{ "cells": [ { "cell_type": "markdown", "id": "584e338a-77e7-4345-a150-caac88337650", "metadata": {}, "source": [ "\n", "\n", "# Chapter 4: Spectral Analysis\n", "\n", "by [Julien Emile-Geay](https://orcid.org/0000-0001-5920-4751), University of Southern California\n", "\n", "\n", "Recall that in spectral analysis we step into a \"bizarro world\", switching from the time domain to the frequency domain. There, two essential features are of interest: peaks, and background. In this tutorial, we will perform spectral analysis on Rio Grande streamflow, and see if we can learn anything interesting about it in this way.\n", "\n", "### Packages\n", "In addition to the Scientific Python stack (numpy, scipy, matplotlib), this tutorial showcases: \n", "- [pandas](https://pandas.pydata.org/)\n", "- [Pyleoclim](http://linked.earth/PyleoTutorials/) was designed for the analysis of paleoclimate timeseries, but we show here that is perfectly able to deal with any timeseries.\n", "\n", "### Dataset \n", "We will be looking at the daily discharge of the Rio Grande, which has been measured at \n", "Embudo, NM since 1889. The data and their associated metadata may be retrieved from\n", "the [USGS website](https://waterdata.usgs.gov/nwis/dv?cb_00060=on&format=html&site_no=08279500&legacy=&referred_module=sw&period=&begin_date=2023-05-21&end_date=2024-05-20\n", "). Let's load them and have a look:\n", "\n", "## Data Wrangling \n", "\n", "Once again we use pandas to load the data from the web. We need to give it a little help by specifying the column names:" ] }, { "cell_type": "code", "execution_count": 152, "id": "a5cbfdbd-e5ad-4409-9e5d-c585f64fa853", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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agencysite_nodatetimedischarge (cf/s)code
0USGS82795001889-01-01398.0A
1USGS82795001889-01-02385.0A
2USGS82795001889-01-03395.0A
3USGS82795001889-01-04400.0A
4USGS82795001889-01-05413.0A
\n", "
" ], "text/plain": [ " agency site_no datetime discharge (cf/s) code\n", "0 USGS 8279500 1889-01-01 398.0 A\n", "1 USGS 8279500 1889-01-02 385.0 A\n", "2 USGS 8279500 1889-01-03 395.0 A\n", "3 USGS 8279500 1889-01-04 400.0 A\n", "4 USGS 8279500 1889-01-05 413.0 A" ] }, "execution_count": 152, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import pandas as pd\n", "url = 'https://waterdata.usgs.gov/nwis/dv?cb_00060=on&format=rdb&site_no=08279500&legacy=&referred_module=sw&period=&begin_date=1889-01-01&end_date=2024-05-20'\n", "\n", "df = pd.read_csv(url, header=30, sep='\\t', names=['agency', 'site_no', 'datetime','discharge (cf/s)','code'])\n", "df.head()" ] }, { "cell_type": "markdown", "id": "cda6e33b-69c6-4dbe-b368-39496331adf6", "metadata": {}, "source": [ "the fourth column is the one we want, and we'll want to use the datetime column as a index for pandas. Let us create a new pandas Series from this dataframe, with this new and improved index:" ] }, { "cell_type": "code", "execution_count": 48, "id": "04ce2ad1-e1d5-486b-95fb-08fe9fc969a4", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "datetime\n", "1889-01-01 398.0\n", "1889-01-02 385.0\n", "1889-01-03 395.0\n", "1889-01-04 400.0\n", "1889-01-05 413.0\n", " ... \n", "2024-05-16 1000.0\n", "2024-05-17 1020.0\n", "2024-05-18 1030.0\n", "2024-05-19 1150.0\n", "2024-05-20 1280.0\n", "Name: discharge (cf/s), Length: 49448, dtype: float64" ] }, "execution_count": 48, "metadata": {}, "output_type": "execute_result" } ], "source": [ "date = pd.to_datetime(df['datetime'])\n", "dis = df['discharge (cf/s)']\n", "dis.index = date\n", "dis" ] }, { "cell_type": "markdown", "id": "4c16db13-19ea-4f2a-be2a-1e8a7b835788", "metadata": {}, "source": [ "First, let us inspect the distribution of values:" ] }, { "cell_type": "code", "execution_count": 208, "id": "50a256aa-ac88-47cb-8dbd-ad9941b7a2a9", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 208, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "dis.hist()" ] }, { "cell_type": "markdown", "id": "4da39361-20d0-4f4a-9a83-8454af54e838", "metadata": {}, "source": [ "Like many other variables, streamflow is **positively skewed**: the distribution is asymmetric, with most values near zero and few instances of very high streamflow. Now let's inspect the temporal behavior:" ] }, { "cell_type": "code", "execution_count": 49, "id": "05b06763-cf37-4a52-907e-4670e9e256cd", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 49, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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VV5lrxRWKwWCIdBY4MRqNGDVqVKSzETMQveWDaC0vRG/5IFrLg9FoFBSP9AwRCAQCgUCIaYgzJAKr1RrpLHBisVhQWVkJi8US6azEBERv+SBaywvRWz6I1vIgVF/iDIlAqce4ud1uOBwOxeZvsEH0lg+itbwQveWDaC0PQvUlzlCMQ+buEQgEAiHWIc5QjEM+SggEAoEQ6xBniEAgEAgEQkxDnCERCD39Vm70ej2Kioqg1+sjnZWYgOgtH0RreSF6ywfRWh6E6kv2GRKBRqOJdBY40Wg0SExMjHQ2Ygait3wQreWF6C0fRGt5EPreJj1DInA4HJHOAid2ux3Nzc2w2+2RzkpMQPSWD6K1vBC95YNoLQ9C9SXOkAiU6gw5HA60tbUFlT+ymkw8UvQmiINoLS9Eb/kgWsuDUH2JM0QgEAgEAiGmIc4QgUAgEAiEmIY4QwQCgUAgEGIa4gyJQMmrydLS0hSbv8EG0Vs+iNbyQvSWD6K1PAjVlyytF4GS9xnKy8uLdDZiBqK3fBCt5YXoLR9Ea3kQus8Q6RkSgcvlinQWOHG5XLBYLIrN32CD6C0fRGt5IXrLB9FaHoTqS5whEdhstkhngROr1Yrjx4/DarVGOisxAdFbPojW8kL0lg+itTwI1Zc4QwQCgUAgEGIaSc7QgQMHoNVq8fnnn/PG6+vrw4gRI5Cfn88ZXl5ejiuuuAJDhgxBUlISLrroIuzZs4cz7tatWzF9+nQkJyfDZDLhuuuuQ0NDAyue0+nEmjVrMHr0aMTFxaGoqAjLly+H2WwW/6AEAoFAIBAGLUE7Q8eOHcOVV14Jp9MZMO5dd92FY8eOcYYdOXIEM2bMQFlZGe666y488sgjqKurw8yZM7Fz505a3DfffBOXX3457HY7Hn74Ydxxxx3YsmULpk2bhlOnTtHi3n777Vi6dCnGjh2LNWvWYPbs2Xjsscdw5ZVXwu12B/vYBAKBQCAQBhlBrSbbvHkzFi1ahNOnTweM+8EHH+CVV17xO6N76dKlsFgsOHToEEpKSgAACxYswLhx43D77bejvLwcgKd3acmSJTjjjDOwa9cuGI1GAMBFF12E8847DytWrMC//vUvAJ4eq5deegk333wzXnrpJe+9CgsL8fe//x3vvvsu5s+fH8yjKxYVOVdDVoje8kG0lheit3wQrZWD6J6hSy+9FPPmzUNOTg6uueYa3riNjY24+eabcfvttyMnJ4cV3tLSgu3bt2Pu3LleRwgATCYTFi1ahIqKChw4cAAAsG3bNrS1teG2227zOkIAcO6552L69Ol44403vBOcN23aBMDjaPlyzz33QK/X45VXXhH72ABAu6+SiIuLw9ixYxEXFxfE1aQxikWa3gQxEK3lhegtH0RreRCqr2hnqLKyEqtWrcLhw4cxYsQIv/HcbjduuOEGDBkyBE888QRnHMrRmTp1KitsypQptDj79+/njdvd3Y3Kykpv3JSUFIwaNYoWLyEhAWPHjvWmSSAQCAQCgSB6mKyiogIGgyFgvKeffho7d+7Evn37/Hpm1MTngoICVhg12bqmpkZU3PHjx6OhoYEzHhX3u+++Q1dXF1JSUjjj+PZSAQNL83p6emgTsDUaDfR6PVwuF+fyPeq5rVYra68DnU4HrVYLh8MBu91OC1Or1TAYDHC73bBYLKx0jUYjVCqVN12r1YpTp05hyJAhSExMhFarhdPpZG0FoFKpWL1bVqsFZrNnh06DwQC1Wg2bzcaaC6bVaqHT6QKma7FYWHOy9Ho9NBoN7HY76wRhoRrypRsKDX0JVDZutxsNDQ0wmUysthCtGgaTrhQN+crGV8P+/n5v3TYYDII15FoooeSyCbeN4EqX61ntdjtOnTqF/Px8zrmVStZQSTaCsgt89bCnpwdNTU3eug0oW0Ol2ohA9dBqtSI1NZWVBhPRzpAQR+iHH37AsmXL8MADD2DixIl+43V1dQEAEhMTWWHx8fEAPHOFgolbWlrKeU/fuP6cIX+0tLSgqqrK+3dKSgoKCgpgt9tpv1OMGzcOgMeRYzaK/Px8pKamoqurC01NTbSwxMREFBUVweVycaY7atQoaLVaNDc3o6enx/t7Q0MDsrOzYTKZ0Nvbi/r6etp1RqMRw4YNo/1WV1cPd5dnZ+1hw4bBaDSitbWVNR/MZDIhOzsbZrMZtbW1tDCtVuvthautrWU1mKKiIiQmJqK9vR1tbW20sLS0NOTl5cFms7GeVaVSYezYsd5nYzaKgoICpKSkoLOzE83NzbSwpKQkDB06FE6nk1PD0aNHQ6PRoKmpCb29vbSwnJwcZGRkoLe3l7VSMS4uDrm5ubBYLJyrGIcPHw6DwYCWlhZvnaXIzMxEVlYW+vv7ceLECVqYXq/39rTW1NSwGnhJSQni4+PR1taG9vZ2Wlh6ejpyc3NhtVpZz6pWqzFmzBgAQH19PctgFRYWIjk5GZ2dnWhpaaGFJScno7Cw0K+GY8aMgUqlwsmTJ9Hf308Ly83NRXp6Orq7u9HY2EgLi4+PR0lJCdxuN2e6I0eOhFqtRnNzM7q7uwEMfAxlZWUhMzMTfX19qKuro11nMBgwfPhwAB4Nmca3tLQUcXFxaGtrQ0dHBy0sIyMDOTk5sFqtqK6upoVpNBqMHj0aAFBXV8d6SQ0dOhRJSUno6OhAa2srLUxpNgIAr43Q6/Ww2Wxwu92orq5mvRiJjfAQyEZQ7x+udCkb0d7eDpvNRrue2AgPwdgICi4bERZnKBAWiwXXXnstJk6ciPvvv583Lt+qLipMrVaHNS4XTGN4+PBhTJw4EVlZWTQnizrzRKfT+XW+AI9R4/KKAY+xpBw0CipvarWaM13qvtnZ2RgyZAisVisaGhqQn5/vdRYTExNZ13JN1isoKEBpZgKAgW3LMzMzkZ6eToun1Xqqim9D50q3qKiI88sC8LxwmA4o9Sx6vT6ghv7STU1NRUJCAi2M0lCj0XCmq1arcehEB/6x/SQuHZeF+RMHtsWnyoZLQ7Va7S3L/Px81scBdW1WVhZMJhMtjNIwPj6eV8Pi4mK/z2oymVgNm9LQYDDwalhQUMCrIfNDg0rXn4ZUnvPy8vzW7+TkZFbPMFU2KpUqYP1OTk721m2qZwjwDHkH0pAJVVYmkwlpaWm0MCpdLg190y0sLPSrYXp6OpKTkzmfJdI2gitdrvpts9m8DhKzhxyIPRsBeBwff2Xjz0ZQcKVLXZueno7e3l6aHSE2woMYG5GZmUkLY9oIoZsuhtwZ+stf/oKqqirs3LmT9uXgcrngcrnQ1tYGnU6HlJQUJCUlAQDLY/T9jSpU37jMFxBXXK40ueKKQafTcQ75qdVq3klafL1pWq3WW3hMVCqVqHR9XxYajUbQxDGj0cCKx3eWS6B0+SaZ63Q6v+e7BdKQL91gNfzf5/cBAMpqO3HttBLoNHQH2V+61Be8wcDWjiLaNJSSbrjqt16v9379MrUOpGGgdP0RqbKRy0b4Mtg0DIeNAIIvG4BfQ+o5ueyIEjVUYv2WUg9Z+RAcUyAfffQRrFYr50RnwPNFcf755+Prr7/2fr1xDTcw5wj5xmV+1XHFpeYacaVrMpkUuzJMfshqMgBwutzQkcOjCQQCISYJuTP0xhtvcE4au+666+B0OvHWW295nZlJkyZBrVajrKyMFZ9a8TV9+nQAA6vLysrKcMYZZ7DipqSkeMc9p0yZgkOHDqGqqorWxdbb24vy8nLMmTMnqGdT8qn1BQUFgk/nJUiD6C0fRGt5IXrLB9FaHiJ2av0555yDWbNmsf4zGo0wGAyYNWuWd1J1VlYWZs2ahffff582T6etrQ0bN27EhAkTcNZZZwHw7G+UlpaGtWvX0sYAd+3ahX379uGGG27wjk8uWLAAALB69Wpa3tasWQO73Y6FCxcG9WzUOKXS0Gg0SElJUWz+BhtEb/kgWssL0Vs+iNbyIFTfkPcMieWpp57CtGnTMGPGDNxzzz0wGAxYt24dOjs78d5773njxcfH4+mnn8af/vQnzJgxA4sWLUJLSwuefvppFBcXY/ny5d6406dPx8KFC/HSSy/h9OnTuPjii3HgwAGsX78el112Ga644oqg8spcAaEUHA4HOjs7kZqayjt+TQgNRG/5IFrLC9FbPojW8uBwOATpG/ESGDduHHbt2oVly5bh4Ycfhlqtxtlnn43XXnuNNe9o4cKFSExMxOOPP467774baWlpmDt3LlatWsVaMfHyyy9j2LBh2LhxI/773/8iPz8ff/vb33D//fcHvQW6Up0hu92O5uZmJCQkkEYlA0Rv+SBaywvRWz6I1vJgt9vD7wytWLECK1asEBSXue+EL2eeeSY+/vhjQelcddVVuOqqqwLG02q1WL58Oa3HiEAgEAgEAoFJyOcMEaILck4ggUAgEGId4gzFODz7UxIIBAKBEBMQZ0gEfLtWRxK1Wo2kpCTF5i8aEOMUEr3lg2gtL0Rv+SBay4NQfcmsLREodT8Ig8GAoUOHRjobMQPRWz6I1vJC9JYPorU8CDlPFSA9Q6LgO/MskrjdbjgcDsXmLxoQM3eK6C0fRGt5IXrLB9FaHoTqS5whEQg98E1uLBYLKisrWSc2E8ID0Vs+iNbyQvSWD6K1PAjVlzhDMQ5ZTUYgEAiEWIc4QwQCgUAgEGIa4gwRCAQCgUCIaYgzRCAQCAQCIaYhS+tFIHSJntwYjUaMHj2a7FchE0Rv+SBaywvRWz6I1vJgNBoFxSPOkAiCPeA13KhUKmg0mkhnI6oRs7qV6C0fRGt5IXrLB9FaHoS+t4lLKgKbzRbpLHBitVpRW1ur2KX/gw2it3wQreWF6C0fRGt5EKovcYZE4HK5Ip0FTlwuF3p7exWbv2hATKcf0Vs+iNbyQvSWD6K1PAjVlzhDBAKBQCAQYhriDBEIBAKBQIhpiDNEIBAIBAIhpiHOkAi0WmUuvtPpdMjJyYFOp4t0VmICord8EK3lhegtH0RreRCqrzLf7gpFqc6QVqtFRkZGUNcqc7MAZSNFb4I4iNbyQvSWD6K1PAh9b5OeIRE4HI5IZ4ETh8OBzs5OxeZPSXRb7HC52JsKidlniOgtH0RreSF6ywfRWh6E6kucIREotdLa7XY0NDTAbrdHOiuK5qvKUzj74c9x5fN7OR0ioRC95YNoLS9Eb/kgWsuDUH2VOe5DkI3gXYLo40+vHgQA/FDfib1V7RHODYFAIBCUAukZIsQkfTZl9vIRCAQCQX6IM0SISZhzhBR67ByBQCAQZIA4QyJQ6unCarUacXFxQeUvdn2A4AcIpehNEAfRWl6I3vJBtJYHofqSOUMi0Ov1kc4CJwaDAaWlpZHORlQhZvUYE6K3fBCt5YXoLR9Ea3kwGAyC4hGXNMaJpQnUBAKBQCBwQZwhEVgslkhngROz2Yyff/4ZZrM50lmJGqQ4gURv+SBaywvRWz6I1vIgVF9JztCBAweg1Wrx+eefs8J27dqFOXPmIC0tDQaDASNGjMADDzwAq9XKirt3717MmjULaWlpSE1NxeWXX46KigrOe27atAlnnXUWEhISkJOTg8WLF+P06dOseP39/XjggQcwbNgwxMXFYeTIkXjyySfhdDqlPDJhkMAcJpMybEYgEAiE6CZoZ+jYsWO48sorOZ2LnTt3YubMmfjpp5+wdOlSPPPMMxg3bhwefvhhzJkzh3bN119/jZkzZ6K+vh7Lli3D/fffj4MHD2LatGmorKykpfvYY49h4cKFyMjIwOrVq7FgwQKsX78eM2fOpHl/LpcLV111FR555BFccMEFePbZZzF+/Hj85S9/wW233RbsIxMGEW4yQEggEAiEXwlqAvXmzZuxaNEizh4ZALj55puRkpKCw4cPY8iQIQCA2267DUuXLsWaNWvwn//8B9dccw3cbjcWL16M9PR07Nu3D+np6QCAefPmYfz48Vi6dCk+/vhjAEB9fT1WrFiBSy65BNu2bfPOED/zzDPxxz/+EWvXrsW9994LAHj33XfxySef4NFHH8WyZcsAALfccgtuuukmvPzyy1i0aBGmTJkSzKMPOmJ1NRnpCSIQCAQCheieoUsvvRTz5s1DTk4OrrnmGlZ4TU2Nt9eIcoQorr/+egCeniMAOHjwICoqKnDDDTd4HSEAGD58OObNm4cdO3agqakJAPDWW2/BZrNhyZIltKVyCxYsQF5eHl555RXvb5s2bYJOp8Odd95Ju/9f//pXAMCrr74q9rEHLcQnIBAIBEKsI9oZqqysxKpVq3D48GGMGDGCFZ6fn4+jR4/iwQcfZIW1tLQAADQaDQBg//79AICpU6ey4k6ZMgUulwsHDx7kjatSqTB58mRUVlaiq6sLgGcu05gxY5CUlESLO3z4cKSlpeHAgQOinplCyUvrhw8fLngJIYHtBIrZdJHoLR9Ea3khessH0VoehOorepisoqKCN3GdTofhw4dzhq1evRoAMHPmTABAQ0MDAKCgoIAVNz8/H4Cnp4mKm5iYiNTUVL9xa2trMXz4cHR0dGD69OmcecjPz/em6Y+SkhLa39Skb5vNRpubpNFooNfr4XK5OCeGx8XFea93uVy0MJ1OB61WC4fDwTpITq1Ww2AwwO12c65gMxqNUKlUrHStVqs3XafTCZvNRrtOpVLBaDTSn81igdnscU4NBgPUajVsNhtrLphWq4VOpwuYrsVigZsxBqXX66HRaGC321mH3QrVkC/dYDRkjpOZzWa4HR4dhJSNwWDgXKUQrRoGk66/eghIq99cGlL3F6phtJWNXDbCN93BpmGobYTU+g3wa+hwOFjPpGQNlW4jKLg0pJ6PD9HOULBe7IoVK/Dll1/iN7/5DebNmwcA3p6cxMREVvz4+HgAQF9fnzcuVzxmXL40qbhUmmJpaGhAcnKy9++UlBQUFBTAbrejqqqKFX/cuHHe65iNIj8/H6mpqejq6vIOBVIkJiaiqKgILpeLM91Ro0ZBq9WiubkZPT09tLDs7GyYTCb09vaivr6eFmY0GjFs2DDab3V19XB16QAAw4YNg9FoRGtrK2s+mMlkQnZ2NsxmM2pra2lhWq0Wo0aNAuBxSJkNpqioCImJiWhvb0dbWxstLC0tDXl5ebDZbKxnValUGDt2LACPhsxGUVBQgJSUFHR2dqK5uZkWlpSUhKFDh8LpdHJq6GQ0zOrqahi0no7SnJwcZGRkoLe31+uwU8TFxaGgoAAtLS3euuYL9aXHFZ6ZmYmsrCz09/fjxIkTtDC9Xu/taa2pqWE18JKSEsTHx6OtrQ3t7fRDZtPT05Gbmwur1cp6VrVajTFjxgDwzLtjGqzCwkIkJyejs7PT23NLkZycjMLCQr8ajhkzBiqVCidPnkR/fz8tLDc3F+np6eju7kZjYyMtLD4+HiUlJXC73Zzpjhw5Emq1Gs3Nzeju7qaFZWVlITMzE319fairq6OFUV/agEdDpvEtLS1FXFwc2tra0NHRQQvLyMhATk4OrFYrqquraWEajQajR48GANTV1bFeUkOHDkVSUhI6OjrQ2tpKC4s2G2EwGGA0GpGVlYXq6mrWizGWbMTo0aOh0WjQ1NSE3t5eWlggG0FtpsiVLmUjmpqaWGVDbISHUNsIqp3xIcsO1CtXrsTKlSuRlZWFd9991zvnh9nQfKHCxMbli0fFDbQ9N9MYHj58GBMnTkRWVhZtx1BquE+n0/HuJJqfn8/pFQMeY0k5cxRU/tRqNWe61H2zs7MxZMgQWK1WNDQ0ID8/3+sEJiYmsq5VcYwFFRYWoNiUAGBgGDAzM5M2hwvwGDOA3tC50i0qKuL8sgA8L5yUlBTOZ9Hr9QE19JduamoqEhISaGGUhhqNxifdAePC1KKkpARG3UB5AtwaqtVqOJ1OdHV1IT8/n/VxQF2blZUFk8lEC6M0jI+P59WwuLjY77OaTCZW7yilYaAdbQsKCng1ZH5AUOnSNWTnOS8vz2/9Tk5OZn2VUWWjUqkC1u/k5GRv3TYYDF4NExISAmrIhCork8mEtLQ0WhiVLpeGvukWFhb61TA9PZ32seT7LJG2EVzpctVvm82G+vp6mEwmVg+577MOXhvBDs/JyfFbNv5sBAVXutS1aWlp6OnpodkRYiM8iLERmZmZtDCmjeDqseIirM6Q3W7Hbbfdhg0bNiAvLw+fffYZrYFRc3qYHqPvb1ShJiUlsbxSrrh8aVK/cw21CUGn03F2t1FnzPiDrzdNq9V6C4+JSqUSla7vy0Kj0QjqGjQYjax4fHOjAqXLHIbzRafTeRsAk0Aa8qUbjIZMZyguLs7rDAVKl/qCNxgMfvMcbRpKSTdc9Vuv13u/fplaB9IwULr+iFTZyGUjfBlsGobaRlAEWzYAv4bUc3LZESVqqMT6LaUeMgnbDtQ9PT343e9+hw0bNmD06NHYs2ePt6uZgvp6Y3Yz+v5GzScqLi5Gd3c3q1uRiqtWq5GXl4ekpCSYTCbONKm4XHOUCLEF2XSRQCAQCBRhcYb6+vpwySWX4NNPP8UFF1yAvXv3YujQoax41F4/ZWVlrLADBw5ApVJ5V4/5i+t2u1FWVoZx48Z5e4UmT56M8vJyVu/Q0aNH0dnZ6XdyNSF2IJsuEggEAoEiLM7QTTfdhL179+Kyyy7D9u3b/Q5LTZo0CSNHjsSGDRtoExqPHTuGzZs347LLLkNGRgYAYP78+dDpdHjyySdpY5qvv/46GhsbsXDhQu9v1113HaxWK5599lna/f7xj38AAC2uGPi6QyOJVqtFZmamYvOnRKT0BMWS3p/81IRzHv8S//r6eETuH0taKwGit3wQreVBqL4hL4Xdu3fj7bffhsFgwJw5c/Duu++y4pSUlHh7Z9atW4c5c+Zg2rRpWLx4MSwWC9asWYP4+HjvUnzAs2Jj+fLlWLFiBWbPno358+fj6NGjeO655zBp0iTceuut3rh/+MMfsH79eixfvhy1tbWYPHkytm/fjvfeew+LFy/GWWedFdSzKbXS6nQ6ZGVlRTobUYUUZyiW9L7tjcMAgNXbf8HtFwwLEDv0xJLWSoDoLR9Ea3nwN8+JScjf7h999BEAz74Zt99+O2ecBQsWeJ2hWbNm4dNPP8WDDz6I++67DwkJCZgxYwZWrVqFkSNH0q578MEHkZWVhbVr1+KOO+5AVlYWbrnlFjz00EO0iVIqlQpbtmzBihUr8Pbbb2PTpk0oLi7GmjVrcNdddwX9bEo95NXpdKK/vx/x8fHeWfZCIXNlxCNFb4I4iNbyQvSWD6K1PDidTkH6qtyB1qITvEvr9+zZo8j5RmazGVVVVd59VAJRdN82778/X3o+hg3h3pNpsOH73E/9fgL+37s/eP8+8tAliNMLM0hi9Y5mfDWrffxS2e8fS1orAaK3fBCt5cFsNgvSN2yryQjRgZhjKAgEAoFAGIwQZ4hAIBAIBEJMQ5whQkxCxoYJBAKBQEGcIRFwHWehBFQqFfR6fVD5IzPGPIjZd0iK3gRxEK3lhegtH0RreRCqrzLXiiuUYA+pDTdGo9F7gB8h/BC95YNoLS9Eb/kgWssD3xEjvpCeIQKBQCAQCDENcYZEIPT0W7mxWCw4cuQILBaL6GtJD614pOhNEAfRWl6I3vJBtJYHofoSZ0gESt2Sye12w+l0KjZ/SkSKVkRv+SBaywvRWz6I1vIgVF/iDMU4pB0SCAQCIdYhzhCBQCAQCISYhjhDBAKBQCAQYhriDIlA6Om3cqPX61FSUgK9Xh/prMQERG/5IFrLC9FbPojW8iBUX7LPkAiUerKwRqNBfHx8pLMRVTCnSomZO0X0lg+itbwQveWDaC0PQt/bpGdIBA6HI9JZ4MRut6OpqQl2uz3SWYkJiN7yQbSWF6K3fBCt5UGovsQZEoFSnSGHw4H29nbF5m+wQfSWD6K1vBC95YNoLQ9C9SXOEIFAIBAIhJiGOEMEAoFAIBBiGuIMEWITstkkgUAgEH6FOEMiUPJqsvT0dMXmb7BB9JYPorW8EL3lg2gtD0L1JUvrRaDkfYZyc3MjnY2YgegtH0RreSF6ywfRWh6E7jNEeoZE4HK5Ip0FTlwuF8xms2LzFw2IGTWLVb0jcaBkrGodKYje8kG0lgeh+hJnSAQ2my3SWeDEarWiqqoKVqs10lmJGtwSJg3Fst71Hf34+pdTcLrkcYxiWetIQPSWD6K1PAjVlzhDMQ+ZSUwQRp/Nif9ZsxMLXzmI1/efiHR2CAQCIWQQZ4hAIAjiiyMtsNg9Xc4PbimPcG4IBAIhdBBnKOZRRToDBAKBQCBEFOIMDRLUalKUchKLekdg/jSA2NQ6khC95YNorRzI0noRGI3GSGeBk7i4OIwZMybS2YgqpLzYid7yQbSWF6K3fBCt5SEuLk5QPOKWxjxkAjWBQCAQYhtJztCBAweg1Wrx+eefs8Lq6upw/fXXIzc3F/Hx8Zg6dSq2bNnCmc7evXsxa9YspKWlITU1FZdffjkqKio4427atAlnnXUWEhISkJOTg8WLF+P06dOseP39/XjggQcwbNgwxMXFYeTIkXjyySfhdDqDfl6lLoG0WCw4duwYLBZLpLMSExC95YNoLS9Eb/kgWsuDUH2DdoaOHTuGK6+8ktO5aG5uxnnnnYcPP/wQN954I5566ik4HA7MnTsXb775Ji3u119/jZkzZ6K+vh7Lli3D/fffj4MHD2LatGmorKykxX3sscewcOFCZGRkYPXq1ViwYAHWr1+PmTNnwmw2e+O5XC5cddVVeOSRR3DBBRfg2Wefxfjx4/GXv/wFt912W7CPHJFN54TgdrthtVoVmz8lwlRKjHaxqreUvZmCvmeMah0piN7yQbSWB6H6BjVnaPPmzVi0aBFnjwwArFy5EidOnMDu3btxzjnnAAAWLlyIyZMnY8mSJZg7dy4SEhLgdruxePFipKenY9++fUhPTwcAzJs3D+PHj8fSpUvx8ccfAwDq6+uxYsUKXHLJJdi2bZt34tmZZ56JP/7xj1i7di3uvfdeAMC7776LTz75BI8++iiWLVsGALjllltw00034eWXX8aiRYswZcqUYB59EBKbq8li86mlQWw2gUAYrIjuGbr00ksxb9485OTk4JprrmGFO51OvP7665gyZYrXEQI8k5juuusutLW1YevWrQCAgwcPoqKiAjfccIPXEQKA4cOHY968edixYweampoAAG+99RZsNhuWLFlCm4G/YMEC5OXl4ZVXXvH+tmnTJuh0Otx55520vP31r38FALz66qtiH5swyCDvdQKBQCBQiHaGKisrsWrVKhw+fBgjRoxghZeXl6O3txdTp05lhVG9MQcOHAAA7N+/HwD8xnW5XDh48CBvXJVKhcmTJ6OyshJdXV3e9MeMGYOkpCRa3OHDhyMtLc17fwJA3AKCUFRh7E7b+mMj7nrrOxxr6QnfTQgEAsEPoofJKioqYDAY/IY3NDQAAAoKClhh+fn5AICampqg4iYmJiI1NdVv3NraWgwfPhwdHR2YPn06Z/7y8/O9afqjpKSE9jc1cZo6WI9Co9FAr9fD5XJxTq6mlvRZrVbWYXE6nQ5arRYOhwN2u50WplarYTAY4Ha7OSd/GY1GqFQqb7pOpxPZ2dlwOp1wOBzQarVwOp2ss9RUKhVrewCLxQqz2VMNDAYD1Go1bDYbay6YVquFTqcLmK7FYmGN0er1emg0GtjtdjgcDlqYUA350g1GQxcjLYvFAq3bk7dAZaPX61FYWAin00mrD0D0augvXV9sNroWbrebVg99EVO/zXYn7njzOwDAN0dbcfjvs2gaUnXbbDYL1pBZLoCyyybcNoIrXa5ndbvdKCwshF6vjzoNQ20jhGjIly7AXw8B0Oo2oGwNg0lXqob+ykZMPRS6aEq0M8TnCAHw9s4kJiaywuLj4wEAfX19QcXliseMy5cmFZdKUyyNjY00ZywlJQUFBQWw2+2oqqpixR83bhwAjyPHbBT5+flITU1FV1eXdyiQIjExEUVFRXC5XJzpjho1ClqtFs3NzejpoX9JZ2dnw2Qyobe3F/X19bQwo9GIYcOG0X6rr68HunUAgGHDhsFoNKK1tZU1H8xkMiE7Oxtmsxm1tbW0MK1Wi1GjRgHwOKTMBlNUVITExES0t7ejra2NFpaWloa8vDzYbDbWs6pUKowdOxaAR0NmoygoKEBKSgo6OzvR3NxMC0tKSsLQoUPhdDo5NXQzDhqtqa5BvN5joHJycpCRkYHe3l6vw04RFxeH0tJSJCcn4+eff2alO3z4cBgMBrS0tHjrIkVmZiaysrLQ39+PEyfoZ3vp9XpvT2tNTQ2rAZeUlCA+Ph5tbW1ob2+nhaWnpyM3N9d78KMvarXau5dJfX09y2AVFhYiOTkZnZ2daGlpoYUlJyfT/maGU87QyZMn0d/fTwvLzc1Feno6uru70djYSAuLj49HSUkJ3G43qqqq0NE/UF86zXY4nU6o1Wo0Nzeju7ubdm1WVhYyMzPR19eHuro6WpjBYMDw4cMBeDRkGt/S0lLExcWhra0NHR0dtLCMjAzk5OTAarWiurqaFqbRaDB69GgAnlWyzJfU0KFDkZSUhI6ODrS2ttLCotlGVFdXs16MsWQjRo8eDY1Gg6amJvT29tLChNgIAJzpUjaira1tUNgI6sOQ61nHjBkTEhvBZOTIkaJsBNXO+Aj5pot8M7epMMorDkfcQDPH3W53wF0/mcbw8OHDmDhxInJycryVHBj4ctbpdLTfmeTn53N6xYDHWFLOHAWVP7VazZkudd/s7GwMGTIEDocDPT09SEpK8nr4iYmJrGtVHOMcBQUFKM1MAOBpbICnQfrO4QI8xgygN3SudIuKiji/LADPCyclJYXzWfR6fUAN/aWbmpqKhIQEWhiloUaj8Ul3wLio1HQtikuKkWjwPCNVNlwaqtVq2O12dHZ2YujQoV5dKKhrs7KyYDKZaGFU3Pj4eF4Ni4uL/T6ryWRi9Y5SGhoMBl4NCwoKeDVkfkB40v3J+/eQIUMADBhZKs95eXl+63dycjJr0zOqbFQqFUpLS5HUYwVwkvU82dnZSEtL89ZtrVbr1TAhISGghkyoDzmTyYS0tDRaGJUul4a+6RYWFvrVMD09neVAKsVGcKXLVb+dTidaW1uRmprK6iH3fdbBayPY4Tk5OX7Lxp+NoOBKl7o2PT0dGo3GW7eBaLUR/jUMlY1g4lu/MzMzaWFMG8F0vP0RcmeImqfD9AJ9f6MKSmxcplfKFZcvTep3rqE2IWg0Gs7dLNVqNe8ul3y9ab4GnolKpRKUrtlsRkdHB9LS0rxp+csrE6PRyIpHVX4uAqXLt0u3TqfzNgAmgTTkSzcYDVWM9WRGoxFxRnre/KVrNpvR0tLi7WngIto05Et3IA79mShDJ7V+xznoZUEZQr1eD6fT6a3bvs8WSEO+MCWWTbhtBBdcz0rV7cTExKjTMNQ2giLYsgH466Fareas24AyNVRi/RZSD7mGKrkI+Q7U1BcZs+vQ9zdqjpDYuN3d3awuXyquWq1GXl4ekpKSYDKZONOk4nLNUYpdyARqAoFAIMQ2IXeGRo0ahZSUFJSVlbHCqFVc1ORmanWZv7gqlcq7esxfXLfbjbKyMowbN87bKzR58mSUl5ezeoeOHj2Kzs5Ov5OrCbEDcwNB4hJGDmYvHYFAIMhNyJ0hrVaLq6++Gnv27MHevXu9v5vNZqxduxZZWVmYM2cOAGDSpEkYOXIkNmzYQJvQeOzYMWzevBmXXXYZMjIyAADz58+HTqfDk08+SRvTfP3119HY2IiFCxd6f7vuuutgtVrx7LPP0vL2j3/8AwBocQkEAoFAIMQ2YTm1fuXKldiyZQvmzJmDpUuXYsiQIdiwYQPKy8vx9ttv08Yl161bhzlz5mDatGlYvHgxLBYL1qxZg/j4eKxevdobb+jQoVi+fDlWrFiB2bNnY/78+Th69Ciee+45TJo0Cbfeeqs37h/+8AesX78ey5cvR21tLSZPnozt27fjvffew+LFi3HWWWcF9VzMpcZKQaPRIDk5WbH5G2zEqt6R6D2LVa0jBdFbPojW8iBU37A4Q9nZ2di7dy/uu+8+PPvss7Db7TjjjDOwdetW/Pa3v6XFnTVrFj799FM8+OCDuO+++5CQkIAZM2Zg1apVGDlyJC3ugw8+iKysLKxduxZ33HEHsrKycMstt+Chhx6iTbJSqVTYsmULVqxYgbfffhubNm1CcXEx1qxZg7vuuivo5wo0wTRSUPveEOQhVvUuq2kPHCnExKrWkYLoLR9Ea3ngm2TtiyRnaMWKFVixYgVnWHFxMd555x1B6cycORMzZ84UFPfWW2+l9QL5IyEhAU888QSeeOIJQekKgbk0UClQGy9qNJqA2wYwidXzpqQ8txS9o5n/fMu9KEEqXDtb/9jQiR8aujB3Qg7itKqY0zpSxGrdjgREa3lwuVyC9CUlIALmZmtKwWq14pdffuHcAZQQeoje4aXbYsfl6/bg7x/+jEc+Kidaywip2/JBtJYHofoSZ4gQk8Roh5giYXYM/dwwsCvvfw43gkAgEMINcYYIMQlZzE0gEAgECuIMEWIS0jOkHJjHxJCyIRAIckOcoRiHvHg8xOpEciVCyoJAIMhNWJbWD1b4zleJJEaj0Xs6MEEYUpQiessL0Vo+SN2WD6K1PPCdt+YLcYZEoNRKq1KpFJs3pSKl84HoHV6YR6WQZcfyQeq2fBCt5UGoxsTKiEDJS+urq6vJEk2ZIHrLC9FaPqK1brujcGw1WrWONsjS+jCg5E0X+/v7FZu/wQbRO7Qwv9uY7zWitXxEW912uty4YWMZLnjyaxxr6Yl0dkQRbVpHK0L1Jc5QjBOFH1SEQQ6pkgShfPRDI3YebcWJ9n78+d+HIp0dQhRDnCECgRBRyLQJQrCc7DR7/13d1hfBnBCiHeIMEQgERRGN8z8IBEJ0Q5whEWi1ylx8p9PpkJubC51OF+msRA8SXrhE7/DCLBmitXxEW92OZsc52rSOVoTqq8y3u0JRqjOk1WqRnp4e6WxENyJsKtFbXojW8kHqtnwQreVB6Hub9AyJwOFwRDoLnDgcDnR0dASVP+aeLoTASNGbwEbFXE/GqJJEa/kgdVs+iNbyIFRf4gyJQKmV1m63o7GxEXa7PdJZGbQcaerG+l3VaO+1Er1lhmgtH1Lr9sc/NeH9Qw1wuuT5yIriUTJiR2RCqL7KHPchAAC2/tiIf35VhVvOK8aVZ+VHOjsxi9PlxpxndwEAdh5txUvXjo9wjgYZrI6hKH7DxTB7j7fh9jcOAwDUahCbRYgqSM+Qgrnjze9wpKkb97zzQ6SzEtP0Wgd6BHcda4tgTmKDaP7aj2U27qn1/nvNZ8dkuSepKoRQQZwhAiEQxOIK4of6Ttz670PY/nOTuAuJvgQCIcKQYTIRKPXASLVajfj4+KDyNxi+wl0uz8CKRh2e3fu4Dg4NVu/BzNx/7gEAbC9vRu3jlwadDrNOEq3lg9Rt+SBay4NQfUkpiECv13P+/sqeGsx/cR++qzstc448GAwGlJSUwGAwROT+kaSjz4aZT32N85/4Cqd6LGG5B/PlHMt6ywHTPyday0eo6rZc876i+WOO2BF5EKovcYZEwLXBV4/FjpUfVaCspgNX/mtvBHLlyZfL5YrqDciC5bGPj+BEez8aTpux8qMKwdeJUYoZN5b1jgREa/mQUrfJsSriIHZEHoTqS5whEVitVtZvfVZnBHJCx2KxoKKiAhZLeHpGlIbD6fIu3T3R0e/9vVbC2UR8X7LMxhRressNU2+itXxEW92O5pWH0aZ1tCJUXzJnSCLka0heTnaaMe9fe2DQavDRnTOYq7LDQvSa28jhdruhIo2DQCBECcQZkki0m/to66Fd9sFPaOn29NA9ueMXWe4ZbRopAbc7+A8FIjeBQJAbMkxGiCpOtA8MhTV2mmlh4XJaxHbF99sceH3/CRw60RGeDEUB4uZk0WMT55Pgy3d1p3HRU1/jgf/+zAojdYUQKkjPECGq8e19CJtdFJnwkzuOYuOeGgDAt3+bBVNi7K0W8cz7ifZ+U4IS+N/n98LlBqpa+3Dd1KEYkZXkDSO+ECFUhL1n6OjRo5g/fz5MJhMMBgNGjx6NZ555Bi6Xixavrq4O119/PXJzcxEfH4+pU6diy5YtnGnu3bsXs2bNQlpaGlJTU3H55ZejooJ7JdGmTZtw1llnISEhATk5OVi8eDFOnw5uCby/pfWRxmAwYOTIkTGxRDMSxo95z0B6U44QAByojs3eIWnlRL86Vuq2EgiVLQllj43vMWdtvexFLNFKLNntSKKIpfW1tbWYNm0atmzZgoULF+KZZ55Bfn4+7rnnHtx+++3eeM3NzTjvvPPw4Ycf4sYbb8RTTz0Fh8OBuXPn4s0336Sl+fXXX2PmzJmor6/HsmXLcP/99+PgwYOYNm0aKisraXEfe+wxLFy4EBkZGVi9ejUWLFiA9evXY+bMmTCb6UMsQlDq5lhqtRo6nU6x+QsXUubnSjHWsaq3GKToy7yWaC0fUuo26QcUB7Ej8iBU37AOkz355JPo6OjA66+/jgULFgAAbr31Vlx44YV48cUXcffdd2PUqFFYuXIlTpw4gd27d+Occ84BACxcuBCTJ0/GkiVLMHfuXCQkJMDtdmPx4sVIT0/Hvn37kJ6eDgCYN28exo8fj6VLl+Ljjz8GANTX12PFihW45JJLsG3bNq8gZ555Jv74xz9i7dq1uPfee0U9D+fptwqwADabDc3NzcjOzhbdexXNS1PdbkDlUwDh2q+DWcRS9I4VQlmv6urqiNYyofi6Hb3mioXitR4k2Gw2QfqG1SU9dsxzWN/vfvc7728qlQqXX345AOD777+H0+nE66+/jilTpngdIQCIi4vDXXfdhba2NmzduhUAcPDgQVRUVOCGG27wOkIAMHz4cMybNw87duxAU5PnXKS33noLNpsNS5YsoXmGCxYsQF5eHl555RXRz+N0Rn5PIS6cTie6u7sVm79ogM+PYgYRvQMjqWeI8TfRWj6k1G05/BSrkz69IppnUBM7Ig9C9Q2rMzR69GgAQHl5Oe13yknKz89HeXk5ent7MXXqVNb1U6ZMAQAcOHAAALB//34A8BvX5XLh4MGDvHFVKhUmT56MyspKdHV1Bf1shMhDtrEhEGKLjbtraH9HrytEUBphHSa777778Omnn+LGG2/Ev/71L5SUlGDr1q14+eWXMWvWLJxzzjn45JNPAAAFBQWs6/Pz8wEANTWeBtDQ0CAqbmJiIlJTU/3Gra2txYQJE1jhJSUltL+pnaftdjttrpFGo2Fd6xseFxfnvZ45YVyn00Gr1cLhcLCG39RqNWvSl2+6RqMRKpXKmy6VP6vV6k3X6XTCZrPR0lCpVDAajaxno9I2GAxQq9Ww2Wwsb1qr1UKn0wVM12KxsIar9Ho9NBoN7HY7HA4HLUyj0UCv19OewxdKQypdt89sSs/GfgNxXS6X91koDd1uN+cOpMw8mi0WGNWeZ2aWjcXCPWmTK7/McrPZbN48KUVDMenyQW2syFW/7XYHjDoNb/2mysZsoYcz0wIGtBaqIdecQCXX72BthL/6zbQRXOlyPavv32I19O2lcbvdtOulaOjLrmNttHTtdnpcZp6pdMOlYSD7zachdZ1vvYh0PQx1ulI19Fc2Ytqy1Wr1Ph8fYXWGsrOz8fDDD+PGG2/ERRdd5P39nHPOwebNm6FSqby9M4mJiazr4+PjAQB9fZ69ZcTG5YrHFVcoLS0tqKqq8v6dkpICQ2omLY5v+Lhx4wB4HDNmo8jPz0dqaiq6urq8Q3sUiYmJKCoq8pvuqFGjoNVq0dzcjJ6eHu/vDQ0NyM7OhslkQm9vL+rr62lpGI1GDBs2jPZbQ30D9H2e8dRhw4bBaDSitbWVteLOZDIhOzsbZrMZtbW1tDCtVotRo0YB8DiYzAZTVFSExMREtLe3o62tjRaWlpaGvLw82Gw22jMCnsY/duxY77NZLBbYfBqNw+Gk7XLsm0ZSUhKGDh0Kp9PJShdgO0O1tTXoMHhe/jk5OcjIyEBvby8aGhrQ0c9tnCnn3Jfhw4fT/m5paUaV0VNGmZmZyMrKQn9/P06cOEGLp9frMWLECAAeh57ZwEtKShAfH4+2tja0t7fTwtLT05Gbmwur1cp6VrVajTFjxgDwzKNjGqzCwkIkJyejs7MTLS0ttLDk5GTO56agnKGTJ0+iv7+fFtbd3Y2k+Ex0d3ejsbGRFhYfH4+SkhK43W5UVVWhm3GkjZM5FIIBrbOyspCZmYm+vj7U1dXR4hgMBq/+NTU1LONbWlqKuLg4tLW1oaODvsovIyMDOTk5sFqtqK6upoVpNBpvL3ddXR3rJTV06FAkJSWho6MDra2ttLCUlBQUFBTAbrdz1kOpNsLlcnGm689GAOC1Eb5zK6qrq1nthM9G+OriYDyvFBvBxDfdzs5Ov2GA58M5JSUFnZ2daG5upoUFshGjR4+GRqNBU1MTent7aWFMG+FLXFwcSktLOfMDeGyEwWDw1kHf66PRRhQWFvrVcMyYMX5tRG5uLtLT0wXZCCYjR46EWq1Gc3Mzuru7aWFcNoKrU4RJWJ2hxx9/HPfffz+Ki4uxatUq5OXloaysDM888wymTZuGTz/9lHfSKxVGzfkJV1wmTGN4+PBhTJw4ETk5Od5KDniMZKeVbXCZ5Ofnc3rFgMdYUs4ZBVe+mPcFPEZtyJAhcDgc6OnpQVJSktcDTkxMZOWF63iEvPx8lOZ49u2gDGFmZiZtThbgMWYAvaFzpVtUVMT5ZQF4XjgpKSm0MOpZ9Ho9p3YU+fn5cLvd0OlaAHgMqU6rhcMxYBB806A01Gg0Pun6GBeGFkVFxUiL95QJVTaUhkk9VgAnaVpkZWXBaDR6daGgrqUYkpWF0tIs73WAp6HzaVhcXOxXQ5PJxGrYlIYGg4FXw4KCAr/ppqamsj4ePOn+5Dc9Ks95eXm/1u8BfROTPHUqOTmZ9VVGlY1KpUJpaSlO99sBNLDCKdLT05GUlAStVuvVMCEhIaCGTKivdZPJhLS0NFoYlS6Xhr7pFhYW+tUwPT2d5UBSZaPT6QLW72BshFqt5kyXaSO40uWyEU6nE2azGVqtltVD7vusXDZCf2hgU0SNlv68UmwErd2CbgtTTlQB6OIM8003NTUVCQkJtDBuG8EOz8nJ8Vs2XBr61l+udKlrMzMzodfrvXUbiFYb4V9Dto0YgNJBiI1g4lu/MzPpHRJMG8HX00i7TlCsIOju7sZDDz2ErKwslJWVwWQyAQCuuOIKXHjhhZg9ezaWLl2Ka6+9FgBYXqPvb1TBJv1qYIXGZXqx/uIKJSEhgVVoKoYXzdUdx7fPga+B5yNQupQ2FBqNRlDXoMFgYMXjm3kfKF3mMJwvOp2O5SxQqNVqQemqVD4vSoZvp1Kx01CpVJzpMt3COKMRcXH056bKJs5Oj63T6VgN0B96vZ51/0hrKDZdf1CGjqt+a3yMu7/6TZWNxaVhBtD+zM3NZacfQEO+MCXW72BthL/6LSRdf89KvfD46gOXhmr1QLnx5UtqPfRNV6fV+Q3zJVwaBrLffOkmJCSwHDSKaLMRkarfUtoyk7BNoD569CjMZjOuuOIKryNEMWvWLJSWlmLHjh3eLziuIQfmHCGxcbu7u1ldxFRctVqNvLw8Uc/ENStdCUvTY3lVAm1pfZjKgqwmE4+UbQ7IarLIEW11Wwn2N1iiTetoJeKrySgP019GnE4nXC4XRo0ahZSUFJSVlbHiUKvIpk+fDmBgdZm/uCqVyrt6zF9ct9uNsrIyjBs3jtWbEgjOfYYUgM1m45zLMPiJzHIyMXqrlLARVQQI5SsqNut2ZJBiS6J4lXtEiF27LS9C9Q2bMzRmzBgUFRXhvffeY00E27JlC2pqanDxxRdDq9Xi6quvxp49e7B3715vHLPZjLVr1yIrKwtz5swBAEyaNAkjR47Ehg0baBMgjx07hs2bN+Oyyy5DRkYGAGD+/PnQ6XR48sknaV+pr7/+OhobG7Fw4cKQPGesvuwiRTR/CcYS0nagJmVMIBDkJWxzhtRqNTZs2IDf/va3mDRpEv785z+joKAAhw8fxoYNG5Cbm4snnngCALBy5Ups2bIFc+bMwdKlSzFkyBBs2LAB5eXlePvtt2njmOvWrcOcOXMwbdo0LF68GBaLBWvWrEF8fDxWr17tjTd06FAsX74cK1aswOzZszF//nwcPXoUzz33HCZNmoRbb701XI9OkAmVinFQawg3+qOFkXezeIhmMUck9v0ibZMQKsK66eKFF16IAwcO4LzzzsMLL7yAxYsX4+OPP8ZNN92EQ4cOobCwEIBnRvjevXtxySWX4Nlnn8W9994LvV6PrVu3Yv78+bQ0Z82ahU8//RRZWVm477778MQTT2Dq1KnYvXs3Ro4cSYv74IMP4vnnn0djYyPuuOMOvPPOO7jllluwY8cOUROrCASCOMT04JH3GYFAiDRhXVoPABMmTMB7770XMF5xcTHeeecdQWnOnDkTM2fOFBT31ltvDVkvENfSdCWgUqlgMBgUm7/Bhhi9Y3VYL5QHtZK6LR/ElsgH0VoehOobdmdoMMG3PDCSGI1G1mZ/sUi43A6mQ0P0Dkwoy4JoLR9S6nYk5k9G86cGsSPywLddgC9hHSYjEMJNsF9V0WxEowFpS+tJ6RAIBHkhzpAIuM5IUUIPp9lsRkVFBec5OIGItgmISsivFL1jBSnFxCxjorV8SLIlMjmxXf12vLizCt/WdgSOrGCIHZEHofqSYbJBAtfhloMdph8qdUn2ht01qO/oxz3/MwIpcfy74Mai3mJwhdBrJVrLi9L1Xv7hT9j6o+estuumFkY4N9JQutaxBHGGCIrn1T012PZTE+6bM5r2uxuh23bxQHU7Ht5aAQDotzmw+qoJA/dRQG9U1BHCCdSE6KC5a6DnvNscvg1qKUcIAI629PLEJBCEQ4bJCIqm3+bAio8qcLD2NP73+b28caW8Q/dWDZzy/J9v2ce9BEusbsoppizIJouDgx8aBg5M7bEKOxxTMqTqEEIEcYYkQux4eDHb/J8rowL/nC2rw4kbNpZh3r/2oLXH6j8iyKTdUBOuDTAJBBoR+tZo7bFi3r/24IaNZbA6yNligwEyTCYCvhNyI4nBYEBpaWlQS/8HsxOwYXcNdh5tBQA88N+faWG/NNMP8OV7eTODxOg9mPXlQ8pzM3uKgq3bBPFIsSWxxAP//RmH6zoBeOzM7RcME50G0VoehOpLeoZEoFYrUy61Wo24uDjF5i+U8PY4MMIqmwYcnoO1p2lhbx+sDzoPcurd0WeDyxV9DlUoe0xjpW4rgViyJVI46LOSjflhJRSitTwI1ZeUggi4Tq1Xwpe/zWZDY2NjzJ1+rFLx95LTzy3jLycxWyTIpffm7xpw9iOf4ZqX90fdvBpJS+sZf8di3Y4UUWdLoqtZ0Ig6raOUiJ9aPxhxOpU5Nux0OtHR0aHY/IWLQP6Br38TyGbyDpMxAuXS+553foDLDRyo6UB1W19Y7xVqJDlvjEtjsW5Hili1JZGAaC0PQvUlzpBUovjLRKmc6rbg5te+xSNbK8StSmL8rfbp7om2nhUmdmd07UcS5XITCIQYg0ygjnGU+NK69/0f8fUvnonPI7KS/MZTqejHcbAcHp+uoSicdhMzMItGCUPPBAIhtiA9QwTFQTlCAPBzYxdPzABzhhCaniElOoxKJ5Q7UBMIBEK4Ic6QCLRadkeaEky+VqtFRkYGZ/5iGdoE6hCmS/QOjKQpQ4xridbyEXV1O4r3NI06raMUofqSUhCBUiutTqdDTk5OpLMRFsTYOub7V8UXGOBaPiKhd7TtZC3F+exkHOUQqbptsXsmXhp1mojcPxJEnS1RwtdokESd1lGKTsd/ziQF6RkSgVJn/TudTvT39ys2f1JQBVjzzhdMm0AdqgwhMnpH2zwaKcOSzHOtIlG3T3VbMP3xLzHtsS/Q1BU7p4pHmy2JtnbhS7RpHa2Q1WRhgHOfIQW0RZvNhurq6qD2q1BA9sOGijaBOnRPKkXvWCGU+wxFQusVH5Wjo8+G0/12PPjfclnvHUlI3ZYPorU8kH2GIoTd6cKmvbX48LuTkc7KoIc5dMRaTKbyH8ZECU4tH1E3TBblp9a3dA+cZdcS4Fw7QuSItnZBUC7KnAQTxby+/wRWflQBABiSZMD0YaYI52iwE35jqISXc/QhXDSmvkoY+qj13eSSVAACYdBDeoYkwjTcz35xzPvvdw81yJ2dQQdzTlCwc1HEHLdBkI4k/0EBvkd730DX+g8N/Ns7EAiE6Ic4QyIINJk3UqhUKmg0GsXmL1KIeyELj0z0Dkwo/RmitXxEW91WQi9isIRa67r2fuw93haVBzuHE6H6kmEyERgMBlHx5ToCwmg0YvTo0UFdq/RjKphzAvgqNp9hlGJumOmK0Vvh8oYNKRPWmVcGW7cJ3HSZ7Xj8k0pkJxtx10XDaG1Kii0hiCOUWneZ7Zi1ZidsDheeuGo8fn92QUjSHQwYjUZB8UjPkER4ToAgKIjAr2ZScqFEihNIvmzDy6PbKvBWWR3WfH4UX/1yKtLZIYSAzYcbYHN4zi/8y3s/Rjg30QlxhkRgtSpzVYnFYsHRo0dhsVginZWoRUwPWST0ltKT7na7UVbTgfIAR5uEklD2iJG6HVr+8+3AXMb91R20sGizJdHc8xptWkcrQvUlzpAIlDqk5Ha7YbPZFJs/KfA5AW64BTsJkobJmKudROgdqqkXUop29/E2zH9xHy59bjeqWntDk6EASJnLwbxysNZtJcDUNdpsSZRMbeIklFpHR2lFBqH6EmdIIkyZT/ezN2YMyX2ixDiFGim2rrK5R3DcwSzv0v/84P33ms+OynJPMXoyHafBXBYEAkGZEGcojESDTY+GPAbL9/Wd3n/32fi3ZFf6qhQpX8C+lyr7KT0ovSwGE9GyakwIg+hRRBPDjx4ywu4MuVwurFu3DhMmTEBcXBwKCgrwpz/9CY2NjbR4dXV1uP7665Gbm4v4+HhMnToVW7Zs4Uxz7969mDVrFtLS0pCamorLL78cFRUVnHE3bdqEs846CwkJCcjJycHixYtx+vTpkD9nuCFfy4EJl0bRLn0kXhKkvkYHsdrjPNggpSidsDtDCxcuxJ133oni4mI888wz+P3vf48333wT559/Pjo7OwEAzc3NOO+88/Dhhx/ixhtvxFNPPQWHw4G5c+fizTffpKX39ddfY+bMmaivr8eyZctw//334+DBg5g2bRoqKytpcR977DEsXLgQGRkZWL16NRYsWID169dj5syZMJvFH77IdfqtEoyJXq/H0KFDodfrI52VkCPXi1xMMUa13jJVV0lzhhiXRq3WUUi01W0FmN+giTatoxWh+oZ1n6HNmzfj3//+N26//Xb885//9P4+YcIELFy4EC+++CL++te/YuXKlThx4gR2796Nc845B4DHiZo8eTKWLFmCuXPnIiEhAW63G4sXL0Z6ejr27duH9PR0AMC8efMwfvx4LF26FB9//DEAoL6+HitWrMAll1yCbdu2Qa32+H1nnnkm/vjHP2Lt2rW49957RT2PRqPx/tvtdsvaxczX5jUaDZKSkmTLS6wjRm8lGOtInN8UyucmdVs+pNiSc4ZlYM/xdgBAflpcKLMliGgbKiJ2Wx5839t8hLVn6Pnnn0dSUhIef/xx2u9/+MMfcN9992H48OFwOp14/fXXMWXKFK8jBABxcXG466670NbWhq1btwIADh48iIqKCtxwww1eRwgAhg8fjnnz5mHHjh1oamoCALz11luw2WxYsmSJ1xECgAULFiAvLw+vvPKK6OdxOBwAgOrWXpz3xFeY/+I+OJzyvO34eqDsdjtaWlpgt4dn8raSkcMAMrWPhN6hek655uNIOo2DoXes1u1IIKVua33srEFLpqMGIpbttpwI1TdsNdbpdGLXrl2YMWOG1/s1m82w2WwwGAx47LHHMG/ePJSXl6O3txdTp05lpTFlyhQAwIEDBwAA+/fvBwC/cV0uFw4ePMgbV6VSYfLkyaisrERXl7h9VyhnaPGb36G+w4yymg688229qDTCgcPhQGtrqzd/YlBCzwUfYnrfJJ2ULiKuFL0jQSTmDEnZgZpJNGkd7YSqbkfCrETbZPBosyPRilB9wzZMVlNTA4vFguLiYnzwwQdYsWIFfvrpJ2g0Glx00UV47rnnMHLkSDQ0eDYAKyhgbx+en5/vTQuA6LiJiYlITU31G7e2thYTJkxghZeUlND+pjZbtNvtMJvNONLU7Q07edr/3CPqfWC1WuFyuWhhOp0OWq0WDoeD5bmq1WrW0R/9ZjN0Go/vajQaoVKpvOlS+bNard50nU4nbDYbLQ2VSsXamtxqtXrnTxkMBqjVathsNjid9NVXWq0WOp0uYLoWi4X1Za/X66HRaGC321kVU6PRQK/X056DD9+0ufb/oZ7FtzdQCFwNhiobi598ceWXWW42m82bJykaOn+tP1I1dDictPlygcqGD2qomKt+OxzOX//vv3673W5YLBaYzfQ8czlS1HMJ1ZBrTmCw9duXUNfvuLg47/MFYyMoDZkwbYQ/HA4HTSvfZxerods9cB+3y027XoqN4IP2bG52nql0Q62hb/adTnqb8rXffBpS+fGtF8HaCOazMe8rtB6Gun7zaSilfotpy1ar1ft8fITNGaJWbH3xxRfYuHEj/t//+3946KGH8MMPP2D16tWYPn06vv32W2/vTGJiIiuN+Ph4AEBfXx8AiI7LFY8rrlBaWlpQVVVF+03Ix0hDQwOrcubn5yM1NRVdXV3eoT2KxMREFBUV0X6rrq6GVu252ahRo6DVatHc3IyenoG9dBoaGpCdnQ2TyYTe3l7U19N7rYxGI4YNG0b77eTJk0i2tQEAhg0bBqPRiNbWVtaKO5PJhOzsbJjNZtTW1tLCtFotRo0aBcDjYDIbTFFRERITE9He3o62tjZaWFpaGvLy8mCz2VjaAuzhIYdjoNHYHXbotDpaGJWG2LF4Xx0pent70dDQgJPd3N2slHPuy/Dhw2l/t7S0oCrOs9FhZmYmsrKy0N/fjxMnTtDi6fV6jBgxAoDHoWc2cMowtrW1ob29nRaWnp6O3NxcWK1WloZqtZqmYW9fHy1OYWEhkpOT0dnZiZaWFtq1ycnJnM9NQTlDJ0+eRH9/Py3M07ZM6O7uZq0cjY+PR0lJCdxuN6qqqtDRT68vXMdxUFpnZWUhMzMTfX19qKuro8UxGAxe/WtqaljGt7S0FHFxcWhra0NHB33n5YyMDOTk5MBqtaK6utrvM9fV1bFeUkOHDkVSUhI6OjrQ2tpKC0tJSUFBQQHsdjtn/R43bpz3+YKxES6XizNdfzaCSWdnF+1638mm1dXVrBcjn42w2Xzapp3enqXYCD7MPi9KN9wsLQoKCpCSkoLOzk40NzfTwpKSkjB06FA4nU5ODUePHg2NRoOmpib09tI3K3X5OH49PT206+Pi4lBaWgoAnOkOHz4cBoPBWwd97UiwNqKtrZsWl3nfQDZizJgxADxzbZlOTSAbUVhY6FfDMWPG+LURubm5SE9PF2QjmIwcORJqtRrNzc3o7qY/O5eN4OoUYRI2Z4gS9JdffsHmzZtxxRVXAACuuOIKTJw4EZdddhn+/ve/47e//a3fNKiGSH3l882bkRKXCdMYHj58GBMnTkRWVtavlXygkvL5QlQO8vPzOb1iwGMsKeeMgitfxSUl0P/aM0R9sWdnZ2PIkCGwWq1oaGhAfn6+1wFMTEz0NkhvXjk8t7y8PJQWpAAYMISZmZm0OVmAx5gB9IbOlW5RURHnlwXgeeGkpKTQwqhn0ev1Pun6GAFGlrVaHQCPEdBqtDRnVKvVedPwaPgz63n9kZiUBIDuHFMaqtv6ADSyrsnPz2f1BDFXHGZnZ6G0NOvX/Hk0jI+P59WwuLj4Vw0HdKDSNZlMrIZNaWgwGFjpehh4kSYkJNDiUGWTmprK+njwpPsTR3r0POfl5f1avwfyS9Xp5ORk1lcZVb9VKhVKS0uR1GMFcNI3Yda9KK0pDZnP4ZsfwKMhE6qsTCYT0tLSaGFUugManmBeDsDzYvBXv9PT01kOJFU2Op3OT9kMPF8wNkKtVnOmy7QRdAaeLTU1hXa9zWbzfkQxe8gBfhuh2/8DLZ5vumJthNvthsXhQpxOA39lAVBl6nnXqH+tT1zppqamIiEhgRZGaajRaDg1pMJzcnJYZaNSDbSppKQk2vW+9psrXapc09PT0dvbS7Mj4m2EB1NbPYAB55R5bWAb4aGgoMBv2fi3Ef41ZNuIASgdhNgIJr71OzMzkxbGtBFCj9EKmzNEVby8vDyvI0Txu9/9Drm5ufjss89w9dVXAwDLa/T9jTL+1Ne+0LhML9ZfXKEYjUZB3W1M+E6712q13sLjI84YBz1jUiKVrkaj8RpMKi2NRiMorwaDgRWPbylioHT5TgjW6XSc2xMAnsovJL++BkGlUqGx00L7O5jyAbiHhKiyMRidrLiU3oGWber1elaegtFQ6/NSlaKhRs19b750/UGVBVf9Vv+aX776TZVXnF3F+J0ej0vrQBryhSmxfgdrIwLVeb50qbR9r6fqNjX84Q+uMJWPE8CXr0AaajRaXPXCXlQ29+Dl68/mzb+K8eHo755SNbQ5XPjk5yaUZiZiXF4K1D51lK/OBKpL/uyI2HrIrHf+rg1UD6OtfgtpyxFfTVZYWAjA47lxkZWVha6uLu8XHNeQA3OOkNi43d3dnF3EDQ0NUKvVyMvLE/VMXBWBb9JeKKfz8a0C0uv1KCgoCHK/CoXPoGbAlPunkwOT4LvMElZliNxnSKjeck5Q7+q3wxxgp20l7tsU6Nrg6zZBLFJsSaiq1jfHWnG4rhP9NicWrD/AG1eu9vXSN1VY8vb3+N3a3WjvDc2B3dLsNkEoQvUNmzOUkZGB0tJSzlN5nU4nampqUFxcjFGjRiElJQVlZWWsNKhVZNOnTwcwsLrMX1yVSuVdPeYvrtvtRllZGcaNGyd6XgnXRETe4ThRqQcPNXmNb6LkYIHP+PVag1+VwVdWzHsqUe8jTd2YvOpzTHv8C3T2+58ALNfLQ8pmpMwr+bSuaOzGBU98hdvfOKSIDVCjHSl1O1Tq91iEt2Pfe4bT0X/y04Ez/b6oPBWSdqREOzIYEapvWDeDuPHGG9HT04MnnniC9vsLL7yAzs5OXHvttdBqtbj66quxZ88e7N271xvHbDZj7dq1yMrKwpw5cwAAkyZNwsiRI7FhwwbaBMhjx45h8+bNuOyyy5CRkQEAmD9/PnQ6HZ588kmakXz99dfR2NiIhQsXin6e6hZxS/FDCV/js1qtOHbsmOCx0WgiEhsGBkKJet/51newOlzo7Lfjmc+PRTo7Id1niE/r6zeWoba9Hx//1IydR1s54xD8w7QrSqjbopyaKHaAlaB1LBDxOUMA8P/+3//Dtm3b8MADD6CyshLnn38+Dh8+jJdffhkTJkzA//3f/wEAVq5ciS1btmDOnDlYunQphgwZgg0bNqC8vBxvv/02bRxz3bp1mDNnDqZNm4bFixfDYrFgzZo1iI+Px+rVq73xhg4diuXLl2PFihWYPXs25s+fj6NHj+K5557DpEmTcOutt4p+niXv/gxV1gjab9G2t0W0wZQ3XHJHe69Ca89Ag++2+B8uVOIwmRTl23yGLFq62UtwCYMbWs+QjB9O7X3+e18J0UlYe4YMBgM+++wzPPDAAzhw4ADuvPNOfPzxx7j77ruxa9cu78So7Oxs7N27F5dccgmeffZZ3HvvvdDr9di6dSvmz59PS3PWrFn49NNPkZWVhfvuuw9PPPEEpk6dit27d2PkyJG0uA8++CCef/55NDY24o477sA777yDW265BTt27Ah6ou1f3vuR9jdxhcKLXPryv5Aj7ygFyoGvM6eE3rRQnk1GiA26zHbRHyVKqCvf13dGOguK0CHaCWvPEOBZIrhy5UqsXLmSN15xcTHeeecdQWnOnDkTM2fOFBT31ltvDaoXKBTsq2oPHEkgYTuRnTSigBw6cTpwpAgj19wJoYRyAjUh+hDbY/7GgRP4+4c/Y864HMw5g3vRDRe+TrfNGZm5Nyfa2aubCdEHOUBGKjxtvi1Eqw5iGd6JzTLl4f1DJwNHUhDMKhkJ30La0SjEG4p2xPbwLN/8M1xuYNtPTegPsCIyVNR39OPal/djxZZyzvxWtfbi45+aYHMw9hiSJXfiUMIHULQT9p6hwY5cQxJ8L4i4uDjvTraDDdmGyXhsN1P7SOgdcKWcwvyHUDo0g7VuKwFmKSnCloiZbyahmt3x1nf4ob4Te6vaceGoIThvxMDmfb1WBy56aicA4J5ZI/wlIYlQak16U/0jdEoM6RmSiFK+Yt/9th7nrf4Kb5fVweF04cZXD+KytbvR2On/7LRogHzxeFjz2VHecDJMRgiGcGktZWGJGJsqJf8/+Mz1OX6KftzGfp8pDms+5297BGXR1GVGVWtv4IgMiDMkEdl6hgIsrf/Lez+irqMf933wE94qq8OXlafw08ku/N+7P/i/MAoIl75XnkXfcFOMTaXO95FzSeyuY/znNSlvAnXorpVb61hGSt2OxIpMrkN9Q4EcTxIJOzLYae6y4LzVX+Gip3bi0AnP9jtC9SXOkESU0DPE3FTK9yunrKaDGZ1G5HMfPFJe+ZlJ9O3h+Qx5B2MZrcvlgtlsVtRmacrrGQr+6575t9K0HswooW4rwZmXAyVoPdh4+rNfYHd6DMjiN74DoJBNFwnBw3yZBOu0RLOzE4hQPhtfWlWtfTyh0YVs+wwBeHVPDe5553s0dUX3UO1gRgkfc0wikSclfEAQpONwDtQdq0PcRHwygVqhSOn9JRtBBobpbPZJOMojEF1mO7rNdhSkxweOHCS+j6OE4j/W0oNVH1cCAE6eNuM/t04TfK0SX9CDCZVq8MzLCtVzSLO3ockDIbKQniGphGv/H+bfQbbWaN9ZWS5Dc7SZfaBvKOixODDjH1/ivCe+wt7j/PN+Qge/aG63O+y9NZVNA3qW1fIP1bKI7ipLkIiYYbLI9CLR80d8IWUitmYQZ0giQnYG/ra2Q/SeQ2KcGJ1OJyrtaCZsx3GIiKvT6ZCfny9I9417atBjccDtBha+ejD4DAZAzEvhr+//iGmPfYnHP6kMY35Cd61QrcNFoiG8Hej9NgccEdowkGlmxNTtcCHXajJfItG7owStBx0+5UjVDaH6EmcozLxVVo+rXtiHi9d8I2oM08WcVMoTV6sN3lgrveNICfsMMdFqtUhNTRWku8U+UObMzdvCRSDD/p9vGwAAL+ysClsepKzyYX4ICNU6lPhqeNmEnLDdp7yxC1Me/QIzn/oaZpk2G+SrHmLqthJQgvkKdlpCtGkdbVDFIlRf4gyFmWWbfwLgOdjvq0rhp2ozv4743i0OR/jmu0ScMH2ySXECHQ4H2tvbFaW70p1aKURCa71mwDSGcw7eLa8dQo/VgfoOM17ZWxO2+whFiXWbDyVMAwi2dkSb1tEGVTWE6kucoQjzzsE63Pzat6hs7qb9LqaN2+3+TymPvKkIH6G0g80iTjy32+1oamri1T2SKGEOg7hT6+mRmb2iStZaKid9NkU9rYCT0ENZt60OJ7452ip6cYK4uhO9KN2ORCNc882E6kucIVmhN91uix1/ff8nfFbRgt+/sE/MpbwM5tUNCvgQVCRKkyWUc4YizSBuTmHl7x/+jOs3luGmTd+Kuk6U/VJAZRnM9jaWIM6QRKR003b2DXisPRb615MSlowqEaUtIQ9EJPLIvGck6kAkhi+kbtbX1mvFh9+dRFd/ZL7U5ZLMd9gvnOVEzU3bV90eIGbwhCr3rMONRejCVe/cbrcihvBiGbH6k5lbCoU1Z0hEsxe1NDWKG6y0k9HlQenyulxuqNWh99gk9QwFu42ExFK9bv0BVDb34NzhJiV0OIQNOfxzKfcQNUwWEaeb/4e2Xiv+8NJ+aNUq/OfWaUg2hn+12GCur2KQ8vFJeoYUipg2rlbHTjE2KmA3Y7VajcTERGXpHqQ1/OTn5tDmgyKEjqpQrU9L7NGp/HWvqUDnwEU7Dp9JWQ2n6e1JkXWbByU6ASs/qsDxU72obO7Bkzt+8Rsv2rSOVoTqS0pBImIaI+sMJp6r2Zsu+k/XYDD4D4xymJ0WSuhpMRgMKCoqEqR7RIbJeL7LmWEtIiaOi0FSLw3jUqFah3PfpMHKF5WnaH+LqdvhQkzNCddBrWJgtrZffBbDVPMc5aMErWMBofoSZyiC8LVjru7f8sYu/HHDAfx7Xy1v3GiYSyMUJR7a6Ha74XQ6BXXRy2Wr+ZwP35VyBxgH99rCtNlfKJ9bqNYhJcrmpoUKMXWbie8+Wsd8DosWi6j505H3hYKuH1K0JgSGUlWovsQZUiisniEA//v8Xuw61oa//7ccnf0Dy3AtlvB83SuB6rbgjSofgdpHn9WBV/fUoKyGfZSExWLBkSNHBOkeCTvHZ5yZO6Fv2B2evW3Ezftg/M2o/UK1Dhex9K4SU7eZMB1tX8S88EX1DDH3YZABZm9UsPVDitaDnV3HWjHjH19i1cdHRF3HZfqE6kucIYmEy1BypWuxD3x5dZn9z4+IspWpvPz3+8aI3PfxTyqx4qMKzH8xwJYHDJhnfvnuIxNOgq2HrT3ijokRipRhMqU5H7HUMySFM/JS/IZ9e+J0WO4ZKl9IzMaa7/66Sk5YusHkRjyDrXfpjxvK0HDajJe+qRZ9lFWwEGdIIqLmDElIeLBV9tAQPk3+vf9EUNc5nJEvJyW8uyWt9Iu8hBEh2h+7ID3O+++UOPoKKjFH0Yipv5GYM8Q8eJg4y+FF7KadXkRWDeIMRRC+smIvrScQogdpmy6S2h6N+M7vM+qCf7WIm0Ad9G3CRqw68+FCjJ5kaX0EkdJjw3ctaVBCCL7mkxdueCE9Q+KJ+ufmODHc3998nGjv9xt26Rn0Q3NJj/ngR67eP7LpokIRs7TeaDTS/o6dbtvIGEKj0YhRo0ZBo9FE5P5cREIJt9vNM9dCwkcC4+9IaB2uVXZKJ1R1W0p9rOFZNMGsbk4FOEPBZiGUdiSchwlHmmBLmLqO+X70B3GGFArzi4dvEpmUhqAAWxJ1qFQqaLXKbTpKMIyh7BlSstaDDSl1O1S1TowfGonVZEyCzYHS7YhSkHo0ilB7SIbJJCJt00Xh6R5t6fEb12qlO0pKeBkOZqxWK06cOMHSPRoJV1WRtrCA/stg0ToakFK36Wee0cPEDEvzTh8I8HewSGkHTIdMaJ4Gkx0JJ1L9XaH6Emcogvzn23q/YWK+rF2u2OzSjxQulws9PT1B6X6q24KHt1ZgR3loj8EIdu6EXGdIiYFp/ILVOtpQwjw2KXWbTvB78fANfbEPVBWRJR6kpHNGvv8tBfgIndaDG1F7lnG0IaH6yuYMOZ1OnHvuuVCpVHA46Evl6urqcP311yM3Nxfx8fGYOnUqtmzZwpnO3r17MWvWLKSlpSE1NRWXX345KioqOONu2rQJZ511FhISEpCTk4PFixfj9OkQ73choRG9uLOaJ9nIG8bBTKSGB5e8/T027K7Bn/99SLb9M/gQ04to0Ao3F1ImPcbSpNjB1IkbqkfptzkFx1VCXZk5ckiks6CI7TSiHdmcoVWrVmH37t2s35ubm3Heeefhww8/xI033oinnnoKDocDc+fOxZtvvkmL+/XXX2PmzJmor6/HsmXLcP/99+PgwYOYNm0aKivp5xI99thjWLhwITIyMrB69WosWLAA69evx8yZM2E2R/6wz0Ao4RgHgngCvdz2Vbd7/13b5v/cIrEEW4piDqyXMiQsBgVMA5ENBbzLw4KYKQFMuHZ993sfEenyIcUpJY5IeBHzjpJyfJMss7fKysrw0EMPwWAwsMbvVq5ciRMnTmD37t0455xzAAALFy7E5MmTsWTJEsydOxcJCQlwu91YvHgx0tPTsW/fPqSnpwMA5s2bh/Hjx2Pp0qX4+OOPAQD19fVYsWIFLrnkEmzbts17au2ZZ56JP/7xj1i7di3uvfdeOR6dhrhxc/6/+YiVxjlYXyRSEWPYRRkPCXPeCIMfOXq5mD2Z4Vp2LSVVZwS8+cHUw8hELjsf9p6h3t5eLFiwAJdccgmmTp1KC3M6nXj99dcxZcoUryMEAHFxcbjrrrvQ1taGrVu3AgAOHjyIiooK3HDDDV5HCACGDx+OefPmYceOHWhqagIAvPXWW7DZbFiyZInXEQKABQsWIC8vD6+88krIni9cPSti0tXpdIEjEWhI6V7X6XTIzs5WlO7BPs6M4abQZuRXJO2/xfhbaVqHEhXP3jyRQErd9n0fy/UoSuhFZDoiNT49vm29NvhDiXZEiQTbLigbJFTfsDtDS5YsQVdXF9avX88KKy8vR29vL8tJAoApU6YAAA4cOAAA2L9/PwD4jetyuXDw4EHeuCqVCpMnT0ZlZSW6urokPFX4EVMBWMszeb4SHDG6f0oo0Wq1MJlMkpfFhsuQi+ntGZubLDiuXEOqTEcqFFpLQQlOilyEqm6Hay6Pxc6YT6TwsjnS1O03LFRaRyNutxubv2vAh9+dDGld4eohE6pvWEvhgw8+wMaNG/Hhhx8iKyuLFd7Q4DnwrqCggBWWn58PAKipqQkqbmJiIlJTU/3Gra2txYQJEzjzXVJSQvs7VEsfbTabd74Sl7dKhanValYbt9rYXxhWqxUulwtOJ/+EQypdlUoFh4pe5DbrQJ4MBgPUajVsNhsrTa1WC51OB6fTCRsjLyqVyruxlcViYVVuvV4PjUYDu93Omjyv0Wig1+vhcrlE6/xF5Sm/z+rbI8iFFEfE6XSit7cXGo2GtWGaW0TCx5pO44xsz3lOgTSk8KehLw6HQ/C8OGpZsJB02UO3bgAqbz3kSpfCNz9qtRoGgwF2hxMOu42VV+bQR2trK+Li4qDRaHjrob/7UQSq3/7wjRvO+u1klJtOp4NWq4XD4YDdTj+YmdLQ7XZznsptNBqhUnGXDRPfe7rdbtjtdiQmJnLqy6ehry7MumKzDqTFV78DYbXT9WXWFWa5U2XDpSEtfzY77Vq+uqVW0e2HzW7nbW/MMEpDs9mM3t5eb90GgrezzGdj3jNQPYyLi+NMF5BWv/3Vw08rTuGed3/26KFV4YJhaaxrKSxWC8xm+vvSXz1k5s9sNsPpdCIxMdFv+hRhc4ZOnjyJm2++GYsWLcLcuXM541C9M1wZjY+PBwD09fUFFdffwzPjSkVMm25paUGV0bO7KuWU+VJVVQXA84zaFPoKhVMtLaz4zc3N6Onxv/8QM12j0Yis/KG0sJONJ1Hl8kxYHDZsGIxGI1pbW1mr7kwmE7Kzs2E2m1FbW0sL02q1GDVqFACPk8mskEVFRUhMTER7ezva2tpoYWlpacjLy4PNZvPmUwpUGklJSbTf43QqmO0+hSXha8Rms6G+nntbhIRMtrPuj1Otraiq8hgtvV6PESNGAPA49f4c3La2NrS3t9N+8x02BoCurk6vDoGcQrvdY3A7OzvRwqhjycn0XiOmkXS5XIBGjZMnT6K/n36Egp1RB3zLNj4+Hp83uLHms2P4/dgk/CaHvkMs06H0zVdWVhYyMzPR19eHuro6v89VU1PDcgJKS0sRFxeHtrY2dHTQJ+lmZGT4Tau7e+Drvq6ujvWSGjp0KJKSktDR0YHW1lZaWEpKCgoKCmC32wPW786uLlqc/Px8pKamoquryzsFgCIxMRFFRUVwuVyc6Y4aNQparVaQjfC9Xq/Xw2azobS0FNXV1awy57MRNtvAy5BZf1taWoAz8gBw2wih9PfR6xnTGWJqUVBQgJSUFHR2dqK52f92Fu1tbaiqGsh/c7P/I0GY3zsdHR2oqvLvcDLzNHz4cBgMBrS0tKC3l77bdmZmJrKystDf348TJ+iHRfPZiLY2eg8U857p6enIzc2F1WplhanVaowZMwaAZ74t06kpLCxEcnKyXxtRWFgIp9PJWQ/HjBkDlUrFshHrvhiozy9+fRwFqnTWtRT19Q3Q9+lpv40cORJqtRrNzc209tntU9ddbrc3T+PGjfObPkVYnCG3240bbrgBqampeOaZZ3jjBQqjjHm44nJRXU1f8n748GFMnDjRT3p+k2GRlZWF0lJPDxlXz1Bpaak3b6f66MZkSFYWAPpLMDs7G0OGDPm18vo/ZZ1KV6VSgfltlJubi9JiT0XU6z0VLjMzk/WCpb6c4+LivOlR+E5qLCoq4vyyADwvnJQU+p4c1BeRXq/3STe4E+MBuoYadbl3MuO0kgx8+cuAI+YOwYTD/Px8GAwG2m9t/cKHISeOLETpUM8Xka+GxcXFv2rI1sFkMrF6PJk9OKmpqYwyqvGbB51O772G+QHhSfcnn19U8B2XoPKcl5f3q+NxgnHtAL75UavVWPXS5wCA177vxNEu+lehm2OYj9KaqocJCQm/psldV4qLi1m/UWVlMpmQlka/J1/PkK9TWFhY6Ld+p6enIzk5GW9/exL7qjtw90WlyBriccp1Oh2r3QCACie8iqakpNDiUDYiJSXF+xFHQdkvtVrNmS6lP2Uj6NA1873e19Fn9pD7PiuXjTD8dISRv4G2kJ+b7f03l40Q2ubjE+IB+PZk0cOZWlD5TU1NRUJCgt97mjJNKC0d+ECtsbcCaIUQMtIzUFpaxJkuV56ock1PT0dvby/NjlD1MD4+ntfODtgID5lt9QAGnFPmtVR9MBgMnPWFoqCgwG/99m8jPP/nrN8sG+HBaOwA4PmoUHNeO6BhXn4+SnPoH7e+9TszM9P7e0qFHUCv996lpaWCRxzC4gw9/fTT+PLLL/Hhhx/CYrF4u3Gprrz29nbo9Xrv1zvzq9L3N8rwi43L9GD9xZUTnU7v7Y7kghbG+ALS69nOE/NFTMGcM+Kbrt1Cd4cMegMrT1Tl50Kj0fA+A985MDqdzu9kNrVazZuuUHzTyE01or6DGjajv5ylLMGkMBjY2qks/r8omSTGx3E+c7AaeuNotYK1VP+6tl5Iusw5Q5Sh46qHarX/Osik/jR7mIcJU+tA9ZAvjK9+c6HVDtSdQGXT3u/Eym2/AAAqW/rwzb0zAQir31o/5abVav06ayqVijddfzbCF3/Xi9VQrfH5wGRM3sg3DbzMhJ4VxYWG8RHLdKn85ZlPQwDQ63S0a8XUEZ2Ov735C6PaG5cdEWtnmW3X37VUPVy/qxoNp824Z9YIpMQPXBsu+82sh2rGxxLvtRzvKApmOfm21UDpMgmLM/TRRx/B7Xb7HR7Lzs7G0KFDvSvFqPlAvjDnCFFfeg0NDTjrrLMCxj18+DB6enpYwyUNDQ1Qq9XIy8sL9vFohG01GSPZULy8YxnmxLpwlVu0HYUibndX/r9DhVynVAtFTHZOdg70WtR1BHaMlbAaKlT42iglbIYYS4ixOweq2/HINk8vXq/VgSd/zz13NpyIsZJyLdwIy2qyp556Cp999hnrv/HjxwMAduzYgTfeeAOjRo1CSkoKysrKWGlQq8imT58OYGB1mb+4KpXKu3rMX1y3242ysjKMGzeO5STJgZj3pKiNphgJR9n7OOqgJjJGm+PDhRI33WTmKJq0jpJs+kVK3ebbJiBUvlG01AMhRMqO+G78+t4hdkeE3ITLAlF1LqIHtU6cOBGzZs1i/UeN01944YU455xzoNVqcfXVV2PPnj3Yu3ev93qz2Yy1a9ciKysLc+bMAQBMmjQJI0eOxIYNG2iTH48dO4bNmzfjsssu806CnD9/PnQ6HZ588knaF8rrr7+OxsZGLFy4MByPHZCvKoWNQQPijIeUbmflvQrlQYpxNhqN3omkTER98YRrab2ITGz9sSlwpF8R1Ysk5dkY1/rTWolIO+st8q2Rr24Hgu/ZI/9k4SNYZ0aK1uw8SE5CVsTsryWuWbCFEKpvxA9qXblypdfpWblyJZ5//nmce+65KC8vx3PPPUd7kHXr1qG1tRXTpk3Dc889h9WrV+O8885DfHw8Vq9e7Y03dOhQLF++HNu3b8fs2bPx8ssv4y9/+QtuuukmTJo0CbfeemvI8i+moN4/LNwLZw9JhMacDGajJBfMZeO+RJu+J9qFz3FiEr6DWqNNxQEGU8+FFFj2S+lFSspNVsRs0ClX1Ym4M5SdnY29e/fikksuwbPPPot7770Xer0eW7duxfz582lxZ82ahU8//RRZWVm477778MQTT2Dq1KnYvXs3Ro4cSYv74IMP4vnnn0djYyPuuOMOvPPOO7jllluwY8eOkEzUDTfMr0Q+Y8LcU4I068BIaWCne/pQXl6u2DPuov2FzHSGlKz1YMNsNgetd6d5YHEGy34p/TMhAt6aFK2jHTE2KtgeU6rOCdVX1q0vv/76a87fi4uL8c477whKY+bMmZg5c6aguLfeemtIe4HkROGmIyoIp33z10Cj2w1RBsyONyUMHwllMJR/sHp/VjGwgrePcfJ8qIowmuqCEJTwPMdP9eK5L47hotFDMPfM0CwsCgStnYR5B2qhxN4+4CEm3JO/KA7WCj/JWUy6sQKzjShDhzCtaAtLqmz4vvZFLRZgbpx3qtdPTOUT5Z1yYSNUQ59hs7ci4g4bkojjUVxHmXm/9uX9ONVjxZYfGnHR6CwkGsLvFvi2k0ArKmNmmCzaCd9LlZ7wW2XcOx5LTFYhTkH4UeJjxor2YumxBrc7MUG5DKa6fvmE3EhngYUYH7yjj76D+qmegU0JO/v9H0MSSsRsFRNs75nFLu4cTuIMKRQpxuPnRv+HAyp+7F42BrEOpHciYpD9wAY/6igvYqX1XgZ6J4l5F5bzvPsCQYbJJBKuMV8xqTJ39/zmqP8l/IPpC00MoWz/BoMew4YNE72TMZMYLQrRhEJruVDai0YsBoMhLHqHbs5QaNKRK10+Qqq1iIoX4NxeeRCxtF7MxqRdHD1bQnZhB0jPkGTCtQxYTLKBDuOMVfg0lFJsarUaRqORU3cxL8O1Xx4PPhM8yNU7Eaqqf7rf/2niAPxqTQg9fHVbCmRrEDbh0joQShgdoC2tD7jPkPD8csUUqi+xMBIRU62GJAnzUAFxThbzFG0+It8Moh+bzY6TJ0+K0p0Lvh68aEeMo2S2O3nDQ6F1NCBX29Rr/Jt9m80WFr2V3iMt56oup8uNHos9bFpHA74fjbXtfbxxxfQM5aSwN1gUqi9xhiQipg1d+RvhyxbFpOt08r9M6OlG2f4fEuDrpZFi+5xOJ06fPi1Kd7l5bV8t/vbhT2jvFXZis5JRuta+hHOYrKatD3959wds/1n4ruFcjM9P8f77jLwUWli46rbSrYzLDdzx5mHM/ece1As4Uy5Y7E4X5jz7DSY9+jn2VbVFpG4rwTFt7ho4nLnfxv/8YhzVMTkprN+E6kvmDElETA+OWsxGU+E6ADYsqSoTuRr9rmOtWL39F8wYbsIN04rkuSkP5Y1deGFnFQD2yhECN3wGV0w1CucQ5XXrD+BkpxnvHmpA+cqLkRCCJdByzXEKVc9LuHpwtvzQiO/rOwEAd739HW49v5QnDxLu830jjrZ4lrYv3PQdPrpuaPCJ+SDu4NPI09hp8RvG/mAXjpT3JnGGwkiSUYseS3DLhAfTREElEM5T61dsKUdVax9+OtmFmSOHhCzdYDl04rT33x//1BzBnBBCycnOgZ10O832oJ0hMedChQoxt9FpVLA75TVUVa0De+98V9cZtvt0W3x26Q7bXQIQZe8AuY7nIcNkEuErqHi9hva3EhyRwTwsJgbq6ywUVLUOjHnXhbGLXSh89SwjQZ5VWdG2qopPMzGPIuW5xdqHpi4zNu6uET2sE4nl/2Ke7aJRWSFJRy5ETfBVYP6VBlMjMZpJqdvEGZJIuFYsiblWqxXxhUgaIwCgujV4Z0ir1cBkMnHq7tsrEyn4HN5QFn+46j4Tf1orETmdwOvWH8BDWysw/8V9QafBrCtarTZMeotZEcRXf5VnwMTUdWbUUGktasd3BWrIh5ieIa5nE6pvdFgYBRPqLrzWHitMiXpRFVan0wmOy0w1Vr9U1BJ2TtPpdEjJzuYM+/lkV9DpyoFcq2ZCeZtsP1qHklBlV672pMJAj2RTl//5F34v/hVmfnU6XVj0Vvo+Q2J25peSBWb7k6NuRxusd5TE9IS+H0nPkERC2Wg27K7BpEc/x62vHwrjajKRmRqkiJnMzsTpdKK3t5dT90DLRJlUSeihCgYxy1SlEMqvT39ay4WoCZxSeoNF9Z4ED98eL06nEz09PeizhHhpvZi4MvU4hgopWQpV3RYzPMQXVwn6siZQi8gU17MJ1Zc4QxIJZcN9eGsFAGBHeQtsTuHbhIrbZ0gBtV0BiHGFjDp6M7HZ7KitreXWXaS8T2z/RdwFAuCvk/KUfyidLr9ah5CQrXaKgvZFm0DNCDNbrLjy+f2YtOrLkB0ODUgbSqKHRX6VrZQ5LUzkqNtikG11oYihfHF1hx2Z7DMkE+FqnK4Ab5NgG6ASPH8lIO5UdcbfIZyTI/fLM6Rzhvh0iNGKpomCg6t8v56Z5fTpkVM43mFDv82J378Q/FwkJqFbWh+SZKTlgVHvRfXoKSD/fMi2ulDEfeTqzSbOkET4Cyr4RhMu5FqmqHRUovZ8ii54H02mh5HLgIWKUGU3TqcJHMlfHuSab8RTPzoDHI0SLCEbJpOcE3/3DD5lqT0Xvnxa3ow///tbfFcXmYUYSng9sHvepA2TCYVMoJaIM0xWP3yNXp77KB0xH/Dils6KUzQcxsdi9z/EKld5x2rPkBTEOQxh6pEOU7GJy24EvCGFcMu/DwHwTJWoffxSwdeJGt5SeOcl02EUUyelDPORniGJULuWcsEyAGK+IALEHeQ2IeQwvxjEfEGwG6MKWq1WVO+SUghlz6BcX/ByaK341U4hJDKbLoZmKEkJvetMpPR6Kc2OyKWvyE9GwTG5lBSqL+kZCiNSlgiKqZRGI/twOr/pKs+WRAQxPUPM3j+j0YhRo0aFOEfyEMry50sqlD0M0aq1WERtLhemF6gmXPs5KdzZlDSMJ+FU9VDVbeW4U9Jhyim1Z0jo+5H0DIWRcI5D+6YdyjHrWEEpX2Nyl0Yoy5+3fkeZ1x1t7SLQAgs+fIuG2QzCNkwWorjhKqVAh4XyISZPtW3itt6QGzn3yfJHSzd93yy5PhKIM6RQAg1n+IaaLfTKM8HnVGrWddFl88OGFF/IYragsrISFovIze44EFMen/zUhKL7tmH9ruqg7xfKl51cPUOh0loO5Gpe4ZqraLeHaQI1I7t2pwv//Oo4Xv6mWtS+MkqYiyYlB9UMZyhUdftIU7fguHymz+V2w+12o7atL6xa86XMPM9TzNA+17MJ1Zc4Q2GE3ZsqvFDF2DpmunznbknJk9LJS40THFfSGVJww+FwcGoXTjVve+MwAOCRbUdgsQf3JWtzCN+/Sgqh7GnxpzUAjMtL9v57VHZS0PdQRjMQnokyCXsA8T1rw2mz/0AJMOvDv/edwBM7fsGjHx/BRz82iUhHeYiqO4y4fHVbDJv2nRAcl+8sO5cbeHTbEVzw5Ne4553vJecrGCQt8uGw60L1Jc5QGJFSx6Wcx+LkuXYwL63PTqGPDfs2ArE7QweLXPqGagn05KL0oK/le1SXPD4XbSm7ThPd5kzUrvMh6hliDiu09lpDki4T5rP9e//Ay3vz4QZ6XBHp8OFwurDo1YO4bO1unOwMj5MHiHP8lWB/G3mPb3Fj/e4aAMCH3zfKkyEGTI3kWlof3dZDAaTF+z/3hF2owtMNVAGC3WVYAW0xbDCfu9unu7WyuYcWJqXRhFbD4BIL1ZSn/HThvWksFLACOhInsCuBcB37ES49+bLLdMhCtUrxrbI6fFF5Cj+d7ML//ecHAEBXvx2nuiUOS4m06263G8dP9cLtVv7MtHDvD0bNdQs0VOeLuDlDQWTqV8hqMokkGXU47e8rXUJ3n5gva3Gz75XeHIOH+WS9VgdnPIIPYXqpDqbhVzHI9dxSOsFoE6iZgWHyLUXNC+JPSPA9j58amC5woKYdp7otOP+Jr2F3urDljhmC05HKfe//hHe+rccfJhUgJU74odqRIJzV97/fn8TfP/wZ10wuFDXfUK7eNNIzJBG+gpKwAlNUBdDr9cLzFJvvqJCi1+tQVFTE0h0Qr2+w5RGqd5aU6sA7TBbCiuZPa1Z+JDxNJNoF20EQfm24VkOq1eF5JbBsoe89GY8StKMUgNU7foHZ7oTD5cbd73zHG5dvWJ3vWbh459t6AMDbB+txzjATLUxo3ZaLcDoeS97+Ht0WB17kmDRPR0K74PhNqL7EGZJIsMNVgRDTXalW048AKDEl+I0rtiFHE7ItC1VrkJiYCI2GffRCLDmboZrbEQh/WgOgWT8p93TINcnJB2Z+m8UM30jq0RuA6VOFbdiR2UtO+5t+z4pG/yujxGw5wqTfNtBTzFyxxOTxTyr5b8STJzG9P7x1OwLI1QvD936T0jPE9Y0gVF/iDElETM+QGAI7UgPhzOWww4Yk8qQrIVMKh3q0pi5zWIcrHHY7mpubw7YMWRAhemcZdcGbAD6NQ2lU5dB6yw/BTxbt6LPhqU9/wZeVLZL209l5tFXwte8daggcKQi6zeE5QZ21yMPnjVfR2EULa+/znwcl9P6xVzvRf+DrtGO2mYjbEQZKeD8w99ASkyUuZ16ovmF3hn766SdcddVVyMzMhF6vx9ChQ7FkyRJ0dnbS4pWXl+OKK67AkCFDkJSUhIsuugh79uzhTHPr1q2YPn06kpOTYTKZcN1116GhgW0cnE4n1qxZg9GjRyMuLg5FRUVYvnw5zObQrSwQMyQlbtUBf7hv2g6H/68cg5ZexMqfwicBtxv/+vo4pj32JW57/TB/VAk6OJwOtLW1ceouNt0vfzmFW177FgcDLJWWcgAoH1nJRpzsNOOnhq7AkRkI7+iWhj+tQwnf6rxAL4j7P/gRa788jhtf/RZtPcJXY0lxGH9p6QkcyQ98fvSBmtNBp8sH81F9V3fxr27iT4cv3HcoUalWT466LYZQO0PHT/XQ5m4JwZRkoP0tajUZR+UWqm9YnaFffvkF06ZNwxdffIFbbrkFa9euxcyZM7Fu3TrMmDEDvb0ekY4cOYIZM2agrKwMd911Fx555BHU1dVh5syZ2LlzJy3NN998E5dffjnsdjsefvhh3HHHHdiyZQumTZuGU6dO0eLefvvtWLp0KcaOHYs1a9Zg9uzZeOyxx3DllVeGrOeAz2mR8sIVs+ki70RWZrryjwbIyurtvwAAtpc3h+0eodx42e0GPq1owe9f2Mcbb+6ZubS/QzWccbrPhnMe/xKXrduNL460hCRNQMYhyxDdU+wUHIfT5bUhO8oHdBOz+Z2U/HIdJ3OspQert1fika0V6ONZPMB323DtThCuXhlFICJPoVxRHA5C+bFc0diNWU9/g1lP78QxEc67RsTqQiZSrGJYV5PdeeedsNvtOHjwIEaPHg0A+POf/4zf/OY3WLJkCdauXYv7778fS5cuhcViwaFDh1BSUgIAWLBgAcaNG4fbb78d5eXlAIC+vj4sWbIEZ5xxBnbt2uU9c+Siiy7CeeedhxUrVuBf//oXAODAgQN46aWXcPPNN+Oll17y5qmwsBB///vf8e6772L+/Pmin0mloheOmGXsoZxALfSFzNxkb1D3DAXAt+x0YZooGiqYXcXhOj3Ed7O2RZu+FXVStsPpxmcVLSg2JbCGZuUy5KHSRS0iocrmblzyzC4AwL8W/IYWJm6YLHiNmBOo//nVcTyx4xfab3/73RgB6dD/TonTwWwP/V5DoaoNwicP0All82GWG/OefPcSe2Ct3KcG2Z2h+1petvkn77///t+fBV/H+oCX6ZUVtjeCxWLBN998g3PPPdfrCFFcf/31AICdO3eipaUF27dvx9y5c72OEACYTCYsWrQIFRUVOHDgAABg27ZtaGtrw2233UY7fO3cc8/F9OnT8cYbb8Bm84w3b9q0CQCwdOlS2r3vuece6PV6vPLKKyF5zrZenvFtKZMcA3UH+1SZQHF9z3phxVWIb+R2u9FlljZ2LupRJO1AHaI88OAIoQXQa8PTzF/dW4ubX/sWs57eySo7OQzY8VM92F8d/E7MvoipDrf++5D337e/wT8cy0co/UWmI+S7qSH7xjxBYSq3UDnHwaYTzuooJk/MqHanPPPuhPLhd6HbaNE3/2I2CWXtMyTTSypszpBer0dFRQVeeOEFVlhLi6dbWaPReB2dqVOnsuJNmTIFALxx9u/fzxu3u7sblZWV3rgpKSmsU4ETEhIwduxYb5rhJJzDZL4wZ8szr6wQ0XUfCdxuN659+QAmPvwZPpIwkVWU7ZDQvjRqDdLS0vysJguR0ZewvFQuXthZ5f03c4gtlAbMn9bXvkxvw1LuyPcFzgyrbfd/nIEYlFimrG+lkNVneRCaXykdLgdrg59XxTwd4NMTdr+rnSJRPZiHpErBt/dSyvFSoq7l+E3oarKwDZOp1WpaT48v//jHPwAAM2fO9E58LigoYMXLz88HANTU1ACA4Ljjx49HQ0MDZzwq7nfffYeuri6kpKSwwpn5tloHuo1VEF5JWV8Bdod38rZOx7/8UsgEaqvVCpfLBYeT/5wqq9UKs9kMlUrFypPVZvXmyWAwQK1Ww2azwclIU6vVQqfTwel0envfKFQqlbenzmKxsCqzXq+HRqOB3W5nTWbTaDSo6bBiX3U7AODOt77jf3AenIEmRPlkS8pXl16vw5DUPJjNZtZk/FAYMIvFAoud/7BCi8UCs9bzvIEauxjD7/s8Ypb8MldsMIf5fNNl7mUzIT8ZPzT4d9jT09PhdDphNptp9fAUY7Kyy6f8uRZJ8NVvF0/d8a2zgQ59ZOpgs9mg1+vhcrlodgTgPindN986nQ5arRYOh4Otb4D6S72HKBvhi2/7dLncvAtKfjzRhhFZA0OgfBry4WszpBxMGqiN95vN3mNZnD7lpgJodlKKk1dWQ++N9LXrgbBa6eXY0g9v3WbS32+m9eoGsrO+MNPTaDTeesgH811iNpsD2m9/9dvtc69A9/XNr9lCT8dms7Gex189tDHaiZjFUrLvQP3qq6/ilVdeQUFBAf785z9j3bp1ADz7LTCJj48H4JkrBABdXV2i4paWlnLmwTculzMUKphVtau7C1VVnq9pynnzh5A5Q83Nzejp6YGFMS+I+fJrampGlboLRqMRbqOJMwwAhg0bBqPRiNbWVpw+Tf/6MZlMyM7OhtlsRm1tLS1Mq9V6e+Bqa2tZDaaoqAiJiYlob29HW1sbLSwtLQ1fHQ/N14jVEp5zlZg4XS5YLBZvWYaampoa9DGMJvPFc+JELbqMHmclPZ3/fDEx8w58nyk5OZknJp1TLfSeISdj7oFvulT7owj0cvS9NisrC5mZmd527ovdPvDCrampYRng0tJSxMXFoa2tDR0d9BdaX5//Ccc9PQOTP+vq6njz2sqo3y0tLSgoKIDdbmfVF7Od/YLwjZOfn4/U1FScaG5D32n6snuhZ9NRNsIXh3PgWa1WK+2eTiddhx2Hj0MzYuAAXD4bwUfLqVMACgGAZT/EYLXyL/2vrq6G9tfZ5Z1dAysk3W6gr3egzthDuILrdGcnTUO+F39bezv92q5u77VM5+Z4VRVtNbBer8eIESMAeOo3nzPKrGvp6enIzc1lOSxM+vrpzkNVVRUKCwuRnJyMzs5O76gORXJyMgoLC+F0Oln37OgZ6EENVG6+157opMc91dqKqip6vkeOHAm1Wo3m5mZ0dw98SDHrJJXuuHHjeO8PyOwMbdy4EbfccgsSEhLw/vvvIykpKcAEZE8Y9SUZrrhMqquraX8fPnwYEydOBECt4hH2VcHMQ0pyitdBC9QzFPBsMriRnZ2NIUOGoLOnH0C937jZ2dkoLTVBpVLhbx/R5xbk5HjCgIGdOjMzM1kvWK3WU1Xi4uJYTqZvd2hRURFnzxAAZGRksJxPjUaDx9d+xvusQtEb9ADCs0+KL1arDU21dcjPz4fBYAAwMD+Dr9jyU41o6Azs+BUXF/+6GmigTDWMjTWLioqQkeDRNZSbtqXnFOC2t36EUavGS9dxf0xwMSQrC4CPoVfR25ZvnfG0uyPev/V6AwKVG6U1VQ8TEtgbi+p0AzvNFhcXs8INBgNq2voAbQJKS9NoYYlt/vftSUoacAYKCwsBHPMb15RhAjBgkLOysn7Nm47VbnoZZQwAXzZp0HDagntmlSIxMR7bfmzCXW9/hzNykxAMlI3wRbtr4OVhMBgYZdMEYOAlm5iSjtLSQu/f/mxEn80B33bAxGTK9P67qKgIQHAfEh676d8RLC4pgf7XnqGUo04AvzqCKiAhMQGA5wXtqUfCe7b4SElJZWjY6Dft1LQ0AANOmsvt9tZtj90ccLaLS0poW2r42tni4mKGnaVrz6xrlI3w2Cv/6A1GAANOY3FJCYy/XpOamsrqiKDS1Wg0rHs2dA/kqcPC3zPke62zpRdAk/dvU4YJpaX0UR7qvtnZ2cjMHKhbabVVAAbqd2lpaUAHkEI2Z+jBBx/EQw89hOTkZGzduhWTJk0CMGBo+vvZ4/DUb6mpqay4zELlisuVJldcUYgYJ2NG02g1iIsTdjCmkGEySgOu7nZfDAa9977Mzdr0ej0rT3zbl2s0/M/gO7GdiU6nC+gESkGl4p8C57uaLBTDWQaDQXB5ejMgAKPRCIeK8eWqYseJi+M3bMHwxOc13iGrl/fw94L4YmDUGeacIV6dApQbwNaaywFUqVQw25zYUd6MCQWpKGbsxP7zyS78bu1uqFXAzr/MREH6QA8Vn0Op0QyYSb76DQBaRv2m2pJarWZpYON4qT/9hedDzAEVnp5/Jha/6Zmg/T3PMKI/3G4358vP96Va0dTDWzbxRrZ9ANg2YsvP/HXF11ENpCEvAdpQnDHOO7REOc4Uvh8UoTzORKvV0jTiW5mo1tDz5HIP1G3m0LLBYEScgfsVHUhDf2Ua8LgVRt4NBiM0vzqXfPabq3770tzN75D4XqvT09uFRqvzmzazHmoYZS7GPod9fbHdbscNN9yAhx56CLm5ud4VZhTUFxzXponMOUJi43LFo+KaTCZpjVIAzF4CMfNUxMQNtNRTiRM1wwHzMX3nOrDiStIkuIvF2F8pJzdL4XDdQK+GmD1zmM8Wym0kxPD4J0dw9zvf43+e3gmrg/6RsPQ/3/96P+DRbUdoYWKW1vNRVtMeONKv8PX+fnD4pKR8WOwuXPjUTpzqYfdE8k1uNyXSXy46gSsRA328haqMAy+tF9prLz0vYu8JiFtVFa4m/8epQ/3fk/XOClMmeGDWlUFxUKvT6cQf/vAHvPbaaxg3bhz279+PCRMm0OJMmjQJarUaZWVlrOupFV/Tp08HMLC6zF/clJQUjBkzxhu3o6ODNY7Z29uL8vJyb5pyIu4FISZh0VmJCRL9fFVFClEbrgWaC86TVmo8/evNwjE3RUi6UvwDMfWX+YI4d7jJT0x+3O6BfZMcLrdnSMwHq8/cOuZZZKHqKPDdgDEQ4bbxNW19eODDclHXGBk7nes0ahw/1YsTPAeXAoFf8qF6oVW38ucjEoh5ND6dmCGBNLPYnThQ3R5wb6C2Xiv+790f8K+vjwMAPv6pyW9cZpuJtn3ppOQ2rM7Q3/72N3zwwQeYPHkydu3axbm6KysrC7NmzcL7779Pm6vT1taGjRs3YsKECTjrrLMAAJdeeinS0tKwdu1a2jjgrl27sG/fPtxwww3e7s8FCxYAAFavXk2735o1a2C327Fw4cJQP25ApCwvZIeLSUt43GiGqRnvEQsSG3m4Tg2nYO+1IRwpTiBdFynPGLqvZaFas86IYuSfrx3IvLcdAHm+eI+dYu/8y3dbZln80tyDWU/vxPlPfI3qVv/HKoTSXkmBdzNamV7sfGerJfMc4srUMJBmt71+CFe/tB/LPviJFeab1t82/4z3DjVg9fZf8FlFC2/+fI9J8ZcHvvb688kufPjdSVavrBgi1TMUtk/nmpoaPPnkk1CpVJg3bx62bt3KijNkyBDMnj0bTz31FKZNm4YZM2bgnnvugcFgwLp169DZ2Yn33nvPGz8+Ph5PP/00/vSnP2HGjBlYtGgRWlpa8PTTT6O4uBjLly/3xp0+fToWLlyIl156CadPn8bFF1+MAwcOYP369bjssstwxRVXhOvR/cIcE5YS17dhG8I83BetVLf5/4qU0r4MBiPGjh0r+jopw2RMeA9JDVHfthR/zyqiN4ppXJmPFozWgaE/XLicW4fTBa2fMy7kMPFcz8VbtxjxN+yu8f77wqd2+t2hXK5hsmBhnQYQoR4P5odKcnKKd14Le3oDfx6/+sWzwvBdjkN7fXev9j2a6ObXvhWVX+ZpCze/dgjfnujA8wsmYlppBi1uR58Nv1u7GwBwon2EqPv4uyfX32KuBYTPGwqbM7R9+3bvEuv77ruPM84555yD2bNnY9y4cdi1axeWLVuGhx9+GGq1GmeffTZee+011gaLCxcuRGJiIh5//HHcfffdSEtLw9y5c7Fq1SrWqomXX34Zw4YNw8aNG/Hf//4X+fn5+Nvf/ob7778/7F/2XIjZVZhnY1IAIitIiNJROnL1lskhWaB5X3x5kOILBasLsz318JyNxYTZLsL14gz+BRh8fvZWteO8EZmcYaFyWsXCd1tHIMPjh8DDZEElK4lDJ04HjhQCmE7LkCQDaw8sCpbj71O3jjLO7+JrBoF26w+V3L75O1x3Gp//urnqNS/vZznGX/8ycDboms+PBn1Pds9Q0EmJImzO0G233YbbbrtNcPwzzzwTH3/8saC4V111Fa666qqA8bRaLZYvX07rMYokoiZQB6gB39Wdxr/3n8DVkwpQlMpYyTOIHBwxMOeBMFExD5YLEovFguPN9cjPzw/bJHwpZ9Mxd7kVA23OkKjrgr8n8wXBfPbjx48L0jrgETYhmg8lBr6VnnIYea7H5CsrR5BnUwWqr3L1DPne5qeTXf4jhvKePv92udx+HSGArUNvby8sFguMRiPraA4+zQLNE3K53dCEYPDXt4529AVwwEJUxMx28cWRFtx2gbBtPpgfPM1dFmz/sQELzx0W8Fpln1Y5yJByPguTFR9V4L1DDfj9C/sicrqxEqkKMLnSV38pmrnc7oA7wEolULc+Xy9HqPIll8MQaJgsHFqLc/SCvw/fS0sOB4GrDPnMULB5kjKsKxfhyoJvuvur+VcTMuu6w+nyasPuNfJPoE03Q/WsvuUW6P0VOnnpKX0roodvXxVd/+s3HsCKbb/4iU1HWcttBjnUzqgU5w43YdexNs644s5jibyhiSXksOuBltbz1Q8xTrcSYA6TBZv7Y6f8T/ANRLgcP5sjss6Q2PuKzdOe4234saELPRb+l7NcVTLStrA3wPAws64fbRvoRWL2yvGVxcNbK3jvE6q65ZtdueqrlLryYwO9N/Boi3CbQJwhkUj5whmS7Onm/+SnJvx4ssuvIwQAm7/zvyNuYKLrZRgJpCgkjzPE/JvpHPnPRLQ5Q229jDONwjVnKMhhMmZ2koxa9FiEzYniG7IMdJReKGCuqAPErSbz5azCVNrfbb1WLFgv7MDrSE+gZhKufYYCzUVlTn9o6x8YRq3roG8SzJfHnUfpx7OUZCaEZ9sBEc5QyA71jVBVIc6QjFCN5svKU5wrAHwR49H2WenzEpiVqcdixxM7KjE0nX2EgcJslGxIm0AdftECLbPly3+ofKFIbd8gz1wa+ksrLd7/ruuSyjtMc7ukEGzPELNn+8eGThH3FBxVEnJImp6gR4fP8nQx8+z4ytzK6EUU8yxnFaTRnKHQ9QwNpHOinftEh1ATTN7dbrfkRVHEGZKTX8s41F3yx9vou8wyq9Lq7b+guTs0h6EOFqToodXqUFBQwHlsiV6r9js0wvWV7g/2sBi/c8QXVwwanxdeKHdM77c5EK8XZm6YjqA/rQPB186YDg5zo0redEXkIZRDUqGCf/K9/zDmy0ZcfZb/WVPidH5XXXUHGNbjY2xuMq1XX8yTcS2Moep2oIUEfLDmFIbqg8jn3608E8OZcaUQ6LmPn+rFYx8fwfRhJiyaUYy/vvcjPj/SgqevPlPSfckEahmhiliMERGCinHeDLMyEUcotKg1GqSkpHCeZzUuV/hJ70yauwbKKdCmi3y9FVKGyXy//sVsBRHI+JoDnJ/nC/O2/rQOBF8rE7MhIzNMzBconyxyOAjcE6iDG7pTSzBbcg3d+t5lfH4KLazF52UuZld2JnwfJoGqBlebouq2mAnUTAJ9PAWLbzqyObQBbnPDxjJ8UXkKD2+twL6qdrzzbT3a+2y4YSP7ZAoxEGdIRqjKFOisPLE4nfzDZITQ4rA70NbWBofDgXbGfBcpNt93UiQrHRHDZFLKX+3zxgvlC0zK7uv7j9Thyn/uwaqPj/i5QjxShr6kzDfyJVJTu/helHwfTqzJwaI2ERUeVwp8L+wf6jtDco9g92ICuIfJqP34WD1DElYfh0putxuwOpyobu2VrQwD3cd3l2wx5ycGggyTiSQ0e9WEtmeIakwUSpusONjo7Lfg04oaXD51FGxuehP6XoLBpeYhOF1uVpc08+XNV8ZS5qJoVME5Q4d8DnjlQi/wwE+AbQxv/08FOsxOfFffibln5mJsbgr3hRLg7cFh/B31w2RBXlfRSH/xSNmHKsmgFbUxp5LQaphPLsJp4WhTdrsdWq0WRr343k8KVq/Srx1fn1UIPyuPC7fbjbnr9qCymX2sS6jQMLocw3XwbSBIz5CMvP/rSdRSupu5kFIdiOMknuX/PYJHd7binnd/FjWUFAi12mMsL1+3G/Nf3EcLYw5f8N1VSpn69gzVnxY+YfLNA3VB35MJ0xh2mAd6Phs7QzPky56Q7l8zScNkElaTvRdgkYUQuPLqmyXmpGgxaYnRgVknx0gYTubD9y7hsm0aRte+mGEyvr0SmZeKyT+zt8oNNxpO94s+foPJkeaesDpCALuNiDGp39XTP8JmDAvukGeAOEOyQn35h3oCtZQ2T5wh8fzc6DEOe6tPB71jLxdqlQqH6k6jvJHd9StmArWUIvU9Rqu+w+w/okjEzDfgiyqqN4J5rcp/mBhC1XwDfQH/37s/hOQ+FY3duO/9H70bAvrWJblWtDFfcOHc0JNqk+HauoDZ5umryQIsrefRm73PkPi8+V4biuNI+PbJYhFkfpnPKcZWfPxTM+3vBEPwvWtkmEwkoeiWC/UEajFDKEyYW8ATxPHf7xsFx2XuI8LkRHu/X+PDrnbBlZteo4aNx4HThOktJeady9fEpMzX4V9dxhdGD+U79VtMuszhgXCgAnDp2l1wu4G3D9aj9vFLGZNiPUO7FrsTU4rTedNi2j4x2WfapFDbQIor/7kHVa19uOvCYWHbAmNvFf8u03zwHRlUy1i6vvOXUyg2FQtKt8dKXx3ndruhDcHk1Eh8LEsb6Qj+WuIMRYBQ20CXW/jKGCbRtkGf0lj31fGQpVXX0e/3RSulK5l+Hf+F4TrAWNQy4TCshGHfw3PY5TsH63BGXqq4SUMi4HuUBIFbDUiFtdKI8T6+4p97AABv3jRFVLpStooIF9SRPM99eTygcxcqaE5XAEl+Oknv9dVrVFD/6rS8ureWFvYL4+DWfpsDr+8/gWJTIitdZpm63KFxtkW1xRCZDuY9xZSjlHpGnKEIEOoXjpqx7Fhcz5AM2+ASBHPXW99x/n6wtoP2d7CNnm9YpNiUELbhCyetN4Keh6xkA1q6ByaM8znoYvJ3sLYDo3MG5qYwX94v7KzC819XIU6nwap544QnLIIeix0bd9fgzMJU/KYwDW63G3ur2mHQqpGVHJ5Dfn2pYKy2mbtuN201ji9/evUgb1pTS+gvJTE9L8yJw/JsXBr2W7DuE6h6Mle0uQEYDAbOuMxdztd+eRzPf13FGZfZrt1wh8QZEvXRFSK9WfP5RF0bfCaIMxQBQv3CYU2eIz1Dg45uhmEM9mXCVzeMulCcc83N8VO9eGTrEZw3IhNXnJlLC2Pu+cLrDInI4Vtl9bh+WpHfcOrFYrY78UO9/xPOpbSQJz896v33jytm48f6Lly3wXOExQvX/UZCysHxQ4P/52TugMwkI5H+0hazeCASZkauIZ6tPzbBqNPg9pmloj90HS63392TmRtG+nOEAA5n002f/xcskXg/MHe6FrPFwNeMY0rEQJyhCBDq8XKzlbkMWzh24gxFJeGYHOp2u6EOU9fQ9RvK4HC5seWHRtaKD6bRFzMnh49+G9/SbebLI/ztoLKpB8s//Mn791M+jlI0wHwpSdoHRwazI5dtM9ud+Pf+E2jqMvM631y43YDFYkFcXBwrzN/u2Vwwn9XldrNWvQWDEGeovqMfj2yrCHrVWWF6PO3vhxiH0H574jSK7tsGADj6yBzetJj5FbMTDllNFgHC3zMk3Ag4yTBZVPLJz01Y+8WxkL/EwzVM5tuL8OCWn3nj8r0ExPSIMb8waavJGMnw7UgcKo0PVLcHfVisEmhhbMgopteAqaGYF32wOOU4CdeHz4+cCungnxiNTp6mD312me0hWQwhpPfv3NVfYUd5iyxnl21izKsKhJimS5yhCBDqCdTbK07R/hZTAUK5Tw5BPtZ+eRxPfXYU93/wU+DIIui1Cj82I1h2lAe/EZwUv6TXZ6hxT1UbLeydb+v93zP4W9I4VHea5syJOYxZDqaXZvCGH67rpP0t7uw6+t/h3rsGkLZTdLAEMzR3+1s/cv7e2S/cGWpj7IR/yTO7AvSMCkOOOaX9NgesDmF2p7otfG2GOEMRINQTqPfX0PeTELN3CFlaH928fdDzEg+Vgx3K7e3Dgdvt2a/ry0phDtWXlS147JMjONVjoQ2/iTmbKlQfDCoo+6gcg4hdwgGxc4YG4vbJtPN0JBaHBNOL+NXRNnz1yynW71J7z17bd0LS9YBnrp8/+qwObNhdI/kebb02TH70C9rZjP4I5xwmMmcoAoS7e/w7xhccH3J3JRPCg0atgkuiYyvH17pU3ACufXm/4Lze+KpnB17mURJicIbog8ENZTtDQiaffv3LKSQYtJhUlC7qxdT564v9+KkezHr6m6DzKAZqmb2cbNxdG9R1f3qFfyVfMDT6WTUoBj5n55FtFXirzH+Pqhi6zHZMfewL/PDgbN544RzIIM5QBBDjrISbSHbVu91u/N+73F3EBGEk/HqekWfis4LftCFi24+NQTltu461BY7kh+3lzei22JFs1OFEe/AvWCU7QoCw/C389aW9/e5zRQ0JvXmgDnmpcXhixy/BZi8q2H08+HrGxdx/7sHdFw3HzFFDRF9b3RZeZzBUjpAv/9heyRsezp4hMkwWAcpqOgJHkoktPzTi1T3SuzqDYfN3J/H+YennL8UyGrUKL+6sCrgserDwoYgdv5mMz08J/toVn2L7z804/4mvg05jb1Wb3z1+oo11Xx7nPWeLi8HuCIWDH+o7A+7/NJgIdMbh5u9Ohu3exBmSGYs9/BNUxbLio4rAkUKM2+3G0v+E5uylWKbb4sBjn/B/TRE8/Mizx44Qbn39kKTrB9P8vK0/NuEv75H2Sxg8EGdIZtZ8Fl17i4SLcB37QCAQ5EHpw36DCbI5bvghzpDMvPhNdaSzQAiCCRKGWAgEAkEKt78hrVeSEBjiDEnk4rFZqFr120hngxBmyHcZgaAMrptaGOksCOKHB2fju7//T0jSkrI3F0EYxBmSyIt/PFvygXhb75zhXRVEGOCtm6f6DXt83hnYd/+FQTmio7KT8H+zR+DxeWfgpxWzcfSROdhx93m81/Dtv/Pn80v8hj1x1XjR+SPEJn8+z3898sfDc8dixjATPl96fhhyFH4oh2HXvTN57ajvHkjRMmSUEqdDWoLe73P9+dyhMueIwAdxhiRwVmFqSNIZl5eCn1dejLtnDQ9JesEw/8V9Ebu3P6aVZuDYo3Nw5KFLcO7wgfOsZo0egj9MLkROSpxoR3T73edi+93n4Y4Lh+MPkwuRZNRBr1VjZHaS32uGJBmQnqD3Gz4sM5H123d//x9885eZ+P3ZBayweWflYc647IB7aiiF//1NPgAgyUh24ggXtY9fivt/O1r0dX+cVoTXb5qCYUPYdZCPZ64+E1NL0jEyy3+9P7DsIjw0d6zoPImBchgK0uN5nZwko877726LA2NzkwEA2clGSfffuPDsoK/dcsc5guKtv577HlqNfB/AFQ9dLNu9ohXiDEng1T9NDuq67x/4H/z1klG4Z9YIb8+GSqWiNXgulv12VFD3E5Sn+s6wpe2PycXpfsP+dqnnxaDTqBGn1+Dfi6ag5rHfomzZRXiZYVzeu3Wa4HuOyk4WHHfz7dNxy3klePuWqbwHMA7hMMhpCXoUZsRzxAaevvpMPH/dRKTE8Zd3sIzIor8YU+Ol3ed3E3Lwyp8m4eO7zsXT8ycIvm7BFOHDGVnJBt6/AyH1pciEeZjsYOM3hWl4+5Zp2HEPd49ozWO/RVayUfTBo+FAr1XjWp+6dE6pCdvuOhfHH52D/csuElXPmFw4Kgv/+fM0nDciE/vuv5AW9uTvJ+DeS0bit2dk4+DyWaxrx+enovbxS/HNX2by3uOCkZmcv984owSjeD7CQkm8Xouax36Ley8ZiYXTi/DIFeNkuW80Meidofb2dtx5550YOnQo4uLiMGHCBGzcuFFyuhkJer8vszSel8+ue2ciNV6P2y4oxZJZw2k9G4G2w79qIruXgSJH5MuDiS0C+9T889rf4LF5Z2D//Rexwv50TjHrN5VKhSHJRtZKtLOL0lHzGPdwWdmygbSv5uil4eOswjQs++1olGQm4prJdIN77dk53n+fP4Ju7GaPyRJ8j9E5A87Z+7dNZ4W/cdMUZCYZsPy3ozGhIDVgetdMLmAN+XGdcXT/HI9jPYXHIaUYlZ2EmSOHoCA9Hr8bn+vdQf1GRhnt/MsFtL9zU9kncXMxJicZ25fQ8/zNvTNR+/ilOLLyf3B2YWAHdv+yi3D0kTn4/gHpczQ+X3o+/r0ouA8dADj2KP/J2kxuu6DU++/LJ+T6jXfhqCHejwQAePPmKeIz9yv5afxl43QObAHiW0dDCdXjSOHrAC+YUojqVb9F2XJPud52finmn52PP04divlne67Tajz28u+/G0NLZ9bogfZ36Rk58Ad1Wvrk4nS8duNk5KTEYeudMwAAEwpS8b+/ycPtFwzDvxZMRGYS3b769hQnx7F7TH2H+FUqFeaMy/b+veSi4XjnlqlIMWpwzwXhm//0f7NH0PKiUqlw+wXDsOLysZIcSD5850jden4pnrvmLO/fQmyNL58sOReTi9N536dMXrjuN6z7zBotbMPKQe0M9fX14X/+53/w4osvYt68eXjmmWdgMpmwaNEirFq1SlLazC+qgvQB48LX+xDPMzfo7KI02t9P/n4Cah+/FDWP/Ra1j1+K9AQ9Pl/K/SV3qod+UJ/vkMZTv+f/mh+VncT6KpKDzCQDrplciOwUI1ZdeYb39x9XzBY9/KVSqbD0f0awfh+SbMT2u8/FC9f9BqvmncFx5QDHHp0DU6LB+29f0hP0eGjuWJyRl4I3b5yIa0fp8cPfLkDt45cCAO6YOcwbd+21Z0Eory+ajKvPLsA//vcMTPz/7d15XBPX+j/wT0JICBIWQVkUiSCISLVWsYgKblXU61oXrFqXLra112qv32rtreKK2tZWa9Wv7bd61epPvS5V27q1itUKLnjrilgEBYpUkEX2QJ7fH7kZGRI2hRjJ8369eL3InJOTmScnJ09mzsx4id//qd1bo3sbF5z/qB/eCPUWfUF3VRsOLK9280LUyA4GyeI/XvLDnrcf7T3bPCUI08J8cO6jvtXOy9Jzd3jUt+UyKX5+PwyrxnTE7AF+OPT3HlApZPggvC28nJtgcYXDKm+H+SB+cTi2TO2KqwvFu+k7tXLEvndC8HqP1vjylU5waiIXPhv+biooZP/9nGjL8VF3x2rX78v/DrhymRSOtlUfzqyN1RHPo01zO0gkEiQsGYgB7V3xXl9fg1/3C4eKDx/9OKMnWjgqsXFiZ1hbSet09uEHA9oK/694WTzHrE1zO3g42GDfOyH4dnIQxnVthbd7+WDpiECE+Ij3XlXcQ7o64vlqX1NazedrYkdHaDSPEug54W2rrFuZPpkAgInBXlXeemhaqDc+q7SX8bPRz0Mq0V0cc/GwQEilEjRX6fb4KeVWWDmqIxYPDxSSID0bayvcXBKOaWHe+PWD3vhmUhfELw5H8vLBWDVW/BrR/9MLX47rhGHPexg9RBbYwgHJywfj++ndDT5HFcfInyvM0TLW57pVuuntqjHPY+HQ9tj9VjfMeskPL3o7Q6PRwE1qeDX13lXsSarJipcfjW9OttZ4t48vkpcPNlgXQDdefv7f2GyaEoTJIWqh7Pf5VR++X1vD2ObURC7swZ870B9DO3rgwj/74Zd/hGHnNPEe/F/+EYZ/Dm6HAe2N/3hs09wOu6Z1wyUj6xPe/lFyqU/sevq6YEB7N4PkeOnQ2vVfCT3OneWeEStWrMDcuXPx3Xff4ZVXXgEAaLVahIeHIzo6Gn/88Qc8PWveWxAXF4fOnTvDbdIXULjpvvT0X4J6tzIeYvbu39GhpSPmDwmA70c/AQACW9jjatqjybeVn1fZlz/fwmfHEtDN2xlbXusKayvj+Wqxphz+Hx8WHv/vUA9MO/Do6ry3lg7Eb4lZCHC3x5W0HOEeTQCwZHggon68gYLScozq3BKfjDL8An1WpTwoRM+VJwAAf+/TBv/oX/uBvLaKioqQmJgIHx8fKJU17/1IyixA709PYu0rnfC3DlX/8geAsnItOi85jvdf8sOkCgOUXmZ+CdKyi9ChpQNaf/ijsHx1xPMY9nwL4XFuoQZjN56Fu4MNNkzsDIXMCn/8lQ+FTArPpuLDdwkZD9H/c939or6f3h15xRpM/L9zAIDEZYOe+AQBvY2nErHsR90FIi9H9oe9kcPCRCTqi/pYv37gHu7l6RL+TVOCRPdyqvyZyiksxYvLfkb/9m74Yuzz8Jmni9Oet0OEhDO/pAzlWkLHhUeF583u74d3+xift0dEonjfXjYIc/dexq4LqVg24jnRYZzK3t0eh0OX042WbZocZHCrBSJCQkY+2jS3q3Ps9cO5RCJBTmEpcos08HJugvd3/Qd743RX742d1xeuFQ4rFpaWIWD+EeHxrrGeeM7fV9S3v/9PGtJyipCeU4ytMY9uAPqf+S/h+UXHAADd2zjju9fFybVWS4j4OgaBHg6YHKLGisPx+HCQP1o6GT+E3BC0WsKtvx4vnrWVllOE7st/AaA7xFib8VTft/+2TXxD1eTlg5GVX4KLd7Lx5taqT6lfHfE83vt//xEeJy4bBE25Ftf+zMPzno513latliCRPLoG3G9/ZOIFLyfYWFshp7AUhaXl8HBUosuS48jM130Wp4V543+jdZeLqc14q9USjly7h15tm0NZYcfAsesZeGPLBVHdip9r9dwfRGV/LB2ItSf+gK3cCm+G+qCyb369jdikB1g24jnYybS1GqcbdTIUEBCAnJwcpKWliTrnsWPH0L9/fyxfvhxz5sypsR19MrT7h+Pw8OuIkFrMJyAilGsJMispziZm4aer6ZjavTXULk2eaJsqKtcSUrML4aKUIOn2bURnWGPT2RQsGxGI/hUy5+yCUnRafEx4nLx8MO5kFeByai5eCnCFjXXjOpPtr7xipOcWo0NLhwZJ8uqaDDUUIsKB3/9E/wA30cDyuG0B5ncxzKpiXVRajjKttsZ5djU5eu0e3tx6EXPC/UWHq2qrcvJWlSupuWhqJ0eLWh46bAhJmQVoaiuHg5HDDkSEvOIyyFFWY9++eCcbv6fkYGI3ryp/rLGa6fu2m6cXukSdgspGht/n9xfttRv/TQzO/JEFQJd4/E//tth7KQ292jZDc5UN7j8swcT/i8WnozsisIXproWWllMEO7kMDrbWOHw1HVrS7a2pbo9jdcrKtWjz3x0IgG46ScUfbfdyixEc9TOAuv/ILSoqsuxkKDc3F05OThg6dCj2798vKsvLy4ODgwNGjBiBvXv31tiWPhk6c+YMQkIM53U8bbX5cr6XW4zswtIGO/5vScwlGbIEHGvT4nibDsdajIhwJ6uwXncYALVPhhrtubJpaWkgIqOHwezt7aFSqZCUZPwGpd7e4ut9lJTodglqNBoUFT260aKVlRXkcjm0Wq1QpyL9G1BSUgKtVjxB2draGjKZDGVlZaLj8wAglUqhUChARCguLjZo18ZGN4lY325paSkUCgVKS0uFdsvLy1FaWio8x0EOOCoeHduuuB16CoUCUqkUpaWlogmUACCTyWBtbW3QLqDbm2Bjo9vtXlxcjMr5tVwuh5WVFTQaDcrKykRltY1hde3WRwwrqum9kUqlUCqVBnEAnt0YPk67TxLD6t6bijGs2LeB2sfwWevfDT1GGGvX2LaWlZVBqVRCKpU+czE0pzFCodDNPawuhuXl5aK+DZh3DE0xRrg20fW7uowRNfXD0tJSy06GcnN1N2W0szN+/Q1bW1sUFBTUqc2MjAwkJiYKjx0cHODp6QmNRiNarhcYqDt9MTU11eBD0bJlSzg6OiI3Nxfp6eL5BHZ2dlCr1dBqtUbb9ff3h0wmw7179/Dw4aMJeCkpKXBzc4OLiwvy8/ORkpIiep6NjQ3atNHNebp9+7ZBp2/Tpg1sbGxw//59ZGdni8pcXFzg5uaGoqIiJCcni8pkMhn8/XVnJyUnJxt8YNRqNezs7JCVlYXMzExRmZOTE1q0aIHS0lKDbZVIJGjfXjdRNTU11eBD4enpCQcHB+Tk5ODevXuiMpVKBS8vL5SXlxuNYbt27WBlZYX09HTk5+eLytzd3eHs7Iz8/HykpqaKypRKJXx8fODj44OrV68atOvr6wuFQoGMjAyhD+o1a9YMrq6uKCwsxJ074nkCcrkcfn66CeBJSUkGH3Bvb2/Y2toiMzMTWVlZorKmTZvCw8MDJSUlBtsqlUoREKCbUJiSkmIwYLVq1Qr29vbIyclBRob4Krf29vZo1apVlTEMCAiARCJBWloaCgsLRWUeHh5o2rQp8vLy8Oef4jvN29rawtvbG0RktN22bdtCKpXi3r17yMvLE9YdAFxdXdGsWTMUFBTg7l3xHa4VCgV8fXVzfpKSkgwGX/0v8MzMTDx48EBU5uzsDHd3d5SUlOD2bfEtc6ysrNCune4srrt37xp8SXl5eUGlUuHBgwe4f/++qMzcxggAtR4jrl27xmPEE4wRAIy2qx8jsrOzUVJSInoPeIzQeZwxQs/YGOHgUPMhxEZ7mOy3335D9+7dMXfuXERFRRmUu7q6wsnJCfHxNd/xu+Jhsk6dHs2mf9Z+9T3Lv5yftV99z1oMzXXP0OPG8Fl7b3iM4DECMO8YPstjhEXPGbpy5Qo6dOiAGTNmYPXq1QblKpUK7du3R0xMTI1tNYY5Q6z+cLxNh2NtWhxv0+FYm0Zt5ww12lMB1Go1JBKJwS5MQHcILT8/v1an1TPGGGOscWu0yZBKpUK7du1w/vx5g7LY2FgAMMu9PIwxxhgzrUabDAHAhAkTkJKSgh07dgjLtFotPv30UygUCowbN+4prh1jjDHGzEGjPZsMAGbOnIlt27Zh8uTJiIuLg5+fH3bu3Imff/4Zn3zyCdzc3GpuhDHGGGONWqOdQK13//59zJs3DwcOHMDDhw/Rtm1bvP/++5g4cWKt29BPoD5//jy6dDG8n83TptVqodFoYG1tDam0Ue/sMwscb9PhWJsWx9t0ONamodVqaxXfRp8M1Qd9MnTx4kW88MILT3t1GGOMMVaPOB2tg8rXQjAXpaWlSElJMXpFZFb/ON6mw7E2LY636XCsTaO28eVkqA4qX9zJXJSXlyM3N9ds16+x4XibDsfatDjepsOxNo3axpeTIcYYY4xZNE6GGGOMMWbRGvWp9fVFf3+ZmzdvCveGMSfFxcVITU1FXl6eWa5fY8PxNh2OtWlxvE2HY20axcXFsLGxgb+/P2xtbausx2eT1UKzZs0M7qTMGGOMsWdDTWeD856hWlAqlXBxccH+/fvN8oZ6Q4YMAQAcPHjwKa+JZeB4mw7H2rQ43qbDsTYNfZz9/f2rrcfJUC3IZDKoVCp07979aa+KUQqFAgD4GkgmwvE2HY61aXG8TYdjbRr6OFd3iAzgCdSMMcYYs3CcDDHGGGPMovEEasYYY4xZNN4zxBhjjDGLxskQY4wxxiwaJ0OMMcYYs2icDDHGGGPMonEyZCZiY2Mhk8lw/Phxg7IzZ86gX79+sLOzg7OzMwYPHoyzZ88abee3335Dv3794OTkBEdHRwwdOhTXr183Wvdf//oXOnXqhCZNmsDd3R3Tp09HdnZ2vW6XOaqvWG/atAlBQUGwtbWFra0tgoKCsHXrVoN60dHRkEgkRv969epV35tnduoj3hqNBgqFoso4VsZ9+/FiHRkZWWWM9X+RkZFCfUvs21euXMGoUaPQrFkzyOVyeHl54b333kNOTo6o3rVr1zB8+HA0b94cKpUKffv2xZkzZ4y2eejQIYSEhMDe3h4uLi6YMGECUlNTDeqVl5fj888/R7t27aBUKqFWq/HRRx8Jt4xij48vumgGbt26hREjRqC8vNyg7NChQxgxYgRsbGzw97//He7u7ti+fTvCwsKwfft2jBo1Sqh78uRJDBgwAGq1GvPmzYNWq8UXX3yBbt26ITY2VnQFzqioKMybNw99+/bFypUrkZSUhC+//BJnzpzB2bNnzfJK2/WhvmK9ZMkSfPzxxwgODsbSpUtBRNi2bRteffVV3Lp1C4sWLRLq/v777wCAFStWwMPDQ/Sarq6uDbSl5qG+4n3jxg2UlpZi8uTJ6Nu3b7WvyX378WM9cuRItGnTxuD5ZWVlmDlzJoqLizF48GBhuaX17Zs3b6Jbt26wtrbGO++8g1atWuHs2bNYu3Ytfv75Z8TExMDOzg43btxAjx49oFQqMWPGDKhUKqxduxa9e/fGsWPHEBYWJrS5fft2TJgwAZ07d8bixYuRnZ2NVatWITo6GhcvXkTz5s2Fuu+88w42btyIl19+Ge+99x7i4uIQFRWFixcv4qeffjL6w4DVErGnau/eveTk5EQACAAdO3ZMKCspKSEPDw+ytramuLg4YXlpaSmFhIRQ06ZNKSsri4iItFotBQQEkJubm7CMiCghIYFsbGxo4MCBwrK7d++SXC6n8PBwKi8vF5Zv3bqVANCKFSsacpOfmvqK9Z07d8jKyorCwsJE8dNoNNS1a1eSyWR09+5dYfnUqVPJysqKioqKTLCV5qO+4k1EtGXLFgJAR48erfY1uW8/eayNmTNnDgGgDRs2iJZbWt9+6aWXSC6X0/Xr10XLV69eTQBo2bJlREQUHh5ONjY2lJiYKNS5f/8+ubq6UkBAgLAsPz+fXFxcqEOHDqIYnjp1igDQ22+/LSyLiYkhAPTGG2+IXnvx4sUEgHbu3Fmv22ppOBl6igYNGkQAKCAggMaNG2cwiOk/EJMmTTJ47v79+0WDU2xsLAGgOXPmGNR95ZVXSCqV0p9//klERCtWrCAA9NNPP4nqabVaatGiBfn7+9fjVpqH+oz1t99+SwBo69atBnU///xzAkA7duwQlnXp0oX8/Pzqf6PMWH3Gm4ho9uzZBEDow1Xhvv3ksa7s4sWLJJVKqU+fPgZlltS3i4qKSKFQUN++fQ3KsrOzCQANGDCA7t27RwBo7NixBvXmzZtHACgmJoaIiHbu3EkAaP369QZ1Q0JCyN7enkpKSoiI6O233yYAdOPGDVG9/Px84QcAe3w8Z+gpio+Px7JlyxAXFwc/Pz+D8pSUFABAx44dDcp8fX0BABcuXAAAxMTEAACCg4MN6r744ovQarU4f/58tXUlEgm6du2K+Ph45ObmPu5mmaX6jPXo0aNx5coV/O1vfzOom5GRAQCwsrICoDvGf/XqVQQGBgqPCwsL62GLzFt9xhvQHY5xdnaGu7s7ACA/P9/o63LffvJYVzZr1ixYWVnhq6++Ei23tL4tl8tx/fp1bNiwwaCs4uc+NjYWQNVjMQChTk3jdl5eHuLj44W6Dg4OBjccbdKkCdq3by+0yR4PJ0NP0fXr1/Hhhx8KN5KrzM7ODgCQl5dnUJaZmQkASE9PBwBhsp2np6dB3ZYtWwIAkpKShLp2dnZwdHSssm5ycnIdtsT81Wes7ezsEBgYaBC/7OxsfP3115DJZOjRowcAICEhAcXFxcjLy0NoaCiUSiWaNGmCgIAA7Ny5s742z+zUZ7wBXTLk6OiIcePGwc7ODiqVCm5uboiMjERZWZlQj/u2obrGuqLDhw/j1KlTmDp1qsGXsKX1balUCm9vb6NzqlasWAEA6N27d53H4rrUNVZPXzc7O7vRJfqmxMnQU1TV4KX34osvQiaTYdeuXaIBHwB27doFAMJZBPoPgX7gq0h/t96CggKhrrF6xuo2FvUZa2NKS0sRERGBrKwsTJ8+XdiDcfnyZQC6X3W9e/fGnj17sHbtWqH+mjVrnmSzzFZ9xjsjIwN//fUXbt++DRsbG2zbtg2bN29GYGAgFi5ciDFjxgjP5b5t6En69qpVq2BlZYUPPvjAoMxS+3ZlmzdvxqZNm+Dp6Ylp06bVeSyuS11L69umxGeTmTFXV1e88847WLNmDYYNG4YFCxbA0dERO3bswHfffQdra2tYW1sDAKiaW8zpy6RSaZ3rWoq6xLqyoqIijBo1CkePHkWPHj2EX4kA4Ofnh/nz52PIkCHo0qWLsHzixIlo37495s6di/Hjx8PZ2bnBt9Gc1CXeUqkUy5Ytg7e3N8aOHSu0MWnSJAwbNgz79u3DTz/9hIEDB3LfNuJx+3ZCQgKOHTuGMWPGwNvb26Cc+zbw7bff4s0330STJk2wZ88eqFSqBhuLuW83LE6GzNxnn30GiUSCr776Cj/++CMA3SD0ww8/oFevXmjatCkAQKVSAYDRY/b6ZfpDByqVSjjGXVNdS1LbWFeUkZGBoUOH4ty5cwgNDcWhQ4dEv9Q7deqETp06GTzP3t4eU6ZMweLFi/Hrr79i+PDhDbZd5qq28W7WrBk+/PBDo2289957OHDgAI4cOYKBAwdy367C4/Ttf//73wCA8ePHG23T0vv2ggULsGjRItjb2+PQoUMICgoCUPexWL+88h4+Y3WrmpNlyX27vnAaaeZkMhm++OILZGRk4Ndff8WVK1cQHx8PDw8PaDQa4fh169atAcDohboqH5du3bo18vLy8PDhQ6N1pVIpWrRo0VCbZLZqG2u9mzdvIjg4GOfOncPIkSNx5MgRYXCrDf11WIy9D5agrvE2pnIMuW8b9zix3r9/PxwdHREeHl7n12vMfVuj0WDSpElYtGgRPDw8cOrUKfTs2VMor+tYXJe6xurp67q4uMDGxuZxN8vicTJkxjQaDbZu3YpffvkFTZs2RY8ePRAYGAiJRCL8utNf5VV/lsK5c+cM2omNjYVEIhHOWKiqLhHh3LlzCAwMrNOXemNQl1gDukQoNDQUycnJmDVrFnbv3m10IJo2bRq8vLyMDmL6K4PX5ku/salLvL/55hv4+voK81sqqhxD7tuG6tq3Ad3ZehcvXkTv3r0hl8uNtmuJfbu8vBwRERHYsmULAgMDERMTY3CWXlBQEKRSaZVjMQCEhIQAqHncdnBwQEBAgFD3wYMHSExMFNXLz8/HtWvXhDbZY3oa5/MzQwsWLDC4PggRkVqtpjZt2lBxcbGw7M8//yS1Wk0vvPACabVaYXnbtm3J3d3d6EUXhw4dKixLTk4ma2trCg8PFz1ff2G7VatWNcQmmo0njfXDhw/J19dXdJG1qixZsoQA0OzZs0XLb9y4QUqlktq1ayd6DxqjJ4336dOnCQAFBweTRqMR6ubn51NgYCApFApKTk4mIu7b9TGOEBFFR0cTAIqKiqrytSyxb8+dO5cAUNeuXSk7O7vKev379yelUmn0oosdO3YUlhUUFJCTkxN17NhR9N7orw01Y8YMYdmZM2cIAL355pui11q0aBEBoL179z75BlowTobMRFWD2KZNmwgA9ejRg9atW0crV64kLy8vcnR0FF1Nlojo2LFjJJPJyM/Pj1avXk0rVqwgNzc3atq0KcXHx4vqRkZGEgDq168fbdy4kWbPnk1yuZyCgoKosLCwwbf3aXrSWOuv+Ort7U1bt241+vfHH38Qke4Lu0OHDgSAxowZQ+vXr6c5c+aQvb09OTg40IULF0y67U9DffTtqVOnCl9Cq1evpqioKPL19SWJREIbN24U1eW+/WSxJiLauHGjwcVDK7O0vn379m2SyWQkkUho+fLlRj/3R44cISKiK1eukJ2dHbm7u9PKlStp9erV5OvrSwqFgn799VdRu/r3pkuXLrR+/XqKjIwke3t7at26NWVkZIjqTp48mQDQ6NGj6ZtvvqE33niDJBIJDRkypNElnqbGyZCZqGoQI9JdpbRLly7Ch2vcuHEGyY3eL7/8Qj179iSlUkkuLi40fPhwg0vH661fv54CAgJILpeTp6cnvfvuu/TgwYN63S5z9KSx7tq1q3Dbg6r+vv76a6F+bm4uzZ49m9RqNclkMmrWrBmNGzeOEhISGnxbzUF99G2tVkvr1q2jjh07kkKhIHt7e+rTp0+Vt+fgvv1k48jSpUuNXsm7Mkvq2+vWravxc9+9e3eh/qVLl2jgwIGkUqnIwcGB+vbtS2fPnjXa9u7du6lz586kUCjIzc2NJk6cSCkpKQb1NBoNLVmyhLy9vUkul5O3tzd9/PHHjT7JNwUJUTXn6zHGGGOMNXI8gZoxxhhjFo2TIcYYY4xZNE6GGGOMMWbROBlijDHGmEXjZIgxxhhjFo2TIcYYY4xZNE6GGGOMMWbROBlijDHGmEXjZIgxxhhjFo2TIcbYUzdz5kxIJBJs3rz5sds4ffo0jhw58kTrodVqsXnzZty+fVtYdvLkSUgkEgwfPvyJ2maMmS9Ohhhjz7wNGzagZ8+euHHjxhO1M378eEyZMgV5eXnCMrVajQULFiAiIuJJV5MxZqZkT3sFGGPsSd27d69e2klPTzdYplarERkZWS/tM8bME+8ZYowxxphF42SIMWYyWVlZmDVrFtRqNWxsbPDcc89hy5YtRutevXoVU6ZMgbe3N5RKJWxtbdG2bVvMnj0bOTk5Qj21Wo2FCxcCAGbNmgWJRIKTJ08K5bdv38Zrr72Gli1bQi6Xo0WLFpgyZYpoXlBycjIkEgmio6MBAJ06dYJEIgFgfM5QZGQkJBIJTp06hTVr1qBdu3awsbFBq1at8M9//hNlZWVITU3F+PHj4ezsDEdHR/Tq1QuxsbEG2/nw4UPMnz9faMPJyQmDBg0S1oUx1vD4MBljzCQyMzMREhKCW7du4cUXX8TIkSNx8+ZNTJo0CR4eHqK6J06cwKBBg2BlZYXhw4fD09MTmZmZOHDgAD777DPExMTg9OnTAHSTr/fv34/o6GgMGDAAwcHBUKvVAICzZ88iPDwc+fn5GDJkCPz9/ZGYmIitW7di//79OHr0KIKCguDo6IgFCxZg8+bNuHPnDqZNmwY3N7cat+n999/HrVu3MHr0aPTv3x/bt2/H0qVLkZ6ejsOHD8Pd3R1TpkxBQkICDh48iAEDBuDmzZtwdXUVYhIaGoobN24gODgY06dPR15eHvbs2YM+ffpg3bp1mDZtWv2+EYwxQ8QYYybw1ltvEQCaNWsWabVaYfmOHTsIAAGgTZs2ERFRx44dSSqV0oULF0RtZGdnU7NmzQgA3bx5U1i+YMECAkCff/65sKykpIQ8PT3J2tqaoqOjRe2cPHmSrKysyMfHh8rKyoTlYWFhBIAuXbokLDtx4gQBoGHDhhm8nlKppBs3bgjLT58+LWxLREQElZeXC2Xjxo0jALRhwwZh2dixYwkARUVFidYvLS2NWrVqRTKZjBISEqqJKmOsPvBhMsZYg9NoNNixYwfs7e2xbNky4RAUAERERKB///7CYyLCwoULsW3bNnTu3FnUjqOjo7Dsr7/+qvY1Dx48iJSUFEyaNAmhoaGisrCwMIwePRqJiYk4fvz4Y2/XyJEj4e/vLzwOCQmBtbU1AOCjjz6CVPpoiO3RowcAICkpCQBw//597N69G76+vpg7d66oXQ8PD8ybNw9lZWX49ttvH3v9GGO1w4fJGGMNLjExEbm5uejZsydsbGwMykNDQ3H06FEAgEQiwbBhwwDoDiNdvnwZSUlJSExMxKVLl4T5QOXl5dW+5rlz5wAAd+/eNXo22P379wEAFy5cwIABAx5ruyomQvp1t7W1RW5uLtq0aSMqs7W1BQAUFxcLr6vVaiGRSIyuX2pqqlCPMdawOBlijDW4Bw8eAAAcHByMljs7O4se37p1C7Nnz8ahQ4eg1WoBAG5ubujWrRvUajXi4+NBRLV6zaNHjwqJVnX1HoednV2VZcaSPmOvm5CQIEwAr64eY6zhcDLEGGtw+mQnOzvbaHl+fr7wf0FBAXr37o309HTMmjULL7/8Mvz9/eHk5AQACA8PR3x8fI2vqVKpAABff/01Xn/99SfdhHqnX7/x48dj27ZtT3ltGLNsPGeIMdbgfHx84OzsjEuXLuHhw4cG5WfPnhX+P378ONLS0hAREYFPP/0U3bp1ExIhIhKuMl1xz1DFOUh6L7zwAgAYPZ0dADZv3oz58+fj8uXL1bbTUDp16gQAOH/+vLD3q6LffvsNH3zwAQ4dOmSydWLMUnEyxBhrcDKZDK+99hoKCwsxY8YMlJWVCWWHDx/G999/LzzWz625c+eOKOHRarWYM2cO7t69C0A3KVtPP2m5pKREWDZixAi4uLhg06ZNBvcsi4uLw/Tp0xEVFQVHR8dq22konp6eGDhwIBISEhAZGSna1gcPHuCNN97AJ598Iro1CGOsYfBhMsaYSURGRuLkyZPYvHkz4uLi0KdPH9y5cwfff/89fHx8cOvWLQC6s678/f1x5swZBAcHIywsDEVFRTh69CgSEhLg6uqKjIwMZGVlCW23atUKAPDVV18hOzsbEyZMQGBgIHbs2IFhw4Zh4MCBCA8PR2BgINLS0rB3714UFxdj/fr1wnMrtjNz5kz06tUL8+fPb9CYbNy4EaGhoVi8eDF++OEH9OzZEyUlJdi3bx8yMjLwyiuv8D3RGDMB3jPEGDMJpVKJEydOYP78+SgoKMD69etx5coVrFq1CjNmzBDVO3bsGCZPnoz09HSsWbMGBw8ehFqtxr59+4Q721fcmzRmzBhMmjQJubm5WLNmDWJiYgAA/fr1w8WLF/Hqq6/i8uXL+OKLL3Dy5En07dsXJ06cwFtvvSVax48//hhhYWG4dOkS1q9fL5wG31BatmyJCxcuYO7cuSgoKMCGDRuwa9cueHt7Y9OmTdiyZYvo9HzGWMOQUE2nZDDGGGOMNWL8k4MxxhhjFo2TIcYYY4xZNE6GGGOMMWbROBlijDHGmEXjZIgxxhhjFo2TIcYYY4xZNE6GGGOMMWbROBlijDHGmEXjZIgxxhhjFo2TIcYYY4xZNE6GGGOMMWbROBlijDHGmEX7/2z4g5Ckob07AAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "dis.plot()" ] }, { "cell_type": "markdown", "id": "beaf372c-2331-4352-8e88-2a24bd2fdee2", "metadata": {}, "source": [ "We see that there is a large gap in the dataset, which could complicate analysis. Overall, a significant percentage of values are missing (coded as NaNs). We can estimate that percentage as follows, using pandas's `isna()`: " ] }, { "cell_type": "code", "execution_count": 42, "id": "77fdff6e-8dec-4ed0-acee-8468420beeb8", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "6.651431807150947" ] }, "execution_count": 42, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dis.isna().sum()/len(dis)*100" ] }, { "cell_type": "markdown", "id": "b7676221-d20a-40fa-ad9c-a7f4975f537b", "metadata": {}, "source": [ "This is no problem for Pyleoclim, which is built to handle missing values, even large gaps like the one in the 1910s. \n", "However, daily data are a lot! Let's resample to a monthly interval to lighten up calculations a bit:" ] }, { "cell_type": "code", "execution_count": 220, "id": "81fd0cc1-ab4f-4701-afde-97fc576e0da0", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 220, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "dis_c = dis.resample('M').mean()\n", "dis_c.plot()" ] }, { "cell_type": "markdown", "id": "8d672b89-e24f-4d27-85be-a6bd3351e150", "metadata": {}, "source": [ "\n", "### Conversion to Pyleoclim\n", "\n", "Having loaded and inspected the data, we are ready to start analyzing it. We do so via the `Pyleoclim` package.\n", "Here we show one way to ingest the `pandas` Series object into a `Pyleoclim` Series object. In addition to `dis_c`, we need a little bit of metadata:" ] }, { "cell_type": "code", "execution_count": 221, "id": "86c44c8d-f708-49ce-baf5-909550f756f1", "metadata": {}, "outputs": [], "source": [ "metadata = {\n", " 'time_unit': 'years CE',\n", " 'time_name': 'Time',\n", " 'value_unit': 'cf/s',\n", " 'value_name': 'discharge',\n", " 'label': 'Rio Grande at Embudo, NM (monthly)',\n", " 'archiveType': 'Instrumental',\n", " 'importedFrom': 'USGS',\n", " }" ] }, { "cell_type": "code", "execution_count": 222, "id": "dced19c5-356a-4a96-9b12-b892857a7cc5", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "{'archiveType': 'Instrumental',\n", " 'importedFrom': 'USGS',\n", " 'label': 'Rio Grande at Embudo, NM (monthly)'}\n" ] }, { "data": { "text/plain": [ "None\n", "Time [years CE]\n", "1889.086207 432.548387\n", "1889.162869 472.607143\n", "1889.247744 781.483871\n", "1889.329881 2259.666667\n", "1889.414756 3430.645161\n", " ... \n", "2024.084299 413.967742\n", "2024.163699 494.068966\n", "2024.248574 573.451613\n", "2024.330711 875.900000\n", "2024.415586 1190.000000\n", "Name: discharge [cf/s], Length: 1625, dtype: float64" ] }, "execution_count": 222, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import pyleoclim as pyleo\n", "ts = pyleo.Series.from_pandas(ser=dis_c,metadata=metadata)\n", "ts" ] }, { "cell_type": "code", "execution_count": 223, "id": "647a0089-2046-4074-8f39-933cf8043461", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 223, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ts.plot()" ] }, { "cell_type": "markdown", "id": "14751865-f2db-48cb-99c5-d33c1162ae16", "metadata": {}, "source": [ "There seem to be two segments. Let's see what Pyleoclim makes of them:" ] }, { "cell_type": "code", "execution_count": 212, "id": "be509219-d3f2-4671-b94f-16fedc24e628", "metadata": {}, "outputs": [ { "data": { "image/png": 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cjB49OuQYhfz73//G7t27sXr1aowYMQIAMGbMGJx99tmisc6ZMwctLS346aefeE/r6NGjodFoMH/+fNxyyy3o3r172K/LkZ6ejvfeew8jRozA9OnT+ffPzbNAWk6ePBmPPvoo6uvr+fDExYsXY9SoUcjLy2v1NZubm7Fhwwbcc889AY9H+pmwLIvbb78dvXv3xsqVK/mxjxs3Dn369MHs2bNx2WWX8Y/n5eXhiy++4CtsuVwuTJo0CatWrcJf/vIXPkQ2Pz/fL1z2vvvuwyOPPAIAGD58ONatW4cVK1YEfB/JycmYMmUKFi5ciJdffpnXasGCBbjwwgtRVlbGn8swDPr164ctW7YEnb9r165FSkoKHnjgAT68tHPnzvj444/R0NCA5ORk3HPPPcjKysKaNWv4EL+xY8di4MCBmD17Nnbs2AGLxYK///3vuPzyy/H2228D8MylXr16Yfjw4X6ve8455/Ce2hEjRmDx4sXYs2cPKioqUFxcDADYu3cv7r33XlRUVKC8vBxz586FxWLBtm3b+Pl68cUX857Qq666in8PDQ0N2L59O/89P+uss5CXl4fPPvsMI0eORJ8+fZCWlga73d5q+HJ5eXnI477o9XoUFhYG1ZyQHtJcfkhzMS4ZctDUoDmFOCqUE402VDVYFfVfrAbj1q1bsXXrVqxfvx4333wztFot7r77brz33nsoKioC4Ak59M2ZWb16NXr06MEbZxzXX389APDGRiCCJZBOnDgRer1e9N+sWbNE5/Tt21f09+TJk7FmzRrodDrs2rULy5Ytw7x58/Dzzz/7VRLSarUYPHgw/7dOp0OHDh3Q3NwMwBMuZrVaMXHiRNHzrrnmGtHfK1euBABcdtllcDqd/H+jR4+G2WzG//3f/wV973feeSefz/Trr7/i888/xz//+U8cPnxYNF7uxtrXiA1EYWEh/zn6/vfBBx/4nT9kyBD+35zxN2DAAJEhnJOTg5MnT4qe16tXL944AwCDwYBx48Zh8+bNvIbhsGbNGqSnp/PGGeC5Wb/66qtF561evRrDhw/3C4O9/vrrwbIsH6IXDeeffz7uuusufPzxx1i0aBGA0Jpfc801sNvtWLJkCQDAYrHgk08+wdSpU8N6vUOHDsHpdKJz584Bj0f6mezevRtHjhzBlClTROdotVpce+21OHLkCHbt2sU/PnjwYFH549LSUgAI63MbNmyY6O/y8vKgIY4AMH36dFgsFnz44YcAgF9++QU//PADbrrpJr9zy8vLcejQoaClmUeOHImmpib06tULd999N1asWIFevXrhySefRGFhISwWC9avX49Ro0YhKSmJ/y663W5MmDABO3fuxKFDh7Bx40Y0Njb6zbFhw4bxRpIQ4ecBeD6TkpIS3jgDPJ8HAP4zWblyJQYMGIDCwkLRuvCXv/wFNTU1onDIjh07il43NzcXSUlJEX2PokWn0yE7OzustYWQBtJcfkhzMcIQx3jloKlB8/b7zto4uanGRA/Bj1jHdM455/D/HjJkCIxGIx588EG4XC48/PDDADz5Vk1NTaLn1dTU8Dd5ovHk5kKn06G+vj7oa3bq1AkVFRVwu92im8tnn32Wf00AfsYfAL8keLvdjrvuugsLFy5Ec3MzCgsL0adPn4Blv00mk18DRY1GwxuMXMW03Nxc0Tl5eXmiBYfLi+vUqVPA9yfMffOlrq4Ot912Gz7++GM4HA6UlJTgnHPOQXJysshA48bkdDqDXovDYDCIPsfWSEtL83ssOTlZ9Heg3kuBPHn5+flgWRb19fV+1whGdXW1n8YA0KFDB9HfNTU1KCws9DuPeyzUHAuHf/zjH1ixYgVmzZqF888/X6S57w9MaWkphgwZgg8//BA33HADli5dCsDjsQoHLr8wWDn6SD+TmpoaAAhbH99rcd+DcKpt+Y5Zo9GE7M93+umnY/DgwXjnnXcwffp0LFiwAPn5+QG14oyquro6Pu9VyOWXX44lS5bglVdewfz58/Hss88iNTUV119/PZ555hnU1tbC5XJh4cKFWLhwYcDxVFZW8rl7+fn5fscDaRjNd+TEiRM4duxY0N1j4boQ6LsiXIviCbeep6SktOsbKSVBmssPaS5G3ActPuuMGjRvn++qHRBLKGFb4emnn8bXX3+NuXPnYuTIkRg0aBAcDgdvlHBkZWXh2LFjfs8/fvw4nE4nv7sciL/85S+YM2cOvv76a1FoXKShOgAwe/ZsLFy4EG+88QbGjx+PjIwMAB4vS6S91LhQNd9CDCdPnhQZSpmZmWAYBuvXr4fBYPC7TqhKaldffTW2bNmCjz/+GCNGjOBvfocPH44DBw7w57lcLgBoteCKnATymhw7dgw6nU4UAsuNnaOxsVH0d15enl97BwBhz7EjR44AQMg5Fg4GgwHvv/8++vXrh2uvvZZvR+BwOAL+uEyZMgUzZsxAVVUV3n//fVx++eVhVzX19bbECqd3PPWJhenTp2Pq1KnYtWsXPvroI9xwww0BDZfq6moYjUa/6phCJk6ciIkTJ/LesoULF/IFhqZPnw6GYTBt2jTceuutAZ/frVs3NDQ0AAisV1VVVVShsr5kZmaib9++ePzxxwMeD7ahIzcOhwOVlZUoLy9vtzdRSoM0lx/SXIxDhj5oatCcQhyJhGE0GvHWW2/B7XbjpptuCmogjBw5Er///ju2bt0qepwLFwuU18ExY8YMlJSU4Oabb+abYfvyyy+/hDXeb7/9Fueccw6uu+463jhrbm7mw98i2ZEePHgwUlJS+NAsjs8++0z094gRI8CyLGpqanDOOefw/+Xm5uK+++7zq+zmO94xY8Zg3LhxvHFWVVWFH374QTTWYCFfieTnn3/G4cOH+b9bWlrw6aef4txzz+VvsNPS0kTnAJ73LGT06NFoamrCl19+KXrcV+eRI0dizZo1ftcLZ46FS+/evfHkk09i/fr1+Pjjj0Oee8UVV0Cj0eC1117DV199FXb1RgAoLi6GTqcLOt8jpVu3bigqKsLixYtF88btdmPx4sUoKSlBly5dIrqmr3c5Fq644gpkZWXhtttuQ3V1Nf72t78FPO/w4cN+nlMh119/PQYMGACWZZGUlIQLL7wQCxcuhEajwcGDB5GSkoL+/fvjt99+Q58+fUTfxy+//BJPPPEENBoNhgwZgpSUFPznP/8RXX/z5s2SfSYjRozAzp070aNHD9E4fvjhB8ydOzdgldJQKHENIAiibSL2oFGZ/WghA41IKEOGDMG0adPw22+/4dlnnw14zh133IHi4mJccsklePXVV7Fq1So8/PDDePjhh3HppZdi5MiRQa+fnZ2NpUuXQqfT4fTTT8ftt9+Ozz//HN999x3+/e9/44orrsDZZ5+NgoICXHLJJSHHOmjQIGzatAnz5s3Dt99+i3//+98499xz+Zv6SHI6zGYznnjiCSxZsgR//etfsXLlSjz//PO47777ROFMo0ePxpgxYzB16lQ89dRTWLNmDRYvXowLL7wQ27ZtQ//+/UOO9/PPP8ebb76J7777Dm+++SYGDx6M5uZm0Vg5Y3PJkiWiXKJA2Gw2bNq0Keh/Ut2AGgwGjBkzBp988gmWLl2KCy+8ELW1taLS3hMmTMBXX32Fp556CmvXrsVjjz2GBQsWiK5z9dVXo3///rj22mvxyiuvYMWKFZgyZYqfsT937lwYDAYMGzYMixYtwooVKzBjxgy8/vrruPXWW3kD5MSJE9i0aZOfBy5cZs+ejZEjR/JhiMHIysrCmDFj+Pyn888/P+zXSEpKwrBhwwKWfo8GjUaDefPm4ddff8WoUaPw2Wef4bPPPsOoUaOwY8cOPPPMMwHDVEORmZmJrVu34rvvvgurXUQoTCYTrrvuOr4QTCDvuNvtxqZNm0LqOHr0aGzZsgXXXnstVqxYwc8VhmFw5ZVXAgCeeeYZbN++HRdffDE++eQTrF69GjNnzsSjjz6KgoICJCcnIzU1FXPnzsX//vc//O1vf8OKFSvw1ltvYcKECX6FiKLlscceQ319PYYPH44PP/wQa9aswZw5czBz5ky43e6ALUVCkZmZicOHD2PFihUBPX8EQRDh4pQhB00NkIFGJJynn34aWVlZeOyxx0Q9kThyc3OxadMmXHLJJXj00UdxySWXYMmSJXj00UfxySeftHpzeNZZZ2H79u345z//iZ9++gk333wzLrjgAtxzzz1oamrCq6++ir1792LMmDEhr/Pss8/iuuuuw7x58zBmzBg89thjGDp0KF8cw9d70xozZ87EwoULsWnTJowbNw4LFizAv//9b9ENHMMw+Oyzz3D77bdjwYIFGD16NO6++26ceeaZWL9+Pbp16xb0+osWLcLo0aPx4IMP4uKLL8YLL7yAKVOm4LnnnkNtbS1+++03AJ4CJGeeeSbuvfdevrpfMKqqqjBo0KCg/z3//PMRaRCMoUOH4vrrr8fMmTMxadIk6HQ6fPvttyKD9Pnnn8fkyZPx1FNP4ZJLLsHmzZuxfPly0XV0Oh2+/vprXHXVVXj00UcxceJEtLS04J///KfovNNOOw2bNm1Cnz59cMcdd2DChAnYsGEDXn31VVHPqGXLlmHQoEF+PdnChet7FSgHypfJkyfD4XBg8uTJERtA11xzDbZu3SrZzfZVV12F5cuXw2azYfLkyXzBklWrVvHGSyTMmTMH+/btw+jRo8NqvN0aEyZMAICAxUEAYN26dairqwv5Hb/qqqvw3nvv4ffff8cVV1yBiRMn4tixY/jyyy9F1VjXrVsHrVaL66+/HmPHjsXatWvx3HPPiebJXXfdhVdffRXr1q3D2LFj8dRTT+GJJ55AQUFB0NzASDjttNOwefNmlJWVYebMmRgzZgw+/PBDPPjgg/jkk08ivt7s2bORnZ2NsWPH8l5jgiCIaHCKqjhSH7RoYdhQGdhE1Gzbtg19+/bFjz/+iLPPPjvRw2kz2Gw2VFZWori4GEaj8gqltEdI88iYOXMmhgwZgquuuirqa8Rbc4fDgR49emDKlCmYO3eu5NdXGnfffTfef/99HDp0KGD+2RVXXAGLxYIXX3wx7vPc5XJh8eLFGDx4MLp27co/XlNTg4KCArz44otBc9jaG7S2yA9pLj+kuZj5q//As1/vAQB0L0jFV7cPlfw11KA5GWhxggw0gmh/7Nq1C5dccgnWrVsXMp9JCXz++ef461//ij179oTlsWuLPPXUUzh48CDefPNNPPPMM6Ieghy//fYbBg0ahC1btvDFWeJNnz590NDQgMceewwdO3bEsWPHMG/ePBw7dgy//PJLu/08CIIgnvt6D15a/QcAoEteClbdGX6IPuGFQhwJgiDCJC8vD19//bXijTMAGD9+PK644go8+OCDiR5K3Pj666/x3nvv4a9//atfH0OOmTNn4qmnnpLNOAOAL774Aueddx7uu+8+XHDBBbj99tvRq1cvbNy4kYwzgiDaNVQkRBraZ21Kos1isViwb98+lJeXh11WnIgN0jx8srKyRGX+o0UuzV999dW4XVsJhGpSz7FmzRoA8s7z4uJivPvuu3F9jbYArS3yQ5rLD2kuRpiD5oxTDpoaNCcPGkEQBEEQBEEQMSOq4hinPmhqgAw0giAIgiAIgiBiRug1ozL70UMGGkEQBEEQBEEQMeNwCcvsk4EWLWSgEQRBEARBEAQRM8IiIcJ/E5FBRUIIRWE0GtG1a9eAvYyI+ECayw9pLj+kufyQ5vJDmssPaS5GXCQkPh40NWhOBhqhKDQaTbttOqhUSHP5Ic3lhzSXH9Jcfkhz+SHNxchhoKlBc0WGOO7ZsweTJk1CTk4OjEYjevTogRdeeAFun3Kdhw4dwtSpU9GhQweYzWYMHDgQS5cuDXjNDRs24IILLkBmZiYyMjIwbtw47Ny5M+C5ixYtQp8+fZCcnIzCwkLMmDEDJ0+elPx9Ev7Y7XYcPnwYdrs90UNRDaS5/JDm8kOayw9pLj+kufyQ5mLk6IOmBs0VZ6BVVFRg0KBBWLp0KaZNm4YXXngBxcXFuOOOO3Drrbfy51VVVWHo0KH47LPPcMMNN+DZZ5+F0+nE+PHj8cEHH4iuuXbtWgwfPhyHDx/Ggw8+iAceeABbt27FoEGDsGvXLtG5Tz75JKZNm4bs7Gw8/fTTmDx5MhYsWIDhw4fDYrHIooGacblcqK+vh8vlSvRQVANpLj+kufyQ5vJDmssPaS4/pLkY3yIhLCu9kaYGzRUX4jhv3jzU1tZi8eLFmDx5MgBg+vTpGDFiBN544w3cfvvt6N69Ox599FEcPHgQ69evx5AhQwAA06ZNQ//+/TF79myMHz8eycnJYFkWM2bMQFZWFjZu3Mg3mZ04cSLOOOMM3HnnnVi+fDkA4PDhw5g7dy4uuugiLFu2DBqNx34966yzcO2112L+/Pm49957E6AKQRAEQRAEQSgb3+bUTjcLvZZJ0GjaLorzoP3xxx8AgEsvvZR/jGEYjBs3DgDw888/w+VyYfHixRgwYABvnAFAUlISZs2aherqanz55ZcAgK1bt2Lnzp247rrreOMMALp27YqJEydixYoVOHbsGADgww8/hN1ux+zZs3njDAAmT56MoqIiLFy4MH5vnCAIgiAIgiDaML7NqanUfnQozkDr0aMHAGDHjh2ixznDrbi4GDt27EBTUxMGDhzo9/wBAwYAADZv3gwA2LRpEwAEPdftdmPr1q0hz2UYBv3798euXbtQX18f9XsjCIIgCIIgiPaKw+XvQSMiR3EG2v33348ePXrghhtuwDfffIOKigq8/PLLeOutt3DBBRdgyJAhqKysBACUlJT4Pb+4uBgAcODAAQCI+NyUlBRkZGQEPbeioiK2N0iERKfTITc3Fzqd4qJv2y2kufyQ5vJDmssPaS4/pLn8kOZifD1mLpf0BpoaNFfcOysoKMDjjz+OG264ASNHjuQfHzJkCD799FMwDMN7sVJSUvyebzabAQDNzc0AEPG5gc4LdK4vnTt3Fv1ts9kAAFarVVRcRKvVwmAwwO128+cISUpK4p/vW7VSr9dDp9PB6XTC4XCIjnElR1mWhdVq9buuyWQCwzAhr+tyufwq4jAMA5PJBAABi6QYjUZoNBrY7Xa/ZE2dTge9Xt/qda1WqyiJNC0tjQ8xdTgccDqdoueGq6HvdQHAYDBAq9XGTcNQ1wXk01D4XlvT0Ol0Ii0tDU6nkz8vHA2j+Wxi1TDYZyOFhnJ/Nvn5+XA4HH6vS2uE/3WlmofcPOd659AaEf13OZw1AoDf2kJrhP91pf5s8vPzAdAaEe/5LdSQm+dut1v1a4TdKX79phYLDIz4ubHeR+j1emRkZIjWFqBtrBHc3GoNxRlo//rXv/DAAw+gU6dOeOKJJ1BUVIQtW7bghRdewKBBg7By5cqQFWG4Y9wNfrzODZfKykqkpaXxf6enp6OkpAQOhwP79u3zO793797883w/6OLiYmRkZKC+vp7Pm+NISUlBWVkZ3G53wOt2794dOp0OVVVVaGxsFB0rKChATk4OmpqacPjwYdExk8mELl26AAD279/vp1GXLl1gMplw4sQJv1YEOTk5KCgogMVi8fM86nQ6dO/eHYDHK+n7Be3YsSPS0tJQU1OD6upq0bHMzEwUFRXBbrf7vVeGYdCrVy8AHg19v4QlJSVIT09HXV0dqqqqRMdSU1NRWloKl8sVUMMePXpAq9Xi2LFjaGpqEh0rLCxEdnY2mpqaeK8tR1JSEsrLywEg4HW7du0Ko9GI48eP+4XQ5ubmIj8/Hy0tLTh48KDomMFgwGmnnQbA4wX2XVA6d+4Ms9mM6upq1NTUiI5lZWWhQ4cOsNlsfmPSaDTo2bMnAE/hHN8Fkvts6urqcPz4cdGxtLQ0dOzYMaiGPXv2BMMwOHLkCFpaWkTHOnTogKysLDQ0NODo0aOiY2azGZ07dwbLsgGv261bN2g0GlRVVaGhoUF0LD8/H7m5uWhubsahQ4dEx7hml4BHQ98fzPLyciQlJaG6uhq1tbWiY9nZ2SgsLITNZsP+/ftFx7RaLR+ufejQIb8FvaSkBBqNBs3NzX7zm9YID62tEWVlZUhJSaE1QsFrRG1tLU6cOCE6RmuEh9bWiNLSUqSmpgbUsLU1orS0FGazmdYIWiMAyL9GNLeI9TpUeQQndeLrxnof4Xa7cejQIb+1py2sEdxveGswbDzqX0ZJQ0MDCgoKkJaWht9++w05OTn8sVWrVmHUqFG48sorcc0112DcuHF47rnncMcdd4iuUVNTg5ycHFx55ZX46KOPcNddd+G5557Dtm3b0KdPH9G5S5YsweWXX47XXnsN06dPR9++fbF3796AeWYzZ87Eyy+/jN9//51fEEKxbds29O3bF99//73odWl33P+6wl0bm82GyspKdOrUCcnJyeRBk2Hnq6GhAZWVlSguLubHSR406a4bSEO3240DBw6gtLTUL0SD1gj/60oxD7m1hbtBbe26tEbEvs42Njbi4MGDorWF1gj/60r52XDzvLy8HBqNhtYIGTxowrUlKSlJ9WvEuNc2448/vdFm39w+BIXp4qbSsd5HWK1W7Nu3T7S2AG1jjWiTHrQ9e/bAYrFg6tSpIuMMAC644AKUl5djxYoVeOihhwDAb4dB+BiXc9apUyf+cV8DLdC527ZtQ2NjI1JTU/3O1Wg0KCoqiug9mUymgB+GRqMJ+SGF6pCu0+mCxt0yDBP1dbVabcjnhjpmMBiivi43sYVwnkq9Xs+HIwU6J9LrcsRLw1DXBeTVkKM1Dbn3YzQa/V4jlusmYn7HoqGcnw23iOt0uqDPpTXCi5TzUPj+aI3wEM91Fgi8ttAa4aWtrbPtfY0I97q+GhqNRl4bNa8RvilnOr0h6OvG8tkAgdcWoO2tEYFQVJEQbnIEazzncrngdrvRvXt3pKenY8uWLX7ncNUbBw8eDMBb1THYuQzD8FUbg53Lsiy2bNmC3r17+xluBEEQBEEQBEH4Fwlx+HgKifBQlIHWs2dPlJWV4X//+59fnOzSpUtx4MABjB49GjqdDldeeSW+//57bNiwgT/HYrFg/vz5yM/Px5gxYwAA/fr1Q7du3fD222+L4sP/+OMPfPrppxg7diyys7MBAJMmTYJer8e8efNEbt7Fixfj6NGjmDZtWhzfPUEQBEEQBEG0XagPmjQoKsRRo9Hg7bffxsUXX4x+/frh5ptvRklJCbZt24a3334bHTp0wDPPPAMAePTRR7F06VKMGTMGd955J/Ly8vD2229jx44d+Oijj0Su2pdffhljxozBoEGDMGPGDFitVjz//PMwm814+umn+fNKS0vx0EMPYe7cuRg1ahQmTZqEPXv24KWXXkK/fv0wffp02TVRGwzDwGAwgGGo67xckObyQ5rLD2kuP6S5/JDm8kOai/HrgxaHMvtq0FxRRUI4tm/fjscffxzffvst6urqUFhYiEsuuQRz5sxBQUEBf96BAwdw//334+uvv4bD4cDpp5+Ohx9+GBdffLHfNdesWYM5c+bghx9+QHJyMs4991w88cQTfBUlIa+//jrmz5+PvXv3Ij8/H+PHj8djjz2GzMzMsN8DVyTkxx9/xNlnnx2dEARBEARBEATRRjj78a9R2+wtpPHFbefi9OL0BI6obaJIA609QAYaQRAEQRAEoSZOn7sCjVZvZcZPbh2MszuG7+AgPCgqB40grFYrfv/994AlUIn4QJrLD2kuP6S5/JDm8kOayw9pLsY35yweOWhq0JwMNEJRsCwLl8sVsmk4IS2kufyQ5vJDmssPaS4/pLn8kOZifHPO4pGDpgbNyUAjCIIgCIIgCCJmfMvqO6nMflSQgUYQBEEQBEEQREy43Cx8nVpOKrMfFWSgEQRBEARBEAQRE74l9gHAFYcQRzVABhqhKAwGAzp37gyDwZDooagG0lx+SHP5Ic3lhzSXH9JcfkhzL4G8ZfHwoKlBc0U1qiYIrVYLs9mc6GGoCtJcfkhz+SHN5Yc0lx/SXH5Icy+BvGXxyEFTg+bkQSMUhcPhwLFjx+BwOBI9FNVAmssPaS4/pLn8kObyQ5rLD2nuxbdACBCfMvtq0JwMNEJROJ1O1NTUwOl0tn4yIQmkufyQ5vJDmssPaS4/pLn8kOZeApXUj0eZfTVoTgYaQRAEQRAEQRAxEbBICFVxjAoy0AiCIAiCIAiCiIlABUEChT0SrUMGGkEQBEEQBEEQMeGSKQdNDZCBRigKrVaLrKwsaLXaRA9FNZDm8kOayw9pLj+kufyQ5vJDmntxyJSDpgbNqcw+oSgMBgM6dOiQ6GGoCtJcfkhz+SHN5Yc0lx/SXH5Icy+BjLF4eNDUoDl50AhF4Xa7YbFY4KaYZdkgzeWHNJcf0lx+SHP5Ic3lhzT3EijfLB45aGrQnAw0QlHYbDbs27cPNpst0UNRDaS5/JDm8kOayw9pLj+kufyQ5l4CetDiEOKoBs3JQCMIgiAIgiAIIiacATxagSo7Eq1DBhpBEARBEARBEDEhVw6aGiADjSAIgiAIgiCImAjkQaM+aNFBBhqhODQampZyQ5rLD2kuP6S5/JDm8kOayw9p7iFQmf145KAB7V9zKrNPKIqkpCT07Nkz0cNQFaS5/JDm8kOayw9pLj+kufyQ5l4ChTjGIwdNDZq3b/OTIAiCIAiCIIi4EyjEkXLQooMMNEJRWK1W/PHHH7BarYkeimogzeWHNJcf0lx+SHP5Ic3lhzT3EtiDJn0Omho0JwONUBQsy8Jms4FlacdFLkhz+SHN5Yc0lx/SXH5Ic/khzb0ELLMfhxw0NWhOBhpBEARBEARBEDERsEgIhThGBRloBEEQBEEQBEHEhNNFjaqlggw0giAIgiAIgiBiIpAxFo8cNDVABhqhKAwGAzp27AiDwZDooagG0lx+SHP5Ic3lhzSXH9JcfkhzLwENtDjkoKlBc+qDRigKrVaLtLS0RA9DVZDm8kOayw9pLj+kufyQ5vJDmnsJFOIYjxw0NWhOHjRCUTgcDpw4cQIOhyPRQ1ENpLn8kObyQ5rLD2kuP6S5/JDmXgIVCYlHDpoaNCcDjVAUTqcTx48fh9PpTPRQVANpLj+kufyQ5vJDmssPaS4/pLmXgGX245CDpgbNwwpxzMrKkuTFGIZBTU2NJNciCIIgCIIgCEIZBGxUHYccNDUQloFWV1cnyYsxDCPJdQiCIAiCIAiCUA6BwhmpD1p0hB3iOHfuXLjd7qj/e+SRR+L5PgiCIAiCIAiCSBDUB006ZMtBYxgGLEsfEhEarjKPVqtN9FBUA2kuP6S5/JDm8kOayw9pLj+kuReHTH3Q1KB5WCGOa9asQVlZWUwvNG3aNAwbNiymaxDtH663BSEfpLn8kObyQ5rLD2kuP6S5/JDmXgJ60OLYB609E5aBdv755wd8nGVZUV7ZDz/8gG+//RadOnXChAkToNF4HXSlpaUoLS2NcbhEe8ftdsPlckGr1YrmDxE/SHP5Ic3lhzSXH9Jcfkhz+SHNvQQyxuKRg6YGzaN+V48//jhyc3NhsVgAAP/9738xcOBA3HvvvbjiiiswYsQI2Gw2yQZKqAObzYbdu3fT3JER0lx+SHP5Ic3lhzSXH9JcfkhzL4FCHONhoKlB86gMtEWLFmHOnDmw2+2orq4GANx3331gGAazZ8/GpZdeinXr1uGFF16QcqwEQRAEQRAEQSgQV4B8M0ccctDUQFQG2jvvvIOCggLs2bMHJSUl+PHHH3Hw4EFMnDgRzz33HD7//HOcc845+PDDD6UeL0EQBEEQBEEQCsMhCHHkMqBc1ActKqIy0H755Rf85S9/QUFBAQBgxYoVYBgGY8eO5c8ZOnQo9u7dK80oCYIgCIIgCIJQLMIiISadp8IildmPjqgMNLvdjpSUFP7vVatWAQCGDx/OP+Z0OmE0GmMcHkEQBEEQBEEQSkdojCUZPAYaNaqOjrCqOPpSVlaGn3/+GQBw8uRJbNiwAaeddhqKiooAeKo7fv3111S1kYgYk8mEnj17iqqDEvGFNJcf0lx+SHP5Ic3lhzSXH9Lci0PkQdP4PSYVatA8Kg/ahRdeiJUrV2Lq1Km46KKL4HA4cOWVVwIAtm7dirFjx+L333/HVVddJelgifYPwzDQaDTt+kunNEhz+SHN5Yc0lx/SXH5Ic/khzb0IvWUmffw8aGrQPCoD7ZFHHkHPnj2xePFibN26FT169MBdd90FAPjoo4+wfPlyjBgxArfddpukgyXaPzabDfv372/XpVOVBmkuP6S5/JDm8kOayw9pLj+kuRdhkRDDKQ9aPHLQ1KB5VCGOWVlZ+PHHH7Fq1Sq43W6MGjUKBoMBADB+/HgMGjQIEyZMgE4X1eUJFeN2u9HS0gI3lWWVDdJcfkhz+SHN5Yc0lx/SXH5Icy/OUxroNAx0Wo93K16Nqtu75mFZUK+//jouvfRSFBcX848ZDAZcfPHFfucOHTpUutERBEEQBEEQBKF4nKc8aDotA53G60FjWbZdhyPGg7BCHGfMmIHS0lKceeaZePjhh7FhwwawLFVlIQiCIAiCIAjCWxBEr9FAp/EaZFTJMXLCMtCOHTuGt956C126dMFLL72E8847D3l5ebj22mvx3//+F/X19ZIOyu124+WXX8aZZ56JpKQklJSU4Prrr8fRo0dF5x06dAhTp05Fhw4dYDabMXDgQCxdujTgNTds2IALLrgAmZmZyMjIwLhx47Bz586A5y5atAh9+vRBcnIyCgsLMWPGDJw8eVLS90gQBEEQBEEQ7QXOENNpGWgFBhr1QoucsAy0vLw83HDDDViyZAlqamrw1Vdf4ZprrsGmTZtw1VVXITc3F8OGDcO8efPw+++/xzyoadOmYebMmejUqRNeeOEFXHHFFfjggw9w/vnno66uDgBQVVWFoUOH4rPPPsMNN9yAZ599Fk6nE+PHj8cHH3wgut7atWsxfPhwHD58GA8++CAeeOABbN26FYMGDcKuXbtE5z755JOYNm0asrOz8fTTT2Py5MlYsGABhg8fDovFEvN7I0Kj1+vRoUMH6PX6RA9FNZDm8kOayw9pLj+kufyQ5vJDmntx8CGOGj4HDZDeQFOD5gwbY6zi7t278cUXX2DZsmX4/vvv4XK5UFZWhksuuQSXXnopRo0aFdH1Pv30U0ycOBG33norXnnlFf7xRYsWYdq0afjXv/6F++67D7fccgtef/11rF+/HkOGDAEAWCwW9O/fH1VVVaioqEBycjJYlkXv3r1RW1uLHTt2ICsrCwDwxx9/4IwzzsDw4cOxfPlyAMDhw4fRpUsXjBgxAsuWLYPmVPzs4sWLce211+Kpp57CvffeG9b72LZtG/r27Ysff/wRZ599dkQaEARBEARBEERbYsATq3C8wYYO6SZ0zU/Ft3tOAAC2PzIK6eb2a0zFg7A8aL/99husVmvAY926dcPdd9+NNWvW4MSJE/jggw8wZMgQfPjhhxgzZkzEA3rttdeQmpqKf/3rX6LHr7rqKtx///3o2rUrXC4XFi9ejAEDBvDGGQAkJSVh1qxZqK6uxpdffgnA05dt586duO6663jjDAC6du2KiRMnYsWKFTh27BgA4MMPP4Tdbsfs2bN54wwAJk+ejKKiIixcuDDi90NEhtPpRG1tLZxOZ6KHohpIc/khzeWHNJcf0lx+SHP5Ic29cEVCtFpGlIPmlLjaoho0D8tAu/DCC/H3v/+d//uxxx7Dd99953deeno6rrzySrz33nv4888/sX79+ogG43K5sG7dOpx77rlITU0F4PGK2e12GI1GPPnkk5g4cSJ27NiBpqYmDBw40O8aAwYMAABs3rwZALBp0yYACHqu2+3G1q1bQ57LMAz69++PXbt2SZ5vR4hxOBw4evQoHA5HooeiGkhz+SHN5Yc0lx/SXH5Ic/khzb0Ii4Ro41gkRA2ah2Wg1dbWispjzp07F2vXrg35HIZhMGjQoIgGc+DAAVitVnTq1AmffPIJzjjjDJjNZpjNZowePRq7d+8GAFRWVgIASkpK/K7BtQI4cOBAVOempKQgIyMj6LkVFRURvSeCIAiCIAiCaO84BUVChDloDioSEjFh9UHLz8/H4sWL0b17d+Tk5AAAdu3aFbRiopBx48aFPRiuUuLq1avxzjvv4K677sJjjz2G7du34+mnn8bgwYPxww8/8F6slJQUv2uYzWYAQHNzMwBEfG6g8wKd60vnzp1Ff3Pdza1Wq6i4iFarhcFggNvtDtgBPSkpiX++bwM+vV4PnU4Hp9Ppt2ug0WhgNBrBsmzAcFSTyQSGYUJe1+VywW63i44xDAOTyQQAAYukGI1GaDQa2O12uFwu0TGdTge9Xt/qda1WK9+2gdOEG6PD4fBzYYerofC6HAaDAVqtNm4ahrouII+Gvu81XA2FWoajYTSfTawaBvtspNBQzs+Ge+9Op9PvdWmN8L+ulPPbZrPRGuHzXuO5zgLitYXWCP/rSvnZCP+mNSL+89vhcIjWFrWvEXyIIwO+DxoANLdYYDFGf10h3HgB+B1vC2sEN7daIywDbdq0afjHP/6Bv/3tb/xg/vOf/+A///lPq8/1fZOh4ITevXs3Pv30U0yYMAEAMGHCBPTt2xdjx47F3//+94ANsjm4ycXlkIWqgRLLueFSWVmJtLQ0/u/09HSUlJTA4XBg3759fuf37t2bf57vB11cXIyMjAzU19fzeXMcKSkpKCsrg9vtDnjd7t27Q6fToaqqCo2NjaJjBQUFyMnJQVNTEw4fPiw6ZjKZ0KVLFwDA/v37/TTq0qULTCYTTpw44deKICcnBwUFBbBYLH6eR51Oh+7duwPweCV9v6A2mw3JycmoqalBdXW16FhmZiaKiopgt9v93ivDMOjVqxcAj4a+X8KSkhKkp6ejrq4OVVVVomOpqakoLS2Fy+UKqGGPHj2g1Wpx7NgxNDU1iY4VFhYiOzsbTU1NvNeWIykpCeXl5QAQ8Lpdu3aF0WjE8ePH+Q2FY40OZCZpUVKYj/z8fLS0tODgwYOi5xkMBpx22mkAPF5g3+9a586dYTabUV1djZqaGtGxrKwsdOjQATabjR8v93+NRoOePXsC8BTO8V0AO3bsiLS0NNTV1eH48eOiY2lpaejYsWNQDXv27AmGYXDkyBG0tLSIjnXo0AFZWVloaGjwa6lhNpvRuXNnsCwb8LrdunWDRqNBVVUVGhoaRMfy8/ORm5uL5uZmHDp0SHTMaDSia9euADwa+v5glpeXIykpCdXV1aitrRUdy87ORmFhIWw2G/bv3y86ptVq0aNHDwCediC+C3phYSEAoKGhwe97Q2uEh9bWiLKyMqSkpES8RlRWVvJREm15jeDIzc2N+xrhO6Zw1whuHgnfL60RHlpbI0pLS5Gamora2lqcOHFCdKy1NYKD1ojo1oho7yMqKytVv0ZwuWYuh12Ug3ag4iDstd4iIbHeR3D46tQW1gjuN7w1wqriyLIs3nnnHWzduhU2mw2LFi3CmWeeibPOOqvVF4iksMZPP/2Es88+G0VFRX6iA0BRURGcTicWLFiAcePG4bnnnsMdd9whOqempgY5OTm48sor8dFHH+Guu+7Cc889h23btqFPnz6ic5csWYLLL78cr732GqZPn46+ffti7969AfPMZs6ciZdffhm///47vyCEgqvi+P3334tel3bH/a8r3LWx2+04ceIEioqKkJSUpEoP2v/tOI47/7cDhelGrJx9LlLNprjufDU2NuLEiRPIzc2FwWAIW0PyoEW/K8myLKqqqpCfn++36UNrhP91pZiH3NqSm5uL9PT0Vq+r5DVCiJI9DM3NzTh27JhobaE1wv+6Un42drsdNTU1KCoqAgBaI2TwoAnXFpPJpNo1ws2y6PXYGgDAWcVp6Jqfho9/9NzLf3HrAHTJTY7quoE0tNvtOHz4sGhtCVfDRK8RknrQGIbBjTfeiBtvvBGAp+T9ZZddhkceeSSsFwmXjh07AvDsxAQiPz8fO3fuRKdOnQD4W87Cx7icM+G5vgZaoHO3bduGxsZGvkiJ8FyNRsMveuFiMpkCfhgajSbkh8R9EQOh0+mg0wX+6BiGifq6Wq025HNDHRN+QSK9rtBdnZSUxN88AZ4vW7A+F61pKLyuL/HSMNR1gfA03HjglBet3obfj7egfydTRBr60pqG6enpIs2lum4i5ncs81CO+S3ENyzaF1ojvEgxD33Xltauq+Q1IhByaBjpdZOTk3nPSaTXpTXCQ6SfTaB5HghaIzxIcR8RSHM1rhE2p9eoMeh1ohw0rc4Q8LWj/WyMRmPQtQVoe2tEICKL1zvFmjVrcN111wHw353xdW1HQnZ2NsrLy7Fnzx4/69blcuHAgQPo1KkTunfvjvT0dGzZssXvGlz1xsGDBwPwVnUMdi7DMHzVxmDnsiyLLVu2oHfv3n6GGyEtLMvC7XaHDDdt71gc3kXuUG1LiDOlgTSXH9Jcfkhz+SHN5Yc0lx/S3AOXfwYAei0jykGTuoqjGjSPykA7//zzUVVVhUGDBomaSQOeGM5+/frh999/j2pAN9xwAxobG/HMM8+IHn/99ddRV1eHa665BjqdDldeeSW+//57bNiwgT/HYrFg/vz5yM/P53uw9evXD926dcPbb78tig//448/8Omnn2Ls2LHIzs4GAEyaNAl6vR7z5s0TfeiLFy/G0aNHMW3atKjeExE+VqsVO3fuDNp3Tw1YHd5NDzkMNNJcfkhz+SHN5Yc0lx/SXH5Icw9OgRGm8ymzL3UfNDVoHlaIoy+//vorRo4ciZaWFr6QB+AxkAYOHIjvvvsOgwcPxqZNm9CtW7eIrn3XXXdh2bJleOSRR7Br1y6cf/752LZtG9566y2ceeaZuPvuuwEAjz76KJYuXYoxY8bgzjvvRF5eHt5++23s2LEDH330kchV+/LLL2PMmDEYNGgQZsyYAavViueffx5msxlPP/00f15paSkeeughzJ07F6NGjcKkSZOwZ88evPTSS+jXrx+mT58ejVwEERHCMIHDMhhoBEEQBEEQseB0eY0wvU+jaqk9aGogKg/a448/DofDgZUrV+K+++7jH09KSsI333yDFStWoLm5GY8++mjE1zYajfj666/xyCOPYPPmzZg5cyaWL1+O22+/HevWrePjOwsKCrBhwwZcdNFFePHFF3HvvffCYDDgyy+/xKRJk0TXvOCCC7By5Urk5+fj/vvvxzPPPIOBAwdi/fr1fgbknDlz8Nprr+Ho0aO47bbb8J///Ac33XQTVqxYEXZiH0HEgk3gQTtYE7itA0EQBEEQhFIQetC0GgZaYR80FxlokRKVB23Tpk248sorccEFFwQ8PnLkSEycOBGrVq2KalBmsxmPPvpoqwZep06dwir1DwDDhw/H8OHDwzp3+vTp5C0jEobVKcxB868IRBAEQRAEoSQcAg+aTquBPo45aGogKg9aTU0NcnNzQ55TUlLi10eAIIjWsQqKhFQ32dBid4Y4myAIgiAIIrGIioRomLjmoKmBqDxoJSUlouIcgdiyZQs6dOgQ1aAI9WI0GtGtWzdotdpEDyVhCIuEAJ5CId0L0oKcHTukufyQ5vJDmssPaS4/pLn8kOYeREVCtJq45qCpQfOoPGgTJkzAli1b8MQTTwQ8/sILL2D9+vUYO3ZsTIMj1IdGo4Fer/dr3qsmhB40ADhUE99CIaS5/JDm8kOayw9pLj+kufyQ5h6EXjK9Nr45aGrQPCoP2r333osPPvgAf//737Fw4UIMHjwYGRkZqK+vx6ZNm/DHH3+gsLAQDz30kNTjJdo5drsdVVVVKCgoiLipX3vBz0CLcyVH0lx+SHP5Ic3lhzSXH9JcfkhzD8IQR62GiWsOmho0j8pAy8rKwvr163HLLbdgxYoV2Ldvn+j4yJEj8eabbyIvL0+SQRLqweVyoaGhodUcx/aM1enT/D3OBhppLj+kufyQ5vJDmssPaS4/pLkHUZGQOPdBU4PmURloANCxY0csW7YMf/75J3766SfU1tYiJSUFZ511FkpKSqQcI0GoBrebhd3HQDtIvdAIgiAIglAwwhw0vZaBTkt90GIhLAPtvffew1lnnYUzzjjD71heXh5Gjx7d6jW2b9+O7du3Y+rUqZGPkiBUgs3pv8sU7xBHgiAIgiCIWPAts68ThDg6qQ9axISVXTdt2jR89tlnMb3QZ599huuvvz6maxBEe8c3/wwAKmstcNPuE0EQBEEQCkXoJdNrGFEVRyfdw0RM2CGOVVVV+OWXX6J+oaqqqqifS6gHnU6H/Px86HRRR9+2aYRNqjnsLjeqGqzokJEUl9dUu+aJgDSXH9IcONlsx0dbD6NfWSbOKcuK++uR5vJDmssPae5BXCREnIPmkjgHTQ2ah/3O3njjDbzxxhvxHAtBQK/Xt+ukz9awOQIvYodqW+JmoKld80RAmssPaQ689M0fWPh9BVJNOmx6YCSSjfG9uSHN5Yc0lx/S3IM4xFGcgya1B00Nmoe1Og8dOhQMw7R+IkHEiMvlQnNzM5KTk9t1A8JgCD1oDAOwp9a0Q7UtGNg5Oy6vqXbNEwFpLj+kOXCguhkA0Gh1Yu+fTTizJCOur0eayw9pLj+kuQe/IiFxzEFTg+ZhGWhr166N8zAIwoPdbsehQ4dQXl6OpKT4eIyUjFXgQSvJNPMFQuJZal/tmicC0lx+SHNxjmtFTXPcDTTSXH5Ic/khzT2ELrMvfR+09q55+23BTRBtEOEN1Gn5Kfy/D9ZQJUeCIGJDuAG0/0RzAkdCEER7w+XnQYtfDpoaIAONIBSE0EArz0sBF1lMpfYJgogVYRuPihoy0AiCkA6/IiFxzEFTA2SgEYSCEO5wpyfpUZBmAhDfEEeCINSBTbABxOWjEQRBSIHDLS4Soqc+aDFBBhqhKBiGgdFoVG1RGpugSIhJp0VJlhkAUNNsR5PNGZfXVLvmiYA0lx/SXOyhP1DdDJaN700TaS4/pLn8kOYehEaYXsvENQdNDZqTgUYoCpPJhK5du8JkMiV6KAlBeANl0mvR8ZSBBgCH4pSHpnbNEwFpLj+kOWAVhDg2Wp2obbbH9fVIc/khzeWHNPfgWyREWGZf6hw0NWhOBhpBKAhhiKNJrxEbaBTmSBBEDAhDHAEKcyQIQjp8i4TE04OmBshAIxSFxWLBzp07YbFYEj2UhODrQSvN9hpo8cpDU7vmiYA0lx/SXOxBA+JvoJHm8kOayw9p7kFohGk1mrjmoKlB87D6oAVj3759eOedd/DDDz/g5MmT2LJlC5YvX46GhgZcddVVUo2RUBluFZdj9fWgFaR73fcHa+N3M6VmzRMFaS4/atbc4XKLdrgBeTxoatY8UZDm8kOa+4Q4yuBBa++aR22gvfXWW7jtttvgcDgAgE/U+/bbbzFv3jwsX74cixYtatcJfAQhNb5FQsQhju13p4ggiPhi9QlvBKjUPkEQ0iEqEhLnHDQ1EFWI43fffYdbbrkFhYWFeP3113HjjTfyxyZMmIDu3bvj/fffx+LFiyUbKEGoAaEHzajXIjvZALNBC4BK7RMEET02p/8N0oFqWlMIgpAG3zL7lIMWG1EZaE899RQyMjKwadMm3HTTTSguLuaPDRo0COvWrUNeXh7eeOMNyQZKEGrAKvSg6TVgGIb3olWebIl7WWyCINonAT1oMpTaJwhCHfiW2ac+aLERlYG2ceNG/OUvf0FBQUHA41lZWbjsssuwe/fumAZHqA+j0Yjy8nIYjcaYr2V3urHvRFObugHxLRICeBpWA4DDxQbcBY8VKTUnwoM0lx+1ay70znNYHC4cb7DF7TXVrnkiIM3lhzT34PIpEqIVhThKex+mBs2jMtAsFgvS0tJCnmM0GtHcTPHtRGRoNBokJSVBo4mtwCjLsrjqzY0Y+ey3eO3bfRKNLv7YhCGOOo8GyUZvqmiL3X8XPFak0pwIH9JcftSuuTC/Vcj+6qa4vabaNU8EpLn8kOYexH3QGOhEIY7Sbi6rQfOo3lmnTp2wYcOGkOesW7cOZWVl0VyeUDF2ux1Hjx6F3R5bA9UGqxPbDtUBAJb/ekyCkclDIA8al4MGAM02p+SvKZXmRPiQ5vKjds19K8RyVMQxD03tmicC0lx+SHMP4hBHjSgHTWoPmho0j8pAu/zyy7Fp0yY888wzAY/PmTMHP/30Ey677LKYBkeoD5fLhdraWrhcsXmKWuxeQ+bAibaTZyHOQfMYZsmG+HrQpNIcAJ5ZsQtD/vUNvtl1XIKRtV+k1JwID7VrLmxS3S0/lf93PCs5ql3zRECayw9p7sG3SIgwB80hcQ6aGjSPykC799570a1bN9x///3o3r07PvroIwDA1KlT0aNHD/zjH/9Ap06dcM8990g6WIIIF6Eh02x34URT/PIspES0y30qxNFsFHjQ7NJ70KTCYnfhtbX7cKTOggXrDiR6OARBCBBu/nQv8KYo7D9BqQgEQcSOb5n9eOagqYGoDLSUlBSsW7cOV1xxBfbu3Yvdu3eDZVksXrwYu3fvxkUXXYRvv/0WGRkZEg+XIMLD4uNpOtBGbkK4EEedhoFOe8pAE4Q4ttiUu1tUZ7GDW4Nrmtpv2AFBtEWE+a1lOcl8jiv1QiMIQgqERphOG98cNDUQdaPq7OxsfPTRR6iursYPP/yA2tpapKamok+fPqKy+wSRCHxDAStqmjGgc3aCRhM+nIHGhTcCgFkU4qhcD1qDxTu2eosjgSMhCMIXoQfNbNCiNNuMPcebcKimBS43K8oXIQiCiBTfIiHxzEFTA1EbaBw5OTm46KKLpBgLQUCn0yE7Oxs6XWxT09eQaSsNWbkQR2ESf7LQgxaHHDSpNBcaZXUW8qCFQirNifBRu+ZWnwqxnXKSsed4E+wuN47WWVByqt+ilKhd80RAmssPae7BKfKgaUQeNKlz0NSgeVTv7LHHHmv1HK1Wi+TkZHTs2BHnn38+srOV770gEo9er0dhYWHM1/ELcYxjKWkp4UphG3UCD5qgzH48ctCk0rxBYKBZHW5YHS6RJ5DwIpXmRPioXXObT4XYspxk/u8D1c1xMdDUrnkiIM3lhzT3IPKgaRkwjMeL5nKzknvQ1KB5VAba3LlzwTBey1hYIc/3cYZhYDQa8fzzz+Pmm2+OYaiEGnC5XLDZbDAajdBqo7+59wtxbCMeNFtAD5ogxDEOOWhSae4b1thgcZCBFgSpNCfCR+2aW53iMvudfQy0oaflSv6aatc8EZDm8kOae/AtEgKAN9CcEhtoatA8qiIhq1evRnl5ORiGwbXXXou3334bK1aswP/+9z/Mnj0bZrMZeXl5eP7553H//fcjIyMDM2bMwLfffiv1+Il2ht1ux/79+2PubdHi8M9Bc7eBGGguT0SUgxbnKo5Sae5roNVRHlpQpNKcCB+1ay7ssWjUa1GWLTbQ4oHaNU8EpLn8kOYefIuEAODDHJ0uaYuEqEHzqDxo33//PQ4dOoQ1a9bgvPPOEx2bOHEirr76apx33nlwOBz45z//iVtvvRWnn346XnzxRZx//vmSDJwgQmHxMWRsTjeONVhRlJGUoBG1jsvN8nHaQgMt3n3QpKLB6mOgtZCBRhBKIVAOGgdVciQIIlZEfdA0YgONioRETlQetIULF+KKK67wM844+vXrh8suuwxvvPEGAKCoqAgTJkzApk2boh8pQURAIENG6aX2raIcEe9XU1RmX8FVHH09aFTJkSCUg80pzkHLTTXyBYji5UEjCEI9cCGOWg3Dpztx7YKkDnFUA1EZaMeOHUN+fn7IcwoLC3H48GHR3ydPnozm5QgiYnyLhADAAYXvEotCkIRFQtpIHzS/EMeW9ht6QBBtDaEHzaTTgmEY5KWZAAAnm+m7ShBEbHBFQoTVG7XkQYuaqAy04uJifPPNN6LiIEJYlsW3336LgoIC/rFjx44hLy8vulESqoFhGGi1WlGxmWhokx40nyR+juQ4V3GUSnNhHzSAPGihkEpzInzUrrlNlIPmWV+4UGrh2iMlatc8EZDm8kOae+C8ZHqt9/5Ff8pAc0icg6YGzaMy0K688kr8/PPPuPHGG/28YlarFbNmzcLPP/+MiRMnAgD27NmDTz/9FGeffXbsIybaNSaTCT169IDJZIrpOoEMNKXnWYhCHIN50OKQgyaV5g0U4hg2UmlOhI/aNbf6hDh6/u+5BbA73XEpoqR2zRMBaS4/pLkHrhAIVyAEALTa+HjQ1KB5VEVC7r//fixfvhzvvvsuPv74Y3Tr1g2FhYVoaGjAzz//jMbGRvTu3Rtz5syBxWJBjx49AACzZs2SdPAEEQyLw9/TpPQ8C98qaxxmQZGQZlvbyUGjIiEEoRxsohBHj2GWJFhnrE6XaK0hCIKIBM6DJgxx1GkoBy1aovKgJScn47vvvsM999wDs9mMbdu2YdmyZVi3bh0YhsGdd96JDRs2ID09HceOHUPfvn2xaNEiDB8+XOrxE+0Mq9WKPXv2wGq1xnQdoaepQ7pnh+VwbYvkbnYpEeWICEIctRqG/zseHjSpNPer4kgetKBIpTkRPmrXPLAHTWCgOaRfG9WueSIgzeWHNPfAFQnhjDIgfjloatA8qu2yAwcOoFOnTnjqqafwr3/9C3v37kV1dTXS0tLQvXt3UdO4zp07Y8uWLZINmGjfsCwLu90eNL8xXITFNHp2SMfReiucbhaVJy2i8tJKwubwv4HiSDboYHXY45KDJpXmVMUxfKTSnAgftWvuW2YfEHvQLA7pN3/UrnkiIM3lhzT34HT7hzjq4pSDpgbNo/KgjRw5EpMmTQLgSdTr2rUrBg0ahF69erXbjt5E26LlVIijVsPgtPwU/vEKBYc5ina4deLvUdKpPLRA1SmVgMPl9vPu1VMVR4JQDFyZfZ2G4UtfGwWeemscDDSCINQD18dVWCREF6ccNDUQlYF29OhRdOrUSeqxEIRkcMaCWa8Vecz2K9lACxLiCHibVTcrtMy+b4EQgEIcCUJJcOuL0Dsv8qApdPOHIIi2gTNgmX1vDlp79nbFg6gMtB49euDnn3+WeCgEIR3czUaSQYvOuV4DTckeNN9GskLMxlMeNIdLkTtRgcIZKcSRIJQD5yHjwhsB8TojXH8IgiAihSsEotX4hzgCgAJvXRRNVDlo7777Li666CJceumluOqqq9ClSxeYzeaA555xxhkxDZBQFwaDAaWlpTAYDDFdh/egGbQoy/YaaEqu5BiOBw3wGGkpRumqrUmheYPVPzeu3uKA281Co2m/fUqiRap5ToSP2jVv3YMmfZEQtWueCEhz+SHNPQTqgyY00BwuN7QaadKg1KB5VHd555xzDliWxfLly/F///d/Qc9jGAZOp3LLghPKQ6vVIjU1NebreD1oOmQlG5Bm0qHB6lS4gRbCgybshWZzSmqgSaF5IG8ZywKNVifSzfqYrt0ekWqeE+Gjds05D5kw78wU5xw0tWueCEhz+SHNPUU7uOgeUZEQwb+ljP5Rg+ZR3eUNGTKkXXfvJhKHw+FAbW0tsrKyoNdHd2PvdLlhPxULbTZ4Os13yknG9sp6HK23wOpw+RlASkBcZc2niqPAIGuWOFdECs2DhTPWWxxkoAVACs2JyFC75lwfNGEBIlOcqziqXfNEQJrLD2nuLRACAHpRmX3vv6XshaYGzaMy0NauXSvxMAjCg9PpxIkTJ5CWlhb1l65FcKPBeZ44A41lgUO1LTgtX3k7L2IPmjjEUeRBk7jUvhSaC4uEJOm1/M1encWOjggc/qxmpNCciAw1a+5ys/ymldiDJuyDJr2BpmbNEwVpLj+kubfEPhC4zD4grQdNDZpHVSRETlwuF84777yA4ZKHDh3C1KlT0aFDB5jNZgwcOBBLly4NeJ0NGzbgggsuQGZmJjIyMjBu3Djs3Lkz4LmLFi1Cnz59kJycjMLCQsyYMQMnT56U/L0R8UFYjYzLsSjLUX4emrDMvq8HTWygKS+ZX+hB65jlNcjqWqhQCEEkGluQFh5JcTbQCIJQB0LvWLAiIU6Je6G1d6JOZHE4HPj222/x559/wuVy8eUzWZaFw+FATU0Nli5diu+//z6mAT7xxBNYv3693+NVVVUYOnQoamtrMWvWLBQVFeHtt9/G+PHj8f777+Oaa67hz127di1Gjx6NsrIyPPjgg3C73XjhhRcwaNAgbN68Gd27d+fPffLJJ/Hggw9i5MiRePrpp3HgwAHMnz8f33//PTZu3IikpKSY3g8Rf4QGjNCDxqFUA80WokiIWVAkpNmmvLxOoQetJMuM3ccbAVAlR4JQAsHWFrEHjW6eCIKIDqcwxDFAHzRA2hBHNRCVgXb06FEMGzYM+/btk3o8IrZs2YLHHnsMRqMRNptNdOzRRx/FwYMHsX79egwZMgQAMG3aNPTv3x+zZ8/G+PHjkZycDJZlMWPGDGRlZWHjxo3IysoCAEycOBFnnHEG7rzzTixfvhwAcPjwYcydOxcXXXQRli1bBs2p2NmzzjoL1157LebPn4977703ru+ZiB1hCGDSKcOmONPr1amqt8o+pnAIVSQk2ahsD1qDNYgHjQw0gkg41iAtPJIM3hupeOSgEQShDoTesUB90ABqVh0pUYU4PvbYY9i7dy969uyJm2++GampqejXrx9uuukmDBkyBCzLIj8/P2gIYTg0NTVh8uTJuOiiizBw4EDRMZfLhcWLF2PAgAG8cQYASUlJmDVrFqqrq/Hll18CALZu3YqdO3fiuuuu440zAOjatSsmTpyIFStW4NixYwCADz/8EHa7HbNnz+aNMwCYPHkyioqKsHDhwqjfDxEeWq0W6enp0GqjL+IhDHFMPuVBSzV59yKkzuGSitBVHOPnQZNCc3GIo9fLHKiBNSGN5kRkqFlzcQEigQdNF98QRzVrnihIc/khzQGHO4gHTRMfD5oaNI/KQFu5ciU6deqEn376Ca+++iqGDx+OnJwcvPbaa/juu+/w4osv4vjx49i8eXPUA5s9ezbq6+uxYMECv2M7duxAU1OTn+EGAAMGDAAA/rU3bdoEAEHPdbvd2Lp1a8hzGYZB//79sWvXLtTX10f9nojWMRgMKCkpiam3RaAQR2EOl9RVEKUiZB+0OHrQpNBcZKBlC3PQ7DGNrb0iheZEZKhZc1sQD5rJEN8qjmrWPFGQ5vJDmvt40IIUCZEyB00NmkdloB07dgwXXXQRdDrPrv6ZZ56JLVu28MdnzpyJPn36RO1x+uSTT/DOO+/grbfeQn5+vt/xyspKAEBJSYnfseLiYgDAgQMHojo3JSUFGRkZQc+tqKiI8N0QkeB2u2Gz2eB2R/9FFhowXIijsG+YEnO4AJ8wJL8iIUIPoLQ3UlJo3mDxaKrVMCjKoCIhrSGF5kRkqFlz8eaPwEDTxTcHTc2aJwrSXH5Ic3GZfVGRkDjloKlB86hy0DjXIkfnzp1RU1OD6upq5OTkAADOP/98fPzxxxFf+8iRI/jb3/6GG2+8EePHjw94DufFSklJ8TtmNntuDpubm6M6N9B5gc71pXPnzqK/uZw5q9UKi8XCP67VamEwGPjJ5QtXhCTQxNPr9dDpdHA6nXA4xDe+Go0GRqMRLMvCavXPsTKZTGAYJuR1XS4X7Haxx4NhGJhMJgAQvQ8Oo9EIjUYDu90Ol0tsOOh0Ouj1+lava7Va+SIzNpsNlZWV6NSpE5KTk+FwOPyqd7amocXhPV/PuGGxWMAI3nOLzRU3DUNdFwitoUVgOLIuOywWF6+hSedd5OqbPXMqmIYcBoMBWq22VQ0bGhpQWVmJ4uJifpzcPAz3unUtns8h1aRDhqDvWW2zeP7HqmGwz0aKeSjH/OZwu904cOAASktL+Y0uDloj/K8by/zmNOTWluLiYn4TLtR1lbhGRKuhMHxRAzf/GgIHGpqstqh+q0Jp2NzcjIMHD4rWltauS2uEh0jnNwc3z8vLy6HRaGiNiEJDILz5zWkoXFuSkpLa5BrR2nttTcNmwZgY1rPGJCUliYy1ZosVFos+ousGWyNsNhv27dsnWlvC1TDRa0S4xQajMtBKSkqwd+9e/m/OOPn9999x3nnn8QOurq6O6Losy+K6665DRkYGXnjhhZDntXaMyyGL17nhUllZibS0NP7v9PR0lJSUwOFwBCyy0rt3b/55vh80d2NRX1/P581xpKSkoKysDG63O+B1u3fvDp1Oh6qqKjQ2NoqOFRQUICcnB01NTTh8+LDomMlkQpcuXQAA+/fv99OoS5cuMJlMOHHihF8rgpycHBQUFMBisfh5HnU6HV89s6Kiwu8LarPZkJyczBv+QjIzM1FUVAS73e73XhmGQYvda2Q31tVg3z7PF1ynAZxuoMnmRF1dHaqqqkTPTU1NRWlpKVwuV0ANe/ToAa1Wi2PHjqGpqUl0rLCwENnZ2WhqauK9thxJSUkoLy8HgIDX7dq1K4xGI5os3oWo8uABaBgGubm5yM/Ph8bt1efYiRrs28fCYDDgtNNOA+DxAvsuKJ07d4bZbEZ1dTVqampEx7KystChQwf+hwXweps1Gg169uwJwFM4x3eB7NixI9LS0lBXV4fjx48DAE42exasZB2D9CSvgXa8tlH0nnv27AmGYXDkyBG0tLSIrtuhQwdkZWWhoaEBR48eFR0zm83o3LkzWJYNqGG3bt2g0WhQVVWFhoYG0bH8/Hzk5uaiubkZhw4dEh0zGo3o2rUrr6HvD2Z5eTmSkpJQXV2N2tpa0bHs7GwUFhbCZrNh//79omNarRY9evQA4GkH4rugFxYWAgAaGhr8vje0RnhobY0oKytDSkpKxGtEZWUlb6BVVlb6/VCXlJQgPT1dkWvE8ePH/cLsuTWipaUFBw8eFB3j1gihgWZprOdfw5zTgX+8pk78XRWuEb5jCneN4OaR8P2mpaWhY8eOQTWkNcJDaWkpUlNTUVtbixMnToiOtbZGcNAaEd0awTAMevXqBSCyNaKysrLNrhFAbPcRFQe9n3lLUyMOHDiAnj17Qie4Zz546DBMLR5jKtB9BEc4awSHr05tYY3gfsNbIyoD7YILLsCCBQvwxRdfYOzYsTjjjDOg1+uxaNEinHfeebDb7fi///s/dOjQofWLCXjuuefwzTff4LPPPoPVauW/FJwVXFNTA4PBgNRUT5Nh38Vb+Bj3Axzpub4TJdi5vvguvtu2bUPfvn1RXFzMf6kA8AmNer1e9LgvxcXFAXdXAM/izHn0ODjDUaPRBLwu97oFBQXIy8sLeN2UlBS/5zKMd/fD10sIgI//zc3NFRVhAcB7BoQLS6DrlpWV+XnQuB2R7OxskbdW+F4MBkPA97rxB++PTmlRAcrLPWGyycYjqLc40WJ3IiMjA8nJyaLncRpqtdqA1+WOFxYWBv1sAmkoNOoDXZd7rovxnGfQatD11I8Zp2F2mnes+iTPawg17NSpU8CdL8DzA+c7bzkNjUYjiouL/TxoHCUlJUGvm5GRgZSUFLhZFi0Oz6KfmWKCSa+FSa+B1eGGDTrRe+bGXFRUFFTDtLQ0vx0mTkOGYVqd37m5uaJjnIbJyckh52GnTp38rsvpkZOTg8zMzIDXNRqNIa/bsWPHgB407r36fm9ojfC/rnCN8L1uuGuEcJebo7i4OOT8VtoakZ+fz0epcHAams3moBranN6xFOZlo7y8DADQIrif1RqSAv5WBZrfQkKtEZyB4etB4/4f6Lq0RnjgNMzKyhJt8grfS6A1QrjpRmtEZGtEIMJZI3w9aNz129IaAcR2H1HQoQiA594rOzOD/64Ic9AKCjugvGOG6LrcfUSg67a2RgAI6EED2s4aEYqoDLS7774b77//PiZMmIC33noLN9xwAyZNmoSFCxdi9+7dqKqqwv79+zF79uyIrvvFF1+AZdmgoY0FBQUoLS3lKzT6Ws7Cx7icM06syspK9OnTp9Vzt23bhsbGRt6wE56r0WhQVFQU0XsymUwB3ZkajSakm9P3RlmITqfzC4viYBgm6utqtdqQzw11LFSiZmvX5VzDQrgvkl6vD9olPpiGwhytjJQk/pwUox71FieabK64aRjqukBoDe1Oz8Jo0vu/r9Qkr742t//4AmnI0ZqG3PsxGo1RXbfB6gAXWp6Z7BlnepIeVocNjdbA7vx4ze9Y5qGc85vb1dbpdEGfS2uEl1jmt+91he8v1HWVuEZEq6HQg5aS5P1NYgSPO9xsVL9VrWkIBF5bEjW/28oawRHNbyAHrREeYtEwkjXCaDTy2rS1NQKITUOtznvMZNALDFVByX29we/1Y/lsgMBrC9D21ohARGWglZaWYv369XjooYdQWloKAJg3bx5+++03vjH1+eefjzlz5kR03WeffdbPvQ0Ad911F3755ResWLECycnJ6N69O9LT00WFSTi46o2DBw8G4K3quGXLFowdO9bvXIZh+KqNAwYMwJIlS7BlyxaMHDmSP49lWWzZsgW9e/f2M9wI5SEqEqL3TnGuEqLSy+z7ltgHxFUoWxRW5ERYSj/N5FloM5IMON5gQ52FqjgSRKIRNqo2CirECkvuW6hRNUEQUSIqEhKkiiP1QYuMqAw0wBMD+umnn/J/5+XlYdu2bfjll19gNpv5eONI6Nu3b8DHOZfgiBEjeIv4yiuvxFtvvYUNGzbwxpjFYsH8+fORn5+PMWPGAAD69euHbt264e2338Ydd9zBu8//+OMPfPrppxg7diyys7MBAJMmTcJDDz2EefPmYcSIEbzbcvHixTh69CjuvvvuiN8TERlJSUlhx+cGwyIwwISGDVcJscXugtvNQiNYOJSA9VQYUiADLVlYhVJiAzNWzYUl9tNO5Z+lnyoUYnW4YXW4Ar4nNSPFPCciQ82a24JUiGUYxhuOHIcy+2rWPFGQ5vJDmouNL70gHFPYqFrKKo5q0DxqAy0YZ5xxhtSXDMijjz6KpUuXYsyYMbjzzjuRl5eHt99+Gzt27MBHH30kctW+/PLLGDNmDAYNGoQZM2bAarXi+eefh9lsxtNPP82fV1paioceeghz587FqFGjMGnSJOzZswcvvfQS+vXrh+nTp8vy3ojYaA7QBw0Ql9pvcbhEfysBzoMm3NXmMOo00DCAmxU34lYCQgONKxAiLBTSYHGQgUYQCSRYmX0ASNJrYXW449IHjSAIdeAQ5NMJS+vr49QHTQ1EfYfa0NCAzz//HHv37kVTU1PACogMw+DZZ5+NaYDBKCgowIYNG3D//ffjxRdfhMPhwOmnn44vv/wSF198sejcCy64ACtXrsScOXNw//33Izk5Geeeey6eeOIJdOvWTXTunDlzkJ+fj/nz5+O2225Dfn4+brrpJjz22GNhl8YkokeYbBsqRjsUFlEfNKEHTRwmqCQDjWXZkCGODMPAbNChyeaUvNF2rJpzPdAAIC3Jo2mGwECrsziQlxY8tl2NSDHPichQs+bCHDSTXrwB5FlvHKJzpELNmicK0lx+SHPAKQhx1GsFHrQ49UFTg+ZR3aEeOnQIQ4YMwdGjR0OWppfKQFu7dm3Axzt16oT//Oc/YV1j+PDhGD58eFjnTp8+nbxlCcLt9vTPiK1RtTDE0TvFhQZZk80JcQ2qxOJwsXyhDd8bKA6zQYsmm1PyHLRYNW8I4EET9kKjZtX+SDHPichQs+ZWQYijUefvQQPi45lXs+aJgjSXH9Jc7B0T5p3FKwdNDZpHZaA98MADOHLkCAYPHowJEyb4laMkiETSEiTE0WzUBjxHCQhvoIKFAyYbdUCjTXIPWqzUBygSIgxxFB4nCEJ+bKIQR/EGkPHUemN1tt8bHYIg4otDYHwJm1PHKwdNDURloK1atQp9+/bF+vXrpR4PQcQMl0vBMOJ8rmQfD5qSEIYX+e5wc3DGptKqUDZYA+Sgmb3lZOtaqJIjQSSSUBtASacMNrvTDZebFd1cEQRBhINL4MkShjjqtZSDFi2BY6laoaGhASNGjJB6LAQhCZx3zKzXihoIJgvCHZVm5ITa4ebgxu9wsbAraLc7UJGQDPKgEYRiEBYJ8S1CJDTYhNUeCYIgwkVYZl9YJES44UMetMiIykDr1q0bjhw5IvVYCAJ6vR7FxcVBGxeGA5dLkWQQO4jFHjRl3YiIk/iDeNAEIZpS5ovEqnnAMvtkoIVEinlORIaaNQ+1viTp47OuAOrWPFGQ5vJDmvsUCRGENcYrB00NmkdloE2fPh2ffvopfv31V6nHQ6gcnU6HjIyMoB3gw4HzjgnzzwAgWcHNnm3O8D1ogLS90GLVnIqERI4U85yIDDVrLlxfjAGrOHqQOg9NzZonCtJcfkhzwBmkzL4uTjloatA8rHf20ksvif5mWRZpaWkYNGgQJk2ahG7dugUtQT9r1qzYR0moBqfTifr6eqSnp0f9xeNDHH0NtDaSg2YKkoMmbBkgZYhmrJqLi4RwZfYFOWjkQfNDinlORIaaNQ/lQTPF0YOmZs0TBWkuP6S5b4ijwIMWpxw0NWge1ru6/fbbRbk8APjy+u+++67fMe44wzBkoBER4XA4cOzYMZjN5qi+dC43y+8WJ/kZaAqu4hiikSyH0APYLGGIZqyacwZaskHLL8wU4hiaWDUnIkfNmttC5qB5/5a6F1o8Na9vcUCrZRTVz1IJqHmeJwrSPHiZfW2cQhzVoHlY7+qRRx4JaIQRhNKwOAKX2Ad8QgSV7EEL1gfNGJ8Qx1hpsHrGIjTKUk06MAzAskA9VXEkiITCFf9gGMCgFa8vwhy0eDSrjgd7/2zEJS+th07DYNVd56MwPXAED0EQ8iAMXwzWB42KhERGWAba3Llz4zwMQqlYHS68+d1+5KUacVX/jokeTqsIQ/+S9MGLhCjJwAHC7IMmyqFTzo0U5yFLExhoGg2D9CQ96locFOJIEAmG89CbdFq/zVZRDppDOdVhQ7Hq9z9hc7phA7D69z8xZWBpoodEEKpGVCREGOIoyEGT0oOmBqIqEgIANpsNb7zxBlavXi16/JJLLsErr7zCh0ASbZsl2yrx3Nd7cP8nv+LHgycTPZxWsQRpUu37t5QhglIgKoMdrIpjnIqExILV4eJL/gsNNMDrUaMQR4JILNwGkG+BEEAcCm5pIx606kYb/+9DtS0JHAlBEEDwIiFawb8d1ActIqIy0JqamjBy5EjceuutWLNmDf94c3Mz/u///g+zZs3CxRdfDLudQpvaOrurGvl/b9pfE/fX02g0SElJgUYT3d6BMLdMmHMGQJSroOQQR98cEY7kOJXZj0XzQBUcOTIEBpqbds5ExDrPichRs+bc+hKoAJFwvZE6xDFemlc3eQ20gzXNkl67raPmeZ4oSHOfIiEylNlXg+ZRvbNnn30WGzZswNVXX42//vWv/OPJyck4ePAgpk6dipUrV+Lpp5+WbKBEYqiqt/L//ulQXdxfz2g0oqysDEajMarnCw003xBHYQ6X8oqEhNEHTeRBk278sWguruAoNtA4jxrLAo1WZRnEiSbWeU5Ejpo15wonBcpvjacHLV6aVzd5N38P1pAHTYia53miIM19ioTI0KhaDZpHZaD997//xcCBA7F48WKUlZWJjpWUlGDhwoU4++yzsXjxYinGSCSQqgavgfbz4bq4h66yLAuXyxX164QMcRQYPkorsy/qgxbEg2aOUx+3WDRvsIbwoJm9pfYpzFFMrPOciBw1a8570AJs/gi9ajaJDbR4aS70oB2qbVHlZxoMNc/zREGaBy8SIsxHk7LMvho0j8pAq6iowHnnnRfynGHDhqGioiKayxMKQuhBq26y4ajg73hgtVrx+++/w2qN7nVERUJ8DDSNhuGNHCn7iElBIj1osWheH0aIIwDUWSjcWUis85yIHLVqzrIsn+MaKHw6nh60eGkuNNBa7C6RR03tqHWeJxLSXJyDJjTK4uVBU4PmURloaWlprRpfx44dQ0pKSjSXJxSC0+UW/RACwPbDdYkZTJiEKrMPeCs5Kq9ISBhVHEV93JRhYIpCHJPEIaVCg62uhTxoBJEIhN75QAWIxH3QlJ/E73S5UdMsNsioUAhBJBanqFF14DL7VMUxMqIy0AYPHoylS5fit99+C3h89+7d+OyzzzBw4MCYBkcklhNNNvh+n35WuIHWEiLEEfCWqldKFUQOcaPqYCGOwiInyjAwGyxeHf1DHKlZNUEkGlH4dEADrW1VcaxtscM3qulQLRUKIYhEEqxISLw8aGogqvbbd955J5YuXYphw4bhjjvuwODBg5GRkYH6+nps3LgRL774IqxWK+6++26px0vISFWAcEalG2jC6oxJBv/p7fWgKctAs4XTB01YxdGhjPGHKhIi8qCRgUYQCUGYVxYov9XUxhpVVzf6hzNSoRCCSCyiMvsy5KCpgagMtCFDhuC1117D7Nmz8cgjj4iOsSwLnU6H+fPnY9iwYVKMkUgQxxv8DbRfK+vhdLmh0yqztKmoSEgAQyf5lNHmcLGwO90wBCnIITciD1qAUtiAMj1oohw0c3ADrb6FckQIIhG01mMxqa0ZaD5h9wBwiAw0gkgooiIhMlRxVANRGWgA8Ne//hWjR4/GRx99hG3btqG2thYpKSk466yzcO211/pVdyTaHscEHjSDVgO7yw2Lw4U//mxCj8K0uLymyWRC9+7dodUGNlJao6XVHDRhs2onDDqD3zmJQJyDFkYVRwlDNGPRPGQftDZUxbGmyYb53+xFz8I0TOpXEvfXi3WeE5GjVs1F3vlWPWjS7nDHQ/NABtpBykHjUes8F/LB5kN487t9mDWyKyaeXRz31yPNxd4xodcsXjloatA8agMN8JTUv+eee6QaC6EwhCX2h3TJxprdJwB4CoXEy0BjGAY6XfTTUuhB863iCIh7oTXbnchMVoiB1koiP+BZ9DhDWUoPWiyahwpxFDYGV1pbA1/e3VCBdzdUgGGAvmWZKM+Nb4GjWOc5ETlq1Vyc3xrag2aRuD9kPDQPaKCRB41HrfNcyIur9+B4gw0vrv5DFgONNPcpEqKJvwdNDZrHFN/l23/ghx9+wLPPPotPPvkEbjfFmrZ1jgs8aKN7FfD/jmcems1mw8GDB2Gz+f8Ih4PQs2QOkIOWosAwQSA8DxoAmI3StwmIRfNQZfbFBppytA5ExakbPJYFfqw4GffXi3WeE5GjVs2tAg9aoDL7oiqOTmm/p/HQXFhSn7sRrG6yKaaybaJR6zwXcvJU1eCqeqssfbJIc8AhCnH0rinxykFTg+ZRG2iPP/44cnNzYbFYAHibV99777244oorMGLEiHYtnBoQetBG9sjnd0LiaaC53W40NjZGbeC3VsXRLAxxVNAPOpfIzzCecNJgcDl0UvZBi0XzBqtHQ4NW42dYCrWWsrF2PKgT5Mhtr6yL++vFOs/bI3v/bMK8Fbux98/GuFxfrZq31sLDFEcPWjw0r2703lf0Kkrn/02l9j2odZ5zOFxu2E9FpNicbtE9QbxQu+aA2PgK5kGTMsRRDZpHZaAtWrQIc+bMgd1uR3V1NQDgvvvuA8MwmD17Ni699FKsW7cOL7zwgpRjJWTmeIPnhzDFqENuqhHd8lMBAHuONyquCiJHayGOQq+Okt6DsJEswzBBz+OMTqlvpKKFy0FLS9L5jbsthTieFBhovx6pT+BI1AnLsrj53z/g5TV7cdd/tyd6OO0KWystPDxrjuffwlBrpXJCEOLYt2Mm/28KcyQA/9/1GmpiLgvh9EGjIiGREZWB9s4776CgoAB79uxBSUkJfvzxRxw8eBATJ07Ec889h88//xznnHMOPvzwQ6nHS8gEy7J8mf2CdBMA4MySDACAmwV+U+hNbKseNKWGOJ4KLQpWYp+Dy6FrtjtlCd1oDa+Bpvc7ZtRp+N0zOXYxY+FkszdU8/djDaLCCkT8+elwHfad8PSy2vtnU4JH076wttLCg2EYvnKsVeHfU8Ab4qjXMji92JsLTZUcCcB/M7C6mSK55EBYZl8fpA8aNaqOjKgMtF9++QV/+ctfUFDgyUtasWIFGIbB2LFj+XOGDh2KvXv3SjNKQnYaLE6+aWlBmsdA63PKQAOU2w+tRdTzp/UqjkqBC0MKVmKfg2u0zbLSV1yLFJebReMpDX0LhACeGz/OSFaS1oEQhjg6XCx2V8UnzI4IzNKfj/L/bra7+BAlInZEZfaDtBXhPGtS56DFA65ISHayER2zkvnHD1KzagL+G6/kQZMHzjumYQBNkD5oDuqDFhFRGWh2ux0pKd4qZ6tWrQIADB8+nH/M6XTCaDTGODwiUQjzz/LTxB40IH55Onq9HgUFBdDr/W/4w8FyKq8sSa8VLRIcyQIPmpKSyrmbqFAFQgCxV1CqHLpoNW+yel/ft0AIR4rA46dU7E63X07f9sr4eohjneftCafLjS9/OSp6rC4OffPUqrnQGxysQixXyVHq0GmpNXe7WdQ2e+ZGTqoBpdlm/hiFOHpQ6zzn8PWg1QSo+ik1atcc8GxsAvDrkRsvD5oaNI/KQCsrK8PPP/8MADh58iQ2bNiA0047DUVFRQA84XFff/01SktLJRsoIS9CA60g3WNod8lL4T04Px+qi8vr6nQ65OTkRF0+lQulCxTeCPh40BQUzsN70FoLcRQamBKFaEareYNVUGI/iIHm9aApR2tfAhkDv8TZQxzrPG9PbNxfI6rMB3irsEmJWjVvrcy+8HGpG1VLrfnJFjt/k5eTYkR2soH/TTpMRUIAqHeec/jloDXH34Omds0Bb5EQnc/GuJaJTw6aGjSPykC78MILsXLlSkydOhUXXXQRHA4HrrzySgDA1q1bMXbsWPz++++46qqrJB0sIR/CEvtciKNWw+D0Yk/VrKP1Vn4nU0pcLhfq6+vhckV3o8DtAAcqEAIAyQosEsKyLGynQrqC7XBzJMehCmW0mgtL7KeaAi+SKQrLmQtEXYAm2vEuFBLrPG9PfP7zUb/HTsbBg6ZWzUVVHIOEOBp5A03aECSpNRca8jkpRjAMg47ZnjDHypMWSct4t1XUOs85fCNjAvXNkxq1aw54jS9fA02jYcA9JKUHTQ2aR2WgPfLII+jZsycWL16MrVu3okePHrjrrrsAAB999BGWL1+OESNG4LbbbpN0sIR8BApxBIDC9CT+3/G4ibLb7Th8+DDs9uiu3ZoHTYlFQmyCfJtgN1Ac5jiEaEaruciDFiAHDfCOl2XB5zQqjZMBNhr2HG+MawhsrPO8vWB1uPDVb1V+j8cjxFGtmtsc4YQ4etYdu8st6U2U1JoLb7ZzUjyRHaVZnjBHp5vFMcHGolpR6zzn8O25KUcOmto1B7xFQvQB2gRxYY8Ol3LXFiUSlW8wKysLP/74I1atWgW3241Ro0bBYDAAAMaPH49BgwZhwoQJ7dr12N4RGmhCo0ypZeoBT34CZwQkBWhSDShz/LYwQpA4kgWGZ6IrIzZYvPqlJQXWO9mn1H6g5uGJRhhOxzAeY9LNAjuONqBfWVYCR9b+WbPrTz5nJEmv5b+/dXEIcVQr4WwACdcdq8Ml+t4qiRONQgPNc8/hm4dWkmX2ex6hHvxDHKmKoxw4+Rw0/9x/nYaBHYCrHfcsiwdRr8IGgwEXX3yx3+NDhw6NaUCEMhCGOOane4u9+N5wKwlhBTJzEEMnHkU2YkVcBrsVD5pROR7AcDxoKaJm1S4gNe7Dihiht+b0onT8cqpAyC+V9WSgxRlheONlZxfhg82HAMQnB02ttNaoGvAWCeHOV6qBJvSg5aZ6fpeEBtnB2macixzZx0UoB/8iIe3Xw6Ik+CIhGv97GK5QCPVBi4ywVuFffvkFBQUFyMvL4/8OlzPOOCO6kREJhQsV0WkY5CR7DbQUUZl6ZYWstdYDDVCmBy2cGygOsQctseNvsIRRJETBBj2H0BgY2jVXYKDVJWhE6qDB6sA3u/8E4AlXu+T0Qt5Ai0eIo1oRldkPsgEkXHeUGooMiJtU8yGOAg/aISoUonp8f9d9CxAR8YELcQzkQePCHqkPWmSEZaD16dMHc+bMwSOPPAIAOOuss8Aw/h+CLwzDwOlU5k0ZEZrjp0Ic81KNonL1KaIbbul3uRmGgclkCmt++SIsEW0OsgNsVmAVR1GVtVb6oAlDN6Uaf7SaNwjK7Ke1UiQESHxIZjCExsDAztl487v9sLvc+DWOpfZjmeftha9+q+L7nV16RiGyT4WsAfHJb1Wr5iIPfZD1RRziKF0YktSaVzeKi4QAQKmgFxo1q1bvPOfwNdBqm21wu9mAbXekQu2aA4IQxwA68x40CXPQ1KB5WAbaeeedh7KyMv7voUOHtmtR1I7N6eJL0+anm0THxCGO0t9wm0wmdOnSJarnijxoQTxRRp0Wei0Dh4tVqActdIijyIMm0fij1TwsD5owpFQhevsiNAZyU43o0SEN2w/XYX91M+otjqA93mIhlnneHjhU04Knv9rN/z3+rA7INAsNNOk3f9SqeTg5rsJ1R8pS+1JrHijEsUOGCToNA6ebpV5oUO885/DduHSznkq9WcmGIM+IHbVrDrRSJIQPcZRu80cNmodloK1duzbk30T74s8G749gQZrYQFNiiCCHMOQvWJl9wFNZsN7iUIxHJ5IQR1EOWqKLhISVgyYcr7LmC4fQGMg063FmcTq2n+qD9tuRegzpQjktUlLdZMPUdzbzN9sDO2fhrJIM2AUl0inEUTrCyXH1zUFTKtyc0WoYZJzaONFpNSjKTMLBmhYcqm0By7K0gaxiAt2X1DTZ4mqgEaGLhHAeNApxjIyoyuwT7ZvjQUrsA/HvI2axWLBjxw5YLJbInxtGDhrgNRqUkhNlFVRZM7ZSZl/oQbNIZPBEq3k4VRzFbQ2UobcvQmMg3azH6UXp/N+/xCnMMZZ53pZptjlx/cKtqDjl6eial4LXp/QFwzAw6rT89zYeHjS1ai40uIxhhDhKmYMmteacgZadbBCFrHU8VSikyeaMS3/OtoRa5zlHoN/1eOehqV1zlmUFfdD872E4r5qURULUoHlYHrT33nsv6heYOnVq1M8lEoO4xL6PB02Qa9Rojc8Nd7QNjZvDNNC4Y1KFCMaKNYw+RRzmOOSgAdFpHo4HTdhYOx4hsVLAlXQ3G7Qw6rQ4sySDPxbPQiFKbdwdL+xON6Yv/pFvAl6YbsKiG/ojQxDamJGkR4vdFbcy+2rTHBCX2Q+2ASSMOJC6WbVUmrvdLF+Rj8s/4+goquTYgmyf42pDjfOcI6AHTYZS+2rWXGh4yZWDBrR/zcMy0KZNmxZ1yAAZaG2PKkGJ/QJfA63NhDgGn9qcF7DZ7op78nA4RFTF0Sh9Dlq0cDloBp0m6LhFRUIUNl84OG8NlwNVnpsCs0GLFrsrbh40NfLuhgNY90c1AE9RmUU39EeHjCTRORlmA47WW1HXYqdQNYngDC6DThN0rRMabkqt4lhvcfA3gjmpYgOsKNM7j/5soGbVaiZQdWkqtR9fhPeCgQq0xSMHTQ2EZaDNmjXL74fy448/xtGjRzFq1CgMHToU2dnZaGpqwoYNG7B06VKUl5dj1qxZcRk0EV+EBlrIEEeF5RSFG+IoNHIsCuj5I07ib6UPWpw8aNHAeVCDec8A8XibFDZfAM8OHBfimGH2vA+thkG3glT8dKgOR+ossDvdMLQSekq0zg8VJ/l/vzalL07L92+Kl5ns+QycbhZNNidSQ8wtIjxspwyuUOHTYg+aMg206ib/JtUcwjUoXpEdRNsgUIhjTRM1q44nwrDi7AC5fpSDFh1h3Zm+8MILor///e9/48UXX8RHH32ESZMmiY7ddddd+Oqrr3DppZfCTdZym0QY4uhXJMQQ/xDHaAmnD5rnmNgLmGgDLZwy2BxmBfZBC5Z/Bvh60JR349dkc/K78pk+oXYczTYnDDpKMI+VekHVz76lmQHPEYY71rU4yECTAM7gCuWdF647SjXQhD3Qcn1CGFNlCL0nPIZOslHXaqRHIgn0u1it8rzEeCOshCz8HeXQxSEHTQ1EdWf6zDPP4JJLLvEzzjguuugijBs3DvPnz8dtt90W0wAJ+REWCfENcUw2xrdsutFoRJcuXWAwRH5DLAzNSQrxA5KioEqIQHhlsDmE70uqRuHRaO5ys2i0heFBi/N8iRVhrhPnQQOAFMF7arI5kSlxBbBY5nlbpT6MkNhMwWdwssWOEkFuUayoUXPAm4MWyjsfLw+alJoLCz345qCRgeZFSs0P1jRj1e9/YtvBk9h26CSO1VtRlJGElXcMTfjGZjC438VMs54PX4+3B02tawtHbbP3dzQr2f9+gAtxZFnPvYNWgrQSNWge1Tfsjz/+wKhRo0KeU1ZWhq+++iqqQRGJhfOgpSfp/W6kdFoNTHoNrA63ZAaCEI1GA5PJ1PqJARDunJlD5KAprTdXJH3QNBqGz4+SyoMWjeZNwibVIfqEKb3MfrCdP+G443HDF8s8b6twHtdQfeXi2QtNjZoDAg9aCO+8cN2x2KWLfJFS8+pGQYhjqvimLFUU4hifAjNtBak033eiCRe98B0cPoUdjtRZsL2yDoPLldd+xO508+06OmaZcbLFk0Mc78qeal1bOE4K9A20mSk0yJxuN7Sa2D2watA8qsSKgoICbNiwIehxl8uFb775BsXFxVEPjEgMLMvieL3nh9C3giNHPMvU2+12HDlyBHZ75AuqMMQxVB80pRU6Efcpan3h4oxPqfq4RaO5uIJjuMZw4r2Vvvj2QOMQ7sgrbZ63VerCMNDEIY7SaqNGzQFvGw9jiM0f4bojXI9iRUrNxTlo5EELhlSa/1BR62eccQhbrCgJ4e95ZrIBqad+6+NdJEStawtHrWCtzgoU4igw0KTKQ1OD5lEZaBMmTMDmzZtxzz33+InT3NyMm266Cb/++ismT54sySAJ+ahttvM7UL4FQjiS42iguVwunDx5Ei5X5DcJ4RYJEXrXlNCsWmi4hDIsObgwU6mMy2g0F+YThfKgiYqEKMAY9kVoBGQE8aA12aTfkY9lnrdFHC43/13LCOlB8x6TutS+2jQHPLpzN0ShPWjC/orS6SOl5qENNIEHLQ7f17aEVJoLjbA5Y3ti7tie/N9KXMsB8biSjTpknyomUx3nEEc1ri1CWvOgcTlogHR5aGrQPKoQx7///e9YtmwZnnvuOSxYsABnnnkm0tPTcfLkSfz0009obm5G//79cd9990k9XiLOhCoQwsHdvDbbnIoqhR1ukRBxb67E/9AIwy8C7T75wnkg6i0OyeK5I0W4Sx0qB02rYZCk18LikC4kU0qEPywZQTxoat+RlwKhQR/agybOQSNiQ9gDLZR3XpjbapPQgyYlJxrJgyYnwiiJ8twU0e+UUsNIhWH0KQYdslOMqKhpQYPVSdV444joHiaQgSYMcZS4F1p7JqrZmpWVhY0bN+Kmm24CAHz33Xf44osvsH79ephMJtx7771Yu3Ztu48PbY8IC4TkBwlx5DxoTjcrugFINOGGOAqTm5VgNIgWt5TWDTSujK2blT4MLFxEIY4hqjgCgr5zig9xDOZBS/wcaeuEb6CJqzgSsRFufmu8PGhSwhUJ0TD+N4EpBh24fcIGMtAkwfc72xaMYOFvTLJRJyr5Hu88NDXTWhVH3xw0IjyiLsOTnZ2N1157DfPnz8e+fftQW1uL7OxslJeXQ6tVbglWIjRV9d5dytY8aIDHi6aUkrsWR3hFQpJFN9+Jvxnhwi/0WoaPmQ+FcPe4ptmObJ/dZDloEIY4tlIKPcWoRXWTMouECG9CyIMWP4TGVqiQWHGRELqhihWhgWYMEeIo9KBZHcq4gXph1R78dqQet43oirNKMvh1MivZ4Bc1oNEwSDHo0GhzKta709Zo8AljF84lpWosDPtPMWpFv43VTTa/qtSENNQGiUThiEcOmhqIuU6qTqdDt27dpBgLoQCEsdp5qYFv/H29C1IaCDqdDjk5OdDpIp+aIg9aCKMxWdhLTAHeEW5xy0o2hBUuKvrRabQFbPgbCdFo3hBmFUfAaywroSCLL8GrOArK7MfBQItlnrdFGoIYwr6Iy+xLexOoNs0BcYhj6CIhgiqOEpbZj1bz/Sea8MKqPwAA3+45gQcv7sEXevANb+RINXEGmvLWGTmRap6L1niTDha7uPWIEhH+xpiNOgjrTNbE0YOmxrVFCLdWp5l00Gv91xlRDppEIY5q0FyRAbm//vorLr/8cuTm5sJgMKC0tBSzZ89GXV2d6LwdO3ZgwoQJyMvLQ2pqKkaOHInvv/8+4DW//PJLDB48GGlpacjJycGUKVNQWVnpd57L5cLzzz+PHj16ICkpCWVlZXjooYdgsVji8VYVRzjhdslxDP/S6/UoKCiAXh95g1ouNMeo04TMyxKNP8FeHZZleSMhKzk8QzdH8LlI0YAzGs3FHrTQCyRn0DtcLOwKCokFQoQ4xrmKYyzzvC0SbohjmkkP7qsrdfiu2jQHfEMcwysSImUftGg1P1rnDbV3uFg8+sVOvnhVcAPN8xrx2FBpS0g1z30LQQmjCpQaRupXJEQQ4hjPXmhqXFuECDeZAyHKQZPIg6YGzRVnoO3evRuDBg3C6tWrcdNNN2H+/PkYPnw4Xn75ZZx77rloamoCAPz+++8499xzsWXLFsyaNQv/+Mc/cOjQIQwfPhzffvut6JoffPABxo0bB4fDgccffxy33XYbli5dikGDBuHPP/8UnXvrrbfizjvvRK9evfD8889j1KhRePLJJ3HZZZeBZdu/a7YmjIIVKcb4lU53uVxoamqKqjIP50ELVSAEAJKFVRwTHOLYYHXypYxzwsg/85wnCHGU4EcnGs3FOWiteNAU3KyaMwI0jDisMd590GKZ520RobEVykDTaBj+uNQhjmrTHBCHKxpDFEgw6jR8DpeUBlq0mteG+OyDrZPcporF4YLDpayNIDmRap5zm3BmgxZ6rUYUyq5UL2WoEMd4ltpX49rC4XS5eWM+UAVHQJyD5pIoB00NmivONzhz5kw4HA5s3boVPXr0AADcfPPNOPvsszF79mzMnz8fDzzwAO68805YrVb8+OOP6Ny5MwBg8uTJ6N27N2699Vbs2LEDgKfs/+zZs3H66adj3bp1fOGSkSNHYujQoZg7dy5effVVAMDmzZvx5ptv4m9/+xvefPNNfkwdO3bE3//+d3z88ceYNGmSnHLIzskIPWhS33Db7XZUVFSgvLwcSUlJET3Xa6C1VrRCOQZDa9WPApEt9KBJYKBFo7mwBHNrOWi+Htdgi3gi4IyADLMBGsGPiLgPmvT5FrHM87ZIvWC+hDLQAI8n82SLQ/IiIWrTHABsYXrQGIaBSeeptiplDlq0mgt/hyac1QHf7PqT99oUpAe+jug7a1XWOiMnUs1zbhOOW99F1Y+VmoMmSHNINuhEkRDVzfHzoKlxbeEQRqEE29SPhwdNDZoryoNmtVrx3Xff4bzzzuONM46pU6cCAL799lscP34cX331FcaPH88bZwCQk5ODG2+8ETt37sTmzZsBAMuWLUN1dTVuueUWUVXJ8847D4MHD8b777/P93JbtGgRAODOO+8UvfYdd9wBg8GAhQsXSv+mFQbnQQtVsELkXVCQR8RyKlyxtV5iIgMzwSGOtYIfjbANtGR5dgVDEVEVR2HOn8IqxNU1e96Hb14UVXGUlmDFWAKRfup4o9UJp4o9IVIgKrMfokgI4M1DkzIHLVqEG1fjzyrCslnn4fzTctG9IBVX9isJ+JzUNuDhaUvU+zSW12k1fHSKUvVtEnnQdD7RJlR0KB6I8riDhThqqcx+NCjKg2YwGLBz5064A7hAjx8/DgDQarW88TVw4EC/8wYMGADA4w0bMGAANm3aFPLcDRs2YNeuXTjjjDOwadMmpKeno3v37qLzkpOT0atXL/512zOcwRCqYIVvFUcl4HazaDl1Y5EciYGW4BBH4Y9GdpgGWk6q0IOWIAMtgiqO8cxZjAWHy81vMPiWBjYbtGAYgGUpp0UKws1BA8SfRZ3FETTniGidcMvsA57CSifhkDTEMVp8b/pKssxYdEP/kM8R50gp08PTVrA5vZ5U4QZcqkmHFrtLsQZaS4Jy0NRMOFFAOo30jarVgKI8aBqNBp07d0aXLl38jj311FMAgOHDh/PFPUpK/HfSiouLAQAHDhwAgIjPDXQed+7JkydRX18f0XtqS7AsK0j2DH5TFM8Qx2g52WIHlyLYWmiLsMJjoj1oopy/MIuECMMIpAhxjAYu3Mig07TaZiFFYX3nOIQhdBk+RgPDMPy4leQlbqvUW7zzvLWcRaGHLVF9/toLVkHT6VA5aIA3BFIJBlptGLnQvlBrDOlotAYOYee8lEots98k6oOm9YSun9pnjmcVRzUjDEcO1AMNiE8OmhpQlActGO+++y4WLlyIkpIS3HzzzXj55ZcBACkpKX7nms1mAJ7cMwC8QRXuueXl5QHHIDw3PT3d77gw1BIAbDbPjbPVahVVgNRqtTAYDHC73fw5QrhYWpvN5udJ1Ov10Ol0cDqdcDjEC6RGo4HRaATLsrBarfDFZDKBYZiQ161vsfEFK9JNWlgsFk9uwqnQUO596BnvIsh5Uux2u1+ypk6ng16vh8vl4sNIOYTXtVqtfAEWm80GrVbL/+1wOOB0in9sA2l4pKaJP87tuAuvy2EwGKDVapGk9+RbNFoc/PuSQsNQn41QQ47jdc38v9OMGr/jwTTMSNKjzuJATbN3ngV7r+FoqNVqRfORm4fBrst97qlGbavzW894n895o6Se30ajERqNJqJ5WHXSq32G2eCnfYpBi0arE01Wp2Tzm4NlWeh0OrhcLr/XVfIa0dp7DVTt1mg0ijxoRnjfcyANUw1eQ4LLb4h1fnN6abVa2O32Vue3VquNm4aRrhGchpHObwBoavHOHy3cftcWamjUeW6iLA7P5xPuPAylocvl8ltbWruuyWQSedCStN75EkpDs857E1jT0AyLxSw6Hq2G4czvWK8rxfzmsNls0Ol0Mc1D4cZIssH7u8RtWjXbXWhqbhHdeMe6RkihYYNFMM9YJ8C6kZVsQHWTHScao7sXC2eNEP6GtrU1ItZ5KCzok6IXj43PDXN7x9Ns8XwO0c5vwKuh79oCyH8fAUQ+v8PNmVO8gfbOO+/gpptuQnJyMpYsWYLU1NSQ1RS5Y5pTLtV4nRsulZWVSEtL4/9OT09HSUkJHA4H9u3b53d+7969+ef5ftDFxcXIyMhAfX09jh07JjqWkpKCsrIyuN3ugNft3r07dDodqqqq0NjYKDpWUFCAnJwcVJ6o4x8zuG3Yt28fTCYT79Hcv38/WJZFfbV3Yjec2hk/ceIETp48KbpuTk4OCgoKYLFYUFFRITqm0+n4UNKKigq/Lyi3cNXU1KC6ulp0LDMzE0VFRbDb7fx7/a3KOyauiEZlZaXfl7CkpATp6ekw6zWwOFxoaLHy10hNTUVpaSlcLldADXv06AGtVotjx47x1UQ5CgsLkZ2djaamJr/2DUlJSbzh73vdA0dr+X8ztibs21cnOp6bm4v8/Hy0tLTg4MGD/ONpBqDO4g2RPHDggN+C0rlzZ5jNZlRXV6OmpkZ0LCsrCx06dIDNZuPHy/1fo9GgZ8+eAIDDhw/7LYAdO3bkQ4hMGlb0ntLS0tCxY0eRhpYG73zjPK5HjhxBS0uL6LodOnRAVlYWGhoacPToUdExs9mMzp07g2XZgJ9Nt27doNFoUFVVhYaGBtGx/Px85Obmorm5GYcOHeIf3/mnd25kmvU4cOCA6AfToPH8u8nmRHV1NWprvZ8VAGRnZ6OwsBA2mw379+8XHdNqtXwe7aFDh/wW9NLSUnTv3h3Hjx/HiRMnRMeUvEY0NTXh8OHDomOB1gghXbp04Q00o5bB4YMH+GOB1gi3xfva3O5soDWirKwMKSkpYa8RHJWVlfwmW6g1oq6uDlVVVaJjiVgjAKBr164wGo04fvy4XxRHsDUCAI6d8H7HGupqsG+feL4I1wjW6fmMHC4We/7Yi9ycbH6N8B1TOGtEWloaLBYLXC6X6P0GWiOE9OzZEydP5YbqNEDV4Qo+3D7UGuESfI77Dh9FmV68DkSzRgCem6uuXbsCgN8aAYAvUhCPNSI1NRW1tbVRrxH79u2Lao2oF9x0s7Zm/jWEFZx/270XKYLNlFjXCJPJFPN9RHWdd+3488hh5CZ3RnayEdVNdtQ02bF3715+LoVaIxiGQa9evQBEtkZUVla2uTXCYDDgtNNOAxDdfYTQg2Zr8K4xwjWipdn7Pg9XHkGWs5ZfI+rq6vgUJo5w1giTyQSj0eink9z3EUDkawT3/WwNRRtoc+bMwWOPPYa0tDR8+eWX6NevHwDPjyQAvxs84WMZGRl+53K7D6HODXTNQOf64rv4btu2DX379kVxcbHIK6fVehY4vV4f1FsHeBbRQLsrgGdx5jx6HJzhqNFoAl6Xe92CggLk5eUFvK6V9YYydMzPQnl5uSgPjfMSOpIbAXi+UFanZ6HNzc1FVlaW6LpcA0HhwsIhvG5ZWVnAXRvA8wPn67Hk3ovBYOCvu9tynB9TzqlQweLi4qDXTTbpUNPigN3t1YvTUKvVBtSQO15YWBj0s0lJSfF7rtCo9z3m3m4F4PlRKS/JR2mmSXSc09BsNoueW5BZj0P1dWixu9Bid6JTp05B32tOTo7fvOU0NBqNIedhSUmJ33V1Oj2fS5adZg44v4Uadmw6Bmz13LhwIaVFRUVBNUxLS/PbYeI0ZBim1fmdm5vrM16PhsnJyaLnVjhOgJszmckGdOpUJHpeVmodDtbVo8XuQmZWNjIzMwNeN5CGwvndsWPHoJ9NVlaWaANH+F6UuEYEmt+B1gghBoOBN9AyzAbR8wOtEZ1PHgG21wHwhqFKsUYEItQakZGRgeTkZNGxRKwRwufm5+cjJydHdCzYGgEA5qpDADw39yWFBSgvF383RGtEqhmo9hhaRaVlSEvyrKPRrBFCDX2jVwKtEUIYhuE9aJlmgyjlIdQaUdzi/Q0wp2WhvFycrhDNGsGNh6NTp05+4+XuK3JyctrNGtEoCBUszs9Gebnne522fSf/eE5hMYoyvJ9BrGsEEPt9hFt7AoDHmOrVrQuSTEbPhu1xwO5iUVhSxqdo0BrhwXd+R3ofUdtcx//do3MJyjuKzwGAzIx0AJ57gLz8QpSXZ8e8RgDKuI8QjgeIfI0IhSINNIfDgb/+9a9477330KFDByxfvhxnnnkmf5wTIFCjad+cM+G5vsIEOpfLRwt03ZycHFElyHAwmUwB3ZkajSakm9PXmBSi0+mCdk9nGCbq69YJSmHnpZv9rsP9nZ3m/QJzZW25L1sgtFptyDEJNbVaraioqEBZWRm0Wi30en3QRoRCDRvs3jFxHrRQn1WKUQ/Agha7v7s5Fg1DfTYA/K5bZ/X+EBZmpCApSH6Or4a5aUkA6gB4vGglWeaAzwPQqoYMw/Ca+2oWSMN6i4PP90s3G1qd35kp3rFx8yVe8zuSedji9C6qGWa933XTkrzXsrs1SDcHHnMk85vDarXijz/+QFlZWdDnKnGNaO29BjvGGVoZQeaL8Lp56d4bnrpTHvpQ3+Vw1wjh2sIR6rrx0jDSNUJIpOusE4LWEebAv0WAR8Nko1dDRmvgX6u1eRhKQ5fLhYMHDwZcW4Jd1zcXOtA5gTTMSvGeZ3UF/3xi+a2S8rMRIsX85rBardi1a1dAzYWEmofCRtTZqUn8a6QK5oiT0bX6XQ5EPDW0nCpskqTXIiXZ87sj7IXW7NIgJ8BNe7SfDaehcG3hvvttZY0QEs08FIYjF2SlBry+yeB9nlYv/q2NdH5zCDUPNG657iN8ifa6gVBUkRDAs6BfddVVeO+999C7d29s2rRJZJwBQL9+/aDRaLBlyxa/53OVFgcPHgzAW9Ux2Lnp6em8G3bAgAGora31c302NTVhx44d/DXbK8LE7FCFNuLZD4VlWTidzoibggurIYZT9Y17D3aXG3anu5Wz4wenuU7DtFquXkiO4POJtVBIpJqLKji2UvABEM+XRDcGFyKqFBcguVnYQ6dR4l5o0c7ztojV4eLLvae3UmIfEBcJOSlhLzQ1ac4hLLNvbKWKo0lQ/VaqUvvRaG4RzJfM5NbnC0eKqHeheouESDHPg63xSi/EwlVlFhYyyxb9VsanUIga1xaOcAr6CHMVpSqzrwbNFWegPfzww/jkk0/Qv39/rFu3LmBVxfz8fFxwwQVYsmSJKLSwuroa77zzDs4880z06dMHAHDJJZcgMzMT8+fPF8XJr1u3Dhs3bsR1113HuycnT54MAHj66adFr/f888/D4XBg2rRpUr9dRSGschSq5LvwhzDRZeo5agT9xLKDNNgWkqyQyoLc4pYZoq1BIIRGqNyl9kU90FopsQ8ot8y+8OY/UG+uVIWOu63REEGJfUC5VRzdbbA8tDXMRtWAuE+alM2qIyWcst2BEJfZp+9rLARb48W95pRXyZELoRduCuYI7geo1L70cBudGib4hq1e2AetDa6jiUJRIY4HDhzAvHnzwDAMJk6ciC+//NLvnLy8PIwaNQrPPvssBg0ahHPPPRd33HEHjEYjXn75ZdTV1eF///sff77ZbMZzzz2H66+/Hueeey5uvPFGHD9+HM899xw6deqEhx56iD938ODBmDZtGt58802cPHkSo0ePxubNm7FgwQKMHTsWEyZMkEOGhCH0KIT6YTTqtNBrGThcrGJuXKsj9aAZhM2qXcgIHiEYN1iW5T1/4fZA48gWNeCU90enQRAKG47XT7ll9lvxoAkNNLrhi5q6CA004WfBFYtINHd/vB0rfqvCPy7rjfFnFbX+BIUgNLRaK7OfJCj4kMhS+8LPPFjZ7kCkKdx4aEsE61uofA/aKQNN8Psu+q2kUvuSw22oZJgNIk+ZEC31QYsKRRloX331FV+p6/777w94zpAhQzBq1Cj07t0b69atw4MPPojHH38cGo0G55xzDt577z2/ptTTpk1DSkoK/vWvf+H2229HZmYmxo8fjyeeeMIvGf6tt95Cly5d8M477+Dzzz9HcXExHn74YTzwwAMReTjaIpE0TU426lDX4kh4HzEOYZhfOLuuwh22RPVya7I5YXd5bqAi2SkGxF5CuX90IvWgmQ1CrZXhcQXEGxKBPGjiEEdlzPO2SCRNqgEfA00BHrRj9Rb870dPvvL9S37F2R0zQ+Z8KonoPWiJ+57WhrlR6IvSjYe2RLBNuBQFa2xzuvg2QSlBQhzJgyY9XBXHzBDh6zrqgxYVijLQbrnlFtxyyy1hn3/WWWdh+fLlYZ17+eWX4/LLL2/1PJ1Oh4ceekjkWVMLtc3hGznJBo+BJrVnwWAwoKysLOJkSs64zDDrode2HrlrFnrQEnTzHW0oD+Ab4hjbj06kmkeagyb8sVSKQQ+IQxzl9qBFO8/bIvUhGoIHIsmghVGngc3pFjUTj5VoNT9wwtsvz+Jw4cFPf8V7N/RvExt2Jxq9a0NrkQVJcchBi0bzcBrfBkL4fVWzB02KtSXYJlyagg20Zp8m1RxyeNDUtJ4LsTpcfOGvUPcwOq30OWhq0FxxOWhE4uAMBobxuKtDwe1WSh3iqNVqkZKSwpc7DRduZyzcUEGR0ZAgr064OX+BEMbVh5OD5nAF37WKVHNhfofwBzsYSjCGA8GFOJr0moDehdQ4Fh2Idp63RUQetDCKhADeG3MpPWjRal5RI269su6Panz60xHJxhVPqho8JcdNek2r31Xhd0CqHLRoNI9240qn1fDeeqUZD3IixdrSEOQ7q+QcNOFvizDvOdLfymhQ03oupK6VTU4OoQdNqhBHNWhOBhrBwxkMGUn6oLHEHNwCaHO64Qxx8x8pDocDVVVVfh3gQ2Gxe3dxssPIPwMAszDEMUFendom4Y1IeOPmCDcHjWVZTFu4BWc9uhLf7TkR8JxINRf+MIfjQTPoNDCc8mo2KSrE0fM+gv2wpAhKSkvtQYtmnrdVIs1BA7whp3UWh2RVuqLVvKKm2e+xx77cGbPnWg6O13sMtII0U6seP6GBJpUHLRrNRdVVI9y44jZV1GygSbG2cAYawwApgg22eG5axYrwdzxFZKAJok0a4/OdVdN6LkS4mRKqOFs8ctDUoDkZaATPSb73TGRVEKX0QDmdTlRXV/O5iOEgvFHKCaOCI+DrQUt8iGM4lSeFJBu0MJ0qm10TYldw34lmrN19As12F97ffDDgOZFqLspPCCMHDfAaxEopEsKyLB96F8xbnBrHHLRo5nlbJdIcNMBrNNudbsmMhWg1r6j2Gmj9yzxNdOtaHHjsi53BnqIImm1Oft7mp7Xev9Okl75ISDSah1O2Oxich0dp3h05kWJt4aIkUo06aASbteIwUmWtXcLfcWHURrJRx3tWT8RpU0VN67mQ1lrVcIhy0CTa0FeD5mSgEQDEscTZYXhzhCXIpe4RFSnCUMFwKjgCPmF39rYX4sgwDP85hdrJrzq1gw4AB31CtaJFmJ+QHmbvNq6qllJCHFvsLr5AS7DkZlFfJYXdjLQlIi2zD8SvF1o0cB40g1aDl6/pw49t6fajWLv7z0QOLSTHG7zf/XAMtCS9MoqEiMKmIuiDBng3VZrtLrioWlzUcJsqviHJSg5xFEZnpBjFYW+5qZ7fyhNx8qCplXDDkXVUZj8qyEAjAEQe9y+ugpjYsDVhiF84xiXg8UBxJMpoqImw8qQvnLewtsUe9GZEeJN2uLZFknAxUZGQMD1o3M5roucKRzg7f6lUdEASovGgZYhK7SeukqPbzfIbGx2zzchLM+HhS3ryx5Wci1Yl+O4XpIfjQVOGgRZL8SShAaG0ELy2Asuy/Brvu74ruddcsBw0AMg9tXFbb3HA5lTGb1B7IBoPGhlo4UMGGgFA/KMYTty/kpoPCz1I4YYKCm8A/2xIzK5aLCGOgNdbyLLBiykcb/TepDXbXaLXjJaGCHPQAG+Io8WhjJ3tulaaVAM+HjS62YsaYb+58EMchc2qE2ccVzVYYXN6PK1l2Z7S+pecXsgfPybwUCsN4boWqQfNYg8vDGnz/hr8d+thSfOQubXMqNOIxhQOtKkSOxaHi7+J9jXQjDoN33RYaVEFTaEMtFRh1ePEt+5oL4S7mSLMQVPC739bgQw0AkDk4XYpcTLQtFotMjMzI6rME2mTagAoz03m/73vRFP4A5SQmuboi4QAYqMuWJijr/F5qNY/zDFSzbkcNINW02rzWw6lNasOZ+cvXnMciG6et1ViyUEDpKvkGI3mwgIhZdmeNSPJoOUNASWHTFWJQhxbX1+Mwhy0MLwMVfVWTF6wGfcu+QVvrz8Q8JxoNK/l+yoZIm5lQL3QYl9bQn1fGYbx5vklOLXBF6EHLSWEgRaP76ya1nMhJ8Pc2Bd50CQqs68GzclAIwCIv2jhhJXEq8iGwWBAUVFRRL0takQGWnjPy0018jdZe/9MjIHG3YhomPD6Q/kiruQYxIPWIN7hD2SgRao550FLS9KFfQOltGbVJ8PwoCUb4nezF808b6twN3wpRh10YfQoBMSfSZ1EBlo0mldUe78vpTneTZ3cNOXntAi/+wURe9Ba/47uPFbPe1qWbj8a8JxINWdZljfII63gCJCBBsS+tgRrUs2h1EqZLXZhH7TAIY5AfL6zalrPhdQKfkdDFfQR56BJ421Xg+ZkoBEAfDxoYRg58QpxdLvdsFqtcEfwJa5pFoY4hueJYhgG5XkpAIAjdZaEeHWEO8WaVtoaBELo6QzmQavyNdACFAqJVPNg+QmhSFZYs2rhTX+wKo4aDcNvREjtQYtmnrdV+IIDEWxCiD1o0uzUR6P5QZEHzcz/m7vha7I5FeERDkSkRUKEOWjh5OlU1XvXnB1HG3Cs3uJ3TqSaN9mccJzaYc+KsEAIoOwiFnIR69oSrEk1h9BAk6oFhhSIQhwNgYuEAPEx0NS0ngsRe9CCf1+F80iKNAtAHZqTgUYAAGqbIytYES8Pms1mw969e2Gzhb+IRpODBgBdThloALD/hH+vo3jDGZbRFAgBwourDyfEMRLN3W6WL92dGsENd7LCmlWfbBY22Az+PngDTeLd4mjmeVuEZVneQAs3XxEQ/9hLlYMWjeYHqv1DHAEgT2DwJCqHtTWEFVzzwghxjNSD5uud/2aXf0XLSDUXfy/JgxYNsa4t9S2hQ5K5NdHlZiVraC4FIYuExNlAU8t67gtnbOm1jF9YqRBhkSLfdSNa1KA5GWgEAJ8iIWH8MIo8aAn+IeTC+ww6jShJvDWEBprcYY4tdif/4xZNgRBAXLEyULNqt5vFn42thzhGQpPdCW7TNM0UvtZKKioDiD2LofIWuUIhShhzW8TicPEekUjCeNOTvN8JqUIco4Gr4GjQatAhI4l/PE9ww/enQsMcjzd4N4CMutbzNMRVHFu/8fa90Vr9e+wtB2pbIgu194U8aLHTWhEopWocbpGQE03KLezT1uDDkVvJF81JMUJ7KkrIN6qHCA4ZaAQAcQ5TOAaDqIBCgkN8OO9RTnJkSeVdchNnoIn0jqJACCD+nALloJ1ssfM3xxyHYzTQRCX2I7jhFvalaVFADtrBAMUfAiEMcXRT9amIiaZACCD2akpVJCRS3G6WLxJSkpXE32AAYgNNiXlows0Z4VhDIfKghVFm3/dG6/u91WF53kJxMsKNQl+UXAa+rSBe44PnoAHK0jjcIiFK9Xi3NViW5Tf2W9tM0WoYPixcGBpNhIYMNAKA+CYokSGOkeJ2s3x4Zrj5ZxyJ9KDVxNDrh0Po+QmUgxZop+pYgzWmPjCiBPIIctDEjcET/6POeUYyzHq/ZqxChDcjShh3W6OulXCpYAjPTVSj6uONwhL7YiNedMPXqLwd4VrB5kw4PdAAnyqOYRhox31udG1ON77fWx3BKP2JpQcaQCGOUlAvWOMDfWfTFNprTlh8KtmnUbXwt/JEkHxtIjIsDhe/PoazmZJ/ah2qabbBIWFbjvYMGWgEAK/BkGLUhRUOE89G1ZF4wU622ME5NiINFSzJMsNwqkz8XplL7Uea8xeITLMenFTVARJvA+0UsixQedI/mT9czcXhL+GHOIoN+sR60KwOF46eKmhQGsJ7Bohv+KS+GYm0hHhbROhBC1YtMxA6rYY3gnYea5AsbyESzUX5ZznieZKXKshBU6AHLdIKjoCnxxUnT3gGmv9nsjpAHlqk6zlHNFUc0xQafic3sawtrRUJSVForznh+izcEAQAvVbD/87Gy+OthvVcSKSbKQVp3r6tUq2Z7V1zMtAIAIKKgmFWzhIv0tLduCYlJaFXr15ISkpq/WSIPVHh9kDj0GoYdD5141VR3Szrrk6kIaWB0Gk1/M5VoBw04Q2UMGTMNw8tEs1F4S+ReNBEBn1id10rT7bweXTCynyBUMo8b6vURxkSCwATzy4CANidbrzx7f6YxxKp5gcFFU9954mw6IYSQ6aE3/28MA00hmFgOrU511oOms3pbXrfvSCV3+j6ZtdxUWW/SDUXRXJEEeIYz96FbYVY15bWwtiV6qXkqqkm6bWicGQOLsTuRKNN8uqTalnPhYgK+oRx3yjcKBIWMIoWNWhOBhoBp8vNhyKF2zA5xaSMEMdoKzhycKX2nW5WdEMWb2IN5eHg+r5VN/n/6AhDkM4py+L/HUsemjDnIJIbbiWV2Rd+zq150FKMwh155dyMtBWizUEDgL+d1xmmU2F3H2w5GLSVRLyoCOlBU3aIo/C7H64HDfCu663l/QmN0k45yRhSns2/7o6jDZEMVURthDd9vijVeGhLtPadVWqREC4yw7dACAfnkbc53XwlYiJ6aiPcTMmPQyXH9g4ZaIQoxyM7TGMhSa8Ft0kl5Q231WrF3r17YbWG9wUWNamOothGogqFSGWgcQVGrA63qFEn4Mmh4egvMNB8e6FFornYgxZBFUcFldmvCOEZ8SUlTiGOkc7ztkprJbtDkZNixDX9SwF45vdb62LzokWqeUWIQjLpSXoYTjXdVmKREOEOdX4YJfY5ijM9u9F/NtpChjn69lgb0SOf/1tYzTFSzU/GnIOmTONBTmJdW1oNcVSoEcytzynGwCka8Sy1r5b1XIi4B1o4IY7SetDUoDkZaETEBUIATzgMd9Mt5Y0ry7KwWq1hhyDE6kETFgrZJ2MemqgxeJRVHIHQlRyPCxbBfp0EBpqPBy0SzVsrwRwMYc5iU4Jz0IQVHFvNQYtTO4lI53lbJdocNI6bz+/Mh8/9e+NB0U1BpESqeUW153ui1zKiEvuAZ/3jbviUaKBF2qSao2OWd8MiUK6q9/oCD126CSO75/F/r951nP93pJoLd+WjqeJo0GlgPDVflGQ8yEmsawtXCEqvZXgPthAleilZluU3/lrzoAHSf2fVsp4LiTgHTeBBk6LUvho0JwON8Cn5Hv6PYnKcmvhGgsiDFmEOGpC4So41MRqWHKGqU3EeNK2GQa8OadBrPS7PWHqhRVvFUehBa0lwiGOFKMQxEg+aOnfkYyGWEEfAY1xceU4JAKDF7sI73x+QbGyhcLv/v73zjm+q/P74J6tJ2zTpXrSltKV0AIWWPQQFkQ2iIiAoCE78ynChIKI/RFAUUBQHKFtZDlCRocwyyiyjlDLa0r33Spo8vz/S3Oa2aZo0s+3zfr140ebe3Nzn9Oa59zznnM8hSC1US+w7aK9pqXvgK6iQ2ZwqGUskRE8VR4DtoOlKhc4uZUfofJ3tEe4jAQBcSy9BbgsfwNQOuL2Ax+rLZgjqKJqtOA+tDfV3Vmov0CrCILFBB62mVonaOrWwJh00sW23xmhtFBm4mGLqCFp7gDpoFHaTagMcNPXDqzVT1goqjHN0Ork7Mqma1khx5HBatlKsxp0VQWvgoNWtcnuIhRDwuPBzUT18PSisbPnqanULUxxtpC0DUB9BEwv5zS5ImEskpL1QbKSDBqiiaPy6L+nm2BSW02cucsqqGaGMpvrkadahWbo+rjmy6777Ah7HILENfw0HTddCjrYI3fDw+ijayTstk9tXP/QZk/atnpdKrZTiqFASXEsvNronnLVQ262pBTgnlsy+bSxa6eqBpsacEbT2iLUjaO0B6qBRWiz5rn7orpAprNbEN9/ICJpIwGMeSu7llVssXK5OcXS2F2hdndcXzd5vmmmTtQol89CorkFRj7NSpmDtawhlLUxxtBWZfblCyaRudXRzaFam11w1aO0FYyNoAODn4oAnov0AAGU1tdh6JsUUp6YTdXoj0LSDZssPfGoHytNJBK4B80tACxw09cp4/yA35rWraUV6f6YapZIw9dAtEQhRo07Bs1Zz+dWHb2P8+lg8tvZkq4sUKJWEmeecmvi+2uKilWb9tYOdHjVoNrag0hoxtCWGgx2f+W5SkRD9oA4apUE9lAERNE3pdBOlrdnZ2cHf3x92dvqdh+bKdUtXXdVCIZUyBbIsdENVrz4Zs1IMsP9e+RoPiXnlNYyUvHqFO8C1vo5G8+HLEJu3NMVRJOCaRVTGUDKKqqCoe2hr6sFbE3PVoBl6nbdW1A4ah8NeeTeUVx8OZhYyfr2S0aJjGGJzlkCIu/Y0WFYvNBuS2teUwDdEIATQ30Fji5Co7NDNT8r0UYtPKwFgmM3LqmuZ76YxWQXq64wQy881VTIFtp1NBaCy34xN51HcjCKmqTFmbimrrmXuG00tqNhiDVq5lSNo7WU+14QVQdPz+6pezMkuMb52rD3YnDpolBYrCpojKsLj8SCVSsHj6Vd/oK5Bc3YQQMBr2eVs6Tq0armCWfEzRiAEANydtEfQNIv41Q9QHV3rHRLN+hJ9bU4IYdIDRQKu1gLyptAUlbFmimMKSyBEd/0ZYL4ImqHXeWtFrfrpJOQbFSnu6OaImAAXAKoG0ulFhtdRGmJzXQqOali90Gwogpar5buvL14SEaNOqasGTT1eJyGfyaRwEgmYxa5bWaWolisMsnlhC8SqtGFNB+LIrRzWPHEntxyzNl+waN2tMXOLPinsjnZ8xhG3FaVMzXuKNWrQ2st8rom6D5pIwIV9E1HLhqjTHGtqlUanqrcHm1MHjcJy0AxxGBzN0BS0trYW+fn5qK3V73jquitDIn8NCbawg1ZgIol9gN1aQDOamNOgiB9g15do9gLT1+b38yuQWbdy3jvQtdn0wIaom1VbM8WR3Xy4+QgaK53HhA6aodd5a0UdPZC2QMGxIYM7uzM/n25BjZMhNmf1QNOjBs2WeqFpnouhDhqPy2Gk9puqVSWEMBE0zwYRuih/ZwCqvpI3M0sNsrmhogNNYU0H7dfL6czPjnUPrVceFOPl7Zchq7WMkIwxc4s+jeW5XA4zL9pKP7FyPRw0qb2AEcoytYPWXuZzTdTPMYbUuGrOR8bWobUHm1MHjdJAJKSldUWm+ZLI5XJkZ2dDLm9+daVKpkCFOhLVgvozNawImgWk9gs16uZcjVBwBNjCKJoOmqaKmieT4qg9fUlfm2s+FA8Kcdexp3aYmsVWFEFj91Uy3Xkbcp23VgghTGNzZ3vj01AGaThop1rgoBlic7bEvnYnx1Zr0LJL2BL4htJcrWppdS2q6nqkNTx+jzoHDQDi04oNsrmxPdDUaDaXt6SIRW5ZNU4m5QEAOjjbY/fL/Rln8WRSHpYduGmR8zBmbinVs2ZUnfptKymOmot+TfVB43I5TJ26qWvQ2sN8rsmpO3n1Ne4GzDGmVHJsDzanDhqFcdDseNwm87e1YY4ImiFoOiTuRjg6lk5xZClPGhlBcxTyYV8nR60pmKItxTHATb/6kqbQfCjWfFjW+1zVKY6yWqv1LmFF0NwNi6CV20g6T2uhvKa+pqilAiGadPdzZtKuYu/lM8c2NfnlNUjKLQMABHuIwW8idZpVg2ZLDpqW6LkhNFeHlqujx5qmg3Y1rdigz22pmnBDNCNopRZ0IPZfzYT6kny8ZwdE+kqx6bneTF+2XRfSbF7Zsbkm1WrqWxnYxpyoT4ojUB/1LiivMdv80dapqVXggz/qFxum9gnQ+72azhwVCmke6qBR6kPVjnYGpa2Jreygaa7utkTBUY1EJGAm7nsWcNDu5NR/hjHnraZDXUpSSn4Fc6PK1qKypikrr6u+RBtyhRLn7hcAUDmV4d4Sg89T3axaScBImFsazRo6zRS1puBxOYwqGFVxNAxTKDhqwuNyMCBYtTBQXCnHzcwSo4+pjf8ScxmhhIc1GjA3xF1sx9Ti2JKDpsuB0ofmeqFl6zh+F28nxiGJTy826HM1UxwNSZtqiLVSHH+9XC9e83h0BwBAn06uGNvdF4BKfv9OneNvq7BEoOybdnTUNq6WK22iB6CmGIyuRWZ11FtJ2AulFP3ZeCoZ9+tSwGM6uuDJOoVdffBhRdCo/ZuDOmjtHEIIk1piaFqJOVIcDYHV7NlIsQ11FK2gQsZKtTE1hBD8fOEB8/uAYDcde+tH306uAFR1HxdSCgFor0ED6tOXskurUS3XfzU3Pq2YcVAGhrgbJN2thnW9WEHJUaEkSCtUSewHujnqvRihPm9rNmRvjRRXtqwlgy4GhxqX5qgPRxNymJ+Hh3s1uR+fx2UWPPJsaDVYlwOlD6xeaAVaHLSSxos/agQ8Lrp2kAJQRauLDFAwLKyov16MkdmXsNKSLRPhScwuRUJWKQBVHV6wR31WRriPE/Pzrbp9bBV9F1VY4kk2MC9qPn842DXvoAG2lZbcWkgvqsRX/90BAHA5wP9N6GrQswC7F1qVyc+vrUEdtHZOaXUtautC/YY2ejZH82EulwsnJydwuc1fmgUaKX0taVKtiaXq0M4nF+J+nmr1qU8nV3T2cmrmHc0zUKMe7Mw9VZRLreRmx+eybrTq1XFCgIxi1QSpj82NTW8E2DdOazj0WSVVkNWt9upTf6ZG/TBiyoJ4Q67z1opmPYuzCURCAGBwiAfz86k7eQa9Vx+bV8sVzLXuLrZjpexpQ7OmxVppuw3R1qPMEJpNcSzTTJ9uvDAW5efM/Hwjq1zv69xUNWjWiKD9phE9m9SzA2tbhE99tsGtLPNH0IyZWwxNcQRsow6tXKMGzbGJGjTAfEqO7WE+B4CPDiQw2S/P9g9EhK9hmTReJqxBaw82b7sjo+gFK+/fwLQSzWJcUz28CoVCdOzYEUJh8xGxPBPVoAFsB+16unlSpwBgx/n66NkzffXP3dZFP40GsWfuqR4uc+qU3LwkQlakKEDL6rg+Nj991ziBEKChQ2/5WgzN+rOOeig4qlEXxJfXmK52zpDrvLVi6hRHQFVHqb6GL6UWGSRfro/Nz9zLZwQwHgnzbLY1gFqAR64grIihNVHXn2pK4BuCfxP9EtVo64GmSY8AZ+bnhOwKva/zQpOlOFo2gqZQEvx+VeWg8bkcjIvyZW0P13DQEiwQQTNmbinVQ8URaFjnZ/3rvkKPPmiA+SJopprPb2SUYPgXJzD527M2l1J/LDEXh+uyCzychFg4ItTgY7g52jFKmtlG9o5sD/dQ6qC1czRvtoanONZP4KaKiBBCUFur34OwZgTN2Fqu3oGuzM/bz6dCaYYC4vzyGvxzIwuAytYju3qb5LiujnbMKu3NzFJkl1QzD4teTuwHKE0H7XqGyhFtzual1XKm4D/IwxG+zvZa92sORzvTNzY3BEMVHNWoI2iEgOlfZyyGXOetlWIzOGhAvdy+XEFw/n6h3u/Tx+ZHEnKZn3WlN6phS+1bP2VKlwS+vjiJBMy9QFsNGitCp0XBrYdGBO3qg2K9r3PNCJpzK6pBO3Mvn3GKh3bxbHQfdXG0YyKZt7JKzf6dN2Zu0XdRxclM/SFbir4iISwHzYRKjqaYz+/nleO5H+NwN7cccSmF2Hcpvfk3WZAv61IbAWDx6HCdEdam4HI5jLiSsSIh7eEeSh20ds7++EzmZ81ceX3QTCUwVUSkuroaiYmJqK5u/svLUkM00kEL95EwtVz38ypw7HZuM+8wnD0X0yFXqCaTp3r5Qcg3XYNFdS0bIcD++Pp0m4YSuL0CXRhhg02nk1FSJW/W5ufuFTCKV4NbGD0DrK/6aWgPNDXmEMMx5DpvrdzOrk/ncjFRiiPA7odmSB1aczZXKgn+vaVaIRbyuXql8tpaL7SymqYl8A1BXYeWVVqNmlr23K5+sOJwtC+M+bvaM07K1bRi3Lp1S6/rXB1BEwv5sOO3/NHE0g7aTo2siCeiO2jdR31vLauuZVLLzYUxc4um6mVTjaqB+qwCwFZSHK0bQTN2Ps8uqcaMTXEs4bO/rmWZ6vSMJresGlceFAMAQr3EmNDDV/cbdKBOiy6skDWaWwyhPdxDqYPWjimvqcX+utQMRzsexnQ37EtnbRVHTZl9Y2vQAOCFwUHMzz+cum/08TRRKgl2xqUyv08zQJpWHwaE1Kc5/nal3uluGEEL8hDj8boaiZIqOTYcv9fssVnpjZ09dOypG02HvtIKKY6azYcNiqAJbaveojVQXCnDnotpAFTOjmaE2lj6B7tDnXl4+q5hdWi6uJ5RwkTBBoW46xQbUGNrogM5zaQf6gurVrWI7VCoRUjcxUIItLQg4HA4iPJTCYUUV8mRU67fd0YdQTNGIASwbIpjWmElDt3MBqCyxyPh2lU/NdMcEy1Qh9ZS9E9xtLwQiy40Mxt0RtDE9d8JW/i+Aqq5csam840c9wuphUbXaZmKY4n1C9YjIrwNUvtuiObCUa6RaY5tHeqgtWP+uJrBNHqe0LODQT3QgAYREQs/uB6/nYuzdYIYYiGftaLXUh4J80RQXW+sc/cLcSND/1q0mloFUgsqIKvVLjl86m4+oyA4uLO7QTVQ+tCnkxtTL6OpFKatiP+NEV2YFeqfYpNZqm/aUDeo5nE56BfU8gdtc4jKGII6gmbH48JHqn+apq2l87QGtp1NZeaWp3r5GR3h1kRqL0D3ujS6pJxykz3EHL2lod4Y0Xx6I2B7vdCMVXBUE9BEHZpCSZgHW1091qI0xFVu5zev5JiSX8GkxLoaqchryQja5jMpTO+zZ/t3bDIrIowlFGK7So7qFEcHO55W51uNtVoZNIXmvOwgaDozxd2pfiHXFhy0SlktZm2+gDt17X0CXB0wra42nRDg4A3biKIdvVXvoA1rYhFCX1hCITakfmuLUAetnUIIYaVmtCSioym1a8maoru5ZfjfzivMjXH2oE5Greio4XI5eH5QJ+b3jTqiaAolwbn7BVhzJAlTvj+L7ssOY8hnx/HQp8fwU2xyIwn7Hefqo2fP9O1o9Lk2RCzkM6vWmmh7SOvgbI/n+qvOoaZWia+OJTd53IziKqbnSU9/Z9bKaUvOUY2la9CUSoLUQtU4/F3tmxV/0IT9MGL91WJbp1quwOYzKQBUUswvDg42+Wc8pJF+eLIJNUelkhhUn8B6CNHR/0wTzTovW1gN1iWBbwhN9ULLL69h5l1dx9dUv0wqaN4uq/5JrO8916XlUXpAFbFVCxGY03koq5Zj14X6KLEu0acITan9bNtx0I7fzsWaI0korksvVQt+NFdfpHkfsPaiVXlNLTLrok8Odjydsu8OdnzmPmTKGrSWIKtV4pXtl5nUQXexENtm98HMAYHMPraQ5lgtVzCLtO5iIUultSV4m1DJsa1DHbR2yrX0EtzMrOvb4idletcYgqOd5SMLhRUyPL/5IqMaOSLCC/OGdTbZ8Z+I9mPqZf68loWsEnbagVyhxO6LaXj0ixOY8v05rPv3Ds7dL0RNXeQsu7QaHx5IwKBVx7D+vztYeTARk787iyN1q/OeTkKjV6CaQt3EV5OmhALmPhzCOB6/x2chtVj7KnesCeT11WimjFk64ppbVsPIAxtSfwY0SOW1gdViW2fPxTSmlmJ0Nx8EGJBOqi+DQ+sf4j/953YjMYsrD4owdPVxPLz6OE4kNZ8GmV5UyUQ2ovydGXXG5rC1GrQ/rtanN2uqMRqKfxNS+zl6Rug0H+KSCnRH0C6mFOLgjfo0wTkaqeYtgcPhMA5EWY35FlR2X0xn7nuTojvojBIHujkyDbwtIbWvD/8l5mDW5gtY9+8dzN5yEXKFkmlUratJNcCeE62p4iirVeLlbZeY6HWkHrLv6rRka0bQlEqCN/fEM3OTk4iPrc/3QUc3R4R6OSHUS6UqfTG1qNEziKU5e69AQ9nWo0U9UDXRTHE0ViikrUMdtHYKK3rWQrl3HpcD+7p0AlM9uIpEIoSHh0Mkanzzl9Uq8fL2S8wDQ4SPBGue7mH0hKGJvR0P0/upoku1SoLvTtxHYnYpjt/Oxfcn72HoZ8fx9t5rTFRJjZ+LPSMyAqhWmlcfTsK3J+4hLrmQWR2e0ttfZ+qIMWjWoalpapXb2cEOrw4NAQAoCfDr3dpGNk8tqMD3GlHEwUY6aL7O9cePS9Fffc8UnE8uYH42NL1UM1JsqnYSuq7z1kytQsm6Zl4eYvroGQDEBLgw6bb55TWY+VMcSuqUS+OSCzF943k8KKxESkElnvsxDsv/TACHL9Bq80pZLX7V6GM1XM/oGcCuQbN2iuOZu/lMvai/qz0GhbQ8EtVUL7TmJPbVuDjaMXWe94vk4Am01wgTQrD8r1vM7wsfDTU41V4b6sUnc0XQFEqCn2LrMw+eH9hJx96qpuZdvFVRtJSCCoPaQxiKPnPLvbxyzPv5KnNfupRahJUHE5kH8eZUV20hxVGpJHhrbzxzzUvtBVjxeLdm36fuhVZWXdso06WlGDKfE0Lw0Z8JjECbkM/Fpud6s3qKjelWrwfw9/Vsk5xjS9FM/R6mh7Jtc5gqgtZW76GaGD8TUlodpdVyZnIQC/kYa6A4iCZiER9VcoVJaoqq5Qq8++t1ZBZXYem4CET61kf1FEqCt/fGIy5Z9WDv4STExud6tajPT3PM6N8R3524D5lCic1nUph0rYb0C3LF5F7+6Bvkhg510vMJmaVYf+wODt7IhmZ2VQdnewzu7I6XzPTACgDRAS6w43NZdXC6IgGzBgZiy5kUZJdW49/EPMzechGzB3XCgGA3/JeYi/m7rjI3X39Xe6NTGyJ8JPBzsUd6URXO3CtAUYUMLkY0pNUHpZLg62N3seZoEvOaoWql5oigcTgc8HimU/G0Ff6+kc2qtWxJZF4fuFwOvp0eg0kbzuB+XgXu5VXghW0X8crQYLy6/TLzoKlm4+lknLlXgJeHBiOruAopBRW4n1eBlIIKRiJdjb71Z0B9ylR5TS3yreigEUKw6tBt5veFj4YapYToI7UHn8tBrZLgQWH9Cr4hTbB7+DsjtaASNbVKrPg7Ea8P69xIgv6v61lMC49QLzEm9/Jr8TlroumgEUJMkgKvyeGb2UivE095KNQDnb2an1PCvSW4ll4CQoDE7DJEB7gYfR5VMgW+O3kPQj4Pk+tqPZubW8qq5Xhx68VGi02bTtc7nM2lOGput1ZWwYq/bzERYyGfix9n9tLr79BQ2EczWtxS9J3PFUqCdUeTmGcKHpeDr6dFo08ndm33mO7ezD3rr2uZmD1I9wKAuSCE4L86gRA7PtfoRVqAHUHLMiKC1lbvoZpQB60d8sfVTOYBZmJPX6OcHLGQj7yyGpOkOH76z238dkW1kv3Ut2ex9ukeGBHpDaWS4N1fr+F3jcn4h2d7tbgfV3N4Ookwsacvdl/U3ofkkTBPzH04GDEdGwtmRPhK8M0zMbiTU4Yz9wrgLRWhpwEpU8YgEvDQq6MLzmiIp+hajRYJeHhjRCje2nsNAPBfYi7+S8xFoJsDUjQk6YM9HPHdjF7gGxn543A4GN3NB9+fvA+FkuBwQjae7m1aNUtN8strsGDXVZYU++DO7pjYU7sUdlOYQySkpqYGWVlZ8PHxaTONNgsrZPhWQxXUXNEzNc4Odtg8sw8mbYhFfrkMccmFzAIOAAwJ9cDgzu749J/bkCmUSMgqxes/X9F5zFAvMcK8DXPgPZ2EKK+ptWoE7XBCDuLrHJ0uXk4YH2XYNd4QHpcDPxd7pBRUIq2wknFyNJ3Zhi08GtI70JV5gN58JgW7L6Zh5oBAPDcgEJ5OQsgUSqz6J5HZ/93R4UbPMWqc6pRXFUqCKrlCL0VOQ9B0ZvR9eA7TWBhKzDKNg/beb9eZe+bao0mY3Msfz/btAEFNida5RakkWLDrKu7lqTJAung5YXQ3H9YCFqBbwRFokFVgwRRHhZLg+O1cbDmbipN16YFcDrB+WrTW+7E2GvZCM4WDps98fuZuPpb/dYvVrHzVE921LgiFeDohzNsJidlluPygGBnFVcwisCW5mVmKrLoo14BgN5N8jzQj7zlGRNDa4j20IdRBa2ck51dgq0ZEaFof4wQr1NLpFTKFUSuVJ5Py8KNGykilTIGXtl/CopFhSCuqZJwlPpeD9dOiWUXo5mDRqHBUyhQoqZLDWyKCt1QEL4kIvQNdmVQVXXT2ctJrNc/UDAxxZxw0fRrVPhnjh4qqGnx9/C7yKlROu6ZzNqqrNz57KsokaUcAGAcNAP66bj4HLT6tGC9uu8g8UHI4wPxhoXjtkRCDBEIAtsy+qRw0pVKJ8vJyKJXaVT/NCSEEZTW1KCiXobCiBgXlMhRUyFBYIUNBuQxl1XL07uSKJ6L9mrRVabUccfcLce5+Aa6kFeNeXjnTHB0AunWQMr35zEmAmwM2PdcbT39/lqkxBFRNpr9+pieEfB4GBLvj9V+u4G6dUpomro52CHRzQKC7I4LrWlAYOod5OAlxP78C5TW1qJTVmtwZaA6FkmC1RvTszce6GHyNa8PfVbVQU15Ti6JKOVwd7RqoROqeX57q5Yc72SXYGZcGuVI1p39z/B6+OX4PEhEf7mIhE20dFOKOoaHGiYNo0jAFz5R/k7jkQlxMLQIAdPYUswRrdBFuYiXHwzezGecMUAk+bTuXih3nU9HVS4Q+wWWIDnRHpK8ERZVyJGSW4mRSHiOGI7UX4PtnYxDg6oBr6cX4V0NK3dZSHGW1Smw9m4ItZ1OYa0bNise74VEDot6stGQTCfs0NZ8TQnAjoxRrjyax7AsAS8aE48mYpiPGY7r5ILGul+TB61lG12a2hH9Z6o3GpzcCqoVhZwcBiivlRqk4WvMeaimog9YOyCurwZ/XMvH7lQzEp9dLx/fwd2blPbcE9YO7QkmQW1bTImnnogoZ3twTz/we6CxASrEchACfHKxfYeVygC+n9jRoMm4pro52WD8t2uyfY2r6azwUN+yBpg0Oh4One3VAT2kV7smcsC0uA1ceFIPLAd4eGYaXHgoyaXpQlJ8UHZztkVFchTN381FcKYOzg2nTHP+8lok3dsczwi3uYiG+nNIDA1rYZFvcgqasqu9DNTydRCZ5WNZFcw5XQUVNo5/VDdObYs+ldGw9m4KPJnRlVvofFFRif3wGDifk4EZGCaPmp425D4eYPK2sKaL8nfHV1Gi8tO0ilET1YLN2Sg+m1jPCV4IDrw3CrvPJSErLRo/gDgj1dUEnN0dITdBAu+EDX6C7ZW+rv1/JYGS6owOcMdxEIkQN69BcHe0MSnEU8nlY9FhnPOyrxOE0YO/lLMgUqu9kaXUt0xSZwwHeHR1m0uulYZ8uY1oOaHIzswQvbrvI/G6IgnC4t+kctKIKGd777Qbz+6MRXjhzNx8VMgWUBLiWXY1r2Q+A2Ada36+KOvVk6nFXPxWFMV+eQmZdRENXk2oAEPC4EAm4qJYrze6g1SqUeHXHJZbKKqBKu58/LBRP6HBytKH5fU3MLkV6USV+vZyBkio53h0d1qKSj6JKGVKLZajIKIWCU4HCChlO38nHsdu5jVKoI30lWDwmXKuolyaju/vg8yOqyOaf16zkoCVq1J8ZUJvbHN4SEYor5cgtrdFrYb9KpsDx27mI8nc2W+aULUIdtDZOtVyBIZ8dYzVyBAABj4PXh4UYffyeAS44d1+VVrT5TAreGRlm0PsJIXj31+tMetDAYFe800+Mwxk8rD9eH1HjcIAvJvfA6G4+Rp9zW6Z7BykifCRIyCrFiEj9HVkel4NRkV6Y1CsQSTllEPF5ZlHfU6U5euOHU8moVRIcvpmDyb39jT5urUKJKrkCP55OYaXr9A50wdfPRLP6VRmKISmOhBD8fT0bHx64idyyGjgJ+ejZ0QW9OrqgawcJPMQiuInt4MjTvepXVi1nHCqV46VyuhgnjPlZ9U/94GtKbmSUYtI3ZzC2uw/Si6qYWiFteEtECPJwRJCHI/oFuWFkV2+Tn48uHo3wwuEFDyGjuBqDQtwbOcX2djw83asD7rlUIzjYG/b2prvJa15beeU1CHQ3rsdhrUKJW1lluJtXhnu5FbiXV468shr08HfGqG4+6OnvDC6XA6WS4HpGCet6f+sx0zk6DR20Hv7OjINmx+c2G2VR4+7Ax/ujg/HasC7YejYVNzNLcD+vApklVSAEmDOoE6ve2BRofmdvZ5cjxNP4bIaEzFI8s/E8Eynu1dEFk6L1dw6kDgJmcSoxuwxKJWmxwNWyAzeRXycTPyzME9/PiEFpVS22n0/F9nMpyCppOjIk5HPxwbhIDO5cH7F0cbTDV9N6YsamOFTKFHhIj2imk0iAarlpyhuaQv18oOmcDQn1wHMDOmJIqGeLFr80HbS1R++wtr228wouphThvdHhetVwJudX4LNDiRpCHk3L4ntLRHjrsS54vGcHvf7uwR5ihPtIcCurFFfrshSCPcTNvs9U5JRW41rdgn6Ej8SkjpGXRITE7DLIFEoUVsh0KqDmllXjuR8v4FZWKRzseFg3xTKL9LYAddDaOCIBD0O7eDATSKSvBBN7dMD4Hr4mWVWcOSAQm04lQ6ZQYvvZVLwyNLjZAmNN9l5Kxz83Vefm7CDAignhKMtNx9whnRDq44y398ZDoST4eGI3g2uH2iN8Hhe/zR2A7JLqFjfDDjVzaubobj744ZTK+f7repbeDtrd3HJ8f/Ie0ouqUFIlR3GlHKXVclTLFVojQk9E+2HFpK5NNo/VF7ZISNP1FulFlXj/9xs4drte1r2sphYnk/KYeglNHAUcuDvlwsNJ5bTJFQQZRVXILK4ymVqkJnwuB66OdnB1tIOb2A5ujkLVz452cBMLmdcramqx8mAik17zp5ZePF28nNA/2A39gtzQL8jV5FHQlhDi6WSSB3FDMUUvNFmtEmfu5eOfG9k4nJCDworG0vQXU4uw8XQyvCUixHR0wYWUQlbd2+DO7qwIurFo64WmVl3zlogMdgR9ne2xaFT9Al61XIGy6lq4i01/7UT51zt87/12HRG+EnRqoeOsUBJcSCnEK9svMc5ZTEcX/DSrt8FCLOE+TsgorkJ5TS3Si6patAj2z40sprZPIuJjxaRu4HA4kDoIMPfhEDzfrwPirt9GuZ0rbudVIzGrFBJ7ASJ9JYjwkSDcV6L1Hh3T0RXH3xyKmlqlXnVZTnX15+aU2V/1z23suaQqb7DjcfHjzN5Gt3vx0OEMAKqF5qtpxfj6megm677yy2vw1b93sOP8A9TqSCUQ8rnoH+yGYWGeeDLGH/Z2ht2LJvXsgI/roq2bY1PwfxO7GvR+YzicUB89M1VUXo13g2bVTTloDwoqMePH80itK7uolCnw4raLeG9UOJ7pZdlFQGtAHbR2wLQ+HRHo5oiJPTuY/OHbSyLCpOgO+OVCGspqarHj3AO8MrR5cQBCCLaff4CP/0pgXls5qRs6uIpRwvOBQCDA+ChfPNzFA1VyhVERkPaGkM8zyDkTCATw8VHZ3BL08HdmVpJj9UxzTMgsxbSN51h1Tk3B4QDvmDA9U1NER9tqcaWsFj/FpmD9f3dZ6oHd/aTILK5mVrobUiEnqCisQmqDmgp90dfhcnNUbZPY8/W2x6AQd2w9m4o1R5IYZzHcR4LxUb4YF+UDPxfTR1fNjbmuc81eaF8cuQ0HIQ9DQz30tvXhm9l4Z981FOlxbQOqB5q/rrOdZldHOywZE6H/SeuBpvNw9FYOauQKJi1R3ybYumwuEvAgEphHhW1CVAf8dS0LR2/loqRKjjlbLuC3uQO1Oia5pdVY+U8iTtzOg7ODAJ3cxejk7gCxUIDLD4pwObWItWASHeCMzbN6s9Io9SXcR8JEgxKySg1y0HJKq/HblQx8d6JeiGfZ+MhGC60CgQBdg/0hlUoxhm/YI54hYlbqKGV5TW2Lo4FVMgWupBUxAj+ZxVVwdrCDu9gOXA6HcRI4HGDtlB5GO2cA0NlLDG+JCNml1fCSCDEp2g9Pxvjh/P1CLNt/EzKFElfTivHI6uOI8nNGTKALYgJcoCAEV9OKEZ9WjCsPillzvbvYDgMCpZCK7eEoFMDRjofIDhL0D3I32CnTZHJvf6w5moRKmQJ7L6XjjRGhZl8MSy+qxLqjd7Dvcr1Imqnqz9RoCgztPP8AYhEfWcXVEIv46OorRdcOqnTg2VsuMv3qhHwuamqVIAT4+O9buJdbhvkP+VrsucUaUAetHTCos7tJJramePGhIOy6mAZCVOpWswYG6rzxZpdU4+1911hRhadi/DCyqyp90c2tfhXYSSRo0Y2Qoj98Pp9lc3PD4XAwqqs3Np6uS3NMyMHkXk1H0W5lleKZBs4Zn8uB1F4Aqb0A9nY82At4sLfjQWIvwJTe/qz0HWOx43OZm4NmvUW1XIHt51Lx7Yl7yC+vj3h4SYT4cHxXPFaXYvqgsBIXU4qQWliJgvIaJnUxv1yG/PIa1jHteFz4OovgI7WHh5PpHC5D4fO4eH5QJ4yL8sXJpDx095NaRfTGlJjrOu/u58xI0t/Lq8Csny5gcGd3vDc6nCUMoY0jCTl4dcdl1iq8fV3WQ3SAC4I9VeIlTiIB/kvMxd/Xs3DqTh7kCgIhn4tBIe4YHuGFERFeOtOEWoJmFOXKA9VDqRp9BIgAy88tarhcDtY83QOTvjmDO7nluJdXgXk/X8HG53ozaXEKJcG2syn4/HD9IkRBhYxRONRGdIAztjzfp8X3pDCNOrTLD4oQHeAMDocDRyFPq5AJIQRHb+Vix3mVaqFmsGZ4uBce15JVYimbq21ACFApVxgkJJVZXIVPDibinxtZjbMfCiob7f/RhK4mK28Q8nk4OG8w0ouqEOErYa6HYA8xuvtJ8cqOS0grrEJNrRJxKYU6e3Y62PHwwuAgvPhQkFla/kjtBZjcyx+bz6SgSq7Az3Fpei2At4S7ueX4KTYZuy+msf4m/YJc0c3E7VJ8NBy0Hee110lqEuIpxpbn+2DXhTR8+a8qLfWXi+m4kFqEqX0C8HhP3Y3iWyscQojuanFKi7h8+TJiYmJw6dIlREe3PrEJQ3l1xyUmjfLjx7vimb6N1SGVSoLfrmTgoz8TUFJV/7D9TN8AvD82AiIBD7W1tSgvL4dYLAbfwNU/Ssuwhs0vPyjCpG/OAACGdvHA5ll9tO53O7sMU384x6R89QxwxqbnesPFQWAxEQoA6LX8KPLLVTVlj3X1RnGlHNfSi1kpZlwOMKNfR7z5WJdmH+A0ba4AB4UVMvC4HLg7Ck3aeJ1Sjzmv88sPivDRgQRWnR6Xo2o1MG94Z61ptscSc/HitovMw9DQLh6Y2icAD3X20LnqXlotR2p+JUI8xUatzuvDhK9jGfl+NVwO8M0z0cyCmi6sPZ+nFlRg/PpY5n7T3U8Kd7EQdjwuUgoqmDReQPWwXaskrD6SgEpkqE8nF/QPdsdTMX5GRf3u55Xjkc9PNHqdwwEei/DGa4+EML0D7+eV44P9N1ltQtQMCfXAF5OjtD6UWsrmr2y/hIM3VPf8s+8+Ah9p8zVKNbUKbDyV3CjbQI26p6AmCx8NxevDOpvmpPWgpEqOzw/fxrHbuY0UI9X4SEV4NMILrz0cAk+JyKw2T8mvwMOfHwchqs89+fbDjACSsSiUBP/eysHWs6lMw281EhEfLw0JxqyBgSZXpk3ILMXoL0/ptW+UvzM2z+zN9Ez9/UoG3t57jVV3LeBxMCzMCw5CHrMAWiVTwMXBjskycXW0Q3SAi0F9Lq0NddDMRHtz0K6lF2P8+lgAqtqF/94YwuppczWtGB8euMlehXUS4tMnu2Nol/r85qqqKty7dw/BwcEmLeSnNI01bE4IwcCV/yGzpBp8Lgdn3x3GKt6uqVVg/9VMrDyYiII656yHvzO2zu5jUI2jqXh49XEk5ze9sj62uw/mDw9FiKd+Rdz0Orc85rY5IQR/XsvCqn8SmSbGgKpeb/VTUejmV78KfeqOqjG82hl4vGcHrH4qyuyKn4ZSXCnDqTv54NZFecRCPvxdHfSuX7aF6zz2bj6e/TEOCh21Qk/38sc7o8LgbC9AVmk1UvJVSnyRdbVrploMUigJ+q44yoq4N2RYmCeCPcXYHJvCegjt4GyPJ2L88ER0B50p7Jay+dt745n2N7MHdcLi0eGsxaXUggrsv5qJ4io5amoVqJErcTG1iDWPujra4bFIL/Tp5Irega7wc3FArUKJwkqVCJKAx9V7TjUHuaXVuPygCFfSisHjcNDdzxk9A5wbXf/mtvmcLRdx9JYq3fPLqT0xPkqlNFlYIcPRWzngczkI8hAjyMOx2ftjVkkVTt3JR+xd1b+G16KDHQ/PD+yEFx4K0lsIqCUcS8zFjYwSeEtF8HW2h7dUhIJyGW5klOBGZgluZ5ehi7cT/m9C10bRySsPirD8z5u49KCkiaNrZ2qfAHwyqZsph2FWaIiCYhK6+zljUIg7Tt/Nx4PCSmw6nYwu3k6olClwNCEHv2r0awFUD7TLJ3a1CXEBiuXhcDgY1c0Hm+rSHAd/+h+Gh3thXJQvkrLLsOVsKqt2K8qKzhkAPNTZvZGDxuWo0owWPBrabCobpe3D4XAwLsoXj0Z44YeT9/Hlf3cgVxDczinDxG9i8Wi4Fypktcgvl+Febjnz8D22uw8+e7K7zTlngKoZ+Lgow2XHbYmBIe5Y8XhXLP3jJtN6Q02YtxOWT+yKXoH1TY47ONubrSkwj8vB19OisetCGqprFVAoCZRE1bdRHY3/NzGX1TOrg7M93h8bjhER3jYVXR/Z1Ztx0DadTkZ2STU+nxwFDgf4/sR9fHXsbqNopBouB3i2fyAWPBrayAng87jwdBLZRN25p0SEkV199IoWm5PnBwUyDtqm08kY190HJ5Ly8Oaea41qnJ0dBOBzOVAoCRRKAkIABan/uSnF345uDpjRryOeivE3SfuR5ng4zBMPN5DuD/YA+nRqvuF4zwAXbJ8VgxOXExFXwMcf8dnMQi6g+p4J+dxG6uVujq3reZM6aBST8crQYCZMrtm/TJMQTzHeHxuBISZsSkppnTwZ44efYpOhJEC1XIk/r2VpVQwcGOKGb56JsZpzBgAfjIvExJ4dUKskcLYXQOqgqn8zViGS0vYQCXj437DOGB7hhTd2xyMhqxQKJWHUajUZGemNNU/3YGUbUEzP070D8GSMP6rlCtTUKiGrVYKAtEiN0lj6BrmhbxC7RqxarsCei2nYcPwe04tMwOPghcFBeO2REIs3P9eHR8K8sHxiVyz94waURKXIq1ao1NYUXk3vQBd8OL6r0T1Y2xP9g9wYyf34tGK8uuMyk17aEH2EtNSIhXwMCHbD1L4BGNLZw6YWAPTBTyrAkOhgLBodqWoPJODBXWwHiUgALpeDarkCxZVyFFTUoKhCDh9n6zv9hmB733oboaCgAMuWLcP+/fuRm5uL0NBQzJs3D88//7y1T81mGRDshih/50Y1C4Cq2HXB8M54pl9Hk+VPU1o34T4S7H9tEHZdSMOf1zJZKnZcjmqFdvagIMR0dLHiWdadD5eDngHWPw9K6yHcR4I/XhuI9f/dxdfH7jJCIAIeB+5iIUZ388E7I8PofGgheFwOHIV8ONqgloBIwMOM/oF4uncAfr+agaTsMkzpE2DV9D59mN6vI3ydRXht5xVUyhSsGkwel4PnBwZiZFdvCPk8CPlciEV8vWrVKGw4HA5mD+qEN/fEAwDLOXu4iwcGBLvjfn45018QALgcDngcDrhcDrgc1e9cDgcSez76dnLD4M7uiPJ3bhPzjx2fy9RuaiIS8OAt5cFb2rocMzXUQdNCRUUFHn30Udy4cQNz585FWFgYdu/ejdmzZyM7OxvvvfeetU/RJuFwOPh6Wk9sO5cKhYLAQciHWMiDi4Mdhod7MUWeuuByubC3tweX2/onjdaCNW3etYMUXTtIsXRcBE7dycN/ibmQ2gswpXeAXr14Wiv0Orc81rC5gMfFgkdDMXtwJ+SWVsNDLDKr+qatQa9zw7Djc3Uq2uqDpW3+SJgXdr3YH89vucBIokf5O2PF411N3oDcVrGEzcdF+WDlwUQmpVHI52LxmHDM6Nex3cwnmrSHuYWKhGhh1apVWLRoEXbs2IFp06YBAJRKJUaOHIkTJ07g7t278PfXPYm2N5EQCoVCoVAo7ZPM4ipsPpOCzp5iTIr2s8maytbO7gtpWPTrNUT4SvDF5B4m72tLsS2og6aFiIgIFBcXIyMjg7UyceTIEYwYMQIrV67EO++8o/MY1EGjUCgUCoVCoZiKSlkt7AW8dhk1a2+03dhgCykpKUFiYiL69OnT6AvQt29fAMD58+etcWrtgqqqKty4cQNVVdr7j1BMD7W55aE2tzzU5paH2tzyUJtbHkva3MGu/aRI66I9XOfUQWtARkYGCCFaUxglEgmcnJyQnJxshTOjUCgUCoVCoVAobR0qEtKAkhJV4zuxWLt6koODAyoqGjesDQoKYv1eU6Mq5KyurmZ5+DweD3Z2dlAqlcw+mqibHNbU1ECpZPerEAgE4PP5qK2thVzOllLlcrkQCoUghKC6urrRcUUilZywruMqFArIZOymhRwOByKRSgFH20qFUCgEl8uFTCaDQsHuOcHn8yEQCJo9bnV1NdSZtmqbqM9RLpejtraW9V59bah5XDV2dnbg8Xhms6Gu4wKWsWHDseprQ01b6mPDlvxtjLVhU38bU9jQkn8b9dhra2sbfS6dIxof15TXd01NDZ0jGozVnPMswJ5b6BzR+Lim/Nto/k7nCPNf33K5nDW30DmiHnM+R6hpuL01zBH6NjOnDloDmivJI4QYpBqTnp4OiaS+34dUKoW/vz/kcjnu3bvXaP+uXbsy72v4h/bz84OzszNKSkqQlcXuFyUWixEYGAilUqn1uGFhYeDz+cjOzkZZWRlrm7e3N9zd3VFeXo60tDTWNpFIhJCQEADA/fv3G9knJCQEIpEIeXl5KCoqYm1zd3eHt7c3qqqqkJKSwtrG5/MRFhYGAEhJSWn0Ba2pqYGjoyMKCgqQn5/P2ubi4oIOHTpAJpM1GiuHw0FkZCQAlQ0bfgn9/f0hlUpRXFyM7Gx2HxEnJyd07NgRCoVCqw3Dw8PB4/GQlZWF8nJ2nxcfHx+4ubmhvLwc6enprG329vYIDg4GAK3H7dy5M4RCIXJycpgFAjUeHh7w8vJCZWUlUlNTWdvs7OwQGhoKAEhOTm40oQQFBcHBwQH5+fkoKChgbXN1dYWvry9qamqY81X/z+VyERERAQBIS0trNAEGBARAIpGguLgYOTk5rG0SiQQBAQFN2jAiIgIcDgcZGRmorKxkbfP19YWrqytKS0uRmZnJ2ubg4ICgoCAQQrQet0uXLuByucjOzkZpaSlrm5eXFzw8PFBRUYEHDx6wtgmFQnTu3BmAyoYNb5jBwcGwt7dHfn4+CgsLWdvc3Nzg4+ODmpoa3L9/n7WNx+MhPDwcAPDgwYNGE7qPj6rxaWlpaaPvDZ0jVDQ3RwQGBkIsFhs8R6Snp8PZ2Zn5mc4Rzc8RDc9J3zlCfR1pjpfOESqamyM6duwIJycnFBYWIi8vj7WtuTlCDZ0jWjZHtPQ5Ij09nc4RdZj7OUJNQzu1hjlCfQ9vDioS0oDr16+je/fueP3117Fu3bpG252cnBAZGYlz587pPI5aJCQ2NhY9e/ZkXqer442P2zCClp6ejk6dOsHR0ZFG0Cyw8lVaWor09HT4+fkx50kjaKY7blMRtOTkZHTs2BF8PnudjM4RjY9rqgia+jpXO2h0jjDv6nhZWRlSU1NZcwudIxof19QRtPT0dAQHB4PL5dI5wkIRNPXcYm9vT+eIOsz5HFFdXY179+6x5hagdcwR+kbQqIPWgLKyMkilUjz++OPYt28fa1tJSQmcnZ3x5JNPYs+ePTqPQ1UcW4ZSqYRcLodAIGjT/S1sCWpzy0NtbnmozS0PtbnloTa3PNTmlqc92JymODbAyckJ4eHhuHDhQqNtavXGAQMGWPq02g2aq0QUy0BtbnmozS0PtbnloTa3PNTmlofa3PK0B5u3TbfTSKZPn460tDT8/PPPzGtKpRKrV6+GUCjE1KlTrXh2bRuZTIa0tLRGIWSK+aA2tzzU5paH2tzyUJtbHmpzy0Ntbnnag82pg6aF+fPnIyIiAjNnzsRbb72FH374ASNGjMCRI0ewfPlyeHt7W/sU2ywKhQIlJSWN8n8p5oPa3PJQm1seanPLQ21ueajNLQ+1ueVpDzanKY5asLe3x/Hjx/Hee+9h69atKCsrQ5cuXbB161bMmDHD2qdHoVAoFAqFQqFQ2ijUQWsCDw8P/PDDD/jhhx+sfSoUCoVCoVAoFAqlnUAdNDOhltq8deuWlc+kdVFdXY309HSUlpaymhFSzAe1ueWhNrc81OaWh9rc8lCbWx5qc8vT2m0eFhYGBwcHnftQB81MqBsqTp8+3bonQqFQKBQKhUKhUGwCfVpw0T5oZiI/Px+HDh1CYGCg3k3pKMC4ceMAAAcOHLDymbQfqM0tD7W55aE2tzzU5paH2tzyUJtbntZuc30iaNRBo9gUQUFBAID79+9b+UzaD9Tmlofa3PJQm1seanPLQ21ueajNLU97sDmV2adQKBQKhUKhUCgUG4E6aBQKhUKhUCgUCoViI9AURwqFQqFQKBQKhUKxEWgEjUKhUCgUCoVCoVBsBOqgUSgUCoVCoVAoFIqNQB00CoVCoVAoFAqFQrERqINGoVAoFAqFQqFQKDYCddAoJuf8+fPg8/k4evRoo20XLlzA6NGj4ezsDJFIhOjoaGzbtk3rcQ4cOID+/fvDwcEBXl5eePrpp3Hz5k2t+/75558YMGAAJBIJ3N3dMX36dKSnp5t0XLaKpe1dW1uLzz//HN26dYNIJIKTkxOGDBmCv//+2+Rjs1WscY1rcujQIXC5XCxZssTosbQWrGHzpKQkTJkyBR4eHhCLxejVqxd+/vlnk47LlrG0zQkhWL9+Pbp27QqhUAhXV1dMmjQJiYmJJh+braLL5rGxsRg+fDjEYjHc3NwwZswYnD17Vutxzpw5g+HDh8PFxQXOzs4YP348EhIStO67ZcsW9OzZE46OjvDx8cHcuXNRVFRk0nHZMpa2eWVlJZYsWYLQ0FAIhUK4uLhg1KhRTR63LWKN61yT7777DhwOBxs3bjR6LGaDUCgmJCkpifj4+BAA5MiRI6xt58+fJ0KhkEilUrJ06VLy1VdfkV69ehEA5JNPPmHtu2HDBgKAeHp6kg8//JCsXr2ahIWFEScnJ3Lq1CnWvjt27CAcDof06tWLrF27lnzwwQfEycmJ+Pn5kZycHLOP2ZpYw96zZ88mAMhjjz1GvvrqK7Jy5UoSHBxMAJBNmzaZfczWxho21yQ3N5d4e3sTAGTx4sVmGaOtYQ2bX758mUilUuLp6Uk++ugj8uWXX5KYmBgCgHz11VdmH7O1sYbNFyxYQACQPn36kK+++oosXbqUSCQSIpVKSWJiotnHbG102fzAgQOEz+cTsVhMFi1aRNatW0f69u1LBAIB2bNnD2vfY8eOETs7OxIaGko+/fRTsnLlSuLt7U0kEgm5desWa98VK1YQAGTYsGFk/fr15I033iB2dnYkKiqKVFZWmn3M1sbSNlcqleTRRx8lAMjTTz9NvvnmG7Js2TLi5eVF+Hw+OXTokEXGbU2scZ1rkpiYSBwcHAgA8sMPP5hljKaAOmgUk/Hrr78SFxcXAkDrF2/MmDEEADl9+jTzWnV1NQkNDSVCoZAUFxcTQlQPoPb29sTFxYU8ePCA2besrIwEBQWRzp07E5lMRgghpLy8nLi7u5Pu3buTqqoqZt+TJ08SAOSVV14x55CtijXsHRsbSwCQGTNmsD6rpKSEdOzYkUilUtbfoa1hDZs3ZPz48UQoFLYbB81aNo+KiiISiYTcuXOHea2mpoZ06dKFSCSSJv8+bQFr2DwnJ4dwuVwSERFBampqmH2PHTtGAJApU6aYc8hWR5fNa2pqiK+vLxEIBOTy5cvM6zKZjAwYMIC4urqSgoICQojKAYiIiCDe3t7Ma4SoHopFIhEZNWoU89qDBw+InZ0dGTlyJFEoFMzr27ZtIwDIqlWrzDlkq2MNm+/YsYMAIEuWLGGdy4MHD4hUKiWhoaHmGq5NYA2bayKTyUhMTAxzD6UOGqXNM3r0aAKAREREkKlTp2q9qYeGhhJnZ+dG73399dcJAHL27FlCCCFbt24lAMgHH3zQaN+1a9cSAOSff/4hhBCya9cuAoBs2LCh0b4DBgwgEomEdbNvK1jL3kuXLiUAtEZ45s2bxzpuW8NaNtdkw4YNhMfjkZUrV7YLB81aNlcvRGjb98CBA+TDDz8kubm5xg/QBrGWzc+cOUMAkPnz5zfaVyKRkC5duphgdLZJczZXLzg+99xzjd77+++/EwDk22+/JYSoopsAyDvvvNNo32nTphEul0syMzMJIYSsWrWKACAHDx5k7adUKkmHDh1IWFiYCUdpW1jL5s8++ywBQNLS0hrtO2HCBAKAZGVlmWiUtoW1bK7JO++8Q5ycnJhnGVt20GgNGsUkJCYmYsWKFbh8+TJCQ0O17hMeHo6SkhJkZGSwXr9z5w44HA46dOgAAEhLSwMAREVFNTpG586dAQAXL14EAJw7dw4A0K9fv0b79u3bF6WlpW2yfsFa9l64cCGuXr2KXr16Ndo3JycHAMDj8Vo4KtvGWjZXc/v2bbzxxhtYvHgx+vbta/R4WgPWsvmxY8cAAKNHjwagqo0qKysDAIwdOxZLly6Fh4eHscOzSaxl85CQEAgEgka1adnZ2SgrK4Ofn59xA7NhmrO5Ke+JSqUSFy5c0Lkvh8NBnz59kJiYiJKSkpYOy6axls0///xzXLp0ifmOaNLe76HmsrmaEydO4LPPPsO6devQqVMn4wZjAfjWPgFK2yAhIQFCoVDnPp988gni4uLw5JNPYs2aNfD09MSWLVtw8OBBzJ49G/7+/gAAsVgMACgtLW10jPz8fABAVlYWADBCIOr3aqK+oScnJ6N79+4tHJltYi17S6VSrZPn3bt38euvv8LFxUXr9raAtWwOAHK5HNOmTUNkZCTef/99nD592lTDsmmsZfNbt24BAJycnDBnzhzs2rUL5eXl8Pb2xhtvvIE33ngDHA7HZOO0Jaxlcw8PD6xatQpvvvkmlixZglmzZqGgoAALFiyAQCDAe++9Z8ph2hTN2dwc90T1vmKxGM7Ozk3um5KS0ibndGvZ3N3dHe7u7o32O3nyJM6dO4fIyMg2u/hjLZsDQHFxMWbMmIEJEyZg1qxZ2Lx5c8sGYUFoBI1iEpq7oQNAWFgY3n//fVy6dAn9+/dHcHAwPvroIzzxxBP49ttvmf0GDRoEANi5c2ejY+zevRsAUFVVBQDM6p76i62Jg4MDAKCiosLA0dg+1rK3NkpKSvDkk09CJpNh6dKlsLOzM3Q4rQJr2nzJkiVITEzE9u3bwee3n3U1a9lcrWA3adIk3Lx5E+vXr8f27dvRpUsXvPXWW3jjjTeMHputYs3rfNq0aZg4cSI+/vhjhISEoG/fvoiLi8P27dvxyCOPGDs0m6U5m/ft2xd8Ph+7d+9GbW0ta5sx98SSkhKt+2nbt61hLZtrIy0tDdOnTwcALF++XM8RtD6safOXX34Zcrkc33//fcsHYGGog0axGK+88gpeffVVREREYOPGjdi3bx/mzp2L33//HY8++iiTQhQdHY3x48fj8OHDmDVrFuLj45GQkIDXXnuNCWsLBAIAqtSjplBv43Lb52VuDns3JD8/H8OHD0d8fDwmT56MefPmWWx8tog5bH78+HGsXr0aq1evbjLlrD1jDpvX1NQAABwdHXH69Gk899xzeOaZZ/Dff/+hT58+WLduHZKSkqwzYBvAHDbPyclB37598dtvv+H555/Hnj178OOPP6J3796YMmUKvvzyS6uN19p4eXnh1VdfRUJCAiZMmIC4uDgkJSXhww8/xI4dOyAQCFp0T6T3z6Yxl80bcv/+fQwdOhRpaWl46623MHHiRJOPpbVgLptv3boVu3btwqZNm7RGL20WK9W+UdowH3zwQaPiz9u3bxMOh0MiIyMbqfxt2rSJACCLFi1iXisrKyPTpk0jHA6HUfvp3bs3OXr0KAFA3n33XUIIIZMmTSIASGFhYaPzWL16tdYC6LaGJe2tye3bt0lISAgBQCZPntymVe0aYimbFxUVEX9/fzJ48GCSl5fH/FMXTC9cuJDk5eWR6upqi43dWljyOh8/fnyTBeTff/89AUC++eYbM43UdrCkzd977z0CgPzf//0f65gKhYIMGTKEcLlccvPmTTOO1jbQZnNCCJHL5WTevHmEz+czdgwNDSWxsbFEIBCQqVOnEkIIWbhwIQHAUsFTs3fvXpaoVnR0NJFIJFrP47XXXiMAdMqVtxUsaXNNzp07Rzw9PZm5vD1hKZsnJycTiURCpk2bxrqHfvXVVwQAWbNmDcnLy7PJ55f2uTRCsTjXrl0DIQTTp0+HSCRibXv22WchEolw6NAh5jWxWIwdO3YgIyMDJ0+eRFJSEuLi4pji2ZCQEABgCj21NaXWlaPc1jGXvdWcOXMGAwYMwN27d/G///0PP//8c5NRtvaCOWx+9epVpKWl4dSpU/Dw8GD+qVdZv/jiC3h4eLSr5smamOs6DwgIAAB4e3s3+kwvLy8AaLPiCc1hLpvHx8cDAObMmcM6JpfLxQsvvAClUqm1qW17gc/nY+3atcjJycGpU6dw/fp1JCYmwtfXF3K5vEX3xE6dOqG0tJSJeDbcl8vlahWzaC+Yw+Zqfv/9dzz88MPIy8vDqlWr8Pnnn5t5NK0DU9v8+PHjKC0txc6dO1n30P/9738AgAULFsDDwwOxsbEWGqH+tJ9iBopVUd/IFQpFo22EECiVSiiVSgCqB5/ffvsNkZGR6N27N3x8fJh9//77bwDAkCFDAIBRs4uLi0O3bt1Yxz1//jykUikiIiJMPyAbx1z2BoDY2FiMGDECVVVV+Pzzz7Fw4UJzDqXVYA6bu7q64siRI42OFx8fjzfffBPPPPMMZs6cicjISHMMyeYx57yyfv16XLt2DWPHjmUd9+7duwDQKlTAzIG5bK7ruOrX1Mdtb8jlcvzyyy/o0KEDHnnkEaa2D6i349ChQwGw74njxo1jHef8+fPgcDiM8l3fvn2xb98+xMXFYdiwYcx+hBDExcWha9eucHJyMufQbBZz2RwA9u7diylTpoDP5+Pnn3/G008/bebRtA7MYXOZTKb1Hnr48GF89tlnWLhwIUaNGmWbQjhWitxR2jDaQtfFxcVEIpGQTp06kaKiItb+69atIwDI22+/TQghpLKyktjb25OHHnqIKJVKZr+EhAQilUrJxIkTmdcqKiqIi4sLiYqKYqV5qftpvP7662Yape1gSXtnZGQQd3d3wuFwyPbt2807MBvGkjbXhrp5b1vvg6aJJW1eVlZGXF1dibe3N8nJyWG93qlTJyKRSEhZWZmZRmo7WNLmP/74IwFAFixYwDqmTCYjffv2JRwOh9y4ccMMo7Qtmkr9CgwMJCEhIaz7XGZmJgkMDCTR0dEs+3bp0oX4+PhobeA7fvx45rWUlBQiEAjIyJEjWe9X96/74osvzDFEm8OSNo+PjycikYiIRCLy77//mnFUto0lba6Nn376yeb7oNEIGsUiSKVSrF+/HjNnzkTPnj3xwgsvwNXVFSdPnsQvv/yCyMhIRkbZ3t4eb7/9Nj788ENMmDABY8eORU5ODtatWwepVIq1a9cyx3VwcMAXX3yBWbNmYdCgQZg9ezZycnLwxRdfoFOnTli8eLGVRmxdzGXvpUuXIj8/H3379gUhBNu3b2/02cOHD9eaGtbWMZfNKU1jLpuLxWJs3LgRkydPRu/evfHKK6/Azs4OGzduREpKCrZu3dqk+l1bx1w2f/bZZ7F7926sWbMGt2/fxrhx41BWVoYtW7bg5s2bWLx4cbuNFAPABx98gFmzZmH48OGYNm0aysvL8fXXX6OkpAS//vorq+3D+vXrMWrUKPTv3x9z585FdXU11qxZAwcHB3z66afMfh07dsTixYuxbNkyjBgxApMnT0ZSUhK+/PJL9O7dGy+//LI1hmozmMPmCxcuRHV1NcaMGYPMzEyt99CJEye22/nFHDZvtVjbQ6S0PZpaGSGEkOPHj5PHHnuMSKVSIhAISHBwMHn77bdJaWkpaz+FQkG++eYb0rVrV+Lg4ED8/f3JSy+9RNLT07V+5p49e0hMTAwRCoXE29ubzJgxg6SlpZllfLaGJe2tLmjW9U/bebQ1rHGNa0IjaGzMZfMzZ86QkSNHEolEQsRiMXnooYfIoUOHzDI+W8TSNpfL5eTTTz8lkZGRRCgUEkdHRzJw4ECya9cus43R1tBl8127dpFevXoRsVhMfHx8yNSpU0liYqLW4/z3339k8ODBxN7enri7u5OJEyeShIQErftu2LCBREREEDs7O+Lv709ee+01rcJbbRVL2byiooIlltPUvzt37phtrLaCNa5zTVpDBI1DiA6tSgqFQqFQKBQKhUKhWAyq4kihUCgUCoVCoVAoNgJ10CgUCoVCoVAoFArFRqAOGoVCoVAoFAqFQqHYCNRBo1AoFAqFQqFQKBQbgTpoFAqFQqFQKBQKhWIjUAeNQqFQKBQKhUKhUGwE6qBRKBQKhUKhUCgUio1AHTQKhUKhUCgUCoVCsRGog0ahUCgUg1i2bBk4HI7e/2bOnInNmzeDw+Fg/vz51j79JgkMDGSd9/Hjx619SlYjPz8fa9euxeDBg+Hr6ws7Ozt4e3tj3Lhx+OOPP7S+Z+jQoXpfE7///rvW96xdu9Zyg6RQKBQbhW/tE6BQKBRK62Lo0KGNXjt+/DhOnDiBIUOGNNreo0cPBAYG4oMPPkC/fv0sc5JG8M4770AkEiEwMNDap2IV9u/fj+effx4FBQXo1q0bRo8eDTc3NyQnJ+PAgQP4888/MWPGDPz000/g8XiN3v/cc881a7uwsDAAwMyZMzF06FDm+qFQKBQKddAoFAqFYiBDhw5t5IQtW7YMJ06cwNChQ7Fs2TKt7+vRo4fZz80ULFq0CM7OztY+Datw5MgRPP7443BwcMBvv/2GiRMnsrZnZWVh9OjR2LZtGyQSCdavX9/oGGqnSx9mzpwJoP76oVAoFApNcaRQKBQKhQKgsrIS06dPh1KpxO7duxs5ZwDg4+ODAwcOwM7ODt999x1SUlIsfp4UCoXS1qEOGoVCoVDMjrYatJkzZ4LD4eDevXtYtmwZgoKCIBKJ0LlzZ6YWKSEhAePGjYNUKoW7uzvGjh2L27dvNzp+Tk4O5s+fj6CgIAiFQnh6euKpp57C1atXjTrvyMhIcDgcxMfHN9omk8ng4eEBb29vyOVy5vUTJ05gzJgxcHNzg0gkQpcuXbBkyRKUlZU1OkZ5eTlWrFiBPn36QCqVQiAQwMvLCxMnTsT58+dZ+6pr//bv34+JEydCJBLB09MTu3fvBgCcPn0a48aNg7+/P4RCIfz8/DBt2jRcv35dr7Hu27cPubm5GDRoEEaNGtXkfn5+fvj222+xZcsWODk56XVsCoVCoegPTXGkUCgUilV5+umnkZaWhqeeegpKpRJbtmzBggULkJKSgh9//BHR0dF46aWXEBcXh7/++gsJCQlISEiASCQCANy5cwdDhw5FZmYmhg8fjieffBLZ2dnYu3cvDhw4gD179mDcuHEtOrc5c+Zg4cKF2Lx5M9asWcPatn//fuTn5+Ott96CQCAAAKxfvx6vv/46nJycMHHiRPj4+CA2NhYff/wxfv/9d5w6dQouLi4AgKqqKgwaNAjx8fEYMmQIXnjhBSgUCpw9exZ//PEHDh48iMuXLyMyMpL1uS+99BJcXFzw+uuv49q1axg0aBBOnDiB4cOHw8HBAU888QS8vLyQlJSE3bt3Y//+/bhw4QLCw8N1jvXPP/8EAIwePbpZu8yaNUtvG1IoFArFMKiDRqFQKBSrkpmZiWvXrsHLywsAMHDgQEyfPh3r1q3D22+/jVWrVgEACCEYNGgQzpw5gxMnTuCxxx4DAMyYMQOZmZnYuXMnpk6dyhz33XffRb9+/TBjxgykpKS0qK7s2WefxbvvvoudO3fis88+A59ff9v88ccfAQCzZ88GANy4cQPz589HYGAgTp8+DV9fX2bfjz/+GEuWLMGCBQuwefNmAMB3332H+Ph4zJs3r5F64QsvvICNGzdix44dWLFiBWubUqnEuXPnIJFImNfmzZuH2tpa7Nu3D8OHD2de//LLLzFv3jxs2LABX375pc6xpqamAqgX8Ggpmzdv1qmAGRgYyNSeUSgUCqUx1EGjUCgUilV5/vnnGecMAIYMGQIA4HA4WLJkCfM6h8PBwIEDcebMGSQnJwMALl26hPPnz2P48OEs5wwAwsPD8eqrr2LlypXYtWsXXnrpJYPPzc3NDRMnTsSuXbvw999/Y/z48QCAjIwMHD58GIMGDUKXLl0AqBwuhUKB//u//2M5Z4BKeGTDhg3YsWMH1q9fD7FYjIcffhg//PADc0xNhg8fjo0bNyI3N7fRtjFjxrCcM0DltAHAuXPnMGzYMHA4HADAiy++iPHjx8Pf37/ZsRYVFQEAxGJxs/vqYsuWLTq3DxkyhDpoFAqFogPqoFEoFArFqjSM2KgdBE9Pz0Y1Tg4ODgCA6upqAEBcXBwAoLS0VKt65J07dwAAFy9ebJGDBqiiWbt27cKWLVsYZ2rLli1QKBRM9EzzXE6ePMl8riYikQi1tbWIj4/HwIEDERUVhaioKMhkMly6dAl3795FcnIyEhIScOzYMQCAQqFodJyQkJBGr82dOxf79+/H+++/j6+++grDhw/H8OHDMXLkSL3bBXh4eCApKYlx1FrKsWPH9FZxpFAoFEpjqINGoVAoFKvSVMRGXWOmi8LCQgAq50jtIOnaryU88sgjCAoKwp9//omCggK4ublh8+bNkEgkmDx5cqPP+P777/U6Z7lcjuXLl2P9+vXMa/b29ujZsydiYmKQnp4OQkij96ud1IbnePbsWXz++ec4ePAgdu7ciZ07d4LD4WDEiBHYsGEDOnXqpPO8OnfujNjYWCQlJek2CFSiLDweD+7u7s3uS6FQKBTDoCqOFAqFQmm1qCNsixcvBiGkyX/79u1r8WdwOBzMnj0bMpkMe/bswfnz53Hnzh1MmTKF5Sypz+XOnTs6z0UtWPL222/jo48+QlhYGPbv34/k5GSUl5cjNjYWU6ZMMfg8e/XqhZ9//hkFBQWIi4vDJ598gq5du+LQoUNa0ygbot7n77//bnbfRYsWwdPTE8uXLzf4PCkUCoWiG+qgUSgUCqXVEh0dDQCNJOnVHDhwAO+99x5Onz5t1OfMmjULfD4fe/fuxa+//gpApfBoyLm8//77+Pjjj5lo2ebNmyEQCHD48GGMGzcOgYGB4HJVt+WbN28CgNYImjbWrVuH//3vfyCEgMfjoXfv3li0aBEuXLgALy8v3LhxA3l5eTqPMWrUKAQEBODs2bP466+/mtzv/v372Lt3LwghOuX4KRQKhdIyqINGoVAolFbLwIEDERkZiaNHj2LTpk2sbSkpKXjxxRfxySefMI5PS/Hx8cGYMWNw4sQJ/Pzzz+jWrRt69+7N2mfOnDngcDh49913GzVw/u6777B8+XJs27aNkdl3cHCAXC5HRkYGa9+zZ88yqo6a/dV0cfjwYaxfvx6//PIL6/W8vDyUlZVBKpUyn9sUIpEI69evBwBMmzYN+/fvb7RPYmIixo4di/LycsyePRsxMTF6nR+FQqFQ9IfWoFEoFAql1cLhcLBz504MGzYMc+bMwdatW9G7d28UFRVh7969KC0txaJFizBgwACjP2vOnDn4448/kJaWhjfffLPR9n79+mH58uVYvHgxunbtigkTJsDPzw9XrlzBkSNHIJFIsHXrVkZhcc6cOfjoo48wcOBAPPXUU3BycsK1a9dw5MgRuLu7o7y8HAUFBXqd24oVK3Dy5ElMnz4dv/zyC8LDw1FUVIR9+/ahsrIS3377LatFQFOMGzcOW7ZswQsvvIAJEyage/fuGDhwIOzt7ZGYmIhDhw5BoVBg8uTJ+Prrr7UeozmZfUAlDNOSNE4KhUJpD1AHjUKhUCitmu7du+PKlStYuXIl/v77b5w7dw7Ozs6IiYnB66+/jokTJ5rkc0aNGgVXV1dUVFRg+vTpWvd57733EBMTg3Xr1uGff/5BRUUF/Pz8MHv2bCxatIilwLh06VK4urpi48aN2LJlCxwcHBAQEIAlS5bgjTfeQGhoKE6ePIni4uJme7hFRUXh3LlzWLVqFWJjY3Ho0CE4ODigT58+mD9/PkaOHKn3OJ999lkMGjQIP/zwAw4fPox9+/ahsLAQbm5uGDt2LObMmYOxY8c2+f7mZPYBYMKECdRBo1AolCbgEH0T3CkUCoVCacMEBgYiNTUVRUVFWh2i+/fvIyQkBFOmTMHOnTstf4JtmGXLluHDDz/EmjVrMH/+fGufDoVCoVgVWoNGoVAoFEozKJVKvP/++yCEYO7cudY+HQqFQqG0YWiKI4VCoVAoGqxcuRIikQgzZ85EeXk5pk+fjuLiYqSmpmL8+PEYOHCgtU+xzbB582akpKQ0W7NGoVAo7QnqoFEoFAqFosGqVasAAEOHDkX37t1RWFiIwsJCTJ06FRs2bLDy2bUtNm/ejBMnTlj7NCgUCsWmoDVoFAqFQqFQKBQKhWIj0Bo0CoVCoVAoFAqFQrERqINGoVAoFAqFQqFQKDYCddAoFAqFQqFQKBQKxUagDhqFQqFQKBQKhUKh2AjUQaNQKBQKhUKhUCgUG4E6aBQKhUKhUCgUCoViI1AHjUKhUCgUCoVCoVBsBOqgUSgUCoVCoVAoFIqNQB00CoVCoVAoFAqFQrER/h/Fmlg+hqUHcwAAAABJRU5ErkJggg==", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ms = ts.segment()\n", "for s in ms.series_list:\n", " s.plot()" ] }, { "cell_type": "markdown", "id": "3baf0146-98d3-4ae4-b2ba-21437f95b13d", "metadata": {}, "source": [ "Note that despite our monthly resampling, the series are not actually evenly spaced:" ] }, { "cell_type": "code", "execution_count": 162, "id": "e824f188-adea-468a-a9d0-2499d6057426", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " {'res': ,\n", " 'res_hist': })" ] }, "execution_count": 162, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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nKP6tbkwejpw1HnlupmCIyPrYkhEREREREZGhbHxMkiwuEIrgo42tWN3YKQ4G4LDbcNCUcsytKWYdJ6IRg8lkEvHYRkRERERERjD7pYjDznfXm53D4UBxcREcDoeu6xUEAet2duP9b1rQFxx8UeOYAjeWzK7AmAKPrvFYgVFlRcqwvKzD7XZjwoQJcLu1HU6HyWRKYPZTOCIiIiIiIgPYmEw2O5vNDo/Hq+s6d3b68d43zdjR4Rf/5rTbsO+kMsyvLYXDzmvsTIwoK1KO5WUdscR/sebrYTKZROyZTERERERERjD7tYgQjRodAg0jGo3C7/fD6/XCrnFP8taeAD7a2IqG5t6kv08ZW4CDppWjyOvSdP1Wp2dZUe5YXtYRDofR0dGBkpISOJ3apXyZTCaRyc/fiIiIiIhohDJ7MjkqMJlsdtFoBD09PXC7XZolvLr6Q/h4Yyu+2tmd9PcSnwuHTB+LujH5mqx3pNGjrEg9LC/rCIVC2LlzJ/Lz85lMJiIiIiIiopHLxq4tZGKd/SGs2NKOtTs6ERUG/57vcWDfujGYVVXEIS2IaNRgMplEfLssEREREREZgZciZEatPQF8uqUdX+/qhpCQRPY47dirrhTzakrgcrCnJhGNLkwmk4jnb0RERERERDTa7ery45PNbWljIrsddsybUIyFtaXwuBwGRUdEZCwmk0nE3gBERERERETp+BSn+dlsNng8bsVlJQgCNrX0YtW2DjS29ydN8zrt2LO2BPNqSuBlEjlnuZYV6YvlZR12ux2FhYWaj23NZDKJ2C4QEREREZERzJ6ksNuZQDQ7h8OJ4uIS2fOFIlF81dSFVds60NEXSpqW73ZgwcRS7FFVDLeTw1moRWlZkTFYXtbh8XgwceJEzdfDZDIREREREREZytypZAAQhv8KGUxANCrAbrchmxrV7Q9hdWMnvtjeiUA4mjStxOfC/NoSzKosgpNjImtAXlmR0VheViEIAiKRCBwOh6Y3aZlMJhHfoExEREREREYwecdkRCIRo0OgYYTDYbS1taOsrBROpyvjd6JRAZvberFmexc2t/Sm3SKoKfVhfm0JJo3JN31veSvLpqzIPFhe1uH3+9HQ0ID6+nr4fD7N1sNkMg3isZKIiIiIiAzAji2kpS5/CF/u6MLaHV3oCYSTptltwPTxhZhfW4qxhR6DIiQisg4mk0nE0zciIiIiIjICO4GS2qJRAZtbe/HF9k5sae1L64Vc4HFidlUR5lQXI9/D1AgRUbbYYpKIj/EQERERERGRlXX5w/h6VxfWNnWiN5A8PIkNwKTyfOxRXYyJY/Jg5zUwEZFsTCYTERERERGRoZjSo1xEogI2tvTisy29aOrpTJte6I31Qp5VWYRCL8d8JSLKBZPJJOIJHBERERERGcHsHUQdDofRIVAGnf0hrN3RiS93dKE3mNIL2QZMLs/HHlXFqGUvZFNxOp0YO7acT0dbBMvLOrxeL2bOnAm73a7pephMJhHbBSIiIiIiMobZL0bMHt/oEYkK2NTSizXbO7GlrS9teqHXiT2qijGrqggFHAvZpGxMTFoKy8sqbDabLjc/2bKSiG9QJiIiIiIiI5g9TxGNRob/Emmqsz+ENds78WVTF/oy9EKeNCYPk0tcmF5dCqeTQ1mYWSQSRnd3DwoLC+BwMC1ldiwv6wgEAmhqakJlZSU8Ho9m62EtIJHZT+CIiIiIiGhkMvulSJHPhbGF2l2YU2bhaBTrmrrxyeY2fNPcmza9NM+FvevKML+2BHkuG7o6u1BU5IWTCS9TC0cc8EQDKCr0sKwsgOVlvLJ8d1bfi0aj6OnpQTQa1TQe1gISmf0EjoiIiIiIyAgHTxuPBQsmGh3GqLG5pRdPfrINz67YhpaeYNI0p92Go2aPx+n71GJRfTnsdl7JEtHIFxUE04z9zmQyERERERERGcrs43EGg8Hhv0Q5CYajeP3LnXhi+VZ88E1r2vTasjycvk8tvr2wJmMvcb/fj8bGRtTU1MDr9eoRMinEsrIWlpc5mCWRDDCZTInMUy+JiIiIiGgUMfuliCAIRocwYm1q6cWTy7fi2RWNaO1NTtq7HDYcNbsCZ+xTi/0nj5HshSwIAvx+P8vKAlhW1sLyolRMJpOIL+AjIiIiIiIjmKjDVUYOh8PoEEaUQDiC19buwhPLtuKjjem9kOvGxHohn7qwBuUF2Y1V7XK5UFlZCZeLL98zO5aVtbC8rEOvsmIymURmP4EjIiIiIqKRyezXIk4nL53V0NDcI/ZCbu8LJU1zOWw4Zo9KnL7PBOw3SboXciZOpxNjxoxRM1zSCMvKWlhe1qFXWfGISCKTn78REREREdEIZfanJMPhsNEhWJY/FMFra3fi8WVbsWxTW9r0yeX5OH2fWpyyoBpjsuyFnEk4HEZPTw8KCgqY/Dc5lpW1sLysQ6+yYi0gIiIiIiIikhCJRIwOwXK+2d2NJ5Zvwz9XNqIjpRey22HHkjkVOH2fWuw7qUyVFzCGQiE0Njaivr6eCS+TY1lZC8vLOvQqK9YCEpn9DcpERERERDRC8VJkRPCHInh1TROeWLYNyzdn6IU8Nh9n7FOLUxbUoCzfbUCERESUKyaTScRcMhERERERGYGXIta2ra0Pjy3biqc/3Ya23mDSNLfTjmP3iPVC3kelXshERGQcJpNJxEM6EREREREZgQlG64lEBbyzfjce/Xgr3vp6NwQhefqUcQWxsZDnV6OUvZCJiEYMJpNJxPM3IiIiIiIygtkvRex2u9EhmEZrTwBPf9qIx5ZtQWN7f9I0l8OGJXtU4qz9JmLvulJdbxLY7Xb4fD6WlQWwrKyF5WUdepUVk8lERERERERkKLN3bHG5XEaHYChBELByawce/XgL/r26CcFINGl6dYkPZ+xbi9P2moCxhR5DYvR4PKivrzdk3SQPy8paWF7WoVdZMZlMCUx+BkdERERERES66QuG8cJnO/CPj7bgy6autOmHTBuLpftNxGEzxsFh5/UkEdFowGQyiczeG4CIiIiIiEYmm8k7tgQCAaND0NW2tj489MFmPPPpNnQHwknTSvJcOG2vCThjn1rUlecbFGG6/v5+NDQ0oL6+Hj6fz+hwSALLylpYXtahV1kxmUwic5++ERERERHRSMWOLcYTBAGfbG7HA+9vxBtf7kI05YV68yaUYOl+E3H83Ep4XQ5jgiQiIsMxmUwivkGZiIiIiIiMwCsR4wTDUfz7ix148P3N+GJ7Z9I0j9OOk/aswtL96jCnptigCImIyEyYTCYiIiIiIiJjMZusu25/CE8s34oH3t+EXV3Jw3iMK/Tg+wfU4fR9alGW7zYoQiIiMiMmk0nE8zciIiIiIjKC2cdMHkmauwN46INN+MfHW9DtTx4PeY/qIpx34CQcN6cKbqfdoAiJiMjMmEwmEUe5ICIiIiIiSudyuYwOIWdbWntx77sb8cyKRgTD0aRpR84aj/MPnIR9JpVZdvhDj8eDqVOnjoiyGulYVtbC8rIOvcqKyWQSsTcAEREREREZwez5S7vdur10Nzb34M43v8Hzn21Peqmey2HDt+ZX44cH12PKuALjAlSJ3W6Hx+MxOgzKAsvKWlhe1qFXWZnyiNja2opLL70UEydOhM/nw7x58/Dggw9mNW8kEsHtt9+OmTNnwufzoa6uDr/85S/R39+f9t3169fjtNNOQ3l5OTweD2bOnIk77rgD0Wg0w5IH9fb2Ytq0aaipqVH0+8zK7CdwREREREQ0Mpn9UiQcDg//JZP5ZncPrnhyFRbf9g6eWzWYSM53O3DBQZPw3s8Pxx+/PW9EJJIBIBgMYtu2bQgGg0aHQsNgWVkLy8s69Cor0/VM7u3txZFHHok1a9bg4osvxowZM/D000/jvPPOw86dO3HttddKzn/RRRfh3nvvxamnnorLL78cK1euxE033YQVK1bg1VdfFR/Z2bx5M/bff3/09vbikksuQX19PZ577jlceeWVWLduHe6+++4h13HZZZdhw4YNqK6uVvW3ExERERERjUZmH1ohEokYHULWvtndg7+8uQEvfr4DQkJP5JI8F85bNAln71+H4ryR97h6JBJBZ2cnysvLjQ6FhsGyshaWl3XoVVamSybfeeedWLVqFR577DGcccYZAIALLrgAxxxzDK6//nosXboUEyZMyDjvsmXLcO+99+KCCy7AvffeK/69trYWv/71r/HMM8/gtNNOAwDceuutaGtrw6OPPoozzzwTAPCjH/0Ihx9+OO655x5cccUVmDFjRto6nnvuOTz00ENwu/lGWyIiIiIiIjWYPJdsCU2d/bjjjQ14ZsW2pOEsSvNcOP+gyfj+AXUo8JguBUBERBZjumEuHn74YVRWVuL0008X/2a32/Gzn/0MwWAQjz/+uOS8AHDVVVcl/f3KK6+E2+3GQw89JP5tw4YNAIDjjz9e/JvNZsOJJ54IAPjss8/Slr9jxw5ccMEFuOiii1BZWSn/x5kcT+CIiIiIiMgIvBRRrqMviJte+QqH3vI2nvp0MJFclu/GL46Zgfd+cTguPmwKE8lERKQKUyWTOzs7sW7dOuyzzz5pjzntu+++AGK9j4fy8ccfo7i4OK1HcX5+PmbPnp0078yZMwEAa9euTfpuPMmcOh6yIAj4/ve/j3HjxuGWW26R+cusgS/gIyIiIiIisgZ/KIK/vd2Ag//4Fu55dyMC4di7fwo9Tvzs6Ol47+eH4ceH1jOJTEREqjLVUWX79u0QBCHjMBZFRUUoLCzEpk2bhpy/sbFxyCEwampqsGrVKnR2dqK4uBhXX301Xn/9dZx77rm46667MHnyZLz88su47777sHjxYixatChp/ttuuw3vvPMOPvroI/h8vqx/0+TJk5M+BwIBAIDf7096KaDD4YDb7UY0GhW/kyi+zkAgkPaCQJfLBafTiXA4jFAolDQt/iZHQRDg9/vTluv1emGz2RAIBBAMpq+XiIiIiIhIa8FgULw+stls8Hq9AJDxReoejwd2ux3BYDBtLGOn0wmXy4VIJJL2AqLE5fr9fgiJAwoDcLvdmDp1KgCI0+LXZtFo1DTXbwDwyueN+MNr67GtffA7bqcd5xxQhx8eVId8J4BoCP39obTfrvc2dTgcCIVCaS8xzHYbSi03cRuGw2GUlJSI2zuba2AlZQOMrG2oZLm5bkOHw4GSkhKEw+GkbanGNrRa2WiZ4xlquXK3YTgcRnl5OZxOpym3YbZtRJwa29DMbUTivpXtNpTLVMnkzs5OAEBBQea3yebl5aG3t1dy/vr6+iHnBWIv+CsuLkZFRQVuuOEGnHvuuTjiiCPE7y1atAj/+te/knpGf/7557j22mvxm9/8BgsXLpT9uzJpbGxEUVGR+Lm4uBgTJkxAKBRCQ0ND2vf32GMPcb7USllTU4OSkhJ0dnaiqakpaVpBQQHq6uoQjUYzLnfGjBlwOp3YuXMnGre1qvHTiIiIiIiIZNm+fTuKgi0AYhfyU6ZMAQBs3Lgx7cJ5ypQp8Hq9aG5uRnt7e9K08vJyVFRUoL+/H5s3b06a5nQ6xadYN2/enJa4qKurAxB7gVH8Qj/+nZaWlqTrKaOu3xxlNfj9K1/j/W9axL/ZbcARk/Nx+RFTscfkanR2dqKhYVvSfEZu04KCArS2tqKlpSVpWmlpKaqrqxEMBtN+q81mw+zZswHEtmFqwmfChAkoLi5GR0cHdu7cmTQtEokgPz8fkUgk4zacOXMmHA4Hmpqa0NPTkzStsrISY8aMQU9PDxobG5Om+Xw+Md+QablTp06Fx+PBrl27xNxG3NixYzF+/Hj09fVhy5YtSdPcbjemTZsGANi0aVNakmny5MnIy8tDS0sLWluTr9nLyspQVVWFQCCQFpPdbsesWbMAANu2bUtLJNXW1qKoqAgdHR3YtWtX0rSioiLU1tYOuQ1nzZoFm82G7du3o6+vL2laVVUVysrK0NXVhR07diRNy8vLw+TJk+F0OtHR0YGOjo6k6dOnT4fdbsfOnTvR1dWVNG38+PEYO3Ysent7sXXr1qRpHo9HvBG0adOmtARgfX09fD4fWlpa0NbWljRtzJgxqKysRCAQwMaNG5OmORwO8an2rVu3piX5Jk6ciMLCQrS1taG5uTlpmhlyPN3d3UnTKioqUF5ejp6eHmzbJr+NcLlc2L59u+XbiMLCQkycOHFEtxHxfSvbNkIum5BaQwz04YcfYtGiRbj66qtx0003pU0fP348SktLsW7duozzu91uLFy4EB999FHatO9+97t4+umn0dTUhIqKCvzhD3/ANddcg0mTJuEnP/kJqqursXz5ctxxxx2or6/H66+/jsrKSvj9fixcuBDFxcV477334HA4AMQqfDgcTqs8w1m5ciUWLlyIDz74APPnzxf/boa7VuuaunDS3ctl/R4iIiIiIqJcPXHeQuxZUwzAXL0MV61ahUWLFuH999/HggULxO/qff3WGwjjz29twmOfNCKS8Ha9fetKcO0x0zBtfIHiXoeAuXtuZtvrMBKJwO/3Iz8/Hz6fb8T2Okxk1Z7J4XAYHR0d8Hq9Yo4FYM/kOLP1TI7fYCsoKEi62RZn9DZkz+TBbRgIBOD3+8V9a1T0TC4sLASAtDtbcX19fZg0aZLk/FLzAkBJSQm6urrwu9/9DuPHj8fy5ctRXl4OADj55JNx+OGH46ijjsJVV12FJ554Aj/72c/Q0NCAd955J+nuSzQaRTQaRUtLC1wuF4qLi2X9Vq/Xm7HQ7Ha7ZGHGK2YmTqcTTmfmIrXZbMMuN145iYiIiIiI9OT1eDJer0hdw7jd7iGnORwOyXmlrn1cLhdcLlfS94a6TtPj+u1/X+3Cr59fgx2dg0mPmlIffnXcTBw9uyLtfUPD/Xajt2mq4bah1HITt2F/fz927twp9gzM5ho4m+VmMpK2YS7LVboNQ6GQWFaZlp/LNrRa2WiZ4xmK3G0Y73E8VHllu1yj24hUI7GNCIfDGfet4bahXKZKJtfV1cFms2Xs7dvZ2Ymenp4hx0QGgEmTJg05pnJjYyPKy8vh9XqxZs0a9Pf34+yzzxYTyXGLFy9GfX09XnvtNQDASy+9hEAggP322y/jcseOHYtDDjkEb7/9dpa/0rxsfP8eEREREREZIDUhSkBzdwDXv7QWL68efMzd67Lj4kOn4IKDJ8PrckjMTUREpA1TJZMLCwsxc+ZMfPLJJ2nTli1bBgA44IADhpx/3333xYoVK9DQ0JA0dnJPTw/Wrl2LJUuWABjM5Kd2K4+LRCJiV/bHHnssY/f0s846C5FIBE888QRKS0uz/IXmxtM3IiIiIiIi4734+Q78+vk16OwffIz6oKnl+P3Jc1A7Js/AyIiIaLSzGx1AqrPOOgvbtm3DE088If4tGo3i1ltvhcfjwemnnz7kvGeeeSYA4I9//GPS32+//XaEQiGcc845AGKDxdfV1eHZZ59NG9j6xRdfxKZNm3D00UcDiL2Qb/HixWn/eb1eeDweLF68WLWX8hmNnQGIiIiIiMgIvBSJ6fKHcMWTq3DZE6vERHJpngu3nTYPj5y7DxPJRERkOFP1TAaAK664Ao8++ijOOeccrFy5EtOmTcNTTz2F//3vf7jllltQUVEBAFi9ejVWr16NuXPnYu7cuQBivZbPOecc3HvvvWhvb8fRRx+NZcuW4f7778cJJ5yAk08+GUBsrJAHHngAxx57LPbee29ceOGFmDBhAlauXIkHHngAVVVVuOWWW4zaBERERERERKOK2Tu26DEMx/JNbbjyqc+wvWPwydgT5lXhuhNmYUzB0GN3UozNZoPb7eaQKRbAsrIWlpd16FVWpksm+3w+vP3227j22mvxyCOPoLu7G9OnT8cjjzyCpUuXit977rnncP311+O3v/2tmEwGgPvuuw9TpkzBgw8+iBdeeAE1NTX41a9+hWuuuSZpYx5++OFYtmwZbrjhBtx9993o6OhAZWUlzj//fPz2t78Vk9ajCxsGIiIiIiLSn83k1yJSL0zKlSAIuOvtBvy/179GVIj9rdDjxP99aw+ctGe1ZusdabxeL6ZNm2Z0GJQFlpW1sLysQ6+ysgmCIGi+FhKtXLkSCxcuxIoVK7BgwQKjw0nS0NyDI/7fO0aHQUREREREo8zLlx6IPaqLjQ4jjdbXb93+EH76zOd4be0u8W/71JXhtu/OQ00ph7QgIiLzMd2YyWQcc/cFICIiIiIiMkYwGFR9md/s7sZJf/1ATCTbbMCVi6fhiR/ux0SyAn6/H1999RX8fr/RodAwWFbWwvKyDr3KynTDXJBxOP4NERERERFROrUf6P2ooRU/fORTdAfCAIAirxN/On0+Dps+TtX1jCaCICASiaheVqQ+lpW1sLysQ6+yYjKZiIiIiIiIDDWa+rW8vHoHrnrqcwQjUQDAjIpC3LN0ISaOyTc4MiIiouExmUyiUXT+RkREREREJmL2F/Cp5e8fbML1L3+JeKexw6aPxV/PXIA8Ny/NiYjIGnjEItFo6g1ARERERETmMRquRe57dyN+/8pX4ufT9qrBjd+aA6eDrzIiIiLrYDKZRKOlNwAREREREZmL2ZPJTmdul84Pf7g5KZF8yWFT8JOjpvG9NSpyu92YPHky3G630aHQMFhW1sLysg69yorJZBLxPIaIiIiIiIxg9o4tDodD8bxPLt+K3764Vvz8kyOn4dIjpqoRFiVwOBzIy8szOgzKAsvKWlhe1qFXWfF5GiIiIiIiIjKU2Tu2hMNhRfO9s74Z1/7rC/HzJYdNYSJZI6FQCE1NTQiFQkaHQsNgWVkLy8s69CorJpOJiIiIiIiIJEQiEdnzfLO7G5c8vhLRgZftnXfgJPzkqGkqR0Zx4XAYra2tihP/pB+WlbWwvKxDr7JiMplEZu8NQEREREREI9NIuxTp7AvhvIc/Rbc/dkF/1Kzx+OWxMzlGMhERWR6TySTiiQ0RERERERlhJF2KCIKAa5//Alta+wAAMyuLcPt394TdPoJ+JBERjVpMJpOIpzZERERERGSMkXM18vxn2/Hv1U0AgCKvE/edvRD5HqfBUREREamDyWQSjaTeAEREREREZB1mvxZxOBxZfa+psx+/eX6t+PnGU+agpjRPq7AogcPhQFlZWdZlRcZhWVkLy8s69Cor3h4lIiIiIiIiQ5k8lwynM7tL55teWYfuQGyc5FPmV+P4uVVahkUJ3G43qqq4va2AZWUtLC/r0Kus2DOZRDbTn8IRERERERHpLxqNDvudTza34cXPdwAAyvLd+O0Js7UOixJEo1H09/dnVVZkLJaVtbC8rEOvsmIymURmf7SMiIiIiIhGJrO/DDwUCklOFwQB//fyl+Lnnxw1DcV5Lq3DogSBQAANDQ0IBAJGh0LDYFlZC8vLOvQqKyaTSWTu0zciIiIiIhqprH4t8mFDKz5v7AQAzKgoxPf2rjU4IiIiIm0wmUyDrH4GR0RERERElmTyjsnDuvudBvHflxw+BQ67xX8QERHREJhMJiIiIiIiIkNZ+f0tG3Z1470NLQCACWU+HDO7wuCIiIiItMNkMomsfAJHRERERETWZeWeyS98tkP89zkHTILTwctso9jt3PZWwbKyFpaXdehRVk7N10CWYeUTOCIiIiIiIq14PJ6MfxcEAS+tjiWT7TbghHmVeoZFCXw+H2bNmmV0GJQFlpW1sLysQ6+y4q0FEjGXTERERERElL2vmrqxpbUPALB//RiMK/QaHBEREZG2mEwmkY1dk4mIiIiIyABmvxQJBoMZ/758U6v478Uzx+sVDmXg9/uxYcMG+P1+o0OhYbCsrIXlZR16lRWTyURERERERGQos3dsEQQh498/2dIu/nvvujK9wqEMBEFAIBAYsqzIPFhW1sLysg69yorJZBKZ+/SNiIiIiIhGKqtei3y2tQMAkO92YEZFobHBEBER6YDJZBKZvDMAERERERGNUFa8FgmGo9jR2Q8AmDKuAE4HL6+JiGjk49GORDbL9gcgIiIiIiLS1/aOfsSfJK4pyzM2GCIiIp0wmUyDmEsmIiIiIiIDmL1ji9PpTPvbrq7BFxxVl/j0DIcycLvdqK2thdvtNjoUGgbLylpYXtahV1mlHxGJiIiIiIiIdGT2YS4cDkfa3/yhiPjvPHf6dNKXw+FAUVGR0WFQFlhW1sLysg69yoo9k0lk9hM4IiIiIiIamcx+KRIOh9P+FghHxX+7nby0NlooFEJzczNCoZDRodAwWFbWwvKyDr3Kikc8Epn9BI6IiIiIiEYok1+MRCIRyenxsZPJOOFwGLt27cqY+CdzYVlZC8vLOvQqKyaTSWRj12QiIiIiIjKA2cdMFjJki4t9LvHfXf3ssUdERKMDk8kkMvfpGxERERERkTEydbxJTCZ39DGZTEREowOTyURERERERGQoKz4kOb7IK/57W3ufgZEQERHph8lkElnxBI6IiIiIiKzP7JciDocj7W9l+W6MyXcDADbs7tE7JErhcDhQVFSUsazIXFhW1sLysg69yorJZBKZfZwyIiIiIiIamcz+/han05nx71PGFQAAmrsDaO0J6BkSpXC73aitrYXb7TY6FBoGy8paWF7WoVdZMZlMIpOfvxERERER0Qhl9kuRaDSa8e9za4rFfy/f1KZXOJRBNBpFKBQasqzIPFhW1sLysg69yorJZCIiIiIiIjKU2Tu2hEKZX7B3QH25+O8PGlr0CocyCAQC+PrrrxEIsIe42bGsrIXlZR16lRWTySQy+wkcERERERGRmewzqQxOe+xC6u2vmyEIgsERERERaYvJZCIiIiIiIjKUVd/fku9xYv/6MQCAxvZ+rNzabnBERERE2mIymURWPYEjIiIiIiKLs/ClyEl7Vov//teq7QZGQkREpD0mk0nEYS6IiIiIiMgIVr4WOXr2eHhdsUvrF1btQLc/8/jKREREIwGTySSy8PkbERERERFZmNmvRdxu95DTCr0unDQv1ju5OxDGU59s0yssSuD1ejFr1ix4vV6jQ6FhsKysheVlHXqVFZPJJLJZuTsAERERERFZltmvRYaL7/yDJon/fuiDzQiGo1qHRClsNhvsdrvp6xKxrKyG5WUdepUVk8lEREREREREEkIh6aErpo4vxOEzxgEAtnf04/FlW/QIixIEAgFs3LgRgUDA6FBoGCwra2F5WYdeZcVkMol4j4mIiIiIiIxg9muRaHT4nsZXLp4m/vvPb36DLo6drKtoNIq+vr6syoqMxbKyFpaXdehVVkwmk4hPLBARERERkRFGwrXInJpinLRnFQCgrTeIv775jcERERERqY/JZBJx/BsiIiIiIjKCzfR9k7Pz06Omw+2IXWbf//4mrNneaXBERERE6mIymYiIiIiIiAw1Uvq1TCjLw6WHTwEARKICfvHP1QhH+Gg4ERGNHEwmExEREREREUlwOBxZf/fCQ+oxfXwhAGDtji78hcNd6MLlcqGqqgoul8voUGgYLCtrYXlZh15lxWQyERERERERkQSn05n1d91OO27+9lw47LHu1n95cwM+amjVKjQa4HQ6UVZWJqusyBgsK2theVmHXmXFZDIREREREREZyuzDXITDYVnf33NCCa5cPBUAEBWAy59chZaegBah0YBwOIy2tjbZZUX6Y1lZC8vLOvQqKyaTiYiIiIiIyFBmfwFfJBKRPc+PD52CA6eUAwB2dwdw0WMrEQxz/GSthEIh7NixA6FQyOhQaBgsK2theVmHXmXFZDIREREREREZyuw9k5Vw2G247bvzMK7QAwBYvqkNv3r+CwiCYHBkREREyjGZTERERERERIYagblkAMC4Qi/uPXsveJyxS++nP23Efe9tNDgqIiIi5ZhMJiIiIiIiIkPZRmLX5AF7TijBLd+ZJ36+8ZV1eHZFo4ERERERKcdkMhEREREREZEEuz23S+cT51XhysXTxM+/+OdqvLZ2Z65hUQK73Y68vLycy4q0x7KyFpaXdehVVqwJREREREREZCiz90t2uVw5L+OyI6bgnAPqAACRqIBLH1+Fd9c357xcivF4PJg8eTI8Ho/RodAwWFbWwvKyDr3KislkIiIiIiIiMpTZR7lQ46V5NpsNvzl+Fr41vxoAEIxEcf4jn+KtdbtzXjbFyigajfIFhxbAsrIWlpd16FVWTCYTERERERGRocw+ZnIwGFRlOXa7DX/89lwcM7sittxwFBf+YwX+++UuVZY/mvn9fnz55Zfw+/1Gh0LDYFlZC8vLOvQqKyaTiYiIiIiIiHTictjxlzPm47g5lQBiPZR/9OgKvPDZdoMjIyIiGh6TyUREREREREQ6cjns+NP39sRJe1YBAMJRAZc/+RkeeH+TwZERERFJYzKZiIiIiIiISGdOhx23nbYnTt+nVvzbDS9/iZte/YpjkxIRkWkxmUxEREREREQkQavkrsNuw43f2gOXHzFV/Ns972zEpU+sgj8U0WSdREREuWAymYiIiIiIiEiC2+3WbNk2mw1XHjkN/3fyHoi/h/Dl1U347r0fY3c3X3iVLY/Hg+nTp8Pj8RgdCg2DZWUtLC/r0KusmEwmIiIiIiIikmC3a3/pfNZ+E3Hf0r2Q53YAAD7f1oGT7/wAa3d0ar7ukcBut8PlculSVpQblpW1sLysQ6+yYk0gIiIiIiIikhAOh3VZz+JZ4/Hsjw5AVbEXALCj049T//Yhnl+1XZf1W1kwGMTWrVsRDAaNDoWGwbKyFpaXdehVVkwmExEREREREUmIRPQbv3hWVRGev2QR9pxQAgDwh6K44qnPcP1LaxGKRHWLw2oikQi6urp0LStShmVlLSwv69CrrJhMJiIiIiIiIjKRcYVePPnD/fDdvSaIf3vog8048/5l2NXFcZSJiMg4TCYTERERERERmYzX5cDN356LG781By5H7M18yze14dg/vYe3vt5tcHRERDRaMZlMREREREREZFJn7FuLpy7cH5UD4yi39gbxg4c+wY2vfIVgmMNeEBGRvphMJiIiIiIiIpLgcDgMXf+C2lK8ctlBWDxznPi3e9/diO/c8xG2tvYZGJl5OJ1OjB8/Hk6n0+hQaBgsK2theVmHXmXFZDIRERERERGRBDMkUUrz3bjv7L3wm+NnicNefL6tA8f9+T38e3WTwdEZz+VyYezYsXC5XEaHQsNgWVkLy8s69CorJpOJiIiIiIiIJEQiEaNDAADYbDace+AkPPfjRZg4Jg8A0B0I4+LHV+Laf30Bf8gccRohEomgq6vLNGVFQ2NZWQvLyzr0Kismk4mIiIiIiIgkhMNho0NIMqemGC9feiBOnFcl/u3xZVtxwl/ex5rtnQZGZpxgMIitW7ciGAwaHQoNg2VlLSwv69CrrJhMJiIiIiIiIrKYQq8Lf/renvjjqXPhdcUu7Tfs7sHJf/0Ad765AeEIX85HRETqYzKZiIiIiIiIyIJsNhtO23sCXrrkQMyqLAIAhKMCbn19Pb5zz0fY3NJrcIRERDTSMJlMREREREREZGFTxxfi+YsX4ZLDpsAeezcfVm3twJI/vYdHP94CQRCMDZCIiEYMJpOJiIiIiIiIJNhsNqNDGJbbacdPj56OZ350AOoGXs7XH4rgV8+vwTkPfYJdXX6DI9SWzWaDx+OxRFmNdiwra2F5WYdeZcVkMhEREREREZEEt9ttdAhZWzixFK9cfhDO3LdW/Ns765tx9B3v4uXVOwyMTFterxdTp06F1+s1OhQaBsvKWlhe1qFXWTGZTERERERERDSC5Lmd+P235uChH+yNcYUeAEBHXwiXPL4Klz2xCp19IYMjJCIiq2IymYiIiIiIiEhCIBAwOgRFDps+Dq9dcTCOm1sp/u3Fz3fg6DvexXsbmg2MTH39/f348ssv0d/fb3QoNAyWlbWwvKxDr7JiMpmIiIiIiIhohCrNd+PO0+fjT9/bE0VeJwBgZ5cfSx9Yjt+8sAb9wYjBEaonGo0aHQJliWVlLSwv69CjrJhMJiIiIiIiIhrBbDYbTtqzGq9deTAOmlou/v2Rj7bguD+/h8+2dRgXHBERWQqTyURERERERESjQGWxDw//YB/87qTZ8Lpi6YCNLb049W8f4rY31iMUYe9DIiKSxmQyERERERER0Shht9tw9v51+PdlB2HehBIAQCQq4M//24BT7voQDc09xgZIRESmxmQyERERERERkQSXy2V0CKqrH1uAf/5of1x15DQ47TYAwBfbO3H8n9/HE8u3QhAEgyOUx+PxoL6+Hh6Px+hQaBgsK2theVmHXmXFZDIRERERERGRBLt9ZF46Ox12XHbEVDx30QGYPDYfANAfiuCa577Ajx5dgfbeoMERZs9ut8Pn843YshpJWFbWwvKyDr3KijWBiIiIiIiISEI4HDY6BE3NrSnBvy89CGfuWyv+7bW1u3DMn97F+xtaDIwse8FgEDt27EAwaJ0E+GjFsrIWlpd16FVWTCYTERERERERSYhEIkaHoDmf24Hff2sO7l26EKV5sWE9dnUFcNYDy3DjK18hEDb3NohEImhraxsVZWV1LCtrYXlZh15lxWQyEREREREREQEAjppdgdeuOBgHTS0X/3bvuxtxyl0f4pvd3QZGRkREZsBkMhERERERERGJxhV58fAP9sGvjpsJtyOWNli7owvH/+V9/HNFo8HRERGRkZhMJiIiIiIiIqIkdrsN5x80Gc9fvAhTxxUAAPyhKH7yzOe4+p+r4Q/xkXciotGIyWQiIiIiIiIiCQ6Hw+gQDDOrqggvXXogvrf3BPFvT36yDafc9SE2t/QaGFkyp9OJMWPGwOl0Gh0KDYNlZS0sL+vQq6yYTCYiIiIiIiKSMNqTKF6XA384dS7+33fmweuKpRG+bOrCiXe+j3fXNxscXYzL5UJlZSVcLpfRodAwWFbWwvKyDr3KislkIiIiIiIiIgmRCId0AIBTF9bghYsPxOSx+QCALn8Y5zy0HPe/txGCIBgaWyQSQX9/P8vKAlhW1hKJRNDX18fysgC9yorJZCIiIiIiIiIJo3mYi1TTKwrx4iUHYvHM8QCAqAD837+/wk+fWY1A2Lhkk8PhgM/nY1lZgF5lFTX4BsdIEQwGsXHjRgSDQaNDoWHoVVaj+1kdIiIiIiIiomG8u34XvgpuMToMUzlkWjnCkSjeHhjm4p8rG7FqazvO3LcWXpf+Cd1wJIyuzi4UFRfB6WCqw8z0KKuyfDeWzKnUZNlEox1bWCIiIiIiIiIJnX1BCN0Bo8MwnXkTSuBzO/DGl7sQjgrY2NKLv73TgJP3rEa+R990QzgcQlt7L/w2N5xOju1qZiwrImvjMBdEREREREREpMi08YU4ZUE1vM5YeqGlJ4inPt2Gjj4+Ek9ENBIxmUxEREREREQkyWZ0AKZWWezDd/aagEJvrDdytz+Mf67crnNC2Qa73QaWlRWwrKzEZrPB4XDAZmN5mZ1eZcVkMhEREREREZEEvtRteGX5bnx3rwkYk+8GAPQEYgnlzv6QLut3Op0oLx8Lp5OjeZody8pavF4vZs6cCa/Xa3QoNAy9yorJZCIiIiIiIiLKWb7HiVMWVKcklBvR4w8bHBkREamFyWQiIiIiIiIiCZFIxOgQLCPPHUsolw0klLv9Yby4egeC4aim6w2Hw2htbUU4zMS12bGsrMXv92P9+vXw+/1Gh0LD0KusmEwmIiIiIiIikiQYHYCl5LmdOGV+NYoGxlBu7g7gtbU7ERW03I7CQNKfZWV+LCsrEQQBwWAQgqb7L6lBr7JiMpmIiIiIiIiIVJXvceLEeVVwO2Jph40tvVi2sc3gqIiIKFdMJhMRERERERGR6sYUeHDsnArYbLHPn2xuw46OfmODIiKinDCZTERERERERESamDgmH/tNHgMgNqjB61/u0nz8ZCIi0g6TyUREREREREQSHHZeOudir9pSVBR5AQCd/SF8vKlV9XU4HA6UlBTD4XCovmxSF8vKWtxuNyZOnAi32210KDQMvcqKR0QiIiIiIiIiKTZeOufCbrfh6Nnj4bTHxrtY3diJbn9I1XXYbHa43R7YWFamx7KyFofDgcLCQib/LUCvsuKeS0RERERERCRBiHJYhlyV5Lkxr6YEABCJCli+Sd2X8UWjEfT29iAajai6XFIfy8paQqEQdu3ahVBI3RtApD69yorJZCIiIiIiIiIJUYHJZDUsrCuF2xFLQ6xt6kJvIKzasqPRKHp7+xBl4t/0WFbWEg6H0dzcjHBYvf2VtKFXWTGZTERERERERESa87kcmFtTDAAQBOCb3T0GR0RERHIxmUxEREREREREupheUSj+e/2ubgMjISIiJZzZfOnPf/6zaiu87LLLVFsWEREREREREVnHmHw3yvLdaOsNYkenH/5QBF4XX+xFRGQVWSWTr7jiCthstpxWJAgCbDYbk8lERERERERkKTYbH+pVi81mQ3WJD229QQBAW28QVSU+FZZrh9frYVlZAMvKWhwOB4qLi+Fw8KaP2elVVlklkwHgkEMOwSGHHKJ4RW+//TbeffddxfMTERERERERGcFuZ9JLTWX5bvHf7X3qJJMdDgeKiopzXg5pj2VlLW63GxMmTDA6DMqCXmWVdTL50EMPxW9+85ucVsZkMhEREREREVmOIBgdwYhS7HOJ/+7yh1VZpiAIiEYjsNsdOT9ZTdpiWVlLNBpFKBSCy+XijTWT06usslryIYccgrq6upxWVFdXh4MPPjinZRARERERERHpLRKNGB3CiCIkJOcdKiUTI5EwWlvbEImok5wm7bCsrCUQCGDDhg0IBAJGh0LD0Kusskomv/XWWzj77LNzWtH3v/99vPXWWzktg7T38qUHZvz7yXtWYc8JJRmnHTenEkfMGJdx2rFzKnDsnIqM0w6ZNhbHzamEPcO5wx7VRThlfnXSHeu4cYUenLqgBhPH5A0Z6/zazLEeO6cCR84aLzvWg6eNxXFzK+HIEOysylisJXnpsY4visU6uTw/43JP2rMKe00sHTKeo4aIdckeQ8e6aMoYHD+3Ei5HeqwzKgpxyoJqjEl4rCwu3+2IxTo2c6wnzqvC3nWZY12yRwWOmZ05nmNmV2DJHpmnHVAfi9XtSG+Kpo8vxKkLalBekB5reUFsu04dV5BxuSfMq8J+k8tUjXWfSWU4ac8qeJzpsdaPzcepC2owttCTcd5TFlRj+vjCjNOOn1uJA+rHDBnrUPEcNWv8kHVgn7pYrF5XeqyTB2IdlyHWQq8Tp8yvxszKoozLPW5uJQ6aWq5qrAtqS3DynlXId6eP6VQ3Jg+nLqhBZbE347ynzK/GLIlYD542NuM+K7WvL545DsfNqcw4bb5ErBMHYq3O8Iimw27Dt+ZXY25N5kf5jptTicOmj804TSrWI2YMHevcmmJ8a341Cr3pDyDVlPpw6oIaTCjL/Djpt+ZXY55ErIcraO8PnR5r7zNdK86pjsValCHW6pJYrLVlQ7f3CyTa+8Uz5bf3UsemeHtfmqG9L81z4dQFNZg0RHt/8p5VWCjR3g91bJJq7w+aWo7j5lbCmSHYmZVFOGVBddJjxHFFXuewx6Z9Jg3dhh49W36sB04pH/LYNG18AU5ZUJ2xvXc77Dh1QQ2mSLT3+yqIVaq933dSGU6YVwV3hvZ+6riCgWNTehvqsNtwyoLqIY9Nx8+txKIp8tv7o2ePlzw2nTgv87FpcnmsvR9fNMSxaX41ZlQMfWw6cIr89v7IWUPHutfEUpy8ZxV8GV6yFY+1omjo9n7IY9OcShwyTX4bunjm8MemvAztfW3Z0O09EGtD96geOtZDVW7v500oibX3nvQ2dEKZb9hY51Rnbu+PnVOh6Pz+cKlY48emDLE+f/GijPPQyBWJDiaTMx3HiIjIvLIa5uLFF1/EjBkzMG3atKwX/NRTT+Gpp57Cc889pzg40t8e1cW49Tvz8NNnPhf/9toVB2P6wMXG59s6cNJfPxCn/eX0+ThhXhUAoC8YxqzfvCZOu+yIqbjqyME6M+1XryIYjgIAzty3Fr//1hxx2vkPf4r/frULQCyh9fKlB4nTbv7POvzt7Qbx84dXHw7nQPLxuZWNuOrpwVhfuewgzKqKncBv2d2BQ24bjPXR8/bFgQOJsHAkiim/fFWc9qND6nH1khni53nXv47O/hCAWHLp/u/vLU774SOf4vUvY7HmuR145fLBWB/5aDN+88Ja8fOyaxeL/3559Q5c8vgq8fPzFy8SE/Rf7+zG0XcMDgNzy7fn4jt7xca5iUYFTL72FXHahQdPxjXHzhQ/7/P7/2J3d+yu03FzK/HXMxaI0y55fCVeXt0kfv7PFYNPB/zpvxtw+3/Xi58/vvYIFHpjCZJXvmjCRY+tFKc9d9EBWFAbS4J09ocw7/rXxWn3n70XFickQequ/rf473MOqMN1J84WPx9yy1vY0toHIJZYePT8fcVplz2xCi9+vkP8/NqVg7E+/ck2/Pyfq8XPn/5qcLv+98tdOP+RT8XPT/5wP+w3OXaxvrW1DwffMngT64aT98DS/SZmjPX7+0/E9SftIX4+8ra3sWF3L4BYgv6x8/cTp/30mc/x7IpG8fP/fnKo+O973mnATa+uEz9/8svFYpL5zXW7cO7fB2N9/IJ9cUB9rE4Gw1FM+9VgnbzzjPk4fm5VxlhP32cCbjplrvj5pDvfx+eNnQCAhRNL8fSP9hen/fzZz/H0p4OxvpkQ6wufbcflT34mfl716yPFfeuDb1pw5v3LxGl//8HeOHR67KJyd5cf+9z4P3Har46bifMPmpwx1tP2qsEfvz1P/Pzdez7Csk1tAIDZVUV47qLBi8dfPf8FHv14q/j57Z8dJv774Q8347cvDu5b7/38MEwYSDB+2NCCM+4bjPWhc/bGYQkXwInx3Pqdefj2wpqM007eswp3fG8+AOCvAE6/92N8tLEVQOyGwb8SYv3NC2vwyEdbxM/vJMT68qqtuOSpL8TPn//2KBQMXDiv2NKGU//2kTjt7rMW4piBxEvqvvWTI6fh0iOmZoz1xHlV+PPpg7Fe+I9P8draWLtUXeLDi5cM3hj8/b+/xH3vbRI/v/+Lw8V/p+5b/73qYEwZF2vvV25txyl3fShOu+vMBTg2IUGQGE/qvjXtl68iGIm198fMrsDdSxeK037w0HK89XUzgNjb3F9KuIl50ytf4Z53NybEepj46OO765tx9oPLxWmf/mqxmNBbs70Tx//lfXHaHd/dEyfPrwYABMIRTP/Vf8RpFx9Wj58dPdjez/z1f9AfivU2O2rWeNx79l7itF88uxpPfboNQOyGW2J7//9e/xp/efMb8fNH1xwhvok+dd966ZIDMWcgQf/lji4c++f3xGm3nTYPpyzIXCdT963E9v7Q6WPx9x/sI0676LEVeOWLnQBiSc1XE2K97Y31+PP/Noifl127GL6BJNnyTW047Z7BOpm4b32zuweLb3tHnPaHU+bge/vUZoz1vAMn4dfHzxI/H3DT/7Cj0w8gdkP2kXMHY/3dS1/iwQ8G6+TrVw6+k+Ovb32DW177Wvy8/JdHoCQvlmR+be1OXPiPFeK0Z360P/auiyWSNzb34PD/Nxjrjd+agzP2zRzrT4+ahksOH9y3jrr9Hazf1QMA2G9yGZ784WAbetVTn+G5VdvFz29cNRjrXW9/gz/+ZzDWT365WEzer27swIl3Dp6DJO5b2zv6segPb4rTrjthFs5ZNCljrKnnS0v+9B6+auoCEEskP33hYKw3vrwG974/2C69+dNDxX/f/95G/N+/vxI/f3zNEagYuFH3zvpmfD9h3/rHefvgoKmxhGdTZz/2v2kw1t8cPwvnHpg51ksOm4KfHj1d/Pyduz/EJ5vbAcQ6CTz74wPEadc89wWeWD7Y3ifG+uD7m/C7l78UP3949eHiWKobdnXjyNsHz5devvRA7DGQDG3tCWDh//1XnHb1khn40SH1GWM9ZUE1bjttT/Hzafd8hOUDx6YZFYVJx6Y//28Dbntj8Hzp3Z8PtvePfrwFv3p+jfj57Z8eirqBmzSp+9Z9Z+8l3jRq7w1i/g1viNN+fsx0XHTolIyxJu5bfwWw9IFleG9DC4DYzcEXEpKw17+0Fg99sFn8/N7PB9v7J5ZvxTXPDR6b3vzJIZg8NnbjY8OONhz558FYn/3R/thrYN/qDYQx+7eD5/eXHzEVVyac3yfGetycSvz1zAVirGc/uBzvro+195XFXryQcGy6792N+P0rg3VyqE4rNHJ1BwZ7pGa6eUdEROaVVat98skn48knn0z7+8MPP4zDDz88wxzAunXr8MILLygKqrW1FZdeeikmTpwIn8+HefPm4cEHH8xq3kgkgttvvx0zZ86Ez+dDXV0dfvnLX6K/vz/tu+vXr8dpp52G8vJyeDwezJw5E3fccQei0Wjad9977z0sWbIEpaWl8Hg8mDZtGn7zm9+wm79CegyLlLoOOesUFI6JZvQ9dT3Wn9t2VbpShfNZmE2HH506PhnHK9PGaNiqqb9RgPrjSmpVPbON1Qz7hxajdebSpkuRitXoTZlalloMg5rehuvQpmu+htHJ6O1q9PqJtLJr4IYjAIwf4qkEIiIyp6xfwJfJ5s2b8c477wz/RRl6e3tx5JFHYs2aNbj44osxY8YMPP300zjvvPOwc+dOXHvttZLzX3TRRbj33ntx6qmn4vLLL8fKlStx0003YcWKFXj11VfFC4jNmzdj//33R29vLy655BLU19fjueeew5VXXol169bh7rvvFpf5zjvv4IgjjkBFRQWuuuoqlJeX44033sANN9yA999/H2+88QYcjvTH4EYDqQtCqZNfqQu3XE6alV6gSs839MRcLkClVimZtJCYlMv1sNQ6lZaJEQkDye2qWxQJ65QsSutcIipNpGn1GyXDUdwOmKs8JOuOyfYtyfly+B2K653C/U5qPqU3GYeNR2l9lZiWS6yS61R4zM/puC5VXlLzWWof0T9YLfYRrWixTiOOTeY6wmjTvpruR5JpCYIgPr3itNsyDsFHRETmlVMyWQt33nknVq1ahcceewxnnHEGAOCCCy7AMcccg+uvvx5Lly7FhAkTMs67bNky3Hvvvbjgggtw7733in+vra3Fr3/9azzzzDM47bTTAAC33nor2tra8Oijj+LMM88EAPzoRz/C4YcfjnvuuQdXXHEFZsyYIa6/uLgYK1euxLhxsUenf/zjH+Oqq67C7bffjqeffhqnn366ZttEb0ovztQ6MZdzCSwVj9c79B1uQy7cFF6c5RKqZILYZBc82twIUM5uG/rBDS32Ea1+h6US1jpsHzmLUbqPeDyZxycdbk6T5bJVSABmbs0T2yW1bsjlcmzSYh9R2vZqxUo3BKUovgmr0UrN1r46XUOf1mtxwzh9HanLVf+8x4Bilp7PZOcuSutk6jlzYnw5nYdKTTPX7pMVh8N0l86Wtb2jHz0Dw1xUlfhgV2nMZKfTJV6vk7mxrKzF5/Nhjz32GP6LZDi9ysp0gxM9/PDDqKysTErO2u12/OxnP0MwGMTjjz8uOS8AXHXVVUl/v/LKK+F2u/HQQw+Jf9uwITZ24PHHHy/+zWaz4cQTTwQAfPbZZwCATZs2YcOGDfjWt76V1tjFX0qodu9sszFiSIqkaWnfzS6g1BNqeUmk7C6A0r5mxTNjmXL5yUovTvS4yLNSr1S1Lv3TyjLbNZhrU5kuoZPK6B7G8p500KCnmqwFSU0yVznr0fynDUUj9d2EqcO1Z0lt8TDrVMpKnReTt4dKvz81sSqxzeUsJ2la2mcNboyYrrSSJZ9XKD/vy3YdWs1ntpupRFr7Ynun+O+hXqZMRETmZapkcmdnJ9atW4d99tkn7YRw331jL+patmxZplkBAB9//DGKi4vFHsVx+fn5mD17dtK8M2fGXmC2du3apO/Gk8w1NTXi/9evX4/f/va3aevbtSv2sqPROsSFbNo8dTukYFD5eNZaPSI82llpswrC4NjpuoxfrPkazMHoKqBH8jYcDmm/khRm27e0GDM5lVpJTz1iVYt1IrVYrFYKVkI4Eh7+SxrS5zg2Wo6W+gqFgil/4XbOJBqNGB3CiNDZH8I3u2MvPfW5HKgfl6/asiORMNrb2xAxuD2k4bGsrCUQCKChoYHvDLMAvcrKVMnk7du3QxCEjMNYFBUVobCwEJs2bcowZ0xjY+OQQ2DU1NSgvb0dnZ2xu6BXX301Zs6ciXPPPRdvvvkmNm/ejDvvvBP33XcfFi9ejEWLYm9GdrlcmDp1asbl/vGPfwQAHHbYYbJ/60ihySOMucSTMHM0mnJ1qHCdmj2KqDQeheNHDkfp48PS8eh/MaLW4+Vq5RaU1i0jLuO0iEe7/Uf9/UCtUIWUtkfpfqDHY+lyaDGEi9nGX5X+HdoEq3xMYK3ikZpmQDlrcC5huuO6SvHIuRFuqWOTBucZRgwzobyHs/b7eqaXjw89n7mOTXpiZxN1vL+hBfFTpT2qi+C0q5eSEAQBoVCYZWUBLCtriUaj6O/vl3W8IGPoVVamGvgpnugtKCjIOD0vLw+9vb2S89fX1w85LxB7wV9xcTEqKipwww034Nxzz8URRxwhfm/RokX417/+NeyJ23XXXYc333wTCxYswCmnnDLk9yZPnpz0OX53wO/3o7+/X/y7w+GA2+1GNBrNeAfB5/OJ86dWCpfLBafTiXA4jFAouUec3W6Hx+OBIAjw+/1I5fV6YbPZkpab2jshXhkBIJghtvg0fyj9bn0wGEQkEvt7au+vSCSCYDC2rmhkcN74t/x+PwRBQDicfLfSBiAUCsV+bzC9B2B8G4aG6Jns9/sRSdmG8YNYpm0Y3y7xbRiJJMwrxP4e34bhlHnD4XBC2SRv12BC7KllHgwFEY1GYbfb0+IJh0MIhUJwuVyIRCJJB+BIJAK/3y+OfZe4XYFYWbndbjgcjrR61O/vh8vmgdvtTjuoBwIB9Pf3w+fzpe0bgWAgabmpv7+/v1+s34kp2sR65fV60y5A4tNcLlfaOuPT7HZ72sVZPNb4OhKFgiFxmtOZ3PxFBmIF0i/cItFI0v6aKnFa6jr9fj/6HZn3rcRYwynzBYPBIdcZjYSHXGfidgWQdrc/cVpqPP39/eJvD6TsP6HQ4Lbz+1P2LUFQvH0S24jUWBPbiNT9IBZHrI3I9BRCvI1IZbNhyHY2dbmZDsDxNiISSW/v4m1Eaqzx/SkQCKTFGl9HOBxGIKWNTow/dftGIhGxjQgGg4gk9JaKnZwPthHhUPJ2SGwjUmMNBvyIRHxwOBxpvzEQDCIYDIrHqkShUFBsI1JFIpGkNiKx1380KiS1EaltT1IbkbKv+/1+9NsjsTYipQUJDew/drsddqcrJdbB/cfj8STNm7ivp7YRQkI9z3SO4Pf7EXXY419Ompa4r0dS6mXivp663MT9LrbcwX/Gt2tcUpkIyXUmdZ1+fz+EsENcf+rviM+a6dg01L6eGk9iWQopbYRUuxRJ6dkfCgbRj9j3U9usSGSwvQsE0s9x4vtyJoltRDThO6ltROpxNHG5mZ5CiLcRmdqYeBuRej6W2Eak7lup5ydCwvTE39bf358Wa2IbkXp+Ehr47YntbFzi59TtGm//HA5HhvOTcFIbkdguxff1eBsh5/zE7/cj6LPH2oiUaYGAH/39rozvyYifg8TPkxNFBo6j8fPkxF0vsb7GpmU+B3E6nWltjz/gR3+/LWMbEUjY1wUhOXkWDg99fhIOJZ+fJI87n3r8TTm3S5iW2nM9FmssjvQ6MNhmpZ7fh8KhrNuBaEp9TT4HSa4/qcu02WxiuWZan8fjGTwGptQnp9MpHgNTf1vicjO1EW63G1OnThVjBgbbwmg0eb+32ewDxzUhY+9K58DxJxJJT5jZ7Q7Y7XZEo9G0Hs82m21gfOb066D47wNskssVhGiGcxWbWL8ytV8OhxM2m23g+iK5LtntdtjtjiyWG0ZqlwyHwwGbzY5oNIKtrb34pjneK9mO+TXFADDsNpRe7uA2DIfj55RRxEJSvg2ly8a4bZjaRmZbD9Vfbm7bMD5LvMwGY1JjG8bKJhyJnev4/X643W7N2oz4MTG1rpkpx5O63OF+a2q7mxi/Gbeh1HK12oZSywX0P3bFt2F8O8X/n+02lMtUyeTh7koJggC7xJ1Lqfnj0+Lz/+EPf8A111yDSZMm4cYbb0R1dTWWL1+OO+64A/vvvz9ef/11VFZWZlzW9ddfj+uvvx7jx4/HM888IxnTUBobG1FUNDg+VHFxMSZMmIBQKISGhoa078cH0G5sbEyrlDU1NSgpKUFnZyeampqSphUUFKCurg7RaDTjcmfMmAGn04mdO3eiu7sbALB74LGjuL6+PjS0boutvzW98m3cuBGCICAQTk+8NDc3o729HUB6+fT392Pz5s0AgN6+9JsEmzdvRjgcRkdHe9q01tZWtLS0YFdKrECscWtoaECHP+XANXDC39jYiL6UbRjfWTs6OrBz586kBiOe4IlEImhoaEBfwg2NqBBFNBqFw+FAU1MTmpubk5bb2dmJMWPGoKenBzt37kyatnv3LmDyWADAtq1bU6btRihUDY/HIw6nEtfR0YG2tjaMHz8efX19SY1QT08Ptm7dimnTpgEAenuTt09DQwMmT56MvLw89KVs800bN6F6fDmqqqoQSjk5amxsRGHQh1mzZiHVzqadaLB3ora2NqlOx35/BxoaGlBUVITa2tqkaX19fWKdzLTc+LSqqqohp8VuEiU/Grd9x3aUhlsBAPnjktfZ3NyMhoZYeY4fPz5pWkdnp7jc1Beo9fX1J+0/qQ1/4rTe3uQD4ObNm9HujZ3I7NyZvP/s2LEDDZG22DJTerPu2rULDZ5uZNLZ1ZW0Tn/KwT1xWld38jISp+3alVwHNm7cKP67aWfyQbW9vQ0NDbFY2/tTkowDj9IMJd5GAIA/Zd9LbCM6O7uSpiW2ES3N6dsi3kbs2JV+AhBvIzJJ3UapGhsb0274xduEeBsRv/mZKN5GtLb2Jf09fiLc1NSE7Y2tSdPi7UlPTw82bUxuBxLXkRpvd3cPQqGQ2EYk3mgNh0NJbURHZ0fSvIltRGvKNtq6dRvqxuQhLy8PHR3J8+3auQstFS5UVVWlnYg0Nzdj06bg4L6cUJ17enrR0NAgthGhhOR2fJuJbUTKcUKqjdi8eRPaPI6BNiL5dGbXrt1oyOtFXl4eJkysS5rW3t4uLnf69OlJ03oHYgXS24ioEE1uI1KSRRsbNsLliP0tFEq+Kd7Y2AhPX+xN9e1CXnKsu3ehoSFWfqk35FpbW9DQkHgyObh9EttQIDnpJ0BImtbW3pEc68ZNcA/Eur05ef/ZumUL+vJj23N7V/KxYPfuZjQ0ZE4i9fb2JreTCRcDkXAkaVpHR/L+k9hGtLYmT2tpbcHOvtj+v7Mped+KtT2xY+uO7vSL+ngbkcoGW1IbEcqQTI3H292d3vbE24jUWGO/LdZGNLalXwTE63tLynEi/tubmprQ05N83A4GYsvp6elBY2Nj0o2+xP2woaEBXV3JsSa2ES2tyft6R3s7qssK0NfXh6amHUnTdu/eDcyKHXu3bduWNK2lpQWBQA3y8vLS2tj29na0tLSIbUTixVkgEMCmTZvEfTn1dya2Ef19yeW8ectm2ANlqK2tTbuga2xshKvXjVmzZqXdlI7tPyFUVVWhrKwsaVp3VzcaGhqQl5cX6/iR0PQkHtNS24h4rEB6GwHE9p9gmyuWhHaNSZq2s6kJDY5YnSmvSj4/aW1tRUNDrF6MGZM8X8fAuRSQ3kaEU64bQik3DxOndXclH7u3bt2KcHssybQ7pU5ub9yOwkCsfP0p5/ftbW1oaMjc26mnpydpnYnnmvH6H9fWmnzMTz3Oeb1eTJkyBUByGxE3ZcoUeL3epPOIuPLyclRUVCSdR8Q5nU5xSMRMbURdXZ0Yb/x8L/4dnz0KrzC4b7vdbhTk5yESjaCzI7neAkBZYexY0NXlT0uY5fsK4HG74Q/40deb3F64nC4UFnogCFG0t6cvtyQ/D3a7HT09waTOKQCQ58mD1+tBMBhET09ye+1wOlBcGDtvbm/vTRvipyjfB6fDgd6+XgT8yTF5XV7k5XkQCoXQ3Z28XLvdjpKB5XZ0pPeGK/QVwuVyoa2zB2+vH2w3Dp5UhPI8G/LzPAhHIujqTP6tNhtQOrANO7v8iKRswwJvAdxuN/x+P/r6BuJ1AAWl+XA6gaJCD6LRKDoylE1pQR5sNju6u4NpyaA8bx68Hg8CwSB6U7ah0+FA0cBvbWtLv34tLvDBYXegp7dHbL/jfG4vfD4PQqFg+jZ0OBK2YV/aE7ZFeUVwOp3o6+uFP6VsPB7PwDYMZ9iGtiy3Yf/gNhzgdrlRUJAnsQ3zYbPZ0NUVSNuP8rz58Ho88AcC6OtN3YZOFBXmIxx2wId8ABFAGIyrpCBev3vSEmp5Hl+W9bsPgiDAO3B+2NjYiOrqavh8PrS0tKCtrS1p3jFjxqCyshKBQCDpegiItbvxIVK3bt2aFtPEiRNRWFiItra2tFyAmXI8cRUVFSgvL0dPT0/aMX64djdOi3a3oKAg4/VbaWkpqqurM16/2Ww2zJ49G8DguVmiCRMmoLi4WDw3S1RYWIiJEyemHZviZs6cKeZ4Us9ZKisrxRxPY2Nj0jSfzyd2cM203KlTp4rnZqnXk2PHjhWv37Zs2ZI0ze12i9dvmzZtSstHxHM8LS0taG1tFbcJAJSVlYnnZqkx2e32jNdZ2cg6mbx582a8++67aX8DgPfeey+toqVWoGwUFhYCiF0gZdLX14dJkyZJzi81LwCUlJSgq6sLv/vd7zB+/HgsX74c5eXlAICTTz4Zhx9+OI466ihcddVVeOKJJ5KWEQqF8OMf/xgPPPAAqqur8cYbb6T1PE6V2hitXLkSCxcuRE1NTVIv6vjJocvlGrJ3NRBrVDLdGQFijVW8B3ZcPNFtt9szLje+3oqKCvEFg2t6mgAMJjzy8vIwsaoEAOD3dQFI3hHj2yDWcyG5QRo7dqx4Am+3bUO8x4QgJO9o+Z/2AkhuQOvq6iAIAko3NwBIPuEcM2YMiouL8WXvzqRYgdiOVl9fj6b2HgDJOzcQ24axnslbk+YBYvUjPz8fdvt2MVbPwB0gh8OB+vp65K/oA9A38Jvs4jaurKzEuLFhAIMHp+Li2N32goICVFRUABhsHMeNG7wImVBbC6ApYdo4sVxTL1ZKSkrEbZqXlzdQhrHGJL+gIClpm59fAGDwRKe+vl78rXl5yUnYSZMnocgXS6K6Unry1dTUYFJ1LFGcerFWWVmJ+vox4nITFReXoL6+PuO44nl5eWL5Z+rBE58W63XYl3Ga3W7H5k0dSdOqq6pRP7EEANDcl9zIjh07FvX11QDSe/6UFBenxLNdnJZYVwHA8dX6jPEAQH5Lcp2rq6tDWX5s2+wQWpG4/1RVVaG+rhRAPJk8WCfHV4xHfX3iSz8HDyjFRUVJ6/R62gDETmzi9T+uaG0QwOABMHHaBv9uJNbJxGkt9nYAgzcySkvLUD85FmtLTxCJ+5bH40F9fWLSP/ngl9hO+nydAAYTIIltRPHXYQDdCd8d3O7lbY1I3LeAwTai1ZEcKzDYRmSKJ3kbJU8DYvVdEAT4PugCEDspie/n8TaieH0kKVZgsI3Y6G8CMHgymdhGVIe8SKwDefmx/bCgoACTJk9CYhs6GH+8bAZjLSwsSGojCvKbEG9DnU5XUhtRUlKCxDY0sY2IHf+aE6ZNEG+mxOYbNL5ivHi8TL3hMnbsWEyaVI1MCgryk9oel2tw34tvs3gbYbMl35xN3CdTW4m6ukkozXPB5XJhpz+5jRg/fhzq6ysy3uwtLS1Fff1kcf2JT83kD8QKxNuIwXbZZrMntxGbk5P/k+snwz3QM3nj18l1taamBvWVsXOchpbkY934ceNRX18xuFwMnjeUl5ejvj5xmK2EupPQhgKA57O1AGInpTbYkqaVbdskTgOAyZMnweOMbfMudycS95+JdRNRURQ77tlb+wAMJhrHjRs75L6en5+f3E46dyJ+bHI4HUnTShu+QWKdTGwjxjRtBtAxuA3GlCO/MtYWbgk3I7G+ejwe1FcOlFdbcqzAYBuRGiuQ3Ea43C0ABpMJiW1E4RcBJB5HgcE2YszOLUmxAoNtRDC/G4n1B0g4j+jyI/EYEz8GVlZWDpzjDcbq9sT2m4KCAtTX18PjbhVjTdwP6+vrUbxxPRLLObGNKB/TD2Dwwq+kNNae5+XlobKyCsBucVriC6cnTKhF4rGpvLxcXG+8PYgrLS1NaiNiPWgC4ufEc/jYU4iDsSa2Eb6Uc9m6iXWoKI39zeFI3qcnTJiA+vEFGc8jxowpR319rbgdEhUWFaK+vn6wjUiYPXZMqx9YX/r5S3Ibkbw/106ciAmlsae4Oncmt0sVlZWor49tH380+XeMGTMG9fUTE5Y7qKSkJLnt+Wi1OM2Zct3g2pR8kZg47fPu5PP32tpaTCwb2K67u5BYJ6trqlE/0GO0P+X8vrSsDPX1iddjg/U1Xk/j8j7uQfw4Gq//4m9u3obEOpl6nZJYppmut+L1JfE8Ii6+DVPP31KXm9xGDC5348aNST3kVq1ahUWLFuGoPeuwYMH8tFisaaKuyxUEARc/vhKdA519FtSW4G/nHAC73cqDo+i7DUmOwW0YjQqoqakR24zy8nKUDhwD4+JtRmL7H5fYZtTW1mZsM4BYwi61Y5WZcjypy01trwHpdjcQCIjJSS3aXSD1+i35t6Re46aKn5tlWm783CxRfBumHptSpw+emw2S2oaJ1x6Zlpt0bpZyHhXfhqnn+EDyNpw0adKQv7W8vBw+nw+NjY2oqamBx+MRt2Gm+p2LrJPJDz/8MB5++OG0vwuCgEMPPTTj3+WO8VVXVwebzZaW3QdiPbR6enqGHBMZiG3UocZUbmxsRHl5ObxeL9asWYP+/n6cffbZaQW4ePFi1NfX47XXXkv6e3d3N7797W/j9ddfx8yZM/Hqq69i4kTlDb3X683Yndxut0t2M0+9gE/kdDrTTkDjbDZb1stNTQo6EmLyeFJ72gx2i7c503sCZ0owist1OMR5HfbBk/V4rYl343e60n+TyxVLIKQu3wabuA3zg5nvpHm93rS7vfETmUzb0DHQIMS3YWKssA3u2B6PBy538gVLfFlOpzMtVk/CZ29KuXoGHsMB0ssj/tuB+KNJg/uZw+FIetQz9SIosQ44UpIseT4f3O5YvKkndl6PZ8j64/a4h5zmcjlTpg0ud7i6rnSa1zsYq60/+ULO7R46VoczOdbE7epMqKuxaUPHk1Q/Bqb5fANJtJSyTNyuqXXSIyPWxINW6nZNrc+J01LrVtI0T3LyxO12idO94eS6Y5Moy8Q2Iv7d5OUOxpC27yVsd3dKMsCGwTbC40nvhZG4nyTPZxu67g2Uq1e8gZSeiIy3EZna2ngbkbrsxDYitQ2P74dOpzPtMe3EdaQu0+l0JrURiXUg/vtjv8EBV0qsietJ3UYer1dsN1J/o8ftEcsrNUmbtm8l7CNOR0p9tSXWV9uQ+x0gva/n+bzivpXKnbBvhSLJJ4DutHYpMVbH0HV5mHh8Xh/czsHjRaLEdsnpSu4B5ZFsQ10S29UxZDuAlP0u9Tjq9frgdcVPLP0p0wbPT7ye5OO6VBvqlGhD7SnnIKnxJE9LrpNujxs+r2tg/Sn7T8I28HpSH89FxqEP4hLbCHtKeSW2EfHHmRPFl5u6/9gGHrF1Op1p50uxmGLbwZsyyZ7QRqSK7y/x5drsyftPnM/nS2vTE9uI1FjjN3UcDgc8HonzE29yTIlDWqUv05XURiQeD1P3dTnnJz6fd8i2xyNxfpJ+DjIotV1KNNw5s3Q7kHh+n3xs8ibs68G+5HYgbV9PnObMPtbUG3LJ5wMp2zwh1vz85F5iSed9jpR2QCLW1HYg8TiaGmvqcV3pNs/2WiOTbNuI+PcyPelA2Xnkoy145YvYDY0irxN/+t58TRLJ8eFtfD7fkNfFZA56lZXdbkva1/VoM9JjMD7Hk2q435o6zeVyoaamJuPQUXKWq9U2lFquVttQarmAcceugoIC1NTUoKCgICm+4bahXFnttQcffLBmL39IVFhYiJkzZ+KTTz5Jm7Zs2TIAwAEHHDDk/Pvuuy9WrFiBhoaGpIx7T08P1q5diyVLlgAY3PiZxryM/z3x7kNvby+OOeYYfPjhhzj00EPxr3/9K63H1kiSWtSJn9WqBlLLGW4I/mzjcaZcqGjxO+RQ+rKbXNah/IVI2QekNPTUNkVpG6PWS/7S6r3CF/6o9+IiqfXLWIoOdV2tVUhXSf13WqV1K1MSenCZKZ8Tfpcex9nh2Ib4t5z5Yp9tGKo1Tx6bVMZKpNafw36XbTkPVz7ZHmPk1Cv19q3U9ja77xpRJ5W/kFDGOmQcG9Vq05UfK6WWmZ4EV2M5epAuAxn7iGr7msJzEMUFK/lR8XeVhiN1MZxLM2D8UU1dTE4q88aXu3D9S2vFz7d8Zx4mlOVJzKGc0+kUn3Ymc2NZWYvT6RzRObCRRK+yyuqI+Pbbb2scxqCzzjoL1157LZ544gmcfvrpAGJjVd56663weDzi3zI588wzcdddd+GPf/wj7rnnHvHvt99+O0KhEM455xwAsbEX6+rq8Oyzz+JXv/pVUg/jF198EZs2bcJpp50m/u3888/Hhx9+iBNOOAHPPPOM5N0JUkaLi5yhbhbkymwXZHozJBGvcJ25xJr6wsiRSGldNkHOM4nZkuuRSOaxJA2jUtJGDqX7j2Q4Mm74yKE4VlXWrh4tkpVaMdu204LSG5K5iKp1dyaB2dpXI9ZvxDmIFqTqXdrLrs0WvEmwZ7J8K7a04ZLHVyL+AN6FB0/G0bMrNFtfOBxGZ2cniouLmfw3OZaVtbC8rEOvsjJdLbjiiivw6KOP4pxzzsHKlSsxbdo0PPXUU/jf//6HW265ZWDcWWD16tVYvXo15s6di7lz5wKI9Vo+55xzcO+996K9vR1HH300li1bhvvvvx8nnHACTj75ZACxnhsPPPAAjj32WOy999648MILMWHCBKxcuRIPPPAAqqqqcMsttwAA3n//fTz55JPweDxYsmQJnnnmmbSYJ0+eLNljeiTTordtLqevietMfcOudI5C/8SZ0l7DWp3eK+5tKzHRiEsRtepk4jhEuSSWpeNJ7AGYOk399eVCefJDm4i02Eek94Hsl5r6xmstEhGG7FtKn3RQ/ISEckp7uWsXj9JejyY7NknNJ7lM5cEqbdOV9nDOieJ9RJ2IojJuokvWSQ322VwS6ElPTKQ+1aRBj2KtEqmKY9XoHDVxuanHLen51JlmxXy1Vh1VRqq1Ozpx3sOfii9pP2nPKvzimBmarjMUCqGpqQl5eXlMeJkcy8paWF7WoVdZyV7y1q1bUVhYmDZoOQDceOONWLJkCebPn684IJ/Ph7fffhvXXnstHnnkEXR3d2P69Ol45JFHsHTpUvF7zz33HK6//nr89re/FZPJAHDfffdhypQpePDBB/HCCy+gpqYGv/rVr3DNNdcknRwefvjhWLZsGW644Qbcfffd6OjoQGVlJc4//3z89re/FZPWL730EoDYgOMXXXRRxpjPPPPMUZtMlkX3k0ZzPbY5UpjtcVhKJiftbbZkv5kN9TZjsxgN+8hoePLDCIZs1VFQlFZ6ikcPVnraJ7W9N3PbY/JDUxILhUoq+HxbB5Y+sAxd/tiNigOnlOOWb8+z+Av3iIgobujB1VIIgoBLL70UU6dOTXs5HQC0trbi17/+Nfbaay9ceOGFCIVCGZaSnbFjx+K+++7Drl270NfXh1WrViUlkgHguuuugyAIuO6665L+7nQ68ctf/hINDQ0IBAJoaGjA7373u4wDTc+bNw/PPvssmpubEQqFsHXrVvztb38TE8kAcPPNN0MQBMn/Hn30UcW/1YzST5qzO+gPexGT5Vnk8GMm534SYsg4kHIGxFNrnVLTDOjxlrSOYT4rXpDixWT/SLLynqbqBCtvMdoXpqwe35LLMVkvdy1656X1qsv8b7nUG3t46N7yspaTZf+0nOJOWEUuvQxVG3c9y2WaIcmY9TjRGsQy7DoVP7WjVjkOvY/KiUctaq1Cj9+h1hjFeryfQ611Kn4SJoenkbQ4NqUtR53FcLiMUerTzW048/7BRPLCiaX421kLxJfUEhGR9WXdov/gBz/AX//6V9hsNgQCgbTpkUgEZ599NvLz83H//ffj+9//vqqB0simz0WFEYm8kc/Mm8NKFzFSSUYjmG2IBSlmK+f0ZJSx8enxuH/qOqw0DrEm4zurRF6CSf2k+EhlzDjR6tyo0Z3JYpUaKiGXtlabHr4mO+/U4WaMHCarWqSS/365C0sfWI6eQCyRvN/kMjxy7j4o9LoMjoyIiNSUVTL5xRdfxCOPPIL58+ejoaEhY6J43LhxeOihh/DZZ59h+vTpeOqpp/Dqq6+qHjCZizbjliqXOK9D4q3mafOpdIKtVWImaZpGZ9/ZbgM9evpIrT+XdcoJR71eOcqmyZF4DSzrN+rRa0ur+qpwH1HaI19Oos6m0iOcSsc01YoWbXoudVCLcee1SqhoMz6rWokqOe2rsg2b03Fd6RMLBvcAl1W3ZaxDasgdu0378x45+3PijZqc9i0NylLOGPmqHSu1+B25bNaEeVOHHlDcvprrsKU6u4xri9Ho7x9swg//8Sn6Q7GxpQ+aWo6HztkH+R79xle12+0oKChgWVkAy8paWF7WoVdZZbX0+++/Hz6fD6+88gqqq6slvzt58mQ899xzsNvtuP/++1UJkoxlqR40CTwed9Jnq/4OszNbklGp9ESVsQdK6QTK0NOMGJPQZEWpCTljJrtdyb1v9LihoBbF4ZjsdxhBix7yWm1WvRNeZmO2G7bS82U/o8PpULYSHag1ZnL6kC3qM2KMfKUJfLVC9Xg86ixIQmqoZnuqKBsuF3vXZhKJCvjdS1/iupe+RHSgoE+YV4X7zt4LPre+7ZLH40FdXZ0udZpyw7KyFpaXdehVVlndJvzkk09wwgknYPz48VktdMaMGTj66KPx0Ucf5RQcGcPo8QrlMNuJqNJxkXP5GUrHoJViyFY1XU+Xobes4p6vuYQjQXnPT3PtP1JMNw6k1JIkdkq1eunqwYheupLzSXzWaigPLYbAMKKYleaOjRkOQmKaATdmlPfg1Wr/UdprWPtjU/o+qvBJEHXCUY0W+0hOvfWlpikMSOqlg7mNnz+ymP1lvEbo6Avisic/w7vrm8W/XXRoPX561HRDXrYnCAKi0SjsdrvprhMpGcvKWlhe1qFXWWXV9a6trQ2TJk2SteAZM2agtbVVUVBkJeokSFUbmiDhy36/P+vlyLlQUO0lP5ZK2ktMk/GoqD5sGf418FlGOFGVLhgUPy6seH3qkEzcyXksXmqaSo/nqrWPqnWBHgwFs16uZDyK9zsZy5HVTqufxMolHsnlKD02ydkeegy/I2NYFj1ulEhvOm1umGqRINVu+B1l31MrnlA4nPV3s90+aeWq+Ca18h+Zdd1S67wzhwKReompJscCWW3W0DK9D2fodep7XmMmwWBw+C+NIl81deHEOz8QE8kOuw1/OGUOfn7MDEMSyUDs+u+rr75Kuw4k82FZWQvLyzr0KquseiaXl5fLTgz39/ejrKxMUVBElL2RcHJOubFqP5mR2sHH6H1ypG5XIxj98kSiVFbqGanW0BaJRuM+aaEil4Ud26zthc+24+p/fiGOj1yW78adZ8zHAfXlBkdGRER6yCqZXF9fj+XLl8ta8AcffICamhpFQZG5WPVcz+i3tY9UZhtuQC1mi0eKVBnIueZUrSwtdEWoNFStEjhm23RmiydR+kuxzBWsuaKRlvykgWFhjGhmGyJEl/VLHpsMGIdYrSEfdNiwyo9N6sYRp8VvHqE58VGnLxjG9S9+iac+3Sb+bU51Me5euhDVJT4DIyMiIj1lNczFKaecgi+++AIvvfRSVgt96aWXsHr1ahx11FE5BUfmY8RLa6QoHQLDCEaMD6j0MV+zPZYuvX5jh9LIfop6Q7/IWmf2izGc+YZ3UdbepQ8zMfRjz0nfM1lpqTUERtp3FcQy/PqVTdOKau1AzpEoWKfUEAc6MNs+otZ5j9E374x46aLiscxltb3GtptGnLtoMf61VvudlcbGpuF91dSFE/7yflIi+dQFNXjmR/szkUxENMpklUxeunQpSktLcdZZZ+H111+X/O6rr76KpUuXwuPx4IILLlAlSDIvXRKSsk64E5I2Kg2elzZJpQsy5RcgyZ/V6umR7WaWNU6owljSlqOwLmk13rUsOiS5EuuAsr0lwzSJwR7NcBNHaphMtcYaTp5mRBJLYppaNxt0SGzKq5PZl4/im2UyElxSvSnlbTv1b8TKqffSy1HnWC29fv2TUYbss4k3jiS/mPox+1ilnpLQYgx0eftd8tTE/UerhKSS7w333bSnIBSe96Tvo+rXyVzKXItdxIiXEJP2BEHAIx9txkl//QANzb0AAJ/LgVu+PRe3fmcuvC6HwRESEZHeshrmYsyYMXjwwQdxyimnYMmSJTjooIOwZMkSzJgxAwUFBWhvb8f69evxyiuv4KOPPoodcB55BHV1dRqHT3ow26PE2fJ4PSl/0eAkXvUlWo/yXjDm2nqp4dgNjs9KvXkUJ7HM9kNU4nK5kz5L338yNrmQNq/Sm1zKVzliaJOYUTjfsMsd3QkfoxPN8ubLfprT6VK0Diuz0rFSKT2qq9fj1X4lI4Db7R7+SyNMR18QP392NV7/cpf4t1mVRfjLGfNRP7bAwMgy83q9mDFjBhwOJrjNjmVlLSwv69CrrLJKJgPAiSeeiFdffRVnnXUW3n33Xbz33ntp3xEEAbW1tbjzzjtx/PHHqxookVx6XCyaYfy3kXKxZD7W3LJmqJPZstJLheSMmWzUG8zjrLRdzc5sQ49ki1VgdEjd181cW40YM1kps73kUCoctUI15JzZgneUzdYRQmvLN7XhiidXYUenX/zbOQfU4eolM0zbG9lms8HpzDrFQQZiWVkLy8s69CorWWs48sgjsXnzZjz77LP497//jS1btqC9vR1jx47F1KlTceKJJ2LJkiXweFJ7hJKVKB4nVINYhiMVTygQ1C+QAUpHwMjl5FTyOkKlR72Tpmk1bIHSR5lVjyRGEKJDr1Pho95aJaYUP+5vsosiPcZk1+MFkqFQSGI+7X+j2WkxrIN27auyTI1WQz4opdb433qQbCcNiNVsT15IlWUkEhl6PqllanZskqp31ukdr8V407n8Ri2al2AwkLwYW+Z/y2e20syN1PF9JAlFovjLm9/gzjc3IDpwGCzNc+GWb8/D4lnjjQ1uGIFAADt37kRFRQVzEibHsrIWlpd16FVWstPVPp8PS5cuxdKlS7WIhyxGrVNExS9pSf1uwpejKclA5cnK1LHz1KE0yafVabniJJcRmd4sV5n2m2TEE1Wtt4/kVIkp2QerdMxkKVLjTRs9VuzAgodcjuKhVxQmPlJFUyqPFskoOTcQ1LrBofgmipz6okOyX7Wx/rMPJ4cxnLPff9Tb99W/oZw2n4z2VfE455LL1Ea260w7r5ARkFSvWTk9arO9ASN1E2c4qo2ZnOU0eWtQp71Pn3fo5Sg+NqnVvqbNO/iX1OOW4nhkrN+KotGhOxqMFBt2dePKpz/Dmu1d4t/2nVSGP31vPiqKzT8cSjQaRXd3N8aNG2d0KDQMlpW1sLysQ6+yYj91GtZIOPnTCreNcmbbdmbrpSvFbLGaKxppesQqq3hMtvFMVrUkmW0ICjPtl8NFYp5IaThWeppBj3iMuDmlB6PbD6kbyJqtU/M1kBzRqIAHP9iEP772NYLhWNLcabfhsiOm4uLDpsBh8BBeRERkLkwm04iV1gNDxrzZ9s9I/Z7RFwN6SN+ucnrQavHI+Ailx0W59qsgjJJ2wWRJpJEi9Tdn2/E0lwcr1NrMJht2NknadtVmLZLrVEPamMmjch8ZhT+aSGXb2vrw02c+x7JNbeLfpowrwO2n7Yk5NcUGRkZERGbFZDKlkff4tC3jvzN9VwtqDUGhxXh46esYevvISnzLegxbxiPSksMGKNsIsh6hV7QG6Tqp1jrkLEeqLOUMP6BePOqsRI9xQ+U8OqvFuKpaxap4HQb3SFSrvuZyA0pyuVJtluGPYQ99bFJvu+qfRNNiyInhliN9rNT+HETOsChq7SPS8ajTGCvff6SOsan1XuG5g4xzTaW0Ov5mu4/ksn7Vhi4a4t+p68jl+Gu2MdkpmSAIeObTRvzu5S/REwgDiJXLeYsm4adHTzftS/aIiMh4TCaTIeSMZav0ZNPlcqUsR53EpplfGqNHD51cLp71SEonzZfD5rAb/DifnLUr7VWn1jjixjNXPGZ707EuLzZUK0Gcw1StSSVbzLBOpe2/Zje59MnaKyLrBq7SdUjclM1lG0uNi+xwqJ/4MeIFlnIk36jRpmIp3rdUjiNXUj/DmXLOTJlpsY8Zpbk7gGueW43/frVb/Ft1iQ+3fmce9q8fY2BkuXG5XKioqEi7DiTzYVlZC8vLOvQqK3Nd8ZIpafJopg4XGHokdMx2oSDn5TtGM1uPFJOFYy1mK0yDybnY5JazDuu0rsPXK8N3WSttTIPJ6dlpt9u1DcZijK7mchgdq3MEJUm1ZLabxUq9+kUTfvn8GrT1BsW/nbZXDX59/CwUeq2dKHI6nSgvLzc6DMoCy8paWF7WoVdZjYwjIlEGkUhE8bxKx0wmaXrcRFCLhfLyJIv2l+yj4W3vZAw9xkxWi5XaUAuFmiR1GwuCsW2PEb31SR2pxy0jhqqzglyuLcygsz+E619ci+dWbRf/Vl7gxk2nzMWRs8YbGJl6IpEIenp6UFBQMKJ6ko9ELCtrYXlZh15lpXoXhtbWVl5IW5ycsdgkx1vT403QEuPqhUKhlHgkliM5BqDyeKSWI/XIq1ZjT0rHM/R8Ssd3Vm0MWoV1Mn052Qck1ctb3hiaCeWc+l2J9esxLqS8IUoUrl+l76o1pqfk+mXV16G/HA6HhpwmZ/1a/EY55Ix/qsu4spLzZb936TGGpx5tqHpjfA9dzqqNpavadh26Lmk3JEj25wdJ205WPDLCkRCVSHTJilViHbqMRS3ruK5w/Sp9V077lrzNc9mQ6uxrid8NhYIS31P2G2OfR5ZwOGx0CIp98E0Ljrnj3aRE8jGzK/DaFQePmEQyAASDQWzbtg3B4NB1msyBZWUtLC/r0KusFCeTv/76a1xxxRViwmXz5s2YN28exo0bh7Fjx+L+++9XLUgylj5JC2PXn77O7KaNtJNkrdl03nqy1mChwjTi5WvJEyU/6k6tpJpaZL0ASZdxzrX5ribkjG1vcKx6lF36OiWmDfHvzMsxV70zmt6hanWTTQtqxaoWWTfJDa6EZmt75dyQM6JDCGnDH4rg+pfW4sz7l6Gp0w8AKPQ6cft35+FvZy3AmAKPwRESEZEVKRrmYs2aNdh///3R19eHq666CrW1tfjxj3+ML774AuPHj0d3dzcuvPBCTJw4EUceeaTaMdMIYEyv5ezn1eKFZnowIkEgq7evwi1rxGY1vCx1WQev5KRYaQxys9Fi02lVW7ON1ZB2KGWtmmxXOd1SZZCM1ej2NWX9Wuzpab05NVhHhrXqshYzUes4JnV+YvT5AJFSa7Z34sqnPsOG3T3i3xZNGYNbvj0PVSU+AyMjIiKrU9Qz+aabboLf78cdd9yBiooK7Ny5E6+//jrmzp2LrVu3Yt26dSgrK8Mdd9yhcrhkNkof25Q+aVd+1q50TqWPw+ZyAarF48K5JL+kfqc2j5Fqk6hTa4gQtZI2ch6PNTPFb7PX6Ddq01vPSuVhxEq1mE2j+qGwTZeKJrcmQYP2VfIYqz9ZxzQZASo//pir57jkfApjzek4pfD8baTc3NWqDTW6J7kcioeEkppmst84WkWiAv761jf41l0fiIlkj9OO354wC/84d18mkomIKGeKeia/++67OPnkk3HppZcCAP7zn/9AEAScccYZcLlcqKmpwamnnopnn31W1WBJH8rHxVRn/XISomYbHkOKEeOfKj3hN2ZoEaXJSpUDiS9XcprCxJABVdJce4E0PeqkrEe2FSYdld6YsVKblcu8ydNyuAEmMbavrOVokaiSXJ+V2lcjErJK9zv1YxluuWZLnCl+94AOY/SnfVfpuaZm50vqJ1Yl59OqfVW4TLuM8cjlMNuNiVxZoRPAtrY+XPnUZ/h0S7v4t9lVRbjju3ti6vhCAyPTh81mg9frtURZjXYsK2theVmHXmWlKJnc3NyMadOmiZ//+9//wmaz4YgjjhD/Vlpair6+vtwjJMPpM46b+r22fD5v8nLkjGMqNU3iBNtsySAt5PIyLaVjJiuugzlc2NrsxpalLhfTkovJfp80+pzCbHud2+3O+rt6xC4nsWl0D3SzJWENJ2dfU5j80Wp/NnNxpR+7tV9HUvmoNDZ46jSn05X1ctVYvxkknZNpVZcVz6fOeadapOLxejlubjbkHN/1JggCnlnRiOtfXIveYOxlnHYb8KND6nHF4mlwOxW/KslSvF4vpkyZYnQYlAWWlbWwvKxDr7JSlEweN24cdu3aJX7+73//i+LiYixYsED821dffYXq6urcIyQyAEdK1YbSMZOJ1CJrjG+Fz5CbPfmiBz2Gm1bvaRh1lqMHxqoNC4VqalZ+aZuVzk+0GZM+5cai+qtIXyePlarp7AvhF/9cjf+s3Sn+bUKZD7edtif2riszMDIiIhqpFN2inDdvHv75z3/irbfewo033ojdu3djyZIl4kX6k08+iX//+99YtGiRqsGS+Sh9fE368UblZ5eJs/r9/UNOS49H2TSp9Q/7XYXL0WzbSU4z+rFjOb171OnlHo2qc7WmxT6iFq3qth6UPgovvUyFM6YIBAKqLEeLJzZyobidVD5R4TdzqQPq16vYciWnKlqnekO/ZJ9EMmIICk2G3jLiZbWSgxSrs85QKJT1dxXXSUPaHvVXKqvXsEondyY7jCaVZX/KOXO286VNyyEeK/D7/UaHkGbl1nYc++f3khLJp+1Vg1cuO2hUJpL7+/uxdu1a9PdnX6fJGCwra2F5WYdeZaWoZ/IvfvELvPbaa1i8eDEAwOVy4Sc/+QkA4LLLLsOdd96JwsJC/OIXv1AvUtKN4uTXMCfb2fb6kDVmsoXOWo0Yd1HxUAlGXCwqXKdaocopH6MTxLKua/VImsj5XRK7t2SsBjyurEU8aYk7iUe05VCro1piCNqN6Zk4MZcxkzP/W/ZyNNhFtEpKK2V0+6rWOk337gFN1piyDlmFJ/FyYx0SxPKOTRLTcg9F9nKMfm+DVkOfKKXWsWmkDf9mpuGWolEB9723Ebe89jXCAx0gSvJc+MMpc3HMHhUGR2esXF5ITvpiWVkLy8s69CgrRcnkAw88EG+88QbuvPNOCIKAiy++WBziYsqUKTj22GNx4403YubMmaoGSyOX0RdrctZpntNIc1DrhTtaUGt9Rhw3jb5esVLPIzNd3AHGl10aHRKbo2Gc3VRGvE9Aj2SqES9j01tqaPokhfVdn1rk1CtdhrdJ/Zy0Xc21Zc22DxjRqUGK2crLStp6g/jJ05/hra+bxb/tXVeKP31vPqpKfAZGRkREo4WiZPKzzz6LAw88EM8880zatMsuuwyXXXZZzoHRyBM7adQvK5fLSSrvuWlD6ZiEZrsgGykMScJaqCytdPfdbJtVkzE9NfqRFipmbleNaBGqMYkys7UE1iF1fmK2cxAr7VukvmUbW3HZk6uwqys2pJbNBlx0aD2uXDwNTsfoeMkeEREZT1Ey+eKLL8bChQvxyiuvqB0PWYwWj03mNu6v+o8pGjMEhbL5cqHFNjDiYtpKPW/MdoEqRWmomtVXyXUq2+ZmKw7peIzYtxS2rxo96yFdzuaqA5q06Wa7F6TRGN9GDG2hFIcT0YgmQ9Gov0xgmO1jruqq+BgzUs5rrCYSFXDXW9/g9v+uR/y1HuUFbtx22p44eNpYY4MjIqJRR1EyuaurC3PnzlU7FjIJyUcIdThJlNcbcOiAPB5P8jcNeCQ5aZoRyR+lLy6SuRY1KI5HrcfrUz7blQ4NoFJCRY+hVkw3xIHCaVpRuj+7XW6JZQ69HDNcgyt9ZFxqLOgMX04gY4x8yfYsl6S04lmHXqZK69NjX5ca8sGQG3AKE5lqjdcrKx4Z7b0e9wycTsfQyzFZjlPxPpK6XVW6g6z3i4blvItBzjqVnmumnjMnr0+j9tUMBz2ZXC6XIevt7AvhsidX4Z31g8NaHFA/Bnd8d0+MK/IaEpNZeTweTJkyBW730OdiZA4sK2theVmHXmWl6FmYo48+Gi+//DJ6e3vVjodGMKWPECo9h7XbtXnUy2zjs9LQcioqnW+imI3Snr/D0uIxfTnflfFlpcNcaNX2SJGK1IgnHZQ+hi0vga0OPWLVw2hsp6xKs7LS+86IDquXI7dDk3XGjtBimIvU45ZaZTnShuQw4vi+bmcXTvzr+2Ii2W4Drlw8Df84b18mkjOw2+3wer2GlBXJw7KyFpaXdehVVop6Jp933nm48MILMWXKFBx33HGYMmUK8vLyMn6X4yePcBr0jlCrB0QwGMw6HukeiFox2WPYCreB2YaVkCLvRUJCwr9zWKfSfUSl3k5qMdtQJ5oMy6JScYTDIWUBpK7TZPuWNu2ARvVDcpr+Dawm7avycCQpLUvF23y4eKSmKe01rFm9U3ieodIOHQlHsv6u4vMeiYlSx0q1hjpJewpC6TIVTht2uRqcF0uuL5dlJswaDmZ/3FL+9IA6ZWekcDis6/r+vboJP33mc/SHYvt2Wb4bd54+HwdMKdc1DisJBoNobm7G2LFj2YPS5FhW1sLysg69ykpRMvmkk04S//3ggw9mPCEVBAE2m43JZBLp/QK+aDT7iyq1WPHE2AqM6A1u1d40cuI2JNlv0Z1ETnWIRqOaxTEUi25WWcx2c2qk4HYdOcz80lATh5YmLVQT7yRq9aiO6HDObOb6ma1IRJ9rC0EQ8Kf/bcAd/90g/m2P6iLcfdZC1JRm7sBFMZFIBO3t7SgrKzM6FBoGy8paWF7WoVdZKUom/+Y3v+Gj/iNY+jhuiX9QXu7ZnvDKOdm0VDU0oJehES9BVE5hT3Y9xmyWMUajHsMDajU2qFKyVqFwPAa16qSsYRQ0eKGY1DiZufxGtS7Rk8ZwVqknYfo6EimPPLm3onKajAygc+/E4Rj9ZIGchJfpemqrNE5zDgHIIDGcmNQqVPodRo/7m74cOd/V9xwklx7Wejy1YsT5CsX4QxH84p+r8cJnO8S/nTK/GjeeMgde19DjohMREelJUTL5uuuuUzkMGu2kL3K0TxbKWo46ixkxzLw9zBzbcIwej9WYoV+U0W7cX2WJTittH62SNorHITZg45k5VmNe1me2Gqw+o4eJsdI2NlsyMJcX10nRYsxk041Jb8BxXXroE5NVLhNo7Qngh/9YgRVb2gHE6tDVx8zADw+ezO1FRESmoiiZnK2uri4UFRVpuQoymBY9XUyXPJbzNnDVeowa3BNKpXWql9yQ8V0DeoArZXQ88hIaCntfadXrXmofkZ5R0TKNoEcvdzm0aQeU/xKlPceN6DWsxQ1T9RILMo5xisf6N6CcFa9RueQnDWTMp34oOa3TbDcTtVinrHM7OcuVXKeMBelA6Rjfkss02W+0km1tffj+g8uxsSX2gnufy4E7vrcnjp5dYXBkRERE6RQnk7/66is89thj2L17NyKRiNiDSxAEhEIhtLa24r333kNPT49qwZJehn70zmwniVLhOB3J1dvo2PXofZ2+XGXrlJe8NTb5r16P85R6r0E8at2YkHcRrH3F16oMkqfpT+k+4nQOfWiVerTZDM2r0qEj5PQW1KK902pIDi2WKS/JqFbPcWVtjzE3L9W/UZTDV1VLWOsx1IjdPvQj8Ea8CFNyjQo3bOoktYYhUf7SaEWzpc+n1vmBsnAkj1u5MNsNn1w5HNoMM7FuZxe+/+By7OoKAADGFXrw4Dl7Y4/qYk3WN5I5nU6Ul5drVqdJPSwra2F5WYdeZaVo6cuXL8chhxyCYDAovmgv8XHg+OeKCt5JJeMY8ZZRI3o2joD3mQzLbAmNkWIU/MQ0cn6y0mEunE6OaahFu2TEI+NsX0kpI44hdodd93WOFFLDXJhtH9GiXXK5XEmf1frJI60N1eLCfMWWNvzgoU/Q5Q8DACaX5+Phc/fBhDK+aE8Jl8vFHIRFsKysheVlHXqVlaKzzptuugmBQADnnXcennzySVRXV+Pkk0/GE088gV/+8pfIz89HRUUFNmzYMPzCyNLU65Wqfu/W1DcuK388d7g/KKP0UUizvRxPurOTAb2dkl4gpnz9al0A6T1EiFZjg2vx+HZON1+SetDq0KtcxnIikaiyAFLXqdIwDvr03FNrHepQWpZaxapFPDl0bFTMdEOEKD2ua7Stso5VRk9+OYSoOi8wlnpiwojhD7JtC83wbozEWHN5yV7yfFLnYHKeVEr5LHHOLLkcxccmk2XlFZCznbKxbGMrlj6wXEwkz5tQgmd/fAATyTmIRCLo6elRvaxIfSwra2F5WYdeZaUomfzRRx9hv/32w7333ovTTjsNhx12GJqbm/Hd734XN9xwA1577TU0NzfjtttuUzteoqwFg0GjQ9DFCDg3NyWlvVKNZqWwtXjhkVbkRBoOhzWLIxtWqgNmx/aVrCQSMbbtkaLeDVrtd0qzNaFSx0q1jqOhUEiV5UhJPa+yYvuq5vH9w29acM5Dn6AvGLvYP2hqOR4/f1+U5ev/ZOVIEgwGsXnz5lFzHWhlLCtrYXlZh15lpSiZ3NbWhv3331/8PGvWLKxatUr8vP/+++PII4/Eiy++mHuEpDupsS/Ndt6ntHeEVvQYo1geZes0ZNtJTdNhzD21Xp6oVi9QyfXL+a4e206tcV116Ekob9xq9csyfZzM3JeppqQeiTn1JMxuHbKWqVLvvLR5NdjupnuZo9Ke0apHMjzJ8jBZz2ipYI04NkkuR4djkxx61Dt5vXa1aV+GXqb0Z8l5dTiBU++Yq85yRpqPGlrxg79/gv5QLJF86PSxuO/svZDv4VikRERkDYqSyXl5eUkvIJg0aRL6+/uxdetW8W9z585N+kxkNJ7QaoPbVRsj4XFQq1PaO300Fl3qb5Ych1jbUGRjT+5ko6H+GpLsHwXbVQ+5JGGlWOpJmREyJv1oaGsy+XxbB85/+BMEwrEhsY6YMQ73LF0Ir4vvWyAiIutQlEyePn06Pv30U/HzlClTIAgC1qxZI/6tu7sbfX19uUdIpibdOUL5OG7Jy8l6MSlj1cmYT8arw6V7r8hYp0o9mvRIhOg97m/6cuT0Jh16/UYkaPXuDSZrmTJ6AiePoamsPNQkPU6mwh75CqdpRa3xadXqJay8HVApVjnHApXGyFcrEaLPEwvKFmTEsVoOpXXCiIRx0jmInPbVkNx2dnUytX4ofrIglycdsv6e/u2i1Lzp5axFD2flv1n6mKf0HFWqXo3S7HGC9bu68f2HlqN3YGiLw2eMw9/OWggPX9xLREQWoyiZfNJJJ+Gdd97BT37yE7S0tGDOnDkoKyvDH/7wB/j9fmzYsAHPPPMMJk+erHa8RFlT6wKIpJntcW61GP2rlF5zWamXpZXqjpzNavTvMtsj66Sc2W6AjRhG7CO6rNO8ZafZsUmDn2y2w6jUPqlWj2o99nurvosiUS5t8s5OP85+YDk6+mLjU+87qQx3nbkAbqeiy3Eags1mg9Pp5M0LC2BZWQvLyzr0KitFR6/LL78cc+bMwR133IEXX3wRLpcLF198Md5//32UlJRgxowZaG1txfnnn692vKSD9EcIE3vamKvxkIrG6/XqFkc2tOrRpbjXlul6dCmdT6XxAVM/26V65ajT61ExWT0idaA08Z1yEWxEr0cp0k8PDD3N4xn65Tl6tK85Xa/bhvwgbzF67AdZri+XeRUvV4tlGsFkNyaMGPfXmPcdKFuH0yUx3qrO++SwJPcRdcpZracHpNehznxSi0k7VmpQlj6fNufMZjvXzJXbrezleL2BMM57+BPs7PIDAOZUF+P+7+/FoS004PV6MWPGDNNdB1I6lpW1sLysQ6+yUjTKf35+Pj7++GPcc8892HvvvQEAv/71r9HV1YWHH34YeXl5OP/883HJJZeoGiyRHIb06DLgvHgEdPQYnvWuNyzBihdyuZKzj46EXlRG0WLMZCPG9BwNVWD0tQL6GI3tq5WN9jGTU6nV3o6GNnQ4kaiAy5/8DGt3dAEAJpT58Pcf7I1Cr8vgyIiIiJRT/MpYr9eLyy+/fHBBTiduv/123H777aoERtagWu8IlXouJH7T7/cnT1Opl65641tKxaN/7yspSnuMGtObdOj1ywlHiKr06KjCui0r1oRQtRp/NduxQNOWo1El0KIXs1o9EIPBoLIAZKxTXo87PZajVk9C7RtYtXq36jEWtJytodqm0yFWOZTul4bEmuU0qScUchEOhbP+brbHprRYZd2QUzZfWjzZxqrS/ptLaUieg2hQ8eSdIw99XE89Z5ZcjtI2wlKPZWSm5Ph++xvr8d+vdgEACr1OPHTO3hhT4FE7NBrg9/uxefNm1NXVsQelybGsrIXlZR16lVXOgzT19fXho48+wr///W8AQEdHR66LJJOx6rmfMb0KLbqxTE6foRqS12LmzjSS4yfKCFyPGyNmozRpo9lwnybbeGbuTWnm2KzMbHVwpNAjuZ/OvEcutU7JlHYwkMOYs0elxya1otX+V6eel1ux7ZF7bfHmul24861vAAAOuw13nbkAU8YVahEaDRAEAeFwmE+XWQDLylpYXtahV1kpTiZ3dnbi3HPPRWlpKQ488ECcdNJJAIC77roLs2bNwooVK1QLkvRl9PiAcsg7EZXTnUZuJFms3YBx47LtJZU2zYDHyZWPV6gwmBwo7fGm2ViPJusdni05vf7NlkhU3vtZ3Ti0XIdavZZHI6W9uNO/m/oXZQcnWetM+rfyklWc5FLYy11eL+6Um4cKT7bN8JRG1uuXmqbVEyQ6PJlj9DFO6epl/UaVnoIgfW1r68OVT30ufv7FMdNx0NSxBkZERESkHkXJ5J6eHhx00EH4+9//jnHjxmHy5MniiXh/fz/WrVuHI488Ehs3blQ1WDIfI16GI0VxgkeDZQ67TqUJSQPSNopfMGNErGark1LTtHjkVav6qvN8wy5X55te8i781VqpyW7smTiBnrZOqWkmu2lhthsl0kzWvhowlIUUM99kkkOLG5Q5DXORWJo63CzLaZgLjYbPULK+4edVthzlHRVMVtE1FIkKuOKpz9DZHwIAHD17PC44aLLBUREREalHUTL55ptvxpo1a/D73/8eW7ZswZlnnilOu+GGG/C3v/0NHR0duPnmm1ULlEaW9LFstb9AlbUcHXqeasHsF89ajGUrOZ+lkjSpso9d6RMsZq7LcuhRB61M+jers0Gs1ONaeQApH/X4zRlG1x3yu4pvpqY+IaBSnTBx+5u2VTUoTKmSs1JSLZdQdXlR3BD/NgOz7QM8Vurn3nc3YsWWdgBAbVkebvnOPEvt90RERMNRlEx+5plncNBBB+Gaa66B3W5POzheeOGFOPLII/HWW2+pEiQZS4tTHz0uMNxut/YrMRmOYKScHskFtUiFZsQwVkq3lXpjPWpPTqQuV/ZvaDdb+2riam8861RXGoaVilJOQtLhUPxebc0Zc2xSNp8hYyZLHdclIlLrOOrS4Zx5JIyz6XQOv4991dSF2974GgBgtwG3nTYPRd7szwsoN263G3V1daPyOtBqWFbWwvKyDr3KSlEyecuWLVi0aJHkd+bPn4/GxkZFQZGxjOitqPRkWCoeh8OhMBoovpJQOjyFIUNpGPAIveSYyYqH/dCGNuMiGzAupeT4o+bKHOryhII6i5FcjsMhdWg11zaXYrZIrdSTXrv2VeGxUmqaBkMaADkc15VOyyFYqSSX4mFRjBj2w66svTfkOKrBNCOYbWgTpb2hnSnnzHqcH5jtHCQbw11bRKMCrn7uC4QisTblhwfXY6+6Mj1CowEOhwMFBQW5XQeSLlhW1sLysg69ykpRMjk/Px9NTU2S32lsbER+fr6ioMg6TDdeYcJaQ6FQyjSJ+Qz4HUoTZ6Ybf9RSY2hmH1A0qk4PGulkrtR82a8jMQ9ixI0J6RmlJikPVoukklrtQDgcVrR+OetUWq9yoXxf178h0KIO5EJyuVZq7xXeuEqlXv9Esx1/jI0nGolm/V21hkWRotaxSa16lzSfwmm5LFiLbZ7TcTRh1tRzZun5lJ7XWC95nGq44/uTn2zD59s6AABTxhXgyiOn6hAVJQqFQti5c6esOk3GYFlZC8vLOvQqK0XJ5H333RfPP/88du3alXH6li1b8MILL2DffffNKTgyCR3O/bR4YUlOCZ0sLwZGwomxnpK3nR4rlPHVlO+a+WFMo2td+pjnxpJ1Ma1LQieS9XeN7v1lurI0OgDTyy4FZobtaLbxYqUk7iO67JNyvisjORmNZt/2ZL1+k5WjnJtsRscua4xi7cLIah2RSPI5s9HxmFVE4vje1hvEzf9ZJ37+v5P3gMfJHnx6C4fDaGlpUe3GPmmHZWUtLC/r0KusFCWTf/7zn6OrqwsHHnggnnjiCbGX8qZNm/DEE0/gkEMOQV9fHy6//HJVg6WRIz1xp33qTtYFYpbhpD4aa3Ry2ZDe4Ap70MoZOs9svfNGyvrNkHCikUGPpI3h9dUU7VB2DacZxs2WOq6brSgTj+Vqjeua9mJDDX71CBiCNmdG1yWiuL+8uQGd/bFeYKfMr8Z+k8cYHBEREZF2FL2p45BDDsGf/vQnXHnllTjrrLPEv0+ZMkX89//93//hyCOPzD1C0p2cYQLk9BDJ9qJHXk+OlHi0eIRQpSuVtB6Aib10ZaxTVo8mpb9LIlY55MWqcB0yelaqdT9B6T6SHqs6lUuPYVqUxpo6n2SCKYee5MnrVEZeD2fth1FQeqNGLWm9/JS2AzoM45DeIzH772oSj8Q61eoNrlVdSppvmM9KF6S4fZWok+mzqdS+6nJ+oM6CJN9LkPZZok6qtM9q8+4Bdcg7H5C6MSKnndS+B3wu59BqrMPo3uBG2dbWh0c/3gIA8LkcuHrJDIMjIiIi0pbi1z5fcsklOOyww3D33Xfjk08+QVtbGwoLC7FgwQKcf/75HOKCFNOqp43S01v2/JFmeG/BEUrW+KOso1nT5UJ3NO4UCn8y6640qaqk2bFSi/rLch6VzYKZb3JRMjk3FLRapxUM9eTC7W+sF1+6d+6BdRhX5NUzLCIiIt0pSiZHIhE4HA7Mnj0bf/nLX9SOiUxGi96TqediWvT8yentlVn2upDTG04PZr9eVzpmsha9Z4Zbh9FlKUWr3pPZriOXJwK0SOaa7YLUYc9+BCmtnnzIer605Ri7MaXrh8EFnXrcMmRbZXes1KPX8rDLNbq8JKQeK7UYM1m13r0y1mGX0fZkvX7zFmOatFBVO1YqfTJHxncNTt467BzbNxtOZ/ql89bWPjz/2XYAQEmeCxceUq93WJTA4XCgtLQ0t+tA0gXLylpYXtahV1kpOuucMGECrrnmGmzYsEHteGiU0mLMZLfbrXxmiXASY1VrbMXRQumYyUYwOqlG2tCjWF0ul/YroVFK+zGT1aLHuxDUosWYyXpIDdUxCl72xSOzNjweT9JnXcbBt2BpZkom3/feRkQH9sVzF01CkZfnAEZyu92orq7O7TqQdMGyshaWl3XoVVaKksmhUAg333wzZsyYgUMPPRT/+Mc/4Pf71Y6NDCKrN43CnjeqjaEpMfZkNBrVPR7F47im/Q5lPbXTexkqi0fOi4PU6lWufBzT7HvJ5lC1UtaR/Up0GRtbYWdOXcZcVa0Hnow6aXCsghAdcpq8Oqj+b5RDRnOvfJpG7avyfUudnVJqXOT0nv3Ktp5W+5bUNMXttMT2SP9q9uuwSU3ToX1Vqx+9WruzVCJc+r0N2bevcig+75J1XFfYa1ijHuhqtXdKyVpFwpdTz5mVrmOk34dP3U6tPQE8/ek2AEC+24Hv719nQFSUKBqNwu/3y6rTZAyWlbWwvKxDr7JSlEzesWMHnn76aRx99NH44IMPcM4556CyshIXXXQRVqxYoXaMNEJk29lHrU5BgUBAleVYqJMSqShioYK3UKiW6q2oVDAY0n2dVqoDiawatxlYatsJkh9JJeFQ2OgQkliqjkoYDccttc6ZR7pQKPn4/uyKRgTCsYv17+1Ti+I89ko2WiAQwDfffMM6bQEsK2theVmHXmWlKJnscrnw7W9/G6+88gq2bNmCG264AWPHjsXdd9+NffbZB3vuuSf++te/oqOjQ+VwyQhG9zJQrYeMJmO1jvAuGFnQoxeoUmYbr1AOo9+WLqt3oNFthEo9NNVipXjUGvc9dTlSqRc5vSf1oDRNZHTZpX1X4XyUTKvjulRP4KxnzH7SiCX1hJycXsKptHlZoIzvyotWdizxtQw5RaPjulQi3ur1NxoV8PjyreLnpftNNDAaIiIifeX8po6qqipce+21WL9+PT7++GP87Gc/Q3t7Oy677DJUVVVh6dKl+Pjjj9WIlUxIeviDlM9ZnjTmdHKpwYmpVDypSRHVhg0wOJGYtk7FCeOhZ5Rz4SZv9ea68JZ8LFzHOIyKIP26X4fHp3V4WZIetHoJolJKk2x6vIgs/bvK2gHNXkan0pAL2S5Tq/ZV6fAUWu1cWrSvao2ZLGd/UVrv0l5mrNrQJ1LTDDgH0aIzgEbrN/cxP5niorTQb9TSxxtbsaW1DwBw4JRy1JXnGxwRERGRflR77XN7ezs+++wzrFy5Ek1NTRAEAXl5eXj88cexaNEinHLKKeju7lZrdaQhK70QwzqRwpAEseRSR0hvJ0MSxEqnjZCLcM3ocIGq1TiZeq9fD7mEqvd+oFWsypdprvZV8Y0AlePIap0Kc9JGHEcttDsbchNFivn2EYXzqRtGzmtVa9updsy10jmITC98tkP893f3nmBgJERERPrLKZkcjUbx8ssv4zvf+Q6qqqrw4x//GG+//TaOO+44vPTSS9i9ezc2bNiA733ve3j++edx0UUXqRU36Ujv00CtxthTq+dP8jJTHxEfuSfNQ9GiV51qKzHXKmTR40JbvYtOs209Y8mq2ibbdHonVGT1oDXbxtKB1C+WPjbJWIcem9VCQ86qdsMp7bP6Cf1RuEvIezmflTaQwaFaaEuZQiAcwatrmgDEXry3eOZ4gyOiRJba90c5lpW1sLysQ4+yciqZ6YsvvsDf//53PP7449i9ezcEQcDkyZNx3nnn4Qc/+AEqKirE706ePBmPPvooPvzwQ7zwwguqBU7WozRJrHQ/8Pl8ymakESOXRtQ+yg+WWjyWD2jzIiN5jyCrvvo0Ho9X+5WkkEwsyhiOSC2Kx0xWP5RhKR591GRNhNnioaFpVVYOZ/rLvwRByOlYaKV6lcvvlGpDlR+3jGhhhya1edLOmVUKXa1jfq71WC0ejwcA8OE3rejyx154eeSs8fC5HUaGRQl8Ph9mz55tdBiUBZaVtbC8rEOvslLUM3nevHm444470NHRgdNOOw3//e9/8c033+Caa65JSiTH2Ww2FBcXo6ysLOeAyVykx/1Vf3zNYedV2vNH4ZAPuYytqHRcPROcSyfRosd3LqTjMdfGM9tjx1LM/KJFtdZpvh7f2q9DDqX11YjH2ZUPlaAN5WM4Kz02ZROVfInrPOecc7Dl5uPF/y46bApsNhu8Xi8mTJiAhqdvQrhz98CMwNtvvw2bzYZnn31WtXi6Oztw8803Y99990X9xCpsufVkNN71A7S8dCs2rP1c0TLVGjM5UaSvEx6XA9ddd13G6UrPXaRCDbZsxaGHHorW1tbM6xwozEMPPRRzakqSynJWVTFsNlusPF1O9G9ckRCrMh/+6VLsscceiuZNenlhSgCJH2+99VZsufl4hDt3ZbFQ+XE0/u1cbLn1ZHz+eea61fbG31DoHUzo//PJR8Vt2r9xxZD7844HL8F3967FJZdcIj+oHCRGI2uMb6lpGjTqH374IQ466KBhvxcIBPCHP/wBs2fPRn5+Purq6nDeeeehqalJ9Zj+t26wji2ZU6n68omIiMxOUc/kmTNn4oILLsDZZ5+ddYL4scceQ1VVlZLVkd4sleAaOiC/369jJAMMSahIvSlbYcI6h2iUUpyM0iAWYJiEgtLkTw7xKKVVD2MtmC15KkWqTgYDAYn5rCOX4Uu0SDZIt1naxKpFr2XztQO5HZsqzroVALB0/4k4ZUENOjo68N577+Gmm/8Ix9avUHXeXQCABQsW4KOPPsK0adOw/uOhk33ZtgOBnd9gyaE/Rn9vD370ox/hp1f/Epc++xVCbdvR89l/cNkZx6E4+HecddZZw/+ILNeZHqv+N0qkhMNh8d99697DOx+8MxiPRKzl48bDedTPxM+3f29P1I2JvUwsGI7grH9uVz1W07Xp2cYTCePMM8/Ep59+Cq/Xm918Njt6v3wbwGVpk4K7NyLUvDn7QGMLHHqKwg2r1TmzVL3L9r7Nvffei88++2zY711wwQV45plncM0112DRokXYuHEjrrvuOrz++utYvXo1SktLs4x6aMFgEIIg4M2vYjfK3A47DpxSnvNyST1+vx+NjY2oqamB16v/k2KUPZaVtbC8rEOvssoqmfzuu++irq4OtbW1AIC1a9fKXlFhYSG++OILHHzwwbLnJWPp/ViZWp2CUpOBeoyZPDrp3wNdC6nxmHmIT5NtOtOVpRQ9QpVXd8y18ZSP66p+z0ojmCwcXcZMzpWnegYAYPLsGdhvv3oAwDHHHIOH3vsGTe89Df/mz4E9a1FUVIT99ttvYK4seo5KiAZ60fyvG1Ge58Dnn3+OCRMmoLM/BO8yB7wT9kDBnMUY99Ed+PGPf4xjjz1W1pNxZjuuy3oiQOEO5Xa74RooRwDYc+HemFFRBCA2Nqz95f8oWq4e9L6Ba/fkY+3atbj66qtxxx13ZDWPZ8Js9G34GIEMCdvetW/DXTEFwZ3fqBypPGnnzCY7Ng2noaEB//jHP3DTTTfh6quvBgAcccQRmD17NhYtWoS///3vuPLKK3NejyAI+Gb3/2fvzMPkqKr+/+29e/Y1ySSZZJJJQhYIyr4KQQERZH1FEPUXQcUXRbaXV2V5CagggoLgCoKKIAqiiIAsLoDsqyIo22RfJttkJrP19Pr7o9PdVdXdd7pu31t1b/f5PE+ezExV3XvqnlPn3jp16tQINg5ldLn/3DbUh7hyswhJpNNpRKNRKW+ZEGIhXekF6UsfnNJVWWUuli1bhp///OcVdfSzn/0My5Ytq6gNQm8Uuz+TgjunWP0Dq9dX1vWB9xX6iupvStCKar5FucxTF9424a6ZrJisqr3BwYK/zJNgQXbhizSaOihW5iI5vhMDf/4J5s2bh3A4jPnz5+N3t9+EdDJRrMkcw//4E5I7t+CKq69Dd3d3wXaP14fPXng5jjrqKGzduhUAEF37OtZcexyGX3sY5/3XMkQiEXzjG98AAOxc+xa2/O4bWHfzGbjz8wdhypQpOO2007B+/fpcm9seugGbfnE+HnjgAbz//e9HOBzGOcftj8G/34V0OmXq/6abbsI+ey7BmutPwqZfnI/Y5r4CGdOpJIaeuwcbbvk8TtynB93d3bj44osxPj4+6diOr3oVm39zOX573lEIBAKYMWMGPv/5z2N8dGdO1qFn7gYAdHZ2Yvny5ZO2WQqjXY386884/n0z8Oyzz+KDH/wg6urqsO77n8yMQSKGe39wNaZOnYrm5maceOKJiA4Vltj44Q9/iJ6eHnz1uKXYdMcFGOt7ydyfx4NbvnWp6W+vvPwyPB6P6V4kOboD2x78DmbPmIampiacddZZGBsbK+hv7dq1WL58OWbPno0115+Ejbd9EcOvPVywX7l150MzF+OMM87ATTfdhMcff7z0QchfW/WLlyEdG8dTfzYH5dPpFEb//STql5R3f3Tfffdhn332wS/O/gDW3vAxbP71JRjs+4dpn20b12LrA9/Gups+gTXXn4R99tkHv//973edR56xd1/A4YcchLq6OnR3d+Oaa67BtodvRP+vvmqQ34PrrrsOF1xwAdbdfAbWfvcUbL7n/zCwZRP+8Ic/YOnSpYhEIth42zkY73vZJMfWrVtx9tln45df/jDWXH8iNv70HPS/+KBpnxsuPx+bfnE+xt59ARt/9uVciZwrrrgCqVTmmjr88MPxi1/8AqOjo/B4PCVLxUSjUXzhC1/ASSedZPp7tmbkhg3isuufXzWQ+/nQ+ZSVTBAEQdQmZT1KzUa2d+7cyd2RKyUHCOnYudEu98FIRTWTJQQdpdX0ZPapVpjC7Rq0tvpkbVNrWKFeOKo0ojJWRX2MR4ZN6nTdCUpItAXv6LgRIOb1r7IsINvlR29+Gpt3mtdDX777NYT8xT/edPFv/2naNjAay/382L/7ccDVf8n9vjMaz/0cT6ZN28Zi5uCscVtLXeFH2yY7DyPpVBIAkEokEI/HMTg4iL/97W/Y9Pd74G+djlD3kqIDmxzfif5fXIBUPIoLr7sa8+fPx1//+ldcd931CM59BlNOvqykHGNvPQNPqB5HfeS4kvv07rYY9913X8Hfdzz5C3z8f1fgw/sswPz58/Gf//wHr/7wywjOWor2Y87DnnOm4oi2IaxYsQIjIyM48L+/nTs2PrAB5557Li677DLMmzcPV1x3M/7+p7vha+pE455HAQBWrFiBq666Cp//whcxvH0KYv3vYev91xTIse2Bb2Ps3RfQvP8puHj5iQgPb8AVV1yBV199Fel9zofHUzzfY/s7r2DLPVegfsnhOOBzV+HS43bHY489huuuuw6H9I8Ciz+B5oNOg8frw8jrj+GRRx7BvHnz8C/LEr7Ah+zSIwAkE8lcyYxkstC5nHzyybj44otx6aWX4qNfXIGhZ+/G2NtPY+qeS/HLX/4S7733Hs4//3xM2zAG7wfPyx331ltv4Zvf/Ca++c1v4u9ro/jV7T/G1vu+jin/dQWAY4uebzHSiRj6f/U1pKIj+Nb138Lc2d34yU9+gl/+8pem/TatW4W9jj4Jzc3NuPLKK/GVh9di7N3nMPDYD/FgeBhfO+aO8vqzzFs/+MEP8Pe//x3Lly/HjfewA8oAEJwyB4GOWXjkgftw8X8vz/09uuZ1JMcGUb/oMOz4y63MNp555hl8/OMfx+c//3lM+eCZeLlvM3Y+dw/euO0rWHvpKZg1axZWr16N67/4X4h5wmg94iz4Ik3YLfguTj75ZPzsZz/D9H0/DAAYe+dZbP39Ndj3uONw1ZUrsG3bNlx++eUY27QZwa4FAPLX+je+8Q0ceeSR6PjoxUjs2IiBP/8E3/ryGagPeLFixQq0tbXhhP93DrY+cC1mfOE2AMDg4CAOOugg7Ny5E3ud+Fm8MxrB+MqXsfL3N+DKK5txxRVX5M4rPrABA3/+MZoP/Dh++5WTcfvtt+Oqq67CrFmzcNZZZ+GHP/whLr74Yvztb3/DX//6V8ycObPo+CxZsgQ/+tGPCv5+7733Ash870cUz6/MPyTZf067sHYJgiAIQifKfi/n2muvxbXXXitTFkIRrDcYxt+VC7bY2ddl2bWqoWnnQyyChJfx8URZ7fDWcLYjqqiPW6p1xbLhrU3qBmz9lH+cYi7VJHsl9ur0w7LKPtwqnlJtbh2ewJZhc03tHWNxAPGi+7O2ReMp9MdLP6jv31netiQrU7yM0Vl73QkAgC9eB3xx19/a2trQstv+CB/0SXgDxWu17XzpfiSGtmDap7+Dc845BwBw5JFHYu2IB7/6/jUYX/UqInP2KpAIAOI7NiLQ2gW/P7+M9XgymZ7ZJyvJRAKJRAJerxdebz4w27DkcHzwhNNw/N6ZoNRdd92FptlL0HjCJfAGQuha0ImvnbkfXn/9dfz+97/HQefkxyAdG8ddd92FQw45BADQH+nB0399DOPvPofGPY/C8PAwrr32Wnzyk5/Etdd/F49c9Rgic/aCxx/Cjr/mg4VPPfkExt5+Bq1HfBZN+56I9x+4Fz6yRxcWLFiA448/Hh2N+6F+4SFFdTC88T1E5u+PjuMuwvR57fjQhw7Ahz70Ifz973/HO689h8jiTyDQ2gVfYybItffee6OjowNv/KN0ZubG9euAXXoEgN2vy29bunRP4Jhvmvb/4he/iIsuuggA0PbBjRh76+8AgM/+34046rB5OOqoo/DQQw/hb8++jCkfzB+XTqfx8MMPY88998TAY29jyvA0bLjl8xh85lcA/s/QA/utmZE3/orEwHpMOe2b+MyZZ6E+5McxxxyDvfbay1Rb956ffBdjY2N47bXX0N3djRVvPYTI3L0BjxfP/fFOvPXWJVi4cGGu3XJpbm7GHXfcgSOOOAI3X/VV4P1nT3pM/eLD8fTffoOhoSE0NzcDyJS4iPS8H776lkmPf/rpp5FMJnHJJZdgxV/6UefZjGBnD/Dmn3IZ2StWrEBsYgJTP/Nd+Js6AQB3fWsFotEo/ud//gc/f+xwAMCOJ36GYNc8/Pre+3IfDNxrr72w9H3W6w2YMmUK7rnnHsy95E9Az/sw9u7z2LTqVTz77LM48MADM+Nx0GnY9odvIbZ5JYCluPHGG9HX14eXXnoJt/4bWPdmPyJz90ZDJIRvfvOb+NznPpf7jk46No6Oj61AeOYSLFu2DIceeij++Mc/4v7778dZZ52FxYsXo7OzE16v11Ampzz+9a9/4eKLL8bChQvx8Y9/3NaxLP6xdhAAUBf0Ycn0JmHtEgRBEIROlBVMnjVrluuBOIKwSzAYdLxPd66T6q9b5MaoemvA51X/GbpDIFB+pme1wlvmgoWsBwpMWQX31dkYQiqdNgWUW+sCpuxjY6DXum3LcBSpXUKFA160RPLz3M5oHGOxfHbptKZ8EHcslsDOaKLotpa6ALYOl/5o5GRM+/QNAIBP7jsdw2/8FT/96U/xP//zP7g/vS827yzdbnT1PxFo70ZoVyZklsM/+jH86vvXILr6H0WCybuwlJXIsvX3V2P83ecBAB/eFRD94he/iO9///u5fYJT55mOOeOMM3B7/wy81z+E+PZ1WP/Pt3H99U/hH//4ByasH9P0eHHQQQflfvX5/fA3tCEVz+z33HPPIRqN4uSTTzY52PrFh5mCyX/eVR6hbsGBSKeSucD30Ucfjbq6OoyvfDkXTLbSc/jHEV34EaQTMQyufw9/+MNmvPHGG1i3bh0SyaKHTErn1GnwHf2V3O83n/5+9HRkPsAXCIZxwq/WmPY/+OCD82PQ0AoACHbtZgrad3R0IDY+bDpuyZIlpgxRjy+Aunn7Y/jVhzA6Oor6+vqy5I2u/Rc8oXpEZhva8nhw+umnm4LJ/3rpGSxbtqygFErDHh/CyGsP469//WsumGzXLR122GG46KKLcN1116HdPw8Ne3yQuX/94sMx9Pdf4r777sOZZ56J8fFxjL3zLNo//KWy+jv88MPh8/mw7777onXJoRhrWoBwz/vQc9x/587hscceQ8+iPRFtaMtlmicSCZxyyin43e9+h7f/9RrigwNI7NiE1mVnmdasixcvztU/N3LggQea9Oqrb4XP58d+++2X/1skE1BNRUdycsyZMwd77rknkv96OSdL+5JDsenp3+LPf/4zPv3pT2cO9ngRmrEo15bf78f06dMxOjpa1riU4plnnsEJJ5yAuro6PPDAA8LuCaJJYMNgphTN4q4m+H1lVYwkHCQYDKK7u9uV+0DCHqQrvSB96YNTuiormLx69WqpQhD6wltzVVQfBfsafvb5fCW3FfZhTyYR8GYquxGw5n0t3I1sUqOsdrIl3UBGJq6oMbe2Y5TV3hsBQsQpbNcgRcHbFMw+5WeV+7zFSxbYhZkBbydrmLVNULa8qNrCwnyGA6U1eOamP557CLYMR7HfN/NlJr7/ib1w8Lx83c2erz6U+/n6j+2JDy6amvt9n288jm0jmVIXRy+Zhu+d9v7ctsvvfwO/fD4T9Av4PHj+knxw65fPrcblf8h/PNm4bcvOKPYzlL1gn0fhOYe65gMA5i9diM9/6VSEQiFccsklmPGh5fDv/V8l20pFd8LfNKXg702t7YDXh9REYf3bLP7mqUgMbUE6ZY4Ati47C80HZjIQLz9uEb546ocLzyEYMf0ei8Xwzu9vwoYX/4R0PIodzR2IHLwfGhoaCo/1B02BtcwfPbng9rZt2wBk6hQb8dW3mLKos/tt+PFZAIDjrzPtjvBwYa3hLPHxYWz74/UYfftprE0l8UZ3N/bZZx/U19djfKj8AJzRfAOBAAK79AgAS9+/FxZMzdS8jidTAMzB5KamwmxMbzBkab/QVqZNm1Z4XH0LgDSGhoZKBpOtbaXGd8JX11RwHtls1yzDgzvQ1dVV0J6vPvNBxqGhoRL9Ff1zAd/4xjfw2z88hNV//gnCs3Zn7utvnoL37bM/7r77bpx55pl44IEHAACRefuX1df++++Pxx9/HN/97nfxyGN/RCIWhccfxMTSwzB09l5obm7G1q1bsWnTJuC1fJZ5wGBb2zb3IzmSsRFvfUvBmtlX34rk6A4AeZ9VTNf+YNC8xra80bJ161asXLmy5INVYy1yjz9YUNLF6/Xmaibz8NOf/hRf/OIX0dPTg4cffhi9vb3cbVlZsz1f03wxZSUric/ny2X/E2pDutIL0pc+OKUr+vwsUbVk6/1VP6qFSKsDUbV9nUZXuVXHTtZaMsmZHkgoB3lX+3z729/G448/jv/89Q5Mm7bElHVoxBtuRHJkR8HfB7dvBVJJeOtKB2rqdjsYQ0/fhb8/8Rf0fMwQOGvNBw532/19Zcl73nnnYeMLD6LtqC+hbv7+OHzpHNxx5n74zGc+g5dffnnyBgxMmZIJjvf398MYWkxGR0xrktbWFgAeTD3j2/D4/PjqMQtNDxRO+MkrJft4/Y6rML76P+g84Ws4fNnhuOdLRwDIfCx729C7tuR1moGBgYK/JUd2AF4f2tracn9Lpcw+dHg4n+HsgQe+umZMbHyroK3sxxazNDS3ZIKrBX1mgvUdHcU/nlauvw8Gg/jfb/0A55x6NLY9+B0EOnuY+x978qm45rKL0d/fj7vuugt1ux0MbyDEPMbIsmXLsGzZMpx523N4+G9/x9h/nsKWVx/CpZdeiu9///tobW1F55xFGFh4Uu6YP56bz3BfE6vHHe8+CQAF114ikcgFkiultbUVS5cuxW233YarH/o3nluZ0fuUxhBuW75vQdBfFOl0GhdeeCFuvPFGLFu2DPfddx9aW1uF9vHe1mFkb58Xd1EwWUUSiQQGBwfR0mJ+iEeoB+lKL0hf+uCUrujdHKIAawYIb0aiE7CyR+Lx4nUmZcKbnScr25g381W5TG0XPpjF/LI7Z9ajuKxhG/sqlqHJbMcBmxRX47s0iURp31OQ8S1GHGE4MT689iKr7rwUHahW/9uJtPJdhEIh3HrrrUA6je2PfB/pZPEHu+HZeyK+fR0mNr1j+vtTD2U+mheetbRQnF3yNO51LHyNnbjkoi9jzZo1RUVd+fa/y5L3ySefROPM3dCwxwfhDWeykUdHR/HXv/4VAJBmZEha+zzooIPQ0NCAu+++2zTk4+88Z9rv8GXLAKSRiu5EqGs+FizZE/vssw86Ozvxla98xTQmVtUN9P0Tkbl7o27+/giE6wBkgtcvv/yyOQhb4gN+5Z2JHP7xj39g3bp1u7r0IBWPYvzd5xCauRjhcKb0SlNTE7b1bzQd99RTT5p+D8/ZC+nYOMbee9H09/vvv9/0+9L9Dsbf/va3fJ+7GHkjk4m/bNmy3N94fd+cBQvR8oH/h4n1/8bYv59k7nvUsSfC6/XiRz/6ER555BE07L6Mub+Ryy+/HD09PYjFYvD6AwjPXIK2I/8bwaaO3DVwxBFHYNOa93aVj5mPUNd87LPPPnj55ZexYsUKRMfH4W+bCV/zVIy9/XdT+ytXrsTExrdzv1cyrx9xxBFYuXIlpk+fjilzl+Rkie3chssuuwz9/f222rO+aViKCy64ADfeeCPOPPNMPProo8IDyQCwcstI7udFFExWkng8jv7+flfuAwl7kK70gvSlD07pih4pEDVDDZTAdQWqpy4HGlZ9qclrwnLKMmomy0ItaaqDgw8+GB3vPwrbXn0UO1/6PfD+Lxfs07TviRh98wls+e2V+OH+ISxYsABPPPEEfvPj6xHp3RdhQz1cK75IE6accjl8T96IPfbYA2eeeSYOOPhQRNe9h8TQFoy/9wK+cP3zmDZtGo499limrAceeCB+9vOfw/PC7xDqmo+V26I45OazcwHIeHScebyRuro6XH311fjyl7+MusazMT42B/FtazH0/L0mv3DkUUcjPHdvbH/wu4gf8DH8c/44tv8ziquuugpbt25F3X+dWrKPlp4l2PHeCxj+xyPYklqMW255Hd/61rcwOjqKiCcfdMsGxu+55x4cccQRABpLthmLTSC1IZ/p+49Xwhhoy5ScSCRTSAxtgb+5sCSJXYLBII455hhcddVVeOONzdjym5uRHB9G52HLc/uceOKJuPOuu9Dk7UZo+gJE172J21c9kdvu8WRqUA+/+iC2P/gd/ORHHVi8cAF++ctf4qWXXjL19/GzL8Trzz2Bww8/HP/3f/+H8ZVrMPbeixh57U844LjTMW9epn721q1bsa3vDSTH6+Grs/9aaOM+x2O870VE1/yTuV9zayuOOeYYXHPNNZnyG917lN3H0UcfjWuuuQbHH388UouOwvimTM3l2M5t+MQnPgEAuOqqq/DAXvtg9NdfQ9M+J8JX34orrngRV199NY488khM6ZoBj2cTWg//DLb94Vqcdup/4b/P/jwGBwexYsUKIJW0+RCiOBdddBF+9atfYdmyZej6wMcRHY0g1t+Hdc/8CqFFC7D77uySIFZaW1sxNjaG3/3ud3j/+9+POXPmFOzzxBNP4Hvf+x723HNPfO5zn8Mrr5iz+6dNm4aenp5KTgsAsHr7GBBogdcD7Dat9DVFEARBENUOBZOJilAvC5O3zqwY7NUx5cvCLNwkPxTCOz5uZJN6TD9bs+zVCvLJkMbOdWfHBk1vKAiq11sJLHmY58VstLz+HIMzW79wX1YX9ioa8yBKVlt98tqABZZ3tSWrpKxqEdiyARu21P3hz2Hg389i6JlfY+eJpwDTzYEXX10zpn3qegw+9UtceeWVGBwcxNy5c/Gxz1+AZ+sOmtRuglPn4tEnn8dj9/8av/3tb3H3r3+NLVu3wxtpQHBKL877v2/h6xf996QfdfvOd76DP72xCZtf+h3SE+MYa+vEZ047GV/5yldw+umnY9UbLwGYxWzDyLnnnovGxkZ8+7rrsOXtOxFo6ULHsRdi+++uyu3j9Xgx5eTLMPTcvRh5/VFc/oW70N7ehkMPPRQrVqzAsb9cXbL9PT7xNbx09w0YfOoOPPFEHBvm9uCTn/wk2tracMEFFyC2dTWCnT2o3+0QLBx9Heeffz6OPPJIfP6bt5jaMY7vti2bgTv/J/f7x+8099m49/Fo+9Dnyx6DUnzgAx/AkUceiXPPPRdbtm6Db9oCTPvEtxCavltunxtuuAHrBsbw5J9/i3QyjnD3HnjwwYfw/ve/Ly+714epH/8GdjzxM1zzza9jdHQURx99NL75zW/iwgsvzO03ffZcPP/887jssstwwQUXYHB4FP62mWg76r9x4jn5D9899NBD+Mu3P4/2j5yPhj0+ZNsPeTwetB97ATbd/qXcR+iAYm+ieHDGGWfggQcewBlnnIFfpcrv6JBDDsEDDzyAa665Bi/esgLx2AQC7d3Y7bSv4fTTTwcALFiwABf/8Le4/uqvY+DPP0EqNo675/bgkksuwde+9jU8vTJTI7p+4SGAx4M1Kx/CSSedhM7OTpx99tn45o9/BW8wvEtWPjzwoLOzE88//zwuv/xy3H3vDzE+MgRffRum7nMM/vrHW21/EOiss87Co48+itNOOw2f/exn8cMf/rBgn1//+tcAgH/+85848MADC7ZbP8TJy6adE0A70N1Wh3BAzPcRCIIgCEJHKJhM1AyuvFpcA9CoyoE3qKZTzWTFYvtMFEumZeLKhy8ZfaqWiawTKl8jP//5z/HEtI+V3B6ob0b3eXcDAJqmdOHww/fK2cLVD/8HAOBvbEfHsedj9bfy2cP3vLQOz933elky1NXX49xzz8W5556L4Wgce6x4LLftuFP3MQWSw7OWYvZXHixoo6WlBYtO/V8Et2Y+TPaBBZ343pn7AQBOO+00XPPwf/DkUyvRcewFwLEXFBw//azCwNby5ctxymlnmOSxfsfB4wug5ZBPoOWQT+DHn9wLH97d+KG41SXPOdwyBZ0nXQIAOHheO+767AH5NhcfjRv+uhIA4GtoxbPPPpvb9od/bCja3hNPPIF/b9yJj9yUL3vw+AUfwPxdH+BLJFOYd+mfAAANe3wId3zrf7HPHuaP2hUb15///OcY2f/zeHlNpg7vQefdjAe+lKnfe9FFF+G7j7+Dm/5SWOO5ra0NF3zje1i55LXc35YuXZqzncwHAQFvqA7tR38Rb339w6ag3vc2LzC1t3DhQvz2t78FYP64pTGYvnz5cnzzFw9h0Jf5YFwplzXzv28vvgGAv7ED3ef9Gm99Pf/Rx/86/ZP4wYaZpv1OPfVUnHpqJvP8VwZ5fvvyOpyyt3nfvKyZ/z/ykY/gIx/5CD77i5fw5/9sAQBMaasz7Tt11lx0nvjV3O/vfMuYmZ8JJo/++0kE2rvx/EuvoC6YuRUcGhrCim99Fw0zF+f2Lua7O469ANecbB6HYtfW9OnTcdttt8F/+H/j0Tc3AwBmtERMtbEv+PqNeG/Rpwv6eOONN0y/L1q0CP/6178K9jPy4x//GD/+8Y+Z+4ggGk8ihMy5EARBEEQtQ8FkogDrvasxSCDtxpYz1sAKYBR8cd0G7Fe0+dp0o+6vuOxnMTDrEHO2KSv7mbeMqDM1im3s60Bg0YnMftViaixZfQzfU5jxrdaZmTL71RKNjWKyyqr/zfKhrAdJbvhX7mcIvOWdKxCWKaqgNwR4EfV2FnubjU4EwT2P2uqjvL3feustbHrjWbSc+lEbrduXh9mOA29lZBl96++YWP9v/Gy/AJbuvgQDAwP4wQ9+gHRiAg3vO0aMIFUOBZPVxev1orGxsaL7QMIZSFd6QfrSB6d0RcFkoiKcuBmwg7HdUMj8hWzeD7zZ61/+q+dOBCtF9SnsJsvOvqJuQp0IEjAfMPCWbJFTUoA7KC3r45KcXfKOuZ3TCAYD5e/MgPeBhiy4/YAo/2rHXnkNhHUY11HZY9V9UiKqbI1qDx/c/sisPbsXI5BP0Be7ZczrFV0/EvRlbHPKlCk47Lzv4c2RiLT+ZLXL02bHsRdg8Klf4tvXfgv9mzahqakJhx12GKZ96jsItHZN2q5OfkAWM1opmKwqoVAIs2fPdlsMogxIV3pB+tIHp3RV0apzbGwM69evx8TERMnXWJcuLfwaN0EUWIuEAGklr1brulBW/W1yp8dOZV2JREZpC1kZgEbE2atainb7OrTag8qBTJ2wqtWJobPakhPfKRCFyv63YFwd7l9exreEuUBWxrdCtLW1oaFzBjAyILRdUXYlak7JqtIbqkfbkV/Af676MCJB364+0pjztYfFdFQDTKfMZGVJp9NIJpPw+XzKvf1FmCFd6QXpSx+c0hVXMDmRSODLX/4ybr/9dsTj8ZL7eTyeghpxhIZo6iui0ajjfZJflYMjWWQWQ0+5HRFkwKxP68Ltu052zyuqHXOIxSbK3le1oZOx4BBVM5kWrnKgUZWDG+UPEnF119yiZiYnPujpxvTvtqzWNbNqD6dUg8pcqEs0GkVfXx96e3sRiZCeVIZ0pRekL31wSldcweRrr70WP/7xj+H3+7HHHnugpaWFbvKqCFcyn7jrENvY10a7cmom822rBCdeU7RjE8yaybxVFNz42JgD14goHajsmm3VqVbsPFSe88TZoI2gjZAe+VEt8CGu3I75d+6aydz+lR/uuZK1TdK3B1iiMv1rBX3yIkOX0tYgnH3KKtckA2dKYsnZl+CnrT7otggEQRAE4SpcweRf/vKXaG9vxzPPPIMFCxZMfgBRtaj2wSzumywXhOW/yXIe7vq9royrPoFVGeLICqq5EYxitivhY1KiHviIy0hUyxFw10p14cJj+lfHpDD0qVF5ChaqPURh18Z2TIyKUWxYwRo8N+YCo90J86+S1go6lfOSMlfyNakdzREx30YgCIIgCF3h+rzf6tWrcdppp1EgmeCmYLHpxMJUUDBIvZu+PHay2GT1KWpfy5G8B2qLvUx6PkW7kS0vA8raYuPIRzKFfWRPrSxQZv9uBMklBKVlBYhVvtbsvBUhqg9R/TldgkFWxrcoVH4Yo9o14MI3IasWCiYTBEEQtQ5XMLmtrU257BRCHjJUrW41Wr1RuMyv8ujk0liyulIzmfOuUyd7lSWrHP8q5+OjvIiqmew2bpxFlQydcug0rtWy3tZoyN2pmcz6FgKrvI1OA1sl+L0e1O36cCFBEARB1CpcweRjjz0WDz30ECYmyv/IEKEPrpQJkFBbMRwO8zUKSTWTmduczwxj61KOPOyayXx2J8smvcwMSbVk5a3pqVpGlxM26cQ5h0Kh0v2rNeRMVBNVp0x63rq/k8FdM5nXR0iSlQVvdnolNsCsmcxpd27M6/5A6ep1rsjK3KbWPMqLYuJwy2NdM6s2zirRHAlUzUOeaiQcDmPRokUV3QcSzkC60gvSlz44pSuuYPI3vvENAMBJJ52Ep556Clu2bMHOnTuL/iOqHbXq0xpvTqwLPSc+omPr5pnzFVg7C1hRGStV83E8G+I48nquMFnz0roRFGAeJykoICNILipQJazkA3Mb38OOSuB/4OOGH1BtbmJsq5LAmb25SYyHVbksih1slTViDp2ocjNi+jCKKksfbtfILzhWRr1pB3yEvQ+uquVfnaYhzPXJIcIhPB4PfD4fBfw1gHSlF6QvfXBKV1yz4aGHHoqxsTE8+uijePTRR0vu5/F4kEgkuIUj1MARdyEhEFFJ5ny5N/7kSu3h9NhV8tE0lV/Nd8bubNxYunwh2OneCVnj8XjZ+7qdHV7w0E0jXbqNG7KWm13qtl0B7tuSHTwlfpbWn7AHTuZ2khLW3Krp0VbQ02Xh7VyHTojKkse6ZlZM7UoR8nPlYhEOMTExgU2bNqGrq4v5phjhPqQrvSB96YNTuuIKJsdiMYTDYcyaNUu0PESNULBIlRC3S6VS5j4FZaUaY4zW/dy+6XIl487OuDLGjtmHjX2rB/ln7ba9VitW31MLOBKAczvw7mrvGcotc2GnbrYsP8Bb1sgJCj5WW+JnkX3IwKpnlR+CykKF67IaqMV5i5eAj4LJKpNKpTAyMkI2rQGkK70gfemDU7riCiavXr1asBiEStj5ArmUL8tXsrOEd/FFBTAKvx7PSNMV9Eojr35Efem+ksxgGcjSJW//wuQRZTCsPhwodWKnNIGM135FXVvs48RkqjmSxSbIDzD7kNSOKN/HLU9Bxrcxa9gqD2cftuQR04ed9UG522y1w7DJAv/qRLkZN0oMSPDFdq51UfM6ry2JQpjvsTM3KfaQmNt+azyCH6TMZIIgCILgq5lMEDKRlVfDu/a1k+GlGk4kKYm6YWd/AKn27lx4aybL6oMon1ocV95ztvWGghOZnhq5e2EZtA5EhjQaVuWpRRtlUYvrAyegcS1NkDKTCYIgCKKyYPL999+Po48+Gh0dHYhEIuju7saxxx6L3//+96LkIxRAxoKy4AbD5Qy8gj5Z2xgJxW7f5Lnd/2Q4XjO5knqFCg+mG1mpzH3liVFe/xrf9DqjS9abF9bf1So/oBIqlDWqlprJbpdjsHbvKfGzLERllTuT6eq+LfHituTKDZ1q8mgKZSYTBEEQBGeZCwC44IILcNNNN+VuCCKRCDZu3IgNGzbgkUcewbnnnosbb7xRlJxEtSPhvjIQCHAfy1szmWCj1dgpdxdIiMAJtQb8/L6HIFjIqJksC4WfxxUgo2ayE1j17PX5XJKE0B3rmplWQKXR+QFLLRAIBNDV1VXRfSDhDKQrvSB96YNTuuJ6tHrffffhe9/7HubOnYvf/e53GBgYwOjoKEZHR/HQQw9h4cKFuPnmm/HQQw+JlpdwAOYSyU4NTUdqK1prJOZ/9vv9lm3lZ+ex+mDKY2NATFm6BePKKauN2n229ONAbUNemxB1zla8vPYiqu4vo4/CfeXbNq+mhdUULWiX75zZfdi41hn7+v2lAzriMhLlw/Kvxfbm60PMvgU1ipn7cm5jtDlZOx7WNs6LRNjVa2M8eOtN27p+bWTisudRRjuC6sqKqr8tyi94vaWX9cL0U7oZW/sK00/5u/J3YqMZUefFC+88Zl0zs4+rbdx+s4Jg4/f70d7ebsumCXcgXekF6UsfnNIVVzD5Bz/4AVpbW/HEE0/gxBNPREtLCwAgHA7jmGOOwaOPPoqWlhb84Ac/ECkroTnlLr1ELdESiYSQduxkeKm2vlRNHhaqiZrSaPBUyEIsF42GlZtEIulCr3oOrGpS62SfGolaICsFY/hhDV0yqdYX1qtFy7VgrqLWzLVALdiDziQSCQwODpJNawDpSi9IX/rglK64gsmvvvoqjjvuOMyYMaPo9pkzZ+K4447Dyy+/XJFwhBq4nYHA2388HhfSDgu3x0YF+L8sLx972U2WnV2+W2Bn7jlQJ9POvi5fCKKyuK3wmkAyqdYiS1hmvw1YwULmxzbFdG8PTj2rUJe4FCrLpjrKz02MbamUGw+y3IX3TQMrbscH7czrvHMTq4eCNbOwuUBMOyqhU7JBLRKPx7F+/foCmybUg3SlF6QvfXBKV1zB5Gg0ira2NuY+ra2tGB4e5hKK0Ad7H3Yqs01uaSp4vZ3zNdZKlpPcr0K6ELnjDUyw7MPO2Nl7JVl8+YNqRdSr3szjBLVjq09eWRUzEHuv0DvxgEF8H7ZaFFaagO+4ShAV8DIdx9hm520FcSUf+LZVgqgyE0ZEhYnElcgqjVXPosbZTkkZXZH1wJS3hIsb8M+Vip2Iw1AsmSAIgiA4g8lz587FE088UTLzKJ1O48knn0RPT08lshFuwRlYdQOd1rNu1z+106dONwqu2CR3PWXxokyGRqqcJOAmp74l777VErBmUYmsTj/UqahNCQKxA6suPBDkDlirJasrPlRCwNoN9Jqb3HhozntcdV4jos5Lp2ukXJIpiiYTBEEQBFcw+eSTT8brr7+O//3f/y0IKE9MTOC8887D66+/jlNOOUWIkIS7OL0QlLVEE5X5Y2pTUB86w5217EAfdijQncvKdORVawVbqgZ0KhHiNrbeUHDAznTKOGOXC7GRFVu5KJNilVXlB5bCsntFBfU0esDvBuwHV/qMjz6SEhOufBeBIAiCINSC6/N+X/nKV/Cb3/wG3/3ud3HPPffgsMMOQ3NzM9avX48XX3wR/f396O3txf/+7/+KlpfQGO57dM47MtZXzWWhUyCiFqCbM35kBXtkXCOy4lLcdSld8D0sD+tGMIq7ZrIbQUZePZOD4abWP8Anzc7JKLlhWST3XKDa3MQQSNaauRov9WhcrQ9dEma8Xi8ikYgr94GEPUhXekH60gendMUVTG5sbMTf//53fP7zn8eDDz6IO++807T9uOOOwy233IKmpiYhQhLqIqNUQkU1kw19hkIhS7t82SvSaibzlkqooE9eeF+pZNf0lIMom3TkI3eKvc7NgvsVYFfOg++1dFGihoJBIe2olpEoQ5fyzoLTBmTF+JhzDG+bpbFTM1lUn27Uq5dxjbgR+xL15pTfz7WsL0C1slwykHets7apNXpGaQrWzDVgA7xEKTNZaUKhEHp7e90WgygD0pVekL70wSldca86p02bhgceeAD9/f145ZVXMDQ0hObmZuy1117o6uoSKSPhMDrVB1RMHCayahTLyFBRbVxVC7ry1p50JQCo1fWslk3KuJlWLZjAouIHeyWck4wHExXZMuNYKRmJytX9VctH8H/wVbAgFbar2pWuXI1i5ezO6QP5UW3uZsGSVdZDL9mMxyiYTBAEQRAVpzBMmzYNxx57rAhZCEVxOvghamk5Pj5u/oMDNZNrERlZdSqQTrn7GqNWQWDF5GHhhD+bmIiWva9qweVqqZHPi06vZIuqmewEGg2rYiNnL9M1Ho/LFUYztJqbXJa1YM1MlCQap2CyyoyPj6Ovrw+9vb2IRCJui0MwIF3pBelLH5zSVVnB5JtuugkHHHAA9ttvv9zv5fLlL3+ZTzKi6qjWoKPbuH0DojIqf+RJDdR6LZ27TWl1f6U0KwnOsjnSanry1kxmbOMXhw1DoFp41btazkM13Jh/SJf88PolFqp9e8AN+2DJqtpDr3KJJqhmMkEQBEGUFUw+//zzsWLFilww+fzzz590gZROp+HxeCiYXOXYudEud+0r6W1l9nGcpQkqqpnM2lYlr3+yX2+Ug5TSBJIGXadgN3cNdMtxTgRoucshaKSPQrSKfOdQrZauNBOQUKLDjZrJvOfhwrBWUIfYefjrO6ctv4uB9xrRak6zMeZ25i3VynKx4F1rqnYeThNLpJBMpeHz1vhAEARBEDVNWcHkK664Aocffnju9//7v//TasFI2EOnTCx7H1STKEhZ/StWD5a1zY5Aro+r/D6sWZZOBKpEnZfbdm8H1W5euT88qdjDIG4qkFVGzWRmfxUJK06Ochp1xQY0sjv+D76qVfdXPeTbJOuNBDvodIm4IqtGAX3FxBFGNJ5EfUjMBy8JgiAIQkfKDiYbWbFihQxZCEWp1oWgCFQYGr1exc+jwtgZUe0GjIWooImwgLWYZpTD7SxqNxBlW7xlLlhIu0YZAunrX/V50KoaooZDWDuKBdB1ws7ouH2py8qUdhuWrLp+gA8AdkbjFEwmCIIgahovz0FHHHEE7rjjDuY+N910ExYuXMglFKEPTrwuzJvNGQqFzNtYx9kTSQjVkn3FtAEZwkyCUR5r//ZsSb70DidE2mvG0o7KIQs7svJvK38EgsFg2fuyEJXhLOqtCCeCjo4E8lyem4psrVQUx1DN3zPLbjgnReUIEtbnFxPckvKWiGJPLWS9CWP0twVrEP5mS/dnZ1/GXFm4ZhZf6kQxE6iIgdGY2yIQJQiFQpg/f36BTRPqQbrSC9KXPjilK65g8hNPPIE1a9Yw93nuueewevVqnuaJKsXpNaTXy2Xe2lFNi3Ol0HVg7dR2lCdF6T61HdbyB9bngO8pzPbSdGBtQPYqB8pulYMbtuNV2WA1Sqe1iqr0sApqR9SamflWinVcNfY9FExWF6/Xi1AoVDP3gTpDutIL0pc+OKWrslq/9tpr0dbWlvsHANdcc43pb8Z/DQ0NuOeee9Db2ytVeEIO7Fq6/As/GbcRLHFiMbUWesJqFAtCtexnXoSVfLD8brwhsto9d8YOj2A2+5DVJ7MPGwKxv+zO6qN8eViIyiZl2UA8Hmccxy8PG0G1Sg3yVHJtOV4jvpJGJQik2rcHqiSZ1J2PJzJwxL/a6CWRSJZux5G5SUx5FVFvBomaK5nzlhuyStCldc1ci99tsAMFk9UlFoth3bp1yt0HEoWQrvSC9KUPTumqrGDyl770JYRCIQwODmJwcBAejwfRaDT3u/VfPB7H3LlzcfPNN0sVniBYJJPmmyqdauLqRNUOq+HuUdRHhexQteOqEbxqT6VKB3RqBRk1k6WhnEAEwUc6nXK5f30vJp0klzHM1jWzKDQ2CSYUTFaXZDKJoaEhaTZNiIN0pRekL31wSldlBZPr6+uxadMmpFIppFIppNNprFixIve79d/ExATeffddHHHEEVKFJ9xHVs05Uzt2PiTEmZPhTkYTX+aeVVZHPhLGe5wLA2vKrCyoD6hWhFbK8AirpWvJxuaU1Z2se/F+wJVa5axtour12srcc6Joslp1otmZ9HbmJsY2l92SOFty4xpRLAXc2L2dLF2JcoiG2w+4begW3HgTRsYQ2KqZLGpeZ74hUL4P1/kDfBRMJgiCIGodri91/OxnP8P73vc+waIQhFzUuo2pHmhc5cAdiNf33swhSo+rTl+dr9ZsL4IgqhSNnJZGokqbmXjXdnZqJusMBZMJgiCIWocrmPz//t//Ey0HoRAF9WFNNTTlwLu+lCaPhFe0lct6dCCr3AnUq6Urpg9m/3b2daJOpqh2FLtGWHDLqnq2vPFntURTrl4uC7Yf4BeWNf/IqOtaiX3yz5V8eq7IBDiFdcLunJg3XHmLiPPtLLu9yEaneZQQBwWTCYIgiFqHK5hcbvkKj8eDv/zlLzxdEFUA72twFfVpaNbv95fcVnCcGwEdzmCuoDfWbcH7oRzVPohkSx7DztLsVcbNtKQx5y4h40jAoPx2eR+i2Dl/n99X9r4suGWVZQMaPYCSETirxA/wlt1Q+WGDnW2y4L1mlbNXQQKJ+mo3b2kc5nkoNujuiMo7j4pucdexhhMtXDNzPtRRbE0oCwomq4vf70dnZ2eBTRPqQbrSC9KXPjilK67Wn3jiCeZ2j8cDv98Pn0/MDTVRfVgzf2VkcwYCAb4DwX/j7zbW5CrVXs1nIePDPbKCP6oh49VRJ05flNiqqSrg5/c9IrDagxPBSlE2qJgqTRT4KEeuEflzpSwUE8dEgb0yhFXt1XzWvK7aulvnD/KJQJh/FdIK20dUsmauJcJ+H9KgYLLKBAIBTJ061W0xiDIgXekF6UsfnNIVVwrDa6+9VvTf008/jdtvvx1LlizBAQccgIGBAS6htm/fjnPPPRezZ89GJBLBnnvuidtvv72sY5PJJG644QYsWrQIkUgEPT09uPTSSzE+Pl6w7zvvvINTTz0VHR0dCIVCWLRoEW688UakUoVfw167di0+/elPY/r06airq8MBBxyABx54gOv8dEO1zKhyoS+NEnYosHKFb4KZQSMbYrtRIsRtmEMnqGZyKlW+7+EujS3JPJV+iKKwaDqjssoJexRbvyqDC3Oqav6VhdufSbCumXndQrXXTG6KZPKwdoxRMFlVkskkhoeH6T5QA0hXekH60gendMUVTN5zzz2L/jvooIOwfPlyPPnkk3jnnXfwzW9+03bbo6OjOPLII/GTn/wEJ598Mm688UZ0dHTgrLPOwtVXXz3p8eeccw4uvPBCLFmyBDfccAOOOuooXHPNNTjppJNMC5zVq1fjwAMPxAMPPIDly5fjxhtvxMyZM3HBBRfgnHPOMbXZ39+PD3zgA7j//vtx5pln4jvf+Q4SiQROOOEE/OpXv7J9jqrjxqt/MuoQx2LmhZ6doLiUmskuvHLLLjEgplNxdf7Ev/5ZCbwZVezTKF9aYTWcFY4UWSWzU2tYZeLxeMltTjycU602txOoZh6i3m6x2gt3zWQbfZqOq2BgZXwLQZqvY9abZmxz43sHjD5ZNw1uvHHFXypBgjCScKRutqR9jVjXzERxGkPZYHIcqVQVRMerkFgshjVr1pBNawDpSi9IX/rglK6kFNFobW3FKaecgrvuugtf//rXbR37/e9/H6+99hruuusufOITnwAAfO5zn8OHP/xhXHnllfjUpz6F7u7uose+8MILuOWWW/C5z30Ot9xyS+7vs2bNwuWXX457770Xp556KgDg+uuvx8DAAO68806cccYZAIAvfOELOOKII/CTn/wE559/PhYuXAgAuPLKK7FmzRo8/fTTOPjggwEAy5cvx3777YfzzjsPJ5xwAurr6+0NUpVQLTcDrpRM5gw6ulOHWK1AL2+nqpmkFF26UC9XxnGVIENW1YJGOo2rGzjx4Uk7yKjh7Aaq1UPVqewHC9VElRJ4VkwhbtiyjHbVGlX1fIRomiIBIA4kU2kMjcfRWh90WySCIAiCcAUxX+ooQjAYxMaNG20f94tf/AJdXV04/fTTc3/zer24+OKLEYvFmJnAv/jFLwAAF154oenvF1xwAYLBIH72s5/l/vbuu+8CAI477rjc3zweD44//ngAwD/+8Q8AmSyPO++8E/vvv38ukAwAkUgEX/7yl7Ft2zY8+OCDts+z1rEuNmV9XMTcp5199ayZbJXNiZrJom4Oar22ohV7mfTy+1AZnYJxrqDRzb3KDyjtzFvSZGBt432IIulMFDMtEwVjVSU1k1Wj1ud1t32WFZ3eNlGVpnA+D2uASl0QBEEQNYyUYHJ/fz/uuecezJw509ZxQ0NDeOutt7DffvsV3LTtv//+ADLZx6V4/vnn0dzcnMsozlJfX48lS5aYjl20aBEA4M033zTtmw0yZ2V/8803MTIyggMOOKCgv3JkqgZ0+hCXKGSUuSDURqeApGpBYI2GTjlUGzrV5CHM8Ja5cAPFxGGjsLA6zU2qodfI6SVtrWIKJtNH+AiCIIgahqvMxcknn1z076lUCsPDw3jxxRcxNjaGSy65xFa7GzZsQDqdLlrGoqmpCY2NjVi1alXJ49evX1+yBMbMmTPx2muvYWhoCM3NzfjqV7+Kxx57DGeeeSZ++MMfYu7cuXjwwQdx66234kMf+lAuC3n9+vUAULTdbMCZJZOOsLOErZlZ4he/9m6cLPJ4jD/bqE/LlMeGODba4a4LaafuLudr8naytth1bu3UCOYspVEwrm6/317+mIuyO5VLUIjKhKqkzqwMWPbqFZQJ7HYMqTATV4a/t7Evs53yZXWinEmBC/UU/7nYvmX3Ycu/cm6ztS9rzAXJWjDnewzbrPuKwYlseXvXAd+7XHbmG1FlWXjf8nLb99nB3ppMPvxrqdLXlqg+qoHsB/gACiarisfjQTAYrGk71QXSlV6QvvTBKV1xBZPvv/9+5vZAIIBPfvKTuOyyy2y1OzQ0BABoaGgour2urg6jo6PM43t7e0seC2Q+8Nfc3Ixp06bh61//Os4880x88IMfzO138MEH4/e//31u4FkyGdssxdy5c02/T0xMAACi0SjGx8dzf/f5fAgGg0ilUrl9jEQikdzx1q91BwIB+P1+JBKJgg8/eb1ehEIhpNNpRKPRgnbD4TA8Ho+pXWv/yWQSiVjmb+PRwg9LGc/DSiwWy38QxpD5k06nkUwmc0XBE8mEaRuQGaN0Oo1YkY9ZxeNxJBKJomNVagyzZNs1HZPOnHt2DI1bE7vkz45h0igr0kin07kxnIiZ+00kEjndRC0yxSZiQDiwSybzGGb14fV6Cwqnx+IxxONxBAIBJJNJ07kkkklEo1GEw2EAMMkKZHQVDAbh8/mQSCQLtmXtMG35qEg0Oo4gEjk7NB0XHUfQk8i1ayQei5nbNYxsMpXM2U5WXqs8QMa+S23zegtfrohGoxj3Z/QZCoVM22ITsdyxfr/Z/cXj8dw2j8cDj6HtVDJpsnOr/Ri3FRvzLFa7HI9GMR4onhIXZWwzygrA9BGYdCpl2pawXD/GbVafYJbVvC0Wi2F8vPiElEqmmH7ALKvZfxl9hNV/GX1EsQ8IZK/lYr4t6yOKylumj0im8tdI1nazPqLYR/ayslhfQzf6CKusWf9SzH8bf7eObzyeMPmIZDI/rulU2uQj4paxM/oI67iOR8cRDoXg8/kK5IlORBGLhXJzlZGJiQmMj48X9RHJRMLke9KGY1OpNNP38PqIiYkoxseDuTnQSCyW9wPWbfFdsgKFPiKdTpt8RCl5gPyckt8WhSeZ8Y9x86bc2BVrdyI2Yda90d8bZAXM11YaadO2Aj0btsWTVlkN/qOEnouRSMRL+smU1S8lSvvJgjnP4COiFr+UNPjmVJHU7GLzfUY2s4+wHmv0EfF4oR/JrU+K+KVi13K+3+L+KitjsTVeKmX2EUbbMu6bGYfC88j6CKusRh9hlSlz7pHcuRqJTUwgmUwW9RHxeByxWCznI0w2ucsGsj6imA2Usz6xjo/RR1ivn+y1nl0nG0nsmkeL+YisXwIKfYSxT2ubxm3FfER0YgLj476i7Rr9UsH6xHCtW9tNpdMl/YBRnmw7pbaVOo9iGGW1koib/ZJpHk2X75eAzLlmfX+x/kKhkGEONNuM3+/P2XfBB7kN7RbzEcFgEPPnz8/JDOTXb8bM5P4dIyZ7d/v+zdruZOfu9JhmfYb12i/3HpjVrnUMu7u7c9dKJWPI0g1QXWPI026lYxgKhdDd3V3gG0SMoW660cVHzJs3T9kxtOMjADFjqKqPyCboZq+tcsfQLlzB5L/97W9F/56NgM+fPx/t7e22252stlo6nS4aPCrn+Oy27PHf+ta38LWvfQ1z5szB1VdfjRkzZuDFF1/EjTfeiAMPPBCPPfYYurq6bLVph/Xr16OpqSn3e3NzM7q7uxGPx9HX11ew/+677547zmqUM2fOREtLC4aGhrBp0ybTtoaGBvT09CCVShVtd+HChfD7/ejv78fw8DAAYMMW88U0MjKC/o0bMj9PFH4pfOXKlSXHaevWrdixYweAwjp/4+PjWL16dabd4ZGCY1evXo1EIoFtW4cLtm3fvh3btm3Dhq2FF0MsFit6rlnWr19feOMUzbQzODiI/v5+pA03a+NjmfFOJpPo6+vLjROA3M2Sz+fDpk2bsGnjVlO7Q0NDaG9vx8jICNavW2fatmHjBrQ3LwAArFxpzm7fsH4D4rNaEQqFsHnzZtO2LVu2YmCgAVOnTsXY2JjJCQ0PD2Pt2rVYsCDT7uCuhyFZ+vr6MHfuXNTV1ZnOI7utra0N06dPRyxudl6rVq1GU9iPxYsXw8rqVavQEPJh1qxZJpsGgG3btqGvbwJNTU2YNWuWKStndHQ0p6fFixcX2FB22/Tp0wH4im6rq6sDGjrN8qxejaFIZv/ddtvNtG3jxo3oSw0AAKZOnWratnXbVvT1ZezAepM3NjZmsqlEwnzNG7ft3FlcVgDYNGK+ftasXo3huuJueDVj27bt29HXl5+4svYLZBYjxj63DxTaQJb+kXjJbVtGzBP51q1bMb6teAB2PBplXnNGH2G99ow+Ytu2neZ2DT5i06bCyTjrI7aOFgZ7sj6iGOX6iOy1D+Rv0LM+YrtFViDvI3aMm/Vs9BHrt5n1MTI8DKAl4yN2vQljPAdgFgAUyLtjxw7E4/GcjzA+1IzH4xgYGMj5COs4GH1Ev2XO6Ovrw7zeXtTV1WFgYMC0bd26degMxDF9+vSChciG9RvQHB8o6iMGh4bQ19eX8xGxWN7usmOW9RGl/ECxdo0+Ilhv9j3r169HeDyEurq6goe6W7ZsQV/fGIBCH7Fz51CuXauPSBrm0VAoBI/HvPAy6igeNvulVatWIuzP+I26ppYCWeuiGZ9jfSC3aVM/+rxmm8kyPDxi6tMayDVdz1vMc6zJn6WKjzmQ+ciUkQ0bNqAlvr2oPEM7d6Kvz3DNGOamRCJhandw0HxORh+xebP5Ab3RR6wbLHwwsnltZn1SLJic9RHFMPqIRLwwgJ2VN9u3kayP6O8vTCbI+ohiZO3dSvbcN23ahJERs66i4xmfmfURExN5WY3B9b6+PgxY/L3RR2zqN1/rRh+xdu1a07YNGzZgztQWAIVv323ctAkTvW2oq6sr8C3bt23Dtm0NOR8xPp6XLxqNYtWqVblreXBw0HSs0UdYkzSMPsJ642X0EdZAa39/P/oCOzF9+nS0tbWZZR0YQF9fMu8jDPZjnEetPsLYZ8ZHeIpuC4VCaJ5qfqtx3dq1SA1mHn5Zk1/6+/vRF8zMK9Z7qB07duTaLXhob7lviMXM6wbTdTdcen1ihbVt8+bN6IsUrtuBjF6Nxxp1abV/67Vu7TMcDmPevHkAit9rzJs3D+Fw2OQjsnR0dGDatGmmdUQWv9+fK4lYzEf09PTk5E0aHvgCQHpiFEBzRt71m7F5dkiZ+7cs06ZNQ0dHB0ZGRrDOcu/h5pg2NDQUXZu1trZixowZRddmHo8HS5YsAVD8/q27uxvNzc1F/W5jYyNmz55d0u8uWrQotzaz+t2urq78/ZtlbRaJRHLXb7F258+fn/O7Q5b7sM7OzpzfXbNmjWlbMBjMrc1WrVpV4Ouy92/btm3btT7Mk71/s94DAJk4Rdbvrlu3rmD9lvW7g4ODBfecRr9b7FyzfnfDhg0YGxszbcv63Z07dxZ8Ryvrd61rlSy77bYbvF4v+vv7sXOneb09depUdHZ2YnR0tGDuCoVCuQdBq1atKggA9vb2IhKJYNu2bQVr3Pb2dnR1dWFiYgIrV640bfP5fLkSqWvXri0I8s2ePRuNjY0YGBjA1q3mWIBKMZ4s5CMykI/IYPQRduEKJh922GFcnU1GY2MjABQ4oyxjY2OYM2cO83jWsQDQ0tKCnTt34qqrrsLUqVPx4osvoqOjAwBw4okn4ogjjsBRRx2FCy+8EHfffTdTJmObpbA6o1dffRV77703Zs6caVpIZheHgUCgZHY1kHEqxZ6MABlnlc2WzpINdHu93qLtZvudNm0apkyZAgAYCgwCyE8mjQ0NqN917NB4HID5gjHfqJuNvrOzM7eA92AtslkzHo/HdKE1vB4FYF5U9vT0IJ1Oo3NoI4BCh9/c3IydwSEAZscQDAbR29u7a7LMy5O9x5g5c+Yux5jfFgpnbuRbWlpQX18Pj2c9gMwFGqmL5Maqt7cXjW9M5GT1er25Me7q6kLXaADAlly7zc2ZBWdDQwNmdnebZJ0xfUbu57lz5wDIT4gzZs7I6dUa0JgyJT+mdXV1u3SYsYmmxkbMmjUr339TM4D8JNzb24tgMPPl6axtG7dl7SEYMH+des6cHjSFC7P/AGDO3DloCgdy7Rrp6OhAb+/MXLvG6ai+vj6n/2IZPNltgUAAG8dHi27zer1YN2Se0Ht6etDRkJHFetM1ffp09M5pBVCY+dPZ0Yne3pk5edKpvJ3X1dWZrh9/v3niNW5b8872ktu828dgvH5m9/RgSqMxcJ23yR7Gts6OdvT25vUcDG0HkBmHUChk6rN942oAg0XlCQ+OA9jI2LYh32dnJ6Y3F5cnEomgd860otsAs48IhwcB5BeyRh/RsWUtgPzCxOgjNqa3w3htAXkfUTcUNckK5H1EMXmyPqLYNiDvIyLP7gSQWZRkr/Osj2jfus4kK5D3ERsHhmHUs9FH+BtaTduy12FDQ8MumfLyGAMK1m2tra0mH1FfvxFAPlPX6CM6Ozth9KFGH9HV1QUgv0Cd19ube5hiDb50d3ejoyMzptYHLjNmzsCcmc0oRktzs8n3BIN5X5Ids+y16vWafYHRR1j9hNFHRC3POWfOnIne6U1FH/ZOmTIFvb1duf6NNDU159rN+Ij89eE3zKMejwf/fNO82DVeP29tNd8QzJkzF3XBTF8xS2byzJkz0TujKdcukF83dHVNQ29vh2HvvDyNjQ2mPiNvv5P72ePxmLa9MbIJQN43Gbdlso/XlrVtxowZ6J3VYpAnb5PNTU3o7Z2e+93r24TsPOr3+03ttvS9C+PcZPQR70Q3A8iPrdFHJLeMwGiv4XAYHbvazQSTzTeWWR9hldXjMfsIf2ArgPyNjdFHtKzpM8kK5H3EexNbTLICeR9h7RPI23uhPBnb7urq2rXGM/tXIO8jgsFtADIPZMKhfMZ+b28vmta+B6O/N/qIru0AkL/JNfqIjE/I29aMGfn1SWbdnbfJ6V1dues/u37O0t7RkftbKBRCOBxC1t+Hw2HTGj6zds6PndFH5Mcvvy17rVqvWdY6InP9dBZ9e6G9rQ29vT15H2E43jiPWvsz9un3+wHLgxGjPDstievds2ZhTntdro9isubaNdDa2ore3rn583zhX7lt1vuGlwbNAQfjtoE1xWUFULBmLrxnyG+bOnUqenunFt3W0tJiOrb+5VFk5yaz/Rde69Y+jTq1PhQEkLMXo4/Ikh1D4zqiWLtmH5Fvd+XKlaYMuddeew0HH3wwpne2AmsyTtwTbsyt0VW4f7O2m19XFD93p8cUsK7NzOdiXpsVkr9/K2zX6HcnJiawcePGnPxWu8tiXJuV0k2xMTSuK4q1a/S7Vh+ZHUPrfQVgHsM5c+aUPNeOjo6C2EN2DK33AFaymYrF2m1paSl4E9vod4u1m5V5xowZJcewqampIOsxO4YTExPwer2YPn26ySca7Tuzhs2THUPjfaRVHgBFY0bGuau1tbVou8XG0NhuscSH7Bi2tbUVJFapFOOxtmvXR2QD7XPnztXaR2TJjmE1+ohIJIKNGzfmrq1yfYRduILJsujp6YHH4ymI7gOZDM+RkZGSNZGBzKCWql+8fv16dHR0IBwO44033sD4+Dg+/elPFyjwQx/6EHp7e/Hoo4/m2sweX6xNoHg95ckIh8NF08m9Xi8zzbzY63ZZ/H5/0VfugHzwtpx2w2HzTbDP50No181/zGIyHk/ptPhspnr+DzBFE30+X+5Yv89vOi4jR+YmyRh4yBIIBBAIBBAOm58+eeCZdAyLvS7t82YusOwYGm9J/LsuvuwY+oyyIh/gCIVCCAXN+snqw+/3I2zRXTaADRSOYXjX6w8ACoK0wWAw54R8Pp/Jsfh8PtP5We3B2I/f7yu5zRqAiUQiiJQIJofDEUQixbcFg0FTu8bagj6vz7zNciPI0qF5W9yyLYxIpPh1EgqFSrYbDAZKbvP6ypeVNebhUNKyLYxIpNAeASASLr0tEDDL6vPl9eWx2L/fchNt3BYaT5fcFo6at4VCwZLj42Ncc1YfYbUto31bb/iNPqKY78vaetiSMO3x5H1EMcr1EVm/AORtN+sjgkXazvqIYLDwtaTsOUQsb79nr8Ni/tvYh1XeQMBv8hFmG/CYfIR1HIw+wupfIpFITl7rOUbC4dz+Vj2yri2f32++fgzHer0ey7VV6HtKYTrOUl6m1BybkbW0LQcsspqYZB41XZNes1HWRSKI7AomI2b2A+Fw6bELBS3bDL7Hb5HVqBMPzLKGQoV6zpKwlLkwbrNmJocZerb6JaOftF5zLD9pnUeNNhoJm/Xs9/kQiWS2WxfVxtcBS8mbvTasdc6N8ha71rPthoo8ROVZi3l32X0xP5fVa7Zdn+n6yf8ciUQK+jX6CKsNGH1EJGxZg4SNa0LzGBpvSqy+JRAImHyEMRBrnZsCgdI2EGDYR7H1SSmC1uvHgD/AmPO95V/r1hi2cdvOmHmNGmH4Jet6yQjLL3ktNmWcC6zy+AOjJbdZYd4zMGT1B/wWX2iwAYusxeYfHnmKJTPk+res36yU6yOy+7XWh5ANju+cSJns3e37NyuTnbvbY2qF5/4ti3UMU6lU7vdKxpClG6C6xrCSdisZw1QqVXINWckY6qYbXXxEKpVCOp1Wcgzt+Agj1egjQqFQ0WtrsjG0S1nBZOtTh3LxeDwFKdYsGhsbsWjRIrz00ksF21544QUAwEEHHVTy+P333x+vvPIK+vr6TBH3kZERvPnmmzjmmGMA5AffmhqeJZlM5p4+LFy4EM3NzXjxxRe5ZCLsM1m5E154P6wkSRxHsJYWkYGouu6y9K4tNsaVhk4t6LsU5WPHdp0YVid8pihE+UwnPqSis39XTfRatFGCUIXGcADZYDJ9gI8gCIKoZcoq9js4OMj1r1iducn45Cc/iXXr1uHuu+/O/S2VSuH6669HKBTC6aefXvLYM844AwDw7W9/2/T3G264AfF4HMuXLweQqe/T09OD3/72twW1SB544AGsWrUKRx99NIDM04aPf/zjeOaZZ/Dss8/m9hsfH8fNN9+MqVOn5oLU1YoTN5rsb5M7H5kp+wvklt1UvslTLcClnDyW39XVpDPYuu5d1qVqtmQPB/wrowurnt3+QrNOunRDVOZcadyowDiyRFAuxmgQVjUbZF+/zsmhI64Pj2LTqBvr6WqjIehDthoTBZMJgiCIWqaszGRrjRCZnH/++bjzzjuxfPlyvPrqq1iwYAF+85vf4C9/+Quuu+46TJuWqcv5+uuv4/XXX8fSpUuxdOlSAJkM4eXLl+OWW27Bjh07cPTRR+OFF17AT3/6U3z0ox/FiSeeCCCT3n3bbbfhIx/5CPbdd1+cffbZ6O7uxquvvorbbrsN06dPx3XXXZeT6corr8QDDzyAY445BhdeeCGmTJmC2267DW+++SZ+/etfM9PMifJQ7b6S+eHFkr+ojWo376rJQxAEoTost2nyqQr4VwVEKB+DsDrNTTrJShDVgNfrQWtdENtHYxRMJgiCIGoapWomA5m6Ik888QQuueQS3HHHHRgeHsZuu+2GO+64A5/61Kdy+/3ud7/DlVdeiSuuuCIXTAaAW2+9FfPmzcPtt9+OP/zhD5g5cyYuu+wyfO1rXzNlXB1xxBF44YUX8PWvfx0//vGPMTg4iK6uLnz2s5/FFVdckQtaA5nC5c8++yy++tWv4nvf+x7i8Tj22GMPPPjgg/jIRz7izMA4CiMr18P+vbxWJundRqqNdU/jodY6NLyy2kvQtDF2jOPKzoyuSB4+We3IY2vsOFOsbMlqowtrDc2y5WH2b9EzSz82NO1Edhq3fmydhxi7dwLWcLBqYNnyb4plfMsQx56PENSOoOvOTh9G+QrHldf32Zkr+a4t1hxrq52CDHjWvnzy2OnDDk5kBouy32IfiyunDzs2KWpeZ9q9ag6fgb01mXx4+2DNWwV9aKQf0fj9frTVUzBZZYLBIObOnWvLpgl3IF3pBelLH5zSVUXB5FdffRU/+clP8Morr2B0dBQdHR1YunQpli9fjn333Ze73c7OTtx666249dZbS+6zYsUKrFixouDvfr8fl156KS699NJJ+9lzzz3x29/+tiyZ5syZg9/85jdl7UtUhqgae6ybKjvonPmjctkNK8rVVtTobkm1oat1fN6yKkgRUM92yWfKQSdZragmOstGrR+ncxud9V5riFozVzs+nw+t9Zmb8/F4EuOxZP7jqoQS+Hw+1NXVuS0GUQakK70gfemDU7riXnXeeOON2H///XHrrbfi1Vdfxdtvv41nnnkGP/rRj3DQQQfhhhtuECkn4SKuh9Q4BYjH4yKaYeP64JSPrNioqIxi17EIxCx14sD9sZ06t1L6l7SvDGTVgeQNLCYSibL3dSSrXFCWoR2YI8fY6Eb9fF49K+fDjAjK+K5FVBsPO2/blPqwdK1iS5cS5nVRb+ZY4RWV1YV1zSyKanuckEgk0F6fz/QaGKPsZNWIx+PYtGmTNJsmxEG60gvSlz44pSuuYPLf/vY3XHTRRWhubsZ3v/tdvPrqq9i8eTPeeust/OAHP0BHRwcuvvhiPPPMM6LlJRTDTpCi3AyVSgJlxiNFBXSY4qStv5a/bBb1unC5PVYSAJVR4sCOPHb2FVUqwYmMKtWCFiz4y9aYf3fixtLtcU0my/c9bGwEF1x+wKFSm5O1y/a9Vv+qrh9g+mVpYvM9mCiYtwTJx1u+g4UbybSiZE0mxXzjxM41UguIMgm35yYWttbMgmxAx8T1ZDKJNmMweYSCyaqRSCSwfft2WzZNuAPpSi9IX/rglK64ylx85zvfQTgcxlNPPYXFixfn/t7Z2YkFCxbgsMMOw7777osbb7wRBx98sDBhCWeQUQdZFvbqj7orvRvZgSyE1TquWJLKcKN/3qxhnbJ93UCUTYpCRqBKJ71WEjDwgBGAkRGUrkhWprR8bSqmaP6AtVg5yuqTtU2xcdXpilYtCKzcWlMjp87sUrGLRC1pxNBGmckEQRAEwZeZ/Pzzz+P44483BZKNLF68GMcffzxlJlcJ4j4wU15DqtXYY4pj46M1sii3R8XuL4R9eEsU1i4UGy4TqslWyUczqxPnx0O167tc7L11IE+OLNZMZNUCcEaYc6Wgj6SJwiqryvaqmmy2PparmOxuI2z9KqYZ1/tQDV3t1RRMHp1wURKCIAiCcA+uYPLw8DBmzJjB3Gf69OkYGBjgEoogjGi61iSqGMWed0hBp5s8eXV/q0PRbmQActdMdsHuqrJmMkEQ9pBRM9mNmvQM3HBZ1TGLmjEHk6l2KEEQBFGbcAWTZ86ciRdeeIG5zwsvvIDp06dzCUXog4y6ehXVTDYca/0yNe+rs3ZqJtuBt+yFG3UgZYydrICsnXrT7Ibk33YJk9UBFBOHidtj5/eJ+bK7emMuXiBpNZN55x9J4RY59aadr5nMO+dLuyZ5524GrjwsFCSrx8P9XW1zO6xtyvklfVD5TQfrmplFLduAz+ejzGTF8fl8aGtrs2XThDuQrvSC9KUPTumKa9V53HHH4dlnn8VNN91UdPt1112H5557Dscdd1xFwhHuICvAJaN8BUuaYDDI2CoHVoabrOxAGV/1Vu2Gh/k2twt3NfwfTxQuinYwq8YoZpO8wbFgMMA4riKRSiIlAFaBrOyanvztlmyyIllLHywjO10nPyDLv7J9OutItQZPNV36fIxlvYTAuyxceSDI+WxGtfJmvNLIWjMz8zE0TFv2+/1oraPMZJUJBoOYPn26K/eBhD1IV3pB+tIHp3TF9QG+Sy65BHfffTcuuOAC3HvvvVi2bBmam5uxfv16PPnkk/jnP/+Jzs5OXHLJJaLlJVzA7Sw/XlIp81fNpZyGRkOjXAagYmNnRx4nboB0CkorJo4weAOJVt/DQlf/Ohm8ZS7coFrKmZioTrNyBNUuSTtv/6j2zQm3sbU+cXnobK1BJPRvZ96yQ7VZZCqVQnsDZSarTCqVwsTEBEKhELxeMW9rEHIgXekF6UsfnNIVVzB56tSpeOKJJ/CJT3wCzzzzDJ555hl4PJ7cInbp0qW46667MG3aNKHCEuphJ+Dl8Xi4onC8H/eamCh/gedKZgn368LWfeXDe3PtxsfFuEuWWHDiplxGIFHYmFtaElW2xolnOrx98JaesRKLifm6u53sMyey5bn9gJ0+BOmA7QfszCkMeWx9aFHMebmNaknDOmUxsxC1Bkkmk0LaYWYxi2/SFeyswUSds+Plbmzsa2/NzLmt4L6g7C6VIR6PW8pciJnvCXFMTEygr68Pvb29iEQibotDMCBd6QXpSx+c0hVXMBkAFi9ejNdeew0vvPACXnnlFQwNDaG5uRl77703DjjgAJEyElVCVWbMaHRKqg2/HXncll2n+x3F1Fxw3bstH+tmmpWh6rYNWrGKo5p8RlSWrWqhMedGJ3u1yuq27MySBo5JUR6ssbLOBarJbkS1tTVLGsVE5Sbk96Eu6MNYLInBMSpzQRAEQdQm3MFkIHNTfsABB1DwuMpgBVtUC6rZy1RzV3pRmXKicCID0Amc6N56/8Ob/Wwrk1G1i80BnCjtYefGm/sjmYrVfualsjrEjKCCYkPgYUvL16ZiNuD2/GcPfbK4FROHCdu/ijkTUVeRK+PqwJsXoqAyWO7TEglkgsnjFEwmCIIgahPuAhrxeBz3339/7veJiQl8+ctfxh577IETTjgBr732mgj5CEJtFFgll3vzptwNhmry2FCm29k1ig2dcroUhRO1dKt06KTUTJYVhGVmpCudk8igWg3LAVTzZzoFDpXDzvi4Pa/rU97ZFtWaqdy86yN8g2Mx5bLDCYIgCMIJuDKTt2/fjkMPPRRvv/02+vv70dnZifPPPx8/+clPAABvvvkmnnjiCbz00ktYsGCBUIEJteCt02mrDzv7apRZwkJU3V9R6PSRPXaNU7Vwon4wdzuCahs6khEpSlbFMiJFvSUiqq4sd91QW8JydmKjT1nXCO++emWrq+VfqyXQqpqsTJvk9q9q4cQ16cT8Z69msqg+Gdsc6F8FWusCAIB4Mo2xWBL1oYpe9iUEQx8H0wfSlV6QvvTBCV1x9XDNNdfgrbfewoknngi/34/R0VHccccdmDZtGv7xj3/gvvvuw8TEBK655hrR8hJE2VBheKIS9HotPI9q+TE6ZeyIqpnshO/RZ1TFZZ9pekkShGMEAuoGtFTzWXZqJquMqDlW1LxVrZnIWUKhEACgZVcwGQB2jNFH+FQiEolg8eLFdB+oAaQrvSB96YNTuuJadT744IM45JBDcN999wEAHnjgAYyPj+NLX/oSli5diqVLl+Kkk07Cn//8Z6HCEs6gU1aBVhldDmTMispQcSIbXBRuZNpw18u1k8nIzJJVy+65r0PLeTiR9WjrGpFxzQrKorbRhSPtFFwjcLZmcmX1ncurmSzu+i2/HWGZ2mKacQRn3njSJ/NUlJNwxL+KascNu3c545qdDW6ZK3nbcQG1pBFHy64yFwAwOBbHzFYXhSEIgiAIF+DKTF67di0OPvjg3O+PP/44PB4PjjrqqNzf5syZg23btlUuIUFwEo1G3RbBcXTKAlUd41haR9WJYdYpM4obF+zVzjXCq4OJ6ATXcaJww3IKrhE7O7tMuXp2xb0qNlbVQrX610Qi4Wr/Wo+qysJbnI8MUWWtmVUeVh5isUwWckskn5k8OEYf4VOJaDSKd999tybvA3WDdKUXpC99cEpXXMHkhoYGjI+P535//PHHEQwGcdBBB+X+tmnTJnR2dlYuIaE48muM2qtLmd9Z9cCqjLqustBJVhvJPa6jU1Yqf71cB2pGwpq1xVnjW5A/E+V72NlndtoRc168urSX0cu3rXBfxepfs7Yp5pdYsM/DjblJrRrOvIiS1YmSMvz+VS0cqZlso0/uPmy9bVMae/MW33Wnk68rRXacWo2ZyeNU5kIl0uk0JiYmlL8PJEhXukH60gendMUVTF64cCH++Mc/YmRkBE899RTeeecdHHroobmaHO+99x7uu+8+LFmyRKiwBEGoh2qvEjp0EAAAnChJREFUVNY6qk3vOi04RNVMdgLFxGGi2tgRBOE8qrkBqpksh2qvmZylKZKvFLlz3N03AgiCIAjCDbiCyZ/5zGewatUqTJ8+HUcccQQ8Hg/OPvtsAMD3vvc97L333hgdHcX5558vUlbCIdz46jzvYlhWloOMxbCoWrqicCN7RMZNj6wMIv52ai+47oj9qjasgrJ0VbYX5WpzM7NQVZOVsa2Cdlk+lOVd3VAl91zJ2ibpRHhnJp1cn04ZozrVtBbWhwtv8xH81AXzweSxGAWTCYIgiNqD6wN8n/nMZ7Bx40bceOONCAaDOP/883HKKacAAHbu3Am/34+f/vSnOProo4UKS6gHe9Gqz4rWlddzOV/DZm9TrASGG0FyCTYp6zTYH3hTS1b+b+w5/xSF9xpRrjQCZ0BSnr1yblNu7OSX6yg8ltO2FJtGnfg4nh14A8/qPXxQTB7WNsX8Ei9uJE5w65npP9Ra96k2F8iiPuTL/TwWS7ooCUEQBEG4A1cwGQAuvfRSXHrppQV/P+ecc/DVr34VgUCgyFEEURzuG20GwWBw8p1K9cnapvBiWLXXHa2odsPMwlR/24X+XX/N1glViaot7EI9YxbBoLvzX8EZOhAAFDWqKvsIq+k4IquNPlUbOYVVWeBfFRbVFj6fb/KdJKL2CsR5hF0DDsyVlayZawm/P3PrbMxMHqXMZKUIBoOYNWsW2bQGkK70gvSlD07pijuYbGV0dBT19fVob28X1SRBVITbN1UE4Qaq3cyr/oDDiKiayV4HfI8+oyrwo2BimiGIqsXrVfcqUc1nUc1kM6LWzNVeMzk7TvXGMhcTlJmsEj6fD01NTW6LQZQB6UovSF/64JSuuGomZ7njjjtw8MEHIxwOo7m5GQDwwx/+EF/4whcwMDAgREDCedx41VtGwCkej3MfK6VmMmubYq8p2gnb2JFcSs1kSXUGuUVVrDa2EzhTN1StwWNJk2D4HutxKtuEwqIVoNo4yipHxF0z2QVt8n9fwPnsa25378Cw2ukjmUxxtaOcf1WrDDG7D8Vk5W2nkjVzLVJnKHNRTmZyqhoi6ZoQj8exdetWsmkNIF3pBelLH5zSFXdm8qc//WncddddSKfT8Pl8uRuct99+G7fccguef/55PPXUU/T0ospRuRxEIlH+a2eu1HqsgRs79Wpo2mnJgYW/hAFyo74z8zhX6pHzHifmQVoiISZLSbn6tOLLfUprR7W5iV1LVi1/z6Ja6oqrhqixS6VKB5PtICOgr5o+XKmZLKNNQcYjas2smu8VzVPvbMZ/YmswNJ6/QX970zDuen5NyWPa6oM4Zo8uJ8QjkLHlzZs3o6GhgcpuKg7pSi9IX/rglK64MpNvu+023HnnnTjmmGPw1ltvmWonX3HFFTj99NPxr3/9CzfddJMwQYnqRrUP5ei6GLaOoxOJEHZuZFj7qpy04U5QvPxeZYydI9edoIvJTisq1+QVRUH2M2tfF3TgRDsysA6VI7Ja+6SayUKw+jeWqKqVPNBprlRYVEcQNo8Ku5gUvig1YWgshi3DE9hpCCYPTySwZXii5L+B0ZiLEhMEQRCEHLiCybfccgvmz5+P+++/HwsWLDDd3LS1teHOO+/E7rvvjnvvvVeYoER1o1pd1Wqv+eYWqunZiE7ZgcpBQ0cQjsBb5sINFHb3BagsKs1N/Kj8QMNKLTzorCb8vvwtdJxRXoYgCIIgqhWuYPKbb76Jj370o7kv2lrxeDw48sgjsWrVqoqEI9zB1qvELr8K6cTr07L64M1+tpcJzNxa9nHMV5uZ/YuStXzcztyzMx5uvP6vch/C+lf4ntzWNeHyidjxA9x92KnPbuPa5i1/IK7+aelr3Y6s7D5s7OvyXCnq8rU1N0nSpZw+bOzLbS925nxW/3Z8GB8Ku/AC3LgO3e9DJw3JwfitS50enBEEQRCEKLiCyR6PB9FolLnP8PAwl0AEIWpNJuzL1BotElXO/NWP/J2CG6Oq2qvVUnDBXp24Rny+ir5tWzHu2CvvcWrZOcs8XHGvLHmck6JiVJNVNbsThdfrbpCvOkdVARyZt8Ssmasdj8e7639PLnBPH9dTC5/Ph6amJrJpDSBd6QXpSx+c0hXXB/h23313PProo4jFYggGgwXbx8bG8Mgjj2DJkiUVC0jUBsyMM857o2K2WS661ky2otr6VqeaybWuZ53OX7UsqUAFvkcGbmfr20ExVTJx54NzpEsZVEvNZNVu8NQaORdQ7BpgXZOVrJlrCa83/7DYCw+SSCu3fq11gsEgZs2a5bYYRBmQrvSC9KUPTumKK33qs5/9LPr6+nD66adj06ZNpm0bN27Exz72Maxfvx7Lly8XISNRA8jIFqzkq+a61kx2I6hmp0ulM6cFvaItCrdLHNiBW1ZX7FV+n3Z8jwxx3LHX6seV4KilT6qZLAarz1JYVFu4Pceq5gf0mkdZG9Wat2oawzVGmclqkkqlEI/HyaY1gHSlF6QvfXBKV1yZyWeddRYef/xx3HPPPbj//vtzT7NnzZqFDRs2IJ1O49hjj8XnP/95ocIS7iOrrl65bRbuW3rviYkJIe2IW8Nba2jy9SmqPp+dPlSu6SnLJnlvym3VdeXqoVifghpi9SG/C2H9ux1AiE2U/nK7LcncrlPNqPsrqw/udgqE4/SvkmoLG+Wz47OYfUjalxfe2voF+zLnpvJtUphtMc9LlP2K2TeRSHIdZ6vmuB1Zy99V0IHOY2885J8Ybx/21sy1SzKVv8a8Hg9AmcnKMTExgb6+PvT29iISibgtDsGAdKUXpC99cEpX3IUdf/3rX+OHP/whFi9ejFgshnQ6jfXr12Pu3Lm49tprcf/99yv36jGhB6qtyXReJDohu6jrXOdxdhsaO0JXdCohoBoaiaqVrFbIRvnRSFSCsA1lJhMEQRC1DFdm8rPPPot99tkHX/jCF/CFL3wB4+Pj2LFjBxobG9HY2ChaRqIGUO3BQ7k1k9WSmo0Kspqy85SQKI9a0rBRLRPZ7ctXJ91ZccL36VQDXjV5WLjhw8p980GFYdRLl8V/VgGdxlE13B47URnnoiBTEot3l9IolEwQBEHUIlyZyaeeeipOOumk3O+RSATTp0+nQDLB5HunvT/385kHzzFtk1Xn76DuOgDAvCkNto4rt2aydb99Zrch4MssLs//0HxbffLy7VOW5n7+4rLekvuJHOET3zcdADCz1d5rE0Y928n22m1aI+qCmQ8LnX3YXFt98nLZMQtyP1989G6O9Hn6ft0AgM7GEBrDpZ/1ibpcuprDaI4EAADLD+oR0+gkXPKRRbmfLzt2EWNPcXzm4B4AQFPYj26bNstDfciHtkjGXj++T7f0/gDgwqPy9vr1E3d3pM9zDs/4m3DAi8XTmxzpc1Zbxqcfv+d0R/o75/B5uZ+NvlYm5x6emR99Hg/2n9Nm2lZuzWS7LmK3qZn125GLp9o8sjQsP/X/DP7me6e9T1ifLC41+J5lC6eYtlUydiz2nNkMADh0fgd3G3b8/cnv78r9fO0pe3D3aQejvznhfc5cl9nrYt+eVkf6O26P/LheebwzHxe//mN75n7Org1ks/f0MABg9xnO+PPDd+vM/fzVYxY60qdIKDOZIAiCqGW4MpO3bduGPfZwZpFKOI+4eoVmjt2jC02RANrrg5jVXlf2cSwmy+Q4/6B2nJKYgw8s7GLuJ6o+YCTow+MXHIa3+odxhOVm1VZtXxv1Pj+4aAruPGt/NIT9mDelkblv2f1bDrTu+82T9sCHFk/Ffj1tYCEqKyfo9+LR8z+ANzYM4YhF1nHlt0kWB8xpxdUfmoqeWTOx+4zmso+zkwVqlf3/jluCQ+Z1Yq/ZLfB6y5eWN6PJ7/Pi4fMOxT/WDuKDlnEt7ENMTtPes1txz9kHIp1OY5/Z5QcC7PRv3fUrH16IfXvasGd3C/w+7upOZeP1ePDdY6ZhwNuCY5aagwCy6o0umd6M+/77IEzEkziwt93GkYz+JxHgvA/Nxx4zmrFkejNCfh9fHzZz5X773wfihZUDhf7V2i6z2fL967wpDXjgSwdjaDyOQ+aVHxC05V8tO3/ukNloTI3g0KW9qAuWXqaJnCvv+tz+eLZvO5YZgjt227Hje7vb6vDguYdg28gEPjDf3Kewer2WfT9zcA9mt9dhbmdD7iFaWe1U8HXWn31mPzz93jYctoA9rna0yRqDKY0h3HxsF/xNnThqj5nl91CwPim//vUn9puF6c1hdLfVob0hVH6fTHHYR97yqX3w5Ltb8YEKgvR2aK0P4vELPoA128dMAdAMcubqk98/A+31QUxtCqOr2cZD0Aqm6v89pBPrkk04YjH7oYCoLOrGcAB/vegwvLtlpMCn6wDFkAmCIIhahiuYvP/+++PJJ59EMpmEz8d3A0nUHl6vp4wbKnFZQeFwGPvsuTv29XgqCoTZXSz2dNSjp6Oeuz+7eDweHFLihkrWQrc+5MdxS8VmIE0ma3dbHbrbSj+EEE0kEsFpR+zlaAmWSNCHY5eyH3wUoxI9z2iJYEaLsx9R2G8O+yGEaMIBHz6yh/1x5e4vHMYH9lkKT4W+xy572wjOiyDk9+GYCsfVbj3aKY1hfFRiVnKxa2npzBZp/RWjsb4On/3wPpPajkj33tEQkprtXUxWOw/pROD3eXHUkmm2j6ukZnJbfVD4uLL8fTgcxrEHv89R3+PzevDBRcUz2mXF2prrAo69nZBl/tRGzJ/q3BuYXq+nIINeJuFwGPu+b3fs5/C8NbezAXM77b096CbG+95sRrLP7XoqhIlwOIzFixcrV0KRKIR0pRekL31wSldcweSrr74aH/vYx7D33nvjv/7rvzBv3jzU1RUP8hx//PEVCUgQvBeBEzdTOrlS1WRVrmZyQbZgaftx+4NMdsyat4SMrUxgrh4K4ZdVkAAWWOKwJLXje5y4Cuy8bSIK9tiV3uiGX+B9GCPL7kTMXWp5V71QbezsZWM7GwisBEc+EGxjXxnzuq23B2zsLWNel2U71Ze9mx+jbDDZzptkhHx08oO1DulKL0hf+uCUrriCyYceeig8Hg/6+/vxr3/9i7lvMpnkEozQAzvlGMpvUwwTExPYsGEDZsyYgVAoxNzXTmkCI5WskflfF+Ybocpk5Q3ol94mKyAryibt2A8vvLbuxs2ZTksHt2UVZTuqLdhkiCMreMzr090ZcnOn5doPS1RZLoJXX7KGVYa+3Ih9MedKGwIJm7eUu0aqA5WHztaaWeUTkUwqlTT8nPmfMpPVwon1OyEG0pVekL70wSldcQWTP/3pTyt3k0uIQ0aAWBYseVKpFMbGxpDKrvZcxo2hYwdNyq+J6ARuP3ywwrIf3mtEWuCMU8+qwc6aclCQMvpkicNrO9WEx1M6CCZjDCqxDylB8gralDN36WN3ql0jduoHOwH3useNuYm1TbGANfeDElfmJvE2KWvNrNESpCyyWeHpdBrJXGaymxIRVlS7/yNKQ7rSC9KXPjilK65g8s9//nPBYhBEHtXeiNP5FT2dZNdJVtWgsSN0xe2SMVZ0upY0ElUrWa2QjfKjkagEYQvjdeittog5QRAEQZQBPUsllIeWaIQTkJ2ZsVXr0eUbKdUyGe3gxNCplgHIQjV5WGgkKkHUJi5fpLa+PeDEXCC/i5ohZYgmU5kLgiAIohahYDJRgJ1Xu2UEKWR9sITZjgPBlmIfeCu5L7MdO30yttk4jncI7OiH216ssrrwKm+5fdiR1VafLgcknUCn4DYLW9evPDHK67/AXiWUpxDmw533r2wc8H129nXA1wh79d7GfOxEWS52H4Ls186+3PYiam6yYdtl7ynmODcQZds6ofMDXFEkDcFk+gAfQRAEUYtQMJmoWgKBAKZPn45AIOC2KK6h1euwismqk/2oNna1jk62Q6gH2Y9a6FTmQjXbUWvkCBaq2Y6qeD2ZW+dkypCZTMFkpSBb1gfSlV6QvvTBKV1x1UwmCB3w+/1oa2uT2odOy0fVZFUts8WaicWyH7eDC3Yy09IORJpFZQA6IasdWOKwJLXje1S7DkTBHjt99OwGIuau6rQqZ1Bt7Oz4VyfWPaJw4rqz41/d9kt27I41V/KehSzbUc2/Vopn19f2Yon8R40CPtW8Rm2jkx+sdUhXekH60gendEWZyYQ0nChBwSKRSGBgYACJRKKcXrj6kLVG5i1PwaISWUWVoDDixo0bUx6LOPbsh1MeXrtz4ibcxuvkriOoLIsoRNmOE6/p22tHH9ilLNydmwrasfwuwn50mpsqQUZZIzdiXyybtOPvhfke1jadHIHLFJSGc9mLsnRny3Zq2AbSqUwQOZ7MX5hBP91Oq4QT63dCDKQrvSB96YNTuqLZjyiAtyaiG7DEicfj2LhxI+LxuHMCMVDuRtvl2sIFfUqoA1kJLPvhrdMpa1R1umZZMGuuunAavLpUzffwUsm1pZp/YSHDtippU4b9qDXibJx4EGAHpr93UI5cn5zrHlfmJtY2xeYtXr/kiqyi6pMbkDVvabQEKYtUOhNMNmYmB310O60S1bIGqwVIV3pB+tIHp3RFsx9BVDE6vV6ok6yqQWNHEAQhB7fLH1jRyd9rJCpB2CKWNASTKTOZIAiCqEFo9iOICtAp4UI1WXXOTnQ7uKBczWRB7VRLzWQ7VFvWVhaqmewuVWpWjqDa2NWijxCFTvO6HcOTUTNZFtXoXwHKTCYIgiAImv2IimAu1BWr98nsg7MLeWtk8a/7V1YzWbwOZN24cY+PCzc8KstacN0pHNAoqO+ssKx2cKLuvJ2xcmJcnahnLO40RMkqw7/KgbfEjyxk1PZ1pWYyY5s7c5NapT10RbW5qRbr58uCMpMJgiCIWodmP6IA1eoDsmDJ4/V6UVdXB69XDTN3+ybCiqgAk9vIkpVlP9zXiCt1f/VRJltWtep48/oejdRRkaw1XzO5gmNlzF3V4gdUOwvVhpU9b5XGnbq/fNtkwV0zWbAcZfUp4RqRtWZW7RqplOzYU2ayuqh2/0eUhnSlF6QvfXBKV36prROEi4RCIcydO1dqHzqtkVWTVfWAkhP2w4tqN2eqyeM2dmyHho6wIsL3kF3xo9rY2fGvKs9bbqCaLlm4vSYi2ykPr9cHwJyZHKDMZKUgW9YH0pVekL70wSld0exHVC3pdBqpVEq5OqyEHrDsx/XaijbQyf5Vk5W3ZjL5HqqZXAlkPwQvOtmOaiKq5pdYyKiZLMt2VNNz5WROKBpP5v4SDvjcEoYogk5+sNYhXekF6UsfnNIVBZOJinDidVTerMdoNIp///vfiEajk/fB14W8upQSaiW4UgeScSLSaiZz1vS0+lo79uM0jszhitV6ZGEVze0ML1G240iNYhtj5Uj9emHtyK/tK6wdy+8i7MeNucmN6465BtGpZrKNuYmFMN/D2qbyZKAY1mvC7ZFjqc7WmrmGbSCZzASRx2P5YHIdBZOVQuX1O2GGdKUXpC99cEpXFEwmClCtjh0L1eRh4XaAy4pq8vDiSr1CVq8aBVtUQ0ZgqBJkfMRNp+uuEklVCzqykFIzWbHrTi1p2Mj4qJ4sVLNlFqrVonbmI5nlw10zWbFvIahmkapds6IYMwSTI0EKJhMEQRC1B9VMJpRAtZclyn1FW6c1sgqyGodVtZtwOzc8br8Oa0tWN9KYOVHttSneMhe2cOAycGNYqcyFHNjlVfI/q+Fd9RlYo+9RY+zyVGswzonrzs5DHbf9kqh5XbWrTif/Wg7NdUF0NoZyNZODfi9mtESYx7TVB50QjSAIgiAchYLJREVUy6uQqsmqU2aWalBGpPg2gUoycV2As1PVri12tRs3stw5j3MlI59vmxuoJg8L1eYmpjyK+XsWqskq5a0MtU7RkVI4he2Kb9idLG6+jarZOQ8fWDAVe+01G9c/9jYAYGpTCGccMHvS41LpNLyqXQQEQRAEUQFU5oJQAvYNofOUG5DUKeFCBVmNw+p2FpAVnbJnmFmfgs5D1D2PI3nRgoTVyQbsCOt2YNXOta7TvbZqQRzj2Klhyvoo0+hD1Bi7PFr5JQaqnQfLL6k2j7JQbFiZAqm27uMhFoshkUxhx1gcANBeHyrrOAokEwRBENUGZSYTBeiVbVxanlAohN122w0+nxq1zDQaOvVkZSFJVpb9MDOaXMh2YqHeNVsa1epA8mbnMW1HH3VUZDseT+mAjGrZaVLeEKjgWBlzl152x9hWA7ZTCby+R7ma9K5kuXPWTFbsWwi80shaM6t2jVSK3+/HwFgs93tHA5WwUA3V7v+I0pCu9IL0pQ9O6YqCyYQSyMhV8Hq98Hr5ku+pZrIcdKqZzLIft7NrVKuZLCyLWbHUNd6ayXZ8jxPXgU41k1WT1Q3Yvqc0VDOZn2qpmVzJusdpnKmZXP6+rs/rNvaVUTNZlu2o5l8rxev1YvtIPphcbmYy4Rw6+cFah3SlF6QvfXBKV2QNREWo9jVuI7FYDGvXrkUsFpt0X7dltaJahqZOiKrpacd+eJERSFSt1qNqGcUyjrMizHYUK1DLXzdbLa+lujxO+B5eVJvzVctu5UU13yPjDRvV9OFKzWSF27S1ZuasTaea7+UhkUhgYNQQTKbMZOVQeQ4lzJCu9IL0pQ9O6YqCyYQSyIiZJJNJ7Ny5E8lk0r48Vb4YdgudRq4S+3ETYbUexTTjTM1kQe2IGjtHbIdqJruOrBIyLPtR7PnCJCgnUEl0KgfEQuV5S7UMVdXekODFjqgsMxdmO1VeMzmZTGLbyETu9/YGykxWDZX9IGGGdKUXpC99cEpXFEwmCnDjnop3eSlLVt5XtHXCjdrYMkZOteC+apl7TuDEeVVLsMd6Fo4EczkvPDdGXKcgDgtpcxNrG2OjO5cPnzLdyBjlLbGjk1diJ5OqdiZi5HFmbhLVjmo6IEphLHNBNZMJgiCIWoWCyURFVMurkOw+1XqdXKcbDndee1brA3gspHz4S7HXc12xAd7jVLMP1b6SyevT3XidnPs1bOfhHgNX7JVPl26U31HsctYKGW9n6eRfXfFLvG2Kb7KMPvmcqHoPLfjYPprPTG6rp2AyQRAEUZtQMJlQDvUy05QTSBto5AiCYKGav1dMHDYaCauangmCIHihD/ARBEEQBAWTCUVg5yrwZTL4/X5MnToVfr/fvjw1kFnhBjqNXCX24ybCaiYLSqFypGayIMMSNXaO2I6omskOXJVVWzNZUrss+6GayXLQ6Y0fFirPW6o9UHCiZrIzNenLh+XvhdlOlZeJ8/l82EZlLpRGZT9ImCFd6QXpSx+c0hVZAlEE52+quGsmM7YFAgF0dnZytSujZrJq96puvB4spWayJGF57adaSpTYwYnz0mnkWLZjHSsnzou7ZrIb9fP1jzUAqCxIz7If7prJ7lTA5jrKjbrzvDWTVXNMbN/DOFCx8xBXh1hMO07gtqyVrJlrCb/fj+2j47nfW6nMhXKQLesD6UovSF/64JSuKDOZqAiV6+rZ+YqlcjWTFavpyYtq9XLt2KQTX0GVMT6q1XpUrW42+zgx/YuyHXbwx41a7pzj6kptUr6HZSr417LtR6PvC6j3LQS1UM33sNDpexgsXPFLEi5aUS0KWzNX+Zt9yWQyV+aipS6AgI9upVXDCT9IiIF0pRekL31wSlc0AxLKISozLRaLYe3atYjFYpPvzKRKUuVcwM7IqTbK4uxHPqqNXa2jk+24jWqZyCqIU7b9qCCsCfllA9xANdlZ4qjme1QbO6I0qtmOqiQSCWwfyXyAr52ykpWEbFkfSFd6QfrSB6d0RcFkgiAIogA7+UNu5xrpnO3kdukT1bIFdYLGjiBUx2X/aqN/JyQln1U5sUQKo7FMpld7A318jyAIgqhdKJhMFGBnsSnjLWxb/QtaGbMX/IL6sCGrE69fOvEGvRMBSetxzBIhDtxI2Xm9Xpz9ysftgK0ov+Q2WgXprfWdJQgk73VyVp/y68Xbm8d4O5G0L3czYuYtcVWnRM3drB6cWINY9+XvpeQWD/t37h41Ko/Ei61z1OnEGFTJaXAxNJ7I/UyZyQRBEEQtQ8FkgiAIgiAIgiAIgmAwNB7P/dzeQMFkgiAIonahYDKhHKJq7Hk8HoRCIQHZn1T0jxedayaLsx/5qDZ2tY5OtuM2qtVUVUGcsu1HBWFNUM1kJ2CJo5rvUW3siNKoZjuqsjNqzEymMhcqQrasD6QrvSB96YNTuvJLbZ0gXCQcDmP+/Plui0FoSq3bjyOv6QvC7f6t2LEdt0V3u3+dkWV3te57CH7Idsy4PTeoNo+y+iDbKY+ReCr3cwdlJisJ2bI+kK70gvSlD07pijKTiQJElSTkLgPpRm1UcUUahbTiRN1fZ+pAytnXdFxBXVf59VBZ2NGdsPqsgtph9uH2TbmdmqIKR0jdqAkvChnSSKuZzDk3uTHi3Hp2Ya5kyyqo1r+gucmRudKF2sIy1lYF9fxF1b/m/naGWr6PRbXMTbaolvPgwFzmgjKTCYIgiNqFgslE1TI+Po5///vfGB8fd1sUQkPIfgheyHaISiD7IXgh2yF4Idspj+3D0dzP9AE+NSFb1gfSlV6QvvTBKV1RMJlQDpE19lKp1OQ7TQoV/eNF55rJgCj7kY+KY1fr6GI7bqNaTVVVxCnLflQRNgfVTHaCycRRyfeoNnYEG5VsR1V2jhtqJlOZC2UhW9YH0pVekL70wQldUTCZIAiCKMDWq7u1/M5rhbj92rPb/esM2T1BqI3bV6i9/uVLSz6rcoYMH+Brow/wEQRBEDUMBZOJAuzUqmMuTLlr5cnZl9lOBVvL7kOYrKLqGQuqb8nsQ86+3H048YEb5jZrfWf5fVYL9mqKqjsitvyrYqcho46ptJrJnP5NXG1hG/tyd2JjV0EDzTtXirp+3fimQrXYC3NuKvj2AKsd+T5MMdfHxJXvfLiMynOsbHbuqpns9QAtkYDL0hAEQRCEe1AwmSAIJaC3YfmhsSMIgpCDaqUaFBOHiWpjRxCVsnNXZnJrXRBeb+0G1QmCIAiCgslE1RIKhdDb24tQSN5raFp9cVwxWRUTp0Aelv24fYNsZ+ickFWULlWLOzDHjrHRju+pxQwvt68fK4qJI2TuUs2/6oRycyVrm0VWJ9Y9okg7cOXZ0aXbfsmO2TFF5TwPebajmoetjOFdweQ2+viesujkB2sd0pVekL70wSld+aW2TlQ9ol6FlIHX60UkEilrX96bx7Skuw+mOJzDKktWXtwRp/TgWeWxYz/c0vDanWA5imEVTbH4ignVZBVlO86chp2yRvrgyNwkqhlLOyLsR5Z/dfvasoNq8zoLlk2yn2mZtzrhe3SyAbcpLB/i7uCxure3ZhYkkIZEE0mEALRSMFlZnFi/E2IgXekF6UsfnNIVZSYTBei0RmTdgMViMWzcuBGxWMxBiUrjdnDdihN1IO3AXQdSkrAs+2GOnYQHAZNRLTf+qonK1qU+vkc1VLNJGeJUEjSSYT+KDTkT5eYmpr93XiJWj+x5i1GLWoBcRdvlfKjjho/gru/shqzcG0sjb97SyfuUTzsFk5WF1mD6QLrSC9KXPjilKwomE1VLMpnEwMAAksmk26IQZaBW3rRe9qPa2NU6OtkOoR5kP2qh2Es9TH+vmu2oNnZEaVSzHdWhMhfqQrasD6QrvSB96YNTuqJgMkFUgNuvLNpBNVkVE8devUK3ayva2NdtWe2gmqi8NZNtodh14ASq2aRi4ghBNf+qE8rNlaxtislqB0dqJtvY122/ZEtW7o1uoJxAQqBgMkEQBFHrUDCZqIhaf71eXs1k8YNHNZPZNqnY8DBxQ1TVyrQYUVm2SnDCh9rpo1p8umrnIcN+pdVM1uhaU21eZ8GcmxjHubEGUe36URnrULk9dKL6d/s8VICCyQRBEEStQ8FkogCdbhRIVn5k1NyrBO6ayS4Iy9al8zfhOgXOWKh2Hrw1kwk2qg2dlJrJEtqsBNXGnIVqmbjcNfIlwT9XMrbJmpt4ayYrN68zjnNDVu6NbqCcQEKgYDJBEARR61AwmVACdnINX+aN3+9He3s7/H6/fXlYfWqUwaoaLD2rNqws+1Eti9mJagxOoJqovGUuKvE9MnDidXI7qOYHuPuUJCy/79FHz6qhkw9liaOc72Fe62oNrGp6ZiHDDcizHY0G1gYUTFYX1fwgURrSlV6QvvTBKV2RJRAV4cbXwcslEAigq6urrH35v+It5yylZMoplpqmWkaXVR479uM0zPOQdOXxZucpl1HMOo7ZZvmNivM9avlXXttyxfUwMyLVQobvcSPTVDVUm9eZffJus8gqat6SMce44gZ45y3xokzep4yJywb25i2+rHKd/MdktNZRMFlVVF6/E2ZIV3pB+tIHp3RFmcmEEvAGVFgkk0mMjY1xfcWSebNk2KRaHWIWKsjqMY2de3IUwypPJfYjG2YWnaAsIFE3fU7oWZisrG02TsQJ27EzrOzXyeVjxwa0ijVIEpZlP+XOlSr4V50CR0ZRVZgrjdjxS7rOW27gxBsSjlwDdvwrQx5RtsNagyh2aVVEcyTgtghECVT2g4QZ0pVekL70wSldUTCZKECnD+ywiMViWLlyJWKxmNuiAFAwSMJZy1A5JInKsh/Vsp1Y6BrQKdymWA1NxkbVfI9qqGaTct4E4T9Whv3o5NNVfuPJimrycM9brtT9VSuDlT+TXawcZfXJvbE08uYt1a4SMTSFKZisKrQG0wfSlV6QvvTBKV1RMJlQAtXqQJZbM1m10hEsVJA1bRo79+Qohh153M6usTN0jmQGC7pZVC1pibdmsh2cSVxTa2SpZjI/5c6VKvhXt/2kHYyiqjBXGlHtg4SicMIv2Zmb3LZXW/M690Y3UE4gITSEqVIkQRAEUdtQMJmoiGq5yVEta0ujodMKnWySF2k1k3mPcyVrS3xNT1fqqCqW5c7bqXI2oJgbUEycqkG1eZ2FalOTjDr4ip2iOzWTZbSsWBa3ahnnMqgP+uDzVsnJEARBEAQnFEwmlEBGzWQ7WDNkqGayHHSqmawyjtRMFpVt7EhmtBhE1Ux2AmE1kx24u6eayQK7pJrJUqiWmskqo5qkztRMduAisCWs8+tp0zbVjICTRipxQRAEQRAUTCYK0eoGcJIvY/t8PnWyURURI0u1ZI/IkpVlP7wZTaplt6oGZ4liafDWTFbO9yiGasMipWZyBa3Wuv3IyIqVhXryMOYtxeZ81TLHdcq4lpF/Ic/vqKVnETRFqMSFytT6HKoTpCu9IH3pg1O6otmQUAIZNZPD4TAWLVrEJw/VTJaCTjWTWfbjdnaNcjWTBelStaQl3prJdnyPI5nBio0s1Uxmw+97qGYyL9VSM7mSdY/TOFIzWadvIdiRlXtjaeTZjkaOoEwoM1ltdPKDtQ7pSi9IX/rglK4oM5moCJ0yiFgolyGjmDzVQi2MqrSayZwXtHIZxazjmG26kFXOuU0W3OOqmA0o518VE4eFVvO6RrKqZgQsf8ddP5/zOFm4UjNZzmsQjsOem9TKgJdBI318jyAIgiAomEyogYyaydFoFO+88w6i0eik+/LWTCbsodONhB37UQlhNZNFZRs7khktqL4za5uNE3HCdoTVTK5clEmhmsn2YNmP298XsINO/l4jUZmoPG+plp+q2hsS3NjxrwxDF2U7VDOZcBuV/SBhhnSlF6QvfXBKVxRMJpSAt8wFK4iUTqcRi8W4PlBTbpkLO6iWDedGVo6MGwl5svLZj4yMLtVxImikU2DKju04EszVKDSij6RgCluJvbLsR0ZJKFnw+nverMdK4B85tRwTy3Z08qG1KKvba8RK1sy1RhNlJisN2bI+kK70gvSlD07pioLJREXIyXhz43VytV7LcyPQKwPVbghVk0cG0spc8B6n2Cu4vMe58/FEtR5MyLABaa+Ts7YxyzOpNf/IOK4SmDZZJfOWG+g0N+n0oToWVWOvyq1R1VpPy4AykwmCIAiCgsmEkqj1tEu1h2+KicNEtbEjCEItVHMROmVbqJZxXjVlAwiCIBjUBX1ui0AQBEEQrkPBZEIJ3K4DSTWTnaFaslJURljNZCGtOFQzWVA7omomO4GwmskOXJNUM1lgl1QzWQoaiaotannQKnr4oZh/rYWayZEABZMJgiAIgoLJRAFu3ABy10xmHBUMBjF79mwEg0H78siomazY3aobr/RLqZksSVZe++F9vV5nnHjd3u16knawYzuOBHM1Co3oIynYNZMraJZlPzVRM5ldNFkKvCOnmk/nnrcUOw9R/t6Z89JJ1tJUsmauNcIBun1WGbJlfSBd6QXpSx+c0hV9QYCoDGbtSQmN2sDn86GxsbHMHtWq8ebCvbQU3L45smLnBtWO/aiEtJrJvHUyXcne5K1BK6ZNUbajmh/gHlc3aiZz1pt2pza2+fdy7ceVmsmsbYq90KPa/MNClKjOzFvi/asbuOOXZDQqphl7tsPyr2qtp2UQpsxkpdF1/V6LkK70gvSlD07pih6tEgoiJrsqHo9j8+bNiMfjlUmjVrKXYrlnbFQbOzuIsh+i9iDbKR/VXIQK5UzKtR/VMs6rpmyAxpDvIXgh2ykfCiarDdmyPpCu9IL0pQ9O6YqCyUTVkkgksHXrViQSCbdFITSk1u3HjQxNXlQTVSfb0al8SK2gk/0QakG2Q7BgzetkO+VDNZPVhmxZH0hXekH60gendEXBZKIAO0EkOR8DEtW/GET1YasZl18XFtWHI/qxs6/L9qJz4I5ZNkCx61CnUdbplWCF39AW1q6whygO2KsrZS44S1vZk1TMNeHEAzFxc6UDsgqam1Tz98x2nKjnb+taV8ypc6La3OQ0lJlMEARBEBRMJgiCIAiCIAiCIIhJiQTp9pkgCIIgaDYkFESt6ooKlNA0YUcct+t/2uletXHWCbf1TBC8qGa5Ol1LdmomO1FfuVprJqsmu142ShDVR9BHmckEQRAEQcFkomrx+Xxobm6GjxZ9BAe1bj+2yodIk6LM/hV759aO7bgtutv9E4XUuu8h+CHbMaOTf3O7LBjZTvn4fRoZVg1CtqwPpCu9IH3pg1O68kttndASUUEk/oWxjdp9jH2DwSC6u7t5hcj3Iap2n51a1KyakZL6NB/HdVhF7fD2KesGjNd+3KiBq1owVQaq1cZmIcz3uB6mNyNjXKXVTOb2J2IksleD1rxvufZjqw9BI83r30Rdv2485GKvc0SNq419GX2ybEfU3OSEDtz24XbQaW5iYWfeUvg0HMHvrfURUBtRazBCPqQrvSB96YNTuqLMZKJqSaVSmJiYQCqVclsUQkPIfgheyHaISiD7IXgh2yF4IdspHx8Fk5WGbFkfSFd6QfrSB6d0RcFkQkHEVNmbmJjAu+++i4mJicqkUazoH9VMdgZR9uMEbuuZMKOT7biNaparwrVUrv1QzWRnUE12lo2q5ntUGzuiNKrZjsr4vXT7rDJky/pAutIL0pc+OKUrmg0JgiCIApwoUUIQBEEQstBpbnKirJFO46EyPqqZTBAEQRAUTCYKsRdEElPbl/dIRz5YIqp+sKA+HamZLKq+phM1k6vUXuz1Wf03NqL8kk6odhoygh3SaiZztiysBq6kGrTm41yomcyamxyodWzr2wMOzN3C6jI74N/cWFc4Ydtu48R4qEa1zLG8BKjMBUEQBEFQMJkgqhkVXtkuF41EVQ6d9EwQhPM4UeaiWlFt5HTy9/pIShDlQzWTCYIgCIKCyQRRETolZ1hFdfsmT7Wxs5MJ5fbY2Rk8Z2QVo0zVYiSsAJwoUVW7DpxAOT2rJpAAdMrsVA3VRk5URrFqOHHZ6TSv25kL2PXJ3T4TM1XoXimYTBAEQRAA/G4LQOiNqNdRZRCJRLD77rtL7UPWIlnGyKm2nnfjBoNlk9YbMCfshxsHBs/t61dnlLYdC1VbG1sjWa3jKsJ+ZAWUNBpW7oC6G3MlS1Y7HzZ0wvfoZAOq4fa8yrIzO7ZDNkCojE5rsFqHdKUXpC99cEpXlJlMFKBTRpM+kqpXS5cpjiuyOntcJXDXgZQkq5za5c7DHh/nz4TlC3UaV9VQLSgtI8Cj2CnqNa8r5s/YD80dE8PQp4SayZJOhHfstJrXhUpRZp/MbHW1rnXV/L0IUqplZxAEQRCEC1AwmahaJiYm0NfXh4mJCbdFcQ2dXt9WTVSd7EcnPdcCOtkOoR4y7Ee1V991QrWRY/l71XyPamNHlEY121GZFK25lIZsWR9IV3pB+tIHp3RFwWSiakmlUhgfH0cqlZLWh04ZF1QzmY01m4dlP26PnWo1k0XpUrX7M96ayXZ8j2pZZE6gnJ4VE0jE3KWzXbmtD9VGzk7NZCfWPaJwpGaynTrE8sQoC7drJsuyHcXcqxAomKw2OvnBWod0pRekL31wSlcUTCYqQrWAoNNIq5ksYWBVW/q6UjOZsU2rzD26kakJnPCvbtfwlIVOpyUj8CvNn+k0rpyyulIzmSGrnZrJTqDTtaUabg+dKN3Vug3QEowgCIIgKJhMFEGrRaJGsrqRKcZbe9KdOpDO98kLdx1ISTagWo1RXtSroVkd46oaql3rUmomK3aSOmUqM/2ZYrV0VZvXmce54M/450rnUe1bCLx9qnatK+YKhUCZyQRBEAShaDB5+/btOPfcczF79mxEIhHsueeeuP3228s6NplM4oYbbsCiRYsQiUTQ09ODSy+9FOPj47l9Vq9eDY/Hw/zX09Njavexxx7DYYcdhoaGBtTV1eHggw/Gww8/LPK0axrWssyNNZtqmUC8sF4XduM8mGUDNBpY1URVTc+8qGYDvGUuVEO5cWX5VxeE5e3TjbcZmNe6hFffK4G3R3dsgLHNOTHKwu0yIHZQbW3HQjFxmKh2rbNQTc8ioA/wEQRBEATgd1sAK6OjozjyyCPxxhtv4Itf/CIWLlyIe+65B2eddRb6+/txySWXMI8/55xzcMstt+CUU07Beeedh1dffRXXXHMNXnnlFfzpT3+Cx+NBZ2cnfvnLXxY9/q677sIjjzyCU045Jfe3+++/HyeffDK6urpw+eWXIxgM4kc/+hGOO+443HXXXTj99NOFjoFOqJy5FwgEMHPmTAQCgUn35c2ckJVxIaNZt/VhRfVsHjv24zhaZe7pg6hMOVG+h+lfFbt+mMeJFaPiPlXLGrYKK8L3SHsLQqMrmjvTVKgUlWPHLzkxb/HagBvXHffcJElWGRnFoiS1NW9xzk2qXVu8pCiarDRKr98JE6QrvSB96YNTulIumPz9738fr732Gu666y584hOfAAB87nOfw4c//GFceeWV+NSnPoXu7u6ix77wwgu45ZZb8LnPfQ633HJL7u+zZs3C5ZdfjnvvvRennnoq6uvr8clPfrLg+H/+85/429/+hkMPPRTXXntt7u+XXXYZgsEgnnrqKfT29gIAPv3pT2O33XbD//zP/+C0005T7+ZUAewstWSUXPD7/WhpaSlrX2vmRLmLYZ0yLlQQ1XgDotrYWbN57NiP43BmJ7qBYuIwEZWd6ITt2NGz2zf3tuYCB+ZSUZmdsgKrLPsptwSECtmJOq2KzGOnFnb8ksrzlmoZ1UxpFJOVhShJba2ZOd8y02dU2SQomKw0KvtBwgzpSi9IX/rglK6UK3Pxi1/8Al1dXaZsX6/Xi4svvhixWAy/+tWvmMcCwIUXXmj6+wUXXIBgMIif/exnJY9NpVL4zGc+AwC4/fbb4ffn4+zvvvsuFi1alAskA0B7ezsOPvhgbNy4EZs3b7Z3koqj1Q0gQ9pEIoHt27cjkUg4KBEDxQa2FrJJK4FlP7w1NFXLGlYNt4OehX3yvXmhnO9RDNWevUqpmVzBsbVuP+wa8GoZj2q2zJy3VKtJr5o83Me5UTebsY1THll+R7VrRATReNJtEQgGtT6H6gTpSi9IX/rglK6UCiYPDQ3hrbfewn777VdwM7H//vsDyGQfl+L5559Hc3MzFi5caPp7fX09lixZwjz25z//OV577TVcfPHFmDdvnmnbokWLsHr1aoyOjub+lk6n0dfXh0gkgvb29rLPkSiOjLp68XgcmzZtQjwety9PmZkVOi2SraK6XTNZtbGz3oCx7Mf1nBQbg+eErKKCcaolg/HWTLbjexzJDFZtXKlmMhOm7ynzrQQVgq661ky2M3JOiGrnIVsl6x6ncXvsrLjtJm3JKqFmsizbUW3+EcFEIuW2CAQDnfxgrUO60gvSlz44pSulylxs2LAB6XS6aBmLpqYmNDY2YtWqVSWPX79+fckSGDNnzsRrr72GoaEhNDc3m7bF43FcccUVaGtrw1e+8pWCY2+++WYcd9xxOO200/CNb3wD4XAY3/3ud/Hmm2/i61//OrMWydy5c02/T0xMAACi0ajpo4A+nw/BYBCpVCq3j5FIJJI7PpUyL2ICgQD8fj8SiUSBwXi9XoRCIaTTaUSj0YJ2w+EwPB6Pqd3xqLn/ZDKJWCxW9Pw8HpjOw7QNQCwWQzJpfoLv9/sRCARM7SaThU9NotEo0ul00b7j8TgSiQSi0cJt2THMjmP2/+wYZts1HZPOnHuxMczKnx3DhEHWdDqNdDpdMIZZjLqJRs3jNDExgVAoBKBwDKMTUaQifni93oLzj8ViiMfjBWOYxePxIBwOZ87HMvbj4+MIBoPw+XwFT6rGx8dNdmjdBrDHMNuuVVZju0aSyWSu3ay8xfqczL7h8xc9DkBufLNMRCcwvksM49sHRlkBc3C02PVoPXdjn8XGNbctVfo4ID+GWfsuRdwgq1WedDpl2mYdM2ufk/mILMXsO4tRl1Y8RfoEMrrJ2nf2Git27WXtO1pED8XsMEuxMZzMz2bVnm3XeL6eXTfoWTuMxYoH+qLRaIHvKeZnsyQSCfh9waL2HY/nr23rGCYTCaRSqYIxzFLMz2aJRqO5a846DkYfYZUnGo3CEwyUNVdZZTW2m/W3QGbMjD6i1LXFGsOsjzAyEY3Cn07k7NuI8Vq3bkvskhVgj2GxByhGHaXSnpLbisk6jkRBu6Xm3SzJZMLUbtI0LmnTtokJc1tWe2L5WZOsE1GM+4v7gUQ8zvBL6YI+jXOVWVazXRnte9ySEchan8DDnquMPiKdNp+T0b4T8dLrk4mJQp/JsxbLUsy+k0nz+sR4PsZ9x8fHC3yP0c9a+zWuI6xjbvQR1uMmJqJIJkMl5yqjn02nCq/1rI8oNlfmdcNenxTzPVkfYT6PCYyP+4v6iKy9FvMRRnstNldlsbaZlRUw23denvxYWvvM3Bf4c+2W7Xss15a1nm+56wHjmLLmewCITUyUnPOTCatfMoxZET+Q1c1k69ly1xFZJhtDo30X8xHz58/fJXJmm3F8hkbGMD6e0Z9K92/WdlUb03J8BmsMWe0axzDbRjweRyQSqWgMWboBqmsMedqtdAyLXV+AmDHUTTc6+Aij/CqOYbk+IouIMVTVR1jXg+WOoV2UCiYPDQ0BABoaGopur6urM2UHFzveWIrCeiyQ+cCfNZh87733Yv369VixYkXRvvfff39cdNFFWLFiBR588MHc38877zxcdtll7JMqwfr169HU1JT7vbm5Gd3d3YjH4+jr6yvYf/fdd88dZzXKmTNnoqWlBUNDQ9i0aZNpW0NDA3p6epBKpYq2u3DhQvj9fvT392N4eBgAMDBmvoBHRkawbt26kueycuXKogGdNICtW7dix44dpr93dHRg2rRpGB8fx+rVqwEAoyMjBcevXr0aiUQCmzePFWzbvn07tm3bhh3jha+axWIx07muX78eHo8HS5Ysyf1udRjjY5kxHRwcRH9/vymVYnws038ymURfXx9GhvOyJpMppFIp+Hw+bNq0CSOW8+jq6kJ7eztGRkawatVa07b169fn7NWqm9WrVqFt94UIhUIFZVQ2bdqEgSkBTJ06FWNjY1izZo1pezAYxIIFCwAAO3fuzP09tSubfu7cuairq8tdb1n6+vrQ1taG6dOnFzivvr4+eL1eLF68GACwbt26Akc0a9Ysk00DwObNm9EXHkFTUxNmzZpl2jY8Mpo772y71j4BYPr06Whra8POnTuxceNG0z51dXWYMWt20eMAYLfddjNtW71mNUbqMm5v6tSphbL2ZfxLKBTCzJkzAeQfchlJJsw3c8Y+B1ORktvSHm/JbQAwe/ZsNDY2YmBgAFu3bkUptm7dhr4+841flmh0wtTuwMAgs8/JfEQWo4+wMjY2hr6t24puS6O4j5g3bx7C4bDJR2zbvtO0j9FHbNhZGODK+ohiZH2EkdbWVsyYMaPAR+Rk3SVi1keYboh3BXSyPmLbtsKxyPqILOvXrweQebullI8Y2rkT4c4OjIyM5PbPsnnzZmB2B4BCvW0fGEA8Hs/5COv13NnZmfMRW7dsMW1bu3ZtzkdYfbvRR1jHb2XfSkztbMf06dMxMTFRIJPRRxjZMTiIvr6+nI8wLroSiQT6+vpyPiJtWawZfYTH48GGDRswNmaeE7I+wiTrqlWoC3hRV1dX8FB3w4YNaE1sB1DoI4aGhnJ9Tp06FZ2dnRgdHcXatWb/HQqF4IF5LWEcj7auWSW3Wd9mWrVqFeqDGd/g8/nQ09MDIOPrWQ+VhoeHTe1GLQEl47ZNm8zrBqvuWOsII6tXr8Zg2Fd0W0bPeTtMGRbI8V16NhIOh3Nvghl9xIZt5rnF6COiicIHnVkfUUpe6xj29PSgoaHB5COMAeM0zOuIHYPmNQyQ9xHrtxcuyHPrCAONjY2YPXt2gY/I9bnL7ov5iLFdes36COP8bFzLFPM98+fPz/mIdevMc8rAwEDOR1jH0OgjrEkca9auwYyW3XI+Yvv27abt2XXExMSESb7x8ShWrVqV8xGDg4Om44w+wjrXGH1EqTHM+ggj69atA3YGivqIbdu3o68vkfcRxnVfNJrrY7fddoPX60V/f79pTQXsWkd46wtkBTI+IhuQtG4DUHC/sm7dOniHM0+729vb0dXVhYmJCaxcudK0X7GH9sZ2YzHzg3vjtnFP6fWJkWL3GiZZ169HeDxUdNuOwR2mdkdH8/46kSjU3bRp09DR0VH0XqOUj8hSbB2Rpdi9Rha/3597i7WUjwAyc3r2Rt+4z+p1G9CeHACg1v1bFlXH1Op3s7DWZpPdv3V3d6O5ubmo3922bRuamppK+gzW2sx4/2Zdm0UikZL3b4DZ77LWZqz7t1WrVhUEmYxrM5bfZa3NWPdvg4ODBfec5fpd1tqs1P2bcW1mHePJ/C5rbZb1u6tWrSoIAPb29iISiWDbtm0YGBgwbZvM7y5atAhAZn603iez7t+qzUdkqQYfMdnarBp8RFa2cn2EXZQKJk/2amM6nc5kInIcn91W7Pjvf//7CIfDOPfcc4see8IJJ+CRRx7B4Ycfjs985jMIh8P44x//iO9973vo7+/HnXfeWTQ7AUCBM3r11Vex9957Y+bMmaaFZHZxGAgESgbEgYxTKfZkBMg4q2zQPEv2fL1eb9F2s/1OmzYNU6ZMAQA0jUwA2JDbp6GhwXKs2bDNN+rmbZ2dnQUL+OxYGS+0+n+MAzBPQj09PZlyIhNbAJgdc3t7O5qbm7F9NAbAfAEHg0H09vZiYmIC69evx8yZM00ZIDNnztxlD3lZI5HMU56WlhbU19cDnnXIvvQY2TWmPp8Pvb29aHg9CiATdPR5vbkx7urqKqmbhoYGzJ0zB0DeYWeDlUD2piIvT8+cObljrUHPrq6u3JjW1dUV6NV4M5UJ7mYmYQ886O3tzWUIWx+q9Pb25uzBmjFj7aO7u7vo0zArU6dORW/v1IKbHwBoqK/PtVssyy+7LTsOTU1NBU/NvF5vwevcxa6rLD2zezC1KXNu1mt2ytSp6O2dlpMne34zZswoGA/fRvPixdhnett4yW3JVBrAqqLbgPwYtrW1FQTmjfbR0dmB3t68/YRC2wFkAnShcMjUbtv6VQDyE5W1T7aPyPdp9BHWbXV1dZgxrVwfkSF7rkYf0bF1HYD8wsToI3zbxwCYF6NZH1Gsz6yPMJK1h6yPKHYckPcRkaeHAGQW3dlxyvqIju3rAZgXolkfYfU9hT4i32fzLj3n/Wx+m/Hat25ra2s1+YiOjg6TLFn7rqurQ+eUKQDyNx7GBzuzursB5O3Z6COsbc7tnYtIMNNnKBRizlVGWlpaTO0a3+bx+/0m3+OxzNFWHzFjxoySftYk65w5qA/5i87502dMR+/sVgCFPqK5uTnXZ3YM6w2+KovH48G61eYFoHGf8WRpv2T1PXPmzEFj2J9rN2vTXV1dRfxqfm5ubGw0tRv+z9sm+Yzb+jEAIP9QwXo+rHWEaW7q6UF7fbDottaWFvT25m3G69sIIKOrwC49GzH6faOPGAkNAcgv+I0+IlOrND+PGn2EVZ6svKXmKqOP8Ac2A0iY9sm227qqD9l5NEvWR0QjO02yAoZ1hIGsHWZ9hFVWD8NHZOe9rI8IBrfmZA0ZMl+L+R6jj5iVjgDI34wa1xGZG8e8HzD6iDlz5gDIr2Vnz5qdmxM7OjoKPvBiXEdkMmgyN93hcGhXW/lxAvI3jEYfYZ3/jD7CPIZ5iq0juru70dtZX9RHtLe3o7d3dt5HGI4PG/ybcZ3c2dlpasPv9yM6bH7QWc66BihcZ3V3d6N3SkOu3ew+Ra+b517P/R4IBE37/Ot188NDkx8YjpXclrUdoPi9htEmZ86cid7pTUW3Zf19lvoXRwBk1kU+f6HujOvkcn1ElmLriCzF7jWKtVvKR6xcudKUIffaa6/h4IMPBgC0dkxFb2/GFlS6f7O2q9qYAnbWZoXk798K2zX63awtZ9cwpXxGufdvpdbNQOFcajx2srUZawznzJlT8lwn87usMWTdv7W0tBQk1ZXrd1lrs1L3b0as9+qT+V2g9Nosi3G+yWKcu1pbW4u2W9Lv7mLWrFklx7DY/Vs1+QjjPKGzj8hSfG1WuF1HHxGJREzrwXJ9hF2UCiY3NjYCQMGTrSxjY2NFHYPxeNaxAAqc74YNG/D888/jxBNPLLggAODxxx/HI488gg996EN47LHHcko89dRTMWfOHHz961/HsmXLcPbZZ096fkbC4XDRdHKv18tMM7cuPo34/f6SQW2Px1N2u2FL1qXP52MeW2qbB8UDjMXa9RlKFWSvk2waf7E2AoEAAoEAwsnCQEF2DL1eLxoaGhCJRMznV6SkQvYCKzaG/myQY9cY+o2yej05m5hMN+GIuV/j/tYxrAtHco7Iev7GG8TJdOM3BEo8HnM/1vM0brNO8tY+io1hMULBUEn5/H57dlXKvmOWTDV2m+Hcg4NCWYOmYycmJoraD1B4k2ge13jJbYlkebJm7bsUQYusRnl8Fh9ibafk9WrDR1jxM+zQw+gTMNu3VVajfYfDha/csuyQNYal/KzV9xivg+wYZ+0wGCxsOzuGpXxPsTHMyljMvkOh/NhY5Q0EAiV9hJFiJWaM4xYKm2Vi2U5dJIKAL794LfeVqIDfb/Yvhgx9azusawtg26H1uEio+HwYDhWff4GMHqzbSvtZczDZ5D/GYiW3FcoaRiScH+us7wmHw5POK8Z2fRZ7NW4z2hJLHtY6AgAi4TAikeIyBQKBkrqczF7MspqzSoz26/GbszBYc6AHHoTDpcfP6CM8Bpv0WOT1BwrHI3sNhUKFJTZ41mJeb+l1hH/XNZdt1+rvs7B8TzAYRNjSNmsdYfQRVj8bDodNN8csP2t8OGTth7UGmWx9Uq7vKbXWBoCgxV5NshcZk9J+tvScb4W5rYisk63xgIztmMentA8NRNMlt2Vtp1jZDyssH2r1Az5vfh3qZawzeO81gPLvNYpR7jrCuF/aW9imCvdvVlQfUyuTjSGrXeMYZm05OzYVrW8nmxOraAwraZd3DH0+X8l7LaCyMdRNNzr4COM8oeIYlusjrFSjj4hEIkWvLTtrqHJQ6gN8PT098Hg8BaniQObV05GRkZI1kYFMhL7YsQByTyitA/+HP/wB6XQap512WtHj/vnPfwIAzjrrrIKb3GwA+dFHHy19UoRtRH2sIxQKoaenp+zgQ0l5xIgjDDc+TsSLrA9UOYEo+yFqD7Kd8tHJnzlFufaj2tCxP6SrmLBVCvkegheynfKZiNMH+FSGbFkfSFd6QfrSB6d0pVQwubGxEYsWLcJLL71UsO2FF14AABx00EElj99///0xMDBQUAdkZGQEb775ZtFjn3jiCXg8Hhx99NFF28wGn601SYx/Y32kopaxc+vI+oi1nS9cm/pPp5FMJsu6ibXuUu7X03W6P1ZBVGNJCtXGzhr4tmM/jsMs6eOgHGWgmDhMWGNn5zycsB07TbP9GaeDtYGtuYDX4dtAlF5kjR3LfljjY9ykwoM8+ZoUh3ns1MKOX1J53lJNJqY0isnKQpR/tbVmZvQqah5VmbFY6Vr2hPuo7AcJM6QrvSB96YNTulIqmAwAn/zkJ7Fu3Trcfffdub+lUilcf/31CIVCOP3000see8YZZwAAvv3tb5v+fsMNNyAej2P58uUFx7z88stYsGBBQW2WLB/+8Ifh8/lw8803FxRbv/HGGwGgZCBaV5wILlhhZzSV3saSNBqN4j//+Q/zy+k8ffJeklrdWEtqV0aAQ1bsidd+mIE7BwJl1YpOI1eJ75GBTms+nRaoLH9WyTzKsh/2tyG4u5SCYuIwUW3seGHZjk7Tj06yVguqzVsqszNKwWSVIVvWB9KVXpC+9MEpXSlVMxkAzj//fNx5551Yvnw5Xn31VSxYsAC/+c1v8Je//AXXXXcdpk3LfCDr9ddfx+uvv46lS5di6dKlADJZy8uXL8ctt9yCHTt24Oijj8YLL7yAn/70p/joRz+KE0880dRXLBbDqlWrmMHgefPm4corr8Rll12GvffeG8uXL0c4HMbDDz+Mhx9+GMuWLcNnP/tZaeOhOuVm8IpqUxa85yFNVgkBSTfuzVgBFVf0zNym0d1rmdmJTiHDD7iBG+fBa5OqXT+8x8l6wKLTQx1un+5CxjkzM5rzOFnwdunOXMnYpph/5R5XxWyAKY1isjKPEytGmX3yzU1qeV5+hsbjk+9EEARBEFWOcsHkSCSCJ554ApdccgnuuOMODA8PY7fddsMdd9yBT33qU7n9fve73+HKK6/EFVdckQsmA8Ctt96KefPm4fbbb8cf/vAHzJw5E5dddhm+9rWvFSxkt23LfEXa+lE+K5deeikWL16MG264AStWrEAsFsO8efNw9dVX46KLLmJ+KIuwj2oZQoqJUzWZewRBEDr5M9VQbeioZjJBELUABZMJgiAIQsFgMgB0dnbi1ltvxa233lpynxUrVmDFihUFf/f7/bj00ktx6aWXTtrP9OnTy77BOemkk3DSSSeVtS+Rwe2ayXbgrZlM2EOr7F9NUS1mo5g4THSq9SisZrIT/tXGvlQzeZI+FXsrgYVi4jBRbeyqEdUeKNRkzWRhfdZ2zWQKJhMEQRCEgjWTCfdx46aKu2ayJGGl1EzW6G5VlqhSaiYLb1EeOslqByeCahpdPrZw42GZyqgWcGLB9GeyfGiN10yWNjcpNnZy0MeJipLUiTMWZ5P66KfWGRqjYDJBEARBKJmZTOgDs24ab5uC1tPhcBgLFy6Ez+erqE/VahJqFZRW7ebIhjh27EclVDMPxcRhIsoPiLIdtzOKC/sUX69dWs1kZk1PtazSKk259qNa3WzlaiY73iM/bqx7eOGv8a2WRlSrmcyLKEltrZmpZrLbIhAMdF2/1yKkK70gfemDU7qiYDKhHKIyhDweD/z+yk1ctYSlqsncUxxR9kPUHmQ75aOTP3OKcu1HtaGjmsnuQ76H4IVsp3womKw2ZMv6QLrSC9KXPjilKypzQVQtExMTWLNmDSYmJtwWhdAQsh+CF51sp1oyxaoJneyHUAuyHYIFK2uYbKd8BsdjbotAMCBb1gfSlV6QvvTBKV1RMJkowE5wQcabgHbaZO2aSqUwPDyMVCpVmTwVHc3XjtuvC4sqT+FMLd3y+7Ajjyj7MfVfpZE7J85LuZIpDOzYjmqvfrOQIam0MhcuD6utecyyb7n2406pE8Y25nHOzyl6XVtiZGXZjqjhcKYOsSB7cWK9JExWIc1wI2PNU61E4ymMTCTcFoMoAdmyPpCu9IL0pQ9O6YqCyQRBEARBEARBEARRBlt2Rt0WgSAIgiBchYLJhHKoVlpRMXFs1Z50W3Y7NZN1rq9MEAQfVEuXHztD58QwV2vNZNVEV0wcNqoNHkEIYvNOes2bIAiCqG0omEwQBEEQtYo+lQAIgiBsoZN7c6R8iFYjojZbhikzmSAIgqhtKJhMFGCvBq2M/sXsGwgEMG3aNAQCgcrkqehoQzu2zqv0zk7oR1xtRTn1jM3H2djXxs6i7MfcP93I8aLT0MmwHRWQUyNfI8XawF6NfPPe5dqPqLnSDiw/7UjNZEHfVJDVpxN9sHZl2Y4r48E5eDp5BZ1kZVGt85YstlBmsrKQLesD6UovSF/64JSu/FJbJwgX8fv96OjocFsMQlPIfgheyHaISiD7IXgh2yF4IduxRz/VTFYWsmV9IF3pBelLH5zSFWUmE1VLMpnE0NAQksmk26K4BruGpWNilIVqNZOZ9sMYPOXGVTF5WKgmKmvsWNvI97BR7VpXSxo59kN+gB+mH3BBWlaPyvke1lzpoBjloFNdbxlrO1m2o8+o2mP9jjG3RSBKoJwfJEpCutIL0pc+OKUrCiYTFaHyK8qxWAzr1q1DLBZzWxTbqDuqemNnXHW2H6dR2A24gk62Y6sUjUaK1kjUAlmVth+Nx1VlRInqhO3oVHdXKxtwQFhWF0r7HYXw7RrEtQPjLktClIJsWR9IV3pB+tIHp3RFwWSiAI3W3nrd1LggK7uGpWNilAV3zWQ3zoNZ09pBOcpANXlYqCYqa+x0GlfVUM1vy6n9r9g5qiUOE+a85ZgUhj5ZfkCxeZ15nBtGwJor+Q6TBu/4uCIra5ti17pi4lRMR0MQALB+YEyrbHaCIAiCEA0FkwmCIAiCIAiCIAiCwdSmEABgeCKBofG4y9IQBEEQhHtQMJkgqhiqmSwJqpksBdVE5a2ZTLBR7VpXSxo56GSvqomqU81k5nFuGAHVTJaCXmu76mJqYyj38zoqdUEQBEHUMBRMJipC5dfXPB4PwuGwcq8bl4OGImuBHVvQ2X6chsbIjE62o4GIXKhWSsMOKtuPgiKVRCsbECSqE7ZDNqAv7PIY6vodlZjWHM79vGr7qIuSEKUgW9YH0pVekL70wSld+aW2TmiJVv6BIWs4HMa8efOck2USdKqr546svPUK5QjLtB+qmSwF1epA8l4jqvke1VAtwOOB+Oy5Ss5Qhv1Ujx9woUaxRjWTWbajVc1kN8aVt2ayYjbAq2ZZ85ZGrqcsZnc0AGsy5S3e2zzssjREMWgNpg+kK70gfemDU7qizGSCqGJ0er1QtVffCYIgqgXVXn3XCdXGTjFx2Kg2eARRId1tdbmf39s64qIkBEEQBOEuFEwmqpbx8XG8+eabGB+XV9NMp4wLa7aK2/d4ymUnWsRh2o/LNZPtjJxq8rBQLezAWzPZCd+jM6o9OFJLGjH2o1MmshW39WFn7JywZdZcaWfeUq0msBPS2NKly+Nja15nbeM8DVnzllpWVzltYQ+Cvszt83tbKJisIrQG0wfSlV6QvvTBKV1RMJmoCNVvWGXfHMhqXUagVbH7SFcCSqxRLTY+bt9clkJNqQgjqtqOFcVdODeqz01Gislaqf3IMj+NhpVbWDcuXdacz5or3Zi3tLIBjXDE7CZRni7zlpv4vF7M6agHAKzaNopEMuWyREQxyJb1gXSlF6QvfXBCVxRMJgpQLWOUhU4BAzfgrpnsSg1AjZRJNZOloFWtVI3GVTVUu9ZlSKOafagmDwt2LV3nUW+u5DxOp5rJrojK+90GwYKU0ydrm2LXumLiCGHelAYAQDyZxurtYy5LQxAEQRDuQMFkQglYT07ceP7FfoVQnydyMl6FrARm2QCd8m1dLnNhB9XkYaGaqLxlLlRDNVlVu9Z5pXHFh7K2KWavvHOlO3M+n093w5b57VWtSV+99YlafomFamPHQjFxhLDbtMbcz//etNNFSQiCIAjCPSiYTFQEK5NDtewIFtyZPkKlMLQroWHV9GGnDqSwPqsk01S1rCT2uOozsKr5M3aGpk7j6kKfrG2KDZ0MXcrzoYoNHgNeUZXzoS7MlUx4x1WsFBXDHnPn0SnjnHfsdPIfLHaf0ZT7+c2NQy5KQhAEQRDu4XdbAKJ6sZMdwQzicPYfCoUwb948BIPBSfe1ilruYlinjAsVslWMaubNBJOFtU879uM0WmUlqSYQA+YbEjZOQ5TtMPVsw/u4HexXzQREySNr6Fj2U26QXIUx1ylwZAzYqjB2RuzMlbrOW27Azjh3HicyzlkPJmytmTnHTqf1QCkCgQDmTm/O/f7mBspMVg2V/SBhhnSlF6QvfXBKVxRMJgrR5/6PKarX60U4HHZMlslQ7b66WrJ0ZcG0H8UyWFmoJg8LrWqlMrap5ntUQ7Wsag/EB48qOcdat59azyqvBJbtqBbcV03P3DWTBctRaZ+8YyfL76hldZXj9XoxpTGEjoYQto1M4I2NQ0in08pdX7VMrc+hOkG60gvSlz44pSsqc0EogYyaybFYDBs2bEAsFrMvD2ubQVadlo7Wda7b2b+q3YRbx4dpPy7XTLYzcs7II0aXquUs8dagrcT3yEC1ZDCqmcyGZT/lvpWgQlxD15rJdsbOCVu2U+aCaTuKOQLV3rBxe3xszeusbZynIWveUsvqKieRSMDj8WDJ9Eypi8GxODYORV2WijCi2hqMKA3pSi9IX/rglK4omExIw+2b2WQyiR07diCZTE66rwL33YQBafU+bWjajv2ohNvXnRWdsnVE1UwWZTtUM7mSPvV9e0Bl36PY0DGpRVmdsB1e36OaPlSrmcyLqDnW1pq5hmsmZ8fHWDf5n+sGXZKGKIbKcyhhhnSlF6QvfXBKVxRMJqThds1kO1DNZGfQqWayyqiW0cXC7WwvO4iqmSwKR2omly8ON6qZgOo1k5l9srZRzWRuqqVmssqoJmpN1kwWdEnWcs3kLO/vbs39/MqaHS5KQhAEQRDuQMFkogA37v94y1zIulmVsRjWKpNQUrtVdB9BOIxGcSnloOtODqxxlWWvtf4gSd6cr9jgEfpAc1NNsvfsfDD5ZQomEwRBEDUIBZMJafDe8+n0MRNZssro051XzRnbbNSBFEaVfHRQvQ8XsbbpM7CqlUagMhcV9Mnappgf4PbprG2ySgVxXuvufECTsxyDamVZ3JgrGei0tmPh9hsbovp0Y46t5TIXWVrrg+jtrAcAvLlhCOMxeu2bIAiCqC0omEwoh6j8IL/fj46ODvj9/srkUSxhSTFxmKg2dnYQZT9E7UG2oy8q+Kxy7UcBUU3I+JAuYQ/yPQQvZDvl4fP5cj/vM7sNAJBIpfHP9YMuSURYIVvWB9KVXpC+9MEpXVEwmZCG2zWTA4EApk2bhkAgMOm+VDPZGXSqmWzHfpym1l91l4WomsmibMeRmskOJIqpZgKq10xm2Q/VTJZDtdRM1nXecoOarJnM2GZrzVzDNZONN+b79FDdZBVR2Q8SZkhXekH60gendEXBZKIAN27/uGsmM7Ylk0mMjIxwfcVSSs1kfe6r5dWl1Og+ohL7IWob1WxHp+tOJ2SNK8t+6EGSHKqlZrJqvqcW0KnkEAuynfIwjs8+PW25n19ePeCGOEQRyJb1gXSlF6QvfXBKVxRMJqThdl29WCyG1atXIxaLVdSnKzWTWTUSedtUrLaiG3Ug7WRo2rEfp1GuZjJrm0ZPUUTVTBZlO1QzWU6fbmdqF/Zp7rRc+3GlZjLTbytWM5n3ONV8qI250ol5S0aNbzegmslmbK2Za7hmciKRyP3c016H9voggExmcipVHQ+ldEfl9TthhnSlF6QvfXBKVxRMJpRDtaWYaslVionDRLWxIwiCYKGTz1JNVKqZTBBELeHxeLD37Eypi53RBN7dMuKyRARBEAThHBRMJqThds1kO/DWTCbsUe7Q6RTQUQ3Vxk6rV90F1UwWhSM1kx3wsKqZgOo1k5l9srYpNjXpNFfqlOmvK4q5AeVqJvNiq2ayoGuylmsmW9lvTr7UxdPvbXNREoIgCIJwFgomEwW4cQPIXTNZkqhSaibzieIKsmStwvsIAtDLuGsQuu7kwBpXd+YmOX3yolPgqFpqJhPOo9EzE0ICh8zvyP389LtbXZSEIAiCIJyFgsmENNyumezxeOD3+8sKjquW7aVaLT9euG1AWr1POzKUbz8qoZq4Oo2fqJrJomyHaiZX0iefLlXINi7Xflyp68ocO8VqJutziQiT1Yl5i7dt1dRRPessMdLaWjPXcM1k6znsNrURnY0hAMALqwYQS6TcEIswoOv6vRYhXekF6UsfnNIVBZMJ5RCVHxQOh7Fw4UKEw+HK5FEsYUkxcZioNnZ2EGU/RO1BtqMvKviscu1HAVFNUM1k9yHfQ/BCtlMewWDQ9LvH48Eh8zLZyWOxJF5du8MNsQgDZMv6QLrSC9KXPjilKwomEwRBEEStQskFBEEQNQG5ezlkg8kA8AzVTSYIgiBqBAomEwW4vdi0VYqAsXc0GsVbb72FaDRamTwCXz8te1/ObaIQd85i2hGFHR2Ish+i9iDb0Rdhvs+Gp7b2Wa79KOZe1StzodwIlUaUrE74Hn1G1RmqZTxo3iqPWCxW8Ddj3eS/v0vBZLchW9YH0pVekL70wSldUTCZqFrS6TQSiYRWHwEi1IHsh+CFbIeoBLIfgheyHYIXsp3yKDY+U5vCWDC1AQDw+vpBDI3FnRaLMEC2rA+kK70gfemDU7qiYDKhHKq5J9X8pR1x3JbdTv9uy6ozNHYEIQadriVbc4E0KQx9VGnN5LRq0ismDguNRCWIijhkXicAIJUGnltJ2ckEQRBE9UPBZIIgCIKoUVQrRUMQBEHIgfy9PA6lUhcEQRBEjUHBZKIAtxebtmomOyCruBqadvoUU3uSV3Y7tYVF9e+ILuV34QpuX7MEUS24US+e19/a+76AGFiiKlcz2YX61xV0ImdfCdiybXliKIOo9RKhN/vPbUPAl7GFp+kjfARBEEQNQMFkomoJBoPo6elBMBh0WxRCQ8h+CF7IdohKIPsheCHbIXgh2ykPv99f9O91QT/2mtUKAFizfQzrBsacFIswQLasD6QrvSB96YNTuqJgMlG1+Hw+NDQ0wOfzuS0KoSFkPwQvZDtEJZD9ELyQ7RC8kO2UB2t8qNSFGpAt6wPpSi9IX/rglK4omEwU4MgrnQ4Qj8fR39+PeFyNryrTq6HuY0cHqtkPoQ862Q75GjlUMq4q20+1rA9UQ1SlBCdsh2xAX1i6U9nvqEQikSi57ZD5nbmfn35vqxPiEEUgW9YH0pVekL70wSldUTCZqFoSiQS2bdvGXPgRRCnIfgheyHaISiD7IXgh2yF4Idspj2QyWXLbHjOa0RTOlMF45r3tSKbSTolFGCBb1gfSlV6QvvTBKV1RMJkgCIIgCIIgCIIgGLA+uOjzenBQb6bUxdB4HG9sGHJKLIIgCIJwHAomEwRBEARBEARBEASDyT5mdIihbvLT77lfNzmVpuxogiAIQg7FP0lL1DSiavc5gV6yli+sTuelE1TrkSDM2PFLRPlU67jqdFpayeq2AHbQSljCBOmuYp56ZzP+E1tTcvvA6ETu59++sh4tkYATYhWlrT6IY/bocq1/giAIorqhYDJRtfh8PrS2ttIXRwkuyH4IXsh2iEog+yF4IdsheCHbKY+d4wmkhyeY+zSF/dgZTWDtwBg2Do7D76MXgZ2EbFkfSFd6QfrSB6d0RcFkomoJBoOYMWOG22K4ik5vt6kmq072o9rY1To62Q6hHjLsh1wEP2nVRo8hjmq+R7GRIxioZjuq4vVOHhie2VqHf2/aiWQqjU1DUXS31TkgGZGFbFkfSFd6QfrSB6d0RY9KiaollUohGo0ilUq5LQqhIWQ/BC9kO0QlkP0QvJDtELyQ7ZRJGU/vu1sjuZ/X7xiXKQ1RBLJlfSBd6QXpSx+c0hUFkwmtYdXAnZiYwHvvvYeJCfbraCoiqt6mVjUjHZDVTh862Y9Oeq4FtLIdtwWoUioZVxn2I0rPOtmLqBr5TtTatzXnM3ZVzffoZC+1jmq2oyrJVHLSfWa25jOR1+8YkykOUQSyZX0gXekF6UsfnNIVBZMJgiAIgiAIgiAIokIawv7ch/f6d0YRT1IWH0EQBFF9UDCZUALWS2Ou1INl9KlTDUDW2LlRB1I5PXOi2nmopmde0owTcWVcWds0MljVJGXaq2LXj4zjKoLzWldMVPZxitkAc1w1GljVRFVt3uK3VxdkZc2VzAOFizIpOs2VIpm5q9RFKg1sHKRSFwRBEET1QcFkgiAIgiAIYlJElWByAo1EpXIQBFFlGD+6R3WTCYIgiGqEgslEAW7cgLG6ZMkzmazcN76sPvladAXm2LlwJrx6dotS9qPaeaimZ15Y16t6foktkEpBN63sVTF5eI+r9DxK2g/nte6GNfL2qZoNMMdVwYHlmbdkwb22U2x9wjzOBSNgzpXMA/nb5UWludBJZrTQR/jcpFbtTkdIV3pB+tIHJ3Tll94DQbhEJBLBkiVL3BaD0BSyH4IXsh2iEsh+CF7IdgheyHbKw+cr79a5PuRHW10QA2MxbBmOIpFMwe+jHC4nIFvWB9KVXpC+9MEpXdGsRiiBajVoqWayHJTTMyeqnYdqeuaFaibLQTVJqWZyBVDNZClQzWQ5UM1kOVDNZD2Y1hwGkKmbvGV4wmVpCIIgCEIsFEwmqpZoNIr33nsP0WjUbVEIRbDztgfZD8EL2Q5RCSrbj04vN+okqyhUth1Cbch2yiOZTJa977SmcO7nzTtpXJ2CbFkfSFd6QfrSB6d0RcFkogDVatWx6+qVJp1OIxqN8mVFUM1kKahWu5UFy35UOw/V9MxLtdRMrsj3SIB5Hm74gZqomcx/Ikz7oZrJUqiWmsm885YsqGayHGTUTJY1b1Vffc3yxyebmQwA/RRMdgzV1mBEaUhXekH60gendEXBZEIJVCsbQGUu5KCcnjlR7TxU0zMvVOZCDszzcMMPUJkLfqjMhRSozIUcqMyFHKjMhR601wfh92aC6f1DFEwmCIIgqgsKJhPS4M0sUS3Th52VpFZWH/M41TJ9XMj+1ilLl4V6GV2KZe5JQLlsSY3GVauMc418BO9bO6706cr1w51rKlSOsnpkGyXPJmnIyOSXhU4Z5/xrO7Vwwy+pitfrwZTGEABgZzSB8Vj5JTIIgiAIQnUomExIgzezRLVMH3ZWklpZfczjVMv0qZLsbzdQL6NLscw9CSiXLanRuGqVca6R92H7AedRLSOSH8XmddX0rFEmv04Z5/xrO7VQzS+5TeeuYDIAbB+lj/ARBEEQ1QMFk4kClMsU46xLGQwG0d3djWAwKFQgnTIr1MtgZWxTbGBZ9qPaeaimZ160ymCV5XskoFomrmoZ16plWjLth2omS0GnDFbWwPLOW7KgmslykFEzWda8VW01k31ee7fO7fX5YPLAaEy0OEQRVFuDEaUhXekF6UsfnNKVX2rrBFEmMmrQ+nw+NDc38x1cJZkV6mWwMrYpNrAs+1HtPFTTMy9aZbAyBKrI90hAtUxc1TKuVcu0ZNoP1UyWgk4ZrKyB5Z23ZEE1k+Ugo2ayrHmr6mome+wFk9vq8zfy2ymY7AiqrcGI0pCu9IL0pQ9O6YoykwlpuF0zOZFIYNu2bUgkEmV0ytpENZN5Ua5mso2GbdmPw6iX0aVY5p4E3LAd1TJ4edEq41yBTP5y7cedmsniMyJlwd+lYvO6DT07MW+plsnP26dq85bbNZMdmbcqalkN0qmUrf3bGvLBZMpMdgaV1++EGdKVXpC+9MEpXVEwmZCG2zWT4/E4+vv7EY/Hy+iUtYlqJvOic81kW/bjMOpldCmWuScBO+chynZUy+DlRauMcwW8T7n2o1ptUqqZXEGPgmomOzFvqZbJz9unavOW2zWTHZm3KmpZDVJpe8HkSMCHSMAHgILJTqHy+p0wQ7rSC9KXPjilKwomEwXolDmgk6wEQRAEQRAEQdQO2VIXY7EkJhJJl6UhCIIgCDFQMJmQhttlLux1ytpEZS54Ua7MhaR2nYbKXDiPaq896zSuVOZCDqq9Tq5cmQvuPhWb11XTM5W5kILbZS5EoZpfUoHGcP4TRaMTFEwmCIIgqgMKJhMEQRAEQRAEQRCEYOpD+WDyyATVGiUIgiCqAwomE9Jwu2ay1+tFY2MjvN4yzJxqJktB55rJtuzHYahmsvPYOQ9RtkM1k+Wges3kcu1HtdqkVDO5gh4F1Ux2Yt6imslycLtmsiPzVkUtqwHPG4kNIWNmMgWTZaPy+p0wQ7rSC9KXPjilK//kuxC1hhulG3hhiRoKhTB79mznhCGqCrIfgheyHaISyH4IXsh2CF7IdsrD6/XZPqY+lD+GMpPlQ7asD6QrvSB96YNTuqLHCoQ03K6ZnE6nkUgkyssepprJUlCuZrKNwbNlPw5DNZOdx855iLIdqpksB9VrJpdrP6rVJlWvZjJvp4rN6zb07MS8RTWT5eB2zWRH5q2KWlYF++NDmcnOovL6nTBDutIL0pc+OKUrCiYTVUs0GsVbb72FaDTqtiiEhpD9ELyQ7RCVQPZD8EK2Q/BCtlMeyaT9D+hFAvnM5Gg8JVIcoghky/pAutIL0pc+OKUrCiYT0nC7ZrK9TlmbqGYyL6rVTK6WJ6lUM9l5VKuhqdO4Us1kOahWm5RqJlfQo6CayU5ANZPl4HbNZFGo5pdUwG+oWZlIUTCZIAiCqA4omExojU71nQmCIAiCIAiCqB38vvy9SiJVqyF1giAIotqgYDIhDbdrJtvrlLWJaibzonPNZJWhmsnOo1oNTZ3GlWomy0G12qSq1UzmR7F5XTU9U81kKbhdM1kUqvklFfB7DcHkJAWTCYIgiOqAgskEQRAEQRAEQRAEIRifMZhMZS4IgiCIKsE/+S5ErSEqcyASLP9ZxbSmcO7n2W31pm1NET4zDYfDWLRoEbzeyeWoD5r7mNtZj7f6hwEAnY2h0rK213HJVgn1ofLHY4pB9jkd5nFtsNEOL43hgOn3nvY6bB2eAGAeR8A8zlZZnaApYpaVZT/t9cHcz13N5vOIBH3W3YUQ8HkQ35XR0myRtbstgrc3DxeVp70hP65TLLYsUjYjIb8XE4nMDZNVVhZthnG12mfQL+fZZ1t9EAOjsYL+AWBmSwQv5n42X+uthn3DAbNsdnwPi5DfbEudjaHc9dNqkZUFSwdeSSl4Pe11WL19DID5egHMNjqrzTyuduyFF+s1OrezHiu3jgIAOhrLH9fGsBwfyrKfno56/GvDEABgSqP5Wp9q8Kk9Lvj7Bst49LTX4x9jgwAKZWVRH5LjQ1nMbq/D+h3jAAp9aKfBh3a3RUzb6gT5e9Z1WOjv67ByW8ZepzWb5WHZTjggRlafDZ8xszWC19dn7HV6i1lWo19oqTOfo9X38WKdNxrDfgxHE0X7nNlah9fWDgIAZlhkZeH3iZmb7MxxRvm6LT60xWAvXouqfL7SurMzb1l96IyWCDYMZq6f9nrzOqPLIOvMNufXzKJpqw+jjWMt5fd6ciUuZK3FrFjXNLXC/2/vzuOiKtv/gX8GZmEH2TcVFxRcIHcSVArcRcl91wS05SktrdTcMjWtn1vhlqUoqZlbufWoPZZbKj2aZhmuWG6ZCy4oCjLX7w8e5us0wMCwDIOf9+vFH577Pudc59yXh3OuOdxTWvdgVPY4VpaF42U5ymusmAlkwMpKgX7Nq0FtbYVZPRoatL/bKRgqawVGtKlp0PbpoCawUVkhOtgLtT0di7zPUdGBqOZqB3cHDf5fr1C9toja7mhRwxUOGiVWx7cwWHdAi9xYP+iuH6tCoYC1tXWBf2K9/MVmsFNbo3UdD4T4O+u1JfZvBFd7NWq62yOhlf5xvhYViOpudnB3UGNu72eKfIwAMLRlAFTWCkztVt+gbWq3+lBZKzC0ZYBBW9L/Ym0V6I5GVV2KvL/4VjVR08MervZqLBjQSK+toZ8zWtfxgJ3aGsuHNjNYd1h4DaisFZgSU6/I+wOA1fEt4KBRokUNV4TXdtNrm93rGbg7aFDN1Q4jowP12uIiaqDW/2JdNLBJsfb5UptaUFkr8G6nYIO2WT0aQm1thX7Nq+q9HQIAaxLC4KBRonmAK9oEeui1FZY//VpUQ10vR7jYqfDZkKZ6bTXc7dGunhdsVFZYnM9xvBKZG+u4jkHFOsY1CWFwtFHimaou6NjAR6/t/dgG8HLSwNfZBuP+cQ76NK2KIG9HONuqsCyfcS7MyKhAqKwVGNOujkHbvD7PQK20wguN/OBip//Asvp/sYb6O6NLiG+R99c11BcN/ZzhaKNEclxzvTZ3Bw26hvpCrbTC/L7PGKz7RnQdqKwVeLOtYayFSXqxGZxtVajn44SeTfz12t7tHAwfZxt4OWnw3j/+z3YJ8UWIf26sq+LD9NqMXXve6RAElbUC/3qutkHbogGNoVFaoWMDb4MiwfKhubEGeTuiT9OqRT7GqCBPNK1eBY4aJdYO14/VRmWNPk2rQm1thQ97hhisO65jbqyvRNYq8v4AYPGgJqhip0JtTwcM+cc17c12deFfxRYejhrM6qG/zzZ1PNAsoAocNEqsSdCP1ZhJXepBZa1AfEQNg7bPhzSFrcoaz9X1QH1f/ev94oFN4GqvRi0PewwLN1y3IM1ruKJlLTfYq62xclhzg/bBz1aH2toK02IbGLRNjsmNNS6fWAvLn/l9n4GbvRoBbnZ4+R9j8lKbWqjhbg83ezU+7qd/vW9czQWtAt1hp7bGinxiLcz0FxpAbW2FQWHVDdqS45rDXm2NZ2u6oUUNV722eX2egbuDGtXd7PCv5w1zvSBB3k6ICvKErcoanw1uatA+vHVNqKwVmNDZ8Ho/44Xc6/2AFtWKvD8AmNUjBB6OGvhXscWYdnX12gaGVUegpwOq2Knw6SD9eAK9HBEdnHu9/3RQ8X5vfdQzBGprK/Rq4m9Q6P1qxLNw1CjRuJoL2gZ76bXN6N4Qno4a+LnY4p0O+rEWljt+Lrbo1NAbGqUVFvRvbND+2vO1obJW4K32dQ3aZvcKhVpphR6N/Yv1gfaUmPrwdrKBj7MNJnbRv5d4obEf6vs6wdlWhRUv6uekt7MNuoT4QKO0QmJ//Vw25uN+jaBRWqFrqK/BhxjJcS3gZKNEAz8nvNDIT69tUpd68HaygbeTDSYV477H2VaF7o38oFZaYW6fUIP2t9rXhcpagdejAg3aEvvnxtolxAc+zkUvYL/TIQh+LrbwdNQYXF/a1fdGo2ouudf7Ec/qtTlolOjR2B9qpRVm/+Ne29jvrSX/u79vW88LtTwc9NqWDm4KFzsV6ng5YECY/v+9t9vXhZ9L7vX+n/fplig80AMDwqoX+yfv/42tytqk9U356djQB1pL+rbeUmIsl6ni4FhZFo6X5SivsVJIYV+zTqXu6NGjaNKkCY4cOYLGjQ1v5iuSh9k5Bb7JYmpbYXK0ghyt5Pt2hojg0WNtsfb56NEjXL16FT4+PtBo8n8LoLBYsx5robRSwOqfr3YA0GoFjwuI1ZiSnFeN0qrYFwVjsZbFWBYWa9ZjLaytFAaF3aLEamyfpXlejeWPiCArR1vgG1RlcV4fPc6B2jr/85qdo4WVIv/zaizWwph6HIXFWpiKdl4f5+S+YZ3f22cFxVrSa09ZndfiXkOL0laYR49zoLKyyvcamqMVaEWgKuC8FhZrYUpyXguKtTBlcV6N5Y+pv5vK8rwWdr0vKNaS7rO087Wwa6hWK8jWmnZdKoyp57WgWMvy2mPqMZpyDS3pPk29hhYWa0n2WVb3zKZeQ8vinrmw81pYrJYi7/nt0KFDaNHC8MUWY/68+QAqpQK2KmuDD+CpdBUll6li4FhZFo6X5SivseI0F1Sgwm5uTW0rTEEFRiD305Xi7lOr1SIjIwPaQuYnK2ybhRU0rawUUJvwcGxsn2VxXo3FWhb7rAzn1Vj+KBSKQouzZXFeC9tfYQ9pxmItjKnHYer+Ktp5LayoUFCsJb32lNV5Le9rT2GxWlspYF3ApErGYi1MZTivxvLH1GuoOc5rSaanKe98LewaamWlgMaqfH9XFtZWUKxlee0x9RhNuYaWdJ+m/l8vyZQVZrlnNvEaWhb3zKZe7y1NTk6OSetVM8O0eE+rouQyVQwcK8vC8bIc5TVWlvsRMRERERERERERERGVGxaTiYiIiIiIiIiIiMgoFpOJiIiIiIiIiIiIyCgWk6nSUqlU8PHxgUqlMncoZIGYP2Qq5g6VBPOHTMXcIVMxd4pGqeTXDVV0zGXLwbGyLBwvy1FeY8XfiFRpKZVKuLm5mTsMslDMHzIVc4dKgvlDpmLukKmYO0XDYnLFx1y2HBwry8LxshzlNVZ8M5kqrcePH+P27dt4/PixuUMhC8T8IVMxd6gkmD9kKuYOmYq5UzQ8PxUfc9lycKwsC8fLcpTXWLGYTJVWdnY2Ll26hOzsbHOHQhaI+UOmYu5QSTB/yFTMHTIVc6doWESp+JjLloNjZVk4XpajvMaKxWQiIiIiIiIiIiIiMorFZCIiIiIiIiIiIiIyisVkIiIiIiIiIiIiIjKKxWSqtKysrGBrawsrK6Y5FR/zh0zF3KGSYP6QqZg7ZCrmTtHw/FR8zGXLwbGyLBwvy1FeY6UQESnTPZCeo0ePokmTJjhy5AgaN25s7nCIiIiIiIioAHx+IyIi0sePFYiIiIiIiIiIiIjIKBaTqdLKzMzEr7/+iszMTHOHQhaI+UOmYu5QSTB/yFTMHTIVc6doHj58aO4QyAjmsuXgWFkWjpflKK+xYjGZiIiIiIiIiIiIiIxiMZmIiIiIiIiIiIiIjGIxmYiIiIiIiIiIiIiMYjGZiIiIiIiIiIiIiIxSmjsAorKi0WgQGBgIlUpl7lDIAjF/yFTMHSoJ5g+ZirlDpmLuFI1arTZ3CGQEc9lycKwsC8fLcpTXWLGYTJWWlZUVNBqNucMgC8X8IVMxd6gkmD9kKuYOmYq5UzRWVvyj3oqOuWw5OFaWheNlOcprrPgbkSqtrKwsXLx4EVlZWeYOhSwQ84dMxdyhkmD+kKmYO2Qq5k7RZGdnmzsEMoK5bDk4VpaF42U5ymusWEymSisnJwd37txBTk6OuUMhC8T8IVMxd6gkmD9kKuYOmYq5UzQ8PxUfc9lycKwsC8fLcpTXWLGYTERERERERERERERGsZhMREREREREREREREbxC/jKWWZmJgDg999/N3Mkld/Dhw9x6dIl3L17FzY2NuYOhywM84dMxdyhkmD+kKmYO2Qq5k7hjh07BgA4deoUz08Fx1y2HBwry8LxshymjFVQUBDs7OyKtR+FiIgpAZJpVq1ahYEDB5o7DCIiIiIiIiIiInqKHTlyBI0bNy7WOiwml7MbN25gx44dCAgIgK2trbnDqdRiYmIAAFu2bDFzJGSJmD9kKuYOlQTzh0zF3CFTMXcK17lzZzx8+BDr169HlSpVzB0OFYK5bDk4VpaF42U5TBkrvplM9ISaNWsCAM6fP2/mSMgSMX/IVMwdKgnmD5mKuUOmYu4UjufHcnCsLAfHyrJwvCxHeY0Vv4CPiIiIiIiIiIiIiIxiMZmIiIiIiIiIiIiIjOI0F0RERERERERERERkFN9MJiIiIiIiIiIiIiKjWEwmIiIiIiIiIiIiIqNYTCYiIiIiIiIiIiIio1hMJiIiIiIiIiIiIiKjWEymCu3w4cNQKpX47rvvDNoOHDiA6OhoODg4wM3NDZ07d8bBgwfz3c7y5cvRrFkz2NnZwc7ODs2aNUNycnK+fVesWIFGjRrB3t4ePj4+ePXVV5Genl6qx0Vlr7Ry50m//PILbGxsMHDgwHzbt27dipYtW8LJyQnu7u4YOHAgLl26VOJjofJXWvlz5coVJCQkwM/PD3Z2dmjYsCEWLFiAnJwcg77Mn8qhtHJnzZo1aNasGWxtbeHk5IR27drh0KFD+fZl7li2EydOoGfPnvDw8IBarUb16tUxcuRI3L59W6/fb7/9htjYWHh6esLR0RFRUVE4cOBAvtssak7k5ORg7ty5CA4Ohq2tLQICAvDuu+8iMzOzLA6VSllp587jx48xe/ZsNGzYEDY2NnB0dESbNm2wfft2g75PQ+7cvHkTr732GqpXrw5bW1uEhoZi2bJl5g7rqWLO6yOZJicnB61atYJCocDjx4/12v78808MHjwYvr6+sLOzQ1hYGDZv3pzvdn788UdER0ejSpUqcHFxQdeuXXHy5MnyOIRKT6vVIjExEaGhobC1tUXVqlXx4osv4sqVK3r9OF7md/r0afTu3Rvu7u7QaDQIDg7GvHnzoNVq9fqZZayEqII6ffq0+Pj4CADZtWuXXtuWLVtEqVSKg4ODjB07VubPny8tWrQQlUol69at0+v7/vvvCwAJCwuTOXPmyOzZs6VRo0YCQCZOnKjXd8aMGQJAoqKiJDExUUaPHi1qtVpCQ0PlwYMHZX7MVDpKK3eelJmZKfXr1xcAMmDAAIP2VatWiUKhkKZNm8q8efNk8uTJ4ujoKP7+/nLt2rVSP0YqO6WVP3/++af4+fnp+i5cuFCioqIEgIwePVqvL/Onciit3Jk/f74AkLp168rcuXPlgw8+EG9vb1GpVLJ37169vswdy5aamir29vbi4uIi48ePl8WLF8uQIUPEyspK6tevL/fu3RMRkZMnT4qLi4v4+PjI+++/L/PmzZPatWuLSqWSH374QW+bxcmJ4cOHCwDp0aOHLFq0SBISEkShUEj79u1Fq9WW23mg4iuL3ImLixMA0r59e/nkk09k5syZUqtWLQEgn3/+uV7fyp47GRkZ0qhRI1GpVDJq1ChZvHixPP/88wJApk+fbu7wngrmvj6SaaZOnSoABIBkZ2frll+9elWqV68ujo6O8u6778rChQulSZMmAkBWrVqlt43vv/9e1Gq11KlTRz788EOZOXOmeHt7i5OTk/z+++/lfUiVzqBBgwSAdOvWTRYvXixvvPGGqNVqqV27tqSnp4sIx6siSEtLE1dXV9FoNDJ69GhZuHChREdHCwAZMWKErp+5xorFZKqQNm7cKFWqVNH9InryofzRo0fi6+srKpVKjh49qluelZUlLVu2FFdXV7l586aIiPzxxx9ibW0tbdq0kZycHF3f7Oxsad68uSiVSvnzzz9FJLfwo1arpUOHDnp9k5OTBYDMmjWrrA+bSkFp5c4/vfbaa6LRaPItJmdkZIi7u7uEhIRIZmambvnevXsFgLz88sulfJRUVkozf7p27SrW1tby448/6pZptVp57rnnRKFQyJUrV0SE+VNZlFbuZGdni4uLi3h6esqtW7d0fU+dOiUqlUrCwsJ0y5g7lq9t27aiVqvl5MmTesvzPlCYMWOGiIh06NBBbGxs5Ny5c7o+169fFy8vL6lXr55uWXFy4tChQwJAEhIS9Pad9yH82rVrS/VYqXSVdu4cOHBAAMigQYP0tnfnzh2pXr26ODs763LqacidmTNnGjyI5+Tk6M573vMDlR1zXh/JNIcPHxalUql7ZnqymPzSSy8JANm/f79u2YMHD6RBgwbi7u4uGRkZIpJ7r1yvXj3x9vbWu68+ffq02NjYSMeOHcvvgCqhjRs3CgB55ZVX9JYnJSUJAJk5c6aIcLwqgldffVUAyBdffKFbptVqJTIyUgDoir/mGisWk6nC6dSpkwCQevXqSb9+/QweyvN+4Q8ZMsRg3a+//loAyOLFi0VEZNmyZQJAkpOTDfrOnTtXAMiaNWtERGTWrFkCQL799lu9flqtVvz8/CQoKKgUj5LKQmnmzpO+/fZbUSgU8tFHH+VbTF67dq0AkEWLFhms27JlS3FycpJHjx6V/ACpTJVm/ly8eFGsrKzy7bt//36ZNGmSnDlzRkSYP5VBaebOlStXBIDExsYa9A0JCRGNRqP7N3PHsmVmZopGo5GoqCiDtvT0dN0bon/99ZcAkD59+hj0Gz9+vACQQ4cOiUjxcuLll1/WexjJk5GRoftwnSqmssidSZMmCQDZt2+fQd+RI0cKADl48KCIPB25ExwcLD4+PgZvWe/cuVOv4EJlw9zXRyq+e/fuSe3ataVLly7Spk0bvWLy48ePxcHBQVq0aGGw3qeffioA5MsvvxSR3II0AHnnnXcM+vbv31+srKx0L2RQ8bVt21YcHR3l7t27essfPnwoY8eOlQ0bNnC8Koh27doJALl9+7be8jlz5ujqWOYcK86ZTBVOamoqZsyYgaNHj6JOnToG7RcvXgQAhIaGGrQFBgYCAP773/8CAHr16oUTJ06gS5cuBn2vXbsGALC2tgYA3VyUYWFhev0UCgWaN2+O1NRU3Llzx9TDonJQmrmT5/r16xg6dCgGDRqEnj175rvfgnIHAFq0aIG7d+8iNTW1eAdD5a4082fPnj3QarXo1KmTrs+9e/cgIggPD8d7772H2rVrA2D+VAalmTuenp5wc3NDamqq3nxomZmZuHTpEvz9/XXLmDuWTa1W4+TJk1i8eLFB25P3KIcPHwZQ8DgD0PUpTk4cOnQIzs7OCAoK0utnb2+P+vXr67ZJFU9Z5M6bb76JY8eOoWnTpoVuE6j8uXPnzh2kpqaiefPmUCgUem3/PG9UNsx9faTiGzlyJO7cuYPPPvvMoO23335DRkZGqYyTVqvFTz/9VJqhPzVycnKwb98+REREwNHREUDu/WVWVhY0Gg0++OADdO/eneNVQQQHBwPI/f/zpDNnzgAA/P39zTpWLCZThXPy5EmMGzcOGo0m33YHBwcAwN27dw3abty4AQC4evWqrm+DBg3g4uKi1y89PR1Lly6FUqlEREQEAODSpUtwcHAw6AtA9/B+4cIFUw6Jyklp5k6euLg42NjY4JNPPilwv3lf2lG1alWDtrzcSUtLK8IRkDmVZv78/vvvAHILg2PGjIGbmxucnJzg5uaGd955B1lZWbp1mT+WrzRzx9raGosWLcL58+eRkJCA1NRUnDhxAv369UN6ejomT56sW5e5Y9msrKxQs2ZN3QdLT5o1axYA4LnnnivWOBe3b3798vqmp6fzQ/QKqixyx9nZGaGhobCxsdHrd/bsWWzcuBFVqlTRfSBW2XPn8uXLEJF8j9HJyQmOjo68tpYxc18fqXg2btyIZcuWYenSpfDy8jJo5zhVDGlpaXj48CFq1KiBjRs3IiQkBHZ2drCzs0P79u1x6tQpAByvimLs2LEIDg7GsGHDsHv3bly4cAGJiYlYunQpoqOjER4ebtaxYjGZKpyCHsbztGjRAkqlEl999ZXBN8R+9dVXAFDoN0lnZWWhb9++uHnzJl599VX4+PgAyH0LIe+B/5/s7OwAAPfv3y/ycVD5K+3cWbRoEbZt24aVK1fCycmpwO3mPTDllz/MHctRmvmTnp4OAHj55Zexbds2zJw5E2vXrkVkZCQ+/PBD9O3bV7cu88fylfa1p3379hg2bBiWLVuG4OBghISE4JtvvsHs2bMxaNAgXT/mTuWUlJSE5cuXo2rVqhgxYkSxxrm4fXnfU7mUJHfyc+fOHfTs2RNZWVmYNGkS1Gq1bnllzp3CzhuQe4yWfHyWrLyuj1R0ly9fRkJCAuLi4tCtW7d8+3CcKoa855P//Oc/GDBgALp27YpNmzZh4sSJ2L9/P1q2bIm0tDSOVwXh7e2N999/H1evXkVUVBRq1KiB1157DS1atMCmTZugUCjMOlYsJpPF8fLywiuvvIKTJ0+iW7duSElJwenTp/Hee+9h1apVUKlUUKlU+a6bmZmJF154ATt37kRERITuk20AEJEC95nXZmXF/zKWrDi5k5qaitGjR2PMmDFo3bp1odtl7jwdipM/jx49ApD7CzklJQUJCQno3bs3Nm7ciB49emDTpk347rvvADB/ngbFyZ2HDx+iTZs2WLx4Mbp37441a9YgOTkZnTp1wptvvonRo0frtsvcqXyWLVuG+Ph42NvbY8OGDXB0dCzWOJdVX6r4Spo7/3Tjxg1ER0fj+PHj6N27N0aOHGmwrinbtQSFHV9euyUfn6Uqz+sjFY2IYMiQIXBxccG8efMK7WesjeNU9vKeT06dOoU1a9Zg2rRpiI2NxeTJk7F27VrcunULEydO5HhVEDNnzkTPnj3h5uaGxMREbNq0CePGjcPRo0fx7LPP4urVq2YdK2WRexJVILNnz4ZCocCCBQuwfft2AECdOnWwbds2REZGwtXV1WCda9euoWvXrkhJSUHr1q2xdetWvbfJHB0ddXNw/dODBw8AIN8pMMiyFCV3srOzMWDAAPj7+2PkyJG6P0PP+zT30aNHuHHjhu7PgvLmnHrw4IHBG4rMncqlqNcee3t7AMDgwYN1+ZFnxIgR2LBhA3bt2oXo6Gjmz1OiqLmTnJyMY8eOIS4uTm/ewYEDB2Lw4MGYM2cO2rVrh/bt2zN3KpnJkydj6tSpcHJywtatW9GsWTMA0Bvnf/rnOBcnJxwdHfPdZn59qWIrjdx50unTp9G5c2ecPXsWvXv3xhdffKE3d3Blz53Czlve8ho1apRnSE+98r4+UtHMmTMHu3fvxtdff42HDx/i4cOHAIDs7GwAwM2bN6FWq00eJ2N9qXjynk/8/PwQGxur19alSxf4+vpi165d6NOnDwCOlzndvXsXU6dOhZeXF1JSUuDu7g4AiI2NxfPPP4927drhzTffRP/+/QGYZ6z4EQFZJKVSiXnz5uHatWvYt28fTpw4gdTUVPj6+iI7O9tgfq1Tp04hLCwMKSkp6N69O3bs2GFQ4KlRowbu3r2Le/fuGezv0qVLsLKygp+fX5keF5W9ouTO5cuXcfToUZw5cwZ+fn7w8PCAh4cHGjduDABYv349PDw88OGHHwKA7oEibx6iJxU2NxFZnqJee6pVqwYg98+T/ilvLrm8PzVi/jwdipo7x48fBwDEx8cbbGPEiBEAgB07dgBg7lQW2dnZGDJkCKZOnQpfX1/s3bsXrVq10rUXZ5yL2ze/fnl93d3dDebPpYqlNHMnz48//oiWLVvi7NmzeO2117BmzRqDv/ir7LkTEBAAhUKR7zHeuXMHGRkZvLaWE3NdH6lotmzZAhFBt27ddM9LHh4e+PHHHwHk3gc3atSI41RBFPZ8AuQ+o9y5c4fjVQGcPn0amZmZiI2N1RWS80RHR6NWrVrYsWOHWceKxWSyONnZ2UhOTsbu3bvh6uqKiIgINGjQAAqFQve2V2RkpK7/qVOn0Lp1a1y4cAFvvPEG1q1bl+8Nbt63XaakpOgtFxGkpKSgQYMGBgVosixFzR1vb2/s2rXL4OeLL74AAERFRWHXrl0YPHgwgIJzB8j99lRnZ2fUq1evnI6Sykpxrj15OfHLL78YbOfs2bMA/u8XOvOn8itO7uT9fsrJyTHYTt4yrVYLgLlTGeTk5KBv375YuXIlGjRogEOHDum+5CxPs2bNYGVlVeA4A0DLli0BFC8nWrRogVu3buHcuXN6/TIyMvDbb7/ptkkVU2nnDgAcOHAAbdu2xa1btzB79mx8/PHH+f7Ja2XPHUdHRwQHB+f7rfb5nTcqG+a8PlLRzJ49O99nppCQEAC5H36vWrUKQUFBcHZ2LpVxUigUCAsLK6tDqtTc3NxQq1YtnD59WvcWeZ6cnBykpaWhRo0aHK8KoLDngbzlWq3WvGMlRBXY5MmTBYDs2rVLb3lAQIDUrl1bHj58qFt25coVCQgIkMaNG4tWqxURkXv37klgYKAAkBkzZhS6rwsXLohKpZIOHTro1hcRWblypQCQOXPmlOKRUVkrae7kJy0tTQDIgAED9Jbfv39fqlSpIqGhoXrb3bt3rwCQ119/vZSOispLSfNHq9VKnTp1xM7OTlJTU3V9s7OzpWXLlqJUKuX8+fMiwvypbEqaO7t37xYA0qNHD73rkVarlR49eggA2b59u4gwdyqDsWPHCgBp3ry5pKenF9ivXbt2YmtrK+fOndMtu379unh5eUloaKhuWXFy4sCBAwJAhg8frrevqVOnCgDZuHFjyQ+Qykxp587ly5fF3d1dFAqFfPHFF4Xu+2nInRkzZggAWb16tW5ZTk6OtG3bVjQajVy9etWM0T0dzHl9pJJp06aNAJDs7GzdsuHDh4tCoZADBw7olj148EAaNGggXl5ekpmZqVtet25d8fHxkZs3b+qWnT59WmxsbKRr167lcxCV1PTp0wWATJ06VW95YmKi3nKOl3nl5ORIQECAuLi4yIULF/TavvnmGwEgvXv3FhHzjRWLyVShFfRQvnz5cgEgERERsnDhQvnwww+levXq4uLiIkePHtX1e//99wWA1KxZU5KTk/P9OXv2rK7/lClTBIBER0fLp59+KmPGjBG1Wi3NmjWTBw8elNtxU8mVNHfyU1Ax+cntNm3aVBYtWiRTpkwRJycnqVGjhly7dq1Uj43KXmnkz8GDB8XBwUHc3Nxk0qRJ8vHHH0tYWJgAkOnTp+e7XeaP5SuN3ElISBAA0rJlS/n4449l7ty50rJlSwEgAwcOzHe7zB3Lc/78eVEqlaJQKGTmzJn53qPs2LFDREROnDghDg4O4uPjIx9++KHMnz9fAgMDRaPRyL59+/S2W5ycGDp0qACQXr16yWeffSYJCQmiUCgkJiam0A9XybzKInfi4uIEgLRo0aLAe+YnC6iVPXcePHgg9erVE7VaLWPGjJFPP/1UoqKiBIB89NFH5g6v0qsI10cyXX7F5KtXr4q3t7c4OTnJlClTZOHChdKkSRNRKBSydu1avfV37dolSqVS6tSpI/Pnz5dZs2aJt7e3uLq66r2kQcX38OFD3T1l//79ZcmSJTJixAixsrKS0NBQXc2D42V+//nPf0Sj0YiHh4dMmDBBN1ZKpVJ8fX3ljz/+EBHzjRWLyVShFfRQLiKydu1aadq0qe7moV+/fgb/AZo3by4ACv1ZunSp3jqLFi3S3TxWrVpV/vWvf8mtW7fK9Dip9JU0d/JTWDFZRGTdunXSpEkT0Wg04u3tLYMGDZKLFy+W+Fio/JVW/vz222/Ss2dPcXV1FVtbW2natKneW05PYv5UDqWVO0uXLpWmTZuKra2t2NraSuPGjWXRokX5FmmYO5Zp4cKFRu9RwsPDdf1//vln6dixozg6Ooqzs7NERUXJwYMH8912UXMiOztbpk2bJjVr1hS1Wi01a9aUiRMn8gP0Cq4scsfT09PoNp+8rj0NufP3339LfHy8eHp6iq2trTzzzDOycuVKc4f1VKgI10cyXX7FZJHcDwl69+4tVapUEQcHB3n22Wdl27Zt+W5j9+7d0qpVK7G1tRV3d3eJjY2VkydPlkf4ld79+/dl0qRJUqtWLV3N480335S7d+/q9eN4md+xY8ekR48e4u7uLkqlUqpWrSovvfSSwV/HmGOsFCIiRufCICIiIiIiIiIiIqKnGr+Aj4iIiIiIiIiIiIiMYjGZiIiIiIiIiIiIiIxiMZmIiIiIiIiIiIiIjGIxmYiIiIiIiIiIiIiMYjGZiIiIiIiIiIiIiIxiMZmIiIiIiIiIiIiIjGIxmYiIiIiIiIiIiIiMYjGZiIiIiIiIiIiIiIxiMZmIiKgAU6ZMgUKhKPLP0KFDkZSUBIVCgVGjRpk7/AIFBAToxf3DDz+YOySzuXHjBubNm4dWrVrB19cXarUa3t7eiImJwTfffJPvOpGRkUXOia+//jrfdebNm1d+B0lERERUTKbcI1Uk169fx/z5880dBlGlpDR3AERERBVVZGSkwbIffvgBe/bsQZs2bQzan3nmGQQEBGDy5MkICwsrnyBL4J133oGNjQ0CAgLMHYpZbN68GcOGDcPNmzfRsGFDdOrUCW5ubkhLS8OWLVuwdetWDBo0CMuXL4e1tbXB+kOGDDF67oKCggAAQ4cORWRkpC5/iIiIiCqqkt4jmdvff/+NwMBA1KhRAyNHjjR3OESVDovJREREBYiMjDQoGE+ZMgV79uxBZGQkpkyZku96zzzzTJnHVhrGjh0LFxcXc4dhFrt27cILL7wAOzs7bNq0CbGxsXrtV69eRadOnZCcnAwnJyckJiYabCOvQFwUQ4cOBfB/+UNERERUEZXGPZK5PXjwAHfv3jV3GESVFqe5ICIioqfKgwcPMHDgQGi1Wnz11VcGD0kA4OPjgy1btkCtVmPJkiW4cOFCucdJREREVJ54j0RERcFiMhERUSnKb87koUOHQqFQ4Ny5c5gyZQpq1qwJGxsbBAYG6ubOPXnyJGJiYuDs7Ax3d3d06dIFp06dMtj+tWvXMGrUKNSsWRMajQaenp7o1asXjh07VqK469evD4VCgePHjxu0ZWVlwcPDA97e3sjOztYt37NnDzp37gw3NzfY2Nigbt26mDBhAu7du2ewjYyMDMyYMQPNmzeHs7MzVCoVvLy8EBsbi8OHD+v1zZurevPmzYiNjYWNjQ08PT3x1VdfAQD279+PmJgYVK1aFRqNBv7+/ujfvz9OnDhRpGPdsGED/v77b0RERKBjx44F9vP398fixYuxYsUKODo6FmnbRERERJaqpPdIR48eRe/eveHl5QW1Wg1/f38MGzYMZ8+e1Vv/hx9+gEKhyLdYfezYMSgUCr2//sq7v/7iiy/w5ZdfokWLFrC3t4eLiwtiYmJw9OhRXd8pU6agRo0aAIDjx4/rvtckz/Lly9GqVSt4eHjA1tYWdevWxejRo3Hjxo1ini2ipxenuSAiIionffr0wcWLF9GrVy9otVqsWLECb7zxBi5cuIBly5ahcePGGDFiBFJSUrBt2zacPHkSJ0+ehI2NDQDgzJkziIyMxJUrVxAdHY2ePXvir7/+wvr167FlyxasW7cOMTExJsUWHx+PN998E0lJSZg7d65e2+bNm3Hjxg289dZbUKlUAIDExES8/vrrcHR0RGxsLHx8fHDgwAFMnz4dX3/9Nfbt24cqVaoAADIzMxEREYHjx4+jTZs2SEhIQE5ODg4ePIhvvvkG3377LY4ePYr69evr7XfEiBGoUqUKXn/9dfzyyy+IiIjAnj17EB0dDTs7O/To0QNeXl44ffo0vvrqK2zevBk//fQTgoODCz3WrVu3AgA6depk9Ly8+OKLRT6HRERERJasJPdIa9asweDBgyEi6NKlC2rXro3jx49j+fLlWLduHbZt24bWrVuXKL7ExESkpKQgJiYGkZGR+Omnn7B161Z8//33OH78OGrVqoXIyEjcvn0b8+fPh5eXF1566SXdFHTTp0/HhAkTEBAQgH79+sHW1hYHDhzAnDlzsH37dhw7dgwajaZEMRI9DVhMJiIiKidXrlzBL7/8Ai8vLwBAeHg4Bg4ciPnz5+Ptt9/GrFmzAAAigoiICPz444/Ys2cP2rdvDwAYNGgQrly5gtWrV6Nfv3667Y4bNw5hYWEYNGgQLly4YNI8yIMHD8a4ceOwevVqfPTRR1Aq/+8WYdmyZQCAuLg4AMCvv/6KUaNGISAgAPv374evr6+ub95N+htvvIGkpCQAwJIlS3D8+HGMHDlS9yZ2noSEBHz22WdYtWoVZsyYodem1Wpx6NAhODk56ZaNHDkSjx8/xoYNGxAdHa1b/vHHH2PkyJFYtGgRPv7440KP9Y8//gDwf1+OZ6qkpCT88MMPBbYHBATovQlDREREVJGZeo90+fJlxMXFQaPR4N///jciIiJ0batXr8aAAQPQp08fnDt3DnZ2dibHl5KSgp07d+rdAw4ePBjJycn4/PPPMWPGDERGRiIgIADz58+Ht7e33neczJs3D/b29jh27BicnZ11y7t3745NmzZh27Zt6N69u8nxET0tOM0FERFRORk2bJiukAwAbdq0AQAoFApMmDBBt1yhUCA8PBwAkJaWBgA4cuQIDh8+jOjoaL1CMgAEBwfjlVdewZ07d7B27VqTYnNzc0NsbCz+/vtvbN++Xbf88uXL2LlzJyIiIlC3bl0AucXhnJwcvP/++3qFZCD3S/38/PywatUqZGRkAACee+45LF26FOPHjzfYb97DwN9//23Q1rlzZ71CMpBbYAaAQ4cOQUR0y4cPH460tDSDt6rzk56eDgBwcHAw2rcwK1aswHvvvVfgT14xnYiIiMgSmHqPtHLlSmRmZuL111/XKyQDQP/+/dG1a1f89ddf2LRpU4nia926tV4hGQBeeOEFAMD58+eNrq/VavHgwQOD6eGWLl2Kv/76i4VkoiLim8lERETl5J9veeTdqHt6ehrMyZv31sbDhw8B5L6JAQB3797Ve8Miz5kzZwAA//3vfzFixAiT4ktISMDatWuxYsUKdO3aFUBuwTQnJ0f3VvKTsezdu1e33yfZ2Njg8ePHOH78OMLDwxEaGorQ0FBkZWXhyJEjOHv2LNLS0nDy5El8//33AICcnByD7dSuXdtg2auvvorNmzdj4sSJ+OSTTxAdHY3o6Gh06NABAQEBRTpODw8PnD59WvfAZKrvv/9ebz4/IiIiIktm6j3SkSNHAADPP/98vu2RkZHYvHkzjhw5ggEDBpgcX35vTOf9Rd6jR4+Mrj9q1ChMmjQJkZGRqFOnDtq2bYu2bdsiKioKbm5uJsdF9LRhMZmIiKicFPSWR96cyIW5desWgNxCbl4xt7B+pnj++edRs2ZNbN26FTdv3oSbmxuSkpLg5OSE3r17G+zj008/LVLM2dnZmDZtGhITE3XLbG1t0ahRIzRp0gSXLl3Se8s4T35/Bvn888/j4MGDmD17Nr799lusXr0aq1evhkKhQLt27bBo0SLdl64UJDAwEAcOHMDp06cLPyHI/cJDa2truLu7G+1LREREZMlMvUe6c+cOAOhNHfEkPz8/AMD9+/dLFF9+98wKhQIA8r2X/KeJEyciKCgIS5Yswb59+7BgwQIsWLAAtra2GDx4MObOnQtbW9sSxUj0NOA0F0RERBYg783ld999FyJS4M+GDRtM3odCoUBcXByysrKwbt06HD58GGfOnEHfvn31Crt5sZw5c6bQWPK+DPDtt9/G1KlTERQUhM2bNyMtLQ0ZGRk4cOAA+vbtW+w4mzZtijVr1uDmzZtISUnBBx98gAYNGmDHjh26N6oLk9fnyek8CjJ27Fh4enpi2rRpxY6TiIiIyJKYeo+UV0S+dOlSvn3z3nTO+3A+rwCcN33Zk0pacDamV69e+O6773Dr1i3s3LkTY8aMgZOTE5YsWYK33nqrTPdNVFmwmExERGQBGjduDAA4fPhwvu1btmzB+PHjsX///hLt58UXX4RSqcT69euxceNGAEB8fHyxYpk4cSKmT5+uews5KSkJKpUKO3fuRExMDAICAmBllXsL8ttvvwEo2tskADB//ny89tprEBFYW1ujWbNmGDt2LH766Sd4eXnh119/xfXr1wvdRseOHVGtWjUcPHgQ27ZtK7Df+fPnsX79eogIOnbsWKT4iIiIiCyVqfdITZo0AYACv5h49+7dAICQkBAAgFqtBgDcu3fPoG9+U6gVV16x+kk3btzA1KlTdV8GbW9vj7Zt2+Kjjz7Cjh07AEA3/RoRFY7FZCIiIgsQHh6O+vXr47vvvsPnn3+u13bhwgUMHz4cH3zwga5IayofHx907twZe/bswZo1a9CwYUM0a9ZMr098fDwUCgXGjRuHCxcu6LUtWbIE06ZNQ3JyMqpUqQIgd7qK7OxsXL58Wa/vwYMHdTf02dnZRYpv586dSExMxJdffqm3/Pr167h37x6cnZ11+y2IjY0NEhMTAeR+KczmzZsN+qSmpqJLly7IyMhAXFyc7iGJiIiIqLIy9R5p8ODBsLGxweLFi7Fv3z69/uvXr8f69evh6emJLl26AMidTkOlUiElJQVXrlzR9U1PT8fs2bNLfBwqlQqA/jzKTk5OmDdvHiZOnGhQsM778j5jU6URUS7OmUxERGQBFAoFVq9ejaioKMTHx2PlypVo1qwZ0tPTsX79ety9exdjx45Fy5YtS7yv+Ph4fPPNN7h48SLGjBlj0B4WFoZp06bh3XffRYMGDdCtWzf4+/vj559/xq5du+Dk5ISVK1fq3gqJj4/H1KlTER4ejl69esHR0RG//PILdu3aBXd3d2RkZODmzZtFim3GjBnYu3cvBg4ciC+//BLBwcFIT0/Hhg0b8ODBAyxevBhKpfHbm5iYGKxYsQIJCQno1q0bQkJCEB4eDltbW6SmpmLHjh3IyclB7969sWDBgny3kZSUVOAbOHmCgoJMmsqDiIiIyBxMuUfy8/PD559/jiFDhuC5555DTEwMatWqpbvfc3Jywpdffgl7e3sAudNd9O3bF8nJyWjWrBl69+6NrKwsbNiwQVdoLgkPDw/Y2Njg1KlTGD58OMLDwzFkyBB89NFHiI+PR+PGjdGjRw/4+PggLS0NmzZtgr29Pd57770Snz+ipwGLyURERBYiJCQEP//8M2bOnInt27fj0KFDcHFxQZMmTfD6668jNja2VPbTsWNHuLq64v79+xg4cGC+fcaPH48mTZpg/vz5+Pe//4379+/D398fcXFxGDt2LGrXrq3rO2nSJLi6uuKzzz7DihUrYGdnh2rVqmHChAkYPXo06tSpg7179+L27du6b+QuSGhoKA4dOoRZs2bhwIED2LFjB+zs7NC8eXOMGjUKHTp0KPJxDh48GBEREVi6dCl27tyJDRs24NatW3Bzc0OXLl0QHx+ve4MmPytWrDC6j27durGYTERERBbFlHuk/v37IzAwELNmzcLevXuxfft2+Pj44KWXXsLbb79t8NbvkiVLULVqVaxZswYLFiyAr68vhg0bhgkTJsDV1bVE8atUKnz22WeYMGECkpKScO7cOQwZMgRxcXHw9fXFvHnz8N133+H69etwd3dHnz59MH78eAQFBZVov0RPC4UUdZJCIiIiqhQCAgLwxx9/ID09Pd/i7fnz51G7dm307dsXq1evLv8AK7EpU6bgvffew9y5czFq1Chzh0NERERERFQsnDOZiIiIdLRaLSZOnAgRwauvvmrucIiIiIiIiKgC4TQXRERET6mZM2fCxsYGQ4cORUZGBgYOHIjbt2/jjz/+QNeuXREeHm7uECuNpKQkXLhwwegcy0RERERERBUZi8lERERPqVmzZgEAIiMjERISglu3buHWrVvo168fFi1aZOboKpekpCTs2bPH3GEQERERERGVCOdMJiIiIiIiIiIiIiKjOGcyERERERERERERERnFYjIRERERERERERERGcViMhEREREREREREREZxWIyERERERERERERERnFYjIRERERERERERERGcViMhEREREREREREREZxWIyERERERERERERERnFYjIRERERERERERERGcViMhEREREREREREREZ9f8BhEDFK9XiT80AAAAASUVORK5CYII=", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ts_late.resolution().dashboard()" ] }, { "cell_type": "markdown", "id": "5794fd7f-3d30-4ccc-a2c2-40104b33ee2e", "metadata": {}, "source": [ "Recall that most timeseries methods assume **even spacing** (no gaps). We have two options: apply dedicated gap-tolerant spectral methods, or find away to fill the gaps so that we can apply classical techniques that assume even spacing. \n", "\n", "\n", "## Gap-free analysis\n", "Let us focus on the last segment for our analysis. Let's use the `spectral()` method and select the multi-taper method (MTM)" ] }, { "cell_type": "code", "execution_count": 213, "id": "17d1a339-94c8-4ca5-9dd1-ea469a9ba10b", "metadata": {}, "outputs": [ { "ename": "ValueError", "evalue": "For the MTM method, data should be evenly spaced", "output_type": "error", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", "Cell \u001b[0;32mIn[213], line 2\u001b[0m\n\u001b[1;32m 1\u001b[0m ts_late \u001b[38;5;241m=\u001b[39m ms\u001b[38;5;241m.\u001b[39mseries_list[\u001b[38;5;241m1\u001b[39m]\n\u001b[0;32m----> 2\u001b[0m psd \u001b[38;5;241m=\u001b[39m ts_late\u001b[38;5;241m.\u001b[39mstandardize()\u001b[38;5;241m.\u001b[39mspectral(method\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mmtm\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m 3\u001b[0m psd\u001b[38;5;241m.\u001b[39mplot()\n", "File \u001b[0;32m~/Documents/GitHub/Pyleoclim_util/pyleoclim/core/series.py:2998\u001b[0m, in \u001b[0;36mSeries.spectral\u001b[0;34m(self, method, freq, freq_kwargs, settings, label, scalogram, verbose)\u001b[0m\n\u001b[1;32m 2990\u001b[0m res \u001b[38;5;241m=\u001b[39m Results(amplitude\u001b[38;5;241m=\u001b[39mscalogram\u001b[38;5;241m.\u001b[39mamplitude, coi\u001b[38;5;241m=\u001b[39mscalogram\u001b[38;5;241m.\u001b[39mcoi,\n\u001b[1;32m 2991\u001b[0m freq\u001b[38;5;241m=\u001b[39mscalogram\u001b[38;5;241m.\u001b[39mfrequency, time\u001b[38;5;241m=\u001b[39mscalogram\u001b[38;5;241m.\u001b[39mtime,\n\u001b[1;32m 2992\u001b[0m scale\u001b[38;5;241m=\u001b[39mscalogram\u001b[38;5;241m.\u001b[39mwave_args[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mscale\u001b[39m\u001b[38;5;124m'\u001b[39m],\n\u001b[1;32m 2993\u001b[0m mother\u001b[38;5;241m=\u001b[39mscalogram\u001b[38;5;241m.\u001b[39mwave_args[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mmother\u001b[39m\u001b[38;5;124m'\u001b[39m],\n\u001b[1;32m 2994\u001b[0m param\u001b[38;5;241m=\u001b[39mscalogram\u001b[38;5;241m.\u001b[39mwave_args[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mparam\u001b[39m\u001b[38;5;124m'\u001b[39m])\n\u001b[1;32m 2995\u001b[0m args[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mcwt\u001b[39m\u001b[38;5;124m'\u001b[39m]\u001b[38;5;241m.\u001b[39mupdate({\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mcwt_res\u001b[39m\u001b[38;5;124m'\u001b[39m:res})\n\u001b[0;32m-> 2998\u001b[0m spec_res \u001b[38;5;241m=\u001b[39m spec_func[method](\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mvalue, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mtime, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39margs[method])\n\u001b[1;32m 2999\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mtype\u001b[39m(spec_res) \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28mdict\u001b[39m:\n\u001b[1;32m 3000\u001b[0m spec_res \u001b[38;5;241m=\u001b[39m dict2namedtuple(spec_res)\n", "File \u001b[0;32m~/Documents/GitHub/Pyleoclim_util/pyleoclim/utils/spectral.py:315\u001b[0m, in \u001b[0;36mmtm\u001b[0;34m(ys, ts, NW, BW, detrend, sg_kwargs, gaussianize, standardize, adaptive, jackknife, low_bias, sides, nfft)\u001b[0m\n\u001b[1;32m 313\u001b[0m check \u001b[38;5;241m=\u001b[39m is_evenly_spaced(ts)\n\u001b[1;32m 314\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m check \u001b[38;5;241m==\u001b[39m \u001b[38;5;28;01mFalse\u001b[39;00m:\n\u001b[0;32m--> 315\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mFor the MTM method, data should be evenly spaced\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m 316\u001b[0m \u001b[38;5;66;03m# preprocessing\u001b[39;00m\n\u001b[1;32m 317\u001b[0m ys \u001b[38;5;241m=\u001b[39m preprocess(ys, ts, detrend\u001b[38;5;241m=\u001b[39mdetrend, sg_kwargs\u001b[38;5;241m=\u001b[39msg_kwargs,\n\u001b[1;32m 318\u001b[0m gaussianize\u001b[38;5;241m=\u001b[39mgaussianize, standardize\u001b[38;5;241m=\u001b[39mstandardize)\n", "\u001b[0;31mValueError\u001b[0m: For the MTM method, data should be evenly spaced" ] } ], "source": [ "ts_late = ms.series_list[1]\n", "psd = ts_late.standardize().spectral(method='mtm')\n", "psd.plot()" ] }, { "cell_type": "markdown", "id": "21e1b38f-eb83-4d03-b3c5-b8915c918e11", "metadata": {}, "source": [ "Here we got reprimanded for passing an unevenly-spaced series to a method that expects even spacing. Never mind; we can interpolate to a monthly sampling:" ] }, { "cell_type": "code", "execution_count": 214, "id": "6e73e255-d839-4409-be39-8fd7f6e37bb3", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 214, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "tsi = ts_late.interp(step=1/12) # note the step of 1/12, as the time has units of years\n", "fig, ax = ts_late.plot()\n", "tsi.plot(ax=ax, label = 'monthly interpolation')" ] }, { "cell_type": "markdown", "id": "42b214a6-2b02-4e85-a3f7-67514c977239", "metadata": {}, "source": [ "We can see that the results are very close. Now let us apply MTM to the interpolated series:" ] }, { "cell_type": "code", "execution_count": 215, "id": "1adf0b08-edbb-47a7-9b30-b9fda06048da", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 215, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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8//33mDTJaa+zzz4b33zzDb766ivMmzcPzc3NeP755zF79mz897//BQBMnz4der0ef/jDH/h21q1bhy+++AIvv/wyv/z8889Hv379cOmll2Lp0qW4+uqrJb/7nj17cOmll2LhwoX8svPOOw8bN27ETz/9BADo3bs3cnNzAQAjR45EWlqaZFsujh8/7nPey9ChQ7F7927RsnvvvRcPP/wwAGDgwIH4/PPPAQCffPIJHA4HJkyYgJ07d2Ljxo2i/Rhj+P777zF06FDeNn379sX8+fMxY8YMv30U8tFHH+HQoUNYvXo1zj33XADABRdcgBEjRoj6+tRTT8FgMGDXrl28x3bGjBlQKBT43//+h7vvvhtFRUUBH9dFYmIiFi5ciHPPPRd33XUX//39ceONN+Lpp59GY2MjHwq5aNEiTJ8+HRkZ7afptlgs2LNnD293T/yNiUKhwPTp0/Hdd9/xY8IYw0MPPYTBgwfjxx9/5K+RSy+9FMOHD8eDDz6IWbNm8cszMjLwzTffQKl0Fvi12+245ppr8NNPP+HKK6/kw3EzMzO9QnMfe+wx/O1vfwMATJ06FRs3bsTKlSslv0dsbCxmz56NBQsW4NVXX+Vt9e677+L8889HQUEBvy3HcRg9ejR+/PFHn3Zbt24d4uLi8Pjjj/OhrIWFhViyZAmampoQGxuLv/71r0hOTsbq1av5CIJLLrkE48aNw4MPPoj9+/fDaDTiySefxFVXXYX33nsPgPNcGjRoEKZOnep13FGjRvEe33PPPReLFi3C77//jtLSUv7aPHLkCP70pz+htLQUvXv3xvz582E0GrFz507+fL3wwgt5j+p1113Hf4empibs2bMH+fn5AIBhw4YhIyMDX331FaZNm4bhw4cjISEBFosl6FDp1atX44UXXsC5556Ls88+O6h9uxK1Wo3s7OyImcPXXTHb3L+hOrVCZFeVwv38Yqc5cSFD52x0IPf4UThlmOmoiKtuNqOqydSt/oUqKrdt24Zt27Zh06ZNuPPOO6FUKvHII49g4cKF6NGjh8/9Vq9ejQEDBmD06NEAnDZNTU3FvHnzAIAXJFL4mkR6xRVXQK1Wi/498MADom086/vdeOONWLt2LVQqFYqLi/Hdd9/hxRdfxO7du70yDimVSkyYMIH/rFKpkJOTg9ZW52TvzZs3w2Qy4YorrhDtd8MNN4g+ux46Z82aBZvNxv+bMWMG9Ho9fvjhB5/f/Y9//CM/v2rfvn34+uuv8X//938oKyvrcIak7Oxsfhw9/33yySde20+cOJH/OysrCwAwduxYKBQKfhzT09NRX18v2m/QoEG8gAOcoVyXXnoptmzZwtswENauXYvExERewAHOB/rrr79etN3q1asxdepUr5DbW265BYwxPhywI0yePBkPP/wwlixZgg8//LDd7W+44QZYLBYsXboUAGA0GrFs2TLcdNNNAR3v5MmTsNls6NOnj+R6f2PiIi0tjR+TQ4cOoaKiArNnzxZto1QqMWfOHFRUVKC4uJhfPmHCBF7AAUDPnj0BIKBxmzJliuhz7969fYZTAsBdd90Fo9GIxYsXAwD27t2L7du344477vDatrCwECUlJT5T6U+bNg0tLS0YNGgQHnnkEaxcuRKDBg3Cc889h+zsbBiNRvz888+YOXMm4uPj+WvR4XDg8ssvx4EDB3DixAls3rwZzc3NXufYlClTeCElRDgegHNM8vLyeAEHgH+54hqTH3/8EWPHjkV2drbovnDllVeitrZWFHqZn58vOm56ejpiYmKCuo6k+PLLL3HJJZegT58++PTTT0Nqq7Nx3Xs6+vtMODFb3b+vWpVSZFeFIPsuJTYJHTpnowO5x4/OjjBjs9k6tF96vDbMPQmdUPs0atQo/u+JEydCq9XiiSeegN1ux1//+lef+9XW1vIPgoDTpi0tLUhOToZKpfKb3rpXr14oLS3li2S6eOmll0THdAlEIfHx8aLPFosFDz/8MBYsWIDW1lZkZ2dj+PDhkinPdTqd6HiA09PnEpWuTHDp6emibTIyMkQXuWueXq9evSS/n3AunicNDQ247777sGTJElitVuTl5WHUqFGIjY3tsIjTaDSicWyPhIQEr2WxsbEA3OMo9VDtEhdCMjMzwRhDY2Mj30Z71NTUeNkYAHJyckSfa2trkZ2d7bWda1moKdT/8Y9/YOXKlXjggQcwefJkv9v27NkTEydOxOLFi3Hrrbdi+fLlAJyer0BwnVsub7En/sbEhbD8gav0RKD28WzLdR0EkpXL81pSKBR+65cNGTIEEyZMwPvvv4+77roL7777LjIzMyVtFRsby59zntc2AFx11VVYunQpXnvtNfzvf//DSy+9hPj4eNxyyy144YUXUFdXB7vdjgULFmDBggWS/SkvL+fnEmZmZnqtl7JhsOMBOO8LlZWVPt/qCu8LUteK8F4ULIwxPPPMM5g/fz7Gjh2L5cuXS15j3RnXeRAXF0cPxSFgttn5v7UqhdiuSvc5SyUGQofO2ejAZrPJOn50ZoSZjoq4UMIWI4V//etfWLVqFebPn49p06Zh/PjxktulpKSgsrKS/2y1WlFeXo64uDjYbDa/IYBXXnklnnrqKaxatUoUhte7d++g+/vggw9iwYIFeOutt3DZZZchKSkJgNNbE2ytOVdYnGfyiPr6etE5k5ycDI7jsGnTJmg0Gngi9TDq4vrrr8fWrVuxZMkSnHvuufwD8tSpU1FSUhJUf+XANY5SD+lS3pfKykqoVCpRBlG73S7aprm5WfQ5IyPDq7QF4BbHLjzPMReuZA3thZm2h0ajwccff4zRo0djzpw5GDJkiN/tZ8+ejXvvvRdVVVX4+OOPcdVVV/kUZZ64zsv2UsYHisvectonFO666y7cdNNNKC4uxqeffopbb71VUtzU1dVBp9P5vWauuOIKXHHFFTAajdi0aRMWLFjAJ0W66667wHEcLrvsMjz88MOSZSP69++PpiZnogcpe1VVVXUoLNeT5ORkjBw5Es8884zkel8vfULFYrFg9uzZWLJkCa699lp88MEHAZfP6E647j29e/emB+IQMFmF4ZRKsV0V5IkLJ3TORgdWq1XW8aNwSqLT0Gq1eOedd+BwOHDHHXf4zDQ5bdo0HDx4ENu2bRMt//jjjwFAcp6Ji3vvvRd5eXm48847RQXFhezduzeg/q5fvx6jRo3CzTffzD8ot7a28qF2wbzZnjBhAuLi4vgwMBdfffWV6PO5554Lxhhqa2sxatQo/l96ejoee+wxr4x1nv294IILcOmll/ICrqqqCtu3bxf1VRj61l3YvXs3ysrK+M8GgwFffvklJk2axD80JiQkiLYB4FXvbsaMGWhpacG3334rWu5p52nTpmHt2rVe7bnCH/2dY4EyePBgPPfcc9i0aZPXuHty9dVXQ6FQ4I033sCKFSsCzkoJAD169IBKpfL6Lh2lf//+6NGjBxYtWiQ6bxwOBxYtWoS8vDyfoZu+8PRSh8LVV1+NlJQU3HfffaipqcHtt98uud2JEydE8+Q8ueWWWzB27FgwxhATE4Pzzz8fCxYsgEKhwPHjxxEXF4dRo0bhyJEjGDZsmOh6/Pbbb/Hss89CoVBg4sSJiIuLw2effSZqf8uWLT7vQcFy7rnn4sCBAxgwYICoH9u3b8f8+fMls6/6I5B7AGMM1113HZYsWYInn3wSn376aUQKOCJ8eHrihAjDKckTRxCdA4k4olOZOHEi5s6di99++w0vvfSS5DZ/+MMfkJubi4suugivv/461qxZg1deeQVPP/00Lr74YkybNs1n+6mpqVi+fDlUKhWGDBmChx56CF9//TU2bNiAjz76CFdffTVGjBiBrKwsXHTRRX77On78ePz666948cUXsX79enz00UeYNGkS/7AczBwTvV6PZ599FkuXLsVtt92GH3/8Ef/+97/x2GOPiUKnZsyYgQsuuAA33XQTnn/+eaxduxaLFi3C+eefj507d2LMmDF++/v111/j7bffxoYNG/D2229jwoQJaG1tFfXVlaDh888/F81tksJsNuPXX3/1+S9cD6kajQYXXHABli1bhuXLl+P8889HXV0dnn/+eX6byy+/HCtWrMDzzz+PdevW4e9//zveffddUTvXX389xowZgzlz5uC1117DypUrMXv2bK8XAvPnz4dGo8GUKVPw4YcfYuXKlbj33nvx5ptv4p577uFFSnV1NX799VcvT16gPPjgg5g2bRpf4sEXKSkpuOCCC/j5WO2FYAqJiYnBqFGjsGnTpg710ROFQoEXX3wR+/btw/Tp0/HVV1/hq6++wvTp07F//3688MILXuF+7ZGcnIxt27Zhw4YNAZXK8IdOp8PNN9/MJ6+R8rI7HA78/PPPuPjii322M2PGDGzduhVz5szBypUr+XOF4zhce+21AIBnn30Whw4dwqxZs7Bs2TKsXr0a999/P55++mlkZWUhNjYW8fHxmD9/Pr744gvcfvvtWLlyJd555x1cfvnlXsmTOsrf//53NDY2YurUqVi8eDHWrl2Lp556Cvfffz8cDodkORV/JCcno6ysDCtXrpT0IALOFxpffvklZsyYgQsvvNDr2ve1HxG9CBObaNXi81olOM/JE0cQnYSsuS/PIKjEgBtXiQFfVFdXs5SUFBYTE8OOHTvmVWKAMcYqKirY3LlzWUZGBtNoNKxXr17s6aefZhaLJaA+tLS0sFdeeYWdc845LDMzk6nVapaZmclmzpzJ3nrrLT6FOGPeJQ5c1NfXs1tvvZVlZmaymJgY1qdPH/bAAw+wxYsXMwDsm2++4b+vKw26kEGDBkmmfR80aBDTarVs4MCBbMWKFUypVIpKDJjNZjZ//nzWp08fvt9XXXUV++03/2mby8rK2JVXXslSU1NZbGwsGzBgAHvyySfZv//9bwaA7du3jzHGWGVlJRs/fjxTq9Xswgsv9Nne5MmTGQC//x588EH+e6EtZb4QCNLju1Imz549W2SvyZMnsxkzZrAXX3yR5eTkMK1Wy8455xz266+/itqqra1lN910E0tOTmZ6vZ5deOGFbM+ePV5p1hsbG9ldd93F0tPTmV6vZ7NmzWIvv/yyqMQAY4wdPHiQXXnllSw5OZnpdDo2bNgw9sYbbzCHwyEaL8/2pXCVGJCivLycJScn+ywx4OKzzz5jANjjjz/u04ZSGAwG9ve//52pVCp28uRJv8fw1Z7UOfzDDz+wSZMmMb1ez+Lj49m0adPY6tWr223Ls+wDY4y98sorLDU1lel0OrZx40afffMsxeDr2lq/fj0DwD777DNJm6xbt44BYDt27JBc72LhwoVsxIgRLD4+nun1ejZx4kT2ww8/8OsNBgP75JNP2PTp01lCQgKLiYlhgwcPZi+//LJXuY/XX3+d9e/fn6nVata7d2/2/vvvs5ycHHb//fczxtwlBl544QXRfpMnT2aDBg0SLZOyT3FxMbv66qtZamoq02q1rG/fvuxvf/sbMxqNfttijLHY2Fi+1AFjztIJvXr1Ymq1mj333HOStnGVJvD1z/N7dGcoXXt42FZSy5cReOab/SK7ltcb+HX3LPJ/3RHtQ+dsdCD3+HGM+ZlFTgTMzp07MXLkSGzevDnotM2Ef8xmM8rLy5GbmwuttvslgCECI1LH8f7778fEiRNx3XXXdXVXJDGbzSgpKcFFF12EOXPmYP78+V3dJdl55JFH8PHHH+PEiROS8+GuvvpqmM1mPklMRwnknLXb7Vi0aBEmTJiAvn378stra2uRlZWF//73v7jnnntC6gcRGpF67+lu/HykBje+uwUAcO/U3nhgSi/ervUmhnHPrQYAzByUhTfnjPTXFNEOdM5GB2azWdbxo3DKMCOVjIIIDa1Wi969e9ONLMKJxHEsLi7G999/j3POOaeru+ITrVaLoqIivPzyy3jttde8yjdEE88//zzuuece/Oc//8Gf/vQnSQH322+/8WG3oRLIOatUKvGf//wHM2fOxMcff4yNGzfi888/xwUXXICsrCyv0gNE5xOJ957uiHhOnFJkVyUlNgkrdM5GB3KPH4k4giAIH2RkZGDVqlVeJQq6I5dddhmuvvpqPPHEE13dFdlYtWoVFi5ciNtuu82rzqOL+++/H88//zwGDBjQaf365ptvcPbZZ+Oxxx7Deeedh4ceegiDBg3C5s2b+TmoBBHpiLNTih8fhSLOQQFeBNEpUN7SMGMymbq6C1GH0WjE0aNH0bt374DTrhPdj0gcx5SUFFGJg+6I0K6vv/56V3dHVn766ad2t1m7dm3YjhfoOZubm4sPPvggbMclwksk3nu6I56eOKFdlQr34yR54kKHztnowGg0yjp+5IkjCIIgCIIg/GIWeOI8SwwI68TZO1hYniCI4CARRxAEQRAEQfjFZHV74nRqca1BpUjEkSeOIDoDEnEEQRAEQRCEX0R14lS+58SRiCOIzoFEHEEQBEEQBOEXYWITz2LfSo6yUxJEZ0OJTcIMlRgIP1qtFn379pVMJ05EDjSO8kB2lQ+ybXRA4xgehIlNdG0lBlx2VSg4cBzAGOAgERcydM5GB3KXGCARF2YUCnJuhhuFQkG1UqIAGkd5ILvKB9k2OqBxDA+icEq1wsuuKgUHq52RJy4M0DkbHcitCUhxhBmr1drVXYg6LBYLysrKYLFYurorRAjQOMoD2VU+yLbRAY1jeBAmNtGqlF52VbSFVNKcuNCwOxiaWo10zkYBco8fibgwY7fb29+ICAq73Y7GxkaybYRD4ygPZFf5INtGBzSO4UHoidOpFV52dZUZIBHXcQwWG6a9tA5nPbMGd35+CEu2l3V1l4gQkPueQyKOIAiCIAiC8Is4O6XSa72SRFzIfL6tDKW1BgDAgWoz/rK8GAdONnVxr4juCok4giAIgiAIwi+icEq19+MjL+IYibiOcqLO6LXss20nuqAnRCRAIo4gCIIgCILwS/ueOOcjpc1OIq6jGCw2r2XFVc1d0BMiEqDslGFGpSKThhuVSoX09HSybYRD4ygPZFf5INtGBzSO4cEsSmyigBJiu7rmxDnIE9dhSmpavZZVt5i7oCdEOJD7nkN3tDBDPxLhR61WIzMzs6u7QYQIjaM8kF3lg2wbHdA4hgeTyBOnAMcpRXZ1hVNSiYGOc6rJ5LWstoUyVEYqctf5o3DKMEPZr8KP3W5Hc3Mz2TbCoXGUB7KrfJBtowMax/Dg8sQ5BRznZVdKbBI6zSZ3OGXPlBgAQKPRCotAQBORA2WnjDCoTlz4sVgsOH78ONVLiXBoHOWB7CofZNvogMYxPLiEhFblfHT0tCuJuNBxibj+mXHIjnUvr22lkMpIhOrEEQRBEARBEF2KKzulTu2d1AQgERcqJqsdFrtTKMdplUjSue1c00wvIAhvaAIXQRAEQRAE4RdXdkqp8gIAFfsOFWEoZbxOhUSNex154ggpyBNHEARBEARB+IUXcRLlBQBAwZGIC4Vmk3s6TrxOBaHDk2xKSEGeuDDDtd3EiPDBcRw0Gg3ZNsKhcZQHsqt8kG2jAxrH8OAOp3S+//e0q0rpyk5JSTg6gsgTp1VD7XB/Jg0Xmch9zyERF2a0Wm1XdyHq0Ol06NevX1d3gwgRGkd5ILvKB9k2OqBxDB2b3cGXDnB54jztquTrxAGMMRLNQSIUcclxWsRp4wDUAqDae5GKTqeTtX0KpyQIgiAIgiB8YhakuNf5mBOnFIg2Cv8LHnE4pRoKgQZmJOIICUjEtWEwGHDTTTchMTERPXv2xMKFCzvUjtlMk0/DjclkwsGDB2EyeRfBJCIHGkd5ILvKB9k2OqBxDB2zqNC30xPnaVelQHXYSXQEjdATp1MyVFef5j/bKUI1IpH7nkPhlG08/PDDOHToEDZs2IA9e/bgzjvvRFFREcaMGRNUO/S2JPwwxmC328m2EQ6NozyQXeWDbBsd0DiGjtnmLlrsqhPnaVeRiCNPXNBYBXMJNUoFIDhfKZwyMpH7nkMiDkBrays++OADrFu3DkOHDsXQoUPx888/4/XXXw9axBFOGGOwORjMNgfMVrvzf5sDiTFqJOvVFCtPEARBEBGCReCJ06h8hFMKRJyNRFzQCE3Gcc5/7nVkT8IbEnEA9uzZA7vdjlGjRvHLJkyYgOeee64LexU6jDFePJltdpitzv9NVsEym4Nfzv/v2sdqh8lDhLm3c8DEL/dop22dr3t4nFaFvBQ98lNikJesR36qHnkpeuQl65GbHOOzkChBEARBEJ2PVRDPp1b6rxMHAA4ScUEj9NpwgMecuM7vD9H9IREHoLKyEpmZmVAq3eIhMzMTJ0+eDLltu4OJxY6HgDJZvZe5RJNJJKoCFU/uv4VvzroTLWYbDlY24WBlk+T6rAQd8lJi2oSeHllxKnAGE+IzzMjT6qBQkBePIAiCIDoLq92tItRK6d9g8sSFhlD4KjgOCghEMak4QgIScXAmNdFoNKJlGo2mQ0lK7vxkL9SrW3khFu03MpWCg1algFatdP6vUkDH/62EVq3g/1YrOdS2WlBWZ0BFg1H0oyCkqsmEqiYTtpXWi1f8eApalQK5yTHIbxN4eW3/XH/HaemU7q5oNBoUFhZ6XWtEaJBd5YNsGx3QOIaOlCfO0640Jy40hBZTq1VIT08DUAeA7BmpyH3PoSdeOOs4WCwW0TKLxYLY2Nig26ppMUMbZ2l/wzCiUbmFkk4gmoQCSiSu1O5lru10IiHm3k4nscy9rwIqH2EV7WF3MFQ1mXCi1oCyOgPK6g04Uef8V1ZnRE2LtIA22xw4Wt2Ko9WtkutTYjVuUech9rITdR3uLxE6SqUSer2+q7sRdZBd5YNsGx3QOIaOlIjztKtK4f59JdERPEKTqZRK6AR1h8kRF5kII/zkgEQcgB49eqC6uhoOhwOKtpvQqVOnkJ2dHXRbqbEapKbqvcUQL6rcAsglmnQCL5ZIfHkIKJ1w/7Z1GqUiIsMLlQoOPZJi0CMpBuN7p3qtN1hsKKsz4kSdAaU1zTh8sg7VRoaKBhNO1BlgskqHita1WlDXasGesgafx3SKuhiB2HP+n0QJV2TFarWipqYGaWlpUKvVXd2dqIHsKh9k2+iAxjF0hJEzqrZwSk+7KsgTFxLCOXHMYUdzUyP/mcIpIxOr1SrrPYdEHIChQ4cCAHbs2IHRo0cDAH7++WeMGzcu6LbevnEoJkyYENb+nYnoNSr0z4pH/6x4GI0JOHrUhN69eyMmJgaMMVS3mJ0evDah5/TgOf9VNpkk31rZHYzfVor4toQreSluD15u2/89kijhSqjYbDbU1tYiKSmJHqTCCNlVPsi20QGNY+gIPXGaNk+cp11VJOJCwiEScQ4YDK2CdV3RIyJUbDYbiTi5iY2NxZw5c3DnnXfivffew759+7Bo0SKsX7++q7tGSMBxHDLidciI12FkT+/1ZpsdFfVGlNUbReLuRJ0BJ2oNaDbbvHcC0Gy24UBlEw5IJFzhOCAzXieYhxfDZ9PskRyDrAQK1SQIgiCiE5sosYn0b52Co8QmoSAuMcBBaGUqnk5IEfEibsuWLZg4cSJWrFiB8847T7SutrYW8+fPx/Lly3H69Gn069cPDz74IG699Vavdv7973/jtttuw8SJE5GRkYG3336b98pJUVhYKPrsSoJitVphNBr55UqlEhqNBg6HQzJRSkxMDL+/wyEOEVSr1VCpVLDZbLBaraJ1CoUCWq0WjDHJivA6nQ4cx/lt1263e80F5DgOOp0OAETfw4VWq4VCoYDFYoHdbhetU6lUUKvV7bZrMpm8CiBqNBoolUpYrVbYbGKR5fruDodDsk8uGwrbzY5TIjsuDpN6p0CpVPI2ZIyh0WRDRb0R5Y1mVDZZUVbXitKaFpTXm3Cy0ST548OYO+HK1tI6r/VKjkNWohY9knTITYpBfloccpP1SNcr0CNJh8wELT9foCtsGOh5GO52heeha73r/1DO73DYsLuc36HeI1x47nsm3SPCcX5LnYeuz4wxye8aiA39nd9AdNkw1HtEOH8DhTb0vPecafeIcDxHtBgF6x02UR/5PjG3PVyeuEizYbD3iHDcZ13tCr+v3W4T1Ykzmy0iW0aqDbvrPUKu5wiz2czbRQ4iWsQdPnwYs2bN8jI+4Czgff755+O3337Dvffei6KiInz++eeYN28eqqqq8MQTT4i2j4uLw6effhpyn06dOoWjR4/ynxMTE5GXlwer1Spa7mLw4MEAgPLycq+TITc3F0lJSWhsbERlZaVXfwsKCuBwOCTbLSoqgkqlQlVVFZqbm0XrsrKykJaWhpaWFpSVlYnW6XQ69OnTBwBw7NgxrwuxT58+0Ol0qK6uRn29OHtkWloasrKyYDQaUVpaKlqnUqlQVFQEACgtLfW6iAsKChAXF4fa2lrU1NSI1sXHxwNwuqU9+8txHAYNGgTAaUPPCzUvLw+JiYloaGhAVVWV+3sCGJ4aj8tH9IbNZkNxcTGABNgdDLUGO6pabODi01HRYMLBsmqUNxhR1WxDo1l6Lp6dOefrVTSYsBUNXusVHJCmVyIjVoW+OSnIT42DnhkRr7AiM06FNL0SSgWH9PR0ZGZmwmAw4Pjx46I2NBoN+vXrBwAoKSnxOu8LCwuh1+tRU1OD2tpa0bqUlBTk5OTAbDZ7nS8KhQIDBw4EAJSVlXndRPPz85GQkICGhgacOnVKtC4hIQH5+fmw2+2S5+HAgQPBcRwqKipgMDjDWMvLywEAOTk5SElJQVNTk1c5D71ej8LCQjDGJNvt378/FAoFqqqq0NQk9pxmZmYiPT0dra2tOHHihGidVqtF3759ATht6PmD4ArZrampQV2dWKynpqYiOzsbZrMZx44dE61TKpUYMGAAAODEiRNeN/2ePXsiPj4edXV1qK6uFq0L9R7hEgMuu7o4k+4RycnJ6NGjBywWi9d37eg9AgCftMHhcHj1FwAGDBgApVKJyspKtLS0iNZlZ2cjNTUVLS0tXmMTExOD3r17A4Dk2PTt2xdarRanTp1CY2OjaN2ZcI9wEe57hGsczrR7RDieI8pPuq+Nxvp6NDQ08MnfXHZtbXHfR1wiLtrvEfHx8ejZs6fP8zuYe0RNrftab2psFIm46upqHD3qvu7oHuEkEp4jkpKSvI4dLjjmeXVFCF9++SXmzZvH3wBWrVol8sQ9//zz+POf/4yPP/4YN9xwAwDnD/HMmTOxfv16HDlyBHl5eWHrz86dOzFy5EisX79e5MHrDm/QIv0tu8PhQGNjI1JSUrz2Azr3DVqrxYaKehNONltR1WTGidpWvmTCyQYTGk3SoZrtoeQ4ZCRokJvsDNfskahDVry6LfmL05OnUSkj+g2a2WxGQ0MDP3+iu79B625vN31dyw6HA6dPn0ZCQoLIM3cm3SPkestut9vR1NSE1NRULxsB5IkLR7ud8ZbdZDKJ7j1n2j0iHM8RX+8+iT99eQAA8NcL+mHuxF5e956/f3cIi7dXAAC+uW8ShuQmRpwNu9IT98aGEryytgQA8Oq1g1HT0Iz5K50i7PEZfXHTOPcza6TasLveI+R6jjCZTEhISPDaJlxEpCfuoosuwvfff4+BAwdi5syZWLx4sdc2H374IbKzs3H99dfzyxQKBR599FGsWrUKn3zyCR577LGw9y0uLk7SdapQKPy6VF0/6FKoVCqoVNJDxXFch9tVKpV+9/W3zl/ti/badZ38Urge7j0JpNyDv3bDZcOYGCAtMR5DfWzbZLKiot7oDNesN6C83uj81+D8u8FgldzPzhgqG82obDR718eD05OXnejM5pmb7Pqn5//PTtJB2TZPwZcNgfbPw46MTSDtarVaaLVayZtZKGMTynnYnc5vILR7RG5urs91Z8o9Agjt/PZ1HsbFxfncx0VH799AdNlQrvM71HuERqORvPdE2/kt63OE0r1vjE7DtyW892g17n675nBFmg074znCV7sqlbvPsTExgFINwCnilCqVZPuRZsPueH7L+RxBdeIkKC4uxrPPPos//vGPeO6557zWNzY2ori4GJdeeqlXyvixY8cCcM6lkwOpt7VEaLjezrjebnRnEnRqJGSrMSBb+s1Ls8mKigYjyuu8RV5FvRH1PkSegwEVDUZUNBixtdR7vVrJ4azcJIwuSMGYXskY2TMFiTHdKwtbJI1jJEF2lQ+ybXRA4xg6UnXiPO0qzk5Jz0LBIi4jwGATeJaoxEBkIixdJgcRKeIOHDjgV5FXVFSAMSYZLpmQkID4+HiUlJTI0jdPtysROq74a1eccSQTr1OjKEuNoixpkdditnl48QRCr97gU+RZ7Qw7jtdjx/F6vLnemU2zKCsBYwqSMbpXCsYUpCAjwffbsc4gmsaxO0F2lQ+ybXRA4xg6wuyUrhIDnnZVCkSccHsiMIQ51ew2K04L5o5Rss/IhBKbSOBPwAHgJ3n6CoPR6/VobW2VXEcQXUmc1l0fTwpPkVfR4Pz7YGUzSmrc5zRjwMHKJhysbMKHm53hGAWpeowuSMHoXikY2ysF+Sl6Km5OEARBtIvQE+cq9u2JUMRRSvzgEc4j4zhOlNiEPHGEFBEp4tqjvVwtjDEKqSAiEn8i73SzCdtK6rGttA5bS+pwsKpJVPS8tNaA0loDluxwZhLLiNfyXroxvVLQPzMeCgWJOoIgCEKMRSKc0hMlFfsOCaFQU3AQ1YkjDUdIEZUizpWS3jMVqQuDwYBevXp1ZpcIQnYy4nW46KxsXHRWNgCg0WjFzuP12Fpah20lddhb3ij6IT7dbMZ3eyvx3V5n2ukEnQqj2gTd6IIUDOmRCI2KXnYQBEGc6YiLfQfgiSMRFzSiYt/gIHyn6iB7EhJEpYgrKCgAx3FetXkAZ6hlS0tLWMsLEPJDntPgSYxRY2pRBqYWZQAATFY79pQ1YFtpHbaU1GHn8Xq0WtxpdZtMNqwpPo01xacBADq1AsPykjCmVyrGFKRgeH4SYrWh3TJoHOWB7CofZNvogMYxNKQSmwBiu6pIxIWEQxROCSgEdqbwVEKKqBRx8fHxGDBgALZt2+a1zpWVcsKECbIc219qVaJjxMTE8EUkiY6jUysxtjAVYwtTcR8Am92Bg5XN2Fpah60ltdhWWo+6VndiHpPVgV+P1eHXY86CtkoFh8E5CRjTKwVTizIwvjA1qDl1NI7yQHaVD7JtdEDjGDpWkSfOKS487SoMx7eRiAsegclidDoU9OwJwJnchMwZmcidSCkqRRwAzJ49G0888QQWL17M14pzOBx48cUXodVqRfXjCOJMRKVUYEhuIobkJmLepF5gjOFodSu2tYVfbimpQ0WDu5Cl3cGwp7wRe8ob8c7GEtx5TiH+fEERJUchCIKIcsSeOOl7vtATR+F/weM1J05g5vZyPRBnJlEr4h566CEsWrQIc+fOxc6dO9GvXz989tlnWL16NV544QVkZWXJclypavNEaJhMJpSVlSEvL488nTLCcRz6ZMShT0Ycrh+TDwA42WDkE6VsLanD4dMt/PZvbTgGi92Bv108MCAhR+MoD2RX+SDbRgc0jqEjFU7paVcFR564UBCazGq1ovJklWAd2TMSMZlMst5zolbExcTEYN26dXjiiSewcOFCNDc3o3///li4cCHmzJkj23HpbUn4YYzBbDaTbbuAnKQYXDasBy4b1gMAUNdqwdId5fi/7w8CABb8XAqr3YG/Xzq43cyWNI7yQHaVD7JtdEDjGDpS4ZSedqU5caEhmhPnUezbTrXTIxK57zkRL+Lmz5+P+fPnS65LT0/HO++8g3feeadzO0UQUUpKrAa3n1OIRL0ajy3dC8aARb+egM3O8OysIVSigCAIIgoJJJxSKUzEQSIuaITP+wqOo3BKol0oXRNBEEFzzag8vHzNUP5H5tNtZXj0i730w00QBBGF+MpOKUTJkScuFDznxFGxb6I9SMQRBNEhZg3PxX+vG87XBlq6sxx/+Gw3bBT3QRAEEVXYJMIpPRGFU5LoCBqRUPPwxJEmJqQgERdm1Gp1V3ch6tBoNMjPz4dGo+nqrhAeXDI0B6/dMIIPr1m+5yQe+HSX6K2tCxpHeSC7ygfZNjqgcQwdi+Cermq733vaVUklBkJCaDKtWo1sQQI+8sRFJnLfc0jEhRmlUtnVXYg6lEolEhISyLbdlJmDs/DGjSOhaXs7+/2+Ktzz8U6YbXbRdjSO8kB2lQ+ybXRA4xg6whdzrnu9p12FIs5OERlBI9RpKpUS8XFx/Gcq2RCZyH3PIREXZmw2W1d3IeqwWq2orq6GVZCpiehenDcwE2/fNBIalfOWsurAKdz10Q6YrG4hR+MoD2RX+SDbRgc0jqEjFU7paVeRiCPNETTC5CUOuw2NjQ3uz2TPiETuew6JuDBDIi782Gw2nDp1imzbzZnSPwPv3zwaOrXztrL2UDVuX7gdRotTyNE4ygPZVT7IttEBjWPoSIVTetpVJOIc5IkLFmHIpMPhQH1dneQ6InKQ+55DIo4giLAxqW8aPrhlDPQaZwjBxsM1uPWDbTBY6OGJIEKlqtGEZTvLUd1s7uquEGcYwoRVaoWP7JQiESd7l6IOh6jEgGd2ys7vT7iobTGjuKqpq7sRlZCIIwgirIwrTMXCW8cgTussQ7n5WC3mvr8NrWYScgTREVrMNrz04yFMeXEt/vj5Hty+cHtXd4k4w3AV+1YqOJ/1QFXkiQsJUbHvKKkTV9loxOj/+wkz/7MR3+w52dXdiTpIxBEEEXZGFaTgo3ljEK9zCrmtpXW4bdFutFroh50gAsVmd+CTLScw5YV1+N+aIzBZndfP7rIGlNUZQmq7utmMdzcew9aSuvY3Js54XIlNfBX6BiASd5SdMnhEFQYgfkCPxLp7p5tNGP/cGt6LeP/iXV3boSiERFyYoexX4Ycyi0Umw/OT8clt45AY4yy7sbu8CU+trUELCbmwQteHfHSlbe0OhpsXbMUTX+5DTYt3+OT636s71K7ZZsdb649i6ovr8I/vDmLOe1twutkUane7NXSNhI5bxLkfGz3tKvTEUTbF4BF64tQqJeLjBdkpI9CcizYf7+oudDmUnTLCoDpx4Ydq/EQuQ3ITsfj2cUiJdY5dcbURN3+wE3Wtli7uWfRA14d8dKVtv9xVgZ+P1PKfLxichVdvGM5/DkTE1bVa8NWuCnyy5QQ+/KUUb64/ihn/3oDnfihGS1t4s9nmwLpDHROEkQJdI6HjCqcUijiqExdehJ44rUaDHjk5gnWRZ89GI2WDlfueo5K19TMQB8WBhx2HwwG73Q6lUgmFjwnVRPdlYE4CFt8+Dje++ytqWiw4UNmEG975FYtuG4u0OG1Xdy/ioetDPrrKthabA//56Xf+81tzRmLGoCw4HAxpcftR02LBL0dqYLE5+LIenjgcDDe88yuKq5rbPd76Q9W4ZlRe2Prf3aBrJHSkwik97arkhCUGIk90dDWiDJSMwWG3S6+LEDx1vCtz9ZmEw+GQ9Z5z5llUZiwW8jCEG7PZjEOHDsFspoxskUr/rHh8ePNwpMQ4QwuKq5px3du/4nRTdIdxdQZ0fchHV9n2s+1lKK83AgDO7puGGYOyADjnHJ3TNx0A0GqxY/tx3/PZtpbW+RRwY3ul4Jv7JiGhbc7qxsPVouyD0QZdI6Ej5YnztKtKKSz2HXmio6sR6jSr1YLS0mP850g05ymP3/cz0Tkr9z2HRBxBEJ1CYVosnjs/E1kJTu/bkdMtuO7tX1HVSEKOIFyYrHa8uuYw//nh6f1F6yf3T+f/9hdSuWxnOf/3vEm98O9rh+LVG4Zj6d3j8ekd4zAkNxFn93O21WSyYVdZQ5i+ARGNSM2J80Srcs//qZaYx0n4R+htU3AcFOAk10UKDR7hlNH8oqirIBFHEESn0SNBjY/mjkCPpBgAwLGaVlzz1maU14eWaY8gooWPNh/HqSbnA/D5AzMxLC9JtH5SnzS+ftR6H3PZTFY7vt9XBQCI06rwyPT+mDU8FxeflYORPVPAtTUwpZ9bEK47dDrM34SIJgLJTtkvMx6xbTVCfz5SQ8lNgkRcYkBcJy4S58Q1eYg4B6OEN+GGRBxBEJ1KbnIMPrtzHPJT9ACAE3UGXPvWryGnTCeISKfFbMMb648CcD7APTy9n9c2qXFanNUjEYAzLFnKk/3jgVN84pILh2QhRiOdIU3o1Yv25CZEaNgkwik90agUGN87DQD4+c9E4IiLfXPiYt8R6MRqNnnXhqWEN+GFRBxBEJ1ObrIen905DoVpsQCAigYjrnlrM0prWru4ZwTRdby/qYTP3HrJWTkoykqQ3G6ywIO2QSKkUhhKecWIXJ/Hy4jXYVCO8xj7TzZFfakBomMwxmBp88Sp/Ig4IPBwX8Ib5uGJE1o6EsMpm0ze2SltkahGuzGUnTLMaLWUbS/c6HQ6DBw4kA8BIiITz3HMTozBp3eMww3vbsGR0y2obDThmrc24+VrhkGrVsBsdcBktcNkszv/Fvxvsjpgdn222mG2tW0r+tsBlZJDgk6NhBhV2/9qJMaokaBTISHG+TlBp0aiYL1OHVm1pOj6kI/OtG2DwYJ3NjgTGSgVHP5wvrcXzsXk/hl4Zc0RAM4H5WtGuzNLnm428cKuR1IMxhSk+D3ulP7p2H/S6TFZf6gaV0dhlkq6RkJDWGhaIwinlLLr+MJU/m/yxAWH0EkVo9OhqKg/gIq2dZEl4hwOxkcDCLFGYoaWENDpdLK2TyIuzNCPRPjhOI7sGgVIjWNGgg6f3jEOs9/dguKqZpxuNmP2e1u6qIdONCoFL/yS9RpcMyoX147O79I++YOuD/kIxLYOB2ubvxLaGLy5/hia2x56rh6Zi15tXmophuYmIjFGjUajlc8s6fKQLN99kn8YnDW8BxQK//2a0j8Dr611hnCu+z06RRxdI6EhfPAWhlNK2TU70f3QWtdC2bqDQeiJUyo4cJz7hWKkRSE2m22Q0p1nWnITue87FE4ZZqjEQPgxm804duwYpYeOcHyNY1qcFp/cPg4Ds6VDxzqKWsmhnedXSSw2B2pazDhW3Yodx+vx2NJ9eG9TSVj7Fk7o+pCP9my74rdK9H/yB9z6wTY+8UNHON1swge/OM8xjVKB+6f19bu9SqnApL7OuUdNJht2CzJLLt1Zwf89a0SPdo89PC/JXWrg9+gsNUDXSGhYBOeEyqPEgKdd9RoltG21C12hwURgCIWa1WLBiePHBesiS8X5uh+eaXPi5L7nkCcuzFCx7/DjcDhgMBjIthGOv3FMidVg8R3jsHjrCVTUG6FVKaBTK/n/dWoFtColtGrxcvd68TKtSgGVUgHGnCEdTSYbmoxWNBmtaDRa3Z9NbZ+NNjSZrG3L3Nu6PCP/+O4AshJ0uOis7M42W7ucSdcHYwxrik+j3mBFnFaFOK0KsVol4nUqxGqdIbGx2vD9rPmzLWMM/1p5CFY7w9pD1Vi4+TjmTerVoeO8vvYoTFbnMW4Ym89nb/XH5H7p+G5vJQBnSOWoghQcrGzCwbYQtmF5SeidHtduOyqlAmf3Tcd3+yp5QTiqnRDMSONMukbkQCjsNR7Fvj3tynEcUmM1ONloQi2JuKAQCzUGk8koWNf5/QkFX5rzTBNxct9zSMQRBNEtSIxR467JvcPaJsdxiNepEa9TB/Rg7MnLq37HK6sPgzHgD5/tRmqcBuMEcz6IzuXN9cfw/Ipin+s5DrhpXE88fdlg2ftysLIZx6rdiXj+s+p3XDI0Gxnxwc2BqGgw4pMtJwAAMWol7p3aJ6D9hOUB3lh3FAs3Hxc9bF8ZgBfOxeT+ThEHAGsPnY46EUeEhq9wSl+kxDlFXL3BAoeDtRvSSzgRCh/PxCaRVmKAQbq/0ejp70oonJIgCMIHfzivL64Z5czuZ7E7cMfC7fj9VHMX9+rMpL7VgtfXHvG7DWPAh5uP47eKRtn7883ek6LPzWYb/vm9b4Hpi1d+OsyHq82dWID0+MCSY2UkuDNL2hwMjUYrWi12AM5Q4ovPygm4D0JBuKaYMgoSYqw+wil9kRLrPIftbeclERhexb4FprZHmAfLl+Y80xKbyA2JOIIgCB9wHIf/mzWET+neZLLh5ve3StbmIuTlzfVH+fDWqf3T8djMItw7tTfmTijAVSNzMbaX23v0vzWHZe0LYwzftok4BQd+TtmyXRXYVloXcDslNa34oq0cQLxWhTvPKQyqH/MvHYRRPZPRJyMOhWmx6JmqR2F6LOZfOgjJsZqA28lI0GForrP23MHKJpTXU81Gwo1QxPkr9u0iVXDuUUhl4IhFHMD5WBcJ+A6nJE9cOKFwyjCjUpFJw41arUZOTg7UanVXd4UIgUgdR7VSgddvHIHr3v4V+yoaUdlowtwFW/H5XeORoOv67xKpdg2GU00mfPBLKQBn9tBnrxiC7ERxeKzJasc5/1qL081mrNx/CgcrmzAgxGQ5vmy7t7wRZXXO+SoTeqdhxqBMPPn1fgDAk1/9hm/vnxSQx+Lfq37n37Dffk4hkvSBCy8AGF2Qgi/unhDUPr6YNiATe8qdHsw1xadx0/iCsLTbHTgTrhE5EYVTCtxDvuyaIhBxlNwkcITONrVagx45OQDKvNZFAr7DKSPsi4SI3Pcc8sSFGRJx4UelUiElJYVsG+FE8jjGalV4f+5o5KU4hUNxVTPu+mgHLLauf6sYyXYNlP+tOQxzm61vGtfTS8ABgE6tFM2pfLWd0MtA8GXbb/a4QykvGZqNG8b25EMbi6uasejX42iPg5VNWN7WTkqsBrd2MClKuDhvQCb/908HT4vWNRqs2PB7Nd7bVILHl+3FU1//hpqWyMn0eCZcI3Ii8sSp3P4hX3YVi7jIOU+6HIG+0ahVSE11RxdE3Jw4SmwCQH5NQCIuzNhs3sUNidCw2Wyoq6sj20Y4kT6O6fFafHjLGCTrnW/Wfjlai0e/2ANHF/8oRbpd2+NErQGfbnW+jY7VKHH3FN/Jb64fk4+0OOcD5Pf7KnHkdGjzF6Vs63AwPgmISsFhxqAsKBUc/i5IpvLSqt9R3ez/4fWlHw/xf989uTfiwphVsyMMyI5HTluNr1+P1vKFeourmjD+n6tx0/tb8cy3B7B4axk+3Hwcr64JXSR3FtF+jciNOJzS/djoy64UTtkxhCGTDrsdDfX1/OdImxPnK/zzTEtsIvc9h0RcmKEfifBjtVpx8uRJWK00QTqSiYZxLEyPw3tzR0Ondt46v9590m+2xM4gGuzqj//89Dv/9nbe2YVIjfOd+CNGo8TtZzvnlTGGkIWGlG13nqhHZducyLP7pvEhkCN7JuOqkc4kOM0mm9/zYtWBU7y3KzNBiznje4bUz3DAcRymtXnjLHYHNv7uTHDy7PfFMLQlTBGyrxOSx4SLaL9G5MZXdkpfdhV54qjgd8AIhY/dZkVV5UnBuq7oUcehxCZO5L7nkIgjCIIIghH5yfjf9SP4QuJvbTiGD37uvsXAAed8sR3H67GnrAHFVU0orWlFVaMJDQYLTFZ7l3sTffH7qWZ8udtZvDpJr8ZtZ7cfcjh7XE/eW7p8z0mU1LS2s0dwiEMpxRkg/3xBEeLbkpx8saOcT34ipMlkxZNf/SbaR6dWhrWPHeW8geKQyl+O1mBDm5jrkRSDf115Fu9lKQ2zXYnuR1mdAQ9+uosvRA8EmNgkjjxxHUF4G+Y4zvmv7XOkhVP6ItI8it0dChAnCIIIkvMHZuLvlw3GX9sexp/+9gAyE3S4YEj3Kwa+vbQOdy3agZp23ohrVAroVArEalVIidUgJVaD1FgNUuO0SInVIC1Og5RYLVLjNEjQqdFqtqHRaEWD0YpGgwUNBuffDQYrGo0W5KfE4u4pvQNOmS/FSz8e4t/o3j25d0CJZGK1Ktx2diFeWHkIDga8tvYIXrx6aIf7IMTuYPj+tyoATnudLxA9AJAWp8VjM4v48+KRJXtQkBqLwT0S+W2e/6EYVU1OT97kfum4fFjg9dzkZlxhCmI1SrRa7FhTfApHq1v4dQ9P74crRuRi6c5y1JbUobbVgkajFYkxlCwkWvnXykOilxYAoFG2/8LBVWIAoMQmweASasKyegqOg52x6PHEUXbKsEIijiAIogPMHtcTlY1GvLb2KBgDHvxsN9LitRjdjQolL91RjseX7ePrkPnDYnPAYnOgyWTjwwVDZdXBKnx4yxgUpscFve+esgas3H8KAJARrw0qW+JN43virfVH0WSy4ctdFXhwWl/kpeiD7oMnW0pq+bluU/qlI15CVN44Nh87T9Rj2c4KmKwO3L5wO5bfNwnp8VpsOVaLj9sKe+s1SvzfrMHguO5TCFmrUuLsvulYsb8K9QYr6g0NAID+mfG4rE1s9kqLxZYSZxmF0ppWDM1L6qLedpy95Q14dMlejCtMwfxLB3WrMehOeAo4AChIa/86EnriIikBTlfjEmoKwfmo4AA7i7wSA77nxEXW9+juUDhlmFEoyKThRqFQQK/Xk20jnGgcx0em98cVI5wPtxabA7d9uD3kZBrBImVXh4Ph+RXFeHjJHl7AjeqZjJvH98S1o/Jw2bAczBiUiSn90zGuMAXD8pIwIDsBhWmxSI/XQqUIz0NtWZ0RV77xC3YcD7x2mosXBYk/7p/WFzGawEMO43VqPtuj3cHw+rqjQR8f8LbtN3sq+XWeoZQuOI7Ds7OGYHh+EgCgstGEOz/ajiaTFY8v28dv9+iM/shNDl1YhpvzPLyLgLOvyrZzoiAtll9eWhsZIZXCcWSM4fFl+3DoVDM+3Hwc24/Xt98AwTMox+1V9nVPj9eqoFU5l5GICxyX8OE4t225tusu0sIQffU20sRoqMj9vEOeuDCj0QRX54doH61Wi8LC4IrgEt2PaBxHjuPw/JVnobrZjI2Ha9BotOLm97dh2T0TkJmg65Q+eNq11WzDHz7bjR8PnOKX3Tg2H/MvHSRKSuAPxhiajDbUtJpR12pBbYsZta0W1LZYUNcWRhenVSFJr0ZijBpJeg2SYtRI0jv/ORjwwOJdKK5qRr3Bihve2YL/XjcMMwcHFm76y9EabDxcAwDIS4nBtaPygrCIk1sm9MK7G0vQYrbhix1luO/cPuiR5F2awB9C21rtDqz4zSniYtRKTBuQ4XM/nVqJt+aMxGWv/ozKRhN2nmjAzH9vwMk2D+fw/KRuW4dtav90cJw7HGpEfpLou/YSiLhj1ZEh4oTjuK20DvtPNvHrlu2s6Fbec08sNgdeWX0YSXo15k3q1SGvocXmwAsri6FTK/HQef14Qd4emQlanGpyi7AYtVI0/r7u6RzHIT1ei/J6Y7tZWoOluKoJX2wvxwVDsjGyZ3JY2+5qXDqN4zjetkrudwDOWpmRhK85fN11/rVcaLUdn04QCCTiwky0TD7tTjDGwBjjJ/oSkUm0jqNaqcAbs0fi2rc2Y//JJlQ0GDF3wTZ8fuc4yXC7cCO0a2WjCbd9uB0HKp0PqQoOeOqSQbhpfM+gbM5xHBL1aiTq1eid3rF+fX7XeNy9aAd+PlILs82Buz/eiScvGthuPTTGGF5c6fbC/eG8ftCogn+bmahX4+YJPfHa2qOw2hneWn9UVAYgEIS2/flIDeoNzkxj0wZkQK/x//OZEa/DOzeNwlVv/gKT1cELOLXSKfwDfZDubFLjtBiZn8x7qB6bWSQ6d3pFgCeuutmMFrMNuckxUCsVonFc4JGE6Lu9J/HUJQO7TXIZTxZuLuVrHvbPisfZfYO/IP/5QzHeb/veowtScE6/wNqI1aoAuEVYUXa86Lz1d093ibh6gxVWuyPgF0jt8dCnu1Fc1YwFv5TirdkjJT3HkYpwTpzLti5z1xusOFrdgt4dCE3vCnw9CdvPsGdk1/UhF9ET19RNMJspdCDcmEwmHDhwACZTZL2JIsRE8zjGaVVYMHc07+k5WNmEuxfthNnmnZo93LjsuuXIKVz66s+8gIvXqrDgljG4eUJBl4jmBJ0aC+aO4cNNGQP+/u0BPPPtAcm3sXYHw47j9Xjm24PYeaIBANA3I46fi9UR5k0qhL4tDPPTrWV46uvf8MuRmoBrFQnP2W/3ukMpLz5LOpTSk8E9Er2Sqtw7tQ/6ZcYH+A26hqcvG4QxvVLw5wuKMLYwVbQuP0UP1+kU7syfodJqtuHPS/di9P/9hKkvrkPRkytw+Ws/Y8/xGhw4cADHTrnnWbpoMtmwtvi0jxa7nhVtiXQAYP2h6qD3t9kdvIADgisN0Wr2Xf8N8H9PTxeUAqkNU5mB6mYziquc4ep2B8O/f/o9LO12F5hgTpzLtq2C8h4/HTjlY8/uh09P3Jml4WR/3iFPHEEQRBjISNDhw1vH4Ko3f0GDwYpNR2ow+h8/4ex+6ZjaPwOT+6WHlKnRH+tLWvHfX8v4+W/5KXq8P3cU+mR0rVjQqBR46eqh6JEUg/+11Wx7b1MJqhpNeOmaoWgyWrH+92qs+70am9rCUYU8PL1/SB6rlFgN5ozribc2HIPF7sCHm4/jw83HkaRX49yiDMwYlIVz+qa3O99u87E6LG9L8hCnVWFK/8C9IReflYMTdQa8sPIQRvVMxj1T+nT4+3QWg3IS8fmd4yXX6dRK5CTGoKLBiJKaVtnfNAfKgZNNuOfjHSitNfDL7A6G3WUNuOmDnfjj+BRs3nmYn1s0plcKtrYlaPlyV0WXZpY9croZe8sboVMrUZAai36ZcVApFahtMWPHCfecvc3HaoNu21WPsCO0msUvoYqyEgLeV3ivq242Iysx9PByz7m1v59qDquXr6tx8J449/X09MX98dS3zsiESAlfBnxnpzzTwinlhkQcQRBEmOiTEYd3bxqFG9/dAnNbpsfv9lbiuzYvzpAeiZjSPx1T+mdgWF5SyCF1DgfD/9Yew+s/1/DLxvRKwZuzR4oK7nYlHMfh4en9kZMUg79+9RvsDobv9lVi87Fav+nHbxibjxmDQg+Veui8fqhuMePbPZW8yG0wWLFsZwWW7axAYowaz1w+GJf6SFSy75QJT6/dC4vNue81o/KCDr27Z0of3Di2J2I1Sqii4IGzMD0WFQ1GNJtsqGu1+C3A3ln88fPdvIDTa5Q4p2869lc2oqzOiCaTDfPXusWMWsnhleuG45JXN6G62Yy1h06jvtWC5C64Zo7XtmLmfzbyBe0BZ03E128YgZONJtHD8IHKJjQYLHyB+UD4YkeZ6HOTMbDiw4wxtFrcnricRB3mtRMKLUQk4lpMABJ9bxwg20rFSWisdoZj1a3on9W9PduBIkxs4uLCwZm8iOtunm9/+AynJBEXVkjEEQRBhJFRBSn47M7xeGfjMWz8vRpNJveD0L6KRuyraMT/1hxBkl6Nc/qmY0r/dJzTLx1pAT4IOxzOh6sGgxX//KEY3+1zh/ldMyoX/7h8SIfmkMnN9WPykZWgw72f7ITBYvcScPE6Fc7pm47J/Zz2CMebewCI0Sjx8jXD8PSlg7DuUDVW7q/CukPVaGkLFWs0WvHA4l3Y8Hs15l86CHFa98/izhMNeHrtaZhszgeP8wdm4vELizrUj2iqp1aQGssnnimpae1yEccY470U6fFafH7nePRKi0Wr2YbbPtwu8mBpVQr8/bJByErU4ZKzcvD+zyWw2hm2lNRh5uCsTu/7lpI6kYADnC8Z3ttU4uVhYsy5/YxBgffzYKU4W26DITARZ7DYeQE5uiAZi28fF9QLCOH9LFzJTX6TCAU9WNmEfplx3cIbHCrCcEoXcVoV0uO1qG42o6SbzkGVwqcn7gybEyc3JOIIgiDCzLC8JLx2wwjY7A7sKmvAukOnsba4mp+vBjgfppbvOYnle06C44CzeiRiUt80KBUKNJusaDLa0GSyosloRbPJ/XeL2eY1r4AD8KfpfXDX1H7d+mFmalEGPrtjPO74aDsqG004KzcRk/s5hduwvCRZvVTxOjUuGZqDS4bmwGyz45cjtfhsWxlW7HfOOfpiRzm2l9bhv9cNx9C8JOw8UY87Pt7DC7ip/dPx6g3DoyZ0KxSEyU1KaloxqouzOzYZbbyXtSgrnu9frFaFBbeMxqOf78KaQ9W4eEgW/jB9AP+CYGTPZH6+2KGq5i4RcZUN7jkzw/OTsKttPuhvJxvRYrJ5bf/rsdqARZzF5kBlo1G0rMEY2Py0FsF8uGS9Juhr0zOcMhw0S9jjoc9245XVh/HpneOQEd85GYHlwiFIbCIkRa9BdbMZzabABHh3wJdYIxEXXkjEhRkqMRB+tFot+vfvD6Wye2YPIwLjTBxHlVKB0QUpGF2QgkdnFOFUkwnrD1Vj3e+nsfH3GjS3PSgxBuwpb8Se8sCTDriI1Sjx8jVn4fyBWd1awLkYkpuI9Y9OhcXuEHm9OhOtSompRRmYWpSBL3eV469f/oZWix2ltQZc+cYvuGViAT7dVsYnFTi7bxremD0SWtWZc+76w1PEdTWnm91CyHPeqU6txH+vHwG73Q6lUimq21SU7Q7DK65qQlcgFFnPXDYYT3+zH9tK60Wp/c/um4ZNR2rAGLAjiLp25fUGrxc+nvNOfSEUcXE66evU3z1dDhFnsHiLOAA4VtOKMf+3Gu/eNCqis1V6lhhw2dY1Z9dkdcDhYFB008y2QoRaTaXgeG9zgDmlogYqMRBhRFMh4+6CQqEgu0YBNI5AZoIO14zOwzWj82C1O7DzeD3WHqrGukOn+axrUqiVHBJ0aiTEqBGvU7X9rUJGvA6zx/VEn4zISDvtQqNSdJuQz1nDczEiPxkPfLobe8oaYHMwvLPRnc1vQu9UvHPTqG6bgr4r6G4Fv08LRIKUN8bXvacgNRY6tQImqwMHK7tGxLlKTwBAdqIORVkJXnO/JvdLx7HqVlQ0GFFRb/RswifH6wxeywINpxRmpvT1ssXfPV2YnfK3k+GxraHtpUpOog7p8Vqvl173fLITO/56XqeUdpEDBrcnTmhbvSDxkslmb7e8SXeACWbFKQUi7kzzxFGx7wjDao0cd3ekYLFYUFVVhaysLPJ0RjA0jmLUSgXGFqZibGEq/nxBESobjdhb3giNSoEEnRqJMU6xFq9TQ6dW+PSyWSwWnDhxguwaAj1TY/HFXePx71W/4431R91zgXom4alzs6BgdgAk4lzkJsfwb9dLaryFggujxY6DVU043WTGlP7psglhoScuQyIDrK97j1LBoX9mPPaUN+J4nQGtZltbbbTOo7LBKcq0KgVSYjUi76CLoXlJyEzQoqLBiNpWC8w2e0Be4eMSXtKOeOJ82cTfPT09XguNSgGLzYEdx+vx5a5yzBqeG9CxfeEScXqtChedle0l4iw2ByoajCjKikwR52jzUnEcJ7JtjOC6MVgiRMR5eOJcr1nONBFnsVhk/V3u/mdChGG3y18X6kzDbrejqakJ6ekdrDpMdAtoHP2TnRiD7MSYoPcju4YHtVKBP80swqS+afjPqsPIS9Hj8RmFqCo7Tvd1D9RKBfJS9CipaUVpW5mBD38pxdsbjoHjOOjUCjDm9NK5QsSG5yfhk9vGtVvOoSOcFoQeZiR4izh/10hRVgL2lDeCMWfK+uH5yWHvnz+q2jxx2Yk6cBznlcZfqeAwKCeh7d7QAMD5ffNS9H7b3VfeiHW/e9eVC1jEmdr3xPmzq06txH1T++DlVc5abgs3Hw9JxAmzZcZqlLhuTD6W7qjAoVPiCIZw1aTrCoTFvoW2FV4zRktk3IuEWk2YhflMKzEg929H94hnIQiCIIhuwITeafj8rvF46ZqhiI2AN95dhWtenNFqx6oDp/D3bw/gZKMJFQ1GHK1uxbGaVtF8rF0nGnD/4l0BF1oPhvbCKf0hnhfnO6RZDppNVn5erOsFjme6/H6Z8dBrVMhMcH+vykbvAsLCh+Mf9lXiklc3YZ2gOHhusrN9g8UOs639B0theYGOzl19YFpf/u/2Shscr23F4q0n0GCQFmEmq4MXBnqNM0rhhwfPxq+PTxNtV9MSnvl3HaW0phXf7DkJkzX4h3fXECo8oi6EnjhjB9rtCoThlMKkOPYzS8PJDok4giAIgiCCoiDVPS/u4c/38A+gyXrnvM0YtRIDsxNw1chcXgT8dPAUnvx6P+9xCBdiERdcIoEB2W7PV2fPixOKsewkp0iL06rQM9XtZRuWl+RcLyi5UdUkFnHrDp3G0Kd/xF0f7QBjDE9+vV+0XqtSoF+mWxwG4o1rERT6DiXE1DUe/jxIjDHc/P5WPL5sH/7+zQHJbYSiMlbrFDUKBYesRB3+e90wfl1NF3riGgwWXPHGL7h/8S68sPJQ0PtLFfsGxHPiDOSJIwTQa0aCIAiCIIKiV7pbxLm8SUVZ8fjm/kleZRhmDe+BuQu2wmpnWLz1BAZmx2PO+IKw9eV0k+/slO1RJPB8FVd2rifuZIM7SYlQpBVlxeN4W+HyYXnOItnCuolVHmUD5i7YBgBYsb8KC34u9fJGmW0OJAsKhDcarO16LMXhlB0PgXUJEIMfD1K9wcoXal+2qwIvXzvMaxuDQFR6zgkT1qTrCk9cZaMRL6w4hG3H6/j6l+9tKsGTFw8Mqh2X985z+nOM4PtGTDil4G+VUMR14Zy4w6eacc/HO9EzVY9XbxgRFcmqyBMXZlQq0sXhRqVSITMzk2wb4dA4ygPZVT7Itr7pJfDEAc55PM9feZZkHb2JfdLw4tVD+c/vbSoJqzfOlcI+VqOU9Br5G8ckvYYXUAermsLuJfRHlSgzpXs+7ITeaQCcWWldf4tFnFuoCLNIAsD/fX/Q6zhn901Dkt6d7CMQT5w4O6V0opBArg+XAPHnQRKKWQCSIbdSnjgXqXFugVrbBSLu8WX7sGxXBcrqxN8jGEF524fb0NQmnDlObFtxOKV0mYXuhlCsCT1x9i4UcUt3VuDw6Rb8dPA0/vTF3k45pty/HSTiwgz92IcftVqN9PR0qNWRmXGKcELjKA9kV/kg2/pG6IkDgFsn9sLQttA/KS4b1gPjC1MBAKW1BuwuawhbX1zhlBkJ0t6l9sbR5Y1rNtlEKf/lRnisnCR3368fk48XrjoLi+aN5ROYZCUIwyndYmFraZ2oTXtbuFpanAZT+6cjXqvCvEm9kBjj/u6BlBkQZ6eU9lgEcn24PHEWm4PvmydVHjb3DBcFxDXi/HviOjecsrrZLJp7KGRveUNAbRyrdgoLFwqOE9mWwinDw6Yj7nFavuckDoSp9IU/5P7tIBEXZiiLWfhxZWki20Y2NI7yQHaVD7Ktb7ITdHzoYm5yDP44vV+7+8wa3oP/++vdJyW3CfYhz2Cx8YLDVyhle+MonBdX3Inz4ipF4ZRuT5xGpcDVo/Iwtk30AvCZ2OTnwzWSbQ/ITsCCW8Zg7/zpmNI/Q+SJawjaE+c/O6W/60MsQKS9SJUe4aGeHi3nvoI5eh4ZTpP1Grh0Qmd74raW1PlcF2gmUM9TXsFxItvqBN932c6KDvWz85H2xHXllLgcj+zPz68olv2YlJ0ywqA6ceHHVQfLYonc1MEEjaNckF3lg2zrG4WCw2s3jMAtEwuw+PZxAdWumjkkiy/y/s2ek7DaHahuNuPxZftwwX83YujTP6LfX3/Av4J4uBKVF/Ah4tobx8L0OP7vExIFsuVCKMY8HzA90agUSGsLGzwl2G/TEWkR50o846ovKfTErTt02qegciH0xMXpfNeJa+/60PnJrPj59jJc9MpGvLepRLS8rN4Ah4Nh/vL9uO+TnTjZYESrYE5cjMe5plRwSIl12qazPXENRt/Hs9jEYaFGix1lkueXWNlwnNi2OpX7UX1N8emISA7iWSfOhS9vbGdg8zi2UFzKhdy/HRT7RxAEQRBE0IzplYIxvVIC3j5Bp8Z5AzLw/b4q1LZasPrgabyx7ohX0ebX1x3FuMJUnNOv/dqHoZQXcJEjmm/WmeGUTo+TXqNEQkz7j2OZCTrUtFhwqtkMu4Oh2WT1WRahIE0c7ioUcd/urUSDwYpFt431eaxAin0Hgt5HjbPjta0+5yWV1xmwpaQOH/xSCsCZ1fSxmUWC/niHd6bEalDTYkFta+d64ppNvsWwUMSZrHZMfXEdTjWb8KcZRbh7Sm9+ndlD7Hlmp9SoxP4Wq8MBraJ7J+VwiMIp3f3vzDmnnnjOHxVeE5EKeeIIgiAIgugULhvmDqn8w2e7eQGnUnDIFBTqfnzZPpGQ8MXpZrfokir0HQjZSW4vWGfNiTtU1YzSmlYAQI+kGN5j5g9XAha7g6G2xYyDfrJp9koTFwNPEmSnBJwevGaT78gh4QNvKPUSPedzlda04rW1R/DAp7t97lNWbxQlOzFZHXhaUHpAyuuboFPz23p6wOTEnw2F4mz/yUZUNZnAmDOMT5j0xOpRPM0zg+M5fcUvM2wRUGxNKNZU3SSxSauH97krM2WGCxJxBEEQBEF0ClP6p/NvwF3hdTq1Asvvm4RfH5+GCb2d88AqGox4/of2wyoDCadsD2F6/8oG7/lY4YYxhme+PcB7Ky4XzBX0hzBDZWWjCb+f8i3iCjyyhybrvb0Ox6pbfe7vEtAxamVIYWcxarfgMljs+OPnu/HCykPY4yexTUW90e+8Pc85cQCQIPCq+BNW4cavJ06QZdNzu/J693lm9cjG2WQUb5scqxF5vCNCxAn+FmWn7Dx97YWnuI+AqNR2IREXZgJ5m0YEB8dx0Gq1ZNsIh8ZRHsiu8kG2DT9alRIXDskWLfvXVUMxMCcBHMfhn1ecxadU/+jX49hx3HfiCCCwcMr2xlGnVvJzqio7wRP3zd5Kfi5bj6QYzJvUK6D9cgQewxX7q0ShlEIhCoDPaukiP0WP0QXJomVHTrf4PJYrKUeShPhzEcj14RlOufNEg89tXZxsNPpNCqKXCO+MF8zb8yesPLHYHCGJvkDDKYVz+gBxaKnVQ1yYrXYv27o8jYBYHLZHe3Mf5cLXnLiuDKf0FG2d4YmT+7eDRFyY0Wo79iaQ8I1Op0Pfvn2h03VsvgPRPaBxlAeyq3yQbeXhutF5fDbBO88pxKVDc/h1+al6PDqjP//5y13+s/EFEk4ZyDi6RFBVk0nW5AurD57Cw5/v5j8/ceGAgIsOXzA4G5q2OnzvbDiG5bvdtpnSP0O0rWe9Po7j8Pmd4/Hf64bxy45W+xZxrjIE/uYNBWLXGIGI8wxn88WpJhPqW30nhJD0xOmEnrjAjtNqtmHKC2sx6h8/8Z5Bq92B3WUNMNsCyyroTwAKRVx1s/jlgEmQ5MVTlN0wLt/LtmqlWwzYHP5FnN3BUFLTigc/3YWBf1uJR5fs6XTxxHzVietC95enDTrDJnL/dpCIIwiCIAii0xial4RP7xiPt+aMxJ8vKPJaf/WoXP7vfR5JTzypbg49nBIQzzcTthlO9pQ14O5FO/k5UFcM74ELh2QFvH+vtFjcM9WZEMPmYGht8+b0SIrhM1f6g+M4jMh3e+N8eeJMVjs/n8ufJy4QhIWqAy1+bbUzvwJTak6c0BPXFKBnbcn2MpxsNMFsc+D2hdsBAE8t34/LX/sZt324PaA2PEMfhbhEXGlNK+YL5vQB4kydnmF+fzjPu1yHSiDK2wunvGPhdkx9cR1fxmPJjnL8+6fDfvcJNz7DKbvQE+d55CiYEkciLtyYTJ2X2epMwWg04sCBAzAa5Z+rQMgHjaM8kF3lg2wrH2N6pWDGoCzJcKN4nRqFbcXED1Y2+01U4ZoTp1EpfHqNAhlHYZ22k43hH+8GgwX3fLyT97pcMjQHL1w9NOhwq7un9EZBqjhUsn9WPHoIQi1dxculyEmKgbYt2+GPB07h+rd/9arTJiwGnhTjWxwGYldhOOWpJv8iblRPt8A86Kden17CExcv8MTNXbAVtyzY2m6dNoNASJ1uNsNss+OTLScAABsP1wSUyt+fYHSN9dPf7PdaJwqnFIiyv7R5Zj1tK/TE+QunbDRYsbr4tNfyV1Z3sojzUey7S4VTF4RTyv3bQSKOiAgc7YQPEJEBjaM8kF3lg2zbNQzNTQLgfGA95CONPuAOp0yP8z83q71xzE6St8zAk1/vR0Vb0pSRPZPx8jVDO5QwRKtS4p4pfUTL+mfF4/LhPTAgOwFJejVeumaoz/2VCk5UF2/zsVq8sOKQaBth7bP2PHHt2VUYTnm6yb9dJwtKStQLhKTQy6hTK0Rj5UJYosFqZ1h7qBpf7/YfiisMwQSA7aX1os8tAYR/BjIn7rCEx1PoiRMmNhGWExDaVq0IzBO3v9K/57qzYALF1F3qxHkeORoSm4RUJ27v3r1Yu3YtKioq0NjYiPj4ePTu3Rtnn302Bg8eHK4+EgRBEARxBjGkRyI/H25vRQOG5CZ6bWOxOfiH/Y6WF3AhLLZ9MswZKhljWPFbJQDnHLNXbxjuNWctGC4f3gN/WuqusdY7PQ46tRLfPzAJNgdrt+2sBC0OVro/L9tVgacvG8R7s4SeuMQQwymFoY+nPETcRUOywcDw/b4qzBnXEz2SvQueJ+hUMFndYmZYXhK0Kv+eOBcV7Yyj5zO85/zLRoPVS+h5EuicOE98zYnzNXYqgSfOM5ulEH8vPDoTX3XiujKc0tPz1pVJVsJFh0Tc6tWr8cgjj2DvXudNxGUI4VuwUaNG4aWXXsKkSZPC0E2CIAiCIM4UzhKItr1ljbhRoi61cI5VKPPhAI8yA2H2xDWZbHzI3Fm5iaLQzY6gUSnwzyuG4M/L9kGjUmBSnzQAzmcwYdidL87um461h6pFy95afwyPtCWUaTAIPHF+wikDwVc45eR+6fj3tcOgUnAond6KXmmx+PWYdybSRL0aRosdrqEemO0t5gGn2PPEYPafnMTo4Wn7Yke56HODwYo8P7XsGWN+axma/YgtcTilUMRJj59Q3PkTce2FkHYWvurEdaVw8jz0GemJe/fdd3H33XfDbrcjJycHZ599NvLz86HRaNDU1ISjR4/il19+wbZt2zB16lS88847mDt3rgxdJwiCIAgiGhmUkwgF53zQ2lshHSIm9OykhyjihOn7PeeIhYpIFOlDE0UurhuTj8L0OKTFaUT14wLhxnH5MFrtqG4244NfSgEAr649glNNJrxw9VDxnLgQPXHCzJvCchCT+6XzoYOu8E7hvD7++DEa3Dc1H48t3YcYtRK3nS1djkHKE9deghOjxX8oqDCsVIpWi50XAqN6JiM1ToOqRhNfwN7c5kGUmlsnnI8nLDEgDKcUIs5O6Vt9GCy+havDwaAIoeZfMIgSmyi7Szil/6LqkUhQIm7v3r245557oNFo8Morr+DWW2+VjEG3WCxYsGABHn30Udx5550YP348+vfvL9Fi9KHRhOcGTbjRarXo3bs3lW+IcGgc5YHsKh9k264jRqNEv8x4FFc14/dTzTBZ7V6p+FcdOMX/7VncWkgg45iZoAPHOd/Wl9UZ8cy3B9BisuHPFxQhRqPEK6sPw8GAR6b3E2UKDATh/C6potsdRVgAOhi0KiXundoHjDGU1xvw00FnIowlO8rx5CUDRYW2k/yUGAjErkJPnNBzGi/hOctLiUH/zHgcEhQxT9KrcfXIPGQm6JCTFCMS20KkPHFN7SY28T/nTShmpRCGUqbFafHmnJFoNFox9OkfATjDJBljqJUolyD0xEmFU3raVhWgJ67Vj2ew2WzzWzIirPioE9eV3q+u8MTJ/dsR1J3o1Vdfhd1ux5dffol58+b5nESs0Whw55134uuvv4bVasXrr78els5GAgoF5YoJNwqFAjExMWTbCIfGUR7IrvJBtu1ahvRwhs7ZHQz7T4qzFZqsdny6rQyA00tx6bAcr/1dBDKOGpUCaXHOB659FY14b1MJPttehnkfbsN9n+zC6+uO4s31R/ljBkO9wBOXHCZPXDjgOA6v3TiCz1YJOOeBBTonLhC7SmWSBKQ9ZxzH4Z9XDhEtUyo4KBQcpvTPQL9M31k3EyTESVM79eJMfrxWANBgtOJUkwl7yxskwwCFSU1colRoS4vNjgaDlS/XIDq2VTo7pasOoKdtxeGUgXvi+gtsFkpR82Bx+KgTF0jGT7nwHMLOCO2U+7cjqNY3bNiASZMmYfr06QFtP3XqVIwfPx7r1q3rSN8iEqu1e8QjRxMWiwUnT56ExeI/tIHo3tA4ygPZVT7Itl2LcF7cvvIG0brv9lairs3DccHgbGTE+w4pDHQccyTCEneeaMBPB90ev2/2nPS5/y9Ha/B/3x1AWZ1BtLxBJOI6yRMSIFqVEleOdNflazRa0WgMbE5cIHaN8SHipDxnADA8P5kX7wAQaPCflGev3RIDAsEzplcK/nnFELx0tTuzZ1mdAee9tB6Xvvozvt1b6bW/0NPnEqUapVDEOfD+zyWSx/ZVJ07dJgI9basWCCGbH0+cQTDP77/XDcPw/CT+c6BF0MMB8+GJ69I6cazzwynl/u0ISsRVVFRg2LBhQR1g5MiRKC0tDWqfSMZu9/9mhwgeu92Ouro6sm2EQ+MoD2RX+SDbdi1ntZUZALznxS3cXMr/ffOEnn7bCXQcA0k4srW0ji9r4IIxhjfXH8WN727BOxtLcM/HO0UPjHWtgnDK2O7jiXMhzMDYZLIGPCcuELtKFeYGpD1xLl69YTjitc79/HlYhcSolSKxALQfTikUUi9dPRTXjclHXoq7Bt/7m0rQ3BaeeP/iXV77S3niFAqO78fOEw3435oj/DZzJxS4j91OYhNP26okPHFVjSbMev1n3PPxDn6umVCYThuQKTrfAi22Hg58Ffvu0nBKj8+dUT1G7t+OoESc0WhEYqJ0ZiBfJCUlobW1Nah9CIIgCII4synKjucfaveWu0Xc7rIGPnnEoJwEjMhPltw/WDwThNw2qRe0KgWUCo73aDAGrPytit/G4WB48uvf8M8finnvw76KRvxytJbfRo7EJuFEWGOtyWgLa2KTGLWvcErfKRl6psbi+wfPxtK7J2DW8Fyf2wnhOA6f3D4Ot07sxScHaT+xifsB2+UxFH5ffwlEPNsXfh9fyUn6Zrrr8/msE+djvqXao8TA3vIGjHtuNXadaMD3+6qw4bAz26hwTlyMWinyLr+1/linhTOySAin9JJ1kUdQIs7hcEClCi6hpVKpjIpaDARBEARBdB5alRL9s5xzeo5Wt/Bzej7deoLf5uYJBX6LfAeD5/ytJy4cgA1/mor1j07BPy531779bp8ztM7hYPjr179h0a8n4Mmb64/yf9d343BKQMIT1+bB0igVPkVYoCgVnKSo8SfiACAvRY+RPYMT52N6peBvlwzE0LYwXJPVAbPNtyekWSB4XGMfTOIPoSdOOCfPl4grTHOLOOE5IZzj5qtOnHB5g8GCa97aLFpf3Va+weWJ06mdLx+E3uVNR2rw+roj6AyEWk3Yd1tnuL984J2dsos6EkZotjZBEARBEN2SoW0hlYy5vXFbSpz1xDQqBS4dGli4XSBM6J3G//2PywdDoeCQmaBDbrIeA7MTUJDqDLXbWlKH6mYz3txwFJ9scQo4BecMyctvC8fbeLgGv7WFgIqzU3ZHT5xAxBmtaGwTGIl6dVgE8lk9vCO4/IVThkqi6PtIzwP7dOsJbC1x16XTtRUQj9MG7qgQiTihJ05CiGlVCgzMTkBWgtMztv9kE46cdmbhNAdQYkBY7HvF/ipRAXThepeIi20LY81OEnuXt5XWt/OtwoVbIQmLs/srgC43nqItGhxMQYu4cL3x6u7U1dUhIyMD5eXl7W8sIFhPJdE+KpUKqampZNsIh8ZRHsiu8kG27XqEoZI7j9ejvtWCkhrnFI3BOQleZQekCHQcJ/ZJxbOzhuCZywfjxrH5onUcx+HCIdkAnA+D//7pd7yxzultU3DAv68dhitH5uJ2QR2z9zc5k1qIEpt0yzlxgnBKk433xPkrLwAEbtc/zSzyWuZLrIQDT8+iFH9etk/02VU/Ta9RItDH3GaTd2ITwPu7zRnXE2/NGYlEvZo/rxgDH3JrlSgx4GlbtSDL4c9H3KG6LtYdqsZfv9qHE21JdfRa53XRMzVWJCrrJModyIFQHwkzdkpl6uwsuqLEgNy/HUFfRfPnz4dSqQz439///nc5+i0rjY2NuPzyy1FdXR30vvRjH37UajWys7OhVne/MBQicGgc5YHsKh9k265nhCCkbueJeuwua+A/Dw9wLlyg48hxHG4Ym48543pKvrC+fkw+/0D8yZYTvCfmmlF5uGxYDwDAVSPzeE/Qt3srUdti5hObqJUcYn1ka+xKhJ64mhYz781pL7QwULuO6ZWCK4b3CL2jAeLpWQwGjuN4L5YQpUSRbKnEJoCzTIOL3umxeObywZjSPwMAMESQcbW6rfi51Jw4T9uqVf6V5fI9J0Vhva7vEKdV4bUbR/DLPZPyyIVQHwlftHSlJ84ztUlnZKeU+7cjaBHHGAv6XySxfft2jB49Gg0NDR3an7KYhR+73Q6DwUC2jXBoHOWB7CofZNuupyBVj5Q279WusgbsPOEOBxOmT/dHuMYxL0WPWyYViJapFBzundqH/xyjUeLa0XkAnEWcP9texnvikvSabhnNJPRcnah1l0doz2sYjF3/fvlg9Mlwzgm7cEhWB3saGCmCfnvWF3zpx0O44L8b/e4fq/UW2nYH4zNAuiitdSftE3riUuLcxx9bmCraR1gK439rjuBkg1HsiVO5s1MKbasKst5YbrJ7Ltz5AzMxuEcCAKCmxdIpyUWEAkmt5HgRfKZ54rpVdkqHw9Ghf5H0A7hmzRpcd911WLp0aYf2pzpx4cdiseDYsWNUqynCoXGUB7KrfJBtux6O4zCiTaw1GKz4ancFvy5QT1w4x/HeqX1EIuHKEbmitPQAMHtsTz4k7+NfT6C2xXnc7pjUBBBnpxQKk5R25u8FY9c4rQrf3DcJ7908Cs9feVbHOxsA5xZl8H9/vOUE70w4Wt2C/605goOVTb52BQDE+pgXJ/TqHT7VjI2HawA4PZY5grlnE/s451ZmxGtxz5TeojYyErSiz48s2SOa3+aaP+ZpW2F2ykAoSI0VfU5vK2RvdzDUGeS/n3kKJldIpb9EM3Ljqdk6w8kk928Hxf558Kc//QkAzqjadgRBEATRXRmen4yfDp4GAJTVGQE4H5ClinPLTYJOjb9cOAAPL9mDJL0a953bx2ub/FQ9pvRLx9pD1ahoMPLLu2N5AUDsiSuvd/c33PP3YjRKTBuQGdY2pRjcIxFDcxOxp7wRByubUN1iRka8Dj8fqQlof1/JTRqMVt4mewQlL26eUCBK3vHUJQMxfWAmRvRMFtkW8BbGvxyt5ZOdANJeQMB31kpfFKSJRZxwLBuNVqTFaT138YvdwfDokj2objHDwRhaTDb87/oRyE/VS24vlEcc58xQarDYuzixSeeHU8pN2EVcWVkZDh06hLy8PPTv3z/czYeE0WhERUWF5Lr8/HxoNN3zBksQBEEQZypSdeCG5yd1WWjilSNzcVZuIhJi1MhMkBaSV4zIxdpD4nn17Xm2ugqdWgmNSuH1gJ0S2z09h4EwMCeRF1qnm4ITcZ6lJlw0Cjxxda3uwtn9BPXfAKc3zTUHzhOFxNy6qibnPDWVgvNZJ04VpIgbkJ0g+iwUpsJacoGyZHsZlu0SPz//Z/XvePmaYZLbC71cCk7oietG4ZRdOT0vTHQoPdDChQtx0UUXYdu2bfwyu92OO+64A7169cKMGTMwcOBATJkyBZWVlWHrbKhs2bIFffv2lfx34MCBru4eQRAEQRAeDM1L9EosEWgopVz0zYz3KeAAYFhektey5G4sijw9RkD3LIcQKOnxbk9TdYtTcO080SC57ftzR4k++/TECcIQawVZHlOC9Fj6ShjjzIwp/WJCLSH+/OF5/glDRFtMwYs4qdIEq9u841IIBRMHd8bOrvTEeYZPRoMnLmgRd/vtt+OWW27BihUrcOKEOxPOk08+iXfffRcOhwPTpk3Deeedh40bN2LatGndZj7BlClTfCZfGTZsWFiO0R0nLUc6HMdBqfR9cyMiAxpHeSC7ygfZtnug16gwIDtetGy4hEjyRVeMY25yjNfDfXcNpwTE8+JctCdOuvP1IRJxzWYYLDY+G6SQt+eMxLlF4hBPqUyUgIcnrsX9XJsaG1xo4us3jpAsZC4UWp621QZRdH3+JQO9voNQmLZ0wBMnJXjyU6RDKQFxYW2O4/hw0y71xHl+7gQNJ/e1EZSI+/HHH/Hee++hsLAQS5YswcyZMwEAp0+fxssvvwyO4/Df//4XP/74I1auXImPPvoIxcXFePPNN2XpfHdEqw3uYibaR6fTYcCAAdDpOn/+AxE+aBzlgewqH2Tb7oMwpFKp4ESp2tujK8aR4zic5dHH7prYBPDhiWtHxHXn6yM9TizihHP9XM/V8VoVxvZK9dwVdh86QxxO2XFP3MQ+aVh69wTo1OJHcGEYp6dtswOc//n8lUMwd2Ivr+WicEpL8CLOMzMn4AyT9IXIE8e5Syd0RECGDc9i316yLvzIfW0EJeI++OAD6PV6bNq0CVdccQViY50TJ7/++mtYLBb06NED9957L7/9DTfcgGHDhuGLL74Ib68JgiAIgjhjEIq4oqx46CVqeXU3zspNEn3u3p44bxHXXefwBYKnJ05YOuH+c/ti+X0TsfrhyUiUENa+shY2COq/1QhEXEfFuWeyEl9hnIAzkY8vD6EQXyGwonBKc/AZIu0SNvHnVXOIRBwHg0A4CpP9dCbeiU26pBthJai74C+//IKLL74YmZli1/Pq1avBcRwuvPBCKDxqWUyaNAmLFy8OuaNbtmzBxIkTsWLFCpx33nmidbW1tZg/fz6WL1+O06dPo1+/fnjwwQdx6623hnxcXxQWFoo+m81ON31zczOMRvcJqlQqodFo4HA4+G2ExMTE8Ps7PGZZqtVqqFQq2Gw2r9IFCoUCWq0WjDGYTN7FG3U6HTiO89uu3W73CnXlOI5/cyD8Hi60Wi0UCgUsFotX6QiVSgW1Wt1uuyaTyesmqdFooFQqYbVaYbOJ39TYbDZUVlYiNzdX0jXtsqG/duWyob92ge5jw0DPw3C3K7Sh0WhEVVUVsrKyoNVqQzq/w2HDSBsbX+ehzWbD8ePHkZmZKYoEOJPuEeE4v6XOQ9e9Jy8vz6tNgO4R4Wg3UBsOzdFDreBgdTCMLUiC2WwO+B5hMBhE957OukcUZcSI1rtEUWffIwK5z8aqvX9bXeIk2HtPd7hHJKjd66oaDSipbuY/Z8er0DdVC4Dx/ROe3xYfafBfXvU7RuTGYWR+EmrbimYnxaihUio6dp/1EHE6Fcf3x2q1oqqqCvn5+fz3zIzX4mSj+Bg3jsnDx1vL+M8pOg5Wq9XLhmrO/Z1cc+KCOQ8tVm8PWoPBIhpfkQ0FY2ezWvnkLQDww55y3Dgml/8crntEe88R3olNnAvkfI4wGAxISkry2iZcBCXiTp8+jYKCAq/lmzZtAuCcc+ZJQkICmpubvZYHw+HDhzFr1izJenOtra04//zz8dtvv+Hee+9FUVERPv/8c8ybNw9VVVV44oknOnTMgoKCDtWQOHXqFI4ePcp/TkxMRF5eHqxWq2i5i8GDBwMAysvLvU6G3NxcJCUlobGx0StBTFxcHAoKCuBwOCTbLSoqgkqlQlVVlZf9s7KykJaWhpaWFpSVlYnW6XQ69OnjTJl87NgxLxv06dMHOp0O1dXVqK8XT3RNS0tDVlYWjEajV4kGlUqFoqIiAM7yDZ4/UgUFBYiLi0NtbS1qasQZpOLj42GxWGC1Wr36y3EcBg0aBMBpQ8+baF5eHhITE9HQ0ICqqiqvdnv27Am73S5pwwEDBkCpVKKyshItLS2iddnZ2UhNTUVLSwvKy8tF62JiYtC7t7M2jFS7ffv2hVarxalTp9DY2Chal56ejszMTBgMBhw/fly0TqPRoF+/fgCAkpISr+uhsLAQer0eNTU1qK2tFa1LSUlBTk4OzGazV58UCgUGDhwIwJld1vMmmp+fj4SEBDQ0NODUqVOidQkJCcjPz/dpw4EDB4LjOFRUVMBgcL4JddkrJycHKSkpaGpqwsmTJ0X76fV6FBYWgjEm2W7//v2hUChQVVWFpiZxzZ/MzEykp6ejtbVVNG8XcN5c+/btC8BpQ88fhN69eyMmJgY1NTWoq6sTrUtNTUV2djbMZjOOHTsmWqdUKjFgwAAAwIkTJ7xu+j179kR8fDzq6upQXS3OWBfqPUKr1cJqtXqdh2fSPSI5ORk9evSAxWLx+q6h3CP0ej3/Ay9VdobuEU7CfY9wIbxHtFafxF8mp+NonQUzchkqKiqCvke4xqGz7hHxFrH9XYlNOvseEchzBLOIba/gAH2bsPN1j4iNjZW893SHe0TjaXfSjfLqRsSr3OOoMNTh6FH39/W8R7S0umvleTJv4S4svT4ftW3JUhK07uLcwT5HeERTglnd155Wq4XFYhGd30kaBuEv5aMz+iNHa8HHgmXm+irUxcHrHtFc6z4vXNkpg7lH1DV6P8c3Gt33W897xKnT7n1rqqsxrV8qvtvvPK9Pna7G0aPue0i47hHtPUfYPa5ll2dO7ueIbiPiNBqN1w9gSUkJTp48CY7jcM4553jtc+rUqZC+wJdffol58+Z5XeguXn31VezatQsff/wxbrjhBgDO5CszZ87E008/jTlz5vh8ixoKng9xO3fuxMiRI5GZmcn/OAPOhzvA+bZAuNyT3NxcyTcMgPMGrteLJ5C6PJ4KhUKyXddxs7KykJEhTnXrajcuLs5rX6Gny9PbCIAvw5Ceno6UlBTROpXKeToJH1Ck2pUSyK52U1NTkZgonkdgtVrR3NwMlUrVrg19tZuUlMSH/7pw2VCpVEq261qfnZ3tc2ykbCj0Rku169o3MzMTaWlponUuG+r1er827NWrl8/vmpaW5nXNuc4HrVbr14Z5eXl+bRgXJ06l7GrXlw1dfe7RoweMRiPKy8t54eGyQ0JCAv8Gz4XLhhzHtXt+p6eni9a5bBgbG9uuDT1xvU1OS0tDcrJ44rmrXSkbCtsVvjl14bJhSkoKEhLEqZ9DvUe43j667OriTLpHuL6LRqMJ6z3CarXixIkTPm1I9whxu6HeI3zZ0HWPEO4ezD0iISFBdO/p1HvEUrfAcWUl7Ox7BND+c0RuRgpw2C0yUvQa/vv4ukf4uvd0l3tEnPYkWsx21Jk51Jnd+44Z1FtUm01Ibm4uUhJqgUrns26PJB0qGtzPvWY7Q1ZeTxhtTnGUGu/87erIc4RGJc7umJ6cwLdhsVj4F2iuZblpBhwQCPw7zilEyelGACX8suED+/JjLrxHtGgbATiP55qXFsw9gtvYCED8/G93SF97eXl5SK9WAHAKuYyMdAxKiOFFXEJyCnr37slvH857hBDPewTHlUE4Mc711eV8jvC85sJNUCKusLDQKxX/Dz/8AMD5VjcnJ8drn7Vr10p+yUC46KKL8P3332PgwIGYOXOmZFjmhx9+iOzsbFx//fX8MoVCgUcffRSrVq3CJ598gscee6xDx+8IarXa60Ry9UlquQt/CVFUKhV/QnnCcVyH21UqlX739bfOX0299tr1N9FTrVbzF6Un7dnQX7ty2dBfu0B02TCUdrVaLX/z1Wq1om1DGZtQbBhpY+PrPHQ9SHna1QXdIwJrl+4RTrryHuGLUO8RLm+D5zXSGef3+MJUbD7mfJjNSnQu64427JEiFt8pcRp3ZsQO3nuArj2/+2TEY3dZA042mkRhiD1SE/mU91LtPnHxIKz5fT0YA169YQRmvf6LaJvtZW5PXVxbQpiO3CM8+5Cg10i24VqWnuBex3HOcMye6WLBLxQNQhsmxbtDDU1WO/9dfeF5Hlrt3pFpVoeDD3UU1p7T6XRQqdz7ajUa6ARzWBknPbZy3yM8v4GjbYmczxFSEYThJKjEJhdeeCHWrFnDh0+2trbi1VdfBcdxuOaaa7y2f/fdd3Hs2DGvOWyBUlxcjGeffRY7d+7kQ0SENDY2ori4GGPGjPGaKzV27FgAzrl0BEEQBEEQnc2/rx2GuRMK8PackX4TV3Q1Z/cVe3wjuUaciz/N7O+1LFaj9CngXPROj8Pah6fgpz9OlqxHuL3UHUarCyL1vycalXjf2HaS9aQKsmC6vEhalRIXn5UNAPjj+d7PyfyxBPPvLL7Sb/rBaPUWI4w5s1a+uuYwBs9fifnL97vXCbZzZqd0f9euqhUXjcW+g7qjPPTQQ3j99ddx/vnnY9y4cThy5AgqKiqQnp6O+++/n99u7969+Oyzz/Diiy8iLi5OlLEyGA4cOOBXeVdUVIAxJhkumZCQgPj4eJSUlEjsKR++3qARHUej0aBnz55+35YQ3R8aR3kgu8oH2TY66MpxzErUYf6lgzr9uMHSOz0OaiXHe1wCyYTY3a+PCb3TMG9SL7y3yf0cGGiG0IK0WJ/r9pa756nGhCLilGIbxwhKDEjZNjVO+nn4f9cPx98uGYiMeN+eNaFw7YiIMlml95n28nocb8v8+cEvpfy5Li72zUEt+K4dEZHhwLOkQEfyXgSL3NdGUJ64tLQ0rF69Gr169cL69etRUVGBvLw8LF++XBTXPH36dPzzn/8Ex3FYtGgRsrKyOtS59mquuSZ8e8bgu9Dr9Wj1M0FVDpTKjl/QhDRKpRLx8fFk2wiHxlEeyK7yQbaNDmgc24fjOJHX6fdTLX62dhIJdr12tPglvyu5TDB4CrXd5Q0+1wWDV3ZKQVtStp3Yx13T7uqR7uyOHMf5FXCAhyeuQyLO6YlL0Kkwobe7H8cFpRuE24kEExe6iAwHXp64TigxIPe1EZSIA4Dhw4dj//792L9/P3bt2oVjx47xoYsuZsyYgbvvvht79+7FpZdeGrbOetKeimaMeZU8kBvPbElE6FitVpw6dcorfSwRWdA4ygPZVT7IttEBjWNg3DPFncDhjnPaz2UQCXbN9Ehg0pEw0Q9vHYMp/d2JL4QiROg9CxZPEacVCB0p2/bJiMdLVw/F3AkFeOyCoqCOJRJRHfCEucRZWpzWb43GeoMz66pQICk4LuDjVzWa8OCnu3DF6z/jeG14nTBec+I6wRMn97XRoQBtV+2c6upqGAwGjB07ViSWPvzww7B10B/x8fEA4JVy1IXBYOhwUpWOQiIu/NhsNlRXVyMhIYHCVSMYGkd5ILvKB9k2OqBxDIwp/TPw98sG4UStAdeNyW93+0iwa4JO/JjbkYLrY3qlYEyvMbj1g21YUyzOKBnanDgPESdoy5dtrxyZiysFXriOHMvaIRHn4Puo9TOnsMFgRXZijMjtxUEsUH154lYfPIV5H27nP//x8z1YeveEoPvqC0/HT2d44mw2m6zXRtAibunSpbj77rtF9SMKCwvxwQcfYOLEiWHtXHsUFBSA4zivGiWAM9SypaVFlvICBEEQBEEQ0cZN4wu6ugthxTPpnauAeUdIl5iTFs5wSn/iKFTUIYRT2h2M957p1ArR/DZPXJ44z8QmwuNb7Q489sVebD5Wi/9cNwwj2sJ4H1i8S9TWjuPSpcU6irdo6wQVJzNBnTFbtmzBddddh5qaGmRlZWH06NFISUnB0aNHMXPmTBw+fFiufkoSHx+PAQMGYNu2bZJ9BYAJE8Kn4gmCIAiCIIjIJBShlBbv7cXThxBOqVGJxZCcIk6l4ODSs0IRZ3cw/HykBqebTT72BMw2d2bKGLX/7J6NBmf4oCixicecuD1lDfhsexlO1Blw83tb+eWtFnnT8XvSGZ44uQnqjHn55ZfhcDjw5ptvory8HL/++itOnTqFZ555Bq2trfjvf/8rVz99Mnv2bJSVlYlqyDkcDrz44ovQarWi+nEEQRAEQRDEmUkoSTXSJDxxulBEnJ/EJuGG4zj+eBZBzbd3Nx7Dje9uwaX/+9mnbYSZKXVqpZcHUYjLYyecb6YQHBuAqGZfs9nWKVkipY7RGXPi5CYoEffrr7/iwgsvxB133MG7qBUKBf7yl79g7NixWLdunRx99MtDDz2EgQMHYu7cuXj00UfxzjvvYPr06Vi1ahX+8Y9/dDgzZkfpzlmaIhWlUonExESybYRD4ygPZFf5INtGBzSO8hApdhXNBwvB/SIl4uQKp5TDtryIE3jWnvuhGABQ1WTCXkHWTSHCGnHOcErf0sFVosJTH/nLTrm1xFl3b3APceHycCKl1xyd4IrrVtkpT58+jcGDB0uuGz9+PE6cOBGWTgVDTEwM1q1bh5tuugkLFy7Egw8+iNraWixcuBCPPPJIp/enu07ujWQ0Gg3y8vK6bS0aIjBoHOWB7CofZNvogMZRHiLFrq9cN4z/+9aJBR1uJ+wizjOxiaD4txy2dQkpX9khq5vN2HS4Bra29RUNRuwpa8BXuyr4bZL0Gr9hn66kKeI5cZxf4bfw1+MA5C2+LeV16wxHnNzXRlCJTSwWC2JiYiTXJSYm+swSGQ7mz5+P+fPnS65LT0/HO++8g3feeUe24weKIxpKwHczHA4HrFYr1Gp1p5eMIMIHjaM8kF3lg2wbHdA4ykOk2HX6wCy8OXsEEmLU6JMR3+F20iXmxMVoOv69PcMptWr3Zzlsy4s4H2GTd3+8EwBw5YhcrNxfhRazd7b1vhlxqG2x+DyGSwAyUTil08uo1yhhkJj3pm2zg9TxwoWUXuuMcEqHwyHrtRFUy4HUZTvTsVh8n9xExzCbzTh8+DDMZnNXd4UIARpHeSC7ygfZNjqgcZSHSLGrQsFh5uBsTOidFlI7knPiwlhiQCfwxMlhW5c3zGr3/6y+dGe5T0HVNyO+nTlx3uGUHDhwHIfC9FjJfRqNzmQorXKKOKlwyk6QLHJfG9331QlBEARBEARBdAPidd7TZUKbE+eRnVIt7yN5e564QEiJ1fjNTukOpxTUiWv7mvkpesl9XOGdzR4iriBVevuOwCR8cWdcYhOCIAiCIAiCONNQKjgv0RYTQnbKzqwTBwgTm3RcxMVpVYjxIzZd4ZQ2hzg7JSCe8yfeh8Fic3j1K04XdClrn0jptSjQcMEX+/7qq69QWlrqtXz37t0AgFtvvdVrHcdxeO+994LuHEEQBEEQBEF0B+J0KlG2xlA8cV7hlDKWGADciVQsdgcYY16F0AMhVqvEtAGZ+OeKYlHpAReucEphaGR8mxhTKqSPZ3cwyVDKUMSmJ9LhlJGv4oIWcbt37+YFmxQffPCB1zIScQRBEARBEEQkE6dVobrZPc8pJBHXyZ44reB4VjvzKjYeCLFaFVLjtPj2/kk47+UNXutdnrgWk1uUxWnbRJwP0Wh1OCTn4IVVxEVpOGVQIm7BggVy9SNq0Ol0Xd2FqCMmJsZnaQsicqBxlAeyq3yQbaMDGkd5OBPtGqsVi7aEmI6XlfLcVxhuKIdtRbXa7A6/c9t84RKavrJ8uubENQtFnMsTp5QWcTY7kxRxroQn4UAynDJsrfvGV0b/cBGUiLv55pvl6gdBEARBEARBdFtiNe7HZo4LLQRyQJa4uLVnopNwoxPMZTNZ7byHLBiEIZhjClKwtbROtN6V+VKYpCS+7TgqH+GUNoe0iKs3WPHOhmO4/ZzCdvv19Df7sb20Hv+66iwMyPYuGi4l2BhDh8NKuwuU2CTMUImB8GM2m3H06NFun8aY8A+NozyQXeWDbBsd0DjKw5lo13hBsg11iPW/+mbGiT4LxYQcttULBKjB7F2vLVheumYoHjqvL166eii/zCoVTtlmM4UPsWSzO7DjeL3kuv/7/mC7/dhb3oAFP5diX0Uj7vhou+Q2vkqgyR1RSSUGIgwq9h1+HA4HjEYj2TbCoXGUB7KrfJBtowMaR3k4E+0aK/BeqUL0nOnUSiTrnSGVnun35bCtXpBJs9Via+uDWwYk6YMLDc1L0eOh8/phSG4iv8wl4hraQiGFGT39eeK2ltRJrgOciU/8UVpr4P8uqzNKbuOrCbnnxcl9bYQvfydBEARBEARBRClCb5IvURIMS+4aj0+3luHSYTkht9UeIk+cxemJcyUPOSs3EQ7G0GDwPQ/t/IGZksvVHglTTjebcKiqCQCQlaDjPYw+58Q5HPitohEAkBijhl6jRGWjiV9f22pGRrzvfBMBJUDxKeLa37U7Q544giAIgiAIgmgHV2FqwLtEQEfokxGPv148EGflJoXcVnsIk7IYLDbYHYwXMWqlAqp2wkMfm1kkuVwoZq12B36vauHbFQo/X9kpbXbGe+6yE3V4+ZphovWnm/yHJAYi4qSyUwKRn6GSRBxBEARBEARBtIPd7n7ob0/0dDeEnriaFrNI/GiUinYTq+h9FDYXilmr3YHKRndIY6+0WP5vX55Lq53xYZhalQLje6dizrie/PqmdrJUWmztz+/zpdXk1nCusFW5iKwzMAJQqShCNdyo1Wrk5uZCre54Kl+i66FxlAeyq3yQbaMDGkd5OBPtahPMcfJVvDocyGFboSfuD5/t8fIqqpX+JYEvESfcr7zeiCpBKGRWojsMUulD9Jqtdl5MuQRhdpJ7v2aJzJVChOUMAOCDn0swZP5K/G/1YX6ZL60mtyfu5dUlsrZPIi7MkIgLPyqVCklJSWTbCIfGUR7IrvJBto0OaBzl4Uy0q9DrlBhCjbj2kMO2noXJhR4utVIBVTsiLsaHiIvVKhHbtu5gZROOVLfw6zIThCJOul2D1e1Jc9k3XpBAxlOkeXL4dIvo879WHkKzyYaXVv3OF2b3JdbkFnGfbC2TtX0ScWHGZpPXdXomYrPZUFtbS7aNcGgc5YHsKh9k2+iAxlEezkS7Pjy9P1xTu567Yohsx5HDtp7ZNI8Lsjpq1Qqo2/EsanyoMK1KiQl90gA4E4Ucqmrm18UJvH++PHHC7JOuY8Tr3AK5xeQ/nFJ4vB5JMXzSFgA41iYofWk1OROblNS0ytd4GyTiwsyZdDPrLKxWKyorK2G1+r+Qie4NjaM8kF3lg2wbHdA4ysOZaNfe6XFY/cfJ+PEP52BoXpJsx5HDtnWt4rZ+OVrD/12YFuu3ZEK8TuW3KPbgHHeZgRN1bnGoUQpFXPt9dHnihIXIpQqBu7DaHThW4/bEeZYjcCVM8ZXYxFf9uHDwxLJ9srXtgkQcQRAEQRAEQQRAYXoc+mXGd3U3gma6R4mAjYfdIm5gdoLfOXFvzxnlt+2sRC3/t9ATphXUofPliROi5j1xgYVTNhissAqSzZg8kpw0GCzOP7ogscmpZlP7G4UIiTiCIAiCIAiCiGLyUvSYMcgt5Pa11WYDgIE5/kVcerzGb9sZCdJ13IQhmIHU1XN54oRzD4UJWDwxWsSizTOTZb3B5YmTRs45cb7CT8MJiTiCIAiCIAiCiHIuG9bDa5leo0Rest5LZH12xzjkJOpw3eg89Mnw73lM1kuLPKEnThGAiNO2iTehoPQMkRTy3b5K0WfPTf/5QzF2lzX4SWzSbpc6THvZPsPBmZNSqJNQRFjdkEhAoVAgLi6ObBvh0DjKA9lVPsi20QGNozyQXeVDLttKZZgc0iMRCgXnlZ1ybGEqfv7zuX7nwrnwlakzaE9c2/ZKUQFx30rr+RXF7bb50Ke7sOi2sZLr5JwT52+OYbigKy/MaDT+Xc5E8Gi1WhQUFECr1ba/MdFtoXGUB7KrfJBtowMaR3kgu8qHXLbVqbxF3OMXDgAAyWLfgQg4QFrEKT2EoWddvbQ47+flmlbnHDah4LM7fIdTBkJprcGnN29fRSPOfXEd/vDZ7rALOrM1tH4HAom4MCOnqj9TYYzBbreTbSMcGkd5ILvKB9k2OqBxlAeyq3zIZVtPT9zInskY1pZlUxGgYJMiQecd2Oc5J0zp0X52YozXPluO1Tm3FYg4mw8BFoxtfIm4h5fswbGaVny5qwIbBIlewkHPVH1Y25OCRFyYMZvNXd2FqMNkMuHgwYMwmeTP9EPIB42jPJBd5YNsGx3QOMoD2VU+5LKtTq3w+TkrUTo5SSBIFQrXehzLM7ywR5K3iCvKcs69E84ns/kIp/Q3V07I2F4pPrdtMLgToTy+dG9A7QVKZ8yJIxFHEARBEARBEFGOZzilVvC5V1psWI+lVXl44jzCKfNSvEXcXy4a4LWtLwEWaFISBcf59OYJidWGN01IoCIzFEjEEQRBEARBEESU4xlOKfTETe6Xjuw2b9xjM4uCbvuBaX1FnzWeIs4jnDI1znu+34DsBADiOXE2wZw4o8WOR5bswWNf7PUqL+ALm8MRkKDSqb3nC7ZHTYsZO0/UY8fxOhyvbRWt6wwRR9kpCYIgCIIgCCLK8fTECT/r1Ep8fe9EHKluwbheqUG3PTQ3UfRZ63EsT0+cZzKUwvRYyW2FYugvX+7Dsl0VAIAJfQLro83BAvLEKTjAYnPgz0v3wmx34F9XnuXXO2ey2jHj3xtQ25aMRaNUYNOfpyIjXscfV27IE0cQBEEQBEEQUY5OI37s95y3lpGgw4TeaQHVdPMkxsOT5ZXYpB0R96cZ/fm/hXPshCUGXAIOAA5VNQfUL5udBZTh0mxz4J2Nx7BsVwW+21uJDzeX+t1+3aFqXsABzqLkTyzbx3+Ws5C4CxJxYYZS7YYfnU6HoqIi6HQdn3RLdD00jvJAdpUPsm10QOMoD2RX+ZDLtp7CytNbFgqeoZqeAjHOw6vl+Xnm4Gz+b5WEJ85iEwsxX7XpPLHaHT6Towix2Bz4SiAS1xw83c4e3m3+JNinMzxxFE4ZZgKtqUEEDsdxUKnoVI10aBzlgewqH2Tb6IDGUR7IrvIhl209n1E7Mg/MF3qNuL+egjE9Xuzk8JwzJ0Totdt0pAZGix21reLs756izhc2BwtofprZ5hBl0Aw10Umo9e0CgTxxYcZisbS/EREUZrMZx48fp/INEQ6NozyQXeWDbBsd0DjKA9lVPjrLtp4lB0JB7+WJE38ORsSpPEIv31h/FKebPUSc3bdIGtwjAUl6p6fOZnfgaHWL7463YbbZRd5Bg8Xmd/s/C0InhZiszoQrlJ0yAnF0gvI+03A4HGhubibbRjg0jvJAdpUPsm10QOMoD2RX+egs24YznNLTq+fpifMMn/RcL8Rz/twrqw/jdJO4Zp4/T9xnd4yHSuFs32pnePLr/b473obZ6hD1sdnkX8QJa8wJaTI6l5OIIwiCIAiCIAgi7LTnbQoGb0+cWGJwHIerRuYCAO44p9Crjpzntp54euLMfkRcrFYFdVtopC1AIWzy8MS1mDtmm8ZOFHEUzEwQBEEQBEEQZwD9MuPw+ylneGE4k294ZqeUEmkvXHUW/nh+P+QkxXjVVWuPUx6euLWH/CcecXnzAklqAjg9dquL3W2254nzRWeKOPLEEQRBEARBEMQZwOs3joBWpUCMWonrRueFrV3PsgRSIo7jOOQkxQDwPydOitNNYk/c8VqD3+3VbeGaHRWqLWYbalvMYEGWCmgytYm4TigxQJ64MEOZmsKPWq1GVlYW1OrA0skS3RMaR3kgu8oH2TY6oHGUB7KrfMhp2z4Z8dj6l/NgdzCkxGrC3r6L9ubb+ZsTJ0W9IbDEga52XclRrH4SoPjD7mAY+Y+fcMnQHPzv+uEB7+fyxAXqAQwF8sSFGRJx4UelUiEtLY1sG+HQOMoD2VU+yLbRAY2jPJBd5UNu2ybGqGUVcED7njZ1kJ44g8Xuc920ogy+btx7c0cBcBcMD7QUgS++2XPSyxvnzzvXZHSGYdKcuAjEbvd9khEdw263o6WlBXFxcVAqw5dJiehcaBzlgewqH2Tb6IDGUR7IrvIRDbb1l7gEAHRBZsb0J+JiNEpsfGwqGg1W5KXoAUCQ2CR0MWW1M2hU3gXIpbd1isbOCKckT1yYsVqlU44SHcdisaCsrIxq8EU4NI7yQHaVD7JtdEDjKA9kV/mIBtu2Fy6pUSnwr6vOwjn90vHVvRO91t84Np//OzFGjd1lDT7bWneoGgk6NS/gAO9acy6G5iX577gEnjXp/AlDR5t4o8QmBEEQBEEQBEFEFP5KALi4ZlQeFt46BsMkhNVTlwzi/3bNM/OFVHijSkJExutUGJAV326/PLF6fBd/8+xc2o1EHEEQBEEQBEEQ3Z4rRvTg/85P1fvZsn00KgUyE7QBbSs1v84VTilkRH4yrB1IOOLlifPThku80Zw4giAIgiAIgiC6Pf+4fDBUCg4mqwMzB2eF3J46wAyWUtspFVLLONgDLP4txDM5itVPG4428RbOGny+IBEXZqSqzBOhwXEcdDod2TbCoXGUB7KrfJBtowMaR3kgu8pHpNpWr1HhX1cNDVt7gZYhkNpOLTEnTqngcMc5vfHV7pNB9SMYT5xLuzkonDLy0GoDc/0SgaPT6dCnTx/odLqu7goRAjSO8kB2lQ+ybXRA4ygPZFf5INs6CdQTJ+F0g0oinFLJcRiYk4C7p/QOqh+ec+D8hlOyzvPEkYgjCIIgCIIgCKJb0V6tORdS0Y1SiU2Ubd65Kf3Sg+pHMOGUriQr5ImLQEwmU1d3IeowGo3Yv38/jEZjV3eFCAEaR3kgu8oH2TY6oHGUB7KrfJBtnUglJxmQncCLMRdSSUSkwikVbcsCFYcugvLEdeKcOBJxREQglT6WiDxoHOWB7CofZNvogMZRHsiu8kG2lQ6n/GjeGPw2f4ZomSPAEgOu2nHaIAuNGy2BlxhwhVNSsW+CIAiCIAiCIM44pDxmGpUCMRqxCJMScVJePAXXMU/coVPNos/+RByjOnEEQRAEQRAEQZypSGWddC27QFDCQEowHa1u9Vrmak4bpIh75tsDos/CUMkbxuZj8e3jRH1hjJGIIwiCIAiCIAjizEMqnNK1TK9xV0mTEkxbS+q8lik7OCfOE6EnLjFGDZ3a3Z7dwdAJ+g0A1YkLOxqNpqu7EHVotVr06dOHbBvh0DjKA9lVPsi20QGNozyQXeWDbOtE7SG2FJxbiAn1XaCiiRdxAZYu8IUwsYlawfFhmoBzLqOtAwXFOwJ54sKMQqpYBRESCoUCOp2ObBvh0DjKA9lVPsi20QGNozyQXeWDbOvEc16b0DMnzFAp5Yn7x+WDvZYpOzgnrkdSjOizUKSplApxXxjD7hMNQbXfUc7ss0MGrFZrV3ch6rBYLKioqIDFYunqrhAhQOMoD2RX+SDbRgc0jvJAdpUPsq0Tz7lrQg8aJ/B+SSU2uWFMvteyjpYY8MwUahV44lRKsSfO7gDu/WRXUO13FBJxYcZut3d1F6IOu92O+vp6sm2EQ+MoD2RX+SDbRgc0jvJAdpUPsq0Tz1IAwvDKS87K4f++b2ofr30VCg7xWvGsMZcnTiVRQ84fJpvvOnFqhQJChyljDDUt5qDa7yg0J44gCIIgCIIgiG5FvE4sU+pa3Z7J8b1T8fyVQ1DTYsG8Sb0k91d5hGMq2z4LvXiBYLLasb20Di/9+DtmDe8BrSCRiUrJ8eIQAD7dVhZU26FAnjiCIAiCIAiCILoVinbE1rWj83Hv1D7QqaWLd9s85srpBJ69uyb3hk6twOiC5Hb7YbLacdWbm7H5WC3mf7MfZpt4TpwiSM9euCARRxAEQRAEQRBEt8JzLlqwNJtsos9CsffnC4qwb/4MzJtU2G47Qi1osNhx9HQL/9kzO2VnQiIuzKhUFKEablQqFdLS0si2EQ6NozyQXeWDbBsd0DjKA9lVPsi2TsJdb01Yzw1wZrv0XBYIb204xv+tUipE4ZSdyZl9dsjAmX7ByYFarUZWVlZXd4MIERpHeSC7ygfZNjqgcZQHsqt8kG2dJMaoRZ+fuWxQSO1JhV16LtOpFTBZA6/zplZysHRRAhryxIWZMz2TkBzY7Xa0tLSQbSMcGkd5ILvKB9k2OqBxlAeyq3yQbZ1cPzYfaXFaKBUcPrltLOaMLwipPSmvm2cZg9xkPXqlxQbcpkqhQLxO3f6GMkAiLsxQnbjwY7FYUFpaesbXS4l0aBzlgewqH2Tb6IDGUR7IrvJBtnUSp1Vh02NTseWJaZjQJy3k9nSqwDxx79w0CrdMLECsRjphihC1kkNmgg43jvWuSyc3JOIIgiAIgiAIguh26NRKpMVpw9aWJ56eOK1KiT4ZcXjqkkEY3Sul3TbVbQXI75GoVSc3JOIIgiAIgiAIgohq0uO9xaCnsNMo3dIokIQlrlp0XZHchEQcQRAEQRAEQRBRzeAeiV7LPEWcsJB3IPXfVApF27Yhdq4DkIgLM8FWgSfah+M4qFQqsm2EQ+MoD2RX+SDbRgc0jvJAdpUPsm3n4R1OGZwnTt2FnjjKhx9mtNrwxO0SbnQ6HYqKirq6G0SI0DjKA9lVPsi20QGNozyQXeWDbNt5eHrizDZ3eQFlIJ64tvDLQLYNN+SJIwiCIAiCIAjijMNTfJkFNeICC6fkAt423JCICzNms7mruxB1mEwmFBcXw2QydXVXiBCgcZQHsqt8kG2jAxpHeSC7ygfZNjxcMaJHQNv1yYjj/7bYBZ64AHSZKzulghKbRD6Msa7uQtTBGIPNZiPbRjg0jvJAdpUPsm10QOMoD2RX+SDbhoeHpvULeh+VwKMWkCeOslN2D0pKSnDxxRcjKSkJBQUFeO655+gCIgiCIAiCIIgIIz9VjxvG5v9/e/ceFmWZ/gH8O2cGGRBBQAxExEQWhdQUShNLTWtRrMy0TUtdLb0Ubdut9be7UrtrpbZaa5unykNmuYZm5SF1s9YTeTbFA5onVDygoAjIwDy/P9yZHGY4DMzDHPh+rstrl/d55+We+2aeuHkPD0L9dVg2uluV+/nc9UTKloF6y/+vzdk1jQufTskHm/xPeXk5Bg4ciLi4OOzcuROnT5/G8OHD0axZM4wdO9bV4RERERERkQOmDeoAkRZf7ZM+//x4HIbM3wmtSomX+/xy9q5WT6dUV30m7tn776lDxLXHJu5/9u3bh6NHj2L79u3w8/NDbGwsJk+ejE8//ZRNHBERERGRB6ppqYZu0UHYOPkh+OrUaNn0rjNxDqwTZ+/plON6RjkWqIPYxP1PdHQ01q5dCz+/X25uVCgUKCwsdOg4Go3G2aE1elqtFlFRUdBqta4OheqBdZSDeZWHufUOrKMczKs8zG3DaxtqsNmmqsUlkuZ14uw1ik30PvWOqzps4v4nKCgIvXv3tnx9+/ZtLFy4EAMHDnToOCqVquadyCEqlcqquSbPxDrKwbzKw9x6B9ZRDuZVHubWPdTmckp1NZ2eXie3zWo0TVxJSQnOnz9vdywyMtLqrx1CCIwePRo3b97Eq6++6tD3KS8vr1ecZMtoNCI/Px9BQUE80+nBWEc5mFd5mFvvwDrKwbzKw9y6B0fWibNHYaoAIO/kTqNp4rKystCrVy+7Y/v27UNiYiIAwGQyYcyYMcjMzMSmTZsQEhLi0PdhE+d85eXluHr1KgICAjiZeTDWUQ7mVR7m1juwjnIwr/Iwt+6hVg82qeZMXEVFhTPDsdFolhhISUmBEMLuv7sbuBEjRmD58uX4+uuvkZyc7NqgiYiIiIiowdl7WMndFArrfUZ1by07JCuNpomrjVdffRVffPEFvvrqqyrP2hERERERkXer6XJKTaXF4YZ2jZAZjo1GczllTfbv34933nkHM2fORFxcHPLy8gAAarUawcHBLo6OiIiIiIgaShNt9fezlVWYrL5WNfCK3x7RxGVlZeHBBx/E+vXrrZ4gCQD5+fnIyMjAmjVrcPnyZdx7771IT0/HyJEjHfoeq1evhhACv/vd7/C73/3Osr1NmzY4ceKEzf7R0dFWX9++fRvAneuYS0pKLNtVKhW0Wi1MJpNln7vp9XrL600m6x8GjUYDtVqN8vJyGI1GqzGlUgmdTgchBEpLS22O6+PjA4VCUe1xKyoqUFZWZjWmUCjg43Pnkah3vw8znU4HpVKJsrIym2t91Wo1NBpNjcctLS2FEMJqXKvVQqVSwWg02txXaDKZEBgYCIVCYTcmcw6rO66sHFZ3XMB9cljbn0NnH/fuHBqNRhgMBku+6vPz7Ywcelptqvo5VKlUCAgIaNRzhDN+vu39HFZUVCAwMBBKpdLue+UcUf/j1jeHtZkjKs89jW2OkPV7RFVzjyfn0F1+jzDPPSqVyqty6K5zRFU5DG5S8xIPd9enwmgdv9FotORFBrdv4nJycjBo0CC7NwfeunULffr0waFDhzB+/HjExsZixYoVGDVqFPLy8jBlypRaf5+MjAxkZGTUO968vDycPHnS8nVAQAAiIiJgNBqttpvFx8cDAHJzc20+qPfccw+aNm2KwsJCXLx40WrMz88PUVFRMJlMdo8bGxsLtVqNvLw83Lx502osLCwMwcHBKCoqwrlz56zGfHx8EBMTAwD4+eefbT6IMTEx8PHxwZUrV3D9+nWrseDgYISFhaGkpASnT5+2GlOr1YiNjQUAnD592uZDHBUVBT8/P+Tn5+Pq1atWY4GBgWjZsiVKS0tt3qtCocCvfvUrAHdyWPmDGhERgYCAABQUFFjOrpoZDAa0atUKFRUVdnPYvn17qFQqXLx4EUVFRVZjLVq0QFBQEIqKipCbm2s1ptfr0aZNGwCwe9y2bdtCp9Ph0qVLNusQNm/eHKGhoSguLsaZM2esxrRaLe69914AwKlTp2w+E9HR0fD19cXVq1eRn59vNdasWTOEh4fj9u3bNjEplUrExcUBAM6dO2cziUZGRsLf3x8FBQW4dOmS1Zi/vz8iIyOrzGFcXBwUCgXOnz+P4uJiALD8PIaHh6NZs2a4ceMGLly4YPU6X19fREdHQwhh97jt2rWDUqlEXl4ebty4YTUWGhqK5s2b49atWzh79qzVmE6nQ9u2bQHcyWHl/yC0adMGer0eV69exbVr16zGgoKC0KJFC9y+fRs///yz1ZhKpUL79u0BAGfPnrX5D2erVq1gMBhw7do1XLlyxWrMGXOEr6+vzXttjHNEWVmZlDmivLwcOTk5qIxzxB3OniPMnD1HmH/OG+McIev3CH9/f5scNsY5QubvEYcOHbI5LueIO2T/HmHQCJvX3U2ttJ7DrxZb/0yePXvW8vmUQSEqf7rcyKpVqzBq1CjLh3zjxo1WZ+LefvttvPbaa1i2bBmGDRsG4M5Zm379+uH777/HiRMnEBHRMNen7t27F507d8bWrVvRqVMny3Z3/QuaJ/2V3byAolqttskD4H5/QeNf2X9xdw7NudJoNFAqlTwTV8sc1jRH3H2WSHnXpRyNaY6Q9Vd289yj0Whs4gU4RzjjuA11Ju7uuaexzRGyfo+oau7x5By6y+8R5ver1WrtxuupOXTXOaKqHG7LuYxnP9xl81qzfr8KwaynfmnS8m+VofvMrZavD/85BU2aNKny9fXltk3c448/jrVr1yIuLg4JCQlYvny5TRMXFxeHgoICnD9/3mql9I0bN6Jv37546623HF7nra7MTdy2bdvwwAMPNMj3bCxKSkpw8uRJy19AyTOxjnIwr/Iwt96BdZSDeZWHuXUPe85cw5Mf7KhyfGBiON595j7L1wXFZUh8Y6Pl6yNTH5ZaP7d9OuXRo0cxbdo07N2713Lq926FhYU4evQounbtatXAAUC3bt0A3LmXjoiIiIiIyBGV14CLCvK1+ro268jJ5Lb3xGVnZ1suN7Hn/PnzEELYvVzS398fBoMBp06dkhkiERERERF5ocpNXIDeeuH1yksQGHw00KmVuF1uwq87tpAen9s2cdU1cAAsN3L6+fnZHff19cWtW7ecHhcREREREXm3yk2cr9a6bVJXauJUSgW+mdgDWafy8euO4QCs7/9zNrdt4mpS0618QgirG23Js1W+ZJY8E+soB/MqD3PrHVhHOZhXeZhb19NWauLUKuua2FsMPCbEDzEhd04wlZSwibPLYDAAgM3jRs2Ki4vRunXrhgwJACxP/SHn0ev1lsf/kudiHeVgXuVhbr0D6ygH8yoPc+sebJq2So115TNxlcl+KI3HnqqKioqCQqGwWVsDuHOpZVFRUYMtL0BERERERN6j8uWUKmX1TV1D89gmzmAwoH379ti1y3b9BvNTKV3xqH97a1xQ/ZSWluLEiRN21/kgz8E6ysG8ysPcegfWUQ7mVR7m1j1UvpzS0TNxsuvnsU0cAPzmN7/BuXPnsHz5css2k8mEmTNnQqfTYejQoQ0ek5suu+fRzAs1MreejXWUg3mVh7n1DqyjHMyrPMyte9CoKz+4BJW+rr6Jk10/j70nDgAmTZqETz75BM8//7xlPbnPP/8cmzdvxowZMxAWFubqEImIiIiIyMNUvpxSXemBia5usT26idPr9diyZQumTJmCJUuW4ObNm2jXrh2WLFmC5557ztXhERERERGRB6q8mHflp1GWlZsaMhwbHtHEZWRkICMjw+5Y8+bNsWDBAixYsKBhgyIiIiIiIq9UuWlTKQCtWmlp3soqXNvEefQ9ce5Io9HUvBM5RKvVIiIiAlqt1tWhUD2wjnIwr/Iwt96BdZSDeZWHuXVPSqXC6mEnxhrOxMmun0ecifMkKpXK1SF4HZVKhYCAAFeHQfXEOsrBvMrD3HoH1lEO5lUe5tY9qRQK6NRKFP3vQfQ1nYmT3RPwTJyTlZfLXZ29MSovL8fVq1eZWw/HOsrBvMrD3HoH1lEO5lUe5tY9qZQK6LW/NGY13RMnu35s4pyMHzjnMxqNyMvLg9FodHUoVA+soxzMqzzMrXdgHeVgXuVhbt2TUqnAnx6Ps3z9647h1e4vu368nJKIiIiIiKgaKoUC/eLD8O4zibhRYkTfX4W6NB42cURERERERNUwL+49MLGliyO5g5dTEhERERERVUNZad04V2MT52RKJVPqbEqlEgaDgbn1cKyjHMyrPMytd2Ad5WBe5WFu3ZPKwXLIrh8vp3QyrunhfDqdDq1atXJ1GFRPrKMczKs8zK13YB3lYF7lYW7dU+XFv2ui0+kkRXIHW3wnE0K4OgSvI4RAeXk5c+vhWEc5mFd5mFvvwDrKwbzKw9y6J5WDl1PKrh+bOCe7ffu2q0PwOqWlpTh69ChKS0tdHQrVA+soB/MqD3PrHVhHOZhXeZhb96TXOLZ4t+z6sYkjIiIiIiKqRtMm7nXLFJs4IiIiIiKiagT6alwdghU2cURERERERNUIaiL3QSWOYhNHRERERERUya87trD8/8SIpq4LxA6F4KNvnGLv3r3o3Lkzdu/ejc6dO7s6HK8ihIDJZIJSqYTCzRZapNpjHeVgXuVhbr0D6ygH8yoPc+s+LhSUYFnWGTwcG4LOrZo59FohhNT6cZ04J+OHzfkUCgVUKseeCETuh3WUg3mVh7n1DqyjHMyrPMyt+whvqsfvH42t02tl9wS8nNLJysrKXB2C17l9+zZOnz7N5Rs8HOsoB/MqD3PrHVhHOZhXeZhb7yC7fmzinMxkMrk6BK9jMplQVFTE3Ho41lEO5lUe5tY7sI5yMK/yMLfeQXb92MQRERERERF5EDZxREREREREHoRNHBERERERkQdhE+dkajUf+OlsGo0GLVq0gEajcXUoVA+soxzMqzzMrXdgHeVgXuVhbr2D7Pqx43AyNnHOp1arERQU5OowqJ5YRzmYV3mYW+/AOsrBvMrD3HoH2T0Bz8Q5WXl5uatD8Drl5eUoKChgbj0c6ygH8yoPc+sdWEc5mFd5mFvvILt+bOKcjB845zMajcjNzYXRaHR1KFQPrKMczKs8zK13YB3lYF7lYW69g+z6sYkjIiIiIiLyIGziiIiIiIiIPAibOCIiIiIiIg/CJs7JlEqm1NmUSiX0ej1z6+FYRzmYV3mYW+/AOsrBvMrD3HoH2fVTCCGE1O/QSOzduxedO3fGnj170KlTJ1eHQ0REREREXootPhERERERkQdhE+dkpaWlrg7B65SUlODQoUMoKSlxdShUD6yjHMyrPMytd2Ad5WBe5WFuvYPs+rGJIyIiIiIi8iBs4oiIiIiIiDwImzgiIiIiIiIPwiaOiIiIiIjIg3CJAScxLzGwa9cudOnSxdXheBWTyQSj0QiNRsM1UzwY6ygH8yoPc+sdWEc5mFd5mFvvYDKZpNZPLe3IjRQ/bM6nVCqh0+lcHQbVE+soB/MqD3PrHVhHOZhXeZhb7yC7J2DH4WRGo9HVIXidsrIynDt3DmVlZa4OheqBdZSDeZWHufUOrKMczKs8zK13kF0/NnFOVlFR4eoQvE5FRQUKCwuZWw/HOsrBvMrD3HoH1lEO5lUe5tY7yK4fmzgiIiIiIiIPwiaOiIiIiIjIg/DBJk5SUlICADh27Bh8fHxcHI13KS0tRW5uLm7cuMHcejDWUQ7mVR7m1juwjnIwr/Iwt96htLQUPj4+iI2Nha+vr9OPzyUGnKR58+a4evWqq8MgIiIiIiI3sWfPHnTq1Mnpx+WZOCfR6/UIDg7G6tWrodfrXR2OV0lNTQUAfPXVVy6OhOqDdZSDeZWHufUOrKMczKs8zK13MNcxNjZWyvHZxDmJWq2GwWDAgw8+6OpQvI55rRQZf8WghsM6ysG8ysPcegfWUQ7mVR7m1juY6yjjUkqADzYhIiIiIiLyKGziiIiIiIiIPAgfbEJERERERORBeCaOiIiIiIjIg7CJIyIiIiIi8iBs4oiIiIiIiDwImzgiIiIiIiIPwiauBllZWVCr1di0aZPN2NmzZzF8+HCEh4fD19cXSUlJWLNmjd3jbN++Hb1790ZgYCCaNm2KAQMGIDs7W3b4HuOFF16AQqGw+2/RokWW/Q4fPoy0tDSEhITAYDDgkUcewbZt21wXOFn56aef8NRTT6F58+bQarVo1aoV0tPTUVBQYLUf61h3zpqTqGq1nY/IvdV2PqK6q24+Ilv5+fmYMGECWrVqBb1ej4SEBHz00Ue1eu3ixYurnJeef/55uYGTlfrU0fzaqKgoaLVaNG/eHIMHD8aRI0ccjoOLfVcjJycHgwYNQkVFhc1YXl4eHnroIVy7dg0TJ05Ey5Yt8eGHH2LgwIFYtmwZhg0bZtl3y5YtePTRRxEVFYUpU6bAZDJh9uzZSE5ORlZWlrSV3D3JgQMHEB0djddff91m7IEHHgAAHDlyBN27d4der8fEiRNhMBgwZ84c9OrVCxs3bkTPnj0bOmy6y7Fjx5CcnAyNRoNx48YhMjISO3bswJw5c7B582bs3LkTfn5+rGM9OGtOourVZj4i91bb+Yjqrrr5iGzdunULffr0waFDhzB+/HjExsZixYoVGDVqFPLy8jBlypRqX3/gwAEAwIcffgitVms11qZNG2lxk7X61LG0tBQpKSk4cuQIXnjhBXTp0gWnTp3Cv/71L6xfvx7btm1Dx44dax+MILsyMzNFYGCgACAAiI0bN1qNv/jiiwKA2Lp1q2VbcXGxiI+PF8HBwaKoqEgIIYTJZBJxcXEiLCxM5OfnW/Y9fvy48PHxEf3792+YN+TGjEaj0Ol0YtiwYdXu169fP+Hj4yNOnjxp2XblyhURGhoq4uLiZIdJNejTp4/QarUiOzvbavu7774rAIhp06YJIVjHunLWnETVq+18RO6ttvMR1U1N8xHZeuuttwQAsWzZMsu2iooKy8/q2bNnq339ww8/LMLDw2WHSTWoTx3//ve/CwBi4cKFVtv37Nkj1Gq16Nu3r0OxsImz47HHHhMARFxcnBg6dKjNBFVeXi78/PxEt27dbF47f/58AUB89tlnQgghsrKyBADx6quv2uw7bNgwoVQqxYULF+S9GQ9w6NChGv+jmpeXJwCIIUOG2IxNmTJFABA7d+6UGSZVo6SkROh0OvHII4/YjF2/fl0AEI8++ijrWEfOnJOoerWZj8i91XY+orqpaT4i+9q3by9atGghTCaT1fZvv/1WABBvvfVWta8PDg52+Jd8cr761PGhhx4SWq1WlJeX24wlJCQIHx8fh2LhPXF2HD16FNOmTcPevXtx77332owfPnwYRUVFSEpKshnr1q0bgDvXiQPAzp07AaDKfU0mE3bt2uXM8D2O+RKB+Ph4AEBxcbHN5RnmfNYm59TwtFotsrOzMXfuXJuxS5cuAQBUKhXrWEfOnJOoerWZj8i91XY+orqpaT4iW4WFhTh69Ci6du0KhUJhNVabOfrChQu4evWqZV4qKyvD7du35QVMdtW3jp999hl+/PFHm/lHCIHLly87PC+xibMjOzsbf/zjH6HT6eyO5+bmAgAiIiJsxu655x4AwKlTpxzet7Ey/9K0du1atGrVCk2aNIGvry/S0tJw8uRJAMyju1MqlYiOjkZMTIzN2Ntvvw0A6NWrF+tYR86ck6h6tZmPyL3Vdj6iuqlpPiJb58+fhxDC7hzt7+8Pg8FQ7RxtnpdOnTqFzp07w9fXF3q9Hl27duVDZRpQfevYokULJCQk2GxfunQpLl68iJSUFIfiYRNnR00TU2FhIQDYvSna19cXwJ0bHx3dt7E6ePAgAGDHjh34y1/+gszMTEycOBHr1q1DUlISfv75Z+bRQy1atAgff/wxIiIiMHbsWNaxjpw5J1H1ajMfkWeqPB9R3bB5c1x1czRwZ56ubo42z0vbtm3DM888g1WrVmH69Ok4e/YsHn30Uaxatcr5QZON+tbRngMHDmDChAlQq9XIyMhw6LV8OmUdCCFqHFMqlQ7v21gNGzYMXbt2xZQpUyz/cRg0aBCSk5Px5JNP4o9//KPdv1yYMY/u6aOPPsKYMWPQpEkTfPHFFzAYDPw8SMK8Ok9t5qPPP//cxVGSo+zNR0QNpbo52jxe3RydlJSE//u//8PIkSMRHR0NAEhNTcXgwYMRHx+P8ePHY8CAAbxMWLL61rGy3bt3o3///rhx4wbef/99dOnSxaF42MTVgXnyLy4uthkzb2vatKnD+zZWzz33nN3tTzzxBCIiIrBhwwZ0794dAPPoKaZOnYo33ngD/v7++Prrr3H//fcD4OdBFubVeWozH5FnqWo+Imoo1c3R5u2tW7eu8vU9e/a0u/xOq1atMGjQICxduhQ//fQTEhMTnRIv2VffOt7tq6++wtChQ1FcXIzZs2dj3LhxDsfDP83WgblA5vtQ7lb53hRH9iVboaGhKCoqYh49hNFoxIgRI/DGG28gPDwcP/zwA3r06GEZZx3lYF4bhnk+Is9Q03xE1FCioqKgUCjsztGFhYUoKiqq8xwdGhoKALh582a9YqSaOauOH3zwAQYNGgSj0YilS5ciPT29TvGwiauD2NhYBAQE4Mcff7QZMz+VxrwgrPlpNVXtq1Ao7D5RrrG4dOkSOnTogMGDB9uMGY1G5OTkoE2bNrj//vuhVCprlXNyjYqKCjzzzDNYsmQJ4uPjsXPnTpvLYFlHORyZk6hqtZ2PyP3VZj4iaigGgwHt27e3+zTy2szRqampuPfee+0+kTI7OxsA7D7Ih5yrvnUEgFmzZmHcuHEwGAzYsGEDnn322boH5NCCBI3Q1KlT7a6BMmbMGKFQKMS2bdss28wL64aGhoqSkhLL9nbt2okWLVrYXex7wIAB8t+EGzOZTKJt27ZCo9GIffv2WY29/vrrAoB48803hRBC9O3bV+j1eruLRCckJDRg1GTPa6+9JgCIrl27iuvXr1e5H+tYP86Yk8g+R+Yjcm+1nY+ofqqaj8jWtGnTBADx6aefWraZF4nW6XTi4sWLVb529OjRAoCYM2eO1fbvvvtOKBQKrnvYgOpTx3Xr1gmFQiGCgoLEwYMH6x0L74mro9dffx1r1qxB//798fLLLyMkJAQffvghDh8+jM8++ww+Pj6WfefMmYP+/fsjOTkZ48ePR2lpKWbNmgVfX19Mnz7dhe/C9RQKBT744AM89thj6NWrF8aPH4/w8HBs3rwZmZmZ6NWrF15++WUAwDvvvIPk5GR0794dkydPhk6nw5w5c1BQUICVK1e6+J00bqdOncLMmTOhUCjwxBNP4Ouvv7bZJyQkBH379mUdJXFkTiL7HJmPyH05Mh8RNZRJkybhk08+wfPPP29ZY+/zzz/H5s2bMWPGDISFhQG48yTKgwcPomPHjujYsSOAO/P7+vXrkZ6ejv3796NLly44fPgw5s2bh/DwcLtrIpIcda2jyWTCxIkTIYRAamoqDhw4YFk64m7PPvuszRp0Vap3G+jlqvsr088//yyefvppERgYKPz8/ERycrL45ptv7B7nP//5j+jRo4fQ6/UiODhYpKWliezsbNnhe4xdu3aJ1NRU0bRpU6HVakVsbKz429/+JkpLS63227dvn+jfv78wGAwiICBAPPLII2LHjh0uiprM/vWvfwkA1f578MEHLfuzjnXnrDmJqlbb+Yjck6PzEdUdz8Q55vLly2L06NEiJCRE6PV6kZiYKJYsWWK1jzmnU6dOtdp+8eJFMWbMGBEeHi7UarVo2bKlGDNmjLhw4UIDvgMSom51zM7OrnFeAiCMRmOt41AIUcPzMomIiIiIiMht8MEmREREREREHoRNHBERERERkQdhE0dERERERORB2MQRERERERF5EDZxREREREREHoRNHBERERERkQdhE0dERERERORB2MQRERERERF5EDZxRETkVIsWLYJCobD5p1Qq4ePjg8jISDz99NPYuXOn9BgmTZok5fhpaWlQKBTYsmVLjfumpKRY5WHRokVSYnKljIwMq/eYlpbm6pCIiLya2tUBEBGRd0pISLD5Zb6kpASHDh3CypUrkZmZieXLl2Pw4MFO/96JiYmYOnUqkpKSnH7suho7dizCwsKQmJjo6lCcLiUlBQBw+vRpLF682LXBEBE1AmziiIhIisTERGRkZNgdmzt3Ll566SW89NJLGDBgAHQ6ndO/t7s1Sy+++KLbxeQsKSkpSElJwZYtW9jEERE1AF5OSUREDW7MmDFo0aIF8vPz8d///tfV4RAREXkUNnFERNTglEolIiIiAABXrlyxGlu1ahV69eqFgIAA6PV6dOzYETNnzkRZWZnVfub7sNasWYO0tDT4+PggJCQEK1asqPKeuLKyMsyYMQOJiYnQ6/UwGAxISkrC/PnzYTKZbOI8c+YMRo0ahZYtW0Kv16Nbt25Yu3Ztvd//Y489BoVCgS+//NLueEJCAnQ6Ha5evWrZduDAAQwZMgShoaHQarVo3bo1Jk6ciMuXL9u83mg0Ys6cOXjooYfQrFkzaDQaBAUFoW/fvli/fr3VvuZcLVy4ECNHjkSTJk0QGBiIWbNmAQAOHTqEIUOGIDo6GjqdDqGhoUhLS8PWrVvrnQciIqobXk5JREQNrqKiAidPngQAREZGWrb/4Q9/wIwZMxAaGorBgwejWbNm+Pbbb/H73/8e33zzDTZs2ACtVmt1rLFjxyIwMBATJ07EwYMH0b17d3z77bc23/PmzZvo27cvdu7ciZiYGLzwwgu4ffs21q1bh7Fjx2L9+vVYuXIllMo7f9/MyclBjx49cOnSJTzyyCNISEjA7t27kZqaipCQkHq9/9/+9rdYt24dFi1ahIEDB1qN7d69GwcPHsTgwYMRHBwMAFi9ejWGDBlieWhIVFQUDh48iH/+859YtWoVvv/+e0RHRwMAhBAYMGAA1q9fj06dOmH48OFQq9XYv38/Nm7ciE2bNmHDhg3o06eP1ff985//DLVajXHjxuHEiRPo3r07jh07huTkZJSXl2PQoEGIiorCuXPnsHLlSks9Hn744XrlgoiI6kAQERE50ccffywAiBEjRlS5z9/+9jcBQLRu3VoYjUYhhBDr1q0TAETXrl3F9evXLfuaTCbx29/+VgAQU6dOtWyfOnWqACBCQkJEYWGh3RjS09Mt2yZMmCAAiCFDhoiSkhLL9vz8fNGtWzcBQLzzzjuW7f369RMAxOzZs62O/dZbbwkAAoD47rvvasxHz549BQCxb98+yzaj0SjCwsKERqMRV65csdr/pZdeEgDE+vXrhRBCXL58Wfj5+YmmTZuK7Oxsq30/+eQTAUD07NnTsm3VqlUCgEhLSxMmk8lqf3Pehw4dapMrnU4nzpw5Y7X/K6+8IgCIBQsWWG3/8ssvBQCRmppqtf27774TAMTAgQNrzAsREdUdL6ckIiIp9u/fj4yMDKt/kydPRlJSEv70pz/B19cXixYtglp956KQ999/HwDwj3/8A02bNrUcR6FQ4J133oFGo8G8efNsvs/jjz8Of3//amMxGo34+OOPodfrMXfuXPj4+FjGmjVrhg8++AAALP976dIlbNiwAW3btkV6errVsV599VW0a9fO8YTcRa1WY8SIETAajfj0008t20tLS7F8+XJERkZazpQtWbIERUVFeOWVV9C+fXur4zz77LNISkrC999/j2PHjgEA4uPj8fHHH2PGjBlQKBRW+/fu3RsA7F6C+cADD1idFQVgucR09+7dMBqNlu2pqanIycnBF198UdcUEBFRPfBySiIikuLAgQM4cOCA5WuFQgFfX19ERkbixRdfxKRJk6yaoR9//BEAsGbNGmzcuNHmeP7+/sjLy8P58+fRsmVLy/aYmJgaYzl27BiKiorw4IMPWjWIZvfddx/8/f1x4sQJ3LhxA/v27YMQosolCnr06GFpmupq9OjRmD59OhYvXoyJEycCADIzM1FQUID09HTLZZ3mvBw8eNDu0z7NzdXu3bvRrl07xMTEICYmBhUVFfjpp59w/PhxnD59GkeOHMEPP/wA4M7lrJXZy+OoUaMwf/58zJs3D59//jkefvhh9O7dG/369atV3omISA42cUREJMWIESMcWtj62rVrAIDp06fXuN/dTZyvr2+Nxy4sLAQABAQEVLlPy5YtcePGDdy6dcsSS1X7BwUF1fg9axITE4OUlBR89913+Omnn9ChQwd89NFHUCqVGDlypGU/cywrVqyo9njm/YQQeO+99zBjxgycP38eAKDVahEfH48uXbogJycHQgib19vLY1xcHPbu3Yvp06djzZo1yMzMRGZmJgAgOTkZ77//Pu677766JYCIiOqMl1MSEZFbMBgMUKlUKC0thRCiyn8dOnRw+NjmZiw3N7fKfa5fvw7gToNmbtLM2yorKipyOAZ7Ro8eDQBYtmwZLl68iP/85z/o3bu31WWNBoMBALBx48Zq8zJhwgQAwHvvvYdJkybB398fK1aswPHjx3Hr1i3s2bPHcsbPEW3btsWCBQuQl5eHgwcPYvbs2UhOTsaOHTvQr18/FBcXOyETRETkCDZxRETkFjp16oSKigrs3r3bZqysrAwvv/wypk+fbnVvVm21a9cOTZo0wbFjx3Dx4kWb8SNHjiAvLw+xsbHQarXo3Lkz1Go1tm7danfpgR07djgcgz1PPvkkmjVrhi+++AKrV6+GEMLS2Jl16tQJAJCVlWX3GP/4xz/wxhtv4PTp0wBgOfv55ZdfYvDgwWjbtq3lvsPDhw8DgN0zcfYsXrwYL774IoqKiqBQKNChQwekp6dj27Zt6NSpEy5fvmw5JhERNRw2cURE5BbGjBkDAJgwYYLV+mgAMHXqVMyaNQubNm2CRqNx+NgajcaypMD48eNRWlpqGSsoKMBLL70E4M49YAAQHByMJ554AmfOnLG5D23hwoXYu3evwzHYo9Pp8Nxzz+HEiROYMWMGgoODbZYcGD58OHQ6Hd5++23s37/famzdunV45ZVXMHv2bDRv3hzAL5dFmps6s6NHj+Ivf/kLANS6Ef7xxx8xb948/POf/7TafvPmTVy+fBkqlcqy3h8RETUc3hNHRERu4emnn8amTZuwYMECxMbGIjU1Fc2bN8fWrVuxY8cOtGzZ0vL0yLp48803kZWVhVWrVqFDhw7o27cvysrKsHbtWly4cAFpaWmYPHmyZf/33nsPe/bswV//+lds3rwZSUlJOHz4sOWplTk5Oc542xg9ejTeffddnDp1CpMnT7ZZBy8yMhLz58/HyJEj0bVrV6SmpiImJgbHjx/HV199BbVajcWLF6NJkyaW423fvh1PPPEEBg8ejNDQUBw/fhzffPMN/P39oVQqkZ+fX6vYXnvtNaxevRpTpkzBpk2b0LlzZxQXF2PNmjXIzc3Fa6+9hrCwMKfkgYiIao9n4oiIyG3Mnz8fn376KeLj45GZmYk5c+bg2rVrmDx5Mnbt2oU2bdrU+dh+fn744Ycf8Oabb0Kv1+Ojjz7Cv//9b0RHR2PRokXIzMyESqWy7B8aGoqsrCykp6cjNzcX77//Ps6fP49ly5ZhwIABzni7AO4sCZCQkADglzOBlQ0fPhzbt2/HgAEDsHXrVsyaNQv79u3DU089haysLKSmplr2feGFF7B06VK0a9cOK1euxNy5c5GTk4Nx48bh0KFDuP/++3H8+HEcPXq0xtgiIiKwY8cOjBs3zpKDpUuXonXr1li2bBnefPNN5ySBiIgcohC1vTCeiIiIHJaSkoLvv/8e+/btQ2Jios34zZs3ER4ejg4dOmD79u0NH6ATbdmyBb169cLAgQOxevVqV4dDROS1eCaOiIjIhf7+97+jqKgI48ePd3UoRETkIXhPHBERUQOYO3cuwsLCkJaWhqioKHTv3h1GoxHHjx9Hp06dMGTIEFeHWGdbtmzBli1bbB6mQkREcrCJIyIiagDz5s0DAERFRSExMRFCCOTm5qJfv35YuHChZRkAT7Rlyxa8/vrrrg6DiKjR4D1xREREREREHoT3xBEREREREXkQNnFEREREREQehE0cERERERGRB2ETR0RERERE5EHYxBEREREREXkQNnFEREREREQehE0cERERERGRB2ETR0RERERE5EHYxBEREREREXmQ/wdjhE3giQjIBQAAAABJRU5ErkJggg==", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "psd_mtm = tsi.spectral(method='mtm')\n", "psd_mtm.plot()" ] }, { "cell_type": "markdown", "id": "dceae6e3-710b-4657-bebe-937151444fbb", "metadata": {}, "source": [ "\n", "The prominent feature is a strong annual cycle and higher-order harmonics, super-imposed on a \"warm colored\" background (i.e. variations at long timescales are larger than variations at short timescales). There are hints of long-term scaling as well, one in the subannual range, and one from period of 1 to 50y. \n", "We may be interested in the shape of this background, and whether it can be fit by one or more power laws. \n", "\n", "In addition, we may be interested in interannual (year-to-year) to interdecadal (decade-to-decade) variations in streamflow. We would like to know whether the peak observed around 3-4 years in the plot above is **significant** with respect to a reasonable null. \n", "\n", "To do both of these things it would make sense to remove the annual cycle. There are several options to do so:\n", "- STL decomposition (see Intro notebook)\n", "- calculating and removing the monthly-mean seasonal cycle\n", "\n", "To apply STL, we need to get back into pandas land. Thankfully, `Pyleoclim` has utilities that make interconversion with pandas a breeze. Let's return to our monthly-sampled dataframe, but only select the indices that correspond to the late segment identified by `Pyleoclim`:" ] }, { "cell_type": "code", "execution_count": 165, "id": "31bf018b-c11a-45d3-9413-28c217aa1f2a", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 165, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "dis_late = dis_c.loc[dis_c.index > ts_late.to_pandas().index.min()] # select the last segment of the dataframe\n", "dis_late.plot()" ] }, { "cell_type": "markdown", "id": "12badfd6-94f0-4a72-a5a6-b260062732c7", "metadata": { "jupyter": { "source_hidden": true } }, "source": [ "Now, because of the positive skew mentioned above, it turns out that the STL decomposition has trouble with this dataset. Instead, we can use the [gaussianize()](https://pyleoclim-util.readthedocs.io/en/latest/core/api.html#pyleoclim.core.series.Series.gaussianize) to map this dataset to a standard normal. There are applications for which this would be undesirable, but for this purpose it is good:" ] }, { "cell_type": "code", "execution_count": 216, "id": "5ac20b62-7fcf-4b7f-b910-d3b508d77480", "metadata": { "collapsed": true, "jupyter": { "outputs_hidden": true, "source_hidden": true } }, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 216, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ts_lg = tsi.gaussianize()\n", "ts_lg.plot()" ] }, { "cell_type": "code", "execution_count": 217, "id": "93f48819-b6b4-48e9-9d40-488e590ef030", "metadata": { "collapsed": true, "jupyter": { "outputs_hidden": true } }, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 217, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ts_lg.spectral(method='mtm').plot()" ] }, { "cell_type": "markdown", "id": "04f67163-f81b-4aa0-b7ad-630c6d7a1f8b", "metadata": { "jupyter": { "source_hidden": true } }, "source": [ "We see that the spectrum is nearly unchanged, but now we can apply STL:" ] }, { "cell_type": "code", "execution_count": 231, "id": "3eabc3c3-e177-4b6c-8d97-3dea93bfb592", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from statsmodels.tsa.seasonal import STL\n", "dis_m = tsi.to_pandas().resample('M').nearest()\n", "stl = STL(dis_m, seasonal=13)\n", "stl_res = stl.fit()\n", "fig = stl_res.plot()" ] }, { "cell_type": "markdown", "id": "16a2b342-46bc-47d0-9a6b-2d53472be0bc", "metadata": {}, "source": [ "Let's turn this into a `Pyleoclim` series and apply spectral analysis" ] }, { "cell_type": "code", "execution_count": 232, "id": "4d6b7139-f839-44bd-b1f2-d7b27a8566fe", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 232, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "anom = pyleo.Series.from_pandas(stl_res.trend,metadata)\n", "anom.label = tsi.label + ' (anom)'\n", "anom.plot()" ] }, { "cell_type": "code", "execution_count": 233, "id": "cf38bef0-ad5f-4dc8-b56d-05f313c973b4", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 233, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "psd_a = anom.interp().spectral(method='mtm')\n", "psd_a.plot()" ] }, { "cell_type": "markdown", "id": "05dde70e-71d3-44f7-8d3d-7ae2bad9fc55", "metadata": {}, "source": [ "Indeed this removed the annual cycle and its harmonics (for the most part). It's a fairly aggressive treatment, but \n", "we can now test the significance of the interannual peaks w.r.t to an AR(1) benchmark. " ] }, { "cell_type": "code", "execution_count": 201, "id": "469759cf-0940-4104-a878-eb60d58a3d0d", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Performing spectral analysis on individual series: 100%|██████████| 1000/1000 [00:42<00:00, 23.41it/s]\n" ] }, { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 201, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "psd_ar1 = psd_a.signif_test(method='ar1sim',number=1000)\n", "psd_ar1.plot()" ] }, { "cell_type": "markdown", "id": "38379b67-4ada-46ac-9531-ab390373a4f8", "metadata": {}, "source": [ "Note that we specified 1,000 surrogates to be used for this assessment of significance. The default is 200, but that is too few for research-grade applications, and certainly for publication. \n", "\n", "If you wanted a colored-noise (power-law) benchmark instead, you would invoke it via the `method` argument:" ] }, { "cell_type": "code", "execution_count": 202, "id": "8d682b4a-6b1c-49d1-aee5-20ca7c978759", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Performing spectral analysis on individual series: 100%|██████████| 1000/1000 [00:43<00:00, 23.22it/s]\n" ] }, { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 202, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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GKEZaG9GVgbYRoS7zCqeITuK2bt3abaWWl5fj9XpDDpeMj4/HarVSXFysZhGFiA5WK5x/vvLT3AxPPAFHH63s++QTmDUrMOkTQgghhBCqiegkrqdZX3zjhOPi4kLuj4mJoaWlJezlGom8Xi9ujxe373fHnw7bjDotVrMBs0EbcniSiABxccoi4qAkdKedBvHx8Mc/wpIlIFMiCyGEEEKoKqKTuJ70dLmf1+sN+xoO5Y1OtpQ3+JMXj8eLy9P+O9Q2z4EkJ9Q2349vX09JUnfbPN4DZQixzV++ENs6v26obZ4+Xlmp12qIM+uxmvXEmQxYzXrizXriTHqsZuW+st9AnFGHRZ9I894W4i3OA481EGvSoddJwjCk4uJgwwZlEfFf/AIefhjuuw9OOCHoob6LgbsaSiH6R+KqHoltdJB6VI/EVh0S1+ggSwwMgNVqBQiazcbHZrMxbty4sL7mVS9+i2ltc88PHOFcHi/1Nif1NicQfGFob8UYdQcSwfbkz2rWYzUFJoLKts4JopIMmvTSKzggEybAK6/AunXKIuIPPRQyies4mYMIH4mreiS20UHqUT0SW3VIXKOD2ot9R3USl5ubi0ajCZq6FZShls3NzWFdXiCSaTRK75hWo0Gn7fDT+X4X27QajfL8A/v1uuBtOq0Gh9tDU5uTpjYXzXYXTW0umtqcON39myTV5nBjc7ipInhGo97SazUHkj/DgWQwMCEMShBDPDbOpEenHeGJ4Ny58PnnyqyWAG++CW+9BXfeCRkZOBwOqqqqSEtL6/ZCYtE3Elf1SGyjg9SjeiS26pC4RgeHw6Fq/UV1Eme1Wpk8eTIbNmwI2ueblXLu3Llhfc35BalkF2Sj0yjJiy+J0R9IZDpv8yVNnZOdfidSuk6vE2pbp9f27RsqXq8Xu8vjT+g6JndNbS7qmlrZU7EPY2w8rS6UffYDj21rf2yLo3+zALk8XvbbnOy3OXt+cDdijToloeuQ6FlN+g7JYHAi2DlJjPheQY1GuT4OlOvlXnsNXngBbrgB969+RUNDAykpKUNbxijjdrslriqR2EYHqUf1SGzVIXGNDjI75QAtWbKEW2+9lZUrV3LBBRcA4PF4uP/++zGZTP5t4XLZ0bnMnXtQWI8Z7TQaDWaDDrNBR6o1ePhAa2srO3c6/AsodsXt8R5IAIMTQd9Psz3wfmCvoHLb1dcL/A5ocbiVRLKx58d2xaDTdOrlU5K/eN/tTslf/IHb8RYDo60mEiyG4ZMELl6sLEFwzz1w772YH3sM89//Dl2seyOEEEIIIXon6pO4a665hueee45ly5axceNGJk6cyKpVq1izZg333Xcf6enpQ11EESY6rYYEi4EES/8vBPb1CjYG9PIpyV+j73an5K+xUyLY3Obqd6+g0+2lrsVBXYuj5weHYNJrSYs3kx5vJi3BTJrVRHqCmbR4s3/76HgTZoOuX8fvs8REJYm7/HLc992HPTdX2f7jj1BQoPTcCSGEEEKIPon6JM5isbB27VpuvfVWVqxYQVNTE5MmTWLFihUsXbp0qIsnhpmOvYKjrf0/jtvjVZK9Dj1/vl7AxhCJYFObs327vT2B7GuvoN3lYU+djT11oSfz8UmMMSiJXryZtHhTh6TP7E/6kmON4Rtmm5OD87778O7ciaasDKZNgyOOgPvvh5kzw/MaQgghhBAjhMbb0zz8olc2btzIzJkzWb9+PbNnzx7q4kQVp9NJXV0dSUlJI2q6Xa/XS5vTE5gIdhwi2mEIaL3Nyb6mNqoa26hsaKOxzTXg19drNYy2moKSu7R4E7kpsRySldinoZv+ehw1CsPq1fDrX8PWrfDznytrzPl66USfjNT3x2CQ2EYHqUf1SGzVIXGNDk6nU9X6kyQuTHxJ3DfffMOMGTOGujhihLM5XFQ12qlqbE/sfPcrD2zb12jH4fb0+zXyUmNZNjeXs2aMJc7Uj059lwueegpuuw3mzYPnnut3WYQQQgghRhJJ4sLEl8R99dVXzJo1a6iLE1Xcbjc2m42YmBh0ukG6lmsE8HqV6+86J3edk77aHq7Ps5r0nHPoWC48PJdxKbFdPq7LemxuBpsNRo9W1pvbtQsuu6x9lkvRLXl/qEdiGx2kHtUjsVWHxDU6uN1uVesv6q+JG2xO58CmqRfBHA4Hu3fv7nF2StE3Go2G5DgTyXEmCjO7TpjsLjfVTQcSvQY7FQ2trN5axfriOgCa7C6e+ryEpz4v4dhJqSybm8vRE1KDrqfrsh7j4pQfgC1b4K67lJ8rroCrroK0tLD/7dFE3h/qkdhGB6lH9Uhs1SFxjQ4Oh0PV+pMkTgjRLZNex9hRMYwdFePfdvFRefxY0cgz60p4/dty2pzKsMy126pZu62acSmx/OLwHM6eORaruQ/jwW+/HS65BB56CP7yF3jwQfjkE5DebSGEEEIIP+1QF0AIEZkmZ8Rzz9kH8+UtJ3DLSQWMSWz/tqm4poXb39rKYXet4fdvbGFndXPvDzxmjDJr5Z49So/cIYco2x95BDZtCvNfIYQQQggReSSJE0IMSGKMkUuPyeeTXx/HP5fO5PC8ZP++FoebZ77YzQkPfMwlz33LhvJWPL29DHfUKLj2WtDrlWvmHn0UZsyAhQvho49ALucVQgghxAglSVyY9WXKddE7Go0Go9EosR3mdFoNJ05JZ+UvD+N/1xzN4jnZmA3tTcxnO+u446N9nPzolzz5WTGNbX24fjQmRlkg/IUXoKICjj8ejjkG3P1bVD2ayPtDPRLb6CD1qB6JrTokrtFB7fqT2SnDRJYYECJYg83JS1+X8swXJZTtbw3YF2PUcfaMsfxibg7j+7KyutcL//ufktRdey20tsJLL8H554PJFOa/QAghhBBi+JEkLkwkiROia26Plw+L9vHMuhI+21ETtP+oCSksm5vLsZNGo9P28Zurd96BRYsgMxOuuw5++Uuw9iEpFEIIIYSIMJLEhYkviVu3bh2HH374UBcnqrS1tVFcXMy4ceMwm81DXRzRT756dMem8uLGCv6zsRybI3A4ZHZSDMdNSg0YguBrorz+++A9cE+5Dalluzjq9aeZ/snbOE0W3llyLRvmn60MSdFpMOi0GPXKj0GnxXTgt1GvxajTYjjw26jXYNTpDjxOg0mvY1xKLBbj8F2nR94f6hkusW2wOdlR3cT2qmb2NrRxQsFopmUlDll5Is1wqcdoJLFVh8Q1OrS1talaf7LEQJhJThx+Xq8Xt9stsY1wvnrMT43lj2ccxI0nFvDy16Ws+GI3e+psAOyps/HMF7v7cXQ9j8y6mPRJZ7D869f5qtrD6g2ljK/Zg87rYVtqbr/LbTXp+b8jx7H8iHEkxPRhuYRBIu8P9QxlbB0uD49+uJ1VX5dS1WgP2PevT3fxwXXHkJko60f1hrxH1COxVYfENTqoXX+SxAkhhkSCxcDFR+Vx0RHjWPvTPp76vIRPtwcPteyLyvgU/nT8xf77l3z1Gj/7fjVfjS3kuUMW8d7EuTj0fUvEmuwu/rJmO099Vsz/HZHLRUeOIzHGOKByCtGdndXNXPPit3xf3hByv83h5k/v/MjfFsvQfSGEGKkkiRNCDCmtVsPxBWkcX5BGeX0r+xrbgPZZnTSAb3SlBg2dJ3vSaJTt/tsdHuu+/DBK3nmLghX/5i9v3YcjOYXv7nuMqpmH43R7cLgO/Li9/ttOtwfHgX3VzXb+t6USl8erJHMf7uDJz0tYNjeXi4+SZG6w2Rwunv9yDyW1LcSZ9MQY9cSadP7fVrOew/KSiTFG5r82r9fLixtKufOtrbQ6laHGeq2GGTmjmDA6jvzUOB79aAd1LQ7+u7mCn8+uYe74lC6P983u/Tz7RQnxFgOZiRbGJFow6LQUVTaydW8jO/Y1U5Bh5cHzpmM2DN8hw0IIIYJF5n86IURUGnPgg2ZYXb5M+dm6FeNjjzHrpCMgPR2eew6Sk+HEE0Hb9WorpXU2/r52By9/XYbL46XZ7uLRj3bw9LoSfjE3h4uPzGNUrCRzattZ3czlz33DT1XdLxyfajXx1LJZTB2ToHqZdlU3c8+7RYwdFcN1CyYSZ+r/v9SmNic3vPwd//uhyr8tLzWWR352CAeNbf9bYk06bnr1ewB+/+YPvHP1URh0wefvV8V1/OLJr/zJYJd/Q00L40fv5Lr5E/tddiGEEINPJjYJE9/EJl999RWzZs0a6uJEFbfbjd1ux2QyodPJt8WRatjV44IFsHo15OXBZZfB//0fpHTdq6Ekczt55ZtSnO72ZjPWqOMXc3O5+Kg8koYgmetNXBtsTooqGzHotVgMOmKMOixGpQfLYtD1fUbQQfb25r3c9MpmWhy9WxcwzqTn8QtnMje/6/rsje5iu6+pjTP/to7yemXpjPGj43hsyUzGj47r8+vsrm1h+TNfs2Nfe4K6eE42v100OahX0ePxcubfP+e7MmWo5W8XTebio/ICHvNtaT1L/rWeZrurV69v1GtZfe3R5CTH9rnskWDYtT1RRGKrDolrdHC73arWnyRxYSJLDAgRYbxe+PJL+Mc/YNUqZRxmURHk5nb7tLL9Nv6xdicvfR2czF04N5dLhiiZ66zN6WbNj/t449ty1m6rxuH2dPlYk16rJHWGDsmd8UCy59/WnvRZjDo0gMcLHq8Xr9frv+3xKsMC480GFh2cMaDJNxwuD3e98yNPryvxb5uYFsftp01Br9XS4nDRYndhs7tpcbh467u9bNxTD4BRp+Xh86dz8kEZ/X79rrTYXZz/+JdB16zFmfTcf+7BLJza+9f8clctlz/3DfttTkC5VvS+cw5mwZT0Lp/zXWk9Z/z9c7xe5TU/vOEYRluVGdB+2NvABY9/SWObksAdMzGVq06YwN76VsrrW2l1uJmUbqUwI56VX+3hn5/sAuC4Sak8uWyWLC4shBARQpK4Dmw2G5dddhlvvPEGiYmJ/OEPf+DCCy/s1XN9Sdz69euZPXu2yiUdWZxOJzU1NaSkpGAwDL/ZAUXvDOt6rK6Gt96Ciy5Skrtly+Coo+CCCyA2dO9EeX0r/1i7g1UbApO5GKOOCw/P5ZKjxpEcp/7i4x3jqtHqWLezlje+3cv/fqjsdU+MWrQamF+YxtLDcjlifHKfEoS99a1c8cJGNh1IygDOOmQMfzxzapfXvLU63PzqhY2sKdoHKHn5nadPZelhOf0qf6hz1uX2cOmz3/hfIzPBjNVsYFtVk/95lx6Tx40LJqEPMcyxo5Vf7eG217fg8ijnT35qLP/+xSxyU3ruEbv51c28uKEUgIJ0KznJMXi9sKGkzp8QHp6XzFP/N6vL691a7C5OeOBjKg9ch/rEhYcyvzCtx9eONMO67YlwElt1SFyjg9PpVLX+JInr4PLLL2fjxo08/vjjfPfdd1x66aV8/PHHvUrKfEnc559/zty5cwehtCNHa2srO3fuJD8/H4tFptSOVBFTj83NsHgxvP02xMcrt5ctg1mzCJpVBSXZ+MfanazaUBrQ22Ux6Dh4bAJZSTFkjYohO9lC1qgYspJiSI0zoQ3TEEabzca7X/3It3V63t1aTU2zPegxo60m5hemYdRraXW4aXW6sTnctDrc2Bwu5faBbW0ONzanG7cnvP8a8lJjWTInh7NnjiXB0vU/NbfHyyc/VXPdS9/6kxGjTsvtp03hgtlZPSaCLreHW/7zPS9/U+bfdtUJE7h23oQ+9zJ1Pme9Xi+/e+MHnv1SWQbDatLzyuVzyUqycPOr3/Pmd3v9zz0sL4k/nnFQyOGV9TYHd79TxKqvS/3bjpmYyl8XH0K8uXf/8Gub7Rx3/1p/j1tnM7ITeXb5HGJ7uE7v7c17+dULmwAYO8rCB9cdE3WTnERM2xOBJLbqkLhGh9bWVlXrT5K4A1paWkhJSWHt2rXMmTMHgEsvvRS73c7TTz/d4/MliVOPNGbRIeLqsaQEnngCnnkGnE4oKwODAerqICkp6OEVDUoy9+JXpd0OXQRl+OLYURaykmLIPpDkZSXFMHaUBb1Og9PlxeFWZsr0/Thc3sD7bi+VDa289e1e9uxvDXoNq0nPSQelc/r0MRyWl9yn6968XuX1lSSvPeFTEj0XbQcmy9BoNGg1GrQa0GqUmUN9v78u2c/Kr/awrykwqbQYdJxxSCYnH5TBfpuT0jobZfttlNa1Urrfxt761oCezbGjLPzj5zMDJvfoTfn//L9t/GPtTv+2s2eM5dRpGeSnxjEm0dKrJLrzOfv4Jzu5650iQJk18pmLZnPEgdkhvV4vT68r4U///dHfs6bTalh6WA5XnzCBUbFGvF4vb363lz+8vZWaZof/dS46Yhy3nlzQY89dZ69vKue6l76lc7591IQU/vbzGb1KCL1eLz//13rW7awF4Krjx3Pdgkl9KsdwF3FtTwSR2KpD4hodJIkbJOvWrePYY4+ltbXVfxHiM888w913301RUVGPz5ckTj3SmEWHiK1Htxt27YIJE6CiAnJy4Nhjld65M86AmJiAh1c0tPLY2p28vbmC2hZHqCOqxqjXckLBaE6fnsmxk0YPeY+K0+3h/R+qePbLEr7cVdfn559QMJoHz5ve70XW//1ZMX94e2vQdpNey7iUWPJT45icYWXh1HTGj7YGPc53ziZnZvOf7/Zx3/+2+ffdf+40zpk5Nug5G0rquHrlJvY2tPm3JVgMXH5sPp9tr+GzHe1rIcaZ9PzulELOm5XVr78PoNnuornN5V9ew6DV9nm21B37mlj48Ke4PF70Wg1vX3UkBenx/S7TcBOxbU8EkNiqQ+IaHdRO4mSJgQMqKipIS0sLmEUmLS2NvXv3dvMsIUTU0+mUBA6U4ZX/+IfSO/fzn4PVChdeCH/9q3+oZUaChTtOn8odp0+l2e6itM7Gnjobpb6f/a3+bXZX9z12vaHVwMFpZs6dncupM7J7PRxvMBh0WhYdnMGigzP4qaqJ577czavflHU5y2ScSe/voTyhYDTnHZo1oGGny48cR0qckRte/i6gd8/u8lBU2URRZRP//b6C+9//ickZ8Zw2LZNTp2UwdlQMXq+Xr3fX8+TnNXy+J7B39Zp5E0ImcACzcpNYc/2xPPHpLv6xdietTjcNrU7ueTfwy8CTpqbz+1OnkJ5g7vffB0rMBrK0AcD40VYuOyafRz/agcvj5devbOY/l8/19ww22Jz8WNnof3yCxUBBulUmQRFCiCEkSdwBNpsNozHw20uj0YjdHnx9SXdkKtjw0+l0JCUlSWwjXFTUY2wsLF+u/OzcCStWQFOTksC1tsIDDyjJ3bhxgPIBe3JGPJMzgns1vF4v1c32A8ldK3vqlKGEoCQ/Rr1W+a3TYNBpMXS+r9NiNuiYNiYOrb2JlJQUjMbhk8B1NjHNyp2nT+XXCwt449tytlc1kxZvVoaTJinXCybGGMKeGJw+fQwzc0bxxc5adtW0sHNfMzurm9lda/MPewT4saKRHysaufe9ImbmjKLe5mBndUvQ8X5xuDI8sjsWo46rTpjAeYdm8ef/FfGfjeX+fWMSLdxx2hTmDbMJRK48YTzv/VDJjn3NbC5r4F+fFXPp0Xms2lDK7W/9QJsz8AuHXx03nhtOjIxhl1HR9gxTElt1SFyjg9r1J8MpD3j55Ze57rrrKC1tv9D8vffeY/HixdTV9TwMSJYYEGKE++orOOEEZWKUo4+GX/wCzjoLEhOHumQiBKfbw+5aG5/8VM0b3+3lu9L6Lh+bGGPgnBljOX92Vshhlz35rrSepz4vJic5ll8endfjZCNDZeOe/Zz9j3V4vcrQ3KMnpPDBj/tCPnZUjIENv5nX5+v4hBBChMfw/E8yBMaMGUN1dTUejwetVvmnVFVVRUZG39YY8ngGPjxKBPJ4PP5FL311IyJP1Nfj7NlQWQmvvQZPPw0XXwzPPgsffQQej9JT18VyBQMR9XFViUGnZfzoOMaPjuOiI8exu7aFt77by5vf7eWnKmXR7TnjkjjnkHROmTYWi6n/vZzTshJ5+PxDwlV01czIHsVFR4zj358V43B5AhK4Uw5Whpl+8lM1Wysa2W9z8s3u/czJSx7CEveOvEfUI7FVh8Q1OnTMKdQgZ8YB06ZNA+Cbb77xb/v888857LDD+nQch2NwJzIYCex2Ozt37uzz0FYxvIyIeoyNhSVL4IMPoLQUHnpI2f7FFzB6NJx/Prz+OrS1dXuYvhgRcR0EOcmx/Or4Cbx/7TF8cuNxfHHL8Tx94XQmx7SAZ2jX2xtMNyyYRHZS+2Q98WY9jy2ZwaOLZ3DzSQVccvQ4/77VW6uGooh9Ju8R9Uhs1SFxjQ5q158kcQfExsaydOlSLr30UjZt2sSKFSt47rnnuOyyy4a6aEKISDRmDEyfrtzOy4PbboOiIjjzTEhLg9/+dkiLJ7qWnRxDRsLInBHOYtTx95/PoDAjnhOnpPHuNUezcGr7iJTjJ6X5l6t4f2sVckWGEEIMjagYTrl+/XqOOOII3nvvPebNmxewr7a2lttvv50333yTffv2MXHiRK6++mouuuiioOM89NBDXHzxxRxxxBGMHj2axx9/nFmzZoV8zby8vID7vmzb6XTS2tq+ZpNOp8NoNPq7xjvzTT1qt9uDhmIaDAb0ej0ulwun0xmwT6vVYjKZ8Hq9tIX4Vt9sNqPRaLo9rtvtDuo51Gg0mM3KbGkd/w4fX9e+w+HA7Q6cYU6v12MwGHo8bltbW9A/fqPRiE6nw+l04nIFfuvt+9s9Hk/IMvli2N1x1Yphd8eF4RPD3p6H4T5uxxj69vt+D+T8DkcMB7VuRo9Gd/PNOK+/HveWLeheeQVvUhLu1lZ0JSUYH3kEz3nnYZ89W5kNs4Oe2gifzvEfSW1EOM7vUOeh777X6w35t0ZrG5GfZOTVXx7q39dxmmyT1s2snES+LN7Pnjobm/fUMHVsUljaiHD+D+wYw85tz7BsI8Jwfg/V5wjfa4f6WyMthsPlc0THvz2aYjhc2wi1PkfY7XZZYqA727dv58wzzwyqAFAW8J4/fz5btmzhiiuuoKCggJdeeonly5dTWVnJrbfeGvD4uLg4XnzxxQGVp6qqip072xeYTUhIICsrC6fTGbDdZ+rUqQCUlZUFnQxjx44lMTGRhoYGKioqgsqam5uLx+MJedyCggL0ej2VlZU0NTUF7EtPTyclJYXm5uaAiVxAebOMHz8egF27dgW9EcePH4/ZbKa6upr9+/cH7EtJSSE9PZ3W1lZKSkoC9un1egoKCgAoKSkJehPn5uYSFxdHbW0tNTU1AfusVmUiAZfLFVRejUbDlClTACWGnd+oWVlZJCQkUF9fT2VlZdBxc3JycLvdIWM4efJkdDodFRUVNDc3B+zLyMggOTmZ5uZmysrKAvZZLBby8/MBQh53woQJmEwmqqqqaGhoCNiXmppKWloaNpuN3bt3B+wzGo1MnDgRgOLi4qBzPi8vj5iYGGpqaqitrQ3Yl5SURGZmpn+IRkdarZbCwkIASktLgxrR7Oxs4uPjqa+vp6oqcPhUfHw82dnZXcawsLAQjUZDeXk5NpsNwB+vzMxMkpKSaGxsDFrKIyYmhry8PLxeb8jjTpo0Ca1WS2VlJY2NjQH70tLSSE1NpaWlhT179gTsM5lMTDiwXEBxcXHQPwTfmjw1NTVBExolJyeTkZGB3W5n165dAft0Oh2TJ08GYM+ePUGNfk5ODlarlbq6OqoNBrjgAmXHzp2M3rKF0e+9h/af/0Sfmkrj8cfTcPLJ2A5MkNRTG+FLBjqfhyOpjRg1ahRjxozB4XAE/a0DaSNiDqwB6PF4gsoLI7eNODgZvixW9r28bhvjFh0c1jbCJ9xthK8ehn0bUV0dsG84f47wvV7Hc3wktRFqfY7wtesQmW2E2p8jfCLhc0SiipObRfTslK+99hrLly/3NwKrV68O6Im79957ufnmm3n++edZvHgxoPwzXrhwIR9//DE7duwgK6v/i6x25Judcu3atcyePdu/fbh/gxYJ30I6nU7KysrIyckJeYHocPsGbbh/yz5U36C1trZSXl7OmDFjMJlMw/4btEGtG4MBzxdf4HnhBbRvvonn+ONx/uMfUFeH5ZtvYP587FptyPPQ6XSya9cuf1x7G8NoaiPU7IkrKysjNzc35NIHI7WNKNtvY94jXwAwNdPKG1ccMay/ZbfZbAFtT0S2EcP0c0RzczO7d+8OaH8iOYbD5XOEw+GgvLyccePGEUqkxnC4thFqfY6w2WySxIWyaNEi3nnnHQoLC5k2bRorV64MSuIKCwupr6+nvLw84B/w6tWrWbBgAffccw833XRTWMojSwwIIcLC64WWFoiLg5degp/9TJkw5eSTlevpFi1SFh0XYgid/MinbK1Qvr3+4pbjaWx18dG2fSTFGpmRnUheStyAFmoXQgjRvYgdTllUVMRdd93Fddddx9133x20v6GhgaKiIk477bSgb1DnzJkDKNfSCSHEsKLRKAkcwHnnwUEHKcsW/Oc/sHgxnHYavPEGOBzQ0ACpqUNbXjEiLZiS5k/ilvxrfdDC6PFmPTnJsaQnmMlMMHPSQRkcFgHLEQghRKSI2CRu69atAUOHOisvL8fr9YYcLhkfH4/VaqW4uDjs5ZLpYMOvra2N0tJSsrKy/F3YIvJIPfbT5MnKz623wu7dymLiAGvWwCmn4D76aGqPO474ZcswZ2cPbVmjjJyzXZtfmMbDH2wHCErgABrbXHxf3sD35cr1Os98sZujJqRw44mTOHhs4mAWVepRRRJbdUhco0NbW5uq9RexSwx0l8AB/gs943zfaHcSExNDS0vwP56BitDRqcOa1+vFbrdLbCOc1GMY5OTAgQvwmT0bHnsMdDpS77wT07hx8KtfDW35ooycs10rzIgPWE8uPd7MLScVcNPCAhYUppGZYKbzaMpPt9dw2qOf87ePdgxqWaUe1SOxVYfENTqoXX8R2xPXk54C5/V6VV1FXQghVJWcDJdcgmPJEkq+/pr8zZsxjh6t7Nu4EW68Ec49F846S1loXIgw0mg0PPSz6Tz7RQlz8pI5a8YYTPrA5TFcbg81zQ4+3V7NI2u2U7ZfmQTg/ve3cUh2InPzU4ai6EIIERWiNovxTUvfeTpSH7VnjBFCiMHiHjUK90UXKUkbgMsFWq3SM5eRASecAKtWDW0hRdSZmTOKh88/hAtmZwclcAB6nZb0BDPnHprFh9cfy2XHKMsqeL1w3arv2N+izPpmc7hotruCnt9Xe+tb+WZ3Hau3VvFR0T62lDfQYHMGPe6d7ys47K41nPvYOpragvcLIUQkiNqeON+U0J3X3gBlqGVzc3PYlhcQQohhZfZsWL0aqquVSVFefhm+/lqZ6bKsDF58UZnp8sBaZUKozajX8usTJ/F9eT2f76ilsrGN//f8RswGLZ9sr8Hr9TIlM4HD85M579CxjB9t7dPxH/t4J/e8WxS0XauB06elc9o4Hab9raz8oJgnP1euh69sbOPhD7Zz2ymFYfkbhRBiMEVtEme1Wpk8eTIbNmwI2ueblXLu3Llhf12DwRD2Y450RqOR7OxsjEbjUBdFDIDUozq6jWtqKvzyl8qPb4j5pk1w223KcMuDDlKSuXPOUW6LAHLOhpdWq+GBc6dz0iOfsN/m5ItdgYsJ+yZCeWZdCX8+52BOnz6mV8f1er38+7PQE5V5vPDat5W89i1AedD+p9eVcO6hYylIl2U7+kPeI+qQuEYHtesvaodTAixZsoTS0lJWrlzp3+bxeLj//vsxmUxccMEFYX9NnS54SIkYGJ1OR3x8vMQ2wkk9qqPXcfUttXLqqUoP3SuvwMEHwyOPgG+ZlqYm+OQTcMoQM5BzVg3pCWbuPfvggG2ZCWYK0tt73uwuD1e/+C13v/sjbk/PEwP8sLeR6iZlZuhJaVZuWDCRq0+YwM8OzSLeHPxdtVGn5eiJytIcbo+X217fIhNI9JO8R9QhcY0Oatdf1PbEAVxzzTU899xzLFu2jI0bNzJx4kRWrVrFmjVruO+++0hPTw/7a3ZeiV4MnNPppL6+nsTEROnpjGBSj+roV1zj4uDss5UfhwPq65Xt//ufcl2d1QrHHQcLFig/EyaoVv7hTM5ZdSyYks6jiw/h+/IGjp04mjnjktBqNdQ22/nze9tY9XUpAP/8eBexRj1XndD9+ffxT9X+20sOy2bp4bn++7ecXMCjH27n4237yBwVw7SxiZw6LZPs5BhOfOgTSmptbCjZz5of9zGvME2VvzeayXtEHRLX6OB0OlWtv6juibNYLKxdu5YLL7yQFStWcPXVV1NbW8uKFSu44YYbVHlNSeLCz+VyUVVVJbGNcFKP6hhwXI3G9tkrzzoLvvoKbr5ZWUj82mvbly1wOJRr6+rqwlPwCCDnrHpOOTiTW06azOH5yWgPrEWQHGfinrMP4s7Tp6A7sO2pz4tpc7q7PdZHRfv8t4+dFDgTa2KMketPyOOhE1N57IKDuW7BJCakWTHpddxy8mT/497evDdcf9qIIu8RdUhco4Pa9RcVSdztt9+O1+tl3rx5QftSU1N54oknqKqqwmazsWnTJpYuXToEpRRCiGFOq4VZs5SFxdeuVRK2xx5T9m3cCOedBykpysQpf/wj/PjjkBZXRB+NRsOFh+dyysEZAOy3OXl7c0WXj2+wOdm4Zz8A+amxZHVYu64nx00a7R9uuebHfdhd3SeLQggxnERFEieEEEIFcXEwbpxy+7DDoLQU/v1vZdu994LvumKvFzZvbp88RYgBurDDkMhnvyjp8nGf7qjGd9lc5164nhj1Wv8Qyia7i8931PS1mEIIMWQkiRNCCNE7Y8fC//2fsuZcdbUyvBLghx9g2jRlyYIbboB168DjGdqyiog2IzuRKZnKjJHflTXwbWl9yMd9VNR+Pdyxk1L7/DonTc3w3373+8o+P18IIYaKJHFhJjMJhZ/M0hQdpB7VMWRxNZvbJzyZNAnefx9OPBGeew6OOALmzGl/bGPj4JYtTOScHTrKsMoc//0VIXrjGtuc/klNLAYds8clhTxWd/V41IQUYo3K9tU/VuF0y5cPfSHvEXVIXKOD2vUnSVyYySxC4SfrpUQHqUd1DIu4Ggwwfz784x9QXq4sU/DrXyv7KishKQnmzoU774QNGyKml25YxHYEO23aGBIsyv/UtzdXUNfi8O/7trSeRX/5lJpmZWmBI8YnY9KH/sDUXT2aDTqOK1CGYdbbnKzfNXIm7gkHeY+oQ+IaHWSduAjjiZAPJ5HE4/HgdDolthFO6lEdwy6uOh0cdZSyVAFATIwyOUpmJjzwgDIpyoQJ7YncMJ59bdjFdoSxGHWcO3MsAA6Xh1UblKUHPt1ezTn/WEdpXSsAVrOea+ZN7PI4PdVjxyGVH/+0L+RjRGjyHlGHxDU6qF1/ksSFmcPh6PlBok/sdjvbtm3DbrcPdVHEAEg9qmPYxzU+Hi6+WFlcvKZG6aX7/e+VmTBbWpTk7rzzlOvsmpqGurQBhn1sR4Alh7UPqXzuy9043R7+8PZWXAdmM5mRncg7Vx3F1DEJXR6jp3qcm5/sv/1VsfTE9YW8R9QhcY0OatefJHFCCCEGh8Gg9NJdeKFy3+VS1qLbtQvOPx9SU5W16twy1btQ5KbE+icsKa9v5devbOanqmYADslOZNWlh/dpWYFQRsUamZRmBWDL3kaa7cO3d1gIIXwkiRNCCDE0EhLgllvg66+huBjuugvGjFGGZHo8cOqpylIGW7bI8gUjWMcJTl7bVO6/fd38iRh04fkY45sUxe3x8s3u/WE5phBCqEmSOCGEEEMvNxeuuw7++lfl/v79SjJ3551w0EHK2nRXXAEyZH3EOWbiaLKSLAHbZuaM4sjxKWF7jY4zW35VXBu24wohhFokiRNCCDH8JCfD669DbS28957SK7djB/hm+/p//w/++U8oKxvSYgr16bQalszJCdh27byJaDSasL1GYBIn18UJIYY/jdcrY1TCYePGjcycOZOvv/6amTNnDnVxoorX68Xr9aLRaML6T1sMLqlHdYzIuLa0wMknw+efK9fPTZ8OixbBzTdDXFzYXmZExnaY2t/i4Mh7P6TF4Wb2uCRW/fKwXtdJb+vx2Ps+oqTWhlGn5cSp6ZTW2fh/x+azYEp6uP6MqCPvEXVIXKODrw7VIj1xYSZvtvDTaDRotVqJbYSTelTHiIxrbCx8/DFUV8PKlTBlCrz8MlgODLm76y7lfkPDgF5mRMZ2mBoVa+TZi+dwzbwJ/HPJzD7VSW/r0dcb53B7eOu7vXxbWs8vn/2Gi5/5mh37mgdU/mgl7xF1SFyjg9r1J0lcmMkSA+Fnt9vZtWuXTLUb4aQe1TGi4zpqlDKr5XPPQVGRcg2dy6UsZ3DeeZCSAscdp6xP19jY58OP6NgOQzOyR3HNvImMiu3bArq9rcfZ45JDbv/gxyoWPPQx17/0HW1OmTm1I3mPqEPiGh1kiYEIIwszhp/H48Fms0lsI5zUozokrgf4vvHU62HjRti9G/7yF2Wx8T/8QVmXDpSE7vHHYfv2Hme8lNhGh97W4/EFo0mMMQBw5iFjuP/caaRaTcoxvPDqxjIeeH+b6uWNJPIeUYfENTqoXX96VY8uhBBCDIXsbLj8cuXH6VTWqAP44ANYvVq5lm7MGJg/H373O2X2SzGiJcUaWXvDsey3ORmXEgvASVPTWfHFbh764CccLg8rvyrlyhMmEG82DHFphRAjnfTEdaGuro7Ro0dTJjOfCSFEZDN0+MD97rtQVwdvv60MxdywAUxKbwtPPgnPPw/19UNSTDH0EmOM/gQOINak5/Jj8zl7xlgAmu0uVn1VOlTFE0IIP0niQmhoaOCMM86gurp6qIsihBAi3OLjldks779fWUg8M1PZ/tZbsGQJjB4Nxx+P/p570FdWDm1ZxbCw/Mj2ntqnPi/G5Q7PMCmn28OvXtjI0X/+iD/9dyvl9a1hOa4QIvrJcMpOvv76axYvXozZbO7X8/V6CWm4GQwGMjMzMRhk+Eokk3pUh8Q1jF57TVl37vXX4f330T/8MBknnKDE9plnoLISzjgDJk0a6pKKPgjHe2T86DiOLxjNh0X72NvQxr8+K+akqek88sF2yva3otEo69mZDTp+MTeXYyam9uq4//uhkrc3VwDwxKfFPLNuN8uOyOXaeROxGHX9Lu9gkfZHHRLX6KB2/ck6cZ38+c9/prm5maVLlzJx4kRKS0sZO3Zsj8/zrRP3zTffMGPGjEEoqRBCCFW53cqEKBoNXH89PPYY2GwwdSqcey4sW6ZceydGhPW7avnZ41/671tNeprsrqDHWQw6/nvVkeSl9rxm4dJ/r+fT7TVB28+flcU9Zx88sAILIaKaDKfs5Ne//jV33nlnv7Nnlyu4QRcD43K5qKurk9hGOKlHdUhc1ePyeqnbv1+J7QMPQE2N0ls3bZoyFHPHDuWBX3wBX34JMpPcsBSu98icvGSuPmGC/36oBA6g1enm2lXf4gwx5NLr9fqHYpbtt/HZDiWBizXquPSYPIw65WPZ69+W0+Z00+Z085c123ng/W0hjzfUpP1Rh8Q1OqhdfyNq7F9rayvl5eUh92VnZ2M09m3tmVDkDRd+TqeTvXv3YrFYZLhqBJN6VIfEVT1BsbVYlOGUZ5wBdruynAEoCd6rryrX0i1aBKeeCvPmgdU6lMUXB4TzPXLNvAnsa7Kz8qs9gLIswYPnTcNs0NHmdHPW39exq6aF78oaeGztTq48kPRtq2ziLx9u56viOqqb7MQYdRj1Wv8qF5cdk8+VJ0ygvsXJqq9LaXN6ePPbvTz/1R6+K60HIMaoTLIynEj7ow6Ja3RwOp2q1t+IOjPWr1/PcccdF3Lfpk2bmD59+uAWSAghRGTyzWgJsGqV0hv31lvKz1NPKdvOO0/ZXlICRx4JWVlDVlwRHhqNhj+eMZVZuaPQaTWccnAmOq2yRqHZoOOhn03nrH+sw+3x8vgnu1h6eA6JMUZufOU7Npc1+I9jc7ixOZSFw7UaOOdQ5bKN4yePZtXXyuyXv351c8BrP/V5MRcdmYtJP/yvlRNCqG9EDac89thj8Xq9IX8kgRNCCNEvOp2SpN17L2zdqgyzXLhQ2ff667B4sXLt3EEHwZ/+pCR1ImLptBrOmjGW06eP8SdwPtOyEjnvUCVZb7K7+PdnxTS0Ovm+XEngzAYt07ISGT86jpQ4I1aznqtPmEhGggWAI8en+IdUdravyc6b3+5V8S8TQkSSEdUTJ4QQQqguv8OQt3vvVSZF+fRT+M9/4O67ISEBfvUr2LMHGhpgyhRlAhURFa44Lp+Xvy7F5fHy1OcljB8d5x82ef6sbG4/bUqXz4016ZmenchXxXX+bX88Yyq/fX0LAE99XsK5h0qPrhBihPXEDQat/CMOO61WS0xMjMQ2wkk9qkPiqp6wxXb0aDj7bGUh8X374P/+T9l+//1w8MHt+//61/bJUkTYDPZ7ZOyoGH+i1Wx3cedbW/37ZuSM6vH5p0/P9N+++oQJLDksh8KMeAC2VjTS3MWEKkNB2h91SFyjg9r1FzFnx/r169Hr9XzwwQdB+2pra7nyyivJycnBYrEwbdo0nnzyySEoJWGZHEUEMplM5OXlYep4DYqIOFKP6pC4qkeV2MbEQGyscvvee+HDD+GKK5SZL2+4QUn0APbuhe+/B1kFaMCG4j3y/zpMQFLb4vDfPrQXSdz5s7K5dt5EblpYwJXHjwdgWlaCf/9PVU1hLOnASPujDolrdFC7/iJiOOX27ds588wzcbvdQftaWlqYP38+W7Zs4YorrqCgoICXXnqJ5cuXU1lZya233tqv18zNzaW7JfTy8vIC7tvtdkCZAbO1tdW/XafTYTQa8Xg8/sd0ZLFY/M/3dJqe2mAwoNfrcblcOJ3OgH1arRaTyYTX66WtrS3ouGazGY1G0+1x3W43DocjYJ9Go/EvdN7x7/AxmUxotVocDkdQfej1egwGQ4/HbWtrC4qt0WhEp9PhdDqDZvjUarUYDAa8Xm/QcaE9ht0dV60YdndcGD4x7O15GO7jdoyh2+3G6/Wi0WjQaDQDOr/DEcNIq5uuzsOOx9Vo2q/PGUltRDjO767OQ99yMz2d3/1qIywWWg87DA47DG6+GVpbweHA5PGgffJJuO02POPH4znpJNwnnojniCPQx8YO2xgOtI0I5//Ajuehy+UKaHsGo41IsWg4bNwovize79+fkWAmM9HSqxj+8ghlohOnw45Hp2NSWvtMp9/vqWVyqtl/fyg/R7hcLux2uz+24YzhcDu/B/NzhEajwWg0otFoVPsfKG2E+p8jXC4XMTExQY8Jl2GfxL322mssX76c/fv3h9z/6KOPsmnTJp5//nkWL14MwCWXXMLChQu54447WLp0KVmDOCNYeXk5CQnt35glJCSQlZWF0+lk586dQY+fOnUqAGVlZUEnw9ixY0lMTKShoYGKioqAfXFxceTm5uLxeEIet6CgAL1eT2VlJU1Ngd/apaenk5KSQnNzM6WlpQH7zGYz48cr3/zt2rUr6I04fvx4zGYz1dXVQXWSkpJCeno6ra2tlHS6cF+v11NQUABASUlJ0Js4NzeXuLg4amtrqakJXPjUarXS1NREVlZWUHk1Gg1TpijXF5SVlQW9UbOyskhISKC+vp7Kysqg4+bk5OB2u0PGcPLkyeh0OioqKmhubg7Yl5GRQXJyMs3NzZSVlQXss1gs5B+4JibUcSdMmIDJZKKqqoqGhoaAfampqaSlpWGz2di9e3fAPqPRyMSJEwEoLi4OanTy8vKIiYmhpqaG2tragH1JSUlkZmZit9uDyqTVaiksLASgtLQ0qBHNzs4mPj6e+vp6qqqqAvbFx8eTnZ3dZQwLCwvRaDSUl5djs9kC9mVmZpKUlERjYyN79wZerB8TE0NeXh5erzfkcSdNmoRWq6WyspLGxsaAfWlpaaSmptLS0sKePXsC9plMJiZMUKb8Li4uDvqHkJ+fj8Vioaamhrq6uoB9ycnJZGRkYLfb2bVrV8A+nU7H5MmTAdizZ09Qo5+Tk4PVaqWuro7q6uqAfQNtI0wmU8jnjaQ2YtSoUYwZMwaHwxH0tw6kjYiJicFms5GbmxtUXlCxjRg1CtOvf011dja6N9/EumoVpr/+lZqf/xz3Aw+QZjLRWllJSacYSRvRbji0EUdkavmyuH2/byhlf9qISenx/vsbtu9lZmL7eTyUnyP2798fVOcjqY1Q63OEyWTCbreTn58vnyMivI3wvT/VoPF21900xBYtWsQ777xDYWEh06ZNY+XKlaxevZp58+b5H1NYWEh9fT3l5eUB30KvXr2aBQsWcM8993DTTTepXtaNGzcyc+ZM1q5dy+zZs/3bpScu+Lh9/ZbG6XSyZ88exo0bF3J88XD7Bk164tp1jGFraytlZWX+xGO4f4M23Oqmq/PQl/z54uozktoItb5l97U9eXl5Af9ffAatjfB60Xz/PcTGops0CcOTT8Jll+E56CClh+7oo/EceiiaUaMiuo1Q61t2m80W0PYMVhvR6nRz9AOf0WxXHve7Uwq56Mhx/YphixMO+cNqAGblJLJi2Qz//qH8HNHc3ExJSUlA+zOS2gi1Pkc4HA5KS0v9X/Z0FqkxHK5thFqfI2w2G4mJiUGPCZdh3RNXVFTEXXfdxXXXXcfdd98dtL+hoYGioiJOO+20oH+wc+bMAZRr6QaTwWDwn8gdabXakNt9uhs3q9fru1wsUKPR9Pu4Op2u2+d2t6+7a/96Oq7v5A/FYDD4hy911lMMuzuuWjHs7rgQXTEcyHFNJpO/8TWZTAGPHUjdDCSGkVY3XZ2Hvn9cnePqI21E74477NuIA//TAGX9uYQEtO+8g/bpp5UJUi64AF54AZqa4N13MZ90UpeLjQ/XNqIrA20jfB/QOr9H1D6/LRY445AxPPel8k3+YXnJQP9iaDRCWryJqkY726tb/B9sOxqqzxG+x4Q6hrQRCvkcMfDjqtlGdGWgbUSoy8DCaVgncVu3bu220srLy/F6vSGHS8bHx2O1WikuLg7xTCGEECJCjRoF55+v/Hi9sH07+L6h/uwz+NnPlMXI58+HM8+EBQtg7NihLfMIdeOCAjxemJRmpTAzvucndGNSejxVjdXU25xUNdpJT+j6w7IQIvoN69kpe5rVxTcOOC4uLuT+mJgYWlpawl4uIYQQYljQaGDiRDhwrRAnnQTFxcp6dA0NcPHF7UsaOBzKWnVNw2d2w2iXEGPgrjMP4hdzcwd8rIL09p7VrRUN3TxSCDESDOskric9Xc7n9XoHfY0NWWIg/EwmE5MmTZKpdiOc1KM6JK7qidjY5ubCtdfCJ58o69I9+qiyfdMmZT26lBRYtAgefxw6TXYRjSK2HjvxrRUHcOt/trCzurmbRw+OaIntcCNxjQ5q119EJ3HWA+P9O89W46P2BYWhyMKM4eeb5ltiG9mkHtUhcVVPVMQ2JQUmTVJuz5kDO3fCPfdASwtcfjksXKjs83ph27aoXJcuKuoRWDg1nQmjlZFHlY1tLHvqK/78XhELH/6Ev320A4fL08MRwi9aYjvcSFyjgyz23Y3c3Fw0Gk3Q1KygDLVsbm4e1OUFgKDZccTAORyOkFMyi8gi9agOiat6ojK2eXlKL93atUov3TPPKNt//FEZkpmdDcuXw4svKguQR4FoqUezQceLvzyMyQd65ErrWvn72p0UVTZx3/+2sfiJL3G6BzeRi5bYDjcS1+igdv1FdBJntVqZPHkyGzZsCNrnm5Vy7ty5g1omtWeiGYncbjeNjY0S2wgn9agOiat6oj62yckwfbpyOy8P/vtfOOccWL9eme3ykEPae+bWr4cQ039Hgmiqx+Q4E48vnUmcKXheuq937+fjbdUhnqWeaIrtcCJxjQ5q119EJ3EAS5YsobS0lJUrV/q3eTwe7r//fkwmExdccMEQlk4IIYSIAGYznHwyPPQQbNkCZWWwcqUycUp1NRx2mDIr5kknwYMPwvffR+XQy0iQlRTDnadP8d+fNjbBf/ubPftDPUUIEYWG9RIDvXHNNdfw3HPPsWzZMjZu3MjEiRNZtWoVa9as4b777iM9PX2oiyiEEEJEljFjlB9Qeuy+/Rbefx9Wr4Zbb4XbboO6OmUpgw8+gKlTQf7fDpqzZowlJzkWrQbGjLIw+09rAPhmt5LEOd0eXG4vFqMOl9uDXhfx39kLITqJ+CTOYrGwdu1abr31VlasWEFTUxOTJk1ixYoVLF26dKiLJ4QQQkQ2rRamTVN+brwRWluVa+hMJmXZgtNPB5tN2X/uubBkCeTkDHWpo97MnFH+29lJMeyps/FVcR23v/kDqzaUYjZoOeOQMbywfg9p8WYuPSaPxbOzgxYJF0JEJo23p3n6Ra9s3LiRmTNnsn79embPnj3UxYkqTqeT+vp6EhMTMRgMQ10c0U9Sj+qQuKpHYttLVVWwZo1yTd3rryuJXVUVJCUpyxqMGweDPFN0RyOhHq9d9S2vbSrv8XF/ueAQTpuWGbbXHQmxHQoS1+jgdDpVrT/pXw8zvT7iOzeHHYPBQGpqqjRkEU7qUR0SV/VIbHspLQ0WL4bnn1eSt//+V0ngvF5lCYOkJDj8cPjjH2HjxkG/lm4k1OOMDr1y3flhb3gXCR8JsR0KEtfooHb9SRIXZjKTUPjJLE3RQepRHRJX9Uhs+yEuDhYsaL//ySfwxBOQmQl//jPMnAm7din7tmyBpibVizQS6nFWbmAS9/jSmcSblS+Vjfr2j3pVDW1hfd2RENuhIHGNDjI7ZYSRdeLCT9ZLiQ5Sj+qQuKpHYjtAGo2y0Pjy5fDqq8q6c59+Cvn5yv5zzlEmTZk/Hx5+GH76SZVijIR6nJRm5cLDc5gwOo7nls9hwZR0/vP/juC2Uwr58Ppj/I+rbAxvEjcSYjsUJK7RQe36k7F/QgghhFCf0QhHHtl+/7//hXfeUX7ffLOyCPlXX8GsWcq6dBYLHHSQkgyKbmk0Gu48fWrAtvGj4xg/Og6AOJOeZruLqsbIXOtPCBFMeuKEEEIIMfjy8+HKK+G996C2Ft58E2bMUPbdeqsy22V2Nlx6qbKvpWVoyxvB0hPMAFQ2tCHz2QkRHSSJE0IIIcTQio2FU08FnU65/9Zbypp055wDH36oLGPw0UfKvq1boaRkyIoaidLjlSSu1emmsc01xKURQoSDJHFhJuuvhJ9Go8FkMklsI5zUozokruqR2A6hmBiYNw8eegi2b4dt2+CEE5R9t92mLFtw+OGwYgW0dX+dl9QjpB1I4kDpjQsXia06JK7RQe36kyQuzEwm01AXIeqYzWYmTJiA2Wzu+cFi2JJ6VIfEVT0S22Fk4kTlGjmAJ5+EF18EqxV+8QtISVF66wCam4OWMJB6hPSE9s8m4ZzcRGKrDolrdFC7/iSJE0IIIUTkSEiAn/0M3n9fmdHyd7+DwkJl31VXQV6e8vs//1HWrRP+4ZQQ/mUGhBBDQ5K4MGvrYViH6LvW1la2bt1Ka2vrUBdFDIDUozokruqR2EaACRPg17+G9HTl/v/9H5x4ojLj5dlnQ3o6jsceY+vWrbT9+CNs3jzoi40PBwHDKcPYEyfvEXVIXKOD2vUnSwyIiODxeIa6CCIMpB7VIXFVj8Q2whx1lPIDUFoK69fjmToVj8uF7t//Vtajy8qCRYuUiVSOPx5GwJA13+yUEP614uQ9og6Jq+jJgJK4zZs389FHH1FeXk5DQwNWq5X8/HyOOuoopk6d2vMBhBBCCCHUkJUFWVl4W1th505cv/89hpNOUnrp3n4bHnsMfvtb+MMflCUOHA7IyBjqUquiYxL3wvo9TBwdx7Ijxg1hiYQQA9WvJG7NmjXccMMNbN68GcC/5kjHWVgOPfRQHnjgAY7suLCnEEIIIcRQMJlgwQLl5+GH4ccflclRAJ54Am65RZn18sgjlcfMnw9paUNa5HBJiTVhNelpsivLC9z59lYWHZxJqlUmYxMiUvU5ifvXv/7F5ZdfjtvtJjMzk6OOOors7GyMRiONjY3s3LmTdevWsWHDBo477jieeOIJli1bpkLRhRBCCCH6QaNpnwwFYPlyZfHxdetg7Vp49lm4/HL4+9+hqUmZIGX8+CEr7kBptRr+fM7BXP78RgA8XvixopFUa+oQl0wI0V8ar7f3V/hu3ryZQw89FIPBwF/+8hcuuuiikGsgOBwOnnrqKW688UbsdjubN29m0qRJYS34cLNx40ZmzpzJhg0bOPTQQ4e6OFHF4/Fgt9sxmUxotTIXT6SSelSHxFU9Etvo0K963LcP7HZlSOZjjykJ3dy5sHCh0kN36KGgj7xpBV75powbXv4OgFtPLuCXR+cP6HjyHlGHxDU6eDweVeuvT0d+9NFHcbvdvPbaayxfvrzLReyMRiOXXnopb7zxBk6nk7///e9hKWwkkDdb+Gm1WiwWi8Q2wkk9qkPiqh6JbXToVz2OHq0kcKCsRffss8oMmA88oCwyvny5ss9mg507w19olRSkW/23iyqbBnw8eY+oQ+IaHdSuvz4d/ZNPPuHII49kwYIFvXr8cccdx+GHH87atWv7U7ZBV1xczCmnnEJiYiK5ubncfffd9KGjEgCn06lS6UYuh8PB3r17cTgcQ10UMQBSj+qQuKpHYhsdBlyPFgssWQKvvgo1NfDFF3D11cq+999Xhlnm5cGllyqP2b8/fIUPs/Gj49Ae+P69qGLgSZy8R9QhcY0Oatdfn5K48vJypk+f3qcXmDlzJiUlJX16zlBwuVycfvrpxMXF8eWXX/LYY4/x0EMP8fjjj/fpOG63W6USjlxut5u6ujqJbYSTelSHxFU9EtvoENZ61OvhsMNgxgzl/gknwBtvwMknK9fSnXOOsj4dgMsFn3yizHo5TJgNOvJS4wDYsa8Zp3tg09jLe0QdEtfooHb99WlAd2trKwkJCX16gcTERFpaWvr0nKGwadMmioqKWLduHXFxcRQUFHDttdfywgsvcOmllw518YQQQggx3FitcNppyg/A7t1QX6/c/uorOOYYiIuDY49VrqVbsAAKCoaqtABMSreyY18zDreHkpoWJqRZe36SEGLY6VNPnMfjQd/HC3l1Ol2fhyQOhby8PN555x3i4uL82zQaDQ0NDUNYKiGEEEJEjJwcmDZNuX3YYfD11/Cb30BLC9x4o9JTB+D1wmuvQXX1oBdxcofr4r4rk884QkQquWLygOTkZObNm+e/b7fb+de//sUJJ5wwhKUSQgghRETSamHmTLj5ZvjwQ6irU66ZA9izB846S5lAZcYMuOkm+OADZQimymblJvlvv/FtueqvF277mtrweIZ/54AQauvz/LhdzUg53LW2tlJeHrqx8q1z5+P1ern44otpamripptu6tPr9LWnUvRMr9eTnJwssY1wUo/qkLiqR2IbHYZNPcbGgm+5pZwcKC9XErfVq+GZZ2DFCiW5A6UHb+pUMJvDXoxZuUlkJVkorWvlsx01VDS0kpFg6dexBju29/9vG49+tIPspBgePn86M7JHDcrrDrZhc86KAVG7/vq0TpxWq+13EjfUF2euXbuW4447LuS+TZs2+Sds8Xg8/PKXv2TlypV88MEHHH744b06vm+duG+++YYZvguehRBCCCF64vUqC4qnpyszYI4erSxInp8PZ54J558P06cr28LgodU/8cia7QDceOIkrjhu+C9k/slP1Vz45Ff++1aznr//fAaJFiMHje3bfA1CRIM+D6f0er19/hkOjj322C7L1zGB+8UvfsHKlSt5++23e53AdTTUyWo0crvd2Gw2iW2Ek3pUh8RVPRLb6BAR9ajRKAkcQFKS0hP3z3/C8cfDv/4FRx8NviWMPvhASfgG4OwZY/23395c0e/jDGZs/7OxLOB+U5uLpf/+ilMf/Ywrnt/Id6X1qpdhsETEOSt6pHb99Xlik/78RMpJeNNNN/Hqq6/y1ltvddlr1xNZJy78HA4Hu3btkvVSIpzUozokruqR2EaHiKtHrVa5Tu7ii+Gxx6CiAj7/HIxGsNvh1FOVhO+gg5THPPhg+4yYvZSdHMO0A71XP1Y0sru2f7OID2ZsKxra/LczEgKHmf73+wrO++cXlNe3ql6OwRBx56wIaVitExfNvv32Wx544AH++Mc/UlhYSGVlJZWVldTU1Ax10YQQQggxUhmNcPDBym2TCYqL4fnnYdYs+PZbuOsu8H1Zvnq1ssxBLyycmuG//d6WyjAXOvyqm+wAxJn0PLp4RtDIUrvLw7od8plNjBxhv+KutLSUbdu2kZWVxSTfBbwDtH79eo444gjee++9gBkkAWpra7n99tt588032bdvHxMnTuTqq6/moosu6tNrvP7663i9Xq6//nquv/56//b8/Hx27NgR9Pi8vLyA+3a70rg4nU5aW9u/CdLpdBiNRjwej/8xHVksFv/zPZ7ARTcNBgN6vR6XyxXUw6fVajGZTHi9Xtra2ujMbDaj0Wi6Pa7b7Q76lkCj0WA+cCF1x7/Dx2QyodVqcTgcQT2ser0eg8HQ43Hb2tqChtkajUZ0Oh1OpxNXp9m5fH+7x+MJWSZfDLs7rlox7O64MHxi2NvzMNzH7RhD337f74Gc3+GIYaTVTVfnoU/n546kNiIc53eo89B33+v1hvxbpY0Y+HEHGsPetBGd256IbyMSEpTr5M48EwCLTgdGI/bWVoznn4+mrg7PhAl4TjgBzYknojvxRFwGQ1AMT5iYxL3vKbf/u3kvF87ODNjf2zaiY2zVjGFVo1LPo60mpqRZ+McFB3PXu9vZs7/9NTaXNXDGtPRBayPU+hzR8W8ftudhJ5HcRqj1OcJut/vjooZ+JXErVqxg1apV3H777cyaNQtQxn1efvnlPPnkk/7KO+qoo1i5ciUZGRndHa5b27dv58wzzww5JLOlpYX58+ezZcsWrrjiCgoKCnjppZdYvnw5lZWV3Hrrrb1+ndtvv53bb7+93+X0qaqqYufOnf77CQkJZGVl4XQ6A7b7TJ06FYCysrKgk2Hs2LEkJibS0NBARUXgmPW4uDhyc3PxeDwhj1tQUIBer6eyspKmpqaAfenp6aSkpNDc3ExpaWnAPrPZzPjxygXOu3btCnojjh8/HrPZTHV1Nfv37w/Yl5KSQnp6Oq2trZSUlATs0+v1FBxY4LSkpCToTZybm0tcXBy1tbVBvZ9Wq7KmjcvlCiqvRqNhypQpgBLDzm/UrKwsEhISqK+vp7Iy8JtGq9VKTk4Obrc7ZAwnT56MTqejoqKC5ubmgH0ZGRkkJyfT3NxMWVngOH2LxUJ+fj5AyONOmDABk8lEVVVV0DqEqamppKWlYbPZ2N3p21Sj0cjEiRMBKC4uDnpP5OXlERMTQ01NDbW1tQH7kpKSyMzMxG63B5VJq9VSWFgIKF/CdG5Es7OziY+Pp76+nqpO12HEx8eTnZ3dZQwLCwvRaDSUl5djs9kA/PHKzMwkKSmJxsZG9u7dG/C8mJgY8vLy8Hq9IY87adIktFotlZWVNDY2BuxLS0sjNTWVlpYW9vhmejvAZDIxYcIEQIlh538I+fn5WCwWampqqKurC9iXnJxMRkYGdrudXbt2BezT6XRMnjwZgD179gQ1+jk5OVitVurq6qjutC7UQNsIXzLQ+TwcSW3EqFGjGDNmDA6HI+hvHUgbERMTAyhfIHUuL0gb4RPuNsIn3G2Erx6ito3Yuxf7m28St2EDcevWEffWWxgfewzKymgwm2l84w3cCQm0TZgAWi1xcXEUpFspqmxic3kj6zdvIyW2/WNhb9oIX5vU8RxXo41oc3locSjnc6rVRElJCWO1Lv52cirvbm/m718pdbG5vGFQ2wi1Pkf42nWQNmIw2wifcLYRiYmJQa8dLn2anRLgkksu4cknnwTgpZde4uyzzwbg1ltv5Z577gFg3rx5aDQaPvjgAyZNmsS3334bMIV/b7322mssX77c/yZfvXp1QE/cvffey80338zzzz/P4sWLAeWf7cKFC/n444/ZsWMHWVlZfX7d/vDNTrl27Vpmz57t3y49ccHH7eu3NC6Xi7KyMnJyckLOjjrcvkGTb9nbdYxha2sre/fuJTMzE5PJNOy/QRtuddPVeehyudi1a5c/rj4jqY1Q61t2X9uTm5sbdEyQNiIcxx2Mb9ltNltA2zNi2givF8PevejHj8flcqGdPBntjh1409Nxn3QS3gUL+JdlEvd+oXz4vXXhBJbOaf/M1Ju6aWlpYffu3QHtjxox3F1nY+FfvwTg1GmZ3Hfm5IAYnvTol5TU2jDqtGz67fFoCSxvpPXEOZ1OysvLGTduXMgJAofzeRiJbYRanyNsNtvwSeLef/99Fi5cSH5+Pvfeey8nnngisbGx7Nu3j+zsbJxOJw8//DBXXnklAC+88AJLlizh4Ycf5qqrrupTwRYtWsQ777xDYWEh06ZNY+XKlUFJXGFhIfX19ZSXlwd8uF+9ejULFizgnnvu6fM6b/0lSwwIIYQQYthqaoING+Dtt+Gtt2DHDko++pJj36vhjB8+IjctnmseuhYOjH4Zak9/Xszm8gZ+cXgudpeH8/75BQDLjxzHbacUBjz2ypWbeOs7JRl956qjKMyMH/TyCjHY+jSxydNPP01MTAyfffYZZ511FrGxsQC88cYbOBwOxowZwxVXXOF//OLFi5k+fTqvvPJKnwtWVFTEXXfdxcaNG/1dvx01NDRQVFTE7Nmzg3pn5syZAyjX0gkhhBBCjHhWq7JkwYMPwvbtUF5OzlGHkpcay1HFG7nm37/Hm5oKp50GTz/d5xkvw2lPrY3b39rKfzaWc/rfPuf/Pf+Nf99oqyno8ZPS4vy3T/7Lp9z/v214PMNjiSsh1NKnJG7dunWccsoppKWlBWxfs2YNGo2Gk08+Ga028JBHHnkkP/74Y58LtnXrVm655ZaA4UEdlZeX4/V6Qw6XjI+Px2q1Ulxc3OfXHahQXcFiYNra2vjpp59CdoeLyCH1qA6Jq3okttFB6rELmZlodDrm5idz/SnXc+Rl/2bvTb+Dujq46CL4/nvlcVu2QFERhBg6plZsf6oKvAavprl9SNvo+ODPhRPTAnsPH/1oB690Wlcuksg5Gx3Urr8+JXH79u0LeW3AZ599BigLancWHx8fdEFsb3SVvPn4LuSMi4sLuT8mJoaWlv6tezIQw2Vx82ji9XpxOBwS2wgn9agOiat6JLbRQeqxe4kWZc6CsoQ0di25BD77DMrLYe5c5QFXXw2TJ0NqKlxyCTzxBByY4CNcsd24Zz/Xv/QdX5coE5TsqbN1+di0eHPQtknpwUNAP95WHbQtUsg5Gx3Urr8+JXFGozEoqywuLvbPCHP00UcHPaeqqkqVi/p6CozX6w3qFRRCCCGEEO2s5vYZKZvaDkw6kZEBOp1y++WXYe1auP56+OQTuPxyZX06QLN5M+YffoCGBug06URf3PTKZl7dWMaypzbgdHsCkrjEmPalVDITzByakxT0/KxRMUHbdlY3B20TIpr0KcvJy8tj69atAdveffddQJmKNjMzM+g5H330EePGjRtAEUPzTTvfebpRH7VnhBFCCCGEiHRWc3uS1NTmDH5AUhIccwzccQds2wa1tXDCCQAY/vQnxp9/PpaMDBgzBn73O+g01XtPbA4X2/cpCVez3cXH26op7ZDEPfyz6VhNelKtJp78v1kY9cEfXbVaDSdNTQ/YtqumBbdcFyeiWJ+SuJNPPpkPP/zQP3yypaWFRx99FI1Gw3nnnRf0+H/961/s2rUraIHucMjNzUWj0QStrQHKUMvm5uZBW15ACCGEECISheyJ605CAhiUxM/xzDPsfO45HCtWwFlnKZOmfKHMIsnatbBiBfRwacuOfYE9Zi98tcffE2fUazl6Qipf3zaPT399HAXpXc86+dDPpvP8xXM4cnyKUjaXh731wdfxdfRhURUPrf6Jepuj28cJMRz1KYm75ppriI+PZ/78+Rx33HEUFBRQVFRESkqKf1kBgM2bN/Ob3/yGK664gri4uIAZK8PFarUyefJkNmzYELTPNyvlXN947kFkMBh6fpDoE6PRSE5OTr/WGhTDh9SjOiSu6pHYRgepx+51TOIae5PEdWCMj2f0aaehW7wY/vY3pRfu9NOVne++C8uWKT10Z54JDzwAO3YEHWN7VWAS92HRPn/PXNYoC1qtBpNeh9mg67YsZoOOI8ancPDYBP+2ZU991eXlN9VNdi57diOPrNnO3z4KLtdQknM2Oqhdf31K4lJSUlizZg3jxo3j448/pry8nKysLN58802SktrHKPvWaNNoNDz33HOkp6d3c9T+W7JkCaWlpaxcudK/zePxcP/992MymbjgggtUed3u6HTdNzKi73Q6HVarVWIb4aQe1SFxVY/ENjpIPXav43DK5j4mcUGxjY8H/YGk8N57obgYrrlGWa7gttvg00+VfR9+qOzfsoWf9nU9+V12UvC1bj2ZktmexO2sbuHb0vqQj1tfXIvDrVzH98Sngz+beXfknI0OatefvueHBDrkkEP44YcfKCoqwuFwMHXq1KBCnnjiiVitVq666qqQa7yFyzXXXMNzzz3HsmXL/OvJrVq1ijVr1nDfffepljx2p/NK9GLgnE4ndXV1JCUlSU9nBJN6VIfEVT0S2+gg9di9+IDhlCGuietGj7HNyYHbb1duOxztk59s3Ah/+hPcfDNLssZD/pG8XXA042YW8tmOGgD0Wg0XzM7u89+zYEoaybFGaluUIZLbq5o5JHuUf7/X62V9cR2/emFTwPO8Xm/QusNDRc7Z6OB0OlWtvz4ncaAkKhUVFVRXV2Oz2ZgzZ07ATJDPPPNM2ArYHYvFwtq1a7n11ltZsWIFTU1NTJo0iRUrVrB06dJBKUNnksSFn8vlorq6mvj4eGnMIpjUozokruqR2EYHqcfuBU5s0rfPMH2KbcehZTfcAFddBf/7Hz/99kGu/ewFPGYLt/xtGZ+8+B77vvqWKb9axpTxff8y3qDT8tDPpnPhk18BgbNUfra9hlte20xpXfC1cuNueYesJAsnH5TBdfMnYtIPXS+YnLPRweVyDa8k7tVXX+Xyyy+ntrbWvy0vL4+nn36aI444IqyF87n99tu53fdNTiepqak88cQTPPHEE6q8thBCCCFEtIrr2BNn71tP3IAYjdhOPImL12kxn9DGwWOsaLUaji3fAn/5Dfz7Ljj0UGWNukWLlJ9eyh/dvoawL4mrbrKz/JkN2F1dL4VQWtfKPz/eRYvdxR/POKj/f5sQg6BP18StX7+e888/n5qaGtLT05k1axZJSUns3LmThQsXsn37drXKKYQQQgghwizWqEN7YBRhX3viBmrnvha8Xmg1msnKTlM23ngj7NwJv/kNpKTAxx+3T4jy5Zfw+99DUVG3x82IN2M5MBHKBz/uY+veRn73xpZuE7iOXli/hwbbICa0QvRDn5K4Bx98EI/Hw2OPPUZZWRlffvklVVVV/OEPf6ClpYVHHnlErXIKIYQQQogw02g0xJmU3rjBTuK2d5jUZEKH3jPGjYObb1YWGv/hB2XoJcBPP8Gjjyq9c9nZ8POfK9s60Wo15KXG+u+f/JdPeXdLZcgyLJySzh/PmMpr/28uCwqVRNLjhb0N3S9PIMRQ69Nwyi+//JKTTz6ZX/7yl/5tWq2W3/zmN7z99tusXbs23OWLODKTUPjpdDoSEhIkthFO6lEdElf1SGyjg9Rjz6xmA41trj5PbDKQ2BbXtHDdS9/5709Ms3b9YN+EIxdeCD/7Gbz9NmzYAC++CG++qVxjt3UrbNoE55wDRiOL52Tzm9e2BB3qrjMPotnuxGLQseSwnIDJTCamWXl/axUAVY1tTM7oel06Nck5Gx3Urr8+9cTt27ePqVOnhtx3+OGHs2fPnrAUKpLJBajhZzQaycrKkvVSIpzUozokruqR2EYHqcee+daK6/M6cQOI7Y0vfxdwf3zHnrjumExw9tlwzz2wbRtcdJGy/Z13YMkSiImBpCR+/tjtfH2sJejpZ80Ywy+Pzmfp4blBs1GmxZv8t/c12fv2B4WRnLPRQe3661NPnMPhwGIJfkMAJCQkYLPZwlKoSObx9G68teg9j8fjn6a14yyoIrJIPapD4qoeiW10kHrsWfyBGSodLg92l7vXMzP2N7aldTa+3r3ffz8p1siYxNCfL7tlMik/oPTGnXIKrFkDFRXw2mukTJ3K+NGHEvvtN5z3/Wo+mzkPs3c+EPrvS7Wa/berhzCJk3M2Ong8HlXrr09H7mrV+97uHwkcDsdQFyHq2O12tm/fjt0+dA2qGDipR3VIXNUjsY0OUo89swasFdf73rj+xva/31cE3H/oZ9PRasOwRltBAVxxBfzxj8q1dNdfT0qckYMqd3BEyXf84983KAuSX3kl/Phj0NM79sRVNbYNvDz9JOdsdFC7/vq1TpwQQgghhIgOnZO4lDhTN48euDU/Vvlvr73hWHJTYrt59MDotBqem7GIF6Yv5Py9m7grZT+88QaceqoyQcq990JJCRx/PKOPmud/3r5GSaDE8CZ9tEIIIYQQI1jHBb+bVZ6h0uv18mOFMivlmESLqgkcwJTMBAA8Wh31J50CDz8MxcWwYIHyALMZ3n8fzjuPzIk5/PM/f2RK1U6qmoauJ06I3uhzT9zrr79OSUlJ0PZvv/0WgIt8F5h2oNFo+Pe//93nwgkhhBBCCHUF9sSpuz5a2f5Wmu1KoliQ3s2MlGFy+TH5/HdzBXaXm1tOmhz8gKuvVn5++gnNyy8z9h/PovO4qahv4/XLbsO+5UdmnDWPCafPh/x81csrRG/1OYn79ttv/QlbKE8//XTQNknihBBCCCGGp449cX2dobKvtlW2rw03aRCSuFGxRj759XF4vF4Mum4GoE2cCL/5DbckHMPmsgZobGPH1hLO+WEduZ+/CtcDc+fCb38LJ52kermF6EmfkrinnnpKrXJEDbPZ3PODRJ9YLJYul7YQkUPqUR0SV/VIbKOD1GPPOvbENfahJ64/sd1WNbhJHCjXxeno3cQpmQkWJYkDHp17Po/OPZ+E1ia+m2FX1qRLUxYE55FHoLwcjj8e5s+HMK4JJudsdOhqRv9w6VMS94tf/EKtcgghhBBCiCGQHt/+BfTLX5dy7syxQWuohcO+xjYe/uAn//2C9KFZTLs7mSGWOmiwWGm94FwsHT8He73wwgtw333K/UMPhdtvh0WLBqegYsSTiU3CTJYYCD+73c7OnTtlqt0IJ/WoDomreiS20UHqsWdHTUxh3IEJRjaU7OfN7/b26nl9je1tb2zB6VaWo4o16shLVXdSk/7ISAg9ompndXPghmuugdJSWL9e6ZXLzobcXGXf/ffD0qWwahV89RX0cQ1hOWejg9r1J0lcmMli3+Hn8XhobW2V2EY4qUd1SFzVI7GNDlKPPTPpdfz+1EL//dc3lffqeX2N7e5am//2gz+b3v01akOkq/XqgpI4AI0GZs+Gq66CV1+FKVOU7VYrbNoE558Pc+ZATAxs3NjrMsg5Gx3Urr/h9+4RQgghhBCD6piJqYyKUSY42VzWgNfrDftr+BYST4kzcuKU9LAfPxwWTk1HfyCRO2Ziqn972f7W3h/k0kthyxYoK1Ouo7vgAqWnDuDyy+HCC+GGG2DbNmVYphD9IElcB1u2bOGYY44hNjaWiRMn8uyzzw51kYQQQgghVKfRaDhobCIAtS0Oyuv7kLT0UmOrMmlKvMXQwyOHzphECy9ddjiPLj6Ea+ZN8G/vVzzGjFEWFX/qKUhJUbYlJcH338OKFVBQoPzs26fsc6q7vIOILpLEHeBwODj55JOZOnUqmzdv5ve//z0XX3wx69evH+qiCSGEEEKobtrYBP9t3wyN4eL2eGk6sD5cvHn4JnEAM7JHccrBmWQlxfi37Q1XUvunPylDLXfvhpdfhoMOgoQDcT/ySBg3Dv2DD2Lavh0aG8PzmiIqSRJ3wN69ezniiCN4+OGHyc/P5+c//zlTp07l888/79Nx9Po+L70nemAwGBg7diwGw/Bu9EX3pB7VIXFVj8Q2Okg99t7BB3riAL4rq+/x8X2JbXOH9eeGc09cR8mxRkx65aPy2m3VlNbZenhGH1gscM458MorYDIp2268EU44Af3vf8+Es87Ckp4OP/6o7GtrC99ri0GhdpsjGccBubm5rFy5EgCv18u7777Ltm3bOOqoo/p0HEniwk+v15OYmDjUxRADJPWoDomreiS20UHqsfcCeuJKe+6J60tsO64/13FduuFMo9Fgd7VPTnHps9/w36uOVGX5BUBJ6s45B83tt0NRkTLMcvJkZd+sWcrwzMJCpcfupJOURFAMW2rnBNIT14nX6yU2NpZFixZx4YUXMmvWrD493+Vy9fwg0Scul4va2lqJbYSTelSHxFU9EtvoIPXYe6Pjzf4p9r8rq8fl7n52vb7EtmMSN9yHU3Z0xPhk/+2tFY18sbNW9dd0padTe8ghuM47r33jFVcoC4q/+SacfTaMHg3V1co+GXY5LKnd5oyYJK61tZUdO3aE/Om4tpvH4+GTTz7hxRdf5MUXX+TBBx/s0+vIP4nwczqdVFRU4JQLfiOa1KM6JK7qkdhGB6nHvpmZMwoAm8PN1oruk4O+xLaxteNwysjoiQNYMicn4P6HRftUf82Qcb3sMvjvf2HHDmVWy5tvVpYyADj6aCWpu/pq+Ne/2odgiiGldpsTOe+iAVq/fj3HHXdcyH2bNm1i+vTpAOh0Og499FAOPfRQysrK+Nvf/sZ11103iCUVQgghhBgas8cl8fbmCgC+Kq4LuE5uICK1J+6kgzJYd/PxzL3nQwC+Lw/vhC/9MnEi/OY3ym2vF37/e/j0U/j3v5VeOb0edu6ErCxlWGZ+PhiNQ1tmEXYjpifu2GOPxev1hvyZPn06e/fu5b///W/AcyZPnkxNTc0QlVgIIYQQYnDNyk3y395QUhe24/qWFwCIj5Br4nwyEy2MSVSuP9tS3oDHM4zWdtNo4Mwz4cEHobwcKith3TplXbqdO+Gww5TlDRYvVpY1qFV/OKgYHCMmievJjz/+yFlnnUV9fb1/26ZNmygsLBy6QgkhhBBCDKJJaVZ/krWhZH/YEpamCJydsqODxiiTvrQ43Kz+scq//b0tFfx97Q7anO6hKlq7uDhIS1MmQQFlIpQPPlBmvdywAX7xC2VdOveBsu7c2X5bRBxJ4g44+uijGT9+PMuXL2fbtm2sWrWKe++9l1tuuaVPx9FqJaThptVqiYuLk9hGOKlHdUhc1SOxjQ5Sj32j1WqYPU7pjatrcfD+1qpuHtv72EbqcEqfU6Zl+G8/9vFOAN74tpzLntvIn9/bxj3vFoXttcJ2zlosSkJ3222wfbvSS/fii8oEKTabMiwzORlOPBEeeQS++UYZninCQu02JyJatPXr16PX6/nggw+C9tXW1nLllVeSk5ODxWJh2rRpPPnkk31+DYPBwNtvv43NZuPQQw/lpptu4oEHHuC0007r03GMMuY47EwmE7m5uZh866iIiCT1qA6Jq3okttFB6rHvft5hMo+/fbQDbxcf7PsS20id2MRn0UEZ/h7K8v2teDxe/vTf9glEnl5XQm2zPSyvpdo5m5YGJ5yg3DYYYPVq+NWvoLUVrrkGzjpLub13L7z2GshkfQOidpsz7N9F27dv58wzz8Qdoru3paWF+fPns2XLFq644goKCgp46aWXWL58OZWVldx66619eq1x48bx7rvv9uqxeXl5AfftduWN29raSmtrq3+7TqfDaDTi8Xj8j+nIcmCND7vdjscTOJWvwWBAr9fjcrmCZrjRarWYTCa8Xi9tIRaANJvNyvom3RzX7XYHzMwJypooZrPZ/7d0ZjKZ0Gq1OByOoDrR6/UYDIYej9vW1hb0D8FoNKLT6XA6nUEzfGq1Wv9aG52PC+0x7O64asWwu+PC8Ilhb8/DcB+3YwzdbjcejwetVotGoxnQ+R2OGEZa3XR1Hup0On95O65dNJLaiHCc312dh3q93h+nzqSNGPhxBxrD3rQRLpcroO0ZaW1Ef2I4JzuOKZnx/LC3ke/LG/hm1z6mZMaHPG5bW5s/tt3FcH9L+22r2TAsY9jdcd1uNylxRhrbXLTYXXz+UyX7mgKP9damUn526Bj//f6e377/kVqtVrX/gW1uN97DD4fDD1cmSampwWizoYuJwVlbi+Gss/DGxeE5/ng8BQVw+ukY5s6NyjZCrc8RLpeLmJiYoMeEy7BO4l577TWWL1/O/v37Q+5/9NFH2bRpE88//zyLFy8G4JJLLmHhwoXccccdLF26lKysrMEsMuXl5SQktC+WmZCQQFZWFk6nk507dwY9furUqQCUlZUFnQxjx44lMTGRhoYGKioqAvbFxcWRm5uLx+MJedyCggL0ej2VlZU0NTUF7EtPTyclJYXm5mZKS0sD9pnNZsaPHw/Arl27gt6I48ePx2w2U11dHVQvKSkppKen09raSklJScA+vV5PQUEBACUlJUFv4tzcXOLi4qitrQ2aTMZqtdLU1ERWVlZQeTUaDVOmTAGUGHZ+o2ZlZZGQkEB9fT2VlZVBx83JycHtdoeM4eTJk9HpdFRUVNDc3BywLyMjg+TkZJqbmykrKwvYZ7FYyM/PBwh53AkTJmAymaiqqqKhIXCWq9TUVNLS0rDZbOzevTtgn9FoZOLEiQAUFxcHNTp5eXnExMRQU1NDbacLl5OSksjMzMRutweVSavV+q/9LC0tDWpEs7OziY+Pp76+nqqqwGE18fHxZGdndxnDwsJCNBoN5eXl2Gy2gH2ZmZkkJSXR2NjI3r17A/bFxMSQl5eH1+sNedxJkyah1WqprKyksdP6OGlpaaSmptLS0sKePXsC9plMJiZMmAAoMez8DyE/Px+LxUJNTQ11dYEX9CcnJ5ORkYHdbmfXrl0B+3Q6HZMPLMi6Z8+eoEY/JycHq9VKXV0d1b51fQ4YaBthMplCPm8ktRGjRo1izJgxOByOoL91IG1ETEwMNpuN3NzcoPKCtBE+0kYohmsb0d/PEScWjuaHvUrsvv1pN+bW9g+jvjZi//79QXXeVRtRUdt+LsebDRHZRug8ymvaHG5e+XJ7UMze2LibQ0e1P7+/bYTJZMJut5Ofnz/4bQRQo9fTsmoVCf/7H5atW7GsWYPriy/gk0+wl5ZS/+ij2GbMoHXqVNBopI3ooHMb4Xt/qkHj7aqPfIgtWrSId955h8LCQqZNm8bKlStZvXo18+bN8z+msLCQ+vp6ysvLA76BXr16NQsWLOCee+7hpptuGpTybty4kZkzZ7J27Vpmz57t3y49ccHH7eu3NE6nkz179jBu3LiQ44ulJy7wbx2u37K3trZSVlbmTzyG+zdow61uujoPfR/sfHH1GUlthFo9cb62Jy8vL+B/jI+0EQM/7mB8y26z2QLanpHWRvQ3hi9tquT3b24F4O4zJnNGh2vCfMdtbm6mpKQkoP3pKoa/eGYjX5XUA7D1zhPR4xl2Meypjfj5v9az/sDf0JHZoKXNqcT+1oUTWDpH6UDo7/ntcDgoLS31f9nT2aCfh42N6NraMObk4HnvPTSLFqHxePBMmYL71FNxn3QS5qOP7vtxGR5thFqfI2w2G4mJiUGPCZdh2xNXVFTEXXfdxXXXXcfdd98dtL+hoYGioiJOO+20oH+uc+bMAZRr6QabwWDwNwYdabXakNt9uhs3q9fr/cMJO9NoNP0+rk6n6/a53e3r7tq/no7rO/lDMRgMGAyhL3juKYbdHVetGHZ3XIiuGA7kuCaTyd/4mkymgMcOpG4GEsNIq5uuzkPfP67OcfWRNqJ3x5U2QjGUbURXBtpG+D6gdX6PRNv5He4YdpxB0u4O/RidTud/7VD7fdsa25x8X670+Meb9VgMOjSart8Xw/H81uv1WC3BMc5NjiE9wcyXu5Se2bve287s/NFMz0r0Pybi24gOx9EuXAjNzfDFF2gffhjt449j2LlTWXB8+3bMb74J55+vzIzZ03E7GMo2oisDbSNCXQoWTsM2idu6dWu3FVZeXo7X6w05XDI+Ph6r1UpxcbGaRRRCCCGEiEpWU/uH7Wb7wCa4eH1TOa0HpuA/ffqYkD3bkSDOpAvadtJBGexrtAPtw2tf31QekMRFHYsFjj9e+fF6wdeD9t138Nvfwg03wNSpyv7TTmufTEWE1bCdnbKnGV18Y4Dj4uJC7o+JiaGlpSXs5RJCCCGEiHbWDgtyd1zjrT9e/ab9mq/Fc7IHdKyhFGMK7Ps485AxXHHceMaMCuyR+ao4fIukD3saDfh69c45R1nG4G9/g7Fj4X//gy+/VPa9+irccYeS6A3PK7kizrBN4nrS06V8Xq93SNaEkSmMw89sNlNQUNBt178Y/qQe1SFxVY/ENjpIPfaPtcNabo1dJHG9iW11k53vypQv3idnxDM5I77Lxw53cZ2SuHvPPpg4kx69NrBnsaiycUC9lxF9ziYkwP/7f/Duu1BUBL6Z4rduhYcegunTwWRSeuc++WRIi6o2tesvYpM4q9UKEDRTjY/aFxN2JVKHCAxnvimhJbaRTepRHRJX9Uhso4PUY/8E9sQ5Qz6mN7H9+Kf22TaPL0gNXwGHQKwxMIkz6pWP0TOyRwVs93jhu9L6fr9OVJ2zvr/httugogJefllJ8gDGjVN65RYsgJ/9DD74AFS+jmwwqV1/EZvE5ebmotFogqZlBWWoZXNz86AvLwCh1zETA2O329m9e3fIWYtE5JB6VIfEVT0S2+gg9dg/vRlO2ZvYfrRtn//2cZNGh6+AQyA2xDVxAEeMT+aSo8YFbNtS3hDysb0RteesxaIMuXz4YVizBrKyoKUFdu+Gt96C+fPBaoX77x/qkoaF2vUXsUmc1Wpl8uTJbNiwIWifb1bKuXPnDnaxgqY/FQPn8XhoamqS2EY4qUd1SFzVI7GNDlKP/dNx6GBXPXG9ie0PB5KZGKMu4if7sBhDJ3EajYbfLCrkhUvm+Lftt4WOWW+MqHM2Lg62bYOmJnjnHaVHLjZW2bdyJaSnw9Kl8NFH0GktuOFO7fqL2CQOYMmSJZSWlrJy5Ur/No/Hw/3334/JZOKCCy4YwtIJIYQQQkQmvU5LzIGkZSATm9Q0KyOU0uPN6HUR/bETl7v7+RgSOizL0NAqI7P6RKeDk06Cp56Cyy9XtsXGKssVfPWVMtPlmDGwbp2yz2Yb8ROkDNslBnrjmmuu4bnnnmPZsmVs3LiRiRMnsmrVKtasWcN9991Henr6UBdRCCGEECIiWc16bA53v5O4NqfbP8FHSlzkT/zmcHXfs5IY077mWENr/3vixAGnnab8PPggrF4Nr7wCvgXQzz8fNmyAgw6COXPg0kuVGTFHkIj+SsRisbB27VouvPBCVqxYwdVXX01tbS0rVqzghhtuGOriCSGEEEJELN8MlV0Np+xJTXP7NUEp1q4XVY4UWUntSwlMyQyeZTOxQ09c/QCGU4pOtFo48UR44glIS1O2XX21MvRy40a45x7IzoYtW5R977wD+/cPXXkHSUQkcbfffjter5d58+YF7UtNTeWJJ56gqqoKm83Gpk2bWLp06RCUUtHVivGi/wwGA+np6RgMhp4fLIYtqUd1SFzVI7GNDlKP/ee7Lq7F4cbtCR661lNsfUMpAZJjI78nbkFhOgunpDMpzcqji2cE7Y8x6vzLDQwkiZNzthdOOEGZIKWmBmprlYlRpk5VZrc86yxISoLTT4d//lNZu24IqF1/knGEmSRx4afX60lJSRnqYogBknpUh8RVPRLb6CD12H8dZ6hstrsCrvmCnmNb09ShJy4KhlNqtRoeWzqzy/0ajYbEGAM1zY4BDaeUc7aP4uNh0SLltk4H//mPsk7dmjVw2WXw/ffw6KOwb59yzd3ChTBtmurFUjsniIieuEjijqL1LYYLt9tNQ0ODxDbCST2qQ+KqHoltdJB67L/4Dgt+hxpS2VNso204ZW/4Et2BJHFyzg7QySfDX/+qLDC+b59yXR3An/8MN9+sLDh++ulw552webNqxVC7/iSJCzOnU8ZAh5vD4aC0tFTW4ItwUo/qkLiqR2IbHaQe+6+nteJ6im1tS/v2aOiJ6w1fEtdsd+F092+KeTlnwyg1VVlMHJT15xoa4He/U4Zg3nMPGAzKLJfLlilDL7//PmwLjqtdf5LECSGEEEKIIL1Z8Ls71QHDKUdGT1zHGSoHsuC3UEl8PNxxB3z2mbJMweTJyjVz776rDL08+GDIzIQ//WmoS9ojSeKEEEIIIUQQaw/DKXsSMJxyhPTEHZaX5L/978+Kh7AkotcyMqCqCkpKlGvmTjwRmpuVHrqnn4ajj4ZrroH33gtbL104SBInhBBCCCGCDLQnbiQmcRcenotBp8xQ+WNF4xCXRvRJTo4yrHLFCrj7bmVbY6OyrMGqVcpi5GPGwDPPKPtc/Vs/MVwkiQszjUYz1EWIOhqNBrPZLLGNcFKP6pC4qkdiGx2kHvvPt8QAhO6J6ym2viUGLAYdsaaRMXu32aAjLyUOgNK61pBLM/REztlhQqOBq66Cl1+G7duVxcYvu0xZaBxg3jwwGpXhl6+/Dp2ugVO7/iSJCzOTaWR80zSYzGYz48ePx2w2D3VRxABIPapD4qoeiW10kHrsv/gOSwo0huiJ6y62Ho+Xsv02ADISRlbsc5JjAHC4Paze2vc1yuScHYbi4uDss+H228H3Wf/885VFxisq4MwzlXXrAPbuhR07VK8/SeKEEEIIIUSQjuvC9XXK/KqmNtqcyuyMuSmxYS3XcOdL4gAue24jXm/fe+NEBLjsMtixQxlWuXEjTJmibF+2DCZMUHroVCRJXJi1tbUNdRGiTmtrKz/88AOtra1DXRQxAFKP6pC4qkdiGx2kHvsvMaZDEmcLTuK6i21xTYv/dm7yyEriJmfEB9xvtvft2ik5ZyOMTgeHHNK+4Pgrr8Bzz+E65hhVX1aSOBER5Fus6CD1qA6Jq3okttFB6rF/OvbE1beGXvOqq9iW1Nj8t8elxIR8TLQ65eDAHpj6EAlwT+ScjWDx8fDzn+N88klVX0aSOCGEEEIIEWQgwyl313boiRthwymNei1LDsv2399vk0W7RfhJEieEEEIIIYJYDDr/dPkNrX0bEjiSh1MCJHVY9LuuRZI4EX6SxAkhhBBCiCAajYYEi5KMNPSxN6nkQE+cUaclM9ES9rINd4kdkrj+DKcUoieSxIWZ0Wjs+UGiT0wmE+PHj5flGyKc1KM6JK7qkdhGB6nHgUmwKOu7hRpO2VVsPR4vu2uVa+KykizotCNvvbNRse1DUfvaEyfnbHRQu/4kievCokWLuPjii/v8PK1WQhpuWq0Ws9kssY1wUo/qkLiqR2IbHaQeB8Z3XVyLw826HTX8csXXfLRtH9B1bCsa27C7lOUFxo2w6+F8RgX0xPUtiZNzNjqoXX9ydoTw4osv8s477/TruU6ndJmHm8PhoLy8HIdDxpRHMqlHdUhc1SOxjQ5SjwPTcVjg4n+t5/2tVfzmP98DXce2ZIRfDweBSVxdH5M4OWejg9r1J0lcJ3V1ddx4443MmjWrX893u91hLpFwu93s379fYhvhpB7VIXFVj8Q2Okg9DkzHGSp99ja0YXe5u4xtyQiemdInOa49iatp6tuH+d6es+//UMmSf63n/R8q+1VGoS612xy9qkePQDfccANLly5l7969Q10UIYQQQoghFSqJA9jXaCfFEvpat449cSN1OOVoq9l/u6qpLezHv+fdIh77eCcAP+xt4ITJaei0Gqqb7DjdHjISzGg0I+9axJFEkrgOPvzwQz755BO+//57Lr/88qEujhBCCCHEkOoyiWtqI8USetbJ4g4LfY/UnjijXktyrJHaFgf7Gu1hO251k53/9/w3bCjZ79+23+bk/Me/YMe+ZvYfmAnzrBljePC86WF7XTH8jJgkrrW1lfLy8pD7srOz8Xg8XHrppfztb3/D0kWjJIQQQggxknSVxFU12ikcHfrzkn95Ab2WjHhzyMeMBKPjzUoS19SGx+NFG4ZZOp/8vDgggfPpvO0/G8t54Nxp0hsXxUZMErd+/XqOO+64kPs2bdrEqlWrOPTQQznxxBMH9Dp6/YgJ6aDR6/WkpKRIbCOc1KM6JK7qkdhGB6nHgek6iWsLGVuv18ueOqUnLjspJiyJS6RKizfxYwU43UpMetsr2d05u3Zbda9fv9XpJsYo5/1QUbvNGTE1e+yxx+L1ervcf+aZZ1JZWUlcXBwAdrvS9f3FF1/www8/9Pp15J9E+BkMBtLT04e6GGKApB7VIXFVj8Q2Okg9Dkx3PXGhYltvc+I4sLxARsLI7YUDSOtwXdySf6/ns5uO79XzujtnxyRa+LGisVfHqWtxSBI3hAyG0O+dcJGaPWDt2rUBywPcdNNN6HQ67rvvvj4dR2a/Cj+3201raysWiwWdTjfUxRH9JPWoDomreiS20UHqcWBiTaE/Ku5rbAsZ28rG9kk80kfwUEqAwsx4/+2y/a24Pd5eLXze1Tm7uayeD36s8t+/8/QpfLmrlne+Dz075f4WJ2NHDeAPEAPidrtVbXNkiYEDcnJyGD9+vP/HarUSHx9PTk5On44j68SFn8PhoKSkRNZLiXBSj+qQuKpHYhsdpB4HJr1Db1pKh2nzq5raQsY2IIkb4T1xi+dkB9w/+Pb/safW1sWj23V1zl727DcB9y88PJcHzp3OP5fODHmcvq5PJ8JL1olDuZ5Nr9fzwQcfBO2rra3lyiuvJCcnB4vFwrRp03jyySeHoJRCCCGEENFlXEosVxyXz+F5ybx06eFYDErPQlUXMy7u65DEpY3wnjiDTsvFR47z329xuHlg9bZ+HavB5mRvQ/BSBRajjhOnhB56WdcSvlkxxfAz7IdTbt++nTPPPDPkMMWWlhbmz5/Pli1buOKKKygoKOCll15i+fLlVFZWcuutt/b7dZ9++ulu9+fl5QXc911D53Q6aW1t9W/X6XQYjUY8Ho//MR35ZsK02+14PJ6AfQaDAb1ej8vlCurh02q1mEwmvF4vbW3Bb2qzWVkfpLvjut3uoG8JNBoNZrPS6Hb8O3xMJhNarRaHwxFUJ3q9HoPB0ONx29ragq5PNBqN6HQ6nE4nLpcrYJ/vb/d4PCHL5Ithd8dVK4bdHReGTwx7ex6G+7gdY+jb7/s9kPM7HDGMtLrp6jz06fzckdRGhOP8DnUe+u57vd6Qf6u0EQM/7kBj2Js2onPbM9LaiHB8jvjV0TmAMjIp1WpkT10rVQeGU/pe26esttl/e5RZExTH4RxDNT5HpFhNAduqGlppbW3ttm46/u2++BXtDbwObtHBGQExNOm12F2B9b+xpJYTJozCoFP6bIY6hsO1jVDrc4Tdbld1xvthncS99tprLF++nP37g6dSBXj00UfZtGkTzz//PIsXLwbgkksuYeHChdxxxx0sXbqUrKyswSwyVVVV7Ny5038/ISGBrKwsnE5nwHafqVOnAlBWVhZ0MowdO5bExEQaGhqoqKgI2BcXF0dubi4ejyfkcQsKCtDr9VRWVtLU1BSwLz09nZSUFJqbmyktLQ3YZzabGT9+PAC7du0KeiOOHz8es9lMdXV1UL2kpKSQnp5Oa2srJSUlAfv0ej0FBQUAlJSUBL2Jc3NziYuLo7a2lpqamoB9VqsVAJfLFVRejUbDlClTACWGnd+oWVlZJCQkUF9fT2Vl4Jhxq9VKTk4Obrc7ZAwnT56MTqejoqKC5ubmgH0ZGRkkJyfT3NxMWVlZwD6LxUJ+fj5AyONOmDABk8lEVVUVDQ0NAftSU1NJS0vDZrOxe/fugH1Go5GJEycCUFxcHNTo5OXlERMTQ01NDbW1tQH7kpKSyMzMxG63B5VJq9VSWFgIQGlpaVAjmp2dTXx8PPX19VRVVQXsi4+PJzs7u8sYFhYWotFoKC8vx2ZThpD44pWZmUlSUhKNjY3s3bs34HkxMTHk5eXh9XpDHnfSpElotVoqKytpbAz8x5aWlkZqaiotLS3s2bMnYJ/JZGLChAmAEsPO/xDy8/OxWCzU1NRQV1cXsC85OZmMjAzsdju7du0K2KfT6Zg8eTIAe/bsCWr0c3JysFqt1NXVUV0dOLPYQNsIXzLQ+TwcSW3EqFGjGDNmDA6HI+hvHUgbERMTAyhfIHUuL0gb4RPuNsIn3G2Erx5GWhsR7s8R8XolJk1tLuoam/2v7bOrst5/29lYw86dgW10NLURvfkcseigDP78XhGeA01lfZONnTt3dttG+Np1aG8jvipub2PS4k3ccdqUgDZifn4sb29rYnyKheK6NtweL8+uL+PZ9WVcOD2R86YmSBvRwWB9jkhMTAx67XDReLubsnEILVq0iHfeeYfCwkKmTZvGypUrWb16NfPmzfM/prCwkPr6esrLywPWwVi9ejULFizgnnvu4aabbhqU8m7cuJGZM2eydu1aZs+e7d8+HL5Bi/Rv2V0uF+Xl5WRnZ4dc70R64gL/1uH6DVpraysVFRVkZGRgMpmG/Tdow61uujoPXS4XxcXF/rj6jKQ2Qq1v2X1tT1fXRksbMfDjDsa37DabLaDtGWltRLg/R1z90ve8/6OSaK6+6jBcDfsC2p/LXviOj7crCcAn1x9BalxgT9RwjqFanyN+2rufBX9ZB8CktDhev2x2t3XjdDrZu3cvubm5/vLc+d9trPxaWe/4sSUzWDg1sCfO4/WyY18L+Wnx3PF2ES9/054YmvVaNv3m2CGP4XBtI9T6HGGz2VRN4oZtT1xRURF33XUX1113HXfffXfQ/oaGBoqKijjttNOCPtjPmTMHUK6lG2xWqzVk16lWq+22S7Xjh6/O9Hp9l0sXaDSafh9Xp9N1+9zu9hmNxi739XRc38kfisFgCDklq+/bt+50d1y1YtjdcWF4xRB6Pg/VOq7JZMJkMoVszAZSNwOJYaTVTVfnoV6v93/DH8pIaSNgYOd3V+dhb9oeaSMGfly1/gcajUaMRmPItifazu/B+hyR3GHafCcGCju1PzUtyodpnVbD2OSELteJG44xVOtzxMTMUSTGGKi3ObG7PAGPDXVci8VCfHz7zJZvfbfXn8AB5KUqy2F1juG0XGX0wHmzsgKSuLZOrwnSRvio+Tmiu2OHw7BN4rZu3dpthZWXl+P1ekMOl4yPj8dqtVJcXKxmEYUQQgghRpT4DuvGNbQGz8hddWBik9FW04he6Lszi0FHPU5sjr4vRXXNqm8D7mcnxXT7+Enp1qBtHo9X6iPKDNvZKbtL4AD/GGDf4tydxcTE0NLSEvZy9SRUV7AYmLa2NoqKikJ2h4vIIfWoDomreiS20UHqMbw6Lv5d3dASENt9jW3UNCvDz0b68gKdWYzKrJ6tzp6TuM7nrNsTODzRbOh+7bF4s4HRnSZUaXa4uni0UIvabc6wTeJ60tOlfF6vF6128P+8YXqJYUTzer24XC6JbYSTelSHxFU9EtvoIPUYXomW9iFiDa3OgNh2HMJ3RH7KoJdtOPMtzdDai564cJyzf73gkID7jSF6TYW61G5zIjaJ881Y2HmmGh+1LyYUQgghhBhpEjoNp3x/RzOrvi7H6fbw4gZlJj+NBn42a3BnBx/uYg70xLk8XpxuTw+PDpST3D588rZTCnv1nDl5yVwwu70OGlulJy7aDNtr4nqSm5uLRqMJmpYVlKGWzc3Ng768gBBCCCFENOuYxK0uqua7skaglre37KO0Tpmt78jxKWT1cN3WSNNxCKTN4SbB0vt+FLuzPem76IjcXj8v3txeV41t0hMXbSK6J27y5Mls2LAhaJ9vVsq5c+cOdrGEEEIIIaJWYkx7YqAkcIqvd7ev+XbNvAmDWqZI4OuJA2jrxXVxHR9beWCymPzU2JBLLXXFam7vqwk1CU1veb1e1u+qpWx/6NFvYmhEbBIHsGTJEkpLS1m5cqV/m8fj4f7778dkMnHBBRcMepm6mjpV9J/RaCQ3N1f1qVqFuqQe1SFxVY/ENjpIPYZXx564UE6dlsnMnKRBKk3ksHTqieuO75y1e7Qcee9H/u1Wc98+Y6bFt08uc+mz39Bg618it2pDKT97/EtOeuRTSmoGf9LASKV2mxPRSdw111xDYWEhy5Yt48Ybb+SJJ55gwYIFrF69mj/+8Y+kp6cPepl0uu5nDBJ9p9PpiIuLk9hGOKlHdUhc1SOxjQ5Sj+GVENN9InHd/ImDVJLIYjG294r1NLmJ75x9c3MFNc3ts5537FnrjSmZCQH3H/rgpz493+epz0sAaGpz8ZcPt/frGCOR2m1ORCdxFouFtWvXcuGFF7JixQquvvpqamtrWbFiBTfccMOQlKnzSvRi4JxOJ5WVlTidMp47kkk9qkPiqh6JbXSQegyvOKOerpYbO+uQMYxLiR3cAkWIjj1xrc7uPyv6ztlWe+A5G2fqWxI3IS1wGa6Xvi7t86QqXq+XbVVN/vv/2VjO9g73P9tewyMfbO93L180U7vNiYgk7vbbb8fr9TJv3rygfampqTzxxBNUVVVhs9nYtGkTS5cuHYJSKiSJCz+Xy0VNTY3ENsJJPapD4qoeiW10kHoML61WE7Dgt885M8fy+1OnDEGJIkPHa+JuevV73v2+osvH+s5ZXadkua9JnEGn5Y9nTPXftzncbC5r6NMxbn3t+6Btpz76Gcuf3sAhd77Pkn+v56EPfuKiZ4LnqBjp1G5zIiKJE0IIIYQQw0NipyTujGnp3H/utB6HWo5kMab2JG7HvmYuf34jdS2Obp/T1BaYBBw8NqGLR3ZtyWE53Hpygf9+eX1rr59bXNPCyq9Kg7a3OT2sKdrH/g69b9/s3i8zYA4ySeKEEEIIIUSvdZ7cJEeWE+hRqAlhimuau31OxyQu1Wri/NnZ/Xrt9ASL/3ZlQ++TuJ37ui9fZzZ772fdFAMnSZwQQgghhOi1zsMpc5MlievJqJjgmQp7mva/Y8/Ws8tnY9D172N7RkL7LJWVDfZuHhmoxdG34YCtfVg6QQycJHFhJrNfhZ9Op2PUqFES2wgn9agOiat6JLbRQeox/DoPAzx6YsoQlSRyhEriPvmpBrfHS6vDzTe79/snHfGds80dZrGM7+PyAh2ld1hqoKIPPXHN9r4lcX1Z/24kULvN6dsVkqJHsk5c+BmNRsaMGTPUxRADJPWoDomreiS20UHqMfwOz0vmh73KQt+3nFRAcrzMSNmTUbHBnw+fXldCvc3BnjobG/fUs3hONnedeZD/nN1QstX/2FCTyfRWclx7Alnfh1kk+zo8UnriAqm9TpwkcWHm8fRt6lbRM4/Hg8PhwGg0otVK53GkknpUh8RVPRLb6CD1GH5LDsvhx8pGJoyOY8msTDwej8S2B6F64gBe/3av//YL6/ewv8VBQ6uTo/KTqD3Q46nVQKyx/706FoMOrQY83r4NkezrRCVtPax/N9Ko/b6Qd1yYORzdzzQk+s5ut7Njxw7s9t6P4xY983q9g/p6Uo/qGOlxVfM8HumxjRZSj+GXmxLL8xcfxk3z8ynetVNi2wuJvZy5890tlazbWcu977cvqp2fGodG08XifL2g0WiIPbA8QXNb75I4r9fLXz/cEbDt2nn/v737DmsqafsA/EsIhI70ohQbYFdEELFQ7K7Yey9rV3RX33V9/RZ07W1de13B3hsWFAu6qGDvvfeGglQJ8Hx/8CZySOhERJ/7unLtcs6cyZxnTsZMzpyZnBdy5ztxQur+XHAnjhW5vn37QiQSKb20tbVha2uLHj164MmTJ4r04eHhEIlE2L59e5GVISYmBjNnzoS7uzvMzc0hlUphZ2eHnj174vz580X2PoX1/v17iEQiBAYGfrX3vHnzJry8vBAdHZ1jOi8vL5X1mPkVGhpa6PJ4eXmhatWquScshDlz5kAkEuHx48dqyd/BwQFSqRRXrlxRuX/EiBGCf4CDgoLyFMPq1atDJBJhxIgRRV7m78Hp06fRoEGDXNN9/vwZM2bMQJUqVaCnpwcHBwcMGDAAr15lv05TZjExMXBwcEBUVFRhi1ws+vfvj99//724i8HYD00qKfidtM2D6hb6/eVrzD18n4BJITdyTf84OlHw97YhHvBvXFEpnZbkS1eCO3FfFw+nZGpz5swZwd8xMTH4999/MXv2bJw9exY3btyAlpYWXFxccObMGTg65vwLT15dvHgR7dq1Q1xcHIYMGYKAgADo6+vj7t27WL58OerWrYugoCD07NmzSN6vpNm6dStOnDiRp7RWVlbYtWtXtvsrVapUVMUq8VJSUtCjRw+cP38e2trauR8AQCwWY+PGjWjevLnSvitXruDaNeVFVtkXK1aswOXLl3NN9/PPP2Pbtm34/fff4enpiYcPHyIwMBCHDx/G1atXYWxsnOPxI0eORNOmTeHu7l5EJf+6Zs2aBScnJzRv3hyNGjUq7uIwxrIhEgFZBxc0qGgGU31pofPWy7RQ+JpTjzG0UXlYGGb/b1XWSUrMsymDVEOMlNSMR4mSeDjlV8WdOKY2desq/3LUvHlzpKamYtasWTh69ChatGgBQ0NDlWkLIjY2Fu3bt0dqaiquXLkCW1tbxb6GDRuib9++aN26NYYOHYqWLVvCxMSkSN73eyWVSousbr53pUqVwo0bNzB+/HjMnz8/T8c0bNgQu3fvRnJyslLHb/369ahduzYuXLightL+OB48eIB169Zh+vTpGD9+PADA19cXVapUgaenJ4KCgjBmzJhsj4+KisLu3bvx9OnTr1XkImdmZoaRI0dixIgRuHr1aqGGZTHGCm5R91pYcvwBbr76pLTP1d4YszvVwIFrrzD70B3FdmcrgyJ578QsM03GJslgbiBF+N13sDHSgVOW90nM8uycmUE2nThNMeL+N2qQZ6f8ung4Jfvq5L96y79IqBpOGR0dDX9/f1SoUAHGxsZo1aoVZsyYAZks54dsly9fjidPnmDBggWCDpycRCLBzJkz0bRpU7x7907w/suWLUOlSpWgo6ODKVOmAADOnTuHdu3awcLCApqamrCwsEDXrl3x/PlzRZ59+/aFq6sr9u7di1q1aimGjQYEBChNdLNgwQI4OjpCW1sbrq6uuHjxolIZU1NTMW3aNDg6OkIqlcLW1hbjxo1DUlLu0wIfPnwYzZo1g4mJCTQ1NVG6dGkMGjQIMTExirJOmjQJAGBubo6+ffvmmmdeyIcHnj59Gr6+vtDV1YWVlRUCAgKQnJyMsWPHwsHBAR4eHujcuTNev36tlMeSJUvg4OAAbW1tuLm5Yf/+/YL9qoYVnj9/HiKRCEFBQYptb968Qe/evWFmZgZDQ0MMGDAAiYnCYSEA8PTpU/Tt2xf29vbQ1tZGtWrVsHTp0gLHwNPTEz169MCCBQsQFhaWp2N69uyJuLg4hISECLanp6dj06ZN6NWrV57yOXLkCDw9PaGvrw9DQ0P4+voiPDxckObhw4fo1q0bzMzMFNefqruse/fuhZubG3R1dWFra4s///wT/fv3h5eXlyKNSCTC7NmzMWbMGFhYWEBPTw/NmzfH8+fPsWfPHlSvXh06OjqoWrUqDh48KMj/3bt3GDx4MGxsbCCVSlGlShWsWLFCkCYvnykvLy8EBwcjISEhxyHJycnJGDJkCNq1ayfYXqVKFQDAixcvcoztsmXL4OPjAxsbG8U2IsLixYtRp04d6OvrQyqVwsnJCTNmzBA8oycSiTB37lyMGzcONjY2imv72LFjgvdISEhAYGAgKlWqBG1tbdjb22Ps2LGIj/+y0G5gYCDMzMxw4sQJuLu7K9ItWbIEMTExGDBgAIyNjWFmZoa+ffsKjgWA3r174/r169ixY0eO5/u94o6r+nBs8+6n6jY44N8AfjVslPYNbFAOZc308HODcoLtTlaGRfLeb+KEz2cly9Kx8exT9FtzDj8t/Bf/3nsn6Lj9e++94v/LmesphmP+3KCsIJ/M5U3kO3FfF7EiceHCBQJAFy5cKO6iFLs+ffoQAJLJZIpXSkoKvX37lrZs2ULGxsZUsWJFSkhIICKi48ePEwDatm0bERG9f/+eypYtS+bm5rR48WI6fPgwjR8/niQSCbVp0ybH93Z1dSUjIyOSyWR5Lq/8/Y2MjGj16tW0Z88eunnzJt28eZOkUim1aNGCQkJC6OjRozRt2jTS0tKiVq1aCc7XwMCA7OzsaMWKFXTs2DHq2bMnAaBVq1Yp0gUEBJBIJKJRo0bRoUOHaOrUqaSvr08AKCAgQJGuY8eOpKmpSRMnTqTDhw/TnDlzSE9Pj3x8fCgtLS3b8zhy5AiJRCLq1asXhYaGUlhYGI0bN44A0PDhw4mI6P79+zRgwAACQKGhoXT//v1s82vUqBHZ29sL6jHzKzU1VZF2zZo1BIAsLS1pzpw5dPToUercuTMBoEqVKlGXLl3o0KFDtHjxYtLU1KRu3boJ3kdDQ4NsbGxozZo1FBISQr6+viQWiyk0NFSRLvN5yJ07d44A0Jo1a4iIKCkpiZycnMjCwoJWrlxJ+/fvJz8/P9LU1CQA9OjRIyIiunfvHpmamlK5cuVozZo1FBoaSoMHDyYANGrUqGxjkh17e3tq1aoVxcTEkJ2dHdnY2FB0dLRi//DhwylzcyuP17lz56hKlSrUrl07QX5HjhwhiURCb968UXnemUVERJCGhgYNHTqUjh49SiEhIeTh4UFaWlr05MkTIiJ69OgRmZmZUfny5Sk4OJj2799P3bt3F8SOiGjnzp0kEonIz8+P9u3bR0FBQWRnZ0fa2trUqFEjRToAZGhoSB06dKCwsDBasmQJSSQScnJyogoVKtD69evpwIEDVL16dTIwMKD3798TEdHHjx+pQoUKZGFhQUuXLqXQ0FAaOXIkAaDAwEBF/nn5TN24cYNatmxJOjo6dObMGXr27Fm+6mzlypUEgNauXZttmocPHxIACg4OFmz/448/SCKR0JQpU+jYsWMUEhJCP/30k6Adk8epVKlS1KJFC9q3bx/t2LGDypcvT/r6+hQTE0NERJ8/fyZXV1fS09OjGTNmUFhYGE2fPp10dXXJzc2NkpOTiSij/dDS0qLSpUvTihUrKCwsjLy9vQkAOTs70/DhwyksLIwmT55MAOj3339XOh93d3dB28UYKx5vPyVTp2Wnadj6C5SUkkrxycLvLKHXX1GNSYeo4axjFJOYUiTvaf/bPsEr6mG00ja/RREkS02jo7deC7YvC//yXSEpJZV2X3pOK08+oPOPo+nfu+8U6WaF3iqSsrK84eGU34jWCyPwLu7bmt3J3ECKkJH1C3y8qjXzTExM8NNPP2H69OnQ1dVVedy8efPw+PFjREVFoU6dOgCAJk2awNjYGL/99hsOHz6Mpk2bqjz23r17qFChAiQS4aWdnp6udFdMLBYLpn7t2bMn+vfvr/h7w4YN8PDwwI4dO6CjowMA8PHxwdWrV5XuYMTFxeHAgQOoXz8jXg0aNEBISAh2796NAQMGIC4uDjNnzkTPnj3x999/AwCaNm0KXV1dwVCu8PBwbN++HfPmzVNsb9KkCRwdHeHn54cdO3agU6dOKs/9ypUr8PPzw9q1axXbGjdujH///RdHjhwBAJQvXx5lypQBANSuXRtmZjkv0PrkyZNs1z6sUaOG0vNIw4cPx6+//goAqFy5MrZu3QoA2LhxI8RiMZo2bYr9+/fj33//FRxHRDhw4ABq1KihiE3FihURGBiIZs2a5VjGzNatW4c7d+7g6NGj8PHxAQC0aNECLi4ugrIGBAQgMTERly5dUtyxbdasGcRiMRYuXIihQ4fC2dk5z+8rZ2RkhLVr18LHxwdDhgxRnH9OevTogUmTJiE2NhZGRkYAMoZSNm3aFBYWFrkeHxERgbS0NEyYMEFRt9WqVcPChQsVdyADAwORlJSEixcvKs63ZcuWirukXbt2hba2Nv7zn//A1dUVu3fvVvy6Xq9ePcVdq8wsLCywdetWiMViNG7cGHv27MGhQ4dw+vRpeHh4AADi4+PRuXNnXL58Gb6+vpg/fz4ePHiAc+fOoXbt2gAy4q6pqYmpU6fi559/Vtzxyu0zVblyZZibm0MsFud7yO+1a9cwbtw4ODs7o0uXLtmmO3z4MADloeEPHz7EhAkT8N///lexzdfXF/r6+jhy5Ag6duwoiFNISIhi0de0tDR07twZR44cQYcOHRAcHIzz589j27ZtiuMaN26McuXKoUuXLggODsagQYMAZDx3OX36dMUdWn19fXh4eMDOzg6LFi1SHLt582alzxgAuLu7Y9WqVZDJZLymKWPFyNxAiq2DPbLd36yKFbydLCARiyAWq+dOZ4KKhbyvPItB2M03GLpBOEoo8/N02poaaFPzy7qLV5/HKP7/U1IqkmVp0NZU7yLXLAMPpyxiBZ1O9F3cZ7z+lPxNvQrbqTx37hzOnTuHiIgIDB48GBoaGhg7dizWrl2b48KrR48eRaVKlRQduOTkZNy/fx/dunUDAEWHRJXs1ulr3749NDU1Ba9Ro0YJ0si/VMr16NEDx48fh0Qiwe3bt7F//37MmTMHly9fVqpnDQ0N1KtXT/G3RCKBjY0NEhISAGRM8pKcnIz27dsLjuvevbvgb/mXxnbt2iE1NVXxatasGXR1dZWGpmX2yy+/KJ6vunbtGvbs2YOpU6fi2bNnBb4ura2tFfWY9bVx40al9J6enor/t7KyApDxxVEsFivq0djYGB8/fhQcV6VKFUUHDshYINPPzw9RUVGKGObF8ePHYWRkpOjAARlDfeTXjtzRo0fh7e2tNOS2X79+ICKl4W750ahRI/z666/Ytm0bgoODc03fvXt3pKSkKIa5JSUlYefOnejdu3ee3s/DwwMaGhqoU6cORowYgd27d8PU1BRz5sxRdEQPHz4Md3d3WFtbC66rDh06IDo6GmfPnsXDhw9x//59dO3aVTA8qmLFiopOWdb3zfwjiJWVFSQSCdzc3BTb5D8SyOv78OHDKFu2LGrUqCEoR/v27SGTyQSf7dw+UwV16tQpeHt7Q1dXF3v37s1xMda7d+8CgGAoJZDxY8GkSZMQExODs2fPYvPmzQgICIBYLFb6rNWrV0/RgQMAe3t7AFCcx9GjR6Gnpyfo+AFA586doaenp9TeqfqMZY4TkBH3rJ8xAChXrhwSExPx5s2bbM/5eyRve5KTk4u7KN8djq16JCcn4+njh0hJKbof9//4qbLg73fxqvMOu6ncPuhJs++UGWVahHxd5BNUCTiEDVFPsk2vChHh/tt4pKV/3aWP1E3dnwu+E1fEqIBrFpln88BocSpsmVxdXRX/7+npCalUigkTJiAtLQ0TJ07M9rjo6GjFFx0gI6bJyckoXbo0JBIJYmNjsz22bNmyePz4sdICi3PnzhW8p7yDmJmBgfCh3pSUFPz6669Ys2YNEhISYG1tjVq1akFfX1/pWG1tbaUFHcVisaJT+f59xthyc3NzQRoLCwvBXUP5c3plywrHnMtlfhYvq5iYGIwYMQLbtm2DTCaDra0tXF1doaenV+BOnJaWlqAec2NoqDx2X09PD8CXelT1/IT8y2hmlpaWICLExsYq8sjN+/fvlWIMKH8Jj46OhrW1tVI6+bacrrG8mDJlCg4dOoRRo0blOhugvb09PD09sWnTJvTv3x979+4FAPj5+eXpverUqYMVK1Zg+/btWLNmDRYvXgxtbW106tQJCxcuhJGREd69e4dXr15le/fl+fPniuvQ0tJSab+1tbXSc4yq6loqlQo6LFnr+t27d3j48GGO5ZDL7TNVEKtWrcLw4cPh4OCAAwcOoHz58jmmj4mJgZaWluCcAODq1asYOXIkTp48CYlEgooVK6JevXoQi8VK/wZkvXbl5yQ/j+joaJXXP5Dxuch6Leb0GZPL7hklebqPHz8q7tr+CORtT0H/fWbZ49iqhzri2rOuPUKvv8bZxx8AAA/fqf5BbOcl5eeE9bSy7y4Yagvb87R0wn93XUcPd/tsjlA2df8trIp4BGNdTVyY2ERtdx+/NnV/LrgT940ozLDFkmLWrFkICwtDYGAgfH19Vf66D2QMuVS1ftObN2+Qmpqa4xDADh06ICAgAGFhYYJheLl9WVPF398fa9aswfLly9GmTRuUKlUKQMbdmvyuNScfFpf1i/DHjx+RmvplSIOxsTFEIhEiIiJU3iHI2tHMrFu3bjh79iy2bdsGHx8fRWfT29sbjx49yld5v7YPHz4obXv16hUkEolgBtG0NOFD03FxcYK/LSwslJa2AL50juWyu8bkk1zkNsw0N1paWtiwYQPq1KmDXr16oVq1ajmm79mzJ4YPH47Xr19jw4YN6Nixo2IIb164ubmhW7dukEgkiIqKwubNm7F48WIYGhpi0aJFMDY2Ru3atfHnn3+qPL5s2bKKGKmKi6qJaArC2NgY1atXx+rVq1Xuz9rZLipEhF9++QXz58+Ht7c3duzYkeuyAgBgamqKlJQUJCUlKeojLi4OTZo0QenSpXHu3DnUqFEDmpqaSE9PF0ywk1cmJiYqr1kiwsuXL4t0WQP55ywvw3QZY98XLYkYHWuXUXTilp14kOdjMw+nzMpAW/W+2EQZjPK4wPmqiIzvKB8TZfjn1CMMzDRZyseEFDyOTkBN21I8iU4WPJwyk/Xr1ystZiyfkpoVnlQqxcqVK5Geno5BgwZlO9Okr68vbt26hXPnzgm2b9iwAUBGpyQ7w4cPh62tLQYPHixYUDyzq1ev5qm8J06cgKurK/r06aPowCUkJCiG2uXnjkC9evWgr6+PTZs2Cbbv3r1b8LePjw+ICNHR0XB1dVW8zM3N8dtvv+Hs2bM5lrdFixbw8/NTdOBev36N8+fPC8qa9a7Ct+Dy5ct49uyZ4u/ExETs2rUL9evXV0y9b2hoKEgDQGm9u2bNmiE+Ph779u0TbM8aZ19fXxw/flwpP/nwx5yusbyqWrUqpk+fjoiICKV6z6pTp04Qi8VYunQpQkND8zwrJQBMmjQJzZo1Q0pKCjQ1NVG/fn0sWrQIpUuXVnwGfHx8cPPmTVSqVElwXZ0/fx6BgYFITEyEk5MTHBwclJ7je/r0KSIjI/MfABV8fHzw8OFD2NjYCMrx4sULTJw4Md+dxbxey2PGjMH8+fPRv39/HDp0KE8dOODL0MfMywvcunULb9++xbBhw+Dq6qq4q3jgwAGkpaXl+06hr68vEhISBLPzAsC2bduQlJRUJNei3NOnT6Grq8udOMZ+UNpaBfv33zKH9eQkGqq7EoPX5+3H7tgk4XfBKftv4e2nZGw59xS+c8NR688wtFtyGsGnH+e5vD8KvhOXya1bt9CjRw/MmTNHsU3V0DlWcJ6enujbty/WrFmDuXPnquwkjxkzBuvXr0erVq0QGBgIe3t77NmzB0FBQfjpp5/g6+ubbf6mpqbYu3cvOnbsiGrVqqF///7w9vaGsbExnjx5gr1792LXrl2wsrJCq1atciyrh4cHgoODMWfOHNSpUwdPnz7FvHnzFF/8ExIScrwzlpmuri6mTZuGUaNGYeDAgejcuTNu3LiB6dOnC35ZatasGVq0aIHevXtj/PjxcHNzw4sXLzB58mS8e/cOS5YsybG8e/bswYoVK+Ds7Izbt29jxowZSEhIENzVk3+B3bp1K3x8fHKcwOPz5885foG3trYWDH0tKC0tLbRo0QKTJ09WLAPx4cMHzJw5U5Gmbdu22LBhA2bOnAl3d3ecPHkSq1atEuTTrVs3LFq0CL169cKUKVNQoUIFrFu3TukHgcDAQBw4cABeXl74448/YGVlhb1792LZsmUYNmwYKlSoACDjDt6DBw9Qvnx5lcM0c+Pv7499+/bh6NGjOaYzMTFBixYtMH36dFhbW+drQeYmTZpgzpw56NixI/z9/aGjo4MdO3bgxYsXmD17NgBg8uTJcHNzg7e3N8aMGQMrKyuEh4dj2rRpaNKkieLZwNmzZ6Nz585o164dfv75Z8TExGDSpEmQyWRKQxsL4tdff8XGjRvh7e2N8ePHo2zZsrh48SICAgJQvnx5VK1aNV/5GRsbIzExETt37kStWrVUDkMODw/H33//jRo1auDnn39WWnfPysoKDg4OKvNv2rSp4s54zZo1AQDOzs4oVaoU5s6dCxMTExgbGyMiIgIzZ86ESCTK9zN7vXv3xrJly9C3b188fPgQLi4uuHjxIv7880+4uLigZ8+e+covJydPnkTLli3512zGflA62Uw40sjRHCfuvlO5DwDKmuX8SEMZYx08/yhcBiny4Qd8SpYpDbfM6tetl5W2uU1T/jczMOQm+nqqftTkR8V34jK5desWqlevDisrK8Urv504nvErd7NmzYKJiQkmT56scpifubk5IiMj0apVK0yaNAnt27fHiRMnEBAQgJ07d+b6BaRmzZq4cuUKpk6dikuXLmHw4MFo3Lgxxo0bh/j4eCxZsgT3799HixYtcsxn7ty56NOnD+bMmaPoYDRs2FAxoUfWu0C5GTlyJNasWYPIyEj4+flh1apVWLduneDLsUgkwu7duzF69GisWrUKzZo1w9ixY1GjRg1ERETAyckp2/yDg4PRrFkzTJgwAS1btsT8+fPRs2dPzJs3Dx8+fMD169cBAB07doSHhwdGjx6tmEkyO69fv4aHh0e2r7/++ivP56+lpQVbW1uVnYGGDRuiX79+GDlyJDp37gyJRIITJ04IJsn466+/0KNHD8ycOROtWrVCVFQUDhw4IMhHIpEgLCwMXbt2VVw7iYmJmDp1qiCdo6MjIiMjUatWLYwZMwZt27bF6dOnsWTJEsUsfwCwf/9+eHh4KK1Zl1cikQjBwcF5uvPTo0cPyGQy9OjRI19fsr28vLBp0yYkJSWhV69e+OmnnxAZGYl169YpJnRxdHREVFQUHBwcMHLkSLRo0QKbNm3ChAkTsHPnTkVeHTt2xLZt2/Do0SO0a9cO//nPf9CvXz+4u7sXyQ9a8s92/fr1MWHCBDRr1gwLFizAgAEDcOzYsRwnGVFlwIABqFKlCrp27arosGa1efNmABmzt6q6hjP/aJdVuXLl4OHhIZhQyNDQEPv27YOJiQn69OmDDh06YN++fVi8eDG6dOmC06dPC4ZI50ZbWxvHjx/HgAEDsGDBArRs2RJLly7FsGHDcOLECaVF4Avq0aNHuH79utJkSj8CeduT3+uL5Y5jqx7qimt2nbgqNtmvRefmYAKNXJ5RW9VH9bPzN18qL2qe1ZFbb3NNI+cwfj/+3HcTRAQiwtFbb7Au8gnexn2bE+uo+3MhIn4aVaFSpUqYPn062rZtm+9jL168iNq1a+PChQtwcXEp+sIxxorFyJEj4enpia5duxZ3UdRu8+bNcHZ2Vtx1AjIm+LG1tUWfPn0wa9as4itcMTl+/DgaN26Me/fuoVy5crkf8I0aN24cwsLCcOnSJb4Tx9gP6sKTD+iwVPkZ3J517bA+8qnS9i6utvBvXBE2pXJ/RtthvPKPnQu61VK5sLnc59Q0OE0MzTXvrIL61YEsjfDz2i9DNk+O84adqeqlq4qSfAbN3Dq2XwPfifsfmUyG+/fvY/v27ShbtiycnZ0xe/bsfM8sk59fYFnepKam4v379xzbEq4k1uPt27dx4MABNGzYsLiLkq2ijOuWLVvQuHFjrFy5Ev/++y/27NkDPz8/JCUlYfDgwUVQ2pIlNTUV1apVg5+fH6ZMmVLcxSmwN2/eYNWqVZg7d+4P2YEriW1PScGxVQ91xdXWWBcSFZ0PsUiE+hWUJ/T670+V8tSBA4D2tZSXjopPzrn8BV3K6t977zF53w3BtoazjyMlteCzF2eWmqY6n1exSfCccQzec8IRk5iSez5q/lz8MM/EJSUlKWaey8rOzg4PHz5EamoqjIyMsGfPHly7dg0jR46ElpYW/P398/w+3JAVPZlMhtevX0NPT09pEW9WcpTEerSwsEBYWJjaZk0sCkUZ16CgIEycOBFTp07Fq1evYGhoiEaNGiEyMrJAM7yWdPLYLly4EJ6enoiMjMz3wuLfgt9++w0///xzjs8Tf89KYttTUnBs1UNdcbUw1MaynrVx500cqpcxQq/VZyERi/Bzg3LQ1dJA5+Vn8CDT0gO6+Vi0e+JPlRFy9SVkaV9uftx9E4dXsUn4desVnH4QjZkdqqFLHTsAwOP3CfCaE16g81gdoXrG7XOPP8BTRWc0P/ZcfgH/zZcBAB7lTPFP3zrQ0dJAbJIMHtO/rCG74Oh9/NG6cja5ZJDJZGr9XPwwn7ioqKhsZ/m6dOkSatasiffv38PU1BQAUL16dbx58wbLli3LVyeOMfb9MDExESxx8L0zMjLCwoULsXDhwuIuyjfF1NQ029luS4KCLH3AGPs+Na5sicaVM9YDPfprI2hraqD0/+62DahfDhN2XVOkzW7mSVVM9LQQPs4bnjO+dHSCTj9GUKZZJX/bcQ3TDtxGsyqW2Ho++3VvC6ogi4W/j/+M4NOPUcfBBA0dzfFX2F3FvjMPo7H2zGMMblQeMw7eFhz3IiYRzz8mYsTGS3gf/xkH/BvkOolLUfthhlN6eXkpHoTM+pI//yHvwMk5Ozvj5cuXxVBaxhhjjDHG1Ke8ub6iAwcAugVcgkCudCkdBOZydyo2SZanDpyWJP9dlL+P3sOd13EIOvUoT8MdAWDa/ltYeOw+ev9zFjGJKXgcnSjYf/R2xsQrEfeFs3dKJRroH3QOl5/F4PnHJDSadTzf5S2sH6YTl5v9+/fD2tpaMBzy8uXLOc4GyBhjjDHG2PdAp5CdOAAFHs74x0/Czl/4WC/41bBBTdtSec7jwpOPaDb/JAJDbuKPPTdyPwDAzktfHrVStczC2UcfEHr9FRI/pwm2a0nEuPsmXvH3x0QZkmVpWQ9XK+7E/U+9evWQnp6OYcOG4d69e9i6dStmzpyJcePG5SufolhLiQmJxWIYGBhwbEs4rkf14LiqD8f2+8D1qD4cW/UorrgW9k4cAOhKVT+p5eNske0xNkba6OZmJ9hmbiDFgm61sHu4J9b2d8vmyOztvZL/kXTyZ+GyGrL+IqIThHf2VE0RlXWtPHXXX4l4Ji4qKgqenp4IDQ1F48aNBfuio6MRGBiIvXv34u3bt3B0dIS/vz/69++fr/cwNjbGwYMHMXr0aNSsWRPm5uaYMWMGOnXqpDJ91qmmP3/OmGEnPT0dSUlfKlFDQwNaWlpIT09XpMlMR0dHcXx6unA2HE1NTUgkEqSmpkImE65oLxaLIZVKQURITlZeH0NbWxsikSjHfNPS0pCSkuWiFIkU6xJlPg85qVQKsViMlJQUpKUJf3GQSCTQ1NTMNd/k5GSlWT+1tLSgoaEBmUymNDmMhoYG7O3tlWIrJ49hTvmqK4Y55Qt8WzHMy3VY1PlmjaGFhYWiHgtzfRdFDEta3WR3HUqlUpQuXRoymUxwTj9aG1HY6zu769De3h5EpPJcuY0ofL6FjWFe2oisbc+P1kao83uERCIRxDbruZa0GH5L3yPs7e0BfN0YambpcxTk+6yJFHCy1MedN/GwM9GBR1lj/NLUCZZGuhi67jwO3njz5TwkYoxrWhG96pWFpliE35pWwMzD99G8sgVSUz4j9X8xtM9m6YBGjmY4cfe9yn0AcP9tHMqb62fbRqjuiuXNtgvKQ0Jvv/iAcma6grZHnb75Tty9e/fQrl07pYsUABISEtCkSRNcv34dw4cPh7OzM7Zu3YoBAwbg9evXmDBhQr7ey8XFBSdPnixUeZ8/fw5Dwy+LJhoZGcHW1hYymQwPHjxQSl+1alXFcVk/qGXKlEGpUqUQGxuLV69eCfbp6+vDwcEB6enpKvN1dnaGRCLB69evERcXJ9hnZWUFMzMzxMfH49mzZ4J92traqFChAgDg4cOHSh/wChUqQFtbG+/evcPHjx8F+8zMzGBlZYWkpCQ8fvxYsE8ikcDZ2RkA8PjxY6UG1sHBAfr6+oiOjsb798IPZKlSpWBlZaUyhiKRCFWqVAGQEcOsH1RbW1sYGRkhJiYGr1+/FuwzMDCAvb090tLSVMawUqVK0NDQwKtXrxAfHy/YZ21tDVNTU8THx+P5c+EHWUdHRzGTn6p8K1asCKlUijdv3iA2Nlawz9zcHJaWlkhMTFSaSEFLSwuOjo4AMhbuzfqZKFeuHHR1dfH+/XtER0cL9pmYmMDGxgafP39WKpNYLEblyhnDGJ49e6bUONvZ2cHQ0BAxMTF48+aNYJ+hoSHs7OyyjWHlypUhEonw4sULJCYKx5nb2NjAxMQEnz59Unr2VFdXF+XKlQMRqczXyckJYrEYr1+/xqdPwsVELS0tYW5ujoSEBDx9Klz3RiqVomLFigAyYpi1gS1fvjx0dHTw/v17fPjwQbDP1NQU1tbW+Pz5Mx4+fCjYp6GhgUqVKgEAnj59qvQPp729PQwMDPDhwwe8eyccrlHYNsLIyAgfP35UqpsfqY0wNjZG6dKlkZKSUuRtROnSpbO9DrmNyMBtRIZvtY1Q5/eIuLg4pev7R2sj1PU9wt7eHhoaGl+1jUjREE7klfm989pGPH/+HNN9TPA23hClDSUQiUTQEWXU1Viv0kj/nICzz5PQppIBOlYxgqGhFqSSjM53AwsZqncsA0OpWPEelStXhr2pHga5W2BFlHBhcEMtEWxNdPDsg3JHFwAazzuJawFN8ERFDB0dHfHkY8GWOMjOiC3XcMvZXNBGyD+f6vBNL/a9a9cuDBgwQPEhDwsLE9yJmzlzJsaPH48NGzage/fuADLuhDVv3hwnTpzA/fv3YWtr+1XKKl/sOzw8HG5uX277fsu/oJWUXyFlMhmePn2KsmXLqrw1/S3+gsa/smfIHMOkpCQ8f/4cZcqUgVQq5TtxeYxhbm2E/IudPK5yP1Iboa5f2eVtT7ly5VSur8ZtROHz/Rp34hITEwVtz4/WRqjze0R8fDweP34saH9Kcgy/le8RKSkpePbsWbZLu6grhldfJqDLyijF37cCfBT//y20EU4BRwT7urqWwfQO1VH29wNKx8nN7VQDLSsLJy48+/gj+gRfyvaYwto8qC5cyhggMTERpUqVUtv7fLN34lq1aoUDBw6gcuXKaN68OTZt2qSUJjg4GNbW1ujWrZtim1gsxrhx4xAWFoaNGzfit99++5rFhqampuJCzkwsFqvcLpf5y1dW8iELqohEogLnq6GhkeOxOe3T0tIqcL7yBkQVTU1NaGqqnqI1txjmlK+6YphTvsD3FcPC5CuVShX/gEmlUkHawtRNYWJY0uomu+tQ/o9/1rjKcRuRt3y5jchQnG1EdgrbRsi/5Gb9jHxv13dxfY+Qp1GVR0mL4Y/eRtSyl8LSUIo3nz5jfAvnAn2f/ZrX9+c0UvkDW2ZTD9yCnWltVDDXx6xDt2Gsq4Ul4cp35opS1xWReDyjlcpRhEXpm30S9fbt25g2bRouXryouPWbWWxsLG7fvg03NzelCnR3dweQ8SwdY4wxxhhjLGdaEjFCRtbHhoHu+LlBudwP+Mp0siw+Hpec8SNmq+rW2R7zISEFnZadQa0/w7Dp7LM8d+DWDXBDHQfjApf1xstYtc9W+c3eibt582aOv1y8ePECRKRyuKShoSEMDAzw6JHqFd0ZY98/otx/oWOMMcbYFxYG2rAwyP5uWnHa+LM72i05rfj7U3LG0MxfmzhCR1MD1kbaWHjsfpG8l52JLjrVtsW5xx9zT6xCqwURsDDQwtn/NimS8qjyzd6Jy6kDB0DxIKe+vr7K/bq6ukhISCjycrG8u3fvHvz9/eHk5ARdXV1YWlrCy8sLmzdvVhovnRdTpkyBSCRSemC5OMyZMwcikUjpwevMgoKCIBKJ0KVLF5X7379/D5FIhMDAwHy9d3h4OEQiEbZv356v44rSw4cP0aVLF5iamkJfXx8NGjTAgQPKY9K7dOkCkUgEkUgEXV1dVKtWDbq6uujZs6cizf3799GwYUMYGBjAw8MDly9fFuSRnp6OWrVqYcWKFXkqW0xMDAYOHIjdu3crtvXt2zfbtuJrKspyPH78GCKRCPPnz88xXV6uVcYYY+xbV8vOGG4OXyZfiftfJ66cuT7mdKqBX5s6YVVvV2hnnWazAKyMtCFVkc8I7wp5zuNtXN4WHC+ob7YTl5vcOgFEVCzrluTW+fxRbNq0CTVr1sSxY8fg7++PkJAQrFixAra2tujWrRsGDBiQ56lXtbW1UalSpRzHjH/Ltm7dinXr1hVZfi4uLjhz5gx8fHxyT6wGz549Q926dXHixAn8+eef2L17N+rWrYs2bdogKChIkPbChQto27Ytzpw5g9OnTyMiIgKnT5/GpEmTFGl69eoFmUyGnTt3wtzcHO3btxc85L169WoQEQYOHJin8l2+fBmrV69W+1j0b4VEIkGlSpVyfA6BFYy87eHYlmxcj+rDsVUPjmv26lf8spi4e1kTpf2NK1vi9p8tCv0+UokGtDWV180b4ZP3Tpy6lcxvxciY1hWA0pTEcomJiShbtuzXLBIA8PAtAJcuXUK/fv3g4+OD3bt3Cx68bdOmDRwcHDBlyhT4+PgI7shkRyQSQUNDo8TG1tjYGCNGjEDDhg0V674UhqGhIerWrVsEJSuYefPm4d27d7hw4QJcXFwAAI0bN0ZaWhr8/f3RoUMHGBgYIDY2Fg8fPsTo0aOzLe+nT58QGRmJ7du3o0mTJjAzM4OLiwvu3r2LKlWq4NOnT5g4cSI2b97Mi8lmQ/75YEWPY/t94HpUH46tenBcsze4UTlcfR6DhM9p8PetmG26q4FN8d9d16GrqYEt5zOWyunhbocOtcug/f+GZJY318ODdwnQ0hAjJe3LjQUtScb3DVWdOFXberjbYUPUU6Xt6lZivxU5ODhAJBIpra0BZAy1jI+P/2rLC2SWdTrXH9GMGTOQmpqKZcuWqZw5acKECRg6dCiMjb88MJqQkIDAwEDFL0/29vYYO3Ys4uPj8fnzZ5VrwgAZz0526NABNjY20NHRgZubG7Zt2yZI4+DggKFDh6Jt27bQ09NDtWrVFHdpli9fjurVq0NbWxuWlpYYNGiQ0vpJb968Qe/evWFmZgZDQ0MMGDAg2x8PVJk3bx4+f/6M3r1753r3kYiwfv161KlTBwYGBjAzM0PXrl0Fa7JkHU5JRJg8eTIcHR0V59G9e3elZ0KPHz8Ob29v6Ovrw8DAAK1atcK1a9fyfB5yN2/ehK2traIDJ+fj44NPnz4hPDwcQMayG0SkSCevx8xTCMs75vIZqeTXi7x+Jk+eDE9PT3h7e+epbEFBQYq0nTp1goODg2D/3r17UatWLUilUtjZ2WHy5MmCOinstbJ06VLFkFETExP4+fnhypUrSuXMrRwAcODAATRs2BClSpWCkZERfvrpJ1y8eFEpr9TUVEVcC3utMiFV1ywrebge1Ydjqx4c1+xJJRpY1acONg2qC2O97GfnNNTWxMJutTCzY3VsHeyB8S2c8VsLZ7jYGePhtJa4/Wdz7B1RH393rYljYxsJDyb5e6nuJnmUEy5ZMLVdNRz5pRG8ncwLdW75VWI7cQYGBqhUqRLOnTuntE8+K2W9evW+drEKtzr7q1fAxYvCl/yLeHKy8r7MX+ju3FHeJ1+I9N075X337mXsS0tTnW+WNUvyY9++fahVqxbs7OxU7tfR0cGSJUvQqlUrABkdXy8vL8yZMwd9+/bFvn37MHToUCxduhS+vr5ISkpCfHy80hDa06dPo3bt2nj06BH++usvbNu2Dfb29ujcuTP++usvQdpVq1bBxMQEISEhmDp1KjQ0NDB27FgMHToUDRs2xN69ezF58mTs2bMHjRo1UjxPmZycjEaNGuHQoUOYMWMGNm/ejPfv32PKlCl5jkfVqlUxffp0nDx5ErNnz84xrb+/P3r37o06depg+/btmDNnDqKiouDm5qZywU8AmDVrFqZOnYphw4bh0KFDmDNnDsLDwxXxBTI6DU2aNIGmpiY2btyI1atX4+3bt6hXrx6uX7+e53MBMhYSff/+vdLir/f+d03Jy3nhwgUAwPr162Fraws9PT00btwY69evVxxjYGCA6tWrY/369YiJiUFQUBCsrKzg5OSEe/fuYcWKFZgzZ06ey9aqVSssXrwYADBt2jTs2rVLsS8xMRFDhw7FiBEjsH//fnh6eiIgIACrV68W5FHQa2XLli0YNmwY2rdvjwMHDmDFihW4d+8eGjduLHg+Ny/lmDdvHlq1agVra2ts2LABy5cvx/Pnz+Hp6YkzZ84IyktEiI+PR2JiYqGvVSaUnp6O+Pj4wrXrrNhxPaoPx1Y9OK5Fy62sCYY0Kg9D7YzlDcRiEbQ1NaAnlaBNzdIoY6yLMY2/zIRvZ6oLQPVdNwBY2L2W4rm7Bd1qAQAqWOhjTT83VLD4is/fUwkQEBBAACgsLEywfdq0aQSANm7cqNiWlpZGTZo0IalUSq9evfpqZbxw4QIBoFOnThU8k4AAIkD46tEjY9+9e8r7Mldf3brK+9aty9i3aJHyvqZNM/bFxqrO9+3bAp3Cu3fvCAB16dIlz8esWLGCANC2bdsE27ds2UIAaOHChXTt2jWaMGECAaB3794REVG9evXIysqK4uLiBMe1aNGCdHV16cOHD0REZG9vT6VKlaKUlBRFmgcPHpBYLKZRo0YJjr18+TKJRCKaNWuWoGxHjx5VpElPT6eaNWsSAHr06FG257VmzRoCQOfOnaP09HTy9fUlLS0tunjxoiBWAQEBRER0+/ZtEolENHz4cEE+jx8/Jm1tberWrRsRER0/flwQr+bNm5OjoyOlpaUpjjl8+DBNnDiR4uPjKT09nRwcHKhWrVqUmpqqSJOYmEhlypShli1bZnsOqhw7doxEIhE1adKErl27RjExMbRr1y6ytrYmAPTnn38SEVG3bt0IAPXu3ZuOHDlC27dvJx8fHwJAf//9tyK/ixcvkpOTEwEge3t7Cg8PJyKi1q1b03/+8x/6/PkzjRw5khwdHally5Z0586dHMuXNT5ERH369CEAdPz4ccW25ORkMjAwoA4dOii2FeZaGTJkCOnr61NSUpIizYULF2j8+PH08uXLPJcjJiaGdHR0qFWrVoL3+/TpE1laWpKHhwcRET169IgA0LRp0+jatWu0aNGiAl+rTLXExES6du0aJSYmFndRWCFwPaoPx1Y9OK5fX3yyjOpNP0pV/gilGy9iiYjo1qtYsv9tn+Al9+hdPEU9jKb09HRBPjdexFLPVZG0/MR9+vhJ+P20qJXYZ+IAYPTo0Vi/fj369u2rWE9uy5YtOHr0KGbPng0rK6viLmL+DB4M+PkJt8mHHJYpA/zvzoZKQUFA1tk45UPJOncGPDyE+/73TCH09FTnW8AV5uVjuFUNfczO0aNHoaenh44dOwq2d+7cGf3798fx48fh5eUl2JeYmIjIyEgMGTJEaba/fv364eDBgzhz5gxatmwJAKhevbpggckjR44gPT0d7du3F5S1SpUqcHR0xMGDBzFu3DgcP34cRkZGgklERCIRunXrpjSLYk5EIhGCgoJQvXp19OzZE+fPn1dKc/z4cRAR+vTpI9hub28PHx8fHDlyRGXejRs3xtixY1GzZk34+fmhWbNm8Pb2RpMmGdPa3r17F48fP0a/fv1ARIrz1dTURMuWLREcHAyZTJbtApxZeXt7Y+vWrfD390e1atUAAM7Ozpg9ezZ69uwJPT09AMB///tf9O/fH40bNwYAJCUlwdHREcOHD8fEiRMxePBgSKVS1KpVC7dv30Z8fLyiLg8fPoyzZ89i/fr1CAwMxOHDh7Fjxw6sXr0arVq1ws2bN/NcXjmxWIwGDRoo/pZKpShTpgw+yO9Y/09BrxVfX18sW7YMVapUQbt27dCkSRN4eXkpDTvNrRxnzpxBUlKS0nVgYGCADh06YOnSpYiPj1c6v5MnTxbJtcoYY4z9aPSkEpwY54WUtHToamV0jwy0hd8zfm/hrPh/BzM9OJjpKeVT2cYQ6wZkrFedlJSkxhKX4IlNgIxheeHh4ZgwYQLWrl2LuLg4ODk5Ye3atejVq1dxFy//rK0zXqpoawNZvgwKODllv8/cPOOlioZGzvnmk7GxMYyMjHJdo+/58+ewsbGBWCxGdHR0th1uKysrfPr0SWn7x48fkZ6eDmsV8ZJvky9DAXyZCEfu3bt3AKDUOZSTD2F4//49zFXEzsbGRuVxOSlTpgyWLl2Krl274rfffsMff/wh2C9/viq7c8p8Ppn98ssvMDIywj///IMZM2Zg6tSpMDMzw6hRozBx4kTFuQYEBCAgIEBlHu/evcvXOXXs2BEdOnTAkydPkJaWhvLly+P48eMAABOTjNmiqlSpgipVqgiOE4lE+Omnn/Dvv//i/v37gv3yDlxqairGjBmDqVOnwtDQEJs2bcLgwYNRtWpVjB8/HvPnz0dkZKSgI5QXOjo6Sg+Ki8VipeEqBb1WOnbsiB07dmDx4sVYuHAh5s6dCwMDA/Tr1w+zZ89WPO+XWzlyuw6ISGkoq/y4orpWGWOMsR+NREMMicaXJ81sjLRRx8FYsVZc//pff8LEnJSITlxgYGC2a2mZm5tj5cqVWLly5dctVDZK6jT4RalVq1bYtGkTnj59qvK5OJlMhpo1a8LJyQmnTp2CiYmJ0nM+QMazPi9fvkSdOnVgbW0t+OJbqlQpiMVivHr1Sum4Fy9eAADMzMyU9snJJ1XZuXOnyglw5EtFWFhYqCyb/It9fnXp0gUhISFYtGiR0oyN8s7Pq1evUKZMGcG+Fy9eZHs+IpEIAwcOxMCBAxUTiyxZsgR//PEHKlWqhMqVKwPIuDPWtm1blXnkFKus7ty5g4iICPTr108wcYj8Gbg6deooJmixsrJS3BHU1NSEtbW1YvkAVR0OAFi2bBmkUin69esHICMepqYZDxHLY/Ty5cs8l7ew8nqtAED79u3Rvn17JCUlISIiAmvWrMGCBQtga2uLsWPH5un9Ml8HWb148QIikQimpqaKGGhoaMDa2hoWFhaK54EzK+i1yr5cs/m968u+LVyP6sOxVQ+O67dBJBJhZW9XRD6MhmcFM2hq5G8qEXXXX4md2ORbxZ04YNy4cdDQ0MCwYcNUztY5adIkREdHK76k+/r6IiEhQWnx6m3btiEpKQm+vr4wNTUVTDGvp6cHd3d37Ny5U2loWXBwMLS1tXOchl8+g+Hz58/h6uqqeDk6OmLixIk4fPgwAKBZs2aIj4/Hvn37BMdnXkg6vxYvXgxbW1sMHz5csN3HxwcikQjBwcGC7U+fPkV4eHi2MzT6+vqiQ4cOADKWH/Dz88PChQsBAE+ePIGzszNsbGxw69Ytwbm6urpi1apVWLRoUb4amjt37mDgwIGIiIhQbPv06ROWL1+OypUro3LlyhCJRJg7dy4GDRqE5ORkABmfDSMjI2zbtg3VqlWDhYWFUt4fPnxAQEAA5s+fr6hvKysrvH79GsCXzltOQ6WLelrmvF4r/fr1g7u7O4gIOjo6aNKkCdasWQOxWIwnT57k+f08PDygo6OjdB3ExcVh586dqFevnmDWV7FYDFNTU7Ro0aLIr9UfnUQigampKbfrJRzXo/pwbNWD4/rtKKWrheZVrZWGVuaF2utPrU/c/UDkE5tERUUVd1G+CUuWLCENDQ2qUaMGLVu2jI4dO0ZbtmyhNm3aEAAaMGCA4mHQpKQkqlWrFunp6dHMmTMpLCyMZs6cSfr6+uTi4kJxcXH08eNH+r//+z/BxCYnT54kLS0tqlWrFm3evJn27dtHnTt3JgCKySaIMiaryDpJBFHGRBTa2to0YcIECgsLo23btpGrqytpaWnRyZMniYhIJpORm5sblSpVihYtWkShoaHUo0cP0tHRydfEJlmFh4eTWCwWTGwiL5NIJKKhQ4dSaGgoBQUFUbly5cjIyIju3r1LRMoTd0yfPp0A0OjRo+nIkSMUEhJCXl5epKurS/fv3yciok2bNpFIJKJu3bpRSEgIhYaGKiYemTlzpuL979+/T2fOnKHk5ORszys5OZmqVq1K5cuXp+3bt1NISAi5u7uTVCoVTNixb98+EolE5OPjQyEhIbR9+3Zq0KABaWlp0YkTJ1TmPWLECOrYsaNg2+jRo6lMmTIUEhJCXbt2JVtbW8HkIVldu3aNANDAgQMpMjKSiDImFNHT01NKW6VKFWrUqJHi78JcK5s2bSIA1KNHDwoNDaXQ0FDq2LEjaWho0L///puvcsyYMYMAUOfOnWnfvn20efNmqlWrFmlpaVFERAQRfZnYZObMmfTx40dKSkoq8LXKVJPJZPTx40eSyWTFXRRWCFyP6sOxVQ+O6/dB3fXHnbgiUiSzU35nTp8+Td27dycHBwfS1tYmS0tL8vb2pu3btyvN5hMTE0OjRo2i0qVLk6amJjk4ONB//vMfiouLU8zSlHV2SiKiyMhIatasGRkYGJCenh55eHjQ1q1bBXln98U8PT2d/v77b6patSppaWmRqakpNW/eXKkOY2NjaciQIWRubk66urrUrl07mjdvXqE6cURE48aNU+rEpaen0/z586ly5cqkpaVF5ubm1L17d3rw4IEiTdZOXHp6Os2bN4+qVKlCurq6ZGBgQE2bNlX6QSE0NJQaNmxIenp6pK+vT66urhQUFCRII589Mbcv/E+fPqXOnTuTmZkZlSpVipo1a0anT59WSnfkyBFq1KgRGRsbk76+Prm7uwtmT8zsxo0bpK+vr/TesbGx1K1bNzI0NCQXF5ds4ymXlpZGvXv3Jh0dHTI2NqaUlJRCd+Lyeq2sXbuWXFxcyMDAgHR1dcnT05MOHjyo2J/XchARrVu3jlxcXEgqlZKxsTH5+fkpZjYlUp6dMjExscDXKlONZ4j7PnA9qg/HVj04rt8HddefiCjL4lusQC5evIjatWvj1KlTxbI+3fcsKSkJDx48QPny5RWLQjP1qVatGsLCwop8dleuR/XguKoPx/b7wPWoPhxb9eC4fh+SkpLUWn/8TBxjTGHr1q3Q0dEpectzMMYYY4z9QLgTxxhTqFmzZrbr0THGGGOMsW8DT3tTxDLPoMiKhlgsho6ODsf2K3B0dFRb3lyP6sFxVR+O7feB61F9OLbqwXH9Pqi7/viZuCIifybuwoULcCnCxbMZY4wxxhhjLDPu4jPGGGOMMcZYCcKduCImX9iYFZ2kpCRcv34dSUlJxV0UVghcj+rBcVUfju33getRfTi26sFx/T6ou/64E8cYY4wxxhhjJQh34hhjjDHGGGOsBOFOHGOMMcYYY4yVINyJY4wxxhhjjLEShJcYKCLyJQbOnTsHV1fX4i7OdyU9PR0ymQyampq8ZkoJxvWoHhxX9eHYfh+4HtWHY6seHNfvQ3p6ulrrjxf7LmL8YSt6YrEYUqm0uIvBConrUT04rurDsf0+cD2qD8dWPTiu3wd19wm4x1HEZDJZcRfhu5OSkoJnz54hJSWluIvCCoHrUT04rurDsf0+cD2qD8dWPTiu3wd11x934opYWlpacRfhu5OWlobY2FiObQnH9ageHFf14dh+H7ge1Ydjqx4c1++DuuuPO3GMMcYYY4wxVoJwJ44xxhhjjDHGShCe2KSIJCUlAQDu3LkDbW3tYi7N9yU5ORnPnz/Hp0+fOLYlGNejenBc1Ydj+33gelQfjq16cFy/D8nJydDW1oazszN0dXWLPH9eYqCImJub4/3798VdDMYYY4wxxtg34sKFC3BxcSnyfPlOXBHR0dGBmZkZdu/eDR0dneIuzneldevWAICQkJBiLgkrDK5H9eC4qg/H9vvA9ag+HFv14Lh+H+T16OzsrJb8uRNXRCQSCQwMDODp6VncRfnuyNdKUcevGOzr4XpUD46r+nBsvw9cj+rDsVUPjuv3QV6P6hhKCfDEJowxxhhjjDFWonAnjjHGGGOMMcZKEJ7YhDHGGGOMMcZKEL4TxxhjjDHGGGMlCHfiGGOMMcYYY6wE4U4cY4wxxhhjjJUg3IljjDHGGGOMsRKEO3G5iIqKgkQiwZEjR5T2PX36FL1794aNjQ10dXVRt25d7N27V2U+p0+fRuPGjWFsbIxSpUrBz88PN2/eVHfxS4x+/fpBJBKpfAUFBSnS3bhxA23btoWFhQUMDAzg6+uLU6dOFV/BmcC1a9fQsWNHmJubQ0tLC/b29vD390dMTIwgHddjwRVVm8Syl9f2iH3b8toesYLLqT1iyqKjozFy5EjY29tDR0cHNWrUwD///JOnY4ODg7Ntl/r27avegjMlhalL+bEODg7Q0tKCubk5OnXqhFu3buWrDLzYdw7u3buHdu3aIS0tTWnf69ev0bBhQ3z48AGjRo1C6dKlsXr1arRp0wYbNmxA9+7dFWnDw8PRrFkzODg4YMKECUhPT8f8+fPh4eGBqKgota3kXpJcuXIF5cqVw6RJk5T21atXDwBw69Yt1K9fHzo6Ohg1ahQMDAywaNEieHt7IywsDI0aNfraxWaZ3LlzBx4eHtDU1MSwYcNgZ2eHM2fOYNGiRTh69CgiIyOhr6/P9VgIRdUmsZzlpT1i37a8tkes4HJqj5iyhIQENGnSBNevX8fw4cPh7OyMrVu3YsCAAXj9+jUmTJiQ4/FXrlwBAKxevRpaWlqCfeXLl1dbuZmywtRlcnIyvLy8cOvWLfTr1w+urq549OgRlixZgtDQUJw6dQrVq1fPW0GIqbRz504yNjYmAASAwsLCBPuHDBlCACgiIkKxLTExkapWrUpmZmYUHx9PRETp6elUuXJlsrKyoujoaEXau3fvkra2NrVo0eLrnNA3TCaTkVQqpe7du+eYrnnz5qStrU0PHjxQbHv37h1ZWlpS5cqV1V1MlosmTZqQlpYW3bx5U7D977//JgA0bdo0IuJ6LKiiapNYzvLaHrFvW17bI1YwubVHTNmMGTMIAG3YsEGxLS0tTXGtPn36NMfjfXx8yMbGRt3FZHlQmLqcOnUqAaBVq1YJtl+4cIEkEgk1bdo0z+XgTpwKLVu2JABUuXJl6tatm1IDlZqaSvr6+uTu7q507IoVKwgAbd68mYiIoqKiCAD99ttvSmm7d+9OYrGYXr58qb6TKQGuX7+e6z+qr1+/JgDUpUsXpX0TJkwgABQZGanOYrIcJCUlkVQqJV9fX6V9Hz9+JADUrFkzrscCKso2ieUsL+0R+7bltT1iBZNbe8RUq1SpEllbW1N6erpg++HDhwkAzZgxI8fjzczM8vUFn6lPYeqyYcOGpKWlRampqUr7atSoQdra2nkuBz8Tp8Lt27cxbdo0XLx4EY6Ojkr7b9y4gfj4eNStW1dpn7u7O4CMceIAEBkZCQDZpk1PT8e5c+eKsvgljnyIQNWqVQEAiYmJSsMz5PHMS8zZ16elpYWbN29i2bJlSvvevHkDANDQ0OB6LKCibJNYzvLSHrFvW17bI1YwubVHTFlsbCxu374NNzc3iEQiwb68tNEvX77E+/fvFe1SSkoKPn/+rL4Cs2wVti43b96Ms2fPKrVBRIS3b9/mq23iTpwKN2/exO+//w6pVKpy//PnzwEAtra2SvvKlCkDAHj06FG+0/6o5F+aDhw4AHt7e+jp6UFXVxdt27bFgwcPAHAcv3VisRjlypVDhQoVlPbNnDkTAODt7c31WEBF2SaxnOWlPWLftry2R6xgcmuPmLIXL16AiFS20YaGhjAwMMixjZa3S48ePULt2rWhq6sLHR0duLm58aQyX1lh69La2ho1atRQ2r5u3Tq8evUKXl5eeS4Ld+JUyK1hio2NBQCVD0Xr6uoCyHjoMb9pf1RXr14FAJw5cwZ//PEHdu7ciVGjRuHgwYOoW7cuHj58yHEsoYKCgrBmzRrY2tpi8ODBXI8FVJRtEstZXtojVjJlbY9YwXDnLf9yaqOBjHY6pzZa3i6dOnUKXbt2xa5duzBr1iw8ffoUzZo1w65du4q+0EylwtalKleuXMHIkSMhkUgQGBiY5+N4dsoCIKJc94nF4nyn/VF1794dbm5umDBhguIfh3bt2sHDwwMdOnTA77//rvJXCzmO47fpn3/+waBBg6Cnp4cdO3bAwMCAPw9qwnEtOnlpj7Zs2VLMpWT5pao9YuxryamNlu/PqY2uW7cu/vvf/6J///4oV64cAKB169bo1KkTqlatiuHDh8PPz4+HCX8Fha3LrM6fP48WLVrg06dPWLx4MVxdXfN8LHfiCkDe+CcmJirtk28rVapUvtP+qHr16qVye/v27WFra4tDhw6hfv36ADiOJUVAQAAmT54MQ0ND7Nu3D3Xq1AHAnwd14bgWnby0R6xkya49YuxryamNlm8vW7Zstsc3atRI5fI79vb2aNeuHdatW4dr166hZs2aRVJelr3C1mVmISEh6NatGxITEzF//nwMGzYsX2Xhn2YLQF458udQMsv6bEp+0jJllpaWiI+P5ziWEDKZDH369MHkyZNhY2ODkydPokGDBor9XI/qwXH9OuTtESsZcmuPGPtaHBwcIBKJVLbRsbGxiI+PL3AbbWlpCQCIi4srVBlZ3hRVXS5duhTt2rWDTCbDunXr4O/vn++ycCeuAJydnWFkZISzZ88q7ZPPSCNfEFY+U012aUUikcoZ5X4Ub968QbVq1dCpUyelfTKZDPfu3UP58uVRp04diMXiPMWcFY+0tDR07doVa9euRdWqVREZGak0DJbrUT3y0yax7OW1PWLfvry0R4x9LQYGBqhUqZLK2cjz0ka3bt0ajo6OKmekvHnzJgConMiHFb3C1iUA/PXXXxg2bBgMDAxw6NAh9OjRo2CFyfNiBD+ogIAAlWugDBo0iEQiEZ06dUqxTb6wrqWlJSUlJSm2Ozk5kbW1tcrFvv38/NR/Et+w9PR0qlixImlqatKlS5cE+yZNmkQAaPr06URE1LRpU9LR0VG5SHSNGjW+YqmZKuPHjycA5ObmRh8/fsw2Hddj4RRFm8RUy097xL5teW2PWOFk1x4xZdOmTSMAtHHjRsU2+QLRUqmUXr16le2xAwcOJAC0aNEiwfbjx4+TSCTidQ+/ssLU5cGDB0kkEpGpqSldvXq1UOXgZ+IKaNKkSdi7dy9atGiBX375BRYWFli9ejVu3LiBzZs3Q1tbW5F20aJFaNGiBTw8PDB8+HAkJyfjr7/+gq6uLmbNmlWMZ1H8RCIRli5dipYtW8Lb2xvDhw+HjY0Njh49ip07d8Lb2xu//PILAGDu3Lnw8PBA/fr1MWbMGEilUixatAgxMTHYvn17MZ/Jj+3Ro0eYM2cORCIR2rdvj3379imlsbCwQNOmTbke1SQ/bRJTLT/tEft25ac9YuxrGT16NNavX4++ffsq1tjbsmULjh49itmzZ8PKygpAxkyUV69eRfXq1VG9enUAGe17aGgo/P39cfnyZbi6uuLGjRtYvnw5bGxsVK6JyNSnoHWZnp6OUaNGgYjQunVrXLlyRbF8RGY9evRQWoNOpUJ1AX8AOf3K9PDhQ+rcuTMZGxuTvr4+eXh40P79+1Xmc+zYMWrQoAHp6OiQmZkZtW3blm7evKnu4pcY586do9atW1OpUqVIS0uLnJ2dacqUKZScnCxId+nSJWrRogUZGBiQkZER+fr60pkzZ4qp1ExuyZIlBCDHl6enpyI912PBFVWbxLKX1/aIfZvy2x6xguM7cfnz9u1bGjhwIFlYWJCOjg7VrFmT1q5dK0gjj2lAQIBg+6tXr2jQoEFkY2NDEomESpcuTYMGDaKXL19+xTNgcgWpy5s3b+baNgEgmUyWpzKIiHKZK5MxxhhjjDHG2DeDJzZhjDHGGGOMsRKEO3GMMcYYY4wxVoJwJ44xxhhjjDHGShDuxDHGGGOMMcZYCcKdOMYYY4wxxhgrQbgTxxhjjDHGGGMlCHfiGGOMMcYYY6wE4U4cY4wxxhhjjJUg3IljjDFWpIKCgiASiZReYrEY2trasLOzQ+fOnREZGan2MowePVot+bdt2xYikQjh4eG5pvXy8hLEISgoSC1lKk6BgYGCc2zbtm1xF4kxxr5rkuIuAGOMse9TjRo1lL7MJyUl4fr169i+fTt27tyJTZs2oVOnTkX+3jVr1kRAQADq1q1b5HkX1ODBg2FlZYWaNWsWd1GKnJeXFwDg8ePHCA4OLt7CMMbYD4A7cYwxxtSiZs2aCAwMVLlv2bJlGDp0KIYOHQo/Pz9IpdIif+9vrbM0ZMiQb65MRcXLywteXl4IDw/nThxjjH0FPJySMcbYVzdo0CBYW1sjOjoa//77b3EXhzHGGCtRuBPHGGPsqxOLxbC1tQUAvHv3TrBv165d8Pb2hpGREXR0dFC9enXMmTMHKSkpgnTy57D27t2Ltm3bQltbGxYWFti6dWu2z8SlpKRg9uzZqFmzJnR0dGBgYIC6detixYoVSE9PVyrnkydPMGDAAJQuXRo6Ojpwd3fHgQMHCn3+LVu2hEgkwp49e1Tur1GjBqRSKd6/f6/YduXKFXTp0gWWlpbQ0tJC2bJlMWrUKLx9+1bpeJlMhkWLFqFhw4YwMTGBpqYmTE1N0bRpU4SGhgrSymO1atUq9O/fH3p6ejA2NsZff/0FALh+/Tq6dOmCcuXKQSqVwtLSEm3btkVERESh48AYY6xgeDglY4yxry4tLQ0PHjwAANjZ2Sm2/+c//8Hs2bNhaWmJTp06wcTEBIcPH8a4ceOwf/9+HDp0CFpaWoK8Bg8eDGNjY4waNQpXr15F/fr1cfjwYaX3jIuLQ9OmTREZGYkKFSqgX79++Pz5Mw4ePIjBgwcjNDQU27dvh1ic8fvmvXv30KBBA7x58wa+vr6oUaMGzp8/j9atW8PCwqJQ5//zzz/j4MGDCAoKQps2bQT7zp8/j6tXr6JTp04wMzMDAOzevRtdunRRTBri4OCAq1evYuHChdi1axdOnDiBcuXKAQCICH5+fggNDYWLiwt69+4NiUSCy5cvIywsDEeOHMGhQ4fQpEkTwfv+3//9HyQSCYYNG4b79++jfv36uHPnDjw8PJCamop27drBwcEBz549w/bt2xX14ePjU6hYMMYYKwBijDHGitCaNWsIAPXp0yfbNFOmTCEAVLZsWZLJZEREdPDgQQJAbm5u9PHjR0Xa9PR0+vnnnwkABQQEKLYHBAQQALKwsKDY2FiVZfD391dsGzlyJAGgLl26UFJSkmJ7dHQ0ubu7EwCaO3euYnvz5s0JAM2fP1+Q94wZMwgAAaDjx4/nGo9GjRoRALp06ZJim0wmIysrK9LU1KR3794J0g8dOpQAUGhoKBERvX37lvT19alUqVJ08+ZNQdr169cTAGrUqJFi265duwgAtW3bltLT0wXp5XHv1q2bUqykUik9efJEkH7s2LEEgFauXCnYvmfPHgJArVu3Fmw/fvw4AaA2bdrkGhfGGGMFx8MpGWOMqcXly5cRGBgoeI0ZMwZ169bFxIkToauri6CgIEgkGYNCFi9eDACYN28eSpUqpchHJBJh7ty50NTUxPLly5Xep1WrVjA0NMyxLDKZDGvWrIGOjg6WLVsGbW1txT4TExMsXboUABT/ffPmDQ4dOoSKFSvC399fkNdvv/0GJyen/AckE4lEgj59+kAmk2Hjxo2K7cnJydi0aRPs7OwUd8rWrl2L+Ph4jB07FpUqVRLk06NHD9StWxcnTpzAnTt3AABVq1bFmjVrMHv2bIhEIkH6xo0bA4DKIZj16tUT3BUFoBhiev78echkMsX21q1b4969e9ixY0dBQ8AYY6wQeDglY4wxtbhy5QquXLmi+FskEkFXVxd2dnYYMmQIRo8eLegMnT17FgCwd+9ehIWFKeVnaGiI169f48WLFyhdurRie4UKFXIty507dxAfHw9PT09BB1GuVq1aMDQ0xP379/Hp0ydcunQJRJTtEgUNGjRQdJoKauDAgZg1axaCg4MxatQoAMDOnTsRExMDf39/xbBOeVyuXr2qcrZPeefq/PnzcHJyQoUKFVChQgWkpaXh2rVruHv3Lh4/foxbt27h5MmTADKGs2alKo4DBgzAihUrsHz5cmzZsgU+Pj5o3Lgxmjdvnqe4M8YYUw/uxDHGGFOLPn365Gth6w8fPgAAZs2alWu6zJ04XV3dXPOOjY0FABgZGWWbpnTp0vj06RMSEhIUZckuvampaa7vmZsKFSrAy8sLx48fx7Vr11CtWjX8888/EIvF6N+/vyKdvCxbt27NMT95OiLCggULMHv2bLx48QIAoKWlhapVq8LV1RX37t0DESkdryqOlStXxsWLFzFr1izs3bsXO3fuxM6dOwEAHh4eWLx4MWrVqlWwADDGGCswHk7JGGPsm2BgYAANDQ0kJyeDiLJ9VatWLd95yztjz58/zzbNx48fAWR00OSdNPm2rOLj4/NdBlUGDhwIANiwYQNevXqFY8eOoXHjxoJhjQYGBgCAsLCwHOMycuRIAMCCBQswevRoGBoaYuvWrbh79y4SEhJw4cIFxR2//KhYsSJWrlyJ169f4+rVq5g/fz48PDxw5swZNG/eHImJiUUQCcYYY/nBnTjGGGPfBBcXF6SlpeH8+fNK+1JSUvDLL79g1qxZgmez8srJyQl6enq4c+cOXr16pbT/1q1beP36NZydnaGlpYXatWtDIpEgIiJC5dIDZ86cyXcZVOnQoQNMTEywY8cO7N69G0Sk6NjJubi4AACioqJU5jFv3jxMnjwZjx8/BgDF3c89e/agU6dOqFixouK5wxs3bgCAyjtxqgQHB2PIkCGIj4+HSCRCtWrV4O/vj1OnTsHFxQVv375V5MkYY+zr4U4cY4yxb8KgQYMAACNHjhSsjwYAAQEB+Ouvv3DkyBFoamrmO29NTU3FkgLDhw9HcnKyYl9MTAyGDh0KIOMZMAAwMzND+/bt8eTJE6Xn0FatWoWLFy/muwyqSKVS9OrVC/fv38fs2bNhZmamtORA7969IZVKMXPmTFy+fFmw7+DBgxg7dizmz58Pc3NzAF+GRco7dXK3b9/GH3/8AQB57gifPXsWy5cvx8KFCwXb4+Li8PbtW2hoaCjW+2OMMfb18DNxjDHGvgmdO3fGkSNHsHLlSjg7O6N169YwNzdHREQEzpw5g9KlSytmjyyI6dOnIyoqCrt27UK1atXQtGlTpKSk4MCBA3j58iXatm2LMWPGKNIvWLAAFy5cwJ9//omjR4+ibt26uHHjhmLWynv37hXFaWPgwIH4+++/8ejRI4wZM0ZpHTw7OzusWLEC/fv3h5ubG1q3bo0KFSrg7t27CAkJgUQiQXBwMPT09BT5nT59Gu3bt0enTp1gaWmJu3fvYv/+/TA0NIRYLEZ0dHSeyjZ+/Hjs3r0bEyZMwJEjR1C7dm0kJiZi7969eP78OcaPHw8rK6siiQNjjLG84ztxjDHGvhkrVqzAxo0bUbVqVezcuROLFi3Chw8fMGbMGJw7dw7ly5cvcN76+vo4efIkpk+fDh0dHfzzzz/Ytm0bypUrh6CgIOzcuRMaGhqK9JaWloiKioK/vz+eP3+OxYsX48WLF9iwYQP8/PyK4nQBZCwJUKNGDQBf7gRm1bt3b5w+fRp+fn6IiIjAX3/9hUuXLqFjx46IiopC69atFWn79euHdevWwcnJCdu3b8eyZctw7949DBs2DNevX0edOnVw9+5d3L59O9ey2dra4syZMxg2bJgiBuvWrUPZsmWxYcMGTJ8+vWiCwBhjLF9ElNeB8YwxxhjLNy8vL5w4cQKXLl1CzZo1lfbHxcXBxsYG1apVw+nTp79+AYtQeHg4vL290aZNG+zevbu4i8MYY98tvhPHGGOMFaOpU6ciPj4ew4cPL+6iMMYYKyH4mTjGGGPsK1i2bBmsrKzQtm1bODg4oH79+pDJZLh79y5cXFzQpUuX4i5igYWHhyM8PFxpMhXGGGPqwZ04xhhj7CtYvnw5AMDBwQE1a9YEEeH58+do3rw5Vq1apVgGoCQKDw/HpEmTirsYjDH2w+Bn4hhjjDHGGGOsBOFn4hhjjDHGGGOsBOFOHGOMMcYYY4yVINyJY4wxxhhjjLEShDtxjDHGGGOMMVaCcCeOMcYYY4wxxkoQ7sQxxhhjjDHGWAnCnTjGGGOMMcYYK0G4E8cYY4wxxhhjJQh34hhjjDHGGGOsBPl/FC/92pjRjDwAAAAASUVORK5CYII=", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "psd_cn = psd_a.signif_test(method='CN',number=1000)\n", "psd_cn.plot()" ] }, { "cell_type": "markdown", "id": "b6a5ce6e-3afc-4fc9-9208-3a10272dca33", "metadata": {}, "source": [ "We see that in both types of surrogates, the broadband peak in the 2-10y range is above the 95% threshold, so these frequencies could be considered significant. \n", "\n", "## Estimation of scaling behavior\n", "In this last example, `Pyleoclim` fit a single scaling exponent to the timeseries, spanning the entire range of frequencies(periods). Under the hood, all we are doing is fitting a straight line to the spectrum:" ] }, { "cell_type": "code", "execution_count": 239, "id": "fb4626ec-2c7a-4d52-96ee-3865754a6b12", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 239, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "psd_a.beta_est().plot()" ] }, { "cell_type": "markdown", "id": "fa608d91-9617-498b-94ba-bde227e3915a", "metadata": {}, "source": [ "This results in a fairly steep exponent near 2.4. If we were specifically interested in the scaling exponent (spectral slope) between periods of 2-100y, you would do it like so:" ] }, { "cell_type": "code", "execution_count": 238, "id": "f0685af3-8b28-4aa6-94f7-72170f4d23a4", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 238, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "psd_a.beta_est(fmin=1/100, fmax=1/2).plot()" ] }, { "cell_type": "markdown", "id": "b6af4ecb-80ee-47fe-8cea-90ce8a42c727", "metadata": {}, "source": [ "We see that this results in a much flatter line, i.e. a smaller scaling exponent around 0.75" ] }, { "cell_type": "markdown", "id": "25011625-b83f-4cf0-af51-3040e20b1432", "metadata": {}, "source": [ "## Gap-tolerant spectral analysis\n", "We return to the original series and apply 2 techniques to obtain the spectrum, keeping gaps in th series.\n", "1. By default, `spectral()` invokes the Lomb-Scargle periodogram\n", "2. method = `wwz` invokes the Weighted-Wavelet Z-transform" ] }, { "cell_type": "code", "execution_count": 226, "id": "fc906f99-de7d-46b1-a28e-4ed9794a9662", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 226, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "psd_ls = ts.standardize().spectral()\n", "psd_ls.plot()" ] }, { "cell_type": "code", "execution_count": 227, "id": "6d36946a-40af-42bc-b912-54175b41ae9b", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 227, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "psd_wwz = ts.standardize().spectral(method='wwz')\n", "psd_wwz.plot()" ] }, { "cell_type": "markdown", "id": "2a493f7e-6f23-403c-b142-576191806d4c", "metadata": {}, "source": [ "Let's plot all those spectra on the same figure:" ] }, { "cell_type": "code", "execution_count": 241, "id": "ce14a022-cfd0-405f-b4fc-40b3e307ccf7", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 241, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = psd_mtm.plot(label='segment 2, MTM')\n", "psd_ls.plot(ax=ax,label='whole series, Lomb-Scargle',alpha=0.6)\n", "psd_wwz.plot(ax=ax,label='whole series, WWZ',alpha=0.6)" ] }, { "cell_type": "markdown", "id": "4cd7fc9c-24f8-455d-a35f-dc2c66c0a61b", "metadata": {}, "source": [ "It is often useful to be able to compare methods and/or parameter choices, to see if the results are robust. We see that some choices lump peaks into broad bands, others tend to slice them up. " ] }, { "cell_type": "markdown", "id": "5015a906-fd20-483a-990e-5c08b35b444e", "metadata": {}, "source": [ "## FAILED SSA attempt" ] }, { "cell_type": "code", "execution_count": 82, "id": "35376412-55b3-46e2-b56a-36b92dd5c7a9", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 82, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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OQhiGYRiGUQUOQhiGYRiGUQUOQhiGYRiGUQUOQhiGYRiGUQUOQhiGYRiGUQUOQhiGYRiGUQUOQhiGYRiGUQUOQhiGYRiGUQUOQhiGYRiGUQUOQhiGYRiGUQUOQhiGYRiGUQUOQhiGYRiGUQUOQhiGYRiGUQUOQhiGYRiGUQUOQhiGYRiGUQUOQhiGYRiGUQUOQhiGYRiGUQUOQhiGYRiGUQUOQhiGYRiGUQUOQhiGYRiGUQUOQhiGYRiGUQUOQhiGYRiGUQUOQhiGYRiGUQUOQhiGYRiGUQUOQhiGYRiGUQUOQoohJycHx44dQ05OjtoqDMMwDHNXwkFIMZw+fRr3338/Tp8+rbYKwzAMw9yVcBDiIiwWC1JTU2GxWNRWKTMiuwNi+7O7eojsL7I7ILa/yO6A6/05CHERZrMZycnJMJvNaquUGZHdAbH92V09RPYX2R0Q219kd8D1/hyEMAzDMAyjChyEMAzDMAyjChyEMAzDMAyjChyEuAiNRgNvb29oNOIVucjugNj+7K4eIvuL7A6I7S+yO+B6f4mIyCV7Eoxjx47h/vvvx9GjR9GkSRO1dRiGYRjmrkPMUE1AiAgWiwUixnwiuwNi+7O7eojsL7I7ILa/yO6A6/05CHERJpMJp0+fhslkUlulzIjsDojtz+7qIbK/yO6A2P4iuwOu9+cghGEYhmEYVeAghGEYhmEYVeAghGEYhmEYVeAghGEYhmEYVeAhusVQ0UN0LRYLRo8ejWvXriE4OBifffYZtFptBZhWPkQEm80GjUYDSZLU1ikzIvuzu3qI7C+yOyC2v8jugOv9dZW+BwZr1qzB2LFjkZiYKC/buHEj5syZg759+6poVjokSRImYHKGyP7sXnaIqEIqTy579RDZX2R3wPX+/DimklmzZg369++PxGq+kF4fDWn2VEivj8aVar7o378/1qxZo7bibcnLy8PFixeRl5entkq5ENm/Krh3794dUVFRZd5ODfcDBw4gPj6+zNvt3r0bkiThhx9+kJdVtn9qaiokScKUKVMqPO+qcN7cCSL7i+wOuN6fg5BKxGq1YuzYsaB7Y6EZMQgIDYak1xf8O2IQcG8sxo0bB6vVqrZqidhsNmRlZcFms6mtUi5E9mf3svHFF1/gt99+K/N2TZo0wcGDB9GhQwd5GZe9eojsL7I74Hp/DkIqkX379iExMRFS1w4gmw3S/+bilzQakM0GdOmAy5cvY9++fSqbMsy/Gx8fH7Ro0QIBAQFqqzDMvwoOQiqRpKSkgv8EBcoBiB1JowGCA5XrMVWONef+ROMVX8Hj8w/ReMVXWHPuT9VcoqKiMH78eEybNg2RkZFwd3dH69atceLECezfvx8tWrSAu7s76tSpg2+++UaxbXZ2NqZMmYIGDRrAzc0NNWvWxIQJE5CVlaVY78iRI+jUqRO8vLwQFhaGWbNmOXXZtWsX2rdvDy8vL3h7e+ORRx7BH3/8oVhn3759ePLJJxEaGgpPT0+0bNkSq1evLvEYp0yZgsDAQMybNw+hoaHw9fXFjh07AAC//fYbevToAT8/P3h4eKBt27bYu3evvG27du3wzTffIDs7W/GYIzMzE6+88grq1asHNzc3eHp6onnz5tiwYYO8bdHHMUuWLIGHhwf++OMP9OzZE56envD398eQIUOQlpamcL6dl51PP/1UdmjatCmOHTtWYlkwzL8BDkIqkdDQ0IL/XEstaPkoBNlsQMp15XpMlWLNuT/x6I9r8EfaNeRZrfgj7Roe/XGNqoHIV199hV27dmHhwoVYtGgRTpw4gR49emDgwIF4+umnsXHjRtSoUQPDhw/HqVOnAAD5+flo164dPvroIzz11FPYtGkTnn/+eXz++efo2LGj/Oz31KlTaNu2LTIyMvDdd9/hk08+wVdffYX//ve/CocNGzbgoYcegl6vx/Lly/HVV1/h2rVraNWqFU6cOAEAOH/+PPr06YPAwEB8++23WLt2LQIDA9G/f3/8/PPPJR5jeno6PvvsM3z55ZeYM2cOWrdujSNHjqBVq1ZISkrCl19+iRUrVsDd3R0dO3bE9u3bAQDz589Ht27d4O7ujoMHD2LEiBEAgB49euC7777D66+/jq1bt+LLL79EVlYWHn30UVy5cqVElzFjxqB58+bYuHEjXn31VSxfvhzjxo2T00vjBRQEV+PGjUPXrl2xYcMG9O3bF/369SvFN84wdznEOOXo0aMEgI4ePVruPCwWC0VERBAaxZHmsxkkzXlX8S/ujaXIyEiyWCwVaF7xmM1mSk1NJbPZrLZKuSiv/33LF5H2sxmkKfSn/WwG3bdiUSWZOlLYvWbNmuTj40O3bt2S00eOHEkAaPny5fKyw4cPEwBatKjA84svviAA9P333yvyXrlyJQGghQsXEhHRwIEDydfXl27cuCGvc+XKFXJ3d6eaNWsSEZHNZqOoqChq3Lix4rzNycmhiIgI6tatGxER/ec//yEAtGnTJrncs7KyaNy4cXTw4MFij3fy5MlOXdu2bUvh4eGUmZkpL7NardSsWTOKjY2Vlw0dOpQ8PT3lz0lJSdShQwdav369Ir8tW7YQAFqxYgUREe3atUux36+//poA0BtvvKE4b7p160ZeXl5l8srMzCQ3NzcaMmSIwuHjjz8mADR58uRiy6O8/Fuv2aqAyO5ErvfnlpBKRKvV4oknngCOJ8C2fS9gsRa8mdBihW3bHuD3kxgwYECVH86l0+lQrVo16HRijugur/+f6WkoOokOAThzM83Z6pVCUfdGjRrBy8tLTg8JCQEAtGrVSl4WGFjwmO/mzZsAgB07dsDT0xP9+/dX5P3YY4/B09NT/sW+a9cutGvXDv7+/vI6YWFhaNeunfz57NmzuHjxInr37i2/bdNisUCv16Nbt27YsWMHzGYzWrZsCQ8PDwwePBgjR47EihUrkJeXh48//hgtWrS47XHff//98v9zc3Px008/4eGHH4a7u7u8T5vNht69e+PkyZO4dOmS03xCQkKwY8cO9OzZE1evXsXevXvx9ddfY/HixQBw2xEAnTt3Vpw3NWvWRHZ2dpm8Dh48CJPJ5DAcf+DAgbcth/Lyb71mqwIiuwOu9+cgpBKxWq1YsWIF0CgOmk4PAjptwfwFOi00D7UFGsXhP//5T5UfHWOxWJCeng6LxaK2Srkor399v2ooOtuEBKC+f7UKc7sdRd19fHycrufp6Sn/v+gcGWlpaXKwUpSQkBBkZGQAKBgyWr16dYd1wsLC5P9fv17wCHHy5MnQ6/WKvy+++AJ5eXm4fv06atSogT179qB9+/ZYvXo1Bg4ciODgYPTq1UsxX05xeHt7y/+/ceMGrFYrvv76a4d9Tpo0CQBKzPOHH35AvXr1EB4ejm7duuHzzz+H5n99tOg2czXabDbFeaPRaORtSuuVmpoKAA5lGxQUVGkV/b/1mq0KiOwOuN6fg5BK5HajYyRBRseYzWYkJibCbDarrVIuyuv/1gNtQIAciEgoaAl5q1mbCjYsnooo+4CAACQnJzssJyJcvXpVbjkJCgpyup498AAgt5JMmjQJR44ccfpnzy8uLg7Tpk3DlStX8Msvv+C1117Djz/+iOeee65M/r6+vpAkCcOGDSt2n/fcc4/TbQ8cOIABAwagefPmOHv2LG7duoXDhw+X2uHatWvFln1pvYKCggDAoWxv3rxZaRX9v/WarQqI7A643p+DkEqER8eITd/o+vi+a1/cExgEN60W9wQG4YeufdEnur7aamWiY8eOyM7OVkzEBQDff/89cnNz0b59ewAFjx527dqFlJQUeZ2bN28qRnrExMQgLCwMp06dQtOmTRV/ixYtwty5c6HX67Fw4UJERkYiLS0NGo0G999/P9599100a9YMf//9d5n8vby88MADD+DEiRNo3LixYp+bNm3CjBkz5JaNoo82f/rpJ1itVkyePBl16tSRW4k2btwIAHc0F0JpvVq1agUvL6+CVtFCrFu3rtz7Zpi7BTEfWgmCYnRMaLAiEOHRMWLQN7o++goWdBTlySefxIIFC/DUU0/h/PnzaNKkCY4dO4Z33nkHTZo0weDBgwEUPGJZu3YtOnbsiMmTJ0On02HGjBmKfhMajQazZs3CwIED5T+9Xo9vvvkGK1aswAcffABJktCxY0dMmDABL774IiZOnIjQ0FDs3LkTBw8exPTp08t8DDNnzkSnTp3QrVs3jBw5Er6+vli3bh3mzp2L559/Xn4c5e/vj5ycHKxZswaNGzeW+5+MHz8eo0ePhsViwerVq/H1118DgNy/o7yU1mvGjBkYM2YMRowYgcceewwJCQl47733hHy3CMNUJNwSUonEx8cjIiIC+HHnPxOUAf88mtmyC5GRkeWaZpphSoubmxt27dqF4cOH49NPP5X7RYwaNQp79uyBm5sbAKBGjRrYv38/oqKiMHz4cDzzzDNo3749Hn/8cUV+AwYMwI8//ogrV65gwIAB6N+/P86ePYslS5bg1VdfBQDUqVMHGzduhI+PD8aMGYPOnTvjhx9+wKxZs/D666+X+Rji4+Oxb98+aLVaDBs2DD169MDu3bsxe/ZszJ07V15v+PDhiIuLw4ABAzBz5kw8+OCDWLRoEc6ePYsePXpg+PDhuHLlCvbu3YvQ0FDs2bPnDkq29F6jR4/G119/jZ9//hk9e/bEokWL8O2338otOAzzb4XfolsMFfUWXfu7Y3BvLNClQ8EjmJRUYMtO4PeT+OGHH6r8S+zy8vKQmJiIiIgIGI1GtXXKjMj+7K4eIvuL7A6I7S+yO+B6fw5CiqGighDA+Vt0IyMj8cknn1T5AIRhGIZhKgvuE+IC+vbti169eiEkJASpqakIDAzEhQsXqvz8IAzDMAxTmfADSReRn5+Pp556ChMnTsQbb7whVACSm5uLEydOIDc3V22VciGyP7urh8j+IrsDYvuL7A643p9bQlzI0KFDER0dDXd3d7VVGIZhGEZ1uCWEYRiGYRhV4CCEYRiGYRhV4CCEYRiGYRhV4CG6xVCRQ3SBgumhzWYz9Hq9cBMUiewOiO3P7uohsr/I7oDY/iK7A673F6aEhg0bBkmSnP4tWbJEXi8hIQG9e/dGUFAQvL290bFjR+zfv1898f+h0WhgNBqFPClFdgfu3H/27NmYMmUKZs+eXcFmt0fkshfZHRDbX2R3QGx/kd0B1/sLMzrm+PHjqF27NqZOneqQ1qpVKwDAqVOn0KZNG7i7u2PMmDHw9vbG3Llz0b59e2zbtg1t27Z1tbZMfn4+UlJSEBwcDIPBoJpHeRDZHbhz/9mzZ+PKlSsIDw/H+PHjK8GweEQue5HdAbH9RXYHxPYX2R1wvb8QQYjFYsHJkyfRr18/+WVbzhg/fjxMJhOOHj2K2rVrAwAGDRqEhg0bYtSoUUhISHCVsgNWqxUZGRnya85FQmR3QGx/dleP8voTkeovpvu3ln1VQGR3wPX+QrQX/fnnn8jLy0PDhg2LXSclJQVbtmxBr1695AAEAAIDAzF8+HCcPHkShw4dcoUuw1QKTz31lNPHkW5uboiMjMSgQYPw999/y+vv3r0bkiThhx9+qDCH9PR0fPDBB2jevDmqV68Oo9GIGjVqYPDgwfjll18qbD93SmpqKiRJwpQpU1y2z5MnT6Jdu3ZIS0srcb127doV+2jZ/rdly5Y79hk2bBiaNm16x/mUxEcffQRJknDx4sVKyT8mJgZGoxHHjx93mv7iiy8qAr4lS5aUqgzvvfdeSJKEF198sVQeo0ePxgsvvFA2+UqiNNf1lClTIEkSUlNTS53v008/jTfeeKMiFMuEEC0h9hPQHoTk5OTAaDQqZh21Bxj2V3cXpnnz5vI69v8zTGmwWq3yq+zz8vJgtVpVn+324MGDis/p6enYt28fZs6cicOHDyMhIQEGgwFNmjTBwYMHUa9evQrZ77Fjx9CnTx/cunULzz33HCZPngwvLy+cOXMGCxcuRIsWLbBkyZISWyvvZlatWlXqt/KGhIRg7dq1xaY3aNCgorSEJz8/H4MGDcIvv/wiv/H5dmg0GixfvhxdunRxSDt+/Dj++OOPUu9/8+bNWLVqFc6cOVPqbUTkww8/RP369dG+fXuEhYW5bL9CBSGbN2/Giy++iEuXLsFgMKBr166YNWsWoqOj5ZfDRUZGOmwfEREBALhw4UKx+yjcegJAvvGYTCbF9LVarRYGgwE2m01epzD22VDz8vJgs9kc8gMKHi+ZzWbFdvbOQEQEk8nkkK+bmxskSXLIFwD0ej10Oh2sVivy8/MVafZfygCcTsNr74CUn58Pq9WqSNPpdNDr9fL+Ch9D4XxNJhOKDrIyGAzQarUwm82wWCyKtNKWYUn5lqUM7fuw51VSGRbOd926dXjllVfkXxOpqamoWbMmZs6cid69e5epDG/33RR3rIWPwZ53o0aNHMqwbdu2MJlMmD17NjZv3ozevXvDx8cH9913H4hI8d2X57vJyMhAnz59YLFYcPz4cQQFBcll2KxZMzz++ON49NFH8fzzz+Phhx+Gt7e3Ini73fldEWVY+Bjt/7eXaXnytVM0rbgytJ839vWLO7/tx9u4ceMSz8Oi12tZ6gj7fm02G3JzcyutjrB/tlqtDtveSR1R+Nr28/NDQkICJkyYgJkzZwL4p46wb2fft/3YHnzwQaxbtw43b95UBC4ajQbfffedPPKxaDkXrWctFgtefPFFjBkzBp6envI+i6t7ACjO+9KUYVnrCHu+9ryclWFhv9LWs56ennjuuecwbtw4rFy5Us6nrPV34TIszVt4hQhCfv/9dwAFvwDffvttBAQE4MCBA/j000+xf/9+HDp0CBkZGQAALy8vh+09PDwAANnZ2WXed2JiInx8fOTPvr6+iIyMhNlsxrlz5xzWt7fWJCYmOlyU3t7e0Ol0yMjIQFJSkiLNy8sLUVFRsNlsTvONiYmBTqdDcnIybt26pUgLCQlBYGAgsrKycPnyZUWam5sb6tSpAwA4f/68Q0VQp04duLm54fr167h586YiLTAwECEhIfJJWPgtwDqdDjExMQCAixcvOpyoUVFR8PLyQlpamkOToL+/P8LDw5Gfn+9wrJIkIS4uTt5f0co2MjISvr6+SE9PR3JysiLN29sbNWvWhNVqdVqG9t7eSUlJyMrKUqSFhoaiWrVqyMrKQmJiIrZv347x48c7lNfVq1cxaNAgzJ49G506dQIA1K1bF0ajESkpKfJ5aKd69eoIDg5GTk6O4lEJUFAJ21spLly44FA51a5dG3q9Hu7u7khMTERmZiYA4Ny5cwgICEBYWBjy8vLkY7Vvn5KSAqCg2bZ9+/aYNWsWHn74YQAFrSbLli3Dtm3bkJiYiODgYPTs2RNPP/009Ho9fHx8UKNGDYcyXLx4MS5duoRVq1YhMjIS58+fR05OjsJ30qRJ+OSTT3DhwgV4enriyJEjePrpp/HWW29h+fLluHLlCiZOnIg+ffrgxIkT+PLLL/Hbb78hMzMT/v7+6NChA1566SW5sp80aRL++usvvP7665g9ezZOnToFPz8/9OnTB88//7xc8detWxeffvopZs+ejaSkJNSpUwdjx44F8M9NKjU1FdeuXcPXX3+N9evX4+rVqwgMDMSgQYPw+uuvO1yPWq0WderUQfXq1ZGcnIw9e/bgm2++wYkTJ5CTk4Pq1auje/fumDBhAvLz8zFp0iRs2LABABAeHo6hQ4di4cKFTs9DO87qiIiICPj5+cl1xLp16/DWW2/h22+/xeeff45ff/0VPj4+6NOnD0aMGIHPPvsMGzduRH5+Pjp06ICFCxciLy9PriMsFgumT5+OpUuX4tq1a4iLi8Pw4cPx4IMPyvu855578MILL2Du3LlyHZGQkIABAwbgnXfewYQJE+Dm5oaTJ0/i7bffxr59+2A2m/Hwww/LdYvJZJKPNSkpCXPnzsWRI0dw48YN1K1bF3379sWjjz6qONaS6ghfX19Ur14dQMGjE29vb8yfPx/33nsvWrduLdcR9jrdvu9r164BAAYPHozdu3dj8eLF6Ny5s5yvp6cnVqxYgfHjx+Po0aPIyMhQfEcNGjSAVquV64h169bh77//RqtWrZCRkYGDBw+iR48eWLBgAVq3bg2g4Hrr1KkTHnzwQezZs0euJwcOHIjTp09jw4YNqFu3Lg4cOIBJkybht99+gyRJuP/++zFu3Di0bt1aUUesWrUK//nPf/D333/D29sbffv2xXvvvYdr167BarXi6tWrAIDk5GTk5eXBw8MD48ePx9y5czFhwgQMHTpUUZf/+OOP6N69O6ZNm4Y+ffoAKKgLY2JiULt2bdx7772YMWMGAKBNmzaYMWMGfvrpJ8TExCA9PV2uT+wUV0fYiY2NhSRJuHLlisOPe6eQACxdupTefvttMplMiuWrV68mAPTYY4/R9OnTCQBt2bLFYfuTJ08SABo5cmSp93n06FECQPv376ecnBz5Ly8vj4iIrFarYrn9z47JZHJIM5vNRERkNpsd0uzHZrPZnOZrs9lum6/FYnFIy83NlZ2c5Wu1WomIKC8vzyEtPz+/VPnm5uY6pFssFiIiys/Pd0grbRmWlG9llaHZbKZbt25ReHg4AXD6J0kSRURE0K1bt1xahoMHDyYAlJmZSdnZ2WQ2m8lkMtHff/9N3377Lfn7+1OdOnUoNTWViIh27dpFAGjZsmWUk5NDly9fpqioKKpevTrNmzePNm/eTBMmTCCdTkfdu3cv8btp0qQJ+fr6ysdTmvN7y5YtBIB8fX1pwYIFtH79ekpISKBjx46R0Wikhx9+mH744QfavHkzTZ8+nQwGA3Xt2lXOb/DgweTt7U01atSgL774grZt20ZPPPEEAaD58+fLZTh58mSSJIlGjRpFGzZsoClTppCXlxcBoLffflv+bvr06UN6vZ5ee+012rhxI33wwQfk6elJ7du3p6ysrGK/m82bN5MkSTRw4EBav349bdq0iV5++WUCQM8//zzl5OTQiRMnaOjQoQSANm7cSH/99Vex53fbtm2pZs2alJWVRZmZmYq/3NxcslgschkuXLiQAFBQUBC9//77tGPHDnrssccIAMXExFD//v1pw4YN9PHHH5Ner6cnnnhC/m7i4+NJq9VSaGgoLVq0iDZu3EgdOnQgjUZD69evl30A0AsvvKCoI/bt20cAaOHChWS1Wik3N5fq1atHQUFBNG/ePFqzZg098sgjpNfrCQD99ddflJOTQ3/88QdVq1aNatWqRV988QVt2bKFRo4cSQBo1KhRZa4jatasSV26dKGkpCSKjIyk0NBQSkxMlL8be9727ezldeTIEYqLi6OePXsq8t28eTPpdDpKTk6W7wkl1RFt2rShtm3byud3bm4ueXp60pgxY+RtFixYQADIYDBQdnY25eTkUGZmJvn7+9OECRMoJyeH1q5dS1qtljp27EirVq2ib7/9lpo0aUJeXl507NgxuY4YO3YsSZJEI0eOpA0bNtBnn31GQUFBFBcXR6mpqYrratmyZWSxWOiNN94gSZLok08+kZ0mTpxIAOj69etksVgoOjqaWrVqpThWez7//e9/FcubNWtG3bp1K3f9XbgMS4MQQUhJREZGkq+vL3366acEgNasWeOwzi+//EIA6LXXXit1vvYg5OjRoxXiabFYKDMzU77wREJkd6Ky+9tv3rf727VrV+WKk9LdfpNz9hcQEEBDhgxRVND24/j++++JiGjixIkkSRIdPnxYsY8PPviAANDWrVuL9fD19aX777/fYbnVaiWz2az4swdl27dvl28+hfnuu++oXbt2ioCTiGjAgAFkNBrlz/bj3bdvn7zMbDaTr68vde/enYiIMjMzyc3NjYYMGaLI6+OPPyYANHnyZEVZzJ49W7Hehg0bCACtWrXK4djsZT9z5kzq1auXQ3qLFi2ofv368ufJkyfLFX9JtG3btsTzqlGjRvK6X3/9NQGgadOmycuSkpIIADVo0EAuayKibt26UUREhOzepk0b0mg09Ntvv8nr5OXlUY0aNahFixbyssJBiJ0jR44QAPr666+JiOiLL74gALRjxw55HZvNRvfddx8BoAsXLhAR0cCBA8nd3Z0uXbqkyO/5558nSZLo1KlTJZaNHXvZ16xZkx555BEiItq9ezdpNBp69NFH5fVeeOEFKvxb2l5eR44coRkzZpDRaKT09HQ5/amnnpJvsM6OuzBZWVmk0+nojTfeUCzv06cPxcXFyZ8HDBhADzzwgHwNWSwW2rx5MwGgQ4cOkc1mo6ioKGrcuLGiDsrJyaGIiAjZ59y5c6TRaGjMmDGK/f32228kSRJ9+OGHRKS8ridOnEharZaWLFmi2Kboufjhhx8SAPrzzz/ldfr37684f+2MHj2aPDw8FIF4ZSLE6JiSCA4ORlZWFmrVqgVA+cjATkn9RVxFfn4+/v77b6fPl6s6IrsDZfcv2jR/p+vdCc7cjxw5giNHjuCnn37CyJEjodVqMWHCBCxduhTh4eHF5rVjxw40aNAAzZo1UywfNmwYAGD79u3Fblu074Kdvn37Qq/XK/7GjBkD4J9HIffee69im0GDBmHXrl3Q6XQ4ffo0/u///g8fffQRfvvtN4dnzFqtVp4HCCh4DBgWFiY3wx88eBAmkwl9+/ZVbDdw4EDF5//+978AIPdrsf917twZHh4e+PHHHx2OzV72L7zwAtatWweTyYQ//vgD69evx/Tp03H58uVi+3zcjtDQUPl7LPq3fPlyh/XtTf9AweNXoKDDfeEJpQIDA+Vm+Pz8fJhMJsTGxqJRo0byOgaDAT179sShQ4fK9Hh6165d8PX1RYcOHeRlkiThiSeeUKy3Y8cOtG/f3qGuHTZsGIgIO3fuLNX+7GVPhR6Htm3bFi+//DK+//57fPPNN7fNY+DAgcjPz8fq1asBFPQbWbNmDZ588slSOVy6dAkWi8XhkUKvXr2QkJCAK1eugIiwfft2PPvsswgNDcWOHTuQn5+PlStXIiwsDM2aNcPZs2dx8eJF9O7dG0Qkn3t6vR7dunXDjh07YDabsX37dthsNvTt21dxjsbFxaFevXoO5+jMmTMxY8YMdO/eHUOHDi3xWIYNGwaj0YjFixcDAK5fv44NGzbgmWeecVi3Ro0ayMnJcXi0X1lU+T4h9udtMTEx+P777xVpZrMZZ8+eRXR0NJo1awaNRoPDhw875GEfOVO4MmOY4ggNDa3Q9SqawsMuW7duDaPRiIkTJ8JqteLNN98sdru0tDTUrFnTYXn16tXlvkrFUatWLVy8eBE2m01x45s1a5Zin0UDHKCgr05h8vPz8fLLL+Prr79GdnY2QkND0bhxY6f9udzc3BxmbtRoNHJQZO9LYO8/YCcoKAg63T/V2/Xr1+XjcIazHy920tPT8cwzz+D777+H2WxGZGQkmjZtCk9Pz3IHIQaDoUzDZwv3S7Nj7ztjx9ncJMHBwU6XEREyMjIc8iiO1NRUhzIG4DCKIi0tzel1YV9W0jlWGt59911s3boVY8aMue3kkzVr1kTr1q2xYsUKPP3003KfnZ49e5ZqX+np6QAc+xl2794dWq0WW7duRaNGjZCamoqOHTti165d2LlzJ6ZMmYI9e/age/fukCRJPvcmT56MyZMnO93X9evX5fXatWvndJ2iPwR+/fVXdOvWDRs2bMD27dvlPmrOCAwMRL9+/bB06VJMnz4d3377LQA4DV7sfSjtx1/ZVPkgJCgoCHl5eVi/fj1+++033HfffXLae++9h4yMDLz++usIDg5Gp06dsHr1akydOlWOXlNTU7F48WI0atQIjRs3VukoGJGIj49HRESE/EunKJIkISIiAvHx8SrYOfLhhx9i27ZtmDJlCjp27IiWLVs6XS8gIMBp601KSgosFkuJkxP169cPkydPxrZt2xQd/aKjo8vsO3bsWHz99ddYuHAhevXqBT8/PwAFv9bKOtdIUFAQADh0Ur5586ais7S/vz8kScJPP/3kdBbIooFSYYYOHYqjR4/i+++/R4cOHeSbUvv27UsccVcVuHHjhsOypKQk6HQ6BAQEyMuKdoou2vk9KCjIYWg48E9wZ6e4c+zKlSsAcMcTYBkMBixbtgzNmjXDkCFDcM8995S4/uDBg/HCCy8gOTkZy5YtQ//+/eVRIbfD7lq0w361atXQunVrbNmyBdevX0d0dDSioqLw0EMPYcWKFfjll19w8eJF9OjRA0DBuQcUdLQuPKqu6L7s661Zs8Zpq33RkSazZs3CyJEj0bhxYwwfPhx//PGH02DVznPPPYfly5dj586d+O6779CnTx+n34f9eJ0FnZVBlX8cI0kSPv/8c0iShPbt2+PNN9/E/Pnz5Uqxffv28lTas2bNglarRZs2bTBz5kx8+umnaNWqFdLT0zF37lyVj4QRBa1Wizlz5gBw/HVp//zJJ5+oPl+IHaPRiC+//BI2mw3PPvusw/BBOx07dsSpU6dw5MgRxXJ703b79u2L3ccLL7yAyMhIjBw50mGUjx37KLbbsWfPHjRt2hRDhw6VA5Ds7Gy5qb64Rz/OaNWqFby8vLBixQrF8nXr1ik+d+jQAUSEtLQ0NG3aVP6rXr06XnvtNactqHZ++ukndO3aFT179pQDkOTkZPzyyy8K16pyPhTm999/VzSr5+TkYO3atWjTpo089NPHx8eh6b3ofCedO3dGVlYWNm3apFhetJztLQJF8yvNOVZaGjZsiPfeew8//fSTw/delEcffRQajQaff/45tmzZgiFDhpR6PxEREdDpdE7P9169emH79u2KFohOnTrBZrNh4sSJ8Pb2lkcgxcTEICwsDKdOnVKce02bNsWiRYswd+5c6PV6uWwSExMV69SrVw9vvvmm/EjRTmhoKAwGAxYvXozExESMGzeuxOOJj49HbGwsPvjgA/z666949tlnna53+fJluLu7ywF+peOSnicVwJEjR6hHjx7k5+dHBoOBYmJi6N1333Xogfvrr79S165dydvbm3x9faljx4508ODBMu+vojum5ubm0p9//umyzj4VicjuROX3X716NUVERCg6DUZGRtLq1asrydSRwu72jprFMWzYMAJA7733HhE5dky9du0aRUZGyqNjtm3bRpMmTSK9Xk/du3eXe7UXx6+//krR0dHk7e1NY8eOpXXr1tGePXto6dKl1L9/f9JqtRQSEkKbN28mIqKtW7fKvfgL8/TTT5NWq6WZM2fS7t27aenSpXTfffeRJEny6B+igo6pnp6eDh5xcXHUtm1b+bO9U/rw4cNp69atNHv2bKpevTpJkiR3TLXZbNS1a1fy8/Oj999/n3bu3Enffvst1a1bl/z8/Oj06dPFln27du3Iy8uLFi5cSHv27KGFCxdSrVq1SJIkCggIkNf/7LPPCADNmzevxA6Ybdu2pZCQEDp48GCxfxcvXiQiZUfLwsBJp8rC5ZWbm0sPPPAAubu7U1xcHK1evZrWr19PrVq1IqPRSIcOHZK3e/LJJ0mr1dL7779Pu3btoqlTp8qjw+wdU81mMz3wwAPk5+dHc+fOpS1bttCgQYPI3d1d0TH1zz//JF9fX6pduzYtWbKEtmzZQqNGjZJHL9m5du0aHTx4kK5du+a0jOxlX6NGDbljamFsNht17NhRvi7tOCuvnj17kl6vpxo1aijOcWdlWJROnTpRy5YtHZb/9ddf8ki5wp2aY2JiCAD16NFDUd+sWLGCJEmiJ554gjZu3EhbtmyRR3p98MEH8nrPPfccubm50cSJE2nbtm30/fffU9OmTclgMNDevXuJyPG6JiJ66aWXCABt2rSJiIrvJD1nzhwCQHXr1i32em/YsCF17tzZZfW9MEGIq6noIIQRE4vFQoGBgQSAAgMDVR0hdLsg5Pr16xQQEEDu7u50/vx5p5XVlStX6KmnnqKgoCA5mJ8xY4Y89PZ2ZGVl0aeffkoPPvggBQcHk16vp+DgYOrSpQstXLiQsrKy5HWd7Z+I6ObNm/T0009TcHAwubu7U506dWjMmDG0YsUKeYir/XhLE4QQFdx84uLiyGg0UmxsLG3ZsoW0Wq0chBAVjAyZMmUK1alTR/bu378/nThxosRjvnz5MvXr14+qVatGnp6e1KBBA3rrrbfkETh//PEHERWMWmnZsiXp9Xp5xIMzbjc6BgCNHTtWPq7yBCH2/XTu3Jk++ugjCgsLI6PRSA8++CD9/PPPiu3S0tLoySefJH9/f/Lw8KBu3brR8ePHFUEIEVFGRgY999xzVL16dfLw8KA+ffrQ7NmzFUEIEdGpU6eoX79+5O/vT25ubnTffffR559/rrjp2Y+rcP7OKDw6piiJiYnk7+9/2yBk5cqVBMBhlEtpgpDFixeTTqejq1evOqTFxcWRJEnykHiigpElzs55IqItW7bQgw8+SJ6enuTl5UVNmzZ1GNVis9lozpw51LBhQzIYDFStWjXq0qUL7d+/X17H2XWVnZ1NtWvXptDQUEpLSys2CPn7778dAp/CnD9/niRJcjrKtLKQiJw89GZw7NgxeVa9Jk2aqK3DqIi9f0h4eHiJHRgZhik9o0ePRuvWrTFgwAC1VYrFbDajQYMGGDx4sEvfQ1RZ2Cc0S0xMdNof5JVXXsG2bdvw66+/uuwljFW+T8jdgslkwqlTp5xOt1zVEdkdENuf3dVDZP+q7n769Gls3rxZMXNrYaqKv16vx6xZszBv3jyHDqrFUVXcC7NgwQJMmDABr732GkaOHOk0AElJScGiRYvw3nvv4fTp0y7zr/KjY+4WiAhWq9XpaIuqjsjuwJ37jx8/HpmZmSX2PK8sRC57kd0Bsf2runtQUBC2bdtW7IvSqpJ/r169sHXrVkycOBGff/75bdevSu52jhw5ghUrVqBbt27yFO1Fee211/DMM8+gXbt2OHfunMv8OQhhmNtgH33FMEzFEBAQoBgiXNWZP3++2gp3xFdffYWvvvqqxHWWLFkCwPlLDCsTfhzDMAzDMIwqcBDCMAzDMIwq8OiYYqjo0TFWqxV5eXkwGo1VclKjkhDZHRDbn93VQ2R/kd0Bsf1Fdgdc7899QlyEVquV5+QXDZHdAbH92V09RPYX2R0Q219kd8D1/vw4xkWYzWYkJSUVO6V2VUZkd0Bsf3ZXD5H9RXYHxPYX2R1wvT8HIS7CYrEgLS1N8VItURDZHRDbn93VQ2R/kd0Bsf1Fdgdc789BCMMwDMMwqsBBCMMwDMMwqsBBCMMwDMMwqsBBiIvQarUICAgQcsiWyO6A2P7srh4i+4vsDojtL7I74Hp/niekGPgtugzDMAxTuXBLiIuw2WzIzc2FzWZTW6XMiOwOiO3P7uohsr/I7oDY/iK7A6735yDEReTl5eHcuXPIy8tTW6XMiOwOiO3P7uohsr/I7oDY/iK7A6735yCEYRiGYRhV4CCEYRiGYRhV4CCEYRiGYRhV4CDEhWg04ha3yO6A2P7srh4i+4vsDojtL7I74Fp/HqJbDDxEl2EYhmEqF7HDNYZhGIZhhIWDEBdhMplw9uxZmEwmtVXKjMjugNj+7K4eIvuL7A6I7S+yO+B6fw5CXAQRIS8vDyI+/RLZHRDbn93VQ2R/kd0Bsf1Fdgdc789BCMMwDMMwqsBBCMMwDMMwqsBBCMMwDMMwqsBBiIswGAyoUaMGDAaD2iplRmR3QGx/dlcPkf1FdgfE9hfZHXC9v84le2Gg1Wrh4+Ojtka5ENkdENuf3dVDZH+R3QGx/UV2B1zvzy0hLsJsNuP69eswm81qq5QZkd0Bsf3ZXT1E9hfZHRDbX2R3wPX+HIS4CIvFgpSUFFgsFrVVyozI7oDY/uyuHiL7i+wOiO0vsjvgen8OQhiGYRiGUQUOQhiGYRiGUQUOQhiGYRiGUQXhghCr1Yr4+HhIkuTwzOrSpUt48sknERYWBg8PD7Ro0QIbNmxQyVSJvcexVqtVW6XMiOwOiO3P7uohsr/I7oDY/iK7A673l0iwCe7feecdvP322wAKevHqdAWjjJOTk9GiRQvcuHEDY8aMQXh4OL766iscPXoUy5Ytw8CBA8u0n2PHjuH+++/H0aNH0aRJkwo/DoZhGIb5tyNUEHL48GG0bt0aWq0WeXl5iiDk+eefx4IFC/DTTz+hdevWAIDc3Fw88MADSE5OxsWLF+Hp6VnqfVV0EGKz2WC1WqHVaqHRiNUAJbI7ILY/u6uHyP4iuwNi+4vsDrjeX5gSysrKwqBBg9ClSxe0aNFCkWa1WvHdd9+hefPmcgACAO7u7hgzZgxSU1OxadMmVysryMvLw59//om8vDxVPcqDyO6A2P7srh4i+4vsDojtL7I74Hp/YYKQsWPHIiMjA4sWLXJIS0hIQFZWlkNwAgDNmzcHABw6dKjSHRmGYRiGKT1CTNu+Zs0aLF68GOvWrUNwcLBDemJiIgAgMjLSIS0iIgIAcOHChRL3Ubt2bcVnexRoMpmQm5srL9dqtTAYDLDZbE4jRXd3d3l7m83mkB9QMBlM0dnoNBoNjEYjiAgmk8khXzc3N0iS5JAvAOj1euh0OlitVuTn5yvSJEmCm5sbACiOw47RaIRGo0F+fj6sVqsiTafTQa/Xy/srfAyF8zWZTCj6VM9gMECr1cJsNjt0IC5tGZaUb1nK0L4Pe14llWFJ+QLlL8PbfTfFHWvRY7BTEWVYnu+mNOehvQzt2+fl5d32/K6IMqzo78ZO0TSgYs7v8p6HpakjCpd94XxdXYblrSPsx26z2Zw6VXQdYacs57ezfAE4lD2gThmWt44ovO6d1hH2MimJKh+EXLlyBc888wyGDx+OXr16OV0nIyMDAODl5eWQ5uHhAQDIzs4u1/4TExMV8+j7+voiMjISZrMZ586dc1i/YcOG8nbOLh67b1JSkmKZl5cXoqKiYLPZnOYbExMDnU6H5ORk3Lp1S5EWEhKCwMBAZGVl4fLly4o0Nzc31KlTBwBw/vx5h5O4Tp06cHNzw/Xr13Hz5k1FWmBgIEJCQuQTzR7sAQUXTkxMDADg4sWLDidqVFQUvLy8kJaWhtTUVEWav78/wsPDkZ+f73CskiQhLi5O3l/RiiIyMhK+vr5IT09HcnKyIs3b2xs1a9aE1Wp1Wob2Y09KSkJWVpYiLTQ0FNWqVUNWVpbiOIGCizU6OhoAnOZbt25dGI1GpKSkyOeinerVqyM4OBg5OTn4+++/FWkGgwH16tUDUBAkF62cateuLd8MizoFBAQgLCwMeXl5Dk4ajQaxsbEAgMuXLztUFDVq1ICPjw/S09ORkpKiSPPx8UGNGjWKLcPY2FhIkoQrV64gJydHkRYWFoaAgABkZmbi6tWr8vLExER4eHigdu3aICKn+davXx8ajQbJycnIzMxUpAUHB6N69erIzs7GpUuXFGlGoxF169YFUFCGRW8c0dHRcHd3R2pqKm7cuKFIq1atGkJDQ5GXl4fz588r0rRaLaKiogAUnC9Fz++aNWvC29sbN27cwPXr1xVpd1JHREREwM/Pr8LqCPt5U9l1RG5uLi5evKhIu5M6wtvbG0DBD7aivpVZRzRo0ABarfaO6gh7WuF1KrOO8PDwQGpqKtLS0hRpd1JH2LnTOqLoj3tnVOmOqUSEhx56CBcuXMDx48flIKNdu3bYs2eP3DF1+fLlGDRoEBYsWICRI0cq8sjNzYWHhwc6d+6MLVu2lHrf9o6p+/fvR+PGjeXld9ISkpiYiOjoaOj1eqFaQrKzs3HhwgVERETIka1oLSGJiYnyBStSS4g9UCtc9oA4LSGJiYmIiIiAu7u7cC0h9oApMjLS4Y2iVb0lJDc3Vy57o9EoZEvIpUuXUKtWLaedI6tyS0h6erqi7AHxWkLs9yr78ZYl37uqJWT27NnYuXMn1q1bB5PJJJ809hMgLS0NBoNBjpqL/jIrvMzPz69cDm5ubvKXVRiNRuN0uZ2ihe/m5gYfHx9IkgRJkuRRPUWRJKlM+RZGq9WWuG1JaSW9ttnDw0OObgs3U9uxXyTO0Ov10Ov1TtNuV4Yl5avT6UpdhoXLHii5DEvKFyh/Gd7uuynuWN3c3Eos+zspwzv5bkpThkXPeeD25/edlGFF50tEJZY9UPll6IzS1BEGg8Gh7AHXl6Gdsp6HtzvvS5PvnZZhefIFClrCnJU94NoytFPWOqLodVsZ53dhqnQQsnHjRhBRsY9hQkJCULNmTXnkS9EmssLLnPUXcSW3u5iqMiK7A2L7s7t6iOwvsjsgtr/I7oDr/at0EDJr1iyHZ5AA8PLLL+P333/H1q1b4enpiZiYGPj6+uLw4cMO69pHxbRq1arSfUsiLy8PV65cQXh4eKkjxKqCyO6A2P7srh4i+4vsDojtL7I74Hr/Kh2E3H///U6X+/v7AwA6dOggN4s9/vjj+PLLL3HgwAE54MjNzcVnn32G4OBgdO3a1TXSxWCz2ZCTk+PwnFEERHYHxPZnd/UQ2V9kd0Bsf5HdAdf7V+kgpCxMnToVGzZsQNeuXTF+/HgEBQXhq6++QkJCAv7zn/+U+DyNYRiGYRjXc9cEISEhIThw4ABef/11zJkzB2azGffccw82bdqEbt26qa3HMAzDMEwRhAxCdu/e7XR5rVq1sHLlStfKMAzDMAxTLoSZtl109Ho9wsLCih3uVJUR2R0Q25/d1UNkf5HdAbH9RXYHXO9fpScrU5OKfosuwzAMwzBKuCXERVgsFty4ccNh9jkRENkdENuf3dVDZH+R3QGx/UV2B1zvz0GIizCbzbh69arDdL8iILI7ILY/u6uHyP4iuwNi+4vsDrjen4MQhmEYhmFUgYMQhmEYhmFUgYMQhmEYhmFUgYMQF6HRaODh4eH0tdRVHZHdAbH92V09RPYX2R0Q219kd8D1/jxEtxh4iC7DMAzDVC5ihmoCQkSw2WwQMeYT2R0Q25/d1UNkf5HdAbH9RXYHXO/PQYiLMJlMOHnyJEwmk9oqZUZkd0Bsf3ZXD5H9RXYHxPYX2R1wvT8HIQzDMAzDqAIHIQzDMAzDqAIHIQzDMAzDqAIHIQzDMAzDqAIP0S2Gih6ia7PZYLVaodVqhRs/LrI7ILY/u6uHyP4iuwNi+4vsDrjeX1fpe2AAFEwAI+IJCYjtDojtz+7qIbK/yO6A2P4iuwOu9xe3pAQjPz8fly5dQn5+vtoqZUZkd0Bsf3ZXD5H9RXYHxPYX2R1wvT8HIS7CarUiMzMTVqtVbZUyI7I7ILY/u6uHyP4iuwNi+4vsDrjen4MQhmEYhmFUgYMQhmEYhmFUgYMQhmEYhmFUgYMQF6HT6RAcHAydTrwBSSK7A2L7s7t6iOwvsjsgtr/I7oDr/XmekGKo6HlCGIZhGIZRwi0hLkLkHtMiuwNi+7O7eojsL7I7ILa/yO4Aj465axF57LjI7oDY/uyuHiL7i+wOiO0vsjvA84QwDMMwDPMvgYMQhmEYhmFUgYMQhmEYhmFUgYMQFyFJEoxGIyRJUlulzIjsDojtz+7qIbK/yO6A2P4iuwOu9+chusXAQ3QZhmEYpnIRczYVQbFardi3bx+SkpIQGhqK+Ph4aLVatbUYhmEYRhX4cYyLWLFiBcLDw9G+fXsMHDgQ7du3R1RUFNasWaO22m3Jzc3FyZMnkZubq7ZKuRDZn93VQ2R/kd0Bsf1Fdgdc788tIS5gzZo1GDRoEOjeWEjDHgOCAoFrqUj8cSf69euH1atXo2/fvmprlojNZlNb4Y4Q2Z/d1UNkf5HdAbH9RXYHXOvPLSGVjNVqxdixY0H3xkIzYhAQGgxJrwdCgws+N4rDs88+K+zsegzDMAxTXoQJQs6dO4cnnngC4eHh8PT0RPPmzbF8+XKH9RISEtC7d28EBQXB29sbHTt2xP79+1UwLmDfvn1ITEyE1LUDyGaDpCkockmjARFB6t0NaWlpmD59umqODMMwDKMGQgQhf//9N1q0aIEtW7ZgxIgR+PDDD2E0GjFo0CDMmDFDXu/UqVNo06YNDh8+jDFjxuDdd9/FpUuX0L59e+zZs0cV96SkpIL/BAXKAYgdSZIgBfoDjeLw6aefcmsIwzAM869CiCG6gwYNwooVK3Dw4EE0b94cQMFjjmbNmuHUqVO4evUq/P390bVrV+zevRsJCQmoXbs2ACA1NRUNGzZEtWrVkJCQUOp9VtQQ3d27d6N9+/aQXh8NhIU4jL0mIuBKMuiDz7Br1y60a9eu3PuqLGw2G/Ly8mA0GqHRCBG3KhDZn93VQ2R/kd0Bsf1Fdgdc7y9ECWk0GvTo0UMOQABAq9WiQ4cOMJlMOHXqFFJSUrBlyxb06tVLDkAAIDAwEMOHD8fJkydx6NAhl7vHx8cjICAA9ONOp5O/SJIEBAcCKNRqUsXQaDRwd3cX8oICxPZnd/UQ2V9kd0Bsf5HdAdf7C1FK3377LdavX++w/Ndff4VGo0GNGjXkAKNFixYO69mDFzWCEK1Wi7FjxwLHE0BpN1G04YlsNiDlOgAgNDTU5X6lIT8/H1evXhX6rZCi+rO7eojsL7I7ILa/yO6A6/2FG6KbkZGBs2fP4rPPPsPOnTvx4osvIiIiAhs2bAAAREZGOmwTEREBALhw4UKx+RZuPQGAvLw8AIDJZFKMl9ZqtTAYDHKTVVHc3d3l7e3DnMaPH485c+bgxtrN0IwYJHdQlf/dsgsRERGIj48HEcFkMjnk6+bmBkmSFPna0ev10Ol0sFqtDieOJElwc3MDAKfjvu1Nbvn5+Q59UnQ6HfR6PcxmM27cuAEPDw95ncL5mkwmh+DKYDBAq9XCbDbDYrEo0kpbhiXla7FYYDabFWkajQZGo9GhDPPy8nDjxg34+fnBYDCUWIYl5XsnZXi776a4Y7VarQ5lD1RMGZbnuynNeWgvQ3u5e3h4gIicfjcVWYYV/d0QEW7cuAFPT0+HbSvi/C7veViaOiI3N1dx3lR2HVHe87u4MrTXOb6+vk77ylV0HWGnLOe3s3wBICcnx+GaVaMMy1tH2K9bf3//O64j7GVSEsIFIUOGDMHGjRsBFLRwvP322wAKghMA8PLyctjGw8MDAJCdnV3m/SUmJsLHx0f+7Ovri8jISJjNZpw7d85h/YYNG8rbFb6g33rrLYwfPx62RcsgdekACg4EUlJBW3YCv5/EpPnzodVqYbVaneYbExMDnU6H5ORk3Lp1S5EWEhKCwMBAZGVl4fLly4o0Nzc31KlTBwBw/vx5h5O4Tp06cHNzw/Xr13Hz5k1FWmBgIEJCQuQTLTExUU7T6XSIiYkBAFy8eNHhRI2KioKXlxfS0tKQmpqqSPP390d4eDjy8/MdjlWSJMTFxcn7K1pRREZGwtfXF+np6UhOTlakeXt7o2bNmsWWof3Yk5KSkJWVpUgLDQ1FtWrVkJWVpThOoOBijY6OBgCn+datWxdGoxEpKSnyeWinevXqCA4ORk5ODv7++29FmsFgQL169QAUBMhFK6fatWvLj/CKOgUEBCAsLAx5eXkOThqNBrGxsQCAy5cvO1QUNWrUgI+PD9LT05GSkqJI8/HxQY0aNYotw9jYWEiShCtXriAnJ0eRFhYWhoCAAGRmZuLq1avy8sTERHh4eKB27dogIqf51q9fHxqNBsnJycjMzFSkBQcHo3r16sjOzsalS5cUaUajEXXr1gVQUIZFbxzR0dFwd3dHamoqbty4oUirVq0aQkNDkZeXh/PnzyvStFotoqKiABScL0XP75o1a8Lb2xs3btzA9evXFWnlrSOAgh9Mfn5+yMjIcHg86+XlhaioKNhstlLXEfbzprLriNzcXFy8eFGRdid1hLe3NwDAYrE4+FZmHdGgQQNotdo7qiPsaYXXqcw6wsPDA6mpqUhLS1Ok3UkdYedO64iiP+6dIUTH1MJs2LABRIQjR45g9uzZ8Pf3x969e7Fy5UpMmjQJW7ZsQefOnRXbnDp1CrGxsRg5ciQWLFhQqv3YO6bu378fjRs3lpeX91dOXl4elixZgo8++ghXrlyRl0dERODDDz9E37597zhCr6xfOdnZ2bhw4QIiIiLkyFa0lpDExET5ghWpJcQeqBUue0CclpDExERERETA3d1dyJaQc+fOITIyEgaDocLK0FUtIfayNxqNQraEXLp0CbVq1XLaN6Eqt4Skp6cryh4QryUkMTER0dHR8vGWJd+7viWkZ8+eAIBevXqhWbNm6N27N6ZMmYIHHngAABx+nRVe5ufnV+b9ubm5yV9WYeydd4rDWeF36tQJI0aMwC+//FLs+2MkSSpzvna0Wm2J25aUVrSSLYy9EjAajU7zsF8kztDr9dDr9cXmW5JTSfnqdDrodM5P3+LK0N6qUFIZlpQvUP4yvN13U9KxAsWX/Z2U4Z18N2UpQ6PRqAheK6sMKzpf+w3ZYDAUm7eryrAwpakj7DfQoueNq8vQjih1hJ07qSMKBx5F9yFaGVbW+V2YCgtCbDaby3sD9+zZEz4+Pvjll1/w+OOPA3Bsti68zFl/EVeh0+lQrVo1GI3GKjkMtyTs7iVdeFUZkf3ZXT1E9hfZHRDbX2R3wPX+FRY1VKtWDSdPngQAfPXVVzhy5EiFvAAnJSUF9erVw8CBAx3SzGYzTCYTPDw80KxZM2g0Ghw+fNhhPfuomFatWt2xT3nR6/UIDQ0tNqqsyojsDojtz+7qIbK/yO6A2P4iuwOu96+wIGT27NlyB85x48ahRYsW8PHxQf369fHoo49i2rRpWLdunUMHsNsRHBwMjUaDtWvXykGOnY8++gj5+fno06cPgoOD0alTJ6xevVqxj9TUVCxevBiNGjVS9O1wNVarFTk5OULOiiqyOyC2P7urh8j+IrsDYvuL7A643r/CgpBhw4bJQ2EzMzNx5swZfP/99xg0aBAAYPny5ejfvz/q1KmjGG1SGhYsWAAiQrt27TB16lTMnz8f/fv3x6RJk9C6dWtMmDABADBr1ixotVq0adMGM2fOxKeffopWrVohPT0dc+fOrahDLRf5+fk4f/68kGPHRXYHxPZnd/UQ2V9kd0Bsf5HdAdf7V8pDH0mSEB0djejoaPTu3VtebjKZcOLECZw4caJM+bVr1w4HDhzA1KlT8fHHHyM3Nxe1a9fGO++8g1deeUXuANOwYUPs27cPEydOxDvvvAONRoOmTZti6dKlTicxYxiGYRhGPVzac8bNzQ1NmzZF06ZNy7xtkyZNnM6aWpT77rsPmzdvLo8ewzAMwzAuRIhp2xmGYRiGufuo9CCEiPDnn39i1apVlb2rKo0kSdBqtU5fYlfVEdkdENuf3dVDZH+R3QGx/UV2B1zvX6Ezpqanp+P333/H8ePHcfz4cfz+++9ISEiQZ6YTqbewfcbUo0ePokmTJmrrMAzDMMxdR7n6hBARzpw54xBwFJ4orHBsU7NmTdx33313LMswDMMwzN1DmYKQ06dP48UXX8TBgwcd5t0nIuj1esTGxuK+++5T/Pn6+laotIiYTCZcunQJNWrUuO0U3VUNkd0Bsf3ZXT1E9hfZHRDbX2R3wPX+ZQpCnnnmGezfvx8AEBQUhEaNGuHXX39FamoqatSogY0bN+Kee+6pFFHRISLk5+c7vIBIBER2B8T2Z3f1ENlfZHdAbH+R3QHX+5epY+qxY8cQGRmJEydOIDk5GVu3bsXJkyfRv39/XLp0CS1btsTs2bMry5VhGIZhmLuIMgUhubm5aN++PWJjY+VlgYGBWLVqFb7//nt4eXnhlVdeQXx8PM6dO1fhsgzDMAzD3D2UKQg5c+YMXnrpJadp/fr1w8mTJzFgwADs378fjRo1wqefflohkgzDMAzD3H1U6BBdOxs2bMBzzz2HlJQUxMfHY8mSJYiKiqro3VQqFT1E1/5SIA8PD2i12gowdB0iuwNi+7O7eojsL7I7ILa/yO6A6/0rZbKynj174uTJkxgyZAj27t2Le+65B/Pnz6+MXQmDVquFt7e3kCelyO6A2P7srh4i+4vsDojtL7I74Hr/Spsx1c/PD0uWLMH//d//wc/PD6NHj66sXQmB2WxGSkoKzGaz2iplRmR3QGx/dlcPkf1FdgfE9hfZHXC9f6VP2961a1ckJCRg+PDhlb2rKo3FYsH169dhsVjUVikzIrsDYvuzu3qI7C+yOyC2v8jugOv9XfICOx8fH3zxxReu2BXDMAzDMILAb9FlGIZhGEYVOAhhGIZhGEYVOAhxEVqtFr6+vkL2mBbZHRDbn93VQ2R/kd0Bsf1Fdgdc718p84TcDVT0PCEMwzAMwyjhlhAXYbPZkJeXB5vNprZKmRHZHRDbn93VQ2R/kd0Bsf1Fdgdc789BiIvIy8vD2bNnkZeXp7ZKmRHZHRDbn93VQ2R/kd0Bsf1Fdgdc789BCMMwDMMwqsBBCMMwDMMwqsBBCMMwDMMwqsBBCMMwDMMwqsBDdIuBh+gyDMMwTOXCLSEMwzAMw6gCByEuIi8vD+fOnRNy2JbI7oDY/uyuHiL7i+wOiO0vsjvgen8OQlyEzWZDbm6ukBPYiOwOiO3P7uohsr/I7oDY/iK7A6735yCEYRiGYRhV4CCEYRiGYRhV0Kkt8G/EarVi3759SEpKQmhoKOLj44V94yLDMAzDlBcOQlyEXq9HREQENm3ahPHjxyMxMVFOi4iIwJw5c9C3b18VDYvH7q7X69VWKRci+7O7eojsL7I7ILa/yO6A6/15npBiqIx5QtasWYP+/fuD7o2F1LUDEBQIXEsFftwJ/H4SP/zwQ5UNRBiGYRimouE+IS4iLy8Po0ePBt0bC82IQUBoMCS9vuDfEYOAe2Mxbtw4WK1WtVUdsFgsSEtLg8ViUVulXIjsz+7qIbK/yO6A2P4iuwOu9+cgxEXs3r0bV69ehdS1A8hmg6QpKHpJowHZbECXDrh8+TL27dunsqkjZrMZSUlJMJvNaquUC5H92V09RPYX2R0Q219kd8D1/sIEIX/88Qf69++P6tWrw2AwoGbNmhg7dizS09MV6yUkJKB3794ICgqCt7c3OnbsiP3796sjXYjk5OSC/wQFygGIHUmjAYIDAQBJSUmuVmMYhmEYVRCiY+qff/6Jli1bQq/XY9SoUahRowYOHjyIuXPnYseOHfj555/h5eWFU6dOoU2bNnB3d8eYMWPg7e2NuXPnon379ti2bRvatm2r2jGEhIQU/OdaKig0WBGIkM0GpFwHAISGhqqhxzAMwzAuR4ggZPTo0TCbzThy5AgaNGgAABg5ciSaNGmCsWPH4rPPPsMbb7yB8ePHw2Qy4ejRo6hduzYAYNCgQWjYsCFGjRqFhIQE1Y6hdevWCA4OxrUfd0IaMUh+JCP/u2UXIiMjER8fr5ojwzAMw7iSKv84xmQyYe/evYiPj5cDEDtPPvkkAGDPnj1ISUnBli1b0KtXLzkAAYDAwEAMHz4cJ0+exKFDh1zqXhi9Xo8pU6YAv58ELVoGXE0Bmc0F/y5aBvx+Ep988kmVnC9Eo9HAy8sLGk2VP12cIrI/u6uHyP4iuwNi+4vsDrjev8q3hBgMBpw8edLpPPYpKSkAAK1WKwcYLVq0cFivefPmAIBDhw7J/3c1RqMRzz33HIKCgjB27FgkfvCZnBYZGYlPqvDwXKPRiKioKLU1yo3I/uyuHiL7i+wOiO0vsjvgev8qH4RoNBpFy0ZhPvjgAwBA+/bt5cm/IiMjHdaLiIgAAFy4cKHY/RTdh/0NgiaTCbm5ufJyrVYLg8EAm83m9C2D7u7u8vaFAycigk6nQ58+ffDII49g9+7dSE5ORkhICFq3bi1PDENEMJlMDvm6ublBkiSHfIGCVhadTger1Yr8/HxFmiRJcHNzAwDFcdgxGo3QaDTIz893GB6s0+mg1+thsVhgMpmg0WggSZJDviaTCUWnmzEYDNBqtTCbzQ5DvUpbhiXla7FYHHpvazQaGI1GhzIkIthsNnh4eECj0ZRYhiXleydleLvvprhjLexrL3ugYsqwPN9Nac5Dexnay12j0UCr1Tr9biqyDCv6uzEajbDZbA5pQMWc3+U9D0tTR1itVrnsJUmq9DqivOd3cWWo0Wig0xXcnpyVf0XXEXbKcn47yxcAcnJyFGUPqFOG5a0j7Pcqe91/J3WEvUxKosoHIcWxZMkSfP3114iMjMTIkSMxd+5cAICXl5fDuh4eHgCA7OzsMu8nMTERPj4+8mdfX19ERkbCbDbj3LlzDus3bNhQ3s7ZBR0dHY2cnByEh4cjPDwcAHDx4kV4eXkhKioKNpvNab4xMTHQ6XRITk7GrVu3FGkhISEIDAxEVlYWLl++rEhzc3NDnTp1AADnz593OInr1KkDNzc3XL9+HTdv3lSkBQYGIiQkBJmZmbh69aoiTafTISYmRvYveqJGRUXBy8sLaWlpSE1NVaT5+/sjPDwc+fn5DscqSRLi4uIAFJRh0YoiMjISvr6+SE9P/2fE0f/w9vZGzZo1YbVanZZhrVq14OnpiaSkJGRlZSnSQkNDUa1aNWRlZSlmswUKLtbo6GgAcJpv3bp1YTQakZKSgoyMDEVa9erVERwcjJycHPz999+KNIPBgHr16gEoCJCLVk61a9eGJElO9xkQEICwsDD5tduF0Wg0iI2NBQBcvnzZoaKoUaMGfHx8kJ6eLrcm2vHx8UGNGjWKLcPY2FhIkoQrV64gJydHkRYWFoaAgACn54uHhwdq164NInKab/369aHRaJCcnIzMzExFWnBwMKpXr47s7GxcunRJkWY0GlG3bl0ABWVY9MYRHR0Nd3d3pKam4saNG4q0atWqITQ0FHl5eTh//rwiTavVIioqCufOnZNvPIWpWbMmvL29cePGDVy/fl2Rdid1REREBPz8/JCRkeEwUq4q1xG5ubm4ePGiIu1O6ghvb2/cunULkZGRDr6VWUc0aNAAWq32juqIoucSULl1hIeHB1JTU5GWlqZIu5M6Aii4drKysu6ojiiuAaEwQs6YunjxYjz77LNwc3PDrl270KxZM8yYMQOTJk3Cli1b0LlzZ8X6p06dQmxsLEaOHIkFCxaUah/2GVP379+Pxo0by8vL+ysnLy8PiYmJiI6Ohl6vr5QIvbJ+5WRnZ+PChQuIiIiQI1uRWkLsZW+/YEVqCbEHaoXLHhCjJcRe7hEREXB3dxeuJcQeMEVGRsJgMFRYGbqiJSQ3N1cue6PRKFxLiNlsxqVLl1CrVi2nfROqcktIenq6ouwBsVpCCt+rnAXg//qWkMmTJ2PatGnw8fHBpk2b0KxZMwAFES4Ah19nhZf5+fmVeX9ubm7yl1UYjUbjdLmdkgpfp9PJTY1FkSSp3PlqtdoSty0prWglWxh7JWA0Gp3mYb9InKHX64t9B8HtyrCkfMtThoWbRsuTL1D+Mrzdd1PSsQLFl/2dlOGdfDdlKUOj0agIXiurDCs6X/sN2WAwFJu3q8qwMKWpI+w30KLnjavL0I4odYSdO6kjCgceRfchWhlW1vldGGGCELPZjBEjRmDp0qUICwvD5s2b0ahRIzm9Vq1aAODQTFZ4mbP+IgzDMAzDqIMQQYjVasWAAQOwZs0aNGzYEJs3b3YIKJo1awaNRoPDhw87bG8fOdOqVSuX+DIMwzAMc3uE6BPyxhtv4P3338cDDzyArVu3FvtYpXPnzti3bx9OnDghd4hJTU1Fw4YNERISgt9++63U+6zot+gSEaxWK7RarWKUgwiI7A6I7c/u6iGyv8jugNj+IrsDrvev8i0hFy5cwEcffQRJktC3b19s2rTJYZ2goCA8/PDDmDVrFlq2bIk2bdrgpZdegtFoxNy5c5Geno4ffvhBBft/kCSpxOeIVRmR3QGx/dldPUT2F9kdENtfZHfA9f5VvqS2bNki9859/fXXna7TunVrPPzww2jYsCH27duHiRMn4p133oFGo0HTpk2xdOlSp5OYuZK8vDx5XpDSdtipKojsDojtz+7qIbK/yO6A2P4iuwOu96/y88o+//zzIKIS/3766Sd5/fvuuw+bN29GZmYm0tPTsX37dtUDEACw2Wy4deuW05lfqzoiuwNi+7O7eojsL7I7ILa/yO6A6/2rfBDCMAzDMMzdCQchDMMwDMOoAgchDMMwDMOoAgchLkKv1yMkJKTY2eeqMiK7A2L7s7t6iOwvsjsgtr/I7oDr/YWYJ0QNKnqeEIZhGIZhlHBLiIuwWq3IyMhweHmRCIjsDojtz+7qIbK/yO6A2P4iuwOu9+cgxEXk5+fj8uXLDm9JFAGR3QGx/dldPUT2F9kdENtfZHfA9f4chDAMwzAMowochDAMwzAMowochDAMwzAMowochLgISZLg5uYm5FsVRXYHxPZnd/UQ2V9kd0Bsf5HdAdf78xDdYuAhugzDMAxTuXBLCMMwDMMwqsBBiIvIzc1FQkICcnNz1VYpMyK7A2L7s7t6iOwvsjsgtr/I7oDr/TkIcSEiP/kS2R0Q25/d1UNkf5HdAbH9RXYHXOvPQQjDMAzDMKrAQQjDMAzDMKrAQQjDMAzDMKrAQ3SLoaKH6NpsNuTn58NgMECjESv2E9kdENuf3dVDZH+R3QGx/UV2B1zvr6v0PTAAAI1GAzc3N7U1yoXI7oDY/uyuHiL7i+wOiO0vsjvgen/xwjRByc/Px5UrV4R8s6LI7oDY/uyuHiL7i+wOiO0vsjvgen8OQlyE1WrFzZs3YbVa1VYpMyK7A2L7s7t6iOwvsjsgtr/I7oDr/TkIYRiGYRhGFTgIYRiGYRhGFTgIYRiGYRhGFTgIcRE6nQ6BgYHQ6cQbkCSyOyC2P7urh8j+IrsDYvuL7A643p/nCSmGip4nhGEYhmEYJdwS4iKsViuysrKE7DEtsjsgtj+7q4fI/iK7A2L7i+wOuN6fgxAXkZ+fj4sXLwo5dlxkd0Bsf3ZXD5H9RXYHxPYX2R1wvT8HIQzDMAzDqAIHIQzDMAzDqIKY3XfvAvLz8zF//nycO3cO0dHRGDVqFAwGg9paDMMwDOMyOAhxEZIkQafTQZIkvPrqq5g9e7ai48+ECRMwfvx4fPjhhypaOqewu4iI7M/u6iGyv8jugNj+IrsDrvfnIbrFUFlDdF999VXMnDkT6NUFUtuWgE4HWCygPQeB9VvwyiuvVMlAhGEYhmEqGg5CiqEygpD8/Hx4eHjA2v0haDo9CCKCJEnyv7bte6HdtA05OTn8aIZhGIa56xGuY+qhQ4eg0+mwfft2h7RLly7hySefRFhYGDw8PNCiRQts2LBBBUtHTCYTJk+eDKvVCqltSznwAPBPIPJgS1itVsyfP19lWyUmkwmnT5+GyWRSW6VciOzP7uohsr/I7oDY/iK7A673FyoIOXv2LPr06eN0EpXk5GQ8+OCDWLduHZ5++mnMmjULFosFvXr1wvLly1WwVUJE+Pvvvws+OHneJkkSoC/oonPu3DlX65UIEcFisUDURjOR/dldPUT2F9kdENtfZHfA9f7CdExdu3Ythg8fjps3bzpNnzp1Kv7++2/89NNPaN26NQDgqaeewgMPPICxY8eiV69e8PT0dKWyA5GRkQX/sVhARQIRIgLMFgBAdHS0GnoMwzAM41KEaAl55JFH0LdvX4SGhuKJJ55wSLdarfjuu+/QvHlzOQABAHd3d4wZMwapqanYtGmTK5Wd8vjjj0Oj0YD2HJQfwQD4p2/IngPQarUYNWqUyqYMwzAMU/kIEYScPn0aM2bMwLFjx1CvXj2H9ISEBGRlZaFFixYOac2bNwdQ0JdEbQwGA8aMGQOs3wLb9r2A2SK3gNi27QE2bMX48eO5UyrDMAzzr0CIxzEnT56E0WgsNj0xMRFAoccdhYiIiAAAXLhwoXLkSonBYEBUVBQ++ugj6PV6zJo1C7b1WxTreHl5OQ2k1MbuLmpwJLI/u6uHyP4iuwNi+4vsDrjeX4ggpKQABAAyMjIAFNzEi+Lh4QEAyM7OLjGP2rVrKz7n5eUBKOgpnJubKy/XarUwGAyw2WzyOoVxd3eXt7fZbIo0Nzc3aLVaNGvWrKAFpFEcpK4dgKBA4Foqsn7ciX79+mH58uXo3bu3w7aSJDnNV6/XQ6fTwWq1Orx0SJIkuLm5AYDiOOwYjUZoNBrk5+c7dPjV6XTQ6/XycRfOu3C+JpPJoROTwWCAVquF2WyGxWJRpJW2DEvK12KxwGw2K9I0Gg2MRiOIyKFnt1arhUZT0PBXUhmWlC9Q/jK83XdT0rEajUaHbSuiDMvz3ZTmPCxchvbzpqTvBqiYMqyM78bLywsmk8khvSLO7/Keh8WVYdHvpvA1W9l1xJ2c38WVoZeXF2w2m1OnyqgjgLKf30XzBQqmYihaX6pVhuWtI9zd3SukjrjdvRsQJAi5HSX14rWn2W9AZSUxMRE+Pj7yZ19fX0RGRsJsNjsdxdKwYUN5u6IXj5eXF0JCQjBu3DjQvbHQjBgEstkgaTSg0GBoRgyCbdEyjBo1CrGxsdBqtfK2MTEx0Ol0SE5Oxq1btxT5hoSEIDAwEFlZWbh8+bIizc3NDXXq1AEAnD9/3qGs6tSpAzc3N1y/ft2h029gYCBCQkKc5qvT6RATEwMAuHjxosOJGhUVBS8vL6SlpSE1NVWR5u/vj/DwcOTn5zuUoSRJiIuLk8uwaEURGRkJX19fpKenIzk5WZHm7e2NmjVrwmq1Ov1u7MealJSErKwsRVpoaCiqVauGrKwsuWXNjru7u9xZ2Fm+devWhdFoREpKihwQ26levTqCg4ORk5Pzz+io/2EwGOTHixcuXHConGrXrg29Xo+///7boRwCAgIQFhaGvLw8ByeNRoPY2FgAwOXLlx0qiho1asDHxwfp6elISUlRpPn4+KBGjRrFlmFsbCwkScKVK1eQk5OjSAsLC0NAQAAyMzNx9epVRZqHhwdq164NInKab/369aHRaJCcnIzMzExFWnBwMKpXr47s7GxcunRJkWY0GlG3bl0ABWVY9MYRHR0Nd3d3pKam4saNG4q0atWqITQ0FHl5eTh//rwiTavVok6dOkhLS0NGRobDTadmzZrw9vbGjRs3cP36dUXandQRERER8PPzQ0ZGBpKSkhRpXl5eiIqKgs1mc5qvmnVEbm4uLl68qEi7kzrC19cXer0eXl5eDvlWZh3RoEEDaLVaoeoIDw8PpKamIi0tTZF2J3WEt7c3wsLC7riOKPrj3hnCTVY2ZcoUTJ06Fdu2bUOnTp0AABs3bkTPnj0xe/ZsvPTSS4r109LSEBgYiMcffxz/+c9/Sr0f+2Rl+/fvR+PGjeXl5f2Vk5eXh8TERFy5cgVdunSB9PpoIDQYUqHgiIiAtHTQ1Jl48803MXHiRDlNzZaQ7OxsXLhwAREREXJkK1JLiL3s7ResSC0h9kCtcNkDYrSE2Ms9IiIC7u7uwrWE2AOmyMhIh6bpqt4SkpubK5e90WgUriXEbDbj0qVLqFWrltMfkFW5JSQ9PV1R9oBYLSH26zY6Olo+3rLk+69sCalVqxYAOESnhZc56y9SGtzc3OQvqzAajcbpcjvFFb4cmQcFKgIQ4H9zhQT6gxrF4fPPP8eUKVMUrSEl5QsUnBwlOZWUVtLzP3slYDQaneZhv0icodfr5Uc6zvItyamkfHU6HXQ656evJElO87UPiS6pDEvKFyh/Gd7uuynpWIHiy/5OyvBOvpuylKHRaFQEr5VVhhWdr/2GbDAYis3bVWVYmNuVodFolG+gRc8bV5ehHVHqCDt3UkcUDjyK7kO0Mqys81uRT6nWquLExMTA19cXhw8fdkizj4pp1aqVq7WcEhISUvCfa6lOHyMREaQuHZCWloZ9+/a52I5hGIZhXMddEYTodDo8/vjj2L9/Pw4cOCAvz83NxWeffYbg4GB07dpVRcN/aN26NQICAkA/7nT6lkJJkoDgQABweCbMMAzDMHcTd0UQAhTMmGoPNqZOnYrPP/8c8fHxSEhIwKeffnrb5u7KRqvVwt/fHwaDAWPHjgWOJ4DSbjq0hhARkFHQqezs2bNqqDpgdy/6aEgURPZnd/UQ2V9kd0Bsf5HdAdf73zVBSEhICA4cOIAuXbpgzpw5ePXVV2EwGLBp0yY89thjauvBYDAgPDwcBoMBkyZNKmgNWbvZ6TtkpMAAoFEcvvzyS6fvyXE1hd1FRGR/dlcPkf1FdgfE9hfZHXC9v3BByJQpU0BE8siYwtSqVQsrV67EjRs3cOvWLRw4cADdunVTwdIRm80Gk8kkj98vsTXEZoPUpQMSExOrRL+Qwu4iIrI/u6uHyP4iuwNi+4vsDrjeX7ggRFTy8vLw119/yUOa7HMbwMfLsTVEo6lS/UKKuouGyP7srh4i+4vsDojtL7I74Hp/DkJUIjQ0tOA/11JBRSJOstmAlOvK9RiGYRjmLoODEJWIj48veK/NjzsLZkz9XyBin0EVW3YhMjIS8fHxKpsyDMMwTOXAQYhKaLVazJkzB/j9JGjRMuBqCshsLvh30TLg95P45JNPhO1hzTAMwzC3466YMVUUivb96Nu3L3744QeMHTsWiR98Ji/39fXFwhUr0LdvX1crFouzOU1EQmR/dlcPkf1FdgfE9hfZHXCtv3DvjnEV9nfHHD16FE2aNKnUfb3yyiuYPXu2ojeyVqvF+PHj8eGHH1bqvhmGYRhGLbglRGVeffVVfPTRR0CvLpDatgR0OsBigXXPQcycORNHjhzB1q1bhR1zzjAMwzDFwX1CXITJZMJff/2leHNjfn4+Zs+eDfTqAk2nBwGdrqAZTKcr+NyrC3bv3g03Nze8+uqrVcpdJET2Z3f1ENlfZHdAbH+R3QHX+3NLiIuwvzq68NOv+fPnw2q1QmrbsuDFdf97Dmd/jbjUMR5o1wq0+wBmzpwJAKo8nnHmLhIi+7O7eojsL7I7ILa/yO6A6/25JURFzp07V/AfewtIISRJKvgr1Cry0UcfIT8/XwVThmEYhql4OAhRkejo6IL/WCwlRp1EBKltKxAROnfu7CI7hmEYhqlcOAhRkVGjRhU8etlzsMQhUZIkQdLr5D4ir7zyigstGYZhGKZy4CDERRgMBkRGRipGuRgMhoI3/K7fArqVddvWkMKPZX744QdXaMueRd1FQmR/dlcPkf1FdgfE9hfZHXC9P88TUgyumifEarXC19cX2XWioBkxqMR17Z1XbYuWQX/yDP7v//4PHTp04FlVGYZhGCHhlhAXYbFYkJqaCovFoliu1WqxdOlS4HgCbIuWgVJvgoictorIo2Z6d4PZbMbDDz8MHx8frFy5UhV3URDZn93VQ2R/kd0Bsf1Fdgdc789BiIswm81ITk6G2Wx2SOvbty9Wr16NgMtJoKkzQV8tlwOOokiSBCnQH9Kn0yFNeQU5dWthwIABqFevHnbs2AGr1epSdxEQ2Z/d1UNkf5HdAbH9RXYHXO/PQUgVoW/fvrh27RreeuutglaR7XuLDUSA/wUj1fwLHuGMGISzZ8+iU6dOCAgIwPfff+9ie4ZhGIYpOxyEVCG0Wi2mTZuGl19+GVi/RQ5ESoKIoGkUJ7eMZNaKxGOPPabqDKsMwzAMUxo4CKmCfPTRR2jRokXBqJnb9BsuPMuq3DLSqwtmzpzp0hE0DMMwDFNWOAhxERqNBt7e3tBoSlfk7777bsF/bqSXaT/yUN5GcRgwYECFzLJaVveqhsj+7K4eIvuL7A6I7S+yO+B6fx6iWwyuGqJbHFarFUFBQbgRGXrbobvOoNSboKkz5c916tTBc889h9GjRws7fp1hGIa5uxAzVBMQIoLlNtOzF0ar1eLLL79UDt212eTtb5tPNb+CfiIfTwN6dcFff/2FCRMmwGg0omXLlmUaSVNW96qGyP7srh4i+4vsDojtL7I74Hp/DkJchMlkwunTp8v0emT70N1qickFQ3fHvgkaMwm24wm37bBa9AV4hQOSn3/+uUwjacrjXpUQ2Z/d1UNkf5HdAbH9RXYHXO/PQUgVp2/fvkhJScH27dsxceJEhIeHA4uWKSY2Kw0OAUmhkTSPP/54pcwvwjAMwzAlwUGIAGi1WnTs2BHTp09HYmIiVq5cCfcz5+WJzcpK0ZE0q1atgtFoxFNPPXXHnVgZhmEYprRwECIgjz32GG7duoWhQ4cCxxNAaaVvESmMfSSNNGMirA1j8M0338BoNKJGjRpo06YNBg8ejG3btnErCcMwDFMpcBAiKFqtFl999RUCAgJAazffto+IM+Q5Rry9oBkxCNIn7wC9uuDy5cvYv38/li1bhocffhh+fn6YNGkSt5IwDMMwFQoP0S2Gih6iS0Sw2WzQaDTlChiKY82aNejXrx/QKA5S725AgC/wv06pd+Iqk5UNWrkeOJ4AAKhRowYaN26M+Ph4YYb7VlbZuwJ2Vw+R/UV2B8T2F9kdcL0/ByHFoPY8IWVhzZo1ePbZZ5GWlvbPwkJBiVQBk86Q1QratR9Yv0WxvEWLFnj33XfRrl07aLXaO94PwzAM8++Bg5BiqOggJC8vD0lJSQgNDYXRaKwAQyVWqxW7d+/Gzp07sWfPHhw6dOifVzHbA5Jqfncc2cqni9UK2n1ADko8PDywePFiPP7443eUf2VQ2WVfmbC7eojsL7I7ILa/yO6A6/11lb4HBgBgs9mQlZUFm81WKfnbR9B07NgRwD9Bybx587BhwwZYjycUBCPlmH21MHIQo9NB6vQgqGM8cCMdOWs3Y8CAAXjhhRdQv359eHh4oFmzZujYsaPqrSSVXfaVCburh8j+IrsDYvuL7A643p+DkLuUwkGJ1WrFO++8g6lTp8K2aFmFPqaRJAmo5g9pxCDYjicgbdEyHDhwAACwfft2vPfee9BqtWjRogWioqJQs2ZNdOjQQfXAhGEYhlEfDkL+BWi1WkyZMgX33ntvQd+R/71ThhrFQRrYF5KH+x3vg4igaRQH+nS6MuFGOqxrN2P//v3Yv38/AGDGjBnQarVo0KABfHx84O7ujmrVqiEtLQ0mkwlRUVEYOnQoOnTowIEKwzDMXQwHIf8i+vbti169emH37t2YP38+1q1bB9tr7xQEI4VG1gAoc98Rqbjt/tdKouh69L/A5MTxE07zsg8PliQJcXFxuPfeexEVFcUtKAzDMHcZ3DG1GCq6Y6rFYkFGRgZ8fX2h01WN2M9qtWLq1Kn44IMPHOcAqcBWkuIo8dQrMjTYjlarRfPmzeHu7o7c3FxFK0rRz/ZWlcGDB6NJkyYICAioMmVfWqrieVNaRHYHxPYX2R0Q219kd8D1/ndlEJKWloYpU6Zgw4YNuHbtGurVq4exY8fi6aefLnUeIg3RvVMKj6w5f/48EhIScOLEiYIgoQLnHykPRVtQaO1mh8CkNNhbVWJjY50GLM4+u7m5ASh4odPt1q2IbW/cuAFPT0+h5mBhGIa5E+66ICQ7Oxvx8fE4ceIEXnjhBcTExGDVqlXYuXMnpk+fjokTJ5Yqn8poCcnKyoKXl5cQ0XGxrSRF5h8hInUDk9JQTKtKVSc0NBQxMTHw9/fHzZs3kZeX55JgqKK2JSJkZ2fD09MT1atXd8l+KzIvg8EAq9UKi8UCDw+PKlHupR11Jlp9UxSR/UV2B1zvf9cFIR988AFef/11LFu2DAMHDgRQMOSoS5cu2LNnD/766y9ERkbeNp+KDkJyc3Nx7tw5REdHw9298h5xVDRWqxVbt27F2rVrkZCQgCNHjvwz/8iIQdA0ilNXsAwIc6oXmYOFYZyh0WgQGxvrtHXv2rVruHnzJvz8/KDValUJQu9kW6vVivT0dPj7+yMoKEiVILS822ZlZYGI4O7uDrPZrGogXZpti7bAWq1Wl96r7rogJDY2Funp6bhy5YriF/q2bdvw8MMP4/3338drr71223w4CPmHwu4GgwG7d+/G888/j7Nnzzo8rrEj4nTFVY277NJkKpI7eDTJMMWh0WgwZswYDB8+3GX3KvHaikogIyMDp0+fRs+ePR1ugs2bNwcAHDp0SA21uwb7/CNnzpzBqlWrMGzYMOT8b8hvYahXF0htWwG6guZiDkrKDpcZUyzORp0xzJ1gtcK2+wA++eQTZGRkYN68eS7Z7V0VhFy5cgVE5PRxi4+PD7y9vXHhwgUVzO5OHnvsMfTr10/RqfX69es4deoUrq7fAir0OMHZMGBn8I2XYUoPXy9MhfG/WbBtAL755ht8/PHH3BJSVjIyMgAAXl5eTtM9PDyQnZ3tNK127dqKz3l5eQAKnqXl5ubKy7VaLQwGA2w2m7xOYexfWl5enmLa2/z8fLi5uUGj0cBiscBsNiu202g0MBqNICKYTCaHfN3c3CBJkkO+AKDX66HT6WC1Wh2G2kqSJD8XLHwcdoxGIzQaDfLz82G1WhVpOp0Oer1eXq9w3vZ8tVotWrdujVatWjnk/fnnn2P37t24cOECzpw6g/zjji0mRaFGcZAe6wV4eyr2xTAMw1QuRATpwZawrd+CL774AuPGjfunD+D/uN09sPC9qjTvnrmrgpDbNU0SETRlnKo8MTERPj4+8mdfX19ERkbCbDbj3LlzDus3bNhQ3q7oTT8iIgJGoxFpaWlISkpSpHl5eSEqKgo2m81pvjExMdDpdEhOTsatW7cUaSEhIQgMDERWVhYuX76sSHNzc0OdOnUAAOfPn3coozp16sDNzQ3Xr1/HzZs3FWmBgYEICQmB1WpFXl6eIm+dToeYmBgAwMWLFx1O1KioKIwfPx4DBw5EamoqrFYrfvnlF/z8889IS0uDwWBASkoKbt68CTc3N/j7++Ovv/7C+T9OwVbkOXfRRzulhYMXhmGY0iNJEkhfEBZcunQJ6enpSElJUazj4+ODGjVqyB1YixIbGwtJknDlyhWHH/fOuKuCEG9vbwBATk6O0/ScnBzUqlXLadr58+cVn+0dUyMiIhAdHS0vtw+J0+v1iuVFiYiIcNpiARQEMh4eHoo0e3Ck0Wic5mvfb0hICIKCgpzm6+Xl5bBt4RuxsxPCPhdF9erVERAQoEizD89yd3cvMd+oqCiH4Maeb7Vq1eDr6wsAqFevHgYOHFhiJG21WnHgwAF88803uHDhAhITE3G5yKOd0uKsVaUqw0ETwzBqQkSAueAHZXR0NPz8/ByeLNjvRVqt1um9yl6PhYeHl2qfd1UQEhUVBUmSkJiY6JCWkZGBrKysUg3PLYybm5vT52IajabE52VFm6Fyc3Nx+vRpucdxceOvJUkqU76F0Wq1JW5bUlpJE2Pl5+eXOLLH/rjHGXq9Xg6SilJcGT788MN4+OGHFfufO3cu9u7di+zsbAQEBNx2iNqpU6eQ8EeCQ6tKVaa0/WaYfy8cqDKViSRJsO05AI1Gg2HDhpWr/rZTmkcxwF0WhHh7e6NBgwY4cuSIQ5p9VIyzvgtM1cZgMGD8+PEYP358mbazWq3YsWMHFi9ejD///BN+fn5lmnPAlXMM5Obm4vDhw7AIFDQxrke01j1GIKxW0K79wIatGDpsmMtmbL6rghAAGDx4MCZOnIgVK1bgiSeeAFAwWdlHH30Eo9EoL2PufrRaLR5++GHEx8cLMUeLffr87du348iRI/KsnW5ubjCZTMjPz69yEx1VxoRTVWXGVL1ej9zcXEiSBC8vL9XLPTExEWed9JlimIpCo9FgzLhxGD58uMv2edcFIePGjcN3332Hp556CseOHUO9evWwcuVK7NixAzNnzkRISIjaigzjFPscLB07dpSX3S2T3InmDlRNf3vr3jfffIOLFy8WG9DwjKk8Y+qdzpjqKu66IMTd3R27d+/GxIkTsXTpUty6dQv169fH0qVLMWTIELX1GIZhyo29da9wnylnVMUAqiyI7C+yO+B8KofK5K6btr2iqOhp2202G8xmM/R6fZmHCauNyO6A2P7srh4i+4vsDojtL7I74Hr/u64lpKpin4xMRER2B8T2Z3f1ENlfZHdAbH+R3QHX+4sXpglKfn4+Ll++7DCjqQiI7A6I7c/u6iGyv8jugNj+IrsDrvfnIMRFWK1WZGRkOEyNLgIiuwNi+7O7eojsL7I7ILa/yO6A6/05CGEYhmEYRhU4CGEYhmEYRhW4Y2ox2IcpnTp1qkLyM5lMSExMRGZmZonTnFdFRHYHxPZnd/UQ2V9kd0Bsf5HdgYr3j4mJcXhXWmE4CCmGixcvAiiYgZVhGIZhmLJzu2kueJ6QYkhNTcXWrVsRFRVVIRPO9OjRAwCwcePGO87L1YjsDojtz+7qIbK/yO6A2P4iuwMV788tIeUkMDAQgwYNqrD87OOuK2LiM1cjsjsgtj+7q4fI/iK7A2L7i+wOuN6fO6YyDMMwDKMKHIQwDMMwDKMK3CeEYRiGYRhV4JYQhmEYhmFUgYMQhmEYhmFUgYMQhmEYhmFUgYMQhmEYhmFUgYOQSiYtLQ2jR49GzZo14e7ujkaNGmHx4sVqazlgs9kwd+5cNGrUCO7u7oiMjMSwYcNw9epVxXqXLl3Ck08+ibCwMHh4eKBFixbYsGGDKs6HDh2CTqfD9u3bHdL27duHrl27wt/fH0ajEfXq1cPbb7+NvLw8h3UPHDiATp06wd/fH35+fujZsydOnjypmvuRI0fQrVs3+Pn5wc3NDU2aNMG3337rNJ+EhAT07t0bQUFB8Pb2RseOHbF///5Kcf7jjz/Qv39/VK9eHQaDATVr1sTYsWORnp5e7DZXr15FYGAg2rRp4zTdlWV/7tw5PPHEEwgPD4enpyeaN2+O5cuXO6xXljLdtGkTWrVqBR8fHwQGBmLw4MFITExUzT09PR0TJkxArVq14O7ujvr162PatGkwmUwO66px3lutVsTHx0OSJFgsFkVaVb9mS3KvqtfssGHDIEmS078lS5Y43cbl1ywxlUZWVhY1btyY9Ho9jRs3jhYsWEAdOnQgADR9+nS19RQMGTKEAFCvXr1owYIF9NJLL5HBYKA6derQzZs3iYgoKSmJatasSd7e3jRp0iSaP38+3X///QSAli1b5lLfM2fOUGhoKAGgbdu2KdJ2795NWq2WwsPDadq0aTR//nzq06cPAaD27duTxWKR1921axcZDAaqV68effjhh/T+++9TSEgI+fj40KlTp1zufujQITIajeTr60tvv/02ffbZZ9S0aVMCQO+9955i3ZMnT5Kfnx+FhobSO++8Q5988gnVqVOH9Ho97d69u0KdT58+TZ6enuTn50cTJ06kBQsW0NChQ0mj0VBcXBzdunXLYRubzUadOnUiANS6dWuHdFeW/cWLFykwMJD8/Pzo7bffprlz51J8fLzDtViWMl22bBlJkkRNmzalTz75hCZPnkze3t4UERFBKSkpLnfPyMighg0bkl6vp9GjR9OCBQuoX79+BID69++vyFON856IaNq0aQSAAJDZbJaXV/VrtiT3qnrNEhE1btyYateuTd9++63D37lz5xzWV+Oa5SCkEnn//fcdbtBWq5UeeughMhgMdOnSJRXt/mHNmjUEgEaNGqVYvmTJEgJA77//PhERPffccwSAfvrpJ3mdnJwcatiwIQUGBlJWVpbLfP39/eUKoeiNvG7duhQQEOBwI3jppZcIAC1fvpyICi642NhYCgkJobS0NHm9M2fOkJubG3Xt2tXl7o888ohDGZtMJqpXrx4ZjUZKT0+Xl3fp0oXc3NwUlcn169cpODiYYmNjK9Tbfs6ePHlSsXzOnDkEgGbMmOGwzaxZs8hoNDqt0Fxd9gMHDiRJkujnn3+Wl1ksFmrcuDG5ubnRjRs3iKj0ZZqVlUWBgYF07733Um5urrx87969BICef/55l7uPGTOGANCqVasU2z/11FMEQN5ejfOeqOBmrdPp5HOi8I28Kl+zt3Ovqtes2Wwmo9FIAwcOLPU2alyzHIRUIg0aNKDQ0FCy2WyK5f/9738VN3e1eeihh8jb25syMzMVy00mE73++uu0evVqslgs5OXlRc2bN3fY/osvviAA9J///KfSXbt160YAKDY2lp544gmHG/n58+cJAA0fPtxh219//ZUA0MiRI4mooGIBQK+99prDugMHDiSNRkNXr151mTsRUb169cjPz89hW/sN5uDBg0RElJycTADo8ccfd1h34sSJipvOnZKbm0tGo5E6duzokHbz5k0CQJ07d1Ys/+2338hoNNLMmTOdVmiuLvvBgwdTz549HZa//PLLBID2799fpjJduXIlAaDPP//cYd1WrVqRj48P5eXlucw9NzeXfHx8qG3btg7rJSQk0Jtvvkm//PILEbm+7ImIbt26RXXq1KHu3btT27ZtFTfyqnzN3s6dqGpes0REJ06cKPYHgjPUuma5T0glkZGRgdOnT+OBBx6AJEmKtObNmwMo6BegNlarFfv27UObNm3g7e0NAMjNzUV+fj6MRiPee+899O3bFwkJCcjKykKLFi0c8nDl8Zw+fRozZszAsWPHUK9ePYf0iIgInDlzBpMnT3ZIS0lJAQBotVoAwM8//wwAxR6TzWbDkSNHXOYOAA0aNEBGRgauXLmiWH727FlIkoTw8HAA/5S1K74Pg8GAkydPYsGCBQ5pRcsUKHgV+KBBg9CyZUuMHz/eaZ6uLvtvv/0W69evd1j+66+/QqPRoEaNGmUq09v5Z2Zm4vTp0y5zP3r0KDIzM9GtWzc5PSsrCzabDbGxsXjnnXdw//33l8q9osseAMaOHYuMjAwsWrTIIa0qX7NAye5A1bxmAeD48eMAgIYNGwIAcnJyYLVana6r5jXLQUglceXKFRARIiMjHdJ8fHzg7e2NCxcuqGCm5MKFCzCZTKhVqxbWrFmDe++9Fx4eHvDw8EDnzp3x559/AoDc2c7Z8URERMh5VTYnT57EG2+8Ib9kqSh6vR5169Z16vnhhx8CANq3bw/A9cd0O3cAeO+99xASEoL+/fvj559/xvnz5zF58mT8+OOPePrpp2VXV7prNBrUrl0bderUcUj74IMPAPxTpgDwyiuvIDExEd988w00GudVjJrnU0ZGBn755RcMHToUO3fuxKhRoxAREVEmJ7X8i3M/deqU7DNjxgyEh4fD29sbPj4+eOaZZ5CZmSnn4Wr3NWvWYPHixfjyyy8RHBzskF6Vr9nbuQNV85oF/glCNm/ejJo1a8LT0xMeHh7o3bs3zp07p1hXzWuW36JbSWRkZAAAvLy8nKZ7eHggOzvblUpOuXnzJgBgx44dWLx4MV5++WVMmzYNx48fx4cffohWrVrhl19+KfF47K9pdsXxlHQDL4kpU6Zg586daNKkCfr27Qug5O+oMo6pNO4xMTF46623MHbsWLRs2VJe3q9fP0VLRFX4PpYsWYKvv/4akZGRGDlyJADgxx9/xNy5c/Htt9+iRo0axW6rpv+QIUPk15Q3b94cb7/9dpmd1PIvzt1+HU+bNg2ZmZl4/fXXER4ejs2bN2PRokX4448/sHfvXhgMBpe6X7lyBc888wyGDx+OXr16lWlbta/Z0rpX1Wv2999/BwAcPHgQb7/9NgICAnDgwAF8+umn2L9/Pw4dOoTatWurfs1yEFJJ0G1eyUNExUacrsQ+/O3PP//E2rVr0bt3bwBA7969cf/996NHjx546623FM28RbEfa1U4HmdMnToVU6dORXBwML7//nvZs6TvSK1jev7557Fw4UI0atQIo0ePhr+/P3bu3IkFCxbgoYcewoYNG+Dt7a26++LFi/Hss8/C09MTq1evhre3N65fv45hw4bhsccew+DBg0vcXk3/ESNGYPjw4Thy5Ahmz56N++67D3v37i2Tk1r+xbnbr+MrV64gISFB/rXat29f+Pn5YdasWVi6dClGjBjhMnciwtChQ+Hn54dPPvmkTNuqfc2Wxb2qXrMDBw7EAw88gIkTJ8o/gPr06YOWLVuiX79+eOONNzB37lzVr1kOQioJe/+KnJwcp+k5OTmoVauWK5Wc4unpCQAIDw+XAxA73bt3R1hYGLZt24bHH38cgPPjsS/z8/OrVNeyYjab8fzzz+Orr75CeHg4tm3bhtq1a8vpJX1HahzTmTNn8MUXXyAuLg4///wz3NzcABTcSJo0aYLhw4djxowZeO+991R1nzx5MqZNmwYfHx9s2rQJzZo1AwA8/fTTsFgseOedd5CamqrYxmKxIDU1FW5ubvDy8lLVv2fPngCAXr16oVmzZujduzemTJmCBx54oNROhf2LtnBVpn9x7k2aNJHTizaXjxw5ErNmzcK2bdswYsQIl5X97NmzsXPnTqxbtw4mk0meq8RsNgMomEPJYDDA399f3qaqXLOldb9+/XqVvWaHDBnidHnfvn0RGRmJrVu3Volrtmr+dL0LiIqKgiRJTicuysjIQFZWltNna67G3vwWEhLiND04OBgZGRlywOTseEp6VqgWt27dQvfu3fHVV1+hQYMG2L9/Pxo0aKBYp6od0++//w4iwuDBg+XKzM6TTz4JNzc3bN26FYA67mazGUOHDsW0adMQFhaGvXv3Ij4+Xk7ftGkT0tLSUL9+fVSvXl3+Awo63FWvXh0vvviiav7O6NmzJ3x8fPDLL7+Uyakq+Bd2L+k6tvdlsDenu8p948aNICL06tVLcT4cOHBAdm3cuLG8flW6ZkvrXtWv2eIIDg5GVlZWlbhmuSWkkvD29kaDBg2c9ha294Bu1aqVq7UcqFatGqKjo3HmzBmYTCbFhWS1WnHhwgXUqlULMTEx8PX1xeHDhx3yqErHAxQ8l+zSpQsOHDiAdu3aYe3atU4jdHuP9MOHD6NHjx6KtEOHDkGSJKc9wSsLe9k768FORLDZbLDZbACAZs2aQaPRuOz7sFqtGDBgANasWYOGDRti8+bNDhXOtm3bnG770EMPoWHDhvj4448RFhYGwLVln5KSgvj4eDRt2tRhllGz2QyTyQQPD48ylWlh/3vuucdhXV9fX8TGxrrM3T4Kz94PoDB//fUXgH9uIq4q+1mzZsl9VQrz8ssv4/fff8fWrVvlltiqds2W1t2+TlW7ZlNSUtCpUyfExMTg+++/V6SZzWacPXsW0dHRmDdvntPtXXrNlnlQL1NqZsyYoZhoh+ifycqMRiMlJSWpaPcP06dPJwA0bdo0xfK5c+cqlj/77LMkSRLt379fXsc+WVlwcLBi0iZXMHnyZKdzbQwYMIAAUI8ePchkMpWYR/369Sk0NNTp5DvO5maoKJy5p6enk4+PD9WqVUuepdaOfVKwV199VV728MMPk7u7u9OJjxo1alShvq+//joBoAceeMDB7XagmNkXXVn29evXJzc3N0pISFAst5/777zzDhGVvkyzs7PJ39+fGjVqpDjH7JOVjRkzxuXuDz30EGk0GsXMmzabjR599FECQHv37lXkqcZ5T0RO59oQ4ZolcnSvqteszWajunXrkl6vp19//VWRNnXqVKezuRbGldcsByGVSE5ODsXGxpLBYKAJEybQF198QR07diQANHPmTLX1ZEwmE7Vq1YoA0MCBA2nhwoU0cuRI0mg01KhRI8rJySGigmnb7VP0TpkyRZ62XZIkWrlypcu9nd3I9+3bRwDIaDTS/PnznU5XXDiI2rZtG+l0OqpXrx7NmTOHPvjgAwoJCaGAgAA6ffq0S92JiJYuXUoajYaioqJo+vTp9Pnnn9MTTzxBkiRRXFycYvbFP/74g7y8vCg0NJQ+/PBDmjNnDtWtW5eMRiPt27evwlzPnz9POp2OJEmi999/32mZbt26tdjti6vQXFn2u3btIqPRSNWrV6cpU6bQvHnz5CnNW7duLQfQZSnTr7/+mgBQ06ZN6fPPP6cpU6bIN6SKnLa9tO5nz56l4OBg8vDwoAkTJtD8+fOpc+fOBICeeeYZRZ5qnfdEjjdyUa5ZZ+5EVfOaJSLavn07GQwG8vPzo0mTJtG8efOob9++hP9NhV/SZHquvGY5CKlkrl27RiNGjKCgoCByd3en++67j5YuXaq2lgPZ2dn09ttvU3R0NBkMBoqMjKTx48c7zKJ6/vx5euyxx8jf35+8vLyoZcuW9H//93+qODu7kb/66qvylOjF/Q0aNEiRz86dOyk+Pp7c3d0pMDCQevfu7TA9uSvc7ezevZs6d+5Mvr6+pNfrKTo6ml599VWH74KoYEbJrl27kre3N/n6+lLHjh3lGRorivnz59+2TJ1VWHZKSndl2R89epR69uxJvr6+ZDAYKCYmht555x2HX95lKdPvv/+e7r//fjIajRQSEkJDhgyhy5cvq+Z+6dIlGjZsGAUHB5PRaKS4uDj67LPPHGZtJlLnvCdyvJGLcs06c7dT1a5ZO0eOHKEePXqQn5+ffN68++67t21tcuU1K/1vhwzDMAzDMC6FR8cwDMMwDKMKHIQwDMMwDKMKHIQwDMMwDKMKHIQwDMMwDKMKHIQwDMMwDKMKHIQwDMMwDKMKHIQwDMMwDKMKHIQwDMMwDKMKHIQwDMMwDKMKHIQwDMNUYX799VdIkoQuXbqorcIwFQ4HIQxzl7BkyRJIkgRJkhxeL++MoUOHyuvv3r27wn3GjRsHSZKwZMmSCs/7qaeegiRJWLduXYXnDVSue1k5cOAAAFTIK+oZpqqhU1uAYZiK58SJEzh58iRiY2Odpufm5mLt2rUutqo4evfujaioKMTExKitUuk89thj6NixI0JDQ9VWYZgKh1tCGOYuIywsDACwYsWKYtfZuHEjbt26BW9vb1dpVSi9e/fGlClT/hVBSPXq1RETEwNfX1+1VRimwuEghGHuMh555BF4enpi5cqVxa6zbNkyBAYG4sEHH3ShGVNWbt68CUmSULduXbVVGKZS4CCEYe4yPDw80LNnT5w9exbHjh1zSL958ya2bNmCxx9/HDqd4xPZ/Px8/H879xfS5P/FAfztyj+Pc1MyShZkmf8uStTQtFlWVBfdVBKpmZmZ+Q9XRtRFmQSh/cH0KiNJS8q0gdGNWBcJRgkRKYSY9sfSyIrMOd2cc/P8LvpttDb/bH6/333b97zAi32es+c5py6ew57PeS5fvozIyEgIggCJRIK4uDhcv34dU1NTVvFDQ0MoKirCihUr4OXlhTVr1qCurm7a/PR6PcrLyxEZGQlvb29IpVJs2rTJrsdDtvaEmNbev3+P8+fPIzQ0FJ6enpDJZDhy5Ai+fv06r9znmvfz58/h7u4OT09PdHV1WRy7ffu2ec/O+Pj4rHV2dnYCAKKiomaNZexPxE0IYy4oNTUVANDQ0GB1TKlUQq/XIy0tzerY6OgoEhMTcfLkSWg0GmRmZmLv3r3o7+9HTk4O9uzZY9GIfP/+HfHx8aisrERAQADy8/OxfPlyZGRkQKlUWp1fp9Nh27ZtOHHiBIxGI7Kzs3HgwAG8efMGSUlJOH369Lxr37dvHy5evIj169dDoVBAIpGguroaW7duhcFgcCh3e/KOjY1FSUkJ9Ho9Dh06BKPRCADo6+tDQUEBvL290djYCEEQZq2lo6MDABAZGTnvfxfG/pWIMeYSamtrCQAdPXqU9Ho9LVq0iAIDA2lqasoiLjExkYKCgoiIaOfOnQSAWltbiYiosLCQAFBycjKNj4+bvzM0NETr1q0jAFReXm5ez83NJQBUVFRkcZ27d+8SAAJAtbW15vVTp04RAMrLyyODwWBeHxkZoejoaAJAjx8/nrXWjIwMAkD379+3WpPJZNTf329e12q1FBoaSgDo4cOHDuVub94Gg4ESEhIIAF26dIkmJycpLi6OANCNGzdmrc8kPT2dAFBzc/Ocv8PYn4SbEMZcxK9NCBFRdnY2AaBnz56ZYwYGBsjNzY3OnDlDRJZNiF6vJx8fHxIEgYaHh63O//LlSwJAwcHBRESk1+vJ19eXpFKpRcNisn37dosbucFgID8/PxKLxaTT6aziW1paCAClpKTMWutMTUhJSYlVvEKhIABUVVVld+6O5v3hwwfy9fUlb29v8/9FWlrarLX9avXq1QSABgcH7foeY38KHtFlzEWlpqaiuroaDQ0NiI+PB/BzYoaIbD6K6enpwdjYGORyOfz8/KyOR0VFQSqV4u3bt1Cr1fj8+TNGRkawYcMGeHl5WcVv3LgRjx49Mn/u7e2FSqXCkiVLUFZWZhU/NjYGAHjx4oWjJQOAzYkZUz0TExMAgHfv3s05d0fzDgwMxNWrV5GWlobq6mqEhITg2rVrc65Dp9Ph9evXWLp0KQICAub8Pcb+JNyEMOaiEhMTIZPJoFQqUVFRAZFIhPr6ekRHR9u8UY+MjADAjKOgy5Ytg1qthkajwY8fP2aM9/f3t/hsiv/27RvOnTs37TVMcY6y1VS4ubkBAIjI4hpzyX0+ee/YsQNSqRRqtRrR0dHw8fGZYxU/3/ViMBh4UypzabwxlTEXJRKJkJycjMHBQbS1taG7uxudnZ3Yv3+/zXjTDfnTp0/TnnN4eBjAz5u06UZtWvud6RcCE9M7SeRyOejno2Cbf0NDQ/YV6gB7cp9P3jk5OVCr1Vi8eDEaGxttbhSejmlTKjchzJVxE8KYCzNNyTQ2NqK+vh4ikQgpKSk2Y8PCwiAWi9HT04PBwUGr493d3fjy5QvCw8Ph4eGBVatWwd/fHx0dHRgdHbWKb29vt/gcHh4OQRDQ1dUFjUZjFd/T04Pjx4/jzp07jpRqF3tydzTvuro63Lt3D3K5HO3t7RCLxcjLy8PAwMCccuTJGPZfwE0IYy4sJiYGwcHBaGpqQkNDA7Zs2TLt67/d3d2RmZmJiYkJFBQUQKfTmY+pVCrk5eUBALKysgAACxcuRFZWFrRaLRQKhcX4a0tLCx48eGBxfg8PDxw8eBAqlQqFhYWYnJw0H9PpdMjNzUVFRQU+fvz4l9U/HXtydyTvvr4+FBYWQhAE1NbWIjg4GKWlpVCpVEhPT7f5vpXf8TtC2H/CP78XljH2d/h9OsakuLjY5rgskfWI7ujoKMXExJinYPLz8+nw4cMkk8kIAO3atctiRFWr1VJsbCwBoIiICDp27Bjt3r2bRCIRhYSEWF1TrVbT2rVrCQCFhYVRQUEBKRQKWrlyJQGgzZs3k1arnbXWmaZjfl0zKSkpIQBUUVHhUO725G0wGEgul1tdz2g0msd2L1y4MGN9RqORxGIxSSQSqxFrxlwJ/xLCmIszPZLx8vJCUlLSjLE+Pj5oa2tDWVkZBEFATU0NlEolgoKCcPPmTTQ1NWHBggXmeEEQ0NrairNnz0Kj0aCqqgqvXr3ClStXoFAorM4vkUjw5MkTlJaWwtPTEzU1Nbh16xb8/PxQWVmJ5ubmOb3E669gT+725F1aWoqnT58iISHB4jwikQg1NTUQBAHFxcU232Zr0tvbC41Gg4iICPOmWsZckRvR/7eLM8YYY4z9g/iXEMYYY4w5BTchjDHGGHMKbkIYY4wx5hTchDDGGGPMKbgJYYwxxphTcBPCGGOMMafgJoQxxhhjTsFNCGOMMcacgpsQxhhjjDkFNyGMMcYYcwpuQhhjjDHmFNyEMMYYY8wp/geS3PscV+1LvAAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ssa = \n", "ssa.screeplot()" ] }, { "cell_type": "code", "execution_count": 83, "id": "589f8476-c08b-4547-b3a0-0072155b9920", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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", 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", 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", 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", 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", 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", 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jI4MXO2LGjBlsmjFDOi0tjTz33HNk2LBhZNq0abxrbd68mT2nffv2vDRLDemvvvqKTauoqCDh4eFs2sKFC9m0BQsWsMd79OhBamtr2bT169fzni+Dre0jhUJxb6ghTaFQmhw6nY7s2LGDPPLII4KeWeZP3+vCUFpaSt5//30yYMAAnodT3xAT2krlgQceYPPoT+9bvnw5mxYdHW3Ss20JXENaIpHwpjJfuXKFJ+/vv//OO5frzVqxYgV7nOsp4hrmDOfOneOVy3iSHnvsMfZYcnKywXk///yzYEdx9erV7DH94G+EEDJz5kw2XX/7JyFOnTrFm9Zs7M/Dw8NsWdZiqyHNGFDMH3eKbF1dHa+TzXhYCSFk0aJFZu8TAJk9e7ZFcnz//fcEqJ8OXVxcTC5dukT8/PwMyrN0EKioqIg1zACQixcvEkII+euvv9hjUVFRJrfWqqurI2fPniUffvghSUxMFNRZrkHk7e0t+F5Zs/1VSUkJ2b17N3nhhRd459y+fZvNw33WQlPgufXGXQZhyktPSP3AEncacV5eHk8GZiCF4dChQ2xaYmKiyfsihL813MSJEw3S7733XkG5CakP1sidbcP8TZo0SfBaXENaaKozd7o6V3Zrgo1lZmaSH374gbcsJyEhgZfHEkM6IiLCoOzRo0ez6TNnzmSPt23blj2uH3BSo9Hw2p/MzExCiO3tI4VCcW9osDEKhdLkEIlEGDVqFLZu3YqCggJcunQJn376Ke6//352CysAWL9+PS5fvmxwfkBAABYuXIhDhw6hrKwMe/fuxauvvoq2bduyedRqNS+wDgBkZWVh586d7O9//vkHQ4YMYf/++OMPNi07Oxu///67w+45ODiY3eIJADw8PHjpzZs35/3m5tXpdACA4uJiduswoD5Alz4dO3bklX39+nUAQF5eHnuMW08M7dq1E5T79u3b7P9PnjzJCwwkEomwYcMGNl3oWenTo0cPbNu2DcHBwbzjISEheOKJJ9jffn5+ZstqKPSD4s2YMYMNNiaTyfDkk0+yadwgY6tXr8bcuXMNgmcNGzYMXbt2ZX9bcq91dXV45ZVXANRvjRUUFITly5ejoqICrVq1QmFhIV5++WUAwBtvvGHRVl/BwcGYMGEC+3vTpk0AwNt2bubMmQZba2VkZODVV19F37594evri27dumHBggW4efMmm4fRWX1iY2N577il7N69G4899hhatGiBoKAgDB8+HO+88w4vj7FrxsXFGRzj1jl3q7WsrCz2/4mJiQbnde3aFd7e3uzvzMxMXnq7du1478fAgQPZtJs3b6K2ttbYLQLgv28//vijwfv2zz//sOn675u/vz+++eYbg/v8/PPPTV6TkVuf9u3bs/+/c+eO2TKAej3dsGEDRo8ejbCwMMTGxuLhhx/mBXc09pxMIbQtlrFnyK3DOXPm8OpPKpWirq6OTWfq0Nb2kUKhuDeNe2NICoVC+X90Oh3+/vtv5OfnIz8/H6NGjUL79u0hEonQvn17tG/fHnPmzMG///6Le+65h+1sHTp0CO3bt0dOTg5OnjyJ/Px8lJeXs3vNenl5sVG6V65ciXnz5mHt2rUAgNOnT6O2thaenp4AgC+++ILX4Tp//rxJmT/99FOMHz/eIffPyMCgb1xxDWdjyGQyi65FOBFmmetwr8dEguZiLHoxN6+Hhwf8/f2NXtdYlHR97rvvPqSnp+P3339Heno6IiMjMWHCBJ4BJ2TEuIro6GjebyZ6NgM3GnhFRQX7f6lUik8++QRz5szBX3/9hcrKSnTv3h2jRo1Cx44d2XyW3Osnn3yCmzdvIi4uDvPnzwcANqLyiBEjEBISggkTJmDVqlVQqVQ4efIkRowYYbbc2bNns8bX999/j6VLl7IDSGKxmDe4AQA7d+7EQw89hNraWohEIvTu3RsDBgxAz549sWXLFmzfvt3k9UzpjzGmT5+OzZs3A6gf1Bg3bhz69OmD3r17Y9CgQWbP13/3AFhkzAu9J+bycCOvC1FZWSkoj1B53t7e8PHxMZpXyCBlIsAzVFRU4LfffsNjjz1mUi6lUmlwTKFQsP9ndjUwRVlZGQYNGsS2q9HR0Zg+fTp69eoFQgjmzp1rtgxjWPMMuXUYGBjIi7CvD3PftraPFArFvaGGNIVCaRKIxWJMnz4d+fn5AOq9Bp9++qlBvj59+sDX1xfl5eUAwHpwLl68yDNq7733XgOPrEgkQnJyMmtIM+d7enpCo9Hgq6++skrmf/75B1evXhX0UDgaS4xQPz8/BAQEsNvvnD59Gv369ePluXjxIlQqFfu7devWAPjGoJDn+NKlS4LX5J7Xs2dPg+1wtFqt1R5GjUaDqqoqjBs3juft5crQo0cPq8p0JkFBQYiNjWW9jzdu3OClFxcXs/8PDQ3lpVVXV8PT0xOLFi1ijymVSt4WZebutbS0FG+88QYA4K233mINHOa6AQEBAPhGKlcmU/Tr1w+dOnXChQsXkJOTg6VLl7LGxYgRI3jeXEIInnrqKfad/PrrrzF16lQ2/YcffjB7PVNGjRB79uxhjejw8HBcunQJISEhAGB0azh7iImJYZ/vtWvXDNKXL18Ob29vtGnTBv369TMYZDl27BhvYMTa94Nb3vjx4/H111/z0k2Vd+bMGSxdutTg+Pz58zFgwACTAzbnzp0zOMbdtkv/PoV45513WCN62LBh2LlzJyvrjh07zJ7vKKKjo9nZEe+++y5mzpzJS9fpdAYDA7a2jxQKxb2hU7spFEqTgdljF6j3Du/evdsgz0cffcQa0QDQpUsXAEBSUhJrMADArFmzDIyFqqoqvP/+++zvmJgY1nv4+++/Izc3F0B9Z76kpASkPg4F70+j0SAyMpItQ8jYdyXcwYS33nqLN522uroaCxcuZH+3a9cOHTp0AAAMHjyYPX748GHeFNHy8nK89dZbgtdLTk5m/3/s2DGex6uiogKxsbFISEjAfffdZ9Ges9OmTYNCoUB0dDT+97//scfT09N50z8nTZpktqyG5MEHH2T//9lnn7F71xJC8O2337JpAwYMAFDvnQsKCoKPjw8SExN5xvcnn3zCGqstW7ZE9+7dTV77jTfeQGlpKbp3745HHnmEPc5MMWb28a6pqTFIs4TZs2ez///444/Z/8+aNYuXr6CggLdHMXfQICMjg6dTxqbvWjprgeHs2bPs/z08PHjTebnLCkxd0xqGDh3K/v/LL79EYWEh+/vMmTNYuXIlXnzxRYwePRrp6emIiYlBy5Yt2TzvvPMOb0bIM888g6CgIPTv3x+vv/662etz37fffvuNpzeZmZnw9/dHq1atMGbMGN6e7DU1NZgyZQrrOR00aBDrHa+srMTUqVN5s3H0+eabb3h1nZ+fz+5VzpRnDu75QUFBrBGt1WrZwRDAMc/JFNw6/PTTT3nvxU8//QQfHx906dIFU6dOZQcdbW0fKRSKm+OqxdkUCoXiaDIyMoivry8vaEtSUhKZO3cuefLJJw32KtYPbvXee+/x0n19fcnEiRPJwoULyeTJk3lRZgGQTz/9lD03OTmZPc7dukaI5557jncNbqRga+AGG4uLi+Ol3bp1y2TwGmOBsVJTU3l16OPjQx555BHy5JNP8oIHSSQSXuRypVLJC0Qkl8vJpEmTyFNPPUViYmIMAhRx5eFuSyWTychDDz1EnnnmGd6+2IGBgbwIx8bgRu+VSCRkwoQJ5IknnuA9O2YfXIb09HSyePFi9s9WzAUbKykp4V2npKSETcvMzOTVe1RUFHnqqadI//792WNeXl68gFfcKNaRkZFkzpw5vP3KAZjdX/jmzZtscCT94HmDBg0iQH1kYo1GQz7++GO2XGbfZ0uoqKjgbRcEgDRr1swgKJhSqeRtDeXv70+eeuopMnXqVIN9mp9//nn2PEuCUxkLNvb111/zjnft2pU888wzBttbAeBF5jb3rLnvCjei9Y0bN3j7D4eHh5OZM2eSmTNn8gKU9e/fnz2HGwkaqA9GN3/+fINnvWnTJrPPQqlUkubNm7PneHt7k6lTp5K5c+eSyMhI9njLli15QeBmz57Npvn5+ZHMzEzy66+/8q6/dOlSo3UA1Af4Y7bSCwsL473zly9fNvs8uYEHmfd43rx5pHXr1rzjISEhPDm4acaCjQnpDTdA2GOPPcYev3LlCi8IZUxMDHnqqafItGnTeM92+vTpvHq3tX2kUCjuCzWkKRRKk2L//v0kODjYoGOi/9ehQweDrX90Oh1ZtGgRb1sXoT+RSMTbm/f69eu8c7Zu3WpSRv3I11yD3BqcYUgTQsjff//N23ZK/8/Dw4PdH5vL6dOnDQYbmL+pU6eSqKgoQXmysrJ40Yz1/3x8fAQjpAuh1WoNDAzuX69evUhRURHvHGsiOpvCnHFl7pns3LmT1xHn/ikUCvLLL7/w8l+7do23jZn+nyVRzh9++GECgNx///0Gadu3b2fLCgsLIxKJhAAgDz30kFX1Qgghs2bNMml0MSxdutTo/XC3pRs/fjx7jj2GdE1NDWnTpo3R95xbv9u3b2fPs9WQJoSQX375hRfNXP8vJiaGty2VTqfjbZsl9Ddv3jzePtemuHDhAs+Q1f8LDw9nI6wTQsgff/zBS//yyy/ZNO6WWBKJhBw9elSwDkaNGsXbro35E4vFZP369Tz5jD3Pixcv8gZauH++vr6sfopEIlJWVsaex83nCEOaEEK2bNkieD/MX79+/Uh5eTnvHFvbRwqF4r5QQ5pCoTQ5ioqKyFtvvUUGDBhAQkJCiFQqJd7e3iQ2NpaMHTuWbNiwweSWOydPniSzZs0i7du3Jz4+PkQikZDAwEDSvn17Mnv2bIP9jLkeZi8vL972Ncbg7g/M3W/UGpxlSBNCSGFhIXn99ddJjx49SEBAAFEoFKRFixZkzpw5JC0tzahMGRkZZPr06SQsLIwoFArStWtX8sUXXxCdTkeaNWtmVJ6qqiry1ltvkR49ehB/f3/i6elJWrVqRWbPns3by9oSlEolef/990nXrl2Jr68v8fX1Jb179yYfffQRqaurM8jPNbJEIpFV1+JiryFNSL3HcsaMGaRZs2ZEJpOR8PBw8sgjj5ALFy4IXjM9PZ3MmDGDNG/enCgUChIeHk4efPBBcuTIEbPynjhxgohEIiKRSHgeQS4//PAD6dixI5HJZCQsLIzMmzePt82apaSkpPCMJ2ZbIH10Oh3ZsmUL6dmzJ/Hz8yOenp6kY8eO5K233iLXr1/nGU6MoWKPIU0IIcXFxWThwoWkRYsWRC6Xk6CgIDJ8+HCyZ88esmLFCkFjyh5DmpD6mR9PPvkkSUhIIHK5nL3PJUuW8GYqcNmxYwcZPXo0iYiIIHK5nERFRZFhw4YZbG1nCUVFReTll18mHTt2JD4+PsTb25u0a9eOvPjii7wBxry8PN6g2rBhwwzK4RrlCQkJ7HPRr4OjR4+SwYMHEy8vL+Lr60uGDx9ODh06ZCCbqed59epV8uCDD7LvR7Nmzcijjz5Krl+/zpuhwa1zZxjShNTvuz1z5kySkJBAPDw8SFBQEOnVqxf5+OOPSU1NjWC929o+UigU90RECGexDYVCoVAodymDBg3CxYsXLQ6kRaFQjBMfH89uFbVx40ZMnz7dtQJRKBSKg6HBxigUCoVy13PkyBEcOXIE99xzj6tFoVAoFAqF0gighjSFQqFQ7mp27tyJQYMGISoqCmvWrHG1OBQKhUKhUBoB1JCmUCgUyl3Nvffei3feeQeXLl1CixYtXC0OhUKhUCiURgBdI02hUCgUCoVCoVAoFIoVUI80hUKhUCgUCoVCoVAoVkANaTegpqYGZ8+eRU1NjatFoVAoFAqFQqFQKBSKGagh7QZcu3YN3bt3x7Vr11wtSpNGrVYjPz8farXa1aJQGgFUXyiWQnWFYilUVyjWQPWFYilUV1wDNaQpdw0ajQaFhYXQaDSuFoXSCKD6QrEUqisUS6G6QrEGqi8US6G64hqklmQKCgpyyMVEIhGKi4sdUhaFYi0SiQT+/v6QSCSuFoXSCKD6QrEUqisUS6G6QrEGqi8US6G64hositotFjvGcS0SiaDVah1SVlPi7Nmz6N69O86cOYNu3bq5WhwKhUKhUCgUCoVCoZjAYgt5+fLl0Ol0Nv8tXbrUmfdBoZhFp9NBpVJBp9O5WhRKI4DqC8VSqK5QLIXqCsUaqL5QLIXqimtosDXSIpEIdMtqiitRqVS4ceMGVCqVq0WhNAKovlAsheoKxVKorlCsgeoLxVKorrgGi9ZI79+/H/Hx8XZdaPr06Rg0aJBdZVAojuLy5ctQKBRo0aKFq0WhUCgUCoVCoVAojQyLDOmkpCTB44QQiEQi9vfp06dx8OBBJCQkYOzYsby11XFxcYiLi7NTXArFMRQVFQEANaQpFAqFQqFQKBSK1dg8tfv1119HaGgoamtrAQA//vgj+vTpgxdffBETJkzAvffeS6cXUCgUCoVCoVAoFAqlyWGTIb1582YsW7YMdXV1rGdv8eLFEIlEWLBgAe6//34cPnwYH3zwgSNlpVAoFAqFQqFQKBQKxeVYtP2VPklJSbhx4wbOnj2LiIgInDlzBj179sSECRPwww8/AAB69+4NlUqFc+fOOVrmJgfd/qrhOXjwIADjyxYoFAqFQqFQKBQKxRg2eaQvXLiABx98EBEREQCA3bt3QyQS4YEHHmDzDBw4EGlpaY6RkkKhUCgUCoVCoVAoFDfBJkO6rq4OPj4+7O+9e/cCAAYPHswe02g0UCgUdopHoTgOlUqF9PR0unafYhFUXyiWQnWFYilUVyjWQPWFYilUV1yDTYZ0fHw8O2W7tLQUx44dQ6tWrdCsWTMA9dG89+zZQ6N0U9wKnU6H2tpaulk9xSKovlAsheoKxVKorlCsgeoLxVKorrgGmwzpoUOH4u+//8a0adMwYsQIqNVqPPzwwwCAU6dO4YEHHsDVq1cxadIkhwpLoVAoFAqFQqFQKBSKq7FoH2l9li5din379mHLli0AgHbt2uG5554DAHz//ffYuXMnkpOTMW/ePMdJSqFQKBQKhUKhUCgUihtgkyEdFBSEM2fOYO/evdDpdBg2bBjkcjkAYMyYMejbty/Gjh0LqdSm4ikUCoVCoVAoFAqFQnFbLLJ0P//8c9x///2Ijo5mj8nlctx3330GeQcOHOg46SgUByKTyRAdHQ2ZTOZqUSiNAKovFEuhukKxFKorFGug+kKxFKorrsGiNdJz585FXFwcOnfujFdffRXHjh2DDdtPUyguRSqVIiAggM6UoFgE1ReKpVBdoVgK1RWKNVB9oVgK1RXXYJEhnZubiy+//BItWrTARx99hAEDBiAsLAyPPvoofvzxR5SXlztbTgrFbjQaDYqLi6HRaFwtCqURQPWFYilUVyiW0pR0JS0tDSKRiPcXHh6O+++/H+fPnzd6XnFxMZYvX44ePXogODgYCoUC8fHxmD59Os6cOdOAd+D+NCV9oTgXqiuuwaJhi7CwMMycORMzZ86EWq3GgQMHsGPHDuzcuRPffvstpFIp+vXrh/vvvx+jRo1C27ZtnS03hWI1arUaubm58PLyMplPp9NBq9XS6TF3OVx9oSO8FFNQXaFYSlPSlZSUFAD1sxb79OkDrVaLixcv4tNPP8Xx48dx6dIlRERE8M7Zs2cPJk+ejIqKCkyYMAGPPvooPD09ceHCBXz33Xf45ptvUFRUhMDAQFfcktvRlPSF4lyorrgGq2taJpNh6NChGDp0KD788EOkpqbijz/+wJ9//olXXnkFixcvRnx8PEaNGoX7778fw4YNc4bcFIrTuHr1KoqKipCUlORqUSgUCoVCcUsYQ/rJJ59E586d2eM+Pj5YsWIFdu3ahRkzZrDHDx8+jNGjRyM2NhbHjh1Dy5YteeW9/vrreOmll6gRTaFQGg0WTe2+dOkSlEqlYFrr1q3x/PPPY//+/SgsLMTWrVvRv39/fPfddxg5cqTdAp44cQJSqRR79+41SMvMzMS0adMQFRUFLy8v9OnTB9u3bxcs59ixYxgyZAgCAwMREBCA0aNH48qVK4J5N2/ejK5du8Lb2xuRkZGYO3cuSktLDfLV1NRg6dKlaNGiBTw9PdG6dWu8++670Gq19t00xaWUlJS4WgQKhUKhUNyalJQUyOVytGvXjnc8MTERAHjL/iorKzF16lQoFArs3r3bwIgGgMDAQKxbt865QlMoFIoDsciQHjp0KF577TX298qVK3Ho0CGDfP7+/nj44Yfx9ddfo6CgAEeOHLFLuBs3bmDcuHGChmleXh4GDhyI3377DTNnzsSaNWug0WgwZswYbN26lZf3wIEDGDx4MLKysvDKK6/g5ZdfxqlTp9C3b19cu3aNl3fVqlWYPn06goOD8fbbb2PKlClYv349Bg8ejNraWjafTqfDQw89hDfeeAODBg3Chx9+iE6dOuGFF17A008/bdd9U1yLSCRytQgUCoVCobg1KSkp6NChg8EyqF27dgEA+vTpwx5bu3YtMjMzsXz5csTHxzekmBQKheI0LJraXVJSwjMuli9fjuXLl5vc6kokEqFv3742C7Zt2zY8/vjjgp5gAFixYgVu376NI0eOoH///gCA6dOno1evXliwYAHGjBkDb29vEEIwd+5cBAUF4d9//0VQUBAAYPz48ejUqRMWLVqEnTt3AgCysrKwfPlyjBgxAn/++SfE4vpxhi5duuDRRx/Fxx9/jBdffBEA8NNPP2HXrl1488038corrwAAZs2ahSeeeAJffvklHn/8cfTu3dvm+6c4HrFYDB8fH/a5GoMa0hTAcn2hUKiuUMzxwMdHUFipAgGBVquFRJIHEVz7rQn1VeCP+ffYdG5ubi7y8/Nx7733oqioCIQQ5OTk4Msvv8T333+Pxx57jGdIf/XVV/Dw8MDjjz/uKPHvCmjbQrEUqiuuwSJDOjw8HFu2bEGbNm0QEhICALh27ZrRadRcRo8ebbVQo0aNws6dO9GuXTuMGDEC3333HS9dq9Viy5Yt6N27N2tEA4CnpyeeeeYZzJo1Czt27MDDDz+MU6dO4cqVK1i8eDFrRANAy5YtMX78eHz//ffIzc1FZGQkvvvuO9TV1WHBggU8RZwyZQpeeuklbNy4kTWkN2/eDJlMhvnz5/NkW7x4Mb766its2rSJGtJuBhMZ1BzUkKYAlusLhUJ1hWKOwkoV8iq4S+Qad2RdZn30d999x+ujBQUF4dNPP8Xs2bPZY3fu3MGNGzcwePBg+Pr6NrisjRnatlAsheqKa7DIkJ4+fTreeOMNPPnkkwDqDY0ffvgBP/zwg9lzbVkvfO3aNbz11ltYtGgRVq1aZZB++fJlVFVV8UY7GRjj9cSJE3j44Ydx/PhxADCad+vWrTh16hRGjx5tNK9IJEKvXr2wbds2lJeXw9/fHydOnEC7du0MPgotW7ZEYGAgTpw4YfV9U5wLIQQ6nc7saB2TTgihRvVdDFdfqB5QTEF1hWKOUF8F5xcBXOyNBvRlsg7GkF63bh0SExNRXV2Nn376Cd9++y0KCgp439nMzEwAEFwXbYwbN25g7ty5OHnyJPz9/bF06dK70ptN2xaKpVBdcQ0WGdIrVqxAXFwcTp06BZVKhc2bN6Nz587o0qWLU4S6cuUKFArjDXx2djYAICYmxiAtOjoaAHDr1i2b8vr4+CAgIMBo3oyMDLRs2RIlJSXo16+foHzR0dFsmUIwgTgYVCoVAECpVPLWYUskEsjlcuh0OjYPF09PT/Z8nU7HS5PJZJBKpdBoNFCr1bw0sVgMhUIBQohgEDkPDw+IRCKT5Wq1WtTV1fHSRCIRPDw8AIB3HwwKhQJisRh1dXUGAyxSqRQymcxsuUqlEoQQXrpcLodEIoFarTbYP49bhxUVFcjOzmafJRehcjUaDWQymdPq0FS5gHvWoSk9dHS59tahsWdjaR1WVlay+qJQKNxev2kb4Tr9rqqqwu3bt1ldAWgbwaWpthHW6PePT3SHQqGASqVCeno6T1esKdfRdchgbR2eOXMGEokEjz76KHts6NChuHLlCt599108//zz8PHxgUqlQk1NDVsntbW1ZtsIqVSK0aNHY8KECfjll19w4cIFjBo1CjExMRgyZEij1G9b21mlUimoL7SNsKzcxtRG2FsuIQTp6emIiYmBXC7npd/N/QhGfmdhkSEtEonw+OOPs6OBmzdvxrhx47B06VKnCGXKiAb+iwTp4+NjkMbsEVxdXW1TXqF8+nlNlcnkZcq0huzsbPj5+bG//f39ERMTA7VajfT0dIP8HTp0YM/TV6bo6GgEBASgvLwcubm5vDQfHx/Ex8dDp9MJltumTRtIpVLk5eWhsrKSlxYREYGQkBBUVVUhKyuLl+bh4YEWLVoAAG7evGnQGLZo0QIeHh4oLCw0WPseEhKCiIgI1NbWIiMjg5cmlUrRpk0bAPUDGfqNQHx8PHx8fFBcXIyioiJeWmBgIJo1a4a6ujp2UIX5l0t2djb7ojONQWVlJYKCglBWVoa8vDxefl9fX8TFxUGr1QrWYdu2bSGRSJCbm4uqqipeWmRkJIKDg1FVVWUgi6enJ5o3bw4AguW2bNkSCoUC+fn5vIioABAaGorw8HDU1NTg9u3bvDS5XI5WrVoBqB840m+gExMT4eXlhaKiIhQXF/PSgoKCEBUVxXYAuYjFYjZia1ZWlkEjHBsbCz8/P5SVlSE/P5+X5ufnh9jYWKN12K5dO4hEIuTk5LAdMYaoqCgEBQWhoqICd+7c4aV5eXkhMTGR/ajo07p1a4jFYuTl5aGiooKXFh4ejtDQUFRXVxvoi0KhYD0qt27dMmj4mzdvDk9PTxQVFRlEfg8ODkZkZCRUKhVu3rzJS5NIJGjbti2Aes+N/kcjLi4Ovr6+KCkpQWFhIS+NthH1OKqN0L9XkUiE9u3bA+C3EQwxMTHw9/dn33Hu+0zbiHqachvBeFoZLGkjGPSfa2NrI86cOYOWLVtCLpfj6tWr7PERI0YgJSUFf/zxBx555BHk5eWx3ukzZ84gPT3dbBuhUqmQkZGBhx56CLdv34a/vz8GDRqETz/9FAMHDmyUbYSt/QgGfX2hbUQ9TbGNsLUfwUzrzs3NNdDvu7kfwcjvLGzasXv//v3sA9OfKpuVlSXo/XUk+pUmlMadnuvovKbyMXlNTR/WfwHOnj2L7t27Izo6mvehlUgkAOpHZrjH9YmOjhYczQHqXxBmEICBkU0sFguWy1w3IiICYWFhguX6+PgYnMudSqLvdQfAjpCFhoby1qsDYDeP534AhMqNj48XHK0E6hsZf39/wXuRy+WIjo5mPYz6jXx0dDRb7vnz56FSqeDt7Q0ACAgIYP/PwNShRCIRrEMmPTIy0uizEapDrt4IlcucGx4ezsYrYGDq0MvLy2QdJiQkGK3DkJAQgxkZTB0qFAqTehgTE2O03ICAAIOBJ6ZcY3XIyNysWTOjdejn52cw2sjUoUgkMqvfoaGhvDSmDr29vXn6wnikGRISEgzKZQYAQ0JCDPZBZcoVqkNuubGxsUbrMCgoiDfQxr0X2kY4po0wV4fGymU64PoeaaZ82kbU09TaCHN1qA/jkQYg6JFm8rh7G1FeXo6srCxMnDjRoI2YNm0aVq1axRrSTBsxePBg7N+/H2fPnsXkyZMB8PX7wIED0Ol0SE5ORlpaGgghSExMZOX39fXFhQsXGm0bYU8/gilb3yMN0DaiKbYRgG39CKbeIiMjBT3SAO1HOAObDOmkpCScOHECkyZNwuTJk3kBt1q3bo327dvj66+/5o2mORJmXbL+6BL3GPMSW5tXf7RLKK+pMpnjQtPDzeHh4SE4BUEsFpucmmDKgy+VStmXTx+RSGRzuRKJxOS5ptL0X3BrymWmcwghk8kMtuFg4E51ErovbrncjxvgvDo0VS7gnnXoinKdpd/m6pCrL/rlNLZnQ9uIepyl39wOjn4ZtI1wfrmuaiNs1W9AWFcsKdcd6vDkyZMghKBz584GddimTRu0bdsWO3fuhFqtZsv98ssvMWDAAEyfPh07duxA37594evri1u3bmHXrl1ISUnByZMn4eHhgdatWyM6OhrvvPMOlixZgpSUFGzfvh0RERHs97mx6bc9eggY1xfaRlhWbmNrI2wpl/EWy+Vyo2W7Yx26oh/hSGyKkX7x4kUkJyfjxIkTPGOytrYWffr0QUpKCvr164fU1FSHCcqFGcUxNkUX+G9NtLV5KyoqDKYYMHnFYjGaNWsGX19fhISECJbJ5HW2V55CoVAoFAqloWECjXXq1EkwfeTIkSgvL8fBgwfZY82bN8e5c+fw7LPP4vz583j55Zfx3HPPYdu2bejYsSN++eUXdOvWDUB9Z//333/HkSNHEBUVhUWLFmH69OmC8U0oFArFldhkSL/++utQq9X4+++/sXjxYva4p6cn/vnnH+zevRvV1dVYsWKFwwTl0qZNG/j7++PkyZMGaUy0bCYQGBPF21hekUjERuk2lpcQgpMnT6JDhw6sN7pXr164fPmygVf6+vXrKCsrMxqIjOI6PDw80KZNG5MjnhQKA9UXiqVQXaFYSlPQlYULF4IQglGjRgmmr1mzBoQQDBkyhHc8LCwMa9asQWpqKpRKJcrLy3HlyhVs3rwZ48ePZ2eBAUD79u2xb98+FBUV4ejRo8jPzxfcfaWp0xT0hdIwUF1xDTYZ0sePH8fDDz9s0EgyJCcnY/z48di7d69dwhlDKpXi4YcfxtGjR3Hs2DH2eG1tLT7++GOEh4dj5MiRAICePXuidevW+Oqrr3gL92/cuIFt27bhgQceQHBwMABg4sSJkMlkePfdd3lrNLZs2YI7d+5g+vTp7LGpU6dCpVLhww8/5Mm2evVqAODlpbgHTDRQS7cFMLcWntK0sVZfKHcvVFcolkJ1xTIuXLiAmpoaqFQqbNq0Cfv27cOiRYtcLVaDQ/WFYilUV1yDTWuki4uLDRbX6xMTE2MQyc6RrFixAtu3b8fIkSOxaNEihIWF4auvvsLly5fx/fff80ZkPvnkE4wcORJ9+/bF3LlzoVQq8f7778PLywtvv/02my8uLg5LlizB8uXLMWzYMEycOBHXr1/HRx99hJ49e2L27Nls3kmTJmH9+vVYsmQJMjIy0KtXL/z111/4+eefMXfuXHTt2tVp906xDZVKhby8PERERLhaFEojgKsvxtbwZGZmQqvVCgYNodw9WKIrFApAdcVSvvvuO6xbtw51dXXo0aMH9uzZwzo97iaovlAsheqKa7DJIx0TE8PzBAtx8uRJREVF2SSUJURERODYsWMYMWIEPvzwQ7z44ouQy+XYsWMHJk6cyMs7ZMgQ/P333wgPD8dLL72Ed955B3369MGRI0fQunVrXt5ly5bhs88+w507dzBv3jz88MMPmDVrFnbv3s1b1C4SibB9+3Y899xz2LlzJ+bOnYtLly7h/fffx0cffeS0+6bYjk6nQ2VlpUHUQQpFCEv05datWwbbW1DuPmjbQrEUqiuWsWrVKpSUlKCqqgoHDhxAly5dXC2SS6D6QrEUqiuuwSaP9NixY/HOO+/grbfewiuvvGKQ/sEHH+DIkSOYN2+e3QIuX74cy5cvF0xLSEjADz/8YFE5gwcPxuDBgy3KO3v2bJ732Rje3t5455138M4771hULoVCuXvQarWora01ut88hUKhUCgUCqXxYpMh/eKLL2Lr1q147bXXsHHjRvTr14/dkPv48eO4ceMGIiMjsWTJEkfLS6FQKI2C1NRUFBYWIikpydWiUCgUCoVCoVAcjE2GdFBQEI4cOYKnn34au3fvRnp6Oi89OTkZX3zxhcEG2xRKY4IGG6PYQ3V1tatFoFAoFAqFQqE4CZsMaQCIjY3Fn3/+iYKCAqSkpKCkpAQ+Pj7o0qUL3UOZ4pbIZDJEREQY3YyeQuFir77ob41HabrQtoViKVRXKNZA9YViKVRXXINFhvTXX3+NLl26oFOnTgZpYWFhGD58uNkyzp8/j/Pnz2PatGnWS0mhOACpVIqQkBBXi0FpJFijL7du3TIauZsQQrejaOLQtoViKVRXKNZA9YViKVRXXINFUbunT5+O3377za4L/fbbb5gxY4ZdZVAo9qDValFeXg6tVutqUSiNAGv0hUbuvruhbQvFUqiuUKyB6gvFUqiuuAaLp3bn5eXhwoULNl8oLy/P5nMpFEdQV1eHrKwsNG/enD1GvYUUY3D1hbv1nbVQHWv6OEpXKE0fqisUa6D6QrEUqiuuwWJDet26dVi3bp0zZaFQ3ApHBhsrKyuDr68vJBKJw8qkUCgUCoVCoVAorsEiQ3rgwIHUo0Kh2IhOp8P58+cRHh6ONm3auFocSgPj7tHfb9++jYyMDLpNF4VCoVAoFIoVWGRIHzhwwMliUCiuoSGm3TKGlEqlcup1KO6JuxvSWVlZrhaBQqFQKA6GLiuiUJyPRcHGKBRXQghBUVGR3QaJSCSCh4cH/bBQLOJu0RcamMR+7hZdodhPU9CV6dOnQyQSGfx5eHggJiYGU6ZMwe3bt9n8Bw4cgEgkws8//+wwGcrKyrB69Wr07t0boaGhUCgUiI2NxdSpU3H69GmHXcdeioqKIBKJsHz5cpvOt0Vfrly5gkGDBqG4uNhkvkGDBgk+R+7fX3/9ZZPc+tfp0KGD3eWY4t1334VIJEJGRoZTyo+Pj4dCocD58+cF0+fNm8d7Rps2bbKoDjt16gSRSIR58+ZZJMf8+fMxd+5cwbSGblssea+XL18OkUiEoqIii8udOXMmXn75ZUeI2CDYvI80hdJQ5OfnIzU1FR07dkRQUJDN5Xh4eKBFixa8Y+7uLaS4DiF9sQWqY00fR+kKpenTlHTl33//5f0uKyvD4cOH8c477+DkyZO4fPky5HI5unXrhn///RetWrVyyHXPnj2LcePGobKyErNnz8ayZcvg4+OD69evY926dejTpw82bdqEqVOnOuR6rsQWffnxxx9x8OBBi/JGRERg27ZtRtPbtm1r1bWbMnV1dZgyZQpOnz4NDw8Pi84Ri8XYunUrRowYYZB2/vx5XLx40eLr79y5Ez/++COuX78umN5U2pa3334brVu3xogRIxrFkjNqSFPcHo1Gw/u3oXCUAUQNKYo1aDQaEEIgk8lcLQqFQqEYpU+fPtBqtRCLxawXbMSIEdBoNHj77bexb98+jBw5En5+fujTp49DrlleXo7x48dDo9Hg/PnziImJYdMGDhyI6dOn44EHHsDTTz+N++67z67B97sBhULhsGfT1AkICMDly5fx0ksv4YMPPrDonIEDB+K3336DUqk0ML63bNmC7t2748yZM2bL0Wg0mD9/Pp577jn4+/vbIn6jISQkBPPnz8e8efNw4cIFt5+9Q6d2U+4aamtrcfnyZdTW1rLHqJFLMYaQvtiCtTp26tQpHDt2zK5rUhoWR+kKpenT1HTlyJEjBh6ywMBAAGA7wEJTQIuLi7FgwQK0aNECHh4eaNmyJd544w2o1WqT11u3bh1u376Njz76iGdEM0ilUqxevRrDhg1DYWEh7/qff/452rZtC09PT7zxxhsA6tvbcePGISwsDDKZDGFhYZg0aRKys7PZMqdPn44ePXpg+/bt6Nq1KzuFfdmyZdDpdLzrf/TRR2jVqhU8PDzQo0cPnD171kBGjUaDt956C61atYJCoUBMTAxeeOEFQZ3Q15e///4bw4cPR1BQEGQyGZo1a4ZZs2ahrKyMlXXFihUAgNDQUEyfPt1kfVoKM1X52LFjSE5OhpeXFyIiIrBs2TIolUo8//zzCA8Ph7+/P8aOHSu45e3atWsRHx8PDw8P9OrVC3/++ScvXWiK8+nTpyESibBp0yb2WH5+PqZNm4aQkBD4+fnh8ccfR01NjcH1MjMzMX36dMTFxcHDwwMdO3bEZ599ZnMd9O/fH1OmTMFHH32EPXv2WHTO1KlTUVlZiT/++IN3XKfT4bvvvsOjjz5qUTlbtmxBRkYGm3/Hjh0QiUTYvXs3myctLQ0ikQgDBgzgnTt58mTezIL9+/dj8ODB8PHxga+vL0aNGiXoGV+3bh06deoEDw8PhIeHY9asWWaXC7z88ssQiURYs2aNQdrevXshEomwceNG3nGdTof4+HhMmTKFPTZt2jRcunQJv/zyi8nruQPUkKa4PczH2BFGLzWcKdbgCn2pq6tr8GsagxCC4uJi+t5YAK0jiim0Wi0qKytRXV0NtVqN6upqVFZWuvTP3vgIGo0GGo0Gubm5UKvVKCwsxI8//oi3334bLVu2xMCBAwXPKy4uRs+ePfHdd99h0aJF+OOPP/DQQw9hxYoVmDBhgslr/vTTT/D398eYMWOM5unUqRN++eUXtG7dmnf8pZdewgsvvIAffvgBDz74IK5evYoBAwZApVJhw4YN2L17N5599lls27YNs2fP5p17/fp1zJ8/H3PmzMGuXbswaNAgrFy5kmcULF++HAsXLsTIkSOxfft2jB8/Hg8++KCBfI888giWL1+Ohx9+GDt27MDChQvx2Wef4f777zcwzIH/2pZ9+/ZhxIgRCA8Px3fffYddu3ZhypQp+PLLL/Hqq68CAF577TU8/vjjAIC//voLr732msn6BP57jvp/Qvoxfvx43HfffdixYweSkpKwcuVKdOvWDdnZ2fjmm2+watUq7Ny5E4sWLeKdd+3aNbz55ptYvnw5fv75Z/j5+WH06NE8Q9ASlEolkpKSsHv3bvzvf//D999/j6KiInZghCEtLQ3dunXD4cOHsWLFCvz+++/o378/5syZgwULFlh1TS6ffvopYmJiMH36dJSUlJjN37lzZ7Rv3x7fffcd7/j+/fuRn5+PRx55xKLrbty4EUlJSYiMjAQADBkyBN7e3vj777/ZPPv27QMAnDx5kh1Y0Gg0+OuvvzB27FgAwPbt2zF06FDIZDJs3boVX331FQoKCtCvXz9cunSJLev555/H008/jYEDB2L79u1YuXIlfv/9dyQlJaG6ulpQxldeeQWrV6/G2rVr8dxzzxmkJycno0WLFtiwYQPv+J49e3D79m3MmjWLPZaYmIjevXvzBlDcFTq1m3JXI9T5dfQ0EuYa7j49heIcGouBJRThtbi4GJcvX0a7du0QGhrqIskolMZPTU0NzztZXl7uQmnq6datG3x9fW0+X2j5SVBQEO6//36sWrUKXl5egue99957yMjIwIkTJ9CzZ08AwNChQxEYGIjFixfj77//xrBhwwTPvXHjBlq0aAGplN991el0BkaoWCyGWPyfv2jq1KmYOXMm+/vbb79F37598csvv8DT0xMAcO+99+LChQsG64YrKyuxc+dO3HPPPQCAAQMG4I8//sBvv/2Gxx9/HJWVlVi9ejWmTp2KDz/8EAAwbNgweHl54dlnn2XLOXDgAH7++We899577PGhQ4eiVatWGD16NH755Rejgwnnz5/H6NGj8fXXX7PHhgwZgsOHD2Pv3r0AgObNmyM6OhoA0L17d4SEhAiWxXD79m2jy4g6d+6Mc+fO8Y7NnTuXNZLatWuHH3/8EQCwdetWiMViDBs2DH/++ScOHz7MO48Qgp07d6Jz585s3bRs2RLLly/H8OHDTcrI5ZtvvkFqair27duHe++9FwAwcuRIdOvWjSfrsmXLUFNTg5SUFHbmwvDhwyEWi/Hxxx/j6aeftmk7Un9/f3z99de49957MXv2bPb+TTFlyhSsWLEC5eXl7LTsLVu2YNiwYQgLCzN7fnV1NY4dO4YXXniBPebh4YFhw4Zh9+7drPd337596NixIy5evIgjR45g2LBhOHr0KEpLSzFu3DgQQrBgwQJ06tQJu3btgkQiAQA88MADaNWqFRYvXow///wTN2/exPvvv4/58+ezugzUL+Xo2rUr1q5dy5MFAJYsWYK3334bGzduxGOPPSZ4HyKRCLNmzcKLL76I69evszET1q9fj9atWxush+7duzfWr18PtVrt1kvdqCFNaTQ0tEHSWAwginvTmPWIiUtgbrolhUIxjZeXF7p16waVSoXs7GxER0dDoVC4XCZ7OHXqFM6cOQOdTofz589j/fr1eP75581G3N23bx/atm3LGtEMM2bMwOLFi7F3716jhrSQxxao95T+/vvvvGNz587FJ598wv7u3r07L33KlCmYMmUK1Go1rl27hvT0dFy9ehXnzp0z2K5SIpGgX79+7G+pVIqoqCjWO/fvv/9CqVRi/PjxvPMmT57MM6QZD+K4ceN4cV+GDx8OLy8v7Nq1y6ghvWjRIixatAhKpRI3btzAzZs3cenSJWRlZdlsaERGRmL79u2CaUL60b9/f/b/ERERAOoNHu6ARUhICEpLS3nntW/fnjWiAUAul2P06NH49NNPUV1dDW9vb4vk3b9/P/z9/VkjGqg30B555BGeIb1v3z4MHjzYYPr/jBkz8Nlnn+Gff/6xyZAGgKSkJDz33HN45513sHnzZqOGI8PkyZOxZMkS/PLLL5g5cyZqa2vx66+/4osvvrDoepmZmdBoNEhMTOQdHzNmDKZPn46cnBxERUVh//79mD9/PgoLC7Fv3z4MGzYMf/zxB5o1a4aePXvixo0byMjIwIwZM0AIYfVPJpPhvvvuw+bNm6FWq7F3717odDo2FgFD+/bt0apVK+zatYtnSDPBBceMGWO2LmbMmIHXXnsNGzZswP/+9z8UFhZi+/bteOuttwzyJiYmoqamBvn5+ezgkDtilyGdnp6ODRs24PTp0ygtLcXJkyexc+dOVFRUYNKkSY6SkXKX40xPrpCR42jDpzEbUpS7B7rnKIXiPCQSCXx9fSGVSiGVSuHt7c16QRsrPXr0QHV1NaRSKZ5++mkoFAq88sor0Gq17FRjIYqLixEXF2dwPDQ0FFKp1KS3PiEhARkZGdDpdDzjbc2aNbxr6hvpAAy873V1dXjuueewceNGVFdXIzIyEl27doWPj4/BuR4eHrzrAfUeb8awZ7b30Z+5ExYWxvOeM+u2ExISBO+PuzZbn7KyMsybNw8//fQT1Go1YmJi0KNHD3h7exsY/pYil8vRo0cPi/P7+fkZHNM3goW+I4zRzSU8PByEEJSXl1tsSBcVFQnOjoqKiuL9Li4uZqdBc2GO2Tsj5I033sDu3bvxzDPPmI0sHRcXh/79++O7777DzJkz2YGL0aNHW3QtZv27vl7ef//9kEgk2L17Nzp37oyioiL07t0bV69exT///AOgfi31mDFjIBKJWN1btmwZli1bJnitwsJCNt+gQYME8+gPZqWkpOC+++7D9u3bsXfvXgwZMsTovYSEhODBBx/E119/jTfffBPffPMNAAga4IxOlJaWNk1D+ssvv8S8efNYTwXz4hw8eBDvvvsudu7cic2bN9OOGcVh2GuQKhQKtGjRAnK53EESUZoyjtKXxjyQ4sj4BE0Z2rZQLKUp68rbb7+NPXv2YPny5UhOTkbfvn0F8wUFBSE3N9fgeH5+PjQajcnpyA8++CCWLVuGPXv28KYEN2/e3Gp5FyxYgI0bN2LdunUYM2YMAgICANR7zazdi5qZoqsfZKu0tJTn1QsMDIRIJMKRI0cEdUDf2Ofqy/jx43Hy5En89NNPuPfee1nDavDgwbh165ZV8jY0QuuJc3NzIZVKeZHV9ddlV1ZW8n6HhYUZbLsG/DdAwWBMx3JycgDA7JR3c8jlcnz77bfo2bMnHn30UXTs2NFk/qlTp2Lu3LnIy8vDt99+i4ceesjigTRGVn0vf3BwMPr374+//voLhYWFaN68OZKSknDnzh38+OOPOHXqFFJTU/Hxxx8D+C8I4JIlS9g100LXYvL9+uuvggH99GfSrFmzBk899RS6du2Kxx9/HBcvXhQccGGYPXs2tm7din/++QdbtmzBuHHjBJ8HozOWTH93JTYFGzt06BCefvppREZG4vPPP2cDGwDA2LFj0aZNG3z77bfYsmWLwwSlNG2USqXdgU/MIRaLDUaVG3KNNKVxIaQvTRFqLNvP3aIrFPtxV13RarUOGaz+8ssvodPpMGvWLKNLQpKTk3H16lWcOnWKd3zz5s0A6g1DY8ydOxcxMTF46qmncPv2bcE8Fy5csEjegwcPokePHnjsscdYI7q6upr15hmbRi5Ev3794OPjYxBU6rfffuP9vvfee9kgjj169GD/QkNDsXjxYpw8eZKXn6svBw8exMiRIzF69GjWiM7Ly8Pp06d5sjJrX92Jc+fOISsri/1dU1ODbdu24Z577mG3hfLz8+PlAWCwH/bw4cNRVVWFHTt28I7r13NycjL2799vUJ4lOmYpHTp0wKpVq3DkyBGD567PhAkTIBaL8dlnn+Gvv/6yOFo3AERHR0MqlQrq+5gxY7B3717WE8ysndbpdHj++ecREBDAepbbtGmDqKgoXL16lad7PXr0wPr16/HJJ59AJpOxdZOdnc3L06pVK7z66qu8AGdAvZdfLpdjw4YNyM7OxsKFC03ez4ABA9CuXTusXr0aKSkpvCBjXDIzM+Hl5dU0DenVq1cjICAAx48fx6xZs3gu9759++Lw4cMICwvDunXrHCYopWlz4sQJXL16VTDNUYZtXV0dcnJyXBYVmc7OaFw4Sl8ai4HaEINKTRVXty2UxoM76gohBEeOHEFmZqZN53Pbif79+2P69Om4dOmS4BY4APDss88iOjoao0aNwtq1a7F37168+uqrePXVV3H//fcjOTnZ6LWCg4Oxfft2SKVSdOzYEQsXLsTvv/+OQ4cO4ZtvvsGECRPQrVs3REREYNSoUSbl7tu3L44fP453330XBw8exDfffIN77rmHNb6MRScWwsvLC2+99RZ++eUXPPHEE/j777/x/vvvY/Hixbz6GT58OEaOHIlp06Zh9erV2L9/P7Zs2YKhQ4fi7Nmz6NWrF69crr707dsXv//+O7744gscOnQIX3zxBfr164fq6mqerIxH8ccff8S1a9dMyq1SqXD8+HGjf8YGK6xFLpdj5MiR+PXXX9nI0SUlJVi9ejWbZ+zYsfjrr7+wevVqHDhwACtXrsT69et55TzyyCPo1asXHn30UXz66afYvXs3pk6dajAos3z5csjlcgwaNAibN2/G7t27MXfuXHz++eeYM2cOWrRoAaDek338+HEDj7alLFiwAMnJyez0a2MEBQVh5MiRWLVqFSIjI81OB+fi6emJQYMG4dChQwZpY8aMQWlpKfbt24ekpCTk5OQgNDQUbdq0waFDhzBq1Ch2/bxYLMaaNWuwbds2TJ48GTt27MDu3bsxefJkrFu3Du3atYNIJELbtm0xe/ZsvPjii1iyZAn27t2Ln3/+mR2c0NdRht69e7OzPPS3NtPnqaeewr59+9CyZUujgxqHDh3Cfffd5/b9EJsM6X///RcPPvig4JoHoF5hxo0bh9TUVLuEo9xdmFuzYq9BotVqUVpayvN8myrTUQZQYzGkKHyE9OVuheqwaaiuUEzB9cy6s65Ysp2PJbz99tsICgrCypUrBacch4aG4vjx4xg1ahRWrFiBUaNG4ZdffsGKFSvw66+/mu04d+nSBefPn8ebb76JlJQUPPXUUxgyZAheeOEFVFVVYe3atUhLS8PIkSNNlrNmzRo89thjePfddzFy5EisXLkSAwcOxNatWwEYekPNMX/+fGzcuBHHjx/H6NGjsX79enzzzTe82QcikQi//fYbFi5ciPXr12P48OF4/vnn0blzZxw5csRgyy6uvmzevBnDhw/HK6+8gvvuuw8ffPABpk6divfeew8lJSXs9kUPPfQQ+vbti4ULFwpuQ8QlLy8Pffv2Nfr3/vvvW1UHxhg4cCBmzJiB+fPnY+LEiZBKpTh48CDPKHv//fcxZcoUrF69GqNGjcKJEyewc+dOXjlSqRR79uzBpEmTsGLFCowfPx41NTV48803eflatWqF48ePo2vXrnj22WcxduxYHDt2DGvXruUFoPvzzz/Rt29fs4afMUQiETZv3swOXpiCCWw3ZcoUq43DyZMn49SpUwbT1Zs3b4727dsDqPf0MroydOhQADCYwj1p0iTs2rULOTk5mDRpEh566CHcuHEDmzZtwosvvsjmW7t2LVavXo3t27dj1KhRmD17NkJCQrB//36Dfaq5vPHGG0hMTMSTTz5psj1h5HriiScE6+LWrVu4dOkSJk+ebLJe3AERsaGH5OnpiXnz5uGdd94BAKxYsQIrV67kfRieffZZrFu3TnCTdAqfs2fPonv37jhz5gy6devmanFcwsGDByGVSnkRIRny8vKQmpqKli1bGgSUsIba2lqkp6ejefPm7PSp3r17s9OKGE6dOoWamhr07NnT7qimQP209RMnTiAoKMjsOhqK+8DVF2NrmbgdLf0RZiaNCQZjKcx51oxY28Phw4eh0+nQr18/g8ivBQUFuHr1Km9LFYohlugK5e6kuLgYly5dYtsBd9QVQggOHToEPz8/dO3a1erzZDIZL6I1xXG4o740NebPn4/+/fu7dZBktVqNtm3bYurUqVi+fLlgnsakK5988gmef/55ZGdnC66PfuGFF7Bnzx6kpKQ0TY90QkICjh07ZjLP4cOHER8fb0vxFEqD0RCeNurNu7tpLM+/schJoTQmGK+MO03l1oe++5S7lWvXrmHnzp0YOHCgq0UxiUwmw5o1a/Dpp58aBB1rTHz++ed4/vnnsXjxYjz11FOCRnR+fj7Wr1+PNWvWuL0RDdhoSD/00EM4fvw465HWZ9myZUhJScG4cePsEo5CAWgwJArFVdB3j0Kxjzt37gCA2wUXE6KiosKq/Ey70Bg6uxSKEGFhYdizZ49dsx0bijFjxmDChAl45ZVXXC2KzZw6dQpr167FyJEjBfeOBoDFixfjySefNBkrwZ2wafurF198ET///DNeeuklfPXVV2wjOm3aNJw6dQrXr19HQkICb8NuCsXVSKVShISE8PZ0tNZAUCqVkEgkBlNgTUGNkMaJkL7oIxKJzD5f+vybPpboCuXuhjGk3VFXaBvlvrijvjQlgoKCeNtvuTtr1641mtYYdOWrr77CV199ZTLPpk2bGkYYB2HTEKmPjw8OHz6MCRMmIC0tDampqSCEYMuWLUhNTcWIESNw8OBBdjsBCsUSzI1q2/uxl8lkiIiIsNgIFrreiRMnDKJDWgodtW9cWKsvjR1TUbtpR9s0d5uuUKyHeZeakq7QdsH5NCV9oTgXqiuuweZhi+DgYHz//fcoKirC6dOnUVJSAl9fX3Tt2pUGpaE4FEcZoFqtFrW1tbwgDLZ0BIztjWkM2tlonHD1xdi+nNQjTQEs0xXK3UlAQADKysrYdsAddcXWNopO7XY+7qgvFPeE6oprsHvRTkhICEaMGIHJkyfjgQceoEY0xW2oqKhAZWUl+7uurg4ZGRluHfSF4j5QfaFYCtUVijkYo9PddYUO/LkX7q4vFPeB6oprsMkjvXLlSrN5JBIJvL29ERsbi6SkJAQHB9tyKQrF5umlKSkpAExvI0Q7DRR7sMQT01h0rCH2VKdQKO6Hre83s+VpYwikRqFQKM7AJkN6+fLlvA4ktxHWPy4SiaBQKPD+++/jqaeeskNUCqVxQo2Qu5vG/PzplE0KxTE0lnaA6bdZAuP5asprMgkhUKlU8PDwcLUoFArFDbFpGHHfvn1o3rw5RCIRHn30UXz11VfYvXs3fv75ZyxYsABeXl4ICwvD+++/j5deegkBAQGYO3cuDh486Gj5KU0IZwcbs7ZMR1+PGiVND/pMmy4ajabRGD8U96UxBOzjyiYkp1qtRllZmcFxnU4HoGl7pPPy8nDixAkolUpXi0KhUNwQmzzSR48eRWZmJvbv348BAwbw0saPH49HHnkEAwYMgFqtxptvvok5c+agY8eO+PDDD01Os6XcnTRUB0MkEkEqlTa48ePOHSiKcRylL/T5N06OHj2KsLAwtG3b1mxeV7UtlMZHY9SVS5cuoaKiwqD/djcEG6uqqgJQP5jgCq90Y9QXimuguuIabBpG3LhxIyZMmGBgRDP07NkT48aNw7p16wAAzZo1w9ixY3H8+HHbJaU0CtRqNYqLix1aJvOxttcg8fDwQJs2bXgfQ2rkUIwhpC/6OPOD1dC6Sbe/MqSwsNCifJboCuXuhnmH3FFXzHmkjXljGY807bg7D3fUF4p7QnXFNdhkSOfm5iI8PNxknsjISGRlZfF+l5aW2nI5SiPi8uXLuHTpkqvFcCuauhGiVCpx9uxZaDQaV4viljT1598UYQwE+uwodxvW6Pzd4JGmUCgUU9hkSEdHR+Off/4x2uASQnDw4EFERESwx3JzcxEWFmablJRGg0qlsvqchvoYK5VKXLt2jTe6TiMV209+fj4qKytRXl7ualEcipC+2IK9e7RSGp6CggKr8jtKVyhND/1ZHe6oK+baGmPfZmpIOx931BeKe0J1xTXYZEg//PDDOHfuHB5//HEDL7NSqcQzzzyDc+fOYfz48QCA69evY9u2bejWrZv9ElPuOhw1tZsQAo1Gw3qbGoqmbhBJJBIA/22F0lRg9MXW58fUiz3Xb0iaup46E3t1hdL04X7H3FlXqEfavXB3faG4D1RXXINNwcZeeukl7Ny5E5s2bcJPP/2E1q1bIzIyEhUVFTh37hwqKyvRoUMHLFu2DLW1tWywlmeeecahwlOaBq586Rvy2o7ubGg0Gty8eRMtWrRwadTUpmpI24u964vpx9B1UMOAcjdhbo00N01o61P6vtx96HS6Jh2tnUKxFJveAm9vbxw6dAgvvPACvLy8cPbsWfz55584fPgwRCIRFi1ahGPHjsHf3x+5ubno3r07Nm/ejMGDBztafoqbQTv/hjirTnJycpCbm4uSkhKnlG8pd3NAqqawNMCSTnBjuRcKxd1oCu2jsXtozPdEsZ38/HwcPnwYarXa1aJQKC7HJo/0rVu3kJCQgNWrV+N///sf0tLSUFRUBD8/P7Rp04Y3pTExMREnT550mMCUpoe5j7EtH+uKigqLyqMdAYo9mNIfewNWUd2kUIxTXV2NiooKREZGulqURo81HmkKhRm8V6vVkMlkLpaGQnEtNhnSycnJ6NGjB3788UeIRCK0bNkSLVu2dLRsFIrNCAU9k8vliI+Ph1wut6gMR3UaaOej4VAqlSgqKkJ0dLTdZVmiL87sdNI10q7D2qmq1rYtFPs5e/YsdDpdozGkmffL3XXFmm3waJvhfNxdXyjuA9UV12DT1O47d+4gISHB0bLYxIwZMyASiQT/Nm3axOa7fPkyxo4di7CwMPj6+iI5ORlHjx4VLHPHjh3o168f/Pz8EBISgqlTpyI7O9sgn1arxfvvv4+2bdvC09MT8fHxWLJkCWpra511u26PLR/WhlpnJZFI4OPjw5sxQTsCTYvz588jPT3dIWUJ6Ys+3t7eAAAvLy+jeaiONT6sfWaW6ArFsTS294qR1x11xdK6NJavKa+RdrWeuaO+UNwTqiuuwSaPdNu2bXHu3DkHi2Ib58+fR2JiIlasWGGQ1q9fPwDA1atXcc8998DT0xPPPPMMfH198cknn2Dw4MHYs2cPkpKS2HO2bt2KqVOnonv37nj99ddRWlqK9957DwcPHsSZM2d4W3jNmTMHX3zxBR588EEsWLAAZ8+exapVq3DmzBns2rWrSX9cGhJ7jHMuarUaxcXFCAgIcIBU1svS1PXB1R0OAKirq3NYWYy+BAcHG52+xjxTqZTflDqiLtyhPimWYYmuUO5O9Nt9V+pKRUUFCCHw9/c3mseWqN13A676ftO2hWIpVFdcg02G9KZNmzBixAjcf//9mDRpElq0aGHUI9OpUye7BDSFRqPBlStX8OCDD2Lq1KlG8y1atAhKpRJnzpxBYmIiAGDKlCno0KED5syZg8uXLwOoX3O1YMECdOzYEYcPH4aHhweA+qnsAwcOxPLly7F27VoAwIkTJ/DFF1/gySefxBdffMFeKzY2Fq+99hp++uknTJw40Vm37rY488Nq7wdeo9GgqKgIPj4+JvM1ts6Bqw10V1/fWTD64u/vb9dHqbGskTb1LjS2d6KhcZSuUCxHJBI1Kr1kZHWlrqSkpAAAz3nAlU3///oYS6P71joPd2xbmuo3v7HjjrpyN2DT1O4ePXqgsLAQO3fuxGOPPYb+/fuja9euBn/O3jc6NTUVKpUKHTp0MJonPz8ff/31F8aMGcMa0QAQEhKCxx9/HFeuXMGJEycAAH/++SeKiorw9NNPs0Y0AAwYMAD9+vXDt99+y3q8Nm/eDKDeSOfy7LPPQi6XY+PGjQ67z8YIHdX+j6Z+f+5IQ9W5setQj3Tjhplh4Ofn52JJKMagnfmGw9wa6fLy8gaXqaFw5CwnCoXS9LDJI92/f3+3+IidP38eAFhDuqamBgqFgrc+gDGS+/TpY3B+79692Ty9e/fG8ePHTeY9duwYrl27hk6dOuH48ePw9/dHmzZtePm8vb3Rvn179roU+7l+/brV51BDhtKQmArCQ/Wo8UJH9SmOwp3bAUdE7W6s+woTQpCVlYVmzZoJri0tLi52gVQUCqWxYJMhfeDAAQeLYRuMIb1z507MmzcPmZmZkMvlGDlyJNasWYPmzZuzQcJiYmIMzmci+966dQsALM7bqVMnZGdnC+Zj8qakpKC8vFxwLRLXMw78F2FaqVTyApVJJBLI5XLodDrBKNSenp7s+cxWOwwymQxSqRQajcZgrz+xWAyFQgFCiOCULA8PD4hEIpPlarVag5Fa7lS72tpag8EWhUIBsViMuro6aLVa9jhTjkgkEiyXgZFX/2Mul8shkUigVquh0WgAwOCeuXXIrUumLG65zL/MvQvVoUqlsrgOmetptVrU1tZa9GwACAat49Yhc25dXR1qa2shlUohk8mMPhtmloWldchgTg8Z1Gq1gcz2lGuJHgrVIcB/rvoY00MAvDrU1xduHTL3ycil0+nYjmRdXR2v/plnZemzYWCuwa3D7OxsKBQKBAYGWlSHlrQRDEqlku1IctsIoP4d4D5be9oI/TrkYumzcbZ+M/9y781UuUyZ3GfgiHbW3jbClXXIhdFDZ7U9jv4GOqIO9duIuro6noz699MQz4aBqzfMs2HgtgP6bURtbS17bbFYzJOjurqal7extBEVFRW4desWNBoNEhMTBesQqP+m2KPftvbFGPSv6+o2grlfbj/PHdsIe9vZhmgjHFUug1Af2hHPxp1sDWvqUL+NczQ2GdLuwoULFwAA//77L5YuXYqgoCAcO3YMH330EY4ePYoTJ06wU46462IZmHXd1dXVAGB13ubNmwvKxc1rKqiHPtnZ2byphP7+/oiJiYFarRaMRMx44rOzsw2UKTo6GgEBASgvL0dubi4vzcfHB/Hx8dDpdILltmnTBlKpFHl5eaisrOSlRUREICQkBFVVVcjKyuKlcRvYmzdvGpTbokULeHh4oLCwEKWlpexxbmNRW1uLjIwMg3MZMjIyDBqB+Ph4+Pj4oLi4GEVFRQAMPzp1dXXsQElOTo5BudnZ2eyLzry0NTU1CAwMRFlZGfLy8nj58/LyEBcXB61WK1iHbdu2hUQiQW5uLrvnYmVlJdLT0xEZGYng4GBUVVUZRIP39PRk9Uqo3JYtW0KhUCA/P58tNzc3F8XFxQgNDUV4eDhqampw+/Zt3nlyuRytWrUCUD8YpN9AJyYmwsvLC0VFRQYj8EFBQYiKioJKpTKQSSwWIzg4GED93pJVVVW89NjYWPj5+aGsrAz5+fm8ND8/P8TGxhqtw3bt2kEkEiEnJwc1NTW8tKioKAQFBaGiogJ37txhj3MbY0KIYLmtW7eGWCxGXl6ewX7j4eHhCA0NRXV1NftsmH8VCgW7zd+tW7cMDC+VSgVPT08UFRWxeggABQUFkMlkiIyMhEqlMng3JBIJ2rZtCwDIzMxkj2dmZkIqlSIuLg6+vr4oKSlh05k6d0QbwXRasrOz2Y4w00YwaaWlpbyPmT1tRIsWLQDUtxH6HSZjbQRQvxwnIiJCsI2QSqXs7CBL2wiGwMBANGvWDHV1dWwdMs+Vae+Z+tHvDMTExMDf35/VT+777Ovra3Ebof/eOKqN0J9y66o2ol27dgCArKwsg7bZ1jaCu0+7NW0EUP+NTkxMtLuN4L6vgHAbwTzbgoIChIaGQiKRQKFQGDzX4OBgi9sI/Y4lt40oLCzkpXHbCAbuPXfo0IH3HnLbAaaNYHQhMzOTNbJ9fHx4MzZu3brF80g3ljaCqRfmX6E2goHbRjCIRCK0b9+erTtjbYRQP8LSNkIqlRroi6vbCKD+feZ68d2tjQBs60cADdtGcGnevDnbj2D6eAzm2ojmzZsjMDAQeXl5BkatpW2EqX5EamoqAPDec1fZGta0EaaW/zoCmw1ptVqNgwcPoqCgAFqtlufNYyLHbd++3egWU45g8uTJ6NWrF1555RV29G3cuHHo27cvHnzwQbz88svo3Lmz0fO5I6vc347Oq4/+C3D27Fl0794d0dHRPOOcOypszGgH6hVZaDQHqH9B9APBMXKJxWLBcpnrRkRE8KKUc8v18fExOFckErEfioSEBIP7Z/a2Cw0NRVBQEHtcpVKhrKwMAP8DwMBtkLmde/1yg4OD2YGL4uJiXudULpez5arVavYDzJQVHR3N/v/8+fNQqVRsvQUEBLDbHDGyREREsHUlVIfMvUdGRkImk6GyshJ+fn5ITEw0WYfcOhMqlzk3PDwcKpUKOTk5iIyMREBAANv58fLyEnw2DAkJCUbrMCQkxCCqOaMPCoVCUCamAaysrESvXr0Eyw0ICDAYoGLKNVaHjMzNmjUzqt9+fn680cbS0lLodDoQQizS79DQUF4aU4fe3t5m6xCo31ZPo9FAoVCwbVBISAh8fX1ZHQsNDUVISAgA4TrklhsbG8t+jGJiYuDl5cXWIfedYcpwRBvBXD86OprVc0YPmbSAgADExsay59rTRjDoz8wBjLcRwH/PRqiN4JZraRuhfy/cNqKkpARpaWlsfQD8NkKoXP311EwdWtJGGHs29rYRjN4xuKqNYIiJiTFarrVtRHl5OTQaDQghVrURAF+/nd1G3LhxA3V1dQgNDWU9JYzxJFSuJW2EsToMCgoy0ENuG8Fg6hk1a9aMfQ7MOUwZMTExbF2KxWKewRkfH8+7RmNpIyoqKlBRUcGeq99GMN98QgivjRDCVBvB7UcwWNJGSCQSJCQkuF0bAfD1gXuv7tJGcGV25zaCC7cfwcw80y/XWBshl8vRrFkzo159wHwbYezZEEJQWloKf39/diCAOQdoeFuDwdo2whnYZEjfuXMHgwYNcth+rbby6KOPCh4fP348YmJisHv3btxzzz0AYDASxT3GvPC+vr7scUaZTeUVKlMor6V4eHgITkEQi8Umpyboy8pFKpUabM3DIBKJbC5XIpGYPNfT09PAkM7OzoZcLjd4YbgvhalyCSE8r7c+MpmMffmYF4nJz0wxqaurE9ysnlsu9+UHhOuQqRtL6pCRSSaT8fKaejaA4ZQ7LnK5nD1XLpfz8pp7NpbWoT7G9JA7kmjsuraUW1JSAm9vb6v0m6tL5p6NkB4wMF4jRl/0dZnbmWT+Zf4vl8t5cjDTsZhyzT0bZomEQqHg5eXWn9BH39Z3mZvHWBlSqVQwzd42whjmno2z9VvfgDBXrlgsZjsy+rpiTztrbxthjIZuI5xRLjcAlrO+gfbUIZPG6JBUKoVYLGaXgTBGtbXl2lOH+rIJof894Z6rn8btrHt4eAjWl7u0EVeuXEFUVBQCAgIMpicD/+mTs/TbVj1kBoaN6Yur2gjA+DfDXdoIfVmN4eo2wlHl6nQ6o30WBlvrkLvkUSiPK20NY5iqQ0diU2SIlStXIi0tDe3atcNTTz0FX19f9OzZE7NmzUL//v1BCEF4eDiuXLniaHktJjw8HFVVVeyIj/7UF+4xZq2ztXmF8jF5Q0JCTDYIdyPp6em4evVqg16T22CoVCqkpaXxpsXZGljFGph7dlaAPncI/OcMLl68yG7XYi2OeHaMvpham2nseo0x2F1DXS8rKwsHDx5skGs1FNboSkNSUlLSZIMlGYsk7e44W1cKCgrYLT0txdLI1I2trrkUFhayU1MbE+7atgCNWx+aIs7UFboVpnFsMqT//vtvJCQkICUlBWvXrsXgwYMREhKCzz77DIcOHcKHH36I/Px8p0auzs/PR8eOHTFhwgSDNLVajRs3bqB58+bo2bMnxGIxTp48aZCPka9fv34A/ovibSyvv78/u46jd+/eKCkpMfDKV1VV4fLly2yZdxu2vGTMOeYMQkdtqWWuHGc1FE3V4HUmjvwg1NTUCAaRcQb26FBjNRAsRX8tmjvSVOr+4sWLuHTpkqvFcAqN5T1p6A7o1atXja7xNQbX8Lb1O+vuzwEQltHS73JjuD8KhdLw2GRI5+bmYsSIEawbv3Pnzjzjc/78+ejatatT91IOCwuDSqXC77//jnPnzvHSVq1ahfLycsyYMQPh4eEYMmQIfvnlF97a5KKiImzYsAGdO3dG165dAQCjRo1CYGAgPv74Y14H/vDhw/j333/x2GOPsY3ulClTAABvv/0279rvv/8+1Go1pk+f7oS7bjw0lo9OQ8rZWOqkKSBU16dOnTJoK1wlizPPo9gPrfvGg/66R3dFSKd0Ol2DDe5Ziiljs7HUtS0Ye+eFgs9aQnl5ueCOEk0J2k7ePVCPtHFsWiMtkUh4wRgSExPZSIdM4IKkpCT89NNPjpFSAJFIhM8++wz33XcfBg8ejLlz5yIqKgr79u3Dr7/+isGDB2PRokUAgDVr1qBv376455578Oyzz0KhUOCTTz5BWVkZfv75Z7ZMLy8vvPfee5gxYwbuuecePP7448jPz8d7772HhIQELFmyhM3br18/TJ8+HV988QVKS0sxfPhwnDhxAuvXr8cDDzyAsWPHOu3eGzvMVkAMzngx74aX/W64R0fDjcLsCIx9XBzhkW5oGmKZA7csQgidpUGxGcZIycjIQOvWrV0sjXmE3qHz58+joqICSUlJLpDIfhqbR7ohOXfuHPz8/FhHDYXiaMrKynD+/Hn079/f5Dp5R0ANaePY5JGOiYlBWloa+5uJmsZd/yoSiayeXmQtycnJOHr0KAYMGIBPP/0Uzz77LK5cuYI33ngDu3btYhead+jQAYcPH0aXLl3w+uuvY+nSpYiNjcWBAwfYYGQM06dPx08//QRCCBYuXIjPP/8cY8aMwaFDhwyCZH355Zd44403cObMGcyZMwf79u3Dq6++ih9++OGu7SBa8pIZC9LmiLL10X8O+r8daTwolUq38y40BO7UsDKRcE3JZI2XwBHvcWP2SLuDDM7k2rVrgjtLOKKtoTgXxjtq6/ekoRDqgDK6wmybY+kaZUuwVw8bakCtsWHLvTtKN921bbmb9cEdKCgoAMBfAucsXaHP2jg2DWEMGTIE69evxx9//IEHHngAnTp1gkwmw+bNmzFgwADU1dVh165diIqKcrS8BvTo0QPbt283m69Lly7YuXOnRWU+9NBDeOihh8zmk0qlWLJkCc9TTTGPMe+dIxsAoZfe09MT7du3F9wY3pby9eU9ceIEPD09DbaAMiUTRRhn1lVOTg7i4+PN5mP0xRboGmnjMB99d/BI6+9Jaiv26Arl7oB5n4V0xdhuErbARP13JMamdjcWj7SrZHPEdd25bXHnZ343Yaptcda1KP9hk0f6+eefh6enJ8aOHYsNGzbAz88PEydOxMaNGzFgwAC0b98e165dw+jRox0tL8XNceb0D3cq09h5tbW1BsecbSy42hhxF7jPRH+PVmP5nHFtR12jKUbttjRivqtxZ9kofNz9WXG3jTGGsa1qHHFdR5zX1Af3LOFuvncKhU7tNo5NrXdcXByOHDmC0aNHIy4uDgDw7rvvonPnzjh69CjS09MxcOBALFu2zKHCUpoGzjA6LEGpVCItLc0hHmlrsDVYSWPBnQY4GIxtTQdYHjDHUfpi7b005YGRxhJ8x9pOg6vaFkrjgdElrq4Y28/VHpzZfjTWad+mZHPkbiGOPJfBndsWd37mdyPO1BVqSBvH5tXp7dq1w7Zt29jfYWFhOHv2LC5cuAAvLy+0aNHCIQJSGidVVVUICAgQTGuIF1HoGoQQKJVKh0xHc3VjQghBZmam0fTGvpe5vfXriA6fkL444voNWYY705Tuzx5dodiGVCqFRqNxijHqDLgdUUZXGE+0I/WGOw1bIpHYLKdQma4aBG8ISktLXS2CILRtoRhD/72kuuIaHD6fqFOnTtSIppgMNNeQxquzRpNdZVwxVFZWmkxPT0/HlStXHHa9hsbe+jU1VbKhB3Ia62CNs2Vwh/szBh19d3+Cg4MBAIGBgS6WxDSW6JKrZ/V4eXnZXaY7vyuWyG1uRwdXf/PdkaZ+f42FhuzT0GduiM0e6YqKCvz+++9IS0tDVVWV0VHMNWvW2CUgpXFizcvW0J0Ic0aOJfK4+v4suV5jmUYrhL11xt2eTx9H7oXqjI+LO25/5YxruPMH2Z1lo/BpLM9KSE5u4D1HwcSHKCwsRGRkpEXnBAcHQ6lUGm0bG7tH2hI5g4KCHH69xlI/lMYNNaRdi02GdGZmJvr37487d+6YXXtCDWmKPsZ0xtwLSl9g6xAKuKXT6XD48GG0bdvWYDs3W3G1N0XoHFPGaGMxGN1B391BBldyt9+/O9PYOnYN5c1lyrLGkAbqZ/HodDqb5Wyo56BSqSCXyx024GjNUh9Lyc3NtVWcRkVjeffcnZKSEvj6+tq8TMWRzgFjNLb2tiGxyZB++eWXkZOTg379+mHs2LEIDQ11tFyUuwjmxaypqUFtbS08PT0dViYXuVyOmJgY3rRfWz3Lrp7mZauhyHipCwoKHGZI61/bER0cez8MjujwMfpiy7Y09jzruyVCrjvfn7Wy2aMrFPtwZz0CDDug7qgrptrturo6dv2wqz3SWq0Wx48fR3x8PBvo1hIs+R44Y1aAI3BHfWnKATFdwcWLFxEQEIDOnTtbdZ5+X8EddeVuwCZDeu/evejevTuOHDniaHkodwGmPlgqlcohhrQQEokE/v7+ZtdCWYI7Te2ura2Fl5cXFAqF2bwajQYAbApC05DYO1Bh6nxLjXRGX6y9tjVptpbpDGxd5mDrNdzZALK2c22NrlAcQ2PzkDDtjpCuuMM9GBvA4wbhcrVHmqnDiooKp19L/5quwp3bFnfQ26aCPZG2TbUtjqKxtbcNiU3BxioqKnDvvfc6WhbKXYKpUW1HTckVyqvRaFBUVMQak+bKNCWnOzUmN27cwPHjx9nfpho8ZzSGzqgXZ9Yv9/mby6evL5Zij/zOiOTrjrjT/dk7uGaPrgDAsWPHcPbsWbtkuFtxtaFjKYy+W/sdsvd6lua1ZC9rV3ukbcWeAQBXGxD2ti3OxJF1otPpkJ+f32h0yp0w1bY4+hr0+RhikyHdunVr5OTkOFoWyl1CQ76I3Gup1Wrk5eXZ3MjYK7e152u1WpSUlDjF6HXWM3ClIW2pQS+VWjYRh9EXW4K2OWJwwR0MhLvlo2nMQLD0/u3RFeZ8c5H4KcK4u47q65KQrjjyHpgI3D4+PladZ0lAMVNtkqu+687Iz8XV7bC9bUtjITs7G9euXRNsB6uqqhwyk9CdsUdHTbUtjsLd21lXYpMhPXv2bGzbtg0XL150tDwUilGcMZ3amumsxcXFFpXvqFH74uJiXLx4Ebdu3TJIs3WNUmMZVXTmoIUj13c5sz4bqgNnak323T61u6FhojhTzNNY2jKGhpoW7e3tDQBWLZGyNLaFqz3SrvDcNxb9auzU1dUZTTtz5gxOnz7dgNI0HPa0Y9w94xsK+j4YYpFr5qOPPuL9JoTAz88Pffv2xcSJE9G6dWujjfYzzzxjv5SURoc7T5m29cNZVVVlNI8z5GYCluTm5iIxMdHi8yyp+6Y4tduewRNH44hrOFLO0tJSeHp6wsPDw+Aarpoy6E4f5KqqKkEPXkPL6MggRXcL7qRHpmjo9cXWfKO4hrStcjZ1j3Rj0bOGxJF1wrR9liwxaIo4wiPtTBrbwGVDYpEhvXDhQoPRSqYyN23aJDiSyTTM1JCmAPzgIA3xoXZGo2RqxJ7bATY2um9rJ9nV6+dcUa4zPdIN2WkViURuMbX7woULkEgkuOeee3jHTXkBAOd+PN3hg6xQKKBSqZCamoqIiAj2uKtko9FwLaexdOwY+RrKa2RrvdjikW5onNkOGSvblmvauo1RY8ORz4N5P+7WNtCeJWSNxTnQVLHIkF66dOldq9wUx1BbW2s0zdwLKpPJHLLmQywWw9fXl6fL1hhcps7TN6SFyuFODbcEWxsuV3qkXVmmoz3SjL6YGiE3V5+2tJvO6ngLDeRkZGQ49BrmcLePsbnn40hdsbQcinW4m07pw6z5ZOS09jtkK47ySJuaccScRwhx6868reepVCqbPNJMHA5mmr09OKptcXfuVs+/PffLtC1M3TlTV+6252INFhnSy5cvd7IYlLsJcx/0oqIieHl5sUFT7LkG91oKhQJxcXFmt86wpMHQz+NMb4Mjp7E15andjjwf+E9f7Lm+WCx2C4+0MbhrcoXkdObH0x0+zMYMaWtls0dXnIUzponrdDqkpaUhNjbWYJlAQ9MYPNJCbSOjK9z32xntcUN5pO2ZdWMrDTUQzF3O5agyzaFWq3kebXdsWxic4ZF25/fZ3WD6svptC6VhsXnYQqVSYd26ddi3bx/v+KhRo/Dpp5/Sl4HCw9yoNvf/ly9fxpkzZ0yWYasMGo3GrOFn7Drcj5u1o/a2ygsIG1QFBQVGz8vKygIgvM0TU6ZarTY5S8BWGsKQTk1NxZ07d0yeY83zMSWDvr6Yyiv0256ZPO7QhjraWHHGoIs9GBu5t2XwylJdMVeOo8jOznZYWQyVlZXIzc0VfP9chbV1lpqaikOHDjlJGj5C+s7oSkMb0pbOvrJmlhZgOliho2loj7REIrHretZet6amBseOHUNRURGvLEe0Lc7AGYb03YYj6pA7COEsXXFH/XMXbDKkq6qqkJycjDlz5mD//v3s8erqauzatQvPPPMM7rvvPrPr7yhNF7lcbtf59jaqQh8ypVKJa9eumY2Ma6zBMOWBcbZXVr9MxlgWwtT9MeXU1NTg5MmTdkooLJuzy8zLy8ONGzecUjYXRl+USqXJskx5ZNxparct3Lx502llu8OH2VFTuy3RlYbmbulMWStTXl5eg01FFjKWGV1xxkAmAJSUlNh0nkgksvp9YNq/hsJeQ9raWTfcgbaG0Bem/eB6wt2xbWGeuSO3WaIeaesQ6h86U1foczGOTYb0mjVrcOzYMTzyyCN44okn2OPe3t64ffs2pk2bhr///htvv/22wwSlNA6YD8/t27eN5rHWW2iPV8ycMeKoEW5z9yCVSu3qcLiDUWUMd5na7SpvJ2NIl5aWsgY+1yPtDB1zFEFBQTbJ0lRw1NRuR+HI67oirklhYSHKy8sb5Fr2zpbIzc11pDiCWBI7QyjNETjKI21OTld4pIWudfPmTbPP1JRzx9S9WYu9ullWVmZV/urqaly6dKnBo/7bOvVdiLvVkLa1HXDWjBaK9dhkSP/444/o06cPtmzZgvj4eF5aTEwMNm7ciG7dumHLli2OkJHSSDHWQFg7dcyea9trkFmax5J7smW6qKPRLzMvL8+p5dtbjqmOjDV65KxOK9cjfenSJYMpr84aPHHUPTBBcRxZpincbWq3ORqDjMZwhSF95coVnDt3rkGvaeszqqmpcbAkhnBl03+f3c2QbgweaVNkZWXh+vXrgmm29jkaeio5c561g1GFhYUoLi5mg085G2fMmrpbDWku1tw7d9CkIRwtd/NzMYdNhnRGRgYGDBhgMs+gQYMaPCIsxfVY0jloyI+TuXNMpV++fBnV1dWCec19fPXT7e1sOMvTm5qa6vAyHYGjBzNsyWcpTEAxoSi8zvJIN7TR2xjLt0eGpuaRboj7sXZXAnux1+vn6oGjhjakHXGeozzSOp3Ops6/vc/c1uvZes2GlrOhZq4xHnNH3p87z7prKGw1pF3dlt3t2GRI+/n5mTWSc3Nz4ePjY0vxlCaCLYaNreu7jJUpJIM1HQVL14hyzxMKZmPPWlkh7J1y5kic0cDaYkibSrPEw20r+mVyB1KctUa6Ier5bvhwmjOkG/N95+fnO7xMU/XBHXRsSGx9Rg3hSTU1/dKe94sQIhhM0lj55q5hqUdayKtuSz0eO3YMx48ft/q8hhocsJeGbjeYJXUNYYxqtVp2Da4j75MxDBtzm2sKQohgXARb2wHu+vSGrrOm+oxsxSZDul+/fti+fTsuXbokmJ6amorffvsNffr0sUs4SuPDWKPAjX5p6iUUmmpsz0vLbWw8PDzQtm1bNhCakLeQGy3T1LVNdVJKS0sN0mwZtW+MhoxQvRw8eBDXrl2zqRxTnTRbpkpa4yFm9MVckDl9GblyNSaPtH6ZzuiUNUadtgRLdMUSHFknXMPWnNHlCFzVmbP2uqGhoQD4yxqcBSNbcHAw+3/97xA3n6Wkpqbi6NGjRq8nVKa5a1jyjXKUR1qr1doUqMqZ6+/NDbrb8u22ZYBEH0vaFuYZNMQaaWe14Q3tVW9oMjIycPLkSYcNkHPX+zNlOuo7ZE62pvqMbMUmQ3rRokXQaDQYNGgQ3nzzTezfvx8pKSk4cOAAVq1ahaSkJCiVSjz//POOlpfSiBAajZdKpQ4dVS4sLBTcyoSbl4liLRKJeAa9kJGmH4zE2EfDkk4K92PqLuvIXDX6bq13zF6PtLHnaOw5VFRUGHjUGH0x9+z0O5I6nc4hHnBT9+eoD5krPdKuNqQJIUa9qNZ2hC3VFVfhKEO6oT17lmDru9CQRgd3P3n97xA3n6Uw7an+c+V6vPTLNDWL0FR7Ze6715A6n56ebjaPtbPQmLXy1p5niQyOMKQtaVuagiHNeNVtaatc/S2xBGYQyFGxEoT61878DjXVQXBHYJMh3b9/f3z22Weora3F0qVLMWTIEPTo0QPJyclYsmQJSkpK8PHHH2PQoEEOFpfizljiQRPat9WelzIrKwuEmN7KhElTqVTIyMgwOSVGaJquqTJN5eMGz7DXI61PYGCg0fwBAQG8fy0t01a4W3E5yqtprGNn6WCGsX1ujXmIU1JScPr0ad4xRl/MbSemr9NarZYnv6117qgPrq3Gj7Ojgrr6Y8z1btlr2FiiK5bgrDpp6IGXhsRWY6UhAjMx15JIJAbfIa6u2Pp8CgsLjf7Wrxdzy6Ya0iNtL9YOMppqyyzdb92W+zN2jrHo4Yycnp6e7DFLv0NAwxjSXJzhmTQ1U0GoPrOysnDo0CGXf0+AevmMyc/UlX6dFRQU8M63FplMxpbpqO+QENQjbRyb5zY98cQTGD58OL7//nucPXsWJSUl8PHxQZcuXfDoo48aRPOm3H0IvXi2GBaWjO7qdDqDzrD++TqdDlVVVey0F6FRO4VCIXiupTJy0Wg0rExCAwjWlKlfvp+fn0HHSN874OhBC0twtCHt6I67NfrH6Iu5ezA3tdtanHXvll5X6LejrucOnR0GS+7PWl2pqKiAr6+v4NS6wsJC3Lx5E71797ZNYDtwdb0rlUoUFxejWbNmDiuT267bcl5DbNPFHUDmdqSrqqrg7e3N5rP2HpjyuNPDjV2be46pvI0parclRiWXtLQ09v/G+grmPNK2DF4SUr+bQ3FxMQYOHAiRSISKigqkpKSgU6dOBgPijB7U1taiuLgYwcHBFn2HmLTG7JFmZDd3n/rLBJk4Nmq12uT70BDk5eXh+vXr6NevH2QyGS/NWHvFnWVhi455eXkZ9HGdbei6+nvibti1SCgmJgYvvPCCo2ShNAK0Wi2ys7MRGxtr0oDQ/818cFUqFTIzM5GQkMBLswRTo+FCDayx80x5C/U7G8bKsURmjUYDhULRYJ0NnU7Hm0LoyKlqtuLoqXGWeqSNlSfUmTS1t6gl2DK1u6SkBF5eXmbXXxv73RAeaa43zdnrpV2BqbgNtsp25coVAECrVq0QGRnJS7t58yYbpMcYrq4Tc5jy5pqaknnhwgXU1tYiKirK4W2hrYZ0Q8Btdxz1Pms0GvaeTdW5fpnBwcHIyckxmpdpG61pLyw9z9GYMhiF9IG7hEO/r+Dv74/y8nKz30tr9Iz7LWCi2dfU1MDb25udfl9TU2PUkAaAS5cuISkpyarrNQTOnjVjjSHNjWnjDm0n0y4qlUoDQ9qS7b1s+a4LtS3OwFkDKE0Bm6Z2M+hX5unTp7FmzRr8+uuv1PXfRMnJyUFGRobgeiv9j5v+R8gWr6xWqzXZAHENaWMYe+nNrQczhSUdb6aTwzWkrWmALI34qn/M1kZOpVIJRpW0Bkd7pO3No4/Q4ImxoImWIDRIwkztNvXML168iLNnzxot09h5+nksldEUxgwb5tlxp6U6Enf5GIeFhYEQIthRsFVGY/vZ2lOmtTBBtZxxzbKyMoMBKGPLKYD/2kJH9guYe6qtrXXo++BIuO+QqWvbYqQBhoa0qUEKbsfe2LdU6Pyqqiqj59n6XbcXU89QaHCBO6ilf66pOuPOWrBFb4QMccaoF7qure9HQ+7BbOvgQnFxsUEwV4Y7d+6w5ZrqR5pyfLiDzcG850IDPZYMFNjy/LizXZyJrc/9bsDmFvD1119HaGgo2/H+8ccf0adPH7z44ouYMGEC7r33XqfM06e4FqahyMzMNJgap/9ynT59mv0I6xsclo5ucUfQhV5eY4Y0t0xjo9eWTPO11CNtzpC2d2q3JWn6H1NrPdLHjx/HyZMnrRXTZPnu5pEWeubmvITmEPJI66cJYWwtlSX3bmvHWyjNmIzOGPF2F+MZ+K8OmeUcXIPBGRjrKArlcQQikYg1nkwZ9tbAle/ff/8VzCMUm4EbDCk9Pd3uWSD6WBMBmrmHhozaLeS1tfX90jekuYajl5cXAEAul5tsP5gAW0Jp+udxd9JwF4+0qWudOnXK4Jgpg8vU95Lb/7DlGQm12dyYIsbOsxahb4+zEdIxU1y6dAmXL18WTOOuUzfVl9NPczdD2pQuOdqQph5p98EmQ3rz5s1YtmwZ6urq2BGmxYsXQyQSYcGCBbj//vtx+PBhfPDBB46UleIGcEe19QdKhBoI5iNsypg01cmzNOCR/rW1Wi1r9DPly2QyREZGssct8Ugbu6Yl+dRqNevpcrRH2pRMjvJkWoOxTqkjPNKWPgNLEHrmxvSSqy/GOv5Ces1M7bY1CA9zrqm6s8YQsdQjbUynHTm125xOc6fFOxvu4AoA3hZt1nqkGV2x5HqpqalWy2oLXN101CCBNe0QF6aOKysrkZ2djVu3btktC1eXbJ12q09lZaXgFoy2wn2HmGsyusI8G2vfL279ZmRk4OjRowZ1bs6Q1vfaMp5lUwN/UqlU0Mix1pC2Zdsrc5irP1PGGJMm5MmOiYkBYL3RaGpgPSwszKjMQscYfdGfKix0PUe2ndXV1ey0dKFrWVsnDELvPlfvzM1stDStoamrq2MHXkw5MRzVP2PyqtVqlJWV8doWU7riCFxd1+6GTYb0hg0bEBERgevXryMmJgZnzpzB7du3MX78eLz33nv4/fff0aNHD3z33XeOlpfiYrgNnv7LJPSB5HqMjZ1r6QidUCPDGPP6ZWg0GvYDz0ylkkqlCA4OZqcgWuuRtuQ4F+5UR3uCTlmaZq9HmsHYOjpjiMVitnPgaI+0qeOO8kgbM6QZfbl+/bpR7xtTJhd9Q9rUPRhLFxpl5nYwbPHAGUtzlUdaqMwjR44YRE93Fo7sdDK6Ygrm/TRl1DrSyDA1eJmbmyu4bSCXiooKg7XQpurMz8+PzaNUKnH9+nVWZxk59NvpjIwMHDx40PSNGEGj0cDf31+wXFOYah/Pnj2L1NRUo9uimZJF6NnpG9KEEFZXuIa0vbrIDKyZeme577qQsWLOIGaWClRXVyMtLQ1arRZlZWVsXVl6D+bqVqlU4uDBg1ZFVTcXZIs76H/q1CmUlZWxv00Z0oQQKBQKq4NUCn1DmfKNvQvGjjH6YmoGhaMNG0IITp8+Lbjsyd7vQmZmpsExU/1KSw1pa2TRarUOD8zG7SOYeraO9EiLRCJWl6urqy3SFVvhDqroy6lWq1FRUeHwazYWbDKkL1y4gAcffBAREREAgN27d0MkEuGBBx5g8wwcOJAXKZHSNLC2E8j9OBub2m0KbplCDRCztEDI6NA3EDQaDcrKytgp6UJbK1m6PsdUg85QWVnJ++gYy2cMbkfCkvMs+ZhaYlybWutorExjXk139Ehbakgz+lJaWmq2TC61tbU8D48xg9+UASvUSeHWpaM6AdyZG8aCBTpyjbQ5jzQhxGDaqbPQN6hqamrYzoC1Hh5GV0xhSWRde9brC13PWOT+69evm723lJQUg3X8lkQOJoQgLy8Pubm5bH3qG3DM79zcXAvvxhCNRsNG6bXVkNavAx8fHwCmo0ILcerUKRw7dszotbjGE6MrXMPK3qUazPIUc4Y008HmXk+tVqOyshJKpdLsXsWM7uTk5LD6bm1cDXP7BDPfPXPvExdT7xQTMZ6LkN4JzYZh2mJrjMY7d+4I9oW0Wi1KS0vZGQ+m1tFyr6+vL0I42iN948YNg7L1f9uztaM+zCCcn5+fyT6Y/rfYVo/0sWPHcOTIEVtEtYiGXCPNIBKJLNIVW+EGedO/h2vXriElJcWhg9ONCZsM6bq6OvaDAwB79+4FAAwePJg9xkQspjQtuKOJ+h9doemmjA7od+osCY6h1Wp5HzxTHkihqd3MejEGtVptsGckt4zs7GxcvXrVaLqp48byMXLZskba1Mg9IcRg+g7TeFvrkbZkUMCUHIQQs1uPWYs9HumIiAijI7LWzAxg9MWYoclck+lQVNUR1Krrt+Mw5em15EOqP91TqyMoqlSiso4IDviYwtQzqKmpMYj2rn+eoz3Szth39urVq1YbZULvSUpKik2yCbUt+lhiSDsSY4b0hQsX2P9bu1bZUkOauUfGoLAkKKS1cmi1Wt73xVK47VVFRQUOHjzIGoNMm2rtM2Lq0dgsLW4bwugK09m1Z2o3g37bL2Tk6HQ6tl3k3h9juDJGCiEExcXFOHjwIK8MZrkJY7TrG9CWvjPm8pkbaBTC1PMSGhTR/44YCwbHzKSzxmg0ZsRoNBqeIWjse8KlvLyc1RdTs1UcHWyMGxTMWN3a813Qv3eRSAQfHx94eHiY7I8wW10JyWbNO2RPO1RTU2N21p7QbArmPqwNImsMIeeUJbpiK2KxmN1lRF9Opv1zdOyLxoJN/v/4+HicO3cOQH3je+zYMbRq1YrdI5IQgj179iAuLs5hglLcH7VaDZlMJuhFNuaRFmo4SpU65NcQVF+8g8xiDZr5iBHsoxCcTqJ/HQatVouAgADBUe2SWh2yqnTQiVUI8atBQKQSEf4eBvsy68tnbrRfH5lMZjZqa2VlJby9vQXX2QJAeHg48vPzDc4TMrK5wc2MyWRsyhH3+tZOkQL+WyPtDh5pY8+nqo5AXauDRE8m/Wi2+h04rjeNW09KpRKXC+tw9FIRzt6pRvX/q2Oghwh947KR1EyEdj7CHVpuuVyYD5FYLIZarcah64XYcvw2/k0vRqWq/vn6yIABtzIxZ6gfOkb7C9aB/r0bo6ioCJV1BLcqgONl+fC5oUSYrwIdmvkjROYcj7RIJIJUKnXox76goAAFBQVm1ylzscSL44wRdmNBEx19LZ1OZ+BFEIvFvDbx6tWr6Ny5s1VlmktjvHgAX5+B/9qLiooK3nIfUwNPQjDlMB5paweWxGIxtFotCgsLAdR3jmVyBYpLSiAWiWwe7OC2EYQQpKWlQakhuJhbjdO5GmQfv4GOiZEAxxtu7ftlql3nfqP0nxV3phE3jTvoyDwDxmvKDcTI6ChzLmNId+rUCRcvXrT4HvQNCaGZYVxZjME9lykzLCxM8DtuqoyamhpIJBJ2hxD9b6G1A3/G8gmtS9dH/1hVVZVFDilHe6S55Wg0Gp6OOGKAVf9byvxm3ksuQuu0ubIxNNS63fPnz6Ouro61d4QwNaPF0YZ0hw4dcOnSJaffP/d7Yizo293qQLXJkB46dCg+/vhjTJs2DampqVCr1Xj44YcB1E9xWrFiBa5evYpVq1Y5VFiKa9BodTh9uxQnb5Xg30tK3KnW1XvGDpyDr6ccccFe6BkfhBbeKoTodZCFOlfMb2662CsAP5/Lx8k8DXKr/78xOfGf5yQuUIteYUDrTioE+9S/qKYaUf3Gv0qlwTf/ZuKHk3eQUcbIpwRQgVf35qJVuA96hovRK0SHAMV/cnI/5swoo7HpuhUqglN5GqSXa5FXpYNKB/ie/BcKXS06R5ciSqpFD60O8v8/R61W4+zZswgKCkLHjh155ekbqFx0Oh0Ki0ug0QFyCSD+fxn1DWkhhBpbrVbLu45SqYRSqTS5xzFDfn4+T057PgxA/XMqra5DTrkKZSod/OT8ujY1C4EZ7Wc8J2qtDgdTC7EtJQf/phehpEYNoH4AotnRfegT64NHB7QGt7umb3ww5QH19cQY3QWVSjyz8RCO3zE0BkuVBDtTy7EzFRiSqMaMbsb3CtUnPT0dAJBfWYd1KdW4WGgYRb1KDexKLcOu1CN4oHMUXh7ZBlEBnkbL1K8/5n7OZZXhw7O1OF+ghZYA9XXzn1c3yk+BXmEED/vpILbxI63TEVzJrcDNomoUVChRVlYGZaUa4T46VNTluHSwlWvIMKi1BJdyynE6pwYl5RooZDp4Z5UhIcQb/p72BXAhhCCnSocbpToc23UVBRUqEELgKZdAU6ZCjK8YrQKFZ3ZYe52bRdXYeb0KBbUEeeVKiABsvLQXvdsnQlNC0NwP8JaJ2Dbj2LFjSExMZJdrGYMX24LU11VKZiluF9fgaka9ceyj0CA+VAc/nQYhEUpEw3Bqd3V1NS96sdB7BwCFlSrsvZqP81lluJ5fiQqlBlKxCCHeMgRChRFeSnhxjDtLYAYhq9UEf1wtw+G0WmQeOoPi/x8J85YBbS6lIrl9NUZ3iUIzE++WPkwbQQjBoeuFeO90LS4XaaEhF/8/RxaALPjIxUhqXolu/lr0CrJt+xqVFjh+R41zhRrkHk1BSY0GGp0OAXIREoO16BgmR1BMDaID+TOz9I1s7kye0tJSVFdXw9Oz/p5LSkqg0hIoPYJx+3YVcotqodWoIROLEKMth6xOBy9vH6sGgrj5iouLERISIphuKrI4UP/tYfSV0SuZTGZgiDG/hQbWMzIyoNPpoNPpUKclKK2ug6cH4C2XQCQSoa6uDlKplLcNpzX3x/yuVgNXsoog8fBGUYUWcokIASpDz7X+NSz18FWrNMit0iE/pxKVihJ4yCSICvBEkLfc/Mlm0Gg0UGt1yCqpQaVSg5KKSmSWa0E8DQelLYVxujAwAxhisRgavednKhgtEwtHaFq+s+Bu5WdsyZ7+c+Tqsikvui334OXlBUIIVGoNJFLLvlGpqakIDw832GFBo9Hg1KlT6NSpE7y9vVmZiqrqkHKnBjnldaiqqUOargDt40RoEeaDEB9Fg+yA4M7YdPdLly7Fvn37sGXLFgBAu3bt8NxzzwEAvv/+e+zcuRPJycmYN2+e4ySlNDinMkrw3clM/HOtAGU1Qt4jDUprNcgsqcHhG/VTgeL8pbgnSoz+zWTwlv0XedhYsLHr+ZX46qIS/+bmQK013ojcLlXhdimwY/V+TOsbhycHJsJTZHpqt0QigcTTDz9dKMQzB/5Bea1xD9j1/Cpczwd+EAH9mkkxqWs4vDXlPE8yM3WU22lQa3U4kFqIb46m4+jNahjcQmX9mvJzBfWjqp9cOIikVqEY0jYc3aP+66wwMIYOY6DqxDJcL9Hi2oks3ChS4lJOOdIKqqDR/f+oPQAvGeArFyHywjXEhORAU1GEQA8RIgNqQYJLEOAlh05HoNbqcPLybWh1gFpHoNEBGh1w/cAlhIRF4GqOGmIRIBGJcGb7UXTu2AEiEVCj0qCyRglIZKit06JapUGVSoNKlQY3M+9AoyMIv30byioV4kszkRhZhSh/T0QGeEBap4KOENbYBwClWov8CiVuF9cgNa8S1/IqcaOgElklNSjV0zOpCGhx7ih6xAehR1wQukX78uqKS2ZmZr0XqFiFXy8r8ezBfSiuFu6I5JQp8UuZEr9cKELHMDlGJcrQJoC/ZpiBawTodATfnszE239dQ6Xyv46QtwyI95OAiMRIL1VD9f/fyr03q3Eypxar5GEY1aneW8p9J/Q9MiqVCoey1dh6tRq1mv/uL8RHjlahniivqMLNch2b9sf5O9h3NR8Lklti5j0JkEmE18Qy6HQ63ClX4Z3dqdh+3vRa+DsVKvxWAfx5MxN9m8nhE1OO9lH/ecCZDqj+R1Sl0eLf9GL8fSUfe67ko7DS+Oh83Kn96BkfhO5xgegaG2CgK9wys0pqcKuoBhlF1bhVXI1bhdXIKauFRquDUqWCl0yEhLQTCPfzQHSgJ2ICvRAT5IWYIE+E+3pALOaXW6XSIK1Ui1tSgn8uKpFRrkNOlQ7av/lr59acOgoAiAnyROfoAHSLDUT3uEC0jfSDXGp6JkdJdR0OXi/AgdRCHLhai3IV007dNMgLAGIR0Cn1KAa2DMGAVqHoEhMg+Ez1KapS4WhaEY7cKMLRtCLcKRfe0u1AVn3EcBGARH8xukYBuuAS1KrqcPPmTbOGdH6lCgey1LhQqMHVYi1q/hJaZ6gBbtVf/4MzqegeX4hWPnVo469FM87gJ9dI4BrSeeVK7L6ch++PpuJasQamupZ/pF9HgEKEB4oyMG2AHC3DfVFRUQFCCBuIjItWq0V6mRb7M9U4katBnY6Z2fNf57ZKDZzOqsLprGtY/dc19G8RjMm94jC0XTjveQuh0Wrx16VcrD2QjgvZ5UbzVdXp8OfVUvwJoMOtAjzU1gcdO1rmlb+SW4FNl5T4N1eD/5qg/+QvVhIU59TiVE4tNqTsR7/mwRjfLRreaoKIYH/U1NQIduZjY2ORl5eHwopalEgC8e8NFW78ewEZ5TpoidAyo/pnvOToXkR7i9AxMxu9W+rQNtIPrSN8cfLfowgMDDQYJGaup9ERXMssgGe1GHnlKuRXKJFfocSt/FJkFtagSp0GmSIHKrUWKo0OErEIIm0dPKUiBHqIEHLlAnq1r0GzQE94i+pQrtIhTioFIfydMi5evAgdIfCPiMPxm8UorNGhJqcUyovncCkjF0W1BKVKUq9nf+8HAIhEQICnDEFyLRJCvBHuCbQIBeRB1YgJ8oJELPycdDqCzFIljt9RI6NCh8wKHW5XaP9/tlI1gEJO7psI9s5GTJAXWoT5oEWYD+S1VfDR6RDqJYJYJBKctVOt0uBiTjkuZJfhYk4FLmaXIaOYMdRqAOSzeQO8ZGgR6oN2UX5oG+mHdv//bDxk//VrysvLeQZVhVKNq0VqZJSpkVmpw6qzp3GzqBZ1Wn2jOQtyCdDm3BG0jfBD+2Z+aB/lj7aRvvCS138TSkpKcPv2bXTo0KG+fghBiZLgnyt3UKiS4GZhNW4WVeF6bhmq63RQagh0BPDYvgtecilCfOTw1NUi2FOEEA8xQrxE8MssRXSgF0J85FCr1ZDL5VAqlez3tEqlQXFVHYqqVCiqqkNBRQ1KazQoqa5D0f8fzy2qgUQMhFw9BoVUAk+5BMHecgT9/1+wjxwBXnIEeMoQ4CVHoJcMvh6yeh0UiaAjBEUVtajWAGU1dSipVuF4thqVaoLKOgIViiBKOY2ymjrUabSoqqqCCIBcIkLY9XREBhfC31OOAE8Jiu+o4SsXwU8uQki5Ep4+Wvb5sG+aWovs0lpkldYgq6QGmcU1SM0pxu3iKhTvOYhqlRb46zhEAHzkYoT6FSIhxAeJod5IDPVBfLB3vR771QfOy8vLQ15eHpKSknjXyS4owcW8WpwovoYSrQKpeZW4nl9p0C/DlVsAbgEAwv0UiPeXINZXDGVIJQa19oBCav+AcGNCRGwcxqmrq8PevXuh0+kwbNgwdorVoUOHUFBQgLFjx971oxSWcvbsWXTv3h1nzpxBt27dXC0Oy8ajt7DijysGx8WiesPNSyFDea0GNWrDUUm5BOgXJcWoVr6YMLQfLl68CJFIhOLiYmh1BMrARPxwNg8HrxfyzhMBaBEoRoK/BHERwcgtrsTNMg2uFPI74wqpGOM7h6OnbzmCPcVo0aIFb2nBzr0HcarSF9+fyYNSb5Zeor8Y3WN84SsDKuqAq0V1uJxvGDClfagc97X0wWNDukIiIuwey1KZDGWSQJzK12HHhTsoqhI21hSSekPV2PiAWAS0CBCjS6gUPdvGw9tTjgtXb6BW4o2bxUqkFdUir5qY7Eg2BsQiwEsKSKUyqLU6VNfZt0Y0zEuENkES3NsxFm1jwiCViJBfocKOYxeRUsCZ0cDB31OKZl4E/l5yFFbV4Xa5Fvpq2ypQjJcf6IRBbaMgEomgUqmQnZ2NkpIS1NTUQBHREqv23sL5rDL2HB8Z8FSfCLTzqoRULEJQUBByC4pxIEuN39LVqFH/J8uojpFYOaY9xOoadp1qnz592KlQeeVKPLX+AM4X/lc/4X4KvHZ/O4xoH4HSkmJcuXIFMg9vHM7R4IfLlSjhDBS0CPXGG+M6ok8iP3p0VVUVzpw5gxo1wVllKDYfz0Sd5r+bD/aSok+UDJ1iAhAbFYnMkhocSas3yHR6VdknMQiTe8chqWUosm9dR1FREZKSklBUpcLhG4XYe7UAB1MLUSXgbbEEDwkQ4iVGbFggCAGUGi3ulNWioFIFexwOMokI0YFeiPDzgFKjRUGFCjll1gVJ0kchFaNTtD+6xQWidagXKkoKUFZWgfI6guxKHQp03riQXWaX3L4KKbpGe2Noh2i0jfRDiI8CBPUG+u3iapzPKsOJWyW4lmd5hGMhPKVA+xAZRnRvgcRQb4T6eCAl5Qyq6giCY1viQnY5ztwutfs6IV5SdAgGOodK0bdNNMoKcqHUEgTFtcHF3GrsuZKPc5z3Sx8fhRR1Wh1Pf7l0jglAF79a9IyQ4v6hg9jjOWW12Hc1H1tPZAreg59CglAvMYhOi2IlQbnK8KGF+MgxoUcMHukZi9hgvpf3730HcCJXg39yxbhVzNerQIUIIzpHQ1RTAqncA7m1YhxJK0atXgPUoZkfpvWJxwOdo+Ap53dEy2rqsONCLn46nYXzAga6hwSI8ldAo1ajWKljl5lwkYmBvvH+aOmrRq8WEWgZE47SsgqUqwgOnE9HlTwIR6/nIb/G/i+OWFTfTgcoREiICoNYLIJOR1Cp1OBOaRUKK1WorHP8l00uEcFfDgT7+0AhFUOp1qGwvAqVdcSgvbcVhVSMZr4StAr3RXSIP3QEKK5WIbu0Fql5lTa3fVxkYiDcW4yEIA/EhAWhvLISNToZssuUSC+sMmiXrUEsAhJDfdA20g8KqFFZXgZPvyCUqXS4kV9ld7soFgHNQ32QEOKNqrJiEAKIPbxxu6gS+dU6hz4HL6kIUjEAokMdEaO6Tsc6GRoz3nIJAr3l0OoIqlUaVCgdEzzMUyZBXLAXxOoaKCRAeGgoqus0qKhV43ZJjRGHmeVIxSJcXjmcGtKUhsddDens0hrcs3o/fBRSJLUORXKbMGiLMhAb6Am1qhZxcXFIT09HUS2BKjARmw5exY1SQyOpbaQvwuVqeHvIkV1SjRulWtTotQu+Cgnua+2PPkFKBHnWj/qHhYWhoKAAzZs3R36VBp/vv46DOVpeJ0osAtoGSdA+RIKubRKh1Ilx/GYx9l3JB8ehB4kY6BspxahEOaJ8xIiIiIBKpYJEIkFRUREKa3Q4WaLAjqulBrLJxECMrxi+chFqNATZlYTnLWTwV4jQP0qKHhFSxPiKIZfUj1yKfEKQWSvHrrO3cLkUdjWKEhEQF+QJqU4FiUgElZagWk1QWQfUCMjUWBCJgCh/T0QHeiLEV4GaqkqUVauQX61FXrXOpo6DXCLC0HYReLB7M3QKk+PyxQsICgpCeXk5qpQanMjTYOfNOoOOY6/4IEzoEY1ucYGQicX448hZ7LtZhZR8LW9Q455mUkxqo0DPTm3ZPYibNWvGBiIJiU7EW3+n4+jt/7w5gV4yTG4lQa/I+kHGHj16QKrwwPcns/Du7lR2HTRT/iePD/7/GQU6XLx4EWVlZQgMDIRIJEJsizZY83cqvjl+m2esje/aDE8NTEBJxhW0a9cOd8qV+OLvC9ibqeZ1XgM8Zbg/QYQnB7VFYUEe/P390bJlSwD1U7y27z2MvbfVOJSjRVWdXnAYAEEeIigkQJ1IZnQwSS4VY2DLEHSPC0KgnKC4uLB+TXZhFW6Va3GrgpiciWIOPw8pPGT1+3xXq+3rLIsARPmI0SUuGDJVGTxlEtSqdfAIDMP1/Cpcya2A0o4LeEhFaB0oRrdm3ri3exvkXL+E0JAgZOUXI69ah2ylHCk51cipsq+nqZCK0SshCDGyavRpGQ4vkQalpSWoURPkVuuQo5ThbE6N3dfxkQFtgiToEuWNvu3iUZiZBi9PDxRX1iK/RofrpVpcLtLaZZhFeIvwYK9EDG4dhsQgBbJupaFVq1b46+BxpJZqkV7nj3+uFQgOVkb5e8DPU4bi6jrBWRGeUqB/MxkGNJMiuXtrpP//LiOEEMA3FBfL5PjlbDbH2/cfvRKC0DrcFxKxCBnF1fg3rZCdhcLQJsIH90ao0TNCisGDBuHMmTPw9fVFq1atUFOnwdcHrmDTiWzk6Q38ecjE6BoTiOhAT2h0BLeKqnEpp9zAQFBIgD6RUiTFyJDgL0ZEeDgKCgogk8mg8QrFHym3cbpYiltF1m3lpU/k/7F33uFRFWsD/50t2fTee4WEFnqvUgRERWyooCiWq1z71avotdf7XTteCxYQRbGLFbkqSEcgdEJNgADpvSe78/2xnMNudhMSSEiA+T3PPpBT5rwz5z0z8868846HwrCUCHz0ddSUFSMQ1JqtS1jKhQtHKgQHnZTR6eKiA3dXIy56HS4GHXX1Zsqqaqk2c1qGZEO8jBDm64bOXEOgny9CUSivrudQXilFTgZUWoqvSSHSS4+3C/h5ulJRVU1NPRRUWyizuHCsEe+R5mLUK0R6KoR56PAy6YiMiKCy1uopeCCv4rTTVw3vzqFeBHi4UFddSXZ+EfUGd/bklJFbJU5rsBDA06jg72HE3UVPXW0tBpM75TX15JZVn1b70BgGxTrBcfb2mKzoFaweEvXVeHq4g05PUWUt2SVVnOZ8hUawl4nOoV74UElCkCdV5SV4+gVRWGdgd3YZ24+WaN55yaFe/HLP8NZ58FlEswzprVu3Ehoaqu0Vaxv182T06NHj1KU7T+iohjTAugMF9Iz2xUVv3cpn+fLleHh4aMEWMjMzARgwYADr1q3DGBDF19vy+WF7nsNMsDOC3HWMjTZw98X9CPb3IS0tzSHiYY8ePaipqWH37t0kdu/Dm7/t5ustuVQ3Mithi0GnMDRCz6R4F4LcT7jl9e/fn7179zpsp1BVL1iZVcfqfCMH8k7eAXHR6xidEkyKqZhugXrN5cvW/Ts+Ph5fX182bdpEtx6p7C0y87+d2fyYdtDp7KmKUafQOcSTIEMV3SP9SAww4VZbhKvRMcprWFgYGYePUlQtKKqxUFQtqLAYMXgFUFZdj0GvUFxUSH1dLQadglEHHm6umGtrMOjAoLMas0JYGxiLBaJjY7EIOHIoE6MeXHQKcdERhAf542ky4OlqYOeWTRgU6NazD6v/2oS7fzC1Bg+OFVezeU8mJTVWV6eKOoGHuxsGvQ5vkw5DXSUR/u4M7hJLcqg3SSGedu5Mu3fvpqysjIqKCurQow9OYH1GIb9tO8SBYgtNjRn0ivAk1beOOycPIcDL6j6v7lUbEBBgF7zEIgSbC/V8lV5JVmnzBjiSgj25Y0Ag/vXW5Qyq7gOkpKRQWlrKkSNHGDRoEAcPHuTHbdnM315l5x4V4akj3keHu7cvGw6V2rmgB7gbeGhMDMF1OQwbNgydTsfOnTu1wEjBwcHU1NTQs2dPALZmFfPQF2nszLHvzLoZrOshKxoYwS56hSnd/Bkfo6DUVRMfH09eXh6enp506tQJsEaLVQNKRsbGM3/5blbkNq9T7uNmZHRyMOO6hjAsKQgPk4HCwkK2bbOuEw0PD9cCH0XFxpNVqeOndTvZX2wms8RCcY29QRzoaSLSz40IXxPxgZ7EHZ/tiAv0wNfdhfr6elatWoUQgl79h3C0pIpDhVYXuKyiKjbvPUxelaCwRqGqzqzJGOIOoW6CMX06Y8k/SLiHwKR3dNlUvQbqzRbSs8vYdKiIjQeL2HSoiMOFTc/edArxZFRyMKM6B0P+AWqqKvH09KRPnz4O+yeHhYVx7NgxOqX24/0fV7M930x6MRRXNa2XCpAYYGJ0t0iGJQXSJ8YPPRZWr15NeHi43bIU7R35+JCZU8T2fDO7imFLdg3lJ5mMUIAYbx2pwXpSgwzE+ejQKQpeXl4YjUYKCwvx8vJyqL+zKyxszatna56Z9EJHT5CGRHrpuCDJn87uFUR46hg5ciRgDSi3a9cu4uPjtei9w4cP5+ff/2RVVi0rsuo5VHbyNiHBR8cNQxMJrT2CyWB937Y6CdY9k7t06YLFIlhzoICF6w6xZEd2s2a7+sf5c/uIBPpGuLFp0ybCwsLo1KkTaWlpuLm5kZycTEVFhXW/dEVhX7Unn6TlcaCoefVPrK+BERF6BocbcW3g9Ofl5UXv3r3JyckhPT2dIUOGsOVIKd9sPMz3W444nWm3xahTiPFW6OSnJ+n4LzU5gaioKA4fPqyVe3R0NIcOHaJ///64ubmxdPlKyo1+HK1Q2Hq4kAOFNRwqqnYYXACr4edjss4cB7obSIkNJ9THlRBvE4HuRnIP7sFTb8bVoDBixAh27txJdXU1BoOBoqIiUnv24o81G8mvFhRUWajSuVFQJThSXEWZ2cCx4krMQkeN2YKrQY9JZ8HTqNA5KhB9ZRFB7grxIT50iQmhPOcQMeEhhIaGkpaWRp8+fdDr9Zr3WU29ICi+Kyu37iOr3EyxxZUdWYUcKalzaoSF+bgS7lpHrLeeWB8dMd46fEyNLwfo3r07rp7ebM3MZeXWvRwsqqGgzkhOlUJmvuNSMaNOoVOoF6lRvqRG+tA9whdL8REK8nK1a4YOHWq3PKm4spZdx8rYdayUncdK2XWslL055U5cta0zoclh3nhbyon2tso/KCWGlE4J1NTUYLFYtLJJSUlh165ddE3tzXfL/sLsHc7+wlq2Hy1hT06ZgwGsV6yz7KHHf4O6xlGdd8g6AOCi0KtXL8rKyti3bx/Dhw+3ejAWFrJywxaqFDfKLS5k5peBhz9ZRVUcKaqiqKwSMwr1Zgtergb8PN3wdTcS6GnC20XBXWemrryIiEBvgr1dqSkpYFj/XqRv34IQAi8fXzp36UbFcXfwwopasovLKak2U1ptJq+0kowjOVTUCSx6E1XHg+8pgJerEX8PE7r6KjyOL6/zclGICPTBUlVG326dOZq5F4PO2hcUgMndi3qdC4HhMRRX1rJyw2ZKawXufiHsO5yN2ehOabWF7OJyqix6TEY9Hi4GvN2MRB9fphTl5064twv5mbvwc1UYOWIEK1asICEhgYiICAoKCti6bRtF1QKdTxiluJKRX8HBAuuyqEOFlU7rsXAfV3z0dYR5KkR66onw0jFl9EA8DNYYOGvWrCEwMJCioiJiYmKIiooCrEs1vl6ynNx6V+JiY5nQvfkBP88VmuV73atXLx5//HEee+wxAHr27NmstTzqvmaSs5cB8QEcOnSIjIwM+vfvD0BkZCQZGRl271bd/7RXQhiDu8Uz5n/LWJ8H/ztQxeEyi12j426AHsFGxiT5kOBWhU5RCAnwBcDPz8+hI+bj46OtIzaXF3JhcDmDR7ix9GAtq47Uk1/lWCl4GeHSnuHcNDSOw+lb7M5FRETg5ubmdIsCN4PC2FgXnr5+OL+kZfDp6r3sLDDbPcPfVUdKiDsX944h1lhKRJAfBw7Y76/dv39/9uzZQ1FREV5eXtr3cjTrMP26dCHBy8Iwr3yyKyzsKxGUVJupNQvcDArxYQF41JUwcXhffL29WLVqFZGR1tmGSrPiNOhJYGAgx44dI8xTIczT2nC7u7vTr183srOzyc/PR6cLoaioiNjYWPbt20dERDje3t7all/du3fXjB2AAQOiqKysZJvhRAczMcGburoqfH19yczMINhdR3JyMiEh3hzz0SHq8/D1rCPStZh+PeyDlQ0ZMgQhxPH9Vl0JDPSna9coh7yAdVZIXRpixAy5exjoAQMHulNrFuwvNlOs96XSrCM7Jw9PF4VILx0XDehCgIeRHTt24O1qwGKxaHvZgmMkWJ2i0DvAwthLo/hh61GWZDm6ZqoEeRr528gkrh8UQ0FeLrt359O3b1+7awwGA4mJiSQmJlplNxoZEGbgurEjuP29P9iQY+1ZHim3rsflSL7d/cMjDTx9eW/c9IJdu3Kor69nzZo1Ds9Qt606duwYQXodD/RSWH7YxFf76ig7vg7Xan+d0BUFGN3Jl3svSCD/4G44bjiFhYVRUFCg6VV1dTUZGRnafb6e7oyOMXLHhcl8vXI7m/PM7C0yk19pddPzdnchIciLHlE+jEgMoEuIG5XlZQhhwcNkfYe262Htxm7NdYjcw0yIc7E7n9wtFR9v6xrkw4cO4ubmRnp6OhERviQmRtqVh22UXx93Iz7uRlLCvLXzy5dby3j48OFU1JpxM1oHvFRDdsSgWNasOeYQ2Ec1CrXAf3odKaGepIR6cv2gWMAadC7tYBHpRwrJys4FIfDQW9c4XjdhGBm7d+DqCinxAazPtwaSKy8v1zqjtvj5+XHs2DF8TQrDIo0MizTi4enJ9iMlHKl1o97kTWFFLXpFwd2kJ8bfgwgvPUpBBgnR4dogCMDhw9Zvtri42CGYE1h3A1AUBT/XYoZFgqWrgUOlFrLKLWRXWKisg3oh8DRa3XN7x4fgUVuIm8Gx3VfrUV9fX5KSkvjrr7/szod66LhszAjWrFlDTb1gV6F1prqw2kJVvXVmtVNUCD1jAtDl7yfEQ4d1/a29e6D6nsvLrXVt586dre/c1cC4WBgX64LiF8Wna/ZZ9bNGR1WdBR83I7GBHgxJCMC/Kotobz3Dhyby558n6jXViE5KSqKkpESLuqvTKQxJDCTJ28J9IyNZsreUz9Yf5lCh/aCVl4tC7xA9FyX7cfHg7tTV1Wnfk7rkSN3mqrKy0mpEA+5ubgwJdifBxYQuKJlP1x0i7Vg12WX2uhjlbaCLv8K1gxMRhYdQFIXevXtTUFDAwYMHtevUIGHqcpHa2lrivODGVE9G+7tjCEli2dYMDpbUUVkPtTU11s6/p47LRvYlxlvHjq2bAWu9kJSUpNWZtnVndHQ0sbGx2jEvk4HEEHf8Dx2iWwKQYAA8qakXlNcJ+vbtR25uDrlHD+NusLZXNTXWYHt9+3bV0t21axcWkwWOh4AsKSnRBhDV53q4u+HvpsPfDfDTA9Z+SGhoNBEREWzcuBGw9lO3b99OfX398TYqxGbwqora3ExcFOve4bb7fKsBHwFGDhuMi4sLhvJsTefWrFlDrdmF7AoLicndcHEx4OvuQpi3K3+tXYXare7Vq5e2nZ6fn582aN+pUyctgFZxcTEhJhM1x/bSLwj6BZkIDQ2lc+fOFJWU8svKjdSahbaczsekMGrkMDvd2JJnrasNBgP19fXU1tZqepCTk4PFYmFQQhiDEk4s+akzWzhYUEHG4WNkHs6ic1wUKfHRBHi4oLOpGwH0mBFCsHbtWrvnqs+oLC0i0U+Pu3sZ4+KD8POLweTmwZH8Ev5K24pOsfarPIzQq2cq+/fvtwb8qz9y/P1Z8fb21urgqqoq3Nzc2L5tG74mHRMH9+Hw4cPk+dYxYIB1zb3ZbGblypV07tyZ3butsR+6drUa9yaT7sT2bH5GPDx0+Pq6c6SuCEut9biiKGAxWycFTAZCvK39leXLdxDv5UXvYb3Jz89nxw7rUgp3d3cqKxsOilgA+yjVCQlh7N9fSW1pPgabiZXAgABt7X6XcG/rfuNh1uBggwYls2ZNESdiHXho6XXv3h1/f3+7Z+Tm5rIrR0dUVBSKomA0GqmtrdUG3HWKQoCbQmy4m11ATyEEu9LTOXw0h2qzoF//AXiYrJ4ANVWV2rejcmjvLsrLy/HyssamKSoqwsXFxa6trKioIMhdRxC1jDgPjWhopiE9bNgwYmNjtb/V0SKJNerkE088weLFi8nNzaVTp07cfffd3HTTTe0tWquhdqrVKKvu7u7a9jwqaiRUtXJN7dqZUf7+jFi7lup6QX6Vhe49e7N/Rxq+JuV4QKFqQNHusb3f39+fwsJCgoOD0el02hp8VQYvF4UpSSYuS3ShyuTP5oxcyuusM0q94oJwry1i8MBkXFxcUGPDhoWF2UX6bGpvZ0VRmNA7njHdo9i0aRPllVX4h0SQEBPJ7p3b8fPzo6KihOLiYg6UWRvIxMRE9h13DzSZTHTv3p2qqiotqiJYO+f79+/XZogmDuvL5s2bsVhONCgjRth7JahRQ21jDkRHR+Pl5cWOHTsAaye2T58+uLm5sWHDBqqrqzUDQG1kwNqBVkerq6qqSExMJDc3l4KCAnx9fQkNDdW2PtmwYYOWho+PDyUlJdTW1nLo0CG7zpttdEfA6ZZjYO2k2M4Gl5WVUVxcbBfoZNeuXVRUVFBTU2OnF7a46BVSAgzA8cGLgBMNWeeYMO0ZFouFXbt2nXTvToCQ4CAGhecxc2xXDpbr+HNPHjsP5VFWUYG/q3VN9uWDuxAZEWbXyWi4V3nDQGUGg4Ha2lqqi3P5ey9XNmSbWXqont2FJwah3Iw6ugUoTIhzIcFXT1TIiVnz3NwTMw1xcXGEhIRw5MgR6uvrKSgo0PRNpyiMijYyqWckGwv0/LErm4y8MgQQ6KYj2V/PkAgDgW71ViO6gYzqtiN1dXXa7LqaP7VTXlpSQtdAA10D7ZuNfv364e7uztatWyk6ugvbGGaqEWE7mKEajHDie7aNJKwoCq4GBVejjvXr19ttwZObm6sNUoBVh1SvGID169fTrVs3cnJyOHTokF0HRFEUPE1NN3mRkZGUlJTQpUsXLaq+2WymtLSUXbt2UVNTg6IopKSk4O/vT7CXKxEU4OpaQM9Y6z6b0dHR7NmzBx83I6WlpVreq6qq8PDwoKKiwmEP3iFDhmj1qe25ivJy4nz0DAj2JSUlxe6e2tpadu/eTaFR0drjgoICjh49qg08xsfHaxFjIyMjycrKIiwsTIvQrKJTFGJ99MT6NLK2zVJk9Ydsgm7dujkN1BcREYGLiwtxcXFkZGTQM9hAz2Dre1A7/716JeDt7c3y5RnOkgZORMtVvwm1frAd0BVFh5mafKI+sA2mU1NTw9q1xzQDfPDgwccH9ay4uLgQHh5OTk4OpaWl1NbW4uLiYu18Hh9svGPkCG4fkUBBRS2HCisRFgvleUcRFQW4urpSX1+rDZIkJycDJ9oZ9RsrKTmxxrl3797s3r0bRVEIN9UxNcHC1AQX6nTe+IfH4OPtSZCXibR1VjndqvOpUo1XLy+8vLyora3Vvqe4uDjghCFdU1OjDY7qFIXBnUIJECeMUz+/cFxdXQkMDMTf388uurCtoayWj0rD96xue2nrkaC24SaDQvHRA9SWl+NhtKYXGhpKRUWF3X68FovFYTBL9YpRCQwMxGAwOHgQgFW/beVS79Xr9Zo3ZUNcXV0JDQ3Vvjmz2ay1X7169dLybLFYKC4u1gY1gwP8cNEXE+laQ1SUNW3bulr1JFI9DN3c3NDpdFq7phrShw8f1upA27YXwM/Hm3EDe2iTFA0RQtjJGxgYSHZ2tjYIlJubq9WNDbcFNOp1JAR5UnSwhE5+eiK99AR5mbR0TSYTer0eV1dXampqHCKh9+/fX+uPqM+vrKzk4MGDdn0DdVAfrPpq7Tc17tWk7hSitm9gbS+MRqO2RRlY2xN1OZWnp6d2//79+7FYLA71a0VFhRZ80DYKuK2+CCG0ukTVYds+bsMo8g1RvwE1D7ZbYMXFxREdHa21IcXFxezduxew9p9sv62G5OXlORjS9fX1KIqife/u7u4cPnzYIeBlZmYmMTEx1NfXc/ToUVxdXcnLzbW2rwaF7APp9OjRg+qqSq0vYYs6aKmWR48ePThw4IDdgMemTZsA7Nrl841mGdLLli1r8u/zlYqKCsaOHcv27duZNWsWycnJfP7558ycOZPs7Gxmz57d3iKeNrad1GPHjqHX6/Hw8NC2hrDFtqOnVtxeXl5QVsbgrnHERfrSOWiww8imrfu/auipsyiKTacBHPdiVBSF5FAv3GttXLTri1H0Okwmk11HICIigtraWq3y7NGjBwUFBQQHB2uVn+1MAhyfURwwgNLSUm3kWnXbVjtIHh4e1NfXExgYyMGDB6mrq9OeqxpaiqLg7u5OTk6OlgdPT088PDxwd3fXKiw1n7bodDrKy8utrkheXnTr1k2reENDQzEajeh0Oq1BGTBgAFlZWdoAiK2beUxMjNaxVxsWNaIm2Buato1nly5d2L59u9PtOJq7b+C+ffu0DpzaydqyZYs2MFdeXm7XGSkrK7ObJffx8cHb25vs7GwsFoudfD179tTKVS37uro6zVgwmUz4+fkREBCgGRndu3fX1htreiUEfWP9iXKrI92UDZyYVVew2JWPOhoM1ndZXl5ut6UHnNgW7MCBAyiKwrSRXbk/JISy6jq++99KDDqFIDcF43GX4tTUVHQ6naaj6uxI7969Nd1QFIXq6mp27nQMBOimM5Os5JDcBcDaQJvNZm2fTlv5+/btqxkjiqKQn59PQMCJWQvbzhKgddZHjBhhN5hQXl6OTqdzWCZhi3qvi4sLgYGB2sCMytChQ1mxYoWmp4WFhQgh7IxosO/Y5OXlOZRBVVWVZkSr6ajYRvKtra3Fy8tL0121vENDQ0lISABOfAvl5eWUlpZqsggh2LFjB1FRUcTFxdkNDvn6+mrPUL9pONHJDg0NtZvxAus3aVvODQeivL297dKqrq62bnF14ICWP/WZtp3ukJAQAgICcHd3p7S0lOjoaC1vYK1rbGf7ToatS3VDhgwZopVhv3792LFjBykpKVpbAfb1hLpUzGAwsGnTJioqKrRyaWhQlJeXa8uJVPz9/fH2PuF1YIutblVUVODh4UFhYSH79u1DURStU2o0GrXvVr1PfR6gGXnOBgcCPU0EeprYs2cP5ZWF1tl9Pz87udPT0zEYDFrbotPpqKio0DryqhtxYGAgeXl5dm2b0VKNS1U+UVH+rFlzwtivqqrCx8dHW9YB1hnOyMhIysrKtGepbZ+t0dK7d2/0er3dc4KDg+0itdvWXw0792razjwcFEXh2LFjeHh4EBISQlJSEoWFhZp+qnVDQEAAMTExeHl5WbdVqqvT3NBVQwROLHOwRb0PrJ121ZBWI4Mrjez/PWjQIKcTPykpKZqBrbblqjGhtjUq4eHh2nfp4eFB165dWbVqFQcOHCAoKAiTyaQNtvj4+GjpNWzP1fo2JibGzuAE6/eanZ1tZ7D5+/vTp08ftm/frhlmJSUl+Pj4sG/fPq0MevTogZeXF9nZ2RQUFJCVlWWXtu12U/X19WRnZ9vVQ2raGRkZWt3ZqVMnKisrycrKsvv21KUuqsHdVL0PJ9oRtY5zc3OzM3QDAwM1N2FVxp07d2oyqf1DvV5PXV0d2dnZ2uRA586d7QzpprYosx146d69O+Xl5dpOH2ANlGyLEMJp1HSwttNbtlg9HRVFwWAw0LNnTzIzM7WJgaqqKkwmE8nJyVrdYjAYtIkClZMtf224L3p9fT0ZGRm4u7treu3v79/oBAZAVlaWg76BtY+1e/du8vPzndxlT1JSEt7e3ri5uVFeXk5t7YlBw9jY2Cb31T7XkWG1T4M5c+aQlpbGJ598wrXXXgvALbfcwvjx43nyySeZPn26VkGcragjUampqezdu5f4+Hj0emtwH7UyNJlM1NTUOB31bbjm22Qy0a9fP23Nk61bFVgrpaCgIId0lONr8crKyujVqxf5+flaB7NhRycpKckhXXCcgfbw8NBmU1UaGkIqto1qVVWV1kFR17+p9OrVq9GRS1vDoGfPnlrlmpqayqpVq3Bzc3O6Rr6yslJLMywszK6D07lzZ6fPMhqNWCwWzeAJCgoiOTkZnU6njTbbGk0qtg2ROqJusVis7m0Gg11HMSYmRjPkGzJs2DCqqqrYsGEDgYGB1oBuxzvt4eHhhIWFaQ2EeryhgREbG6uNRsfGxhIeHg5YO/SrV6/WOk3qOj0VVR9UN6WYmBjNo8a2YbQd5dXrrfuGZmZm2hlnXl5e+Pj4cOzYMfLy8rSOVlJSkiYPQEJCApmZmQ57bzecVQ8KCkJRFLzdXIj2ttdbdWYXsEsnJCTErkMWGBiodXZUN0CAtLQ0hwZx0KBB1NTUUFJSYuey3VD31c7E7t27tTW8tqjuXOoAWdeuXdm5c6c2W9dYJ6myslJLW+1gK4pCjx49OHz4sNbxUBSFoUOHUl1dzV9//cXhw4e1byw6Opq8vDwt3ZycHFxcXLSOa0PUsrG64tnv36koCjt27NA6f2onLCgoiEOHDtl9W+r/bWcwbL1ODh8+bNdh9fDwIDo6WvvGbY1atd4TQtjp+aBBg7TnqHpru78yWA3n2tpaioqKcHd3t/MYUCktLbXLa3h4uBY4zs3Nja5duzrc09AQjYuLw9vbW+sg2tKnTx88PT3x8vLSjHjV4OzXr5/dQIB1SUk/hzRsdTgxMdGu3rYtY39/fzp37qxFm2/obthwy5YBAwZQUFBAUFCQNoO8du1aamtryc3NJSQkRBuM69y5s9077tmzJzqdzs4zJjU1lbS0NE2PbMnKysJisRAWFsbevXvtBiL8/f3t6kc1n2pn18XFRbvezc1Ny39wcDC7du3StjwMDQ3VvIQaLusAHDwTwFrmtt4xOp3VO0LVtZ49e2rln5CQoLmWN5zpUutyZ95aXl5eWp3fEFX3KioqCAgIQK/X4+/vr9X9KmFhYZocah2nzizW1dXh7u6uLZepq6vT7rXd3QCs/QHVwIyOjtbK2FlfwPZYYmIi5eXlFBcX2/Uz1Hyr+UhNTbVLJygoiB49elBeXk5kZCSKomguxar7uEpz4gLFxsZSU1Oj6cvgwYO1Mm+YT71ej7u7O5GRkezfv58jR47g6uqqGYaRkZH4+flp96h1kre3N/Hx8WzevJmysjL8/f0RQrBq1SoHeSoqKsjMzNR0Xu2HqYNJap2QnJysyacoCj4+PuTm5hIYGEjXrl2pqqqyW7YSFxfn0Ab27NlT26KsurraziNN/TZVQ9O2jVXralsjuqEuqgZ/ZGQkVVVVFBQUaGu54UTsA1V+s9nMsWPH7MpPbcNsDeuUlBSCgoK0wQvbrfV69eqFp6d1L3U1bVdXV6qrqwkMDLTLnxCCiooKTedtvXuHDBmivZvU1FR8fX1Zvny55nESFhaGEII1a9ZgsViIjo7W0rVty319ffHx8dEMZ9stPVVPSZ1Op70n2+9z4MCBbNiwQdNnk8lEly5dcHNz074RDw8PsrOztbpJr9fbyXI+0ixD+qOPPjrlB1x//fWnfG9HZ/78+YSFhXHNNddox3Q6HQ888ABLly5l4cKF/POf/2xHCU+f5ORkqqur8fLysuscubq6UlFRgdFoZODAgS1Ks2Gj31xSU1O1tbNqJzAwMFBzb/b09KR3794Oo8+NGXunSmxsLAcOHMDNzc2uogdrJdyYS3JCQgLbt28nKirKriI2GAz07t27Ufce2zVVzgYZnNFw67moqCg7F0Nnswpg7Vjl5+czZMgQhzRsjTvbGVKVIUOGcOzYMc3138PDQ5upUhulyMhI4uPjURSFYcOGsWLFCgeDKCUlhby8PK3DMnjwYAc5VeMsMTHRobxtDYSoqCi7NUJGo5HU1FSHmXVFUfD09NQGjjw9PYmNjeXYsWOEh4dTWVlpNzJs2/CCtfGynSWylSUuLg6z2UxMTIxdB1WdlfD19aVLly52Ouru7q416A07C15eXiQkJLB//367BiwqKkr7FuDEIIvJZCI4OJiysjIyMjKcrrnq2rUrK1da9wR21igOHDhQm90D63c3bNgw7b2qDW+/fv009/+jR49q62VdXFzsOrU6nY6YmBjCw8O171Wn09nVC4WFhURHRxMXF0dcXJwWsEzthJhMJnr06KE9w3bGPSQkhE6dOrFr1y6to7BmzRrc3NzsZunU9+hsUMhgMGhBlsDqlREUFKS5scMJPUxNTdU6sH5+fnYznQ2NAH9/f/z9/R1G8FVXPXWwo1+/fhiNRoqKiti1a5dDkM+oqCh8fX3Ztm0bZWVldmuTm9Ox8fLy0mZ/FUXRPCxUGby9vYmMjCQ3N1d7L2qnsHfv3vz111+aR01zaGjoqTScfVR1zNPT02EwxBmurq52ZakoCgMHDuTPP//k0KFDmnGgrpO1RdVH2+/Z29ubkJAQzbANDAwkOjqaTZs2aYap+o4MBgODBw+mrKwMb29vzXU/PDycuLg4uzrUz8+PI0eONNlGgNX4MxqNDgMq3bp102YBm4Ofnx9VVdZ4FrZ1ooeHB8OGDaOmpsZpm6N2tBuiKIrdEj9bBg4cyLp16xBCaG2LXq+na9eu5ObmUlhYqLm6qzRsP0JDQ+nUqZNWH3Tp0oW9e/fi6urqNM+enp4MGDDAob0fMWKEtryhYd3Z2KyZwWDQ3rltTBNb/Pz87PQkNDSUvXv32tUnAwYMaHLJmC1JSUlkZ2fj7u6u1Tu9evVyGNwH6/cSEBBAeXk5OTk52oBMw7q8S5cu2kCwOjBmMBjIyspCp9PZDQ7169eP0tJSampqyMzM1PLRtWtX7R2qAWXV9rLhZIkqq3rczc2NESNGUFNTQ0FBgYNLOdh7OjQceFYUhf79+7N+/Xqt7lex1WG1LlZRg/WC9XtNSEjQPCJs+zrO0lNdrNUy0el0DoOVav4SExOJi4vTBoPLyso0I9qW5ORkDhw44JD/gIAAra6znVGGEzpYWVlpZ3yDdaDRZDJpA3lBQUFERp6IFeLn50efPn0QQnDw4EHNG2nTpk3s2LEDs9mMm5ubFudIzavaZiQlJREaGopOp6NXr1789ddfdOrUyen7CwgI0OpBRVEYMmTIeb/Ut1lRu1V31lPBmavNuUBJSQl+fn5ccsklfPvtt3bnSktL8fHx4bLLLuPrr78+aVodOWp3YwghqKysdKgM2gN15nPgwIFNGswWi0VzcWpuY9faVFdXO7icN4fa2lqMRmOz77NYLBw6dEgbdGjMDdIZtiOYtgghyMvLQwhBcHBwi/JQXV1NTU2N3QACoAWy8/HxISIiAm9v72Z1FOvq6sjMzCQ6Otrp9Wogm4YNdVOoQYAiIiJISEiw05fa2lrWrVtnNxDQ1qiBiWxd105GRUWFNmMbERHhIKete3NDamtrqampcbq8oDHUby82Npbg4GDtXQghSE9PJzc3F39/f2JjY5udrhCCnJwcysrKSEhIsPtWi4qKKCgowN3dXWv4Verr6zGbzZSVlREQEKAtaaivryctLU2b0VYHV063Xdu7dy9lZWWEhoYSERFhV7fU1NSQnp5OaGiog/F2srw7q1fz8/OtgZgsFvz8/EhKStKMsdLSUi2oUVhYGImJiS2q30pKStDr9XZ61pSeqFgsFhRFaVEZms1mqqurHYwFtRvSMBZEVVUVeXl55OTkaG6czc2bNVCQdWCpW7duTj1wGqOuro7c3Fy7gR51hhys7rt+fn6Eh4fbtTmFhYUcO3aM+Ph4p8ZyeXk5JpMJi8Vi1w5VVVWRlZVFZGQkbm5umM1mioqKqKysJCgoCFdX1xbrqsViaTLWREegrq6OwsJCfH19mz1A0JY0R+9tqa2tJSsrC7PZrL271sa2HRJCsH79em3XlIbrUoUQFBUVYTKZtG9MXbesfmM6nY5BgwZp31l9fT1btmyhvLyc4OBgkpOT7crgyJEjZGRk0LVrV4cBZCGEtiSoNftUjb2HqqoqawwNJ+262WymoKBA84iwpaKiQlteZ0tubi4HDx5Ep9ORmJio9U/q6urYuXMnxcXF9OrVq0X9p5NRW1tLfn4+QUFBTvurtnm3WCxkZ2fbGftwYg1+Q2x1RVEUtmzZoi1ziY+Pd/CQLS4upq6urtkTNCp5eXlUV1drkx3nO80ypO+55x6Hwvriiy84evQo48aNY/jw4dpo2erVq1m8eDEJCQncdddd3HHHHW0mfHuyc+dOunbtyt///nfeeOMNh/Pe3t4kJCRoHRxb4uPj7f6uqanh6NGjrFq1il69emnH9Xo9Li4uWoPYELXSVrclsMVoNGqBXBqu81Dde52tQQS0RrupdM1ms9NZPbWCaxjsAawzSDqdjtraWocBFoPBgNFoPGm66vpAW1xcXLT1Mw3XUDe3DJtKt63KsKl04dwqw1NJ93TLsLF30xpleLa9G1lHWNeKWywWh3OyjrAi64gTyDrCyvlWR5wt/QiLxYLJZGp2HSGEoLS01Lqs6PhgdUvKUDXu2rsMz9c6Qo3R4ePjg4+Pj9PAfI29m4qKCsxmM/7+/locgvOtjmjrwcRmuXa/+uqrdn8vWLCA1157jc8++4yrrrrK7tz999/PL7/8wqRJk5pc+H+2o47yNDZb5O7u3mR0QmdkZWXZjXz5+PgQFRVFXV2dw/pROBEkKisry0GZIiMj8fX1paSkxCFoh+q22nCrB5Xk5GRtPWzDLaJCQ0MJDAykvLzcwfXM1dVVGyE9cOCAQ2WYmJhojRqYl+cQoCIwMFCLnmkb4AyslZLqFpaZmelQCcTGxuLp6UlBQYHDGlE/Pz8tyFjDvCqKoq0dzMrKcvjQVRfs4uJih7Vv6noxs9nstAxTUlLQ6/UcO3bMLlAQWGeN1IGnhkFB3NzctIBAztJNSkrCZDKRk5NjF6wJrG7fqmtQw8ASLi4u2lrujIwMh4o/Pj4ed3d38vPz7YIngdUVNTw8nJqaGgeZdDqdti7o8OHDDpVwdHQ03t7eFBcXa66SKt7e3kRHRzdahl26dEFRFI4cOeLg3hkeHo6/vz+lpaUO0Vvd3d2Jj493WI+q0rlzZ3Q6HdnZ2XbRpMHqEhwUFERFRYXDGkmTyaStO83IyHCo3xISEnBzcyM/P98hQEhAQABhYWHU1NQ4BGzS6/XausdDhw45NBpqkJ3CwkKH4FCyjrDS3DpC3QrOltaoIwoKChzejawjrMg64gQJCQno9Xo7d1kVWUdYae86oqP1I8xms8N2o3DqdUReXp6sI47TUeuIxvoRLi4u+Pr6NlpHJCQkkJOTQ2VlpYNRqy4hOB/rCNuAum1Bs2akG9KjRw9iYmL4/vvvG71mypQp7Nixw27rnXOJ1atXM2TIEB566CGef/55h/MhISH4+flp6/maQnXtljPSbTuSXFpaqrnPqaO1crbJPq9yJPlEGZaVldnpS0fXb1lHtJ9+l5WVcfDgQbu6RdYRJzhX64hT0W/VkLDVlZakK+uIs1O/T7UMq6urneqLrCOal+7ZWEecarqq0R8VFeUQ/+B8riM6xIx0Q/bu3cu4ceOavCY2NpZffvnllIQ6G1DX+zUWCKWystIusEFzcHV1dfrCdTpdk4rQ1Noi220HGqIoyimnq9frm7y3qXNN7Zl3snSbWvNqNBobXSNt27CYTCaHZzSVbluVYVPpQscsw/ZIt630+2Rl2JS+nG3vRtYRVtpKv9Xyc6Yrso5o+3Tbq444Vf0G57rSnHTPtjKUdYSV0ylDaFxfZB3RvHTPtjriVNJVjUoXF5dG0+6IZdgedURrckrRAUJDQ1m9enWj581mM7///rtdVLlzjdjYWBRFcXCpAavbd3l5+Vm/9ZVEIpFIJBKJRCKRSBw5pRnpyZMn8/rrr/PAAw/w7LPP2ln9FRUV3HXXXWzbto3HHnus1QTtaHh5eZGSkmK35YiKGjrf2bY9zlBHkRrbF1XSOlRXV5OVlUVpaWmLojlLzk+kvkiai9QVSXORuiJpCVJfJM1F6krjJCcnn9K2u81CnAIFBQUiKSlJ6HQ64evrK0aMGCEuueQSMWzYMOHp6SkURREDBgwQVVVVp5L8WcNzzz0nALFw4ULtmNlsFmPHjhUmk0kcO3asWel8/PHHApA/+ZM/+ZM/+ZM/+ZM/+ZM/+ZO/Vvpt3LixrUxBcUrBxgAKCgp49NFH+eyzz+yi/gUEBDBz5kyeeOKJc35EpKqqir59+7Jv3z7uuusuOnXqxKJFi/jtt9/4v//7P/7xj380K538/HyWLFlCbGxsh97z8Wzn4osvBmgySJ5EoiL1RdJcpK5ImovUFUlLkPoiaS5SVxqnLWekT9mQVqmvr2f//v0UFhYSEBCgbe9wvpCXl8fs2bNZvHgxZWVldO7cmfvuu4/p06e3t2iSBqj7dzfcNkAicYbUF0lzkboiaS5SVyQtQeqLpLlIXWkfTmmNtF0CBgOdO3duDVnOSoKCgpg7dy5z585tb1EkEolEIpFIJBKJRHIGOKWo3RKJRCKRSCQSiUQikZyvnLZrt0QikUgkEolEIpFIJOcTckZaIpFIJBKJRCKRSCSSFiANaYlEIpFIJBKJRCKRSFqANKQlEolEIpFIJBKJRCJpAdKQlkgkEolEIpFIJBKJpAVIQ1oikUgkEolEIpFIJJIWIA1pyVnFunXrMBgM/O9//3M4t2rVKsaMGYOnpycBAQFcdNFFrFmzxmk6H374If369cPd3R13d3f69evHggULnF47f/58evXqhYeHB2FhYcyaNYuioqJWzZek9WktXbFl69atuLq6Mm3aNKfnf/jhBwYPHoy3tzeBgYFMmzaNrKys086LpG1pLV05evQot9xyCxEREbi7u9O9e3fefPNNzGazw7VSV85eWktfPv30U/r164ebmxve3t6MGzeOtWvXOr1W6svZxbZt27jiiisICgrCxcWFmJgY7r77boqLi+2u27FjB5MnTyY4OBgvLy9Gjx7NqlWrnKbZXB0wm8288sorpKSk4ObmRmxsLI888ghVVVVtkVXJadLaulJfX89LL71E9+7dcXV1xcvLixEjRvDTTz85XCt1pRUQEslZwp49e0RYWJgAxNKlS+3Off/998JgMAhPT0/x0EMPiddee00MGDBAGI1G8cUXX9hd+/TTTwtADBw4ULz88svipZdeEr169RKA+Ne//mV37XPPPScAMXr0aDFnzhxx//33CxcXF5GamioqKyvbPM+SU6O1dMWWqqoq0bVrVwGI6667zuH8J598IhRFEX379hWvvvqqePzxx4WXl5eIjIwUOTk5rZ5HSevQWrpy6NAhERERoV373//+V4wePVoA4v7777e7VurK2Utr6ctrr70mANG5c2fxyiuviOeff16EhoYKo9Eo/vzzT7trpb6cXaSnpwsPDw/h6+srZs+eLd5++21xww03CJ1OJ7p27SrKysqEEELs3LlT+Pr6irCwMPH000+LV199VSQmJgqj0SiWLVtml2ZLdODWW28VgLj88svFW2+9JW655RahKIq48MILhcViOWPlIDk5baErM2fOFIC48MILxRtvvCFeeOEFkZCQIADx/vvv210rdeX0kYa05Kzg66+/Fn5+fgJw6MDU1NSI8PBwYTQaxaZNm7TjtbW1YvDgwcLf318UFBQIIYQ4ePCg0Ov1YsSIEcJsNmvX1tXVif79+wuDwSAOHTokhLB2jF1cXMT48ePtrl2wYIEAxIsvvtjW2ZacAq2lKw258847hclkcmpIl5eXi8DAQNGjRw9RVVWlHf/zzz8FIG6//fZWzqWkNWhNXbnkkkuEXq8Xq1ev1o5ZLBYxatQooSiKOHr0qBBC6srZTGvpS11dnfD19RXBwcGisLBQu3b37t3CaDSKgQMHasekvpx9jB07Vri4uIidO3faHVcHT5577jkhhBDjx48Xrq6uYv/+/do1eXl5IiQkRHTp0kU71hIdWLt2rQDELbfcYvdsdQJh0aJFrZpXyenR2rqyatUqAYjp06fbpVdSUiJiYmKEj4+PpkNSV1oHaUhLOjwTJ04UgOjSpYu45pprHDowamNyww03ONz77bffCkC8/fbbQgghPvjgAwGIBQsWOFz7yiuvCEB8+umnQgghXnzxRQGIn3/+2e46i8UiIiIiRHJycivmUtIatKau2PLzzz8LRVHE//3f/zk1pBctWiQA8dZbbzncO3jwYOHt7S1qampOP4OSVqM1deXw4cNCp9M5vXblypXiscceE3v37hVCSF05W2lNfTl69KgAxOTJkx2u7dGjhzCZTNrfUl/OLqqqqoTJZBKjR492OFdUVKTNFGZnZwtAXH311Q7XzZ49WwBi7dq1QoiW6cDtt98uALFr1y6768rLy7WJAUnHoC105bHHHhOAWLFihcO1d999twDEmjVrhBBSV1oLuUZa0uFJT0/nueeeY9OmTXTq1Mnh/OHDhwFITU11OJeUlATAhg0bALjyyivZtm0bkyZNcrg2JycHAL1eD6CtVRs4cKDddYqi0L9/f9LT0ykpKTnVbEnagNbUFZW8vDxmzJjB9OnTueKKK5w+tzFdARgwYAClpaWkp6e3LDOSNqU1dWX58uVYLBYmTpyoXVNWVoYQgiFDhvDkk0+SmJgISF05W2lNfQkODiYgIID09HQsFot2XVVVFVlZWURGRmrHpL6cXbi4uLBz507efvtth3O2fYx169YBjb9XQLumJTqwdu1afHx8SE5OtrvOw8ODrl27amlK2p+20JX77ruPzZs307dv3ybTBKkrrYU0pCUdnp07d/Lwww9jMpmcnvf09ASgtLTU4Vx+fj4Ax44d067t1q0bvr6+dtcVFRUxd+5cDAYDQ4cOBSArKwtPT0+HawGto5OZmXkqWZK0Ea2pKyozZ87E1dWVN954o9HnqgFfoqKiHM6pupKRkdGMHEjOFK2pK7t27QKsBtI//vEPAgIC8Pb2JiAggH/+85/U1tZq90pdOTtpTX3R6/W89dZbHDhwgFtuuYX09HS2bdvGNddcQ1FREY8//rh2r9SXswudTkd8fLw2cGbLiy++CMCoUaNa9F5beq2z69Rri4qK5ARAB6EtdMXHx4fU1FRcXV3trtu3bx9ff/01fn5+2mCf1JXWQRrSkg5PYx0XlQEDBmAwGPj888+pr6+3O/f5558DNBmBsLa2lqlTp1JQUMCsWbMICwsDoKSkROscNcTd3R2AioqKZudD0va0tq689dZb/Pjjj3z00Ud4e3s3mq7a2DjTF6krHZPW1BU1iv/tt9/Ojz/+yAsvvMCiRYsYOXIk//73v5k6dap2r9SVs5PWrlsuvPBCbrrpJj744ANSUlLo0aMH3333HS+99BLTp0/XrpP6cm4wb948PvzwQ6Kiorjtttta9F5beq3st5zdnI6uOKOkpIQrrriC2tpaHnvsMVxcXLTjUldOH2lIS856QkJCuOOOO9i5cyeXXnop69evZ8+ePTz55JN88sknGI1GjEaj03urqqq47LLL+PXXXxk6dKg2CggghGj0meo5nU5+QmcTLdGV9PR07r//fv7xj38wfPjwJtOVunLu0RJdqampAaydjvXr13PLLbdw1VVX8fXXX3P55ZfzzTffaFslSV05N2mJvlRXVzNixAjefvttpkyZwqeffsqCBQuYOHEi9913H/fff7+WrtSXs58PPviAm2++GQ8PD7766iu8vLxa9F7b6lpJx+N0daUh+fn5jBkzhi1btnDVVVdx9913O9x7KulKTmBobwEkktbgpZdeQlEU3nzzTW2vvE6dOvHjjz8ycuRI/P39He7JycnhkksuYf369QwfPpwffvjBbtbBy8tLW1PSkMrKSgCnbt+Sjk1zdKWuro7rrruOyMhI7r77bs01U515rKmpIT8/X9uH3MvLC7DqRcOZK6krZy/NrVc8PDwAuP766zVdULntttv46quvWLp0KWPGjJG6cg7TXH1ZsGABmzdvZubMmbz33nva/dOmTeP666/n5ZdfZty4cVx44YVSX85yHn/8cZ566im8vb354Ycf6NevH4Dde21Iw/faEh3w8vJymqazayUdi9bQFVv27NnDRRddxL59+7jqqqv4+OOPURRFOy91pXWQQw2ScwKDwcCrr75KTk4OK1asYNu2baSnpxMeHk5dXZ3DGpTdu3czcOBA1q9fz5QpU1iyZIlDBzguLo7S0lLKysocnpeVlYVOpyMiIqJN8yVpfZqjK0eOHGHTpk3s3buXiIgIgoKCCAoKonfv3gB8+eWXBAUF8e9//xuw6gqcWMtmS1PrmyQdm+bWK9HR0QCEhoY6pBESEgKccM+UunLu0lx92bJlCwA333yzQxq33XYbAEuWLAGkvpyt1NXVccMNN/DUU08RHh7On3/+ybBhw7TzLXmvLb3W2XXqtYGBgQ7rZyXtS2vqisrq1asZPHgw+/bt48477+TTTz918MyUutI6SENactZTV1fHggUL+P333/H392fo0KF069YNRVG0WYGRI0dq1+/evZvhw4eTmZnJvffeyxdffOG0slCjIa5fv97uuBCC9evX061bNwfjW9Kxaa6uhIaGsnTpUoffxx9/DMDo0aNZunQp119/PdC4roA1mqaPjw9dunQ5Q7mUtAYtqVfU979161aHdPbt2wec6AxJXTk3aYm+qO2N2Wx2SEc9pkbzlvpy9mE2m5k6dSofffQR3bp1Y+3atQ7R3Pv164dOp2v0vQIMHjwYaJkODBgwgMLCQvbv3293XXl5OTt27NDSlHQMWltXAFatWsXYsWMpLCzkpZde4vXXX3fqoi11pZU4s7ttSSSnx+OPP+6wf6cQQsTGxorExERRXV2tHTt69KiIjY0VvXv3FhaLRQghRFlZmUhKSrLb6L4xMjMzhdFoFOPHj9fuF0KIjz76SADi5ZdfbsWcSVqb09UVZ2RkZDjdR7qiokL4+fmJ1NRUu3TVvWXvuuuuVsqVpC04XV2xWCyiU6dOwt3dXaSnp2vX1tXVicGDBwuDwSAOHDgghJC6ci5wuvry+++/C0BcfvnldvWNxWIRl19+uQDETz/9JISQ+nI28tBDDwlA9O/fXxQVFTV63bhx44Sbm5vYv3+/diwvL0+EhISI1NRU7VhLdGDVqlUCELfeeqvds5566ikBiK+//vr0MyhpNVpbV44cOSICAwOFoiji448/bvLZUldaB7lGWnJO8Pjjj3PjjTcyZswYrr32WsrLy3nzzTcpKSnh66+/1taFvPrqq+zdu5f4+HiioqK0GUZbBg0aREJCAjExMTzyyCM88cQTjBs3jquuuoo9e/bw+uuv069fP/72t7+d6WxKWoHm6kpLcHd35+WXX+bGG29k6NChzJw5k5ycHF5++WXi4uJ45JFH2iAnkramubqiKArz589n7NixDBkyhFmzZhEYGMjChQtZu3Ytzz77rDYjLXXl3KW5+jJq1ChuueUW5s6dy9ChQ5k6dSpms5kvvviC1atXM23aNCZMmABIfTnbyMjI4D//+Q+KojBlyhR++OEHh2uCg4MZN24cL730EoMGDWLo0KHce++9mEwm5syZQ3FxMV9++aV2fUt0YPDgwcyYMYN3332XoqIiLrzwQtatW8d7773HxRdfzOTJk89EMUiaQVvoymOPPUZ+fj4DBgxACOG0jztmzBhCQ0OlrrQW7W3JSyQtobGZACGEWLRokejbt6/w9PQUYWFh4pprrrGbHRJCiP79+wugyd/cuXPt7nnrrbdEly5dhIuLi4iKihJ///vfRWFhYZvmU3L6nK6uOKOxGWmVL774QvTp00eYTCYRGhoqpk+fLg4fPnzaeZG0La2lKzt27BBXXHGF8Pf3F25ubqJv375i4cKFTq+VunL20lr6MnfuXNG3b1/h5uYm3NzcRO/evcVbb73l1CtG6svZwX//+9+T9jGGDBmiXZ+WliYmTJggvLy8hI+Pjxg9erRYs2aN07SbqwN1dXXimWeeEfHx8cLFxUXEx8eLf/3rX6KysrLN8i1pOW2hK8HBwSdN07bekrpy+ihCNBH/XCKRSCQSiUQikUgkEokdMtiYRCKRSCQSiUQikUgkLUAa0hKJRCKRSCQSiUQikbQAaUhLJBKJRCKRSCQSiUTSAqQhLZFIJBKJRCKRSCQSSQuQhrREIpFIJBKJRCKRSCQtQBrSEolEIpFIJBKJRCKRtABpSEskEolEIpFIJBKJRNICpCEtkUgkEolEIpFIJBJJC5CGtEQikUjOa5544gkURWn2b8aMGcybNw9FUbjnnnvaW/xGiY2NtZN72bJl7S1Su5Gfn8+rr77KsGHDCA8Px8XFhdDQUC6++GK+++47p/eMHDmy2Trx7bffOr3n1VdfPXOZlEgkEskZxdDeAkgkEolE0p6MHDnS4diyZctYvnw5I0aMcDjfs2dPYmNjefzxxxk4cOCZEfI0+Oc//4mrqyuxsbHtLUq7sHjxYm666SYKCgro3r07EydOJCAggIyMDL7//nt++OEHpk+fzocffoher3e4/4Ybbjhp2SUnJwMwY8YMRo4cqemPRCKRSM5dpCEtkUgkkvOakSNHOhjLTzzxBMuXL2fkyJE88cQTTu/r2bNnm8vWGjz00EP4+vq2txjtwtKlS7nssstwd3fnm2++YfLkyXbnjx07xsSJE1mwYAHe3t7MmTPHIQ3VOG4OM2bMAE7oj0QikUjOXaRrt0QikUgkknOOyspKpk2bhsVi4fPPP3cwogHCwsL4/vvvcXFx4Z133iEzM/OMyymRSCSSsxNpSEskEolE0kKcrZGeMWMGiqKwf/9+nnjiCeLj43F1dSUpKUlbK7tz504uvvhifHx8CAwMZNKkSezevdsh/ZycHO655x7i4+MxmUwEBwdz5ZVXsnnz5tOSu2vXriiKwpYtWxzO1dbWEhQURGhoKHV1ddrx5cuXc9FFFxEQEICrqyudO3fm0UcfpayszCGN8vJynnvuOfr374+Pjw9Go5GQkBAmT57MunXr7K5V16YvXryYyZMn4+rqSnBwMJ9//jkAK1eu5OKLLyYqKgqTyURkZCTXXnst27Zta1Zev/rqK3Jzcxk6dCgTJkxo9LrIyEjefvtt5s+fj5eXV7PSlkgkEolEunZLJBKJRNKKXH311Rw+fJgrr7wSi8XC/Pnzuffee8nMzOSDDz6gd+/e3Hbbbaxfv54ff/yRnTt3snPnTlxdXQHYu3cvI0eO5OjRo4wZM4YrrriC7OxsvvzyS77//nu++OILLr744lOS7eabb+a+++5j3rx5vPLKK3bnFi9eTH5+Pg888ABGoxGAOXPmcNddd+Hl5cXkyZMJCwtj1apVPPvss3z77besWLECPz8/AKqqqhg6dChbtmxhxIgR3HLLLZjNZtasWcN3333Hzz//zKZNm+jatavdc2+77Tb8/Py466672Lp1K0OHDmX58uWMGTMGd3d3Lr/8ckJCQtizZw+ff/45ixcv5q+//iIlJaXJvP7www8ATJw48aTlcuONNza7DCUSiUQiAWlISyQSiUTSqhw9epStW7cSEhICwJAhQ5g2bRqvvfYaDz74IC+++CIAQgiGDh3K6tWrWb58ORdeeCEA06dP5+jRoyxcuJBrrrlGS/fhhx9m4MCBTJ8+nczMzFNa93z99dfz8MMPs3DhQv7v//4Pg+FEN+CDDz4AYObMmQBs376de+65h9jYWFauXEl4eLh27bPPPsujjz7Kvffey7x58wB455132LJlC3fffbdDtOpbbrmF9957j08++YTnnnvO7pzFYmHt2rV4e3trx+6++27q6+v56quvGDNmjHb89ddf5+677+att97i9ddfbzKvBw8eBE4EAjtV5s2b12TE89jYWG1ttEQikUjOH6QhLZFIJBJJK3LTTTdpRjTAiBEjAFAUhUcffVQ7rigKQ4YMYfXq1WRkZACwceNG1q1bx5gxY+yMaICUlBTuuOMOXnjhBRYtWsRtt93WYtkCAgKYPHkyixYt4qeffuKSSy4B4MiRI/z6668MHTqUzp07A1bD2Gw28/TTT9sZ0WANYPbWW2/xySefMGfOHDw9PRk1ahRz587V0rRlzJgxvPfee+Tm5jqcu+iii+yMaLAa1wBr165l9OjRKIoCwK233soll1xCVFTUSfNaVFQEgKen50mvbYr58+c3eX7EiBHSkJZIJJLzEGlISyQSiUTSijScAVUNueDgYIc1uO7u7gBUV1cDsH79egBKS0udRgvfu3cvABs2bDglQxqss8OLFi1i/vz5mtE7f/58zGazNhttK8uff/6pPdcWV1dX6uvr2bJlC0OGDCE1NZXU1FRqa2vZuHEj+/btIyMjg507d/LHH38AYDabHdJJTEx0ODZr1iwWL17Mv/71L9544w3GjBnDmDFjGD9+fLO38QoKCmLPnj2aQX2q/PHHH82O2i2RSCSS8wdpSEskEolE0oo0NgOqroFuisLCQsBqxKqGbFPXnQoXXHAB8fHx/PDDDxQUFBAQEMC8efPw9vbmqquucnjGu+++2yyZ6+rqeOaZZ5gzZ452zM3NjV69etGnTx+ysrIQQjjcrw4mNJRxzZo1vPTSS/z8888sXLiQhQsXoigK48aN46233iIuLq5JuZKSkli1ahV79uxpukCwBnfT6/UEBgae9FqJRCKRSEBG7ZZIJBKJpMOgzlg/8sgjCCEa/X311Ven/AxFUZg5cya1tbV88cUXrFu3jr179zJ16lQ7o1aVZe/evU3KogY+e/DBB3nqqadITk5m8eLFZGRkUF5ezqpVq5g6dWqL5ezbty+ffvopBQUFrF+/nueff55u3bqxZMkSp+7jDVGv+emnn0567UMPPURwcDDPPPNMi+WUSCQSyfmJNKQlEolEIukg9O7dG8BhqyiV77//ntmzZ7Ny5crTes6NN96IwWDgyy+/5OuvvwasEb1bIsu//vUvnn32WW32ed68eRiNRn799VcuvvhiYmNj0ems3YwdO3YAOJ2RdsZrr73GnXfeiRACvV5Pv379eOihh/jrr78ICQlh+/bt5OXlNZnGhAkTiI6OZs2aNfz444+NXnfgwAG+/PJLhBBNbpMlkUgkEokt0pCWSCQSiaSDMGTIELp27cr//vc/3n//fbtzmZmZ3HrrrTz//POagXqqhIWFcdFFF7F8+XI+/fRTunfvTr9+/eyuufnmm1EUhYcffpjMzEy7c++88w7PPPMMCxYs0La/cnd3p66ujiNHjthdu2bNGi2Kt+3+1E3x66+/MmfOHD777DO743l5eZSVleHj46M9tzFcXV2ZM2cOANdeey2LFy92uCY9PZ1JkyZRXl7OzJkz6dOnT7Pkk0gkEolErpGWSCQSiaSDoCgKCxcuZPTo0dx888189NFH9OvXj6KiIr788ktKS0t56KGHGDx48Gk/6+abb+a7777j8OHD/OMf/3A4P3DgQJ555hkeeeQRunXrxqWXXkpkZCRpaWksXboUb29vPvroIy2i9s0338xTTz3FkCFDuPLKK/Hy8mLr1q0sXbqUwMBAysvLKSgoaJZszz33HH/++SfTpk3js88+IyUlhaKiIr766isqKyt5++237bbuaoyLL76Y+fPnc8stt3DppZfSo0cPhgwZgpubG+np6SxZsgSz2cxVV13Fm2++6TSNk21/BdYAc6fivi6RSCSSsxdpSEskEolE0oHo0aMHaWlpvPDCC/z000+sXbsWX19f+vTpw1133cXkyZNb5TkTJkzA39+fiooKpk2b5vSa2bNn06dPH1577TV++eUXKioqiIyMZObMmTz00EN2Ebcfe+wx/P39ee+995g/fz7u7u5ER0fz6KOPcv/999OpUyf+/PNPiouLT7oHdmpqKmvXruXFF19k1apVLFmyBHd3d/r3788999zD+PHjm53P66+/nqFDhzJ37lx+/fVXvvrqKwoLCwkICGDSpEncfPPNTJo0qdH7T7b9FcCll14qDWmJRCI5z1BEcxcsSSQSiUQiOWuIjY3l4MGDFBUVOTVcDxw4QGJiIlOnTmXhwoVnXsBzmCeeeIInn3ySV155hXvuuae9xZFIJBJJGyDXSEskEolEcp5hsVj417/+hRCCWbNmtbc4EolEIpGcdUjXbolEIpFIzmFeeOEFXF1dmTFjBuXl5UybNo3i4mIOHjzIJZdcwpAhQ9pbxHOGefPmkZmZedI11RKJRCI5+5GGtEQikUgk5zAvvvgiACNHjqRHjx4UFhZSWFjINddcw1tvvdXO0p1bzJs3j+XLl7e3GBKJRCI5A8g10hKJRCKRSCQSiUQikbQAuUZaIpFIJBKJRCKRSCSSFiANaYlEIpFIJBKJRCKRSFqANKQlEolEIpFIJBKJRCJpAdKQlkgkEolEIpFIJBKJpAVIQ1oikUgkEolEIpFIJJIWIA1piUQikUgkEolEIpFIWoA0pCUSiUQikUgkEolEImkB0pCWSCQSiUQikUgkEomkBUhDWiKRSCQSiUQikUgkkhYgDWmJRCKRSCQSiUQikUhagDSkJRKJRCKRSCQSiUQiaQHSkJZIJBKJRCKRSCQSiaQFSENaIpFIJBKJRCKRSCSSFiANaYlEIpFIJBKJRCKRSFqANKQlEolEIpFIJBKJRCJpAdKQlkgkEolEIpFIJBKJpAVIQ1oikUgkEolEIpFIJJIWIA1piUQikUgkEolEIpFIWoA0pCUSiUQikUgkEolEImkB0pCWSCQSiUQikUgkEomkBUhDWiKRSM4wFoulvUWQSCQSyTmGbFtOD1l+kpYiDWmJ5CT06tULRVHw8fGhvLy8vcUhNjYWRVFYuXLlGXleZmYmiqJgMBjOyPNaQllZGbNmzSIiIgIXFxeCg4NZuHBhe4vVKLm5udx6660sWrTI7viMGTNQFIVnnnmmnSSTSCSS00dtLxr76XQ6PD096dy5MzfddBN79+5tMr36+noWL17M1VdfTXJyMp6enri7u5OSksIdd9zB9u3bT0lOIQSff/45U6ZMISoqCpPJhI+PD126dOFvf/sbGzZsOKV024sDBw5w+eWXs2bNmvYWpU34/PPP0ev1rF27ts2e8c033zBx4sQ2Sx/gs88+w8XFhXXr1rXpcyRnDmlISyRNsH79ejZv3oyrqyulpaXMmzevvUWS2HD//ffz3//+l5KSEiZMmMCQIUPo0qVLe4vVKNdccw1z587FbDa3tygSiUTSpkyePJnrrrvO7nfllVeSmprKoUOH+PDDD+nZs2ejxtGuXbvo378/l156KV999RXu7u6MHTuWoUOHUlxczFtvvUXPnj15+umnWyRXRUUFF1xwAVdffTW//PILiYmJXHbZZQwaNIjq6mreeecd+vfvz4MPPtgaxXBGGDt2LF9//TVCiPYWpdXJzMzk5ptv5tZbb2XgwIFt8owVK1YwZcoU9u3b1ybpq0ydOpWRI0dy9dVXU1ZW1qbPkpwhhEQiaZSbbrpJAOLxxx8XgOjcubOwWCztKlNMTIwAxIoVK87I82pra8WuXbtEenr6GXleS+jatasAxIcfftjeojSLESNGCEAsWLDA7vjRo0fFrl27RH5+fjtJJpFIJKdPRkaGAAQgMjIyGr3u6NGjYsiQIQIQ3bt3d2hXd+3aJTw9PQUgpk2bJjIzM+3O19bWijfffFPo9XoBiJdeeqnZMt5yyy0CEGPHjhWFhYV25ywWi/jqq6+EyWQSgJg/f36z021PznS/4EwyduxY4ePj06bt4x9//CEAkZCQ0GbPUNm+fbvQ6XTi9ttvb/NnSdoeOSMtkTRCaWkpn332Ga6urtx3331069aN3bt38+uvv7a3aGcUo9FIcnIynTt3bm9RHKiurgas7u5nM2FhYSQnJxMQENDeokgkEkmbExYWxttvvw3Atm3b2L9/v3aurq6OK664gvLycv7+97+zYMECYmJi7O43Go3ccccdvPzyywA8+uijHDt27KTPra+vZ/78+QC8//77+Pn52Z1XFIUpU6bwxBNPAPDGG2+cch4lp8/333/P0qVLuf3228+Z9rFr165MmTKFd999lx07drS3OJLTRBrSEkkjfPzxx1RWVjJx4kS8vb256aabgMYbVnXtcmVlJW+99Ra9e/fGw8MDX19fxo8fzx9//OH0vqNHj/LPf/6TXr164ePjo631nTBhAj/88MNJ5fzHP/6BoihcffXVTs9bLBaioqJQFIVdu3Yxb968JtewqT+1I9HYGulTzW9BQQGzZ8+mU6dOuLm5ERkZyV133UVhYSGJiYkoinLSPKtritXO16hRo1AUhRkzZgAwcuRIFEXh448/dnq/msesrCztmHpPeno6ixYtYsiQIXh5eeHp6cmwYcP48ssvnaYlhGDevHmMHDmSwMBAvLy8SE1N5ZlnntFct5YtW4aiKCxfvhyA6dOnoyiKtlSgqTXS69atY+rUqYSHh2u6cemll/Lbb785XKu+24ceeoh9+/Zx3XXXERoaislkIikpidmzZ0t3MolE0iGwHQDNz8/X/v/999+zY8cOQkJCeP7555tM4/bbb2fQoEFceuml5OTknPSZRUVF1NbWAjTZ1lx99dVcc801XHDBBXbH1XZi+/btvPfee3Tr1g03NzeioqKYMWMGe/bscZqe2Wzm/fffZ9iwYfj4+ODm5kaXLl3417/+RUlJidN7amtree211xgwYAC+vr74+fnRt29f5syZQ01NDXCizj948CAAw4YNQ1EUli1bZifvunXruPrqq3F3d8fX15fbb78daDrmysna/pqaGl577TWtDMLCwrj11lspKioCYNGiRQwcOBAPDw8iIiK44oor7AZMmsOTTz6JoiiavA1lU93877nnHqKionB1dSUpKYkXXngBi8VCbW0tzz77LJ07d8bNzY3ExETuu+8+u3Zw5MiRjBo1CoD9+/ejKIqmm635HFvuuOMOzGazjItyLtDeU+ISSUelR48eAhA//vijEEKIvLw8YTKZhE6nE/v27XO4XnWtuuqqqwQgevfuLaZMmSLi4+MFIHQ6nfjpp5/s7tm8ebMICAgQgIiNjRWXXHKJmDRpkoiKitLc4+bOnev0OaoL1+7du4WiKMJkMomCggIHuX788UcBiKFDhwohhPjzzz/Fdddd5/Q3cuRI7blffvmlEOKEq55erz/t/B48eFAkJiYKQISEhIgpU6aI4cOHC51OJ5KSkkRQUJBoTrX0zjvviOuuu05z/RszZoy47rrrxDvvvCOEaNyFWkXN4+HDh7Vj6j1qfrp06SKmTJmiuY8D4u2337ZLp7q6Wlx44YUCECaTSYwZM0ZceumlIjAwUACiZ8+eorS0VOzcuVNcd911Ijg4WABi8ODB4rrrrhN//vmnEEKIG264QQDi6aeftkv/5ZdfFjqdTgAiNTVVXHnllWLAgAGaPLNnz7a7/sMPPxSAGD9+vPDy8hIBAQFiwoQJYuzYscJoNApADBkyRJjN5pOWsUQikbSU5rp2CyHExx9/LABhNBpFcXGxdnzy5MkCELfddlubyBgZGanVhZs2bWrRvWo7cdlllwlApKSkiCuuuEJr13x8fMTKlSvt7qmqqhLjxo0TgPDw8BAjRowQl112mQgNDRWASExMdHBdz8/PF3369BGA8PLyEhMnThQXXXSR8PLy0ur4uro6rT338PAQgBg3bpy47rrrxM6dO+3kTU5OFl5eXmLy5MkiNTVVvPHGG0KIpl3CT9b2X3rppUJRFDF8+HBx0UUXae3xkCFDxMMPPywA0adPHzFlyhQREhIiABEYGCjy8vKaVdYbN24UgOjXr1+jsqWkpIikpCTh7u4uJk2aJEaOHCkURRGAuP/++8WoUaOEyWQSI0eOFJMmTRKurq4CECNGjNDSeuaZZ8SYMWMEIDw9PcV1110n7rnnnlZ/ji1ms1kEBQUJg8HgtN8mOXuQhrRE4oQ1a9YIQERHR9sZHddee60AtErWFrVx8fDwEEuXLtWO19fXiyuvvFIzoGwZPHiwAMTtt99ut0asrq5OzJo1S6vAnT3HtuG74IILBCBef/11B7nUBv+jjz5qMs9FRUWa0fjQQw9px0/WmLYkv+PHjxeAuOKKK0RlZaV2fO3atcLf31/rgDWXhIQEAYg//vjD7vjpGNJ6vd7hvnvvvVcAIjw83O74Qw89pBndth2h0tJSMXToUAGI++6776RyOTOkf/vtNwEIFxcXbVDD9pzaofrkk0+046ohDYgrr7xSlJSUaOf++usv4eLiIgDx66+/Oi0XiUQiOR1OZkhXVVWJ/fv3i1deeUUz/mzbGyGE6NSpkwDEvHnz2kTGzz//XBugVAexZ8yYIebOnSt27drV5L1qHa7W12q7bTabxf3336+ts62urtbuueOOOzQDMysrSzteXV0tbr75ZgGIgQMH2j1n6tSpAhDDhw+3WxucnZ0tOnfu7NDeN2YQq/J6eHiIvXv3asfVfs3pGNLu7u5i1apV2vGNGzdqxqWiKOLbb7/VzhUXF2uD7M76Kc54+umnneqHrWxqH+no0aPauZdfflk7FxYWZhffJS0tTVtXv3XrVu14Y2ukW/s5tqj9pM8++6xZ5SHpmEhDWiJxwowZMwQgnnjiCbvjy5cv10ady8rK7M6pjcuDDz7okN6qVau00U6V6upqMXPmTDFu3DiHgCdCCLFt2zZtptPZc2wbvs8//1ybAbUlOztbGI1G4efnJ6qqqhrNb01NjTYbfcUVV9gZ9SdrTJub3+3bt2sj0hUVFQ73vP/++x3CkL7qqqscrj9y5Ih2j9qpqa2tFT4+PgIQf/31l8M9aWlpIi4uTkyfPv2kcjkzpNUZjMcee8xpHt5++22HgRbVkHZxcXGqU2PHjhWA+M9//uM0TYlEIjkdbA2Pk/3c3d3FE0884eAh4+7uLgDxyy+/tJmcS5cuFSkpKU7lioiIEPfee6/IyclxuE+tw8eNG+dwzmw2i27dugk44dGVk5MjjEajMJlMdka0Sm1trYiLixOA+O2334QQQhw7dkzodDphNBrFkSNHHO5ZvHix6NSpk13bezJD2rYdsuV0DGlnEwpq/q+++mqHc3feeacAxKxZs5zK0hC1T7Jo0aJGZQPsDHYhrLP56rm33nrL4d7u3bsLQHzxxRfaseYY0q3xHFueffZZAYhbbrml8UKQdHjkGmmJpAElJSXanoUzZ860Ozd8+HCSk5MpKSnho48+cnr/4MGDHY6Fh4cD1m03VEwmE++99x5LliyxC3hSXFzM6tWrtTW56lqoppg8eTKhoaFs3ryZtLQ07fj8+fOpq6tj+vTpuLq6Or1XCMGNN97IsmXL6N+/Px999FGz1imrNDe/v/zyCwATJ07E3d3d4Z6rrroKna79qyRn+QkNDdXKRM3Thg0bKCkpISoqir59+zrc07NnTw4cONConjSF2WzW1lNfd911Tq+57rrr0Ol07Nq1yyHITpcuXRyC6IDz9yKRSCRtge32V1OmTNHqJF9fXz744ANycnJ4/PHHHep9o9EIoK1lbgvGjBnDzp07+euvv3j66acZN24cXl5eABw5coRXXnmFpKQkrR5uyPXXX+9wTKfTMWXKFAAtKOmyZcuoq6ujS5cuREREONxjNBq58MILAfjf//4HwB9//IHFYmHgwIFanW3LxRdfzO7du3nxxRebnd9evXo1+9rmMmTIEIdjwcHBAPTp08fhnPr+1SChJ0Nd9x0fH98iOQICAtDr9a0mR1s9JyEhATiRT8nZieHkl0gk5xcLFiygsrISd3d3LXiVLeXl5QDMmTOHO+64w+G8v7+/wzE1WIdwssfj5s2bmTt3LuvXr2ffvn0UFxcDTQdCaYjRaOSmm27iueee44MPPtACor3//vsA3HrrrY3eO3v2bBYuXEh0dDSLFy/Gzc2t2c+F5udXbSwai7Dt6elJcHAw2dnZLXp+a+MsPzqdDp1Oh9lsxmKxANYgcYBDNNnWoKCgQBtAaawTYVteR44cISwsTDvnLA9w4r2oeZBIJJK24pVXXrGr7ysrK7nppptYtGgRs2fPpn///nTt2tXhvvDwcEpKSsjNzW1zGfv27asNhJrNZtLS0vjuu+948803KSoqYvLkyRw4cMBhYLJTp05O04uOjgbQAlmq7V5aWtpJ2/RDhw4BbdO2tEXEa2dpqnkMCgpq9FxzUYPH+fr6NnqNoiiNtnetJUdbPcfHxwegWUHyJB0XaUhLJA145513AGuj7ywyssquXbtYunQpY8eOtTvekkr6oYce0kaVY2NjueCCC+jcuTO9evUiISHB6ShnY9x666288MILLFy4kJdeeon169ezZ88eBg8e7LSzAvD222/zwgsv4OXlxQ8//EBISEizn6fS3Pyqswtms7nRa5wNNLQ2TT0fmp+furq61hDHKc0tB9UgbuhtcCodBYlEImlL3N3dWbBgAVlZWaxatYpx48axadMmh3anf//+7Nq1i1WrVjl4hTnjk08+obCwkDFjxpCSktLktZmZmRw6dIiEhASHGWK9Xq8Z1jNnzqRXr14UFxfz3XffOQyqN4xkraLW3eqsutrexMfHM2jQoCZlUw36tmhbTsXb62RtpZrHtkIth6YGftVB7ramLZ6jlm9b9iUkbY80pCUSG1avXs327dvx8fEhOzu7UXfoa6+9lk8//ZTXX3/dwZBuLmvWrOHFF1/EYDCwaNEizSVMZevWrS1KLyYmhvHjx/PTTz+xZMkSzbWssdnoH374gb///e/o9XoWLVpE9+7dTykfzUUdqW/MjamystJuC5TTQW3w6uvrHc6pW3OcLqrL3eHDhxu9Zu7cuQQGBjJ+/PgWzfQHBATg6upKdXU1Bw4ccDr7UVJSQl5eHsApDYBIJBLJmcZoNPLJJ5/QvXt3jh49yg033KAt+1G5/PLLmT9/Pj/88APl5eV4eno2mp7FYuHhhx/m8OHDPPDAA/z73/9u8vkPP/wwn332GbNnz+bZZ59t9LrY2FguvPBCFi1a5LRdOnz4sFN36QMHDgAn2jvVWO/WrVuj2zE25GRtS11dHe+88w4xMTFcdNFFp2XgnYm28lQJCAggOzub3NzcRj0AzmZUj4tzZX/s85X2X5AokXQg3n33XcC6XrcxIxrg5ptvBuCnn37SGs6W8ueffwLWtbQNjWiAn3/+Wft/c11x//a3vwHw2Wef8fXXX+Pr68tVV13lcN2GDRuYOnUqZrOZ1157jQkTJpxKFlqEOuCwZMkSqqqqHM4vXrz4pCPgzUXteDVcOwywatWqVnlG3759cXd35+DBg04HPTIyMrj11lu59tprtRni5s4UGwwGhg0bBsDChQudXvPpp58ihKB79+5O3cokEomkIxITE8NLL70EWNuDefPm2Z2fMGECvXr1Ii8vj4cffrjJtF544QUOHz6MyWRyutSqIWq9+sEHH2jLqJwhhGDXrl0ApKamOpz/7rvvHI6ZzWa++eYbACZNmgTAiBEj0Ol0LFu2rNHnXXLJJfTr148vvvhCk1FRFNauXasNltqycuVK7rzzTu68807NED5VL6Qz0VaeKsnJyYB1zXpb0x5eXGq+TuZFIenYSENaIjlOcXExn3/+OQA33HBDk9eOGjWKhIQELBYLc+bMOaXnqcbPzp072bNnj925L7/8kieffFL7u7lBMSZOnEhUVBSfffYZR48eZdq0aQ4zoRkZGUyaNImKigruv/9+Zs2adUryt5R+/foxYsQI8vLyuPnmm+3ytH37du67775We5Y6U/D+++9TUFCgHd+/fz//+Mc/WuUZ7u7u2sDFjBkz7NZ2l5WVaZ4AM2bM0AZl1HfRnJH+Bx54ALB2FL/99lu7c8uWLeOhhx4CaNVyk0gkkjPBLbfcwqhRowC4//777dZDGwwG3nvvPVxdXZkzZw7XX3+9tuZYpaamhueff55HH30UgOeee67R+Bu23HTTTSQlJZGdnc2IESNYs2aNwzWFhYXcfPPNbN26lX79+jFmzBiHa+bNm8eiRYu0v+vr67nnnntIT0+nT58+jB49GrDOTF9zzTWUlpYyZcoUu3xYLBaefvppvv/+e7Zu3aq5fsfFxXHZZZdRU1PD9OnTKS0t1e7Jzc3l7rvvBuD222/XjrekbbFFbSvfeOMNuwHuDRs28Mwzz7QordZGHfRYsWJFmz9LLb+SkpIzssQMrAMiYA1iKzl7kYa0RHKcjz76iKqqKhISEpxGo7RFURRuuukmAD788MNTioJ81VVXERcXR2VlJampqYwfP54pU6aQlJTElVdeSWBgoBZFtLlBV/R6PTfffLM2g+3MrXvq1Knk5OTg6elJdXU1N998M9OnT2fatGl2v3vvvbfFeToZH374IRERESxcuJC4uDiuuOIKxowZQ+/evbWR8dZYd3XbbbcRGBjI/v37SUpK4rLLLmP06NEkJyfj7+9Pt27dTvsZAM8++ywXXHABaWlpJCYmctFFF3HxxRcTFxfH//73P3r37s0LL7ygXa+OsD/22GNcfvnlTmc1VMaOHcuLL75IbW0tl112Gb169eLqq69m0KBBjBo1ipKSEh544AGnAfEkEomko/Puu+/i5uZGYWEhd955p9253r17s2zZMkJCQliwYAGxsbEMGDCAK6+8kgkTJhAWFsbs2bMxGAz8+9//upWM8wAAuCxJREFUbvaAoqurK7/99hs9evRg69atDB48mLi4OCZNmsTVV1/NsGHDCA8P54MPPqB37958//33TmcrIyMjmTp1Kv379+eqq64iKSmJOXPmEB0dzccff6xFcwb473//y8CBA/njjz/o3Lkzw4cPZ8qUKSQkJPDYY49hMBj49NNPiYyM1O5555136N69O0uWLCE2NpbJkyczfvx4EhMT2bZtG+PHj7fLs9q23HbbbVx55ZVOBwiccd999+Hm5saaNWtISEjg8ssvZ+jQofTv35/BgwcTGBjYrHTaAtVT7/fff2/zZyUkJGAwGMjPz2fw4MFMmzatTZ9XV1fHypUrcXV1ZeLEiW36LEnbIg1pieQ4qlv39OnTm3X9jBkz0Ov1FBcXn9IWR56enqxdu5Y777yTyMhIli1bxtKlS/Hw8ODxxx9n27ZtjBgxAoDvv/++2emq9wwcONDpumc1QmR5eTlvvvkm77//Ph9//DGffPKJ3U91UWtN4uLi2LhxI7NmzcLFxYXFixeTnp7O3//+d22dXFMROptLeHg469ev5/rrr8dkMvHTTz9x8OBBHn74YZYtW4aHh8dpPwOsnbIlS5bw5ptv0q1bN/78809+/fVXQkJCePrpp1m5cqUWmRPgkUceYcqUKZjNZn7++WfWr1/fZPoPPvggK1as4PLLL+fYsWN88803HDp0iCuuuIJly5addD2gRCKRdFQSExN54oknAPj8888d2rkBAwaQnp7Oiy++yNChQ8nIyODbb7/lzz//JDw8nDvvvJNt27Zp3jvNJSoqirS0ND7++GNt28UVK1bwzTffcODAAcaMGcP8+fP566+/Go0/8fTTT/Pyyy9TUlLC4sWL0ev1PPDAA2zYsEEzalW8vb1Zvnw5c+bMoWfPnmzZsoWff/4Zo9HIjBkzSEtLc1jeFRgYyNq1a3nuueeIjo7m119/Zfny5SQmJvLGG2/www8/2A06v/TSS4wePZqSkhJ++eUXtmzZ0qyySE1NZc2aNUyZMoXa2lp+/PFHiouL+c9//sPXX39tNyBwpunZsyeDBg1i165dbNu2rU2fFRAQwLx580hMTGTjxo0sXbrUzputtfnhhx+oqKjgmmuucbpVpeTsQRFnyodBIpGcEW677TbeffddPvroo2YPCpwJSktLycjIIDo62mnDsX79egYMGMDgwYPbfW2WRCKRSCQNGTlyJMuXL2fBggVtPmspsc5Gjx49mltuuUWb7DgXuOCCC1i1ahW7d+9u1pIEScdFzkhLJOcAlZWVgHXmev78+URERHD11Ve3s1T2FBUV0bNnT+Li4hwidxcVFWluas6Co0kkEolEIjm/uOCCCxg3bhyffPLJObPfclpaGn/88Qd/+9vfpBF9DiANaYnkHKB///64ublxySWXUFNTw3/+8x9cXFzaWyw7YmJimDZtGiUlJXTq1IlRo0Zx9dVXM3bsWCIjI1m1ahUXX3yxw1o5iUQikUgk5ydvv/02RqORBx98sL1FaRXuvvtuEhIS2j2Ym6R1kIa0RHIOMHjwYIQQxMXFMXfuXKZOndreIjll/vz5fPLJJwwfPpy9e/fy7bffsnXrVgYOHMi8efP47rvvTmtPTIlEIpFIJOcOcXFxvP/++yxYsECLdH228vHHH7Nu3To+++wzLZis5OxGrpGWSCQSiUQikUgkEomkBcipH4lEIpFIJBKJRCKRSFqANKQ7AJWVlWzatEkLGCWRSCQSiaR1kW2tRCKRSFoTaUh3ANLT0+nTpw/p6emnnEZdXR05OTnU1dW1omRnF7IMZBmALIPzPf8gy0DiHLWt3b59e3uL4sC5orMdNR8dVS7o2LK1hI6aj44qF3Rs2VpCR83HmZBHGtLnCPX19eTl5VFfX9/eorQbsgxkGYAsg/M9/yDLQNI0HVEvzhWd7aj56KhyQceWrSV01Hx0VLmgY8vWEjpqPs6EPNKQPkfQ6/X4+Pig1+vbW5R2Q5aBLAOQZXC+5x9kGUiapiPqxbmisx01Hx1VLujYsrWEjpqPjioXdGzZWkJHzceZkEdG7e4AbNq0iT59+rBx40Z69+7d3uJIJBKJRHLOIdtaiUQikbQmckb6HMFisVBTU4PFYmlvUdoNWQYdvwwsFkFTY3cWy+mP63X0Mmhrzvf8gywDSdN0RL04V3S2o+ajo8oFbSObEIJ685nNa0ct444qF3Rs2VpCR83HmZBHGtLnCDU1Nezdu5eampr2FqXdkGXQcctACMF/l+0j9clfSXnsFx7+ehslVXXauc//OszA534j6dGfufWjDdq5U6GjlsGZ4nzPP8gykDRNbW1te4vgwLmisx01Hx1VLjg92TLzK3h7+X7eW3GAgwUVlFTV8d3mI1zw0nK6PL6Euz5N44/0XMpr2n6taEct444qF3Rs2VpCR83HmZDH0OZPkEgk5z3zV2fy7192a39/uv4Qf6Tn8uD4zqzcm8/XaUe0c7/uzKH84418cvMAFEVpD3ElEolEIumwVNeZuXfRZn7enq0de+bHXQ7XLd5ylMVbjmLUKzw2qQvTB8WeQSklknMfOSMtkUjalKKKWl76dY/D8ezSau77fIudEa2yen+BXQdBIpFIJBKJlQ9XZZ60jXQzngi0VGcWvLR0zxl395ZIznXkjLREImlTFm04TNlxt7Kr+kZyz5hO/POrrazYm69d4+Gi5/nLe+Dhomfm/A0AvLfiABO7h7WLzBKJRCKRdESq68x8sCoDAEWBBy9MRlFg+e48dDoI93Hjkp7h9I/z5/dduby9fD9bskoorqxjXUYhQxID2zkHEsm5gzSkJRJJmyGEYNFfh7W/7xiZSLivGx/d1J9v0o7wW3ouYd6uXD8olugAd4QQJId6kZ5dxqZDxezOLqNzqFc75kAikUgkko7Dt2lHyCuzrv28sEsot49MAOBvIxIcrp3QPQyzEPx9YRoAv2zPloa0RNKKyO2vOgByS47TY+fRUt74fS/55TVc0jOCaQOi5draDkJ6dinjX10BwMB4fz67ddBJ7/lwVQZPfr8TgLtHJ3Hv2E5tKqOk+Ww8WMh//9hPRW09V/WN4rJeEfJbk5w1yLZWcrZjtgjGvrycA/kVAHw7awg9o3ybvKe8pp7eTy+ltt5CsJeJtQ+PRqeT9bZE0hrINdKSs5rNh4uZ8tYqft6ezV+ZRfzr2+28vNRxPa6kffjFZg1Xc920J3Q7cd0vcp10h2HjwSKmvruW39JzWXugkPs+38Kbf+xrb7EkEonkvOG7zUc0I3pgvP9JjWgAT5OB4UlBAOSW1bDxUFFbiiiRnFdIQ/ocoaamhv3793e40PNtSU29mXs+S6O6zj54xpw/9rH9SEk7SdW+dDQ9sDWEx3UJbdY9oT6u9I72BWB3Thn788pb9MyOVgZnmrbIf53Zwj++2EKd2d6B6aWle9h8uLjVntNanO86IGmajrr91bmgsx01Hx1VLmi+bFW1Zv5vyYndL+66IKnZz5jY/UT7+/Hagy0Xshl01DLuqHJBx5atJXTUfJwJeaQhfY5gsVioqqrqcJuhtyXvrcggs6ASgF7Rvtw2LAYAIeDV/+1tT9HajY6kBwcLKkjPLgOgZ5QvoT6uzb7Xdva6pbPSHakM2oO2yP83aUfIOD4L0ivalzsvSASs39qj327DbOlYK4TOdx2QNE1H1ItzRWc7aj46qlzQfNk+WJXBsZJqAC5IDmZwC9Y6T+wehr+HCwA/bj1G9vF0WpOOWsYdVS7o2LK1hI6ajzMhjzSkJWclR4qreON3q7GsU+DZyd25Y3gcge7W7R5+S88hq6iyPUU871my44QBPL5b82ajVS7seuL6X3dI9+725pN1h7T/PzIxhbtGJ5F8PAjc9iOlfLKubWY4JBKJRAKFFbX89/hSGp0CD09IbtH9rkY91w2IBqDeInh/5YFWl1EiOR+RhrTkrEMIwb++3a65dF8/KJYu4d64GHSMT/I8fg18viGrPcU877Hd49LWMG4OUf7upIR5A7Alq4RjJVWtKpuk+ezJKWPLcfftruHe9I31x6jX8czkbto1/7dktxZFViKRSCSty2d/HaKi1gzA1f2iSQpp+W4W0wfGYNRbg4zNXZHBCz+nUyf3lZZITgtpSEvOOj5Zd4jf03MBCPQ02UV1HpPgiRqM8osNhzucy+n5QlZRJWmHigFIDvUiLtCjxWlc2DVE+//SnTmtJZqkhXyx4cT2ZVf2idT+3zfWnyuO/11WXc8j32zDIr83iUQiaVXMFsHC415BigJ/GxF/SukEe7ty+8hE7e+3l+/n4jdWsi+3ZXFIJBLJCaQhfY5gNBqJjIzEaDS2tyhtRn55Da/9by+PL96hHfv3Fd3xcbPm2Wg00rNTLCM7W6NTHiupZuW+/HaRtb3oKHrw49Zj2v8n9WhetO6G2AYn+3lb8927O0oZtBetmf86s4WvNx0BwEWv49KeEXbnH5qQrH1/v+7M4baPN7LzaOlpP/d0Od91QNI0BoOhvUVw4FzR2Y6aj44qF5xctuV7cskqsnplDU8KIiag5QPTKveOSeKJi7ugPz7jkJ5dxuOLt59yerZ01DLuqHJBx5atJXTUfJwJeaQhfY5gMBjw9fXtkB2E06Wytp6HvtrKoOd/45X/7dFmmWcMjuWC5BOzlmoZXNU3Wjv2zabzy727o+jBDzaG9EU9wk8pjZQwL2ID3AFYc6CAw4XNW/PeUcqgvWjN/P+enktBhTXC8dguIfgdD1ajEuhp4tWre2qdsqU7c5j4+gqueGs1e3PKTvv5p8r5rgOSpumIenGu6GxHzUdHlQtOLtvHa0/EqJg2MOa0nqUoCjOGxPHNHYPxcLHGlMnMb514Mh21jDuqXNCxZWsJHTUfZ0IeaUifI9TX11NQUEB9fX17i9KqmC2CWz7awGd/Hda23tEpcNvweB6b1MXuWrUMhiX6a7Nkv+zIprzm3CqTpugIepCeXcq249uPdQ33PiW3brA2+Ff2jdL+tnUxboqOUAbtSWvmf9FfJ8r8ir6RTq8ZlRzMO9P6aBFhATYcLOKKt9c0e/CjtTnfdUDSNB1RL84Vne2o+eiocoFz2arrzLz5xz6ufHs1f+y2LmWL8HXjguTgVnlmj0hfovytA9V55TUIcfrLcjpqGXdUuaBjy9aQffv2oSiK3S8kJIRJkyaxcePGRvNRUFDAE088Qd++fQkICMBkMhEbG8uMGTPYuHFjm8p8JspVGtLnCHV1dRw7doy6urr2FqVVWbjuIKv2FQDg7qLntuHx/H7/SB6emIJOXQx9HLUMdMLMxalWd+LqOgs/bTvmkO65SkfQg7l/Zmj/t11Teypc0SfyxJr3jVnNCozSEcqgPWmt/B8rqWKZTQdueFJQo9eO6RLC8gdG8vTkbtrASUlVHQ9/ve20ZDhVzncdkDRNR+y0nis621Hz0VHlAkfZhBA88OVW/m/Jbv7KLEK1ca/pH6V5/7QGQV4mAGrrLZRWn/430VHLuKPKBR1btoakpaUBMGvWLBYsWMC8efOYPn06v/32GxdeeCHbtm1zyMfSpUtJTk7m+eefJzk5mccee4w33niDSZMm8f3339O/f3+KioraTOYzUa7npCFdUFDAnXfeSUxMDG5ubqSmpvLBBx80616z2cwrr7xCSkoKbm5uxMbG8sgjj1BV5Rg1+MYbb3QYnVF/8+bNa+VcnX/U1lv477L92t/v39CPhyemENuMGc7Le58w4D5ZK7fmOVNkl1SzeIt1Ta2Pm9FuRvlUCPF21Ubgj5VU83kzZ6Ulp8/nf2Whxg67sm/kSTtwXq5Gpg+MYfHfhxDh6wbAyn35bDxY2NaiSiQSyTnDvNWZfL/lqPZ3lL8b1/SPZubQUwsy1hhBnibt/3LXBcnJUA3pW265hWnTpnHDDTfwn//8h3/+858UFBSwYsUKu+tXrFjBJZdcgr+/P9u3b+fjjz/m7rvv5tZbb2XOnDns27ePm2++GT8/v/bITqvRsZzZW4GKigrGjh3L9u3bmTVrFsnJyXz++efMnDmT7OxsZs+e3eT9d9xxB++++y6XX345d999N5s2beL5559n48aN/PzzzyjKic7kli1biI+P58knn3RIZ/Dgwa2et/ONP3bncqykGoAxKcEMSgho9r09o3zpGu7NjqOlbMkqYfW+fAYnBraVqJLj/N+S3ZoL/nUDovEwnX4VM2tUIv/bZZ0Zfe1/e5nSKxK342u7JG1DVa2Zj4/vDa0ocFULBkS8XI3cPTqJB7/aCsDCdYfpE+PfJnJKJBLJucTGg4U8++Mu7e+3ruvNhO6nFrDzZKgz0mA1pBODPdvkOZJzg7S0NFxcXOjSxX5ZZXy8dYCnvPxE9PeysjKmTZuGyWRiyZIlxMbGOqTn5+fHO++806YynwnOOUN6zpw5pKWl8cknn3DttdcC1tGT8ePH8+STTzJ9+nSiopx3CtetW8e7777LLbfcwrvvvqsdj46O5l//+hdffPEFV111FWB1Ddu5cyeXX34506ZNa/uMnYcs3nxiRLalATYUReHW4fHc/dlmAJ78fiffzBqMu8s5p/IdhnUHCvjqeHA3b1cDNw2Na5V0e0X7cWHXEJbsyCG3rIa3lu/nPpstzyStz8tLT+wLPaFbKOHHZ5ibyyU9w3n6h52U1dTzy/ZjPHtZN1yNcvBDIpFImuLV/+2l/rgr0G0j4tvMiIYGhnS5nJGWNE1aWhrdunVziIT9888/A9CjRw/t2H//+18OHTrEK6+84tSIPpc456yK+fPnExYWxjXXXKMd0+l0PPDAAyxdupSFCxfyz3/+s9F7Ae677z674/feey9PP/00H374oWZI7969m5qaGrp169ZGOWkZOp0OT09PdLpzw1vfbBH8uScPAD93I0ObMZvcsAwm9Qjn7eUH2HWslN05ZQx49jeCvU0Eepq4flAsF53itkwdmfbSgzqzhUe/PbGFxoPjkwm0cRs7XR4cn8zv6bnUmQVvL9/PlF4Rjbr4n2vfQks5lfzvzSnj1d/2sjenjNKqerJLrZ4gRr1ySoMWrkY947uF8sXGLCpqzazLKGREp8bXWLc257sOSJqmI+rFuaKzHTUfHVUuOCGbQGHTQet60VBvVx4Y17lNn2trSOcer/NPh45axu0h18VvrGyWu7xAYDab0euzUWi99e/OCPIy8f2dQ0/p3mPHjpGTk8MFF1xAfn4+QgiOHDnC3Llz+eyzz5g2bRpDhgzRyvj999/H1dWVmTNntmYWWsyZeOfnlCFdUlJCeno6l1xyiZ0LNsCAAQMA66xzY6xduxYfHx+Sk5Ptjnt4eNC1a1e7e7ds2QKgGdKVlZWYTCb0+vaZdVGj4J0r7DhaQtnxaNuDEwIx6E/+MTQsA71O4dWre3LFW6spq6m3/vLq2Z9XwbqMQnLLunDjkNaZNe0otJcefLb+EHtzrW49qZE+XNM/+iR3tIyEIE9mDo3n7eX7qa238PjiHcy7sZ/Ddw7n3rfQUlqa//TsUq58ew1lToLNzJ6YQmKw1ynJMbJzMF9stHoorNybd0YN6fNdByRN4+LicvKLzjDnis521Hx0VLnghGx7c8qoqDUD1uVpzen3nA6tPSPdUcu4PeTKK6vRBqSbR8cLgGiLuj76008/5dNPP9WO+/v78+abb/K3v/1NM1qPHj3K3r17GTVqFF5ep9Z/aC1Mptab0GmMc8qQPnLkCEIIp67b3t7eeHl5kZGR4eROK1lZWY26fUdGRpKWlkZJSQk+Pj6aIf3TTz/x97//nUOHDuHi4sKECRN46aWXSEhIaPQ56noClZoaawVWXV1tF9RMr9fj4uKCxWLRrrHFzc1Nu99sNmOxWNDpdCiKgtFoxGAwUF9f7xC1TqfTYTKZEEJQXe34obu6uqIoCjU1NVgs9lGS1XTNZjO1tbV25xRFwdXVFcBpcDaTyYROp6O2thaz2Wx3zmAwYDQatXT/TM/WzvWN9tb+X11d7bBNg4uLC3q9ntraWmpra7UyAIjzN/HNrCH8+5d0Nh0qory6nup6a56e+3EXIzsHExfo0WS6bVWGTaV7qmVoMBioq6ujvr7ezsi0fTdN5VW915aT6aFicGHOH/u0v2ePT6K2pvq0021YhjcPjuDbtCyyS2tYviePZXvyGJbg71CGqv6r97a0DG31sGG6raXfjaXbGu9GCKHVBe7u1u1NGtNDnU7PPz7fohnRCuDrbiTKz43bRiQysXuo07w2R78HxvmiAAJYvjuX+y6IO2NlaLFY7OrD09FDtZ5t7TpCTVdy5mmNrX5aG9vv1tkA4dlCR81HR5ULTsi25XCxdqxHlE+bPzfYq3WDjXXUMm4PuWwHKU6OgDaejYaWymSPaki/8847xMfHU1FRwRdffMEnn3xCbm4uiqJgNpvR6XQcOmTd9zwpKanZ6e/du5dZs2axfv16fHx8eOyxx1plNlsI0ebv/JwypEtKrHvXeno6D5jg7u5ORUVFk/c3ZgCrHdKKigp8fHzYutUaSGfNmjU89thj+Pv7s3r1al5//XVWrVrFunXrHAzmk5GVlYW39wmj0cfHh6ioKOrq6ti/f7/D9epseFZWlkOnNDIyEl9fX0pKSjh2zH77J09PT2JjY7FYLE7TTU5OxmAwkJ2dTVlZmd250NBQAgMDKS8v5/Bh+wjKrq6uJCYmAnDgwAGHzkpiYiKurq7k5eU5hLsPDAwkNNTaac/MzGTZztwTeTGe2Is2MzPToSMcGxuLp6cnubm5FBcX253z8/MjMSKC16/qxr59VmNv7oZCvksvo84ieP23vbxydU+ysrIcOrtRUVH4+PhQXFxMdna23TkvLy9iYmIwm81OyzAlJQW9Xs+xY8fsAjAAhIWFERAQQHl5OVlZWXbn3NzcNB10lm5SUhImk4mcnBxN31WCgoLw9vZ2ep+LiwudOllddDMyMhyMlPj4eNzd3cnPz6egoMDunL+/P+Hh4dTU1DikrdPpWFfkRk6ptREeGOmGR3Ue+/db3fKjo6Px9vamuLiYnJwcu3u9vb2Jjo5utAy7dOmCoigcOXKEykqrDtyQ6sWLK6zPemvZflKDDBw9etTuPldXV6qrq4mPj+fAgQMO6Xbu3BmdTkd2djalpaV250JCQggKCqKiokJrDFRMJpPWMGRkZDgYkAkJCbi5uZGfn09hoX2k6oCAAMLCwqipqXGQSa/Xk5KSAsChQ4ccjMSYmBi8vLwoLCwkLy/P7tzp1hFrs6rYftRaBjG+Rv7vwlDcjbrjdURYo++mOXWEwVJLYoALewtq2ZNbwV/bdhPu79lqdYQtBoNB8yRqqo4oKCggPz/f7pyfnx8RERHU1tY65FVRFLp27aqVYWvWER1lWdDZTmFhIcnJyWzatInIyOZtt+dswKS9qa6uZv/+/Vo9crbSUfPRUeWCE7JtOnii3kqN9G3z5wZ5umr/bw1DuqOWcXvI1VwX6qqqqg5ZZg1JS0tDr9dz/fXXa4PWl1xyCenp6fznP//h73//O9nZ2SQkJGj9y+ZuPVVfX88ll1zCtddey08//cSWLVsYPXo0iYmJjBgx4rTkrq6ubvNyPacM6ZONMgshmvSXb+p+9Zx6/7XXXkv//v2ZPXu2NoN42WWXMWjQIC6//HIefvhhFi1a5DSthh3pTZs20adPHyIjI+0MedVN3Gg0NjnDHRkZSVVVFVlZWURGRmIymbRgAD4+PtoggIqaB51O5zRd9bmhoaEEBwfbnVPT9fT0dLjXdtTH2SCC6k4XFBSEv799FF+DwaqKbm5uxMTFsSvfamAGerowNPXEqFZsbKzTWSE1r8XFxVoZ2ObFxcVFk/dfUTEse3U1JVX1/LD1KLMnphAZGdlour6+vnh42K/HVctQr9c7LUP1fFhYmNMZO3Behrb66Sxd9d6QkBACA+3Xjauz3IBdGYD9u4mLi2s0r4GBgfj6+tqdU8vQZDI5yCSE4J4lf2l///OibiSEnnDlsS3DhgNcarqNlaEqc0REhFaGcfGCz3euI6OgkvUZhRTWOt5bW1urDfKcTL+DguzdjVU99PDwaFK/4+IclwSo5R0YGOiwnYOarrMytE03Ojq60Xfj7+9vN9BmmxfbOqKmpkarC1QiIyOd6uG81Seiwz5yURe6J1oj47dWHXFBlzD2rrBG/z5q8aZ/ZLh23enUEU2VYWxsLNXV1Xb1oZpuQEAAPj72Mz3O6ghntHYdITl9SkpKmDx5ssMAk0RyNrL96IlByW4RbT8j7e1mwEWvo9ZskdtfSZokLS2NpKQkzYgGa7s7Y8YM7rzzTn755Rd69uwJoA2WqxOOJ2P37t1kZmYye/Zs9Ho9ffr04bLLLuODDz44bUP6THBOGdKqL746e9WQyspKpx1g2/ubuhfQjIzp06c7vW7KlClERUWxZMmS5oqt4erq6nTkRKfTNTmiYjKZtE6yyWSyu1Z193WGoignTbcx9Hp9k/c2da6p9Wl6vZ59BbXaOqFBCYF2adl+xA2xNVYaPt+2DN3cYGr/aN5ZfoA6s+Dn7ce4flBsk+m2RRk2la5VzpaXoWpIOysDlabK0Gg0OkRkVHGmhzuPlrInxzrj3jfGj15xwc5ubXG6tjQsw6n9o3n+53QAftiewz1jnAfDOtm7OZketpV+N3Vva74b23JzpofZJdWsPWCdOY8P8mBstwgHF6jTrSNGJIfyznFDOi2rnKkDT+SvLctQNXgbfgeno4cnq3tOtY6QnBobNmzg2muvbfK9SCRnC3VmQXq2tS2ND/TAx815PdWaKIpCkJeJI8VV0pCWNEpJSQkZGRlasGVbJk2axJ133sn333+vGdIhISGMHj2a3377jc8++4ypU6c63Pf7779jsVgYM2YMQgiHQWohRLMN8famY4XWO01iY2NRFMXBXRasilBeXt7oGmiwzjI5uxesbn2BgYHNarRDQkIc3HklzUft3AMMjG+b/Wcn94zQ/v/j1mNNXClpim83H9H+f2mviCaubD0u6RmOau99m3akQ653PBtYsuOEK/IlqeFtso6od7QfRr013b8yC09ytUTSfH7//XemTp3KV1991d6iSCSnzcHiWmrN1gmRHpFtPxutoq6bLayspc5sOcnVkvORzZs3I4QgNTXV4VxsbCwpKSksWbLEzpX7nXfeISwsjGuvvZarrrqKV155hffee49HHnmE3r17M3r0aM07rHPnzkRGRvLUU09RW1vLunXr+Oabbxqd2OxonFOGtJeXFykpKfz1118O59SI24MHD270/gEDBlBYWOiwnq28vJwdO3Zo9+bk5NC9e3euvPJKhzTq6urYu3evdOU7DdYcOLFGd1B8QJs8IznUi/jj2yetzywkt+z0t3443xBC8MMW6/pkg05hUhvud2lLmI+bpheZBZVsO1Jykjskzvh5+4kBpPHdQtvkGa5GPT2Or/U7kF8hvzNJq/Hggw/y1FNPNephIJGcTewtOBEbo/sZWB+tohrSQkBhRe1Jrpacj6iBxmz3ibZlwoQJlJSUsGHDBu1YQkICmzdv5t5772XLli08/PDD3H///XzzzTd0796dr776it69ewNWT7HvvvuOlStXEh4ezn333ceMGTOaHfOivTmnDGmAadOmcfjwYbvw7BaLhf/85z+YTCa7/aUbct111wHw73//2+74K6+8Ql1dHTNmzAAgODiYmpoavvvuOzZv3mx37fPPP09JSQk33nhj62Sombi6upKcnHzWu7nVmS1sOD5zFeJtIq6RvYKd0ZIyUBSFCd2txoMQsGR79knuODs4k3qwP6+CoyVWw2hQQgB+HmduS5mJNkb7ir32waPOlW/hVGlO/gvKa1ifYf3O4gI96BzSdltU9I874VXyV0ZRE1e2Hue7DpztVFVVsW/fPqe/hsH4ToUzsSVKSzlXdLaj5qOjygVW2XLNJ5Z/pJ7BGWnbyN37ck/Pk7KjlnFHlQs6tmwq99xzD0IILrroIqfnX3rpJSwWCzfeeKNdPoKDg3nppZfYvXs31dXVlJSUsHPnTubPn8+UKVPstgvu2rUrv/32G/n5+axatYqcnBwGDhx42rKfiXI9p9ZIg/WFf/zxx8yYMYNNmzbRqVMnFi1axG+//cb//d//ERpqNZ62bt3K1q1b6dGjhzbKMnjwYGbMmMG7775LUVERF154IevWreO9997j4osvZvLkyYDVCHvrrbeYOHEio0aNYtasWYSHh/Pbb7/x9ddfM2rUKO67774zmm9FUZpcb3u2sDWrhMrj66MHxge0yN20pWUwsXsYb/5h9T5YsiOH6U2skz5bOJN6sHr/CQN2aGJgE1e2PrbPW7O/gFmjErW/z5Vv4VRpTv5/3ZmD5bhH/PhuoW26PUT/OH/eWmb9ztZnFHBRj7b3XDjfdeBsZ926dYwaNcrpubS0NG0t3qnSkbbmUTlXdLaj5qOjygVW2bYdse6eoNcpdA0/c4b0gPgAPlln3aHi5+3HGHIabXlHLeOOKhd0bNlawunmY+vWrSQmJqLX6/n000/57bffePPNN1tFrrbmnJuRdnNzY9myZVx//fV89NFH3H333RQUFPDRRx/xj3/8Q7vu66+/Zvr06Xz99dd298+dO5dnnnmGjRs3cscdd/Dbb7/x6KOPsmjRIrsXMnr0aFatWsWwYcN48803uffee9m5cyfPPPMMP//8c5PBctqCmpoaDh482CG39WgJa0/DrbulZdAlzJtIPzftuSWVzQvV35E5k3qwet+Jd3U6je+pEBPgTriPdaTxr8xCqutObOd1rnwLp0pz8v+LjQfG+K5t49at0ifGD93xqnN95pmZkT7fdeBsZ+TIkVoAmoa/0zWigVaZ1W5tzhWd7aj56KhyARSWVrA3xxqxOynYEzcX/UnuaD1GJwdjMlhNgV+2Z2O2nHrMkY5axh1VLujYsrWE083Hp59+SmRkJAEBAcybN4+lS5cSEHD6SzvPRLmec4Y0WLdOmTt3Ljk5OVRWVpKWluYQZfuJJ55ACMETTzxhd9xgMPDII4+wf/9+bd/cp556ymnU1b59+7J48WKKioqoqalh165dPPLII+3iNmaxWCgrK3PY4uZsY83+E8bZwBYa0i0tA0VRuPC4EVFvEfyWnnOSOzo+Z0oPzBahrWX3cTPSJcz7JHe0LoqiMPi48V5TbyHtULF27lz5Fk6Vk+W/qKKWVfus3gThPq5tHtjG29VIynH9SM8uPSMDVue7DkiapiPqxbmisx01Hx1VLoDf03MxH7df+8T4NX1xK+NhMjCqs3W3jfzyWtZlFJzkjsbpqGXcUeWCji1bSzjdfDz//PMUFhZSXl7OsmXLWmXAVJWrrTknDWnJ2UlNvZkNB63rNsN8XIkJcD/JHafPhTazcb+cI+ukzwS7jpVSUmU1iAbFB6DTnXlXySGJJwZa1uzPb+JKiS0/b8+m/visw6Q2itbdEHWdtBDW4H4SiUQisfLD9hOD+Benhp/x59sut/l1x9k/oSCRnEnOfsd8yTnDugOFVNdZR48GJwSekQ5+nxg/Aj1dyC+v5Y/dueSX1xDo2fEC0XQ0tmQVa/+3DSZ1JhkQd8KQTjtc3C4ynI18fzzSOsDFPc5Mp21QfAAfrsoEYPmeXMZ2CTkjz5WcedatW8eQIUP45ZdfGDNmjN25goICnnjiCRYvXkxubi6dOnXi7rvv5qabbmoTWeLj4+3+Vt386urqqKqq0o7r9XpcXFywWCxOXQFVj7SamhqHGQ6j0YjBYKC+vt5u+xew7k1uMpkQQlBd7Rix3tXVFUVRqKmp0Z6r/qumazabHVzRFUXRgujY5kPFZDKh0+mora3FbDbbnTMYDBiNxpOmW11d7bC1oIuLC3q9nrq6Ourr6+3O2ZahbT5U1DJsKt3TLcOm3k3D8lXThfYtw6LKOlbusw4uBnu50D/W/6R6eDrvxlm6wzsFolPAImD1vjy78miJfjcs49Yow9Z4N7ZytVUZnmodocoohHCa1+bod0eoI9QyUWU8nTJszTrC9p23FdKQlnQYfk/P1f4/OiX4jDxTr1O4vE8k7yw/QJ1Z8OXGLP42Qm5ddjK2Hj6x5VRq1JkLjGJLmI8rgZ4m8str2JpVghCiQwYR6kgcK6li7XHXvbhAD7pFnBmX/CGJgbjoddSaLfy+KxdxqXxX5yJ79+7lsssuc+iYAVRUVDB27Fi2b9/OrFmzSE5O5vPPP2fmzJlkZ2cze/bsU3pmbGxsi/eSz8nJsdvm0sfHh6ioKOrq6hy2vwTo1q0bAFlZWQ6d0sjISHx9fSkpKeHYsWN25zw9PYmNjcVisThNNzk5GYPBQHZ2NmVlZdozAEJDQwkMDKS8vJzDhw/b3efq6kpiojXA4oEDBxzyn5iYiKurK3l5eRQV2cclCAwMJDQ0lKqqKjIzM+3OGQwGkpOTAcjMzHToCMfGxuLp6UlBQQH5+fZeQH5+fkRERGj3qPkAa+e7a9eu2vGGnd2oqCh8fHwoLi4mO9veM8zLy4uYmBjMZrPTMkxJSUGv13Ps2DHKy+2jToeFhREQEEB5ebkmj/qvm5ubtk2ps3STkpIwmUzk5ORQUmK/xWJQUBAhISFUVlZy8OBBu3MuLi506tQJgIyMDIdvIT4+Hnd3d/Lz8ykoKOCnPWWah9AFCd7odApVVdUOMul0Orp06QLA4cOHHQyR6OhovL29KS4uJifHflbZ29ub6OjoRsuwS5cudIvwYWtWCXtyK9i0Yw8+rtZ12uHh4fj7+1NaWsrRo0ft7nN3dyc+Ph4hhF26ahl37twZnU5HdnY2/9/eeYdHVXR//Hu3pu1m03tPSCHUUEITEEREQSzoi4pgA4UXQX/62gV7QQU7glIFRJFiR1B6L4EAIRBIQnqF9LJtfn9s9mY3u9lks+1mM5/nyZPdW+aeOTt37j0zZ86pqanROzcgIAB+fn6or69HXl6e3j6xWIy4uDhWh20NyJiYGLi6uqKiogLXr+t7OPn4+CAoKAjNzc3Izs7W21dUVASZTAYAyMvLMzASIyIiIJFIcP36dZSXl+vts1UfoTXyCCEG8gLG+wgtXOwjmpub4e7ubrKPkMvlBjq0ZR+h/c1tBTWknQShUIjAwMBum1OTEILdFzWdv5DPYFSc+cGruqqD6YPD8c0+TQe28VgenhgVDb4DXJWtgb3aQXpL7mYeAyQFOcaQZhgG/cM8sftiGaobFbhW2YBIX/dufy9Yiqn6rzmcC+3zdIqd3LoBzTq8YTE+2He5HEXVTbhYXIukYNsZ8T29DTiCbdu24bHHHjN4KdPyxRdfIC0tDRs2bMADDzwAAHjiiScwceJEvPHGG5gxYwbCwsKsKlPbF9PTp08jJSUFwcHBrBEFgE3DIhQK9ba3JTQ01OisEKB50XZz01+OxOPx2P/GytVeNzAwED4+PqitrYVEIgGfz2fL9fDwMDhX975tO+sOgA126ufnB29vfY8hbWRdXUPSWLnGBii05fr4+MDTU7/f19bF1dUVPj4+bD3aEhoa2m65MpkM7u76KS+1OuTz+UZ1qN0fFBTU7m+jHdDQ1a/2PABGy9WeGxAQAF9f/fcRrQ7d3NxM6jAqKqrduvr6+kImk+HY/lPsvvuGRgHQGJKm2mFYWJhJHXp4eOjt0/4O7emQYRgMi/ZBeoHmuV7OyDAwRjOZodWDVCo1mNnT6pBhGMTExEClUunpWLd9+/n56Z2r1aG7u3uHOmyL1pPA19cXXl76a8q15erqUFcuLeHh4e3q0NvbG1Kp/vPJVn0EIQQNDQ0QiUQd9hH+/voTTFzqI7Q61t6/pvqI9uqqxZp9hLFBXWtDDWknQSAQGHT23YnLpXUouKEZxRsa5QOJi/kvwF3VQaSvO0bF+eJAVgXyrjfgx5P5mD4k3OxyuIA92kGjXIXLLRFGewVI7BphtC19Q2XYfVHjyXC2oAqRvu7d/l6wlPbqX3CjAWsP5wIARHweHky1bxsfl+iPfZc1o/z/XCy1qSHd09uAvbn99tvxxx9/ICkpCRMnTsSmTZsMjlm7di2CgoIwffp0dhuPx8Pzzz+PXbt2YePGjXjhhRfsIq+bm5tRdz8ej2fSDdBUIFGBQNBu+heGYTosVywWGxhAgObl0NS5pvaZyh7SUbmm8q8KhcJ2B6lEIhGCgtpPcWeqXEt1aKpcDw8Po/oFHKfDsnolTuVpjNdYfw8MiNQYmx21w67+NqbKTY32wTf7NQNPpwtqMTUlQm9/Z38bYzq2RIfW+m3aymULHQJd6yO0xrWpgV9T5XKlj9DVsSU6tFUfYStosDEnQaVSobq62i6jL7Zgx5lC9nNX3bot0YFuHuI3fr2AdJ01wN0Je7SDjOIaNkWGrSM+d0S/MBn7+UzLOunufi9YirH61zcrMWf9KTYGwUOpEfCXtP+wsgU3J7Te11vTCqG2IM1KR/T0NmBvMjMz8e677+L06dOsW6su1dXVyMzMxJAhQwy8IIYOHQpAs7baXnCxXThLm+VqPbgo14ajrW7htyZ4OzRy8+Aob9YTTzcNqTlwUccAd+UCuC2bOXC1HvaQhxrSToJcLkd+fj4n82N2hFypxpZTmjU1fB6DO7oYAMkSHaRG++C+QaEAgCaFGo+vPYmiKsMADVzHHu3gnM4gQ59Qmc2u0xn66RjyZ1sM6e58L1iDtvVXqQkWbj6DC0WaNWph3q5YMD7O7nKFermxueFzKupxyIaR1nt6G7A3GRkZeOmll9qdNSksLAQhxKjrtlQqhUQiQU5Ojq3FZGkbrIYLOEub5Wo9uCbXhaJqrGiZAeYzDAZ4Kx0qm4dYgIRAjevzlbI6NCnMN0C4pmMtXJUL4LZs5sDVethDni4b0t7e3liyZIk1ZaH0ULafKURZrSZwxrgEf/hJHBM1+62pyRgSqVkrUlbbjEfXnECDXNnBWT0P7ToqQN+QdQQyNxHCvTVuURnFNVCquncuRlvwwV+Z2JWhiT8gcRFg9azB8HR1zNrhh4e1uguuO3LNxJGU7oQpt0MAbLCm9lxr3dzcUF9fb3W5KBSukFVai8W/XMCWUwWobVLguZ/S2SBjs0dFINDD8fEcEgI1y23UBMgqrevgaAqFAlhgSFdVVRkNqf7NN99g4MCBFglF6Tmo1ATL97VG2ZvjwIjZYgEfy2eksIZZZkktvtxzxWHycBVtoDEhn0F8oKSDo21PnxCNMd+kUONqOX0Z1yUt70brrAePwVcPDkSsv+N+s/FJAQiQaoyu3RdLkVNBf6+eQEdRtQkhesGfKBRn4nJpLaZ9cwRrDufiuZ/OIuXt3bhYrPEQSgiU4MmbIh0rYAuJQa3PBq18FArFNFZ/cpWUlODs2bPWLpbipOzKKEV2i/EzNMobKRFeHZxhW7zdRfhu5iCI+Jpb49sDObhezy1XFUdS16zE1XLNSHVCoBRigeMCjWlJDmmdFT9XWG3iyJ7HJ7sus59fnJiAUXF+Jo62PUI+DzOHRwIACAFW7DdMVUFxPrTRchsaGozub2hosHmKEgrFEeRfb8CM746hqqF1OYFcqfGc4vMYfDStH/u+4WgSg1oDQF4soYY0hdIZuHH3UixGmyS9u+Vm1X2RfmqMZbPR1tJBXIAEDwzVRDRuVqrxw4m8Ds7gDrZuB+cLq9n0SX0c7NatpY+OIX2+sLrb3gvWQlv/nIoGHMjSrEMO93bDrBGRjhWshYdSIyARa6Ju/nyqEGU1TR2cYT49vQ1wjcjISDAMo5dbWEt1dTXq6uqsnvrKFFxsF87SZrlaD2vIVdesxI16uUGgxCaFCiXVTcgoqsGhKxX49WwR1h3JxdJdl/HQd8dQWqNZupYcIsVdA0JYw/nZW3ohOcSTMzpL0PEwyyyuNXGkcbhSj7ZwVS6A27KZA1frYQ95aPorJ0E3+Xp34WTudZzOqwKg6cBH97JstsyaOnhkRCTWtKQK2na6EHPHdA/d2rodnNeZ8e0bwg1DOjmkdRT9XGF1t7wXrIm2/st2t85GPzwsAkKOzHpIXYR4MDUCy/ddhVylxneHcvDSbYlWvUZPbwNcQyKRIDExESdOnDDYp43WPXz4cLvJ09GabkfgLG2Wq/WwRK4mhQrv/H4RG4/nQaUm4DGAl5sILkI+qhrkqJd3HJgrxs8dax8ZAh8PMRZNTkJlvRwxfh4Wy2ZNfDzE8JeIUVbbjIslNSCEmGWIcKUebeGqXAC3ZTMHrtbDVCota8GNNytKj2TDsdaZ3idGRXNqJCvCxx2DWtzMs8rqcKnE/NFZZ0TXdTqZI4a0zE2EMG9N7sCMotbUXD2dvy+Usp+7GgnfVjw6IhIigebxs+lYHpqV3EqZQbE+Dz30EPLz8/VyTKvVanz00UcQi8V6+aUpFFtT36zE+cJq1DaZjuB+qaQWU744iPVHr7HPFjUBKuvlKKxq7JQRHe3njvWPDYWPh2YAR+YmYo1orpHQ4t5d1aBA/vXul7mEQrE3dEbaSWhsbER2djaio6MdkpDcXORKNXZfbIkkLBbgjn5BFpdpbR1M6hOEk9duAAD2XCrjRGCtjrB1O9Aa0iI+D70CuKOP5GBP5F9vRKNChQv5FeDXlXWbe8HaNDY24mj6ZWS0BIvpG+qJQE/75ozuCH+pC27vE4RtaYWoaVJiT2Y5JiYHWq387tYf9gQWLlyI77//HrNmzWLzTW/evBn//PMPlixZgsBA6/3+HdHUZP3lBJbiyDarVhPUyZVwEfDZAa6uwtV7TyuXb3AYNp8uxXcHc1DdqACP0cT7GBLljUGRXvBxF6NJqUKTXIXsinp89k8WmlvWNLsIeRgc6Y3qRgWu18vRpFBB5iaCt5sIXu5CeLuL4OUmYv9rtomRHCyFwIRHEJd0lhLuhf2XywEAqw7lYPGU3p0+l0v10IWrcgHcls0cuFqPxsZGm8tDDWknoqPIqFzi0NUK1DZpUkuNS/S3WtAqa+pgdLwf8Jvm88GsCjzpwIji5mCrdlDXrGSjLCcESSx+4bImySGe+PN8CQDgQnEt+nh0n3vBFhzJb42GPSEpwIGStM/UASHYllYIAPj7QolVDWmge/WHPQFXV1fs3bsXL7/8MtatW4fa2lrEx8dj3bp1mDFjhqPF4wSWtllCCOqalahqUGj+GuW40aBAdYMcVQ0K3GjZptnf8r9RgepGBTvb6uUmRIDUBX4SMfwlLvCXatx9A6Qu8NfZ5iJs/5mtrQchBGoCMAB4POt5nBFCUNOoxI0GOdQt19J6tDEAeAwDNzEf7iIBXIQ8MAyD6kYFvj9zA7/9WIDa5ta0lmqiSZ2YUVzDLucyRkKgBJ9PH4A4Gw0gc6W/ejA1HMv3XUWjQoWNx/Pw1JgYBEg7PxDLlXq0hatyAdyWzRycpR7mYpEhvX37duTm5uptO3PmDADg0UcfNXoOwzD47rvvLLksxQnY2WL0AMDEZMtno21BtK87gj1dUFTdhOO519GkUJl8eXB2LugEGuOKW7cW3YBjGcW16BPXc38nADhV1OqSN56jhvSwaB+4ifhokKtw4EqF2evxKNxk8eLFWLx4sdF9fn5+WLlyJVauXGlfodrw76VyFAjzoSYEBND8JwCB5mWQEBPbdI4HNLO5JsuAJkI90Z6rJlCqCVRqAqVaDaVK871ZoUBVTR1cT9SDMDwoVGrNMaqW41o+q9QECnWbfS1l1Dcr2dzEXeVGi8Gd2cFyJomLAFIXYUs9CFRamdQESpUaapKnJ4tELIDUVaj5c9F89nQVQuoihMRFAIbRpMNUsbpp1VF9swoVdc2orJOjsl7zv7P1ZBjAXSSAXKmGXKVmt/N5DMbG+6OoqrFlPXD7ZcwaHokXb0voEc9/Xw8xZgyLwIr92ZAr1dhxphCzb+oekwgUiiOwyJA+c+YMazi3Zc2aNUa3U0OaQgjBv5llAABXId/iIGO2gmEYjIzzxY8nCyBXqnEi97rD0wc5Et310X04bkgjTuY4YRyMUq1GRrkmSqyvhxjxHHLB10Uk4CE12gf/ZpahvLYZl0prkRAo7fhECsVCvtyXC/ElrjrkGU8RZgskLgLI3ITwchNB6iJEg1yJstpmlNU2syma2qO2Scl6lXWG2mYlapuVKKyy77pbQjTeVFoEPAb3DAzF3LExiPBxBwDUNClw+toNnM6rglyphouQB1chHy5CPgaEy9A3VGZXmR3N3QNDsGJ/NgDgbIHplJL/ZpZi76Vy3JIUgEQ/bi0holDsQZefJKtXr7amHJQeRGFVI8pqNS/6gyK94Cri7ijvyDg//HhSk7LlYFYFNaRb4Joh7eUuQojMFYVVjbhYXAeVmlvy2ZPMkjo0KjTTK0OjvTk9yzsqzpcdVDtwuYIa0hRKO/AYQMDjQcBnwOcxEPAYCPi8lv8MBDwe3ER8yNyEkLmJIHPVGMh6392F8HQVwctNMzPcXiR/QgiqGxUao7qmGaU1TS0Gdsv/lu/1zSoIdeTh8RjwAKiUcri5uEAo4EPAY6BQE9Q2KVDTqERNo0JvZtgchHwGPu5i+HiI4OMhhpebEHweo3EDAPsPSjVBo1yJ+mYVGhQqNDQr0axUIcmHj/+7rQ/igr31ypW6CDEm3h9j4v27JJezEevnARchD00KNc6ZMKQb5SrM25CGRoUK645cA59hMDbaDfcTGSTurhgc6a35fSgUJ6bLhvTMmTOtKQfFQsRiMWJjYyESiRwtSoektaS8AoAB4V5WK9cWOhgR48N+PppdabVybYUt2wFXA41pSQ6RorCqEQ0KFQRewZxMcWMP0grq2M+pUd4mjnQ8o+J82c8HrlTgiZuirVJud+oPbU16ejr27NmDwsJCVFdXQyKRICYmBqNGjUJycrKjxXMI88bEICapD7ueFkzr2lqGaf2PttugcRVmWj7r7jNaBgDofObxNP/5PAZCPq/lPwM+jwceCIhKCVcXMUQCPvh8BkIeT89ItRcMw2iMbzeR2X29Wq2GXC6HSCQCj2fcUG9SqFDTqEBNkwLVjUrUNCnAQDNQwOcx7J+g5b+riA9fDzGkLoIuDwzqysU1uNZfCfg89A72xKlrN5B3vQFVDXLI3Axly62sR6OiNWq5ihDsvlqP3VfPAgAWjIvDM7f0spvc7cE1/erCZdnMgav1sMd7IFd9myhmwuPx7JIvzRroG9Iyq5VrCx34tLjGXiqtxbnCatQ0KSB1EVr1GtbEVu2Ay4HGtPQJ8cTOlpRPl8ob0TvMp4MznJPjudfZz0Ojua2DGD8PBEjFKK1pxulrN6BSE6vMYHSn/tBW/PPPP3juueeQnp4OoDUQjK4hMmjQIHz88ccYOXKkQ2R0FJP6BmPgwHBHi+GUdObec2lxm/Y3I4iVpXC5T+CibH1CNIY0oBlEN+aNl3ddfxmCq5CvZ1h/f/Qa5t8cazJiuT3gon61cFk2c+BqPdobzLPqNaxRiFqtxh9//IFHH30Uo0ePRlJSEkaPHo1Zs2bht99+g1rdNTceSueRy+UoLCyEXC53tCgdkpZ/g/3c34prj2ylg9RozayemgAndYwULmIrHZy6doMNxtI3lJtu0/3CZOznfRkF3eJesDYqNcHxHE0blbkJEcvRXKVaGIbBgDCNV0pdsxLZ5XUdnNE5ulN/aAu+/fZbTJw4EWfPnkVQUBDuu+8+PP/883jllVfw3//+F7fddhs8PT1x4sQJjB07tt2YJs6KQmE6d7AjcJY2y9V6cFUugJuy6S7f0l3WpUteZashvez+/vh7wXA8PSqY3VZZL8fhq4735OOifrVwWTZz4Go97CGPxYZ0eno6+vTpg8mTJ2PNmjU4cOAAMjMzceDAAaxbtw533nknEhMTkZaWZg15Ke2gUqlw48YNqFSqjg92IM1KFS4UavLbRvu6w8vdem4gttLBMB337iMceCiYwlY60HVrHxrFzVnOgeFeELTMZp7Kq+b8vWALMktqUNMSAGhQuMyu7qBdRXcA5Ex+lVXK7C79oS1IT0/H3LlzIRKJsHLlSuTn52PTpk344IMP8NZbb+HTTz/Fb7/9hpKSEnz99ddwdXXFnDlzcOnSJUeLbje42C6cpc1ytR5clQvgpmy6A+Y/HM9HZV2zwTG6M9Jh3m7wdRdiQoQQn05rXTLyd0aJwXn2hov61cJl2cyBq/WwhzwWGdInT55EamoqLl68iPj4eLz66qvYtGkT/v77b/z8889488030adPH2RlZWH48OE4fPiwteSmdFMyimrYQCP9rejWbUuGROmuk+b2jLStOKZrSEdzc92tu1iAPi0P/4IaJcqNPPidHe1sNAAMjpA5ThAz6BfW+sJ2tqDKcYI4CV988QVUKhW2bduGxx57rN01pSKRCHPmzMGOHTugUCjw1Vdf2VlSCoXCVWL8PFhjOu96Axb8cAaEaILG3ffNEYxesgcHr1Swx0f4uLGfB0e2xr65Vmm/KPQUiiPo8hrphoYGTJs2DQqFAp9++in++9//Gjyw77rrLrz66qtYuXIl5s2bhwcffBDnz5+Hu7u7xYJTuie2CjRmS7zdRUgIlCCzpBYXiqpR3aiApyt310lbmwa5EuktkTtj/NzhL+HeOhgtqdE+bBs7ea0K4X4yh8pjb3Q9JgZHyhwniBn0DZWBYTRpas7mm061QumY/fv3Y+TIkZgwYUKnjh87diyGDRuGvXv32lYwCoXSbeDxGCx/KAV3fXUIpTXNOHilAkeyK3Egq0JvwBYA3ER8+LiL0NTUBACQuQrgJuKjQa6ye7ozCsXedHlG+ocffsC1a9fw0UcfYf78+SYjKT7xxBNYunQprl27hk2bNnX1khQn4HRe6/roATounVwntSVok5oAJ3J61qz0qWs3oFRr0ylx061by1CdKNXHc6scJ4gDUKrUONLiOSAV8xAfwO310Vo8xALE+WtkvVhcgyYFt1zDuhuFhYXo37+/WeekpKQgNzfXJvJQKJTuSbDMFS/dlsh+/+DPTKw7nGtwXLi3m54NwDAMgmWuAICiqkY20CGF4ox02ZDesGEDwsPDMX/+/E4dP3fuXMTExOCHH37o6iUpJhAIBPD19YVAwO1A7NrZQhchDwmB1k2hZEsdpEZ3jzRYttDB7oxS9vMwjhvSgyK9IeRrHuj7siqhVvecB/j5ohrUtqyPHhzuCZGw+3hN9GsJOqhUE1woqrG4vO7SH9qCxsZGeHqaFxBQJpOhvr7eRhJxDy62C2dps1ytB1flArgt2+R+wYj21XiRni2oRr3ccKAz0kezX7ceWkO6SaHGjQbHBvfjsn65LJs5cLUe9pCny4Z0VlYWxo0b1+nQ4gzDYNy4cT0qoIk9EQqFCAwMhJDDL89lNU2sm0/fUJnVUyLYUgep0d5sXtEjHDakra0DlZrgj/OaYCEiAQ9j4g1TYHAJD7EAI2M1uYmLq5v0IsQ7O4d01quNSw7ldF/QFt2AY2etEHCsO/SHtkKtVpv98sDn83vUrBHXXvYA52mzXK0HV+UCuC0bn8dgzuhok8fcPyQMgH49QmStS8CKHOzezWX9clk2c+BqPewhT5ctmbKyMgQFBZl1jq+vLyoruWuEdGdUKhXq6uo4FzFPlzSdF2Rr5o/WYksdyNxESAiUAgAyimtQ1cCtEP9arK2DYzmVKK/VBO0aG+8HCYdzaGuZ1CeQ/fxberEDJbEvuoZ0/yBXTvcFbemva0hbIeBYd+gPKY6Di+3CWdosV+vBVbkAbssGAHf2D9H7HiJzhUigMR+m9g/G2Hh/APr1CPZ0ZY8vuOFYQ5rL+uWybObA1XpwOmq3l5cXiovNe0ktKSkx2/imdA65XI7c3FzO5XDTRS/QWJj1A43ZWgfDW9JgEQLsvVRuk2tYirV18OvZ1nv89r7BJo7kDqNjvNDyjMfv6cVQ9QD37uoGBU605DgPkblAVV3C6b6gLfGBEohbfjTdfqKrdIf+0JaYillC4W4eaWdos1ytB1flArgtGwC4CPmYNzaG/f7hvX2x/tEheHtqMj68tx+7XbceIV6thrSjZ6S5rF8uy2YOXK0Hp/NI9+vXDzt37oRSqezU8QqFAn/99RcSExM7PpjilKTpBhrrJqmvdJmQFMB+/uOc88901jQpsONMIQDAVcjHuAR/B0vUOSQuAgwK1jzEy2qbse9ymYMlsj27LpZCodIMGIxP8Ot2hpSQz0OfkNZUKxU9MHWZNVm8eDH4fH6n/958801Hi0yhUDjMwvG98MLEBHw+fQBGxPpiaLQPHkqNYGem26JdIw3o55umUJyNLhvSd999N4qKirBkyZJOHf/ee++huLgYM2fO7OolKd0YpUrNplAKkbkiQMrdFErtMSjSG74eYgDAvsvlqG/u3CBSd+XnUwVoaAkscvfAELiLubeusD0mxLZGrN54LM+BktiHP3UGdm5N6h4DHm0ZGNHqpXL6Ws9Z224LCCFm/1EoFEp7CPk8PDUmBpP7dc4zLT6gNZisNZbrUChcpcuG9COPPILY2Fi8/vrr+Pjjj9v1Q1cqlXjrrbfw5ptvok+fPrj77ru7LCyl+3KxuBaNLWlt+nfD2WhAE3RjYrJmVrpZqcY/mc4700kIwfoj19jvM4dHOk6YLpAS7IpAqWbQ49/MMhRXO28uy+pGBQ5kadZHB0pd0C9U6mCJusZAnX7htBXcu3sqarW6S39cW9tGoVC6L17uIjba94XCGjQraf9CcU66bEgLhUJs27YNEokE//vf/xAZGcnmi161ahW++OIL/Pe//0VUVBQWL14MLy8vbN26FXw+35ryU1pgGAYCgYCzLp26KaNSdXL9WhN76OD2Pq2jsRuOXjNxpGOwlg6O51xHdoUmHc6waB/0CrBuqjJbwjAMxCIh7h2o+a3UBPjxRIGDpbIdPxzPg1ylBgBMTA4En8fjdF/QHgPDdWak8yybkeZ6f0hxLFxsF87SZrlaD67KBXBbNnNoWw/tpIlcpUaGFdIaWksuLsFl2cyBq/WwhzwW+Wr27t0bJ0+exKxZs3Dw4EF89913ekJr3cVuueUWrF69GsHB3SNYUXfExcUFCQkJjhajXXQN6aE2ykVsDx0MjfJGtJ87ssvrcSznOi4UVaN3sHk5W22JtXSw5VSr4fmfltQW3QWtDjyDGvHVvhyoCbD5RB7+e3Ms+DxudfKWIleqsfpQLgCAYYAZwyI43xe0h7/UBSEyVxRWNSK9oAoKlRrCLqbI6646sBf5+fm4dOkSwsLCEB8f72hx7I5YLHa0CAY4S5vlaj24KhfAbdnMoW09BoR7YetpTZyVl7aew1tTkzE40jYTKebIxSW4LJs5cLUeLi62X0ZqcSLf6Oho7N+/H0ePHsWiRYtw7733Yvz48bjvvvvw2muvIT09HTt37rSrEV1ZWYn58+cjIiICrq6u6NevH1atWtWpc1UqFZYuXYrExES4uroiMjISr7zyChobDV1DLblOT0KlJjieo4ko7O0uQpy/RwdncBcej8EjOm7OWiPGmahvVuL3ljW3ErEAE5ICOziDmwR5uuLmlgBpRdVNThl07JezRSipaQIAjE8MQIxf9723AGBwpGZWukmhxim6Ttoi1q1bh9tvvx0nTpxgt6lUKsyePRtRUVG49dZbkZSUhDFjxpidgYNCoVA64qY4X/ZzZkkt7vvmCHJaPN0oFGfBYkNay5AhQ7Bo0SJs3rwZO3fuxKZNm/DGG28gOTnZWpfoFPX19bjlllvwzTff4O6778ayZcvg6+uLxx57DO+++26H58+dOxfPPvssevfujaVLl2LChAl47733cNddd+kFZLH0OtamqakJmZmZaGpqsvu1O+JicQ1qWwJzpUZ728zVwl46uHtgKCQuGmeOHWcKUVLNHZ1bQwd7L5WzQcbu6BcMV1H3Wo6hq4PpQ8LZ7dvTihwolfUhhGDl/mz2+5ybogFwuy/oiNHxfuznPRbEIOjOOrAGTzzxBB555BH89ddfyMtrDbb32muv4dtvv4Varca4ceMwfvx4HDhwAOPGjeNc2hJb0tzMvajwztJmuVoPrsoFcFs2c2hbjwgfd3YwG9CkDt13yf4D2lzWL5dlMweu1sMe8ljNkO4McrkcNTW2XSfxxRdfIC0tDWvWrMHSpUsxZ84c7Nq1C7fccgveeOMN5Ofnt3vusWPHsGLFCjzxxBPYsmULnnzySaxYsQJvvvkmdu7ciZ9++skq17EFhBAolUpORl/dn9Wac3lolG3cugH76cBdLMBDqREAAIWKYPWhHJtezxysoYMDOr/XbcndbzZaVweje/lB0hJt/NCVCqidKKf0vsvluFRaC0ATqGtQi8scl/uCjhjdyx9a7/t/LTCku7MOLOXvv//Gd999h+joaPz000+YOHEiAKCsrAyffPIJGIbBp59+ir///hs7d+7E+vXrkZmZieXLlztYcvvBxXbhLG2Wq/XgqlwAt2UzB2P1+O/NsXrHnHJAIEku65fLspkDV+thD3ksSn/1448/GmyvqanRGwHX5b333oOXl5fRfdZi7dq1CAoKwvTp09ltPB4Pzz//PORyOTZu3GjyXAB49tln9bY/88wzEIlEWL16tVWu09P463wJ+3lsfPdMzdOWR0ZEQtSyfnPDsTzUNCkcLJF1IISwEaBFAh6G2CgwnL0Q8HlIjdEM3lTWy5FR7LiAJ9bmu4OtAzizb4pxoCTWw9tdhAEtQceyyuqQT/OPms2aNWvg5uaGgwcP4u6774a7uyZy7o4dOyCXyxESEoJ58+axxz/wwAPo378/tmzZ4iiRKRSKkzIw3Av7nx/Lfj+Ve93ocVtOFeDmj/di0Nu7MeL9f3HzR3ux40xhl6/bKFehqqHneNlQHEeXDent27cjMzPTYPvSpUsRFRVlkVBdpbq6GpmZmRgyZIiB+/DQoUMBaGad2+Po0aPw9PQ0WDDv7u6O3r17s+daep2exJWyOjZ/dO9gKcJ93BwskXXwl7jgnpQQAEBdsxIbjjpHruLsinoUVmniAQyN8oaLsHu5dRtDd52WdpCgu5NX2cDWJdzbDbckBThYIuuh6wr4a7pzuePbg8OHD+OOO+5AQIB+m/jnn3/AMAwmTZoEHk//0T9y5EhcvHjRnmJSKJQeQriPG4a3DGgXVTfh8bUn8c/FUlwurUVmSQ12nCnEcz+dRXZ5PSrqmlFY1Yjsinos3HwGB7vwzC6ubsSQd3dj1Id7aKwNis2xKGo31ygsLAQhBGFhhlGGpVIpJBIJcnLad8MtKCgwei4AhIaGIi0tDdXV1RZfJzo6Wu+7dr1WU1OTXlAzPp8PkUgEtVptdE2Xq6sre752v/a/UCiEQCCAUqmEQqE/W8rj8SAWi0EIMbp+wMXFBQzDoLm5GWq1Wm+ftlyVSmWwpo5hGDZCnrYeqw5cYfff2V8TcE4ulxvkLBUIBBAKhR2W29TUZOCqIRKJwOfzoVQq9XQAdF6HHZVrTIdPjIrGDyfyQQjww/FrmDkkiB1Y6YwOTf02ujrURSwWg8fjtatDLW3r2lkd7sssZbelRsrQ2NhoFR0qFAr299HSUbld1aG2/RBC0NjYiMHhram79l0qxZybokzqsDPtsCu/jaXtW1eH3x9pXRs9fUg4GBA0NmruZd2+QLeP6Eo7tEcfoYtYLMYdfYOwZOellnpew0ODgiDk88zSYdv+0JJ2aEkfYUqH2nKtTVlZGSIjIw22Hzx4EAAwZswYg31SqRS1tbU2kYdCoVDuHhiKw1c12Vt2XyzF7oulHZyhWVP95Z4rGKkzGK7Lb+lF2JVRivk3xyFWJ4jttrRC1DZp+vl7vj6MMb188ERf2/S3FIpTGdLV1ZqZTw8P45Fr3dzcUF/ffsTA6upqxMQYd5F0c9PMpNbX11t8nfYoKCiAVCplv3t6eiIsLAwKhQJXr141OF4byK2goIB9KS0o0KQtCg0NhUwmQ3V1tUFEVg8PD0RGRkKtVhstNyEhAQKBACUlJQYvV4GBgfD19UVdXZ3BOnAXFxfExmrWw2RnZyO/So4fT2lmlMR8BlOSNTNN5eXluHFDf5TQ19cXgYGBaGxsRG5urt4+gUDAegnk5uYavAhHRkbCw8MDdXV1ejoAAC8vL4SEhEAulxvUlWEY9O7dmz2n7ctuWFgYPD09UVVVhZKSEr19EokE0RERGBrpjaM513HteiP+PnERsT4aIzgxMRF8Ph/FxcWsXFqCgoLg4+ODuro6PVkBzcu1tg0a+23i4uIgFotRWlrKtkMtfn5+8PX1RUBAgEG5IpEIvXr1AgDk5OQYGHrR0dEad9DLrfUME9bj6tWr8Pb2RnBwMJqbmw1k4vF4SEpKAqBJqdPWEAkPD4dUKkVVVRVKS/UfnFKpFOHh4VCpVEbrmpSUBIZhUFhYiIYGfRff4OBgeHt7o6amBkVF+rOWbm5uiIyMhFAoxKVLl0AIgb87H2X1KpzOq0KTXAE3FzFKSkoMYjYEBATAz88P9fX1BktUxGIx4uLiWB22NSBjYmLg6uqKiooKXL+u777m4+ODoKAgNDc3Izs7W28fn89HYmIiACAvL8/ASIyIiIBEIsH169dRXl4OlZrgx5Oa35fPA+5NCTXaRxQUFEAmk7Gf2xquXOgj2hqmsbGxiPBxR2qEBEev1aKougmf/3kWdyZKu9RHaO8DbR9RWVmJigr9GQ5b9hERERHttm9bBeIUiUQGcubk5KCoqAgMw+Cmm24yOKe0tJRtKz0BoVDoaBEMEIlEiIyMhEgkcrQoFsHVenBVLoDbspmDqXrcMzAEv6cXYc+lciNnttIrwAOPjIjCJ7suo7y2GUeyK/HBX5l4fkI8eDwGtU0K/Hq2GMdzKrH9jObZn3e9AdvmjmDLuFCo/1zfe7kSfYIjkcpB/faE396R2EMepzKkO1pUTggxcGnr7PnafTwez+LrtH2RPn36NFJSUhAaGqpnyPP5GrdaoVDYroEPaF6Ijc0KARpjXDsIoEUrG4/HM1qu9rqBgYHw99df06wt18PDw+BcXTf3gNBwLPjrFJQtYs0aFg5/mWatnp+fH7y99dfeamdTdQ1JY+VGRkYanRUCNMZ425dBbV1EIlGHOmyvXJlMxq4z1KLV4eT+wTjaktorvUqEW4fE6O0PCgpq97cxpkPddmNMXu25AQEB8PXVH6UVCATg8/nw9vY2GOTR1WFUVFS7dc0s07yAuwn5uDklAXwew+pQLBab1GFYWJhJHbaVSVsun883Wq5W5pCQkHZ1KJVKDWb2dGcCteUOjmrG7+dLIVcRXK1oQJ9QMQIDA+Hn56d3rrYduru7m2yHxpavaD0JfH19DWJBaMs1pkPdcsPDw9vVobe3N6RSKU5cu4GqJo2Rf3O8P/wkYqjV6m7XR7T1zNGt6//dmohpK44DANaeqcatKbHw8dHo1JI+wsfHB56e+nnfbd1HtNe+bUV0dDQyMjL0tv35558ANAMgxlJR7tmzx2FLshyB9jfnEnw+v93B+e4EV+vBVbkAbstmDqbqwTAMvn4oBQeyKlBS04T3/7iIernK4LidC28CwzDYd6kcf13QDE5+vfcqrpTVwV8ixoZjhsvo0vKqcL6wGskhmr7dWCyUq5VN9L63IVythz1+c6cypCUSjQtn29krLQ0NDSZfFiQSiclzAc0Lk6XXaQ8XFxej7n48Hs+kG6BYLIZCoUBlZSV8fHz0RtsFAoGey68uDMN0WG578Pn8ds8lhGDR71m4Uq6ZlY/z98DTtySwL5amRohMlQt0nFy9urraQAdAxzo0Va4pHU5KDsKiHRegVBP8lVGG16Yk673Um9KhqXIB066f7emwvXagS3t1LattQlFLKq8+oZ7wcDc0rrqqQ6FQ2K48nWnf7WFMhwqFAiUlJfDx8WHLHRjpg9/Pa2bE0wtr0CfUy6J22JXfpjPldkaHh7Jz2W2T+gYB0NehbhvQ0tV2aKs+AjCtw8HRfpg1PBJrDudCrlLjmS3n8cu8kfASdk6H7d0HlrTDrvYRHenQ2kyaNAnvv/8+Dh48iJEjR6K+vh5ffPEFGIbBfffdZ3D8t99+i+zsbL3Amc5OW68mLtCZvrs7wNV6cFUugNuymUNH9XAR8tl4HtMHh2HLqQIcyKrA7+c0HlFSFwH7/jQ4yps1pAFgV4ZpV/AHvz2GX/87EiFermyQyl4BHsitaIBcpUZGYRUUCgXn9NtTfntHYY/f3K7pr2xNZGQkGIYxcGsFNAZWXV1du2ugAc0sk7FzAY1bn6+vL1xcXCy+ji1QKpWoqKjgxAvCdwdz8Hu6pmOUiAVYPiMF7mLbj9k4Qgde7iKMiNXMDBdVNyGrrK6DM2yLJTpIz291Fe8fJrOiVPbFmA76h7XOQp5xQPoNa/JPS1ooHqNJF9UWLvUFlvDSpAT0C9X8bvnXGzFv42koVeoOztLgLDroCgsXLoRUKsUtt9yCsWPHIiEhAZmZmfD19cX8+fPZ49LT0/HKK69g3rx58PDw0Ivk7exwsV04S5vlaj24KhfAbdnMwZx6CPg8/GdIOJZM64uIliC0b01tXe5y14AQhHp1fgCyulGB//18Fml5N6BsSXMZ4eOOaD+Np1D+jSbIFdzLrtITf3t7Yg95nMqQlkgkSExMxIkTJwz2aaNoDx8+vN3zhw4diuvXrxusZ6urq8OFCxfYcy29jjOTV9mAD/+6xH7/+L5+iPHjnruHNRmlEwjj8JXuGxX6TH4V+7k7G9LG6B3sCUFLguKzBVWOFcYCrlXW40rLYM3AcC94u3NrPZI1EQv4+PqhFPh6aGa9D1+txCoO5WznKr6+vvjnn38QFRWFffv2obCwEGFhYfjll1/0ltRMmDAB77//PhiGwffff4/AwO6XM55CoXRv3EQC7Fx4Ew6+MBZ39g9ht3u7i3Dgf2OR9c5tePeuPpC4CDA8xgc/PzUMl96eiJOvjsdDqeF4/tZ49pyj2ddx7/Ij7PcwLzcEemo8iVREY2wfy67EQ98ew8d/X0J1I/cMa0r3w6kMaQB46KGHkJ+fj02bNrHb1Go1PvroI4jFYpPuaw8++CAA4MMPP9TbvnTpUigUCsyaNcsq13Fm3vkjA/KWWaPHR0ZhQm/nfzkbHqNjSLdEpeyO6BqY/ZzMkHYR8pEQpFmSkVVWh7pmbo2adpZDV1rb19gEw9loZyNY5oqvHhwI7WqJz/65guoG+vLTEQMGDMCFCxdw4cIFpKWlITs7m03NqOXWW2/FU089hfT0dEyZMsVBklIolJ6Oi5CPUC/D1KgMw0DI5+GBoeE4/dot2PhEKlIivCEW8OHrIcbbU/tg3thYTEsJNVpuqJcrfNxblx99dygP9684ioNXKvD5v1fw8rZzNqsTpedgkb/t9u3bDaKnnjlzBgDw6KOPGhyflpZmyeU6xcKFC/H9999j1qxZOH36NHr16oXNmzfjn3/+wZIlS9hR9/T0dKSnp6Nv377o27cvAM0s8qxZs7BixQrcuHEDt956K44dO4Zvv/0WkydPxtSpU82+Tk/iTH4Vdl7QrGPxk4ix8JZeDpbIPiQESuDtLsL1ejmOZldCpSbg85iOT+QQhBCcbZmR9pOIEeRpei16d6RfqAznC2tACHCuoBrDYnw6PoljpOW1RrtPjfY2caTzMCTKG/cPCsMPJ/JR16zEuiO5mD8uztFicR6lUoni4mKUl5ejoaEBQ4cO1QtmuHbtWgdKR6FQKJ1HyG9/3m/RlN4gALac0l9uGRfggZKa1gwG3x3WD1R2scgwKBmFYi4WGdJnzpxhDee2rFmzxuh23UBMtsDV1RV79+7Fyy+/jHXr1qG2thbx8fFYt24dZsyYwR63detWvPHGG1i0aBFrSAPAypUrERsbi1WrVmHHjh0IDQ3Fq6++ipdeeklP9s5ex17w+Xx4eXk5NCrh90evsZ+fGd8LHnZYF62Lo3TA4zEYFu2D388Vo6ZJifOF1Q6b0e2qDvKuN6CmJe9iv1BPm9+ntqQ9HfQLlbERP88Xdk9DWut+L+Ax6B3safQYLvQF1mbumFj8dKoAKjXBqkM5eGxUFNxE7fcvzqgDc/j555/x1FNPobKy1YMhOjoaa9aswYgRI0yc2TPgYrtwljbL1XpwVS6A27KZg6Pq4SEW4O2pydieVsiujwaAAeFeyDBhLHPBM43+9rbFHvIwpKNcTu1gyWj2zJkzu3yuM6JNf3Xq1CkMHDjQ0eJ0iaoGOYa++w+alWpIXQQ49vJ4uIq4dUPZkvVHcvHajgsAgEWTk/DIiO6VSubXs0WYv0njMfLM+F5YMN75ZvwuFtfgtk8PAAAm9wvG59MHOFgi86htUqDvG3+DEKBPiCd+nT/S0SLZlWc2n8G2tEIAwNL7++GuAcbd+Xo6x44dw8iRI6FSqRAUFISwsDBcvXoVlZWVcHd3x+nTp9l86D0NZ3jWUigU4xRVNWL4+/8CAIZEeuPHJ4dhy6kCPPfTWfaYfqGeqJercKWsDiIBD5ffvs1R4lKchC5PGVJjmFuo1WrI5XKIRCKTOaxtxba0QjS3JI2+JyXUIUa0I3UwILw1b/BZnaBd9qarOjhX2Bqxu2+o8ZnO7kJ7Oojz94BYwEOzUo1z3TDgWHpBNbTDngPCZe0e5+i+wFZMHxLOGtI7zhSZNKSdVQed4ZNPPoFarcby5cvxxBNPgGEYqNVqvPfee3jttdfw6aef4osvvnC0mF3m+++/N/D6euGFF/D+++93uoy2OdW5gLO0Wa7Wg6tyAdyWzRwcXY9gmSt+mz8Sf54vxrQUTeYcf4l+isZHR0Zh47E8XAEgV6rRpFDBRei4SR9H68xacLUearXa5vLYtPS8vDzs37/flpegtNDc3IwrV66gubnZIdf/+0Jrjr//DA53iAyO1EF8oAQigeZ2OltQ3cHRtqOrOkjXMSyTQ7q3Id2eDgR8HnoHSwEAuZUN3S5ole76aFNR1R3dF9iKQRFeCJFp0qEcyKpARV379XNWHXSGo0ePYtKkSZg9eza7RIPH4+GVV17B0KFDsXfvXscKaCEXL17Egw8+iOLiYvbv1VdfNasMuVxuI+m6jrO0Wa7Wg6tyAdyWzRy4UI/kEE88f2sCIn01aa9SIrz09g8M94LMrTWvcJWD3wO4oDNrwNV62EMemxrSq1evxtixY215CQoHqG5U4ETudQBAhI8begU4d7orYwj5PCS3GGk5FfWoauDei1p7qNUE5ws164iCPV3g12YE15noGypjP58vctyAR1dw5vRknYHHYzC5XzAAQKUm+ONcsYMl4iZlZWVITk42um/YsGHIy8szuq+7cPHiRfTt2xeBgYHsn4dHz3vmUCiUjnEXC3BXf03w38RAD4R6ucLTtdWQpimwKJbCnfl3SrflQFY5G+Dh5gT/bh2oyhJ0A4w5clbaXHIq69mgG326uVt3R/TRmW1P70a/ESGENaQ9XYWIahlt72lMaTGkAWBXRqmJI3sucrkcrq6uRvd5enqioaHBzhJZl4sXL6JXr56REYJCoVjO65PisXisP1Y9PAAMw0DmJmL3ldc2o65ZidyKepwv7D7vBBTuQA1pisX8e7GM/TwuIcCBkjgW3VlCR66TNpdzBbrro2WOE8QO6K7/PldY5ThBzKTgRiMq6jReDv3CZD12sCoxSMK6dx/NrkRNE51NaEtH8UO7GF+UEygUCly5cgVbtmxBVFQUEhISsGTJkm5dJwqFYltchHwMCnGFrGUmuleAhN330HfHkLxoJ8Z8tBd3fH4Q647kIreiHvsul6O+ZYKhUa6CWk37GIpx7JufiGJTHPFyrVIT7LmkMaTdRXwMiXJsbltHGhj9dIxQRxrS5upAd2a2TzdfH62lPR1E+3nATcRHg1zVrWakdd26B3TCrdtZDW2GYXBLUgDWHM6FQkWw/3I57ugb3O6xlO5FY2MjCgsLje4LDw9HdnY2lEolPD09sWPHDpw7dw7z58+HSCTCggUL7Cyt9XGWNsvVenBVLoDbspkDV+uhK1dqdPvvqa+3ZF8BgIRACVIivNi0mX8uGIXEIKlNZbMWNU0KZJXWom+ozGQObmvC1d/e1nTZkH700UcxdepUTJkyxZryULqIq6srevfubffrpuXdwI2WYA039fJjA245AkfpQEuEjxtkbkJUNShwtqAKhBC7dyxd0YFuoDFnMKRN6YDPY5Ac7InjuddRcKMRlXXN8PHg/prwtLwq9nN/ExG7AcffB7ZmfKLGkAaA3RmlRg1pZ9eBs3Ls2LF246qkpaWhf//+qKiogI+PJgd83759UVpaiuXLl5tlSLu4uFhFXmviLG2Wq/XgqlwAt2UzB67Wo61coV5uCJG5orCq0eR5mSW1yCypZb/f9ukB7H9+LMJ93GwmmzU4V1CNyV8cBADMHROD/01MsGr5xuDyb29rumxIr1mzBpGRkSYN6TFjxnS1eEo34Z/MVrfumxP8HSiJ42EYBv1CZdh3uRwVdXIUVjUi1Mt6Ha4taNSZmY3wcYOXu6iDM7o//cNlON4SHO94znXc1ifIwRJ1zJl8nYjdTu5+3xFDorwhEQtQ26zEnkvlUKrUENhpxL27sH37duTm5hpsP3PmDADNQHhbGIbBd999Z2PJTDNmzJgO3bS1RrSWhIQEFBUV2VIsCoXiZDx/azwWbj5j9nlb0wqwcLwmRsOVslqczqvCmHg/+Eu4Mzi3+WRrQMmv9l61iyHdk7Gpa/fo0aMxevRoW16C0kJTUxMKCgoQGhpq19F27fpohgHGOtiQdpQOdOkXpjGkAc0sor0NaXN1cPLadchVmpyqw2N8Oji6e9CRDoZF+2DF/mwAwOGrlZw3pOVKNc4XaaKqR3ZisIML94EtEQl4GB3vh9/Si1HdqMDJazeQGq3fdp1dBx1x5swZ1mg2xpo1awy2ccGQ7ojff/8djz/+OPLz8yEQaF5fzpw5g/j4eLPK4VqKFsB52ixX68FVuQBuy2YOXK2HMblSo30g5DNQqAjmjolBYVUjdpxpHZBzF/FRL1cZlLVsdxb2ZJZhqM57hJuIjx9mp3YpxowtdJbR8r5gT7j829taHrpG2kkghKCpqcmuQVfyrzfgUqnG7aV/mAy+DnaRdYQO2qK7fvVMfhWbrsdemKuDw1cr2c/DYnxtJZZd6UgHg6O8IeAxUKoJDl+tsLN05pNZUgO5UjPY0Zm0V1y4D2zNLUkB+C1dk/5qd0apgSHdE3TQHqtXr3a0CDZj+PDhUKvVmDt3Lp5//nmkpaXhgw8+wLfffmtWOVxsF87SZrlaD67KBXBbNnPgaj2MyRXo6YLvZg5GZkkNHkqNwJWyOvyWXgyVmiApSIqP7+uH2z49AAC4vU8QdmWUspMOZwuq9TKzNMhVmLvhNP5+5ia4icwzq2yhM21gUkAzIGAPuPzb2xpqSFO6jDbIGACM6+Fu3Vp0DZ20vBvtH8gRDl9pNSSHRTvHjHRHeIgF6Bcmw6lrN3C1vB4l1U0I9OTOCGpb9AKNhXs5ThAOMaaXP/g8Bio1wa6LpXjl9sQeG+ikLTNnznTIdY8dO4YRI0bgr7/+wvjx4/X2VVZWYvHixfjll19QVlaGXr16YcGCBUZdzE3h5eWFP//8EwsXLkT//v3h5+eH999/H9OmTTN6fHR0tN537Uy0QqFAY2Pr+kg+nw+RSAS1Wm10tlq7zq65uRlqtVpvn1AohEAggFKphEKhH0Wex+NBLBazL5ltcXFxAcMwaG5uZq+r/a8tV6VSQS6X653HMAw7y6JbDy1isRg8Hg9yuRwqlf6smkAggFAo7LBcYy/FIpEIfD4fCoUCSqVSb5+uDnXroUWrQ1PlWqpDU79NW/1qywUcr0Pddunq6tphO7TktzFWbmd12NFv01bH1tChNX4bXbl0dTg4zAODwzwAlQJxPmKse2QQdmeW465+QYiUCXH2lTG4UFyL3kESRHi74Kt9OQayaCm40Yik13fi7SmJuGeAvpebKR1qZSSEGK1rZ36btjpU6OhEoTJerrXbt1bHWhm70g5t0Ufo/ua2wiJDeu/evWafwzAMXnvtNUsuS+EIuy/qro/uuWmvdPFyFyHK1x05FfU4X6SZSXRkADZTVDcocK4lb2J8gAR+Eu4H3bIWw2N8cOqaZqDj4JUK3JsS6mCJ2kcv0FgnZqR7Ap5uQgyJ9MaR7Epcq2zA1fI6xPpLOj6RYhOysrJw1113GbyQAUB9fT1uueUWnD9/HvPmzUNCQgJ+/PFHPPbYYygpKcHLL79s1rUGDhyI/fv3WyRvaWkprl69yn739PREWFgYFAqF3nYtycnJAICCggKDl9LQ0FDIZDJUV1ejuLhYb5+HhwciIyOhVquNlpuQkACBQICSkhLU1tay1wCAwMBA+Pr6oq6uDvn5+Xrnubi4IDY2FgCQnZ1t8NIZGxsLFxcXlJeX48YN/QFdX19fBAYGorGx0WAdvUAgQEKCZj1lbm6uwYtwZGQkPDw8UFlZiYoKfW8eLy8vhISEsOdo6wFo3vu0gYgKCgoMXnbDwsLg6emJqqoqlJSU6O2TSCSIiIiASqUyqsPExETw+XwUFxejrq5Ob19QUBB8fHxQV1fHyqP97+rqipiYGAAwWm5cXBzEYjFKS0tRXa2f4cHPzw8BAQFoaGjAtWvX9PaJRCI2z3lOTo7BPREdHQ03NzdUVFSgsrJSb19VVRWkUimam5sNZOLxeEhKSgIA5OfnGxgi4eHhkEqlqKqqQmlpqd4+qVSK8PDwdnWYlJQEhmFQWFhokGc+ODgY3t7eqKmpMYhF4ObmhujoaBBC9MrV6jg+Ph48Hg8lJSWoqdF3Nw4ICICfnx/q6+uRl5ent08sFiMuLg6ARodtDciYmBi4urqioqIC169f19vn4+ODoKAgNDc3Izs7W29fUVERZDIZACAvL8/ASOwbEYERcb1b+gdNXaUA8q9VYHqyJ/532+0ovVGHYR/uQ3vZsF795SKOXSrAnMGtkcFN9RFaI48QYiAvYLyP0NJeH9Esb71v5SrjfY+t+ojm5ma4u7ub7CPkcrmBTLbsI7S/ua2wyJDet29fp41phmHYKMbUkO7+3KiXs7OZITJXJAbRl1gt/cNkyKmoh1ypxsXiGvTjqPGz80IJ+zAYGeccbt2dZVScHz7/9woA4K/zxZw2pLUz0iIBzyapN7or45MCcCRb8yK6K6OMGtIOYtu2bXjssccMXsa0fPHFF0hLS8OGDRvwwAMPAACeeOIJTJw4EW+88QZmzJiBsLAwm8jW9sX09OnTSElJQUBAAGtEAZqZEkAzw6O7vS2hoaFGZ4UAjTHu5qYfE4PH47H/jZWrvW5gYCA8PT3ZNYZisZgt18PDw+BcXe+LtrPugMaYAzQGn7e3fqof7dpyXUPSWLmRkZFGZ4UAjbHi6amf4UFbF2352nq0JTQ0tN1yZTIZ3N3d9fZpdcjn843qULs/KCio3d/Gw8MDoaGhevrVngfAaLnacwMCAuDrq/981NbRzc3NpA6joqLarauvry/7gt/c3IyCggL2u1gsNtkOw8LCTOrQw8NDb5/2t2lPh1qZQ0JC2tWhVCo1mNnT6pBhGMTExLD10OpYt337+fnpnavVobu7e4c6bIu2Xfn6+sLLS99LS1uurg61cgUHty61Cw8Pb1eH3t7ekEr1n7Xauvh5uuHkS6Px1MazKKlpxhMjI7DiwDXk3WgdYPv1Ui2q1SKcL6xBbZMS/zwbARmM9xFyuRz5+fmsDtuiq0N/f33Pz/b6CIZXBKB1ACc8MsogBZa1+witjrW/jak+QiQSddjPWquPsEc8DIsMaRpMjDuIRCKEhYWxjc3W/HWhBMoWK+z2vkGccKu0tw7aY0C4DNvSNLlQ0/Ju2NWQNkcHW9NaZwzu6MvtgFvm0BkdpER4IUAqRmlNM/ZdLkdZbROnom5qqWqQI6eiHgDQO1jaKe8GrtwHtmZ8oj/e+i0DALD7YimeGtP6AO0pOnA0t99+O/744w8kJSVh4sSJ2LRpk8Exa9euRVBQEKZPn85u4/F4eP7557Fr1y5s3LgRL7zwgj3Fhpubm1F3Px6PZ9IN0JhhqEUgELAvoG1hGKbDcgUCAcLCwuDh4cG+cAKal0NT55raZ6r9d1SuqQA9QqGQfYk3dp6xenSmXEt1aKpciUTSrlyO1qG2v9IaCB21w67+NrZu39p6tNWxJTq0xm+jK5cWS3ToLfXA5idHsNvuSonAucJqPL0pDWW1GsNtf1art8FNH+3HpidSMSzGx0CHWtl0Bx6MYeq3aatDVZvZcoFIDNd21m5bq31r66HdZkk7tGYfYY93AIsM6TFjxuD111+3liwUC+Dz+fD09IRCpYY9Qgv8lt7q4sMVI0yrA0czIKx1hDQtvwqz7HjtzurgUkktjmZrXKKifN2dymW4Mzrg8xhMHRCCb/ZlQ6EiWHMol5MpIk7rrLPv7G/ElfvA1kT4uCPO3wNZZXU4nXcDFXXNbMBDW+lAqVKDYRjweY4fOOQCmZmZePfdd/Hss8/ivffeM9hfXV2NzMxMTJkyxWCwdejQoQA0a6vtjakXVkfhLPctV+vBVbkAbstmDlyth63lchcLkBrtg23zRmDE+/8aPWb6yqN4687eGBLlg/jAVu8pW8imauN3rlASwMb2JJd/e1vDzcWbFLO4Xi/Hoh3nMObDf/DK1nSbX6+wqhFHWqI9h3u7oU8IN24epVKJiooKgzUb9iYhSAJxy8yhbqAoe9BZHXz2Txb7eUZqBCc8CqxFZ3XwyPAoCPmaeq8/eg21TQqTxzuCIzpR1YdGeZs4shWu3Af2YHySJjYDIcAf51rXntlKBweyKpDy9i7M35TGrrHvyWRkZOCll15qd7aksLAQhBCjrttSqRQSiQQ5Oe0H8LEVXLw3nOW+5Wo9uCoXwG3ZzIGr9bCXXCEyV3x4T99297+24wJuXbYfm0/kobKuGW/+moF3fruAnIISq8rW1pBuNhK7wtpw+be3NdSQdgLcRHxsOl6A3OtNOHClwubh3lcdzGHX1t49MIQzRphCoUBJSYlBRD97I+Tz2MGFa5UNqKyzX87SzujgXEE1fm8xOnw9RLh/sG3WJzqKzraDQE8X3DUgBABQ26TE6kO5dpDOPLRrgBkGGBrVuajqXLkP7MHkvq1r3lYdzIFS1Rox1BY62He5HFUNCvx6tgjltdzLRWxvTLkbAmCDNLVds6nFzc0N9fX1VperI7j2sgc4z33L1XpwVS6A27KZA1frYU+57hschtWPDMbS+/thyb19MSBcZnDMCz+fQ8rbu7HqUA5WHszFst2XrSqbsu2MdFtfbxvA5d/e1lBD2glwEfIxKEJjuBVXNyO7wnYvJtcq67H+qCZKpUjAw0OpETa7VndmYESre/ehq5UmjrQ/S3dfZj/PvzkO7uKemwXvqTGxrJvuyv3ZuFEv7+AM+1HdoMCFIk2k04RAKbzc6XrftiQFSzE8RjPAkFvZgI3H8zo4wzL2tqT8E/AYjIjtGeniLKGjQV1CiF7QJwqFQunujI33x10DQjFtUBi2zR2BEJnp9Es7MmtN7jcXQ9dudTtHUqxBl59gixYtwpgxY6woCsUSRsS0vtQduFxuk2s0K1X478Y0yFtuykdGRLJrEin6jOnVGqHyn4ulJo60LxlFNfg3U2MMhMhcMX1IuIMlcixRvu64b5AmYndtsxLL9xumTnAUx3OvQ2uHpEZ3zq27J/J/E3qxn9/94yIulVj3pURLbkU9cis1qWFSIrwgcTEeSIXSikSiWQvYNqWOloaGBpunJqFQKBRHMnds+xGqtaw4kGuVaxFCDA1pFTWkbYlFhvRNN91kTVkoFjAipvVF+0BWhYkju87bv11k8w5H+rjhv2NjbXIdZ2BwlDckLTO9ey+Vsy6njubrfa2G4uybojmb49qePD0ujtXDxmN5qG/mhtvnfp0BsWHRdPazPVIivPHgUM2AUJNCjac2nEKdDX7DfTq/x+h4PxNHUrRERkaCYRi9nMJaqqurUVdXZ7PUVxQKhcIFHhwagex3J+Hs6xPaPWbpv9lYtvsyfjlbZNHzq60RDWhySVNsB32LdhISAiXwdtUYbkeyK9lZY2uxLa1Az6X7ywcHcm5GhsfjQSKRcMJVUMjn4aaWl+3qRoXdAhOZ0sH1ejkbkMnHXYT7BjnnC6y57SDI0xVT+2vW2tY2KfHr2aIOzrA9KjXBXxdKAGjut+Gxnc/zzaX7wF68dkcSklpybGeX1+PVXzLh4eFhVR3oGtJjevmbOJKiRSKRIDExESdOnDDYp43WPXz4cHuLxcl7w1nuW67Wg6tyAdyWzRy4Wg8uyMXjMfB0E5rMvrFsdxae3pSG5EU7uzyL3HZ9NGCfNdJc0LEx7CEPt2pM6TIuLi4Yk6CJYNsgV+mlzbGUirpmvL79Avv9rTt7o3cwNyJ16yIWixEREdFhABx7MT6x9WV7h52MM1M6+PtCCTtaee+gULiKuJcCxhp0pR08OLR1rb82B7gjOXilgg1mNbqXHzzMWMfOtfvAHrgI+fj6oYGQuGj0tDOjDOnVIqvpQKFS42hL4Dc/iRiJQZIOzqBoeeihh5Cfn6+XY1qtVuOjjz6CWCzWyy9tL7iYX9xZ7luu1oOrcgHcls0cuFoPLsn17l19OnVc3Ct/YuQH/+JCUbVZ5TcbmURrVtg+ajeXdKyLPeShhrSTQAjBcD33buutk/5671XUtria3DUgBPcP5ua6WkIIlEqlzaOWd5bxiQFwbzFWt50uxHU7BLIypYPfddID3d6HG7m/bUFX2kHfUE9E+7kD0KxNtsdvZYpVB1tTAt0zMMSsc7l2H9iLCB93LLm3NfXIkr8yrbakIr2gCg1yzcvIiBgfzmQq6A4sXLgQSUlJmDVrFp5//nmsXLkSEyZMwK5du/D2228jMDDQ7jJx8d5wlvuWq/XgqlwAt2UzB67Wg0tyJQVL4aMTOHTdo4Px4+yhRtNbFtxoxO2fHcSja06gWdk5Y9iYN6ox49racEnHuthDHmpIOwlNTU0IIK2z0NZaJ92kUOGnk/kAALGAh5cnJVqlXFvQ1NSEzMxMNDU1OVoUAIDERYh7UjSBrBoVKizZecnm12xPBzfq5TjcEj08RObKmdzftqAr7YBhGNyS2JqT2JoDUeay91IZ60YcInPF+Ba5OgvX7gN7cmvvQDaadv6NRvx2Jt8q5R6+0hp5f3hM593sKYCrqyv27t2Lhx9+GOvWrcOCBQtQWVmJdevW4bnnnnOITM3N3Etd5iz3LVfrwVW5AG7LZg5crQfX5Frx8CDc2jsA3z48CIPDJHBrKMHqGf1w5KWbjR7/b2YZ/rsxDWojbtttMWZwN9phRpprOtZiD3moIe1EeLnykRCgydd5rrDaKql8fk8vRk2TZjb69r5B8JNwy22D68wbGwtXoWZWetPxPGxLMwy6Yw/2Z5Wzbt23JQfSGTUj6AaQ2nfJMYZ0wY0GPLP5DPv9mVt6QcCn3XRnYRgGT45ujZC69UyxiaM7z2GdFHbDYmjgN2MsXrwYhBCMHz/eYJ+fnx9WrlyJ0tJSNDQ0IC0tDTNmzHCAlBQKheJYUiK88M2MQRif1DpIzjAMgjxdcfXdSVj58CCDc3ZllCL65T/w/dFryCptPzOFsRnpJjsY0j0Z+obmZGjduwkBDl21fFZ6k05eVm1kXErnCZC64PXJSez3l7aew2UTnaCt0K7vBICxCTRQkjEGRXjDrcUVf39WeadGf62JXKnGvA2ncaNBAQAYG++HuweY59ZNAUbE+CJQqhnwO3z1OqoaLBtQbFKocKol5kSYtyvCvN0slpFCoVAolLbweQxuSQrA8odSjO5/dft53LJ0Pxb+kIb864ZpBY1F6G5W0KjdtoQa0k6GXhqsy5YZ0mW1TTjZEm06zt8DA8O9LCqvp/KfwWFsruImhRpzN5xGg9y+KZaOtMyoCfkM/R3bQSTgsW67FXVyXCiqsev13/vzIs4WaAKLhHu7Ydn9A8DjUc8Bc+HxGExM0gwWKdUEO1uin3eV09dusKP8w6OpWzeFQqFQbMvE5EDkvDcJr7SznHL7mSKM+nAP5m04rbcOuL7ZMa7dPRlqSDsZKeGeELfkxD2QVW7RQvs9mWXs51t7U3fgrsIwDN68MxkJgZpIv1fK6rBif7bdrl9c3YjcSs3IZf8wmdNG67YGo3u1GkqHreDR0VnOF1Zj9aFcAICIz8NXDw6Epxu30st1J25LbnWZ+y3dMvduXc+e4bHUrZtCoVAotodhGDxxUzRy378dk/oYD8r4+7lifLnnCo5mV4IQYtQDi7p22xZqSDsJLi4uSExMhKeHO4a0RP8rqm5CdkV9l8v852KrIX1zIvfdgbU6cHFxcbQoBrgI+fjigQEQtMwwfnsgB7VNCutfx4gOjmVfZz8Pi3Z+Q8CSdjBMJ5DUER13eFvz2T9Z7Ofnbu2FZAuCwXH5PrAXg6P9EOrlCkDjjWHJvaa3ProH3D89Aa6laAGc577laj24KhfAbdnMgav14KpcQOdl+3z6QIzu5Wd030d/X8Z/VhzFe39mskvDdOnKjHR9sxIZRTWdnozjqo7tIQ81pJ0EhmHA5/PBMAxGxOoYA1e7Zgw0KVRs5G9fDxH6h8qsIaZN0dUBF4n1l+CegRoX77pmpU3yFRvTge766NQeYAhY0g5i/NzZgHrHc65DYaX0SaYorGrE7oulAIAAqRgzh0daVB7X7wN7wOPx2GjnSjXpchaD2iYF0lvc7WP9PeAv5dZLAqVrcPHecJb7lqv14KpcALdlMweu1oOrcgGdl43PY7D20SHIeW8SVj8yGAPDZQbHrNifjVwjk2dNZq6RVqrUmPrlIUz67AC+PZDT8Qngro7tIQ81pJ2E5uZm5Obmorm5WW/WpKuzakeyK9lRrLHx/t1iraauDrjKrBGR7Oetp61vSBvTgbYNiPg8DIxw/vXRlrQDhmHY+6dBrmKNKFvyy5kiaOOaTR8SDrHAMtf77nAf2Jrm5mb09modSdf1rjGHE7nX2Wj3w2m0bqdBLndsnnhjOMt9y9V6cFUugNuymQNX68FVuQDzZWMYBmPj/fHD7GGYfVO0wf4/zhkuZdK6djfIldh3uRyJr/2F//vxLLanFSIt7wbKa5tRVtuaJiq9sBpZZXUAgHf+uGiTetgLe8gjsPkVKHZBrVajrq4OarUavYOlkIgFqG1W4ljLuglzR2X+1XnxHGdmHltHoasDrpIYJEVikBQXi2twJr8KhVWNCJG5Wq38tjoorm7ENe366HAZXITOvz7a0nYwPMYHv5wtAgAcuVqBFBsPPugGw7rLClG6u8N9YGvUajVipQRuQj4aFCrsvVQGlZqAb+aAoH7+aGpIOwtcvDec5b7laj24KhfAbdnMgav14KpcQNdlEwl4eOm2BIN4O8aWc9Y2KbFs92Us2926hOzn0wX4+bRhOtZwbzc2OK45cFXH9pCHzkg7IQI+j10nXVEnZ0eWOotaTVhXUxGfh1FxNFKtNZmU3Bo04k8jo4fW5NCVnuXWbQ108wTbep10SXUTzuRXAQASAiWI8HG36fV6EkI+w6YDrKyX42xBldllaNdHMwwwNIrePxQKhULhBgzDYOvc4ZC4mJ4T/fl0gZ4RbYq86w346O/Lette/Dkd29IKkFNRj/pm+2ac6Q7QGWknZViMD/5pibp9+EoFegVIOn1uWn4Viqs1bh4jYn3gLqbNxJrc1icIH+/SdFR/nCvG46MM3XOsxaErrWtDR8bSAZHOEO7thmBPFxRVN+Fk7g00K1UWu1u3x98ZrbPRE5ONR+WkdJ0xvXywO7McgMbLxpzUbzfq5cgo1qRASwqSwstdZBMZKRQKhULpCgPDvXBu8a2IfPF3m13jhxP5+OFEvsF2EZ8HAoI7+4dg9ogwm12f6zjdjPTatWsxYMAAuLu7IygoCPPmzcONGzc6ff7hw4cxfvx4eHl5QSaTYcqUKcjIyDA4bt++fWAYxujfmDFjrFijrpFqwTpp3TUWk/oEWU0mioZYfw/0CvAAAJzOq0JpTVMHZ3QNQggOthjSbiI++ofJbHIdZ4NhGDZ6d7NSjbS8Kptd66/z1JC2JTfFtfaDOy+UmJUOUDdIH3XrplAoFApXGRtvPKK3KRaOj8OaRwZjUBeXr8lVaihUBFtOFWDCZ0dwx/fXkPjGv3hg5VH8db6kx8xeO9VU43vvvYeXX34Z48aNw4cffoicnBx8/vnnOHToEI4cOQJXV9NrUffu3Ytbb70VkZGRePnll6FWq7Fs2TIMGzYMx44dQ0JCAnvs2bNnAQAffPABgoOD9coJCLD/mmKhUIigoCAIhZrcs0lBUni6ClHdqMCxnOtQq0mnAoYRQlh3YyGfwYSk7vNy31YHXGZi70BcLr0CAPg7oxQzUiOsUq6uDi6X1qG8VhNoITXaByKB042bGcUa7WBYjA+7fujI1UqbuMXfqJfjWI4mNVmEjxvizfAaMUV3ug9shVYHnp4eGBThhZPXbiCrrA4ZxTXoHdy51GK6aa+Gx1BvDmdCIODeq4+z3LdcrQdX5QK4LZs5cLUeXJULsJ5so3v5Yc+l8g6PGxPvh+UPpejFyxkT7w+lSg0+j8HPpwvx3E9nLZLl8NVKvefnk6NjMGNYBII9Xewe1dsevzn3niZdJD8/H4sXL8bEiRPx+++/g8fTGA39+/fHjBkz8Pnnn+N///tfu+cTQjBv3jx4e3vjyJEj8PbWrK27++670bdvXzz77LP4448/2OPPnj0LPp+Pp59+mhN50wQCAXx8Wl/2eTwGqdHe2HmhFFUNClws6dwL5P6sChS1uHUPj/GFpxv3Op72aKsDLnNrciA++1djSO88X2I1Q1pXBweyWjvVET3Irdsa7UB3nfThqxV45pZeloplwK6MUjYi9K29A632gOlO94Gt0NXBnQNCcPKaxitpw7E8vHtXnw7PJ4Rg32XN/SPgMRjcEnOC4hxw0ZB2lvuWq/XgqlwAt2UzB67Wg6tyAdaTbebwSCz+Vd979vlb47Fk5yX2e6iXq4ERzcrB19hM96aE4nxhNdYczsWd/YOx7P7+qGlU4t0/LmLzSUP37s6wfN9VLN93VW/bCxMTcGvvAET5utvUuLZHX+80U1SbNm2CXC7HggULWCMaAB588EGEhIRg9erVJs8/ceIEMjIyMHPmTNaIBoC4uDjcfffd2LlzJ4qLW12e09PTERMTwwkjGgCUSiWqqqqgVLa6UuilwTKRT5oQAkIIFCo1PtnVGmRg+pDutebBmA64SlKQFGHeGg+JI9mVqGqwTjoWXR38faGU3X5TDwoYZ412ECJzRZSvJvDXqWs32Jl9a/LH+db+5DYrunV3p/vAVujqYEq/YHi0xHnYcqoAV8s1wRdNuXnnVNQj77om2v2gSC/2fIpzwMV7w1nuW67Wg6tyAdyWzRy4Wg+uygVYTzaGYdAvVH+ybN7YWCwYFwdAMyD89YPGjei2LJ7SG8dfGYdl9/cHwzDwdBPig3v7Ivf925Hz3iRcensict+/HdnvTsKhF2/GoRdvxquTEjosV5cP/srEzR/vQ9RLfyDyxd8R+eLv+OCvTFwpq7OqS7g9fnOnMaSPHj0KAEhNTdXbzjAMhgwZgszMTFRXt58Ttr3zAWDo0KFQq9U4ceIEAEClUuH8+fNITk5mvzc0NFilHl1FoVCgoKAACoWC3TZMxx3xQFaFwTm5FfWYtfo4er36J/os/htD3tmNsy0RhGP83HFLN3LrBozrgKswDIOJvTX6VakJdncxz21btDq4VlGLE9c0bsOx/h6I9fewSvndAWu1A61xqybGczNaQnWDgg0EF+zpYtX1693pPrAVujrwdBXiwdRwAIBcqcakTw9g0Nu7EP3yHxj/yT699GNa9uq4yI2J97eb3BT7wMUXame5b7laD67KBXBbNnPgaj24KhdgXdkWT+ltsG3h+Dj8MDsVv/x3JPqEdm5ZEwD4S4y7YTMMwwZf5fEYhMhcESJzxYODg/HbQxG4uOhm5Lw3CUdeuhlvGJHHFF/vvYrxn+xD70U7Efni73ht+3lcKas1q4y22OM3d5ph9oKCAnh4eEAmkxnsCw3V5ETLzc1Fv3792j0fAMLCDGdhtefn5OQAAC5fvoympibU1NTgpptuwtGjR6FQKJCYmIhFixbh/vvvNylrdLR+lGZtwvCmpiY0Njay2/l8PkQiEdRqtdGk4to1383Nzex+7X+hUIheAR4IlLqgpKYJh69WoKK6Fu4iAXg8Hoprlbjn68OorNfMhCpUrS8WAh6DD+/tC6VCDnmbHGxCoRACgQAqlQpyuf4sKsMw7Ay9bj20iMVi8Hg8yOVyqFQqvX0CgQBCobDDcpuamgxmkkQiEfh8PvtypKurzuqwo3Lb3ow8Hg9isRiEEDQ1GQYLc3HRdELNzc0Geey0Orwl0Q8rD2ja1O9nC3F7kg9bLtA1HWpZf+QatNW5LckPzc3NndKhQqEweMm0hg67Um5ndGjst9G2H0KIRe3w1gQffLVX44605lAOpvUPgJubpq6Wtu/fzxZDodLo6pZEP/aBZQ0d6v7X7SPM0aE12rcj+4i2uvjvmGjsulCK7Ip6NCvVaK7TnH+lrA5z1p/Cknv74p6BIezx/1xsNa7HthjS1u4jOorZQaFQKBRKZ/GTiA22MQxj99SnDMMgyNMVM4dHYubwSBBCsPpQLvZnlesNUnfE+qPXsP7oNb1tc8fE4OFhkfB2F3Em7g/nDek333wT169fN3nMzJkzUV1dDQ8P47Nubm5uAID6esNE5Vq0s9XGymh7fnp6OgDNLPazzz6L559/Hnl5eVi6dCn+85//oLS0FE8//XQHNTOkoKAAUqmU/e7p6YmwsDAoFApcvXrV4HjtjHhBQQH7UqodEAgNDYVMJsPIaE9sOdMEhYrgxwMZuCnSHS5u7vi/PwpZI9pTzIObiIeqRhVCpEIsmtoXKRHeuHbtGmpr9UeDAgMD4evri7q6OuTn66+XcHFxQWxsLAAgOzvb4KUzNjYWLi4uKC8vN4ik7uvri8DAQDQ2NiI3N1dvn0AgYAO95ebmGhgTkZGR8PDwYH9DrQ4AwMvLCyEhIZDL5QY6ZBgGvXv3Zs9p+7IbFhYGT09PVFVVoaREf9ZKIpEgIiICKpXK6G+TmJgIPp+P4uJi1NXp5/EOCgqCj48PYr0E8Hbl43qjCvuzKnD83CWE+kgQExMDAEbLjYuLg1gsRmlpqYGHhZ+fH6RSKfKrFdh0UjODKuABQ3wUyMvLQ69emnW+OTk5BkZKdHQ03NzcUFFRgcpK/WUA3t7eCA4ORnNzs4FMPB4PSUlJADRxCtoaxOHh4ZBKpaiqqkJpaanePqlUivDw8HZ1mJSUBIZhUFhYaODxERwcDG9vb9TU1KCoqEhvn+5yC2PlxsfHg8fjoaSkBDU1NXr7AgIC4Ofnh/r6evDrSpHsL8b5smbkVDbg853n8MJdQwBodNjWgIyJiYGrqysqKioM+iwfHx8EBQWhubkZ2dnZ+P5wa3vq69X6W+Tl5RkYiREREZBIJLh+/TrKy/UfQqb6iIKCAnZgUbeP0KLtI6qrq/WWrQCafjAyMhJqtdqoDhMSEiAQCFBSUsLpPkLbF0RGRuKH2al44cdTOH6tGq5CHoR8BsW1muNe2X4evfxcwa8tQZ1cjeMtQeB83fhshH1r9xHa/ptCoVAoFEtxE3HTpGMYBo+OjMKjI6MAAGo1QXZFHTKKa5FdXtfpHNcA8NXeq+wEh5aRsb54565kRPi4W1XuzsJNreuwatUqXLt2zeQxqampJte7affprp1u75jOnN+rVy+8/vrrmDx5MgYNGsQeN2PGDPTu3RsvvvgiHnzwwXYDCGRnZ+t9P336NFJSUhAaGsoaUYBmtgnQzPDobm9LaGgoGhsbUVBQgNDQUIjFYjZS3Z0Dw7DljMaAOVKixiPjYrDy4DWcLdAYYZE+btj8eAqkLq1BxbSGSGBgIPz99d0ateV6eHgYyKTrBtJ21h3QzN4AGoNPdx060Dqb6urqarLcyMhIo7NCANgXWq0OgFYdikSiDnXYXrkymQzu7vo3qLYt8Pl8o+Vq9wcFBRmdsQMAqUSCaSmh+ObgNagIsLuAwav9QqFUqdGkVBstV3tuQEAAfH1bXfeP597AhoMluFyahXOFNZC3zHY+MDgMg5Lj9HQYFRXVbl19fX0NvDq0OhSLxSZ1GBYWZlKHbQeptOW2p0OtzCEhIe3rUCo1mNmTy+WsAWesXO11AwMD4eennzJC2w7d3d0RExOD52/zxsy1aQCAr4+V40jRIfQPk6FPkDvGJ/pBxG/tU7RtztfXF15e+ukkVOChQa6EWCxGBc8bGeWaPi3Gzx2ThrSuLQoPD29Xh97e3noDbbp10e0jmpub2b5AS2hoaLs69PT0ZAcLtWjbL4/H61CHXOwjmpqa9PpDkUgEDz4fK2YOYY1sQgje/OMyfjhZCLlSjed/voDNj6dgx9kSKFpUNTE5iC3b2n0EhUKhUCjWQurSatJ1JR2WveDxGMT6SxDrr8lUsnC8ZpKHEIKr5XXYerrQwFg2xcErFRi9ZC/7PUTmiiXT+iKli2m9zIXzhnTbmYf2WLJkicGMlxbtbJYxt28tEolE71hT5w8YMAADBgwwOE4qleKRRx7BW2+9hQMHDmDq1Kmdkl2Li4uLUXc/Ho9n0g1Q+wLv6uoKV1dX9jsAjIj1R4jMFYVVjThw5Tp+z6jE53s1hjyPAT65vz8CvKQmyzUGn883KZOpfdqXz66Uayq4m0gkMqoDoGMdmipXIBC0G/mPYZhO/TbtlfvoTbFYczQfzUo1vj9RgPTiOlwuqUWjQoW+oZ54964+SA4xXNei1aFaTfDqjvPYeCzP4JjEICn+NykJrm0CJZmqq1AobDddgCU6tKTcjnTY9rfRlsfn802e25l2ODrRFU+MqmJd8M/kV+FMSxyBhEAJvps1GCEyfdl1y61tUmDRjgv45WwRlGqCaF93FFe3zmrOGR2jV3dr6FD7Wbdcc3WoxZL27cg+Qit3276grQ4X39kHZwpqkFlSi8tldVjyT45eYMb/DI3UK7c9LNEhxf6YGlR3FNr7louymQNX68FVuQBuy2YOXK0HV+UCrCubgM/Dr/8diQNXyjEtxb7Bgq1RD4bRGNj/m5iA/01MgEpNcCb/Bj7aeRlHstsPmNyWwqpGPLDyGPs99/3buyxTZ+Beq+oiUVFRqKmpMXAzBDQueTweDyEhISbP1x5r7HzA+PrptmhzSBuTw5ZoZwsNDUgGj7W4UwDAcz+dZddmzr4pBgPD7TNiYw/a0wGXCZC64NlbtKNxwNn8KjQqNK6+6QXVmL7yKBtluC2EELz5W4aBEe0vEWNGagR+eCK1R0YbtnY7eHlSIt6amoxoP/0Zx8ySWjz07THUNBkPZqFSEzy25iS2phVC2ZLmKruinv19B0V44d6BoUbPtYTueB9Ym87qwEXIx+fTB0DcstZq47E85FRolvCkRnsbHcSidH9MDdQ4Cme5b7laD67KBXBbNnPgaj24Khdgfdn6hHpi7phYo+ulbYktdMznMUiJ8Mam2anIff929u/4y+Pw6u2JVruOpTiNIT106FAAwPHjx/W2E0Jw/PhxJCcns7PO5pwPAMeOHdMs2G+J6D1nzhxEREQYNbozMjR53LTrALnAA0PDEdcmanPfUE8sHB/nIIkousy+KRoLx8fBRai5Hf0lYgR7ama/apuUeOnnc1CrDZcebD9TiDWHcwFoOpx37kpG+uIJOP7KeLw1Nblb5QDnMgzDYEZqBP79vzE48/ot+PbhQWxqrJyKerywJd3o0pCNx67heK5mra2biI/kECmEfI2b8Jh4P6x8eBB4PNvlT6R0jrgACV69I0lvm4jPw8uTuPOgplAoFAqFAvhLXfD4qGg94/rkq+Pxfy2TUvbGaQzp++67D0KhEB999JHeS+3333+PoqIizJo1y+T5gwcPRnx8PL777ju9QEFZWVnYtm0bJk+ezK55Dg8PR15eHj799FO9MjIzM7F69WokJiYaTaNlSxobG3H+/HmjkXBdhHysfXQIbk7wR4BUjMn9grHmkSGdyifXnTClAy7DMAwWju+FM69PwKlXx+PYy+Ow69nRCPfWrFs9nnsdP57UD9pUVtuExb9ksN/fu7sPHhwaASFRdksdWBNbtgOZmwjjkwKw7tEhkLSsR/rzfAm2ni7UO66yrhlLdl5iv695ZAh+mz8K5xbfinOLJ2DNI0Pg5W6bWbHueh9YE3N18NDQcLx0WwLCvd0QHyDBiodT0DdUZlshKQ7DWBR1R+Ms9y1X68FVuQBuy2YOXK0HV+UCuC2bOTi6Hr4eYswfF8ca1uffuBVv3tkbMlfbTyg5jd9nREQEXnnlFSxevBgTJkzAfffdh8uXL+Ozzz7D4MGD8eSTT7LH1tfXY9u2bfDw8NBbx/zFF1/gtttuw7BhwzBv3jw0NTVh6dKlcHNzw4cffsget3DhQvz444/46KOPkJeXh7FjxyI3Nxdff/01RCIR1q9fbzT/miMJlrli1azBjhaDYgIXIZ8d3HAXC/DOXcmY8Z3GQ2LJzkuY1DeIDQq3aMcFVDdqXIon9wvGfYPsux6mpxPm7YaPpvXDnPWnAABv/paBUb184S/ReBJ8+Ncl1DRpglrdPTAEQ6I0gbN0f2MKd2AYBnNGx2DOaBoUjEKhUCiU7oyHWICHh0ViWv8Am1/LaWakAWDRokX4+uuvUVRUhP/+97/YvHkzZs+ejZ07d+oFeykvL8eMGTOwcOFCvfPHjx+Pv//+GwEBAXjxxRexZMkSpKam4uDBg4iPj2ePc3d3x4EDB/Dcc8/h+PHjmD9/PlatWoXbb78dJ06cQEpKir2qTHFiRsX54fa+QQCAyno5vvj3CgBgy6kC/Hlek2rH212ExZOT2i2DYjtu7R2IO/sHAwCqGzVBxQghOJ13A5tbPAgkYgFeuo26CFMoFAqFQqE4G04zI63lySef1Jt9NoaxFEpaxo4di7Fjx3Z4HalUiiVLlmDJkiVdkpNC6QwvTkzAroxSyJVqfHcwBy5CPlbub02f9uadveHjwb0AGj2F1+9IwoGsClyvl+PP8yV449cM7Lvcmuv52Qm97B70g0KhUCgUCoVie5xqRppCcTbCvN0wb4wmcJ1KTfDZP1ls1OfpQ8JwR99gR4rX4/HxEOOtO5PZ72sO57JRn/uEeGJGaoSjRKNQKBQKhUKh2BCGtDc1S7Ebp0+fRkpKCk6dOoWBAwd2qQy1Wg2FQgGhUMjJXHn2wFl1oFSpMWf9KfyTWcZuGxzphfWPDTVYb+usOjAHR+jg091ZWLr7Mvs9QCrGj3OGIcLH3cRZtoG2AaoDinG0z9oTJ05g0KBBjhZHD2dps1ytB1flArgtmzlwtR5clQvgtmzmwNV6qNVqm8vjdK7dPRUej8fJHHn2xFl1IODz8M2MFPx4sgDpBVXoHSzFfYPDIBYYBq1yVh2YgyN0sGB8HAZGyLDzQgm83ESYMSyCDTxmb2gboDqgmIZLL3panKXNcrUeXJUL4LZs5sDVenBVLoDbspkDV+thj76ee08TSpeQy+XIz8+HXC53tCgOw5l1IODz8MDQcLx/T1/MGBZp1IgGnFsHncVROhgV54e3p/bB/02Id5gRDdA2AFAdUEyjUCgcLYIBztJmuVoPrsoFcFs2c+BqPbgqF8Bt2cyBq/WwhzzUkHYSVCoVqquroVKpHC2Kw6A6oDoAqA56ev0BqgOKabjYLpylzXK1HlyVC+C2bObA1XpwVS6A27KZA1frYQ95qCFNoVAoFAqFQqFQKBSKGVBDmkKhUCgUCoVCoVAoFDOgwcY4QGNjIwDg4sWLXS6jqakJBQUFqKmpgYuL49ZnOhKqA6oDgOqgp9cf6D46SEhIgJubm6PF6DFon7WXLl3iXLvoLm22I7haD67KBXBbNnPgaj24KhfAbdnMgav1aGpqgouLi02ftTT9FQfYsGEDHnroIUeLQaFQKBQ7YknKQ4r5+Pn5oaKiwtFiUCgUCsWO2PJZSw1pDlBRUYGdO3ciMjISrq6uXSpj8uTJAIBff/3VmqJ1K6gOqA4AqoOeXn+g++iAzkjbl/DwcDQ2NmL79u1dftbaiu7SZjuCq/XgqlwAt2UzB67Wg6tyAdyWzRy4Wg+tXFlZWTZ71lLXbg7g6+uLBx980KIytPnbevLsBtUB1QFAddDT6w9QHVCMIxAIIJFIMGLECEeLYoCztFmu1oOrcgHcls0cuFoPrsoFcFs2c+BqPbRy2XLAmgYbo1AoFAqFQqFQKBQKxQyoIU2hUCgUCoVCoVAoFIoZ0DXSFAqFQqFQKBQKhUKhmAGdkaZQKBQKhUKhUCgUCsUMqCFNoVAoFAqFQqFQKBSKGVBDmkKhUCgUCoVCoVAoFDOghjSFQqFQKBQKhUKhUChmQA1pJ6CyshLz589HREQEXF1d0a9fP6xatcrRYlmNY8eOQSAQYPfu3Qb78vLy8PDDDyM4OBhubm5ITU3FL7/8YrScw4cPY/z48fDy8oJMJsOUKVOQkZFha/G7zLlz53DvvffCz88PIpEIERERWLBgAaqqqvSOu3DhAqZOnQp/f39IJBKMGzcOhw4dMlrmb7/9huHDh0MqlcLX1xcPPfQQCgoK7FCbrnH16lVMnz4dISEhcHd3x9ChQ7Fx40aD45xZB7qoVCqMGjUKDMNAqVTq7XPme+GRRx4BwzBG/9asWcMe11PaAUWf7vKMsEU7dgS2eDZZG2u1CVvS2fbAdTrbHhyJqfZgCyx5L1+7dm277WLWrFm2FbwNltRDe25kZCREIhH8/Pwwbdo0XLx40eGy6VJVVYXQ0FC8+uqrXROEULo1dXV1ZMCAAUQoFJKFCxeS5cuXk5tvvpkAIO+8846jxbOYy5cvk6CgIAKA7Nq1S29fcXExiYiIIBKJhLzyyivkq6++IikpKQQA2bBhg96xe/bsISKRiPTq1Yt8+OGH5P333yeBgYFEKpWSixcv2rNKnSIzM5O4u7sTmUxGXn75ZbJ8+XIyc+ZMwuPxSO/evUltbS0hhJCMjAwik8lIUFAQeeutt8iyZctIbGwsEQqFZO/evXplbtiwgTAMQwYNGkSWLVtGFi1aRCQSCQkNDSWlpaWOqKZJcnNzia+vL5HJZOT1118nX3zxBRk1apRB23ZmHbTlzTffJAAIAKJQKNjtznwvEELIgAEDSHR0NFm/fr3B39WrVwkhPasdUFrpTs8Ia7djR2CLZ5O1sVabsDWdaQ9cp7PtwZGYag+2wNL38meeeYYAIN99951Buzh8+LDN5ddiST0aGxtJcnIy4fP55PHHHyfLly8nL7zwApFIJMTDw4OcPXvWYbLpUl9fT2666SYCgLzyyitdkoUa0t2c999/3+ABoFKpyC233EJEIhHJy8tzoHSWsXXrVuLl5cUaDm07wCeffJIAIAcPHmS3NTQ0kOTkZOLr60vq6uoIIYSo1WqSlJREAgMDSWVlJXvs5cuXiYuLC7ntttvsUyEz0P5+GRkZets//fRTAoC8++67hBBCJk6cSFxcXPQeuuXl5SQgIIAkJSWx2+rq6oivry/p27cvaWxsZLfv37+fACBPPfWUjWtkPg888ABhGIYcPXqU3aZUKsmAAQOIi4sLuX79OiHEuXWgy7Fjx4hAICBisdjAkHbme0GhUBCxWEweeOABk8f1lHZAaaU7PSOs3Y4dhbWfTdbGWm3C1nS2PXCdzrYHR9FRe7AFlr6X33zzzSQ4ONjWYnaIJfV45513CADy7bff6m0/deoUEQgEZMKECQ6TTcu5c+dIcnIy2zaoId1DSUxMJEFBQUStVutt//vvvwkA8v777ztIMsuYNGkSAUCSkpLI9OnTDTpApVJJPDw8yNChQw3OXbFiBQFAfvjhB0KIxgABQF544QWDYx944AHC4/FIUVGR7SpjJo2NjUQsFpNx48YZ7Ltx4wYBQG699VZSUlJCAJD777/f4LiXX36ZAGCN0M2bNxMA5OuvvzY4dvjw4UQqlZLm5mbrV8YCHnroITJlyhSD7f/3f/9HAJBDhw45vQ601NbWktjYWHLHHXeQ0aNH6xnSznwvEELI+fPnO3wh6yntgNJKd3tGWLsdOwJbPJusiTXbhK3pTHvgOp1tD46io/ZgKyx9L/f19bXY0LQGltTjpptuIiKRiCiVSoN9/fr1Iy4uLg6TjRBC3n33XcLn84mXlxd59tlnLTKk6Rrpbkx1dTUyMzMxZMgQMAyjt2/o0KEANOtCuiOZmZl49913cfr0afTq1ctg/4ULF1BXV4fU1FSDfW3rfvToUQBo91i1Wo0TJ05YU3yLEIlEyMjIwPLlyw32lZaWAgD4fD5bP2vooKamBpmZmdapgJVYv349duzYYbA9LS0NPB4P4eHhTq8DLQsWLEB1dTW+/fZbg33OfC8AwNmzZwEAycnJAICGhgaoVCq9Y3pKO6C00t2eEdZux47AFs8ma2LNNmFrOtMeuE5n24Oj6Kg92AJL38uLiopQUVHBtgu5XI7m5mbbCdwOltbjhx9+wPHjxw1+f0IIysrKLGoX1rB90tLS8MgjjyAjIwOTJ0/usiwADTbWrSksLAQhBGFhYQb7pFIpJBIJcnJyHCCZ5WRkZOCll16CWCw2ul8bFMhY3UNDQwGArbs5x3IBHo+H6OhoxMbGGuz74IMPAABjx451ah20pbq6GidPnsTMmTPx77//Yu7cuQgNDe0ROti6dStWrVqFlStXIiAgwGC/s+tA+8L5xx9/ICIiAu7u7nBzc8PUqVNx9epVAM6vA4oh3e0ZYe127Ahs8WyyJtZsE7amM+2B63S2PTiKjtqDLbD0vVzbLnJycpCSkgI3Nze4urpiyJAhdguUBlhej6CgIPTr189g+/r161FcXIwxY8Y4TDatHCtXrkRgYGCX5dBCDeluTHV1NQDAw8PD6H43NzfU19fbUySr0VHHZ6rubm5uAMDW3ZxjucyaNWuwevVqhIWFYc6cOT1KBzNmzMDgwYOxbt06DB06FK+//joA528HhYWFeOKJJ/DYY4/hzjvvNHqMs+sgPT0dAHDkyBG8/vrr2Lp1K55++mn8+eefSE1NRXZ2ttPrgGJId3tGWLsdcwlLnk3WxJptwtZ0pj10V9q2B0dhTwNai6Xv5dp2cejQIfznP//Btm3b8OGHHyIvLw+33nortm3bZn2hjWAL++Ls2bOYP38+BAIBFi9e7FDZrNk2BFYriWJ3CCEd7ufxnHOsxFTdtfu0dTfnWK6yatUqzJ49G+7u7vj5558hkUh6lA4ef/xxPPbYYzhx4gQ++eQT9O/fH/v373dqHRBCMHPmTMhkMixbtszkcR3t6646AIAHHngAQ4YMwcsvv8w+/O666y4MGzYM99xzD1566SWjI99anEEHFPPh2n1h7XbMFSx9NtkTLsnVmfawefNmu8hiTYy1h56Epe/lqampeOWVV/Doo48iOjoaADB58mRMmzYNycnJmDdvHqZMmWJzl3lr2xcnT57EbbfdhpqaGnz55ZcYNGgQZ2SzFGpId2O0HVRDQ4PR/Q0NDYiKirKnSHbDVN2122QymdnHcpFFixbhzTffhFQqxW+//YbBgwcD6LoO2o7EdQcdTJkyBQBw5513YvDgwZg6dSoWL16MIUOGAHBOHXzyySf4999/sX37djQ1NaGpqQkAoFAoAGhyKIpEIqe/F2bMmGF0+913342wsDDs3LkTI0eOBOCc7YDSNbh2X1i7HXMBazyb7AmX5OpMe+hutNceehKWvpePHj0ao0ePNtgeERGBu+66C+vXr8e5c+fQv39/q8jbHta0L3799VdMnz4dDQ0NWLZsGebOncsZ2awBt4Y2KWYRGRkJhmHYdT+6VFdXo66uzugaAmdAe5MYq3vbdVDmHMslFAoFZs6ciTfffBPBwcHYv38/Ro0axe7vCTowxpQpUyCVSnHy5Emn1sGvv/4KQgjuvPNO+Pn5sX+HDx8GAAQGBmLAgAFOrYOOCAgIQF1dXY/WAcU43alNdKUdOxJrPpvsCVflaou2PXQXOmoPPQlbvpdrY6TU1tZaJGNnsFY9vv76a9x1111QKBRYv349FixYwBnZrAU1pLsxEokEiYmJRqOJaiPWDR8+3N5i2YWEhAR4enri+PHjBvva1l0bxa+9YxmGMRrF05GoVCr85z//wbp165CcnIyjR48auP0NHjwYPB7PKjrw9PREUlKStavRZUpLS9GrVy888MADBvsUCgWamprg5ubm1Dr4+OOPsWvXLoO/vn37AgB27tyJDRs2OPW9UFpaij59+mDatGkG+xQKBbKyshATE+PU7YDSNbh0X9iiHTsKaz+b7Ik5bcKWdLY9dAc60x56Epa+l0+ePBm9evUyGqk7IyMDAIwGd7M21rAvli5dirlz50IikWDnzp148MEHOSObVelS0iwKZ3j33XcJALJx40Z2mzYpuVgsJsXFxQ6UzjosWrTIaP6/2bNnE4ZhyKFDh9htDQ0NJDk5mQQEBJDGxkZ2e3x8PAkKCiKVlZXstsuXLxMXFxejuYodzYsvvkgAkCFDhpAbN260e9yECROIq6sruXr1KrutvLycBAQEkH79+rHb6uvriZeXF+nXrx9pampit+/fv58AIE8//bQtqmER8fHxxMXFhVy4cEFv+zvvvEMAkLfeeosQ4tw6MEbbPNKEOO+9oFarSVxcHBEKhSQtLU1v3xtvvEEAkPfee48Q0vPaAaUVrj8jbNGOHYW1n022whptwlaY0x64Tmfbg6Nprz3YAkveyx9//HECgHzxxRd62/fs2UMYhrFrXm5L6vHnn38ShmGIj48PSU9P55RsbdmzZ49FeaSpId3NaWhoIElJSUQkEpHnnnuOrFixgowbN44AIEuWLHG0eFahvQ6wuLiYBAYGEqlUShYvXky++uorkpKSQhiGIZs3b9Y7dteuXUQgEJBevXqRTz/9lHzwwQckMDCQeHt7k8zMTHtWp0Oys7OJQCAgDMOQ999/n6xfv97gb+fOnYQQQs6dO0c8PDxIUFAQ+fDDD8mnn35K4uLiiFgsJgcOHNArd/Xq1QQAGTRoEPn666/J4sWLiVQqJVFRUaS0tNQRVTXJnj17iFgsJn5+fmTx4sXkyy+/JPfccw8BQEaMGMG+8DizDoxhzJB21nuBEEJ2795NRCIRkclk5JVXXiFffvklufvuuwkAMnbsWNLc3EwI6XntgNJKd3hG2KId2xtbPZtsgTXahC3pbHvgMua0B0djT0O6s+/lZ8+eJevXrydnz55ltxUWFpLQ0FDC5/PJ448/TpYvX07mz59PRCIRCQkJITk5OTaX39J6qFQqEhcXRwCQWbNmGW0X69evJ2q12u6yGYMa0hRSVlZGHn/8ceLv709cXV1J//79ybp16xwtltUw1QFmZ2eT++67j3h5eREPDw8ybNgw8vvvvxst599//yWjRo0irq6uxNfXl0ydOpVkZGTYWnyz+eqrrwgAk38jRoxgj09LSyO33XYbkUgkxNPTk4wbN44cOXLEaNk//fQTSUlJIWKxmAQGBpIZM2aQ/Px8e1XNbE6dOkWmTJlCPD09iUgkIgkJCeStt97Sm0kkxLl10BZjhjQhznkvaDlx4gSZPHkykclkbDt4++23e3Q7oLTSXZ4RtmjH9sSWzyZrY602YUs62x64irntwZHY05AmpHPv5VqZFi1apLe9uLiYzJ49mwQHBxOBQEBCQkLI7NmzSVFRkV1k16Ur9cjIyOiwXRh7h7GHbMaw1JBmCOkgjjiFQqFQKBQKhUKhUCgUFhpsjEKhUCgUCoVCoVAoFDOghjSFQqFQKBQKhUKhUChmQA1pCoVCoVAoFAqFQqFQzIAa0hQKhUKhUCgUCoVCoZgBNaQpFAqFQqFQKBQKhUIxA2pIUygUCoVCoVAoFAqFYgbUkKZQKBQKhUKhUCgUCsUMqCFNoVAoFAqFQqFQKBSKGVBDmkKhUCgUCoVCoVAoFDOghjSFQumQxYsXg2GYTv9FRkaCYRgsXLjQ0aJTKBQKpYezZs0ao88qHo8HFxcXhIeH47777sPRo0dtLoOtnotTp04FwzDYu3dvh8eOGTNGTw9r1qyxiUyOpO17y9SpUx0tEsUJEThaAAqFwn3GjBljsG3v3r3Yt28fRo8ebbBfJpOhqqoKqamp9hGQQqFQKJQO6Nevn4FB1djYiPPnz2PLli3YunUrNm3ahGnTpln92v3798eiRYs49VycM2cOAgMD0b9/f0eLYnW07yW5ublYu3atY4WhOC3UkKZQKB0yZswYA2N58eLF2LdvH8aMGYPFixc7RC4KhUKhUDpL//79231eLV++HE899RSeeuopTJkyBWKx2OrX5prB+uSTT3JOJmuhfW/Zu3cvNaQpNoO6dlMoFAqFQqFQejSzZ89GUFAQKisrceDAAUeLQ6FQugHUkKZQKFbH2FqwWbNmgWEYXL16FYsXL0Z0dDRcXFwQFxeHZcuWAQAyMjIwefJkeHp6wtfXF3fccQcuXbpkUH5paSkWLlyI6OhoiMVi+Pv7Y9q0aThz5ox9KkihUCgUp4LH4yEsLAwAUF5errdv27ZtGDt2LDw9PeHq6oq+ffvio48+glwu1ztOuy73l19+wdSpU+Hi4gJ/f3/8+OOP7a6RlsvlWLJkCfr37w9XV1dIJBKkpqZixYoVUKvVBnJeu3YNjz32GEJCQuDq6oqhQ4fijz/+sLj+kyZNAsMw2LFjh9H9/fr1g1gsRkVFBbvt7NmzuP/++xEQEACRSISoqCg8/fTTKCsrMzhfoVDgiy++wE033QRvb28IhUL4+PhgwoQJ+Ouvv/SO1erq22+/xaOPPgp3d3d4eXlh6dKlAIDz58/j/vvvZ98BAgICMHXqVBw8eNBiPVAo5kBduykUil25//77kZ+fj2nTpkGtVmPt2rV45plnkJubi1WrVmHgwIGYM2cOjh8/jt9//x0ZGRnIyMiAi4sLACArKwtjxoxBUVERxo8fj3vvvRclJSXYsmULfv31V/z000+YPHmyg2tJoVAolO6ESqXC1atXAQDh4eHs9v/9739YsmQJAgICMG3aNHh7e+Pvv//G888/j99//x07d+6ESCTSK2vOnDnw8vLC008/jfT0dIwcORJ///23wTVra2sxYcIEHD16FLGxsXjkkUfQ3NyMP//8E3PmzMFff/2FLVu2gMfTzHtlZWVh1KhRKC0txbhx49CvXz+cPHkSkydPhr+/v0X1f+KJJ/Dnn39izZo1uPPOO/X2nTx5Eunp6Zg2bRp8fX0BANu3b8f999/PBvKKjIxEeno6Pv/8c2zbtg379u1DdHQ0AIAQgilTpuCvv/7CwIED8fDDD0MgEODMmTPYtWsXdu/ejZ07d+KWW27Ru+5rr70GgUCAuXPn4sqVKxg5ciQuXbqEYcOGQalU4q677kJkZCTy8/OxZcsW9ve4+eabLdIFhdJpCIVCoXSBRYsWEQBk0aJFBvtWr15NAJAFCxaw22bOnEkAkKCgIFJSUsJu//777wkAAoD873//Y7er1WoyfPhwAoD89ddf7PahQ4cSAGTjxo1618zIyCBSqZR4enqSGzduWK2eFAqFQuneaJ9JM2fObPeYt99+mwAgUVFRRKFQEEII+fPPPwkAMmTIEL3nilqtJk888YTBM1D7XPT39yfV1dVGZdB9Ls6fP58AIPfffz9pbGxkt1dWVrLPuo8//pjdPnHiRAKALFu2TK/s999/n32O7tmzp0N9jB49mgAgaWlp7DaFQkECAwOJUCgk5eXlesc/9dRTes/isrIy4uHhQWQyGcnIyNA7VvtMHz16NLtt27ZtBACZOnUqUavVesdr9T59+nQDXYnFYnLt2jW945977jkCgKxcuVJv+44dOwgAMnnyZL3te/bsIQDInXfe2aFeKBRzoa7dFArFrjz66KMICAhgv48ePRoAwDAMXn31VXY7wzAYMWIEACAnJwcAcOrUKRw7dgzjx4/H9OnT9cpNTEzE3LlzUV1djc2bN9u6GhQKhULpZpw5cwaLFy/W+3vmmWeQmpqKV199FW5ublizZg0EAo3D5pdffgkA+OSTTyCTydhyGIbBxx9/DKFQiG+++cbgOrfffjukUqlJWRQKBVavXg1XV1csX76c9boCAG9vb3z99dcAwP4vLS3Fzp07ERcXhwULFuiV9cILLyA+Pt58heggEAgwc+ZMKBQKbNy4kd3e1NSETZs2ITw8nJ0xXrduHerq6vDcc88hMTFRr5wHH3wQqamp2LdvH7s0Kzk5GatXr8aSJUvAMIze8ePHjwcAo+7gw4cP1/MOAMC6u588eRIKhYLdPnnyZGRlZeHnn3/uqgooFLOhrt0UCsWuJCQk6H338PAAAPj7+0Mikejtc3NzA6B5kAPA8ePHAQA1NTVGI69mZWUB0Dxg58yZY1W5KRQKhdK9OXv2LM6ePct+ZxgGbm5uCA8Px5NPPomFCxfqGaTaZ84vv/yCXbt2GZQnlUpRUlKCwsJChISEsNtjY2M7lOXSpUuoq6vDiBEj9Ix0LQMGDIBUKsWVK1dQU1ODtLQ0EELaTZ81atQoozFFzOHxxx/Hhx9+iLVr1+Lpp58GAGzduhVVVVVYsGAB62Ku1Ut6errRZ7HWwD158iTi4+MRGxuL2NhYqFQqnDt3DpcvX0Zubi4uXryI/fv3A9C41rfFmB4fe+wxrFixAt988w02b96Mm2++GePHj8fEiRM7pXcKxZpQQ5pCodgVreHcFt3R+Pa4fv06AM1DXPsgN3UchUKhUChaZs6ciTVr1nT6eO2z5MMPP+zwOF1DWjsIbIrq6moAgKenZ7vHhISEoKamBvX19aws7R3v4+PT4TU7IjY2FmPGjMGePXtw7tw59OnTB6tWrQKPx8Ojjz7KHqeV5ccffzRZnvY4Qgg+++wzLFmyBIWFhQAAkUiE5ORkDBo0CFlZWSCEGJxvTI9JSUk4ffo0PvzwQ/zyyy/YunUrtm7dCgAYNmwYvvzySwwYMKBrCqBQzIS6dlMolG6Ddsb6lVdeASGk3T/q2kWhUCgUS5FIJODz+WhqajL5zOnTp4/ZZWsN4oKCgnaPuXHjBgCNkaw1lLXb2lJXV2e2DMZ4/PHHAQAbNmxAcXEx/v33X4wfP17PxVr7LN61a5dJvcyfPx8A8Nlnn2HhwoWQSqX48ccfcfnyZdTX1+PUqVPszLc5xMXFYeXKlSgpKUF6ejqWLVuGYcOG4ciRI5g4cSIaGhqsoAkKpWOoIU2hULoNAwcOBAAcO3bM6P5ff/0VL7/8Mk2BQaFQKBSLGThwIFQqFU6ePGmwTy6X49lnn8WHH36ot1a3s8THx8Pd3R2XLl1CcXGxwf6LFy+ipKQECQkJEIlESElJgUAgwMGDB42mxTpy5IjZMhjjnnvugbe3N37++Wds374dhBDWuNbS0bP4k08+wZtvvonc3FwAYL0AduzYgWnTpiEuLo5dh37hwgUAMDojbYy1a9fiySefRF1dHRiGQZ8+fbBgwQIcOnQIAwcORFlZGVsmhWJrqCFNoVC6DSNGjEDv3r2xe/dufPfdd3r7cnNzMXv2bLz33nvsOi4KhUKhULrK7NmzAQDz58/Xy58MAIsWLcLSpUuxe/duCIVCs8sWCoVsuqt58+axsUAAoKqqCk899RQAzZpgAPD19cXdd9+Na9euGaxL/vbbb3H69GmzZTCGWCzGjBkzcOXKFSxZsgS+vr4G6bAefvhhiMVifPDBBzhz5ozevj///BPPPfccli1bBj8/PwCtLtpaw1pLZmYmXn/9dQDo9GDE8ePH8c033+Dzzz/X215bW4uysjLw+Xw2HziFYmvoGmkKhdJtYBgGGzduxLhx4/D4449j3bp1GDx4MG7cuIEtW7agpqYGL774IoYPH+5oUSkUCoXSzbnvvvuwe/durFy5EgkJCZg8eTL8/Pxw8OBBHDlyBCEhIWxU7a7w3nvv4dixY9i2bRv69OmDCRMmQC6X448//kBRURGmTp2KZ555hj3+s88+w6lTp/DWW2/hn3/+QWpqKi5cuMBG89YG3LSUxx9/HJ9++ilycnLwzDPPGOTJDg8Px4oVK/Doo49iyJAhmDx5MmJjY3H58mX8+uuvEAgEWLt2Ldzd3dnyDh8+jLvvvhvTpk1DQEAALl++jN9//x1SqRQ8Hg+VlZWdku3FF1/E9u3b8fLLL2P37t1ISUlBQ0MDfvnlFxQUFODFF19EYGCgVfRAoXQEnbahUCjdir59+yItLQ3z5s1Dfn4+Pv/8c/z2229ISUnBtm3b8N577zlaRAqFQqE4CStWrMDGjRuRnJyMrVu34osvvsD169fxzDPP4MSJE4iJiely2R4eHti/fz/ee+89uLq6YtWqVfjpp58QHR2NNWvWYOvWreDz+ezxAQEBOHbsGBYsWICCggJ8+eWXKCwsxIYNGzBlyhRrVBeAJl1Vv379ALTOiLfl4YcfxuHDhzFlyhQcPHgQS5cuRVpaGu69914cO3YMkydPZo995JFHsH79esTHx2PLli1Yvnw5srKyMHfuXJw/fx6DBw/G5cuXkZmZ2aFsYWFhOHLkCObOncvqYP369YiKisKGDRvoOwDFrjCks4sSKBQKhUKhUCgUSrdmzJgx2LdvH9LS0tC/f3+D/bW1tQgODkafPn1w+PBh+wtoRfbu3YuxY8fizjvvxPbt2x0tDsXJoDPSFAqFQqFQKBQKBQDwzjvvoK6uDvPmzXO0KBQKp6FrpCkUCoVCoVAolB7G8uXLERgYiKlTpyIyMhIjR46EQqHA5cuXMXDgQNx///2OFrHL7N27F3v37jUIcEahWBNqSFMoFAqFQqFQKD2Mb775BgAQGRmJ/v37gxCCgoICTJw4Ed9++y2boqo7snfvXrzxxhuOFoPi5NA10hQKhUKhUCgUCoVCoZgBXSNNoVAoFAqFQqFQKBSKGVBDmkKhUCgUCoVCoVAoFDOghjSFQqFQKBQKhUKhUChmQA1pCoVCoVAoFAqFQqFQzIAa0hQKhUKhUCgUCoVCoZgBNaQpFAqFQqFQKBQKhUIxA2pIUygUCoVCoVAoFAqFYgbUkKZQKBQKhUKhUCgUCsUM/h8zuvPOUS8++gAAAABJRU5ErkJggg==", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for i in range(10):\n", " ssa.modeplot(index=i)\n" ] }, { "cell_type": "markdown", "id": "f4bc490b-4653-4654-a6f6-ec50df62154a", "metadata": {}, "source": [ "Subannual modes identified by SSA: " ] }, { "cell_type": "code", "execution_count": 89, "id": "eede5c6d-7add-495f-b894-d9e8a0ef6554", "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/plain": [ "[4,\n", " 7,\n", " 8,\n", " 9,\n", " 10,\n", " 11,\n", " 12,\n", " 13,\n", " 14,\n", " 15,\n", " 16,\n", " 17,\n", " 18,\n", " 19,\n", " 20,\n", " 21,\n", " 22,\n", " 23,\n", " 24,\n", " 25,\n", " 26,\n", " 27,\n", " 28,\n", " 29,\n", " 30,\n", " 31,\n", " 32,\n", " 33,\n", " 34,\n", " 35,\n", " 36,\n", " 37,\n", " 38,\n", " 39,\n", " 40,\n", " 41,\n", " 42,\n", " 43,\n", " 44,\n", " 45,\n", " 46,\n", " 47,\n", " 48,\n", " 49,\n", " 50,\n", " 51,\n", " 52,\n", " 53,\n", " 54,\n", " 55,\n", " 56,\n", " 57,\n", " 58,\n", " 59,\n", " 60,\n", " 61,\n", " 62,\n", " 63,\n", " 64,\n", " 65,\n", " 66,\n", " 67,\n", " 68,\n", " 69,\n", " 70,\n", " 71,\n", " 72,\n", " 73,\n", " 74,\n", " 75,\n", " 76,\n", " 77,\n", " 78,\n", " 79,\n", " 80,\n", " 81,\n", " 82,\n", " 83,\n", " 84,\n", " 85,\n", " 86,\n", " 87,\n", " 88,\n", " 89,\n", " 90,\n", " 91,\n", " 92,\n", " 93,\n", " 94,\n", " 95,\n", " 96,\n", " 97,\n", " 98,\n", " 99,\n", " 100,\n", " 101,\n", " 102,\n", " 103,\n", " 104,\n", " 105,\n", " 106,\n", " 107,\n", " 108,\n", " 109,\n", " 110,\n", " 111,\n", " 112,\n", " 113,\n", " 114,\n", " 115,\n", " 116,\n", " 117,\n", " 118,\n", " 119,\n", " 120,\n", " 121,\n", " 122,\n", " 123,\n", " 124,\n", " 125,\n", " 126,\n", " 127,\n", " 128,\n", " 129,\n", " 130,\n", " 131,\n", " 132,\n", " 133,\n", " 134,\n", " 135,\n", " 136,\n", " 137,\n", " 138,\n", " 139,\n", " 140,\n", " 141,\n", " 142,\n", " 143,\n", " 144,\n", " 145,\n", " 146,\n", " 147,\n", " 148,\n", " 149,\n", " 150,\n", " 151,\n", " 152,\n", " 153,\n", " 154,\n", " 155,\n", " 156,\n", " 157,\n", " 158,\n", " 159,\n", " 160,\n", " 161,\n", " 162,\n", " 163,\n", " 164,\n", " 165,\n", " 166,\n", " 167,\n", " 168,\n", " 169,\n", " 170,\n", " 171,\n", " 172,\n", " 173,\n", " 174,\n", " 175,\n", " 176,\n", " 177,\n", " 178,\n", " 179,\n", " 180,\n", " 181,\n", " 182,\n", " 183,\n", " 184,\n", " 185,\n", " 186,\n", " 187,\n", " 188,\n", " 189,\n", " 190,\n", " 191,\n", " 192,\n", " 193,\n", " 194,\n", " 195,\n", " 196,\n", " 197,\n", " 198,\n", " 199,\n", " 200,\n", " 201,\n", " 202,\n", " 203,\n", " 204,\n", " 205,\n", " 206,\n", " 207,\n", " 208,\n", " 209,\n", " 210,\n", " 211,\n", " 212,\n", " 213,\n", " 214,\n", " 215,\n", " 216,\n", " 217,\n", " 218,\n", " 219,\n", " 220,\n", " 221,\n", " 222,\n", " 223,\n", " 224,\n", " 225,\n", " 226,\n", " 227,\n", " 228,\n", " 229,\n", " 230,\n", " 231,\n", " 232,\n", " 233,\n", " 234,\n", " 235,\n", " 236,\n", " 237,\n", " 238,\n", " 239,\n", " 240,\n", " 241,\n", " 242,\n", " 243,\n", " 244,\n", " 245,\n", " 246,\n", " 247,\n", " 248,\n", " 249,\n", " 250,\n", " 251,\n", " 252,\n", " 253,\n", " 254,\n", " 255,\n", " 256,\n", " 257,\n", " 258,\n", " 259,\n", " 260,\n", " 261,\n", " 262,\n", " 263,\n", " 264,\n", " 265,\n", " 266,\n", " 267,\n", " 268,\n", " 269,\n", " 270,\n", " 271,\n", " 272,\n", " 273,\n", " 274,\n", " 275,\n", " 276,\n", " 277,\n", " 278,\n", " 279,\n", " 280,\n", " 281,\n", " 282,\n", " 283,\n", " 284,\n", " 285,\n", " 286,\n", " 287,\n", " 288,\n", " 289,\n", " 290,\n", " 291,\n", " 292,\n", " 293,\n", " 294,\n", " 295,\n", " 296,\n", " 297,\n", " 298,\n", " 299,\n", " 300,\n", " 301,\n", " 302,\n", " 303,\n", " 304,\n", " 305,\n", " 306,\n", " 307,\n", " 308,\n", " 309,\n", " 310,\n", " 311,\n", " 312,\n", " 313,\n", " 314,\n", " 315,\n", " 316,\n", " 317,\n", " 318,\n", " 319,\n", " 320,\n", " 321,\n", " 322,\n", " 323,\n", " 324,\n", " 325,\n", " 326,\n", " 327,\n", " 328,\n", " 329,\n", " 330,\n", " 331,\n", " 332,\n", " 333,\n", " 334,\n", " 335,\n", " 336,\n", " 337,\n", " 338,\n", " 339,\n", " 340,\n", " 341,\n", " 342,\n", " 343,\n", " 344,\n", " 345,\n", " 346,\n", " 347,\n", " 348,\n", " 349,\n", " 350,\n", " 351,\n", " 352,\n", " 353,\n", " 354,\n", " 355,\n", " 356,\n", " 357,\n", " 358,\n", " 359,\n", " 360,\n", " 361,\n", " 362,\n", " 363,\n", " 364,\n", " 365,\n", " 366,\n", " 367,\n", " 368,\n", " 369,\n", " 370,\n", " 371,\n", " 372,\n", " 373,\n", " 374,\n", " 375,\n", " 376,\n", " 377,\n", " 378,\n", " 379,\n", " 380,\n", " 381,\n", " 382,\n", " 383,\n", " 384,\n", " 385,\n", " 386,\n", " 387,\n", " 388,\n", " 389,\n", " 390,\n", " 391,\n", " 392,\n", " 393,\n", " 394,\n", " 395,\n", " 396,\n", " 397,\n", " 398,\n", " 399,\n", " 400,\n", " 401,\n", " 402,\n", " 403,\n", " 404,\n", " 405,\n", " 406,\n", " 407,\n", " 408,\n", " 409,\n", " 410,\n", " 411,\n", " 412,\n", " 413,\n", " 414,\n", " 415,\n", " 416,\n", " 417,\n", " 418,\n", " 419,\n", " 420,\n", " 421,\n", " 422,\n", " 423,\n", " 424,\n", " 425,\n", " 426,\n", " 427,\n", " 428,\n", " 429,\n", " 430,\n", " 431,\n", " 432,\n", " 433,\n", " 434,\n", " 435,\n", " 436,\n", " 437,\n", " 438,\n", " 439,\n", " 440,\n", " 441,\n", " 442,\n", " 443,\n", " 444,\n", " 445,\n", " 446,\n", " 447,\n", " 448,\n", " 449,\n", " 450,\n", " 451,\n", " 452,\n", " 453,\n", " 454,\n", " 455,\n", " 456,\n", " 457,\n", " 458,\n", " 459,\n", " 460,\n", " 461,\n", " 462,\n", " 463,\n", " 464,\n", " 465,\n", " 466,\n", " 467,\n", " 468,\n", " 469,\n", " 470,\n", " 471,\n", " 472,\n", " 473,\n", " 474,\n", " 475,\n", " 476,\n", " 477,\n", " 478,\n", " 479,\n", " 480,\n", " 481,\n", " 482,\n", " 483,\n", " 484,\n", " 485,\n", " 486,\n", " 487,\n", " 488,\n", " 489,\n", " 490,\n", " 491,\n", " 492,\n", " 493,\n", " 494,\n", " 495,\n", " 496,\n", " 497,\n", " 498,\n", " 499,\n", " 500,\n", " 501,\n", " 502,\n", " 503,\n", " 504,\n", " 505,\n", " 506,\n", " 507,\n", " 508,\n", " 509,\n", " 510,\n", " 511,\n", " 512,\n", " 513,\n", " 514,\n", " 515,\n", " 516,\n", " 517,\n", " 518,\n", " 519,\n", " 520,\n", " 521,\n", " 522,\n", " 523,\n", " 524,\n", " 525,\n", " 526,\n", " 527,\n", " 528,\n", " 529,\n", " 530,\n", " 531,\n", " 532,\n", " 533,\n", " 534,\n", " 535]" ] }, "execution_count": 89, "metadata": {}, "output_type": "execute_result" } ], "source": [ "subannual_modes = [0, 1 ,2, 3, 5, 6]\n", "M = ssa.RCmat.shape[1] # number of modes\n", "modes2keep = [i for i in range(M) if i not in subannual_modes] # generate list of modes by list comprehension and range constructor\n", "modes2keep" ] }, { "cell_type": "code", "execution_count": 92, "id": "41294d86-0097-4fb1-a1c4-5dd36742950f", "metadata": {}, "outputs": [], "source": [ "ts_rc = ts_lwc.copy()\n", "ts_rc.value = ssa.RCmat[:,modes2keep].sum(axis=1)" ] }, { "cell_type": "code", "execution_count": 94, "id": "de1a0664-37f0-4b43-a15a-b95c1b98b803", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 94, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ts_rc.plot(label='SSA reconstruction')\n" ] } ], "metadata": { "kernelspec": { "display_name": "pyleo", "language": "python", "name": "pyleo" }, "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": 5 }