{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# LoC Data Package Tutorial: National Jukebox collection\n",
"\n",
"This notebook will demonstrate basic usage of using Python for interacting with [data packages from the Library of Congress](https://data.labs.loc.gov/packages/) via the [National Jukebox data package](https://data.labs.loc.gov/jukebox/) which is derived from the Library's [National Jukebox Collection](https://www.loc.gov/collections/national-jukebox/). We will:\n",
"\n",
"1. [Output a summary of the contents of this data package](#Output-data-package-summary)\n",
"2. [Read and query metadata from a data package](#Query-the-metadata-in-a-data-package)\n",
"3. [Download an audio file and visualize it](#Download-an-audio-file-and-visualize-it)\n",
"\n",
"## Prerequisites\n",
"\n",
"In order to run this notebook, please follow the instructions listed in [this directory's README](https://github.com/LibraryOfCongress/data-exploration/blob/master/Data%20Packages/README.md).\n",
"\n",
"## Output data package summary\n",
"\n",
"First we will output a summary of the [National Jukebox data package](https://data.labs.loc.gov/jukebox/) contents"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"
\n",
"\n",
"
\n",
" \n",
"
\n",
"
\n",
"
FileType
\n",
"
Count
\n",
"
Size
\n",
"
\n",
" \n",
" \n",
"
\n",
"
0
\n",
"
.mp3
\n",
"
5,882
\n",
"
17.0GB
\n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" FileType Count Size\n",
"0 .mp3 5,882 17.0GB"
]
},
"execution_count": 1,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import io\n",
"\n",
"import pandas as pd # for reading, manipulating, and displaying data\n",
"import requests\n",
"\n",
"from helpers import get_file_stats\n",
"\n",
"DATA_URL = 'https://data.labs.loc.gov/jukebox/' # Base URL of this data package\n",
"\n",
"# Download the file manifest\n",
"file_manifest_url = f'{DATA_URL}manifest.json'\n",
"response = requests.get(file_manifest_url, timeout=60)\n",
"response_json = response.json()\n",
"files = [dict(zip(response_json[\"cols\"], row)) for row in response_json[\"rows\"]] # zip columns and rows\n",
"\n",
"# Convert to Pandas DataFrame and show stats table\n",
"stats = get_file_stats(files)\n",
"pd.DataFrame(stats)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Query the metadata in a data package\n",
"\n",
"Next we will download a data package's metadata, print a summary of the items' subject values, then filter by a particular subject.\n",
"\n",
"All data packages have a metadata file in .json and .csv formats. Let's load the data package's `metadata.json` file:"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Loaded metadata file with 5,882 entries.\n"
]
}
],
"source": [
"metadata_url = f'{DATA_URL}metadata.json'\n",
"response = requests.get(metadata_url, timeout=60)\n",
"data = response.json()\n",
"print(f'Loaded metadata file with {len(data):,} entries.')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Next let's convert to pandas DataFrame and print the available properties"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Date, Description, Digitized, Id, IIIF_manifest, Preview_url, Audio_type, Contributors, Genre, Language, Media_size, Recording_catalog_number, Date_text, Recording_label, Location_text, Recording_matrix_number, Recording_take_id, Recording_take_number, Rights, Mime_type, Online_format, Original_format, Part_of, Repository, Number_of_files, Shelf_id, Subjects, Last_updated_in_api, Title, Type_of_resource, Url, Source_collection, Location\n"
]
}
],
"source": [
"df = pd.DataFrame(data)\n",
"print(', '.join(df.columns.to_list()))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Next print the top 10 most frequent Subjects in this dataset"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"
\n",
"\n",
"
\n",
" \n",
"
\n",
"
\n",
"
Subjects
\n",
"
\n",
" \n",
" \n",
"
\n",
"
Victor
\n",
"
5882
\n",
"
\n",
"
\n",
"
Vocal
\n",
"
3763
\n",
"
\n",
"
\n",
"
Popular music
\n",
"
2479
\n",
"
\n",
"
\n",
"
Instrumental
\n",
"
1870
\n",
"
\n",
"
\n",
"
Opera
\n",
"
933
\n",
"
\n",
"
\n",
"
Classical music
\n",
"
719
\n",
"
\n",
"
\n",
"
Ethnic characterizations
\n",
"
482
\n",
"
\n",
"
\n",
"
Musical theater
\n",
"
430
\n",
"
\n",
"
\n",
"
Humorous songs
\n",
"
423
\n",
"
\n",
"
\n",
"
Ethnic music
\n",
"
299
\n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" Subjects\n",
"Victor 5882\n",
"Vocal 3763\n",
"Popular music 2479\n",
"Instrumental 1870\n",
"Opera 933\n",
"Classical music 719\n",
"Ethnic characterizations 482\n",
"Musical theater 430\n",
"Humorous songs 423\n",
"Ethnic music 299"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Since \"Subjects\" are a list, we must \"explode\" it so there's just one subject per row\n",
"# We convert to DataFrame so it displays as a table\n",
"df['Subjects'].explode().value_counts().iloc[:10].to_frame()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Now we filter the results to only those items with subject \"Opera\""
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Found 933 items with subject \"Opera\"\n"
]
}
],
"source": [
"df_by_subject = df.explode('Subjects')\n",
"opera_set = df_by_subject[df_by_subject.Subjects == 'Opera']\n",
"print(f'Found {opera_set.shape[0]:,} items with subject \"Opera\"')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Download an audio file and visualize it\n",
"\n",
"First we will merge the metadata with the file manifest to link the file URL to the respective item."
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Found 933 opera items with audio files\n"
]
}
],
"source": [
"df_files = pd.DataFrame(files)\n",
"opera_set_with_audio = pd.merge(opera_set, df_files, left_on='Id', right_on='item_id', how='inner')\n",
"print(f'Found {opera_set_with_audio.shape[0]:,} opera items with audio files')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Finally we will download the first audio file, then display its spectrogram"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAk0AAAGwCAYAAAC0HlECAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuNCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8WgzjOAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOz9ya9t2ZrlBf7WnHPNVe7iVPdeM3v2an9EhAfhEJmRpFI0QCkRQt5B0Mps04sOINHJlIgOEso/gH6QPUQzWgghER1AFIFDhONFuPurzOzaLc45e+9VzzWLbHzbjntkSsEl9aQQmWt07nvXzt1n7bXmnPvb3/jGGFlKKbFhw4YNGzZs2LDhnwj1T/sCNmzYsGHDhg0b/reArWjasGHDhg0bNmz4BGxF04YNGzZs2LBhwydgK5o2bNiwYcOGDRs+AVvRtGHDhg0bNmzY8AnYiqYNGzZs2LBhw4ZPwFY0bdiwYcOGDRs2fALMP+0L+P8VxBj55ptv2O12ZFn2T/tyNmzYsGHDhg2fgJQSXdfx+eefo9Q/uZe0FU2/IXzzzTd8+eWX/7QvY8OGDRs2bNjw/wV+/etf873vfe+f+DNb0fQbwm63A+CLf///TvWDiNaJqbfYaiXLEstoyZ4KYhVQs+Lw4xOXP7zh5i8/0s+W+V2DPjpikC5V9lhQfL/DBwUxQ+kIQPqDHeEnE1Xt6J8rUAn7y4Lid07MzhCcJntbwhcTYTZknSEdV/KvCvitnvSLhvyUMf3MkZxC1ytZBn40ZDEjP87U1criNMtoubkdeP7TG8hA3c/4McfuFtQftAAU//wzl6/2ZD4j7Tx54+CPW/itgXXOKdsZ/yd7wuczykRSzIhek9aMw6seHzTjuwZsRJcevilRPxhYn0qqhxE359hyZXWaTCWyP2pxrzxq1oTGkzlF/jBhdMTNOaHPoQjkXxesb1bqP8kZvxfk+vIEKqEWRSwi5mQwP72w/7s7nv/VkfVcYPYLKWVkWcIvBnXOiccVUkZyiv2rnvkfHDETNP+njzw9N8SzhSZAlih+XuBuI+ng0R9zwo0HE8myRJYlwpSjSo8pPO5SkLcOv+QUzUKMGSlmZDqxdgXMChpP0TiWoaD5fcvwU48aNPF2BcB8awlVRPmMUEZSnsifDOn7I2HVKB0Jk6E8ziyXkny34E4l9oMh72H+7YkYFAyG/H4ifNOQVOL+f8h4/ksZ8fMJZSK7dmGccwDclKN0Ilws2Eg2aDg61PuCZCC0nmxVkCWwEWUDYczJEpizJrxZSF6hn3Oyz0f8Y0m2l/eTLjl6VpTvM/qfrWQ+gyJiypXoFboIkGB9X8POAwkmg70fcV1B+XOL/ysDa1egJkWsIlkEvVuJHwv0krHeeOzOkemIe1dj7mbWwZLlEbwCn5G/N/h9JB1WlIm0/21F/JfOhJgxdQXqyRLawOF/Nlz+uQUWTX6cWSeLbRb8LEdrHHLqVyNTb7m77Tn9w3v0TzpiUKxPJfZhpPnPd5z/xQkA+8cV8w8dqIT5tiD7cU+WJVSWCFGxjhZtPToPGJ2Yft1i3owEp0kpI69W4s9b1mOguJlYp5w0Gar7Ef7+HvfbI2E2VIeZqS8gZphSzgCyxPpckh8X/PuK9vsXuq925GfN+sVC/lWBe7Ny8z/kjP9SR1V4UoJpycn+sCU0iezzkUwlSBneaUzhWaecTCVM4SED/Q9a3F0i3jjywmP+QcP0Wwt56VnnnExFqtbJe/tsZH0uoYgQwVQr2Z81ZD/rcF1BXq9kOpKCIreBZTYEZ8hrR12udH9yJN0vpFXDpLj94Ymnn9+gXUa4czBr9N6RZRKMsfYWXXl4LIgHT6Yi5R+XpH/uwvyuIeWJ4mZ6OffdU0W2KNSaoYeM4q+dGH65h5RR/+BC/1yRQkZzNzG+a6heDaQE86Wk2C1kWWJ+25IdHMpE6tq9nD/jnx4ITSB/NKxfOA63A+NoiV/XhKMnRchWRdautPuZEBUqS0x/sgdALRn8rEdlifQHO9wXK+3tyPCrHdWXPcNThbLhzz/DDhPDUMi/VYlDO+GC5vLUkF0M+x+d6S4l6anAvB4hg/WplOs7BpRTpLuFNOTY95r0l3uC00SvUE+W7PVMDBkpyeeZzgMpZqy9JbORvFxZpxxiRtYZbn7yDMA450xPNVnIoAykVXF80zGOlvx6/UbLn5fnmv3NSIyK/lJif1ngfzQRx5zidsJNOSkqqp2s/6J2rIshfJ346m//+y+f4/8kbEXTbwjfUXKqLNF1ROuIigW60nLoYcnGAqqAQqHr4vqzBVoVqKpE1XJgk0E2FOjakYImxQz9XdFUlqQ6oesMNZegEros5HVMTjKarCyhTqTMkHlDqjS6LKD2xLJEFxmqUiStULUmy0AlKZp0DbpSaGNQWHTtUVUpRVMNKuXyuwv5O13LtWc+I1UeXSsoS1IdUFmOriGWJakClUvRxKpJJkPXKyloeX0bUZWHskTXgTDJn0pZdKkIxqBUIitLVOVRaFLlybRC1wmt5WdTkKJJlwWh0ugiR1X/b0VTpqCMqNmga4e2JaqOKFeg6uzl0FLKoJYcKi1Fk5YiU5clOl7f+1KCs1BJ0aSLAlVFUuVRZU6q/kLRpBKJHFV5dOFRa4GqFUrJPc1iRoyZFCS+gEzB9Z6qWKALK+89aLkmQJWWVEXUmpEqKZpUaUh1JDkthSoGXYNaS3l2S4kuDXoFVScpFKJB10nWl05om6HKDOqEMlHWhbLyO8lRJpHWa9EUNdQKVUrRlCpPZv5C0VQEUpKiSS2aVGUkr1BTTlZH1FiS1fJ+0prL/igyVKVfiiZVafgLRVOoSqiuRRMGXUeUl3sU64DyBQoF16JJ1RqqApVlcg9rhdLxuu9AxX+8aNKlIVaRVGlUHtG2JKtn+QLjy+t9D+jCoKoMlEbXELDoOiOq69Eac1nHsUDX63XPrxAUarqeFbaU5wDookRVStZpWaBq/1I0ERUhWVQhRZO+Xr+uI8lI0aQrDWWJqgK6ToQsvz7/AIWs85TJs1ahlPdTyRmQZYkwl6g6u77uIn8umlBl6LJAVRptc9kHxUpKoLUlK0tSmeR5qiQfjEajC09AiiZdXoumokSVCSqFKv31PV+fSyZFk365hkiY/7xoUrVGlSVZvcozruWLQQwKbT1K5SRt0LVClwpVlrLejIbvzt2qRKmMVCnINKpWL0WTChZVexgKqKRo0kVJqh2qKkl5Qtd/njymppJMKZTO0CF7OddJmdy/uSSFTNZnVaJrL/fmuhezLMn5WSlZZ3/x/ClLWWOlIVRKzmIKOV+ra9FkFFmt5ZquRZMqS1lLWQa1l6KpLOXZ1eF6HStqKv+8aMqQa0zyb5VKsjaDlve4GnQ9o3xJmgp0HSFDzunSEKqAUopUZ6SYo0tNqr3c91WhSktWA0G+GCojRVOMGSpI0aQrTeBaNHmDrqWA08rKNXxXNBmFrh2KAm29/My1aFKzfG5kUck9LgtinSDlsuaRoum79a9rRdCGVKZ/7HP8n/hZv2XP/WZwuVw4HA78+P/5f4O8ITiNrR0Ax3biNFTEkGFMpCxWTr88wM6zP47XQwZO73YUx4Ui93TfttSvBsZLSb2fGd+1ZO0KCap2wTnD2lvy1pF+VROLRDqs1PuZZcnxfY4qA3npMTowdiVMmsPnF7pLRYoZRb2yOoM2AdcV7O4GnNeEP21JX86kBGHIKW8n5lOJrjzaRNZTgb2Z8U4Kut1h4vLcULTSpXFPJfZ2xg2W3XHk8rGhvRvlmocc2zrcmGPrlV0z8/huT7lfsLlnGEqiz14KLHPd1MErTB5YziX4DHs7Y3RgWXKKYiVEhV81cRU+Oo2G/WcdWZY4PzUUrZNvYX2BKTzWerzXuNGi8kBeeNzXDcpl6B8OBC8HqZ8NKo/ybclE9vuJ53c77j878/TUYquVpbcwGOzDxO1u5Ntf3mKOy8uHR7wWvXkeWL1meS4pjjPAS5GkVcQtOSlCXDX1YUKrxDgWxJCxP4ycn1rK9vrtdLQYG/BOo7SsH5MHqtJxfmylYAFIGSoPNO1C93YHAVIRyRTY3YJfNWXl0CrRd6V8GJvI8rEiqz0qj9SVo8xXrAm8e96RZWBMYOpKmsPEcC6lmAHaZsathpjk8I8hI3pFdBpGDTvP3X3H469uKB5G1kWKi0xJJy7PA8uUo3NZZ6pZKWtHbgJGR85dhVIJd+1EgnzYj+cKBo19NeGdpqwdzhnMtWBdVynK1t6SmYT9yuJ/OKHzKB2RX5f4783ERZPvHH7OUc85+vMRrSNzb7HNSl06xtniesvdqwv9VBC8wj+VqIOT/THkZCai8khRSBdnnnMpclSiLh0+KHxQOGf+QpEu62Ud5d/rPLBeCtqHgSL39GOBm2TfvDp0+KB5Hir8qtE6EoIizIb97cDluaHazcSUYXTEB8V3HwfTqaS9G9Eqvty/Kvc8dTWF9ZT5yqmv0TriFiNFiVcv63IaCm5uBkLMGKeCdcqpdvOfd2i9xi+a27uecbZMZzk7wqlA7aSjEoPieBg5neqX141RMb+rqd4MUgDqSIwZMWVkwNwX1HvZF/OSy/kTMjKVUCah8z8/K8pyJTeBEBTdqUJbuZ8kcE8l+uC43Q/Mq3RPlYqklDFOVrp2Z4t9M+IeS/Kbhap0sq5jxroYlIl8cX+iXwpO5xqlI0XhKe0qnbcMaiv7algsNvdc+gprPVpFLh9bVOG5v+15//6AbZycZ7MlJbi/6ZlcjlKR88eW/d1AiIp9NfP23ZFmP7OuGmMCpfU8PzWkmGHrlRgz/JRT7Ba0ivgga98NOWXrCEERY0ZZrqgs0T022P2CyhLLmJOXnsJ62nJhWnOmJWddDPv9RIwZ5/ctX/7gI/1SsHpNSjC+bdl90bGshhQzju3I07lF5wGVJdxiaJqF7rlGWTlvl75gdxzpf7XHvJ7IskRbL1z6Ems9w1NNczti9PV+lZ6iFOYmpYwQlOyX3rK7G5jmnIdjz+hytEo8fX2AMrA/jrLfvNyvqlj5+PWR/atezkQbqasn/uD/8v/gfD6z3+//iZ/1m3puw4YNGzZs2LDhE7AVTRs2bNiwYcOGDZ+ArWj6DSOumuAUmYoEL23R81iSYka4UgQxZtSf9xxvB2aX41bN+anFtNJ6HCdLeT8xT5Z6LzQORaCsHSkqpr6grhx568jzQP7jnurLDl0EQlTUlYMMkld4p+V1djPmuHD+2JKXntTlL5SFUgmcYnFClZif9Cgt9NjxzYXlnbRU42zIc4/erS8UyO4w0V0qinYhBkVdOrJFsU4G2zic1+izYewLmRtQ4J0WPjwozl2FbR1lIYPAYTKUjWPXzhTftdi9eqEuTOPQe6H3vNeU5coyWzIQrvx9IQOxNwvjZFm9pjnMMnh7fb9ZBiEqvuMr2laohaQTxU8uLOeC6BXGRKrdQlwVtlrJC8/5VJO3QtHkhRfa0kZoAillXKaC5vVADIqyWAleoU3EdQVF7gleUVypTaUS1nrCqnFLLoORKSOFjOXP9gx9QUqQF55hLNCFf5m9OBxHqlKojt1uIq4y03L6dk9znGgOMni/uxkxRZBnW3vIE6ZdsfsFN1iaZmH+5Z7uVFFUK37OKe0q9GchVF331Y4P7w+8e97R1AthVSxzji4882TRRcAPOWW5Mrv8SssJvVkUnrz0KBswgxw3565C7dwLXVSUK20jzyCmjP1BKLas8hTVyvBUAzJw7OccMrj93pncBNZVs66Gu1cXaALuYwUfC8ZLhdIJpSLLr1v8bFg7K/N7JhB+PGFswJgge+GLhXY/izhhNpCg/fGJpl5QKlK2jiL3zEsuzyADHxRGR9pmIb+bUTqyzga0PKMw5oyXkuWPDhx2E3keiCnj0pcYHSmtzLekbyoAqlLo/HK3UDULeR5o7mVw+PGbA66XfUyCp77m7Vc3Mth6Ha5NIWN3MzL9wxuZ+4pCX/igKHIvtKBX3H92lmFklzOMBVkmrxd/3shcU1L4RROCwhaedH2dTEemviAvPctqWFzO2lseHs6sq/z81JUYE9gdJqYlZ/6qJW9kb8uMEPKcz5aYMopqRZ1y2tKhdSQL2ctrrdd9obLEMuXU+4ncCAW39pZMJeq9UKrHw8A6GY7NhLWeaZT5u9VrytYRP8j5U1eOZBLH/chzVzMMBTFlnL/ZX5/BSlGvPPz4Ee809nYW+vV6PVpHbLUSPpZ8+7xnWeXMtNYznCv6qcB7zeo1kYzzWOKDYpzlelevmWaZS2t3MyFl0GsO9URKGYf9SNMsnPoK5zXnx5bDfY8PiuGblnePe4pG1mJbL8yj5dKXVO2CKT3GBIwR8cWhnplHy/qN7B+CYv4oay0smtwElIocX3VCo8eMeidU5OIM57FkWmQ/28JzuVTkJlDdzHy4tJweG8auwOYB+zDRvd1hdJDPCJVIEerSydRhHijz9YXGr4oVQsayGrLbheAVr44dw2yv83Vgas+6Cn2tSk/byrB7jLLvyutM3d2bM31X4qecp75m9ZrTqaa6H8lLjw+KtnQErxm7knNXoeuVxRmO3ztj9wvjYD/5M34rmjZs2LBhw4YNGz4BW9G0YcOGDRs2bNjwCdiKpt8wDoeR5BW2XvGjkVbnpcB1lrz0uMXgri3HxRnWtzUhKm7vO1E/GJESz+9q2nZmfN+wLDkPr6UFrkxAmfRCgxgd8V4xftvSNjNttRBihqk9mY7Eq09GbgJKJ4r9wtJbitfi15JbT2FXkom4weKm/PqzkTgZuq6ifD1StQtclTFkCVt6QlSMk0XpxDLYl7aufjWRl6ISWWeD+mIUr6pzARFiZ7H11fsoZeR5ENVKVNQ3IyllzIuoWoZTRVML9adVJKyacLEoE/GrZniu0CYwd4XQbG9m6t1MngvtNT7XjF3xok7KS/GWUVmitCssitVroU7bwPhNi7KBTCUKuzKdS5QRZdL8VJEGg18M47OoljKdCFcqsq6WKyVypdSGkqYRVQo68fhW/FtA3ATmc0lKGXUt99aNOXHR6MrT/uyZMAlNVJVOaLxRqKGYMs7PNZe3O+Iq94UsiYLnODO8a0Sxl0e6tzvckGNMoGgcxIzwXOCeRFocU8bxt57QNrKMOSoPXH5xZDkXKB1ZzgX15z3NccI/lZy+3ZMp0CZi8oAtVrSOFPvlRY2l/rsdSke8MyRhsoQ+/P5E2Tji21o8aUpH7ITC6bqKsGiWdzVu1VTNgraB6duG/b2oqebJcrzrqQrHdF0fSsv7TikTdej3zqRbhzIBN+aioOtlP5rGY/cLu/2EsR43WFLK2H9xwdYrIWac3+2Ebs1gWQ3zkjNPQiUtzuBmI+qpPAi9daoYZ8v9oceYSNE40iq/j1FT72fSD0biVUV5244oLc9wWQ3WeuK9Y70UVLnQK9NzifdiVWLzgHOG+m7E7hzj1ztizIQm27krZZ+xa4TG777eEX4w8ebNSdZ0AnO9P/1UkF8pYJsH6tIRzkJhqyyx/+0nQlScTjVlI5S5UpG2nUheYYpA8kLBpwSFXTk8dKxR459L1qcSrn5k5w8tpfVw68Rq421F2V7/XbGij47TxxalEu2PTzLCkCApodCUlv19e+ixuSdTiWW2XM41SkXQUejxybJ/GOjGkv1x5P23B6qrYnEYhXpbV03+2cj8XBKCwjzLGeynXCjVVXP84sLlVHP52FDYlZAUu534McVVRiJ27YzRUailq6/YPOeEyeCc4XgnnkjeaYIXSu5Qz0xdyaEWj6Ii96y9xZaey6/3QtsdVvq5IERFN5RcPjSEoLhpJvJ6RavEuoo6Ny6apnTElFHlK027kKJieKzxU06MQouXleMyluwPE9WXHctJfN/UbiVTid1xousqzk8N85ITnMZNOf6qSPNO05aytty7Ss4TE3l6FH++tlow7yyZTvRDwaGZKB5E6daWjuehQueR01XVt86GNWpssVKUovCzuwWApl0weeDd854UM/bthFaRw35kHUV1aqwoj7USWk7rSHepeH3TMUwFt7c91X5mXQyl9bLHdcR1lmW2vH9/4O7Yo54s2kTK2rHOhhAUVeHQf8Gv6n8JW9G0YcOGDRs2bNjwCdiKpg0bNmzYsGHDhk/AVjT9hnE+12SrTPdXx5nLqRZH2MrjektcNIVdiVdzrvrLjuAV05ITV0X32OCmnOP3RRFw9+UJpRIfPhxom0XMHrNEbq4mhKsY+FEHFpczTAXLkmOuyhxdeogZs8vF2G3Msc2KVpHsYkiIwiRTUO1njA1CG5gAKrHfT6R/uMPoCE7JNVeOGIVmauqFlHihncLv78V4zGsxXysCSiXic0FzN2K/sejjIuqeWROcZv6TPTFmDF+3hKhYppz521ra5vc902yxxcp0KckLT3k3XU3OAJ1YZ8PxvkepRBhz1tUwT5Z0zikO87XFXJOphLtYjIlM55IQFflxIaaMsnKYUlru6l1B+ijGbWRgS09RrBQ3M3q/onQkM9Iyto0onqrC0Q8lS1cwj5YYFPFDweIMy5hzvOsxrag9jA5kKqJK/6Lo42oM2NyOYvzmco6vO6rG0fcVy2ypjhPzaFkuBSqPUEaKeuX5ueF4O7BcCrzT7D/rcM4QvOL2yxPq0ZKbwNJbdp91mNsZfdGgEmMnFAZACmIgal5PNHejqBFtIEbFNFrs/SRu1ohaCEQJ5bpCqM+rAWX433cAFKXDBy3qmUro2NUZ8i97YlCiPCoj+efyniGDKrCuhvFDQ54HqjcD3Vc7bmu5Hrdqzm/3Ynj3XIvDPNBPBeWrkf6Pbyj+VCjVZj+LKeNPB9xzSVE63CDGg8ErMhNZvm5eDPm816hZXU0SE8Er3K9bysrhF4nxiVeTvzDJv9nfivGkC5qyWFk+1BJZ877GPIgiyneWfpB18e7DnrvdwLzkQgtfVYb3X5xwQfZMvhMDwnm0Qh+UK+NzJbE4twvWeop6pakXCuu5uR14/FbUX/p2wZae9087bLHS1gvDuWJxRqihVdOPBcMobsv5zcLqNbtq5umxxTnDq7uOmDK6x4Ysg8XlMGtR96WM08dW6L6+YnY5ISj0wVE8jGgrZovN7YjOIjc3A+5dhflykPMgD3L/nX65d/OSY42sM323vFBgmRIVYnepaNsZW6zYan1RxKkskRee7qlmOcl+VTYwO3NVogJ/0Ipyq1g5vOrpzhXNz04ygmDlDK1Kud/ZOUdXHh80PijOz42oMQdR9LpVMy85izNU7cJyKTjuR4qDPJPTezknq8bR1AtVsfL+aYcpV4bFcthNKBWxO4lMyh9mDvXMbj9hc/l8+E5ZXBQrH5537JqZbihp6gU35bx6c+bp4w6tIh/OQpWRJerbiWo/C51aLjSFqNa6vmQ8VWTxmoiAqIzHyco6XzTzYIV23c2i/kTGB/rZihIbWE4lee75/PUJm3seP+64/2sf2O8n6srx4YPQoillnIYKawI3uxFiJnSaDUxL/nJGLKt5US9/Z2JalY7b3ci05CiVeH5q+OH3PnB+ruW+gKgBr6r0snacxop9PdONJTb3lJVjdobZ5Syrkec5GnbHkcdTS6zDy1rLSzFynRZLWPQnf8ZvRdOGDRs2bNiwYcMnYCuaftPIEuXDyDRYEnB711PfXgMeE6BgWiz+6qtT5F4iOtQ1mywCIaPrS3QemRYZhCvbhdNjK/5M1+HQdTIs1+HGTEfmrmA+l5Tl+mL1n76tyK5D08YEHu47ilwiROwXAxmIp03pmUdLU8tA7+IMmVOcvt6zfLniVoNqV8JiGMdCvlX3Bd2l4uY40BzEBj/7Kx0mD9T18jKAnqnE7ssLPmjcrYS3umtUBCEjvl5o6gXqIPclKHbf68gy8eZROuK9fDMFmC8Fbsm5PfSkRX7+u2+B+X7BO01cNPb1JL9Hy+9XWSIzCe8V6CQRDVEiGoazRByoo8P8SHyvxksJSeIbjJa4DZ3L9e+OE8u5IHiNOpmXgfbsOmSY557sXr6N5pVnWsTHKHb5NbAyyZCuiTKI2cl1fhd9lJvA5VQz9gVF6QhOsfxyJx2Um4nwXEiOE5CXnvH3biWvzETpKgK28IyzpfnJmXEqqHaLxGlkUPzkIuvjbMlVwA8GZQOF9fh3FUZH1sWQvMItRrp0jxWmCOTXiIPlXLJMOYwaN5sXL5umlC7AeClZJ0NVrPgPFaGT6wpeybfdviCvVsJ1Lxxue6rDLKGpu5V11djco24cXz8dxXPFi3fO0Mv7cecCrcRTbP2zlvhqYf6RI6ya/mNNmAzaRPReul7aRsbZ4p9L6nah/F6PNQG/aArrSU1gORXYeqUqV+5+9hHvtYg4xpzyMHO5VNx/diZ4zXKNjPFBMS85D99/QmWJ2++fZKBZJexB1ndZO2y9choq1mvnx42Wdj9z6St0dhU6OE14LNB5fHl9EqQonmL5VSzig5aIC6+xO0c8W1LMmN+LL888WJ6+OlC0C5kS/7e2WXBdQQzSNf7+/RNF7nnuag43w4tfWlWsEk0xWlZnMDfio1UdJw53PSHIoPTyVrydjoeBdTFkWcKoKBFAzkrY985DAt/L8y/tyu44Mk6Wx2/3+FXT/3LP6mQwvspXur6kbWbef3N8iVKaB8tNI3Erx0bOVK0iebNyfN1RWs/r+wvLkqOVRLW4B4nxGEbphta7WXx8zjW73cRNM5Fl0J0qslsZTHZO1rIykWy3Ur0ZmLqSZcmpq4XxuSLLEp998czjx53c81GCflevGfuCabb0Y8FuN+GnnO6pphtK+qHEXT2m9u3EeSxpCukm29ah88CX3//I2JUY6+mngvtDLyKLazLS3YPE92QqMQwF7VUE4JwMQc9rztO5pbQrfshpbiYwCV2vxLNlnWTwO8WM6n6kbBzNzYQPGlt6ptniB0OWgVvlHD2+uWB05Kmvhd0oPOexfLm3uvDSLbKrCDXmnH62fPH5E7kJ+FnOSIC+K8mAXT3jHkue3+5pG7n33VxQFav4oanE01hT1Cu28BgdqdtFurEqiBjCBE69RJQNY4FzhmUWz6XvulOZz6TD2MzovZNoquvZPzrpwsfw6aXQVjRt2LBhw4YNGzZ8AraiacOGDRs2bNiw4ROwFU2/YZhcWudhlkHRaclZ/3iPsYHqMMOicE+l0HFZoh8LlImMfUF0mvZ+ZH83CNWVJfT157xXNAdJmZ57SVYvG4eqPFXpxJtjJ34/MWboX4hdfvvjE8aGlxbyZSyZ5hw3Wpa3jUQDFF5S6IHnb3esq5Yhxy/PPHz5jN0trM6g88j+ZiBcckKUqJiyduJX803LMBYv1MvlfUvVOKbRsvSW/lJSFY78pMmuA4jaBnTlyStP1wmN+B0VGWKGXzSHesaN4jM0/uFREulrGcZ+7mp0s6JyiY8prFALKWSU+4UYMqp2QZnI6q9RJcW1FZsybO5f0uFt7RgvpUSOdAUxqhcqjCQt5f1+ElogSwx9gS49YTJkEc7vdiyjRKF8F/WQYkZzOwrF91QxnCqwEaOjtIT7nLm3lMVKVnmaZpF1EJSkrk9Cd8yThdGQtMSurKvGPkyowgslArgvJVLFnwvcmLNrJeE+yxLTLBTv+FS9JJwvs+X13QXqwIcPe7JcvF18UHB0dL88kBceXUoieVGslA8jpZWoH12v6Orqh9IriTsZZRD96d1eaJpSIjjOPz+SHRwUEd/n+CmX/dAsrFNOpiLuXcXlVDN1JZgo/jm9ZXHiXfVdJE1hJUn+9f2FEBW6XhnftWQqYX7c0+5nsrMhBcX+YWD/MDA/VUSvKP4rSV0Pq0YfHM4JZTD0hcQBPTakkFEcF/yqxVsJ8awp7UpeCQURhpznU8NuNwmVMFmmxUoi/VDRlrJ+99VMCIo8l+HitpTh4Jgybg89y2rET8pr/HUQ9c3DmaJeyfYSVXRsxLMms7LXduUiUTBZYhotRS7ROq6zHL48Y2wg20nkT9UuNK8HbhrxrKkr8Umyu4XoM/qu5HmqubxvMSZyer9j6As+nFpOjy3Oa2zhsYVQqONYcGxkuL0qHZdzhbpdXnzndruJm93IfKUU11WTnxX744jWkf3DgFIJfRWyBKcp9gt54Xn4rUfxGlOJac3FA0wHMp04thOXU83hZuTdxz1zb+nmgulSsswyUnD+2HLuKt4/717Ozle3HeZG6MwwG04fW9lLwPEwMi2W01Bxemx4eLhQNY62nV98v/LCy+D5qjnc9gSn8UGzvx+YhoJvf3VLliVudhJV5AcRfdzcDLw6driPlVBSGdy9vohQ5bGg3C/sq5nT79/hveY8lkQv512eB755f+R4O7CvZurS8fYfPTDOEqn18anl8cMOEJrz9d2F2eXYXPbo0/sdNpfhZ4D2bmSec1TphR5+mCjbRTzArEepxKuDCDeMDrhFBCTN3ShrPYov1/mxZV5yxmf5XLHWs8xCDSuVSCGj70t8VJw/7MgyEYl88/7Ipa+odgvrbLh8vSeFjPXnrfz9w0hzP7B6TXeuMDrw/Cw+VSmJgOk70dTiDLmRof55zdkdJvm7XNbSzW6krhxNI7FZSkfKykElIyLf0dq5Fd8vfx0paArHy1T6J2ArmjZs2LBhw4YNGz4BW9G0YcOGDRs2bNjwCdiKpt8wysIznEuyDPyvG6Zf7/CfLfhFM3UFKYOs9qwfStwgPizaxJf0+uHblsuppirFKn6ac6aLxG2sq+by3FDvJzKVONQzeeklLsAL7aLLwNSVZL/VA3B5bsRfxivxxhklmbxsF+yzUGlZlkAl0miobye0ieStozSeU19L1IsTmiFEBWXE6MDtXY/NA/Ock+3ENymsmuA15qyZJ1GJFK2ohi7nmvCDiRQVt1+cX5LZSZCphLaBQyOeJd5r0mj4+NyicqGzip9diKvGmEimkiSS/4G0i1PKcKtB/1GDKT3LlGNMZJktbSP+JcfDQAyS2F3tZrJMIkpilDgXRkMMGfVhEu8Qr5lGS6YjppCol9NQkeWR3X4i0wm7Wyh/ekFVnv1xpCjEH8s5c41skdduHwZs6zjc9wx9IXEOx4XklaS91yv9paSoVowJ9H1FeTddlXYRfXTo1xPjqWJdjHh+ne2fP/fCY2xg/6aDBIszGB2YLiUxKPFKqUStZf9hTaYib7++pTpO7I4TplwZv96JZ0ufc/+TR7I/aIk+IwaJkUhINEWIiqIQivT8viX78fDiN7XbTzS3I+NFUscB6i87ieEJGdXVT0ZfKZB6PxFWTflGVDz6fU69EzVQtsh7QyUWZ4irwl3pgI/n9iUGRffq6nFjcF5TfdmR1ozurdBN5e2EMpHurzpcJ/40vpdImmXMUSZyeWzIbODwWqiKqnaMv9rxfGokqiJltNUitLqNL/TR5VzRXmMfxktJXTmeu5pxKvhwaZmeS6Hw5pwPf3bHMIo66OnSsM5CeWslflvvvzny4dQKvfsse+c8lqKGvPpRffP+yDiJV42+KiXdajg89FdaJFG3ooD1XrN6zexFqReixC4plbi/66iahWnJae4H5nc1xWHh/ranrhxFu1x/NnLbjpS1I3pZy2UuKrG4Cn33HR3tVsOHX93Kms0SD4ee9M/IqMH4WOO8ZnWG92+PXPpSvLFWTVWIj1F2pe26oWTpC85DhS4DLkgczPlUU9aO2/ue/mMtatoscX6uKfYLd4dB1L8mMo8Wazz7dn7xb3rz5kT0iqpY6QaJEUqAtpE1aoZziVsNpV2pipXl25rgxZfu/NTycH/hWMv5tD+MZLXn9q7n3Vc3tNVCFjLy0nM61UxrTvFqFPVk4zhdamLKMPcz3ivmNefhn/1AnnuawtHuZ/ZXBbKxAbdqRmeZl5z6i47pY01KGbGzlK3DjTnDWPDth8PVd6lgfN9gavGxKvZCWY59QXCasnLYPEi01XWv+iARUl9/PKIyiWppGrl/w8eG8bmiKlZOH1uao5xFWR7ZVzPOGapa4ly0ltihm+PAtORkV1+smDLa3UyMGW7Jub/tsPcTtlnJvhTK1n/nuWRXDjcjWiVMIXRa1Yif33Iq+Oz2/ELRzUvONOeEmDF1JavX3N71jM4yDDL6sk45fs5f4ojy0svng44kRMFb72dRGEbFw/3lkz/jt6Jpw4YNGzZs2LDhE7AVTRs2bNiwYcOGDZ+ArWj6DWOcc/Y3I/v7Ht7McOtQT1ZULSphdo7U5+QPM8f7nodjT0oZ5qoko7ym0QNTX6BNRF3Vb0ol6v3E/Is94bng22+PuEsBKUOdcvyq0SaQV6K8iV6RVyvxzxrq3czuMJFGg3kyLFPO+qP5xTguLz0P33sGEIPJa1q2MQH7xSCU15LTf6xReWCciqtZW4HJA3nlCauibheM9YQHeQ/RK5bBYnS8tvgV9X6iHwtRMlxNA7WO+MEyr0I3ADSvB9p2FrNOr5kGUb64X7YYHbi8b/H/7ECmwF1/x/oTaSPv9tNV8RfougrvNU9P7TUiQ+z4x8lyfm5o6oUYFPWbHv8s1Oo852QXQ1lJSrsb7EusQ/KK88dWTEZ7y9gVtLsZrRLDqRJzuMWIwuljjboq9Ha1UIJx1Syj0Id5K/fJzQZlEgmhGjMllGRZO6FLr0oXFCidSD5j/70LeSlxJsFptI5cnhqIGcXVgFKdRKl2PtVkOlG2C8X/8YmUMu7enDE6SovdRPJXE/VugSIKXfLbHWnVxJixO0yS1O7VC/WT5x41SbzI2lmUTlxONUYHbL2SQsbtfUduAuPblvpmZO4tU1+QZUnidqK6RqjAdCk5/JUnQlS4i4Uq4EahI5RKpEsu1MCqsdZT7yf2hxHzo57dzQjAcimYhoLiuEDl4WOBm3Ks9djWgUqsk6G8nXCjhQz8Y4muRIXW9yV16RjOFdWXHZlKdM81hfE8PbYkwNYO97Giny1Nu1DlnqkraA4zp2v0iLUe901DZsWg1uQBfT9TFiul8Zg8cDiOVKWo+GLKsHvZH91jw+uffST2Oea/lciM+jBhc1kPh2bC/bolrEKvz33BOFlMI6n0q9cvZqsxiPJIZ7Ke+qlg7gsiGU3hRD2rEuZOKNFukniVtlrEePd/PLAGURK2+5lpNZx62U9pFcVqf6VIUsowNzPjWAh1subkuWd2OWpSrLPsJ7tbuD8M3N73FOXK6anB6MC+nVmcYdfMEjtkAnxd0vUl1W6h3YnB5rTkVDczfV+SQibrbzGkBONkaUpHUa08DzXnS41bctp25ulq4Pn83KB0xI1yZtpCzpdqJ8aJyzWCgzpgr3FUmY70s1DTw1SQUoatRK2bhUz2UC97sGoc/Sgq2GkRivqwm4QifV9xux/pzhXffnsUqvbcElMmtFMvppVaJZbFMJ1KfNAcP7+Isev9REwZKSqs9RIFclWWkidSFEPhwnr53PByjo9vW05fHZi6UqhplcSc9lxwuxf1WlNLpFT2nSHr7cjztzuO973EUiWodzMuiAGryhKlXVm+boir5vEXN6yrRpmEDwp/NRwOiyG3nm4qZUxAiZJzeqpYpxytEt1YsjiD1bJm69JRFav8fO359rTHDzltKSaYxkShEw8TMWT0U4H/nw40zcy8SGzV7jiyzobsQ0FVOMbJssw5S1fQ1As+aIaxYFkNg7Of/Bm/FU0bNmzYsGHDhg2fgK1o2rBhw4YNGzZs+ARsRdNvGLt6YZxkij9MhtTnhDZIFlweX0wCsyzRdRUhZrhLwTqLGgFksn+cLM1+JkWh7uKzKO2mvqD84QVqab+Whxk/GkITICFGX/76WHtDjBnrTZCk6yyRLYr0xUxeeFInqdP8oqEsVj582OOuCdNh0VwmUSJ4ZwhOEsqrG7kmpaO0Tk0kQ4wclYk4Z15sworSkZyGINlc3mtsvbL+4UEMHZUkyesiQAaq9IyTZf5YYYwoPUJUOGeYupJ2N7O7GbE/6Bm7Et2son7zGbZx9J2k22dZYnY5xnpSzIidmGMWlSj85k4MRavSUbWS8l5WDqMju886xl4ox1gFUV8oxNzOKzEhTGDqVaiary3KiIHk7Az720Hon8axjLlkbq2i4Hg+NXR9yfFelI1zX1AUnv6xpmoc2gSW3lLYlfVS0J1qQlQsvWX5psFdlXzhkpPZyOW5wVpP8PpFcVbtZ3a3I5d/dCMp7p+PhFWjTBQ6cTGcHltSzOhGoVXm+ZpVZz0+KEzjGB5rpucSfPai7gwpo24XchPI88DwWKMeZkhQHCTzT5nE4nLW2aCKQEwZ42zRtwvLn+xflJTzIJlPS29FRaYjKg88/fpIDEqUia3DXveE9wpaTz9L3pRWkWkohEp524hCSke4UrNZljjcDpTf715UWW605JWsCeDFnLV8PZJfqa94tjTWoXLJtoofSpQNXKaS/XHETTkhKPZfXIT+VJHzWAqFeDX0zLJECIrqex3Mog572PcolcQwM4mKbVpyxskKlTdYYswoKsl8e/fH96hmZfw8AqBVYvWaEBQf3h2ofnghU5BlCXWlnNtmwT2XuM4ydSXzZPGzIcRMjGCv9HKmIqdzw4ePe6pypbIrTb2wq2eMjgw/P9ANJbMz1H/jkY9PLU3pcF5zfmqoK1GcFjeiTEvnnO6tKPeqchV1YtCEmLEsOaVdKb4YKCqhwcpiJcSMbiiZupLj7UCWwbmrJC/v3R63alHjvnK0jRhUfmdsuKtkDR4Po6izvBgZfnzc0dQLRv25GlnnkpXoVoMbLdMsNPvytmF3mDB5wFzp8/G5Is8DzZWaREGWiRK1qFZyE3i8NCREKWiNmOrqg8OtGvPDXkYEVk38ecPrG8lrO9QTOov0XUn7/QunoWJ/HKn2smePh4Ei96zOcLgZUVkiXNdoezdKltsiFPOhFrNdWzu81yzPJcMo5xWLwvc5T48tl/etKHGrFVuvFK9H1M6hTKC9H2WP2EDeOj582Mv+y4QSdIOVsYw8cPfZRc6LxIu5p9WBvPT0Xcmlr0h7z+44Ur4eiUHRthMhKI57oZ8BmmphX8v7tbmnMJ7D646iXRj64sXctZsLHo49VgemRUyU42xwY059M/F0bl+MKv2iSQn8lNOUjuWNKDnVNTs1v2atxjuHVok8F6PeTEeGP7ghyxL7VtR9tXWf/Bm/FU0bNmzYsGHDhg2fgK1o2rBhw4YNGzZs+ARsRdNvGE+/OkqmUukgZuiDoziKCaW5ZqQBkq0T4fEf3aFKT1GvjF3B/nbAmEiKGf3HGjJwvSXZRJ57DleVkK1XjA3Mg0VXHlWGl/Z3286YIqAnhdaR+m5EFUFa03fLi5kkRWTsCtL3J1av2d+MpAjeaWzjhA4cLMEpinplGSzzh5q88HhnRHnQFWKImITeUTriFkOmElNfiHni7chyKXAXi1aR8q+cWFbDuhj8nBNXJZly19y+6mFk6gsujw3qu4wkE1i9ZpysqEecqK6GsYCTvVKGCaUT2kTin7T4VTK9zHHBe830VBG8wrZOlGbn+kr9FWIq+lwz/PxAuuSS6bUq1rc1ZInuUuFnw/4wYRpP9IrgFctnQkfUlSPLoDtXZJdcVEk2QJ4Ip4J5tKKic0KxpNFAAufEmHD89Y48l6ytabZkWsw+XS//mxsHkyYvPfrg2B0mmBXDuSQ4zXipWKacqSvpvm0Je1H9gNCkTS35gSQoW1GgLOdCqKKr6d1wrq7ZgQrTrjR3I3rvJHvqqeXpqaW2DrcalsVQ3ohJpV9FNRSdJgmbRBoNtlrp+pIi91jr0T8cxExu0ag80n29gyiGgD4o0lNB/bonrLJHlEq43r4oDbWNoihVco94siSg/qJj7kSNqeuV83uhk/qhZF0NVSPKGds4wqooW8dyLomLFvpzynGzEarl6BicJa5acgsfZrSJLI8Vl+eavPTE92KCaGrP+bEVA1NA68jNbgTxaxVK6bjQjSXvTzvu9kLDzKtkXrXVIpSBCWgbuN2LEeS85GR3C6YIvPmvYHrXALxQW+V+YfqzPU0z09aL0PdecfrqgL2dUYVQ9beHnjevz7SlrM3CXLMKdYIscbgZmJec81jSDyVWyx7Tn48YE5hHy+PbPfvDxNMHUfEdbge6rqIqV2LIyDLIDiuHL85Ml1Jo0VqUYt/l3a1eFJhVseJ6S21XXJA1o6/KznnJiR9KMp149dlJVKYxI60Kt0pmWT8Wkh+3CvXy9H5H35Wi1EyZUM6Xivd/esehFhXVOhum51J+VyFKs/SxYPflhe6xYV/NL/d1fz8AoLPE0/sdmY5MVwPV1YmiV+nI0kvOYHeq5dwrVobHmrZaxKDWeuIXMx8urWQ5XnF72xNTRm4C5/ct89ctjx/2hKgwKtK2E/1Q4P50J1mFzUL/oaH/4xvudwNaReY1J89FHbdrZvL9wq6dhVb8rOfVF8/sjyPf+8FHQlQoLTSlNUEU2rnkcPoglH2KCtusYm7pRXFtazn7tYpc+pLP3jxzd+wxReBQT3z4sBfVYbVSV3KWzEvO9FxKXp8OeKe59BXdpeJ41zO7nNNQUdsVoyMf3h9eRg9iUJTX37l6zWmoXp7xcCmpjhNVuzB1BXfHXmjEq3nwoZ5pjhOP3+5pXg08fnvAey3q6NnydKmxzUo/FkxPFdYEVB65+asfAXh8uyem7EU1+inYiqYNGzZs2LBhw4ZPwFY0bdiwYcOGDRs2fAK2ouk3DPswYorAPFmqrw1kYozoPlYs5/Kl1WuthwzaH50prjlzRb3S9yXL15IXZxqPd5r6MGF2jtJ6MXB71+KdUE/fqabSaHBODBX7voQE4ca/XFemEuv7StRl35R4ZzCNg0wUJvOH+oUiSde8paZaqBqHKT0xZdzdd5BdVQjWU1eO+jBRNA4/m5ff9Z2RpzKSOTX0BbZ1qEkzPlcsq5EcJa+wjSOtmqZZCEEJrdeVvH64UOwXxrFAK8l6m79qr7lCBvshF3qvz0mtl1y8WRNWjXeG9MORtpnh2eKfpWWOSpJf1lv8qilrJ4qU2wF9cKg8kr2eKV6PnN/tUAdH/tlIcJpMixrr+d2OsCriydI2C/XNhNEBHxQqS6QhR90vxFWxXgpU4Tl+7ywquscSYkb32EAueX9ZlhiGkmRFvUIS6lbXYpxX7hZSUByOI3oQSgdgWQ3HLy5oG0k+Q18pmlevzuiDw9QevGJ9LBmearnnV+psGXMxGb0RJc4yWHzQ1PtJFF4+IyyGdTUUxcriDG9enzgcR/q5wHtFcJrlUmBM4PY/L1nmnLxeZe33FkIm6qLFcPnYUFgvmXpDifl5RVGs7L7oqI8TbsqJQZH2K9NXO1HP5RF/pVJv73pyE0gJ0qrox4L1fUX9lVCk4zcteb2yXvPpMhs5X2rCoolBMXy1I0XFOhmi1+yqmeZ2RJWiwMlLTxhFQajzwOVSUe1mvNfyeiqRVOLVqwt16eBWTCHDqkAlbO7JQIz5yIhBqKgYFTe7kWMzsc6Gy1RwOtcvRpCPvz7SlgvDWKDzQD8X2DygdMRYubbx/3pi93lH93YHQHep0Dpy95c+0p0rZmcIq8aWHns/4RdNUa7YxvF0bnm8NDyeG/Lc8/5pDwnujj1NvTDNlvo7pVjKePvtDdOpfDF0vLkZeP3FiXnJMVcjx8XlhLNlHAv27YxWkgN5erfjzZsTw1Dy4d3hRVmlVCRGhVJJ1HiHiQ+nlvOvDmRZ4uGmE3rWK/I3I2078/79HpUllErcvO6wuad6PZBSRnOcOL9v6YaSu9cXbClnpDaRhwfJptx//8xzX6N15P62ozgsDM8VSon5anYvNBpOEclQSvbevAhN++HjjuZmYrefuLmRPDtjPZfHhkM9c7wbMDqyvxE6b+rETPXcVTJWcSnZHyaa0mFNYPGGLIPHDztWr3mzv9DcjaSdGLQuzjAsliqX+3772x/54ubE87sd+X7h1V99z2UqRQHq9UuOYDeKunlxhhBEZXyZSi4/P/Lh0uLeVxgtCtVxLF6U1d+dIVmWsMWK0ZKrCZDpJIarU04/FVjrefvNDc9dzb6dOA8Vu+Mka1RHhrGg2Em2qiqC0J3xmm3ntKi0E6gs0VYLH553ojxsHLkJmNLzxZtn+exSiSIXys1oOax++LnQjNOlRBeBbipwzlBXYvL67R8/oLLE4aEnJTg8dCyXgtf3FxJirvydMXS+XyQnL2XMay6/p13FzPl/xWf8VjRt2LBhw4YNGzZ8AraiacOGDRs2bNiw4ROwFU2/YaSYsc6GFDLU75whZTy8OpPfzpBdqaViFdPEDIaxwHvN2ItpX/QK+8VAmA1F6Sgrx3w1wHt+ahjGgvJhJC8ld0irRJgMqpWsL/6nHfGpIF7N0YwJhKDwnQUjSrTyty6ERfKDytrhnRg2jl3J7gfnl1a8QszOlJaMocf3ewD5u/9uJ0Z9UVHkHpVHxnPFMliKXAwEwyo00/4gFIx+NWGalXUy+F83mMKjskR1nBh+sYck986UK91ciMmbU/ig6C4V+x+dRPX3bAnfn9Am0t6PoBPrasiblaJ01PVCXTnGqWD/oxPlw0h3qim+uZo4to7dTjLqlEpczrXcQx0x1ovyp10JkxGVyDVHbRgL8kfD4WZA3y1cLpLBNXxsWFdDd6qg9vLcGke2ZpS1Y5wtZePYf+8CTnH7+gKzQttA8NLKLu8nxkmUOuHxalYHxD/cYRsxt0tvZp4+7tB/Ikodd6WI7M6h84AykcdTS/bLWmjLCOWrkWK/MJ9EmbQ/TKQoZoDf5UztjyPrZFgWMW7MK0/RLqwnydryXvPUiVKosJ7b/Ui9W9jfDYyXiqf/80zTSOu7KhyfvTmhbxzdc439lUUVosqqipXDbiL8VBSgq9eytusVpSP7m5Hi8wGdR+Ii+XJ+1cwuJ8sSx8NIdZwhE8Xc+NeEms4fZjH5dJqb2wFtAymCtqJW3H15oSglQ7A5THz4uBcTVpWIXuGGnOZ+wDsjdF3hmQeLUol2P7POhv3DQDcVpAT6qxKTBzFQTBnnDy1KRU5DJRlYJ9l/yyq0y3NXc3/XMXxsKMqVunSUdkXvxVBW6cRyvddtsbDOhrZeyEtRh3aPDVm7ElbN/jCyLIanc8v+OKJVoigdbhG1kc4j82hZr3lf38EHjbGe3V6UbW4ViqO7VJzfS46dygP2nSg/p64U80knBrh+zJknK/SkjTTNLPvyXNE0C/nOcR5L4geh4o0NHNuRKvfoq3mkD5qmcITZYF9P2Nzz4dTKvbiar65e0xxmylwyys7PNadv9y8K3dVrMqfIr+/B5h5besKqWaNGWaHK73YDhV05jxV15bh7fUHpyPF24P6mp94tZC7j8cMeo4XOvdmN3N/23NyKyvPyXPN4VQ3eNBPHh5533xwZJytmqipx/vpwPfjB/EHD8U7W3/O73Yt56fl9iwsa9Wzxi+bnb+/JMkghw19fZ/i25dtvj+zamQ+/vuF9txMj4pRxmUqmqwHtOovy0gdNacXc13tRIvpF8uAOPz6xPJfQesauROXxhZrPMnj6+Q3DpcRPOYX1tFcDyu6x4bgfWVyOMpF1McSoOD70pKg4dxUPB1EA1pXQa8HJOMT9XUfVLgyL5fT1nnQ1wq1KR23XF5Pb3W4SQ+cpJ1eBFBXfvDtiTGRXyX5+6iUzcFos77tWKOCrwW5uAtpEoVKDJn8zMvQFu3JhHi2XU83N645uFjXc/jBhreemHfFPpZiQWhk3ef/+QFmuBKf/V33Gb0XThg0bNmzYsGHDJ2Armn7DKAuPziP5L0pCVGQqEslYe/FTqv5nGZoFCE4GrsOquLkZWFYj37qzhC4kwmNdDbbwTOfyxYtI68gyWMKf7Bh+sSfLI3nhiX3O/CNH/UWHMREmebxusBzfXFA7+UYxDRZdem5uB9ZVs99P5Hcz9U6+PSotw4UAReFlODkqyt1C9TAS3lX4/13PcCmZnku6S8VuN0kSe73SnWrioklOYawM1ta7mRgUpAz9dYn53iDDob0M9oU2vHRL2mZ5uZ+ZTkyDxJ4MY4HRAfVqJl69X4an+iUyIf28YfymZXGGvisB6IeSwq7sbwbCTyey6/B131esq5bhdy8dsZQy3JjT/eKAzgNZBiYPuDGnrJ0kiP+0o7tUADK87hWq9MSY0RxmTOGZR4vREftqYhrkG49bci6/3pPVnqcPO5rPe8KzDACHRTNfCkgZx1vpYoVrNESw4lUUvCI+Fzw8nHGfr8zOvHRpAMKqMTYQLjn2Z2d0p9G1RHqklHF81REWjVbiV2OKwPKhBmAYSqp2oSxXjvuR3ATWX7WUdxPzc8naW8zvtcwu53KpXgY7u3MFnSGMhsUZ5kvB+bnh3eMeW6xkOpL/s2d0HlhXTTeULKsMfNo8iP+SlftrjQyjzn0h/j8qMX4rcS8piQ+MUeIBtk4GrRKZktiOdZZBWFs7nt7vCLMhDjkxZBTtIp2ajJfXavYz65iTZX++xsZLRehywixiit1horAr/S/3ZJnE5Ezv5XXyn11wk+zhvFrJVukIHOqJ0q588aOPZFnCPZXsyoVdM3OZSqrbiXXVDFPB7HLqesHWEs/R3I3UpcN58QI7neqXNHi7Ey+m42EQfx2dKCvxywpRvJLstWvrOit7L2aEoAir4rCT65LoFsv7s3SJrRbvHrt3cO06rt+T7sDDwxmAmDIu71uam4njYeT5qaG5HSXeaDVXXzGJ+DA6kvaetpbB4MdTy3ks8UGxb0V00M8F9WG6DvZnBCedxCL3NIW7+nBFns6y3jKVKG5mtJXonl09k3JZPyFm9H3J/FjRNLN0XidDVax87BrGqRCPMB14fL9neSd+UN8NE7/+2Ufq/fQSwdNNBae+4unrA/1UcLwbqHYLbjVMq8HqwP1nZ6pSPIVOH1uqVwOZThgTWP/SyPm5pipXDg8906UkeiWD6GPB/T/zkRgUYTbctQP7++ElwmP/+YXvffHI87sduzc9TeE4fHkmvSuZBiuxRVNB0y7i66SlE30516yzYZ5z8d8Cuq7CtBKfUjaO6JV4hyVo2wl9t1A08lkQY8awWG73A7u7gccPO9w10mu/nyiLlVwF2nbidj++eE9Ns8VdvcwyJW0soyP7auHw+YU3D2dSgtO7HY+Xhl25SFdQB5Yl5+6+Y3SWFOFwI2fOeajEM8uu5NbTVgtVsWJzT1oV2kTK3LM8l7jFcP549UhLGR+7hrubHmUkwmiec/yqcatmWQzTmqMOTkQJWWKecw63PUYHDjcDKXx6KbQVTRs2bNiwYcOGDZ+ArWjasGHDhg0bNmz4BGxF028Y/aXkeBhwP1hYF/Fj6sYSdTHE9yXLfcIWMhx5vBtwXmP+rKIfC7IsSYRJ7rk79uJfE8VHpD5O2GYleEUICmKG+WlH+f0OnUehXfYrZEla+Cpi7meh9xrH+bGlaRdSysiURJ50Q8lhN9H1Jd5phqdaktsz8VfqpvLFP2NdNcskQ6LJyECe+daS5YndfmJahJJav6lJa4auPMVxES8fK1RjeiywxUr64UhKmSRgZ4nwWKArGebctzPDKAO3bsnJCxlebZsFdU1p10bawb7PqY4T0WnWKcd/tqCcYl3Mi1dUOIv/yPl9ix+Fcly6AmM9h+sweLWfsb9fo1QSmup7PSQZ1Fxnc435kERtpRKmkCHg7l2LNuKvdXeQmIPgNLHPr0PCkK6DxmHW5A8zykRs4xguJcWrUYbwMyj20ubu+pK6cjwcexl8/HFPsVskruLo6OeCw0PH1MuweIqZeBxF8L9uUO2KVonqxxdAPJ/WFypJfGDCYjA6UL/uWQaJdxk/NAznksc/u32hS8tiJcsj+/ue7G+cWRdp2z93V9+nyaDvZ6obGc62rQzAN81CTJn4dHXf+cNo3HNJ/1jL2vvDG5RJaBWxvxYK0885uvDYagUF+y8u4pGUMmKUqIP7G4lzWFZDXDXLari7716ED7vbkbxeRRjhFW7KyfLAcKpQJskaf65QudDBmUrkhZf/v3fo0jN/1XI51fR/dMPNT54xRSC8r9h91nF6bFjmHFuJJ9U6GcqHEbfIPV5czjfvjzKkfDPz7oOIJ9x3e+dXQolWheOuGdg1M2NXMPUFuQq8/+Ut+3IW2qsvKIynsBL/MS35i5fXcK6YziU+aOY/2b8MyTa3MvhfNE6EDUVgdoZptvigODZCje3qmfe/uH2hq5NT4h0XM9wqg+ZaR2LMuPnsglZRzqgn+3LW5SZwcxzwc8706514AdVCHZeNe6E/D/WMzoRmtrmnKlY5wwC8/JlSxtOlptnPL/t8nQy7/cT6tiZFRVsujLNl/6qn//1bWcuTIav9C913/9mZbpDonnXIsbnn1FfcPnQ0n/fsqhnnDOvHksdLQ1sKJaj+sBF6fsrZve4xOuJWGRDWOjJOBZPLOZ0bVq+vkUeR6VS9REbl1/VU2ZVhlEgsQHyAEnRTgc4j+/uBwVn6ruT1TcfTpaHvSp76muIgownvP+xZXE7zwwuZThTXYebchBcqM8uEok5OqKu4KhnSrhfadiJcr58kYwbfUVlKiy9Vdj1H5dpKlIo0h1nu+aopjRfPMiujC/1s8U6LP57TMoKQB/btzOgsl+eGj+eG2cmQ9tQX6Ivh2E50swgduqngsBNKtMg97W5GZQkfZFQlAd0vDtjc008Fw1QI7RszbtuR564muw61F/uFspAYq6aUs3G3m8iyhMkDu1b8nvxsmJacOItwIF7jparccznLPv/ujPwUbEXThg0bNmzYsGHDJ2ArmjZs2LBhw4YNGz4BW9H0G4b6UNCNpahRMvBe4zpLultIJhEeHHNXiMV7zCjtyvqjmcJ6gpc26zgVzKvBFP7Fr2f6aocbLMFp8WR5aymLVVrdZ8t4rtB5gFmzTuYl4b6uFomwqFa6b3Ysc0645CyTUEiP7/akmFFUK6oI6KsSLN8vQsEZUT5lKglNNYjf0zRa+MGIKUWVY3Tg8nZH/tlIczei88hyKjg89PhFE7xGv5qYBysqLh05PzUkp0BBdKJgeXq/Q10t9KPPxKdnyTk/17gpZ3iscYOl3k+YxtOWC9VxxpQrD/cX7v/SR+p2YZ1y3MeK4n6S51IE6htR95EJXXK+1CzPEm0T/lr/4kuUrkoi3axoG1B/2BCDpKgP51K8Uk4Fxd2E/7aSlvIk9GpaNdWD+BCllGFbR72fuX3VUZWOFDPcaNkfR9yYv0RerL9qyTKhHp3XfPv+ICqQq+/VOuaks/iqnL/Zc7i5eh09lYRnS7ubqX58EXVOzJgnS3SS3m7KVdSCU44PiuYwYfOAD5rPXp8IqyJbFOWfFlSfCy2Y2cAwFlS7RRLMBysqHCSaoCoc9mYmPMtadoOkryfAB4k3KUpH1S4YHcmtx94I7eScIf9Rj+9znDOk3xqYlxxtA3Xl8M6QqUhKGWUlkSVZBlNX8nhqASjtyt3DBaMDjx/2uDHHmED3Tv579rZkfzuwP4zwbFHPOcZ6icO577GlZ52NrIXeEiZDGHPi2XLzk2e0DegfDjx92LFOBrWI71K9F0+qpbesp4LD7UBZrJSV4/3XNyxjzu1tT2E962KodwvDbNF5wOQB8+MegNnlPA4N/VSQl552P3MeKsqHkeehpm1m8srz8XEnkRlf7SS2oi+EYskDuvLs6pn4Ru7xuasYPjaArG835qIsjNcomJjx4VGiPPqpYP/FBWuCKD/vB0JQpJAxj5a2nZhOFW7JOf3i+ELt8LBIXFCCMl/FN+lisF8MHPYjxsh5VZeO3HpCUPSz5cPjjldvzrjVMEwFSkWm2XJ46KhLR3eqUVpiNC7nirpe+OLNM8NYYD8fCGfL4x/dE1NGiBnxy4kQFSQoa4ciMQ+SbJ8poXts63h8v+d2N9KP4vs2r6L0s68mtI7Mq+F4O1D99SeOzYTOI31XSqRTJlEjISjWWRSitlhf4qpMIe/1eJDorOmp4uZGaHqtI6sXRau5KnHdknPYj2gd6SdRBH/91Z3EPWVyXuQmoFSEkDFfCsbr2MYwFrz99obnp4Z+LPjwcf9yXhTvcsIvGrJzzvwkyl4fhJpzs4FZy3r84z3Lati3EzFlJKdZvRYvpmbi/NQwdgUxKnbNzLQaTB44jRXjZBmfa5SO7HYTSidWL/8+yxIqS9zed8TrvXo+NRT1yv5nz5zHktVfVWznknG2zEsu76Ur6aeCebSEoFh6S3Z/HSPJEvt6Zpwtrz8/8e5xT1U67N1MVTtuGqH59u3MMFvW62dF/6dHlouMeHS/OGDrFWsC+/uey1MjlH2WGBZL+Ucl5U8v1If50z/jP70c2LBhw4YNGzZs+P9fbEXThg0bNmzYsGHDJ2Armn7DSK+lzVfvJzETqxfszqHyiL5dyE45zXEieMUwlMSoJOG8KykKL7EY1nP52KKuyqGmcCQbOfx9S3KKvPCsn0k8x7Tk2LuJzIiNfnkvFNR3CoG+r+hONWtv2X8hUQJqt4pJmtdwVVMsY07qc2zpObYTMYhaRagRae0bHcjyQFZLPENTL/hnaa+mlGHvZtyUMw0F65jT3o8olch0QptADIrdYSJ5xfy+JtOJu88uVK8H8nolyxK6DCyXK002mRelXL1bUDpS3QgV571mt5t4PLXUpeNmN3Lqa547UScV7UL1amCdDd2lot4tzF+1LIOlbBfiJEo6s3PMvZjH6b3QZ8XVCDBTibW3zF9IzMPhOIr6rVpRu5XlUqBezWTAMuesXrO7GzjUM5fnmqp0rLNhfK7px4JhKCUGhsTlY4utV6auIKyasJc0cL9o5ucSU0ikTpZJMnsKGfa1rCndSRu6sJ7bL080n/d0vzgwTxLXAhDOlmov1+EHizaBajfTdyVaRZ7f7Ygh45uvbiWS57MRfqeTtPTnkuQV63PBdDXAjF6zO0zEmBFmg1sN7qmExqNVhAyGty1VsTKdS5p6YV2FJu7etbjFiNKl9KyTobArmYmExUhLvxdVVvfNjvBsyXSi70rGc0VTL6QEtnaELmf9UIpCZzWShn5V00xDgb2ZJTro3tH/yZHLL46kvcd8b6DIPThFP5Ssv2jRX4lhbLFfKA4LmQ0Ur0cufSnxCl7RXNWZh7/8hLoq1JzXHG4Hjp9fWFyOWzXDNy3FcaZsHKsXU712J0qtdKXqjY5UxYpSkQwxjiztyrEVmmHXzHgv+y6lDJUl7u86APZfXkTd2Tjy3As1oyOPH3aiug2KslypbieMCRTVSl56oZmV0Of+SrMXuVCT3bmiO1W0zSJ0TgbHV50Yjq6G5nbk9tDDXgxr1yl/oc6Hx5rzWEl6/JtR0u29Zh6tRHU8ivpu18xCO5UeHxVuyV/Opl0z44MWKuxy3Y8qYqwYnU5rTl051sVw+OJM+cMLy6VgmUXx6RfN8XXHPFjmNScvPdO3DctgmSeLey5pjhPPQ0VhPX1XvsSfZFmiLFYuz41QiEPBaagw1qNM5NhMolQELh8atA28ublQl47XNx39pRSVVuPohpIYFHefiyHo40WUeDFJlBQZouQ9WU5/fHtVB2c09YKuJConXiS2Z54s5+cGVQR2t+NLJFRTLzSHiaoVs9Q3r86Ms5W18Jc67I87Dj8+cf/FCa0jpV2JIcMUAX1wLKuh+EtnMuDpqcWNOZh4fV4JF2RNmyLQnSrOndB831GdN7sRVlHq9n1FDBnrKgq4x3d7WdNZQulI0y7cHXvmc8n5uWZ+qmgrUQDb1hFjxqGZqHcLtvTUpWO3n+iea7JzTtPISEBbLXRTwfhU8eFxR5wN42RRWaIpHFpFyuKq1rQrfjHsqplkEseHnvNjy+1Pn3BdQXeuhO7fLTzcdSglr2H/D0+yH9bN3HLDhg0bNmzYsOE3iq1o2rBhw4YNGzZs+ARsRdNvGHG95ntdE9T7SeiXFEV9lX8+olWUpPmfiyoBQOeB3AQynVgWQ946MUvLEt1UUj2MnP95x/5hwJqALgIxZCyzpa3FEM0UgcJKOvh3uU5NI3RWlkeW1eDHnLhqumdJrUclUlRoGygfRuZO2tTaRN7+4o6i8FjrJW8pKlQeqdsFW3j6oaR6NeDGHH9VUeCFbiSD2jou5wrf5yyXAlt4unMlKr2jUGHPf3rDdBHaKvuDlqJ0cFXR3H5xRumI60QJEYMiN5JBBTBOlqp29FPBZZJ2uevsCyUSgmTf8aFk+LolHVb2x5HVGarb6SX5G8QsMJxFkXg51WLwOBvUIJRGBnR9SZgMy+O1dZ1Hyaa7mmnOo6V7rnnqa/LKX1PnRbURgmK3m0ghI688pnEEr6h2C/FDQbFf8Fc1l648MUgeYRpydgehX11nWVxO+kxonO+URP3HmtufPkGWcLO89/3nF+bRUu0W0PEllTw6zeXb3fX35TS3I94Z3LsK7xXhFw3YiN056lcD5f0EGZTtQogZ41OFLj1TV1C/GrCVZKfZaqV6PfD87Q67c/RDKQqcrkDvVkweuHxsKcuVTCXJgLIBdb1HqvT4wWBuZ7L9SgpC4eS1KLSKQjLNVLNSXxV+45Xm0GVgd5yo2wXXFYSg0DaS/6AnNQHbOGnjLzmUYnpX//SM/8xhK6Hh3FNJXgjVqJQoprSOjF1BcztS5StlsXJ+all6S99XDGMhStiU8epHT5SF5AB+p0jq3ooS1GihpkEy+5bZElPGcJZ19PQ/PTB3QklrE3FBM4yiMDsP1TVnTYnqaLIMj6JiWs4FReuoGjE6HL5pmXvLPFpRTWVwf9MTomJ4qinKlbtjzziJ2vLhvoOgGCdLbgLLuWCcihezxuFty2UqsbVkN1a7GT/mQpGUgapwDGOBG3NOfU1/KXl9f5F9V4gJ4+lSc6hn3GCp8pUw6xfTxW4oX5Rm7fcvxJDhguZuL6aQH78+ApAeC6bFsq4GFNhixU85pgic3u843IwoFSmsp3ozYAoxBz58dkFliRiUqMYOku8Hcpa4VYtRaF+8GCvOzyVhMXz7Z3eizKoWyGQU4WPXcLrUfOwa9kcx6M3zQFMvlJXj0suogptyymLlth1p2gU3WPzXNcWrkfYnJ2LM0CoyThY/GoyJNG96Vq8hSxAyXt9dKPOVm0ZGHBrrGE4V61V9OCxWXuMiGZvjY835uWaYCtyqefz2QF56YsjwQ477UDH2sl5vb3sx5L3viIt+oXf7vpLMSxNlXEGll/XazwVZ7dnvJ5pm5v624/VNRzeU7O8GCiNrNL9mAj5dGl59dmJ/HDHtKj/XToSg8E7z4d1BDC1Lx+mpwQeFqVbMm0lMNmvJ/MuyRHs/0u5misP8Qku/+/rIY9dwPl3zM8fiSkUn6q+VZPodJsbZgo5CVWdJft9Q4d7VfPv+gFsNz39287I/PwVb0bRhw4YNGzZs2PAJ2IqmDRs2bNiwYcOGT8BWNP2GUe1nYhIjvKpd8IsmRbg5DuSFxzvN7HKiz1g/d6SQ0TYL1npR3FzVJinBNFpiUMyPFc4ZMh0JUV47OI0fc9p24nypyQsPCabZMr5vcE8l7X5mnMSUMFPSplY2YMoVYkb0inK3EJwYuU3PJbr0opLLElQBo6VNe35qyZAMo9wEMamcjeRd7UWx1FZCBbXNQtEufHzaEb3GtCt565j7gqoVKtEWopZTDwv1QdSEyw8XUXOoxOWp4eljS1M67G5h+NiQnXKGX0iWVwgKv4ph2jobUszEQLPyhG9qyYzLA26w8DCjjg5tI5dvdy+/O8WMsGjK1pGpCFVgdjl55amrBV16UiG5R26Re57pRHk3kWVcn6cYwJVWFInlbsHoQPlfSctZ1CYlYcyZlpyUJM9O6YSfc+avW+rvd2K4phPxYikqyRDsxwJ7NxGiGNFxNdsDycArck+MCtOunM6NKJlKz/hUcX63uyr1INOJ05NkZulSVILuQ4UpV1GcFSu773Xs25nQRDIdZT06w/yxYjkXuEXUTbr2ZAogY+oL3PuKy7l+oXRu3nRoFbndD5wvNSyasErbXhWeebJU7cLQF8QrfRpDRnQa+yFHm0hymrRqlE5Y62mvlMqlL1FXxU+Re3Lr6U41YTKMY0H4vQOmcRgTMNZjTcDuJbPw8nZH8BpTeLquontsyHTEXalWrCgAY1Qvhq7HdkLlkq/1/r9/g8oSx7uetCqUjoRVsbsZmS4l798f5Nle1aYA9euem2bCey0UZJZ4+vqAH42os/JAP5Tkv3VB5YHLpeJ+N9CNJXFVTL/eyfs+V6xeU5eOMGvq24l1ysl3jpQyhrdijEoVMKUnLz2mkFzClEArUYKGoDj1NflVrfv+wx67F/pp+sWe5nZ8MSe01cpnP/5I8Eoy4ErJE2xuJtpmpmoWLj8/sk455q1QI/VuYVol38s7zfkiOYOnoUKZwPvTDhZNpiLTIJT7soppJIAxYgj51NdCyzwMFMZjPx841BP7diL/RqhEdV03ees4PTb0g9BUy5wTVs2wWC7nmnnJqUqH+yh06tPHluFconQky+D2oSPTidt65LYdUZOmOUy8+tET66r5cGo5PAh1ZrRQiSpLLE4ouHXVL9dvrceNObd3PTFlvPsomYAPD2eqH3Ssi+FyqgnPBYX1aBP5/HtPxJSJ+eNZMhirw8zHc8viDV9/PDKMBd8+7bl7dWE9FayrmEra3FPvJV+tuhU1Wl06SuvZ3/e4XhR51XHG3k8YG2iOE48fd8x9wfNzg64847ct42QJsyZeLGXtmLqS06lmXTW3B3k/YsAJl7c71qj5+uf35LmnzD39bBlGyYkrrWSrytoT5fQ65jx+3AmVWTv2dwMxKKG9G8e6ilI6zz2ndzvcKvmpIcpIhtZRVG4fS5rCUd7MrM5wf9uxrqLA3R9G3n51w/TXJuYlxweNcwZ7VWa71UhuoAkUnw1kWWJ635DdLdzux0/+jN+Kpg0bNmzYsGHDhk/AVjRt2LBhw4YNGzZ8Arai6TcMHxTrYtAqskw5ZFBUK8/PDetiiE4MwdLZsrsZKWtHaTzraliWnH4oSSEjRUVZOfy3FflxEYXJfiZEhV80plxR13ywonS0VxM01xXog6O8m17axtFp8kKy7eJFjByb2xFShvcKXQTcuaC9H4mroipWCuslH201uP/xiLrScjEozs81Oo/Y1nF5aphGi/caHxR55UWlBLS7GdsIBal0wtaO8VSRVvWSZ2eLVSiRPMC1BVzWDkYxWxtnK9RVhPzzkfufPRKuRn4A6Vc1JMlt0iYQJgMPM2lV0h4uApmCFDOh5WrPumq816g8QpKMJ1MEtA346/MZp4L0rsTezWQmvWTvMV3b4rUYEOo84D5WXJ5rltUwn0vW1bD+i520q60o/VTpX5QpeCWqIRsov+hf7gVPFrV3TF1BipnQClPOeKoobyf2t5IPlun0ki04LzlhETVSWYhyMosZ91+ciBd7zdBKYqR5LrHFSlgMuy86bnYjVXM1/XSG5+eGw5dnUlAMl5IUFbs3PaYRc0+tkuSnWY+tHcokaD3xmnWYl57Trw/UpePp3BJ9RnE3kVbFPOfEk1AAU19cN4tCqYQ/F0IJ/uWzKEPrVdSFkyElOI+SBaZ0whih0S6nmpgyTLmyv+8pSsf8/RU/5gwfxVywO9UYLVRb83qQ/XQq8KOhPMgaydoVPxvKndDG86XA5oG4Ki6jKDIv54rwg4nnp4bnt3uOr8Vw8rvsMQBdeIa+4LCbyK/5ayllPHU1n9+chdJZDflxob0bOQ0VeeHZtWKGWzWOtp157BqCF/VZsrLujJW99/xux5vPTkzvGvJqJcsg/FKy5ubJkrzCjzkpSm5XXS2cRzH1QyUeDr1QwypS1g5T+BfT2t1Pnllm+6LwrErHsFiaeuFwM/LYNSznUvZO0CxLjv1iIK9Wbn/nA1XhJDfu50dml1M1C36QdaGvhodZlvjeT95zux/FKFYl9tXMrpJ7X9iV/rGmrRbaZmH1mlNf01zpWR8U1W8/i9LqqlpLUbE7TmgjuXxKR6pmYXyuX+5Bd66oX/fcHwZu73tMKe+7tCvnrqIoVn7+i1c89zX284HhWcwUy3Ilrorarigl9I53Qvm42dCdKvI8sMw5Y1+wroa88gyzxQdFu5uZl5wPv7qVUYtV0+xnGQNYcqpiZfFyRgev0J3huB8ZnyvKYsUHxQ9fPRKvSs5+KkgZhMWwOsPiJItzXSVjMgRFPxboLNL3JXevLrj3FdNzSfDyM7kJqCdLtZuxpccWnqxdud2PfPHFE/VryUYs20XW4PWc2VczRbVyfm6oHkasDpijjE0Mi6g6m1qecUwZSiXOY0U/FUI7LgpbrzK2Uqyi2Mw9ISpWZ1jHHL9qxnct2ZUS7/uK+SR7f76ONthXE+++upG8Uysmy9n1XEopozguV3WumMN+9/frYnC/akW1+rblth158+rM/vML+/3E45/cffJn/FY0bdiwYcOGDRs2fAK2ouk3jHW0MtyaMnQe0SYSU0a7m8Xv52JwXsN+pb+UzKPl3Ye9DMiV4mcTveLV7YVltqTDijEBN+Zc3rcsXYEt/Yv3U5Yhg9nOcPrQgpHB5elUUljx+9ndXj1FCk/5aiQExdgXKBNe/JyK94b56hn1+GH/8n6WKSf77Y4U5RtHliXySir83ARs67CF/J7z14eX4eNlsLTlQvyzBlt63MdKqn8bKPcL60XS3QvrmfuC+aki05G4yDc5msA4FRR25Xg7QC6v203SpXgZbn0Q3591lK5efSO+Qof7nvFdS249thB/pqpYJZ27t6zPBaSMaj9jWyeeVSnD/KkMBq+TQX82SURIgvAsaeP7712YnUSmGCPDtuWrEciIIaM6TlSl+Oakr2rWybDfTy/PSqmEfjS4JRc/K2CdDXHWFF8MxFVLVEvhrxE7EV15lseKaRYfKX2NsjidarzTJK8ITtE9NtJx0InHjzvKB0lUz6/vqdwvkgw/yze3YbEYHUk64VfNbj9xer9Dl56qFYEAyDVXpUPriPtQvcRx6GtHJdOJqnDU1YI6uOsAfCaRLr8vrxe9gipyfOglzqB2VMdJxADtKtE///2BykonLDhN3jq0SgSv8P9oJ0PJq+bmKF48JMhzGd4fHmvxNmtWdCMREkQYv2lluDzBumr0wXFz7RRleSSdZfDfeyXdvcPM6asDZeOYnkvaRjqK9zc99W7h7vMzPmgZ+n0sGSdLc5yw1mNLz+OHHd2lYpnkm3GmEr/4+p75bYP/usaYQG2ddEdj9pISnxJ0lwqlZAjfWo+9n/DOoFRiOFc0tyPDIt3IdcxZpxz9gwGqgDaB4mam3C/EmOG+buguFVXh8Ne4pNkbCBnTIAO7SksnK10HkcMlJwSJ/ej/+Ebeh8slwib38jx0lM5GueKdIf6yxkfFMBb0Y0H7gwvBK8JVoLCMuQgKlpxjO/Hx0uKj4nKpcIPlPFSc+oqYMs5v99y87l7212074s4FszPMq3ThV68ZL+IBZnWgrBzdYyPiFZ3wH8TXKrOB/WGSZ/BkWZacD//gAR8UzdXXbvWa6BVTX2DalflcklJGfZRum3OGdj/z1NcMp4qmWtjtpasV+xxdBHbXeBBjg3jKXQqWwdKUjmGQ1yOJaARkDRa7Rbo+KtBPBbftSJ4Hjr/1hCLx+vMTq9eklPH2vCdFWM6FMAA3M7rw0lm9FOwfBtp64fmdiAZSyjj1NWHIeX5usK8mSBnRZwx/dpD3fOOkc7aIkOdwM9Jdve5iVPigiSmjKhwmDzx3NaOzsjYribDqpgJjIvXdyOo1bTszjAXLauj6kvmxwv+6IYaM5m6EkLGc5N50Q4lfDMNjzehybLFiG7mmu+8/U+0W+t+/JTglXW4tES1NIbFU+1c9Y1/QVgsfH3eQwPVWfK+c7KdwHSRfesv37p6FvXg9S/fpVp7ptOYyuG480f4F077/BWxF04YNGzZs2LBhwyfgn2rR9B/8B/8Bf+Nv/A12ux2vXr3iX/vX/jX+6I/+6B/7mXme+Vt/629xd3dH27b8G//Gv8G7d+/+sZ/51a9+xe/+7u9S1zWvXr3i3/13/1289//Yz/wX/8V/wV//63+doij46U9/yt/5O3/n/+N6/sP/8D/khz/8IWVZ8i/8C/8C/81/89/8xt/zhg0bNmzYsOF/m/inWjT9vb/39/hbf+tv8V//1/81/9l/9p+xriv/yr/yrzAMw8vP/Nv/9r/N3/27f5f/5D/5T/h7f+/v8c033/Cv/+v/+st/DyHwu7/7uzjn+C//y/+S/+g/+o/4O3/n7/Dv/Xv/3svP/PznP+d3f/d3+Zf/5X+Z3/u93+Pf+rf+Lf7Nf/Pf5D/9T//Tl5/5j//j/5h/59/5d/jbf/tv8/f//t/nd37nd/ibf/Nv8v79+/9V72l3FKv+DBnuO7bifXL5Zk9cFemworKErcSfQhmJPDk9NpR2ZflQAxlvv5b2ZKbSi9eErleSz6hLR15cKRSvJNphyWHWYp3vFfXNxLIa4qroTuKj811qt+sl2bpqHGHMybJE8VdPlJUjrZpqN9P9es80W0wRUCrS7ma6r3dXe/3Ibjfhg8INMvRd1wvmZqbIPYUVH6j3zzvS9yds7ikeRrSJZOra6t8vuDHn+e0e9ZRjD9Iy15VHqQRZIs89N9XE5Vyxv+9RmVAJ7qlkmsWDBCQSIesMYdUsU04YpJVPEch+b4f3WuzynxqJlak9FDJIWBXrS/xFcAr3ELi8b0lerPjjlcLLdivBa4ahxL2vmPviGqMgxXm9n/BjTl1Kyn0ICr8PmEL8d2wlv2c9FYRXK7vdhBss7uc7tA0UhwXv1Qtlul6jbqKX+B1zkCFLdaVTXpLsC8/hQYY3i8NM0yyoIlC1CwmhU9efTPjrsHgMGdmiWIcc98cH5iXn7kfPxNlw+XqPPhvCopk+1Nw9dAxDwTobukvF87c7sr20y9fZ4Fehfex+Ybr64nwXf5IuQsv435pkEL/P0fXK+bnGFNcB0GucRgoZS29xf2Wimwp2x1GEEMUqw70qYf+ZM1pH7g7DNd1dvFumc4kbc/YPA0pHvBPKJTiNKgLlmxGufjHANZ5Bs4w56ZzDTjxl/KnAWolaUDvHoZ5p70fmJSdTiY9PLfNkefrq8OKhpnaybpwzTCehQG2z0u5m4qzleV733PGHJ+JB6OjzUMEftf8v9v7sV5ZuPesFfxFjxIg+u9mt9XW7cW8MxwcjxBYlhJCF/wAuuEKmERLIRgJf0JQQRcEFEhIYJAS+AEzdIMQNQsISAuwLRAkuyqrycQNudvs1a63Z5MzMaMeIGBF18ebKbVPosFTap+yCeKQl7b2+XHNmRp/jeZ/fw9BLO3tbJTinCfVEeh7odecQRxBOuF5Lw/15kDcIgXAmKSzuFJNvOrGqB8UMDJUhuLbMU0D1lQ3DY8Jq1zD6EPOJVKic9nK9cY0hPg/Urt87cXrMeXF7xG9H5iHE+5CuNzRNQhSNl5BI85wSJ47sO4/ocGJddrguonolA9T2KJVD8yA2dpo4nBdGzniurNjdVGLznu3mmw+eadqY6cyXal3E574g19/Rh5eh6xd3R9ygqftzZU46imVX9Fx9cY9RnigZ5Rz0IeaDhs2qJfmOE6MPZVD9rYU+hIR6xj/FrK5rVDjR1TFhJEwmPwVE2nN1K7Z83SSksSO57tid617iRGyjPHGEyUicO4zy5HlPmfdkL2oSM6CMJ/x112E7ij02zQEmGjmeMqou4f7Vhkj7c4gD4eltew4PBa4+B3liR1ALd6hqpIaqOyRyjakNV+8dpToknDFrS5SMbL/riTKx6GSkOaYURY9SE8fnTO5ZwSyMsV8uGDrNcV/I+MagmKZA6ny8cMzmOWAGumPCOuuovr4mVBOTDzFmhGjive97TZaKxb756Mj2RQWNDNPjA977cE9dS9hisFKZ8vTxhu6UkH3PMxCgtBwbRWKpegnW9DaS0MkpI84G7CkmWQnrcKojwnBmu5V9kxSON6cS20do4y/WnWsjDvucp1crDk0K6TdDHf896Xd+5f8B+tf/+l//hv//T/7JP+H29paf/dmf5ff9vt/H8XjkH/2jf8Q//af/lD/wB/4AAD/5kz/J93zP9/Cf/tN/4vf8nt/Dv/k3/4Zf+qVf4t/9u3/H3d0d3//9389f/+t/nb/wF/4Cf/Wv/lWMMfzET/wEX/jCF/hbf+tvAfA93/M9/If/8B/48R//cX7oh34IgL/9t/82f/JP/kn+2B/7YwD8xE/8BD/1Uz/FP/7H/5i/+Bf/4v8Pt8qiRYsWLVq06LeifkvNNB2PRwB2ux0AP/uzP8swDPzgD/7g5TXf/d3fzUcffcR//I//EYD/+B//I7/9t/927u7uLq/5oR/6IU6nE7/4i794ec2v/xlvX/P2Zzjn+Nmf/dnf8JowDPnBH/zBy2v+a1lrOZ1Ov+HPokWLFi1atOh/XP2WeWiapok/+2f/LL/39/5evu/7vg+A169fY4xhs9n8htfe3d3x+vXry2t+/QPT2//+9r/9773mdDrRdR2Pj4947/+br3n7M/5r/Y2/8TdYr9eXPx9++CEA1T6jqhNmQH09pXVihYUr4dqkpdgsbxH38TlVcXUjqZGgGAjURLZthSOj5ktFSBCCzsVCGHqNn0KKomdzVVPkgsr3g/AwzNk2wodE6SCVCv/bim4vNoKOZZn85sUBkw1UbwpZ+jey9BqsHaGaGDpNs8+oPim5/cKe0YfMc0DbS/IqLa00pDupLWmamNErwkiWQvPMYgctjCofMr9JaNqYeQqZeo0uBqa1fKYokWqBLLWESlgdlROGUmYGYUqpiWhrpYJDe+HrzAFsHHne4ztNeE73EcL8/ZV8jnPiq7cRvtOS1ghmeqdpmoR12aHMRLhyBGZC54PYC5MwR8pVh3chKvLoq5583TGOkjQJghn7ayvKXcvzIcfZiNEpVC5L5VOvGZ2mOmTw1r6aYR4CfOkZe32x3d4ytcJwRqeD2BuRJ4o8WnuqKpWqi19ZkSWOcZBaHnVvsFUsdQcz9I0hANpDSpo7omTEWS1psM0Aamb3Ox4ggN5FlFcN5XsV+qOGMJrQG7FLdeSZrbynqHSwNwy9Jk4H8txKFcle2upX6/bCkFp9cMKfDEp7iqIj7MReCUKxGBMzoPUkvKzzeaHNyDgq2laSnW+rbsJwxk8hWSrsoL41dHUsvKczH6rrI1wXEeqJza4hOjNo/C+Xst2eM6ndGbRU9TzFUI7y77Unue7oWvnZoZ7Y1xnWauynubCLpoD1qsXseorEoY3nelsze6nF0bm7pJGaJhG7MBRmjTITdROTrnqiUM4v9b0nVpuW0Yesz1bCZtVerJZ5BtdGaC2WR6Q9VSvVFpt1A1NAGE7o3NGd01qRGQmAYAxJM0cYTQRDwGwm3KDpesOLL31G2xl2NxVNk3B1c2KeJQk7TSHppsd5Rb5r2dzURNEonJ1PxUJse4N1mnTdY61Y+w9PJXUXk5U98U3LMCje/+CJ1VWDzh3DoDjtcw7fWEtyGEmbHU/CYPJebMz9Kb+whKYpFEbcKNe5LHHERs7JUycprXFU5KnFDyHrXYMKJ6o2YX/KcA/ppc7GRCOdjdjmLaNXqFDqWgCyTUeoJtAzdZUwzQFzp0kzd2FS9X3E4ZjTNQZvpU4l0p5DnXGoU+FbrTv2D6WMYMwBxzbh9FiQGYftDYd7qW8C2daHh4L2l7ZyiZ4DTs85VxupK1HpeNlOzX3OeteQJ45AT+SbjmkOeHhYsfu2PX0tdmYYe7Jtx+khv6RSp7MNOk2BVEoNmvt9idITq21DXSccHguU8Tw9lNRVQlfF8F2ScL25OeJOMetNS/9JQd1IcrlvDbGR9GSgJ+yoST+oMGcbtqtiQuN5PIm91/UywlH98hZz3WGSkau7E4cm5XZXYc9J4mkKCAvhD1YnuU8VqfC6GmuYpoAkHshSS5HaS73V2zSsVhOYiTCcqbsYP4VyHQxgteoYOs3pOSN4iNldnXlUW+Gk0av/5n3+v6XfMg9NP/IjP8Iv/MIv8M/+2T/7zX4r76S/9Jf+Esfj8fLn448//s1+S4sWLVq0aNGi/wP1mzrT9FY/+qM/yr/6V/+Kf//v/z0ffPDB5e9fvHiBc47D4fAbVpvevHnDixcvLq/5r1Nub9N1v/41/3Xi7s2bN6xWK9I0RSmFUuq/+Zq3P+O/VhzHxHH8/90HXrRo0aJFixb9/51+U1ea5nnmR3/0R/kX/+Jf8DM/8zN84Qtf+A3//Qd+4AeIooif/umfvvzdL//yL/ONb3yDL33pSwB86Utf4ud//ud/Q8rt3/7bf8tqteJ7v/d7L6/59T/j7Wve/gxjDD/wAz/wG14zTRM//dM/fXnNu2p9LUvttjaMuSwDp+fl/KKQpdX2lIK4NLQfC5zr8dUarTxzo1GRZxg02a5j6rWk4TIrNSG94ukb24vlc3rKBSzXSHIiOtd19C7CNRFmZYmiEa095nc+k+w60rWk3FwX0Q+RtE1ftxz2uaQTasNkFf1zQlpYSWelE34OcF1EnlpcLRUdfgpp25goEtDb5BTNKWEalFReAO7TnCCAoYvwhVQY+INB5QMmHogKJw3zPmC06pwYUYTBTNsbJh/w3KQCphy/Wb/inFRC0CpmH1J/dU0QzcytbDMVj3TPiaRa1Mxq3eFaQ7KWJVk/hehzW33vIuJEYG6hloqG0IglVj9lnPY5UTqeayhmmoPYZME50efvHPUpYX6KiYwkGKcxJDBSC7JZN6gzXLTctBw/WROvLWbbk697un2Ktxpzbq6fZ0gTSUxOU3BOAilUJMfRuB1xg2azbqUe56UlKS3NPmN3JSDG2AysrprzuRaQZo7jcyZ20Az9oMV+PSXYQdM0Mf6caLvZ1Oz3BVp7Vrc1UeQZ+4j1Fw9cX1UEwUz1ppAqkWjCRPJ+QBJ7fgqJrzr5d14xrUeGrxUEIXgfcnzOz9UoE9Mo6aG30Mw4cUzn9xGEMzOy9G6dpq1j2BvW24a0sPAWfvmcoI1HaTnnosjL0vx31JjIo5KRPLeMTqxF/UEDnSIIJ+pTgrMaZgRaqCdUKKlWdddxOmaXegzXGPanTGqSRoU2ntWmlWP2aMhjsbWVmnCtWKQqktSUiUYmAvwQ0p0EJFg3CcdXK4bacDhlzHOAPcUUuYVGY9uIOHdnO1ysvaaLMYUTm1BPTIMSAGRtGJxm9+GBrpGU1WRmqUc6W/wfv96xWbUEwcz6bAeqcMY6sVD6KqbtDX0fcTqmOCcWevFdzwAMTpPEA9McMFaG06tS7JtDwjgqseGngM/uN7hBEq2TD8nWHTef36OVWIWR9vgq4njKiCJPasS6Gs4J1WmS+pWHX7zBaLGWehexvqmxX17h9gmbQt7/y7sD8xzw9DWxu7ZlewbOgomkaspPIa/3KyLt5fP2RmqO1CT7azVwtZX0HEDfR5KqdAp/NKhIYJlROqLOoMUgmFnnHXneXyqr5iG87KcX7z1z6hJ8FaHOIwMmGqnrBJ0N5L9tT2YcTRfDDOMUsita1quWodcE4Ux206DVRNsb7m5Ol/MrKeTflRsBY+rIi21YOmIzUjUJ88wFjtrWMf4toPh8r0pSx0cfPEpq9G26dN1jDzFJ7rj/dIvKBrpzZY4fFNMQst02uEHuU+F9TP9zW0zkpSZIe9LSMlUylmIHTRCAdRrzhUoSiV6s13kOJJ14Pj+GWqzxJJXrdb7uONWJVNIkDq0muj6SVHc4ESeD2NDn6pbjmxKCmW3R4t6kJGYg+jRmGJSMQ0wBSeGYb6y8fyPQaNdrgnx453v8b+pK04/8yI/wT//pP+Vf/st/SVmWl/mh9XpNmqas12v+xJ/4E/zYj/0Yu92O1WrFn/kzf4YvfelL/J7f83sA+IN/8A/yvd/7vfyRP/JH+Jt/82/y+vVr/vJf/sv8yI/8yGUl6E/9qT/F3/t7f48//+f/PH/8j/9xfuZnfoZ//s//OT/1Uz91eS8/9mM/xg//8A/zu37X7+J3/+7fzd/5O3+HpmkuabpFixYtWrRo0f/c+k19aPoH/+AfAPD7f//v/w1//5M/+ZP80T/6RwH48R//ccIw5A/9oT+EtZYf+qEf4u///b9/ea1Sin/1r/4Vf/pP/2m+9KUvkec5P/zDP8xf+2t/7fKaL3zhC/zUT/0Uf+7P/Tn+7t/9u3zwwQf8w3/4Dy+4AYA//If/MA8PD/yVv/JXeP36Nd///d/Pv/7X//r/Yzh80aJFixYtWvQ/p4J5nuff7DfxP4JOpxPr9Zov/t/+z3hWrLYNvY3QWkBkD683rG8qTl/dMEczQTEQRhNjZYi3Pe5NypxMJJueeQqkU2wO2O1qnu5XJKWlf51BMbK5ajg8FaRlT3dIyX8lovsdHXEy0DfSH3d9VXHqEoFs+hB3lH4lbUbcZznzamR3XdE7TZE4Tm1CX0vbfKinS/pCG4F+jU4xDYpyI8C/oYsItccksuy8yTtJHB1jgkCAhavbWlIuVmwMrT3tKSFb9ahwpjqkrHcNdZOQpY7TfUF2JT15QTDTVTFJ4SQ59JwRnDTm/YbESMP7YZ8zWyXbr4nYXDW8PZrnOaD62pq5HNnc1DRtTHoGTzqnMUZAg6df3VJ++/MlJXOzqXl9/01QW6hlGdj7ENcJQFSt3HlJWSwcZ8XayPNeIID/OWX+XyqBX2pP86oge1FLaitE7Luz/ZCe28xPTznzFKAqTfRhLcfAoFB6Ioqkh65vDHEuje+2MTAHhNozOYVKvPzc/1JSfP8To5c+sDgeGAbNPEOWOnoXUaSW/adr4itJhcVmZJoDutZQFD3H+wKdj0w+ICssXWvwrWZ9W3N6zuV3jiFRel7Wn8/Hhw+Jc8cq7Wms9H1tVq3AKLU/g+wE2GjMSHtI0Zn0AbomIozedu5JK/l8jAi3jjy3uHMX19u+uWkK6N/2PJ5thzge6OqY1aalbgSaN40hcSp/n+SOwWm0GbGVQCG7xjD5kCR32C4iPXfNdaeEQE/SWYX0702T7OubbUXVS2opSxxPX99CPFFeNTR1TFH2l30/zQFVlZKd+87cqAjgAhN8eiwp1x3VZyWzmYjXlk3e8ebTDfHaorWna2Imq1jf1LhBY7uIJJNOubdQy7GOUI1i9e3PuEEgkl1vxMrWcqx21ggoVXvpIPzlgvR37OmsIQxmsdvHkKtNzf5YSIL1DLLMNh3TGUiqI4/rIlbrlsN9SbLpGQdFHA+MXpHGjtMhIystiRmoWgFCDqMkz/wU0rWGNHNo5Ym19JsNbUS5bXGjYnRi/4xOEScDQTDLNeOYEhwi5tVIUtpLSliribqN4dzF6b0k7qomwZ0MxXUrlncsdpOfQorU8vycM1kNQ0D5opbrjBaYbx47/BTw9Fyw3TYMo+L0lJNvJWk5TwGrdcvxsaDctTSNwBddYzC5w4/Sc9f1hvB8rh+fxeplhtiMhOHE6asb1l88cDonxubHmPC2R0ceW0nqsjukpOfkXBoPHA8ZN1cVKpSkZxjMZIlYdvH5+vj8akW87SXdaTxJPMhxcD4u0nhAhRNPDyuiVFJpsfY8/soVwZ38/nXWc//xFsYAMs/muuawz8nKntEr3H0qfZw2osx76YE8yjV+m3cMXpJvb6+5fR8x+wDfad77cM+bxxWTU2xuak7HlMkpbu6OPLxZc/viyP6UCbTVKXZ3J0mOj+pyLA2j9OSNVjo7w3PaPFQT9jEl2lqxyq2WZHUsUOA8tfQuoq0kSffw1ZiPf+T/wvF4ZLX6Zvfqf0u/ZdJzixYtWrRo0aJFv5W1PDQtWrRo0aJFixa9g5aHpm+xknhEGQFHuudEbKIuATVRNwn6RUe4dujYyzJiKmkydWUJRrEl0sQRhBA8Sr/Z5rqmP8WYuw4CODwJkMzZiHzX0nzOo89QyigZiZKRp+eCyYc4qxlfp6xuawhmbGOIXrakZc+xShm94v7Nmr4xROlwAVLOc0BRyNLu5GW5k0ZRVwnGjOhkIFAzZdrTv854POYEwYwpHeiJIBZrwh5lydyPkopTZqI9pNI/NQUcn3OxW+YAXYpFImmHgN11TRhO2EFDOJN9VGFrQ+8iOhux2TWEiWy/4BjRdkZsNhfR24jwxsIQcvhsRZo4qlPKNAckycA4Kozy6A8bpkk6tqYh5NCk6HhkOhqYAqJ4RKsJrT0qmlArhz/EzEB7EoCeNiPqnNIBCP/XI3niSMxA30fkL2um6QyaGyUJ97ZfrG5j6jqRZeO1Rb3XioXhQ0nyqQnbG8ZRoKUBYLTHZANJYckL6ZoL1UR3SOC7ajobMfoQ30tCZZoC5ink9Jzh2oj9fUl20xAGs8Doenn9NITUdUK8sXgXwgxtLZbD9kXF6ZARqIl5H3N1U+HHEHeSbrq3UMl11mNHScwUec/TQ4mzEadnsR8JZowZsb1hHkPGxuAeU+g0SeoYxxDXRsx1RPyiJc0cTROjwgmtJO1if2WF9yGrdYs7xozNOek0KuZBUX1lc952MyqaLt2N/TG5dPmBAEZ17JmHkP6YkOaW9tOSrkowuSPJJLED0n3WPmUE4cTDc0n9mF1gj0xgSksYTmw2LW1nSM3A8z6ntxGTD6i/viIMJxIziI3SGzkHRklgknmYAorUcqhTsp2c60EAU6+4fnmkTCyu16S5patihoeESIstG60s5kPZ931rpI/yGF+AnnUjANK3ac8y67Evhku32DAo6QwDng4Fed4Tqkls3U1HHjtmpLvPHgXAWTcJOh/keLUa++UViRnEBqwihlHR9gZXmUuysu0kBRi8SuhaAeQe6vQ3WHMqnAQEOcN7Nwf6xjAMmtNjLgDcu4501RObgdNzdtk/YThLqtFqXK85HDKxjNcWFU40T/JaE3mM9nQ2olx1hMmI3lh6G/HixYGi7AmCmX2VocKZqY5oOrkWJyuxWYuiZ3aKtosJYwGxXm9rXBsRRnJt9+cRi03RkieOqkox2SDda0DTxJJa3DoBUMZid0cvW4q8x48hBFCmlmzbMs0CUn1+UzL7ED8HPFU58yw28alOGQZ1uZ69HVsIz4DU6pBy/PoG95gSAIdPxYYKz9eZ0Svuv7LDZ7I/QcCb5V1NcteSb7rLvScIxJKP72ScIksdx0oSay9fHAD47H7DOIU0xxStPc0xZX6TELxKyK9a7Ci2oSkdh6eczUaAqsc2JVlZnquMLHUUZc/u7nQBKw+jIgxn3KjO8EqBD2s9kcZipydmgGRiOEh6brJyDqnI09cxT6/XdK0hSka519y9e6PH8tC0aNGiRYsWLVr0DloemhYtWrRo0aJFi95By0PTt1jVZ6VAxbwiu2kw0YhSE3Eh4ET1SzlBODNaJQmKdGBVdPinmOy2kS6rUSCG+ReOHE8Zh/sSAgiDmVBNrHc13inixGGtJrltcfcp3ocUmWX8LJOutFG66absbH9FHmZwJ+ntUmoiDGbm8WzrRSM69lTHlDgeOD4UFGVPkVuCAMKNQ0WeeZY0kTEjj1++Aj2TJgP2UeyqtLCEZ7CleRMxWYXSXpJKY8A8SpeW2kfkq57w/1EyjIqy6CUJpibspzltb/BTiHtKuLk+SV+UDxmdxjaGYVQUq17szCtLEg8Mo2I823tJ6lArBz6gOqUEDzGujeg7w+gUT4cCrTy9jYjNwN3Nib4xKD2hr3pULMnBaQ6YprcgxpD4RsB52aqjecqwD5ksVcfD2dIIqNuYpo1JkkF674KZQM0CK50CvNX4R4H46a9IamSeAoZnsfimIbzsnzhxGCM25DBIcmSeJGFYPWcE4Sz2YTKSGLFc+tYQRh7bRXir8E5JJ2E6kKysbFcbcTpkhEoSVlQR0yB2UZSObHcN8zFitIpEi3Wz3TYk79dUbQIPMYHxhHpmtJLQO7bJJdVSVSlpKVBWncjvLnJJ3cwz6GKALsRcd6i1o30Qq1aZiSAfyBOHcxrfRGg10XeGF3dH5o86vA/prKG4aUg2/SVRt7quST6qcJ/ljE6RnPu+VCjptu2uITYjUTaQxw7XGPJdi8rEsr364h6TC2DUngGHIGC89V1FqGbGRpNse5Se6B4zzF0nIMxwZv9UYMyICifiTNJK8xiSfVRRnVKOzzm909haUq7xuj9b1aCygapJ2BQd46gYrWL0IUEITRfTDRGTU6TxQFw41h8dibTH9Zo4HskShz0mTD4kX3fEayudhpPYJ2k8EJz78KomIdlI2sk7sYLfplJNPApEFhjOwMJ+iLC1QCLLq4ap1/Bxiu803ofgA7LvOEpSLJhRO3uxIm/ujgIn7aVvMwhgurVMVYRRnjLvubo90Xxtxeg0o1eYaKTMe56qnN1VLcDKTc/VqpEOw2CmqlLiwkn69JDRV7FstzZis2mJ04HJS0o1iUY2dxVVI92XXR8JjHNUAqJ9nZImDucVblSSEg1nHg4FLz63ZzqDGLNErLSmjXn5/p4oOvdlmoFTK7ZlWXa83B0l2TgF7E85+8cS38t5qyOP/0aOjjybvBOrs04YrOZq3VDmPV1vSJMBOsWhTulbwzwH5IUl3fSY3FG1Ys++hSMn8SD7MRpovraSY3vdC1CyV5h8gMwTriW5aXY9z885UTxSpBZrNXM8Ccw2lev50/1K+iyBvjOYzLFbCTA3z60Akm2EdZqhNnQ24tTJWEq56qjbmCiVczCMPNN2QH2+YTyn3jZFRxyN6GTkVAuQk1kAnkqJnRyc4ZXVKcUO+nJ9GXqx3YvUcvx4jbOapo3ZlmIZzkPA6kVFHA/EK0tnI6YxZLVtQMu1vDh3ozadeed7/PLQtGjRokWLFi1a9A5aHpq+xQpLx3bTkMbSbh0EkMcO+5DJUPX3SSXF6u03oTng6Ss7wo1j9NL4PnrF5AOaOpaKiZVFpwOD0/CQMHpZpeqamOnTjP4hg1z4Nr3TcG2xTlYNmiZBpSNxJBUgUTrCEKBfxdiDfFOJN5bRyurM5AMZRtSe7V2FnwIO96U87e9j0mSgb6WioUgs19/2xOplRW8j8jv5BvL2223XGqYvtuhMOEd5YQnUzObFSTD6gawA9N/XoZXn+dUKUzq09gTXlnEM2eYdxBN+Fq4KwUwQTuSrnuY+lwHdzhCng6Dxw4nZB4yvU7rWkGcWc92hjSd4KTUIWWYvtTZdEzNa+ca5rzJ0PGLvpdohCCf650TazkdZ+VmtW4L/rWQcFOOoCGNP/qImikdGr/CvZNg8NiM68vS9sLq0mogiT7Lr5JtPYTF3LWOv4btlSD+JB9TayYBiOgprp0poK9nnozvXg9xnZKmlu88JjYc5wH6tJC8smRlwVjNPweWbab7uiQuLPclQ/vDVAq0mikK+5bp7+QaXvGxICod9TEnigd5pgvU36wXUmdmVxgP2EOPz87C19uh45HQUXkzdxvItN7fyDd2HjFZqfw6vVwyfZUSxcKAuPz+YSa9bukpqaEI9czzJIO/25YkwnCmKnjePK6JfykgSYcyE58HmvjPE8UgQzLQPOWwd+ispfgrYrNrLZxi97Ec/hDzcr0kKi3MapaUyo/p/XhOcV3RNPHJ4LBhHRZn31HVCkVqCaLqsLua3Da4yKDXx/OUt5boDkBWLXr4Vp6teggaj4vbmxDBobm5OaDURIFyheGXZbFq2ZUvVyTEZhDLQGhWO/hQz+pB03cu3bKtpf2FHVSdMY0hzTKjbmHTTcXVdSZBAy4DvNAW0bUzdxTKo/5wQhjPrrCcMZkw+EEcjxyrFP8WEoQQRlJoYalnhaNsYghmtPP68opd/14Eol5XUza1U6wxdRHjmcG2yjv1TIcyncGJ6jInNiDnXjGzel+HbEFmhC25lVTKORo4frxlGRfeQsX8qGKeQMJjZ1xndQXhGUTwyWNnGOh7JN52s8iUy5F0kligeMdFIYyVAEkVSkTR20YVXlRaW4NbSNAlNb7APGSZ3ZIkjSQb2VcZV2RAEyPsMZm63wsFzTjM8xzwec8q058XNkc4aBq+IkpEgEK6YyR3ZpqPMe7LUMd1Z0sRxaFKmUZHnFh15HveFDDufB7HzFzWboiNQwuOqPi2JtGfopaKmeU5xjXCXmjpm+CSn6hL0+y0wEwYCrktWsvKnUrkuTeeASBCKg/H8nHO3rYhKhxuV7MdiYPYBbRVLeMUp3tse5TNpT10lxOmAH0KKxLK6brA2IjHDhZ/lv54zz7Jar/QkwYw2Iksd3kvwZvTCs7rbVsTa40dFbGTl9PhQCvupjZlbqXwaRhmkn6zUQD0fcjYfHaUm6RDjvOK0z1ndyP2orYRXmMeOKBk5PWdsdg2351oaFcqg/Dvf49/5lYsWLVq0aNGiRf8Ta3loWrRo0aJFixYtegctD03fYqloomoTehcRJ47Dfcn9x1vmaIIAxk8z+lc5bSdDlUOnoRxJc6kUCM4slSgSK2Q+t71nqWOeIf6owlpNeIhkWPzbjqS3DcqILWVtJMu7g0KZCe9C0lwYGmkuA4BEM9OHHemuo2lihk4TJVKlMXYRPAo/pLMyLGlWFlfFsBqoDilJJhZSYw39IDyWPLMMv7AmTRzNJyXzKZJ6jcowNlI5MM0Bk1XUjVhe09XA6ZMV5szKCBMZSHxrl2g90boInQ4cq5SqSQiPEauip61jgmzE2Yixlybv/hTTNwbfCvtkPg9sRpFnaKW9PtJiL+SZ5XBfoo1nd1ULr+Y8FEo+0rcyEG5WTioHkoEkHqibBH5HhTEjrosInmKaU4LrIjZ5x/Y79vhflcF2+zoT66w3VAdhxNhzzU0YzPhRsd5JLQyAnwK8VcyPMe6NWBBYqSYJgpmp0/RPKeV7FadjRnZXY+KR4OOE4tsP2EHLcr8Vm7coe+ygaesYe4rRmdhXwYct3oe0XcztVYW56djkHa4/N7UrGTAfBk1R9phk5PWrDdMQ8vycc6oTNneV8JwGqZcxZmS9aWmfU6LIy5B8E8tg+hSAD1Ba7Mm5FPZVnA7MPmS0Cr+PaZ8yksJRpj3TGJwtskGGTEcZig71RP+ep2sNtouonoQPprQnDGaOX9+g12LLuA8cfWvY7wvseWC17QyHfU6SOUzhiM1AFHlcZUgyh/+2liK1hIFY1JwHUh8/W3O7q4j1iIo95lpsuDyWQedpDkg+qAFwTjN6qW9pzwOmkfa8/3LPsU0YreJxX1J3EsaYZ7FS9/clT79wLftgDFHaU9cpfgjF4p6ERVQdU5Se2PwvD2SpHJ/zIGweP4W0vcFEck65LuLF7kRRdDDDm0+2ZFet1Gm4SLhNU4CfQqLIc/XFPQBl3hNpz/qmwg0aE8sgf12nmH+35nTIxHpMHPm5Imb0IYGaaB5liPqTn3/JPIWsV63UXtx1tJ3h6ZhjMrFXXz+seXiz5sXtUcIB2lM95aitw08h+V1Dkjva3sjgdq8xpZXB6EmYW0k0kqVyTZqmgHnmUiflfYgKZzLjzpY1HJ5ywsjjnGad9YyjQpuR+T7GaE9804r91MUStIkHDo2cj6tNS9fEl2qQoTaUL2qUnjh1CQ+Hgk3e0VhDHI3CFgJcE5HHju5cuVSUPW4QnlR0HtOwx5jV2d4NwpnUiG26P4kdPY0B6w+PVMeU611Fkjp2txVh5DGFo1x1MMt1dpN3JIW7bINhUPQ2Ymy1hCZ8SJFbyrIjNiNF2cv1eQyxDxm760qsO+MlFFK2qHhk32ZiPQ+K3a6+MPUeHlcoNaEjz9NDSd0kuEGTfcdRru3BTBDO3O5OvLg9cjxkdH1EHJ0DDC7iqcpprCHPe9rOUDXCN2RGeFtXHfiAcQwps56rF0fC1zFF0XP4bEXzlTVqLYP6wXmI/PS6RD0Y+vtMqnp6zXrXiDVYpxyOGb2N2JbftPD/e1oemhYtWrRo0aJFi95By0PTokWLFi1atGjRO2h5aPoWa5oC4Z28/YtgJswHgjFgOhm4sagrK1USh5istKh4lNbs8/LoYDV9a0hzJ43QY3hpyp7mgDQZCF50ZKnjdC9pC2EIKbxVxOkgCSEXYvIB+ysrSdichAFjSst0ro7QkWc+JwfiSJrD9fstsRm4WUnSL9KewHjir8WEepI6FC3Y/WFUdLWwhdzNyPHVCnVlIZUlYIIZlY74Tjg+ycrCmRmljEdtHX1t6D4rWG1kidQ7RZZKg3kQzEznJI9SE9z2+Ckg1BPXuwr/FMtntOeqlVLSTUnuSHP5XSDLzK42NKeE9pRQxJYglGTJ2yVzpT2BEi7IXEXkiWNVyHJ5byOpQTCjVNpEo/CoXrZEyUicDtx/+Yq2N4TfJjYN5Yg+V1OkpdgdQTjTVgldlTC/Tqi+vKVpY+LC0TUxdJroZUvyouV0yJjVLLUiU4A+KMJiuFg/fWek/ubbK05nmypLHKZ0lGWHdRpm0Majs4E4kVqQeQrFxnyV8vorVxBAP2h07IVp81lEXNrzcRcxzQH5tiPOBpJMlvzdoIU1NobymQ4pVZWyvasAsL0hTgasi4iTgfW1bBOjPfm2YxiFxZOWPTzG6KueZCct7scmZZ5CyrzH9rJv+s6QxgPTGJLd1ZRlJ9t93ZOYQWootCccxXp1jSEpLQSIjV1Yhmexaqk0XRPjKnNpSTelMKHefra+NfQ2Qp0rMghgmCTtU+Q9KpxIUuH6GO3JEkf3Jhf+j9WSXn17Pg/yO/pRi/2TiS2ZGDluw3Bm8sIvCz/XYqKR3W2FPUp6tlzJud5WMZusI9QzQ6dxXmGdJiulSsef7dWuSrCDpkgsWWE5tCnWRQxWs3lxwp8rfapDxjQHuErYSmk8SC0M8Pyc4wZF9WvbiwWjz3bl8+8Uq+5wyOh6w+nwzXqSKBlRmdhK02bAfGLEerIRWWpZl5Jw84MSzlAsn/XplMNDTN8azMoy+QDn5JrxlnWntWeuI8q8J8kc9hQTpwN1L/sxSR3ORph4ZPYhE4FU+Xy2ph8iCGCaQtLSMo0KpSfuH1Yk8YAfQ8wHjVSbnK9n9hhT5FIp9TYFOoyKUEu1kzEj4bkuavIhKpzIM3tJ6o0+ZJX2uDbC5AOtM6yzHjcoseInSRS7Y8w8g0pH5hn2jwUAdS/bLo5HvA+5vqroekOcO56rjE3WocPpwsQLAii/7VkSjufrnp8CmANmL4nefNdKxdIoqePTKaWzEdVJUmzTyaA2lsMhwx8MaWFhhvuv7ViXHX4KOX5lg1aTJFH1xDyEst/DiSK1lJuO8HxtzWPhOjmnCYKZY5tQ9TEmHfBO+HXDqHBWYzvZZnWVkMSDJJ+z8+hCFfHe5sjuVkYj6i6msxHh54TJROLZftcTSSIp6he3wgbLbxuCD1rylzVpMrBad3S9oTqklHlPmjlGp7Bev/M9fnloWrRo0aJFixYtegctD02LFi1atGjRokXvoOWh6VusaQypTqlYMQGsr2umURFkI8lNyzSGBKEsbcYbS3NM8FZJTUk443tJjkVvqwwiwb0PvWZsI1ZpT31KBB7ZGwI9kaeWUE1kq455CBmcZnSKQM2SXvqwZ7VuWW1a7l+v8T4kSkfKq0YAeJFYV72LmCZpQNdqYl9nNEdZts0Ki/1gIC8skfasig7XRJho5Oq6ou3PKZJSYGeh8WRlj8pGSQT2IdMUMo4h0xhgG0lJ+CqCKSDcWnoXsX+zIlDSoG4HTVWlbNatLKH/conSE8d9QRR5GmugFAik0hNhJA3nKvZ0VUxbCZZ/GJVUyIBUieQDr57WZJtOYIhHAVIG4dmaO0WQeOo25lSn2FrgcUp7umNCuu5R4UxXxQJpOzfVrz460jdG6hh6TbnusPcZBDPOil0z+xB6JemUFz3ltz0z1lJRwQxBLtZq3xh0LMv/WWlx+wSfypJ3GM4MTqMjSf75KeT2xZF5Ctg/lgK+8yH+DGU0RtJF46hoXhdSLRFNBHc9QTng2uibx+8UMH9PzTgo4mRgVfRn8Cm4T3JiM3K9bugeM9LcsbquidOBQE9MDzFtZ0jMgO80zkZ0+5TulHB8KKWaxGmaY0IYzPQ2Eujp50+MvVSlvIWr0imen3OuNjXORmSZZfQhd9cn7NkqHazGdRFpNBKGM6c6gZue46drQuOZgSR1RJGnel1AKrBQdWXFZgzEUpp8iGsixj5iXXaX1vShiUiSgSKx6HwgOkMfp0ksN9sbDp+uuD+UdDYif1kz9lIN1D9K47tJxIrKjOP5kJNEA7EZMLlDnauIotAThjO6GMhSy+gVvdNEpbzHuk4vQL/P7jd4q0gKxzoVUGJbx+jYc3N7JEucgFLNwNOhuCSnXK/JCsvxqeBmVaPVRFJYitRy9eIkQErlcV8pCQJIczleuO2ZBkmAjV4JtPK24mZdE7yW88ukYuu5QbErWsqV2Kyrqwb/Ram8ud1WGOWxg2YcFTfbivHjHALQ4SRJ1LueaVAUqWW7bQTwGcj5mxiBaK7eO9HZiGHQvHz/mTy15LG71LNkmeWqbFCx53DKmOeAwAcCBo2dpAarhDDyrNKem+sT1SFjXXa4bxRcb2uUkSSmSkaKWJKBb8+pm5VUWL2t+IniEWu1XB/CWWzQQREGM0Vi2R8L5kFJQll7gfEeUorEsSskpRdvJcEXJSN1k2DyQaxGp7FOapdMNNIPEbERSHGeWT59tePpUDCeLezTMZXrpo1oOoGU9q0hCCcmqy+WYADMXuCWzAJQnX3Aoc5IbluUmoiSkdlMWCtA0Oiqpz3boO99973UMA2aXdGCC9mWLU8PKwDqU8Kq6BjHkMYaTl2C77TUpahJRlGmgFDPAkKeAzbrlqLsBQDtFH4KL2nKKPLoteWrX7+jahJUOJ/tQcWmkJGOUE3UXUz9lBGGkrquu5hpEntz9CG9jQgDqZxa7xra3tB9dUWSOdr+m9fA/56Wh6ZFixYtWrRo0aJ30PLQtGjRokWLFi1a9A5aHpq+xSpWPaGaqfYZzTHhuJckRJRIAiIrxS4BcG1EUjjydY82I80hJdt2uGOMq2JUOKGSkaywJLkDF1L3MSYbKMtOwHg+4Fil2EbSd8m2Z2y1/O/M0dtIer2ikeN9QbyyFHl/eb/tc4aOPXTSwK3UxOGU8fR6LW30Y0CRWuqnjOgMS+ttRO8i1ruGpkk4Vimujc7QPS/Wj5LlapA0XPyilaRX5OX3vDHUVUJgQ6J8IEoEFhnG0hp+s6nJE4dvtUDOgOS3HRgOsbTQI3ZBXFj6X1vJsu4QEscjJh7QyUioJtLMYY+xJH9cKEmJQ4zSE2ksYEOVjBjt8WPI2GvKDyp0NuBaQ5n30EoKzdWGzU1NpD3P+xyA6mtrSY89ZeSxQ8fSM+c7ARySjefPzAWWmN82NL1hbDWdNahsRMUCI8xKK5bVqmc4xUy9wjnNy88/sfroyNRLoigIJ8JwZv/JGoBTm6C1x2SOeQipDin+3KkXBjOnZ7EqCGe08ZJkTIZLYhEQyKGX9Ka3ijCcaXuDiiSds/2OPYennNevNpB4tPL0LpL9moykH1akiYAIk3XPetVS3DRgQxjFdvOjwmQD/esMAiSVNiqSwjLPMM8Bo9OQnmGZTraTGyXB9dyk0t2XDBRFT5wOVH1MkVmGWpJfVx89oyOPvc/ompg0Hrj58BlmUPFIHA+0TxlxaTl+dcNwtieDcGJ/X3L6bEUSjaTrnuaY0DqDjjz7KkOpia4XUGqWWcxVz/AcyzEdTqh4pDklpDct9gyPDIKZh6/uSFJH6wydNbjaSAKojnncl+zOcL3jY8E0BeyKljiWVCZI6/v1VUUQzqyvasJwonGG43NGqGY5/gk4PBRkZc9xXxB+nDKe041p7ugaAwGSphskzVSd+9ZOx4znJmXWAqnMjGNTdCSZI0oFOpuYgTSWdNK+zki+7YQx4wWECfDwXHJ8LDidUpomwfdyDD4eCx6fSulKqwzDFFJ++zNp7OgHTZI7sZtvKp73OXYQ4K49d7Cl0cC67OhdhDnDak+d9PEd6oyulX3f9RGnLkFFYnnaQWOuJc0Va0kCZ6tOQMCjbLMoFXDoFE/YUaEif0nohsEs4NLMMTQRz01GWljaXnoti8wyWi3b/wwVBnBWU53fR7ZtyUpLVaUEAVzdnTg0Kfsq4/hfdlyVjXTiJe4CWk3jQRLKo6JvDZkZJAkHTE6RmYHddUVkRl7cHbjdVGjj2axagmCW/sk54Gpby+hHPNJWiSRxQZK/amYaZf9c3VQMTUT/mMqYyBgSFQ5/thW1lpSgHxSHVqzneQ4EPryxOK/44L0nQmbibKBqE8ZWegj9GLK6auRehKR57THGxAPPr1aSPjz/2W4b1te12GhqEiBoY3ixO5HvWjZFixvF7t4VLUEA1mnS3DH5kDD2tKeUuk4ZrSR0+17GWtQZePkWAB2bkfnaYm3Ey/Xpne/xy0PTokWLFi1atGjRO2h5aFq0aNGiRYsWLXoHLQ9N32L15yn82xdHgnDm6uZEGHmy1JGe4YJ+CtnmHfmqJ0vcBYgZZQPdKUGXDlNadkV7sfIi7cnvGulcmgPqOr38TmNGouTc4fMqR2cj88HQf1pAIL11r7++AyQF0lkjcM1Bo87wMH0S0FhXxxR5z82LAyqcMKXjcMowpXTfBYEkt6zVdL3BuxD/JhXQYC49WPG5j6p6VTI/xmK9fZqTr3q6KoEA/MqT5o7wWtIpKpwoSoHWpYnj6ZRTNQlBCEMXXYB86Bk/KNaZbLswmPHZRBBy6VrqDinbsiXUE8PPr9EHTfuqQJUDJh7Jr85WSJXStYay6AVg+FXpxBrOVpB6iDgcMtK7hqHXxB8b2t5Q1wlhNBGlI9F7Ld4pwmSksYZ5hsfP1gRqxk8hSeEIf7akXHW0vSEIZppPSiYfCghyFltsGqVXrTmmkp7rI3TpCMx06b5qzjaln6Q3yvuQsBCQYH8vXXHuMWUeZVtd3Z4Ighk/BaSlJUutpDjjAd9Icm30iqzs6XrD0GmmLxekuUDlutZcltfbh5ynhxVpaYlXFmU8nTVMPsCkA66LaI8pvYton1MGp2l6gwon4uuO1YsKFU4EoXyeYD0wfJZhnxP615mkGE8J/hBLT1qrOXxtI8nIZMTWktxZZz3NY04aD1QnOQcy45jmAJ0PhHoSQGMA2YsabTzHU8ahzqSLsdO0zxmBnrCnGDYOFXt0IudQoCfS24b7Vxv8GYQYac9gNbEZSeOBUIl1sM46Iu0pX9S4VrrtrtYNwTnd8xY2qo0nuumxvaF+ytDKs9o1ArT0IcFjzP2+JMssgZ7ojgmjV0znvkZtRpp9RhBwAYbmsaPpYoE4+oD1tuHx1ZrVVUMQADNk3/NMmoil1rwqiFNJ7VmrSeOB7iBWTJFaTDpgG8P2O59IzCCffw7E0mkionCit9IzWaZW+v7CCdtL6naV9tJVWHRgFVOvBUCaS1qwzHuyUmCzq+uGeZb07zSF1HXCOIbsCumou76qJO2WSCqu/+qKT19vpc8zGpmmgHzTEQTQ9UbSXvFI/ZSh9ISfAoZOM3SaMJhZZx1dY7DnBOI663n/xTN20Bx//prxTcrpmLL64MTxoeRmJZZWmgz0Q0Szz2g/LYlXluqQ0reGMu05HjJOdUKcO7LCMk0C09Tas1m3uF7jTjGRlq7Esuw4tYl0CAYz46BQHzUc24S2jtl/LMf7257B4m0qurC8frMmjQfsoAljjzuDhVdZj1ZerlfnBFmeWSar0Gri4UHs+3kKxJLTMjKRnAGjVzcn5jng8dMNWIVaCShWnyHGycpinVh0WeJ4/+YZ70MSLanlTdYRxyOnUyr2P9J1t846Njc1KpwJlSRlw3Cm+ZUN8xSwvq3pqoQvfvE1XWs4PBas0p7nQ44KJXnYdDGHOmN+inn1uKF+yGmdYZX27I8FVS8QUq09zUGuBbtdTXjQRGakXHWXe92xTbFtRNUmxPHAaZ9z/MqGMJrYrRpen8p3vscvD02LFi1atGjRokXvoOWhadGiRYsWLVq06B0UzPM8/2a/if8RdDqdWK/XfPD3/q+U709MU8g0BdIPd0wJ9cRotfQEzWCSUXqFopHqKSfbimWk1cTpkxWbj45YJ308gZqJfy4j+T890fYGE4lld9rnqGRkfp2SfO4kv3OWrjpjBPg3/rpeuWFU9I2kTLa7Bjto6cWaAsJwlr66KRSoXChdbGE4M47hZelVRx57TAiTkckpmAXgqc5JlbfpkdiMuFExDkqAnsHMat3x/KZEpaMkuCbpbBpbTVQ4sRWQ5da3PWB+H2NuO+wxJtsKKM89J0Qby2gVk1PofCCOxWYchjPYM5xRWvrq+iqGKcCUYgW6NiJ8Nqj3WvwY4ltN4ANmPV9+lgqlE2kcQ6LIC2xtCkgTx/GhIN+1NE8ZUekYTjHpTjrqtkXLsU3ov1Gy+fZneqdR5207zwIq9IMkmrLCip07B4ytJmwVczRD6qGX/RZtLUMTsbpqpBtqkm3ZHVLQ0rHXHRJ0Plx6+nTkcZ1AFlU4Xfqd5vnc5+UD0lyszNGH9M8J8UYsFz+GTKN8VgKk466Kub07Ysdvwga7r5eEfci48mQvZP+3bQzBLEmg1J7tVek062zEOuu5//KVQEBdJNaeGWlfF6Bm1EoSVJJijFhtJXHjasPV3QmjPJHyPFY57WcFFJ64sPJezxqsJskc3UNGtBVL0p2PS+8UaWHp6phQz0RmJE+tQBDPoL84HcRGOCZAQFr20g03BQLm6yPmKbx0Co6DYrdqOHUJAWKjC9h25vHVmtuXB56eCzablv1TgUkH0sSJLWoc+/98jfpcQxDM5Imjs5JGnKeQeQyIV/YCGk3jgbqNGc6JsiCQJGQSSx9h93FJ9F7LaJVsgyYmVDPzBFMTcfvhM0/HHKXEmgz0DH142U69iy77XZ1Bnv58PMXRSNuZS6eYe0r56Nvf8Fjll866NB44Vik68iRm4PhQkm1bisRx/3pNvu2oH3LM2uJOhmTbEyDdcl1vSOKBJBpwXtG7iLt1xbFLaNqY0WrW22/aekOnwSo2753wPsQOmskHhGrGNRHZSgC0dZWI3Rx52k6ufUUmx7pRnlevN+RrSRO/Ba7OMxS5ZZX0vD6suCobnuuMPLU8PZbkq57Rh9hjwvsfPFFbI0DSPiJLHW5UrNKeY5tKWushI71tpIPvKeXFR3uB6M4Bpy4WG9/I9UuFM73TTFNId0iIV5Zd2fL6zRqmgKu7E0+v16AnlPHE8SAp5ykgiQcBxg6h3DPigWkK6etYej61l9GIMZR/NyrmXy3If8de7idHGbPo9+nlejYDrouk/9AM9KNYnrEeefO0Is2kE3G1kbRobAZOx4y5iijfq/BTIJ14ieXhUBCGM9H5/jV6hVae9j5n98ERFUz0gyTu3ur4VBDoCZMOqHASq/Pcj5gmAoh9fs65uaqoulhs/kOKSjy+ilArdznv+8awu6p5+saW/EVN3xmmh5jg2hL6mi//kb/B8XhktVr9797rl5WmRYsWLVq0aNGid9Dy0LRo0aJFixYtWvQOWh6avsXa3NbYc8+YawyHz1Zstw3TGMIpYuo109n2cacYO2gYxV6Y54DTPie5azk85XSvc662tSyJ/+4jsR4Jz711w6ggkO6eYJBE1TQFuMrAHNA+ZdRPGQEw+ZBIe/rGUKx6omSUriinsYeE6bNMAJBqwp0BeL5XECC/z2qSRGwr10bs7k5MgyJbd6yuGo5PBaMPUeEkEMkAqjcF66wnjgfmQSyfqkoxpaSJRqskzRVOrK4bJh+i1MTQRNizZRXHA+mLBma4enHC2Qg/Kkg8aeJIcke8tnirUOfuqTRxzKeIPLcCItynBHoiXkuqRamJpHBsvmPPPEOeW8LEs3n/RKBnkmTAOS0W1CFBa4FIRtrLsncg9oRWE8ySMiluGrwP6Y8JhyalfVOg32+xg6Y9pVinOdyXNG3MdIY8Bk/m0pk3jZL8msuR9LYR0KOeia875hmiXBJ9fSfpu3FU7O5OqGgiSxzJpme3aojjkcmKPaqMWJynVyWjl7/rTsm5+xDmGUnHBTMqG7HHWBI4epJ+wUTSJ0EwwwyNlaSTpGQg/VyF/vaK5LaVLrijpFdmf+7JcpKWsbWhaWP8GHJoUihHkmgkjkbyzIoNm42YrUBf7X2GdwoVS7ozCGdZap9CXn31mk/ebGlPKfn70hFmG3Pp2ctSSW9G2hM2CneSZfx2L2lKHfuzlSGJs3EMJRlqRoJQrE3vQ66KhqubitW2YZ31F5BffUrkNSfpsJKU1czD13eEgfzetjP0TvP09S3XL4/UvaRHeycAxyCc6axhGBT7Y4H+fI07xbIfgokylYTT5qqWY9uHKD2xycUuic3IPIREsewf95Ryes5wTmPeb3BPkjjtmhhtPP7ZUK46oo2VLjqrGJ3i9uWBKB0wVwL9G73CVjFKCdARYJ13rMtOkl5eEptFZgXCelfz6eOGNB54PuTMc4CfAnYr2WajV6xvKlQ487gveP/9PX0f8cHnHhl6Tdgp6Z9MLXV9BrNGbxOokiY+tOllf5XrDusi2u4MnK0iVCnnRR47sbvOiTOTDbQPOWE4sd602F6Oc3tIGJ2kzp4eVkRKUpP1Y0ZbScrtel0TxyPzDKc+4apseDwWRNrTdDHU0kEXBjOb24pXD2vpmxull8+N0r83TAKVNdqT3jbYLpKOynTk8Zjz5nFF6yJUODM6LZ1xLkKHE/bLK4ZBrPDYjNw/lay2Lfm2Y78vSDcdWdlzsxFbvEjtpWNztIo0dxR5L118iYOz26W1Z/KBWOBTiGsM+rvF3mzamKLscV3E+q6Sf3e+dwSPYiH6KeDwyVrubV5GI4ZRRiHSaGQYFG0nHZrpXUP1qmQYNKu05+G5ZH0GMrevCqYpxL1JUeFMct0xjHI+KDVxfM45PhVoNRG9MsyniOuyQYUzx+dcuui0R4UCZzXpgB2VJLORcZGx0UQbGcdYbVq5hqcjxypl/f6R5pBSlh3x+w1KT2j17lNKy0PTokWLFi1atGjRO2h5aPoWKwxmmAPS2BGoCfTM4ZgzP8WsPjqCmpiHgHkKyXft5duHCmec06hkZByF77P+8EhjZehx9Io3jyt5TTjTPWSsti2roiP7zqM0V88BofGUZUeYjISNsJeGp4TnQ37+tiaD0iDMpnjbM20G8quWro/I1x06kkqEIJixvaxcDYOs5uhYKkQCJRyP3kYEasINWvD750HysJCWddkoM+Wmw3dS3TB8ljE5RVWljFZT7TNpC+8iUDNTLa32Wk2M/2XFPAfYQeP3Bm1GqTHoDH4KiaORctOdazbk/czRTNPEUltz1TJZhesEne/Pg/FGeVZFT3VI2W4bYZGcKyv8oAjDiWzb0R0SaVgfFVMTEWsvn9tFpLvuNwwthrEMOJJ4VDjRnBJglu3dqstqR5pbwj7k8OmKLHFSsXMeqh9HRV/H6L1msJppDPFjKKtvcKk08FPAbl3T2QjXRUwENPc5ycri2ggdeSYfQjzhnMb//Jps3bHdNvhBBso36xY/hZh45OrFSapiukia6J2i7WQ1zJSO9hslSk2U5XnFI5Ih6v4xxfcaZeRbbJo72Vc+xFkNlVSJ5JkMbGcr+fddH3E6ZGg9kZYW95jip5D3v+2BtLDE8UBiBuwpZreuOTzl7D48kGSO1VaG4vO8Jy1kRTEIJ9ygUFp4QvqjhsBMdL0hjD0PD1K1EwYzgZpksDWVFQrbRSglAY1pCvjGZ1e0vayQPTyXHI45JhrZ7hp8E5HdNjinObYp3ilefvFRViJq4cbY3pDctsyzDI+r8zHS11KN5MdQVojDCVsbdncnuocMP4eMU0hkRhI9MvkA/5iwKVpe3685VinVc0YYe9a5fDsn8eBDJh/i2ojVy4rpIUZFnvF1KseUV2gt1TkAL2+O+DkkVLKCZTsZfjaFDND3rzOpBJkUVZPQNzLkffhYVhlABpaNGWm6mDRz5KnFukgqTVxE3xnaLmaaA+YpoLYyRP7qF+9gCgh2Z9bX//0aHmKKxF5Wv+s6uVx/5llqmOoqYZoDVkVPrEfS92rWq/ZSs7LOegladFKpExYyIO0GRZw4jPLk1w1X25okGri5OfKNX74THtF5cDoIZo5tclkx8T7ks493DL3GRCO2jYiue5zV+Cnk8NkKk4xyvqpzfdIY8lTlJFquZ9UxpbvPIYBVIav8N5uavLCcDhnhmV0WxwP9Y8r9/Yr8Ow8oPREYLwGOJ3EkRh+iIk8aD+yKFn/meAVnxyHSnuurimFQbNOOYVDUbUyykhUXrWTVfPIhrotQycg662nbmFXREWthlUlNloQnhtrAjQzKPx0KXnz+SVbVXcQ8BmzyjvduD/SjZl12bMuW66uKvjUkN61w644FvtPUXcwwKLKXNVniKD+osE6j1ESRWFTkqZuYct2xu6k4VinDS4faWWpraOqYUE8kRvZt3cZkqdwn3KC5ujkxjoppCok3Em7Qkef0qhReXDRS5Ja6SSCcaTuDs+d70vme+E73+Hd+5aJFixYtWrRo0f/EWh6aFi1atGjRokWL3kHLQ9O3WHVrLsvBc6tJ1r1YGlsnw7K9Qj9r5jcJ/bktPS0sXR8xDcJEyVKphagqQdPrRAZntfHn6oCI3QdHaQ9/tRY+0nmZ0ySjDJUaz1yOdK9zgmJgGmUY3D2mcJ9cGp+HThMaT/uqIE3EnkriAUKwx0QqUdYdrpVhx1BNlOvuYmUMvRYGximmqsXKCkKY9vGFZcMUyNJyNshgaxcS5dJSr+MRBrGgONe0oIX5VJ1Shvct/lVK/ZBDNLMrWtrnlLEX26c+JVSvizPvRYbQg1HYIKMVNpHOB+J0oHvMZDi5jXjzsOLwa1tubk7SNv+YEaqJrjVEyXjhUqWbXmo5ALPrcV4RFQ73lBCGE+0pEX6SDyGAvjVEmQyTrzatDIvHnvS9msaeB7m9Yv5cS7TXYj98I5chYT1J1U4y4G9knxHANIqVNh0M1THFfr3k+Mma+1cbTDQSpwP7fUF5V4utuOrFAlITKhZm0PBtUjvxvM+ZB7HOjlXK5GV5f5oDtPZkhRU4SwBRdGaizDBvxKLkvJ07G1F3MZv3T4TGM90nlyoJEBtxsor0vfps9cWkicP2hqqLGXsZ8naf5LTPKesPjoxW0TiDPds0QQCbmxo/h2yuhHMjto8MC79tTS8yS5Y6xl9cS+1QIPahiiYIYO6Ej5ae31/wIHbH6VmOh+udvMds1V8qSMZRsVm17NY1Seo47XP8FKCyQUIB54H7eQp49bUr5jlgngPKosd3mhnobHQJDmzzjtW2odlnlEUvP8MpVttWrMa7hmOVsn8oGceQqo8Jw5mX3/HAMCl2VzVjE7G7qbi7OnGoM7SaSFdiS80+IHgSe3D9xQNaT7BzqJ3UH3kfkmaOctPx6aud2DrA/cdbVCRsKfucYHY9pBNFKtsqVBM69pzqFHIZkA6V8M9sH1GmPXks17swnHCVHONl2VHm8t5Wm/Yc1JhZfccz66uaNHdkqSP/vQ/cftcjD59sSeOBLHVyvM2BjCE0MS9fPBPFI1elHAOjDy9sqLttxbFNJKhwMmjl2X+ypiw7mtcFXRNje0NjDYkZeXhYUfcxz1UGQPeciMU5c645kuPejxK22b6oUMZz+KUrtruGVSHjC2Ewk900RFpYYdbKkPrNphamlYsIwpnVpiV/UZNmjvFsi41eeHrlumOehVXX7DPCciBb9VI5EswUZc80B2QfVUw+ZLCaUMm5+tnDhqpL6DuDCmaKzFI9ZxI8iDyfHdb4UeHOQQl9rs3y5zGGKBnRkefYJtxsK/a/tsOOUpcC0J7PDVNaypWEAUI1MUwhTRPT9xHptuf+6zs+eSVBiMMhI4kGWmdIc0ueSmigzHuStdS93Gxq8tjR9gb7CxvcY4pzmqcqv3D73KhQwSTHQjizLjvaLub2qpJ6mkETR+PFos5juV8+PawIw5n668JZOtyXwjQzE8OoqJ5yOhtdmH5ikc9siu5y3XoXLQ9NixYtWrRo0aJF76DloWnRokWLFi1atOgdtDw0fYsVhDPtZwXOKzhzfaYpICutJH3WjlmBL0eKvGd0kkqL41Gw+JFYQ0Ewn/kRE0oLPl4sk5HJh5zqRNqkb2r8KKkKf172PVYpq6In33YQynu6uq4wyqN3PfHnKgDibCDJHSYZie/OXKFzAkjFI/muvSzXrrYtfW3wXy5oWsHmz7Mwh8ZRsb6uyTNLVaWEaiJ+2UgdxqgIY1n+v9nUUu/yxVo4Qb1h8iFm1zP5kLSwzHXE5lbe32rdkq975p1jdVtjtj11H5NuerEMu4goHYm2Fmc1KpwuXJLpMWa9bUniAW8lCbJ574TtIrY7aaKfNlKXMvkA4m+m4LTyl7qIt+3e/lwPc3zOxHZQwoXKVlIFkWUWc+YkXazPUZGUFv5zQfeYkZztSq08STLgP+qkBfzDVlJGg6I6pvhBYQrHetsQnlNd+8eScCNJu/hzFWrjWL9tEQ8n5oOhelWSmJHEjIxtRJZa5kkScdPBXPZtvLIoPVHkPXE80lUxbWdonzP6PmL6SsHsA2ljV8LeWm8b2kpYTp2NxGY9V23kuYWt+2aFTiQJHHolCcd0IAhnjg8FceKwXUR4iAj1hH6vpbiSdntz5oeZeGCoDIengsM+p+kNUeipqpTtpmFsDGXWM/9qgYnk3/Q2Ivq+ozSwmwF3thK18oTFgDaeaQ4oMsu0HlGhpPbCcObUJqhoEv5TZklLSxSNnP5f19S9JH44H69xOuAGjcmkuuTF3ZH8rqGuhBdzOqaYc/VJljh6F2EiT9XHZEa2Q9sb6pMkxE7PGafnnGFU+E5Tblvicwpz6LUkZgfF02PJ+ka4UM91dk7DSf2RzgdCPTNlHjdo6ibGdhFxOqDPx4PWXtJQoyIuLJ2NGJywbJQWTlPYh9hDQrrpSKOBWI/CyolGRqfO9SGKOBqZpoCy7Lh/tSEMZloXYW1EuhF76fAgydlxlOvb4ZjhakNVJxz3uSS7qoRhUrx+sybow7N1Hcpx0Bmen3PZpl1CFEnlifehjCicrc9+lKqp5nVB+bJi9IqbD59p2pjNB0emXjGdOXh+CoCA7piQpY5w64hKx+wDonOtVd9HUj0UzsxAEQsHrvzuZ6omoWoT5jngqmwIAlhnHbYWvpV3Siy4UbbzdtNcErt57IQfpieeDsU5ASYpNG08m9uKeQrIYycMunjADnJNU6HYoSaWMY3jc0acDOSpJcss96/XjD7k8x88UCRiq77YnORcLC3GjPTPCfMUoM1IdK65mecAZyOGKWQu5Zy1VlPmPfmuRamJ2IwEZ15fEEg6MQigyCVRF+16NjuxTW+vKj6535IZd0kYX60bDr+2xXYRw6B5OuX4OeSqbEh++zPpXcPVqmGddUTRSJ5bVmnPhFx/0sLyvM/lfOxieqepTwnrrGN/ymmPKVUXCxPw68I/Sz6o8YOS8yWcCc6svTCWe6dWUsvSN0ZYfi66JMbfRctD06JFixYtWrRo0TtoeWhatGjRokWLFi16By0PTd9i2eeUYAo4fW1DdNuhz1ZNW8uy5thEJF84Ea+t2FyrjrpKaA4pYTiTRKMs1Y8h8wzVPmOeA/ZvVoyf5IyjIs1k+dM9J4KxD8RiGp4SSV3kvSTCWkNQDJhEfuaxTcgzS5HYS+Kgu89xvb6A/+J04PTxiiQZaOsYN2j6XpJzVzcV+ttqfK+p61QqF7QsZffum+m6t9ZBEEjrvO80p0PGvsqwHxfnepaZJB5IM3exAKcpZNYzYTAz9BrrZKm8XHeS9nnbsG41mXGC/W9lmT5OBp7uV1iniV+0BFdSQdHZiCCciCIv4Ms64nDICEIAsUGL3LLaNtg6JknPS8udwZ5Bj4+fbpjGgNEq7s5pu3hj6VojTfLhRNvGxGYgGOSUGhtDkViBgv62E6sXlVgivaZ9yCXNlDsOhwz/WUYQzATGE0ZyvIxWYZRn7DX5uicIZXne3adMc4DSnrpO6M4JsvXnDpQvK051wuGQMfuA0yGD+4S0ELidOi9BD1YzWkXdnNM3sRfYXSqJmnE7kpUWFUqlRntKMcqTFpbTs1TzuHupTWkasSbmc9LPOc08B5JiSz3udUa7l7b3fHdOUamZ/POnbx7Dg7pY0kN3/vcrhzKecC9JuUOdobTn6etbVte1HPffWXN4U0pq65zuHMeQ0+tS4JvnKonZB9iD2BPHU8bqumYc1aVaaBjkfFPxSNPGdPdSCzJ+2F8sR84VPW8hgvps294/CThvt5PU1DQKZNLvY/ZPBXE0cngUq+rYJqBmsVuMJ84G0tLCBO4pQWcDSSRQT+9DglDOx1UqtTZvrw0gKU0TjTSnBG+VwFH1fIFPhnpiW4iFPs0BtjfYU4w52//z2V5TZ/hm+42SOZwxa0tXJTxVOftjIcd4HWPSgeaQnu2xmaaN6V3E9q7CeUXXG7H5xpDYjGSbjqpJcI2h6Q3JOQkFYvUXmcAMBfwZUH7+yH5f0B5SxjP8M9QTRnuaz2T7mUwsq85FArP8uRVPH2/ks7wUUGJiBu4/2zDUhsNTTqBnbq4rqs9Kjk8FcWFZX9ecXpdEsdjYt+8dxOoMJKl1esqZvYBJW2cI9XRJV2kl+/7hVDDPcH8sUbEkNst1h59D7EN2GZMYRgHlHpqUNBokVVjKtilTix8UWomtmhWWh4cVx6eC0ykVC2+UbTuOIWXaY51mvW3lGuNDSc+upIpm32YcmxRnIw6t1B3F53qT6/eOhKEce29BuaNTJKnj+ZBzdXdidIp12VF3MX1n6KuY6pBxeMqZpjNktzZs1s0lXZzEw6Va6blJudrUHOqM5piQGcfToaD4wpHVuiWKRkI1UXfx+f0FdHXMMIXsT/nFwnyuMoazxTmOikBJirJIHNZGl9EQpSaydUeWOB6eStLfuWd6SJh/bkWSOtpOUs9pYcWWTofzfTXAj4r1tpHKr1fl5bx5Fy0PTYsWLVq0aNGiRe+g5aFp0aJFixYtWrToHbQ8NH2LlV216LuO9IOKMu+pT4kkTtKB5phQXLX0nWGeJPlyfM4oVx0md/hR8fBYsi1a0kTSDdmmIzEDYTIyX1n8qGhraY3Xa0vfGMZGoGxBOdA/ZNR1Kr1yiUAdvQ85PeUA1HUqS7jnFIy56kgyx1QZbBvRv8lIXsjyb6ikD+8tDGz0Asg0uSPLLH1nGNsIoz39IcH2EUEAJhoZes3wHLPetAT6mw3S03ZAK7Hv6iphnqE5puS5xUQjmxcnOhuxWrdkieN4X5DHAuh7u+w9DYphUlin2V3V0k3XR5jcYaKRxAwoLUCzcVACnXydkacWc90RhBCEE+o+wnnFYZ9TVwn0IavU0rzJCb+WMh0N66wju2ox2QABvL5fy2frNSYemeuI0csy93Gfk9y0BMFMtm1pnWH2AV2V4AZNV8Xo2KPKAfupJKaudzXmw5pxkLbwddkRJSNp7niuMvJ1T/2UMXca+1mO2jn8GOKqmO2mkc6ue/lZSk2S7NnWrG4aAjWjPxAA3+7zB0IlTfDaeKZeMzYR3inieOD25oS3CltLSzlwsZajdODhky39V1dAwCrrMXcd7SElTgYOn65I171sEzMSBDNda8g3HZvPHwBJ8PWdkaSfD/BTQJo4oo0kzfpWusmiROyEIJzxLsTnAh6MopFxUNx+fs/psxVu0BSpRaUjw6CJC8fwWYZ3CrPrmeeAYVR0jUHHHl0Ml7636ijnR3VMiXNHWfSS+IwHSSldSx/bettS5GJt5psON2iaY0LTJAQBPN2v0MbTNAmPn62lM82HbHYNu8/J57aD5v339pyec7rHjLSwl2TmWyvLlA58wPqcRpvngP4UE4Rg+4jX39iRpZbORdR1wnw+N0NmTDrw4u5IqD27uxOujcSG0RNvHlfMU8DhaxuCcBJQa2ckXdgasSzMQFfHRO+1bD53JM/Eqg6CGd+JtR6lI2k8cHV7IjYDx0/XFHmPbSQN1/aGoRdrLFQzJhoxkZck4qpnPPdWZqseY0ZOn67Y35eE4UxnI3QykEQjN1cVOhPApesE/BuGE+kL6Ros857bdYUdNIcmpf+CI77uyEqLddJ3qNXE9kUlCdHYE2UDj/uC8r2KzXWNrWPKxMIYsM56Njc1wyQjDl0VUzUJN3dH0tzRNYa6i7ne1fgpxA8hzVNGpMVWdE4zTwFxPOBqsYL8FBCuHEZ7dquWMu1JjACHj23K6BWjF4tVhROTD4i0pzslZyjxRL7puNqIBe3Pdr/WE/tjgWsj0mggjQdiLZBZ2ximQUmSUntUJEDbNHNy7tWyr/tjQvuqEFjrY0EUj2jludrU9C6iKPvLdVppjymk5zFf94w+ZLXqiAuBdJ6+sZbeRqcpip5pCskTx+NTSZn3xIVDhTNKe9rOcDpkYvntU3ZFezk3klze4+zFgt9/LMd/rEeYwY8hX3jxSJpb7KguSc/GGfyoJJH3sOLmqsINive+657odx7On0ESws2TgEz7VkC9TS3g5d5FZIkjXDniJT23aNGiRYsWLVr0rdXy0LRo0aJFixYtWvQOWh6avsVyVqO1p+8kNbK7qukaI9P551SWNp6hk+6tYtVTVwnjIJ1Au6uaU5fQ24gsdQIgGzTbTUOcDYytRkWespTeoigdSda9WDM+ZPPBkSyzJJmjqxJiI5bD7YsjzWPObn22s5ym6yPGj3OGQROWjqy06Cvpxeo7Sbz4NqL/RomzEfMc0HaG0SmqN4V0UCWeukq4enEiSZ30E42K2YdEWysJhhmysidLJRE1erFfTDrgJ+mcy2MBAVan9NwvpTj86o5AzdR9LNC320bSTMHM6ShJnrqNGXotS8dmZJpC6ayrz51Lkdg75F7SLJ9lmHhgtBp/56gagRJe72rMruf+qcTsepLvPZC+aKj7WKyKMWQaQ2YXcr2rMKnA5TATrokYBkWUjszIMrCfQurHjKttjcklFVJuOkCWvtdfPODaiLo3DE4z+4D5MabpDbaOCYOZNBlov1FiSkdYK9Rth4kH8sxiVpZjJVZrfC1WmRsU3kpnW9sZpmeDayPpOZsCpq/kBGpidApdDBRXLWEkfYaNNQR6IlATemPP8NGIcVRiu+16tt/9RFJY/BxgDzFXdye0msAH9I0hKyw3q5qmSdBnUGtvIzZ3FXE6SLfUJD19QSDL87ebSgB04YxWAnA1ZmTyAUnhCIx0Mbb3OdM+5v4rO9TGMs0B+8cCbbxYa9HI+osH5ibCfy3HjQr79ZIkcwxNhK8i6Z0LYB4U8xSw2rRoNVFV6dlWlD7F+ZyUepsK8j5kPKfGksLhXUhzTFjtGlwbsVk3pNue1apD547TKaVqEkkTVoZDm2Jyx/rlSRJTPrx0joXBTByNrD440buI65dHjqcMlco2KMuOmw+e6ayhOac7BXjrqXuBjVZ9zOQUdRuTlb2kTGfIC0sSD6w+EtstCASiW9cC1syMw7pIUnyxO3f6Se/bMGg2txW3Lw8UqZVusVNGZw1623N8lr7EIu/JU4syXtJ9vaZqEo7PGd6HeB9S5L1cE85pKb0T8G4QzlyXDZMPeXgsea4ydquW02PBZtcwfJahwhk/hazSnv1TwamTfksTjbx4cRD7HXCNQUceFUwcnzNcK9fPMu/hIaFpYorY8vLFswAwP7/HzwGH+1ISt9GITkZWhXQ0RucE8OQDGmsuqcVs19G0MWVqKXLL0ArUMyktzdn605Gcb8dW4J2xFljp6SFnmgJuihqA1kXsdrXYdY3CTwFXm5pV2tMPkVy/04Gh04xjSFF05OueQ5NSdzFvPtswesUHL/ekZY/3IbY3pLHcN9oqlgRtIPs03XRE1z3OaVQ2EAYz0yTn4jZvBfRap/hR9purDUk0khm5fm2SjjiSz7L5/AETCTT1dE6fDaNivW2pmoRt3nG/L9HaM1pNoGaS1HH13vECEc0SJ/2lZ7Dr1aohvW3wbcQwKdLEofREZRPaY0rdJGglEOe3EOXJh1zdnHg6FLRVwnOTkhr5bEVqqesUnY8XALRJRpLMMZ97U6tarlVufPdHoeWhadGiRYsWLVq06B20PDQtWrRo0aJFixa9g5aHpm+xisLinCaKR+y9TO2rSCyRrOwpig5m6YNzbUT1nHF7VfHezQETj9JHdF4mV2piGBQmGnn62halJrZ3FUpPdNbwYne6LJc6qzGZ4/DpSgBw9zkwUzdi0R2alGhlmQgYOo1zmtFqeCGJCZPI7y5yS6Q9cSKJNWwI1/aSgjBmJE4HsWvKlsjIcucwKrQSGGKkPWkpfXKD1ahkpKtj0mjAH8TucqeYeQow2qOSkTe/cs3kA4IQJh/SHFKm1cjutpK+rSojPne3rTYtRdlL8suMZKWkgkYf0jSxLAWve6YpuKTn4tIyPqQkH0h/l4omsRfVxPxrBXVvxCZ6neC6COs09uslfWNo9hl5ZgnVxOqm4XEvQEM3aAhmILjADwMQYGZqCaKZh8eVAOUGTdPEjE7ez/OrFUnuSGMB3t1eSd/ePAesto10wbUx8fsNWnt4IT1xYTijlXTsrYqedS4dfOm6p33OmF1I5yLieGD14YnVtuXpq1vcoAm/2BAlI/PBoH8lpWvF0pim4JIEygordtgpZVu2uDbi5vpEkVqevrZlW7TsnwrWtzVNF1NXCfFdS5I7nNOc+oQss5e+PNdrjk8F/ZtMettG6XFzTuPHkOcmlf2YDNRnawAgjkdcr8lWPacvb9i8fyKqQtSVpch7VDixuWrwo1htpydJEJKNBB+2jE4TvOglsXdOLA69WOdB5FGxp+sNXWNQkac9pjTHFNdGjFYx+RDfaYzyGDNiG+nmc70k9VZb6WW8vT0RhZLyqhvp9tusW7alHKPz2X6IoxEVzhg9kiWS2Lva1NStACdPTzlaeZ4POetVS5H3zEPI8dM1uXGEwUwQQhoPcuyd04ajVXgfUu5asWdshK1jtPZUTzlBMHN6LDh+sqarYrrGSG/ZWqyWVdYzA+atNao8ow+5WjVYp9kfC3qnCYKZF7sT7lGghOutpDLrJuHpsSSKBEq43TZMZ+vz9JCTJo7OilU+DIrNrmHcJ/R9RBjMvDmW3F2deHF7JIqkE5BwFojmtXTkrbOO5yqTROUUigWmpCtyngLiaCQ0ngA4timzD9GJpDj3DyXp50/oyHN/KDk0Kfs6w88hTReT71psH+EGfelWe64yqiplPhjieBTI75P0E5ap2JxPx5zORqSrnnXZiXWbOapejgE/hZfeOTtqYjOQX7Wk8cDr44rhVUYQgDr37ZFKt9upTYjVSNPEch14ykhLSxyPnI6SQDPRiHtIL52eT1WOs3LN2qwb6iah7QzlupNrzErsUe/FGk+TgSLvpYMtGtmfMqo+Zp6/CXAti57QeB6eSp6epW/0G/c7kkhSZ7lxxFp+/xzCPHOx6K5WDd2geXl9PNt/M9tNQ98Zjqfscn06POVcrRqqY4ouBp6blE3eEa97Dp+uaLuY6Hx/M4VYavMckMQDRdGRJu6SMizLDipN+6bg/vWaMJyo2gQCScxerRvGXhOGE10TU+Y9RdmTJAKTXdJzixYtWrRo0aJF32ItD03fYh33GTrybPOO8r1KBp2BouhpHnOqL28v38TKdUe27vBTwKunNf1jKt/K9oY8sxweC0I1M4yKzUdHujMXxT5kqHDi1CWyUgLo6FztcNsweWGFqNjDx8IGYYY8szx9ZQc+xDuFiiZ8p8lSe6kymWeo25j+XJ9A4pmaiCKzjI18yxlHQf93LsL10jLe24j+XG/gBk13SMkye6k+0bHn4VAwR5OsPmUD0yQo/DgeuPmOJ7xTeBfijjEvXz5z9eLI/rHktM9ZFT11E1NkFjtoaY//OKbaZ7SnFH9G7s9PMTry9OeVrDyzzD4UJtVdS2xGmn2Gt4q8kG+s2fftaV8XTD6k+M5n1tsG9yZj2gyYTAamRy+vP90X7HY1zmkZcg8gOg9r5rEjTy3ToDj93DW76wplPH4SvtXsA9ablqGXz2+ikefnnKaNeX2/ZtYz4zdyTs+5MIO0x7ZSeTCdG+oj7WXIGPlWbEdNemZcrW8qwnSUWpd7YU9F2mPuZEh+6DR+UOQfVNhbj9ITZd7jbEQUyTfzeUZ+Tzrw/PM3zE7RDxFVk5DctXSD1Bg0bUxfG+JUVj66QyrbepaVtmmSFTMCMLmD3NPfy4BuqCemj4Wp1B5SOEX0jaEoukvbeHNIpe2+StDvtQyjwnzPkZtNTVWl52Fq2K1rWb07r04wBdI232jm6XxSzjC/Sgj1LMdu7C9MmyAUXk5cWrJVR6Ck5iUrewI98/DVHQDBISKMR7TxpPFAbyOeHlY87gvuf/ma9pQSqpkggP1DifOyr1bXzWU12E8BbtSMPmSaZMBYawkomMJRNwl5bmWI+Dmn3LXkL2qemhzbRmSZrPZF2pOtOurHjHkKcVZLtY6ayM+rfEEA8yT7Mtu2rN4/ocx0GXJ3TjN6CZ8kZkCriaHT2FHjvlKS6AHbR0RmxE9SR/Tp165Zv3/EO0WZWFIjoYTZKpyNyFIZ0F8VsrIRuJDeRWzyjqGLuF43RKEne1FztW4AsFVMYw3OK/wU8uZpxfpKVg+EIzRxbFOUntDGk8eOTz/d0dmIN48rgnC+1Ab1lazyJKUlz6xUuyQjzTGVa2PqiM1IkVpOdXLmOnnSzOF6Tagm7tYVWWrxnWb10ZFpCtDGs37vRBIPUguSW+J4oN9LldDxlNG9Eg7e8amQiphwwr1JsU4DkJkB96sr9k8FeWrRLzrCYGZ/kmt5VDgy47gqGx7qAmY4fWPN3QfPtPtUVt47TZZZRq9I7xrKlawWTnNAllliM+IGfeYTWaqvrXG9vtyDxkERJ45qnwlzrBYuldYTRvnLsP40SVAoVBOrdUuau0ug5rmSGqVDK6y/0zHjg889YiJPW8cMg+LhUKDCmW6IcFaTFhY3aG53FetVi4lG3t8c0YkcW6tNyzSEbPMO5xW2NkRbCTFE2hMGM64y+FbjvlrS2Yjjma3XWCOrqceU9GUD2Ui+7ajrlHUmwZvJhzivWO8aVDgTxSNPjyV1lWCtbJ912r3zPX55aFq0aNGiRYsWLXoHLQ9NixYtWrRo0aJF76DloelbrJvr6ryknOBGWf4OwpmuNxQ3DfFHFWMvPKK3Q70g9pq56nGn+FJjkm86sdrCmapOZLDQClPpLWvpdEqZvOzG/hsl9sx3ipOBOB6Y3+/p+wg/KtygWX/uwM2LgzBWio6wkQHuYVQkZmCaQlxjKMqe66sKesXmPak2wYUMo/Az2kOKHTSbTcs0KLLUUmY9/ShWwea2otpnKC2WwGgVflAEesbEI0XeEyrB8HdNTN0beDbgQ/Lrhuc641Sn5OuOpJRlf60nTuftUGY9xfc/Ecae3XWFiQdhzKwHXBcRryxp5vBTKGyiMzPmeMhQyYjJHV0f4SdhQpGJvdm7iNMhQ990oGYSM0hdjA+pjimEwqvxgyLPLFE2CHMqGzj8hzsZKNUT6jsrDscMY6QOIAxmYZhUKeuNLHmPPiTUEhKg1gTlQPz5ivBsUQ1WC+9Ke5jE9jrscwjAOs1oFXbQZ36WMHtW65YidqQ3rQycH8Q28D4keBLOT/OcojaOodOUxrJeyYBqksv26h4zJh8Sf9eRwExSXTOJ/dH2hq43bFYtceHoH1OsjYjXYsm8HfyM45HMDNJu/7ZAPJzJSsvUREy3Yt1G+QDlSLA3WBcxDmKz7m4qpikg1JMMEZ/rg948rIjOrfKdNTwdCqaDYb1rZDk/G4iSkUDPbDYtQQBF2ZN+8YQ2I64yuMowNJEMo1uF7SKGs40xT4E0pL8ppJbnrsM5TXBlKVcdYXi2y4uO1bZBG49+r2W1bZi+kmPMSLbuiEJ/abiv9hIIadqY+4eVsKGO6YUHFEX+Yq31NuK4L0gLe9nuow8JQjlX1M7ydK6aCKIJkMqUtorJUqmkMIVDK8/te4eL7d71Rs6R8/5xR7HFhknRdjGvfu0akw2cHgv8buS5k8b6YRBO1yq1BOmIdRHluuOTX71lnEI5V0oHwcw6lWPg6bV8Rn3VEwYzD48l+rXUjNhRbMG6l0F2kwt3qrMRfgyJYhmYv14Jy6ipY8pMfs6mEAvl5u6IiUYZDLdSRRSlI5vrGmapTHKDPvOqAvJ1d2GXAVTnGhylJqwT+/vu+oStY069VB69fH8v7LjGMJ0tza6PJMgDwpsqBjnWE0f6skGriZcvn+mdpm8NyYtWWEPBxL7OKL73GWU8dSdsuf03NlL3NEhAYX/KeW5SuQ5bTfnhiUOdcvvegXzT8cUvvqZtY27LivhcVxTrkcFq2jYWOzjt5ZplI6L3WuYn+ftIS3WStRHmfP9IModSE/2bDDtqujqmtxHrshM+W2WItadMLAEwOcWmaFFKzsnn1yWhmnn1uObw2YqssLjGoPTE4ZCxfxSbMY0H7KB5PEpYI2Tm1z69BcB5GTvQsSfRUh2Wr3tWRYc7h4v2VUaysqTbnuCDliK13N6eyAuxQTMzoGOpjslXPfVDTmRGTl3CZtViYgkYHD9e40YJD623Eop5y/N7OBXvfI9fHpoWLVq0aNGiRYveQctD06JFixYtWrRo0TtoeWj6Fqu2wn4xkSQ/Yi2pg+FctRGGM6H2FGXP4bMVp0OG8wrXRSRmgGBGqYmmjWVpvo+wVhPHA0XZo4xn8iHdc4J7lCX0UE0k8UD6OWE4tZ2he8xo7/NLe7uJB6Y54LgvCALoq5jDm5Ly80c6KxUThzclQTCz2gkn6OH1hvSuobMR3Zucq4+eaR9ySa6VDtdGqGBCJeOlcfvwlOPaiLY3oCQ5F8UjSe4oVx06GQCYJkmuTHNAFI+0p4T1Fw+Y0jJNIUpNpIkTnks4cTxkgt33IYkZOPznK/afrPGd1DY4pxkPMTfXJ6ZeLAXvQ+EPDeHFBi1XHUXZo7VnVQjHx1oNNsRPIfZeEkl320pSV+cqhTCYCbWkXDarlu224fSck6UW10SMTsP/esKNCpMOdIeEKB6ZZ2FF9TbidEoJwumyvVU4M1qNNp7sZQ0BDINCG0+zl0QQM8KDAoZeMzupnTHRSFFK07ztIpJ4IDOyvP365+5wTjMdDWXZsStaeV8fit2i0pGrTc3VTcWbU8nzc87TY3mp9jC7nshIA/rNjaQ2vVXodGCddUxTwKlOsXUsKZdkYPi4II+F1+UGTaQ9z00q1lYwo4yHaKatY8q7mkCJfQZQblqiDxrGMSQ7V/E8P8txlOf2YnEmmePu5oRtjNg1uVRxoMT6Ony8vpyHu5uK/X1JnDh6K+ceQKBniqtWti3w8uUzL2+O5IWlPyRsdg3TFLJ+/yjbrYlIkgFtPIc3pVQM9REPjyVu0LjWyHFqI9LvOlI/5PTfELZN9SwsnnLX0naGbdkyny3uKB2JtFh4wyCWgR00SSwMpfYpk2NgDsTu3rSybcIZc9VjopHVtqXcCK9mvW05nVJ6K3aTG7TwdZqEddZfWFyrbcM4KrYvT5hopO0MWWoxdx22jknWPTp3jF7ROsO67Ehzx8OhoFj1jKNUymw+OnI4ZJTrDm8V3iqem4y2jokKOQ62ZXupehrvHK/v15z2OYkZpEbHyufdP0naal12JGag6Q37WlJlm01LZ6UK6NgmhGdm2zAqJqeYh5Cqi1GhjBiMTv2/2fvzmFv2vK4ffVV9q74115qeae9zTp8+3U03SDfDBYMY1J/IlQaVob0kjSRCJGo0RhKE3JB4jV4SuTiQi7MkAhrBcCGGEEW0aUZnQRtshKah+/QZ9vAMa6h5+lbdPz61V9O/VtinhfxoWO9k55z9PGuvp1atqlr1fN+f9/uFWncsZksPOKYV+cUYZUtitK9ljOBqkeE6hgcvbUiWFfuXF4R+x8NHK6rOJU4bzFZSeeu0YhxtSZa5o2CmZgzJNFlku5Cy1Sh7YrMqWEY1yp7YZhHTZLHfRlytM8wgtvzyuYNcV9RIU8q+Hozi7iZlMoKs6nKPfSFImrsyQrmGFx+eCSZptHnw0gY/6FikFZY18fBmQVH46DmxOcVyjLWdQ7IpmYxF6HdY1kRdeNL39mxG00oqVqmR3fs2ct1OpKuvH21WcUW6KdkXIY4ydK2D7RmuNgeWi4rgTHrLFpsCZY/Yzgi5yzRa0q0VSq9ePyhB4YSCSOl6hXYNQ6t48X1XbG/kHNsfIiJf7Oau1NJtFjQMlUtRexwqSRCXpYxrPLEB60pj+9LxFng9yproWoei9rh4YUtXu3OnnyQF7z+7ZRVXTK/hM/5003TSSSeddNJJJ530FDrdNJ100kknnXTSSSc9hU43Tb/OGgabIOooioDiNuT65ZUsqScdYdDJ0rSaKAqfe8/fsd4UHO5iXH+grDymQWwr5YyY0SZa1EyT1Me7jiEMW4K4xdIjwWXJNosYjZTIATjKMDQudtxDIM9T7QRBMo0WftxSthrbNXiLdi74ckmiBlWIlTIYG8cZmYxFnXsSfprg7jbB29RMo4VlTSSLWpZa/V7o8/aE8gzrjaRYdNDTF5ppsqQssxEsgWVNdIOiLj262hWLxdhS/R812PNSuxltzpcF42gLukUZxkxLMubZiuiyxEtbxtFisygJL0r6UbG6ykkXNU0haBQddxSFTxw1ZI8SqlrjqJGq0TjaYB4H6HUDE3gXFWFa8/B2Aa2iyH1sNVHNRXZx1FLUHk3noKOO8udXqGuNrUYsayLwesxgs7zIaXa+pG9yF2cut0zjBjNIQq0fFAw2jmPoZwtuaB0pIl1XBEmLE/YMg83F1QHtD1judDweqlqK3Swb8kPAzV4SIOtPvmUyFvq8pih9bv77OdZ8bJpB4Xk9nVHkpRT8BVHLYlUeSymVPdIUmrrVZD91DsA0CGKnMwpbTbjugO0YfK/HcwesywYzH6NtI2Wn02QdE6KuHsCeOFvn5I9iHNewvY3paxff7WlzD9Mr8l0oJXyBFIvmh0DKQV0plbw9RDAIkkPZI77fE1yUeN6AsxYkkG1PHPIAqxCb0BjZx23uobwBY2zCdS3Jn0dLHt4KdsGJeqpaEwVSIHizj1GeobyO6G4F9dC0LrY9Mc1pzMW6mHE6kD+K8dc1YzqQpDXr85zsEEiKdi6z1GlH20vJ6GEfUj2OGQebLAvw3IHsOpbzL+mYjCXFtWqkbDT7lxckUcM6rjhs5b0uMp+mk/2tvYEw6OhKl/o2ZLmsMLXDoZJjXym5piSRWFdlLWWxg1Gs44qLiwPhbIkYY1PlHloZfC3YjUD3hEFHU2lJQTkji7BGR3JNGycpgrTtCe0OXD9YEgUtniuJQj/qjsnQJ9epqtZEaUM3KKpGkx1C2sxjmM//Y6FrFtAefB49XkjRpRpRnmFxUYi1Wc8lsDuPMGx5fJvSPohIkvqINpo+oRSb7BCi9EjgdeSdWG96IWWd/kVF1WjcoJei4dHC2TRyPNwlcs7Oz1c+FquxbR2xw2pHkpH7gO0hpmw12XzdCbyOqVXc5hGOM0op54tLmldiurnAtmw0F4uc9VlOfF4SR42kUiuXZE4mBl5HELUkUYMZLWx/kGvOaHH3OGW5rLCVIJ5sayJY1nR3Pl2lKUuPcb7OLsIGdpIKznYhZlDUraZ7JUK/rqAvtBQrj4rbBwspstyH9LWLo0bGwiWIW673iaCGZjuwbjWbpCQKW9Yv7PCjjv1NjFaGabLQ7sBZUsp1x+upS4/9dUKcNmxe2IE94TsDthoxM4JI+VICPGKxucxm7Mkg6To9cJdFx+SoZcvn0mZVoJXh7iDp4aFzuH68kFGIoMN1JG338MGKovFQ9tMbdKebppNOOumkk0466aSn0Omm6aSTTjrppJNOOukpdLpp+nWW7w2UB584rrm4vyc4q8Ruqh2yQ0D2M2eALCPeHmIpyjsrGI0Fk4WbtgBEfkf3OKA8+FKo1yu2twnaHahzDz/qqAuPJJYkiBls2tYR/lpnC6cpbbAQnlxZSfndNP89iKTgbLUqj4V9mzffUlayVDkBdjDAaDEMNumzGWEidHnHMThqpGldlC3Fkf6VvE6tB7bbmK4ULptOpIBsvS7wvZ6uc+TntQ7TYEvBWOugk5ahE8uovAuP9Pas9mjuAvoPxGyLkPCyoMm9Y6HfOFokccPdPsaMNvttdCz9tNSEskfUz8REUcs0WYTnJdNoU+S+MLuMxfpNW7rMwxzZS3MixhYrzOQuz7/+Zk7TQbPzpfytcZiea/A/IcNxhDFnjC3Wy6sL3ERSKpOSpIrrD2xvEgA2z+5pDj7BshY6eOMwlQ7OI83QKZpKzyw4C3MdcHeIhK3WitU0TRaeN6DDntFYYn3YE2Xlsc0iIbKHDUnc4L0pE9u1cvGDjrbRdL0SW7B1qA4Bh21E4PWMvSybT4NNXzt0b2jwgp7VZU6eB+RZMFtwmrFw0e5AXvooV1I6ljURhB3tq9HR7mtqLQV7YU/VadbPHlhENdbBJVrUbP/HGcozTINNui6P55LjGLyooz14QmifLKbRJlxVrNOSx7epJNB6JQkpY2N6W3hblYt7T9J5pnWoMp9kVcn50klyqq8dvFhI6eNoE0cNXaGxmWhqjWkcKas8L5ncOYU6F2T6SYvjGAajaBs5D1TaE/kd0apmf52QFb6cZ6PFONhUuS/Ha9igHIMOevANZ2spcgx1j4p6ukpSR+lFIUnZSuO5A/ZCrL2s9ph6i7oR6/tJGkqpkd3jhPVZwdXrtsIobORYzg5SsGmMzd0rSyxrwvd64bbNvMDHr6xQ1kjg9zSFZr0pePTBDftDhFYfpsDHSTOz/ywca6Tdy7E9GJtVUtFVUiJpjRZNJ8m3wSiGwRbe5WhTlD5u0DMO8hHk6576OsIPO8KljCQ4apwLgiVhm54VWJmLdsyxrLPtHfbXCWfrgrrSXL3plnwvHMDkeUmnPbEl+9plv5f9oL2eogjYHyJsa2I0NlnlE/odgdcT+GLhlNsQxxnxdc/lWXZMRYdBhxUNkgJ2ZJwguCjZ3iQs1iVDKYzBJ9LKcPHMju7VCO0OmMpl+fo9kz+itMGyJ9ZxxSsP1pi5TDOYf9bF5YGq03h6OL4P261c78Kkpaxne8me2B/CY9mxMTa2PRFelCTLCuWMLObr/TYPSV5/oOlcNuc5yjWEfod+dj7/nBHTS+pOpx3KmvCjDuUN9IMiuZRjdhwtbvYxg1FHll/eeHS9Q9M51NcRKhALzfXl3+4rKXbeXyd4QU+yKQl0L8+7qHn0eMnQKgYj5ZZaS1K4qD3ublK0MmSvpPi6Zx3PBaL2yN0H1jiu2MN57QvXzxll1KWzWZ4V9KVLvgvpeiXpvEZRlh6+Hp76M/5003TSSSeddNJJJ530FDrdNJ100kknnXTSSSc9hZ7qpukd73jHa/5zfX39az7vT/zET/BH/sgf4f79+1iWxfd///d/xPe/6qu+CsuyPuLP29/+9o94zHa75Su+4itI05TlcslXf/VXUxTFRzzmZ3/2Z/k9v+f34Ps+zz33HH/tr/21j9qW7/3e7+UTP/ET8X2ft73tbfzgD/7g0+yaj1LxUooOe9rO5eZmgW1PRF4He83YK/zfscfzJIUShS2uY+h6hesaRmPJ0njnkhU+/lXF+qyQMjR74vz8QF75uIEk0BxvoOsVlhIGk/WBCMcx2MGA5w40jUvfOfjLRtIaD1IsoLyNmCYIgxabib52hW9lgWVBWXpY/z3BD8VqGFrhm7XNh0vB5PFiH7U3Ic11yGEX0dauFJvZE3HQHq2mJww0rQe6Tgod6WyGTh2LBl1/oKtclpc5rj/QFB7aNVw8t2O812IGKau0tcECdNhj2xNdr8CaZr5bSV2IfQfQdQ71m1tJ59SaKvexXvbFclqWxLNtFyxrpgmGV0N8r8fsNXalUK7Brm2uDwnjYFO3muVlLvbjhNhd8/6ZJoumdYmThsUzB2w1YamJ1VUOxqJvHZJVxSKpMaN9TL7o2YZyVy3emzMcz7BZFdSvJLiuwT5vxPbyO86f3eGoEd/tqQqPVVQTxmLpTjP7bLMo6XJNWXvs7yKqXUjst3hpS5V7uHoQFtchkH9rTTj+wN3DFDeQksXlRc5qXZKk9TEZ4+iBdFFTV5rxxoPJYp8JX+9J6qrtHeoXU+Lns6ON4Qcdzc8tWcYV5T7AjBbt4OA/W1AefKZ7DaazwZpwHcP02Kfe+VQPYyK/w3KFfzdNMA4W2jXs8hA/nEsl/V4SPVsP5QrrMFpXxyX+8/MDU6cY54JBRw/0jYMbDHS1i5ls8lcTDtsIN+q53SaEYctiU1AXnqRYN1LUCJJsbEpNnflEXodlS3JMOYaskKJVL20Jg47iRs5Jy56gcggDKX70vZ7A68GC6+uUzbKg7h20NzAN9vE8DHzhSNaN5mxVUJearnM4u3+Qczhp2N/FNLMltrrMyUufZnAIgxbURLmX99nTA77Xk17lHPKAcbQkkWnBwwcrllcZNx/YkO9DFuuSpnNJ7ueEoRxft9uYIvfJtyG2PRJHDXdlxOUzwriLA3ncxcWBwzZi8+yeMvPZvrqYLcmRcS6cNa3sg3vn8joGo3jmDTfHFJwZJL3nuYMkwexJSlOvKpr/sURrsa76l2KidUU7KFxvYF8GBElLHNdiZRa+2I+ADjtcf8CfS0KnCUynJCEYdDSF7MOqkf9OE8JpA/pBzTaUWPuDsUkX1fE6aEZbzgFr4vDygsVFgesYsSvnZGykO6wJSTqriarW6HXDsPOJk4aqc/HjjrZzqUvN9Tah6xyurxd4cxFpXvs4SpLNbaFxlDlun/IMthpxtKHvHM4WBeNoUZcetj1fD3uHeiep2aoW27duXYZOCf9vtvaW65IoaqgLjyhs2ZcBbeWitZSyKjVSPYpZpyWua1iGNYOxZbRjmlPXFiT3cpgssGAZi13uKNm+9WV25OJdP5ZSzn5QWAcH1x8YR4u89Ol7he/2TKMF1kTZaqxEOKlV51JWHof3bnAvas6SEteW8s0nnEWlRry4Y38n53e0rHEdQ1F5EElS71daqb+WnuqR3//934/WmsVi8VR//uW//JcfdePyP1NZlnzqp34qf/fv/t3/5WPe/va38/Dhw+Off/bP/tlHfP8rvuIr+Lmf+zne9a538S/+xb/gJ37iJ/hTf+pPHb+fZRl/8A/+QZ5//nl++qd/mr/+1/86f/kv/2W+7du+7fiYf//v/z1f/uVfzld/9Vfz3/7bf+NLvuRL+JIv+RLe+973Ps3uOemkk0466aSTfhvIedoH/q2/9be4uLh4qsd+3/d931M97gu+4Av4gi/4gl/1MZ7ncXV19T/93s///M/zQz/0Q/yX//Jf+MzP/EwA/vbf/tt84Rd+IX/jb/wN7t+/z3d913fRdR3f/u3fjtaaT/7kT+Y973kP3/It33K8ufrWb/1W3v72t/P1X//1AHzjN34j73rXu/g7f+fv8A/+wT94qtdy0kknnXTSSSf91tZTrTT96I/+KOv1+qmf9F/9q3/FM8888zFv1K/Uj/3Yj3FxccFb3vIW/syf+TPc3d0dv/cf/sN/YLlcHm+YAD7v8z4P27b5T//pPx0f83t/7+9Fa318zOd//ufzvve9j91ud3zM533e533Ez/38z/98/sN/+A//y+1q25Ysyz7iD4BzWeHpgSRoCJLmaHt590vSdUlZelSZFCUqWwoR20bTlFpYYr1DV7tzisui7Z15WRLKVl5DX0rB3iKpsSxYrwtsd8R+c46vpVjPjBZD4YI10V6HJGFDdFEyAYvLnOrVRMrKRoUft9QvJ7LE7Q4kSY36tAPaHVD2iA568rsIP+gIvO5YTDb0km6wkw5VSBLO8aTE0bKkYND1B1x/wJoTetVLCWEgiTo77mGCxUqYR0OvYLToeoc0aLAdQ9Vorj+wxp5TEEPrMPZy2E7zsm91CLCs6ZjIOD/LCPyOMG5J4gYd9qyimjhqCZOGfj3QfiihmJlVAG0jybJxOVA1muCyZFr0Yo9d1Xi6Z+oUcdBy2MbYrsHxJLllz4y97jpAKUnSVLVHHLQoZyTPA9YXOUHU0nbye8phHzI2wkQajC3lk51imqDbClfJWrdS0GlNeJ6Un3ZGYdujHFNBT95IgrApNe6bM4ZB0RmFZU80dwHJsibZlOS1T1e7qIce9TagrjRO0IvNsKpwnJFgJcWb5cOYPAtQ1kj93hXZPqRpXUlwWRNj4eLer1g/t8dxDW3rkBc+ZpTjQt2X91PZUkJojE3/bMvNKyuSVUW2D8Va6RVUcnzbO40bSBKP85b4rMJKe7bXCemywp+5el7Yk2UBUdhKwnE+H21rAleSnbYzUVca5co2tIODNb9XjJLKcn2xGSZjUzUaK+1RemRoFZMRvli2D7GdkbaQssV6H9DUYo+RO+i4YxhtFklNHLQsolrO6/k1O2okvShQ9oQX9Fhxj22P1LP90/WKIGm4d7Unq32UPWFZE4uzAs/vcLSh6Vyxf14JqTsXxzOs04pDHkhR6mjjxy22M9I0LvvbGMueOOxDsn2IXjcozxB5kgarWxffHRgH+5h2tK0J5Usqy161XFwcGEdJ7ZnRQqmRQxVwscm5PMtQwUC1C+l6SYgdKp8yE8uqHeQYTlcVd9cpi1UJ7ngsyQzDlk1astyUmLkkF8RGf/XRSphktiQwFyuxc55YLM1tgGVPRG/bCrNvUCRv2uE6H072DYONpwfUnNB1XUO1C4W9dxNgWxOWJcmyNK1JlhVlK/xJHfXHosa60aRBy9Aq0qAh20oatO8d7l+IHfnk/Zomi67Q3N0knJ9neJcVRSGp53YQa/HmNmVXB+hnS5KwQUcd4/z60/sZadDQdjJOAaDccR6XkLGM/SGUczr3yA9yXq/PCtpuLpucpOD3ap0ReB2WPXK9TdHugB92lJXH0CphiN6TzyrXNfjuwCJsuFjnrKKaJGrwdM9hF2JGm+XMIQ28jrNNjusY7m4T9ncR4VVBZxSe7rnLI+ElFh5F7uP4A4nfCjdxUbKOK0YsjJERBz+QxGfTutw9TAkXNVHUYn4xwb1XieUX1biu8Du3c4HlYlUyGAUWx2Sl4xqiT9qRRA0PfuGCm5fWRFHLIq0kVV67tIVGeQbXHagrTdvJZ+h6U8AHI/rh19me+32/7/fhOE+9KMXnfM7n4HneUz/+f6W3v/3t/JN/8k9497vfzTd/8zfz4z/+43zBF3wBxshJ8ujRo49a/XIch/V6zaNHj46Puby8/IjHPPn7r/WYJ9//n+mbvumbPsKSfO655/73XuxJJ5100kknnfSbWq85Pfe5n/u5/JW/8lc+6uu73Y7P/dzP/XXZqCd65zvfyRd90Rfxtre9jS/5ki/hX/yLf8F/+S//hR/7sR/7df05H4u+4Ru+gcPhcPzz8ssv/1+9SSeddNJJJ5100m+gXvNN04/92I/xd/7O3+FLvuRLKMsPF9F1XceP//iP/7pu3P9Zb3jDGzg7O+OXfumXALi6uvqolN4wDGy32+Mc1NXVFY8fP/6Ixzz5+6/1mP/VLBXIrFWaph/xBySNMRibfREel55vbhN8T1JxSVLDCLY9cnedcvdogbnzCOKWsvDoCk0Yi60z9IqmmZfneyWla56kiZ6w2cptiGuPOK5hNDb7fYhtSwpJhQOmdlDL7sP7p1c0nYvatDieLNc3uceUDhxeWdB1DpYldkc/KHku1wgDaVDsrxPSuKYfFGMu7KhpsrBeV3G2mAvPMo3tTEThnHjLNcoZ6TsH56omcMUaMbWDcsejZeW4hmRd0bUuReMxDlIUSWxwXUNXaJ652kmyp/BgkpRNkDZi3cwpr7tdTNO6OMockyF5IxytKgvwFi0mNjR7H2VNbG9jxkyW4/24ZRnV1PtAkmSNK7ytzsVbScGaZY+ki5ou1/StIwmfl2POX7/F0z1KjYyjRVF7TBNEUcMhD9CusNoOecCUuwTLGl9L4aeneyZjoewJd9nSDg6bVUGYNgzzz4jClqL0JS1SCdfOUYa2dtFBT5179Hv5mffu73AWYgc2rStJqaAneMuBxWV+TBA9KSlNw4ZhkLSJnXbcv9izy0OsNxesN8WcXrMYJwtvUxP6HVWj8XWPrcQabVuHTVjiugP5L6zIHiZ4zkC99wmThvUzBwZj4wYDZaNJ44boXoHjGdI37ehyzThaBGFHU4tdzZxIDHVPUfg0hT6WUXruQHvwGSeL6v0LSR/qgaGU46m/8alqTXYXESZyjARpQ9s6WIglBFLQZ9kTprOx7Ak/bqXc0BerOlrU9K1DtK6w5gJXkoHA6ygbTVF7VI2mM4qzRXkseW17B6VG8kcxSdAQJ3IOhUFL1ztEXkd9E7ItQnwt1lDXugTuQLmVgldlj/h6IH7T/ph2khShfSwytKyJIRfLL1lVwnqLW2xn4pn1nmmEdlCSWrwJub5eYGrnaKe6jsHVUjzoBT2Hyid/NeFsVeDrgaL0cJTh0cMlD15es0hq/IVw/rQr5bR+JLZangeMSLr24vKAsidsz/DoZoFWRsooy4D9dcJgFLdZjHaFA6bDnrZ15TrYCTvtyTHa94pnXrhlFdXUrUvgdXi6J88Ddo+kMFbZI543kB0Cth9c4c+MsfVlhm1P2Asp9G0al2Hm/Q1zaepobM7Tgm0eykjEBJ1RxGlD2WqWZwVaD4zz46vaw4zWcf+tz3Nsd6TpXeKg5WKds395QVl5lJnPYlUS6p5VXFHUcp1fJRW2JenqovW4WmQs5+MHII5rjLHFXrag2QbQ2aRLSe15zoBtiy0beWIVT5PFYSs8UnPncdhGJEEr56g7QjjQdMIYtayJbRaS1T5mtKh7+Xo/KBxPmI1NK2zQabLoR8XhcYIXdUSLhnFmA7adfIY4SUeS1pIYTiphx/WK/SHi0YfWKGvCccR2U/aIjTzOrtSRrWqerxl6hT0nEn09cL6UfZ8XPqug5mKRs1hWWIDvDkR+h1aGstEs3rAHX46n3bwfbGeU0YqoodpJ4aWne5qDT176pG+7w1G/wey5H/7hH+bRo0f8rt/1u3jxxRc/lqf4mPTKK69wd3fHvXv3APjsz/5s9vs9P/3TP318zI/8yI8wjiOf9VmfdXzMT/zET9D3/fEx73rXu3jLW97CarU6Pubd7373R/ysd73rXXz2Z3/2b/RLOumkk0466aSTPk70Md003bt3jx//8R/nbW97G7/zd/7Oj9kuK4qC97znPbznPe8B4IMf/CDvec97eOmllyiKgq//+q/nP/7H/8iLL77Iu9/9br74i7+YN73pTXz+538+AJ/0SZ/E29/+dv7kn/yT/Of//J/5d//u3/Hn/tyf453vfCf3798H4I/9sT+G1pqv/uqv5ud+7uf4nu/5Hr71W7+Vr/3arz1ux9d8zdfwQz/0Q/zNv/k3+YVf+AX+8l/+y/zUT/0Uf+7P/bnX/JriVDp1XFf6iNrrENsRnIQZbKn/j+XOOFlVpGcF9kpI464/4AQ9fa/otj6WJb1Grj+wXhTUrQz9WfbEaIRyb/sDN7uEOGzpa5cobmXosXekUt4zOHogr6QDY5lWWNZEGLaY/lfU/MfdPKg6YYwtA829w2EXyvAk4DoGL23JK19+Q7osmR4GTEZQAmWrCf0Ou7NIkprsQcpQSScJEyzSCtcdePjKimwXkZ6VmF6I9a5jaDNPCPD1PD9XOLIyNyHP6xr2VSC/EX9IY4zNMq2Oq2H5z2wIlg1jpxh6hTfjRsZOKv47o6BWjOOH+3by2sOLO5xVw6MHK/pecbuNSc8KTG8TRS1F4dNVLmawWc7DvvuXFiwv8iMpfDpryWqf2OukO8VYMuBsSx+LUqPgbN6/BCB9JqP75YR2fp/qVqMjGbjvd56skNQ+42ijw56ikoHxJG5I4wY9U7rLysML5H2LFg24I0URUHUuplN4esD0Nq4rK2vjJOTwaZJtU7YcT9ssJPAFazEO0ks1NILzqFuXq2UmPVe1ZjQ2yh6l66T0Mb2ir6Wr6uW7FYHXc/G2azbP7VH2KCs0Fmxfkd6yvpFVhO2rC+mXUSNZFqD8ATMjUWwlIQlnxv3sygDXG3B8GfLNH8XkpU+yKWV/32uYJtg/SFHBQBB2uOcNplNMg01dSt/MOFlYFrS1S5drnMcyEOoHHTrspR8s8+S3bcdgWXLcT6NF+Wosq6oWLFYlVe0xTRbnacEibAQdMTi0rUvfK0LdsXuYYoUDTf/hLrT9o/R4DOIbbGtCK8OuDIiiRo7TCSHW2/Ibs23LqstgbPLal2uFa+aBePktOQw68r1gbspdwDRB1vpgQdu50ln1ui3JsmJxUeAoQ9PJMPc4Cj4o8CQ04Z417AsJrDjOiHYN55cHFhcFsddi5hUurQyOa/C0HKNjIT1L5W3EMNrS/VNLL9u+COkyj6bwcGM5T3yvx7Ym6cvqFYtECPXLuGKcLPK5u8e2J26ymEMlIYnDLpIhYG1YXeUkfoujRjx3YOwUznlN1zmUlcf+fWtB+hQuoS9Ymz7XJEktARDdc7n58HC0o0aGxjnu1yeIDdeRa2nZavrS5bCNufvQiqZ1qRpNHDdUlczyPr5JcTfyWXB1ceDwoSXtINe1oXNYnhUcqoA699mXMqD+6naJmleextESjIhr6HoH5RqClx3C85KudySAYk0Mg8Jkmn0ZUNQeWe2zPivw/B59VaHDnqzyZWXO69FRT987gn7p5ZwtM59lUMuq3T6i+VCK/2QF0pEB/iL3ib2WYF0zjZZ0Lc3X7Qlwgh7HNeS5HDNVpykaj2Us/XfLZzJ2uQyXa2egLH3y2ierfJLXH6h2AUXl4Qcdq6VgVVxlyEvZP9NkyUpRLyuqRekxAdufPf9wr9ZocdiHEja5jQmTljSticIWFQmmZXN1wLIlDJBsSpQa5Rh9cj4+hV7zTZNlyZN7nsd3f/d38zVf8zW8/e1v5+/9vb/3Wp+Kn/qpn+LTP/3T+fRP/3QAvvZrv5ZP//RP5y/9pb+EUoqf/dmf5Yu+6It485vfzFd/9VfzGZ/xGfzkT/7kRwyZf9d3fRef+ImfyB/4A3+AL/zCL+RzPudzPqKDabFY8G/+zb/hgx/8IJ/xGZ/BX/gLf4G/9Jf+0kd0Of3u3/27+e7v/m6+7du+jU/91E/l+77v+/j+7/9+3vrWt77m13TSSSeddNJJJ/3W1NNH4mZN00d6f3/xL/5FPumTPomv/MqvfM0//P/4P/6Pj3q+X6l//a//9a/5HOv1mu/+7u/+VR/zKZ/yKfzkT/7kr/qYL/uyL+PLvuzLfs2fd9JJJ5100kkn/fbUa15p+uAHP8jZ2dlHfO2P/tE/yn/8j/+Rb//2b/9127CPV0mfB6RBS595oCbWi+LYt6SUDPnti5Bxmm00z0j/0WATR0JP16sGyx5payGod0ZhWVC3LlEkg+LjaGG/FGB6GU5MVyVt5+DP1iAI5mPoFYHXEfodd7cJtjWR70McbegqFy8RnIvtjrQHjyLzxX5xB4K4pao82sqV55xXMZ8s3W7ecgu1oq1d8kOAMTbusyVN66LPapQvNHdPDyhrZDCK5WUudfiFh6PFQut6B2zpJbG9gXofkD6XUTXSr5EVPo42KHtkHG2mTyoYe5vtnaANupdjok/ZHntObDXS9A5dqZl6myb32G8jqfUHgnUthHI1EgctadzgxjIcbamJ7GGC6w/SN+SMsNNEYUs7KFbrkui+DCP7zxQkQYsfdrS5x6O7hSyra0EaMFus9txTpZ4vmSYL3x1QrUXkdzTbgK6UId/1ZYadiE02jZbYSKVL4Hd070/Zv7Jgfwipao0fyfZ2nXM8TmxPcDwAftTRds6Rem57hn4QrE3//lSGIZ/0L83Wz9grlpuSrnKx7BEz2AyD4vEhwbbFZtZ6wGbCjNKRohyDDmV53nUNdy+tqDqxaR7cLGnnQXQrGiivI9hq+l6h1w22NTEhS+u2IwiIttTH4dOhdnHnvjDbmgQzNDhEl6VYLpNFUQRHHIi7lM6iKvfElvQH3LSFrT4GDkZjo1yxmoO3HLDtkSrz8b2e0djSqeX1RF6H7wzsrxN00JM+l0nvT+GxCBr6vYeve159dc04WdTXEXnhH0MZZrIJNxWTscn3IcmMGUl+0WEZ11SdJkha6lz6t8xgMxixtJaXOduXl5SHgLNNTlF6mEHO84tFTuR39I1D3bq0jcZNxaZTnhF7U4ulaEabsbfFRpng5ial7R1cx9D3DsqeyO4ikqgRu+M2YZuHJFFDV7vkpY9SI0Xp0Y+KovB5cLeYB4khq2W/rYKadVKJFdm5uGmL5wgm6Nnn7ujn7rH1ZSb9dZ1iGMRiGicLJgvtiYUCMoTddg7moPG0WEVPOuJ83XPvcn/smSpKj5sspqw8LGvi4urAUGrCoGOZVgRvyKTr7KyW62Ra4y1kGN/ze/LK5/FdyoPrJeXBJ9QdV5cHbOSc6AcZyFf2RFt4hLonWDRcXBwIrwqmieM2JknNPgsl3BDXnC1Kqs7FXrdsbxP2ZcAirSTI00tHXuy37HbSA9XMyJVFUpP4Lf3LMcMciIl+163YcaNNGje8+nCNZU/Ycc/QKuz3xoIxal3qg08374Ouceh6R65XuseyJ7rGYZVUYl3daN7/C88wGRmrcObr9xOrdxxlmDqrfTZJeezBetL15bkDZ4uSOGglOBG2R7xMXnucrQrpaqsdVpEgpC7WglAZJ4uy9PHSliRqqMsPu0iPdwmbVM7zJvM4bGOmSVBN67RiFdWsP+WGJvPYHmLisOXyLEO7A7Y3417skbL0SZKaYe72WkY1ZSWjIE2hGSfraME+jV7zStPzzz//P/36W9/61pOdddJJJ5100kkn/ZbVU980veMd73iqx/3zf/7PP+aNOemkk0466aSTTvrNqqe25/5nUF7btj/q67/d5fg90wR3WYTV2qik5+ZGKNXak96fcbRw3YEy89HucLRTxsFmf51Q3US0e1/ST0HPYOYujF9Oj90YzTagzzzMs9Jls99GDMZm6BXDaGMql751jkTspnPJsgAdCI5CttNiGmxGIwk25Yyo3EGHPXePU0FydA6LtGK9KbDVSFdqFmHN9jqRROBkE14WxEnD1cUBM0pqrCm1dG30Nt1MLh+x6G4DPMcQJtLz0tXuMdW03BSkQYP2B9xYavZdx7BeFDiOIDKKQuyCwO8I4papkPSLfq6Y+2ssdNIxzhRvP26x1MTU2ygtdO40bmhKjXaHox2Sl770YQ2CxbCTHjNX6/tez/1PlD6wpnPZ3sYYY5PvpItrGOVxXtKyXJQYY2OMTRy0dLkm8PojCb1vHOnwGRTmjYK7UblCeQNV5bG9jXG9AUtNeHpgMjZ+LB04+hMygotSkh9xg6eH4/O53kD2SspqWeL6A3kWSArzLkBpQZ3oQJbxw7hlfK6WbhRX2vWnyaLOfMJFTeD2JIuaZFEzdpJcavY+XaaPlPp9EVJlAZHf4emB7jagvZXkzNXr78jz4NgfZjpF6Hekiwp32eLer6QrxR0YBhvtSNpwKLVY04FYHW3vsD7PxY4IWqbJIt+H7K8TPHcgieQYMq2SDjDH0FfSq6W0IU4aulvBjVhnLV3n0L8UY3b6aIP7rnQDBYlYCn3p0vYOeenTDg5mtIjWkmITVI9ghV56/yXrZw4kfku4rLm+XqAWHcoZ8XWPH3RikxQetmugVjS9pAYX//dH3O5mW7lzUHokzwLCoBML/jYkcAewJ6JFzd0+xnUNcdwwjRYvvXROVviESYuFpFKfpOvCoGMwNqZxiBNJFOqoZ5wsmhdTFuuSwBObXtK8LummZJjRSNNgYeZOp3RZkUSNWO6upPwAhlZSVxdJThpIanBbhTSDw+WZ2C72E3vV2DSDQ3o/Y5OWR5r8c1dbsa6V9AG583XJd3vGeQagLjyiy5LDLqKqPDzHYP9cTNO5VDM+ZBXVDLVcA6KwJXClWiZaV1S15vbhgsjrWEX10aauGs35Qmx1YyQRu1kWuP5AtGg4lAG7MhD8jR4oP7hgf4gIdcfrnrnl0YMVsS9Wq68F81FWHrt9xDSJtWYGua70o03XO1xuMqKFWESh7o7XxjSUtOTZOuf+6kBZedxuE0nGtprprGWVVCzSiu02ZhFJT9E4X8Pbgw8TnK0LVp/9mEVYswgbnnlmy/osl2tgKD19UdAeET7TZLEvArFvL9tjX1pR+tI7l2kcXzqdspuIdVrR9Q43h5hAy/UsjCWx6KiRwO1w7RFvHts4S0rM3Bs1TbCKKi4uMvaldGPdHmLKwjv2jgV+R176PHO5w0bQPloP9HOiM92UXF3uUfbEvggBeHybktce0aqGV32aTs5Xe4Yr5bm8PsuWsZCu0mT7kGmCvtDEgVj5cdBSNu7Tf8Y/7QO/4zu+4yP+/n3f9338tb/213jDG97w1D/spJNOOumkk0466eNVH1NP00knnXTSSSeddNJvN73mQfCTfnVdrHIeF1d4QY9zv8BRI4UR9IVyRjx/XiqvNVHa0LRSQljiYakJnYhtME2SnDLjhy0i81w1J01gc39GUjiGQx7geXPCSI04thQpLhYVh12EtXdpfRe9augeh6xf2NEPiqrWpJsSR43sPrCCVYe6XwmSJG0Z5rK53S+vmBYD0aLGW5Xc3iWkm5Ky9IljSaGVdz7p66Raf5OW3IyxbLOxCfyOyOt48NIGZ9ny+NUlljuhrl2m9UDXO3SFxrImOlsxza/3cBtD6VD4huVlTlEE2EoQMrYlqTEiSevY1sThLmYaLLrBxk9bmuuQ8JmMIerwPEkUVo1maBXP3tvSDZIi2t7FWGoiilpJfz1YEKxrlBrZbyPIHcqVh2WBcg3Mlf+9P0hpoteh3YGi9MlHoZuPg01ZeyTrirL26DuHOK7ncsRJCPGVg0onxnVPGrYUH1iinylpS40XddSNi+OL3ZAVPuNgky4EYbLbRyhnJFnUkoZyDe79gkMeHG0I5Yykz+0ljRXV7MtA0mmtJDktS9JwjhK8QbgRTMtutGkKKdsMFzVNrbE9w9k6pzPqeCxTKIrQoys1589vaXpX8EBZRBw33GURthpR2mAj6cHR2Cyiit02wklGAr9nMDZKj6jZWsFCrMWdz9Z38aOO658/Zzpr2ZxnUvBY+kwTYktpQxQ1mNFmcyGJS1tNZLsQZ92Qlz7LhWAduucHmkpwLX3vsO8dweS0Ls5c3lpXQmEvK48SjzDosB0jGJ7ao69cNs/vcO2RstNo11BZ0/x+isXhuobQF4zHMqw5pD51oxl6RVlKiV9TaZQ74ntyftzsYwC8TU3dO2As2tZhzDSDIzYIFlzd39EZxfalJRiL8UqKSutWClhte2JxXhwRR2Nv0x1CpnQg9sSqOVQL0mcP7G9iitmi35zl2J7sy3G02UQlL758zvJc0k+B21P7gv1xHMODvYxjDL0iClpce2RXBgRezyYtqXv3eJ3ReuDhy2vctGU4eBzcQXBFvVgqZrC5XGWSPLVGitpjvSlQ1ggpJH5LpFua/9uOsvRpga51KEuPZFWh7Im6dbjeJ3SVxrLluEvPStpBsctDSYrZI1fLjEPtk79/RfTGA1nli02sB2xLLLmq8tghdvO47lgmNVntk+0iuUarkcd3KWOnwAKlDZ7f0/UO67hiP3EcpUiChqLxqHLBZW2LkGFQpMsKM1kU71uh35DjqJHNoiSrfLoZabJeF6R+w00Rs1hWgBRHdr0iDDpqC/rKpZkTkfssJAw6itzn/sWeuyzF3VQ0lUtTac43Ofsi4Gydc/PBNWbdYTsjzftT9BvFCg90j32ZE+oeNSNdbrcxUdyi3YGmFwRPXWn5LFoVXOcJkddxqHwCr5/tzZFqF9I1DpaaMK3cbhhjM7SKydjy/iU1WhlGPbCdbf/z8wPVdUSb9ihHxip2vYN2pND15jbBn4tv21YRfsKByOt49HDJvfs7RmMTBGLX5mNAXWqiRU3bOhSNR7IpyQqf1UosY8/9MGrs19Jppemkk0466aSTTjrpKfTUK00/8AM/8BF/H8eRp8MgJgABAABJREFUd7/73bz3ve/9iK9/0Rd90a/Plp100kknnXTSSSf9JpI1/WqV3L9Ctv1rL0pZloUx5n97oz4elWUZi8WC1/+j/xeTG7LeFGQ/t+by0x7zyssbKZvLXJJnc+r3LehXhnvPbelHsRoCv6PrpaTQ0cJkqhtNGLQ0nUvkd9w9TLHcUfhbzkhbaoJYSu3SoOXR4wVeLKV3tjMyjTZmr0mfyWg64YhFYcthHxJELZYF0wR16RH8D5/pM7NjykvZoyQrjE0SNWL7DDZM4IU9ti12gaRkINQ917sEdWTjyb9dpEL1DryOpnNpdsLCSs9K8ocJ+qzG9ApXD2h3kDSaUZSZT5g0RF7Hvgg5WxQMxqZoPNraBQuCsKMuNUHU4bkDeekzGhvt9dS5R/g+j+Z8wns+pz74JOuKIvOZ5vI/y0Lo7p3DelFwu02wnZFFUnPIQkyjQE0sViXKnihqSXt0g8JRQhc3jYPtGpQ7otTIKq6oOhc1p6263qHtHEmYDYr+lYjo9ZkU9xmb8dpHP1PS1S7KNShHCiXXaUVW+WJV6l5soUKjk5audllviqNFFYVyjLTlbPcEHf2g8HWPo0b2BykyHVopDlTuyNAJ69B1DOXB5+Ii424fs1kWXN+k+FHHOFnHNOE4WbSdQ9c5mNbByhzO3njH3T4miiT92LYOadwcKfGx39EZNVPpe/avLAguSkK/o6w9xtGS8r1eEXkdVaepS41lg2WPxFHL/i4iXQnVPfI6qh87J/ncaxxleOXBmmC2SurGxVaTWIXnBw5VgJktl75XxFGLaxuqTouNbU/keYDnd/KaOoVlT1xscq63CdNowVbj3quIZ77bdhtjO/I+D708Xjkji7BG2RPN4Bz5kFXhsVqVFLVHPJdatr1zLG+0rYnm4Au/EDkPByPv2TRZOPaI+RWcwKqWosK6cTlfFnMyScol+1b4hd3OxwoGzs9y9qW8/ic24RPmYNtK2tLXg9iVvUPst5StxtcDVaNpa5fJ2IRpTd87RGF7tMQD3XO7i4njhuKDC6ZNx/km5/rFNd5Fha97mk7SbEXpk8QNZeWh9UCoO/pRkR0CbGfkfFkIZw/IS184iaNFGrR0RlE1mihoxQqaS1jzg7AulWfwg45pkqLdPBPr+clxvYpqKZW0J5rWpd75PPf8LVntS0qyF4vRtif6XjiDkdfRDlIOXDSauvBYrUvq1hXu3Dwa0A+KvleYVpEsa7LbiHhTUZca2xlZpxW325jlbKdlhY/nSVJ3HVfc5REASdgc91XduizChoePloRpc+Q6MlkoR0pjp4kjM/LJvhxHi8jrxCpsnCNPbX8XCYPOEVbekzLSthNrLfS743GorJGi8fD0gGsbmt6l7RxhMnqSBt8/TlDhwHJRcZj5cotE0r/7xwnWYGN1FpOaIDY8c29L3ng0rUsSNWglRZOvPlqx3si1/LCNUHrE0QNt5rE8LyhKj8Vs122LkGYbEJ+XpEHD9TZFOYYkaihqD/3vEsrPFBaeF/THa++TY7of1fF8XIY1RasZjHBIm4PP4jwnzwK5dg8l7/tj/x8OhwNpmv6qn/VPvdI0juPTPvSkk0466aSTTjrpt5xOM00nnXTSSSeddNJJT6Gnumn6gR/4Afq+f+on/cEf/EHquv6YN+rjWY4eSBa1WG5vOVB2mtWlLMEvXnegyH3UGwuWVxlV5zJNFoHfkfhStPaEdwZS+AUQ+R27XQQWLNYlcdTS3gVcXRxoa5em1uzLgPVZwWhsztYFplfwio8+qylLn+n9MVEoNoEOhKtVZj5mtLEferifvaWdC76m0cL89wVx0LKMK8pGYyqXaa9ZrCq6l2LK2+i4bF78worrbcpmIcyyyO/o98IQ2u9DujtfiumsCauzceayPX0mRW22GrHtkWwfUhQBTeOSLiu0a2gHB6VGDpXPNotoSilri+OGKveI4hZHGQ5ZiNYDphUelaUmmrfWLN+8xYw2V/eEVYUFOuqYRovNspDl/63GTDaLpZQEVo2kp/y0hVpRlD7b64ShVXQzh2oVVYyDjRP0WErsSO0OPHy0YhE07HYRdeuKLdI6R6vLumyw7ZFlXMNkwUrYgLaaWCUVyh4ZSs3tNhZeG5LCCYMW2xdGnA577h6mx+PDmnmAVxcHvDmpmITN8f0ZW2EPWkr2yzKumCopWvR1z3JT4iqDufPY5XNh5yAJF3PrUzaaovSYJgvTKnTU4V5VmMnGViNl6dG2kkIzozXvn5rHry6ZJsEV2taEWkr6pusdbFts3KaV47cfFcVtiB92c0mpzX4bsTnPKUsf1zHc/vKG/ncWlK2eS+uk/BRgncq+C9OastXH87G6C0njBmULO6tpXJpW7Ifx1hMr+hci4rRhHGweXS84WxVMo0Xy+gPrpCIvfSnq1IardSbpUr8niRu6UpPXvqRagb51aFuHZy53mNFiGdU0nYNW5shrDH1hqCWbUkr8lKEoAiKvw4w2niOFf0Xtke0isuuYq3VG/jDB8wb2ZUDdudzcpGjHsFxU9I3D+pkDtjtyc5ewCOsjc263i9g/SCnuQkynSAOxU5vZvtoXIY4aKRvNKq5YrwuWmwLLgrOFWCauYzCjxS4P0Z4UOrrPlnhBT1b5EA3HctPA6zncxWIZ9oowaPHcgW0m27FayTVsV4TsdhHbu5jzRUHbOVwkBfWcHBtndt6ToljfHXCDgaurPdrraVuHah/Qdi6WDV3lij2thU/45PifgM29jOt9IjZ266L1QH0rRYdmUChbyiTFDoW2dXnu3pb9PsS252LaOQm4iiu5zjzhSfpivUVxy+UqFztMydRL4PZoPeAoQ+D13OxjrpYyBvHkZwnH0Sarfa4uD3Tz8aL1QBRJiW3kdVJy3IhNOWKxv43JMylwZAJv0cj4wQT6JWGr1b1c05vORSvDMF+/Ul9sU2WN3O1jLGui7RwOVSAsNq+X6+4uxLLAW7ZMxsKMcpxfrTOUNaKVYXMvQ29q0hf2BPdKFuuCYj5HXdeQVz77MiBvPNJlhc1E4EqRqK1GGRtZ1eSFT+D3VI3m0S+e02YeZ8/sKW4iYRwGHV3uyX4bLfh9exzXsFqVbJKSm33MYBSB11M0HtkhIA0a+l5xm0c0nRRLD4ONG0vy7snnraOefqzoqW6avvRLv5T9fv/UT/rOd76Thw8fPvXjTzrppJNOOumkk36z66lmmqZp4qu+6qvwPO/XfjDQNM3/1kaddNJJJ5100kkn/WbTU600feVXfiUXFxcfxZn7X/35iq/4il9zAv23qiSlMFstaiQvfPZ3MW4wcLiL0UGPdgxl5ZG9nLLfh2hluD4k+F5P4PVU20Bsi84lzwOaTjhSljNymG0bvW7IGw8scL0BY2wcexQ7rdUkac2wNAR+x8U6gzeWlJVH2zm0mcehClisStpCo14oGYySYkwlySr9qXuK2sNMNn3rgD2hNmIhxm/cgzWh7JHI77BeJ2ykYbSx1CRFmb4hDFuiuCW6LLndxQRej3vWsEhqqkJuwLPax1bCBkoWNUPl4Hk92T6kajRl5dE1UhhnOkUw846myUKHPfVsKZpeOF467hhHG9cbGAeb7QdXMMGjh0u6xiGIWrrcwwt67g4ReeVDPLC9jWlal01aSqpLdzQz+2qzKNFJh3LHmaVk8Wibik0YtTBZxHGN5wzoqOPB3YI4aagLD0cZHG0IdYfjjPh+T+BKosW0ivWmIAw6PH9OjxUebtwRzMVtxtjynnUu42Bj2yPtzkcFg3Cffj5i/7KUDF5vE7Rr2GYhNhNNrVlGNW7Uk724xOxkn+/ee4ZKO2x7ZH+IaDspBVSbVriIwcAw71d9WR2TkF3joG40fe0Qh62Ugn4gwg86hrm4LtuLvbevAnTaURTCwAPm9JemaV38J9w8d2AsXLpesbrKCbweW424/odt7s1SSmJZdiRRQ1l62NZEsqipG02+E5ule5Jcy3yxicMWb9lwmPdHe/Axe7EZx8nCuayxgOgz72hal3RVQeZyu5Xz9HAttoVSI9s8xHEMD3/uknGU4tmq0YRpzTBIkq2sPCx7Io7aucQUssqn7x0OlU92EPtqmqS8dZwsttcJee1hq5GmdyTp1bs0vYuyRyx75OyZPdf7BO+8kpLJ2TpJVxX9oMgKH/aSkBp7m3RRieXmGbQ7MA02et2wvMhxg4FHjxfsHiUzu62iO3hY1kSz89kVIUXtzalazYOXNqRxIzbXZJHG8noHI1wx7Q7Hwt3F/YzYk6JQP2npGwc1pxQHI0nG82elWHe/jYT7tqzwo45tERL4HVnrE+oeGymZjHRHNyjMaNP0DknY8Oh6wTKqxTZKWzzdM5QOy02J7/W0nYtrm5l5VuO5A/2g2KSl2IwHTXkISC7luFqk1TFVZozN7TbBVC4vP1rjhx3lK4kkZUeLzaKk6uRYUdowDDIOEXi9JMmqgLrSuK5h4dfUvcs42oxz2lE5kkoeerH6Iq+j6V2GzjmeJ+NgM2KJzVT4AEfL+f75nrLRYnFrw3pdUHcu9py6xYKiCJjeUlLchdizDajskbLVcpxVmlcer2RfDQ5nq4K+d47WHzC/vxCnsgAyGgulJUHouoZXXzzjdivH0PYuxtNSnGqMLe+LYygfCKNzkwiPc5osipnpOE4WxW3IKqkwg6IuJR3quz3WT6UsXtizOCuoW5f4vJT3sFecX+3J9nIu5nfRcUThJotlbKV1aDphrjqewUyyT9o7KV21bflstmaO4jRZx3GYp9VTrTT9n7lzJ5100kknnXTSSb/ddErP/TrL04Yi97l+tGB/K8PXypM+nGRVoR1DvpfOI/+qwlIT20OMsqUDpOsVlppo9z7LqCZNa6rclwG8yiFMZcDe9NIXkiQ1baGlq6d32GYRrmNoWhc7GLAsuN7JKla/82hKja0N5oMR02SRLGu6yqVtHWw1zR07FvlBel6qRpMkNX7SMhoZAvScARXIUPL2LuZylcuQ6DbC9QamdBCqe+vK8xibsbdpe+mI2T5OZcWndI+/SSl7FJL5oiWde21sa8LzerQ/UHUaSrnHb+dB4mYvvUyDUZyfZWg9MHTy25plT9jOiLXs8L0eKoWp5Tdfex7+833BBKSrCuXJb42B29EVWqr2lzJcvC8DllHNOFp47kC1DQj8/tif4wfSsbXNInm+uGER1qTLimwfEgbSiZUEDeXjiMc3qQyAHhxsJvK9ULvrSuNHMkRfV7JyYKtRhmQrFyYZ+k4vCgAZLvcANdFVLn7Q4doGzxu4+dCaJJHfdAO/wz6Tfeq4hiEaicIW7RrGW49F2BAGLctFSRJLR4wb9Hi/EGAGxdApokhWDb03ZlyeZ5hRhijN8zV14c3YF41ly29wg7FRauR8lWNaxf4QUjcu66RiGVfUrctmVUif1KYW9MKjhO02Pg7E+26PpweuHy3IKx8/kv08jRZ3eST/P8FiU6Adw/TQpx8Uy0157C/rW4coamSQdNEQXRXy9cbBdQeagy8DrVpwPOnrDqxWJa5rSM9lVeHDuJkR/bqCzaLEUhNdLggVIcaHx86s/U3Mdv778EsJ4zwQnqQ1adDgOUbOXb/l/PIA/1VW5R01ysrNKL/9lrcR52c5Re3hujJ83RzkWvBk5ecsLRgal/h1GfuDDLRrZVjGFcmMlrl3byeD4aMMhi83JZt7GXWpuclivGXDYBTLy5y+k4CA58iA7eIyR1kj7cE/Dt33hca2J7pSBsk9d+De1Z5Q97z6aCWrVqUmXQiKaBxssocJde5xeyfD2ItVeTxWNklJ1zlYlgxOl61mX4Rod+DmEBMH7dxjZZMVAVEqWJKLZY6veywLwrUMElvWxDhZKFswS77Tk/jSM1W2mlB3hBcljMg1wB1oe4fuNmAV1Vj2hA56bH8gjOUc8e/JedHUms4oDq8uZLWoketZ0WjazqHaheICeAMT8Mrdit0uIgmaYydW92rEXR6h9YDnDezy8BgiGEdrPm4s8srnkAc8e7HDsiYSvyXwOh7eLulejcgfx4wHTaRlpSWNGwlDuIaLdcYqqXCinrtHKW0tq119L11bU6fQvvTGVbWm7lwJVXgD9oxNGYys7g1GPgP6zONylcsKdqlJr3JsJcPzTFDVmn0V0N0E7O9issrn3htvScOGBy9tcF05dpJYVq6a3sFbtpjJYjQWy2Ulq+iDw/DpBVWjKUpBslS5x/4QsklLIt0JXsee0GlL3WoGY3OxyCkrj8DvMaN0upnBZvvyEl/36FVDlgWEusNMNp6W1cehld4m3xme+jP+dNN00kknnXTSSSed9BQ63TSddNJJJ5100kknPYWeGqNy0q+uJxiV5/6//2/Wb5KBuHGyKG4iXnjhMTdFLMPFvXT31C+mjEuhyGtXKuYPeSCYk20Ec3dF07j4fk9xF8IE8VmFbU2UpYepHdw7h/Xbbo8Ub9ua2N4m+HFL3zmMxuJsnXN7l2CpCe0NdI3DvfMDt3mEPS9n962Dckb6ysXWMrzcPwhRjYW51wpywzVUhcfZOievxVbrO4cwbKkbl8DvyfchXtwy9ApTudj+gKMN7cET1EAlA42Olt6m9tUI/1mhqJtBMRrrSPPuB4WjDHkesFoKjbpuBYPR94ooFNtr/yAlOKvw9ED5s2vM8zVYYkUFvuBbLMTOioOWwdhHLMeIJUPCg2ADjLGpGxkiLooArOlY61/3znEJmPn5ALrOoW8cnr235VDJEL/jGIyRZWCA/BCQLGqxLjqXvnZwPIOtRtrCQ4diI1a1xlYTtiXbEoWtWDGjdcQayPEmQ8V+0KHnpe/A7Xn88xdMm5azTc7NyyvsROwLP+goH8aEV8UR8eI6hqL2xOJ8FGAZC+/5nNgXjMXhLkbHHUOrcDxDHLTsDyFjJ11NzP1QXa5JNyXTvD9cx8hy+rKgH8UunSYZErdd6WXxgw7LgjLzWW9k4DMJWu4OEeu0JK/FakmClrpzUWqU13cnVpatBFdhWxPX20Rs4VH6ZZrOxVGG6hAQpA2OGsXSKj2mThEs6+P7tkjk/58cE30vvWATMiTaXQcEV4J+6QeF5wyYyT721TSdS1fL0LzrDTiOoX4lIXg2n4eDZbg4u4mINhW+HsgKn6F10GHPeSqdNvvHCZfP7MkqH2Ns+trFDXqWcYVlwTYL59c9cbXMeOmXLrl6/R2HyqfaBqhgQPuCBFKOkcFcv+XR9QI3GGbUUkM/Kva3MUHaHBFIT7az7SRwcXOICfyOwB24PUTEUUvVaDx3OCJD2tbhhYs77qpIBsdHC9cdpFPM76gafTzGysoTDAgQ/ZuE5u0HtGsoSk+udw9Tnn3hhsEotnko72ErlpHnDmT7EB30BH5HVXukcS0WVunT1w466o/n05Pj0V82RH7H9ibBCeScGWq5ti0X1XzcW2g90LZiMyo10twFTBYsrzL6QckQ92QJ+qeS7X2CtMkLn2m0GAebzVlOVgSkcU3dugyDIoka8tJn6GTkYrz2ca7keEsiCSh4fkeVBazPcgZjkx8C7l/ueXS3YJF+GMNiHges3rgjcHu2RchlmpN3HlWjcR1ztPAe71IcRyzjrpEAUdO60kXlGkZj4bqGptRMmUtwr6TeB6wvpXfJsuD6xTXupmE0NlebwxEPFPsd5WyHPbvak7c+Te9Q5D4Xm1yuy0ZRNJpuxrCYQeEHgrnynIHHv3DOxVtuOVT+8Zzy3YHbXYzrDQydw9XmwLYIWUY1d1nE1SoTpNdk4amBmyKmyj3Oz3LqzpXnmI8Z1zHkuxDlSRDJdYx0bTkjtpqO1vxyWYnt2CtM6xDqHT//5d/8VBiV17zS9IEPfOC1/pOTTjrppJNOOumkj3u95pumN73pTfz+3//7+af/9J+e+phOOumkk0466aTfNnrNN03/9b/+Vz7lUz6Fr/3ar+Xq6oo//af/NP/5P//n34ht+7iUf1Ydl6brUmN5hmZwKQ8+ZavJD4HU4KcD5xcHYr8jOwRkhSSy6lbj+AOTEWvvSdogWDZYxqIqvLmPRRFvKsz9lrt9DEDdurS9JOxse+SJ8Vo0HmebnPvnezzdk6Q1uzLA19ILBTDmLn2h8ZNWbC2vQ13W2G8oAUmalIcAP+wkubLI8XSPcg1KCTX+SerKDDZMFpurg9hK743RSSfJjdHCsie6rS/JmmDEdQzdtdhNyjXsHqZiQWY+gTvguIa724TsEOLOS89hIFiB3eMEJgj9jsMuJHzblvGgieNGaNazNRcFLYtQkBZVrXGU4AN2u4jrV1dk+/BIMB9KTd1oTC7WaNs7NIOke4adP/fGWFS5xzhanC0KXH9O4QyCjQDpJWp7R/aLP1AWHoMR++KJnWEB6apknVRUtWZ8FKDsUVI4eiAvJCFo2xPNwT/2z9w/3+N6glfY38TsX16Q1T6rN9+RLGqx4MIBz+/xfFkeJxyoS+/4+p/gCAK/w3+2IHghoy48rh8s0cqABeu4khTi3PeSJDWbiwylpBdG2SPBoqEshR6fz/vR0YbYk9RSngc4SrApWg9ob2AYhNBO4QieYhdwfZPiuIas9uleiRgGWepfRWLDPXywIkmkn2c0tliIlY/n96wisWSL3Kd/GDIYxcXlQXplHEPfO6xWJTppqQ8+de4JSqOVdJx0Dhm6g0cSNPi6p9v6pM9maHcQpMk2Ept77njpeklzhnHLei0Wc3UIWLywp21d7m4Tul4R++3RmisqjzRuuDjP8OZ0GEB6XlJ3Lp4WqryOJBWV1z7toNB6wFYTcdDy6u2Sey/cUvfSc2X7Yqe3lUsc1wy94H4ePlyhtFg3FnBzs2B/F7E+zwWVYyRNd/fBFYDYiLVPPNvej17cEAYdRSnXHO0ORySUbU88zhO21wmmFyuqyv0jNsbMx3lZ+sRRQ1u7nKcF4f/jIeu4Is8DeQ97wb/kjUc/2nSVoEyuVhmB11O+f4kOes4XBV3vHK0nz5GU4b2rPV3lYilJmoZBy+oyZ+gVbe+IDakmXNeg/IGxVZSNdI3ZaqJtXSZjsYwrtDvgbWqisxLLgsgTy7wrtRzDjpE+JyOW6zKtSNMaWwlOZDSCbSnvQrpCbKx1UrFalbzufMsYGpKoYXgkqJLNsiD2O0H/NFo64EabotU4ekArQ176XK0znKtaxiiMIvQ7HuwWYvP3CtuecNTITRYLImnud5smsfRte8LVA0wwjbZ0j2mDf1VR3YXgjChrpGg8tlnI+nV7xtHCnvuLpsmi2gfktXfEwXzoZs3dIQLg2csdyh55eLs4WnOua+huA54532FbgqayrYng+Zxufg372XIuWy2p4KDB1QPKli4rM9r4Xs8r1yvGyaIdHLZViLKf9OVxtE73tzFR0FJVHk7QE8cyClG3gtix7Un67eyRcVDs9yFt5WJahRv0aPc3MD33aZ/2aXzrt34rDx484Nu//dt5+PAhn/M5n8Nb3/pWvuVbvoWbm5vX+pQnnXTSSSeddNJJv+n1MafnHMfhHe94B9/7vd/LN3/zN/NLv/RLfN3XfR3PPfccf/yP//ETe+6kk0466aSTTvotpY/5pumnfuqn+LN/9s9y7949vuVbvoWv+7qv45d/+Zd517vexYMHD/jiL/7iX8/t/LhRW8nSbz8o0kWNtZe0nBsMmNEmWdRsb2OWFznXD5d0RjEaWYYsMh8zSGIqPquwg4FuLiRzHYN/VnO+yanfK8vubesw9TZxXBMGrZRR5h7aNbSNZhxspkFSB9ssElTBvAzZzlX8ZrQYOgcrGvAWDU0mqI1pslDOyHla4HiG+jpiuSmOS78PtwsOD1O6StILfetw92BxtKYcPQhmIm5pnu+w1Ui+F3vPsiasRmr6naQj28kyrekEtRCdlVSNRrmCrwiDDnJHLK5DQBI0ZDux6ry0JXjZkRRJMNB2LmolP2Oc7aN671PUHv0oNHPPG8huYy7WOdofsIMBHfZHuyI9KyQ9dFZRf1CSFHnh07QuatlivydhHG3itGGcLG72MZY9UXX6WFJqz8V9y6jGsUeSqMEPxXI57EIwsvwcBS3Zo4R9GTA0LvrZUkorjY1tydJ6f+fLMrwn752yJx7cLFmEjVDnkw5n3VBuw2Mh3fU2wQt7XGc+FiaLdCVWwdjLMZFnAVhiM7mOodwH2GrEW7ZcP1iy3BQ0g4PjjFiI9eWokbzyqW9DXNfQNnJ8m17sgMW6OFp3D/cLylcS/KBjf4iIYjk2usahKyX1o89rig+lxJuK5brEAsxg49yv6BuHtnXpjdihbiRJQDOXbe5fEXzMOFk8ul7QNw5e0OPeq2CCm9uEflDsdhHjaMkxpUYsV6zCptJ4eiCv5L3N8wDbH47HSXRRii3aubSl5upqz9XFgf0hOiYQ28JD2SN3twnPnO155v6WtnNYphWLVUl5G7EvA9I5tblOJLnVGSU4GHvCsqQcULsDg1EMlUt3LfbVOFnUrSbweoZOMU6S1ioaob0XpY/rDbSZh+2O5FmA6w2kQYO9d49JzOY2QIcdli223DgKjmUcbVCCgDGDIn8Us72L2d/FXL1e8DJXa7ES94eIqtE4ytBmnthfi4YwbBkni3uXe8pWU91EKDWy20cs0mpGykzUvcsrr244VAFh2LJalpjRZj9buncvrnj2/h3TZLErQ+rWxZz1x39vz4WVg7E5VD6Oa7g9xLzu/h1+0JEGDW3nkh2CY5K4fhCThII08rwey5FS3NW6xNc9m0XJalVSdYL3AaTQ0pHjwLUNybJCez117lNnPmMvCdvAnRNbvhSPLheCozq7f2BzmdF0LttCED6dcYjPKgZjc/8TrwncHt/tGWYbKvDkXGWCPAuwrYl9GRD4HbsyxHUHqlpzc5sI3mqQVKqtJpZ+TeD2xEHL9cOlXHMcg60kgdu1DsMvx5IQdAWFopyR0O+499yWe5d7Sf1WGuWMtHOCtK9drvdyDqlgoM58itKnKD0cR6y7/BDw+JDw8HaB9gaaWuN5A13rsnj2wONDgm2LRb4t5Dpf1B5aGTxPRh8iryNJaikUDhr2VTCPYUBR+KyWJZ1RaGXwXTm2mSxubtLj9fbqai9lzUnNNNrkeXBM38axlJYurzKUPbHcFDja4Ecd/pwOLmr91J/xT4VR+ZX6lm/5Fr7jO76D973vfXzhF34h/+Sf/BO+8Au/ENuW+68XXniB7/zO7+T1r3/9a33qk0466aSTTjrppN+0es03TX//7/99/sSf+BN81Vd9Fffu3fufPubi4oJ/9I/+0f/2xp100kknnXTSSSf9ZtFrtufe//738w3f8A3/yxsmAK01X/mVX/m/tWEfrwrijmmmVRtjs37TlmG0WSUVkd/Rdg5B0rK/i4k3Fa5tWK5L4WyFvTCJHEPfK9JFRVOJtaLUSL0NqDuX5FPvML1NGHTouCP74JK60azTimRRS7qjsyV1cnGg2fss04phUOSNR91qXD1IoskCrIkgaplGi/VFjhkUZSlJg1cfrAmDFv+8El6aPdLNBZXrZw7YzigJqqgl3FTUjaYvxE5Yx0Jh99MWzx2Eyt4rhtrFvV/RNlIS58Ud5y9s0WF/LGpsCs16UcBsXZy/sMVRhjCt6YwiSFp2D1PG0SL83beSqPM7SfLNqQ/bGan2Ad6iPZZFFrnwyWx/4OErK4bBJk4azGDj6540aEj89mhDWvdq6krL0r41oZyR5ec8ZkIShf0rEZ434Ouech/ga+H91ZWmajTtoLjbx5L+aDS+Hjjb5Eer7e7RAtxRfpY9Mgw2jhrxPLELLWsiuS+JpbFXmMkmK3wu1jlZ5TONNl0u7EFLG/LCF6Zcb9PWYp3aStJ4TevSdA6rdSkJlNm+bGuXPAtQ/iB23U2A5Y7Y1kT+CytJOU4WthKrKgkbwvOStnKx1YijRi7OJWXmOYbsELCeifKL5/diw3k9/SCcp7FTRMua4gNL+sbBf7agbR3q/7qW99AZ6e4CwqQhClt287K+ZYvV5AY93aC4eH5LdSesLga5lNU3Id2dFK+OraR0vKAnClsmwIzyfk+The2M5HnAxSKnyyWxZDsTZeUd0z7KFovasib6USxIby5vLLchm/OMpnVJFjVlp7neJ8dyxzwPWN3LqPfBsXzwCcuubl0c19AUHoHbc29zwGbC1z2LswLvshK7p1XEQYtWBuWMUnQ6SLlmXUjZoqcHLu/vhYlnS+KxaDyiFw6YOV21eW6PZU88d29LUUiBZts5tJ2Dd17he5I48s5qwqRhfZZze4gwg+LVRyscNTIaa94X4C8b2szjPC2ET1YLr9GMFvhGbO60ph8U2S4kiDoi3fHCc9di544W+0OE5w4EUUfbukT3C+q5/DfQPRaQLCusX4x4cL1kHC0WSY3vSmrU11JqWXaa2O/ojGIVV0Rxe6TXb96wJdEtOhSbL1nU2KWkZCOv4/qRWLxHK7xx2N/JKEOWBdzt46M1mK5KdNxhOxNR2LItZEQg8HoOlU/XO8fy2rz0sebn9dyBcbIkkdk7jJPF47uUstO0vUNbyLUCIEgb4cJ1Dmko7MBVVBF4PWHQcbbJ6RtHbKgJHGV4dEi5zWLyysdbtNzN/FFTS7pyzF3GZ5r52i1FnhZQVB6+I+npOGixH8n72feKrnYJkoazhdjtABeXcxr6/WJ3+36PNT/X5SYTxuKiIvI6wrA9fiZm+/BYdCrpu46qc7lICtKg4fErKykEViPj3Jir7JHOKCxbkq1l7XGzS9gXAY+2KeuznHAuaM2uhfXYz5blOMh29IMiq3zGUUYdAOrGRdkjF0u5pi6jmmRR482fO0+j13zT9B3f8R187/d+70d9/Xu/93v5x//4H7/WpzvppJNOOumkk076uNBrvmn6pm/6Js7Ozj7q6xcXF/zVv/pXf1026qSTTjrppJNOOuk3m17zTdNLL73ECy+88FFff/7553nppZd+XTbq41l1Icus42SRHwLcebq/M4qi8qSIzZqwdy6J35LVPod9SD8KP8fMpX2ua6gbTZLWeHNyIjorqSqP7YtLYenYE93jEPe+MIp2echgbLQ78Oz9LV2p2f7cGcGyoaw9utzDGBsmqHc+be/IsuVk0XUOy7im7R08v2O9KPD1gI4l8fWEvVSXHsobmCbhdSVJTajFVpsmi67SrC5zYYLtE0n8jBaDsWlaF62l1JMJTO0Q+y1941B1Gt/rKStJ79nOyPYQM7SKrtIcKrG+mlrK75KgJb0o6HPNbh9R730CV4oBk6hB2RPny4J793dMo3Xkol2dHxhaxWZZkJ6XwtOrxX5rOkmLZLWkqbDEgvNm1hyI9VH3LtoRdp7/upyuc0j8lnRdoqyRUHeMc0LssJXywu6JZTta3G4TxsGWtNeiwXtZi/XkiP2n7JG68BgGRZd7khL0epygp2y0lOj1Dk2h0V6PG/UctjGXZxmmddDK4PiDJC2vI9K4JruNUWqkyn2ywqduXfykpdoFPH91x+VZBpMw4TCyr7LCR72+xFFityhXEi3buxjtGuK0wZuPhWmCw4281iSVJEzbOeyvE8ZRji/Lmuhbh2hVU5ca55kS2x1pXokliXduMKMl+zbpGOayUe2K5anskdhrCfwOR400vUN0Jlw4f9HgegPLZzIW9zNJ8l0UZIVPk0mhZ3vwCbwO2x6JUimNvXe25/qQ4ERSyvqkrDX0OyKv45AH3GQxbjBgM0kJY+/gez22Z+gHOVddR/5/aBVl7TFOFqtlyf7lBZurA+3gsCvFpmtLLek2eyJMa6rOpeo0N9cL9llIngVox0i6ck4c3h6kuLDNPe7d2zEMCtuZyPah7OcywFViMVxv02Op5yKtWIY1eeXj657rQ8LYy7hAW89Mv7ng1lHCBVxFwk9L44Z7Z3vcYGB/EIulaDVl5WEBTtjTG0U3nyt6ts3UY02R+8dyUy/uGEeLfSUFtn2v6HuHRVqRHwLKQ0AcNdSlJtIdi3DmAQ423aAY3lBzscnF3rFH6s6lHWQcV+mRrne43caMo82uCMl3sk8Ou5Ci9njxpQtcRxLAAKs37mS71IBOOuHQTRauY4jilnRVYVkTy0WFZU+Y0aauNE0nBZ3moPEccxydyLKArnWpG5dmGzAYm8CX1wywLUIeXS+OZahV57JZFphREsTpqiL0O8xo0TYuadiwWZTc7mKWYc3LL52RVz67xwnbLOLyLMO1DZaFlEKGDX3n0D0OMB+McN2BovAJljU2E9Flie2MLMKGIG6PpZCB31H1WhLck8Xmk2/JG484bFGuHD+PrhdzIaRNOyhWyxI+sRB+Xa2x5OOEm/92SVfKZ18z25QA2jEsVmKVtb1D1zsoWyzwfRPQDg5O0tFkkgatZw5gngUcthGmco+MzydjF6tECqRjv6PrFeGmwnMHSTfbI8mipqg8Yr+bE6mSis6zgPNlQV75VJ2kVc1osQzr4/Y+jV7zTdPFxQU/+7M/+1Ff/5mf+Rk2m81rfbqTTjrppJNOOumkjwu95pumL//yL+fP//k/z4/+6I9ijMEYw4/8yI/wNV/zNbzzne/8jdjGk0466aSTTjrppP/L9Zpvmr7xG7+Rz/qsz+IP/IE/QBAEBEHAH/yDf5DP/dzPPc00AXHaECxleTmIW252yYe/+Qsxi3VJ1znEb9jz6HrBWVJi3XrsHifkhY/jGA67kPNYkmOALGuWwufx/A61aRlbRfbLS9yLWpISg9h7adBy+1A4ZFNv47yhYAL6zgE1kgQNgd/hLVq6zENZI3FcMw42w2hLus0o2sFhvw8ZjUWeB7S9I8mVsGOR1NhqEhaUGjGjJM3qvc9iXUhSbRSek3IkGdY2WsrV7IntISbwO5JNSdlqHG2oX5QSSa0H+t5hsyoYjcUL924J05pFKEmcs1VB4PWSrLAmglXD2NtE64qy1WIPWCOOPXKohPfnugNm5qJd7xJhlM3lgLY9YRopd3yidmYnmV4xTRb1waeal+A7ozjsQ/JtyCEP0K6wvfZVQKh7tlkkCRBnhAmiRU2S1GjXkCS1WC9BT7RoGHdSjKg/dc9oLEzmEgctvjtgKUnoeIuGpnMYBsVw66MdWZZvO5f1WcE4WSRRQ7oqefRoydXlnttdLOmeLCS4KMlLH9sfSIKWZ+9t0XqgygLhS3mGEYtmcHDnfU8i2/ckFTiONsWNJHIWYQMWuLbBtkfKg6T12sHBiXqKRqyLRdgQhy3OXsoIh8IVHlZv47kDjjZ4ehAu1j2xisKrgsEoig+lkiAqNMuoZjA2viOFeftKLK6+l4Rn3zvUrXtkEh5Zd44h20VScujJ92xPbL6iCOg6ByaLh7dLhk4dGY9M0FyHZIWPmdNa45xifHJ8jcamajTTQcoQn1iP2T5kvSmOCcjtNobAUNTezHqTbYvShpvHC7Q7UF1HtJ17tEujsMVSk9g+h4Cy8NjtIimvnWxe9+wtd3mEZU/4QYcOejwtScxdKaWRei7KfZIm2lcBTKCVHKsXFxnTBK4/yPsJYpMPijhsqXuXrnNoe4fbLEbZI2laEyeSLE2ihqbU2GqiaDyx8+OKrneEK/bmA1Phsisl9fikuNGMNi/drIVLF7RsH6dcXRxYrAv6QTFmmrpzyWpJP6Zxg3YMz17sOFQ+rmO4+RXsv9jrcPRANyiStKYsxWbzk5Z1UgkP8nHI4lysvfVze7reYbeLsKyJh4eUaZRU25OSRKVG8g8t0I6hbl2iOQUWhMKLzGoftWzRzoAX9NSVJgi7uWC4w01b9HwticOWYU51Josa7Q6kYcMiaLh5cc3+lQXaNTSd2Ep1o6Ugsnc4VLIPyk7GHdZxxeK8wLYnHn7gjKKRa0eZ+dxuY0yr8K8q1p98S7ULcb2BcE4UTr/CeXrCqesfhuTvX7HNQu5uE/YvLbjdxdStZr8PCcNWGJWevBYvkGJZKXYdqXKP5aJkvSjw3IFhYXCuXWKvxXMG/DlJa2aLsj74BF4vVmfrEvg9Whlse2KdlvhpO9tltvAak4blpsT2hTHoOgbXHVgnFZ2Ziz2tibOkxBgp9O3ntHDiS6LUzKWoT67tF5ucXSE2s1ay30cs7oqIIvOf+jP+Nfc0aa35nu/5Hr7xG7+Rn/mZnyEIAt72trfx/PPPv9anOumkk0466aSTTvq40ceMUXnzm9/Ml33Zl/GH//AfPt0w/QrVtSsdP4OQ6aOokQHcRmP/jpzDwxTHkW6b87NM+kdWPcofiKOGKvMJk5ZX7pbH356rwiNdy0Bu/XJCHDUEi4bkDXsCv+M8LhgHi3wf0I82btzJby+RDHi2B5/xxiNaNNztYooiEPr1waHp5e58tSo5ZCFDr7haZnjOwGZVML0SEscN0wR56RP6nQxRugPdyzF167LNIsxocXbvQN1K50jdaG4eLUmiRrqn/I4JGUA0nc3hNqbtHYp5dW315js8R4b27q0PVJ1mrB1e3S0FA4L8tpFVPtu7mDyXgcu2lhWXrpPVorz2aXqXfREQ+h31e1cswgbLmvDilnVaoj3pTUnD5jjAPRjFKqqFal7puasJxtFC+QY9/zZ5yELW64JwWWPbkyBRZh0qIboHbg+DTZA29IP8pufaMjhuKRkELvcBJD2Dkd9ubXvCTnrurlPKVsMkw+PDvNrlez36oib2W6KoIfQ77h6leO5AUXnSlXR54PYQEUUt2T4kClvqg48ZFKZyuNvHPLhZ0nUO67Oc4eUI1xvIGh/XNni6x3UHkqV0fTnKkO1Cql9c4K9rqtyjaDwWy4p+VBy2EbYzst/Kb+6WNbGKavLao+4dArfHe0MGgO0J4R17Ii/9eeVPVrvME+SQhfym+PoDrmMIlzUPH65kIPXxkmmS7y+ChmVcE8c1Q6ckSFBJZ1FdCj7ImvucDtsY5ciA82iklypJarQe8IMO0yomY7F/kBL4PUnUsHzuICELo6gazTKu5tUmGXINw5Y4aHndWx6T3cbHbp71psB3BlZJJavJSQOlwgw2/aAIPOmgSvyWZ58VRMkzL9xKV5PXo9TI4SbG96Xz62xdMLaCDxqMYuHXvPJ4RegLMmQcpYuo7R02SUn9ciIImxnx8+R7oe7obgP2RUjstwyjzc3LK86SkkcvrdnfRdjWJJgce6SoPZK4OQ4yO3PPl+sYHvyPSwZjY8/71LImGQieV5fbziXfhlw8v8VzB9w5MJHdxhhj88zZnjDoCHWPEwnuKNQ9kdexePbANosYesXtNpZVw0NA0Xr0vSIrAhbLirLyCHXPXR6hHcPQORSlT5rWtHsPT/fsy4BlXGOlPYddJJic0qetXXTQy6rHIIPYbefSdK6sBPkN6ev3ZDdyTOcHGV73tfS0+a5cUx/ezrgS1+C5A3WrBZOTVqwiQcdUjcZxRsbRPuJ87vYxN1mMlfRsXreTTr1BVl8WUY1tj/juwCqqOVsV7LcR++uEstWyklo7BJcl9T7gcB1jOyPLZUWQNnStQ9lqNleH43PmWUBdeEwzasgYm7L2sM8b7r31MY4zooMetW5Jkhplj1hKjgWtB5KowUZWPvd3EZtlQf0gZuoVNhM3L66pG82zb7pmfLbh0U6uX03vcH0jgYSq1pxfHtDKsAhrkkBWlW53MeNokdc+beWSHwLp3prRKvuXF/iBHCP541g+V0eLovRJgoZ+tLnNI7rKpT74qBuXutE8uF4ez8lQ92Q7CQCYUa6jgdezLUK6yuXu5SXLsEbpp+9pes0rTcYYvvM7v5N3v/vdXF9fM47jR3z/R37kR17rU5500kknnXTSSSf9ptdrvmn6mq/5Gr7zO7+TP/SH/hBvfetbsSzrN2K7TjrppJNOOumkk35TyZqm6ekLCoCzs7MjpPekDyvLMhaLBW/9/309biR9FdubhHRdUhQ+y4V0KW3vZEk1TWu6XmFZzB1JYnns7yL8uMPTsgxcz6iR/U2M8g2uHmhyDzfsWcYVN48XhMuavndIY+nlKFtNlcsguO0ZrBuP1VvuOORC/65bLYPlahQSdmdDLTiFaV7ydx1DkfvcOz9wl0cMg42t5FBxlKEuPMKkpTz4uIF09Vyuch7dLQjDlnwXkq5LmtalqzSLdcFhF0Hp4G4abDUy9IoobKVDpXVJg5Z9GdDcBbzwxkd86PGG5aISG+8uZHmRMxhBcSg1sgxrduUTdMnEdhujg56+FcxA3WjWSYWjDIdKhmq9QHAKbeXiR92RnJ5EDdu7GNcf0FpswrbQhGkjnTj2ROh3FJWHeSli8Ylbyhm10X4owbpqjiT0IJHh2icDunkesFkWXH9ozfq5vQwV195xIDZ//4px0yNTyAq1kKFTy54Yexsv7NkkpQyhqpG88PG8Xmy2tKLpHcxocx4XPDyktKXG9eVnKyWD+I5jGCdr7v8RpIvnd1S5j+MNBL7YD3kW4GiD4xjaxsUPOqosQEfSn5PVgofQrmB4yhn/0FUucdrgu73gNIz0UDmewZ8HgT1n4C6PWEY11w+XWNrgaOl+MnOPVZw0aHegrD3SUGzhm5sFFxcHikaj7IlFWHOXR2JpWhPaHcgr/3js6rmn5mxViFWY+zAJBmKbhazTiuuXVizuZxw+tCR6Nmea5DxcJRV3OzlHbTWJpWZPx2Fu7Riy6xg7GLh/secujzDG5mKZc5tHpEHDoQxwXYOyRzxn4OZmgfIGmCyYUTyOMsR+J0O1ncvhLiZa1oyjxThJr1h3HWClPa4/CHqi9uQ4fWmJf1ERBS1N5+IoQ9c71PsA59ZBf0J2fM98Lfiaq0VG1grqYzA2sd+KjVLL8HEaNnRGoeyRwdh0vUP7csy4HPDjlr6XPqpVXFF1LoNR9L2ET6parlG2PZEXvgQYnIF2cI5Dt5YFxdytc3eICIPuOHj9ZJjaGJsJaAvNxUXGNgsZWgf/lz3sTzvg64FDHhxxJ8od5VqzDwjTBsuS7rhF2FB3MnbQZB6by4y7xynBopmvW4InGTqHaYRxrwnvCx6m7xXOPDjsqJGy8oijhrZzaWuXOGnoBoUFWJYgPiY4YpyyQ4DrDzR7n/vPbjlUPsqejsf/9TZFe/0cipHh83VccXOISSKx85tOgg1l5uP6cm3z9EBZeCRpjbInAldQQv0o18OqkoH8cQ7zJHHD/uUFy+cO9IOiuBGLyls1BF7HYRuTLKvjkLSyRm4+tCa8Koi8jnZwKCuxabte0TbSCdc2rpyzc9Anr32am5DXv+kRZae53SbEiVwHniCfHEfwUOu04vrRgmgl4Y51XHGXR4IdqqWnbzC2WHNFiOsOtK0rvWLrEsceZewi6NjfRVxdHtiVAbY10VSa803O9XXKYl1SN1r6AW8C0tcdSINGEEdBxzRx7H17YqPWv6R46f/5FzkcDqRp+qt+1r/mmSatNW9605te6z876aSTTjrppJNO+rjWa75p+gt/4S/wrd/6rbzGBaqTTjrppJNOOumkj2u95pumf/tv/y3f9V3fxRvf+Eb+yB/5I7zjHe/4iD+/3bV/lJAVghBQvvTQKGfkkEn3y2JVMt0KKqQuPDx3oK8kgVa3LmHasIor2s7Fc8QmqRpNsq6I45q2clGeIQxa+lERraSnaZVU5JX83DRoOT/LWF7kuN6Afb+i6VwuVzlFEeC5AzrqmIzFelGQrirS+xlmsLHsiSRoGYxNuqh5eLOQdJeS5eTQF7xFsqjpOodpEOvHtice7xI2y4J8G7LYCCbA04MQqbXYDPpckkvTJJTswdjklU95G3GzS5gAd9nycL9gbNXRAntCJjdGlp+VPXJziDGjTdnoY7KmvQ7xfMGxdJXLzT7mwfWSunFxPhigXbGtvFDsz6Zx6XJN2Wgcb8BWI+VWEnHJsqbKfTw9sIyke8txDM7rC0niFNILc/k7rrlYZ7S1e7Qyus6hnzEgcSyJMrUQJE1ZezQHnzCQlJtTWdiOQXkGvWlgsvB8oZqPrWBE9lWAGS2miaN9Ok0WwyidQJHX8eggaToGG39OY7mOESt0UIxzn0nbuow3gmlhAvM4wHd78hcXs30p2JzNsmAV1Sw3BYHXMWJhAVHQSr/VaDGNFoHXM3ZKki2NxyKU5JYOZRv6QXH3MOUuF6r97TZGpy22I6ksywI/7Dhb51jWxN3jlHGyOFQ+N7cp5+cHlC2J00D3ZLV/7BVqe4emcxladbQiLUs6jG5uE5ZRjWWPLDYFZasZGodhtPHPag4PU9LXHYg8wbJEYYuyJ6K4ZWgd2p0vP9MV63LoHPJDgJN0ONrQDA5R0KLUSDM49K3DiHW0hD1noGg8wrTG83rOV/L6Aq+jLj32RXDs41lsiiMyZhotkrAhfTYjnDEqg1G47kDZaPS5pKy63qHcBeSzZeUvGsJP3FPtQhbrgqFT+K5cg4rWIy998r30XOW19GtdzPu87qRH6+46Jc8DxsnCumwA6cR6YqPf5RF5LtcQMyjpP0pl9MC2pmMP0L4IsW2x5rRj6IySDjV7JIkbylLszqrw8PweZ0bApEHDYi39bUPtotyR9hPE7q4afexoOj/LpJPKHdBRT3kb4eueyJdzzLImllFNuKyZJguddNJptqgFFzNZgsxxR5bPHxjm1zL0CjPaR9vKtA6DUWySkqvzA9od6FuH0O9m26xnFdU4ytB2DtZ8nQyWjdjUo4wS5KVPOzgMpXPsGbPtieaVmFcfrLHtibtHC+lom/fLM1c7GbmwJ5Qa8cMOrQyDsSlazTaLjkiUKGpofyllGdXHbjxCQ9cryocx3rIh/iUHzx3I9iEgadeq0QSzlabPa8bRxkxynVimlVh/mY/nd2Ix/nyAowxaD+z++zld46A3Na0RPIoX9OQPE4rGo56xWaHfSa+fUVxciV04GkHegPTidXPq/EmP3/AoIA1apkcBl+eSwB1GmzhsSf0GL+6oOpc0EDs/jGW044lNG/gdZ4tSrvGty/UhOabY+0ERuD13Ly9nbMuI/2zx1J/xr3kQfLlc8qVf+qWv9Z+ddNJJJ5100kknfVzrNd80fcd3fMdvxHacdNJJJ5100kkn/abWx1RuOQwDP/zDP8w//If/kDzPAXjw4AFF8fRLXL9VFW4qxsHmpVfPMAfN7lFCX0uaaxptWdp+RpYN15uC/fvX6LjDHDRmsCnvQm72MX0vpYiOGjG9WB95FoitFcgSdNVoqtw70rM3SUnW+kJiHxWHnRTFDa0UPz7eJTh6wHd7+sbBsiVpN8y2jesaWXp2uyP53FITbesckyJtJ/8uzwJGYxNvKqqdYCviSJZI1VbSQK4jS9Zt73CXRwTzknZdavraOdLOlT2yupexSCv5/0SWhXXSMc308cUb9ihblpTd/z97fx5zyXqWd6O/mp6aq9bwrnfo7t29t7eNTRj8MSQcEuCEmIBBIQwSgoA/ksgKyh9EJEGJFAURRNAhwAeCDMhCCpGQIDMiKEIWBJDMIRwSwI5jCzxs76m732G9a6p5rvPHvXqZ/UH4dn/HnGCyLqmlXsNbq1bV8zxV677u67qsnuSVGICuMek7Hcvq2K598DvqUuIPlC8qFceT4+W+dU1ZKaJ9dASAbbdMTlPqnUMclsyCAhXV1JnCMAZsv6GsrENsy5PS/tDrOEGNaQxcXk4pGkuULcYgBoZBJSo/fcBTLV1nMA4SiTOMGhiS9G2oHveta2y3Zeh0xkFD39Nqw6jhTCvywqbMFU1jkmw9LKtntxYTxO3OY70M6QYdz2lE8TLPqfdJ40WpJDYht+QcOTV9ZRI+u6NrJYF++vxGyvN3c6rUptvaKKNnm3k8ejyj7QyK0qbrdaZBIcqdVlQ+jt2iayPxIqPrDKpCUTQWZWZTZzZVrgjdiuCkIPZKqtrCD2pMo2fodEyrFwXV1qVqLUxjQDMHQq/CdxrcoGa9C4Ta6HW2v7UgeRyx+e+Lg7GlafRYTodhDGj6yO7VmKoQBeHtLgANmtakKhX6VlLTq9TGP81JLkOWtyG6PrK9CWl6g/RRiG4MxGepqBwHOY/KblmcJBjmQJMoVq9MUUZP/dgnK23GQSMvbYkz2atfNW0kX3mUub2PtJCoF90YCbxaVFz755vCoqwVturYbHzqVuat5zQHCrH7WIBtdfh2Q57b6HaPsjsmXkm5FToRY2S3DtA0WG1lHialwzhq3L3YHOgm4BBz4VgtdWNihzXTSY5pDMzjnOfuLekyUaINo8Y8zHH38wlt5PYyZrUN9rEZHUOvs916h+iiAY2bbUhVW2xSoWMMfWASFzLX3FaUfIXQdUnpUNaKfOPiT0rmk4x4r/LyHImwadcO/SgUWlbaNEsX/yRnm3h0vU7ZWOSFzc0qZBw1qsYk9koxlc1toXNf8WlLWcsipxJqddCIIjF43K0D+Y6VTuRW3KY+60wiR05nKYY24OzbDNapR+TKWmCYQoVXN2Ik2hQW2xuhhkx9IDgpRAHciXFq/IYt8TzDd2smp6L+qncOY6cL5bs/7oDQ6YBtdtKqUJqUlUT7ZJkDz5SibGykLWC+SBhHjfBOKiaafyoVms9vCCclkVthK4k22Wz8QwtC2xn7OBOT/IX4YB5cNRbzL7qkKhVta6A9l3MyyzifJlxeT0grm3mYE9/dEboSZVLsXLY7j7YypbVAH3BUS1cbstbU0nIxm2eH9WEWZzj3JCLKuFOwTj2qxmR9HVE1JqvMx3caqtrC2FPAltnTpIoicQ7XzW3u4lzktLUp7QWjtjcplRgt/yx/zdx6vXjqStPLL7/M29/+dl555RXquubP//k/TxiGfN/3fR91XfOud73raTd5xBFHHHHEEUcc8UceT11p+rZv+zY+93M/l81mg+u6h+e/5mu+hl/8xV/8hO7cEUccccQRRxxxxB8VPPVN06/8yq/wHd/xHSilXvP8s88+y6NHjz5hO/bJiualkMmkIJwUeKc53qxkvkiJnAq0kZNpRugKdZNkLtp5SZPsS4Vuw/wiwbJEuXHzeEKWOViqo66EbgjjkjJXaBowQjwtpBzcmlwtY3zViOGf0aNtLaKoRN+XHnVdcs9WmwDXrzHtHtduKTMbR3Vi7KZ61oUnSpvUpW8MhkcettURuhXDqLGIMly/Zug0McqbS6m973VCr6I/afeUiCiaqsqibw2SjS+mcLqo1+J91lv1MGB7G1A1Jl1nsNqJEduThOq2M9iufYpC6J66tJi/YU1z60qm3UMP326wfaFz+lIKqE1h0ZYWvt3gOi3JThQ9aWkz8UWVMt2XpC/urqkai8urKU1uYbkdlt4fSu6btS8KmNbkNE4Jw/Kg5PMnJcmLE/LCPqhudi9OGAaNLHWEsjQGolhM3XRtJJrmjIPOSZyzW4aHTCzPrTHNnjx3MPThoAYKoxLXadEtMQNcLHaUucJUPbNFKnl8uUOXW2SJc6Aznih1Ts931KXF7VoMV58kqsdeRdfrrFcBdWbjxSX2ScnNJqRdOhiOGH2GfoVrdWKc2ohJob7PdwIOBodnJwnpSzFuUGMHNWQmaemIYeKe4lRWJ1lrVk/giiqLfa6XqQ+czFNW1xGGJjlq5oelxK9p0D6oUPOS2WcuhfLOTYZBRwOhIFqD2YMtyumwrJ6+04niAmV1WKojfMOWujGJ5xm6NmLEzUFJaXodVWMye7DFD+rDMbzd+Uz98kA3Db2GpoOzKFhnHtM3bDiLU2y3ZeKXuLYo/JreoLgO0O1ecuiA02mKaYgpY1bYnIQ5jhIa2fZFXQbgBzUaMoeUIQag46gx+7RbMYXURSGo7A5dH8Ts0+6FZplnjK0mdOI0pW5MHNUyj3KaziBwa8rWYu7lNL1BuZUfv5bV4zsNOiOeEhPAy22MPy+oSwtPiWJp4pWiNrV6rKDBsHp2hcPtLsBSHZoOdS1ZbuOoYZo9TWXu2wwkEy2wa5ZJIBlwo45hDszDXJR2uSI+ycgfCu1c1RZFaVM1JvNJhjmVY5mVNtXWYfFgLRSL1ZOsfXR9YBblBGFF6NYUqSjXZvMMU/Vo2si9z7wkmsi69XgVE4SVGFWOoKweLyrxVItzUoryz2mY+iX2Pi9vk3qY+nBQ8xn6wDBqzIICXR+Z3d9yuwtwgxrD7agym23uErkVltmzmKaHHM/YrQ55jPNFim53GE6Hrxqy1BG1Y+oS+hW365CkdKgKhTcpaQrF7SYgikrisETTRny/xrFbksyV718q+kRo8mJvRptuPB6+uKDrDW5WYkiZljZ1KWqythZq8OLTr3GtlsCvaRKb2yTAtERl6NgtaWnzyisLFicJvt1wvQlpWpObq5i2M7h3d8V8knEyS2lak23uUlZKjIVVj2n3aL+9zyGthaJdvjijLi12hcOzixWm2aOsHieuqGsxcx1Gyaxcpx5Fo9jeBszPEibzHEMXVWC5ddD1AcvuaFqZA+nOpWlMilKR7xySzCWr7MN5fD146pumYRjo+98bbvfw4UPCMHzazR1xxBFHHHHEEUd8UuCpb5q+9Eu/lB/+4R8+PNY0jSzL+Af/4B8co1WOOOKII4444og/tnjq7LmHDx/yZV/2ZYzjyEc+8hE+93M/l4985COcnJzwnve8h9PT0z+sff0jjSfZc8/8yHfjPzNgq47tyuf0NJFcq95gGHSy1MF2xSyvrixcT2iOrtepS4uh15nMcqEOtIHbVXjI9ArsmtsswDAGmtaQMr9qWW6lZKoBE18UFGni4gU1dW0SBRWbtU80KchyB6UkN6wfNExD8rG2mYdSongBMVDUtZE8t5nEBetXJ/jnGWWumE8z0tIhdCtsq6PrDapOSp5NIdRW14hCqG/l+5S1hYZkO51OUy4vp9hhjTJ79D0lUVaKOrGxo5quEarQMIZD5lOy8ZidZBSVwlYtVWNRZzazk5Qkc3Cdln7QUFbPbuMxneWsH8V4i1xoAmM4fK+6Ncl3LtE0xzJ7LH1guQ0IgwpfNdxsw0NG0SQoqFqhvc4WCbtCzBWLRmHtzUf71qDfKeb3N6yWIYYamMUZu8Il9CosfaBspeSd3/o4s/Jg2AgcMpf6UT+U0G3VUpQ2bW5xer7jdh1g2v3h2CyijEdXUxhB+TKmZkHBJvMOasdh0LCVqG1Ct2KdSGZb6FcY2kDdmXhKjltaOgyjRlcb3D9bsyldut7ANHqSnccz52vKxiKrbExD6Ign+WNp4nJ2IiZ069Qj9kuWy5hwUpCuPdBB7akN25Jyed/rh+yyJ8pBP6oo99l5Q6+jVEeZK4bcwj0pDuOzrUzGQYNBY3YqBo3bnc/Qa4ydTjgtyHMbU/WEXkVW2tS5Ip4KHTo/3+0VQqL4G0cN1xcqx90blAZ+Tb2njLsrl+i5LV1vMAwaoVtz/WjC9DxF10YCu+bh9ZShMTi/2NIOch7nYU7RKKrGZBw1oRsNoX1NY2D1OObk7pZmPzZCt0KZPdvCPRwHR7V0vbE3jxyoG4tpUJCUDnVt4rkNE6/k8SrGdVqG/XkHobgDp2Gbi6ll4NaH8TUPc159aYHhtTw4X5E3Njc3kRjcxiXJ1uP8dEfRWELzdpKVOQwasVfR741Jlx+d49wV5XTTmIfx5VrtIRuyakzq2uKZkw3LLCDfumjGwPnpjrK12H1sQvAgoe0M7k633OY+XW9gWx2xU7IpPVG57fPxsto+mMc215LRNxYmuD3uXtWq6wPb65DpuVCUltkfxu2T9fXm0ZT5nd1hW7ZqUUbP8uEUnJ5oUpDu8+TsfcblEwWkYQzMg5y8UThmRz/orFNpATiJMsrWomoshkHmSRTsMynNjuvbiMlETEHT98+J3nrLeh1w53RL3sj5mTglr95OuXuy5eWXF8SL7KDKzGt1UPOuriKCeXFYr7JbDzuuGQbtNdmUdW3SVRaUBtaswnUaZl7B5S4Suny/Dq+WIRfnW7JKjjFA6IpZp2X2JCsfJ6rx3RprT1FePppBpzG7u2OXujAKPfxEsWYaAzofVx8npc3UL2k6g13ucme64yYNiNya5TbAc5uDerTd51IOg0ZXWviTEtvqWF9HhPOcdOvix9VhXW8KC0bQrYEwLOl6MRv2vZpkJwr0sdd47t6Sq12EaQyUScsL//v3vq7suadWz927d4//9t/+G//qX/0r3v/+95NlGe985zv5pm/6ptc0hh9xxBFHHHHEEUf8ccJT3zQBmKbJO97xjk/0vhxxxBFHHHHEEUf8kcVT03M/8RM/8Qe+/s3f/M3/P+3QJyue0HOf9q//DuUwoW907KDZU2iNqC1MoYc81bDeBXheTXodMLmT0Pc6uj7gWh3LTYjxURf9T6TMQyn/Nq1BmdvMZhm71GUcdDxPcq/S1AVt5GK+4+HjGbo1MDQGaCOzk4zth2c4zybUlaJvdPS1YvrmFV2vMwy6mMvViuQ2YBwhXmQkGw/L7ehbHT+o0fUBTROFUrp1WSwSyRfauqiwxrJ6sqWPZveYdkeXK+JFSlmJqqqoFI5qxWyutmhvHeJndpS1wjR6qlLheqImaTKFvjNxH6RUlcU8zrldBwydgW71GObA2TTBNjpeXU1x7PZQRu57nSZTWH7LNCzIa7U3VRtJVz6a6onigqK0aXY2k3OhlMI93VbWQkUY+ki6dbGDhrYyGRpRoC1XIbbb4tit5DIVtij49lRVV5mEk/JAE+rayHbnHb6bbXVirlhZeG5zyBtLbgPsuKK+8vDuZLStSXvrYJ8VuLYYD1aFQjdGPE/OR1mLSejiJOXmKub0fIdjtWwLySLbbTwxz3RadF3K4lnm4HoNTWNKjt6exvBUS1bZQofuKSnL6hgGnWrlYs9L+k6n29rcfe6WsrVY34ZYbktbWFhey9DLmNS0kaY1JR/tIxHBn9iw23i4e0VaYDfkjUIZPXktVISnGpbXMabXYlk9Va44WyRcXU4gN7EvchZRxir1KZce8Z3kMLZExScUhAaSIdbrlI8DvLspjpLMNg3Q9YGqUAyNgQobbKs7UObl1kGFDdOwIKsUxY2P5nfMZpnkgsXVQQ3qOEJnNK1Jle3prkV6MAY09IGu10XJUyrGQeN0llK25uF7D4N+UJjp+kDVCIU9DQpuNiGO0+LbjSjcagtHtexuAyxfxl+9N4Ytr33uvfGGm62YKJaJA9pINBVTyH7Q2S4D3LiifBwQPpNQlIowqFCGKN/GQcOxW0Knpu0NtrlL7JX4quGlRwucoOY8TrhJA4ZB5zxO2JQuu3XA/bu3okDza3zVsEzEgFNZHZutj+9LlqWyOmxTvvvEK1n953Omn399MP3U9mpMXRuJPVG1ZrWNrxoeffgUY15jWD1taRJPhap1rJa8VsyCgrK1RJGsj4RexWoZcXq6EzrdrVldR3iTvboxc3GdhqaVHLmu1w80dT/qVI3UE+pKYVg9sScqOk+17AqHrhNaOnIr1plH24p540mcUzQWVW2h6eOBYjaNnt0qwAlrTqKMolGiDh11DG0gKZ3DtSRyK5LSYeqLGs6zGpJKFIChU3Ob+hj6QLHxmJyKMvuVD58xe7ClHzR2Gx/dHBh7jWhSkLw04eT5FevEx96bFhv6SLpzxaxVH7l8NCWYF0JLe/XB8Ni1W3b7bMNm5RJepB83Om7FNLRqLZrOwNlTh0VpY+7NeZXZU5RCJcahqIfLWtHcuPh3sn17h45tdjS9gWt17AoHZXXkhc0sKliuQiy7o2sNhk6yJU/mKU1vHL4LcDAB3VyHTE5TXKvj6mrC/FRo3zRxUW7LSZjz6GrK4iRBmT3LJKAvKj72zf+vPxx67tu+7dte87htW4qiQCmF53n/y940HXHEEUccccQRf7zx1Oq5zWbzmn9ZlvGhD32IL/iCL+Bf/st/+Yexj0ccccQRRxxxxBH/0/F/K3vu/4w3velN/KN/9I9+TxXqf0UUheJ8vuP+3RV9J+aHy5sYwxQV2DBo1J2J71e0nUG0V98oqyNNXTa5SxCUuP/bmmrpUXUmvmoOJUgxixNlVtOJ8Z2lOsKgYpkERNNCsulqnck8J80dxpOaMrcB8OMKdT+jaix2y5CyEhMxx+qYnKacXIiqyIsqPLdG06XsWdaKqrYko84Vk0PTGDi92DILC/KtK4ow1dOVFoYn6rauFbVRe+mR3Aakr0aMI+ixlMbrrU2ROoRheTB+c8Kai0+9EUPNoCKrFNNpjheVUupvDNaZx6PNZK8kNKlyyezy3IbF2Y5pWHDz8oyu19E0UQOqsCaKC8paoRsDp3c31I2Fa3Vsco8kk+wuZe1LyvooihINJouMpHAYW6FR80KUJcpuKRKHO5Mdnttg2FLKt8we1xIKZdjno8WefMdxhL6SIu8wiKIqOslwVMvs2S1VqVCqI7ybogHblyaErtBeT7IDn+SHxdOC64dTVNBw87GZlPrXPmUtppPPna7Ic5uitNH1kTuLLUVqH/LeXNWKkm3QaTqDqrZw7RalOgKnYRoUROcpdS77pPkdWa1oOwMnkH2anybohmSzWWbPRZTQdTqnYYZ6U0KSuGLKmtnsHsZsC5c0c6j2hnOm0bNJPU7Pd/heTXnjE8Yl17cR4azAv5dSZzYPP3qKrTriOwlZ5jILCyy9Jyts2tYkcGtA8tS6zsBclMT7nMFobygbuTXjoOHGFU2mSFdCZfS9jhU0eG4tyip9JL6TYDkd20RokCpT6NrIYpJR1+Yh3+/ND65EvYPMUdPoGUcN327Q9QHbbg+ZZuVeudYPOrZq9/SZRujUQuXs6Yl+I/O12udKyrjRmCwyJkGBq1pcuyF0axihbC2awiJ0a87PtzhBQ+jUh5zAaJ7T9zre3RTL7PcU9MA4Qlub2KrDMnseXc4O30HTIG8U8SyjbUxefOlUlHArl27U2d6EKK/hNvWZRQVZLrl78rdiMGg7LXlmo/Yq23EUKlzTRsI/tSQpHck53HlsE4++18lzm6y2ud5EVLVF1ZmMbo/n1ZxPEsZBoygVkVuhabImdr3BZutjWaLcLSoxgN1mLrbVUdYW5xdbhkHn1M/Q9PFATbedQeTKOMn3Y3scNcrcJo4KXLvh9qNzitIWk8ygoGvFqPXydgKwN6WVvLN+0DHNnm6v2LLMnrJSzBYpvluzyT12iUc7yPqdVTa+0+CoVuiwQkwwt7kIq1549ZQBDcfqaDqDOhNz2cX5lrK22JUOxqwmrxRFaUueXlRythBaynsmZUDDMAZcW1oklNUxm2esNgH9oHF2ZyvqQrPH0AbJgAsKlNFj2x2aPuKdZZSVRVkphlHDtRvS0sGxJH+yaU00DfT952jIuruYZBjmwOomYhjklkMLhQruB42zMKVoFLbZc/lwiuc07B5HjIMuxp1xgWX1uF7DvYs101nOLnfJMpe8sCkqtaf9LKZuwcXdDbvbgOUmZHG6Y/XyFIDZLKPObJZJwGyekdeKhy+fYPwuk9LXg0/ITRNIc/jjx48/UZs74ogjjjjiiCOO+COFp75p+tmf/dnX/PsP/+E/8K53vYt3vOMd/Jk/82f+MPbxkwqO03Gb+pJeXpkSFRLKr9ezk0Ts3wddGqIvfZJLcVHXGZlOclxbKjS7xxHeWcY4aqxSn2HUsN2WNHe4mOxISwffadgVjiRXmx2BW+PbDV1v4C4KNlchvlcz9jqO19BlFuMIjt0yD3K8qfiEGPpIUjhYes8udfFUI82zhY1h9uQbF0e1lGuXeZjLr7nOEG+pzuDqeoIbVeL1YQyQmQytziLK0DTxinnwqZfoTgfWgFIdk0khUSZOj+M3DIPOchuQrz2GQeM29cV7Z+VTV2rfCCuREboxUqQSO1CsXapcMZtnpKnLMGiHBsH5/Q3VxqF8OZQGb30kLyRCRQO2mcd5nFB14gcyDQuGUaNpDWy7xfEb+kHHcSVR21Ytk0WGozqioGS6j0ywg4aHmwmmIfENV+uIopTYhHznYLgdnmox9JF15lHXFmOrk249ZqH4q3S9TlmJn4/tyC+3dOdKxEgoTZKaLundWWXzRL6RFzbzOzsATt+w5jYL0IyBOlMsTlIebiaczRPmUX7wKBlqaWJdnG+l+dJuWa5CXLvdp55r5GuPbe4evFniaU6Z2RLd41a4qqXaOXKuHk0OFZ1+0FjmAeOocZ3I2LZs8bexvZbFg7VER4SSaK4M+RVumgN5ragaC+8so25NvEAiIBzVEs8y3LOcLLcJ7EbiOvZxFk2haAvZVnXrMgw6UVBiWT3rzMPQBopG4dgtTW8QRFJ1srwWw2s5naaML3kEfs1u7VM04snV7ptbLaunqi3Oz3a0752wTj1cp6UpLfpe50MfvouhD2zftzgIEjRtZEC8wapCYejS7Nu1BgMafaeTZS46H2+qtayOqrEoMxt1IlXJftBRRk8/6oROjTJ62sE4jPHVNsC7yKTp3O5peoPrj5wAsC1cqXTuf90H+6rHducxDQt0RlZbieBQVkeoagy7Q5kdADc3EXVn0rQmkzjnwbNL+kHDPZH4GG9aounjQfBg2x1ta9L1BnVrMvFL6spCOR3Zh6Y0jSneP4PO45sJu32sSF4rHpytcBypvA1b8T0yjIGmNul6nclpKnMfEbc0uaJsLdLSxt2fV8uW6ihAmdloGszCAsfqDk3VI/Di7Zyh1/YVCoN+0NjkHnmtcPbjqrz1GAeNJHMw9JExkPXBU7Im6MaAoY9cnEj1qm4kNqbvdcYRyldDwv0YF3+tEXMvDrCtjjgqDtErw6hRNSa7ZYgyJEamamW9MfQBNxQ/pKY3UGbPxfmWm5tI4lTWLkVp47kiatCNAU0XT61V4tPtx2OaOwdBjuc0pLlU+KK4JK8VaWlLtagxD8et643DWqMBJ2GOpoFSHVO/wN1Ha+0KWYOrXMb5WZwyjBqe0xw8CuvERvkNzX5/LLdjnXqMo7ZfO0UgoDvie2dOahy3kWui1e2rvwO+Jee3rU2U3aJp4iEVuRWxJ15Nea3QrIHx0iGrZC7pe6bGclsYIStsAqdBs3uKjUv32H/d1/inbgT/6q/+6tc81jSNxWLBn/tzf44f/MEffNrNHXHEEUccccQRR3xS4KlvmoZh+MPYjyOOOOKII4444og/0viE9TQdIfCUeDNVnQm9LuVzp6HrDIpGmmzLQolnyUXO3eduDwnwyujFmyIoCM8zTGOQRm5A10acvcfGbSbbrBoT2+rIdxJ/8aSp0HMaSZKfVjStgT8Rz5P5nR1F4tJ2BtvC3dNM1SHNvWotzqYpttXRDxrTsMAwBuKTTBrFzxMuVzGO6gj9CmUJ7eQEtaSV9zqW1eNc5BhKqBFLdew2PgMavl+j1TrKEorgdhdwvthR3bpS9ndaVFRjmj0nYY6hjZhOh6k6XLvFtVrS1KVvdLywkliIkwLltRSVIo4K6tYk2UqpPSttokXO5I0b6sSm/0hIFFTi+TRqaPrI5S7C0Ad2G49d4ZInDsXGo+sN2lYaQkHiX7LckfTs2sLQRvHS2XtPKbNnvQooGsXQ6wz7WJxwUnJxsmW191YJnJp+a2NFNV5UUrYmhj5S5jau0wg9sY9p8MKKPLOJpjlFpRg6aRiWCBzxUQGhxOqdzfUjaYwPoopwUqJr48GzaJ16GNbAMgkw/e4Q4eIrKdW7vjQNAwyDjjsp8fZUR9frFKXN2BpEk4JV5jOO4E5KNA1O726ktK6PFKWNawml1Q/6oUE7y1yGUSMpncN31PWRftAJ/YoqV9S1SbV1qEpFW5ksggzfq4Wuvg2EqlKdUJylxTrzOIlzlNcwW6SsEh9soXTS3KFMHKG4RokuMYyBzdonfTWi7wymYYHjiD+V/pxQf9LoL1SiZfYkVyGRV2GrlpvfWdC+RZqA69ZkOs2ZhQXuSUGWOZhvSbDMHmX0JBtPRBr6gOV0pIU0zJ7u0961j/l0hdBVTWPiqlZ81DqdeFowCcQXqCwU/aixXoY4ptA1yuhJEom4WUxTDH1k9ygmDku2qwDnbkaV2Bj6QFo6VLfuoeE8sBvmk4zVR+ZCY+gjrtWyemlK1VnEYUla2XKsPYm4KR8HrG4ibnYhhj4S7tsAbNVxEuY4ZnfwyJlHOfNQPLWyyuZsnsg68aYdrtNwHid0vc7ZSYJp9mwyD9MYSGqHqS++UhfP37LNXRy7xVQ9wyB+V7bZ83A1Yb0K0C0JjY+9Sjy4tBFHtawTD2V3xNOcbtBJSpuqNdnkLpcvzQFoapM4LIWuzYSim/oF/aDhqYbkNkAPWs5Pd3zqxTWmPhCdZHh7aiirbKFyE49lEjDxS3y3pqotaaTWR6yLgqKUuKf1wxjHblGmtDzkezFAXtp0e+rUMnuef/aKpHBYLMRvbRj0feyOFCoip+I29bGMnmfv3hK5FbrTcRJnIsjwc2yr43SWSoN/KV5sE68k9kssXXzZ1qsAgE3uYuk9ltkTutKUbdsi8ilbk7I1D832vluTN4qL2Y5FkIk3WmdyuwppS5OxNbhztsXSB7aFi6EPrK8jYrcizR3sSGJdhl7nzmSHazecTxOJ8VIdsVth6ANRXBA49eGYdL2OY4rPnGkMXKUh263HbJZJm8U+lunydsJqJ20ssVfieA3aHVnDPFfOW9Oa8ILESOn6iK6NXJxtAVD7GKDXg6euNP3tv/23X/d7f+iHfuhpN3/EEUccccQRRxzxRxJPfdP03ve+l/e+9720bcub3/xmAD784Q9jGAaf/dmffXifpmmfuL084ogjjjjiiCOO+J+Mp6bnvvIrv5Iv+qIv4uHDh/zWb/0Wv/Vbv8Wrr77KF3/xF/MX/sJf4Jd/+Zf55V/+ZX7pl37p/3Jb73nPe/jKr/xK7ty5g6Zp/MzP/MxrXh/Hke/8zu/k4uIC13X5ki/5Ej7ykY+85j3r9Zpv+qZvIooiJpMJ73znO8my15ba3v/+9/OFX/iFOI7DM888w/d///f/nn35t//23/KWt7wFx3H4jM/4DH7u537uaQ/NAbbVsX5hJr5H04yqMQn9CnuvSpnEBWnu0O2jH0xDksuvf2chtE4n97LJo4h5lFNnNmVlUVSKdmNTN6ZQQVuxt9cMUQzc7gLqfUxD1xt0nU6ROIyjqK66XmdsNSaelDXT3BEFXGuyvo4oK4u0Eo8UQx9FaeQIPZLXiix3mEU561tRR42jxtWHF+h7VYhjtUz9gtCt6HLxcbLMnjCWBPa6MdFPK3ZbD9+vmYaFUHQP1nSdcSi1zoKCvBFFh+/VRG5F05qklc10kjM7yVBWT9caFJnQka7d4imJM1GeeIC4douyRA1DadBFPeuHMZNJga6NPDPbMAsKXKtFMyQBfjLLceKKRZShVEeT2IyjxizKmUSFvMcvubkROqRpTRghXUtMiKcaiZtpZGrluc2j6ymm0Yu/0WAwuSdqt6pUZJnQpWNhMo4au7UvsS2DdvDWGkeN80lCNCm43fk4lnig+KphEhQEdoM7rYhPMxyzI89t6tYkrxX9oJOWjowTfWTilxLfkztc/86CZRKg6aOMl14n248J0xjYrn3xPOr3VFZcUTXWwdOmvBJfnKR0CB2hbKZhITEaqqXe2rSVyeo2JAjKw9woc4WlS1SKvo9kUG5L4NfMzxNMqycIK1586ZQsc0SZFdU0hUVdCbUdhBVDr3N1OSH2S0x9wHMblN8QhiVNplB+w/KVGeY+nmj7MGaoTBZvWKHslnGU/dH1gWHQ0I2Ri3sbtsuA6tYlyx3UtMIyeprWZJg2B7+YWVCQlaIEs8yeIJAxU9UyV8JJyTrzcMyWRZQJPaiPOGZLuvJxP22DuTWJvYrzWULeKBbTlHEQ9WZWKfLSxlQ9ae5w/94tr66mXF5N2KQeJ9NsP697ms4gvEhlfSkMhlHDn5ZkqUNTmcyf2ZIWDrvbgHXmUTSK4Lkdw6ATBhWbzGNyf0f7uyhfZfYEXo1ujDgXObNFykmUkVfqQPsFdk1aCQ3Yj5r4qtkyNrq9uq9sLUxjoCglOuXlq/nheYCu0w++SHVrkpU2N+sIZXVEToXnNEI9eTnb3MX3as5Pd0RxyS7x8FVN1xqs14Go3EaJg9ndBnv1o8x/3244vb+hrU1RwzYWTWuwON2hayN1a9I0JjfbkPn5DtPq2eQuH1vPuV0H2GbH1S7C1IbDMZpPMmlLGDR0RlnjlcTHxL7Qf67VoebizbZKfaKg4ixOyQqbEVFZKrMnyx3qXuY9iOJMWR3XKzkWaWXzygun4v3XGxStIqtsbK/ldheg6yO3WSBUduHIPPGFYs5qxWob0PSGRCaFNU1q0+1pYdvsCe2K3TpgHuT4dkP6wpSyVjx8ZU7bGmx34v3mmi0vfexMfO12LmeLhJN5ihU0PLqUda5qLLaJhxNXXO9CPLdGmT2eK+vDgHaIG+p6HUvvyRtFsvEO1xrb7igqRWA3PN7GdL2BbXaYxsDJLGO9DlhuZe2qW5PFNMX3ala5T9PJWtrlcs3UtZFh0EiWPtobM+ZhjmEMtINca08udk91fX/qm6Yf/MEf5Hu/93uZTqeH56bTKd/zPd/z1Oq5PM9561vfyj/7Z//s9339+7//+/nH//gf8653vYtf//Vfx/d9vuzLvoyqqg7v+aZv+iY++MEP8gu/8Av8x//4H3nPe97Dt3zLtxxeT5KEL/3SL+XBgwf85m/+Jj/wAz/Ad33Xd/FjP/Zjh/f85//8n/lLf+kv8c53vpP3vve9fPVXfzVf/dVfzQc+8IGn+j5HHHHEEUccccQfXzw1PZckCcvl8vc8v1wuSdP0qbb15V/+5Xz5l3/57/vaOI788A//MN/xHd/BV33VVwESFnx2dsbP/MzP8A3f8A389m//Nu9+97v5r//1v/K5n/u5APyTf/JP+Iqv+Ar+j//j/+DOnTv85E/+JE3T8OM//uMopfi0T/s03ve+9/FDP/RDh5urH/mRH+Htb387f+fv/B0A/uE//If8wi/8Av/0n/5T3vWud/2++1fXNXVdv+a4HHHEEUccccQRf3zx1JWmr/mar+Gv/tW/yk//9E/z8OFDHj58yL//9/+ed77znXzt137tJ2zHXnzxRa6urviSL/mSw3NxHPN5n/d5/Nqv/RoAv/Zrv8ZkMjncMAF8yZd8Cbqu8+u//uuH93zRF30RSqnDe77sy76MD33oQ2w2m8N7fvfnPHnPk8/5/fC93/u9xHF8+PfMM88AUnbuep3Z82sCuya0K8rMJs0d8lpK27bZcT5NmO1VD7vUpUps5m9a8ezZLUWlSDce9mlBO+i4H5V0e0e1zJ/Z0qxcNG0kmue4Vss4aIwjREGJafQos6Ou5X743p31IUakaixU1OyVXCNRUJLuXIrMZnaWiFHYXrmwWYvZV9NLxEDo1MRhSdEooceMntCpOXvTLUXicBFJWvbDh3PawSCc5wcqJ914xGEpBmx2i3L3JphAW1hcLyMcuxW1VWewyT3SzCFwaup9ubYolcSlNJZQi6lLFJWMW4l3qVspyRr6QFuZXD2eUjcmu9SlaU3MeYU6LVk8s2G9DKmWHpe7iF3hUDQSq1LWUs6tUpurdUTXGcSLlDK1DzE2pi7KNcPuMPWBsrLoO4PJIsNzGlbbAFN1GHaP64tqYzFPmQUFttnTtAaBXUvMhl8z9JJw7y1y6tZkdpLh+g2LOMOweobcom5MHl5PpaR97bJ8ZYatWraVS9EolkmwT5DvWG4DTqbZIbalKhXzMEfTRppcyvRdLzEPnNSYRi/jKsxZ7wJsu8VWHenGw/Eb6koxDBppKTRoU1hsc/lcc14J7dsauFZDP8o47F718VTL6Z0tpwuJIskyF88RZZLldBIDEtSUrclm7eO5YoRnmx2O3VLVFid3doyDRD7YVocb1JzOEsZRI89t5lGOE9VCHVeK7UpoiqY1sfxW6LqTkk0qcUTRnYTTuxtWWzleVWsJxdZJenrXiGnk6fmO+TNbPLch9kuazqBMHDGPrERRVLYmzdoRSnUZ4FgdrzyaE/oVhj5SN0K91b3QyoHTiFpNG/dzbUR/piCtbJa7AEsXc88wLA9RF5YpyqZFnLErHQKvRjNGNG0kqxRta1K21t50cCQpHUY1MAsKmt+Osd0W223ZbH1mQUF8kqGsjvMoIXIruk7HMTsuJjvK2mL1ylTS6N2KpjPYpS5DrxF5olRdJsHBxFSMCz/et5pkLkWleLSNhc7cK9LmXk5kVzhOS9VanM5ThkFnt/UkCmSSEbkVkS1jaRYUxFEhc1kbRFHlVryynorqaq/sbVoDS3U8/uVnsKwe3RzwVEMYVFh6jzcp9waMEhOU17L+P3+xpGlM8rXHLChYJz59r9OPOuMg6l9LHzDNnrM45TxKMO2e1TZgBDaly52JUHqrbcD2ccR6F3Di5zStia6NlLVFP4oKM61sArcmsBuaRtbkqrVAg6lfytgbNc5nCbdJgK1kbiijJ8ncfXuHJfP5TkLg14dWiNCt8ZwG36sJ7PpgnBm6NZM4x9y3aWga2I4oY3drn6pUTE5FYZfVorp9tJngxyW3qc82c3EeJBj6wOmdLa7TYJg93QdjHm4nnN9fYxgDZycJSSkmogBeVHG9iRh6jTComAYFdSZmtMqSmJ5+1Lhcx7StiWO2zLxCjEn1AUMNOEr209AHUXR3JqdxKq0DlbQr5LUSs+ZK1nzb6jCNnro1SROXbtCpMpt4kRE4H1cF25Ma12nY5C5FKtfksrbYpS7hXin8evDUN03vete7+PIv/3K+8Ru/kQcPHvDgwQO+8Ru/kbe//e386I/+6NNu7n+Iq6srAM7Ozl7z/NnZ2eG1q6srTk9PX/O6aZrMZrPXvOf328bv/oz/0XuevP774e/9vb/Hbrc7/Hv11Vef9iseccQRRxxxxBGfRHhqes7zPH70R3+UH/iBH+CFF14A4Pnnn8f3X78N+R8H2LaNbdv/s3fjiCOOOOKII474/xP+b5tbXl5ecnl5yZve9CZ832ccX39K8OvB+fk5ANfX1695/vr6+vDa+fk5Nzc3r3m96zrW6/Vr3vP7beN3f8b/6D1PXn9aPKGKut7gchcxneV7M0jJ1UlKh7Y3MPRRUrG3Nm5cUTSKFy9POIkyLK/FUZI1V39qSeiJcklnxD/PsNxO1GvLmNlc8tC6Xowjn+Te9a1BtzfI264CDH1gEhQ4dst259F2BsprGTudvFL07d5oTZc8OJBsM2X2tIPOehkyjrBLXZLSlhJ+4TBfpLy4nNMOOvefuaWqhUJz7Ya8UZyfb0lzyYqb+iXK7Ol7nbKxUEHDyTw9KFKeJL8HvuSbObYkfwd+dVCWWPrAfJJRlIrwmYRhEFru8c2EMrPpK5PF+Za+10WFUSrGQSfcUwsXFxu8swxjn3Retyau0xI4NbbVcX6+5WK+wzRFCcKgHXLRbm5ilrchF3NRXCwmGabq8FWDMnoMU+gq25b8OMdtuHl5xuObCXVn4NsNviWGa65qsZwOZfXUe5XHduthmT3LXYDrtNjzkiZXDIlC08C7nxLf3bG9DiWLyRYlFwiV6ntCV7l2yyb3mMT5Pnl+YHYiJfknakPblWObbHy6XmcxlZ7EqraYnAjdaJg9rt0SexVVY2I5HWXqMA9yXKclTVzmcc51Ivl+RaPw37DDs0RFeHM5oS1NZnHG5jpERTWOamk6U/bB7FFeS5o51I0lho6VomsNfNUwdrrksVWK2KsOppwAtztfshDNXkw2T3fo+oCyOsYRFr7Q38PLHvWeGmkHg5NpJmrMy5DArWlbE9Pu8f1aMru2AcroZVumZL3NFim6PuL6QrOVleLZN1xTVArDFbPQcG8i69sNgSc0d9laZJlLvVeHvrKcHdStZ1Ppg5wEJY7ZipLKELWcrTox6VMtm1wUlnmleHC+IvQrxlHjJM6w9IG2N8gyUcnOzxMuP7LA+/Q15VYywaKo5GYd4lodaeJylURktShTr25iXrmZU195qHlJljv7BPsW36vx3Iab6xhlCF3VjzIXDG2gbC36QafpDOZRfvi7TS5ry650SCqHx5uYpjHZ5i7r1BNqKSpZfeBEsuh6g3Xh7VWbPeubcG/4a7J6acrjG8k2fOV6djDRdO2WKlMs/p+PUVbHLMoZR42JU9KPOnWl2JUOZWsRexVNY5IUDg83E1ynJZznhKpmHue4ToNrtczijIlXcrMKcVTHrnR4vI0xjZ4wLFlEGZ5qyRsbZYi55uLehjgqeGF5Qp7ZMkf25q2+agidGtvs2Bai/NtsfPpRY+KXrFNPsvd2jhgBmz1Tv6DpTJbLmK4xWK5CbEvW+ietE2npkNU228w9UJhdb2CZvdCue1PMfq/sFBWszu42YDLPUXZL0xq4XsPmhSnBSUHkVfi2rAuWJfOpKoTOt00xhu3fWFDXQnW6Vsv1bUQ/6Gxzl64xGAZdsk5H7aCK9aKSthd1ZFbakitn9phmz0vXJzxcTUi2HlcvzJlPpO0j9j6eufhENa2BZPvtv5Ouj0RTUUFntU1SOiizZ9wblBqqP6iAm/26q2kjwyCK8rNFgrs3gQ58aVN4vXjqm6bVasXb3vY2PuVTPoWv+Iqv4PLyEoB3vvOdfPu3f/vTbu5/iOeee47z83N+8Rd/8fBckiT8+q//Op//+Z8PwOd//uez3W75zd/8zcN7fumXfolhGPi8z/u8w3ve85730Lbt4T2/8Au/wJvf/OaDAvDzP//zX/M5T97z5HOOOOKII4444ogjnvqm6W/9rb+FZVm88soreJ53eP7rv/7refe73/1U28qyjPe97328733vA6T5+33vex+vvPIKmqbxN//m3+R7vud7+Nmf/Vn++3//73zzN38zd+7cOYQGf+qnfipvf/vb+Wt/7a/xX/7Lf+FXf/VX+dZv/Va+4Ru+gTt37gDwjd/4jSileOc738kHP/hB/vW//tf8yI/8yGuczb/t276Nd7/73fzgD/4gv/M7v8N3fdd38Ru/8Rt867d+69MeniOOOOKII4444o8pnvqm6ed//uf5vu/7Pu7du/ea59/0pjfx8ssvP9W2fuM3foPP+qzP4rM+67MAiWj5rM/6LL7zO78TgL/7d/8uf+Nv/A2+5Vu+hT/5J/8kWZbx7ne/G8dxDtv4yZ/8Sd7ylrfwtre9ja/4iq/gC77gC17jwRTHMT//8z/Piy++yOd8zufw7d/+7Xznd37na7yc/vSf/tP81E/9FD/2Yz/GW9/6Vv7dv/t3/MzP/Ayf/umf/rSHh6Y1xBjwIzPyWjELCoZ9afJJ9ljo1NysI65vIzFDm5fMgoIiszEsKbWOI3hKlExRVErp2Zfy/2mYYuhiHGk5HVlps91JXpqvhFbzogovqFGm/P352ZZi7dL0xqE0GzpClXhxyUmY4wc1ZWtxuw5x7RbTGAh8yRyy9AFdSXbRYpJJWb43qHLFZrtX2rUmm9wTJc+tGK3lhU3ZmlhWT/pqxDrzcJVkWrmqZRYUbPel6XGU3LPt40hyhrYRw6DRDzqeaplHOaHzcUM9z2321FpDsvUYOx3Hb3AmFQOaGIPWJmFQMZ9krD86EyXhnuLpB42iVNyfbuT/jcIwBpLSpmwtqkJxb7rl4s4GwxjIty6npztO5inXm4ht5rJKfVy7ZZ1J3p3n1vheTT/olJUY+PnnGVFcchpk3H50zqb06AeN68cTYk8UNIbZ07ZiCOirBl2X3Lih1zHdlvjejnyfpaaMnvg0Y+YWrBOPppcx56lW1DiDRrHPtyprMRdsO4OstJlPMtLCIclcyhsfZfQoT8bMzTqkKiQvq2mFTrKsHkMbMI2eYK8wefbukst1fDCZvHlxRj/oRK4YkUZuxTIL2BUOlDqLRcIm9YhOcvpO32dqaaLo6w0c1WJavSjaGot2azP2mpisOh2LIOMkzqg6k6432O48zuYJs0hMUIvSpiqF3ozcWow6K5NH2xhl9sw+7VbUarqY3OmaZN7555koEjudJrfoB40sdTif72h6g7qxGPaKTABtf07azsCyJAfNcxqU3VE01sHkMK1sul4nLW3OAqFEt1cRAEOrY+gD48je2LZH10byRii/Xe7S3LjstvssxFKUdydhzhOtWloIfbdKfFaJL9TfXt25vo6YPLslTV3Cec5YmkROxdhrh/zB6oUIZfRsryLcQJRW1qLiznTHYpJRtyaGPhzyzCYnGeMo8xCgKBW+kuzLujbRNEgrMTIdR43IFarHNntuX5jTbBwcu5WxXpu0g8Hcz1l8xpJ063H9eIJpDGgaFI3CjSvqyuJqHXHx/C0PzlfcbgKGraLuROEIMDvJSCq5FtyuQh59dMGj9YS2M4ijgrJWrC4j+j2tbxgDbSs0lqtaPnq9IC2lL3X5X89Z3kbkjcIPakx9wN7TQGKc22LuqTAxKh1YTFNW20AUkUGB4zU4qqNpTfpeZ5O75LU60I6mMbCYpyhDVGSToKRsLZygYR6KqWRW29ysQ+7fvcX1a2xXzDNlfRRTSN+txbRRH9E0aDuDsjWxzY5V6pMVNo4pJsHK6PGjisCtCWeFZFo6jczBXucNn/6ItjPQtZGkcHCt9rC/YVRyNk9Y3oaiJA7LgxL76ibGcjoxY00VQ2UwDQq2t8FhDG1zV87NRoxGAerKwjJ75mHOJM7pKgtD9fh3M3aFQ1bZ7AoxtK1ak8CR+TwMmmRgVgrHlFYU2+xoapOiUsy8gixxmMxEhQxi6LxK5drkWTKHkpuAaFpQdaZcp68iytriNnn9PdlP3Qie5/lrKkxPsF6vn7ox+s/+2T/7B/ZCaZrGd3/3d/Pd3/3d/8P3zGYzfuqnfuoP/JzP/MzP5Fd+5Vf+wPd83dd9HV/3dV/3B+/wEUccccQRRxzxvyyeutL0hV/4hfzET/zE4bGmaQzDwPd///fzxV/8xZ/QnTviiCOOOOKII474owJtfErZ2wc+8AHe9ra38dmf/dn80i/9En/xL/5FPvjBD7Jer/nVX/1Vnn/++T+sff0jjSRJiOOYt/67b0d3nUNml6EPOFaHY7Usk4Ays7k425LXCsuUjv1x1Bj2ioOytvCcBksfKFsTT7XUnXlQjaSZ5L/tCpdx0Ohqg+ksx1NCVWka9KPG6irGjiumfsn1bYRujJzOEnaFGPK5dkvxX+YMn5EReyWRU3GVRNiW5OPllcJ3Gnapi223FIlLPBPVEUCZ2ujmwJBZOCcl8zCn7Y1DadVzGrLSlhy5fQZa5IrqZ7kN8Pfqoq7XaVuT4VWP+C1r1rdSPnWsjk3q0a4d7EWBbXU4VkfdGaKq6A1R+rQ6ttcyAn2n8xl3L3mUxqwTD8vqCZyatHT2CisxPtQ0Uc0Ne0WKazUktZT55ft2VJWF44iSb7vymS9SMVXcq9zaVkzjfK9mGCQ3y3xS/rd6msakqw0cv6Hvddw9teVaHe2gU9YWw57ucOyWsrb250Vo034QM7c8t7l/uublyzmO37CIMlaZT5HZOJ48vlzHtJkiOsnoeqG/lCW01uNtjGX25IWNYQ4wCs0UuKLkGTIL7zSnKhSn81SMIlOHu2di/Fo0Sugos2f98gT3PKfcusSLFNMYWK8CLLejWTngiEJvfRsexoplioqlKhWO29C2Jiex0LuW0R8yyNbLkNMzUSRuM8lU9JyGYRQK1bFbkpWPPy3FPDYo2BUOhj6S5zZhWFI3Fn0vJpVeUJPvHGYn2WFu5ZU6mOcNg05y66PChr7VCcLqQL0tgozb3GcYdNKNh+F0KLXPjfRL6s7E0IYDTVTWam8SKsaLZaWwVUfdmCzijG3hyrnYxDSpjR1XOKqlrBVtaTKd5RjaQD/KeNh8bMrJ8yu2mYdp9kz8kqKxiN2KXemgaZDsXIKwwrE68lrh2w2GPrDOPJrCQjNEuWnoI1Vt0dUGYVziWB3d3kR26hdcbSJiv2S5jFgsksP5BpgFknV4Nk0lkzJ1GFqDu3fWGPrAw/df8Nz/9pCHm8nB9FKoR42r65j7d1e0vSFmhPt1xbMaVrkv2XJ2RdPLfLzZhSyijOtNSODXlLUl5o+DvqeMDDEodSrKxqIdDLLc5myaooyO6yTkNJTx3hQW9++ssI2OsrNYJgGOajF0MRJ+5mTDTRowC8Rc1DZ7qj29ZegjRSNj0rE6dE0eW2aPoY2Ue3NdEGVxGFR7KhvGEQx9xFUt5X4buj7QtCbK6uh6A9PoGfYKsCfrmKaNbBOPWZQfjG9fuZkxDhphVJJsfJ67d8N1EjIMOo7dsvAzXni8wNnnIC6TgKHX8Vz5+2QlY9u1G5rWpOsMTicpq9RnGDQenKx5dT0l8iqSwkFZnSgHdyG2atmtfQw14PsVee7g+xUzr6BoFeMI68QX1ezjCfFCsl5tU1TEmjbimS0fvj7lJM6oO5N+0MgLG9dpGUaNfOMSzXPSxOXu2YaiUQyjxnb1cZpM+S2u3Uj+3M2E6TSn68U01DE7hlFjeRvi+PKZZ1HKpvREVe1XtJ0hCnGrE3PRzmCd+NKu4eXcpCG+Levyaqnx0f/9e9ntdkRR9Ade65+60vTpn/7pfPjDH+YLvuAL+Kqv+iryPOdrv/Zree973/u/7A3TEUccccQRRxzxxx9PddPUti1ve9vbuLm54e///b/Pv/k3/4af+7mf43u+53u4uLj4w9rHTyo4Zkvdmiijp6osqtrCMnpudiGe08A+7bppTXTkF4sy5BfuduuJT4Y+sNyEpInLzSYkK6TxuW5MxkEjKR0mfkmbW7zh7lIs95+kjpc2lj4QznOaUppTg7BiuLWxDPFwOo8TDG1g/meuWEQZSenwwofvUKTSUL5LXWKvYpd4GOZA4DSEkwLTGHDtlq4zuH93hes3jMaIrVqUIVWgcZAqlqGNtLXJKvElaqPX2RUOV9exRBWYPUWpyG99oqCEO3sfILcTj5fCQakOZ1GgIc2nniXNpa6S9HDDHBgqE1u1GPqAUh2rymObuZxNU/E7emXGMGiHhmvL7An3Dcu+LZWMy21MWjikhUMUSGSMYUrTZ9/r3LuzZrvzGfaW/QAPFmvuzsQLCsDe/yq1LKkenk5S8QKxW0yzl+qD+XEvkKqQ6sk8lF+Xhj4QeyXu3pMlq2zmfs6wUbx8NcdyO2zVUTaWVG28hsCpeeXDZ5zEGXYsMRTjqNE2EvXx8nKG50hT+WKS0VYmk6DcN8HrhFHJm9/8iCJ1OJ2nqH2DpetLs/3tr8qcVvvvfPrc+hAtE+x/wbqBeFuN5sjF+QbXalksdkzdEl2X5ut+0HG9Rn5dq45d4eAr+YyssImdEutScXMd048aaOLXNexjWRaxVK2iuVRUbavj8vGUcZRmclP1xG4lcR/6SBBWUt0La4kp2niY+sBJmAPSOFuUCjuu8dway+nwVMvq1cnh2FSNzF0nrBk6qdw1jUnTy6/XfpRqzRPPKMsUD7Zx1HCdhsitOJ2k5I3E0CyzANPs8WeFzKHeYOKXByHHzaMpu9TF1AfGSKpHSnWM748oWxFUWHqPp1osvWc6zXGsjpvLCY5q91EyNidhThBVaBp0nYG7F1C4QU3dmixXIa4lx7ZsLBy7RdPg/t0Vy9tIomysjnmY45gti0nGOvMwjYEwKonnGTfbkKy2GRdSEW0e++jaSN0ZlK1FWtk8e/eWvFFSTWpNPKvh5ibCtVryXKJrmt4kqxWmNnBnsmMYNaahNC+7ditCAsT3rurMfXOwhaskZudN50sulzFlq+h6g2Um1aOLsy2vXs6oe5ObbYiGVHgDu8ayetaFJ555jWK3DrhdB0SuVMrSyqZuTXy7IbQrtrlUPSdOKZEwe6GDro/iJWeJ11m+9jD0EcOQJv+iVMz9XJq/I4lCscxeKs2dgaENbHMX25Tzr5RUuW7SkKJVnM5Szk4SJl7J7CQlb2yemW6ZBgULP0PXRk7nKVO/ZJkEPDuX9eg8TMkLm+cfXNPVBsnu4/3HyyTAd6UyntYOtmpZJx6ncSrRQL9rPMxOMu6frjCNgdOZ7Ec36iizY/vfFvSNQdWaTM9S6tZkEWS4qmVdyOc1g4FjtxSNhbkX3jxYrJn6BYsg4zOef0jkVrzhzpKHj+eY+sBZkHJxvuVN96/x44o3n94cmIE7p1tss5M1RRupOpOpW+D4sq6YxsAq92X9iTPKWrzd3nhyi2325I1ieR3v2QaDujdxrJZ20ElK+yCyej14qpsmy7J4//vf/zR/csQRRxxxxBFHHPHHAk9Nz73jHe/gn//zf/6HsS9HHHHEEUccccQRf2Tx1JYDXdfx4z/+4/yn//Sf+JzP+Zzfkzn3Qz/0Q5+wnftkRD/o+G4jSdFOyyLI2FbiV7HZ+sSznCx3MFTHNvOIAml2HAaN6TSnqBSdqfPMYk3dmwcPlydeSGfz5PDcOGh87PGCk5mUSJvexNunqU/9AseS5sdh1Agf7Gg6ofdu0pAis5lOc7LCZhYWDPtGzttNgOO0pKVNv1XE97ekpU3g1OwKST0/nyX0+30OTgruRAl5KzEjp5OUhw/neJOSSSwp449/5xRtXhNNM4LTBsvo2eRCod2aw6Hx1LWlSfc0zFjlPpo2kj8KOH9+RT9ovLqccT7fiUeQ6oQWimsMfSQtFfNJRlbbLOKMq3XEMycb7Psdq20g9OU+hgBgk7sY+ohjtdhqH+dhdpjawKvvvYP9xoSiVMRhSVbbeF5NXtjcnW1Z5T6bUsrQw6jR1BZtpgjn0qg4jhrbwiV0alZXEXfurUlKh6o1cfYNsOFZzeNNLEIBsxPqU7W8/PKCYF4cyuHOeXGgAMcRTv2MolGHxtbFs2scUyiCqVtg6g6bzmCV+vStIYnrg46l99w92xxolCeeWMs8YHGSsM68A/VomT1p6hJ89gZTH6haUzx6LGmIHkeNQNU0ncHNoynBIseZVDS9QZo7aPqIvachHCVxMuaegq4KxXSa83gbo2sjsV/y8vUcY4T5aYKhjZxPEtrekKbhwqfqZFz3g8byNmIyy4nmudCOfsajbSyRPHv6U9NGTuOUVx7PCZwa05aG23XioWkwDQtOwpxXXj3hNE4pK0U76Nx7w5KbXcj6OsL0G5TqKHYu0SwndoXy8lXD7aMJ04uEqV+yyUWQceLnPG5jko1HOCl5fDPh7tnm4IuzXgcEYUV6HTC5k4i3jmZhWT2m0TO5V7IrHPpRY2y1Q1N5/am5NEWHxcEnSdNA6eIVFC/SPU3YU9aKx+mEs5OE9Cpg9kx2mLvDoBN7FaNbcbWKCcOSpjfwVMvNby84/dQlYVySbl2eu7fkNgvINXUQUHiqYZN7+HZDvff9sr2WolVo81o82xrxBOt7ncfbGNdueHk1YxoUpI1NNC24zkKGvR/Z1TrifJawrVwMfSAtHBhhFhbUjcnEL7leRfSFyfQ8xVMNq9THsxo8p+E6C7HdFl/VEEiM0O3OJw5LhtrgahsxCwuuridsgdM4ZR7mrFKfaVBQdybzRYKvGl559YRnn1nS9NIgv848LndT7t5Zs0wCdE3WUZmrPZFT8fBmyhhoVLXFs/dveOlD5yyeW6PMnkkka59l9GSN0Kae1ZDW0loR2hW+aiTWJ8ylSTn1JNpj77dUlxbTqcTTLFcheaDINy5OVNN1Og8WazalUKdXacjulZjZs1scp+U291FOt/dcM2lSRTAv0BkZ99EnTWXy4HxFP+rYRkfRiLfbE7FR1Vm4VkvZWofvvyscumcq7p5uGUZpFbk/2/BoG0tElN2wKT3OgnRPf0ksUd/oGKcj3aCT5g66MRzEA5o+cHMVs4scutZgY3nYqmVZBLStwcLN+Z2b04OgJdg3ed8W4pG3S12U6igzG206Yps9kVuTavDyVmh8y+xRQcM4aoyjxq5wqVu5vkZeRZlar/sa/9Q3TR/4wAf47M/+bAA+/OEPv+Y1TdN+vz854ogjjjjiiCOO+KTH675p+tjHPsZzzz3HL//yL/9h7s8RRxxxxBFHHHHEH0m87p6mN73pTSyXy8Pjr//6r+f6+voPZac+mfGkxNkUiolXkjeK7crHMAZMqz8kQU/8UlQ2tpQaz6JU/GwKhW12vHo7pWgsNrlL3ZjcWWzR9JGsstkWLlVtEZ3kWE7HqZ/RtQZZLRbzgVOzLSQypWgs8hv/EGdiK/HvAegHjWfmG5LS5vrxBF0bubPYEjo1gVNz9/kl/aBR5UqomxF0XdKrq86kqcUX53ESUbUWdWLz8NEcwxH1y+oyYpO7OPcylNORlA51Zxw8pza5izJ7bLPDcRuhNm3xTFJWJzEOz20knRqN+USUfpOgwFEtvt0QBSXrmxBG2OUunmq4TX0cR5QcVWth2UIp2VZH0xvcvDyjrhTK6tgVLlnmUrUmZWth6APnb71m6pcYpiip+l58VUK/YpX7VLUoQjRtpKqEOolOMpTVUe8ctIOP04hmDlz/zoLQEfXS9aMJm9Kj6iyaTMaKpo3srkNe+dgp0UmOoyTxPikdqhuPSVAwDhp1Y5G2NpErYyYpbTQNyla2sym9gwIm3ivJikch96Zb6s7keiPnSdMgeXECgKENJHsfK1e1jKP4i03iAk0T+tKxOuZBfohY0LSRsrMI7Bp7Uol3ijbS9Tqe29A1Qudp++dMYyDLhKI+nadY+kBTWpzHCQMamj5y8aceozOyzVx2pcMq9Xm0mRwUabbZ4Vod85OUqv54Kb3uTcrcFuVO5hF64rfUDzqTWY6hj0RBSdMaTMOCJlWsdj55o5idpmS1jetI2f7xB87F40j1WFZPkTr4k/KQLu+YHcskIDrNcMyOy9uY6X4eL7OA0K0xnY66NblzuhW/MtUQqhrXr3FVi38qFLyjWpq9j4ymgTJljDpmx737K7YfntH1BlFQMfQ6/ajz8tWcfpAYlrIV/yHb7Mlz8avqW4Ox1yRmKGppeoMytcX7B6haE0MfmcUZdWOSZS5pZeM+l5CUNpbZc362Y5X7RK6o3p74qGW1TdOYLG9DDGNA1wcir8KzGlyvOSikIrc6xAEFdsOIeDdlpSjm8kqxWOwoSsX5LAFA10bSwqFvDdDg6lJ8nxyzxfdrNGvE0AeKRubs1S7C0AbWyxBldWwriSsx9QHbForZnVYHSslQPYYxUDYWntVQFxaPX52R5g6rZcSj5ZTJIqPu9z53g6zDminKyDuTHV2vE9g1u8IhrWzZrjmg6yPn04S8Udz7lBvqzpT5pIuP1xOfp6xWPN7FOGbLRZDQDTqXv3qXyK5ISofIqWgKUdgWjcJzGmxX/Nt0TRSh96cb5mcJyup4sFhzm/uY+4if0Kl59s1XBHbNxJPYrWlQsNuIJ5YViF/ceheg7xWfppIIH5A2g2eiLc0Tn7neYJX4JKVDVtr7CCMZCw/OV+SNIikdDF387pTVk9eKq5sYXzXkrWK5jJi6Bb5fYdg9c0/Uq11j0BQW4ygehY7f4E9LXLvl/mKNrUTBl5Q2DxZrlqVP7FXYZsfdky2nQUbTSGSPMnoMc+A8TpjMcgK7IS0liqXrddKdK+e+lnXx7mxL7MmadRqnVDceWaXIc/W6r/Gv+6bp/+yB+XM/93Pkef66P+iII4444ogjjjjikxlPrZ474ogjjjjiiCOO+F8Rr/umSdO039PofWz8/r3QNFEIeFHJbepjWx120EgZfm9+ltwG2EZHlkqkiWN1rAuPLHN59uIWQx8Jg2pvzb9Pg+9MzmdSmjWNnq7TcVXLaZyyrV3unmwP5olPEsrrveX//N6WxSQjTV0it+KlV06J4oKyUjzcTMSQb1KxTj02uccmd1nvAonyyB0WJylNZ9JWJrFfcrMNOfEkpbrKFYHdkBQOlt9y/96tqNhKG3tSi6JhH6tiGgOu1XF5NcG1W5rGJH01Esptbz7ZDlLaTzIX2+xZfWwmlORub6DXmFSthc4o9JHZcXFnw53TLZ7b4FtPFBJQ1RZlZRF7Ffo+YiJ0akZrEKovc3HthnGQ41zsj0c/6CSlwywoDoZ2gV1LxItbEQXlgU4ZB42bV6dUtcUudbl/f0nkVriO0I2TeY5xUVK2JmdxyuQsJbBrtrnL/WduccyOpjNxZiXn99eiGCzFYO8sTMEXWlM3hoPJZNmKUZ6yejEBNTuGQaNqxLBt2NOnUVRy/sZbXl7OJMrHbqn2MTjWneIQJ9PW8lzVmgyDJKmvl6EkqPcGN5cTdEayWnES5pyHKZvc4zYL0PSRRZQdoiUsvadPLG53EuuQ7DzyzCYISupKUTQWw6ixmKfcZgGGJsabyySgaBRvOl2S7IRmGwHXbg4UYrk3hFVWRz/o1I3JrnR4490brrYSfZDuY4IMfaCqLXxVY2gjp2FGOxic3RF1UVlbVI0phrGjHLuTt9zihRXPnK9RVocb1CyCjLY3qFqLppdIhvTViKozedOdGzGdbU0x8Rw1+sbAtjr5/NZi+eqUtJEg83GERZARehUTr+QkzFlEYsSXlA621fHow6fy/wcpVWWJMs7syUpRu5aNxTrzKCpFndpsM5ehk/2/f7ri/t0ViyDjmcWavLBxAlEzTX2hbNLKxtDlGMZRgfb/jgmdmqYxMfWBdhA6dbkLqDKh1LraYLsKaEuLMC7pe53AbsgqxbrwaDuD5UfmeKpB10Ycp6W99DD0ge5jAeOocWeywzJ7bKuj7kxcR2KlAiW09cQv0fSBvtN583OXXN9GZLV9iLkwtJH1MmTqlkz8kvUuYHG6Yxh0Vg8n1I1Jt1f0GtrIPMyFnioc4qigzBWaBg83E+6ebzi7u+V0knL/7i0XJ1uSxKXrdc6ClKyyieKSO6dbktJhU7p4quXydnJQ4DadSRRI/NQyCZh5EmXi7dsGyr3itOkNToOMe9FOVHmFx8MkBiD+U6LWM4wBZfTEs4zlKiT54IyqsZiHOb7dENg1Xa/zaBfjmDL2t5VLsvNo9tEs/aCLUi3zuVzGePu4oMVJwu42QDdGuk7HcaWlwTJ7+s7gKhGqM6ttNrVL4DS0rSFqS18ii2KvJFRiYns2TdiULq7VEjpiHps3Nr5qGAadz3z2EWVrYWoDn/X8q7SDQd2avOHsVpR++oByW6JJQWDXlK3FLCgw9AHXkn2+H29xzI67e8PTrjfwVc0288gbRbdvcUkyWRNMo6fq9ma0prQ2hK7s74OLFY7ZEbq10M2jTtVJ5FVW20R3E3y7YRK+fnPL190IPo4jf+Wv/BVsWxaAqqr463/9r/8ey4Gf/umfft0ffsQRRxxxxBFHHPHJgtd90/SX//Jffs3jd7zjHZ/wnTniiCOOOOKII474o4rXfdP0L/7Fv/jD3I8/NjD0kay0aQqLaFIQqwo9lsykpHBwrZZmWtCNOqbd0w4GZWMReyVNa7LKferWZLpPNhcVGSSFg+8K1bArbGy7Q5kdj66nDJXBG567luwzveflqzlvvHvDTRbQ9QaGPlK2QtdsCxcV1kLLVCazecbMLXh5NcN1JE/sCUyjx3MbtrlL7JXo5kheKyZBwa5ypYR6vmFbuMzDHEvvebyJmYXFIcupsQ2U0aNpkHUGm9zFi0S9sJhkGHujzLSSUvxqJ+nZF7Mdj24nxA+EdixKxTrzuDvbcrmN6QeNyK2pegPXaslqoRJeXs1YRNlhm7omiqzzacLNLmRXuFi3FvrdEcduSXYe8aQ4mBCubkOWe/XPMGpYRk+gal7dTLAe25w+n/HybkrZWpwFKWnu4J9lkr80EVViXosp4GobYKkO0+ypG4sdsFsHMIN5mLNMRHGVlrKfT9Lqk1dixgtRYl6cbTH0gZttSF7Yh7K7szfAOwmFsrHMnt1NwMmz+b7sLanhy23AxXwnf2O1PFpOiaOCvtPRHVFCns0TPKuh6mQ7q+sI02uJnIqqtbi4u6YbdTzV8ujxjGfvLVGWZGbp2sjjmwmn85Sr65jJPCe+k5C8NEE/qTk7SdjmLrvLiHvPLalbE2OvLHJVyzZ3aUsT5bV4qiFtbYKwoqgUap8En5YOp7Eo3fpRlIw2Hf2okxU2ha3QtJFZUPD4eoId5jxaThk6jSsj2qeye0zDgtU2II4K8r0qD8AzG7JU6FjLNGg6kzR1cdyGdeGJAeQ65MHZSijZ+5qcr1bRdCYnYU7eiHLV8RuhUm4nnM8S5s9sca2WiVOS1g5JLerKTe4x9QuZI4WFO20J7IpiblNWFlFQYasOZfRsc5c7kx11bzKMGm1uczLNyIyeizjh1fWU5kMx+p9KuM08HKvFVS223QmNa4iyqemMg9Ho7jpmsUgI//w1tiGmpZ7VYOgDq0LUvpoxyDq08Xj+2Sseb2POwpS6N7nehSyijKYTGip845p0n4lZFgrnbkZSORjPybEZLI1k7eNGFZ7TsE08xmuHV42e0zDjJg3o1g7GtBYl1/n6YMrqx3vqRB9ZZgGeavA8ockMY8CIGu5MRfXXtgaZpojcmqS0D+vQ6TwVNZs+cpsEjMBFnJA2NoY2EkUl/aizKT3JwHMq2t4g9ko2uce2sfB9MXCtGwtPtXSdySb3Di0ZQ69T7hWKdWPR2g1pJe0Jgd2Q1eqwP57ZUrYKx+joe6GMsszF8RrcT8tRRk9W28y9nKJV9IPO3M159DtnOHeF0tUNycQrWkXdmWw/NCN44xbDktzMvFHUjYkKJa+xxhSzWUYss8cwe07DlF3lEjslujbSG7pkflotAxq26hjQWBfyPZXRM3VLNG3k0WbCxJdWhW3h0nU6ryYTbLNjU7rkjSKvFV1jsqtEze1aLSehGHY+XE0J/Yph1PCUqD27Xj8YG2uazThq+KqmHQza0uTkNOcqDRkGHdvuKN8/4/zzHpNUDuXW4aV2Tl+ZFKnDbJ5RdRa7wsFzGgxj4PFyguM2NI2JUh1db+BYHZvdaxmzPwjHRvAjjjjiiCOOOOKI14HjTdMRRxxxxBFHHHHE68DxpukTjFBVTPySxUlCljqsK4+2N2h6A1u1+wy0hkfXU+y9CkjfG5QBzLyCrjXY5i55YWObPYFdMwwaWWkflANVKeZiQ2kSnBTkjb0vDYs6YVWIoaWjWopKTNOeKB6GQaOshT7sep3Hu5h5mB+on3HQCMMSU5P9cu2GXe6iGwN1bdEOBgsv42oVc7WOsMyesrVY5T6nEymDAwS2KBYGNBxLMsgu4oRyr8pJSodd4bLOPOrWpGwsTKtnk0qu2yQqMHQxtvPcBkbIG5uu0ylSB9cSZU3RKDGljBIir+LR4xnt3igTYBKUGNpA2xr4dkO3kFJwntk8OF+R5TZTX7KiTLtjEhX4Xi3UXuHy0asFD2Yb3E/bcJWHuFaLoY2kjU3oVxjGQODWZJXN41WMozqa1hTzNqBMhLZQRs/sJBVqdG88mJY2sVdRFUKfbHOX+RvWovjTRlaJ0LVtbTJ0OkVj0bQGt6lP2whd80RlGZ9K9t6j9YR16rErHAK/4uGjOavUZ5X5nM9FkTKLhE51zJa8VmxKj2USkOYOk0XGg8WarBbRx/VtxOPlhKKx8OKStLEpKkW8N5LUDKF/ldeSZg7nYYpzVxRcrtWg6wP+aU5aCb2W14qytlCmqMzGxKLaihndrhT6qty6Ypq3V4T2g45tdkzdgs3Gl7wss0PXRdXnOw3rzCOIKlaJj6U6TuYpvt1wd7Kju3VQZs8szlivAqZ+SXMr6smqsSQXbq8sG0aNSVzQtqZQ5onPncUWUx946WNnexWoZHIps6PqRHW4Sn0Cp6a88gn8SpSEg871JuI298lroUz7QSdyK3RGdER1aOhipHo6Sxg6nX7QZJ42Ym740sMF29yV42Z3ZJUicBqKVsb+nc99TNHKGDJ0of+qyqJuTJLCOcy/Zp9FePdig6GPB3UYwONNzDILsPRezHd9UTd504KHmwnzUKiipHI4i1MePp6R7yknHVFnadooa4cxUFSKiV9S1Za8b5YTODU6I0Orc/aWJZFb72k1Ey1sCfyKx7uYVeazTAIudxFFZnNzHaMbA45qWW0C0rVHOxgkicvpNOXFl085jxIWkwzL7CkaC0MfcVXLiZ+zzWU8jSP4bs1JmHOTBqxuQ8n864XqdaxW1qZKxuM68/BUwzQo0PVRDFbDnLxWeErWl8iteeHVM07iDNfqiB1R+LW9QZq4DIPOzVbUqF1vsM48Xrg9YeoWfOAj98gzm3YwCMMSZXUEdk1a2ShD2jea3uDOZEc/6Jy96ZZxlNaEN17cUPfmQXk2fcuKiyjB94TibFoD126xrY50KxSvMno5LlbLLCzwzJbNxmdXuTzcTEQ1Wci1RWdkHCFU0s5RVopN6lH3Jo82ExzVEtqVmIE2FuezhKywMfSB0yBjQOMiTlhMU9aJx27ryZwxOpbbgHkkPo+r1GdXiCHornDx7QZNg9tdgGn0JJUDwN2LDaY2sL2KiL2SPHGwPm13yGR8oow9Pdtx72IN7A2UrQ7H7CgLxcXJjsitiYKKcRSavR81rH3u6evB8abpiCOOOOKII4444nXgeNN0xBFHHHHEEUcc8TpwvGn6BKMdDG7XAb5qiOLyoAgoSsVuFVDXQts8OF8djNI81dLt6bt2MOgLi4vJjtNpymrns848FnHGOIjR5XmYMolz+kHnwXM3tK0o8OrGIq0dutbYl6JFHTQMGnVnYBk9vqqZhgV1pWg7A3tvODeOGnVnsogyzqcJyc6l6qy9sWND4NW4TsMkKkh2Lo+ziEmcM48lS6usLfpBqIft1qMfdcpWYe+pqlXmo+uDKCOM8VA29u2GqS9Gf5FbMQsKzqYJttGJoWJh0/Vi5NnWJqudfzD8vElDALpex9IH8kboLuuxYrUMqVqTdOviWC1Nb9I3BukvnaLCmrxS2K7k0z1zshGaIveYRaJosk1RHp2FKfcXa7aVS73P4rJ0OY7LJGB9E9K0ButVgK4PdHujyFlQEEUlsVdhLC2qzpRjUltstj7LVYjyWu5MdlSdyflidzi/WWlz/XCKZfY4dst6F2C7LeeLHYsgQ9NgEWVcnEimXN0ZmLrkfhWVYhFnhH6Fa7eUlWK2SLHMHk81h3zCARkbrtVimT1tZxC4NcaeVnnx8gRlCDV253TLdJLjWh2uLfl0gSMGnQCO0zLzClFjRjllZ7GIMla5T97YFDsX0+jZ3oRCNXYGbWtyswsJnBorMTB92e7MK0TZ43YH+towxJi0bC2ukoj5NKMfNKF8vIoTP5fzYvakl5KNdhoLTdyPGo93MfH9HevMQ5k9ixPJWqOTz3tC48ZuhakPjCOUtUXoVyirQzcG0srmKolwT4oDBXHi5UIN7zP2Jn6JoY/cfeOSurF46SPnVLXFPMoPhqtzLxdjzc4kbWy6UedskaAzUrZCY/lBTd1YmMaAYQySJTjPmIc5J2GOvTdQfJJtZiuZK1c3MZFb0Q9ChxvmcBhDhi6Gf7M4wzFbslqxKxyqymK3ChgGHcvqRYWZu0wcmZNCE+q0lcnDx3O2hUuW22K2e7YjdGrWmSc0ujmQ10py8AaN7lWfcm/SmGUOZ2EqtMsqZKhlXTT0gXuTLRezHVFcYO/H4iLIOJ8kRG7F3bMN9+/d8vydJad+hmENXNzZMAyi/HTMFjuqebyL92utjbk3g217g6ozMYyB7U1I7FW4Vssq9XFUB6l5oJkfnKy5XMdiPuqUuErmhq8aaSXYepStyfUmpGosylbMg9u9mfHEEcXzTRqSlLIW6eZAP2jcm2/ECHMj+9C2BnmriBY5QViJgtGQbNKHN1Mx4R3FXHYcNQY0ikaUYHVpkVb2QZF2+dET2r0yzdQGfCWK51lQYOoyBiy3ox3kGvBkna46k2YwUG7Lws+o91mY8UTMJvNa4VodN2kASJtD4Mv5fqJQfum37gk93Ws0nUnoC+11nUobw4tXJ0Jxug3TaU5VWyS1I4/dgjR3aAqLO5MdaWUT73PzdG1E29PH7SDXM0MfeJTGBIuch6+eMJtnB/PZYdBoemm/6PcUuL03IAZ4fD3hzmJLWtmsEp/qV+fYqhPDT7MjcuvXfY0/3jQdccQRRxxxxBFHvA4cb5qOOOKII4444ogjXgeON02fYMR2xdCJQdf2NuD2Msa2OgKvJpqJWsBXYiT4BNe3EVc3MVkmCg93UtL0JnmtuL9Y8/x8BcCd6Y5TP8MxOtargNCpudmFWFZ/KCU7VivqutoiDkvS3zrBdRpcqzsodex9hlnbmvhKlBZ5rcgrxfUu5JVHc+bT7JATpmkjae4QOpKB9Ka7N2JC9nAi2U5eyb3plsitsY2O+2dr+kEjKW0cUyg40+gxDVHjKVvKpllps8ldbtYhSemQlA6W0bMrXMmZ60wWcYavGm5emXJ2ksCoEfgVblAz8UrSwjkcw13h0DQm4/M5bliT5w66NbBMpLwcxiXj5+/E0DFOKdYu46jRjzq6PtJ2BnVnsN35ZJUoxF64XHC1i5g5BRpwuw55vImpOgtHtWiWlL9Nu2O38Tk/3WFokt3V9zrdoDPeFSXV+sUptuq4f7rmZJYyj8TkbbsMKBqLrjVoaotq7XLn/or1S5MDrTMCy21A3ohh38PLGavUJ8kc7kU7fFVLPtvGYbkLsPSByKmYBOWerpHyfF7Y3O58ul7nPEi5zkIcs8NVLcroCd2aiV9ydpIcTPv6QUdHaIi0cEhzh6oV2kXbmyU+XE2Z7sd30wkdaxgDvqqJ55lQX56Mu2EUZZhrN/iqob3TSEain6PvqS5LdRjaIBRSKaoz12olo3CfT7gIMm4uJ7SDlOWb1sRZCL03jBrZ70zJ9wacpjHg2i1Xq5hd4eLaLYs3rFjlPpvUwzY7ksphm7usE59+0NmlomCNvYqZV3B/ssFzGp5brBj2dHbywRmrnY9rS+bV1cfmYspo9tx74w22ajENob3K3Kbuxbh24pSsXpzKsUr8w3d6Qk8+OU7jCJvLCEMfubyd0HQG1Z66ixxRLjmmUCif8sw1aemQlqIUfJIJOHFKURQaPVVrcZ2ExK78bV+ZPHtviec0TLySqpF16ToLefVqRtcbRF5FEFacnu6ErvdroVv3ijTXbqk6E10b8ZSoz0xj4OxP3KBpQrFM4oK2NwjtisVJyqc8f4ltdawzj03p0Q86U1eMEi2z52oXscp8Jm6JbXQ8vJ7yynrKpvRwnQbb6FgEezPZxmYRZxj6wMQtUfuxU1RKzFMHQ0w+Q1EDumZLlSmywsZaVGT79oKbLOBsKlRp3Zssk4CmNblJA6rKIoyEfjXNgUWUYemDnAe7wtBHPnY7p+t1TsNU1pVBx3HagxK2ai2ePbul7kwmUcGrlzOU1ZEXNmntUHcGcz9nPhEKNXKqA72UNwpPCYVtuy1FatMOOqGqufcpN+jayDIJ+OBLd2QdSGQ9TUt7T/tplK1F2VgslxFJaTN1C2Z2iTJ7bgsfL6oI96pPyxTl5yoRA11NG7ldByz8DN9pKFuL+9MN/qdITtxzpyua3uD2cSy0X2tyvYk4myeSI7mfv5FXHejsF25OiIKSsdW5SiL6Xmed+DS9gaaNuLZktqaZQ9mK6lPXRhzVoqKa9U3ISy+cofZ5fK4l2ZqrZUjRWCy3or5rWpM7Z1tudiGmMRD6FcEXLjH0gSioePRoRtl+/Hr8f4XjTdMRRxxxxBFHHHHE68DxpukTjHafbH9vsmV+mnDvmRWr1MdTjTTQ+jWPNzHtoNP1koLteA33LtZ4Xk3dmdyfbThxc8pKsatcrrKQbeEyIM1uD9MYL5Rfe6dxysQrubmJscyevFEUpUJZHcOocef/8YiuN7i6jtE08aApW4tnFmuaRNEO0kCoaRKpcW+6Zb5IqVrr8CtnV7jcnW0lgsXoefF2TtsZzO7uUGZPP+qsSw+1t88f0FD7X9d5rdjkLrFbETo1ypJfkrvEw7UbHNUSRZK6/WSfAcpOfk0royNtbCZ3Eza5y6fcucZTLc/N1gyjxjzMmXhSGbk33aJUh+u0eE5DEJTcP10TujX9oJOlDmdRSteID4s7lQbQpjOZOCV3Jjtss8fzamKvwrFbHLdh4pd0o85pnPLsxS3n04RV6hM6NVFcMI4ai0nG3fMN/SD7H/oVuj6QZA5hWLJOfO6/5QpL76l7k8ippLrX2NiR+KDMJxm6MWB40qg6f24j1YZbmzqxCXzxb+kHHeW1nEUpuj7y0dsT8sZm4pWoqCH2S9aZx9U22kdjjIS2xDdEQYXnSiL5ozQmeuKz0pqsMw/L6Ll+PCGrbLLKxtAGNpl3qITEXsk8kqb9Yl/xGAadaSieX5FT0Q468yBn6krcTrLzaDqTOCo4jxIMfWAe59hmz4svn6JbEtdztYv42KMFZaWoS+sQmXL/dMVZnJLXikDVlLVFUdpsSo/5ufi09IPONCjoOh3TEL+Xft4x8UumfkGSuTJm40w8dDqDiVsSOjXzKMfQpQrbLF0WkwzT6FGqYx7n3FxOWOU+H1tJJeEyibANqZoZz2cEvvx63mQe1on4PTl7H6dk6x1+ZZuq5zYJ6AeNqyTi/puvxSPGkibguZdLJFBpMyI+Z4Y+Eixy1rchdxcbNI1Dg3zeSDO3r+qDv9RJJNWXtLK5TUU0cZ2IYCIpHYy911rVWpxPEmaLlKJVbLceVWcyD3ImgRyfMCqxrY6LQJLgfSXzaLsKsPfxHzc3EYFdcxaknMcJy21AUSrywuby0Yy6NdG0EdvsuE5CVoU0h29LF1OTSk3VmeSNIm1sNrknn72PGylaRdVZ3D8T352mlyrWMgvQtZHLx1OU2XGb+uLBNujcm2wlSmjpcW+6pesNtmtfYpMSl5dXMybzHNdpUKrbN9d3hI5Uyl3V0g86b5ivaFsRLUwiiVpavzhlGhTcbEPx6GpMHq6mNP9tsq+CdGxKj66T+XIeJVhGz6aUuaVrI0WlWF1HnJ/uiOyKwK8OVbqbNJCm71YdopX6QdbTujN5ZrbBVi0PLlYHQUy9n7uBW7NYSIX43t0Vui4igXbQuZjvKGvxrro43zIMOllts66lWvikWtYPOqttgKGP2FZHW0lkTllb3DndktYOZW3RdgYfvjzlLExpe4PrNGT7KOKNb7hC7a9LhjFIpa8zUPuqomOJt5Nl9riOeKTNzxPa1uAkyjifJayuImEiMpeuM3j2dIWz90Mz9YG8tHHthskiw4gbms7ENPqD/9mzd2/ZbXxO4pyLOMFzRAADUr3NK4UyO5LMZeoWzM8Smn101uvB8abpiCOOOOKII4444nXgeNN0xBFHHHHEEUcc8TpwvGn6BONJrEHa2KS5g6VLQ+aucNH1gTR16V/2MTShA2Kn5Jnp9hDBsL4NefF2zkdXJ2j6iKkPaBro2khWCyVhaCMTr8TSe3RGqs4kmubsUpcTL0epjolXMo7w6nKGbXXYQUM7GKxyaQIGmJ6npJXN41fmJJeSWr4pPZq9l076OCRQ4l9hm1KOt60OzxF6Zxi1fcOgRl7aXO9CitLmahtxu5b/W2aP7zTkjeLxzYT1KiDdevRbxTDoxG7F9uWYuSdeO7YhCdvlvgld10aJOth6+E7Di7dzLi+nrEr/QB9ermOKxmJdenhOQ7pzyUobT7Uss0BS7jOPeFLwynLGsxe3bG8DJr6kdRu6lPuvkxBf1aSPQ4nwMHrq2mLmFCi9P1Ayl+v44G1V1oo0cclrhaVL7EFei3dP2xl0lUVZKyZRcWgeBqh7E8fqsIyeszg9fJd27XAyE0+ertfpe53w2R3epKRuTJpGfJlsq6PuTXR9ZBYU0jDdWlzMdhj6yCLK8JyGx5uYzQtTVoV/8B9K1j6W2bNeBRj6wO1OolqelLjf+NwVVW2J148+MgwagV0zccp9hEiDMjpMY6BpTSK3YhzBMntuc5/tPjH8SdSJZctxS3OHZRagyVfl5nKCO6mYT7JDA7QX1lhWTzyR4xU6NVVnsUwCxlHjQx+8x0mYczHbkZX2QQgQ2hKfchJLc31R2LiTkpt1ePCP8e0GV7WkpU3o1HzkpXPSysbc+1GlqYtzWuCYLaYxyFgqbbypULATvyRNXLpeZ5kFtIPEWzTtPqrEbplHOeHefy2yK+6cbdnkLg8fzTmbJrSNSVZJPM2j2wmu1eLaQlmsCp+8VZLmHubsCqE2pn7BW9/wKptc4oU0bSQtbXzVsIgybnP/0Pz+6HrKaZySFyIYeOJVczoRr67Iqegrk23uSuP71qNsLGy3ZfVwwib39hEtNc4+EuRj6zmRXXG1ixhHMB2JaXL+Pz6TeU6sKq7SkMfbGMdp0fWRZ042RCcZJ2HOzCvEq8dpcEwZC+tdgGu1KKtjHMVLrmosul5nEUkEh211B1ql7k2cfcxTmjv4dsOq8JmdpnR7v6qkdLjNArpBp+osJncTPnZ9InTwibQxWHYn0Rw7F9MY8O2GsrFwzI6iEbp8mQR4VsOucbD3Y3e1lLioe2++ZpX4nE0TOcduje/VaJ+W0u4pnrmXMwkKibBqFf2TtVLvuU5DJn5JOJNxBqD2TfVNbxB7lQgarJarJCJyhTZr9j5M69LDUy1VZxE7Es20Tnxir2S78yUqyCtIK5uiVIwjGPvWiyetDwDToKBoFA83E6a+xHDp+kDf67heQ+yU0tS+SJgFBZomcVXtoBN7FXVjcjpN6fbN2bo+cv5gzQuvnKFrEuNTbpyDiGKbeLh2S9sb5I1N05rkhU3bil/Xg5M1XW/QdAanF1s0beR0lnB3tuUmDblNfaHoWpOTKMM0ZF8nUUFeK9lereh6g7xRKLfF0Aceb2OU0e/jYwaJHJrsKBo5Nv0g3nlnUfq6r/HHm6b/L3t/Eivbnt/1gp/V92tFv2M3Z5/u9um005iSnRJMEIVFWSoJPLIQIAQDIzMoWzRCYmCBBCNkMSjDAIQnMDBSjbBEYwuQwPZ79Qwk6Wxud5p9dhv96vu1avCPE3bWE3BeKVXkQ/GVjnTvPfvuHTtirRUrft/f9/M96qijjjrqqKOOegcdb5qOOuqoo4466qij3kHHm6bvsySpx9NLYXeoLa9uJgC4ZknXyXhejnyZoauizXqVuNxFPm0ns01sglHCyBVVHrYpRsdlI7gVJ24sqjw6maoRY86i0Q4/bxykJJXBxEtRpA5daZGVju3GwTErtqmw3gy1xVAbskIXaZxhwfjRjq6XqBuFLDMwjRo5qPj82+e4Zsnr9QhZ7pD33BdNbdne+ahyRxSK0fvIzRh6wmYJBhmTIDmkFbZbB0nu0cyG0SRm8CjE1Go0uUU/yXmzGR4sqrJRkSQEN6lVGU9iHs/X+EbB2Euhkqn3NQCK3DFwM8KFi79PiFlueWi9rxuFulN4OlnjmwUjP2WdOszn4vfN9/abb4lqg7pTmD9d4xkFZaOIKptc2E2bXNgjn5zeE9g5y8jF1GtGo4S6UQ7VJJLEgW/09GJBWyt4esn9fzzFUBtR9VDt0zGVzvViyOY6YPXFGMmpqVpRd+AaFd2esVRkIhE59lOGlnj+w8xk6GbsUgvfKgSDJXLF69gqOHrF+WiH9SgWdmtsMfZSLi9WlLXKxekGWeoZ+RlTP8ExRP3Cl9czfDdntfbYpRZto7CMXFS5o2llHiJhxeSlRtUoRLmJJIGpNsy9GNfNAVEBYao1gZNz/zBAknvRhu5H6GrD5eWSiZ+IKphW5TwIBW+pUtktROLrdjE42Bay3CEPRKXFKnZ4PN7wfLrC1UtutgNcu0SSelyjxPP2FTZqh64KrlmYmWJ0rzVsU4vLR6tDQ/py69FWimiwr/TDeVxkOlWl0nYSmtKim8KWjHY2vlHw+hvnompF7gi3Np5RsIltJAmiUvBlHg13XF6siAsDz8uxDMFuOp/suN/4NK1MVJgiVZU4nM+3KPv6i8DOqRqVpNaZuMmhRsjQG6pGRZNb4sgiL0XFzKP5RvCN/IwOwSArUmFxWVpNmJs8fST4SV0n0bXyIdHqz2Mco8LUhW0MsMlsfKsQtmEtbOHAyzn1Iob/t1uKUqPqFGEhZRpDR1wDbrcBAzvH1irKVuXJeMPAzAUbxyqw7ZLbyGdkZXhmSd0oXAx2jNyMtNJx9EpUsbQK9+sAQ2nYLTwkqefZbMVqI1KIdaMQF4awh3yR8tsVFuvYwdErHLskrXRkenaZJfhskcnlyQaZnnXosLwaoSqiZkiRO/LYIK4MktLA0Bq6TsIbZMiyYCE1lSJSdmrNNrUw1YaJnxB4OdutQ9FoSBKUtbDid5mFJrfsCutgk839iG1u8/p+zOqLMWMvRZM7JpZIpoJIqua1xtR5y6PSKSqNu4eBqFQpLMp9RcyFHzIIUrapRVwZSBKM/XR/PVVYxw6+VVA0wh6OcpN0azFw8sN714UfEu8sylLlajkSKd29nepbBWFssd054txwikMqsO5kTr0IRy85Pd1ytwx4Nlrz7OkDD0uf213Ak9kaVe54+O6UthNW99DLaGoFW6/Jfx+30NAaNLnD1UviyuBisAPgbhVQ1iqryEVGcN3C2OJisEPXGspS5X4RkJY65yNRmXLixyhyd1grcfSKq+WIohLvMevU2Sc4j5ymo4466qijjjrqqO+rjjdNRx111FFHHXXUUe+g403T91l5rR9AgL5Vcn66JdAFRn7oZOzeBAzcjOvbEUn5ewmXgZMzDyJ2C4+iUSlLMXr3rQJV6UhTk6g0Gdg5llazS2x2iYVnFHh6SZVpLFeeQP83Kq/vx4fHdD7fEsYWda0wcHLySiNvNDy7IEkNkZrbCXy9bxVIckcUWnhejv8oOthmQyffJ/gsJm7CxeMVUzvBDzI2VwMeVj7LL8aHRvu8FqkUWeoZDDJkpSNwcspaZeok+KYYQ7e1Ql2p2HrN9Xbw+5IQwsZavxqyiF3xezYK+rAQqcFSI8pNqlbh9GJL30vsIpuxl1I3ChMv5elkLRJimcMyctH3LephZpIUOkMnZ7VP4l2Md9ytBuhqI6B6+ybzt1UzYWyxSly+fTfHUBo8uxBAR6Ng5Iq0l28WKHLHbmdTZRq3uwCAotFQ34upO2EBnrgx6h5215UK509XDJ9v6Wtho0WFeWhnXyx8NLMhyw3uboa8vhuzefDJE+OQugQB0rOMmrTUKWqV6zdj6k7B1Bsuh1u6WgDtktLA1oVdW7cKplYTZha+WeBZBbpdY2k1T85W6FpD4Isk0Kev52xjG8cQqa2uk3HMCkURjeir2CGpRG3D3SYQ1Qe9AF6OJjGBLQCiqtyxSWyubiYiASr3GErDpzcneEbB0MvwxikDM+fRXEANt6lFuHHEcSR3nA9C8kbjJgwE5NJLxc+9HwAIwKvaMHAzFqHHfBaiKh3bnUNe6ozcjG1qM7BzVKmjayQUXSTQDK0h2tnElYFmNDS5RpEJi0fXGpLY5MnZirgyOP2hB7y99a7bIvGkaS1FraLJ3aF5fhm5hFsH19i/Vl7MOnHoGhnXqNiELrMgxtRr7lYD6lZhcx0cEpuvlyNGZo5tVcj7RKO1t75OpyGy3IuklSQsdEXqMVUBpvQHGTfXY3aZhaU1tL1IqHlmSTBM8Y2CshZpzjAzUaSOpDTY7aG0t4sBea3RlOrhWvDZ3UykQXONpDIoaxVZ61jsPOLc4PlsBcBtGKDIHQ+JJ5K5jXI4rj2zJG80Ar1A1xqqVqFsVLJCJykNwrWLpraMAmFPXTwSdVKrzEHVWyZOiqXXOEbF0Ml4vRyx3HooUk9bC2s4eRngmwVxbmLrwp6czSIeIo+kMJiPImaPN6iSAKKuY5EI9I2C58M1htpwOg5JU4MkNdDVFs/PSSuDqDQ5CcR5nFU6utLy7GxJ3SoMrQxDazDVGs8siXOTNBPP09DKkKWeoZXx9HTFk6/csk0tYUf2Alp6v/MF/FPu+PRqLuwqo+QsCPEHGfGrAFXu2OYWktzz3cUMS6t5PNqS5AZlpRLlJq5R0bQKhl4T5yJpqigdtl5hD0Sdjyz1PPJ3NL3Mk/MVjl0y8lNcq2Qdi0ohTWmZDhIen6wP17xALzhxY0ZWxsvVmKLRSAqD8TDh23dz7kOf6SQ+XBujzES/SMkq/QDd1Y2GrBIrJrvUou3FNX9qJ3z+ao5Mzza30dWWD88fuBxtGTg5jl6R1Tq63uxrmWQcWxzPuiauq0Wl8eqLuahE2idRu16iSTUmXsrlZIOpibRn2arv/B5/vGk66qijjjrqqKOOegcdb5qOOuqoo4466qij3kHHm6bvsxSpAwTYzzMKXL3EVkUi6s39iOAiJC11ZrOICz/k5m6075jq2BUWwTRhaGU8mmyFldMqmGrDbBTR9dIhiQEgyz2vVyOKVkWzGs7nooVdkTueny1ZLn1MQyTUbKtiGiQUjcrcj1gnYux6MowpGpXHJ2ssrSYuDLpGZjJK6HsJWe65ezPCNis0uRWt5Tub6/WQmy+mvFiP0ZWW4CLEciqm760JrILpfCdAeEq775BrORmK/rCxm7LJRbv5i5spXSsxCFLqTsa1SpGQA3S1xTVKpk82nPgxny2n+GbBwM2ZOCmOVaKprWgeV1rWqUgNabIAbhaNynafeGtamSITY2EQHUSBLXrC+l4iygVw0LTE38tSz8RLxZi3ETbjfBRhajWzQcyL2ylVreIYFQOjQFcawszi9espstzj+TmWW+JbBW2sIUk9daVy6kXs3gTsCgt5DzidnoTc3A0x1IbZ6Q72//3CCzH0hifnK06CmKGXcXK2w/UL7GHGR5f3aGrL4naAoTXkjYZvCIgjgOELK2gX2lzvBshqR7izxag8NylyHUNtuFkOD3BERe45G4TIUk9YWNh6TVoIaNxXntzy4XxBlJuc2AlVqRIlphiVxwaqsk+85Cbtrc3AzKlbYUcmmYAxLmKXl6sx2a3L6XyLKnfEiSnSoeOIuDRR5I5qn5x820UW2AWX58IaKCuNdeZQNcLSbXuJ24cBgZkjRRpxYVDfCWgjwKPRljAziRYup5MQzy6IcpOzQPTWXa8HnJ2I571sVMLMYjKOcfSKulCZz3cMBiLR2nYyXalSdyK1VTQqcWFg6DUnQSwSoWqLqTU8rHxu7oZkjYahNyh6e+ihk6WetpV5/3xB3Sr0nfjeAzPnycmKpDBwTlLSSvTYTYKUppMpa5Xd2qXtZKq9pRAXe5tfaXj9MMbct737RsF37054PlpzebkEIMoNrm7HArS49Yhji3Xq0O17MJ+MN7S96MWU912VZ7MdMj2Wu7fHlRZVa4XN64q+TM8sOR2HuPvexrgy0OSWppVRpQ7fLAQwVm3JCgEAjnKRLoxrcQ4WjcbYTpkPIsZ2ylee3qDvU3yvXpwczmNF6gmcnDfrIaYm7OgoN3l/vmQQpKSlznQY42oV1uOYq9sxuiZszrzQWSx8DL05JMfSUmdXWLhmyfvTJZrc8uLlCfepxzpy8PSSi9mWx9MNrlkysjPRp6c0LEKxEiFJPU0rk1aGeJ0alapWyWuduDB4OlkzCRIejzfkjcbntzO2uc2X1zNUuWPipXSIXtC2lSl3Bq+/c8o2thlPxDV6aOQklYD2PvnKLXml4ZklZSLs5qpRWWciKV2kOp5ZMjIz2lYWvXJ7qHGcmLiGeJ1WqYNMz2erKW+2A2F5KS1FLUCjZ4OQvgdDEd1vD5EnzpHC4lvXp9zHHje7gFkQUzVivWNg5ZwMI/KdRV5ptJ1E30v4diESbEZ1uPZ5VsGJF7Pdg4nzUkCNb+KA07MtIztDVVryQqNqFV7cT3n4TCTSx3aKqTfUrYIsd3uAZc9u4/DqYcLIzejVjru7IW0n3suS0kAxm0NfZdvLog+0OnbPHXXUUUcdddRRR31fdbxpOuqoo4466qijjnoHHW+avs8a2ymS1AuQXGHxYjHh8+2EMLKZjkW/jWNUaErLVTTA9nM2mS26rcyckZ1x81sXPEQellZz6kaHhNhi42PrFR0Svpsjyx22VXEbivHoJrHZ3nu0nYyrVUynkUiKFRZngbACu06AD8duiiJ36EqDsu+1qxqVEy/mdCrAk2/tgtn5FkUS9mGaGzw+FaNmfZpjmxWSJICOpl7T9xAVJuvPx9h6zTp2RBdYpXFzNwIE9HB9H+AaJSfTiEfzDZrc4egVcyem6yVMvaYoNVZ7SJ2t1gydfJ+kaIhKAQP0DTH2rxpVdJXpJW0v+pHi1KSoxZhckkAzGr64nhHYBUMnp+8lVEUkuSyjZhG75KnoiooLYS/sdjYzO+FVOCQuDHaJSJw9mm+QpB5Jgm1hUTQaMy/mk/duABhaOUMnR5F77GmKrVWMgoRF6qKOhD3kaNU+RdcxPwlZRw5tL+E6IlX4JhqwW3g8RB67zKKoVTaRzdhJeTzacrUdosjCDq4alUUooJO2VqGpLZ5TkJQGJ+OImRfj+TnnJ1vSzMC1Sj45v0OXRTrJUBtMtRGdVbVOWumEkS1sASdnYOektc6bcHCA5PWdhG2JXkFZ7UU/YmXQdRJnX7knrgx8QyS62tcOrz6fo2stj0Zbxk+3VK3CZ1+cMfJTFrGHoTSUjcJi61FGBncPAwBO/Qhbqw7H5/PJCkNt0FWRuNpFNifTiKg0mTxfE38xRD9PKWqNDgETtM0Kf5bs7e0OU2tYZQ73iwBV7Sgala6RGdspWWaQVTqK1PHsfEnbSSSZwa4QCdT52ZakFPaHIvW4RkXfS6SVztyN6Xth7z6erxlNEpJS9IAZRn0Asn73ao6mtnx+O0NXG56fLUlLYY3cRz5JZArQbKUJaOnWI2s0YV1NI2Spp24VVpFLXuh7wGjPeJCw+8ZUPJ5a5735kkXmMjQEWLLvRUqwaDSapcVsFONbBeejHYrc8dn/+pjAzA+JXkerRB+YI7oM217YdqYuEpbpwmGz8Ihycf1IMoO8VkUXXCG6x7a5JUCJ+27DeRARJZZIlaWmSIqWGqZa83o1YhULmGzRig62uRujeDV5raErAuq6S2wCJ6eoNQa2OD53hcV261BV6uH/19QWSRbda7vUwjIrdFusLBhKc4CImmpD2ah85+6EslEZnMTYWoWqtnzxMGWXWSJ51crktS6s506ksUZuhm8UzJxEpHJzg1c3E96fLjHVmrMgFF19qujsO3dCnp8ucfSKYJjyei1AkmkujjHHqJichTz++I7LyYY4E3ZatgcwqkpLWol1Ak1umZ+E5LWAICtyhyJ1BMOMtpP4dDFD28OMn81W7JYumtZyuwvYJCKVZqgNF4MdrlmRljplo5KmhuiwK00MTaSJ30KNz4OQ3ecjTichgVXQdTLrRLxmAyNnnTmc2jGXl0sco8I1SjSlxdFLjH2a2lQahpbovwNY7gSsVNeag5W72PgsUxdZ6pkOEopG43Sy46MfueIh8ni1HonuRq2mqDQMrSGMLWbTiOkwxtFLHj9Z8vzyQcA+bZHIvTjZUrcKL1/PRN+p1hDYxTu/xx9vmo466qijjjrqqKPeQcebpqOOOuqoo4466qh30PGm6fusqhVb+CMzo2wUBm6GKnfoRg1AWWkUtYAmJrmBrrWM7IypLcaPd6EPH4oesKaVebEZUzUK253D+XRLWuqibyo1UeQeR6/wrYKqUZl5CYOTmKGV8elyStvLTPzkANR7erGg2CeKqkZFpmeT2QytDEXuGdspYWFRNCpVo5IlBovYZeKkGFqDpdWYRo2hNhhKg6E3JLmBrVUCJmmnh/614fui12zg5NSNIuwUR4DWdqmFP0moW0X0R7UKJ07MMnK52g1ZhS6m2mBbJa4p7MiwMtHVhiQzuP5CgPUGTs6rOwFIXO9c0mvvkLiKchPPKcgLHUuvmToJht6g2zWOXhJm4vvVjejTajsZSYKTScQ2tTjxYtJK5+JkS1LrnLkRitxzOdkcrIe2k1m8GhGVJuvYIa1EZ1VW6AKO2ahklcbQETA83yxwdGFnOkbF682QqlVoWplNbPNovKXtZJJUjOObVubp4wemfkLbydSNwvvzJbe7gKaTcQzx2j99skCWeuaDiLNByH3o4+gVptocuvWWiYuuiMTTbBDTdjKfLmYktU6YWSSFwav1CENraPZWynwcoskiVafJLdvcYrwHCn65mhAMRIrI0Ss+Ors/pPZGnkjy5KXGXeSTVgbtqGF0ucM1Sm53ATMnYbNxuXi8Eo9Vr3n58gRdaXGdgouLNY4v+uaqViTpNolNXJqsc4ekMETyKjUZBylZpXF3O6SoNYzHMWVkiFG/UfB6OUJXWrLMYOhkLLcey5WHrrSMJzHzIKLtZEajhM+v5nhejmeWpJWBKneoirDBo9BiPoxou31HYq2yWPooe7uv7WTeRAMsrWGx8VjELnWjkBQGZ8MQRRbQyV1m4Q8yHKPidCKSii8XY3yroOlkuk7i2fkS26wEfFPpOJ9uD12FllbjWwWy1GPoNZ5TYOpiHcDSa5yvipTX3SYgbzRsrRI2rJ2J/sJApFPHzzaHdNg2t2haGfejLVWr0vYyllaR1joTR5zXB+tcralqlcXGZ3yxO7yL7FKLsZ9i68L+UuSevBKW2jp2KBtx7q9TB8usRJekn5LlOmM/5W4X8OHJghM/5jYMWMSegHwWNp+c31FU4nFdDHecDCMmTkrfw8PWI8xNkdTTW1S1RZE7bsNAWMWzHa5ZMg8iLK3h4/kDYWZhaTVjMyPNDDyjQFdEyrjtZCZOStkKW9+2RGLubars/mHAxEjJa01Ylp3M64cx69xh6ifQg+lWvIkGdEg0nUxg5hSNhiJ1LHKXeN9LmCQWhtaw3MNNwxcDPEPAe8tWdDKOvZS4MLjdBchST9WoAp6qCptulwrr0FBb0lL09m0fPNJS59FoS9PKmGrNNre5fLRi4if4VkHfSaJrr9FYpC671EJTRdp5Mkx4iDxMraZpFZEwa1VGdsZD4nH6yQN3ywBNboVl7Ue0vUxci3PmG3dnRIVYK3mbYL5eD2lama6XWGYuD4lH08rEpYnrFFhaw5PBVvx+pYZpCWvvbdINRIpvm9toaotrlrh6yV3sM9knrttIJ8xMsUpRWKxih9tdQFGIxO2r66k49u0Ud5wdrllpabzze/zxpumoo4466qijjjrqHXS8afo+K6sF0yZrNLLcQJF7NpFNYBdsIhvHKjG1mrpRMPWaR/6OqDTZlpaYOlQqYz9FVcQn3JkXczYIcV3RYj9yM+4jn8DJsfT6gLhPCp24Mgisgk+vT0TDu9Rx/WZCmJt0+/qDsZeS1TpdL1HUGiM7Y5U5FI3Kl0vBvzDVhrxWmY5F63lai+XobP+pcZm6vFkNSRNxd/76boy8Z9w0rUzbykSJhSJ3ZJXGLIjxTfFpeD6IqErBLVruXFFZkZtcxwFPxuITsmOXxIWBpYllwevF8IDzH/sp9lwwpO6+mOD5uVhOVTp6s2WbCA5RWaqs7wMuJ5vDa+NbBY5Z8eXVCa5ZUtSCIaIoHV0nljxv34yYeCm63AqWUa1xGwYsMxdDbXj1MOFh6ZOXGn0PT96/J/4vY0y9RpE73lxN6FqJwBQTtjQTE5G6k7ndBVz/7il9D2Fmoiod95FPUYvp3za3cY2SJ7M1Nw9DTK0h3z/3UzdBVTpMRbR1rzPn8CkwKk2GluAIKXLH+XDH7TrgdjHAtUoWqYupNTh6Rd+LRfypk9B/7tL3ElM/QVE62j0HCMDWqgPHpGzEz7D1+vBJV1Nb2lZM5/Ja4z71aDsxkSoaFUcveT5eM7BzFg8BHz67RVdaylrlcr/E/uR0RVLqvLqeokg9g3lEUWu4RsX9xkdTW4ZWjip32FpFuTVRlVZ8Epc7TLWhbWSSQkeWe6YnIVlmYOgNmiOWQ6PSxHcLfKPgycmKplU4new4mUZsEhtTbXj1Zipqf0qN6TSkKMXiNcBd5B+WmCcjsdStqy2SBLvEZjROxOKtKSopTtyYdeRwOdtwGkRM3ISBk3O7DXCM6sBxkiS4ezMirURlyNk4PEzS3k4QqlohKQ00pSXMTdw9Y8xQGqpGEZUzVk6SG1T7aqKH0KPrBIfr2WyFoTQsU5eqE9M6fV/dI0s9mtwx9DKKRrzm4dYhvApw9ZITNz6wdF6sxjwkHovU5dSL+PJ6RplrnE+3YhHXKzjxRU1O2aiUjcrtLkBXG1yzpGoVJr44Zyd+wokXc+LFNPugydgXtSWPRltWuXNYcr4cbDHVGlur2JYWT0cbzr2QqBB1IKvUYZfYWGZ9mLKMvIzL0RbfKIjvPCSpZ2RmTCwxLZOknrA0eTpZUzQq313M6DqJ1+sRutowdlLOgpC70GdqpTwbrel7iW0uuGptJ/GVJzd8e3NCVuhMnQRF7vD9HEnqud/5vD9b4tsFj/wdmtyS1zqvlmOqVsE1SkylYZdaSFLP+XTL3I84G4YYSoP/dEfTybhGycAUHCnfKHhvtMYyanyjwDMKRnbG2E7ZJWI69PH4gcDMOfFilomLNSjQtZZl4uJZJa+/cQ4IFpgs9fhmgaaJ48pQGopKTM0sTTgJu9QS1xNJXMPLVsXWKm53wcG5aAsVUxE1M7vCYn3vY6niOvh8uuLUi8RkaT+ZvZxsRGBIq6k7GUurGbkZUW6Q5QZxIRhXjl6iaw22Lq5BXS8xttPD+6uuNkRbMb26DQMsrWYVO2hyy+zRlqmfoCotm7XLzEsYuRmBlzO2U7xhRlrpVK1ymDI9bH0GdvbO7/HHm6ajjjrqqKOOOuqod9Dxpumoo4466qijjjrqHXS8afo+621NR1SIReRdatH30qGepKpVFLknTQxco+KL1YSsEKj9zcshhlmRFIZY8twvveW1Tl6IBb+yVhm7KWWj0vYSYWZyvxNWBsBD6DEbx/S9hCRB34GqdISFaJDWlJblyqNqFaT9+F2mxzVK5oOIxYNY7ps4KUmhY2hi6fstQ6bvoahUPjp9QDMbRm7GexcLykrlZjMAhA12Md6Kx+ImyFLPMhHVD8vIxXGErTAfRYIz4kd4eslD4mFrFeHLAWMnpeslsag+SPEsYdmZao1rVmSVxuWHD5hagyJ1XIy3fPL+DU0juBsjP8Mbp7SdTF5p+HpJlJvYesXTRwvaXqaoVR4Nd8SJSZqa+FaB6jSsE4c34UBUqNQqQyfj+WDFwMxxnALNaqhLlaZRaHoZ85MdnllStwqT05CTfYWDZ5Z4biHYMbVKYBd4z7dMghTLqDG1Bs8UzeXzYcRuZ2OpNbrS8t75AkcvaTuJdewQ7OtR1oV9qJZISuNgy1WtQl5pqHJH0WjMRxHS0sDSajbfnojF2F0gFnjvA5apy/BrS8pW8K3qRhFVOWpLWghL8P5+QNtJeGZJYOZUrcIycckqDdcUFTGm2rB5NTi0sJetSt/D1WLMF6sJQyNnMEnYZDbVvlJllTmcBSHX6yETJ2UwSdilFkMr53KwPdT7WFpN2aqHKhZnIkb0u9zizI+4WwWcjCNGboZrlMJy0BvaVuZivEWRO8Epiy2SyjgsplqqqN4w9Vos+1+smc53KHLP8lpUypxPt5haTRKbJIWwBBS5wzcKbhcDdKVl6GWHcyirBW8mqQwcuySrdV4vR9SdQl5rPJ5sUJUWRep4Emw59SLOLtc4eoUqd9StQhZZWJpY7p/aiTiXjIJV7DC0cj5bTSkqjavViF1iY6u1aJ/3E2ZeLJa2vZS+l7gcblEl8X19syAsTdaRQ4dY5BaVOR19LyqfZm6C/alBcBlytRlyG/nsCksEPvYL9R0S330z50eeXh/qX96GPYpGw9GFvTN1EopMx9EEj25kZySlQVFp3C4HxKWJLPW8eJjgqhXbxOYh8Vim7uEaejncUuwX0heJS1wIy26VO9SdQrO3uj44WZAmomrm8WjLYuPhahWv1iNGj3b0vcTnyylVp3C3EYvUt7uAl6sx29xm4OTMhjGWIaygt9aga1aCL9dojJ0UzxQ298RLWaSuWCL3Um72vKM0E0wygC9WE/oetqWw9JY7l8vJhs1G2OEv1mNmQYwmdwe+3M1mgC7/nh19twu4i32i/WrFq3BI3SgsUpdFLGxHWeqZDwWD7Rv3Z2xyWyz+6xWeVeCbBe3e7nr+o29oe1Etdb/1uQt9PLMk3DgsU5ezIDxYsorcMQtiykInr3XOg5CHtc995GNoDVWj4uolHzy742o3PCxqa25FWFjcLwKi0iStdUZ72ysuTYpGwzMK0ko/2G6K3KFrLbLSMXQyskbUqJS1irO35zaJzXe+/YhV7FC1wrJ+cr4izk1hdystT8YbktKg76FpFc78iGCYUXcKAyMnLzUWsVghqBvB13r7Hvtkuj4smr+LjjdNRx111FFHHXXUUe+g403TUUcdddRRRx111DvoeNP0fVbZCjZP3SkMrQzbrJiPIlSl5WQi0jSq0vLhxQOuXjL1E7w9B8S5iFHknsAWqYmml2k7iVXo4Nglr24nuEZ5GF/uQgfLqHk+XaErLbrSEtgFaSnsvtXG5ezRhl0kqkcUqeMh9A5N65raipFlL9P3EmFuolo1N5sBriZ4Qk2rkO/x/braEqYWpt5wHQWcDUT1R9PJuHbJbBAz90RVzNuUUVIZXL2ZUJQaZ0HI1E8wtYZl4rKMxDh+V1g0vXz43exHv29M7CRYWo2uNshyv0/piVSaTM9657K4GxCVIlEjyz1xaopkkSOSEq5Z8pC5yPsaibAQTBpNFUnAkZ8yH4ciuXayEmNbtWHqC17W2MwoWo3XG8EZeX+65Gy6Yz6MyGsNTW0P1Q9tJ3PzasLrcMjdMqAoNT64eKDrpUPtSlrqnLgxRa2iKi2fvp6TlAamXZHVIgWpy+3BYp0FMb97fUaYiVG9o5cUlUpRqeT75J2pNCSFQVrr3G98VpHL7OMlstQz++piXxnTClZNUND3cOKIpNcutShywf/pOlELoSkto6k4HmWpJywsPL2kqLS9LVfzsPVYbDwGj0M8o+D1w5ikEEmu+TjkYrgjqXXGdooi96hyR1UraHJH2ap8cLLgajWirFQkqefNasimsBlbqeBelTqa0nIf+iSlwcRL8fSSpDB4uRozHKQ0rczdakDfSxSNxthLGToZRaORZgZTN2EciBqbMLM4cWPuIx9Tq3H3beuy1FO1CrrW8OTZA3WjUO0TZaohzqm3x+Ob1ZBPHt2hyB1hZrLZuNyHPrZW8RB5h+ohWep5NNnysPXJCp0X91NRM1MaFI3KZ7cnRLmJrjREmcnESvnw8R15rTM2M5peJBNvNgPKUkPbJw9nXoyuN5yOQqLK4GYXHNJ9J3ZCWukMnYwvlxOudkPSSmcRenRIokJk/3xmlUbRqAwsUUWyyy30r2+oasEFuvBD2k5mm4uKp1e3E6pa5WtPrllkLrrcklUa68RBU1oWW49ib628Td1tcxtPK6k7hbGdMvZSJLlH31eWvLWYnk7WnHoRY1vY6be7AFXqWCYuD6HHxElxjYrrKADANwtxPZB67hKf02lIUWs8JB6DIOM7ixnzIBLptCBkHkQklYEk95hqzflwRxUJ6xpE4vRtYjMpdOLSZLV1+S/XZ7SdzMurmahWygSbrUP8jrZW4ZoVH80WXIy3vF6PsM2KkyAW6w2lwW0YEHg5bSfzwcUD29zibBAS6AVVq3B3MyStDIZeRlwbh3P5+WTF08GGx4Mtm9xGpmfiimth04pUqyp1yPS8uJ1y4sfitTNFNYmhNWhyy9hNBT+uNEUNitwRODmuWaGrDdOpeN7LVmWb2ySlzipySUoDY1+r8un1CWfT3YFnl9ciIbnJbRyjEonJSuXpbE1WafzQ41vBb9OqPeuqx9IqdpmFuq998k1xTl3vq7VOghhHqw7X8dMg4tX1lDAzGTo5p89Wh1Tk1BF2/ywQFVRvk+FvU61v62ryUqNuFW7iQKSy93VHnlkiSz2bxGaZuHsuXfPO7/HHm6ajjjrqqKOOOuqod9Dxpumoo4466qijjjrqHXS8afo+S5U6xk7KbuMgSyKVFhcGM1ekYe5DH01ueb0Zskzdw8b/JrNRlZahk+HpJfcbn8XOwzWEvafIHaNxQtvL3G98LKPGMKt967aGrraYqqgIGToZydpmPExICoORnxLlJqvEFZbXNBIt6LnB5XCLInVIUo+htkwHCZMg4eV2hG8VLDYeZa2S5bpIrtklUWIy92JWiUvg5DxEHnWj4BsFX9zN0PdWUd0oIqWndZwNQ5apy+06oBfTe06CmLzWxcjVEq30r+4mApzYydhaxTITqTtLrUUrdq2zW3hMBwlvliMcp0CS+0PFAxIMveyQZipqjYe1j6E0BFaBJPVMnYSpmzAwc07daF85UnO3E+P/y8GWTehy9WZC2ai83I5I9pBJy6hZ5w5xYRDmpmh6L3QuR1uWK4+hlTF7tKWsVU6nIUM3Q5U6zoKQvpcEJNFNCPdt5m9eTZHknjCyOfFjdpmFJrdkjbBkilrldi0elyz33DwMmVkpXSejay2vrmbYekVci9oQWeo5HYdoakteq1zdjgWUVG3IbjxUucPaV/pkjcbH8wcso6bvOADtNKUlq3UUqePEjQ8wTENt8OyCpDS4cEI0rcV1C4pSI280TsaROH4tkSQMC+sAUrW0Cs8oMPWGrNII9ILv3Mw5HYXkscFJEHM5FRU1N3GAbVaYWsND6Akga6FzvRjykHjCPlSFfZmWOuNBgia3VI1ySAe1nUzg5aKGwk4PltFd7B+azX2joO0krhdDAqsgK3Q6JE4HIYrckVY6AycX6a7Qw9EqFLWj6kSb/OVoy5PTFVM/IS5NPKsU1kAqGu1nVoqmiefsfLplmwp46aawMS2RrlTljnkQEVcGZaMSmDlNJ/PlYoJnloz9lEeTLbrc8vHJg7jG7NOTbS9z4seoSsvL1ZircIAmt2hyS2AL+K0kgW1WPIQehirAlsoenNu0srAm1Ia6U8j2x3G/r7kw95Z+vLOZTSN0rWFXmjysfLpeIklNxm5KVJicjkPu7wdoSkvVKoxGCWkpns+3FUOuXoo6msIU9vcg4TurGZ/dnhBXBkWj8XAzYD6IhA1fq6hKx9VqhKuX1I2yB0zKLEKP18sRrlGiKyLZ2LQyTSve0opGo6qF5bSIxRrAfBBRtipFozGYxdx9ORHptsgVNSRGTdOIaqfZKMZ1RGLQGeYsNv7Bkqv2AFhV7tCUlpfb0d5KF3ajTM86czj1IlGDI3e8vh/vbf8WU2l4vRuiSB2n59tDMvDtukJYmdzEAdvCIql1ikpj5gg4aN9LBHbB0Mi5S0TCUTMbVomLqdUUrQDPylLPfeRzdT1BVxtx/tc6UW4gSbB4LcCqksQBdJwUukg77y20R8MdjlGhm8Lqe5sUTVITTRHnX9tJpIWOZ5VcbYZIUo+utAfr0FRrVEWkAT+aLtjmNo5e4WklRaMynUScuOLa/cXdDJmeulOIK4PLixVtJ6MqrQAndzJFo7HJbAxVpJybVuZ2OeDNdkBS6iSFfrDLn4w3mFp9qAlz9JKRm7EMXd5shlhGhWNU1J3C7T75/S463jQdddRRRx111FFHvYOON01HHXXUUUcdddRR76DjTdP3WUWjERYWtJKA8rUKA1vYBIrckUcmr751hmtW5KXG42CLqnTMPZG4iAoBBWtLFUnuWew8LFXYKUWlsoxcfLfA0SsmXsp5EB7sgPvQZxGLzqxnTx72cDOJthfwsaLUKHIdU6uZ2gm+XbDOHDahK8bevYSri66oqZvQtDJnUwH9OxuHvLiZUlQqmtaiyy2+VZBVOqdBhGuWXG2HnE+3pJWBbQrIpyL1+EGGo4nkjqa11J2Cpgoboe5k3qyGZI2GqdV7qKMYmWa16Agy1ZqbXUDdiX8+Pd9SNCpfu7xm6iYoa41X2xGm0vB4vBF9THuQIMB4kFC24rlbRS63oYDcZbXOMnOJK4NF7NH1EuvMET1qlcL0JOTUjfDM8mAL7UJHvI6FALfJUk9dqISFxWicEJUCoKgqLbeLAcudyyJ12eT2waKy91ZjXms8frrg2fkSz8vZ5jYXgx3r1KFqVeLSZOyk+K7oTcszHdcr+N3FnCI0RdLtJCIuDIZGjrG3NW8XA+pGQVU6Pry8p6g02k7myUd36HJ7SLO9epjQ9RLbF0Mct0SW+wOI8G4VCJBdqzAwc5JKJIF0pcVUG7JWR9caNLXFsUr6XqJqFYy9VVLU6qG/Lq0MktLgxe2UuhFQ1YfU42wqurkG45S80nj5ZgYg+rpKjXXocBLErGIHSep5fLIWx58s7KmxnaJrwsJsepmi1vD0EiRo94maplVIa51NZlPnwlaZ+gl3qwFFI+wf06owlIa+F+esAMqK73XuCavTtcQx8P50SdPJeHrJInHJa52oMJnaCUMr42oxQpJ6YQ91ot9qYqcC6mpU5LWOrVUMnYy8FgmkslXF4waWqUtcG3w8fyCrNJGYRCKsTB5SjxevTlDknl1mcb/zuQ99AGS5w9ErqlYhLk3KRiWvtH0iTeK9yYqyUcQ5KXdM7BRbrwXwVm4PSbJPX5yR1xqOXrIKHQytQTVFn5ipNtyHPp6fcx0FKIqwYDS55XY5YHYSokgdX17PyEuNmRdzEwZcjrYMrYzPX80FiFJtMPfAXIDAFxa2IncYA9Fq3+yt8HThcDHesslsRm4mrmN7IKRji6+9D4Ud61sC5hjYomuwrFVMtaYsNXaZRVFrOFolUm9GycdfeYMid0x9sTrRdvKhT1FXG54MtnS9xMDOmQ5jPKs4XOdvVgN2hcX9xkeWeyytZh5Ewu7XKh77W24jn6QU6dGTScRNGIjXpzZEokwXHWwXgx1TO+HJeEPdKcIK1isMtSGtRAJ0V1p766thaidke4hlUWp4dkFg5ywfAra5zSN/R5ibmHqNHeSsY4cwF0DRstQoG4XL9x6YOQmPfWHHOnrJaRCJXlO7YGynvFhM2KYWvl1wuwsOr+kHpws2uY2/78A7G4RoSsuzyZquk7mJA+JKJHnTSkBNda3hTTRgl1rI9ALEuu+TS2sdTW5xXZHkvHkYEmcmdavwfLoSdrOZoystSWHQIVF3CrZe4egVjlOSJwZdJ5MnBo5VElcGb7bCro5Kk/uHgDebIbvfmFPlomfPM0uxGpPY39NR+t/T8abpqKOOOuqoo4466h10vGk66qijjjrqqKOOegcdb5q+z+p6ibzUuLhYs04dDKVBpqfrJYZGzny+4+yjBYGZczHcEVUGD2sxYr+P/EPKZzoNMfWai/H2ML5/OtocerZsraJqVNJap6xESsQyaupaYWiIRFtaGZz4MbZeUZYqf/DRFWfTHUWt8Xo3ZGon7BKL2SgiKsxDd5KnC/hXVumoUrfvQJOZTmIso2bg5HzrzSldL/FstGZXWCiySIi9hS9WtYpvCwhdUWmElUhcaGpL2woA4Da3qRuF6UDAyqJCjGRHZsbD1uNh7ZOXwu5sO3kPA2xpO4mBmfOt+zlpZaA8TnGMimwP4VTVljA3D4kWVemYWqLvbR5ExKF16LlaXA2JUxNZ7tDUlrJSufBCZrNQANwKm6pR9gmMjj/07Eu6XkLTWt6shhS1hh8IGGmai8SgbxZkucFwmDIJUuZujG8UvPxyTtmqVPt0SNdJpJXOOnNoW5m+hy/upyI1tvXQ1YakFBA+V6u4mG1xDNHLZQ8zzoOQXWgzcVJuY3EMmWpN30s8n6xIcwGBvBjuuHDDg2W0zhzGdsqTkxWnVkTwVKRk2lZmmYgk0Xgg0jplq7LOHFxddM3Je1DdferhmSWK1DNzEtaxw9yJUeWOTWJz4sXsCov1zhUwzlrjvfMFSSTgdY/8HZ5eskxcilIjzCy+8vSGYg+VPPFjFLXD2Xc5DhzxHGuqSAyOnVT051kZjweiZ03XGl7dTLDN6nDO1Z1M1QgYnxfknHsheaXRNSKJVFQap0EEgKHXe9ChSLW9WQ25S3zGTiosJbURPXGdwndeniFJcOpGnHoRD6lHWFh8fH4vOgWNgqIV9t82t6lrhU1iU3cydadQ1irh1sHRRT/bi81YdL2pDcvI5RtfPsLWa1yzZJdZBHpBYOZYg4KhlSHLPefDHa5Zktca54NwDz5UBDyyVrkcbFlnDqrS8fliSllp3NyOSGKTqDSxNZFianuZqlVoSoWnjx8IIxtfL5mPIsLM4vF0w8jMGJkiGWlpAgQ49lPqTqFD4vnpksDMSUqD6STCt0QPYbhwud4NuAkDpichstqxCh2SWse3CnyrwNYrrh5GRIXJLBDnStGquEbJ9GKLrda8N1zRtKIzzFQbxl6KpTWYao0s9yzuA9axsM5trcJUGgZOztjKCLwcRe4Y7+2gVerQ9xKL/TXgbh2w3Ln0ncSzk9XBZr6OA/JaY7HzmNoJM0fYeDMvZhykuHpJW4i1C5meqDR5uRkR1wa3qc/ESTHUlrzWiHKDD8dLLK0W6VNfWJma3HEfe8S1sLNubkZcDHficWbO4XqsyN3BGi9a9dCb9ni8oe1kDKVhfrrjsb/lm6/OMdQWTy/RtZYPpktco0KROwIvp2kVrj47Ia11lrlDVote0dfLEbLciWttIc5T3yooapXTIDr0m75cjdHkjqzWSWsdU22wNXHO+VYhILpOzCazcfRSpHtD8R7x1dM7JKknrgw+/d1HxLlJVunUncIHoxXJax9Z7fiR01smVspD4h1WXu4iX1yD6Hnk7xhYOZLUM3QynpytBED5ZMfqZkCUWPhWSVyaXHghwSjFtUrG/9db3n/0QNdJrCKXslGZeCnJvnPwXXS8aTrqqKOOOuqoo456Bx1vmo466qijjjrqqKPeQcebpu+z3nYqxYVBlut4eomnl2TVvlNMbagahV1ucR/5vHqY8PhkzV3ki9GyXpFWuhgbOimbzCbMTbJaJ2s0Zvt+qU1u4xkFlloz8jLyUlhTz2crXu2GZFubMDNJSoNl5DIfRVzFQ2SpJzBzVKVjnTtUiX4AwqlyJ5I3rcoicZm+BXJGwvrRVQEENJSG2ThmFboktU6UWISZxWafOqo7hWL/eECMeMPMIspNbL1G1wRozdYrRnaGoTTC5jILLK3m1XaEprWcTkJkqedxsGXqJ/hWwSpzsPSal69neFaBo5dMg4SqVfj8ak5SGYzcjJmboMgdVa1ydzOi6yWyQietdKaTCF1puXBDnr9/x4cnCxS552Kwo+1kPl8J6F1Vq7SdLJKKpkiVJY0Y46pKi64LmGTfg6nVVKXKiRejSB2WWWHrFW0ncZ945LXO6DzkYeuTNxqPXPGz5k7M0Mr4aLJg7sXYVsViEXA2DnG0ig4JU61Jah2ZnhMnJipNuk5mlTr4fs7tLmDuxsS5QVbr9K3EOncoUl306yUu/8t/fJ+qVQ72733kMzAK/rfFI5JU9KGdD3d4Zrn//QTwdLHzcPSSslEZmdmh624VO7SdTFKIhGNdK1SdwovVmJMg5iH2eH+4YjoUY/rLwZa80fAHGYFVkNQ6t5FPUYm+OFOvudoNsbQaRe5pepnnU2GVOHuIa1oZRDubi0crDLXh1ItEMq8WvXm+UaAYLb5ZsAlduk5CkztUpUVVhP36rddnFLWGtDLY5gIwWrYixTZxBAT25mHIcu1xPtlx/zAQaU+55dwLebUbEuUmp6dbBmbON67OKRqVUzeiaIT1qikti8Tlajuk7yWaTmYSpHh2IWyQ11Msvcb2ChytEud3YhzOGUNvsIOcqlVQ5B5br7lLfF6vR1SFyqvFmDQzxO9eGAzMHF1ucdWKqZtwuxhgaI0Aw/YSbSfjOQW61vD88oEPLx6wtYqb7YB17rBNbeZOzGwc8xB5PJsvKVpx7He9hCp32GpNXBnEuSGOfaVFU1pu7sRrdh/5mIqAZE6cFM8oWMcOZ482nAUhAztHV1vmo4jAyw/XhrgwGJsZ42GCa4hjL681osLE0UQ6SpZ6osokqzTaXiLKTZJCPA5Xq+g6iR99/4p5EHHixdSdwl0i+gW/sxDw18eDLdU+GZmkJrvMwjeE1TPyhY3+eLKh6yXOvZBNbgs45k4kN7elhb6Hipatirb/5w+f3OHoFZtCpMkkCdJKAHuLfSK47hTKUuOzzYS81ng62Ihe0V7G0ipmbsL1w5Cul3jyaMnVaiQSuqWGrYm1g66XsNVaWGqp6EsrW2FlPx2I5Ndy67EqbJ5fLDh1BRB5aGXcxj67zGKXWSSZIYCVs/zwHO9Si6vNkEmQMrIzwkxYc5Lc895wBSC6C7WG1w/jQ0qwahUCvWBXWAISmrlEufie372dEz54VHub9ZPLO9pO5nc+f8x96KNIPe9/5ZqBk+MaJWMzY1Na/PCPvuSHzu/YlAK0O3USRmbGZuUd1i0kEYzlPvJR9xDaq8UYxy7ZphY/9MEbuk7CMwraXuIh9VCVDkXqeHM/IqkMPLPkdBASrVyxQrO/Lr6LfqBvmn7xF38RSZK+589HH310+PuiKPi5n/s5xuMxruvy0z/90zw8PHzP97i6uuKnfuqnsG2b2WzGX/krf4Wm+d5yvn/7b/8tf+AP/AEMw+C9997jV37lV/7/8esdddRRRx111FH/J5L6P/oB/Pf0la98hV//9V8//Luq/t5D/vmf/3l+7dd+jX/2z/4ZQRDwl/7SX+JP/sk/yX/4D/8BgLZt+amf+inm8zm/+Zu/yd3dHX/mz/wZNE3jb//tvw3Ay5cv+amf+il+9md/ln/yT/4Jv/Ebv8Ff+At/gdPTU37yJ3/y//DjHdkpjSGhyB2K3JPs6zx8oyDeL5tlhY5tVoydlLkfkdW6+ITUKiwTF98qaFqxjJeXOufDneBdNBpfpg6G2uAaJa+WY8Z+iiJ3lLnGR7MF11FAXuoE05jAKqhbBcuouXkQ7ezfuZljWoLxtE1tnj9+oGg0fLXgajMEILALLK1hnTrUjcKj0Va0oO/x/GLBtWUSJGLZfBhR1iqL2wFPnyxQZDFpEVM1FUMTn0BdQ0zcylolvXE5fW91aM6Olg55oXE2DqkbhQ9nC6I97+k+9TDVmttdgG+JGo8Pnt3x4n5KUWu0ncTIzdBn7aFWxlJrdKXF0GvmlxFRZXA+3NH1kmiODw2SQhdTKSshMHPSWufjkwe+WAt+UZlrKG52+FQZJyb/KbxgOBSMG9+LSSqDvNDpOpmL2ZZXyzGq2jJwcjS5xTAFa2VoZVStgqXVVI1K1uhcDreockdUCoaKLPXUjcJgnIhag9KgaWXWmUNVK+hay7krlu3fVjaorVhw7XoJQ2/QlJbpNBKVMr2Y8kW5ycWHD6xjh9zQ0JVW1BZsxnw0XvLt5oS2lVHljrxWsTTBWlKljmptkTiikiOuDIpKJYxHnI5FLYxjiEnAdJCQVAaBXXC/8zH1mk1poasNu9RimbmcODFjM2OVOySV4KrMBxFJaWDrNYuNh2uKpdeqUbktBOMlsAvxibvW+eDRA59+es7FsyVlrVK1CkOrZbcPC8xHEWFuoqgtp35E08liUpGbqIqoInrk7widlKg0D8v2aWYQxhbTQcL0LBGfnFOX8TRCVxo2mU3Ty8SRxWwcE+UmMy/mw/MHdoX4VPzI3xFWYorxdgLpGcX+edUYaxWL1OWDZ3e4WkVRa8SV+N3PHt2LRfA9L8rSahZbURd07oV8sRkz8RNCVfysmRdTNBquWVJ3CovYw9xP6S5PNjxEHsZ+Mny9HmJbpVgs1yqiymCT2dimWA6+HGyJa4NdanE+3FG2KobScOZGGEojal12Y7pewrNKrt9MeP/pnfh0LonJUNPKgnmWmESRxdP5inY/wf781Rx/nPJ0uOEbXz4iGCcsYo+qUdDVllXuHHhRb1ZDzsYhF37If355geuLKhOAsSMWz2V6FFm01C92HiNP8NLSyqDtJRy9YrVxmY1juk4Wx3GniDDLPvySbmzc0foQyqADUxGL/kWrMnMS8lo8v5rScvVmQn8uoe+nEmktpkDNfhq32Hp4boFjVOwSi0t/R6NV1K2CZ+ToUxEkuNoOeRUO91NsCd8q6XqJx/M1RaNRtiptI1O3CjMvYZm4DOyctpN5uRuhKy3K3hFQ5I6wsHiVjngy3vC1y2uiSkyby1YlKY0Du6vvoapVHo0Fe2psp3z3zZypk+DtuVa2Kqa9/f45VOSerpdF4KSwmNqJuM6oDf/p80tMv0QNxOJ9VJr0PVh6jSz1PJsvDwGS690AVWmZuQnFSOU8CJHp2ZUWVauQ14K7tYpcHKskjC1cpySSWwZWjqk1XJ6vyCuNu3XAOEhZ5Q6OUbHOHLpewnVzpvtF/azR8FzBIDTUhqaVmTkJTSfDCDEZbxTOg4LLS8Fdk6TvHaT8t/QDf9Okqirz+fx/99/DMOQf/aN/xD/9p/+UP/JH/ggA//gf/2M+/vhjfvu3f5uf+Imf4F/9q3/Ft7/9bX7913+dk5MTvva1r/G3/tbf4q/9tb/GL/7iL6LrOv/gH/wDnj59yt/9u38XgI8//ph//+//Pb/0S7/0/9NN01FHHXXUUUcd9T+nfqDtOYDPP/+cs7Mznj17xp/6U3+Kq6srAH7nd36Huq75o3/0jx6+9qOPPuLy8pLf+q3fAuC3fuu3+OpXv8rJycnha37yJ3+SKIr41re+dfia3/893n7N2+/xX1NZlkRR9D1/jjrqqKOOOuqo/3n1A33T9OM//uP8yq/8Cv/iX/wL/v7f//u8fPmSP/yH/zBxHHN/f4+u6wwGg+/5f05OTri/vwfg/v7+e26Y3v7927/7b31NFEXkec5/TX/n7/wdgiA4/Hn06BEAm/1Isu8lHvk7TLVhZAqehKeXzJyEsZdS1So3mwF5o3G3CsgbMarve1hsPVxDLEGq+zbpolZZR8Iuc42StDJ4NlsRFwa2VvF4vmZbWKhKx8cnD0gS1K0YSWtyy3CY8mo7QlY6sluXvNKw9JpF7KErDdvcxrVKpr5YoO56ibMg5NFoKypA9BpJ6tkVFnFhEBfGYcl1HTs8CbbIxr59vZP3iHoJU6vZJDbvD1dUjYoiicXciw8WrGMHW6253QY8e/rAdCCW3A29ZltaJKVBXmpklWi2nngpll6LZnO5xfNyyloVPKFasEtUpaNtZRaJy00Y7FkpDQ+Rh6603GwGTIOEs0cb3p+s6HuJmzQABK9lW1qcBSEnTswnj+4wlIaul2h6mcvphvfPF/hGwTpyaPbPrST3zH1hZZyOQlRF1Leoe5aJrjasUoeBUXBzPcbRS16HQ7a5jSz1aHLHIvZ4sxlSPNiAWCw31AZV6di9DrCMmufDNb/14imfL6eMzYyi1ljHDnehzyJ1D/UidadQtQqn8x0AQ0fU2Jz4ok3c0iqmTkK4drmKB1wMdjStzJvtgJmbYO3ZSIrcMXu8YeKkPIQemtJi6g3nkx1TK+XmboiutixTF1OtWUcOtlZxPtwxdRNhKzYqsyAmrzS+fXPKbeyTVjpJqTNxhQ05tDKySmM2iul7wa4aWhmeWdK1sjhW923lSWXw1Y+vWEYull4ztMTCtK1V5JVGUurEkcXYTwX/pjSJSxPHqAjMnKEl7MHbXcCJK36eIneM/ZSulUlLnbvQP1iiTSuzzW0UWdihridYZr4llrqbTiarNFyt4sVmjKGIMf/Mi8lik0UiWEAdEm9CsaC9SFy2hcU2tmlahXXsoEodUS4sF88oCDMTWe6FnVSazNyEsZnR9RKK0mEqjWAn2Rl3m4DAzsUC9PUQTy8ZODmSJI7BHz6/PRyTb4+PYP/400oETHaZxcDJhf2yt6CaTsbaLzIHZo6jV4SZiREUlK2KKnX4g0yEKoY7skrj2cmKi5mwnc9HO+4XAVZQMHZSilZlvj8mm1amyjQUpWNm/94SeNfILEJRaTSfhSJg0Yil9Lud4Ca95fNYRo2qtnhGwatwKDhwcoel1vzI4xs8o6BpBBfrLvJZp/uKpEbBnyQUrag/GuyDMa93Q9aFLaqblIZl4ooam15iNg+pGoWwsEQlCT1xaR5qq5pE2N5lozAbxESVIYI+VzPuEp+7XUBa6wxs8TwGds7ES8V5s3MPVvxy5fPxuXhvcrSK98Yrotwkr1UcXZyXvlGQljp5rQlO1d6qv4kDlqlL1QgmmKjQEdfi0yA6rHm0vaipOT/ZEpcmz4INb1ZDUe/kZAR2zvV6wDa1uE4CEaKpNJJap+/B10pOz7b4dsF1HHC9HbBJxHtEXmncxT5fXM/YXAcklUEWixWGdebw/njFNrdZ54JBdeLGAEytlJ597da+JiwpxDrLphAVOMs3Q2R5H7xRazaxTV5q9D3MvRhfLwWXbM/kkvbL3eudy0Pisc4cJAneG6x5f7xinTnUrXhNVen3zo//nn6g7bk//sf/+OGff/iHf5gf//Ef5/Hjx/zqr/4qlmX9D3xk8Nf/+l/nF37hFw7/HkXR4cbpqKOOOuqoo476n08/0JOm/28NBgM++OADvvjiC+bzOVVVsdvtvudrHh4eDjtQ8/n8f5eme/vv/72v8X3/v3ljZhgGvu9/z5+jjjrqqKOOOup/Xv2f6qYpSRK+/PJLTk9P+bEf+zE0TeM3fuM3Dn//6aefcnV1xde//nUAvv71r/PNb36TxWJx+Jp//a//Nb7v88knnxy+5vd/j7df8/Z7/B/V89FaVE/EDi82Y9JaZ53btL0seB+5Td9LjJ2UgZsR6AWS3KNKHU0r83i0ZRykbFNLNLdfeYITo7YM3JyxJ1I/nlGwzW0uh1t0uSWvdQy1YZPYRJXBiRuzSy3ySiPKTWEPmiXvz5dMn24YWDmy1DN2UlaJyy60sbSau3WAqdZitN3J6HLLxE5F4qvSSXNDYPvVlk0irKSxl/LN+1M+ePSAInfchT55raHIHdeLIRMv5ToJ0JSWTeQQXgc4WoVnFywzl8ARj0VTWi68EFuvkelZb11UpcMzS1xDjKZleupWoWhVzr2QsZdy4scMrJxtKm5yfasgL3WRcNNLXq9HjNyMbW4z8jKkfQVBVBmiaqNVOHMipoOE+53PbRhwEwfsSouyVclqHV8TKagXiwnr1MEyK1ytEjUSrcxD7HG1GZKUxqHa4vVqJFg7kkhSfrkd408SBkZB3ShklSYSc53M0MnQtQb/IsI3C25Wg4M1+PSjOwZmzkPm0jUyH84Wh+crsHM+nC5R5B5dbXkIPRRZjJqzSuPMjYhyk21uc/UwIqt01qlDWFjoToVvFKhSR2AXZDvBDqtalWZvUWhKy23k82wijmtDFWlHVer48PE9IzMT9R29jG1VoqqlVYkKk6GVce6Fwo6LTTS9QVcF76huFNFUron/RySEhFV27oU0ncwycnHsEkXp+M6rU16vR2hyy6utqJow9lygqDT58tvnOPtjRDeFdZUXOrLUi6b7RuXNasiusDhzIs4GIUWjij+VJtKgwwTHqJh5CU0r8/Fsga3XTJ2Esla53/kM7Jy0FByeslF5sxkysjM+fZgxdDLWmcOToeDmPD0X9RWf3Z6wjFw8s6RpFSyt4WoxYhIkonJiELHMXMZuysv7CQBDJ2cSJHyxmog6mszBVBoco2JsC6trU9iktU7XykytFEevcCcZy8xFU1rSUmegF0SVwcjKWEcOD6nH0MipGhVTrRmYwtaT9s9TWFjscovbMOB3b04pGhVHq3h9P0ZXGtpGpu8kPE1ULT0dbnD1ElerOPFirjZDAr1gk9ncbAecnQgeWdWqfPryFABDbZkHEU/OVuSlxrqwKfb8LyTwbWGBVq2wmT1DpLsmfkLdCNZY28lc+juGTn5YQxAJSWGZvg6H1K3CfBShyS0jW9hOF17IeJCItGRhMbQyvvzsDFkSPCxrb3fdxAFtK9O0iuCzFbpYiyh0ikpj7saYas1kb5ueXmwFk6lROLET4tLkcrDl4tFKHCuZxtQS1Sthbh6uZZrSomgtczcmLXUuz9bcxAEjM+O7t+KD/XvjFd6+TifKTNR9ZdXYTslqnWfjNVFpskstTLXB0mvOB+GeMVcSZpbg4qlixUKRhL27TW3u7wfsKpOhl/H5dsIycqk7Bd8tOA0iXL3cJ1Rz2l5m7sZ8uRsDYGsVMyfhcrTla6e3Ig26s9DkFn+Q0Ss9y8jlfL7lK6f3uEbJrjRx9BJJ6hmZ4pqsKy1ZozFyRQpyaGVcuCGeVTKzEupOVAP5pzFjP8U1RGL0bCh+R1XpSGudppMZWhmv1yPWmcPAFO8rqi5S1bZeiUqnVuU/vbpgaGVMrJTAzA/Mq3fRD/RN01/+y3+Zf/fv/h2vXr3iN3/zN/kTf+JPoCgKP/MzP0MQBPz5P//n+YVf+AX+zb/5N/zO7/wOf+7P/Tm+/vWv8xM/8RMA/LE/9sf45JNP+NN/+k/zjW98g3/5L/8lf+Nv/A1+7ud+DsMQfunP/uzP8uLFC/7qX/2rfPe73+WXf/mX+dVf/VV+/ud//n/kr37UUUcdddRRR/2A6Qd6p+n6+pqf+ZmfYb1eM51O+UN/6A/x27/920ynUwB+6Zd+CVmW+emf/mnKsuQnf/In+eVf/uXD/68oCv/8n/9z/uJf/It8/etfx3Ec/uyf/bP8zb/5Nw9f8/TpU37t136Nn//5n+fv/b2/x8XFBf/wH/7DI27gqKOOOuqoo476Hkl93787P/yo/6qiKCIIAv7g/+v/wWAIeaOJMaVeYioN/8t/fo/z95Zocoul1dhqzatQwCSbVmbipMKqaRVe3415fLpmnTp8MFmyK03uI/9QceEZBbvcwtlXrsS5ydhLmdkJ11FwaGkHgZofOpkYkTcKZaOiqS0jK+OzF6cMZjFnvkDirzPREj6yMm52ATMvYZPZSPtKkSfjDTI9ny+nfDhb8GIzRpE7HgU77lORTms7mTAzD6PWKDcJbJFCVKWObW6J1N3eipTpyfaWTtsJC3O5c3k83RCXJoGZ42oC0LYrLQZGzmcPM4Zehq42h/STswcHWlpNmFlUjUJgi5qVvNZRlZbrNxPG8/BQcZCW+h6emDN3Y+4TTySyjJyk1lmlDobaMrQyzuyQb61P0ZQWVy/5/GbG4/maReyhKi1PBluiyjj8HlWrMLZT4tKkaFTqRqHrJH7o5J6ml7lLfO4fAp4/WohaBrnl9TfP+fBHX/N6M6T9ZsD063f0vcTIzLhNfEy1Ia81dqHN2XRHoBfcxAFRaPHxxT33qUdVi9fX0mriwsDUGtr9852kJk9ma/GYahVTa8T4vrBIcoP5IKKoNXapxdPJWlh4qhjjm1qNbxbchT59L/G10xvuUh9Hq3i1HTF2BSx15sWklUHVKmzWLpdnayy1puslul5CV1oeEpE4kvbJQVOtuXoYYdoVT0cbbuIAU23E2LxReX035r0LYbG7WsU3b055frLiNgyw9BpdbbD21pJnFJhKQ9WJWh1vkDHzYsp9M/wqdjgNRP3K2Eq5S3xO3Yj71KPZ2zFPhhvuU1HbsNvZPD9bUrfCTtwkNvNAADnLRuX5aM26sLnf+Ux9AUQ09q3vu8LizI3YFKJeaPNmwI999QXfup/jWQXL+wGn5xvWkcPYT0XNDT2+KeyptpPpkKgaFV1tCPSC+8RjcTdgchqyXnl8eHl/OLc2hY2tiVqYtpMpG5Ws0Jn4CZosUrieXrLMRKJvl1rMg4ioNDn3Qh5SAciUEUnfb12fcjnbYGk1L1djnk7WmErDl5sxtl6LBFMm1g1+aHbHd9YnDK1sX++i83y8JtnbQi/W40M1z/PRmtfhkEf+jtvY58yLWBc2xj7FO3USdLnlm9+9ZHQeUlQqpt7wyN/xzf/tGZdfvWW3T73dbgPORzuS0kCSYBvbjP0URy+x1Zo30eCQrqpahRcvT7BHOZZRY2k1utLw6ttnDJ9tGdspvl6S1Dovl2OQwLMLLrwQgC/WE+Z+hK3WfPt2jusUh2tn0WiH83zqCnjnWRDyej3Ctws8Q6QVd4VFul8dePv8vb0WAlzvBnzt5IZNKZK1t4mPTI+l19StqOgZGjkvtyPyQueDkwXrXAAeba3i9bdPGT7f7iucZDSlJSpM2lbmcrA9XGt//3FaNBqS1PPI3fE7N4+wzQpTbag7mb6XGFoitVm1KlFuYum1qAraeWhaw8xLKBqNEydmW1p4Wnm4Fs39iLzRhN2v1gzNnKgy2BUWllaTlAbPh2uqVuE28dHkjsDMRSo7cw7HwrffnPLe+YKul8Tv0wsrztdLrqIBAP0evDmxUm5ikfqLIosfubzhdTgUNmmriudpOWLoZaJ+qjJos4J//3//fxKG4X93P/kH2p476qijjjrqqKOO+kHR8abpqKOOOuqoo4466h10vGn6Pmto5sSliaGIzrGiVXmxG3H6fMX9xkeSRFJumTvMnVjYEJbo/fn86oSs1jmfb8lqHVOrD91GAI5eEpg5r1ejQx8TQFWo7DKLq2iAqnSsUwdfF910daMQFaZIbWQWJ14sLLTCwhllSBIsUpes1om/I0aYbzZDHo+2OJrox3sLr7uNfKpOYeDkvNqKJm5ZFl10b8F3TSfjWwWbxEZXGnyroN33f6WVTl7qTF2RUvpyOeHL1YSXn59S78e3mtLyIxe3rFKHEyfmZheIkXKnCMhaozH0MoZWRlyIJN9D6LFKnUMjemDnootOFf15i40n0kJBcWgqN9WaUz9i5Ga0vTgNRnbG/c7n23dzBkaBqghIWlhYFK0mRt25SVhY/MjjG+pOwTNL5l7MZ8sp61QA29pOYrt1uI98YS8aJWM3ZeDk3KY+y9whr1UuzjYMjIKmVchrnfe/dsXVdkhVqeg/IlJHdauwykUS5K2eny5FIqbRyAqd4TCl6hR0pcXS60M33XkQUjYKWaFTVhrTgehUC8yckZ1x6kbktY4iddhmRdWoOLoAnF7vBiz30L04tMgqnRe3U/GceClFK9KRRSvswDA3keXuMKZ3jZJgmKLJLavMIW+0A3TTUBvGdoqpNhSNSCc6bomqdGSNhmuUFI2AJ1pajaT07HKLTW5zn3o8na0Z6AVnQSgsLalHlTvRKdUpov8tt/jKkxsuB1tstQYgrzSqSj0kdDaFja1X6ErL+l6AUNtWZp07KFJPGNloZkNcmmS1jia3ogdPFR1vjwdb0Seo1gR2zi6zeBwIm6XrJQENjAaiKyw1mT8RyajH441Ic01FAmvsp9haxXolbMu4NA9dk87emn5rb7pGySfv3TAwc55fLA6t92FlCkDpvj9SU1pO3BhdE6BKdw8s3RQ2cWFw/zDgdBDy6mrG1El4tR0R5wY3qwGL2CVrNC5nG9apQ1wZGHrNQ+Jxl/iMbHFuKXKHqTXM/Yj7zGNoZeS1jqMLmGJYmVwtR/zu5xdcjrZcDsRz03SygKuWJjMn4Vu3cwK9YLdPs71aj0hqHWuSEacmkiTOqbA0OflkQVrpTJ2EbW4RODlJaTCyMzaRzcV4yya2cbWKrpcw1QZbr7naDMlrndnZDtcsMdSGZeSyTh2efHKLa5TchgGvwiFprWMaNQMnx9JqbmOfrNG4GOwoGgFpfW++ZO4JMON95KMrDXWjMLLFKsTMi4lKk+eTFUmhs0xcrnciEaupLXUnoJvPR2uGTs4idalahYmb8F+Wpywzl2++POfMFU0TQyNHU1rWiUNUGURrYem+2o6EFalVNL3M/MOl6NzcA0rXibC4Jm7CTRxwH4rH+jZpvYg9JlYKwKpwOBuEdJ2Eo5dEiUWcmlxvBwwM0WE5dDKCPaz5o/kDgV1wvR4QFwYPqcfUSvnWq3NhM1sFXS/t046iTzHaH9cDMyfQC6ZOwm3i883vXDIwc5Zbj7TWBZBWrwgL0VvZVwp5o1E0Ghd+SFmrmEpD0aqYb9c0pI6BmfPNLx7hGuUhRfz730PfJpLbSvQeJrVOh8RD5L3ze/zxpumoo4466qijjjrqHXS8aTrqqKOOOuqoo456Bx1vmr7Pekg9TLXmZjug7SWuNkOqferBMGpMtRHb+p2MKneM9n1S29JCsxp0taFqVNJSx9iP1tPKYO6LMe2LxQR1n47Kah2AySghjUwG+7TRiReTNRqWWeFYAkLX9RKuVZJUBr5ZUNQqda2Krqs9wMx8P6LtZcZeyqc3J8S16JdzDfE9AGSpp8JPMKwAAITxSURBVKhV2k7C1MSIPqt1Xr+cAewBhT1TP0GVO1axwy612GUWli5G3svExTcLZkHM0M3wzyIcvaRDItALklrHUFuaXmbo5Ohye0g/TcyMolb57PqEZ8MNllYhATMnYRHue6BaBUXuCDMLQ23QjYaqVfBtAcm72wXoSsunr+d4RoGl1Swzl21u83Sypu+haFSixOLL5QRHLw/2YmDnBxsyq3TuHwasMgdV6Zi6CXWrIEng+TlFqXEbCpBnXmm4enkAQxaVxv3GZ50Lu6TuZF6uxpwFIT9ycYtvFexSi6pV6Pej5aoRHWDdHo76EHkMnFyAMmuduRNjawJ+GGYWi9RlZGec+DGOJcbVeaOhyh2324CiVRlbKbracupFjC0BTvWNgrkf4TpivD4aJ3wyfeDJqejqi3ITXyuICvOQiMtykV4CeB0OMZTmACS1tJooN6kalbJVqVqFphOXnraVMbUaTW0xtYZXtxOySsdUm0M/1eVsg6p0yPT0vcR95HOT+tzHIrFZNSpfLiZYWn3o4ytqjesoQJU74soQPWlmge8WvFqOiSsDUxUww6pVGMxiYQ+5GZZWcepGjIKEs0HILrUoamEjFo3KrrTIa5W4MriJA3S5Jat05n7EVTRgZIrk6KqwD8mjZ7MVllaxSy2aTmZmJrhGxcvPRCKz7hR+7PkVAyvnabBhE9vcPwzEa/0WLttopJUhLLnE5S70SUoD3ygYm8Jq//jkAVUSz1VcGTwKRMqyaMXjdfWSoZPx/NEDaWUwmIlUma41PBlveDTZYhk17b53ztIF7PG90ZooEcDS13fjA1g0LXV2uUVUCmBj3cncbAZ8eT3DUmumgwTFaigbFV8vOPUjHlKPvNFIK52iVfHdAlnqufBCslqn3x9TJ37MwM24GOywdWGxXrghRa2xSFxco8LSaxy9omxUZKWnaDTORzu6XhIdZHugpGXULDYeIztjtfZEb5teCzutl0lKA1MX12dPL2lasVKgSh2XwY4X99N9B2HHDz+6YZm6uFrF9W5w6NnU1JZsDxm21Zq+l6g6keI98WKqRqTstp+PaDsZVy+5S4RdlhU6qtxxtxM2cd+DP8x4sRmjqwLYGRUm741XbDKbD5/eHfpBXz1MGFuZeC+wUsLMRFdabK3iYrAjLAT08sSNeW+ywtdLskrDMmouB1tebkdUjaAPKXLH89Garpd4Ml0LuKzc8elyShxa3K5Fn5wmtywzl8XG5/9yeUX5mS/SapXBh4/vDmsCb997ykYk9gCWoSuuA53CfeSTFAbePGGZuAR+Jo5fqadqFB75O2ytAqknrzWWocu6sFGVlhfrMVFpcr8ODp2si9Tl/GK9h7c2DAcild62IpmtyB1tL/PkbEXXSxSNhqeV+Fb5zu/xx5umo4466qijjjrqqHfQ8abpqKOOOuqoo4466h10vGn6PuvUjag7hVkQM7IyNLVl5iY4WoUkIeBmlY4idzSdzJtoQFIa5LWGbYkxb9tL9D1sEpu7xMfRS+5Cn6zWRXLMyRkaOZ5RMLIz4tzg8kyA56ZOQtdLXG2HjB2Rimhamc/fnGCoDVmlYSgNptZgmRUyPW9WQ9L/dUK6s6hbhaTU6TuJtpNZxK7oZXqbQGo0PLNE11qSQsfRheUg6R2WUVPVKvcvxtwuB6hyh28VuHso5zpxaHuJkZ3hahWq1HHmRgzsHF1pGZsi0VS1Cm0vke7txzfRgPutz8PW49vLE3yr4JNHd1xHATfbAbYpkiNNI7PLLJH8yE10rcHQGk4HoQBDVhpvtgOeTtZscxvLK/eJDJWpnTC1E6p9X9Uycxl6GY/HG1ytwlML4tg69LQ9pB5xanI63xLGlrDTCtF9lxS6AMtpDQCm0uCbBWFhUe8BnpZRE3ii80iRO3SlZRbE3EciXbfLLDyrpKoV4sIQvW/779d2MutUQBp1teH98QpXL8n26RJV7qgahTQ3GJk596EvUmhSjyz17AqLR+Mtm8xmV1r4RsFt5LMpbOaOsKm+fHOCpTUUpSbsv0aj7WVcs8QzSzaljSSBqTakpc6z2YqBmaPIHVMnOTyGgSFAjVmuE5g5WaWjyR1XizGbxGboZDhaRdtJxLnBB48eSAudrNIOVmRcGcIeLXU+HC64HGz3yTqRwstrlQ9PFuI1Vxtss8IxKoJ9esdQG6LSpO4UVLnj2Wy1B63aAvTZqlhajSL1rEKXh8hjkbnC6ksdBk5OEpukpUhtgehPG1sZp17EKneYuglv1kMGZi56+FQBsK1aVcBcO1lYJmYlbE0k1rHDxXsL1onD/c4nqkS10xe7MWM/xR+mh3QggK+XFLVK10uceDEzT3SxvQUGju2U7y5m1J1C2apc345ZZi7LzKVulUO6tGmVA+Tv1BPXK4C0FteltpO53QnbMcxMrq4nfPvhhK+e3xFXBu9dLKhbhWCfYJw4KRM7ZZPZOHrFo/GW+SxEl1txbJsNr26m3GceSWXwyN8BMLByvnw1JzBzVrnDN9+ciRRYKdKCb4/52zBgYqUocsd/fHOBrjUHkO42tdkVFpLUU4bGwX55Ew0ERLG06PbJqg/PHygblR96fMvQyhjZGVEpbONH/o44M0lKAbUduRm71OLETljmDh+d3ROYOTI9X6yFFfwmGuBbhUj8XU+pG4U4N1imLl+uxyw2Htn+Oe16iZMgRpE7Tj9e4JsFn12foCotSWlgmxV5owl7Ve7YhC6OUTF0Ms6ciLvEp6oVklpn7sXcx97hmPjk/I430YCyVklqnR+e32GrAoa5zW3SUife27qbwt6nMCvaVuZNOEBTWzSlZZm6LGJx7KeVwRfXM869ENcU0NnLszVDL+P2zYhFLNZQNL0hqQ0e/8Fr4lx0eYaFhaXWrCOHFw8TPL1kYOcMzZz7yGfspwcLrmlldE0k2upGYbezMdSGqZ1gaA1fbsfUncKHT++wtJoPTxYYSsNlsMOzSnyj4L3TBWNHrBZo++N3E4u1B5leWKBaQ9Wq3O4CFKmjalUGpkgkLlKX9c595/f4403TUUcdddRRRx111DvoeNN01FFHHXXUUUcd9Q463jR9n3UdBaSVTlIaNJ1MVassEpcvFxOSlehpGtki6VB1CposIHR9L2HrNUmp8yTY4hgVeWLg7XvSno42uHpJ08nYWsW2tETHU2Uw9RMUqePbV6d8fjtDlnpmnvieZ25E28l8eHlPXmtUtYqrVdhaxdRNiHMT1ymQfyTk9HRL2agkqckPP75BkTsmXsoqdXi5G5FmBlUj+od2S5emUQhzk6mfMJ6Kn9P1EqfPVyiqgA1uIocwtbD1Gt8q6PeJhVXuYKgNSS2sLIBv3c2JcpOXVzM2X4y43/miw+s6YOynaFrLzIt55O54Ew4wtIYPZwvC2KJsVFynxLcK6k7hPAjJCh1Z6lnEHp5RkEQmj4a7w2v1Qyf3eHqJJndUeygiiIRg3wuYaFbreziazGwUMdxbUKZWMxuI51jXhW125kaUjcLT0QZbrwjsgsAW1gOArVX4hnh8fQ91oxxSN65eEugFstxx7oQM7BxHLw8j+qzSKWuVvNYJjAJTq0krg21q8+V2TLI/FtJS5812IHrGLJFEfAs4vFsH7DILWerx9xamvYcATpwUQ2mIa5HsfHK+ZJdatK2w5O5Tj6vrCatQjLGzRkPfwykHds6r9Uik5AqT1+sRptIQ5SZfbsfIUs+jyZaul3g+WDO1E57Nl1hGjSJ1LFLxPW2zYpPZGFrDiRezykSnVl6KHscsMvnt68fsSoumF/1+qtRx4YdkjcZ74xWGItJPutqgSB2m0rDKHGy9wlJrbK3CVoVVWVYqnlEwt2N2qcW5F3IyjNC1lpmdYGo1qtKx3LlMRgkXA5HK2mUiTSfTE5XmodPtbWrrPvb4cj1G3dsyXS+xKyw+fT1n6iRYes2bZMDETzi1Yxyj4v3pkrJVWWeOsHsNkbi62wXkjcbibiCO0QeR/HqbPlPkjm1hHcCqVaaxy0Tq8sn5El1tOHFiikaj7WSKfY9d0ypsMpu4Mjh3IgZmTl5prDOHvodHoy1hafLBdMmHT+6YBxHL3BGvQ60LiG9lHKCZstQTWAXLyGWZuEhSz6vtiImV8ni8YTYLuV4PqRqF372fo8ktcWkyO92xTh0uvR1dLWzCy5MNtiq62cpapdwnFd9shvzwxS1ZoaPIAtIKcO6Fwt4+3TG1UhSpo+sk5raww8pWJauE1T80BZi3alV2hUW5tzvXhY2mtrw3WgOix2zoZnxnNUOTW5HmzBwkSUAbb15O+Hj0IAC+WsmPvnfFYA/VbVqZR8Mdl7MNIzPj+naEKnfUrcL9OkCTW4paYzKKcbSKmZNQ1SpRYfLZasqXDxM+Ob9DkTsCvWCZOwKc6WaHFHGSmshSz0PmchMHyFJPnJtUrcrraIiMSBJ6RsHQyShrlaZVcPWSh9RDkTsuB1vaTsY3CjS55ZG/Q1G6fU8hPDtfUu2BtItUgG59s+APfPSaZ6M1y8TlfLhDlTte3k048WNstabtJPJG4/lshW2JDsaoMLmKBnw0XSDvU2x5o2HoDb5RMHUTno3XjIeJ6LxUWgJdJJtndoIqiccVVuL3LlpV2LqpQ9modAh45tROUJWWH7t4w/vjFZIEfS/WCEy1xjLEdVMkGVWubiY4esV4kLzze/zxpumoo4466qijjjrqHXS8afo+a2hltK2MInX0vcTj8YYLP+T5bIUxKIkLg6vNEEXqSCqDDonP3pwQp+ITa1FpPGSCY+QPMuJS8JeKViUuTQIzZ5PbnDsRUzvh5m5I1wsM/HsXCz48F4uERaNRtqpYaHayffVDx5PxhqJVuVqM+PLNCY/HGzyzpMh1bK3C0mr+0NMX3MY+itRxsxogSYiJ2DAWn7rdhNOzLSMvw9IaktJgYOZMnYQPpktkqadOxSfb+SgSiHu5E0ynQrCN0konKk0eEo+k1MVitilqW07PtnztD7zg/emSFw8TZo83YrFabalalZs0wDEqxuaeY6I3nNgJ2zsfSxV8kC8epgfeTHovamKenS8BkOnZRDbfWpwQVwZTOyHZLxvXnUJa6bS94GhJUs+utEhbwY9ZZC660nCzGjCzE/Japdt/gt8UNh+MVthqzS4RzfaOVjEyM5aJS4dEVJrcrQboSiuW+AuDiZ3yEHt852bO0MopWo25E4uJkCk+BfpGISYrSosut7hGianWnAUhYztF2vNQdE3UNACHSUy0cQhzE01r8a2CqlG4jgJGrljIzxuNLz89Y1eIIICp1dxuA04HIfXKJCkMngUbnlwsGbgZea0xMTOsPYsmKXUcs8JVK1HvMV2R1DpTP+H5cI2MWGS+j3xeR0OyRmOgFzzyd5hqQ9vJTJyUppVJCoOBnVO3CpZWExYWp0GEInfMZqL2ZpdZjM0MQxU1CmFlcrUaCX7L/thPSrFUXXUKA1NUbWxzG0erSPYBg7GXosstq8LhcrQl2vOczr2QYr+EHJg5fStRNmIK0nYyitwdfjYglnlrXVT2xB5nfiRqRErz8El+Yqd8+PgeXysZm6Jq49yJ+H9/8QRF7vh8MaXrJd4frjCMhpEhptGzICYpDS4vl5hKw9OnD8j0BHqBbxY8HmyZWimnfkReazw63Rwa7sdWRtWorHKHsZVy5kSMzBxLrQkz8diuX04FK0kvOfMihlaGobbMrISplYowh1ai7hds215mYqVElcGrmwlVq/CQeDwkHuvE4b3JiuejNXmtUdYqt7FPWFh4RsHJMGK18TgbhKwzRzy3PYydlKt4wFefXqMrgsn2kIpFZ9coeTpZi9c/iLmOAgZOTlYJ5s/Qycga7VCTEVUGpipqQr7YTkT1UqXzbLTm3A6x1YrLwZaiUcU5pIvpo6NVpJHJVTjAN4vD6/Z8tGZgFPznN+c8H6yJShNdafjqx1fsKoubzYBdJaYoMmKC8tXZHbrcEpUmWaPx4eN7sYwudzybLzl1IsFSUlvKRuVNOOBysOXpYENZqvz449fcJx5DI+c713M6JJ6N1sSFgaOJyc0Pnd/h6CXb1CaMRf3Mh7MFvlHg6CVJo2OqYvIb5WKCPrZSykal78FSa+La4KPpAl8vRZCml2lbcdx0CMbS20X2Z4PNYaK3Lmx0peVyuOV2J6ZcX3l0R9FovN4NSUudsSmO30+mD8xsUd906e94yFw+GCxQ5Y5l5DK0MmZWyjp1aPZ1VidOjCp1fOt3L7G1iqzRWGYuvl5yase82Q7EdUppGNkZ29wiKQ2GRs594hHoBf/l4Yzf+c/PaPfHxTp2DvVJtia4Xq9uJ5zOt7y6nRwqV95Fx5umo4466qijjjrqqHfQ8abpqKOOOuqoo4466h10vGn6PiswBIK/7WUcrUKXW+5Tj5erMefDHbZe8d5kJZbRWgWZnk8u7+h7gbAf7e2PVergmeWBU5NWYim87hQ8veSL3ZhNYeMPM/pe4sSPMfcNzrosEPquXrKJhSWR7RdBdbmlahXOpjs+fHzH9U5wosaDhF1hkZQ6n+2mYok7s5kNY4ZWhqOLheFnJyuKRmNmJ6wjh6zSKCqVulPQ5ZZtaaErDbpXUe7ti9NRiK405LWGodc8OV8ydRI0peXpYMOZH5EUOoFVCNaG0vJiO2KdOzyabIlzgxMnFiyO/ajZ1UuiysAxKp6MN1wnAY+eLFkkLm0n4zkFYzslKXXsE7Hk95Y90yHxdLbm6WhDXmuElYmrl4S5yWNviyZ3NK1M2aqH5eGqFQu0SSmWy8dBymerKZbWMAtiikpjk9j8x6tH/O7DnKGXocktA73gTTTgR2a3Ynwv9Tw5EQuKdaegqS3XO8FKORlHnNgJRasSVYJ5EhUmSWnw6npKeOuTVTovwhEvr2dIUo8ut4wMwT+KcpORlZEXOpZRocg9aa3zlac3KHLPPIiIchNF7lnvXO4/E6/zzXLI/Oka3yzYJDYyPfNhhCz1vP/xDYrS8dlmQlbrbCJH1Hp0CmFhMTRz5l6MoTZcJwG3u4CqVQ4cn4fMJTAKVLmjrMUS65efnvGNuzPCUtTR+GaBrrR4ZsnXTm+w1BpHqwj3zC1fL8XSeywYXmM3ZZG5uHpJ2ao89rZcTjZklS6CCG7E5kpYoFmjUXcKdaPg6KJmIat1rhZjLLUWwY1aJ6113myG3IU+tlrz+c2MsZmJWotRQlFpB4t76iYUtca2tEQ4o1Xw9ZLnozV/8PSNYH3ZMR0SnlGgSh0vFhMAVFk8pgs35Cb1uThbM7MTnk7XWGrNqrB5NlrzKvq95eFdKNg6qiQqj8T36Q4BilVh03Qy525IUhroasvu1uflboRnFChyx8DI+f+w96fBtqWJWSb2rHnc83Tm4c4356GyKqsqa5IKSYAEUtOMgY1FAIZGYFx2EEAY9AOHgXA4TLQhaOwOYyCgmwYzSkgCVUmlmiuzsnK8eed7z3zOnoc1j/6xdu6SmgiU7cimqtF6Iirq3pP77L2Gb6297vd+7/uOQ2MlTe40Jzy3dsLHnnrAvWEbUy4WdM8Cg6uNAV6icnfcRhYyZLGo8WguJdk7/S79RYXL28Wi3p69oGcv2GlMSPLiHtOxHK53+7QtF3kpuUWJzAv7R6S5yOXGiDCRaVsus8AgSQsTycmsxk5lSstw0Zd1JBvmDFnMGC0sdmpTnm2dIAg5Tc1jHuhU1ZCu4bBRmaNKKX5cnHMvKq7Vmu7jxCp+qnDi1NDlhKda5/RMh2fapwBcOBU+d+MObctlzVzQsxbYy/t3Q/UQhBxZTLnR7APFwndbCfn4zmOiVKJtFjlSFSVk25ggixnXm33WzMXKeLFbmTD1DaaRQcPyqWoBm/aMzdpslcXVaywwpLioTslF2k2HTWvGujHDD1XOFxUu1Ua8c7KOLBZZR7oe48cKo+U4EIWiQkeTE9qWy2ZthiTmeInC2DMZTWxMOcYJCznalCP2K2MWkcYTnQtGvsl0ZhGnEqqUsGHPC+OHlCKS09B8Rn5xLV7rDIhSiUloUNP9YnlFbU5LK7KY7k8LQ8RubUJHc2jpHlku8mjQ4lKrWHTvJQrP9E7Zt0cIQnFsp5HOzvUL6svrZ7IwOZrXOXZqCAIIQk5dLSq2akbAzdYFopBTN3zcWGWvMWb/xhlblRm2FtKqFHUqqpTiRipPds5Z687Ysmfsbw6oLfPkPgjlQ1NJSUlJSUlJyQegfGgqKSkpKSkpKfkAlA9NHzJvv7lHr7rgamNIhsDR0lURnlrocsJ4VtQa6EpM23TZqhYVH5YZ4scKTd0jimVqRoAXFdUThhzTMDx0qcjbEYQcx9fYqUzQ5IRr9T5OqHFv0MFPFJJMJEgKd0mz4q2mfhuGh62ELJaunjCRqRoBWSYwHFeoagG2VmQJPdU5Z6s6YzizVy4KRUqLfJhQ5cKtsNmcIor5yq11PK+R5wJupLHZmBYx+2LK1DNo6j6KmFEzimnQgWszcizeOV1ftqwXbfXv5+n4oUrPWvD4QY+KERKkMhfzCnEiUVFCnEhbVc4cjBuoUoIiptha4eCytSLTSpNTFDll4hqIYs6DZTM2wCIuHFYjp3BWmGrMMLAwlIiKHiKSM/Ispr5BSyuqcOKkqKDwI4VLzREVrXDa+K7KE70LEPLCwSalCAI4sUoYyZz7FU6nNdJc4GxWRZWLHKM8h0vNEW2zaGN/OG0y8qxCYpWLlvkgVtjf7tPdmXC92UcRM6yaX0gQicI00mmZLt1KIQV06wtqRoCthQhCzjgwiROJDIHtWiF9dJsLrj19xCLW2OsNmfuF+2SjPkOTE+JU4nG/RZgWbeFb1cKl99TmGQB11aOm+4wCEz9RUKSiMqNiFlLbyLU4dyukmcjbRxvU1QBDi4gzkfVLQ55dP8VQYo4n9SInx7PQpIQH0zb+r6uC2bDmvHu+RkULeG7zhK3KDDcqnEGymHE+rdL3izE6HtlkucCDcYurN04IE5k4ldCkhG5lgbx0yNhqyHp7SpKJxIlElMikmYipR6zX5gA8v3eMlyhcbg9Jc4FOtZB4TTlGlVJ0JcaQY6pKWLgvYxVZyKgrHhvmnCSTuFErnEm6nPDC1jG71oSKHFJXA0w55Ea9z6Y1RxYz6mrA5cpwVb/S1D0e9NuFG3F9wNzXaWkOqpQy93WyZTbUnYsu81BnGhjcHXeYjC02rDlrO2OuNoacz6toUsLDWYum5iMLGbvWhMuVIaqY0FALOWUYFGPuI90jVDGhpy94on3BwLeQhYyr1SFeohSZRBvHSFJRQyMv66BMuZCIqkqIKGSr45RkIjPPYNuesl2d4iUKHcPFSxT2qyOOp3Vuti64VB/T1Dxutvs0VJemVjh+27rLPDbYMGfUzIANfcaDRZuu7eDEGpcbhcSTZBJJJpJkIldqQy43Rnx044CO4dLUfZ6qn9P3bfaro2WFR4YsZASpwrY9pWF4BKnCk7VzoJA/t4wJNytn3J116DUWzCOdbWPCU/VzTDmiqy3oaE6Rvad97z7rpwp71oiutgDgRvWCIJFZ1+f8xPY77FpjnmqdsWbM6WqLYtmDPeSq3efkuAXAhjVn25zyTPuUmuKT5SKf3b3Pc91TvETlxvoF+/aIrfp0lV13/LCDrUSsGYuVS3vim4UzWYmwlYj50GanNyZaulOfqR7jxBrTqDhH3z3d5GjYYLszLjKkDJdta8K6MWfLmKDLCevGjP3qiGcap3R0h+vVPq90H3L3uMdeZVy4PI0hPWPBJ3qPuWwNuGr3uQgqyGLGNeuCT+4+ZNce84n2I56snbGuz1kkhTt8xxzzbP2EbXuKSI4uJzy3ecJHukds2bOixktK8dKiHmbXLjLgOrpDkols21OerJ2xYc1RxRRZzHDC4vpUxeK+/PVbV9irjokyiaFjr2rCPgjlQ1NJSUlJSUlJyQegfGgqKSkpKSkpKfkACHme59/vjfjPgfl8Tq1W44d+/k8SKNWlW0ylZbhAEbIXp0VAnqHETHwTVU7QpISTaY395phZpDPzDGqmT0UNmQYGAP1xlXrNRRJy/EjBUONVhYATaTR1j4ejFnutMVku4MYqhhzT1HyOnVohc1TmjAITTUoIEoU4lVZhlouoqM7oLp1bdTXgcFGnbbgrt82GNefhrIUux0UNy9LpczBo8vTmWVEZs4zcP+y3uLQ2YOob1A0fL1aZegYbtRkAR+MGT66d83jWYKsy4+G4ha2HSGJGQytqR06Pm1TbLjXTJ0pkwkRClgr3kCKliEKOKOQ8GrZ4dv2Uw0UdRUo5fNhla39AlMgoUuEiXIT6bzjWu80JI8/CDVXCUKbXWBROrKRou380bNGuOsw8A1HM2KtPuFk951vDXUauhetprDXnRYWIXshkh8dtru6eF64xrXDM1XSfIFEK94wWMA0MTCUqAhBrM3Qp4d6wzfXOgO++cYna7pSu7axchzU14OG4xaXmiFlUtLGv23PePlnncm/I6azGVn26mn6vLh2FdS0gSOXCKZlJmHLM26frNCsefixjqvFqHBhKRJ4Lq/1WlQRLK36mygkVJWTkW/SsQmp4NGkCIEsZcSLRtr8nW418C0sN0aWkkAJibVUjkuUCA8dmPjH5+LWHReN9qKEpCRPXLAJWE5mO5WDKMVEm0dUd+oFNkMj0FxXyHHrVYjverw0x1Rh1KSfmuUC8DCV0I425p7PZmNJcOse8WKW+bKrPKKpN8uW2BXFxzF1Po1bxaRhFOF99GSrqxCqqlK7a2b1EIUgU2oZLU3NJMolhaDF0LV5Zf4ifKpz5Neqqz6un21xtD4kyiaoS8sbZBluNKVU1pKM5xLmIJiaceHWGvsWatVgFNppyjCjk7FkjHrstThY1bjYveDBv0dB8JqHBaGGxVitkPlVMV/eb01kNZ2Ri1AMatkdVCzDlGFnIeOt8nZ3mhK7hcOLUqCwDDuVl9UxxfRUSliWHKELGODapKT4SOfNERxMTMgTuz9rcqF9QlQPenG4Wsmgm8aneA6axwZHbWB27NX3OfaeNKhaBoDv2hHls4CUK1yp9wkwmySXqis8Dp02Sidx6dZ+XP/keABU54MQrJN11c06cSat7cJRJVOSQRaKtxr4sZBw4DbTlmLTlkCiTl/c5nyiTGIeFE+yZximKmJHmAqYYEeYKb0/Xeb5xzEVYIckkKkqxvODIbXC92mce63zl6BJP9c65M+rwyuZDbClkGpts6RMOgyYiOYtEo626bOgT4kzmkd+i71dYN+e4icquOeYsqJHkItOwqDo6darcaPbp+zZrxmIV/ujEGk3Nw0tUklxcSVPvTXoIQhF8Wtd8zr0KupRwf9imtwxJFYSctukyDwvH8BO1c9a0GU6i8+X+FfJlTdBOowgAbS6/Z+6N2ry8fkBPm/Pl/hW27SlRKmPKEVU5IMxk6opHhoiXKthSyL87vsFHe4fEuUhPWzCMbGShGJ9JLlFZ/l6SSTRVlywXOPBaRJnEljHlsdtk05yS5SI9bc4otpDISSmu2XvzDpcrIyaRSYbAjjnGTxXeGG7RWkrAupxwtqhS1312KxMAxqHJLNJZNxc4sYqXKCRuyFd/199mNptRrVb/o9/15UxTSUlJSUlJSckHoHxoKikpKSkpKSn5AJTy3IfE+/Lc7/ylP8bdxQ6bjSlr5oIzt5jqW0QacVKEGVa1AD9WmXk6z62f8GDaRlm6Ymw9xIuUooMsUZDEDFsNmfgmPWvBwLOJUont6pTTRRVVLsLcBCEv2uDlIiQQoLL8vYoWFCGCash75z1url0AcLyoFU490y96pTKRha+x05ww9kxsLVy58M4u6tSbLtOhzd7WAEuJ6LtFR977cp+lFh1Vspjhxip+pJDmIj17wTQwkJaBfE3dI8mLELYkK0Ike4bDqVtlw5pze9hlpz5BldKVeydbTsnmuYAuxwRL+SJJRTSlcM6NPRM/VNluTpgGBkGk8ETngmmkc+9wjWZ7wXRmstGZFs6jkx6Vik8Uy3SqDk6oFQ3dgcp+Z0SSiStZoWcs+OrhJbabk5UMZsoxF26FjunwYNRiuzHFjVWcsOix0+SE4cxGURKSRKJVLQLwNq05Z16FLBcK15ZSBIFaSsSDizY31y9W8oqth5jLvqk1a8HhtEHLcgkSBXkpU3YMl5NFjcGkQrPmMOjX2Noc0dB8ZpHOPNBRl+42J9BoWEVIYZKJK/lJFjO+e3+H568ccuZU2azMmEcaU9/AUiM6hsuZV1nJWRv2nAeTFq6nYZkhPXtBkn3v32BF/5tK0yz67ZK86Od7fNrmuf1jBr7F2DHZbkxXUrUsZJzPquy2xgw9C5GcqWOy1Sqm1UUh52DQZL87QhVTHk+aZFnRLbVWm2MrEYezOoaS4IYquhLjBMV4nvgmfqSw1xjjxCr9RQVTjbDUiHmoY6oRipgW4XexysQ1udIarjrNnLjoStyrTVDFhGTpXBSFHCdW+Vj7gAOvSZaLXLH6zJNCWh9GFlEm09GK0EI30VgkhWuzrboc+3X2rBF+qmDLxTgYRhZBquAlRaDm+9L3841jFCHlnflGEdKaCyS5yKNpc9VR6EYaspSiLF1DSSaiywlD16JpeqwZC4JUQRaLcZ3kIhU5YBJZrOkzslzkvtNmzZjTUj28VEERUqaxSVN1WSQ6spBy5tfYMSc4qUpVDohziSiTOfOqXKkMMKSYn3/8JD+5/xZfH+7zVP0MTUyIc4mHThsnVtmvjImX0owk5AxCG4A7ky4vdQ5xUhVNLKTChuwR5gqjyCTJJEQhZ12f4SYaopAxjOzl8VUZBtbq83Qx5pHXpq54jCOLPXNEmMnME51sKYsCzBN9JRENI5txaNLUPC6ZQy7CKoYUcckYcBS2GEUmhhRz5Ba9n+PApD+ustMdUVVDPtW6x9uLLSw5ZFsf88jrUFc8NDFhnug8dNp8ovUAXUhIEfBSjYoUkCJwHtW5CCocOXWebZ4AcHfR5Ub1Aj9V2NYnHAUNJpHFy/WH/PLgBlcqA/phhZpSSGmz2KAih3ztZJ+G5aFJCRO/6KjrNhaYStFNWFFDrlQG3Jqt0dUdNCnh0aLoJN3f6vNc84Sa7DOKbKqyz0VU5a3hBh/vPaIqBzz2WlhySJaL1BWPOJc49JrsmMUykWlsYskhthSypw/px1XSXEQXY7xU5ThooIkJlhzSkD0OgyaqmLCpTTkKGriJxro+oyYX+/Wl/jW2rBlBqlBRAta1GV8f7vP53m28VOPQb7KlT/jK4DIvto74zmgbZelCduKiT7RnOAwDk67hLuXygEOnTpcB/8MP/8NSnispKSkpKSkp+bAoH5pKSkpKSkpKSj4A5UPTh0yYSnSqDvNQ58ipczGv0DFc9moT0kxEEnLiTCrC+aSMM7cIOjSViLXqHF2O2aoWLrMolRjMbYaeRUULGAcmXqRgqhGPpw22qjPqms9mZYalRmzWZzQMn3VzwaY1J8sFdqsTkkzk8Wmb2/0u260JXqLw9uEGbbNwp828wkVU031EsXClxZlEXQvwokKCWOvOcFyNzY0x08DgZFED4HG/RZDI5DlEqczUNwgSmcM7PbxIRRByzhbVlYyUZiKH0wZRKhEkhWNpHuh4iYIipgwDE0nKsJWIM6fKIigcH5YSEcYyQVL0lx0ftajrPpYaoUkJdS3gUmPMzd4FqpQSJxKmGnHqVuk7NnubA0w1olIppnpvH66x3p6xVZ0hSxl+pLBbmyAIYOgRspAV50lKqKoBaS7w5No5Xqxye9BFFjPmkcZmpeiNutoervrBqnqAJGQ0dQ/TCJGlDNsMsdUQTUo4XNSZuCZ5LhQOwPOi4+tsXmWrNSVaBvXt1CfMPB0vVomTQg5qWB6anNCzFshCxqY149SpIkspa62iZ6nbKzrIbp2uoUkJeQ413SdKJSwtKjrhnArVZY+Zuuz663RnHM9rVLSA0TK4MEol4kxiHBZjZMOas2HPmUcaDcPD0AsH5t2jHrKYUVVDBo5N13TYqM7pLt2jSSaS5wJ5LDGPis6r7cZ01TW4W5kQJArbzQlOpFHXffZqEyQpwwk1zqa1IvSx6uHFKkezOjuNCU3b46neOU6oEaQyG9U5F8MqqpLQtRz8U5uBa9MxHXbqhcznRhpPdc/ZqMw5n1UxlCLYzo/VIgxPyLC0CFOOVvLcS61DDCVmy5jgxBrzWGPTnGErIc81TxhHFlku8kz1mNvOGhv6hJbqsGuOaageipCtpKA1vQg11KSETzfvsacPuWL2McSIOBfZNceFyyst+hy9RGHXmjBPdG4v1rhq9+lqC2qqz+G8jqHESEK22tY0E7GVCC9WaesebqzStRy2rSmGFHG4qCMLGev6jK62oCoHbJuTQq6SEm5UL7hiDkhzgYbsUZUDnERjGNqEqUxd8dk0pysZ0ZZCkkxiENi80Djilw+vk+QSv333FsdBnU+0H2FIMbYUoolFOOLlyoieOueyOSDMZAwxYkufcMM+47/YfgNRyLhiDrg1XUMRUmw54Bv9Pbb0KS9UD+loDmdBjQ19gptqXLcuuGZeMI90PtV+QD+sME90bCmgozlkuUhFCegpM+JcoqW4iEJGmMncmvU4WDSwpZC7iy5XrT779oiKHLCljtk3B9hSyFHYIs4KSU+iuE+um8U9+9rGBc81T/AShX958iw37DP29BHnYY2eNuey3ifOJda0GX9w/dvEmcxZVOO78x28TOUwLFypDdnFkkN+fONt9vQRXXXBK60HPGmeUJUDgkzhk9V7fKpxl69OrnDJHrGmzXi5/pC64tNRHS6ZQ2Zx4Va2lqGWNd3nxvoFSSoWbubAQJVSTDHiido5V60+dcVnx57w8WsP6BouthSiCCnzRMeUIta1GT++9Q6GFOOkGpvGlF1jREctHK072pgb9jk12WdPH3GwaPCUdUKYyczSQq42pSL8VBRyPlYrXKamGKGICZfNPlEmE+cSVTngM407KELKz508xVvzLa5WBxhS4co1xJiKVLhB40zGSQspL84lXm4/ZhwVYbmymHGnX9yve4bDODR4pnHKw2mTnj7nzqTLXmXMJDQ/8Hd8+dBUUlJSUlJSUvIBKB+aSkpKSkpKSko+AKV77kPifffcR/75n0MydXQ5Jkxlqkt3kh+rnJ/XqTZd5hOTqzsXqGLK7dM1mjWHqh6wWHaiTV2Dpu2t3luXYxQpxYk0dDnmYl5hvTYvQgyTIqjtfSmlqoY0NZdxaBGkMk3N48ytMnBsNmozZDHjeFovOudygbbhIosZj6ZNtqtTZDHDlCPmkc4s0ovuuMCgrvursM08F2gYHkPXQhJzevYCXUoIUpksFzhfVHAcA9MMMdQYU4mIMwllGbw3cGxkqXD5RYmMqURs21O+9vASz+8ec+pUGc0trnYHzCKdlu4hixnTUCdIin6+oW+xZc94MG0RxjJr1UKOHC73UxRyRHLcWOXxUYetrREVNeTCqaDJCVO32JeaGWCpIW6kYakhVTXk0bRJnoMgwPXmgGOnxs3GBRd+4Xgb+YVcOnBtLjdGOLHK3eMer1x5wDzWMeWIB9M2kpjhxwrrlTl+rJAhEMQKQSwThAppKvLc9gnnbgVVSkiX8sjFosJmbUaSiTiRxnBmU7ECvEClbvn0rAUXbgWAdXvOwaxRSKtCTlv3mMcaI68IpBSFnLceb7LWnWEqhdz0viNSFHJ2KhPOvQpxJrFuLnj1/h5P7x/zcNxip1G4EN/vOxSFnCiRiVKJ3dqEaVi48rJcQBVTpqGBrYa4sbpychXjBXZqU+6N2nRshziTEMk5GjRZb0/ZtOY8mjXRlzLTwUWLjc4UL1KxtZCKEhItQwzfd2a6USE56VKClyjU1YBHs2IMnzpV8lygZbioUjHmnFjFi1XGjknT9mgbLn3P5uykycduPKTvF2GZ/UWFT209YBJZ9H2Lz3Tv88hrk+Qim/qUA69FQ3XxU5V9c4gtBWS5yElYRxEztrURw7jCrjZEE2JmqYkuxtwPelzTzzmOmjRlhziXqUmF4yhFZJYaHAVNWoqLIqTEucTtxRrP1Y4wxYhhbDNPDLb1MQCPgxaKkPLmeBNLiRh4NqqcMFuGyN6oXvDYbSGLGS21kKLqik+YyWxqEx76HV6wD1ikBpoYE+cSXlYE2d5abKBJCU9apzwOWhhSzBX9ApGcR2GHmuzRlFxu++soQkpXnSORccdb56Z1ii4UcuevTG6wZ45oKwuGcWW1X1vqmCBXVve3DWXC/bDHgd/iKeuERaZTk3xaksN33D3W1RlN2WGQVDiP6owik7ri01XnbChTxomNJsZ4mcp9r8vHqw84CNsoYkJFDDgMW7QVh5rkcdtf52nzmEdhh1FsoSzDFuNcwk8VetoCiQxbDlCElAO/jShkq2OwSA0u4io12SPOZCaJyTgqxs5lcwDAljrGy1R0MSbICvnpn56/yE/03kIiQxFSFKFw9v0PFx/l6eoJH7EeskgNTuMGipDwr86f5afW3yDOi3GvCzHDpEJN8kiXcx0byoR/PniRH2u9g5tphFlxTO94PTQx4Zce3WR7GWDqxBoPxy0alscT9fOVK9FNNDQxYRobRJmMLKbcm3Sw1JDfvnYLTYyRyIhzmXFisasNGSc2w9jmst5fndMUEUsMueuv0VXnnEV1mrJLU3b4N/1n+VTrHrpQSGoHYZu2UnTuveHsYEkhT5inSELGu94mmpisgjCvmxecRA32tAF3vHWeso4BGKfFuQszhSBTcNIiSLerLpglBuvqjHfdDQ6cRnEfDTXSXORm6wJZyNgxxswTfXXet7JT/s8v/7vSPVdSUlJSUlJS8mFRPjR9yLSMov194hvsVcdUlZChY1PTfdbWpphqzCevP0AWMwaeTa3qUTf8VQ5Tz1rQtD3iTKRluExcg5oWMPUNnmyeo8tFzUVVDbk77HA8r6FKKfdOulTVEFsJee1sB11KSDKRc6/Co8ddZCmlrbtFc7jtEKcSilRUDfQ9u2iNThQGvoUqJkxCAz9S0KWEDbtofq9qASI5DcNj5Fk0DJ80E7DlqMjQGTeKReOVBdc2LlirzpHEjDCVcUKVihoiCDnX2gOyTMRfzrpIYsajRZPrmxfcG7UxlYhuvaiSqKghXqIUOUSOjSDkLCKN/qRCkourWaYgUaiqIS3LxU+UIqcpLapUnr58jCYVi3D362NuNC7YqM94onfBYFo0XNd0nywXePNgk47lsFWd0bEcppHOmrWgIgdcuBUOpw28SOF0VqNjORzN60x8k2d2T7g17jGPNM7cKnkOTqAhiRmn8yoVNWTXnrBdnbJZm6FrMU8t62eaejGrKJITpxId2+Fw0sCLVZq6x057zGZlxn57RE33OZrXMZRotZC+YRRZSG6kEWUSddWnZboEqcx7Fz2aLQddjtmxJ8RZUZ+TpCKSmJFkEhvWvKibmDe4unPOODB5olP8i0xaNoTfqPeLHCM5wQ8VVDFl6NjU1WA57orsF11KaOkeqpRiqSENw+NKY8iFZ3O5OcKUY7JcYBFprLVm1NRixlMSM0Ry1swF3eYCQ46pagHr5oKm5nEwbFJXA+pqYXTYsOeczGoEqVyM9bzIu1LFhNOjJpuVGQPP5v6ozSgwsZUIXY7Za41pGy6mXGyvYkeIQoYqFRlNUVTUeKhiws36BaPIZt8c8pHqAU5aLABPcglNTDDFiI68IEWgoXhsayMUIaUme6TLyouOvEAk5yKsoIsxPWVGRQoYxjZxLqEIKZPE4gn9lBfsAyQh4zBo4mdFvcMwtnl9vsM8MXh9tEWcSxwFTd6ZrPPYbQEw8OyVIWExNairAf2wwtuHG/T0ObemPZJc+l71SS7ipwoHYRsvU5kkxUzJeVijH1U59yv01DleprKtj1lXpyxSA0VIuKaf0ZEXeJlaLBQWU5xUZ1sd85HKI+qSxy1/k3Fq8fnmLdbVKRvKhHV1yhX9Aj9TqUgBTcnhKGyxJs/4l8MX2FVHfK52m4oUcEkdUBF9UkQUIaUtz3EzjV11yNPmEQBuonFdOyPOJd5yNvnW7BK76pBLxpA4l9hQJ1zRLmjKLm3FoS0vmKUml/U+GQJX9As+VnnIpjZlTZthSjHP2CfoYkyKiC4UmVLP2oermpCePKMtz6nJ3vK8mfipQpRJdDQHUwr52ugS/378BHEu8663yeOww2HU4g+sv0o/ruJlGhXJZ5hUec/fXH1v/JPBx/ji9AniXGKYVHiqfsbri12GcYWKWORgvT/LVJc8JDLGic1TlVMWqU5F9OkpxfZdMfv0wwpZVtTw3B538RKFxag4z1kucmu2xjQ2yBCQxZSevqCrLUgyiXV7zl5lTIpAnBeZWBXJx5RCTqNGcc9RCoPHLDVRhBRVSBgkFTa1wlDwpHGMLRWVM39o7VtsKFPiXOauv8Z1/YyK6FORAj5Tu81nqrcxxZBpavKkecJN45TP1G5z3bygp8x42ixmW5+yjjHFkCBX0IWEnjxDE2OassuePmRNKxaCa2LCPb+LJYX4iUKeC1yqj9mvj3k8b1JXPL46uLSaaTv1arw62fvA3/HlQ1NJSUlJSUlJyQegfGgqKSkpKSkpKfkAlAvBPyTeXwj+0X/xv+PGxoJzv0KUSqvqBW+5+DbLBXQpYRSYNDSftu7w3f4WVxtDZDHFiTXuDjrsNCcMXJuevVgtcs1z6FoOopAjixl3hx2utQfc7nd5bv2EM7eKpUS0dZf3xj3SXKCihvRMh4N5g93qBF2Kmcc601Bny5oxDs1VpUmUSquFvW3dpab4PFgUTeOn0xpX2kNsJWQaGWyaM2ZRsZi6oy9wE41hYOHGKvvVEYdOAzfSiDOR6dzko7sHPJq1uFwfcupWuVodcuLV6BoLnFjHSVSyZW6RLUeMQ4Om5rNlTkgyidOgRpYLeIlCW3cJ0kJKBLhWGzCLDGQxRRVTjt3itV3DZRwayGLR3B6l0mpheZYLvH17h48/fY8gLc7N7X6XneYEXUroe/ZqMXFVDdg1x3x9sE/HcHk0LTJVNiszDmd1KnpIRQ3p6g4AmpjwxQfXUNWEa50Bk9CgY7hs6DO+ebHLy72DIkcm1lbZTotYo6YGLCKN3cqEfmBTVUIeTptoSkJFDZGFoqLmYNagZbqr7KOKGrJtTThyG/SMBYYYM45NnFhjtjQXKFLK+bxK1QjQlxJZVQ25ZA+XCyplDr1iv47nNVQ5XY3t/rTCD1+6w5HboGssmEYmZ04VSw2JMwlLiTiZFbldn9l8QJyL3Jl1uV7rcxFUOVnUqOk+p7MaNzp9zt1KkVO2rPlo6x7TSGce6tSXMumasSDKJJxYw0sUXm495t+f3uB6o4+TaBzO69R1v5DVxJTZ0iRwuT5kHJrIQsaFW+F6o8+7ozXSTGCtsmDim+zXxpx5FXqGwzzWVud7w55z4dm81D4E4LLeRxRyXp3v8Yx9QkXyiXKZw7DFOLK4aZ3hZSoHfoueNl8tkp0lBod+k8807hBkCq/O9/l8413O4gaikKELcZFbJs85iNqchA1esB6jCikVySfOZY6iJne8dSw55OcfP8kfu/Y1vj3bJ8kkdCnGSTRMKSJIFV69v8ezl46YRxp7lTHTyCxynrLCJPJi/ZAHXodDp85eZUy0bJaPMonrlQvenm6wbRWyyiLRWNPnrKuz1QLxMFOYJBaykNJT5gS5zJZSLEh/29tmXZ3xlrPJvvF+RYnBTesUiWwlR90PevSUOU25uEbSXORNd5tnrSMqks8iNZCEQnKqSR6Pwg5bavEZ7y8yfhR2sKWAihgwTCr0lBk1yeM0bvDabI8Xqod4WVGXsasNV/LnOLERhYzHQZu24qAIKWdRbVXP4aUqR36Dl+sPedvZoqm4bGoTvEzFFCMmiVXI2lJULGLPFG55G8wTnaocMI1NdowxipByGtbIcpFBaPPu+RpPr5/xw6330IWYN91tNrUp970uTdXFFCO8TCXJJQahTU+bo4kJipBSkQIUIcHLipoYiZzDsIkmJquF+O8fG10oDBSmGBLnhWT/C6On6Qd28V0hZMwinf3KmNfOtnluraju6pgOLzYOeXW8yyvt+7w23eO9fpfN+oy27rJtTJjGJrKYct08Z5JYmGLE24tNNo0pfqrwrHXEa87ecrt8apK/qoaRhIy2vGCRFZU1pljkwilCyllc55p+zlveNoqQ4qQaz1mHuJlWSJJSgCmGzFKTf3rwPFcaQ56pHq8Wf08Si4bsEmTK6vf9tJCTh7HNe/M1ZLHILjtdVHmidVF8f6RqscRE9RCFjDuzLlvWjGYy5L9+5V+VC8FLSkpKSkpKSj4syoemkpKSkpKSkpIPQPnQ9CGjyzHj0EQUcg77La41Btwddqir38s5ijIJP1a40++S5SJXG0Mu/KJZW5VS2pVi6vXp9hltvWiXr2gBe7UJphwz8Ipp1+fWTtClmKbtMY90nmicI4sZ536FFzpHdC2HdWtOkMqr7TOkIqvncNBcTd+HiUySiQxdizVjzrY1RRYyGrJHU/NYhDrXOoOiuToyEMlZxDq2ErBrjRmFNlkukFG4oOZxsZ+WGnKpNmavO6Km+FhqyJFTZ8OaF3URdiEljEODJBMJE5lFpJEhMHQtdq0xbqIxjQ1MKeLdszUAkkxixxyzac2IEpmKHCylLpF5rONGWuGWkgoZpKqERcZTKrNuLjDlCFVKefbmAVkuEqQy80jjUmvEmrGgrvpoUkJ/VEEWi8j/YWQzcU0aqseznRM2KzPaeuGyc0KNw0mDLX2CIqZMIpNX9h/y+d27NDWXOC0qUG7NeqS5yDzRef14i0WkIQo5qpTSMxz2rDGKlPL6+RYiOcdOja7lsAg0RHJmkc7JosaTrXPiVKJruGQIvHfWYxYXbsELv8I3L3Y5WDTo6A4faR+xXx1RVwNeWDvGjxVMOaauBehSwnlQTEWfBzUmgUHfs5GljPay/uTkYYfP7d/DT1Xqms8wsLHlcJWB5IQaUSqxWZvxX+y/iSEVTsq6FjAKbVQx5XJ9yK49QV5KvxvWnDVzwdgzCVO5uB4ShQ17ji4lq3H25vkGddWnazgcBw1+9/ZbWHLImwebKGLGllXUDQWpzG5lsqoRMeUYL1GQxIwMgY7l0LUdmppHRQvQpZiW7jEMiuqE2/0udd0vqkXMBad+HUnIGSYVZqnBlj5FE2M0IaYlOXx9sM8Vs89T+hE9ZcYna/e4aZyiCTFN2WFdnfJfdl7junrGtjrmx1tvUJUC1pUiH6kmeehCTFdacEnt85x1yDi1qUg+53Gdo6jJr4xvcOzXmSc6v/fSd3l9vstVq8+LtQOerhzzSuM+63qx/+trhfxf1wKmkYkqppx6VaaRTlNz+YXTJ/juxSbPNE6LVnmpuDbqqsd78zWuVfuEWXGP6GoL2orDItXpR1WcVEcUMrrKnCSXeM9d5zysMU7tpXSUo4kxj+YtHvktJonJU9Yxk8Raym0Wrzu7XNEvGCcWry32WaRFPk5XXTBMKrzl7fAg6PKGu8MsNQhyhWls8upinyBXiHOJby0uUZN8wkwpfp4pvO7s8q6/hSWG3LDP0cQYRUjZ1/ochG1ed3ZX9704l7hqFG6spuzQVhwasks/qiAKOVkuchS2SHOBO4sej4M2XqoxS0y6ypx1dcrz5mPGic04tWgoHi3Vw5ZCqnJRmxRmMtfNC6pKwJ414i88/Uv8cOs9JDKCXKGluNhSwJY+oSm7vLvYQBFSWsqCT9Tus67OCiepkDFLDcaJTYrALDF56Hd4dbiDm2g0JZdxahHkCidhg8OoxUVcY5BUWaQ6b3nb1BWffXvE41GzcCErIV6icqVVyNcVrXCtprnIS80Dvj3Zp6W63Oz20ZdOYyfV2DcHbGpTvjm9hC0FpAh8pPa4kPflgIukynXznLbioIkxX51cWclrDdnlTXcbiRxFSNHFmMdhh0dhB0VI+feTJ5DI2FLHTGODOJd4HLQLd6Xs8OpiH0VI+T9d/7fctM9pSi7vOhvLGpyiuuWu02OSmKyrM5xUpR9X0cSES/aQaagzC3WuNIYAtDWHDX2GLsUceXVGoc2GNef2uMvX+/sf+Du+fGgqKSkpKSkpKfkAlA9NJSUlJSUlJSUfgPKh6UMmTGWGvkVTKwILh4HFU90zzr0KXdMhTGSmgcG1xoCPbR1w7Bauo5FjIQo5j2cNqlqArUS8cbHJg2kbkRxTjhkGhdOtpvuoYsI4NDlcNNDlorbgzdEmupSgSwlvDLc4nVdJMolJaCAIOaYc4qcqk9CgVXN59fEOphyjyQlH4wbzR/Xi9ZFJkCrcdtYIUoWW6TJfymbvPdrAlOPCwRPrPHJb7FtD6opPU/PYMOfcH7eWr0kY+Ba6lPBqf4cwlZGEjHmkM48NzvzaSp46GjfIEKipRYDmM50zTvwa9+ZtZDHl3K/w7MYpDy7aTCOd+4sOD6ZtNiszzoMq4bJO5t3zNa43+gAcuzXqaiHd2UoRCAowj3SCRKbv2SS5iCqmNDWfx5MmTqLhJBoH5y3214fcHXRwYo0wlTHUmDOvyqlX49ypMI8NvERhuzrlUnPEJDF57WIbVUoQhYzXhtscOg2iVCJIZFQppWW6fPtkh+c2T5CFDFOOmUcauhTz9mQdWczYqRcy7Puhl6qUFjKIlLBZmSGLKUku4iUKTqhRtQMeTNs0NR9bCWlbLpYSMYlM7sy7PJi3OVrUOXaLINQokzie1zjzKlhyxDzRGQYm2/aUa/X+6nPrms+zTz4mzkW8RC2a6pWQA6fBvX6HKC2C8N6XdYNM4chvMAgq6FLMwLeIMglZyLg/ayNLGaqYoktL954eYCkR01DnfFrlaF6npbmFo1DM2KzPqCgBNcVHEVO8tHAaPbl9xiLQVi65DXPGMLBQ5YQolRkHBgPHJklFvvFwH3dZofKdk20ennQQhaI2qKn7XDgVnuhdsGbM+c7RFqdulUezJv/mX7/MI6/NN8eXOA7qvLHY4a/f+jH+7fgZGprPl4dX+a+PP8+bzg4HYZtvzK/w7cVlBkmFx2GH/77/Ub7hXeVfjp5nkFT5b08+xSIz0MSEWWryxclNvuzc4OvONd5wd7DEkHf8bSQhA2BjKb25icYgqnDDPiuOb9DkPKoT5xI72oiG6tE1HfxE4XheI8lExqGxkljuTrskqchH1w8ZRjbvTNbJEMhygXFocbqoMo0Nelohd5wHNc7DGm9Mt1b3tElsFY6kWY+qEuCnKv2oyiLTGUcWk8Tio+0D5rGBIqQcR01qksc4sdHFmIugiptpy+BIgTveOm+62wDc97pc08/Y1CZIQs4osleSoCyk3PHW6EdVJIqAxZrksaVP8DOVX7r7BIqQ8kvDpwCQyNDEmNfdPXrKjCSTOAjbqyqSh0GX1xZ7XMQ13llsUJc89vQR3xzsIQoZB24TW4r4ZPMBO9qYpuyypY55HLS55/cIMoUUgdtOUR9zb9HhtckO3x1voggp/+LhM9zxeqypUxQhXQWHpohLF6JMXfJwUo2a5PHj7Te4pp+hCwlfnV5lQ5kUxzspKkJ2tSH9qLpyEb7Sfcjbk3VueRs88LooQsptZ411ZYophitp7yyo8bx9gCHFXGoVgbLnboVxaHDmVNm3RySZSFUNaMouTqrz6eY9FonG41mDh+NWsaxBDqhJPpoY89Ha4yLQM7aQyLhhnAHwyOuQ5SJXtAtMMeJHWu9yRb/Ay1ScVMeWQrbUERXJx8001tQpTxrHrCtT6orPpjahKTu8WDkAYFObsKsOOI3rXDMvUISkqKKRQlJEPlu/Q1eZL6toUtb0GZKQkyLwUvUxYSqjCCn3Fx0uV0dFMHRkFCHOYaVwFScaV+whb55uMA5NXuod0rOcD/wdXz40lZSUlJSUlJR8AMqHppKSkpKSkpKSD0AZbvkh8X645e/8pT+Gr1SwlcJFJAo5526FKJEQBJgsTK70BpzMalhaxJY9I8lFolRCFjOCVKapeTixRpDK+IlCz3SYhjpVNeTcrWCrIVU1JEhkbtYu+NLJVVSpcCndm3RomS591+ZSbcw81mhqHncnHV7sHHNr2kMUcgw5RhVTxoHJlj3jW/f22d8qwvy6hsN7ox5eoFIxAxxfQ5VT9hpjBp5NRQtYhDqWGtI1HI6cOg3NL5xPFGGNfd9iw5pz7lXQpYS65tP3bQ7HDZ5ZO+PepM16ZY4tRziJii1HDHyLhu7jxEXbuq1EJJlIlEmYcszJokZFC6gvnR8nixp5Dmv2glOnyhPNC77+6BJPbZ3+hvc4mtcRhJytyoy+Z/Ns64RRaDONdGaBwc3mxSoM1FBiNq05fd8qpC894HJlhCFFfOnoGlUjIM1EBCFn6hpcaQ85dyrUDZ81Y4GTaIWUmQu0dY8MAVOKGIYW8rLjzJZDbo16hTMu1jg8aXN1p3DECUJOvJS04kyiqXssIo2KGnLuVHi2cwrArzy4yk5nTFUtpuUnoUFFDRl5FrvVyUqSbKkuDxYtwlQmzYq+uU1rzu1Rh7blsmXNCFKFYWDyfPOEeawzCAt35smihioniOS83HnM29MNLtkjHrvN1diMEpmW6WLLETXVZxKZZLlAsuyhU5cyEUDft5HFjCiVWIQ6M08n8hU2exMGc5uN+gxbiZhFOlku4McKhhKTpBK71QktzWESFc7UI6cOwOZy+989W0MUc3Qt5mbrgm8/3uPKep8wkbGUiCQXaesu49DEjdWiH09MuTXoEYQK3foCXY5paj4ZAiPfZNMu3EzzSEeVUmQhw1YChkHRV/jdk01qlo+mJFytDRiHhRTd1Rb0wwrPVI85D2vIYspjt8UTlTPuu10qSkCcSbx6us1PXXqrcNr6TY7dGtdrfUahzZOVU37p7CYb1pwMASdWMeWYdWPGpjblKGiQ5BJHbp2u7nDqVbGViNNFla7lUFUDnFjjaF5nvz5my5hye95FFHI+0jjElCLemm9RUQo3l5PqvDtb4+PNR/SUGRdxDUnIqEkeNcljlpo8CLp8qnKHcWrzzfllLpt9slxcSSXX9VPiXOY8rnHbXyfLBbb1MRvKFIlsJVOdxnU2lCnjxOaKdk6cS4U0l9hkCCxSg1lqcE0/pyPNOU9qhLnCbX9jJX1VxIA1ZYqbaUhkTFOr6JxTJiyypXtXDNGFaPm5MoqQrF6vCClBrjBIqtzze3TVOUdB4Sj+0cbbVEUfkeKr8ShucRw1ed58TF30GGc2aS4wSKocR03uu4WE39Q8btiF3Pb6fIeP1B5jiSFRLiNRyK4XcY2m7NCRF+hijCmEZAjoQkJT8hikFroQr7oLg1yhKhauNShCQSUhQxGK4MZ5pmMtQy0VobjWFlkRaPvfnn2Ghlrcg/xUYRoatHUXUcgYBjZVNeDZStERZ4khry32CTOZ2XLZQV31+ZHmO1wkNTrygg15wkHcpiIG1CUXXUiIcolxarMhT1jk+mo/K2LASdKgJTlI5IjLnw/SCh1pgSRkpLmIl6s0JY8gk1GX50QREgZplaborI4BgCp8L3B3lC77EpM6FdGnK885iZsMkwq76pDverucBTWGgbX6HjblCEuOqCs+Z0EVVUx4MG/zYuuI/kTiH//QPy7DLUtKSkpKSkpKPizKh6aSkpKSkpKSkg+A/Ju/pOR/KmEqk+UCqpSSZCKmEtE1Ix5OmlRtn7bmItczFlEhwVXVgGQ5pXo0qWN3I7atCVEm8+54jXFgUFXDIshS9zDluHB9SSmvDbfp2QuyXGAYWGxWZgx8ixvNPn3fxlYiKnJIVQs4cBu0dK8IbCRnHBp0l710sh5zPquy1xpjyRHb1Sl2qwhEGymFs+pw0WDdnhOlEg3Dw41V2qqLWMkxpBg/VTCkmCO3zpY1ox/YLEKdjWVfWF0NsHsXzGONq40htwY99hpjmprHiVPjeFSnteUx9Q2qekCUSuhyUjjCVJdRYC6D6AQOZg0ahlfIOaFO13L49skOT2yecbqoYqmFJPPovE2j7qLLCaqY4scKrw+2VzLfrj3BXzoE14w5x24dL1GY+CaGUoRj+qmCJYf4gULbdjC14vhv2HNOnSoblTlH8zo3qn12jDFvzTZRpZRgOQ5kIaOrOxy7NWwlJMokupbDNDS4Vu8zD3TEpSy3Vx1z4tSY+AZPdc756jtXqXZc1q05W9WMI7dOW3f54ct3uQgqNDWXb53s0q64uLFKz1owDEyuVoe8PV4HG9JMZN1c4CUKbqwyjXTalktdCzCkCE1MGAYmD5w2fc+mbbjUVY9zsULHcFHFYtr/SmVQBNBNmlxrD5DFjHkuUFVCHs2atEyVNWPOlj7l9ck2Lc0hy0VmscHhok7XdJDFDDdW6ZgOuhLTWXMZBwY7zcIxqIopM6Ch+Ywdk67lsGbMOfeLKXNZTNnUp2zqU06COkGq0NEcXtou+uJOnBrzSCedqkRdiYt5hUutERPfpK4GQNH/aMoRD6ZtaqZPt7LganWw6l7LcpHjUR1LiVg350SZXEzlT9tIYhH8GWUSn927zyLRUMWUlurxtYNL/ND+XQAOF3U2jCkt1Sl6y+SIh17hBA1TGS9V+djmQeGY9Vr0A5v9ypg7sy5upNHVFlS1gE80HvDQ7zCVDK5afa7oFwSZQj+qoORFp2KQKshiVvTnVeaMApNL9ogkk3i2c4ohRQwji317zBWzz7oyQRVSnl97jETGPDNQhZTfUXuD86SOIiTUJY/zpMZ17QxJyJCEnH9wfomX7Ee87uxyzbzginYOwK/MnuCjlQfcCTa4iKs0ZZcfq71Fish/138ZqZqzoUyoiD6LzGBDmVIRfd6OtnlKP6IueixynY48Z5zaKELCNf2c07jOtjwizmUu4hpPGCcsMp2TsMFlvc/XFtcwpQhbCohzqRhraRFY2o+rGGLRFXcvWKMhuxz4LXaNEf2oQkPxCDKFrw/2+T2b32VNnvEJ8z5uXsj6D6IeFdGnLnnEucS+1kcSMlQhxRRCjpIW2+oIXYw5C2scOXVmUdFF91PN16hIPh15gUiGJYYriWpbHbEpzQhymVFmcRS3WFOmVMSA21GP+2GPDWVKXfIwhZBpZuLlGm6mEWSFTNWSHaJcKqTC1MbLtdVr35fBdCHGVgJEIePWZL2QqDORIFUw5ZCDaYPPbd2jJnmrTrhtfcw4sTjzq4hCzk+1v8PDqMuuOuQ0bmCKIS/oB7iZyjQzuR1uYIkhPXlGjMSmNCOicCrei3p0pDnfcK/yaet2cd0hsibPOIpbKELCd9x9Plt5b+X6q4gRep7g5gq6EPF6sMcL+mO6koObK4xSm4ukRkUM6MhzpqlJRfRZk2e85u+zq47YVYc8jDo8Yx4xjGy6xoIok3Fijev2BV6qMohs9owRXXVOVQ4KKb1yj3/8Ab/fy5mmkpKSkpKSkpIPQPnQVFJSUlJSUlLyASjdcx8S77vnPvtzfwq9ojANDPJcQJUTglghzQXyXMDWQkRyNu0ikO99SeJ9R800MqgqARkCQaoQJDIj36JnLagqAfNY58yp8lz7BD9VaKoucS5x5tew5RAvVXnnfI2Pbh4yjQwGns1mZcajaZPd2mQVagasPv9wXqeqBVzMK3QrDoYS80L9iElSTHVfLJ0GUSajSzHfeLiPoiXYRsjHegf4qYItRcS5yEVQTO0mWRG+CEUX2NC30OWYcNn/duzUsNUQJ9Jo6h6zSKemBiS5yJ1H6yDAk/snq+63eaTxQ927/PvzGxhKzIVTwVBidDnm0VmbyxsD4lRCkVJGnkWcSGzVp2S5ULi4xJRxaKy2J8okLleGaEvpyU00RpFFVfHJls4VSy6caW+PN3i2dcKJV2ceaQSJgiYlnE5rbDamnIzr7HdGfLL1kDiXGEQ2l4whR0ETWSycRZqY8Ppke+VqOncqbFTmzEKdhu6TZCJNzaMf2MxDHUnM0KSEWWDQMl0WkUbPdNClGFnIOPWqOJHGy93HPHZb1FWPeWxgyyFBqrCmzxhHFrKY8mDeZtuecuLUuFIb4qcKb5xvslGb0dQKt+Ii1ugYLi3V5cirU1VC+r5Fmou82DqirTjcdtaoKAF+quDEOi3NwZYjvnRylc3KjMNZnd+1+w6mFHJrsUFbcwgzmaocME907s07+ImCLGRIYoYsZhyMmtQtn8HbHT79mbd5/WILVUqRxJyOWbhnqmrAVavPPbfLE/YZopAxiQv3zFlQQ5MSBoG9GtvDwKKqhhzN64znJlutKWEq09QLSVmRUvxEoaYGNDWP+7NCdtutTDhYNDDkmKfqZ5z6dbraghSBJJMYLDsWo0zibFHlo71D4ryQPB7Pm0xdg7XaHF1OMOWYjrbgGfuYYVwhzGRuO2vIQsaJW+Xza3c48Jts6VPmiY6barw7XkMSMzqGy2V7yAOnzTzS+Kn1NwBQlu6hJ7QTztMas9Tk5wfPoEsxh4sGTd3DVkIqckhTdXl7uoEo5HymfRcv1biiX/Cr0xvsmwNMMVpJK+PULpxMWSFNNWWXNBcIc4WLuIaXqoW0KGQ8UTllQ5nynr+Bm2jIYrrqqtPFmCBTcBONS8YARUhIEdlThwSZwj/rf4QblXPuux1erj/km9NLvFg7YFsZ85a3vZLebztr3LDPOQ1rbGgzbhin3PY3aCjuKjTSSzVuGqcMkgoATqpzFDToqA49ZbbqZavJPqPI5jyo8krzHroQcxw1OfSb9AObqhLyZOUUUwp5Wj9imlpUJB+FlKO4xTi1mMQWbcWhLc+RhByJjA15UkhnmcbfPvgsT9TPMaSYH6re4iKp8RnzARUBgjwnA9xcwluGY7qZRkty6Ugx41QmRaAiJgS5yL+YvVB03C0daV5eyHJBrlCXPH5+/Cy/p/Uqj6MOs9TkinbOd709njEPGSTV1f7takP+9eA5evqcWWwQpTLTSOfl1mOmsUlV9glzhWfNA57RTphnGv98+hHOgyo37XPOoyo/3f4qKinKMnDVzRWCrAgo1oWERaYjkq3+DhDk8srJpwsJbqZSFUNSBBaZTl30SRGQyAly+df9WaEiBkwzg4oYogsJ01THEiN0IWWRqUV/nZAS5yLTzOBVf59LahFk3JJcdCFefR+fJHXuhOv05Dm3/E2cROUp6wSgcAaHDdqKw1lUoyb7dKJz/rcvfKd0z5WUlJSUlJSUfFiUD00lJSUlJSUlJR+A8qHpQ8ZPFB4M2phKhC7HVJQQa9l5JgkZcSohiRnDwCLJRDqaw+Gijpuo3J12eKZ2gpNoRKlMT59zNKtjqSGdZYDdmVNl3Z4TZjJHTp27i+5SgoqZxzoj36RqBNwed1lEGpKYsWVM+JGt25hyVHSHLRpEqYwsZCSZyJX6CFnMSBKJluGxb49IKULr3ETDSxSyXKSq+Jy6VXqtOX/85tf43dtv05A9NrQZHXXBJLLYMcdsGRM2zSnHkzpxKnG8qLFTKdxReS5w5lXoTyrEqcSatWDkWySpxLlbIclEtrZG/Fcv/Spt3eXl5kM+3bzH880TbjnrXKsN2LdHbFenrFkLBo5Nt7Vgw5zTMoruu6fbZ4hixoN+mzCRkcWMgW/R1Hw2zDkDz6arO5x49ZXk0VQLaaoqB+wYY5qqS5TJHLhNtuwZJ16d+6M2phxzpTZEEjP22yO6hku3vqCpeexrfS7CKrYcMU4swkzm1K/z5nSTQWTzXP0YXYpp6w6X6mOamosipUSphBOrOInGItJWY0kWi/MD0DMd9q0RD2cttvQJTc2nazpIy/DUDW2GLGQ0VZddc1S4g1KFvl9h05oxDQ0MJeZX7l9jHunkOTxVP6OhujxXP+ZGrY8uxVwEhdxx4dnkucCNWp9Dr8kksbhsDZjFBnXFx1YC7sy6vDnZ4GbrgofjFr9r9x32tcHqmA5Dm1FocxFWUISUuhpwo96nZXismQvWjAVPrp0zdkzWnr3g1KvRtlzcsHABikLO7+69wUdrj1ZhfwCzxKShuPipiiYlyEJKXfWxlYjH8yZ1NSDJRNbtOc9vnZAhoEgpqpTSWzr4vEglyUVEoVidoEkJSSbx+bU7PFU/Y5HoNFQXJ1XJ8iJYsKW5y55Cj47l8O5kjbriMw5NbjQuMLSYtu7xoN+mp8+ZRBZnUZ0NdUJN9vl08y7X7AsuJlV+9eIqx26daWzyznSdSWRS1312KxOCVObEr7FuzPhM5z5BXsgzhdQ14PVgbyVF7FkjztwqTd0jywWmkcGDRYtr+jleovD71l7ltrvOFf2C9/wNPlm7R0UMCDOFR0GHg6jN/aCHl6nES2nlPX+Di6TGF8c3ue2s8aR5wvPVI27Y53xzfIlHYYcjv0FV9nnSPKEhuwAEmcIXT65x3Swk1Mdhh69PrnAv7DFNTV5p3uMp4xhLLqTB39a8RVMqwhZ/8eQmu9qQmuzz8cYDUkReqj7m9ek2XqbRVoqQxHedTU6DBhUp4HV3j/tej7rk0ZYX3LTOuOv0uOf3UIQUU4xIc5GW6vCJxgPW5Bl1yWNfG9APbH6i9xb71hBJyOjIC26HG3TkOYvUwMs16pLLVe2iCKeNbcKlq+s0bnCUtPiac40vTp+gooQsEp0bxhktyeEXhk+zyGQeJjpHicUo06gIKbqQUBdDntPmWELCIFVwcwU3UxmnxXVfkQIGSZWK6DNIq5hC0bl2EdeIconf2/o2Qa6ypw543njM3zt9haeMYxapwVcmV/n54TMoYsIvj5+gqvhI5DixxjsXa6wZiyJE1a/TVhyqks+L+hEbcsbTasgfan6TZ6rHbKgTnjBPuRVucJ5WeDvc4EvudbxMRRVSvuVd4TwtpMBFrvO6v0eQyywyHTfTuB2uowgZ08zgH40+zle8q5wkdTqSi7scx++7By0h5m7UW7kWg1xhmhqcJlWmmUldjLkXd9CFZPkZKtPM4N1wkyf0E748v1EEo6YWh0mTvzd8hRSBbWVCRQz44uQmB26T5+1D7vk9KlLAVfWcl+37PKEf89nqe1zTz6iJ/gf+ji8fmkpKSkpKSkpKPgDlQvAPifcXgv/eL/6vkUwNWch4OG9hqyFjz6Rpelw4FSSxqNLYq465ZBYLkY+DBj9cv8V7wQbHQYOm4vKd8TY/2nuPIFP41niPS/aIYWShSzFOrHPNviDMFaqST1N2iHOZh36HY79OVQlwEg1VTNClmLriM40NNrQZ990uLc3hwGliyjGymHLk1IkSGVVO2K+M+YPdb7JIDUwxJM4l3gs2qUkeKSK/2H+Stuby4603maYmG8qE73j7iOQ8ax7yDecKAEd+A4Cm4q0qAB45LWQhY92Y46YqIjnHbo2JbyKJxWLDruUwdC3+91e/yBvuDjeMMyqSv1pc6GUa31pcYlObEucSaS5yFtYQKfKUppHBnjXm2K9z2R5yEVQIUoUkF0kykT1rTIqw+n1TLHJevEwtcnpSHT9TGYQ2d6cdqlrAmrGgozk4iUqYyYxDi0loECUyPWuxyoX6aPuAa8Y5FTFAERLuh2s89NtcNy8I8iISzUl04lziyG8UsxaqyziyEIWMcWgRZRK6lBTR/+QcLep8vPeIcWTxpF1UqNhSwOOgvVoUC/DtwS4/vvk2FTHgktZfZeZkuYCfqtQVj3mic+w3ilnJSGfTnHLJGJIi8Np0jywX2DHHvDneZNOeAUX1yR/e/BYdec6aNCfIZdxM41cXN4vqibDFPNa5YvZ51jjg7WCbXXXIIjVYZDpOqnMS1slygTVtjkjOJDEZRxZVOeArZ5e43hzQUIuZo/5yQXecShhKzB/d/Cr/j8c/xB/f+Qp1yWOQVFGEhE1lwuOow21/HYA7ix6X7CGSkDOPdW7PujQ0n4fjFjfafY6dGvXlgvtZYFDRAkQhL2pTcoEnq6doYkxHXpDmRd3HYVi0vSd5kT2jCTGKmHLH6XHmVokziY93H3PgNhkGJjv2lCBVaKguYSbzY413WGQ628qIflJlnNo4qb5adF2TPd6ab7FpzAhTmXmis6VPaCsOr813AbhuXSAJGTf1E3Qx5rveHh81HwDwa84NarLHq9N9dClejdePtx5xUz/lVfcSDdmlIbtIZNQlj4rkM00tLDFEERIsIVpdn3EuoQsJItmqKqQiBquZLlVIcTOt+D0xZJEa1CWX+bK2JMiU1TnaVkZYYsi9aI2OPMfNNKqiz1HcQhNiqlKAm31vVvVusMZN/ZRRaq+ykd7PdapL3ur9378XfNu5RFeds62MiveWAtJcIEXEyzTe9rbZ0waME5tXJ7v82a1f5jypIQk5HWnO//Pss/ypjS9xntQZJBWe0E6WC5pjppnJIKniZhq/0H+K69U+thTQkF2Owha/rfo2r/t7PKGf8jhqcxS2OHCbfL51ixvaGdcVh0UOt6N2cZwyg287l/hs5T3W5AUqGTURMkATROI8QxIEqoJGmCeMs5hbcYuW6PJ17yqXtD5HUZMfsu5wntrLfKKAuuSvFmbHuUyQy0S5XNwXEXnL22EUW5x4dW5Wz6lIAQd+C0sOV9U3X2h/m0WWogoCJ6nK28EW49TCSXV+2H6XIFdYZDpBrhb5WUqfCAkvUzmMmwyTKle0c6pigClGVJfj6dVglzW5qLnZViZAkY9WF0MeJ3X+Qf+TfK5xm21lxJq0IKIYe16mMF9mFn7DvUpPmfGEdrKqWIEig+p2tI4ipGzKE3Qh5pv+5dXrDuPmasH+/bCHKUYsUp0tdYwuxpzGdWaJySv2HXQhQRdizmYKP/XsvXIheElJSUlJSUnJh0X50FRSUlJSUlJS8gEo5bkPiffluRf+2RdY68QEqczIs9ivjzl3K4wWFjXTJ4gVRDHjkxuP6KoLrunnK5lJERIkIedbi0tcNS5IEXFSHUVIeRy02NSmvDXfoqU5PFi02bUmyGLKZ6p3cDONs7jOI7/N7WkXS4m4XBlya7LG040z/Eyhrvhc0vucRXXmiY4mJkxjk0WiMQ5Ntq0ps8jgyWohA5lihCmGvOVsE2YyX7l/mY9ffoQsZLxUfcSuOmSc2uhCjC7GdKQ5g7TKIKlw11/jhnHGg6DLXadHkMpsW8U07VdPLnG5OaKjOQxCm47m8GDR4nRa45m1M46dGn9i7ys0JYdNecogtbkVbPGuu8Hvbr7OadwgziUWmU64rJTQxIQvHV/l9+y9SZjJKGJKmourBvK66nPDPifIFHrKDFOMqEg+XqZREX10MeYfXnyChupxyRhw3+syCCucuxWiROLF7hGamDBP9KLZXUw586qMA5M8F/h47xE/WX+dB1GXw6jFi+YjJCHjPK5TkfxVy/sXp09gSHEhwUx3iwXLxpxBaLNlTAkzmYugQpYLHM3rrFfmrBlzvtvf4k9c+SrSMhdlnNisKxOy5YL9+0GPpuxQkzziXGa8bAE3xYhJYlGTPF6d7/POaI2P9Q64CKo8XT3hOGjwQ/X3+KXxUxhSxHXzgou4SpgVFTCKmKEJMWGusKlO2FJHvOtvMUuMleR71+lxzb7gOeuAHXmMIqSMUosMgde8S/SUGY+CDuvqlDveOn6mYEkhmpjwK6dXebF7xINFm7oacLSos1kppMEkE/lU6x4vGY/4qnuN583HKKR4uUaaCyhCyi9Mn+G6ec43p5d4pnpMtpTWvjK4zJq5wJBiZCElySUOnAa2EvHu2Rovbh2t5FFFSNnUJkhkeJmGJsa/QRIKcmUl5T4MumyqxTj2MpWfO3mKp5tnWHK4yivKcoEMkU11Qk+ZkeYC31hc4bp5ji7EmGKItFyAPk4smrKLIiTcDdapLT/3MGwB0FBcZks58/e2vo0uxFTFEEXIOEpqPIh6PA7a3HO6tDSXUWjxY+132FZH/NriBuvqFCfV6SkzolxGFRJ2lSEtyaUiJniZxDQzinsPOdPM4LoyYZBpxLnIq/4lfsi6zeO4iSokXFUmuLlElguIQs6tcJ2r6gWKkPEtf59n9SPeDra4qi4rVpwn+IP11zhNbEQyupLH3bhNhogphHi5xiVlyJfda1SkgOe0Ix4nLSpisYi5LvrMM403gx2e0E+whAhTjDlNqihCyu1wA1VIMMUIXYg4iDqYYoguxqzJUwBGaYVfGj9FT5vzyG3zUv3xSpK/ql0wTU2OoyZtecHT+hFvB9tsqyMkspU8aQkRbq7iZhqSkKGQ0pUcFCHjK94VvEyjJnlcJFWua2dcVoYoQsYgtTDFiLoY4WUSKQK6kKIIOXEuEOciKcIqn0giw81UztMaLcnhXriGl2kMY5tPV25zntTpyHO+4VzlFfsO33Cv8qRxjC7EXCTFMoXb/jpddY6TFjLXLDEYhjZRJnPF6qOIKW15wYOgyxc6X2acylTEhJoo8VpY5Xa4gZPq/L7a6wxSnYoYMU5NUgQ6ksvDuM0lZUicizyIO7yonTLNFCpiwjRTmaaFXCsJGaPU5kn1HDdXqAoRv+pd5Wn9iLoYEixl7ziXCHKFDdnh9WCTiuRzWR5zmNS4qky5Fbeoix5pLrKnuJwmOlEucVnxWGQQ5BK6kHKSVvhn45f4Y+1fA2CaGbwdbHMUtviJ2ndJEVBI+ZZ/mbrksa2MUISUN/1dduMDfs+zd0t5rqSkpKSkpKTkw6J8aCopKSkpKSkp+QCU8tyHxPvy3I/+wp/AqMg4scq9ox4/cvM9bk177FYmOLHGwazB9eaAzzTvoAoJ48TmKeOIjuTwOG4xSKo8rR1RlwKCXObtYAtdjHnd3eMT9l2+7lxjTxtwx1vnlepd7gTrVKSAt5xNblqF1PfOYgMvUenpCyaRyUv1x3x5eJVL9ojf1/wWg7TCO/42phTSkRfc9ddwUo1tfcyuOuST+hnTTGCRqQS5wr+bP8VH7YccRU02lAnnSZ2r6jnf9i7z2ytvcZ5WC2eLWNSzBLnC+Ne5PMaphZdqjGKLTW3KL13cRBRynm2c8iunV3ixc8xFUKGu+tyftdmyZ/zRtV9butAy3g62ANhWRnzbu8xR0GDXGLGrjhgnFoqQchHX6CkzvrPYQxSylfToJSrX7As0MUERE5qSS13ycDONTWVMlBfuEzfTmKUm0dLl1pIcpqmJJGQEmcIwqSzdOwFBpiAJGZoYM4orK4fe/2XnX6ELOdNM4mHcxhRCxqlNU3LIEIhymYOovcox+kfHH+VH195jlhiEmczP3Xmal/cf0dUWuIm2cgN+qnWffa3Po7DLZ6zb3I16bCoT/t38aV60HuFlGuPEZhjb3DBOVw6h86SGJYZ819sDihqO952Wi1TnpnHCNaWoIYiQVscZCunpOGry7mydP7H5ZZ7TBpwmOu+Gm1xVz7kXrSEJGcdRk4bs8m8unuFPbn2ZPXkEwEla4zRu0JNnqELCNLWKrKFc5Ja/yaY6YZYajCKbuuJxFtaYRQamHJHlApqUcOLV+JNbX8YUQtbkBXEuIpETIaGScjtaI8olLpIa/aiKk2o8YZ4S5zKz1CDIFMJMxpZCJCFjEpsYUszPP36SbmXBljXjSfsUUwyZpSZPGce4WZHPAyCRcZ7UaUpOIeNKPneCDXrKjFedfS7rfVJELDHkbXeLS8YAL1OZJSYftR7wgnZOjMDtqE2QK5zGDbxM5WPmAywhYp7pvBNsE+Qyu+poeY4Kh+gi1VcZUqqQsK2MmGcGWS5yFDfpyTMkIWeR6jwKO4wji0Wi8WLtgKvaBaPEpiPPUYWEDXlOlgscJoWjNc6lQr6S5pwkdYJcYU8Z4WUqo9SiLnk8jjpUJJ+LuMaz+iHeMkdHFxKmmckL2gVf8vbZVkY8jjooQsJZ3MAUQz5mPly5q57UTllkOm8HWzyrH3KaNNhThkS5xJ1onZ48Y1OecjtapyPNiZGwhIh+WuGyMuB/9d0/yv/1mX+GRMY8M5ilJk9oJyhChiXEnCSFlHIQt+nJMxaZsZRSQ64pfVIETpI6O/KEaWYQ5RKnSYNLSh9JyDhJGlxWBihCxu2ot3JqXlb7WEJMisBXvGs8rR+R5iL/dvYsP1S9xZ4y5nHc5NvuZeJcQhFSttQxs9RkVx0iLh1trzr7dNU5TcnlUdjhpnFKmos8CLr8rtp3+e8nH+Ml+xEAT2snRdbWcjuDXOE73j6KkFKTPF4yHhUSk5ChkvKv5s/z26tvra7Xr3tX+IjxiIdRlxeMg9WSgIdRh0FSYVcdchS3eE4/YJTaVMWAUWpxP1zjun7GUdRkmFTYUsc0paLCaLA8vk9oJ/z8/Dl+qvYd3g63UISUjjwnyBSuqgMexm2OoiYVKeAF/ZA3gi1eNg6ZZipxLvJV9zofN+/x/x58iperD3nZeMhXvKu8ZDziMGmyKU9Ic3Hl1Hz/e6S13I6TuMFz+jH/ev4cTxnH/OOLl/nx9ht4mcaaMkMk4yhucUM75TXvEs8aBzQlj0WmEecS2/KMB3ELSwy5qsx5I+zwlr/DTf2EuuQRLBJ+5zMPS3mupKSkpKSkpOTDonxoKikpKSkpKSn5AJTy3IfE+/Lc7/53fxSrKpJkEkEqY8oRfd+mrXuIQoYsFO31YSrzI813qEqFpJUuqxrcTONJ7ZSjpMk7/hY76pCzuEGQKbSVBcO4Qk32VgGKi8xAF2LGqcWB32ZNm/HIb3Pk1rlcGTIKbV6qP+LLw2u0dYc/3v0yJ0mDf3z+Mj/ceq/4bETedra4bPbJcpEr2gWLTMcUI97ytnETDVHI+Or5JX544y7zRF+1iV/S+sS5zFcW15GFlJrs0ZPn/H/PX+BznTt8ZXSVHbNw+TVkj0FUYRhZRJnM4ayOF6l8ausBi0TnwbTNc+1j3pms8zs33kER0uX2nBPkKotURxIyDsI2uhgjChlZLlKTPMaJjZepjCOL1/rbdCyHbWuKvJTCRCHHlGKqks8V/WLlWHxfdvMylXV1iiWGK5dREeSX0o+rTGITgE1tyjC2GccWfqqwqU+5s+hxvXLBNeOcjrxgQ55ynlRZZAa/NruGImTsGkPuums8aRdN2w/9DnEu4SYaVTkgzGTqiseR32BNn6+caVBMvT9pnlARAxaZTkdeUBF9bgWbbKvj3zB2ZqlJU3aZpiaPgzab2oR+VMXLVDQxYRxZHLgNrlUGfK52i8vKEFEoGsffDLYRyVdt9cOkwkO/zTP2MVfVc764eBJTjDgOGtSVIoCwH1aoKT5r6pynjCOA1bl6093munnOhjLhNG6Q5SJ3vB4PFm0uV4ZkuciZX2URafRMB1HI2DXHjCMLN1WZhgaf69zhzfk2v731NoqQEGQKVSngXlhUZQzjCqYU0o+qq7qTd6brbJhzZDFlGpk8VT3lLKyhikUT+zfP93i6fcaOMSbMZEwp4ksX1/hze7+Mm2nEuYwuxtwPemyoExQh5Rvzy+waIypiQJzL/PLgBh9rPsaUQs6jOoYY4S+DRlvKgi1ljCqkKELC3zt9hT+2+RVGic04LeRkSwxJc5G65K1kVFOMGCQVvEzlPKxhSyE3jEJuBLjlb2KIEbvakGlajMc4l/jq8ApP1085C2r0tDkNxWVXHS0DVnu8YDxmlFbQhYiHUZc4l3jBeEw/qTJLzVXQ4TCpMEsMnjRPSHOhCJFc7K/2u6fMOI5aPKEfowsJ80znfriGKYZ4mcZXJ1f4XPM2P99/mj+w/ipBVlRm9OMq1/RzJDK+6+2yrk7ZUCYcRy2aciGDTxJrFZA7SmziXKIjzxmn9mpsn0V12sqCMFOW597mJfshcS5zELWoSUVQ6Sw12VLHxfWVaXiZipPo/M7aG/zC/Fm21PHq2DWXwZ8Ai0zntcUeYSbzk63vogsRupDw/xl8kmvWBRvKlEFS4ZLapyIGHMRtNpQJvzovgl7rksejoMOnK7f5p6OP0lRcnrMOCTKFPXXAeVLHEkOmqUlTcjiKW2wrI6pisRTjdX+PjrzgX5w/z/9m82sAvOdv0pSd1XUvUnxdd+Q5cS5xntSRyPj67AovVR9xFtV50XrEOLW5ql7wIOqSITBIiiqjWWLyjHnIIjUI8iKM1BJD5qnORVKjKbkcR02u62eYYrG8YJBU+Nr4Ci3N5fe3vsVR3EISMtJcpCL53A97vDHb4RON+2woE6qiT395/3vL2eKnmt/hJG7yIOiyo4345vwSn60Xju/3pf6OPGdTnnA73Fi5je+Ha4hCtrpeNCEmQ1xeoxJNyeFR2KUiBeyqAw6iDk3Z4ZfHT1BRArb1MVe0Cw6iNpfUPnfCda5oF7zl7XBFv+Bdb5M9fYguxNwaNvi/ffLnSnnu/x/+9t/+2+zt7aHrOh/72Mf49re//f3epJKSkpKSkpIfAMqHpl/HP/kn/4QvfOEL/OzP/iyvv/46zz77LD/6oz9Kv9//fm9aSUlJSUlJyfeZUp77dXzsYx/jpZde4m/9rb8FQJZlbG9v82f+zJ/hL/yFv/AbXhuGIWEYrv4+n8/Z3t5m+7/5WeobGWkmkqQilh4xedCgfWVEmouMR8V088euPOat83U+tf2Qi6DCujHjS4+v8fn9O/zC157nRz/xBo+cFnePe2yvjblcHRJlMrfHXXaqUyaBwTQweLJ9TpQW0/enbhU/VhidVWmtz2kYHg+OelQbLvmvNlj7iUPiVKKmBTyeNpg/qmNsL6iZAfk/6OL/gQkvrR0xCi1MOeKq1efv/8qnEbsBr+w/JMlFXj/d4lpngClHfOvhHr/vqddJcolHbovDWR1ZyrhSGwLgpSpvHm+Q5wLdRtFar4gph/0m5ncNar/tnOODNoKcYdQCgmObXMlp7ky5XB/x6tuX+YmXvkuci9hyhJcqDIIKw8Bk7JlU9JCJa7JWnfPg3jpSLaJTd+jfaZO3IgQhR9ZSIk+h25mTZCKblRm3z3t8ZPuQO+MuthZyeNgBOWO9NyVJRWauQbPicTGs0mktgEI+jWIZScro2QuGnkWeC2xXp1y4FVqGS1Pz0KSEWWSwYUz5ubtP8cr+Q6JMYh7pyGKGrYSMQ5Ozf7rH5PmYatulZvocH7dAypG1BEOPWVzYGG2PNBN5dv2UW4Men9x8xK8+vsJPXn2LO4seupQwjzXmYRFiFyUSr6w/5NhrcM2+4LHfQiTn1rgHgEjOeG5Rr3pUtYDHZ23yROT5K4f0PRtJzLCUiPdub1FZc6iZPotAQxBgvz7msj1kEBZut1O/jpcUnX4AR5M6+i/W+Myf/BaX9T5fHl+noXo0VZd5ovNv330KWUuwrZCqHnA6qrHRmhGnEuNv9Yiv+LTqDum/7GD8l+cM5jbRSOfzL7zLu+M12svjW1c8HjptPt95j18dXaenz7k97eH8dxus/5FHmHLM4aKOIqUM5jZP9c65N2kTRjKmHjGdm1z6g29w/x++wFpnxtn9NjvXLxg5Fk90Lrg7brNRnWPLEa8+2OXzN2/zpa88w80XH3OlMuCh08ZWQr57usXVzgBZzHBilfvvbJELgJJhdl0UOeVac8hle8ADp8PT1RMyBE6DOmEm09PmjOMigPTRoklVDRn4FoqYslcZE2Uy7w7XmI4sXrxyyFW7z1lQ49it8fnebQ78FvfmHapqyFtHm1zbuOC9d7a5fPOUuhawb4144LSx5eIetWOM+UdvfIz/6iO/yj87fJ7fsfUu/+BLn6Z1dcTnNu7xwO3wnXu7fP7J90hzAU1MWCQ680hn3ZgjChm/dnSZT28/QBEyNvQJt5116opHtgxotKWQcWxx2ezz/3rzFX7fk68zjGwWsc6r377G//HH/g2HYYuzoMY4NGnrDpKQc9nscxo0mMYG92dtPtI+4jyosmuN+eXja/yRS99ikeorWfjV0Q5VNaSu+uwYY/xM5b1Zj117zC/efoLPX7tDXfHY04f8/MXTXLJHyGK6clH2owoSOYYU8U9/7WX+1A//Mv/69Gm27SmbRuHE0sSE+26HH2u9w6Owwyiy2dAnxJmMIia8Nd/i7qSDKqVcqw94MG9xuTqiH9i80nrAG7PtVYjmHW+NYWTz6fpdAL45v8SGNiPMlVXw6tcu9vnRjfc4Der86uOiv/Oze/fpqAu+OdrjcmVER10Q5xKikLOljnnD2eFTtbu8ttjnPKiyYUxxU40wlWlrxbGVhZQ7ix6ykNHSHJJc4tceX+bpjTN2zDGHXpO7ww6f3brPTeuUL45ucjirMzhu8PGn7/HuYI0X145IMomnKye8vdjkheohr893+FjtIePERhdj7no94qwIqxwGFj/SvcUbi21erBzwOOzwzcEuL3cO+NLJVTQ5oaoF/I7eO8S5xH2vy0VQ5Q+tfZNZavL3Dj7BJ7sP0cQEP1NXx+iS3ue/ufsp/g83fpk33B3Ogyov1x/yf3/18/yBZ18jySXiTOQ7o21e6T7kLKixpU+473b5ROM+970e180zFpnOPz94jhe7R4xCmzV9zpPCPf7UC6+W8tz/FKIo4jvf+Q6f//znVz8TRZHPf/7zfOMb3/gPXv/X/tpfo1arrf63vb39n3JzS0pKSkpKSv4TI3+/N+AHheFwSJqm9Hq93/DzXq/H7du3/4PX/8W/+Bf5whe+sPr7bDZjZ2eHzA9JvWKmKU0F0iwm8wNSr1j4mfnFIY/diNQLiJyIOIyI0vf/Xrw+ciISNyTzAhI3JBIj4jwj9UJiKSIJRNJQJHYj4rRYyJi4IWmSrT4vycLiz1pIHhbvk6QScRKReuH3XpeH5HHx58iJiCOFWI4I82JbWG5nikjqBcVnyhGZFxA6MUmeEXvFeyJmRHJU7GMKmReQ5wKJGiIKOYKYknkBaSgU++cHCHJGqgRkvkye5MU+KtHyOMTEuUAox0QpxGFEEkikvkSShqSeRCIt30eJSJSQLAjIvWKmKU1TMj8ldYvjH4vFdhfHPyRJit9Fzorjl4mknkAiFsc+1Yt/qacIpHEKUkYihKS+TJ4LxblwQ+IsIkoiBDEhjiXCNCZ7//zmEnEkkosZsRKRhBJpFJD58er4Z34AUk6WJqRZQubLpF5AmomrbY2cYoyETkzsRkhSQhJDEhYLoNNUKv6bHxESEwcRAsXxBMjJyTyJVF7utxeQp8X7J15ILmYky+P+/nalIQgCxErxnlEYESrFe8dJvlqEnnohaVRsm58kxG5EFEWEakyUSGR+UOybEJGky3GtF+MxDYLiWKvFeyRuSOrJZD6r6yDOIqJ4+dluRGAsPyMp/nsavT8uYxI3RJBSUk9eHbs0Sopr0RNJ8nh1XWX+9z5vNSakkFj+3nWYBcV7h0Lx2bESra6DXMxI4pzMD4qZpqS4RkU5JdaW58GNCMSYHIEoiIiyjDCOieJodd3GcUTiywhiSiR871rPfKn4bGKioDhPgRMT+dHq9/7H+xInxbUbu9HqWgzTYn8CJyF1Q0InJguK8xw6MbEXrfY3zYViHKcicSQSpRGikK3GYC7kBElM5BTnI1/ONIVSsU9BFq/uDVEUESciWRDgOwlhWOxHHMlESYQk5ARZTBQU4yRxQyI9Jg6LfUi9kMBJCNLi90IlXu13FEWEaUyYCcW+8r1rLlR+3TgkJhVTFClGEjKiKEYiR5S+d0wSNyQWivcTyUBMiL0IX1tucxQTJDFxlpOKyffGipgSydHqHp2EIYG2POdygiQlhF5MHEf4cmFEiJyIMI4Jc0iFlCQv7j2hU+xj6gXfe51a7G8kFH+O8wxRyPHVhMiJ8KWkuEeGxbZHqbAaX5KQkwppMU6FjCiOSHJpNXbDrLhXFOc1xs+/t1+ZH/yG+06SSwRCQuRGBGLx/76UECQxiAmRF61mmuJQIXCW2ycUxy9xQ0Jjeb+TEpKkOK9xnhe/G0Z4ixQ/S1bHAjEhzITVMfKThNQLi3HkFvscyAmZ/+u+hzLxNxzLMCnGdqAkRF6MnyUEWfzrvusioiTGXxqGPojwVspzS05PT9nc3OTrX/86H//4x1c///N//s/z5S9/mW9961v/0d8/Pj4uZ5tKSkpKSkr+F8rR0RFbW1v/0deUM01L2u02kiRxcXHxG35+cXHB2trab/r7GxsbHB0dUalUEAThf67NLPkAvL++7Ojo6DfVp0v+56c8Hz84lOfiB4fyXPzgkOc5i8WCjY2N3/S15UPTElVVefHFF/niF7/IT/7kTwLFQvAvfvGL/MzP/Mxv+vuiKP6mT6gl/2mpVqvlzegHiPJ8/OBQnosfHMpz8YNBrVb7QK8rH5p+HV/4whf4I3/kj/CRj3yEj370o/zNv/k3cV2Xn/7pn/5+b1pJSUlJSUnJ95nyoenX8ft//+9nMBjwV/7KX+H8/JznnnuOX/zFX/wPFoeXlJSUlJSU/NajfGj6H/EzP/MzH0iOK/nBRdM0fvZnfxZN077fm1JCeT5+kCjPxQ8O5bn4Xyale66kpKSkpKSk5ANQhluWlJSUlJSUlHwAyoemkpKSkpKSkpIPQPnQVFJSUlJSUlLyASgfmkpKSkpKSkpKPgDlQ1PJfzb8tb/213jppZeoVCp0u11+8id/kjt37ny/N6sE+Ot//a8jCAJ/7s/9ue/3pvyW5OTkhD/8h/8wrVYLwzB4+umnee21177fm/VbkjRN+ct/+S+zv7+PYRhcvnyZv/pX/+oH6j0r+f5TRg6U/GfDl7/8Zf70n/7TvPTSSyRJwl/6S3+JH/mRH+HWrVtYlvX93rzfsrz66qv83b/7d3nmmWe+35vyW5LJZMInP/lJPve5z/ELv/ALdDod7t27R6PR+H5v2m9J/sbf+Bv8nb/zd/j7f//v8+STT/Laa6/x0z/909RqNf7sn/2z3+/NK/lNKCMHSv6zZTAY0O12+fKXv8ynP/3p/197dx9S5d3Hcfx9OpU5z0mX2ilXmdHTcqlHCjaljNIwMmi0pKhYBkJhumMUWpTJWsftn+j5kR7sueiBDcfcVlZm/6SZbfaHNgUdYylDejDJLU/7Y3RuvN3NfXXv7lzl+bzggPwO1/l+joJ8PL/L6zI7jl9qb28nPj6e3bt389lnnxEXF8fWrVvNjuVX8vPzuXHjBtevXzc7igBpaWk4HA4OHjzoXZs3bx6BgYEcP37cxGRihLbnpNd6+PAhAIMGDTI5if/Kyspi9uzZJCcnmx3Fb3311VdMmjSJ+fPnM3jwYJxOJwcOHDA7lt9KSEjg8uXL1NfXA3Dnzh0qKiqYNWuWycnECG3PSa/k8XhwuVwkJiby3nvvmR3HL50+fZrq6moqKyvNjuLXGhsb2bNnD6tWrWLdunVUVlaSk5ND//79+fjjj82O53fy8/N59OgR48ePx2q10tXVxebNm1m0aJHZ0cQAlSbplbKysqitraWiosLsKH7p559/5pNPPuH7779nwIABZsfxax6Ph0mTJuF2uwFwOp3U1tayd+9elSYTnD17lhMnTnDy5Emio6OpqanB5XIRERGhn8cbQKVJep2VK1dSUlJCeXk5w4YNMzuOX7p16xatra3Ex8d717q6uigvL2fnzp10dnZitVpNTOg/hg4dyoQJE7qtvfvuu5w/f96kRP5tzZo15Ofns2DBAgAmTpxIU1MTRUVFKk1vAJUm6TWeP39OdnY2Fy9e5OrVq0RFRZkdyW/NmDGDH3/8sdtaRkYG48ePJy8vT4XJhxITE3tceqO+vp7IyEiTEvm3jo4O+vTpfjqx1WrF4/GYlEhehkqT9BpZWVmcPHmSL7/8Ervdzv379wEIDg4mMDDQ5HT+xW639ziXLCgoiNDQUJ1j5mO5ubkkJCTgdrtJT0/n5s2b7N+/n/3795sdzS/NmTOHzZs3M2LECKKjo7l9+zZbtmxh2bJlZkcTA3TJAek1LBbL364fPnyYpUuX+jaM9DBt2jRdcsAkJSUlrF27lnv37hEVFcWqVavIzMw0O5Zfevz4MRs2bODixYu0trYSERHBwoULKSgooH///mbHk/9CpUlERETEAF2nSURERMQAlSYRERERA1SaRERERAxQaRIRERExQKVJRERExACVJhEREREDVJpEREREDFBpEhERETFApUlE3lhLly5l7ty5Pp975MgRLBYLFosFl8vlk5mFhYXembqquog5dO85EXkt/afb4rywceNGtm3bhlk3NRg4cCB1dXUEBQX5ZN7q1atZvnw5kydP9sk8EelJpUlEXku//vqr9+szZ85QUFBAXV2dd81ms2Gz2cyIBvxV6oYMGeKzeS/er9Vq9dlMEelO23Mi8loaMmSI9xEcHOwtKS8eNputx/bctGnTyM7OxuVy8fbbb+NwODhw4ABPnjwhIyMDu93O6NGj+eabb7rNqq2tZdasWdhsNhwOB0uWLOG333576cy7d+9mzJgxDBgwAIfDwUcffeR9zuPxUFRURFRUFIGBgcTGxnLu3Llux9+9e5e0tDQGDhyI3W5nypQpNDQ0vHQOEXk1VJpEpFcpLi4mLCyMmzdvkp2dzYoVK5g/fz4JCQlUV1czc+ZMlixZQkdHBwAPHjxg+vTpOJ1OqqqqKC0tpaWlhfT09JeaW1VVRU5ODp9++il1dXWUlpYydepU7/NFRUUcPXqUvXv3cvfuXXJzc1m8eDHXrl0D4JdffmHq1KkEBARQVlbGrVu3WLZsGc+ePfv/fXNE5B/R9pyI9CqxsbGsX78egLVr1/L5558TFhZGZmYmAAUFBezZs4cffviB999/n507d+J0OnG73d7XOHToEMOHD6e+vp6xY8camtvc3ExQUBBpaWnY7XYiIyNxOp0AdHZ24na7uXTpEh988AEAo0aNoqKign379pGUlMSuXbsIDg7m9OnT9OvXD8DwbBHxDZUmEelVYmJivF9brVZCQ0OZOHGid83hcADQ2toKwJ07d7hy5crfnh/V0NBguLikpKQQGRnJqFGjSE1NJTU1lQ8//JC33nqLn376iY6ODlJSUrod8/vvv3uLVU1NDVOmTPEWJhF5/ag0iUiv8u+lw2KxdFt78V95Ho8HgPb2dubMmcMXX3zR47WGDh1qeK7dbqe6upqrV6/y3XffUVBQQGFhIZWVlbS3twPw9ddf884773Q7LiAgAIDAwEDDs0TEHCpNIuLX4uPjOX/+PCNHjqRv33/2K7Fv374kJyeTnJzMxo0bCQkJoaysjJSUFAICAmhubiYpKelvj42JiaG4uJg//vhDnzaJvKZ0IriI+LWsrCza2tpYuHAhlZWVNDQ08O2335KRkUFXV5fh1ykpKWH79u3U1NTQ1NTE0aNH8Xg8jBs3DrvdzurVq8nNzaW4uJiGhgaqq6vZsWMHxcXFAKxcuZJHjx6xYMECqqqquHfvHseOHet2mQURMZc+aRIRvxYREcGNGzfIy8tj5syZdHZ2EhkZSWpqKn36GP+7MiQkhAsXLlBYWMjTp08ZM2YMp06dIjo6GoBNmzYRHh5OUVERjY2NhISEEB8fz7p16wAIDQ2lrKyMNWvWkJSUhNVqJS4ujsTExFfyvkXk5Vmem3U5XRGRN9SRI0dwuVw8ePDA57NHjhyJy+Xy2e1bRORftD0nIvI/ePjwITabjby8PJ/Mc7vd2Gw2mpubfTJPRHrSJ00iIi/p8ePHtLS0AH9ty4WFhb3ymW1tbbS1tQEQHh5OcHDwK58pIt2pNImIiIgYoO05EREREQNUmkREREQMUGkSERERMUClSURERMQAlSYRERERA1SaRERERAxQaRIRERExQKVJRERExIA/AWKLQR29VmkDAAAAAElFTkSuQmCC",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import io\n",
"\n",
"import matplotlib.pyplot as plt # for displaying data\n",
"import numpy as np\n",
"from pydub import AudioSegment # for reading and manipulating audio files\n",
"from scipy import signal # for visualizing audio\n",
"\n",
"item = opera_set_with_audio.iloc[0]\n",
"file_url = f'https://{item[\"object_key\"]}'\n",
"\n",
"# Downoad the audio to memory\n",
"response = requests.get(file_url, timeout=60)\n",
"audio_filestream = io.BytesIO(response.content)\n",
"\n",
"# Read as mp3\n",
"sample_rate = 48000\n",
"sample_width = 1\n",
"channels = 1\n",
"sound = AudioSegment.from_mp3(audio_filestream)\n",
"sound = sound.set_channels(channels)\n",
"sound = sound.set_sample_width(sample_width)\n",
"sound = sound.set_frame_rate(sample_rate)\n",
"\n",
"# Get the first 10 seconds\n",
"ten_seconds = 10 * 1000\n",
"first_10_seconds = sound[:ten_seconds]\n",
"\n",
"# Get audio samples and sample rate\n",
"samples = first_10_seconds.get_array_of_samples()\n",
"samples = np.array(samples)\n",
"\n",
"# Visualize the results\n",
"frequencies, times, spectrogram = signal.spectrogram(samples, sample_rate)\n",
"plt.pcolormesh(times, frequencies, np.log(spectrogram))\n",
"# plt.imshow(spectrogram)\n",
"plt.ylabel('Frequency [Hz]')\n",
"plt.xlabel('Time [sec]')\n",
"plt.show()"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.11.5"
}
},
"nbformat": 4,
"nbformat_minor": 2
}