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Last active December 6, 2022 21:00
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ftl.ipynb
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{
"nbformat": 4,
"nbformat_minor": 0,
"metadata": {
"colab": {
"provenance": [],
"authorship_tag": "ABX9TyP4AcCUBnJLPnyrSPtyoouU",
"include_colab_link": true
},
"kernelspec": {
"name": "python3",
"display_name": "Python 3"
},
"language_info": {
"name": "python"
}
},
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "view-in-github",
"colab_type": "text"
},
"source": [
"<a href=\"https://colab.research.google.com/gist/sudeepraja/ef98b6ae697e79dcf617f4dbc94c770a/ftl.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "BFOAvBSjWJh3",
"colab": {
"base_uri": "https://localhost:8080/"
},
"outputId": "73e1adc7-aa76-4126-a434-78d53b303ad3"
},
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
"Collecting yfinance\n",
" Downloading yfinance-0.1.87-py2.py3-none-any.whl (29 kB)\n",
"Requirement already satisfied: numpy>=1.15 in /usr/local/lib/python3.7/dist-packages (from yfinance) (1.21.6)\n",
"Collecting requests>=2.26\n",
" Downloading requests-2.28.1-py3-none-any.whl (62 kB)\n",
"\u001b[K |████████████████████████████████| 62 kB 600 kB/s \n",
"\u001b[?25hRequirement already satisfied: multitasking>=0.0.7 in /usr/local/lib/python3.7/dist-packages (from yfinance) (0.0.11)\n",
"Requirement already satisfied: lxml>=4.5.1 in /usr/local/lib/python3.7/dist-packages (from yfinance) (4.9.1)\n",
"Requirement already satisfied: appdirs>=1.4.4 in /usr/local/lib/python3.7/dist-packages (from yfinance) (1.4.4)\n",
"Requirement already satisfied: pandas>=0.24.0 in /usr/local/lib/python3.7/dist-packages (from yfinance) (1.3.5)\n",
"Requirement already satisfied: pytz>=2017.3 in /usr/local/lib/python3.7/dist-packages (from pandas>=0.24.0->yfinance) (2022.6)\n",
"Requirement already satisfied: python-dateutil>=2.7.3 in /usr/local/lib/python3.7/dist-packages (from pandas>=0.24.0->yfinance) (2.8.2)\n",
"Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.7/dist-packages (from python-dateutil>=2.7.3->pandas>=0.24.0->yfinance) (1.15.0)\n",
"Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.7/dist-packages (from requests>=2.26->yfinance) (2022.9.24)\n",
"Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.7/dist-packages (from requests>=2.26->yfinance) (2.10)\n",
"Requirement already satisfied: charset-normalizer<3,>=2 in /usr/local/lib/python3.7/dist-packages (from requests>=2.26->yfinance) (2.1.1)\n",
"Requirement already satisfied: urllib3<1.27,>=1.21.1 in /usr/local/lib/python3.7/dist-packages (from requests>=2.26->yfinance) (1.24.3)\n",
"Installing collected packages: requests, yfinance\n",
" Attempting uninstall: requests\n",
" Found existing installation: requests 2.23.0\n",
" Uninstalling requests-2.23.0:\n",
" Successfully uninstalled requests-2.23.0\n",
"Successfully installed requests-2.28.1 yfinance-0.1.87\n"
]
}
],
"source": [
"import cvxpy as cp\n",
"import numpy as np\n",
"import seaborn as sns\n",
"import matplotlib.pyplot as plt\n",
"!pip install yfinance\n",
"import yfinance as yf\n",
"import pandas as pd\n",
"import string\n",
"import random\n",
"\n",
"sns.set_context(\"notebook\")\n",
"plt.rcParams[\"figure.figsize\"] = (16, 8)\n"
]
},
{
"cell_type": "markdown",
"source": [
"The Best Constantly rebalanced portfolio (BCRP) solves $$x^\\star = \\arg\\max_{x\\in \\Delta_n} \\sum_{t=1}^T \\log (r_t^\\top x)$$"
],
"metadata": {
"id": "hpGAvmxVknbM"
}
},
{
"cell_type": "code",
"source": [
"\n",
"def Best_Constantly_Rebalanced_Portfolio(r):\n",
" T = r.shape[0]\n",
" n = r.shape[1]\n",
" if T==0:\n",
" return np.ones(n)/n\n",
"\n",
" x = cp.Variable(n)\n",
"\n",
" obj = cp.sum(cp.log(r@x))\n",
" prob = cp.Problem(cp.Maximize(obj), [cp.sum(x) == 1, x >= 0])\n",
" prob.solve()\n",
" return x.value\n",
"\n"
],
"metadata": {
"id": "t-7mhB_SkkrK"
},
"execution_count": null,
"outputs": []
},
{
"cell_type": "markdown",
"source": [
"Follow the leader(FTL) solves $$x_t = \\arg\\max_{x\\in \\Delta_n} \\sum_{i=1}^{t-1} \\log(r_i^\\top x)$$\n",
"\n",
"FTL uses the BCRP on the returns seen so far."
],
"metadata": {
"id": "gZ30K9JjlBk3"
}
},
{
"cell_type": "code",
"source": [
"def Follow_The_Leader(r):\n",
" T = len(r)\n",
" n = len(r[0])\n",
" x = np.zeros((T,n))\n",
" for t in range(T):\n",
" x[t] = Best_Constantly_Rebalanced_Portfolio(r[:t])\n",
" return x"
],
"metadata": {
"id": "wWRoNL5ilBF4"
},
"execution_count": null,
"outputs": []
},
{
"cell_type": "markdown",
"source": [
"# Simulation Experiment\n",
"\n",
"Generate returns using a log-normal distribution."
],
"metadata": {
"id": "04eP9U2ZnJBq"
}
},
{
"cell_type": "code",
"source": [
"# Number of stocks\n",
"n = 10\n",
"# Create dummy stock labels\n",
"dummy_stocks = [''.join(random.choices(string.ascii_uppercase, k=5)) for i in range(n)]\n",
"# Number of trading days\n",
"T = 700\n",
"\n",
"\n",
"#Log-normal returns\n",
"r = np.exp(np.random.normal(0, 0.01, size=(T,n)))\n",
"df = pd.DataFrame(data = r.cumprod(axis=0), columns = dummy_stocks)\n"
],
"metadata": {
"id": "7LUPxfF6Xxq9"
},
"execution_count": null,
"outputs": []
},
{
"cell_type": "code",
"source": [
"df.plot()"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 503
},
"id": "m5sQPJ5duXlO",
"outputId": "4964450f-b8ef-407b-b202-3394233ff7c3"
},
"execution_count": null,
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
"<matplotlib.axes._subplots.AxesSubplot at 0x7f67d855f750>"
]
},
"metadata": {},
"execution_count": 6
},
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 1152x576 with 1 Axes>"
],
"image/png": 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\n"
},
"metadata": {
"needs_background": "light"
}
}
]
},
{
"cell_type": "code",
"source": [
"ftl = Follow_The_Leader(r)\n",
"df['FTL'] = np.cumprod(np.sum(r*ftl, axis=1))"
],
"metadata": {
"id": "otkfi5GBYdFE"
},
"execution_count": null,
"outputs": []
},
{
"cell_type": "code",
"source": [
"bcrp = Best_Constantly_Rebalanced_Portfolio(r)\n",
"df['BCRP']= np.cumprod(r@bcrp)"
],
"metadata": {
"id": "sif4urDYYgnp"
},
"execution_count": null,
"outputs": []
},
{
"cell_type": "code",
"source": [
"df[['BCRP','FTL']].plot()"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 503
},
"id": "FNar6WgjwqeH",
"outputId": "9240a44a-e9d5-463b-d2d4-6b253e0ad000"
},
"execution_count": null,
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
"<matplotlib.axes._subplots.AxesSubplot at 0x7f67d7413a50>"
]
},
"metadata": {},
"execution_count": 9
},
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 1152x576 with 1 Axes>"
],
"image/png": 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\n"
},
"metadata": {
"needs_background": "light"
}
}
]
},
{
"cell_type": "markdown",
"source": [
"# Market Data\n",
"\n",
"Gather market data from Yahoo Finance and compute returns"
],
"metadata": {
"id": "9doDLMZ2ps9k"
}
},
{
"cell_type": "code",
"source": [
"# Date range\n",
"start = '2020-01-01'\n",
"end = '2022-11-12'\n",
"\n",
"# Tickers of assets\n",
"assets = ['TGT', 'AAPL', 'AMZN', 'JPM', 'NFLX', 'XOM', 'MSFT', 'VZ', 'GOOG', 'META']\n",
"assets.sort()\n",
"\n",
"# Downloading data\n",
"data = yf.download(assets, start = start, end = end)\n",
"data = data.loc[:,('Adj Close', slice(None))]\n",
"data.columns = assets\n",
"\n",
"# Calculating returns\n",
"\n",
"df = 1+data[assets].pct_change().dropna()/100 \n",
"r = df.to_numpy()\n",
"df = df.cumprod(axis=0)"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "_knon8txp54W",
"outputId": "9c55589e-e71a-413f-dd48-abad3b6879e2"
},
"execution_count": null,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"[*********************100%***********************] 10 of 10 completed\n"
]
}
]
},
{
"cell_type": "code",
"source": [
"df.plot()"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 499
},
"id": "PVZwoRxpqcMd",
"outputId": "49dab93e-4c83-4a06-82c9-18f9e97bd181"
},
"execution_count": null,
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
"<matplotlib.axes._subplots.AxesSubplot at 0x7f67d7228090>"
]
},
"metadata": {},
"execution_count": 16
},
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 1152x576 with 1 Axes>"
],
"image/png": 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\n"
},
"metadata": {
"needs_background": "light"
}
}
]
},
{
"cell_type": "code",
"source": [
"ftl = Follow_The_Leader(r)\n",
"df['FTL'] = np.cumprod(np.sum(r*ftl, axis=1))"
],
"metadata": {
"id": "MK1h8ahNtqT2"
},
"execution_count": null,
"outputs": []
},
{
"cell_type": "code",
"source": [
"bcrp = Best_Constantly_Rebalanced_Portfolio(r)\n",
"df['BCRP']= np.cumprod(r@bcrp)"
],
"metadata": {
"id": "RFGlDGk1wH41"
},
"execution_count": null,
"outputs": []
},
{
"cell_type": "code",
"source": [
"df[['BCRP','FTL']].plot()"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 499
},
"id": "HAw-4a_gxBBW",
"outputId": "2d14839e-3429-4ec7-bc76-87c322f28eaf"
},
"execution_count": null,
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
"<matplotlib.axes._subplots.AxesSubplot at 0x7f67d65b2d90>"
]
},
"metadata": {},
"execution_count": 19
},
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 1152x576 with 1 Axes>"
],
"image/png": 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GrUbhhoVZXFOcyabSZhbmJPJ6SR1Oj5emLkcwSASoGoOAVlVVDtd3kpPUd/zLQBbnJ/HoByfYeqKVi2el8dcPywDfCKXAfF8xMnZXtrPlRCtbTrQyIy2GTxZnsq+6A0WB1JhTZ9QDEkz68GVoJ6gZM2YE+y1FRUVx9OjRMX39oYzt+SNwHZAOrFcUpVVV1TmKorwJfF9V1Z3Av4HFQKn/YT9WVbXc//gLgOeAWN+nyi3AF1VV/e9gjxNCCCGEEGeu2eLA6fGSFd933+c5UxPIiDPy9LZKrpibQUWLldykqCFlIMFXuvzy3eej12pI6RU0nF+QzLHGLq74wyYefucoP7t27oDP8/aBBgw6DSump/Q5p9dqWDXTN+c10EW4ur07uO93XlYcxxq7go2pRsvRxi7KWqx84YK8U1/stzQ/iRijjrcONHDxrDQs/rm0LRZHcI+tGBmBBlD3XjKdjaXN/Pq/vqBqSnwk+kH2z/aWYIrAbHPh8apDKpWfbCoqKgY817Nr9GDHxtpQuhzfA9zTz/Ere3zsAe4a4PGbGaAb8WCPE0IIIYQQZy7QFbi/zrx6rYYvnJ/Lz988wsP/PUp5i3XI5cYBmf0EygHT02K4fWkuT2wp59bzciia0v/olF2V7SzKTSTKMPhb00Azpuq2bpxu33ifJflJlNSYabY4RnV+6NsHGtAovjEvQxWh03Dp7DTeOdiAs0dA39zlGI0lntUCWdU7V+Tz9UsKqW7rZk91B0WZw+swHW+KQFWh0+YatKqgJ49X5YmPyrlxYfYpZzeLkTdSe2iFEEIIIcQ41OLvQDxQsPelC/K5ZVE2j2w4TlmLldzkqBF9/W9cWkhSVAQ/eePQgNdYne4hBQJT/MHzy3tqeW5HNRqFYDOoytbRLTsubbIwNSmK5Oihl68CXFmUQafdzSt7aoPHega0Ne3dHKwzj4tM10Rmtrkw+PfBgi+b/8n5meSnDC8THsicv1FSN+TH7Kps56frDvPekcZhvZYYGRLQCiGEEEJMYu1WX+YqcYBsk0aj8PNr53L7Ul+fzoJhBgCnEmvUc9O52eysbMfl8fZ7jd3pIVJ/6s6/Rr2WaSlRbCptobbDxq3n5VCcHQ/Ax/6Ox6OlqrU7WPI8HBcUJhNt0PH79ceCxwJjjsA3q/aqP27mT+8fH5F1nq3arU4STEPLqA7mwsJkzi9I4qH/HqWpyz6kx+yt9nWytjrcp7hSjAYJaIUQQgghJrE2fynmYG/2NRqFH35yDs/esYSr52eM+Bpyk6PweFXqO/oPEGyuoQW0AC9/5Xz2fv9SdnznEn527VxSYgzMz47nvSNNI7nkPqrauslJHHz+bH+Mei0Xz0qlzmzHoNOQFBURzNA63V72VHUA8MiG48E5twMx21zkfmsdL+4cyjCRyU1VVV7ZUxsMOjtsLuJHoNxXURR+ck0RDpeXX7x5ZEiPCXwPrU7Pab2mZOd9TvffQQJaIYQQQohJrN3qJFKvPeXsU0VRWDotCYNu5Gek5vgzmwN1I+52ejANcTZrrFFPfK/g/NJZqeyt7mB/jXnQx55otgSbSQ2HuduF2eYKjjkarsC+2wU58UxJiAyWgQfGJH1l5TScbi+7esys7U9gPNETH1Wc1jomk8P1XXzj+b1c+YdNfHismY5u54gEtAD5KdHcuSKfl/fUsr287ZTXBwLa7tPI0BqNRlpbW8/6oFZVVVpbWzEah78PfqTG9gghhBBCiHGo1eocsNx4rAwW0Hq9Kg63N7j38XR8dmkuT22t5Nsvl/DK3eej66erbYPZzsW/+ZBYo45tD15yygC/p8C6T6fkGGDF9FSSoiJYOSOVbeVt7Kps54E1+zDbfJ15L5uTzp83nKCpc/ASV6e/ZFuvPfu67/YWKNtWVbj9n9uB4TXsOpWvrCzg7xvLeOdgA+flJQ54Xb3ZFpx3a3EM/2ZJVlYWNTU1NDc3n/ZaJwuj0UhWVr+9hAclAa0QQgghxCTWPg4C2rRYIxFaTb8Brd3tCwKGE2D2Fhep5wefmM1X/7OHp7ZW8sV+RuucaLYA0Gl3s6+mgyX5SUN6blVVeWZbJQAFqaeXoY2M0LL5m6sw6DRkJ5poszr54GgzTV0OMuOMFGXGYdBpaDxFQNvpD4D7C9jPNq3+gPbpLy3me68cYGdl+4hlaMFXKj4jPYbDDZ2DXrfXn50FQmYjD5Verycvb+ijoERfEtAKIYQQQkxibd1DHz8yWrQahayESCparH3O2fz7Doe6h3YgV83N4KUZNfzmnaNcUZROZnwkOyra2FzawsE6MyU9ypHLmq1DCmhVVeWHrx3kuR3V3HXRNApShzfSqKdAwH7l3AyunOvbp+xwe1BV3x7mtFgjTb3G+WwubUGjwLKCZIBgRvdsnI/aW6vFtzd8SkIkn1owhZ2V7cFjI2VWeizvHm4cdMbxnuoOInQaUmMMp72HVpwZub0jhBBCCDGJtVudJI6D2Zhzs+LYWdmG1xu6V7DbeeYZWvDtAf7xNUV4VZUfvHaQLruLW//+MX96v5Rt5W3BYDFCp6HMn609lb9vLOOprZXcsTyPBy6bcUbr649Bpw2WWqfFGvpkaG97fBuffmxb8PNAQKuTgJZWqxO9ViHGoGPF9BTgZGn7SJmZEUOb1Tno3OC9VR3MyYwl3qQ/rT204sxJQCuEEEIIMYm1W51hz9ACXFCQTIvFyZGGrpDjgSZNZ5qhBd8e16+tKuTdQ428urcOt1fl8c8v4qHr5wWvyU+OoqyfTHF/3j/SxNwpcTx45awBM3QjJTXGSFOng+NNXdz+z+2U1HT0uaajWzK0Aa0WB0lRBhRFITvRxLv3Xsj9I3zToWhKHAB7q/t+LwBcHi8ltR0syE7AFKHDeholx+LMSUArhBBCCDFJPPrBcb7+3B7c/uZBXXYXXQ43iSMwn/NMLS/0ZdE+Ot4Sctw2ggEtEGzg80ZJHQDnZCdwbu7Jpj7TUqJDMrSljV3srOi/k211WzeFqdGjHswCpMYaqGm38ak/b+HDY818XNZ3rm4gQ+t09z/P92zSanWSFH3y57owLeaMGov1Z15WHEa9hjuf3sXfN57oc/5oQxd2l5finHiiIrTBaoNws7s8fHis+azpnCwBrRBCCCHEJPH79aW8ureOP75/HIB1JfXAyT2Y4ZQeZyQ7MZLdVaGjaWwjVHIcfJ1Y39iPj8vayE+OIs6kJyXGwNL8JL571SzmTImlorWbmnZfg6qH3znK/S/u6/M8DreH+k77aXc2Pp11Oz1e8lOi0GkU2v3ZWACPv0w7kKGVTKA/QxttGNXXMOi0pMcaUVX4+ZtH+gSIe/yZ2wXZ8ZgMOiz9lBx/+d+7WLOrZlTX2dv6w43c/s/tvLm/YUxfN1wkoBVCCCGEmCQy43zB3BMflWNxuHluRzWFqdGckxMf5pX5LMhO6FO+GczQjlBAmxZ7co5loGQU4Nn/t4QvLc/n6rmZALy+zxfst1ic1HXY+wQrte02VBWmJo1NQHvjudn86JNzeOHOpcSbIkL20wa6GwcytNbTGA8z2bRanSSNQSn9XRdNC35cZw7d41za2EWMQUdWQiTRETq6e31fOu0u3j7Y0O8Nk9HUafMF1r/+7xFcnsmfzZeAVgghhBBikmixOCnOjqfL7uYP64+xt7qDmxdlj0nJ7FAsyImn3mwP6XY8Ul2OAyJ0muBzTU+L7nM+J8nEOTnxvLq3FoA2qxOnx0ubNbRDbqV/xNBINxoaSGJUBLcvy8Wo15Jg0lPVenLEUVu3b22BwLa/TODZ5OOyVuo6bGOSPb95UQ6vfOV8AEp63IypaLFytKGL/JQoFEXBZND2yZwf67VffKwE9qVXtHbz7PaqsKxhLElAK4QQQggxCdhdHiwON5fMSiXepOefH1Wg1ypcd05WuJcWdOH0FCK0Gj7xyGYe21SGy+Md8T20cDLrW5jW/5ida4qncKShi6MNXcFAtr5X9u14o2+f7ViVHPeUYIoIBtQAHf6AtsPm+3/rWR7QPvrBCdJjjdyxfGzmt87KiEGvVfjP9io67S6auxys/t1GtpW3kZfsm00cFaGjy+7mm2tKgo873COgHcv9rIGf/wU58fxhfemkvwEiAa0QQgghxCTQYvGNFkmJMXDu1EQ8XpXVs9NJHAcdjgOmpUTz5tcvYEFOAj9dd5iH3zk64iXHPRWm9s3QAlw1LwOtRmHt7ppgGW9Dj4BWVVVe2FnNnMxYUmNGd59mf+JN+pBRMW1WFzanhwp/1rbb6ekz/uhs0tRpZ3ZmHDHGsRlHZdBp+c6Vs9hyopWr/riJP284jtNfypuX7PsZMxl8P7/P76wONu062tAZfI5W68jOyB2Mw+VBUeAHn5hDq9XJCzuqx+y1w0ECWiGEEEKICWjLiRa+8MT2YMlui8X3hjk52sBif6ffmxdlh219AylIjeGpLyxieWEy7x9uCq5/JDvUBva9Tk2K6vd8crSBCwqSeWprRfBYfY89qwfrOiltsnD70tywlGv3vgnR3u1ka1kLTreXC/0zV7tdZ8c+2qZOO49+cDzYGAt8ZeJjsX+2p8+fn8cLdy7F64Unt1QEj8dF6gDosp/Mgla1daOqKltPnOxUXdk6tFFRI8Hm8mDUaSnOjict1sDBus5TP2gCk4BWCCGEEGKC+bislU//Yxsbjjazv9YMQIs/o5cUbeCW87L53c3zWV4Y/u7G/VEUhSX5SZQ2WajtsAFgGsEM7Yt3LuWlu5YOOq/1UwsysbtONsxpMNuCH9e0+z6enRk7YmsajvheY5ae+biS7796EFOEllUzfAHtl/+966wYy/LLt4/w0NtH+eBoE+DLnrd3O0mMHvvKg4VTE3jznuXcel42d16Yz6yMWC4rSgcgpUfH5YoWK8caLZxotvLFC3xl0XurzaO+vlaLg7oOG3aXF6PeF+YVpEZzvMeYqslIF+4FCCGEEEKIU1NVlcc3l7NmVw1HGrow6jXYXV6ONnRyXl4irVZfQJscHUGMUc+1C8bP3tn+LMn3ZZGf+KgCAL125PIsqbFGUnt0O+7PRdNTQz7vuYe22V++HY5yY4AEU2gp7bFGC+dMjec7V86iw18ivfl4C1Vt3QNmoScLs39U0dsHGrh4VhqddjcujzrmGdqAOJOeX1w3D4Bv9zj+uaVTmZcVxw1/3Up5i5WSWjMaBe5ckc+uynb+vbWCLyzLRTPITZYz9Z2XD1DT0c3M9NjgnvRpKdGs3V2LqqrjpjncSJMMrRBCCCHEBPDB0WZ+uu4wBr2WH31yDtsevIQYo44j/sYzgaxi8ijP5hwpxdkJ3HNxYdheP6FHQBRt0IXsoW3ucqAofUt/x0pCjwztnu9dSskPV/PMl5ZwxdwM5medHMH0cVlrfw+fVEqbfNnFtXtqeX5HVbCJ13jaGw6g02o4NzeRBJOeshYr60rqWJyXRGqMkduWTKWitZvDDaNb+nu0sYtjjRZsTk+whL8gNRqLw01jp6Pfx2wqbea7r+yny+7q9/xEIAGtEEIIIcQEEHgz/PQXz+P2ZbnEReqZlR7L0YYuVFXltX11LM5LHNG9qKNJq1G479LpvHnPch759IKwrCFC53srPDM9pldAaycpyoBuBLPGwzEj/WR35niTPiR7PTszlvJfXElytCFkj+ZkZO52UdXWzVdWTuP8gmS++dJ+vvfKAWD8BbQBM9JjePdQAyearVw5LwOA4mzfTYjD9b6bT/trzPz0jUMjWjLu9nipbuvG6fZS0WoN/h2YluJrWlXW0n/Z8cdlrTy7vXrC/N3ojwS0QgghhBATwPFGCxlxxpDOrjPSYzja2MW28jYqW7u56dzx1wTqVGZnxnL1vMywvPbau5Zx63nZzM2Ko95sDwYYzV0OUsJUbgwwPzuetXcv44nPL+q3TNS3BzmRrWWtk3of7cF6377TxXlJPH77udy4MIvNx1sASIoan5UIi/OSaLE40Shw+Rzf/tq85CiMeg2H6303pT7xyGYe21we7Fo9Emrabbj9jbMCWxIAkvx7jTu6+8/AVrR0k50QOaIl/2Nt4q5cCCGEEOIscqypi4JeY2hmpMfQZXfzh/WlRBt0XDk3I0yrm5iKpsTxi+vmMSU+EpvLQ6fN16k23AEtwDk5CRDwLEwAACAASURBVKycmTrg+SX5STR2OvjpusPkfmvdpJxNe7DWFwDOyYxFr9Xwk08VBc+FoynUUCyblgT4AtvAz5BWozAjLYYNR5v4+nN7gtfuqWofsdct79FF2eNVgxnX+MjBA9ryFiu5yRN7H7YEtEIIIYQQ45zXq3K8yUJhakzI8Zn+0tStZa18Yn7mqMxyPRukx/kaSNV3+vYhN3U5wtYQaqiW+gOnxzeXAwT3lk4mB+rMZMYZSfLvC+9ZFhuuplCnUpwTT9GUWD63dGrI8QU5CZQ1W/noeAvXn+Nr2LZ7BAPaI/5y5kBCP9AUKt7fYKzD1vfnQ1VVKlqt5E3wgFa6HAshhBBCjHMtVgd2l5fcZFPI8ek99lredO747mo8nmUEAlqznempMbRYwp+hPZX85ChSYgw0+8c1WZ2TL0N7oNbMnClxIcfe+NoFvHe4adzu+TTotLzxteV9jj9w+QxuW5JDfnI0Go1CXYeNA7Uj0ySqy+7i8c1lnDs1gWaLg8rW7uC/j1GvxaDTBLtF99Tc5aDb6ZnwAa1kaIUQQgghxrmmzv7HyMQa9UyJj6QwNTrYeEYM35R4342CE00WzDYXLo8aMld0PFIUhaX5ScHPLfbJFdB6vCoVrd0U9iqzL5oSx9cvCV937NNlitBRkBoTHNuTEmOgo3tksuqPfnCCFouT7109O9jlvGfAH2/S91tyXN3u28ObnWjqc24ikYBWCCGEEJPCZG6OE8jCpcT0na368I3z+d3NxZN2xuRYSI8zUpAazftHmmjy/1unxo7vgBZ8+2gDus5wD+0LO6u58a9bznRJZ8Tu8nDNI5t573AjrRYHHq8azJ5PNjFGHV0jcBOiuq2bxzeXc+2CKczPjg/eiAk0hQLfPtr+So67nR7fWgwTu2hXAlohhBBCTHhlzRYW/nQ9r++rC/dSRkVTl2+kTH/7OpdOS6KoV1mmGL7L5qSxrbyNY42+vYjjPUMLcPGsVHT+jN+ZNoV6YE0JOyrasbs8I7G007K7qp19NWYe2XCchk7fz3xa7OQMaKONujO+CQHwu3ePoVF8Jc0AyTG+vcWRPTK0cQNkaB0uL+Ark57IJKAVQgghxITmcHu457k9tFmdvFEySQPazomTNZyoVs9Ox+NVeX5HNcC430MLvmBv0zdXAiNXcmy29d8NdyxsL28DYE9VBx8cbQZONuyabGKNepxuLw73md1A2FXVziWz0siIiwQIlhxrtScrNuIj9f1+Xx1uf0Crn9gh4cRevRBCCCHOer955xgHajuZnhbNluOtuD3ecC9pxDV1OYg36Sd8JmU8m5cVR0acMTjnNHWCZAaj/OWilmFk+1otDlY9/AHfXrufylYrHu/Jcv2BxruMhe3lbeQmmTDoNPxjUxkA6RPk+zBc0YHvW48bEXaXhw1HmvB6h7Z9QlVVGsx2MuMjg8fiI31djbsdJwPleNNAAa3vGoNuYoeEE3v1QgghhDirbTzWzN83lnHbkhzuvWQ6XQ43W8taw72sEdfUZR/3Y2QmOkVRWD07DfCVa0ZNkBFIURG+wKj3fky3xzvgvvLjTRbKWqw8u72KlQ9/wHV/Obl3tt3fqOhwfSfvHmocpVX370hDF0unJXHVvAy67G60GiU4smeyiTGGft+8XpVP/fkjvvDkDtbsrhnSc3Ta3Djc3pC/DdFGX0Db8wZHvCmi/5Jjt5QcCyGEEEKETZvVyX0v7KMwNZrvXjWblTNTSYyK4OmPK8O9tBHX2OkgtZ+GUGJkrZ6TDvjKjSdKky2tRiEqQhsSwKiqSsF33uJHrx/q9zEd/mzdPz9/Ll9ans++6o6T5/yBz/88uYM7/rWTE82WUVz9SV12F21WJzmJUXxmsW+Ga0q0Aa1mYnwfhiu6V2a9xeLgSINv//a/tw7tb1hgn3HPsuzA83bZTwawcZF6bC5Pn/3RDpdkaIUQQgghwuaHrx3EbHPyx1sXYNRrMeq1XFOcyXuHh16yN1FUtXWTlRB56gvFGTkvL5G4SP2E2D/bU7RRF9IUKhCUPrmlot/rA+WnhakxPHjlLA79+DKe+Pwi/2N9GdpAB9zHNpWPyppf2OHrqtztn59b1eYbITM1ycQ5OfHMzoglJ2lij5MZTIw/k9rpDzzrzb7gtDg7nv215pCAdCCN/TTOmpMZC8CqmWnBY/Em/2v1KjueLHtoJ3aPZiGEEEKcVSwON898XMnFs9J4bV8dX1k5jVkZscHzUxNNuL0qHTYXiVERYVxpqG6nm4+Ot3Lp7LRTX9xLi8VBm9VJYVrMKKxM9KTXavjxNXMwRUyst8hRhtCOuYHgKHqAcSxmf8Ab5w90TBE6FucnAr7srdPtDWYO6zpsI77e5i4HP3r9IFanh799WMa9l06nqtUX0OYkmlAUhSe+sChkb+9kEyg5DuyhDXzP5mfFsbe6g45uVzDo7Y/b4+VAnRkI3WecnWjiwI8uCymZj/Pvq+2wuUL2hgcC2gitBLRCCCGEEGPibx+e4E/vH+exzeUoCty2ZGrI+UT/frtWi2NcBbQ/XXeY/2yr4o2vXTDsETvH/GWI09OiR2NpopdriqeEewnDFmPQhTQXauj0BaGBoKk3s82FVqOEzB+N1GuJ0Gpo73ZS1XayUVQgYzuSPi5rxer0MDsjlr9tPMG5uQnc9cxugGBWdrKO6wnovYc2kG2d7c+wtlmdZCf2n6Futzq5+k+bqfXfbOhdUdD7RkZ8pO9vYe99tA63B51GQTfBA9qJvXohhBBCnFUO1XUCvgzPiukpwVEVAcn+ILbVOvJvws9ERYsVgJr2k9mu7eVtvH2gnr99eIKyQfYpBuaizpAMrRhAtFFHc5eDC371Pk9/XEldhy84ih0gw9dhcxIXqQ/ZJ6woiq8bbreL7eXtABSkRtM+Cl2P682+34Pf3DQfrwqffXx78NxAa55seu+hrTfbidBqmJbiu3HV3utGQrvVGezg/v6RpmAwq9MoGPWDN3UKlBz3vjnhcHkn/P5ZkAytEEIIISYIl8fLxz06GH/3qll9rkkKZmjHV0Br8pf/VbRag8du+tvW4Me/ffcY9146neYuB59enBN8Uwuwt7qDeNPE29cpxk60Qce2sjbcXpUfvnaQJflJAEQO0Km5o9sVLEPtKd6kZ93+ep7bUc20lCjOy0vk9X0jP9u5rsNOjEHHrIxY7liex583nGB5YTJ3XjhtxF9rvIo2hjZvajDbSIszBCtLemZTnW4vK369gQcun8ltS6ay4WgTqTEGPvy/lX0C3/70LDnuyeH2YjhFMDwRSEArhBBCiLCyONw8sbmczyyZOmiZ8O7KdqxOD7+/uZji7Hhyk6P6XJMYzNA6Rm29pyNQVniiyZeJre2xL/ErK6dxtMHCL986AoAC3L2ygIN1ZpxuL28daOCGhVkTpuuuGHvxkRG4/SXCWo0SnKXbu6ttgNnWf0CbERdJWbOVuy6axj2rCvn7xjK67G5cHi/6ESxLre2wBWen3n1RATanlztX5E/6MuOeDDotETpN8G9DvdlORmwkCSbf37C2HlUmbVYnnXY3Zc1W3B4vG481c3lROpERWiIjTt0sLpChNfdTciwZWiGEEEKIM/Sbd47yxEcVdNhcfO/q2QNet6m0Ba1GYdWs1AHLEhNMehRl/GVoAw1fjvtLizccaQJg/X0XUpAag6qqrD/cxB3/2klth43/fWEvG442A6Ao8LmluWFZt5gY0mJPZu8fumEe33ppPzaXB6vT3e/15gGapj10wzycbm9w72ZCVKBU1TWiFQJ1HTYy4n3Ba5RBx/c/MfDv/WQWF6mno9uF2+PlUF0nV8/PIDZSj0YJLQ9usTiC/7+7qoNOu5tVM1OH/DrRBh1ajUKHrVfJsXtylBxP/K9ACCGEEBPWgVozT22pIFKv5bntVdicJzNKNqcnOF4EYGNpMwuy4wfdY6fTaoiP1NNqdeB0e0MyoWPBbHPxh/WlvHe4MXjsQK05OJJkT1UH9z6/lxd2+ko6A6XFiqJw6ew0Vs1MpbzFyp7qDi6bk8ZLdy1l/X0rmJEu+2fFwHp2rj2/IJln7ljM/Ox4rI7hZWjTYo0hjYgC2cKRbgxVb7YHM7Rns5RoAy0WB/tqOuhyuFlemIJWoxAXqaetOzRDC77Kkw1Hm9BpFM4vSB7y6yiKQrw/eO7Jt4dWSo6FEEIIIU6Lx6vy4Mv7SYwy8I1LCvnuKweoae+mMC2GLruLG/6ylaONXTx0wzwumZXG/loz914y/ZTPmxRtYFNpCxc+tIFWq4Pn/t9ScpNMwf21o8Xm9HDbY9vYX2smUq/l5a8so8vu5sa/+vbKfvPymdhcHh7dcBy3V+U7V87qU0aclxzF+/7s7fLCFBZOTRzVNYvJoefYlgRTBMnRBpbkJXK4vrPf6zu6XcT3E9D2FghoR7IxlMXhps3qJDPu7CkvHkhKjC+g3XisBY0Cy6b59j4nREWE/JsHtlC0WpxsONLEotzEQUf69CfOpA+5QfjUlgrePtjAvKzhdV0fjySgFUIIIcSA7K5Tj3XwelW8qjqs0Q9Ot5dvr91PSY2ZP9xSHOxWXG+2My0lmnuf38uxJl93339uLseo16KqcOH0lFM+d0ackU2lLSzIiaeh0871f9kCwMt3L2NBTsKQ1zhca/fUsL/WzD2rCvjThuNc/vtNIefPy0tk4dQEVs9O46XdNdx8Xnaf5+i5L3hOZmyf80L0J71HcKjV+G6SRBl0ON3ekP2vrRYH0Uadv+T41Dd4Ansvh9J4aKg+PuFr7FacPXq/ixNFcrSB0sYuNpU2My8rnnj/DYQEUwR7Ktu56a9bqe2wcU1xJgDlLVYcbi8PXjlz2K8VH+kLaL1eldf21fGD1w4CTIqSYwlohRBCCDGgy3+/kSiDjnX3LO9zrqLFyjPbKnmjpB6NorDpgZVoNENrXPTuoUZe2l3D55fl8sn5mcFxNg1mO7999xjrDzfxo0/OweNV+fEbh3h8UxlxkXrmDmGG6y+vn0enzcXM9Bjyvv1m8Pg7hxpHNaA9UGsm3qTn3kuns3pOOieaLdicHs7NTWRaSlQwG1s0JW7AWbRF/iBWo8DMdAloxdCkxvYNTqP8Y2G6HR7iTBq2HG/htse38fjtiwCYknDqkt8E/z7b9iGOwfJ6VY41deH2qGg1CjPSYvr8TdhwtImoCC3n5Un1QUqMgaYuBw2ddr66siB4fGqSiV2V7ZgMOmo7bLy8pxbw7XkFhrV/NiAxKoI9VR1c9vuNlDadHBMmJcdCCCGEmLS8XpWKVt/ez43HmkOyo6qqctvj22jstDM1KYrjTRaq27uZmtS383B/AuNrHrh8BoqiBN+Q76ps5/md1dy4MIvPLZ1KU5eDH79xiH01Zj69OCeYfRrMlPhIpvj35333qllsK2+jrNky6KzXkXCovotZ6bEoijJo0DqYBTkJbP7mSlR14JErQvSW3E+2Ncr/82Nxuokz6dlyohWv6ruxAwR/RwaTEMzQDq3k+NV9tdz7/L7g57+6fi43L8oJfm7udvHm/nqWF6YQMQkyg2cqJcYQ7E59QeHJv68/v3Yu371qNvGRehb9bH2wqRxAVkJkyFivobrrogK+/twetBqF3908n49PtPH8zupJkaGd+F+BEEIIIUZFoLMmwKbS5pBz1W02atptfP/q2fz2pvkAHKrru1/P7fH2+9yVrVZSYgyYInz31g06LcnRETy/sxqAO1fkoygKabFGLp2dBsDN5/Yt0T2VLy3P5x+fO5f8lGjKmq0h57rsLl7YUT3gPsPh8HhVjjZ0MivjzLOqWQmmkMY8QpxKIAvaMzg5maH1dTreV9MBwObjvt/loQS0kXrfaJmhNoUqbbSg0yj8/bML0WkUKv03xAJ+t/4YZpuLr11cMMAznF0CnaOjIrQsyIkPHjfqtSRGRaDRKFxQGNr8aeWM1NMa4bVwagKbv7mKt79xIdcuyAp2xtZpJ/44MAlohRBCCNGvnh2C99eaQ87trGwDYFFeItPTYtBqFA71Cgx3VbZR8J23+Mp/dvcJiKvausnpFbQF9gFmxBlDMhC/v7mYJ7+wiPnZ8Zyu/JQoKlu78fizIQD3Pr+PB14q4TOPbTvjbshbTrRgd3ll36sIm/9+40I2PrAy+Hm0P6C1ONyoqsq+al9AW91mQ1FC990ORFEUEkz6Ie+hrfWP41k9J53kaAPNXSdvih2u7+RfWyv49OIc5mRO/EZEIyHF36hu6bTkAef83rE8P+TzwA2+MxVoktft7L8T9kQiJcdCCCGE6Fddh6/MbeHUBA7WduL1qsFM0I6KNmKMOqan+vbITUuJ4kCvoPe9w75uvetK6nn/cBNPf2kxiVERZMQZqWrtZkl+Usj1Ef43dJcXpYdkIKIMOi6aMfw9Yz1NS47G6fFS3dZNbnIU1W3dvHekkRXTU9hd2c6X/72LF7+8FKN++GW+5m4XD6wpIS85isuL0s9onUKcrt6jnUz+kmOrw0NFazed9pMzadNijEMu+U0wRQy55Li23RbM/KbEGGj2V3moqsoPXjtIXKSe+1fPGNJznQ0y/bN4V8wYuNld0ZQ4fnX9XJKjDWQnmpieNjIjvAJziK2O/mcVTySn/ElWFOVhRVHKFUVRFUUpGuAaraIof1YU5YSiKMcVRfnSEM+lKoqyTlGUEkVRDiuK8qiiKBJkCyGEEONAvdmXtVw9O40uh5vyVivdTjffeXk/L+ysYdm0pGCAOz8rnr3VHTjcHkobu/B4VfZWd1A0JZa1dy/D41W5/i9bWPnwBxT94L/Ume19ymrvXz2D/7tsBg9eOWvEv5Zzpvqyu+v982HfOdSIqsLPri3itzcXs7/WzA9ePTjs51VVlQdf2U9zl4Pf31wcLPMUItxi/WN5zDYXJf5y40BZa17y0Pa6gz+gHWJTqNoOG1Pifb/XKTEG9lV3sK6kntdL6tle3sb9l80IdvIVMDUpimfvWMItiwbfTnHzohwunpU2YsEsQFK07/tgmQQB7VD+6r4C/AHYNMg1nwEKgEIgCdijKMp6VVUrTnHuQeCwqqpXKYqiBzYD1wEvnN6XI4QQQoiRUtthIypCyxVFGfzirSNsONLE9LQYntlWBfj2cgUsnJrAi7tqmPHdtwGIi9Rjc3q45bxszslJ4L/3XsjRhi7au538+PVDaBSVi2eFZl2XFSSzrCB0v9hIKUiN4ZyceJ7dXsUXL8jjWEMXiVERZCWYyEow8bmlU/nX1kp+dM2cYWVp1+2vZ11JPf932YwzKokWYqQFZtPWm23Udtgw6jX84BNzeH1fHZ9bOnXIz5MQpedoQ9cpr3O6vTR22oPdk1OiDbR3u/jKf3aTGBVB0ZRYbunRIEr4LJ2WdOqLRkGSv5GY1XEWlByrqroZONXm45uBf6iq6gWaFUV5BbgR+PUpzqlAjKIoGsAARAC1p//lCCGEEOJMlDVbsDo8zM2K40CtmdzkKHKSTMxMj+HdQ40k9Miu9CwDPjf35DicH31yDvtrzeypaueKogzAlxEKZIUW5yUSZdCRFnvqPXwj6ZbzcnhgTQm7KtspbeqiMPXkPt3i7Hj+tbWSerN9WNmrJz+qID8lii+vmDYaSxbitMWb9Bj1GurNdkpqzBRlxlGcHU/xMG+8xJsi6BhCyXGD2Y5XhaweJccBbVYnX1tVMKQu5WJsBEqOu+xDKycfz0aqLiYHqOzxeRWQPYRzPwFeAuqBKOARVVU/6u8FFEWJB3r/Bmad2bKFEEIIAb4RPQfqzDz48n4O1HayND+JHRXt3L96OuArO35kw/HgHNh3770wpKlMfnI0C6cm8Mn5mdy+LHfQ18o/jZETI+HqeRn8+PVDPLu9mtImC9cUZwbPZcT53oTXddiGHNBWtFjZWdnONy+fKW/UxbijKAqZcZFUt3VzoNbMbUuGnpXtKcGkp8PmQlXVQRNcNR2+jsaBDG20MTTM6L3HV4RXYCTT3SsnfsfpcG/0uBEoAS4GYoC3FEW5QVXVNf1c+w3gB2O5OCGEEOJs8dyOah58eT/gKx8+1tiFVqNwTfEUAFbPSeeP7x9nze4a4iL1FPbay6XRKLx017IxX/dwmCJ0fLI4k//4S6Z77kcLNLIZqNvxizuraepycNeKacF9w3v9XWN7l04LMV5kxkfywbFmnG4v87JOr7NwgikCj1el0+4mzr8vtz+17b7fncDvkldVQ87PGMH9n+LM6bQaKn55VbiXMSJGKqCtAqYCO/yf98zKDnbua8D/+MuRzYqivAqsBPoLaH8PPNnrWBaD7+0VQgghxBCUNVuCH9990TSWTkuivkfjpjmZsWTGGakz2yf0G9NbFmUHA9oLeuzXTYszoCjwwJoSMuKMRGg1LPZ3YfZ4Vf5vTQkAf/ngBIlREVw4PZnkaN9jeo8fEmK8yIgz4nT7ZkEPt9Q4ILDNoN3qHDyg9d8MyvB37r19aS4ej8pv3j0GnBwTI8RIG6mA9kXgDkVR1uJr/PQpYPkQzpUDlwPbFUWJAC4B1vb3AqqqdgAdPY+dzlBhIYQQQvTV2GNeZHF2PKYIXcgsWEVRuHR2Gk9trRzS/Mrxau6UOL66soCFuQkhpc8GnZZAQumzj28H4M17ljM7MzaYiV0xPYW85Cj215p5+uMqLihIJiPWeFqjfoQYCxn+39UYg+60b7wk+/fC1pvt5A5Sjl/bbiM1xoBB5/t9iDLo+NrFhRxrsmBzTvxOumL8GsrYnj8qilKDLxu6XlGUg/7jbyqKcq7/sn8DZUAp8DHwY1VVy4dw7hvAckVR9gN7gWPAP0bkKxNCCCHEkJ1osmDQafjyimkDZlJWz/HNWE0f42ZOI0lRFO6/bEZIh+aBvF5S5/v/fXXotQp/vHUBP/zkHH5+7VwANh9vISdJsrNi/Fo6LZmcRBO/umHeaSeCAvvm99V0DHjNkYZO3jnUSJZ//2xPf7p1AY/dvui0XluIoRhKl+N7gHv6OX5lj489wF0DPH6wcyeAS4e6WCGEEEKMPK9XpazFwm1LpvKtK2YOeN15eYlMS4kKzrKcbJ76n/N473Aj/9rq2xn1RkkdX14xjRd3VnP1vMxgueX0tGhyk0xUtHYHZ24KMR4tnZbExgdWntFzJEZFkJtkYk9VO+CbvWx3eYmM0AY/v+qPm/F4VdTBnkiIUXLKDK0QQgghJrfXS+qwu7zMyogd9Dq9VsN7/3sRt5w3OWdJrpiewo8+OYcnv7CIX1w3l+o2G4+8X4rV6eG2JSe/ZkVRgoF/WqzsCxST34KcBHZXdaCqKv/YVMas779Nu9UJwOH6LjxeXyh78UxpkCbGngS0QgghxFnseJOFb6/dz6LchJAxNmcrRVG4aEYqV87NQK9VeGpLJRFaDXOnhGalLy/K4OkvLubLF8n8WTH5LciJp7nLQZ3ZzpMfVQDQbPHtu3+jpA6tRmHzN1dy90UTfwSMmHgkoBVCCBGistXK2t01qKoUj0123U43dz+zi0i9lj/deg56rbwtCIiL1LNiegpOj5cZ6TFE6Pr+21xQmEysceCur0JMFguyEwDYU9VOh80FQJfdN5v29ZI6zi9IJivBFBxpJcRYCvccWiGEEONIXYeNFb/+AID0OCPLpiUP/gAxYamqyndfOUBpk4V//c95E7pz8Wi5el4m6w83UTTl9OZ3CjFZzMyIwaDTsKeqg26nB4B2q4uSGjPVbTa+tqowzCsUZzO5FSuEECLo7QMNwY9f3l0bxpWI0XawrpO1u2v56soClhemhHs549Ils9MoTI2WfYHirKfXapiXFcduf2MogA6bizdKfB3AL5udHsbVibOdZGiFEEIErT/cSGFqNLMzY/nwWHO4lyNGUWlTFwDXFE8J80rGr2iDjnfvWxHuZQgxLizISeDvG8uCn7dbnbxRUs+K6SnEmaT0XoSPZGiFEEIAYLa52F7exiWz05gSH0mb1Sn7aCexipZuNApkJ/adGymEEL0tyA5tjPb+kSbqzXaunifN5ER4SUArhBACgA+PNeP2qlwyK5XEqAjcXpUuhzvcyxKjpKLVSmZ8JAadNtxLEUJMAAtyEoIfx5v0bC1rxaDTcMnstDCuSggJaIUQQvitP9RIUlQExdkJJJgiAIJzBsXkU9HaTW5SVLiXIYSYINLjjNy4MIu/f3Yh8ZG+EuOLZqQQbZAdjCK8JKAVQgiBy+Plg6NNrJyZilajkBDle7PSJgHtpNRicVDWZCE32RTupQghJpBf3zif1XPSsfirdy4okE74IvwkoBVCCMGOijY67W4umeUrHQtmaLsloJ1s3B4vn3t8O06Pl0/I3jchxGlosfj+23BeXlKYVyKEBLRCCCGAj463oNMoLC/03W1PjAqUHLvCuSwxCp7fWc2h+k5+d3Mxi/PlzagQYvjSYg0AFKZGh3klQsjYHiGEEMDRhi7yU6KI8u+FSoiSDO1k9c7BRgpSo7miSOZGCiFOzytfOZ82qxONRgn3UoSQDK0QQgg40tDFjPTY4OcxBh06jdJnD21zl4O/bzyBw+0BkLE+E4zb42VXZTtL8hNRFHkjKoQ4PRlxkczJjAv3MoQAJEMrhBBnPYvDTU27jVsWZQePKYpCvCmiT4b21b21/PzNI/x9Yzl6rUKnzcWau5YxKyO299OKcehAXScWh1v2vQkhhJg0JEMrhBBnudLGLgCmp8WEHE+M0vfZQ9vqz9gWpEaxbFoyKvD45vIxWedY6rS76Hb2ncE7kTPSXq/KL986TLRBx/nTJKAVQggxOUiGVgghJqj/HmxgVnosOUlnNnql3mwHIDsx9HkSTBG09crQNpjtZCVE8tz/WwpAZISGF3bUcM+qwjNeR7g43V4aO+1Ut3UTG6nno+Mt/OG9Ui6akcKjn1lIl93F2t21vLK3lrJmKz+7toirJ0B3YK9X5aa/bWVmRgzfvWo2L+ys5uOyNn553VySog3hXp4QQggxIiSgFUKICajF4uCu/OWf4QAAIABJREFUp3dx3TlZPHzj/DN6rkDWNdDZOCDBFMGJZkvIsXqzjYw4Y/Dzr64s5OXdtXz56V0Y9BoevHIWi3ITz2g9Y+0Hrx3k2e1VIcfiIvV8dLwVVVX5wWsHWbu7lpnpMWQnRnLfC/s4Ly+R1BjjAM84PpQ2WdhZ2c7Oynb2VHVQ3mLlwukp3NyjtFwIIYSY6KTkWAghJqD3DzfhVaGkpuOMn6vNP08wMHs2ICEqdA/tml01fFzWRnpcZPBYepyR39w0n6q2bvZUdfD1Z/fQaZ9Yo37WH24M+fzx28/lwStnYra5+NvGMvZUdXDJrDTe/saF/OnWc3B5vHz1P3uoN9vCtOKh2VPVDsB3r5pFVWs3WkXhl9fNlWZQQgghJhUJaIUQYgJ651AD4MvCWRx993oOR3u3kxijjghd6H8SEqP0tHe7UFWVQ3Wd3P/iPgDSY0PLVS8vymD7dy7mpbuW0djl4IevHjyj9YwFl8eLudsXeJsitMHjz3xpMRfPSqM4OwGAX751hPIWKzPSfbMW85Kj+NrKAraXt/HkRxVjvu7h2F3VToJJzxcvyOPd+1bw6lfPJzM+8tQPFEIIISYQCWiFEGKCsTrcbCxtYVpKFOoIZGlbrc4+5cbgy9h6vCqddjePbCgNHu9v7qApQsfCqQl8dWUBa/fU8ub++jNa02j77bvHuOjhDTR12dH1+HrykqMAKEiN5oKC5ODx/OTo4Mf3rZ5B0ZRYDtV3oqoqL+6s5lBd59gtfhDlLVbarU7arE7+e7CRJflJKIpCepyR/JToUz+BEEIIMcFIQCuEEBPMptJmnG4v37x8JhFaDesPNZ3R87UPEtACbC9v460DDVw6Ow2ApfkDd8j96qoC5mfF8eDL+2nstJ/RukbTwbpO2rtd/OSNwzR3OQAw6jWkx/r2xWo1Ck9/aXHw+mmpocHgrPRYDtd38su3j/B/a0rGRadnVVVZ+fAHXP2nzTz09hGsDjf3XTo93MsSQgghRpUEtEIIMcG8c7CReJOeVTNTuWhGCm+U1OHxnv44mVark0RT34A2EOT+4q3DROq1/Or6eZT+7AoumpE64HPptRp+e3MxZpuLF3ZUn/aaRltlqxWDTsPr++rotPtKtudOieuTff7EfF834/yUqJDjszJiabE4+duHZWgU+szrDYfK1m4AajtsPL+zms8vy6Ww1ygmIYQQYrKRgFYIISYQl8fLe0eauHhmGjqthk/Mz6Spy8H28rbTfs4BM7T+Y2XNVj67dCqJURHotaf+z8a0lGimxEdS2mQ55bXh4PJ4/z979x3eVn09fvx95b33yHTixNmDkIQMkrDDCKPMFkqZpYWWttAW2kJpaX8tUKCUUiibL5uyV5gJkEHIguy9nNhOHO+9ZEv398fRtWRbtmVH3uf1PHkk3Xt1de3I0j33nM/5kFNSwzVzRzDalXm976LJPHvNzBbbPnjpFJb+egHRoUFNls8YIWNsrz1xBCeOTqS4qucC2nqHk5dWH2TV/sLGZYmRIfzq9IweOyallFKqu+i0PUop1YesyyymrKaehROl/Pe08cmEBwfw4ZYjzBnVeilwa0zTpLjKTnyklwytK2sbGmTjhvnpHdrvqKTIFlP+9BY5JTU4nCYZKVEsnJjKz1/ZwAkj41sErQAhgQGMTm6Z5ZwyNJZ1d5xGUlQIt7y+qTE7mltWQ6DNRlJU983z+u6Gw9zl0YhrWHwYd5w9nigvP49SSinV32iGViml+pDPtx8lNMjGgowkQJoxnTEhhcWbj1DVrNtxbb2Dbzyydt5U1jVgdzi9lhwnRAYTHGDjh7PSSIzsWIA2OlkCWucxlEJ3lYNFVQCMSAhneloca+44rVMNk5KjQzEMg7jwYEqq7NTWO5hz75ec/+jX/j7kNlkdrwGunD2clbefytmTB3XrMSillFI9RQNapZTqAwoq6tibV8GSHXnMz0gizGOqmavmjKC8toE3v206ZvW5VZlc8fTaNrsgl1TJ1DXeSo4jQgJZ/Mt5/P7scR0+3lFJkdTWOzlc2vvmaj1U6ApoEyPa2dI38RHBVNQ18PKaQwDkltVypJt+7rKaepbvKWB2ejyXTh/KHeeM75bXVUoppXoLDWiVUqoPuPb5dZzxrxUcKavlrImpTdZNT4tjelocz67KpMHhbFxuTZ3z7sbDre63qEo6/HoLaAHGpET5NG62uQmDowGZC7W3OVhUTWRIIAmt/MwdZf3u3t14uHEKoO6atujz7Uepd5j84ezxPHDpVMKDdSSRUkqpgUUDWqWU6gP2HHWPRz1zUmqL9TfMTye7uIbPtufxxPL93PXeNrYdLifY1cm3weHkzW+zOfWfy5oEvVZ33tYC2s6aMiSG5KgQ/t/iHb1mjlbLwaIq0hLCMYyW8+l2hvW7236knIuPH8rEwdF81E0B7YdbchkeH86UoTHd8npKKaVUb6MBrVLKb5bsyGP5noKePox+aXhCOAAXTRtCZEjLLNwZE1IYkRDOUyv2c98nu3jJVf76/RnDKKy0s3JfISv3FnKgoIoDrpJbgKJKCWgTIvzbxMhmMzhrUiqFlXaue349ptl7xtIeKqpmRIJ/yo3BPV8vwLThsSyaMoiNWaXklFT77TW8Ka6ys2pfIYumDPJbcK6UUkr1NRrQKqX85oYXv+Xq59b19GH0S/nltfxw1nAevHSq1/UBNoPr56ezOaesyfKLjh9CbHgQ7208zJ68CgC2H3FvY2Vo4yL83xH31tPHMD8jkaPltU2C6J7U4HCSXVzNiMRwv+3TM7s9Y0Q8506WuWutsuOCijoe+GwXFbX1jdtlF1ez62jnM9cVtfV8uu0oDqfJeVMGd3o/SimlVF+nAa1SSvVytfUOymsbGBQTis3WeibukuOHEhfeNDBNjQll0eRBfLw1l11HJaDddtgdSBVV2QkOsHnN+h6ruIhg7rlwMgDLd/eOzH12SQ0NTpM0P2ZoRyZGcNHxQ/jP5dMYnRzJ8AQpAf5oiwS0n20/ymNf7efGl7+jrsEBwPz7v+Ksh1cC8PDSPZx435c89Plu8spr2329T7bmMvnuz7nj3a2kJYQzflDLaYWUUkqpgUIDWqWU33lmotSxK6iQxk3JUaFtbhcWHMBPFoxqsiw+IpgLpw2h3uEu+d122J2hLa60Ex8R3GUlq8Piw0lPimi1FP2Nb7ObHE9Xszo+TxrsvzGnwYE2HrrsOM6b6s6ULpo8iM05ZWQXV5NZWIXNgFX7ivj1G5ubTGX0zf5CHl66l8OlNTzy5T6eWL6/zdeqqmvg9re3ND4+ZWyylhsrpZQa0DSgVUr5Rb1Ho6Gs4q4dOzgQlFbbWZdZDEB+hWTtkqPbH+d640npPHSZlCVHhgQSEhjA9LQ4fjxvJEPjwjhlbBI7jpQ3BlUl1Xbi/NwQqrmTxiSx5kARtfWOJsvrHU7ueGcrz63K7NLX97Q5u4zQIBtjUjo+72xHnOOaB/ajrblkFlYxNjWaO84Zx0dbcnlx9cHG7X7+ygYSI0PY/KeFnDAing2HvHeFXrIjj6dW7OdP72+noraB0cly/HNHJXTpz6GUUkr1dhrQKqX8oqzGnZXNKtKA9lh977FVXPbkamrsDvLLfcvQAhiG0bidNbbTMAz+eO4Evv7dqSycmEpFXQPZJdXUNTjIKanx2/Q1rTlpTBJ1DU7WugJ0S1ZxNQ1Ok+xuvACyMbuESYNjCOzEVEQdMSw+nKnDYvls+1EyC6tIT4zgJwtGkZEcyevf5jRuV1Jdz5/Om0BMeBDTR8Sx/Uh5i8C/2t7AT1/6lns+3sXbG3KYOSKOt2+ayx8XjefUccld+nMopZRSvZ0GtEopvyit9ghoNUPbaaZpcu8nOznouiiwN7+CdzYeJjjQxtD4MJ/2YQWy3qbisUptH/x8Dyfdv4xdRyuYMSLOT0fv3ez0BEICbS3G0e7Pl6mIuuv98t9l+9iYVcr8jKRueb1Jg6PZn19JVnE1IxNlzO6s9Hh25rrHMJ8yNonzpkg2d/rwOBqcJmsOFDWu35dfyaNf7sNpwkOXTWXnX8/i9Z/MISYsiB/PT+/ywFwppZTq7fSbUCnlF2U19sb7pTU6hrazCivtPLn8QOPjBz7bzZIdefx24RiiQ33rRJwQKYGst8zrmNRIggIMPtx8hOEJ4bx8/Sx+dVqGfw6+FaFBAcxKT2DZnvwmy63Ox3nldS2ykt7U1jt4Yvl+qu0NHT6G4io7//liHwsnpHDzqaM7/PzOGBQTSnltAw6n2RjQzk53lwi/87O5PPGj6Y1jYOdlJJIaHcqDn+/m672FVNU1cPpDy/nvMhlXOy41mrDggDYbgymllFIDjQa0Sim/8MzQ+hKcKO+shloPXjqV0CAbK/cWMiMtjuvnpfu8D2teVG8Z2pDAAJ66agZv/HQOb/x0DvMyErulqdCpY5M4UFDFz175Dodr/K6VoQV8Kjt+f9Nh7vtkFw99vqfDr//8NwepqXdw25ljCeimgHBQjDujPjJJAtrTx6dw4bQhTE+LY/KQGEICAxq3CQ0K4I5F49mZW8GVz65lyl8+b7I/f041pJRSSvUX/p+nQSk1IDUNaJ1tbKnaUlkn2cfYsCDGpkSxJ6+SBy+d2qEgLDjQxswRcUwb7r2U+JSx3T/u8oez08irqOPxZfs5fngmP56fzv6CSiJDAqmsa+BQUTUZKW1PP2NNO7R4Sy53LhrvcyBeWdfA86syWTghpd3X8KdBse4xz+muDG1oUAD/+v5xrT7n/KmDOWVsEhuySlmfWcyevAo+35EHQHiwfmUrpZRSzem3o1LKL6wy46iQQOo0Q9tplbUS0EaGBnL3+ROprXcyIrHjc6a+eeNcfx/aMQkKsHH7mWNZtruAFXsLuX7eSPYXVHHi6AQ+257H4dKadvexMUum3DlaXktZTT2x4b41s3p17SHKaxv42SndU2psGezK0MaFB/l8rABRoUGcNCaJk8bIWN8Rv/+oS45PKaWU6g80oFVK+UVZtR3DgKSoEOoaNEPbWeVWQBsSyKQh/psrtTcwDINBMaHkV9RSVGWnrKaemSPi+WpXAUfK2g5oq+0N7DhSTkp0CHnldRRV2X0KEmvrHTy9MpMTRydw3LBYf/0oPkmNkQxtZy5IeFp5+ykEBui4WaWUUsobHUOrlPKLA4VVpEaHEhYcoGNoj4FVcuxrA6i+Ji48mOJKe+P42YyUKFJjQjlSWtvm877YmY/d4eSS6UMBafIE8OzXmVz25OrGeXWbe3tDDgUVdfz85O7NzoKUF6dEhzAm+djKnIfFhzcZj6uUUkopNw1olVLHzDRN1mYWc8LIeEKDAqht0IC2sypdTaEiQ/tnAU1CZDDF1Xb2F0iH41FJEQyKCSW3nZLjDzcfISU6hLMmyhQ3RZUyN+//W7yDdZnFrNpf2OI5TqfJMyszmTosljmjElqs7w4vXHcCvz1zbI+8tlJKKTUQaECrlDpmmYVVFFTUMWtkAqFBNm0K5aPcshqWuBr+WCo8So77o7jwYGrrnWw9XEZokI3BMWEMjg0jt6z1DG15bT3LdhewaPJgEqOkzLioyk5Wkbsz8lvf5bR43uoDRWQWVnHN3LRu6eTszbjUaJKiQnrktZVSSqmBQANapdQxW3OgGIBZ6fGEBmrJsS9M02TOvV9yw4vfNvl9VdY1EBJoIziwf348W3Pjrj9YTHpiJDabweDYUI6W1zZO5+Ppu0PFfLI1F7vDyXlTBzVORVRcaefLXXIxID0pgj15lS2e+/HWXKJCAjl70qAu/ImUUkop1ZP6ZwpAKdWt1mYWkRQVQnpihJQca0Dbrk+2HW28n1NSw+jkSAAq6hqI6qflxuCeG3dffiXnTR0MyHytDqdJXnktg2PdY0X35FVw8eOrARgaF8Zxw2IxDIPIkECKquysO1hMelIEJ41J4vX12ZimSXZxDTtyy8kpqWZjViljUqMIDQpoeSBKKaWU6hfaTQEYhvGgYRiZhmGYhmFMamWbAMMwHjMMY79hGPsMw/ixL+tc6y8zDGOrYRjbXLcpx/5jKaW62qp9hfzgqdXUNThYc6CIWSPjMQyDkB4sOf730r18sjW3R167PTV2B0+vOMC2w2XkV9Ry57tbG9ed/tBynli+H5Bpe6L6aUMogLgId2fiUUkRrlsJ5v+7bB9rDhQBUFhZx/LdBY3bnjd1cGPZcEJkMDkl1aw9UMxp45IZkRBBtd3BvZ/sYsEDX3Hjy9/xt492siO3nJHH2GFYKaWUUr2bL2mA94B/Ayvb2OaHwGggA0gANhqGsdQ0zYNtrTMMYwZwN3CqaZpHDcOIAeo6+8MopbrHN/sKueq5dTicJh9uziWvvI7Z6dJ0JyQwgLoeaAplmiZPrdjP3NGJnD2595WY3vL6Rj7bnofNgClDY6myO3jthtlc/vQaAO77ZBfXzxtJRW19vx0/C+6SY3AHsuNSpQvwy2uyeHlNFgfvW8TZ/15JQYX76+B8VzYXJMu7dGc+AKeOS2l8vz214gDzMxL57cKxXP1/6yitric9SQNapZRSqj9rN0NrmubXpmlmt7PZ94GnTdN0mqZZgATBl/qw7lbgQdM0j7peq8w0zbbnblBK9aivdudzxTNrG8c7PvbVPgBmp8cD9FhTqOIqO1V2B0fbaC7UU+odTj7fkccFxw0mPDiQTdml3H7m2MbfmeXGl74jp6Smfwe0ke6A9oSR8vN7Zm0BGhzOJsHs57cuYPyg6MbHQ+PCG+/PGBHHiAR30PqX8ycydVhsY+A8MkEDWqWUUqo/89dZ03DgkMfjLGCYD+smAJmGYawAIoF3gL+bptmiM4hhGLFAbLPFQ4/90JVSviqqrOP2t7Y0WZZZWEV0aGBjtq2nxtBmFUvH26PlvS+gLa6yY5owY0Q8c0clsDGrlOtOHNmk8+4d54zjX0v2UlPv6NdlslGhQTx/7UwyUqJIiQ71us3+gqomF0bGpDSdx/XmU0bz4eYjTE+LIyjAxpC4MNKTIrhsxjDSXe/DE0cnsr+gimHx4S32r5RSSqn+o6fTAAHAFOAMIBj4FAl4X/Sy7S3An7vv0JRSnkzT5A/vbKWsup7rThzJc6syGZEQzsGiauaPSWoMzkIDA2hwmjQ4nAQGdF+n3uwSmce0sLKOeoeToG587fZY2cakyBDOmpTK92cOb1z3x0XjsTuc/GTBKBZNGczDS/Ywf0xSTx1qtzh5bHKLZQ9eOpUXvjnI1sNlbMkpJSI4kNp6Oy9ed0KLbcemRvH2TXMZGicNpIICbHz5m5ObbHPnovGcMi6ZSUNiuuRnUEoppVTv4K+ANgtIA9a7HntmZdtb95ZpmnVAnWEY7wMn4D2gfRh4vtmyobQ9tlcp5Sff7C/i8x153HHOOG6Yn86p45KZOyqBLYfLGOLRmTY0SALJ2gYnkd0Z0LoytKYpAaRnt9yeVljpCmijglus+/H89Mb7Q2LDeODSqd12XL3JJdOHctG0IUy++zO25JRRWlPPz08ZxYJWgvvpaXFt7i8kMIBTvATOSimllOpf/HW2+SZwg2EYNsMwkoDvAW/5sO5VYKEhgoDTgM3eXsA0zVLTNA96/gNy/HT8Sql2HHZlQM+ZPAjDMJiXkYjNZnDcsFiSokIat7OmSOnusuOsourG+72t7Liw0g5AYmRIO1sObDabwcQhMaw5UITDaRIT1n+7PSullFLKP3yZtucRwzBykGzoUsMwtruWf+zqUgzwEnAA2AusAf5qmmamD+v+B+QDO4BNwHbgWX/8YEop/6qoawAgKqTtIKMxQ9vdAW1xdWMzpVtf30SV63i7yourD/LPz3f7tK1VcqwBbfumDIlhb34lALFhLTPaSimllFKe2i05Nk3zl8AvvSw/x+O+A7iplee3tc4J/Nr1TynVi1XWSoAYERLQ5nbuDG33djrOKq5mdnoCq/YVcqiomr9+uIN/XDKlS17rmZUH+NtHOwG4bMawdhsPFVbWER4cQEQ/7l7sL5OHuse8xoRrhlYppZRSbes9XVOUUr1alb2BsKCAdhs9hQR2f8mxvcFJblkNEwZFsfnPC7l6ThpvfpdNtd1/WdqPt+Zy0X9XcfcH2/nbRzsbx3a+t/Fwu88trKzT7KyPJns0cdKSY6WUUkq1RwNapZRPKmobiAxtP8NolRzXNXRfQHuktAanCcPiwwkOtDE/IwmnCTuOlHd6nyVVdjxnEFu6M48NWaU8/81BFk5I4dmrZzBteCxf7c5vd18HC6tIjtKA1hcjEiIaS8djNUOrlFJKqXZoQKuU8kllXQNRPpTMWiXHN768gQZH95QdZ5dIQ6jhrtJfq2x16+GyTu0vq6iaaf9vCfP+8VXjWNyqugaSo0L45FfzeeLK6QQF2JidnsCGrFJm3bOU3LIar/val1/B5pwyzpiQ0qljGWhsNoNJQ6IBHUOrlFJKqfZpQKuU8kllbb1PGdrRyZGANEI6WFTV1YcFyPhZgOEJEtCmRIeSHBXC1pxOBrSu/R0ureG9TVJSXFBRR0ZKJOMHRWOzyZy7s0bGA5BXXseSHXle9/XaumyCAgwunj60U8cyEE0ZGothaMmxUkoppdqnAa1SyieVdQ2NpaBtSYwM4cOb5wGwJ6+yqw8LkAA0OMBGSlRo47IZI+L4el8hTqfZxjO9K6mWaXaCA2y8+M0hTNOkoLKOpGbjYGeOiCc9KQKAtZnFLfZTW+/g7Q05LJyQqmNoO+CG+ek8ceV0woLbbkCmlFJKKaUBrVLKJxW1vgW0IFlaw4C93RTQZhdXMzQurDFzCnDmxFTyK+rYkFXS4f2VugLaX52ewe68CtZmFlNQ0bKxU0RIIF/+5mQunDaENfuLWgTPn20/Sml1PZefMLwTP9XAlRQVwpkTU3v6MJRSSinVB2hAq5TySWWdb02hAMKCAxgWF86e/IouPiqRVVzdYuqcU8clExxo46OtudTWOyirqfd5fyXVsu2P5qQRExbE48v2U1vvJKmVxk7zRidSVGVnR27TJlSvrs1ieHw4c0cldPAnUkoppZRSvtCAVinlE1+bQlkykiPZ110lx0XVjQ2hLFGhQSzISOLTbUe5+dWNTP3L5z5PJVRaXU9EcADRoUF8f+Ywlu8pAGg1oLWm8LG2czpNHvxsN2szi7li1vAmmWOllFJKKeU/GtAqpdplmiaVPk7bY8lIieJAYSX1XdzpuKy6nvLahhYBLcCiKankltWydKc0bHptXVaT9Z7T8ngqrbYTGy4ddq+clda4vLVxsElRIUwaEs0y1xQ+Dy/dw6Nf7eMHM4dx/byRHf+hlFJKKaWUTzSgVUq1q67BSYPTJDLE966zY1IiqXeYHCqqosHhbJz+prOcTpMc1/Q8nqyOxMPiw1qsO218CkEB7uzoexsPN97fcaSckX/4mLUHilo8r6TaTlyE/KzDE8L5y/kTiQoJbOzg7M1JY5LYkFVKYWUdL605xMIJKdx70WSCAvRjVimllFKqq+iZllKqXRW1Eox2KEObHAVIY6hbXt/ExD9/dkzHcMe7W5n3j68or63nUFEV1z2/noraevYVyDjdUUktg83o0CDmZ0g58LzRiWzOKaOgog6A9zdLcPvNfm8BbT1x4e45UK+eO4Itdy9kcGzLoNly8thkHE6Tez7aSUl1PVfMGo5haKmxUkoppVRX0oBWKdWu/IpaABIigtvZ0s3qdLwnr5LFW3IBfB7D6s3/1mfLsZTX8c6Gw3y5K58dR8rZl19JoM0gLSHC6/OunD2cjORIbjk9A6BxvtjMApkjt7TazppmWVrPkmNLe8HptGGxRIUG8s7Gw0QEBzBvdGLHf0illFJKKdUhGtAqpdqVU1IDwLC4luNUW+Ot03FRlb1Tr59d7C41LqqsY8Veab6UX1HHvvxK0hLCCQ70/nF26rgUlvz6JKanxTF+UDTPfn2AT7bmsv2IdCR+YfUhfvDUmibPKamuJzbM9/JqgMAAG/MzJIidPiKeQC01VkoppZTqcnrGpZRqV3Yb41Tb0rzTcVFlXeP94iq7zxnbTdmljfcPFFax2fX43Y2H+Wx7XptjWy2GYXDTyaPYX1DFTa9s4HBpjdftHE6T8tp64sI7FtCCjKMFOGFEXIefq5RSSimlOs73AXFKqQErp6SGyJBAYjqYtcxIiWrMpgIUVUqG9o312dz+9hauO3EkfzpvQpv7eHzZfv61dE/j4w83H8Hpak785S7pKjxlaKxPx3PelEFMGBRNg9NJoM3gsifXUNwsa1xeU49p0qLk2BdnTEjl/U1HWDRlcIefq5RSSimlOk4DWqVUu3JKahgaF9bhJkcZydLp2FLoytA+tfIAADtyy9p8fmVdA//+Yg/2BifD48PJLqlm9YEiIkMCCQ2yUVhp56JpQ/jJgnSfjscwjCbZ3NiwoMaA1t7gJDjQRkm1PLa6HHdEfEQwr94wu8PPU0oppZRSnaMlx0qpNpVU2Vl7oIihcR0rNwYYkxLV5HFRlZ2ckmr25UsZcnlN21P5LNlxlNp6mcfW3uAkPjwY04Q5oxKoa5DlJ45O7PTUOFEeXZutaYVKqusBiA3reIZWKaWUUkp1Lw1olVJtuu2tzVTaG1g4IbXDz7U6HVuKKutYsacQgBlpcRR4jKn15v1NRxgSG8ZlM4byz8umkhApQeaCjMTGqYQyUtofP9saz8ZNla6AttSVoY3txBhapZRSSinVvbTkWCnVxDsbcnhqxQEWjEli7qgElu0u4CcL0rls5rAO7yssOIChcWFkF0sDpqJKO1nF+QyJDWN2egIbskpwOE0CbC1LmYsq61i5t5CfLEjnd2eNAyAhIgSoZH5GEpEhgVTWNfjUEKo1DU53OXS1XRpUlboytHGdGEOrlFJKKaW6lwa0SqkmPt+eR2ZhFfsLKnlqhYx1Pe8YmhyNSY5qDGgPl9aw/Ug5500dRHJ0CE4TiqrqSI4KbfG8j7fm4nCaXHCc+7VHJIZTUFnCs+4qAAAgAElEQVRHWkI4r/90NusziwkP7vzHmMPpbLxf2Vhy7BpDqwGtUkoppVSvpwGtUqqJfQWVnDQmiQcvm8qy3QWUVNmZODi60/vLSInii135DI8PZ21mMeCe3gagoMJ7QPv+piOMTYliXKr7te86dwJ19U4Mw2Di4BgmDo7p9HEBNHg0rKpqLDmux2Y0HV+rlFJKKaV6Jx1Dq9QAti+/khq7ey7YeoeTQ0VVjE6OJDo0iPOnDubquSM63N3Y0/hB0hjq9PEpAATYDOaOTiQpKgSQgLa54io73x4q4bypg5osDw8OJC7Cf5lTh7NlQFtSbScmLAiblzJopZRSSinVu2hAq9QAVe9wcvpDy/n5qxsal2UVV1PvMBmV1Plxqc0tmjyI56+dySXThwIwfXgc0aFBJEVKVja/3B3Q5lfU8tq6LPIragEYmei/4/DmxNGJjfcrPTK0Wm6slFJKKdU3aECr1ABV4pp/9ctd+QCYpsmBgioARh1Do6XmAgNsnDw2mTEpkaQlhHO+a0zs4NhQggNt7CuobNz22v9bzx/e2cqePFkW18Wdhu9cNJ43b5wDuJtCFVfZtcOxUkoppVQfoYPElBqgilwBLUBdg4MLH/uGshrp8Ds4puWY1mMVGGBj+W2nNHk8OimSXUcrGpdtP1IOQHZxNQCxXZwpDQqwMXmIjMO1MrT7CyqZl5HY1tOUUkoppVQvoQGtUgNUiUdA+9zXB9mRW9742J/jVNsyblAUq/YVtlh+sLDKdRxdnykNCbQRYDOoqmugqLKO/Io6xqd2vgmWUkoppZTqPlpyrNQA5ZmhffTLvY33Y8KCCArono+GcalR5JXXUVJlb2zKBHCoSDK03TGW1TAMIoIDqKpraMwWjx+kAa1SSimlVF+gGVqlBihrvlWAeofJ9LQ4vjtUQkJk9zVESnc1fTpUXI29wT0nbGZRFaFBNkKDArrlOKJCg3h7w2GW7pTxxFZnZqWUUkop1btpQKvUAFVU6Q5or503AtNEAtpuKjcGSHRN3VNUWcfm7NLG5QUVdQzqgnG8rfn92eNYvqeA/Io65o1OJCEypNteWymllFJKdZ4GtEoNUMVVdqJCArlj0Xi+d9wQXl5zCIDgwO4biZDoygYXVdpZvreQKUNj2JJTBnR9QyhP500dzHlTB3fb6ymllFJKKf/QMbRKDVDF1XaSokO4/IThhAUHkOTKljqcZrcdQ6IrE7qvoJItOaWcMjaZiGApM47vhoZQSimllFKqb9OAVqkBqrCijniPLGi8q9S4G+NZQoMCiAwJ5INNRzBNWDAmiZgwCWS7M0OrlFJKKaX6Jg1olRqAVuwpYG1mMccNi21cZjVgCunGkmOAhMhgjpbXEh0ayNShMRiGAUB6YkS3HodSSimllOp7NKBVagD655I9jEgI5zcLxzYuO354LFfNSeOeCyd367FYZcfzMhIJDLBxuLQGgPkZSd16HEoppZRSqu/RgFapAWZrThmbs0u59sSRhAW7p8UJDLDx1wsmMSw+vFuPx2oMtaBZADtteKy3zZVSSimllGqkXY6VGmDe3XiY4AAbFx4/pKcPBaBxipwFYySgffdnc8krryUoQK+3KaWUUkqptmlAq9QA4nSafLItlwVjkogO7R1dhC+cNoTEyBAGx4YBMG14XA8fkVJKKaWU6is0oFVqANmYXUJuWS2/O2tcTx9Ko5kj4pk5Ir6nD0MppZRSSvVBWtOn1ADy0ZajBAfaOG18ck8filJKKaWUUsdMA1qlBgin0+TjrbmcNCaJqF5SbqyUUkoppdSx0IBWqQFiY3YJR8trWTR5UE8filJKKaWUUn6hAa1SA8THW7XcWCmllFJK9S8a0Co1QBwqqmJUUqSWGyullFJKqX5DA1qlBoi6Bichgfonr5RSSiml+g89u1VqgKh3OAkO0D95pZRSSinVf+jZrVIDhL3BSbBmaJVSSimlVD/i09mtYRgPGoaRaRiGaRjGpFa2CTAM4zHDMPYbhrHPMIwf+7LOY5uxhmFUG4bxYOd/HKVUa+wODWiVUkoppVT/Eujjdu8B/wZWtrHND4HRQAaQAGw0DGOpaZoH21mHYRgBwJOu11FKdQF7g5YcK6WUUkqp/sWns1vTNL82TTO7nc2+DzxtmqbTNM0CJDi91Id1AL8HFgN7OnT0SimfacmxUkoppZTqb3zN0PpiOHDI43EWMKy9dYZhTAXOBE4B7mpt54ZhxAKxzRYPPbZDVmrg0IBWKaWUUkr1N/4MaDvMMIwg4CngWtM0HYZhtLX5LcCfu+XAlOqHdAytUkoppZTqb/wZ0GYBacB612PPrGxr6wYBo4CPXcFsLGAYhhFtmuZPmu3/YeD5ZsuG0va4XqWUS52OoVVKKaWUUv2MPwPaN4EbDMN4B2n89D1gflvrTNPMAhKtHRiGcTcQaZrmb5vv3DTNUqDUc1k7GV2llId6zdAqpZRSSql+xtdpex4xDCMHyYguNQxju2v5x4ZhzHBt9hJwANgLrAH+appmpg/rlFLdQLscK6WUUkqp/sanDK1pmr8Efull+Tke9x3ATa08v9V1zba725fjUUp1TIPDidNEM7TKd6YJWgWjlFJKqV5Oz26VGgDsDiegAW2/c3QbVBf7d5+Oenjrerg/Hcpz/btvpZRSSik/07NbpQYAe4MroNWS4/6jrgKeOR2W3evf/e5bCtvegppi2PqGf/etlFJKKeVnenar1ADQGNBqhrb/2LsEGmoge51/97v7YwiOgkHHwdY3/btvpZRSSik/07NbpQaAuu7K0D4xH166qGtfQ4ldH8lt3jaor/XPPp1O2P0pZJwOaSdCsfbuU0q1wjThwDK5VUqpHqQBrVIDQLeMoXU64egW2P9F172GEg122Ps5RA0CZ4P83v3hyEaoyoex50B4HNgr/RcsK6X6l50fwIsXyDAFpfqaov3w/s1Qmt3TR6L8QANapQaA+u4IaIv2ue87nV33OgoOroC6cjj1j2DYJLj1h90fgxEAo0+H8ARZVuPnplNKqf5h29tym7WmZ4+jp9mr4PF5sMfjc9jpkIBJ9V5r/gsbX4KXtaqsP9CAVqkBoFuaQh3Z6L5fod1xu9SujyAoAiZdAiMXwNa3/FP2t/sTSJsL4fHugLa66Nj3q5Tq27a+Beuedj+uq3QHcDl+Hsff1+TtgLyt8Oql7mWr/g3/ne3/LvTq2Dkd8N3zsP4ZeVy4R/+f+gENaJUaALqkKVRtORz82v14z6fu+yU69rLLOJ2w62MZ5xoUCpMult+35wWFzig5CPnbYezZ8rgxoNUveqUGtJpSWHwrfPxb2LlYPoP2fiZN6VImw+ENEiQMVMUHmt43Tdj0KjjsULi3545LtVRxVMrkP/yVPJ52pdzmbeu5Y1J+oQGtUgNAlwS0H98Gzy+C0izIWgvb35GMIWgzoa50+DuoPArjzpXH488DW5C7/K+zrGxLi4BWM7RK9Suf3yUXxUCCr8/vkjmtW7P2SRniYNjg9R/Cd8/BtncgMhWOv0rG2lcVdM+x90aew22OboPcTVC0t+U61bPKc+GJeZDzLVzwX/jVZjjtz7Lu6NaePTZ1zDSgVaofcDhNPt6ai8Ppvey0zjWGNsifJcclB+U2ex18crs0KDr3IcCAMm2y0GV2LQZbIGQslMdhcZBxhkyx02Bvuq2v47g2vSYZl8hUiE+XZRrQDjymCQW7e/ooVFdyOmHN47DkLvn/rsyHbx6BV7/vffvachlrOPYcuPYTCAyDFQ/KuP2J34OYIbJd+ZHu+xl6m+L9EJEk9wv3wJY35SKjLdAd2Kqed/BrufBy5Vsw7YcQNwIikyEyBXI39/TRqWOkAa1S/cC7Gw/zs1c2sHRnntf1VoY2xJ8Z2ohEuX37erkifcZfITQGQqOhtsx/r6OEvQoqCySgHTEfwmLd62ZeD5V5sO2tps/59jl4dEbbQUpVEbx3o3QqTZngXh4WJ7fNS45NU8uQ+5OqIvf4661vwWMnSBVAV9v4CmSu6PrXUU3VFIOzXjKHmSukqzlIt3Rv1j8DtaWw4DYYPhsueFR6JDjsMPFCuZAJ3dc3wTRbXrjrSXUVkLsFUqdA9BAo2CXVMhkLIW6kZmh7E+si/ODjmy5PP0Wmq9OO/n2aBrRK9UEOp8kzKw9QXCVf7K+tywJgS06p1+27pOTYM3M3bBZMdjXECInRgLYrvHkNPDhaTpDGn9t03ajTIHkifPOfps2htr0NphO2vN76fq0TWoBkj4A2IEj+L5tnaHd+CPePhC//Bsv+AZ/dKSd1qu/J2w4PjILHZsGaJ2DTK7J85+Km2zka/Nu5vOQQfHAzvHaFe8qMov3wye+P7WKJowFWPiT7V955Bp7fPgcVrouggcEtt7VXwepHpev5EFcQMOliOO5KCeCGngDRg2V5d2Vov7oH/pYE9TXd83qtMU25APToTMnCTjgfEsdIpUzlUZhyKSRmaKfj3qT0oGRjg8ObLp/6fagrgz2fyGOnA77+F9SUdPshqs7TgFapPmjxliP87aOdPLx0D7uPVvDdoRLX8lx25pa32L5LuhxX5EpDkPP+DZf/DwxDlofGSJlaT8jfKScZdZU98/pdyXNqngkXNl1nGDD3F5C/Q+YB3vQarPynTKdh2GDLGxKQ7FwsDTE8gxPPsW8xQ5vuNzy+ZUBrzXm74gFYdo+c8H73/DH/eKoHZK4ETGku9unv4MBXsvzrh+DzP0qwY5rw5AJ4+7rOvUZ1MSz5swRHIPtbdi9gyMWWD26GDS/Ka6x9/NjmNF3xAHzxFxnzqbyzAtihJ0i1R+4meRwQ0nLbb5+Tv/8Ft7uXGQZ87zH4yXKw2aTU1gjwf4bWNOHZhXKhxdOK++W2NMu/r9dR3z0v1UmRKfDjL2D6NZAy0b1+zFmQMEoC2oHcMKu3cDqkt0fciJbrRp4klQabXRd+d34AS++WC7aqz9CAVqk+6K3vcgDIKanhtXVZBAfYmJ+RyKGiai57cnWL7f0+D61pyolR+knyRR4e717XkyXHL5wnJxmbX+uZ1+9KSePkdvgciEhouX7SxfKlvOoRKSH+4q+ACZMvkzHNWd/ICeyBZU27UHsGtKNObbrP8ISW89BWFUJoLPxiA9yZB8PnwrqnelcZoPJNzjopk/zpCglQ5v8Wzn0YhkyH1f+Ff0+FZ06X7tfb3/VeIlyaJRdOCveCvVoydY9Mg9WPyfpNr8Cqh+GewfD1w/K+3PwazLsFzvy7vB8/+AUkj5ftOxsYHfrGFewYclFHeWf9fk/5g5QZr3hQHgc0y9AWZ8LyB+Rkf/islvuxub5LbAEQlSoNdzzVlsmFhc6UcdbXyvsne61caLF4Zt57MgvvaJDKlPST4YYvYegMWT7/N3D81XDmvRAUBgkZ4KiDspyeO1YlXjgPDq2C2LSW62wBUmG2b4kM67HKxG0B3XuM6pgE9vQBKKU6psHhZO0BCTLWHChi/cFizpqUyhWzhrNybyEVtS3HQtn9HdDWlcuUDZEpLdeFxvRMU6iqIndwZo2V6U8q8yVoPf9R7+sDg2HWjbD0z02XT79ayoQ3/08yuCBZmYRRcr+qUG5v2+8eF20JT5DyOU/lRyB2uPv5838Nr1wCX/1dGkpNuKDp+F7Ve+Wsd5+MDz5O/gHMuFYySyseaHpxaO8SmffY0wvnuy+QRA2SsfTFB+CzOyB1ctMSYuu9OeM6OPUuyfbFj5SLY5Muhn+ktQyMfFFdDG/fINmXyZfB8vuklDl2WMf31d9VuP6e006UYDVzuTyur2663dcPgemA8//T/j6jBkGFR8mx0wmPniCfHTHDYNw5HTvGVQ+7svjIxTOL59RkpT0Y0FYcgfoqGUPsGfSEx8P5j7gfJ4yW26J9EOclkFLd59AquQ30UokAMPVyaY627W33+UPzizyqV9MMrVJ9zMGiauwOJ7NGxlNtd1BR28AVs4YzOz2B6+eNJDy45VVFv4+htcrWrIYgnkJ6KEObv919v6fL0fytwS6Z0sSxLcf/eJp+DQRHNl0WM0zGd21/193JMXeLe31VAWC4m0B5Co9vGpBUF8uXffQQ97KMM+Tq9qqH4cNfSgmp6b3btupFjmySv5MR872vTxgFFz4h5ZRXL4bB09zlqZaaEglmj78a5v1asn9W+XlkCnz6B+n6CtJUKGowTL0Czvmne4hC+skyhi0g0BUYdTCgNU1531UehYuflX0BbHy5Y/sZCA4sg6/+JvcDQ9xzcELL8YK5m+Vihy+BWMzQpp+5ZVnuC2GdaYq0/V25zVgoDamsY/PsGNyTFy2tnzV2eNvbJWbIbWcz1co/rPHWtiA48Rbv26RMkAtwm16Wz0ZoWZ2kejUNaJXqA0ynk5xP/0Vx9k725EkDnt+dPY6r56SxcEIKs0ZKyW90aBDVdkdjibFlf0EVUSGBRAb7qSjDOrHwlgHpqTG0ea7sY8rk/jdtUKV1ASG17e3CYmHmj5sui0iEKd+XuSItnlMUVBVKJtZbeVV4gnsMbW2ZdEwu3O1uBGO58EmZ12/8ea5scD8s+e5PNr4MT50k4yYnX9L2tkNnwMj5MOg4ed94Xqyw/ubGnw/zbpUTxkOrpNTy7Pshbxvs/lgCk1P/CLdshQsfd5erNheV2vGAdvNr8p477U/SuCg+XZoYbXihY/sZCLa+KbeG6299rEfmtLbMPdbT0QD5uyBlkm/7TRonJcpW4JC/y72uuINNkQr2SKfgsx9wf5bl75Tbwn1yMS1xTNMM7Zon4KPfQo33poh+ZzUy81a+6smaymfvZ7D+6a49JtU6q2HZ+Y9A4ujWtzvhpzIfbZ5rTmbt5t+naECrVC9nmibPPPckQ9fczbZnbuTJ5fsxDBifGs1fLpjEU1fNwHBlO6LDJGBtXnb83aFijk+Lw2Yz/HNQh76RcpxBx7VcFxotJcndnaXL2yYB2JDj3SccfZm92j3djlUm2F5AC3Jif6arXC8oQsZyjVwgwaYtSEoNPQOTqgL3iVdz4fFSimivlnGyVnDbfHtbgMzrd+kLMqb249u102xvU1UoY1gfnwfv/1z+Vub/2ntm3pvBx0nQ49m1Nc9VFZEyUf7uR50ij8NipfQ8bZ40frJKLwPauaDma4bW6ZAxu/U1Uto8bDbM+YV7/Yh5sh+rEZUSVsB3jauLdUikDGFIPwUw3ZU1RXtl7GfqZN/2mzxOnm9l4wtcAWjiWMnYb3rV92Pc+YHcjj8XBk2V75m3roP1z8qQiYTRkhn1zAgvu1cCxrVPeN+nv1mv3byJXnOGAZc8J/cPruraY1Ktsz5TvFWUeTr+R3D561LpMWy2djnuYzSgVaqX+3jrUSYcegmAoaF1bM4pY2RCBGFeSoujQ4MAqKitb1xWVl3PnrxKZo7w8cS1uaw1kgFpsmy1NI4JCm25fWiMnMTau7nTcP4OObGOHQbVhRKE9WUvfU/mBG2oc5fveRuz3JwtAJLGyn2reZQtAL7/MvypUMZ91RRLoxKnU65eNx87awl3Pb8sW5q0BLr+v739v1uvc6HrpPLdG7W7Z29RkQfPnCZjWINC4ZwH4Td74OTf+74Pa+zsviXuZQdXQli8+0LLoofkosmkS+Rk/qx75bGvgVH0ILl409bFsMp8+dt4dAZ8fpecdJ5yR9Osr3XBxbPhmZJALGMhpM11Lzv+RzJ+ENwn8I0XKnzN0LoaemWulPHTh7+T4MEqV37/502rQtqy8wMYOlOqQKJS4ZqPJID96NfSYT0xQzKj1gUzp9M9/rdwb+v79afSLIhMbX08pidrmqPste7u8vk74aPf+HcqLCWcDpnpwLNKzMrQeg6Vac3Ys6RqJTxBM7R9jAa0SvVyS3fmMTJATszSnVm8f9Ns/nPFNK/bRoVKBqS8RjK07286zCNfypf8tOGdDGifOxNevxL2fyVB4prH4fCG1sfehUTLbXeOo3U65SQheSLEuMY1eXby7WusDp8gWdpdH0mZYHtjtixWgBruJVC1suqr/g1PzIMjGyQT4o0V0C7/h5zsXvMRXPSMlGa1Ji4Nzrlfuipv/p9vx6u61rqnpGrhus/hx0vhhBvaz5Y2F58u8xTv+kge7/xQgo8Z17nHw8YOgzuPwuwb5fGgKXDrdil590XUIHDYWz+RPLxB3rPZ6yVQXv+0jBFv/lnUGNAWtdzHQFaa5f0zxMrSWxcAivYBhjuz3h6rQdznd0qH650fysXFwa7vqZBo+Pi29qt2Sg5K4Dv+fPeyYSfAdZ/Ble/A2EUw8SL5jKktle+Yyjx5z0D3NYoqyexYw7G0OXIR0WrK98qlsP4ZGWus/Gv/VzLTwX3D5Hu04qhHQNtOhtZTeJyOoe1jtMuxUr3c4ZIa4o0yCJPxjFPDC90ZuGaiwyRDW15bT229gzvf3UZlnQS3o5IivT7HZy99z31/3Llw4q+8bxcaI7e15RBzbC/ps5JMuUqfMgFGnAgYsOP9pvMCdpRpuk/Uu1NVkZRRWlb+E3a8J011PKdHaot1Qu8t85oyUeamXf+0lARe+JRkEbyxAtptb8u4xKEz3F1x2zL1cmkIdPhbKUVWPevAMqmo8Db9SkeMWyTvx4o8WPInCXBP/kPTbZoHylE+VBU0buvK9FbkSnWBacLiW6SJ2dn3S+Mx0ylTpXz4K5l26NQ/thyTa73vNUPrVlsuQWCMl0Bs8HFygWD7uzB8tgS0McNar8RoLiBIsv61ZZIFswXIfiJT4Lgr4ODXkqXd/D847vLW97PTVQo9/rymyw0DRp8m/8Cjm/0haHA1W4oa3D2NoqqL5WLj7Jt8f87oMwBDpk1LneSexqeqyPu8qKrzqvLlNiJZvkc/uxMwITgKQqJ830+YqyFiT50HqA7TDK1SvVxRSQmhZp3rSxF3Bz4vrJLj8pp6lu7MawxmQ4NspET7UB7liwW3w2Uvyfgrb0J7IENrXflOmSjjmtJPPrbsYNlhuG84fPucP46uY2pd49zOvEea9ux4TxpdLbjd931Ygai3DG1wOHzvCbjsRfjZGneHWW/CPALojry+YUjjloI9vj9HdY2dH8qFhfSTj31f4xZJQLn0biktPen2jmd62xLlajZmjRlf8YCMwTyyQbrz5u+UctmUCXDBY3Duv7xnf8O9BLTv/BS+utd/x9rXWI3yvGVoI5Nh0kWw4SUpFy7a5866+uqEG2DBbyVgnXKZvE5giARsU6+AITPkIkhb3wt7PpUy5/iRbb+WVcpcesg9nnXkfPn/ruvioS67Fsv8va1dBPQmKkXet9vfcy1wZaqtZn/Kf6zqjpvXw8/XwUm/kzHiJ93Wsf2Ex8s48ubTWbWnIk+7/PcQDWiV6sUaHE7qK1wnZWlzIDCs5dQZHjybQr230T0vYJDN1tg4qsMMj4+J2/bDqXe23qUU3EFQd2ZH8rYDhnss16hT5WSns10v87ZLY6vFt3Z/Y4g619ifuBGSibcFybjUwA7MiRcYIgFlaitj4KZ+X5r2tPX/CO7AeORJHc/uJY2Rjsiq59ir4I2r5X5H5wL1ZtBxkoHb4rpYNGJB29t3VGOG9ogE4l/9Hab8QKYEOrBMOuYmjZNtksY0LXf2ZGVoq11zLNur5JiX3+cuPxxo2htHeOpd8nt74QLpUtzRgLYtNhuc84B8Jyy7r/XtqgrbD2bB3V04dwtkr5P7Vtl5V5cdZ6+VCybeGiK2ZcIF0izr8HfuZRrQ+l9NiZyzhETL9+cpf4Cr3mu9oqw1Eclye3Sb788pzoR/TYB9Szv2WsovNKBVqhfLLaslznQFZVGDpLlKWxlaV8lxVnE1y/fkMz1NxkbZHZ1sPmGaYHNlYFInt948yJOVAejOuWDztsuJkDVHa3y63BYf6Nz+ynM89r3j2I6to+pkWiZCouGMv8Clz7cemLbl5+tg9s+O7VgiEqWk9JwHOv7cxLFyAtsXG2s02GWM24FlTZcf3SZlmY56r0/rdfK2g+mQ99Bg7+PuO8Qw3FnamGHupmP+YgW0BbulqdiQ6XDev5tmw1oZbtFEcIR0+K5yBbRHNrrXbXvHf8fblzR2KG/lMzx2GFz7iWQTG2p8Hz/rqyHHS+Z2w4utZ7DqqyGojXm2LWFxEBIDK+6HdU9K34Qhx8s6z//rrlBySIL9jl4gtsYFf3WPe1llvvv+4l/DY7NkBgHVeTXF8v5o72Jte8afKyXzn9zue3PDQ99I9r4sp/1tld9pQKtUL5VdXM38+78iwXBl7CISZazT0S2tdkeMDA7EMOB/67Ood5jcdqac/M0c4ePYy+bqq6Xhxqyb4NpPfXtOWJwEY93VoAPcHY4txxzQemRxrCkouovVnTEkSjLN48/t3H4M49jH/hiGdML1JYhoznpOXgeucPeUgj2w7B/w3s9kbOYTJ0oX0iV/kvUHlsN/58jyN6+RrGdPlpV9fpeMa26P1Vl2iA/jnn01zvV+bK2R2LEIDJGqgM2vSZf0M++RcZyeF3SsDG17IhIlMF7yZ3h+kXt5R+dF7S+sgDa8jYsQMUPgmo9h2o9gzFn+P4Yh0+X/1brQ0JyvAa1hwPceg7Pugx+9BzeukPHcUYOlbLkrFWdCnA9Z5OaiB8lUMJ7ZOytDa5ryni/YBe/dBPW1be/L6ZT3dXeMGe4L6mvcn8fVxU2HynRWaIx8/uRukimjfJGzXm51urAeoQGtUr3Ui6sPAngEtElS5mSvdHWhbMlmM4gMCaSw0s7o5EhmjYznzRvn8NgVx3fuIKyS3eRxrY+Zbc4wmk6r0NXs1TI3ZrJnQOs64WgroLVXwQe/gEovpdFlh+XkKDjKPRdsd7EytNZY5L4qba6MAd71Ue+fnuL1K2HZPbDpFRmz6bDLmPWj2+T9tfx+OVE650EZS7z7I8hc0TPH6miAbx6RuTnbc3SLXGBqb77MjkibK6X9GQv9t09PUYMk+AqJbhqI37QaZlwvmX9fRCTKFEPfPCLZ5LR5ElB5+xFEuTYAACAASURBVExosPf/cW9VhVJtE9pOp76oFLjgUd9KfzvKaoDUWgf6+hrfAlqQxlGzb5K5j8Pi5Htn7Fmw78uuGybSUAflhzv/u5noaqyYOFb+hqyAtjRLgvmMhRKkHviq7f3k75AGaW/f0Lnj6E/Kj8B9afDWtXK+UlPse/PE9ky6WMbffvn/3OP625LzrdxqQNsjNKBVqheqsTt449sczpyYwm3zXB/O4a4MLbQ5jvbsSVK2d/7UwRiGwcwR8cSEB7Xc0OmET37v/hD2eiCuE4OwDk75E5fWfRnaor2ACcnj3cuCwmSsWFEb2ZjNr0n528p/tlxXniNBQNJYaUTTnTxLjvsyK8O89gl49dKePpq2eZ6AzLkZfrYWZl4v5br/GAGHvoaMM6Txzfxfy8WlF893T2HTnTz/ruprYNfHsPEV+O4F93sHpDnO3iUw+Hj/dukMCIKfr4HpV/tvn833DxKoeDacSpkA5z7kexOqE34ilSU3fwu3boNrP5LKjeYBrdMBz5wq05P1xfJ4X1UXSXa2Jzu2Nga0B1uuM01Xhjas8/uffq2USy+9u/Vt6irhqZPhy793/CJGaRZgdr4zsVV2POJEacRVsBv2fQG7P5Hl06+R2/LDbe+noU5uremKBrKi/dK8afu78OR8udDojwwtyN/Kon/K5+qGl9retq4S8l3zN9u7uDGZ8koDWqV6oQ82H6aspp5rTxxJslEhV62Dw+XKbmBYm+No77toCs9ePYOfnpTe9ovs/QzWPi7Tq7TG6rgbGtuxHyA2Tb78uyPrUZ4rt82no0geL3Ohtjb+xTr5twW0XFd2WMrvksdJGVhXqSqEzJXNjsvVBbQjUwz0VlYjjn1Le1+wcGSTu4u150n0pIulzHXoTHnscJ08Jo5xb/sjV7fSXR93z7F68qzOePo0+N/l8P7P4MNfwjOnS0YZpENwRa50Iu5Lpv1Ipog6+/5j28/UH8DZ9zVtbhQ3Usa3NXgEAjs/hKNbpbnQ8+dKl9L+yApoe5LVX8FbQNtQJ2Ozg33M0HozaIr0DfjueTi02vs2+TtlnO2K+zs+HCLLtc/OlByDfKdc/j+Zgi11slyMffki+PR30vwv/WRpaNReNtAKmAK8XKgeaKzGb+c94g70O3oBvi0JoyQjf3RL29sd2SjvX9CAtodoQKtUL2OaJi+uPsTYlChmjYyHyqPuZikBgTKezLNTYjM2m8Fp41MICfQSqHla/4xrn218KXY2Q5swSq62d8cYH2veucikpsunXSlB9d4l3p9nnfgHeplrsSJXMrxJ46SxUVWR/47X08OT4YVz3V/EIIF2QIiMJ+zr0ubA9a7ff3tldN1tzX+li/XeJe6gFdzNcCIS4erF7uWJGe77qZMk+3x0i5S8PbkAVv+3a483bwcU7oVCj6mQ8rdLFvJXm+H7L8vFl09ul2B99WNw3A9lPtC+ZOb1cOXb7s88f4pPl5NOq+TVNKV0Mz5dXrPkoAQY/bH8uLq45wPaoLDW54u1pkfxteS4NafcIU2iPvyVRyazQRqkbXoVNr/q3rYjw0n2LpFx9YOOO7YGa2PPhujBsPBvcMtWacR10dNwxevSzCwiuWVAW13c9IKg9b1s8+OUWX2VNR577NlwfBdVjaRMav/ihzV+NjRWS457iAa0SvWA3LKaVtdtyCpl+5Fyrpo1BGP5P6SxS9Qg9wYZCyF7TdM5PutdZVYdmYMvz1UeU9zKeCZwj6EN62CGNu1EuT3oyj5mr/Ne2usP1jgkq82+Zdy58ntb91Tbz2v+5eNokJOrkGj3NEBdkaXd85n7JK402728rqJ/ZGctQ6bLl/y+L3r6SJqyytEX3+rO8kemNB27PHK++36CR0ALcpJTsAv+7xz5G81Z13XHWlMCT50Ej7rm8gyLh+89DpMvlaZdcSNkTOHoM2DjS7JtQBCc/peuO6a+aPhsyYBtdJUPHlwpmZUTfwWjT4P5t8qJa0fnnuwLqgt7PqAFGcZxeEPL5fWu78RjKTkGCQoX/VOmDFv1b/k8f2QaPD5XGi55zi1euNe3fWaugP/9UC5w/ujdjk2h1hrDkIx12lzp/jz6NFkeldoyoL1/pPyzaEDrVlUAGPKZmHGGLLMqy/wldbKcJ7V1fpXzrVwMjRmqAW0P0YBWqW62bHc+c+79ki92Ni1tq6itp8bu4MXVB4kKCeSilHxYdq+UGHoGtNOvhYBg2Piie9nGl+Hrf0kDFF/U10gWMihc5ny0Out6Mk3pGGkL6viJUNJYCTCtxjnPngFf/NX39vcdUZkvjU6CmmVaA4Lkd7X/C+9jaa1xStXNsq/1ri+j4AgpOQb/BLQNdvj2/+RCRHWxNKSyPDpd1oH8X/T1hlCebAGSzdy3tHc1hyo+INmWsmxw1kuJ8ZybW2531QeQcWbLcXOpU2QMW3UxRA9t+T7yp31fyGstuA2mXi7jeI+7Ai5+punFph+8Auc/Ks3Mzrq3ZdXCQBc/UkrK1z8nVRfb3pbf1ZQfyHrrolhvK4/3h95QcgxSVluw030RydKYoY049tcYsxAmXiRl95nLoCwLTrwFTvqde5vYNFf/BR9886iMm7/qff81HGpN1CAJaBvqJPj21hHaCtg0oJWANjxeqteGzoTT75buxP6UMgkwZWiCN6YpGdqhM+W8QUuOe4QGtEp1sy05Mkby+he+5Yqn1wBSZnz502sY/6dPeX/TES6ZMZSwIo8Sl2iPgDYySaYo8GxWZAWKbU3UXprlnlPVmiPW6lS6z1UWWlchpZOHVsOax2HXYjjtLvmQ7gjDkOxW5sqm5XutTddwLCrzJLPmzfRrJCB/7ixY+2TTdWWugPbgyqZTKVilyMHhUnYcHOWfgPa9m2DxLZIpeOMqOWn+4Vvu9YtvkWxCf8vQgoyJrMzrPVP41JRIN8xJF0vnXID5v4UTf9ly2/ST4IdvtGxGNPo0mHghXPWeTGHTlUHQzg+kKdzJf4Dv/Rfm/sL7doEhcPyP4HcH3Q1mVFPzfyvB0+pHYfen8v9oXQyzgpWaPh7QHljedL5dp0Pe870hoB11qtw2n+O5MaA9xgyt5fgfyUWgTa/J4xnXNp3POHFM0wxtfW3Tpmqeig/IPLddHcyCZGjLsmQ89+Jbvc+bbGVozS64QNzXVBXIxQaQ8455t/q/Q/fw2YAhnxnZ61uuL82SoU9DZ8i5Ukcq5bpaX5kz3Q80oFWqm9U1uL+EvtkvWZ0dueVsOyxZ0ilDY7juxJHuOSShaYYWZMyXZ9bRumLrLdNq+exO+L+zZRtrDNPxP5JGU29dL/PabX8XPvsD/N9ZsOQuKdud6+Uk3xcj5sv4X8+Thorc1rdvz+bX4e4Yd8BpqcxvPaCNSoExZ8qXzSe3y+/s7R/Ds2e6r85X5MLLHic6VrlQcKR8Qfqj03FdBWx7S7pcBgRJEH3y7yXQ8/TODZI57usdjpuzyuk8Lxz0JKvTbcIoOOMvUpqbflLH9hEeD5c+7z7RtS7WrH5Mug77y/b3YMf7MO2H3huYeeNrJ+CBKHkcTDgfvn5IPp/GnuNeZwV8fT1D+/b1Mo3JTtcY8APLZOxwyoQePSxAsl2hsdKwz5O/So4t0UPk1roYFJvmbuw2fI6r4d9ud/Dx6e/g5Uta7sfplM7ine1s3FFRg6C2zD0kqNrjIrB1cdgaCqSlrfK5G9HFlSjh8fL/v2sxPHt6y/XW+NmhM+W8wdv/y6bXWs/wdpXMFXDfcJl+bgDQgFapbpZd3HT8rGmavLfxMIE2g413ncEHN89jWHx4+wFtSabMRWnNjQetz+8HkiGrLZVMpRXQpk6FnyyTKThWPewugw1PlK7BFzzW+WkeRi6Q24Me83W2lUFuz9I/y235EfliP7pVTjzzdrT9hXbmPTB8rtx/90bY+qaUak28UDLdzVklx1ZzEuvEp6Ps1TItUHmu+/lTL5fgadLFUgLn+bs96XfyhZm3rf8FtFGpMg6p1wS0rr+T+HTJhs+75dhOpCMSpaSzYDd8dod0He5MeX3JQZl+p6pQuvFmroBPfidNaE69q/PHp5pacJvcGjb5HLCE9ZMMbbBrzvCld0tAtuFF+dk8g/eeYrPJiX/z6eL81RTKEj1Ybh12GcdvGPLvN7ulMmbcudIMzpp6q2i/9wuXFbmyj66Yl9ebjDMki/3jJRL4V+a711kZZCtD25sygT2lqkA+f7ua5wXPmmZjdI9ukWFgyRO8B7QNdnjvRnhiXtcfp6eSg/J3ZZ079XMa0CrVzbKKm2YYy2rq+WDzEU4em0xchKvZRENd0y/X5mMq411T8mx7W06irfFIhfta79BpZR1W/wey18oHb0SilNae928ZTwjS0fjm9fDTFR1vBtX8GKOHuMfRgm+Tk7fG6lhZVSBzyD4xT+YTrCtr+wstLk3KQoPCpXHPoONkTsqLn2ka0Fq/N8+SY3B1Os7vWNYma6008PngF/D8ObD/S1mePA5m/QQuec6dRTvtT3KCfcodcNNqOcEet8j31+orRp8OWWtg8/96+khc1Q1G56ffaC48QcbhrnzIvezQqo7to7ZcuiV/+Et4YBT8ayK8cJ4EV2c/oFN0+FPqZLjsJfjFd00b/FglpV2Zoc3bIRn3rlRbJsFQ0V7Y8roEbVMv7z2d04fOlO+32jL3suafu8cqJEqmuIOmc5RHpUJIJAybJU2Ztr4hy6sK5bukedmxdZG4uzK0Q46XxlMpE+VzxbMjtHWhxarIGuhjNctzZehQaxVa/rTwb+4me0c2Nl1XtF/OdwKCvI+h9exM352sqod9S2F/L5tloAtoQKtUN8tuFtB+uPkIeeV1XDhtiHth/k45QZ56uTxOmdR0J3Fp7vsOu7uU117R+lQ51UUw9AQ5idj2Now6pWmG0PrCjhosJ3bH2pjIMCRLe/BrMFylkseSobUC2so8CWhBSsFApidpS2AInHKn3J98qXu5Zwm0tX/PkmNovdPxN/+Bz1vJmn3jmhPv3IehsgC++rucXMWOaLnt/N/AqX+U+4mjpYx1Wjs/T18043qZ7ubdn7YcP9fdig/IxZbmjcQ6yypV3f0JDJstjW28jX1rjdMhJ9a1ZTL/6oLb4dx/yXy3t2yFYTP9c5zKbcL57guDFmt6MisD1hW+fgjeuNo99dp3L0i/An9xNEjgM+M6mf7rszvku+T4q/z3GscqbQ5gSudgqxyyseTYTwEtQINrn54BrcUw5Ltg/1fyGW01dSs/0nQ7a3hCdwW0nsLjm1ZdWceoGdr/z959x8lVV/8ff93tvWVretv0AKGE0HtvESmigFJULKB+VRT9WfkqX+xf/YoFkaaAIEWkF2kBAiGUkJDe22ZbttfZub8/zty9s31ms9mW9/Px2MedeududjM7557zOcc8/z2rsjjsqv3/WonpVskGsP45OwHe2gi/P9Iqq7xxbwmp9v9vxYP+c73y8cHm/Z9KK7Tu+MOpKeN+oIBWZBCV1jRRUd/CjWfO5I+XHwrAHUs2k5YYxymzw8bOeOXGJ9wIP6zuOpOx8CD/cku9/RGeeJRd3/5W1xcOttlZ3aknWKkVwOwLOj6mPaAdwLOdk4+zP8Je84r+ZGhf/Xlo/EIo4Nz9vjWb8iz6Iow9pO/9HP1l+NIye7wnfA2rd1a1c8lx3kzbhpcdv/JzeO7/WeDa3dijvVuszO3wq+Dyf1qAUzDHyu0OVFkT4KpnLCsSnskMNA/+H9rKTQNbQugFtM3VdhJn5pm2dq8t0PvzXv2FVRr8dKzNuMyaCAs/Byd/1wKSaSftn3ms0r3YeCv335cM7caX4A/Hdsw+gl8BUr0DcK3hT7DNMvLPfLv/r9eZt+Yyc5w1qWmstGyk17F9OJh8nI3W2bMS/nSczYcd6KZQ4fJ6+N7nX2J/m1Y+HBbQ7uz4mFWPWQYwc+LAH1dfknM6nqBuqLTfmeoddr2ldnTOTI5U+Xo7OTJYv9vJ2dYHY+lttk599b/9E91jptk2MXQi/JHP+n/Xwpsh9tR4bH/wAtrTfmRl0R89NnivPQQO4E9XIoPv2Y8sQ3nq7AKm5Nob35aKBs6aV0hSfFjDl90fQGJmzyWRSRnw2VAJSWOlfU072T6MbVva9fFN1dYUJGUMnPZjOPiTMKvTeqr9cQY6fI4nRB/QttTDq7+El/8HgqHgYPldQNgf8WgaQuTN6BhUHvNVOP0ndtn7Q9O59M0LKJbeBrcdDf/6Mrz03zDzHMDpWkLrurA3rInIxEXw2f/Y3NADXUIKzDjT1s+1BawD4/8dYSctBlPlRv8DyEAI7x47/ggbGdJQ0XH9eOduk22t8Mqt9u9wxLVWQXDBbf1fsy4DIzm7/yOYXBfuXQx7PvTXi7e1wt8vgb9fZB9wq3dYT4TdH9h7yr6q2WWNyLwPz96ay9R8/yTncMrOgv2OH3EtXP+uNWpafvfAr6EN5zWD6ix/FhTMh2W3+yddwzO0e7fY2Lcjrh2aRmuduyo3VNoM38a9VjbvBv2gZbQLtPhVDZ6GCuv3MZguvsv6Gax6DB75nH97xnjbhp9f8E6OhB93dyfA95dAo1VpzL/EPk9uWTJ4rz0EFNCKDKJnV5YwNTeV4vw08tL99Uwdyo3BPuwUHdT7h1tvlI7X7ThjnGUFd3UztN7LOCTn2Af5j/2h6ygerytkoCWK76gPWRM7BspeibB3TH39MV7/vL0pt4aVaTfutSY53geftPzunxuJmBg7RvAztN7WKzmOjbc5t+XroHQVvHevNXW65B6YsLBro6PGvXbmPLwsPH+Wn+k90E1cZFnwPR/anOOqrV3XJO1PjVX2Qahzuem+8BrQOLEw6WjL/Cek+2XHm16BW8bDumf955StDc2W/Qac8ROrxuh8AkgGX8qY/jeFCp8D/s+rYf0L8MxNsP5Ze5/44D4LmA75lJ2AfD6sWUt/ApP6cvjVbCsr3hPqoFrvBbR5tmTl4E/aCZbhKCXHRsftXO6fRBjIgPbq52wuaW/rcg+62Ga9e8ID2rLQ2sepJw3cMUWj85iljS/CK/9jZbZzQhVWb/1x8I9rKLz6c7j95I5/K+rLB6chVLiYWHvPvupp++zg/R0pOti2zWGTJio3Qu0e2PpG6AQ4+z4xIRqtjVbxEBNjJ/OHai3vIFFAKzJI9ta38OamCs6cV4jjOGQlxxMb41CQkciRU8P+cLUFrETFe4PsifeHvz2gLbIys7qyro/1PqD1NofQC+zGHRrZNxQpr9tx0SF2rF4m4WdT4J4Len4eWIlMyhjLPMcm+F1I51/iB7L72hDCKxHyMrTdZQq8s8BZEy2r8PE77Iz95GNh5zvw03GWlYXBbyIy0kxYZNttb8G799rl3rpzD7TS0CzmnsoQ+yNjLFz3Oty0w36f4pOsAmL1v+0E0Y5lEGiytZPbQksCSlbYNnz5gAy9jLE99yHozfK7bZ3a3Avt/Qng7x+37N9RX7bft5dvtUxg5ng4+xfWbd0TTfXKznet+/Xvj/Rv82aMe+//afm2Jv9jfxi4Rkv7w+TjbI2vV6UxkI2rJh5pc0l7M/v8jte9cl6wsU4wsMtwouGt6fas+Ictt1n0RX/ywYs/gvp+VhSMJN77pddQraXeTnYPdkDrmXgkfOUD+PJy+OYmuw72+3bc1+1yxQZbeoJrTR8zJ1jH8f3t6W/b+nQvoAUbz9ifaQ0jiAJakUHywuo9tAVdzpxnJawxMQ5HTR3DVcdMITYmLBNbvs4+/Pb1Qbc9Qxuap5oxzoK/hoqu62q8s98pnf5AhsufZWXMp3w/iu8qAsWnA46tBww0Qs0Of15u5/W+TdWWlQUr/V33rJ2J/vI78K2ttibMibEMaWoooN3XGXQJ6bb1Gmy0dFpDC/6JgJypluH2MueTQ234W+qsIRD4gW1WWIZWfJnjrEnFuqdhw/NWErV3S+RrwfozDiecV/41doBP3BTO6xg4zL3Q1q1vfsVO5KSMsWDpvkts7VfJh9YobCBLn2XfjT/cPohGGiS4Lrx9OzzxVZh+GnzsT7Y+9KI77f5pp9gyj3kXQfU2uy1zgv3cT/6uv5/w8Sw9qdwEa5+xTNU7d9r6wWtftP9DpaHGM14Qtr9ncw6UycfApGP864Ndch9+4jEmvmOG1mtimLoPVUD7Irzk+PKH4Zrn4abtVtERfiJ36+guJQX8Ew3L74Zd7/tzvwe75Dic41j2MzUsUZCSYyXJ8Sn2vr/qUWssWTjPSte3LunfCbNobHnNTnyEB7R5M6x6Y382vBtiCmhFBsjjH+xi8refpLSmqf22217ewMV/fIObHlnBHUs2My4rmfnjMtvv/9u1R3LdCZ0+0HpnIiPN0JaHAtr0IvvQ3NbsB2Wla2zNRkMEGVqw7OxAjweZdS58dYXfgKl8fc+lL4983taa1eyyYKe1wQLa9AILFg7+hM1rTS8Iy9Du44cNL0Pb4q2hrbd/2/C1tt5Z4M7Z4AmL/HFH3piWNU9YRlmBSs+KDrZOx24QjrjGTuBEkqHavQJ+nNNxFFS0di63Bi9p+/kD/7STbN3SykcsQMqfA1c8Ymsql/7BsmyF862ETYYPr4Kgu+Z63dn2Jjz1DSshvuQeGwOUlAHzLoQvvAGf+Lv9jOd/3H9OZmh5xzFfgetCwYgXiAaD/smd1U9Ys7B377VuwL9dAPdfCrhw/Ttw6d8sAM+f5XdSXfu0rRlNTN+nf4ZBk5AKVz1l68cXfWnwXz88gM6b1TGgrd1j448Gqht6tLx1mQBTT7YlLl4Ge9opdqI3PrVjk8TRqLXJSnXnXGC/L3eebdlqGLoMbW8cx/4PbnzJyo29WdfeLFuv6WddqVXxDCTXtRNfzdW2hjcuLEML/ufFUWgIVrmLjE5/XWJlk1sqGsjPsD+Aj7+/izUltSzbYmfFrj5mCk5fZ6B3f2BvQrnFvT8uLtGylU1Vtt4zKcMvyW2stGDhrrPtQ/O4w+z2vgLa/cFxrFQ3NjTvccMLHdeTBoN+8OgFus21VlqUMgYmhQ0jnxf2odDLQOxzhtYrOfa6HDd0Xcfl/bt1Dp4TUuDzr8BjX4L3/w63TrEzoEd9af906xwtig62dYWTjrEPZktvs7PWGUW9P8/Lgr/0U7+UPRp7t9iHv8nH9PnQfRaXaEHttjesImHOBZYNmnSUzSWu3W2jjGR4GbvA3qve/pONUlr8B/u/vPYZWPGAZV6dThU1YLO8O5f2Fsz1L+dMtWzqxpf8D5dg1QoAD15pJ8zqy+395qK/wpJf25KGzpKyLMvryZ9rv1Nlay0QP+3HI6+52FCOKjv/d1bCPW4BfPS4f3vdnsGZcdqT6afCaTfb38POHfJjYuwzwsRFlpEbzfasslL9eRfBmbdalctLoWaOQ5mh7c2ko/2mb3MX2zZvtvVZKPnQ/h789QwLPr++buDK2mt3+8um9qzyG6J5f1vru1mSNkooQysyQBparAtvMKx0sqaxlQsXjOP8g61pzBlzI3jT2v1BZJkbx7Gzs+Cvp/ECr4YKeP03tt35nnUGLj5jaM/apxXAlBPsTf7Jb/i3h7/Betnh+jIrN559Xs/dJecutrVE+5pRbs/QhpUcd26Y5QXjPQXPx/0XHHODBdyHX22ZF+mZN2ZpwRV+yV8kZVhe45vtb9lZ+2jUlsBd51m37GO+Gt1z+ytrIlRtsxNM3pzCycfamuFAk+bLDkfxSXaiZdPLVi647lnLetx/qV1/9x6oDhvtUrPLTixGEviMPxxO+GbH4CT8JOOMM+29o74U1j5lH3YP+4yt01v4ef9xSRkdA9aCuZbhff23ti7Xm18ukTn0Svjubpsq0FTlVzjV7Rm69bNgvyfH3NCxNL2zKcfZ6Jg1T8E/Lu97VNhItPt92449xAKzy8NmfKcOwUn6SHgnXPPn+ifw45MswNzyOrz1Z3/G8Y63B+51vZ4qYA2qvBPr3nrsfRlJNswpQysyQOqbbW1fbVMosA26lNY2U5CZxA0nF3P2/EIWTsnpbReWrdy9wkprI5GQYqWyGZ0C2pIPbZRDXLKVngAs+kK039LAchy44jFY+6SNKylZCbhQvd3/0BATCk53vWcBZnh2trOpJ9rXvmpfQxtWctw5oPVGOsT1kHUdM82yIhKZGWfa+IPZ51unX7C11b1xXdi+LHQ5aPM2M8f3/hxPU42VsjdUwFVPWhZuMGSOt2MFP6AtPgNe+KFdHr9wcI5DojPtZNgUGou28mGboez59w2QPtZ+j3KmWllfWkH/T6zFxMDxN9q4pxmn220bnreTNt6JkNzpcPbPYP7FcMepXU/mFMyx7ft/h1nn7PsyjAOV1+m/ZpdlP+v22M9lOJscCpweCJ3EqNnZscP+aLD7fQvIvKqE8OUiwzlDm5DW9bNc0UFWLr3tDVv6Ur3NmgbOPm9gXrfzcq7OAa3W0IpIX+qaLZCtbbJ5k+X1zQSCLkWZSSQnxHLmvKK+y40rNliA2tf6WY9XGuv9IfaaSDz5DfsgHd7gadIglFn2JSbG3rivW+KvHaveHnZ/KCvtrQeLNGDZF7FxocC/l4DWa0Sk9Y4DIybW1hXFxNof3JQxHbuLdmfPSstCTT/NrnuZ/fL1lp3oSaAFHrzCusBecs/gBbPg/78EP6AtmANffAs++ZC/llKGl/kX289r0jGw/rmu8xsDjXD3+dYArnpnx59zf5z8XT+YBStJ9pqXhY+X8kqYT/5/HZ9fMC90wYUFl+/bsRzIvPFbNTvtBFrtEJccR6LoYP+kLIzOubS7P7DvM/zz08fvsJLs4bpWPCkTvrLCOpyHO/EmOP//4Ib3rLfIuMNhx/Lu9xGttoA1qMue7L8nxYXWfyekWfWGAloR6Ut9e0Br2z3VzQAUZETRUOLFH1nHykjnUSb0UHLc1gwLP+c3YgJrVjKceFmP8EDGy3KUrLTtYH3gT0zzS45rdnUtLT7iGlv7Unx61+fKvssc37GMszsrH7afweFX2XWvtwAYvAAAIABJREFUC+2dZ1l2omZ398975ltWPnr+76D41O4fs794v79ObNe5xDP0uzRsZRTB9cvhlB9YafjSP9ryjjNvtWDyyn9ZOd+DV9r7hRcIDZTwHgM5Yc3lElLgh9Vw2Kc7Pj4t3zJVaQX+CR+Jnvf/de8W+/kGGod/QBsbZ9lAj3didrRwXVsb3n7SJmT+Rdb5eTivFU8d03Xtc84UOPQKO1HlOPY5yOumva/evRvKVtu66/TQ2nwv6eE4lqU90ANax3F+4TjOZsdxXMdx5vXwmFjHcX7vOM5Gx3E2OI5zbYT3fc9xnFWO46xwHGe54zhn7Pu3JTK4WtuCBIK2dtbL0JaEuh0XRhrQttRbh9xF10U+w7Q9Qxv6QJXkd1Bm0RftzROsM/Bwk5Rp3YCrwjO0oVUQe1YCjh+o72/ZU2DNk5btq1hva5jDjV0AP6jsWHooAydjfO8ZWte1gHbqif782IZyy0Z4mdru5vvVltjtR3x2aJrOeF1KsycPfPdw2f/GH2E/w9pdVva76Do4/puWLTrqy1YKWb523zO0nYUHtJH+LTjx23DmLT33HJC+ZU22vzkbXvDHKHmBwXAWfgK8uWbf9rV9mTXdG0rBNnjia5aZbai0k0qDUa01FBIz9v1nBtBYZY2yJh1rVXDeqKnwDt0KaAF4DDge2NrLYz4FTAeKgaOAHzqOMzmC+94GjnBd9yDgauAfjuOoPaiMKGW1ze2XvQxtSbWV/hRmRhjQNlbZNntK5C/sddX0Ar/wktjMcfYh+vt7rcxlOMqc0DGQCXhrw1z7IDFYQcD5v7Pg6K5zrVQ70pJvGRiZ46zMryc73rHmSvMv8qsQ6ss7jqvY/ErX571/nzWBGqr146m5VnHRV8dyGZ5iYmBeaOSG1y3UE54xGugP28VnwOn/Dde8EPnImIWf7dgFXqIXE2NrkNe/4DepGwnrkcMrh/Y1Q3vHqdbjoq113/azL3a/D+/8FV66xU4mweCd3B5siekDk1V/7ZcW/J/5U8vGer+34RMbFNCC67pLXNfd3sfDLgVud1036LpuGRYEX9zXfa7rPuu6bqjHNCsAB+jStsxxnCzHcSaHfwGj9JSNjDSlYQFtTVOAptY27n5zK0WZSeSmJUa2k6ZQQJucFfkLe12Ow8edXPU0fPVD/3pMzPAty8kcb00RPN7oHBj4rEdv8mfBhbf7syALDxq81xb7PWiugabqjrc3VcNfTguV4ifYh82kTGse1lAO6562/wPzPm7zlsMF22wdYu6MoZsJ7Di2pnHuhUPz+rLvvCCxc0BbGBbQTj1xYF8zPgmOvl5dsIfCrHOt1Pj9++x62gjI0ObNhC+FOuUOVMmxd4J9KGx9w7brn4Xtoe9roMv6h4ukTBuzs68nENY9Yyc2vJPxXql8eFJglAe0A1mbMpGOGdxtwIQI7gt3JbDRdd3uas++CvxgAI5TZMBV1IVnaFv55XNr2VBax91XLyQ2JsJg0vswH1423JeETk2hoON6muEuc3zHlvUt4QHtIP8Bm3W2ZUXWPjN6y5uGq6zQ+tI9H9nMZG+99/Zl/u/HrHP9/xspY6zUeONLNus1b7aVJO98F179ua3Brtlh2faZ5wz+9xPu3F8N7evLvik6xGbRTu+0/jp8Dmz4vFkZ2SYfa3N+V//bro+EDC34xxn+N7QvzXXw2Bdg8nG2rjMurBqgsbJjN+HBtOV162PRUAGvhd4/R22GNsO2zbV+U0/Xtcq1aJY41ey2me4eb1/hTcKSs+1v7Cg1bBZbOI5zAnAz0FNHg98Ad3W6bTwwyidKy0hQHgpoc9MS+M+aUhpb2/jUkRM5YUYUfxC8M6JJUWRoE1Kt4UxP81GHu6wJdsawuS7UmKnev29yLyN79pejr7cvGVxeQHDnmTDhSLjmOVj6B3g2bP5ieDllai5sesXKlE+8yR9NcOdZEJdowcfqEhsJlDt98L4PGX0cBw75ZPe3n/Uz+6A9XCtgJHqx8TDzLPjgfqsK8cadDHedx89FYs9KWP24fb36Mxuj5vHmldbuseA2f/bAHWtfdn9gwVlTlWUecUbGWub+8Lo0N9dYEOq68M+rbOb1Jx+KrHlgc23H8Y0d9hv2+zDKM7QD2eV4GxA+/GoisD2C+3Ac5yjgb8Bi13XXdrdz13WrXNfdEv4F9DHnQWRwlNfZLM3JY1JpaGljfHYy3zk7yj8AXoY2mpLjmefY+sCROk7Gy3JUbbM38vCzywdfNjTHJIMvfDTJ9rds+8y3/fm/h33GPmR6UnP9cU/Fp/vPDzTBGbfARX/1SwXHKKCV/eTIz8Oc8/t+nIwss861bVrByDlZERtn6yU7Nxj634PhnTu7f44X3Jz5P1aq+s4dXe974JNw2yILbAdDa6Otmx0zDQ6/xm5LzRu9TfWSQhnaptDPraHSglmApbdFto/a0FKp9L4C2hwLfIdyffR+NJAB7UPAZx3HiXEcJw9YDPyzr/scxzkC+Adwkeu67w7g8YgMmrLaZtIS49pn0V519BRSE6MsgGjqR4Z2xulwxk+ie53hxAs2KjbYOhI3CId8Cj7zlP9GL6Nf5xMyXodRz3n/62dhwf/AGZsA6QV+QBuX5J8ISc21rcrHRSQa00622eTDfWRPZ50bDDVVW3OrJ77a/eO9qrAZZ9oInC++ZaOqwLKyEJo4ALzx2/1yyGx4ER6/3maogt+MK3sKTD8FMieO7nnd4Rla8Jsj5s6ATS9BS0P3zwtX003jrPa552Fr/b1kyVCuj96PIvrE7TjOb4ELgULgBcdxKlzXnes4zlPA913XfQe4FzgSWB962o9d1/W6dPR2321AMvAnxz8TdoXrumFdbUSGt/K6ZnLTEthWaW8+Z87rR3mMl6FNPIACOe9Nt3wdTFxkl8cugMnHDN0xydAYuwB2vWeXd71vGda6EjjoE10fe/jV1vm4OLRCJTkLPvVPGHuoP/dv8W3w3P+zEmYRkUglpMAJ3/TLeEeKhLSOAa0X6IR3ug3nZWG9QCd/lvWuePFHdl+wzSqnwEbaDbSmGlvDW7fHGjEu/Kzf3C9nip3ovPRev1JnNApfQwv+z2ziUfa5qKHC75XSk9rQDPbwgLZgLly3xPpLeLzy+ca9Q7c+ej+KKKB1XfcG4IZubj877HIb0O1shD7uUxs/6VlbAF6+BY76kr/IfRiygDaRn35sPu9s3cvYrH5Mnmqssj+gB9IcwcQ0m/NYvs5/Q09IG9pjkqFxxaNWev6nEyywba6FQ6+Ec7ppqhQTCxf+qeNtxZ3aL+TPtqyDiEi0jvv6UB9B9DpnaL1sX0+NJhv3Ag4kht2fmG7z4BsqLVvaFmp46WVsB9LmVyyYzZxgs28nH2fZWvDHF449ZOBfdzjxfjZNnTK0hfNt21DRc3Oolnq4/xOw+VW73nmdsbcPT3tAG/azDLaBM4wnYURhIEuORQZeyQfw2i+sMUBrE9x+snWhHWbK61rITUvk6Om53HBKP2dONlVHt352tMgttmzb27fb9UQFtAek5Gxbx5VbbOtoW+sha+LoXTslIjKQEtMtALr7fFj7tJ/t66nqq6nKPnPEhIUCjhNqHlQJJaFCyayJfpOogVQV6oOw+DY7lttPsnFsMKwTGAOqS8nxLmv0mTfLrvd2ImH9834wC31/dgrP0IIlUX45s+eS9BFGAa0Mb3Vltm2ohJ3v2FzJ+y8d2mMKEwy6/OW1TWwpr2d8dgRZ2eZauOtceP/+rvc1VUU3sme0KJgLlRvhrT9CwXx/jpocmMYu8OcQjpQOoyIiQy0xw8aybH4FHr7WxppBz4FO497ue3Yk58C65+CRz0FKLkw61gLlgVa9w8qhJx9n1TitDVaxdcHvR0XGMCLtJcdhAW16kT+GKfxEQlsAfj0fVjxo19c/Zz+/r30E177Y92uFB7SuC49eZ+PvvP2NcAdQbaOMSHWhznoNFf6HXLD/5EN8Bq+ptY1r7l7G6xsqOG1OAV86KYJuqq/+Ara8Zl8TF9k6EU9jVXQNoUaL479pHWwL5h2YGWrpaOwCWPEPu3wg/n8QEemPpEwIhOaOtjbAqkfscqCl+8c37u3+pGFaPpSvhbkfs67xy++yCrJg28BOVKjebk37HAdO+n/WDPC0mw+sUWvxSdbcMLzkOGOszVqHjgFtQzlUb7OxRvMusoB2+inWNCuSxlnhAe2yv8C6p+169hT7+bruiP4MpgytDG9et9PGStiyxL999wdDczxh3txYwesbKvjO2bP48xWHkZ2a0PsTKjZaG/ZJofmqfz4BnrnJv7+xckS/mfRbcpbNnD0Qv3fpauwC/7IytCIikQlfQ3nGLVa6CjaqpTs9BbRn/Qyuehouvstmm6bkAO7Ad8et3uF3oU/Lg8vuP7CCWU9SplXoBYPWVXrMNP9kbnhmvD5Ujl1fBrvfs23xGZG/TmKGrZfd9qY1TJx+qk2VaKqC9/4Gt07aP6Xlg0QBrQxv9aGAtnYPbH8bpocav9QN0ky0XuypaQLgnIPG4kRSHvPsd+1M3EV32DiApuqOc8bq9oze4eEikSqcb390QQGtiEikMsb6l+cuhkvusfWvzXXdP76xqvsTyQVzYNLR/vXkUDXcQJcdhwe0B7LUfFteV7LC/o2nnmTNQZOyOgW0Zf523XOAY0FppGJibJ+r/23NNy+4za43VdvoxKSsIa983BcKaGV48wLXLa9ZKc38i+y616Z8CJXWWve/vLTEvh+8+VUr7zj+mxa0hv/haW2CQHOolboCWjnAJaRC7ky7rIBWRCQy4WNbUnJh9rkw5wLrhtudnjK0nXlBzkB2Om5ttIRFhgJa0vLts+7G0DrYqSfaNmVMx39zL7itL4P1z8L4IyB1THSvFbBEDMfcYDPckzKhpQ7K1vljFEcoBbQyvHlNoVpCZxinn2ZnlvZu6fmsY6RaGuwMYT/tqWkiOyWehLgI/hu9e6+9cRx5nV3/2J9gTKgbcvUOP3D3GgGIHMi8smOVoYuIRCYjLKD1xv8lpFsyoC3g3xdsg7ZWC2hTIgiIvIB2IMtRvZ4oo30sTyTSCmx53caXrDFmeoHdnpJjM9kf+gz85VRbtgY2q3fXe1B8evSv1dpg26kn2tZrRLrrXSt1HsEU0MrwFl5anDfbzkalFViTglsn71tQ+9JP4Ndz4e7zYM2T/gDxCLQFXUprmynISOr7wc21tv85i60BAEDeTDj/t3a5aqu/VlglxyJWiTHjrI7zEUVEpGfpY7velpBqWy8psP1t+EmRraPEtRmwfelPyXFdKVTvtOVi3Vn/HMQlWYfjA11avlUdblsK00/2b8+cYBMgNr0CO5bBigfsdu9nOaMfAa2nIDSj1gtoWxsgRwGtyP7jBXrgr+nwspjBVnjsOjvT2B/l6+3sZOVmeOCTsOTXET0tGHQ557ev8fxHe8hLDys3rthoZ9Jamzo+YclvbKbmYZ/ueHvWRNtWbYPaErucVtC/70VkNJl+CnzygY7zEUVEpGepeV1v80b2eEHQxv9AWzN89Lhdz4ogoPWyuJGWHH/0L/hFMfx6DvxyBqx4qOP9zXWw6jGYcjwkpES2z9EsrcA+zwZbYVpYQHvOL+GLb8E31lvgWbnJvy+9CAoPiv61rnoaLv2b/7c1fFSkMrQi+0lLg3Xn89Z4TD7Gtk3Vti08yBa3P3xtx3KaSNXuhnGHww3vW3v6/9zsDyLvxTOrSlhTYl0DM5Li/TsevQ5WPWqlIJ5As81XnXshjDus447SiyAmztbXVocGjCugFRERkWjFdjOJM8ELaEPraHcut+2m0IzaSDK0CanW0DLSkuPdK6zD8nn/a9uyNR3vf+2XUFcCx309sv2Ndt7nvrhkmLDIvz0lB/Jn2c916okdn1N8Wv9m9U46Gmaf518PD2jzZka/v2FEAa0MX16H42mnWMnLlBPseuNe2150J5z+E/joMXjya9Hvv7bESnxj4+Dk74EbhA8e6PUpNU2t3PzER+3Xd1Y1+nc2hFqqB8IytNvetDOjB13SdWcxsXDwZTYr7tnvAE73Z1hFRERE+nLN83D9u/71xHTbNtfZsiovoK3YYNtIugw7jn0Gi7TkuHo7ZIyDwz5jn2nCl46Vb4A3fmeffSYu6nEXBxSv6nDysf6ytM4WfbHj9RlnDcxrh/epyJs1MPscIgpoZfjyyo0PuhRu3ASpuXb9or/CoVdaecTRX4b5l1j5TOlquGUi7N3a977bWq1TnNcVcMw0GL8Q1jzR69N++uRq9tQ08fAXjmbxIWP53rmz/Tu9s5fhb/rrn7czm1OO736HF/wfXPEYFMyFooO6P8MqIiIi0pcJCzuWjrZnaGutX0f455O0QoiLYEoDWLbQSyb0pWq7X8qclu9/lnNdeOZbEJ8Mp/4osn0dCDLG2Ta83LiziYvgtJvh43fAZ56CmQMU0IZnaGPje37cCKBPzzJ8eW+CafkdSysmHd1xRlr2ZCtD3vYmNFfD3s2QPSmCfbsdmzDlz4a1T/f4lFfXlfHAsu1cd8I0DpuUzWGTwtrdu64NpwZ/VhhYA4Zxh/uNGboz7SSYtqT34xURERGJRlKGbZuq/exs0cGw+wPImRr5flLGRF5yXL0dJoWWiKUXQsmHsP4FW7u74QU44xa/k69A7nRb1zr9tN4fd8wNA//aSaOn8aIytDJ8tY+y6eONLzkLcO0NGro2ZeqO14QpbG7bktIEqC/l5sfe49V1flDa2NLG9soGvv3wCqbnp/HVU4u77i88iK0PlR67rq0dKZjT9/GIiIiIDCSv83HNLtj5LsQmwhk/hQWXw7m/inw/ydmRlRy3tULNTr/pZVo+1O6Cv38cnvyGTatY+Nnov4/RbvZ5PZcb708JaXDIp+AzTw7+aw8wZWhl+PKCRK/UuCdJoTUAO0JnH705W72p3W3bsAztvzY7HBsPz771Pncs3cXZ8ws5Y24h33p4BU2tQQAe/eLRJMXHdt1f+Dxbby1tzU5orrHMr4iIiMhgSsmx8TjVOyxDW3SwrdWcfGz0+4mky3HNLutH0l5yHJaQqN0FR18/4ktbRxXHgcW3DfVRDAgFtDJ81e2xMpe+3vy8Re2loWZNgV4ytOuftzOIO5ZZ973syYCN4tntWmv6Iir5xOnH8n8vbeCpD0soyEjkuhMmMj47hQUTs7vfb3cZ2tJQZ788BbQiIiIyyBzH1mhWbbUqtkM/3fdzuuOVHLtu7911vYkNXvfkxIyO96tiTfYTBbQyfNWVQmp+34/zxvq4bbbtKUNbshL3gU9B5ngct83aoIeC4VW7atjt2vDwX56Zy8QTirngkHH8+dVNXHL4BOaP72OdgVcenT3FD2g3PG9bZWhFRERkKGSOhw0v2mejzuMDI5WcY5+xmqo7dsbtrGqbbb2S42CnkYr5c/v3+iJ90BpaGb4aKvouNwa/5NjTeQ1tMAjNdbgPfQanrRmnciPs3QJzzgfg5bWlnPd/SygJBbQTY62T34ScFG5ePK/vYBb8gDZ/jpUcr3nK5s8eeqWV6oiIiIgMtszx/on+cYf2bx/e55i+yo6rvAxtaBzQws/Bcd/w70/TaELZPxTQyvDVWBVZB7bOZwtbw2bDBoNw51lwyzicivU80ha2bmTCkQA89I6tf60nmWBipl8yE426MkjMtGxs5WZ49PO2VuWsn0e/LxEREZGBkBFqDJWQHl1n43DerNSaXb0/rnpbx3FASRlwyvdg1rkw9aT+vbZIBBTQyvDVVNV7aYunc4Y2EBbQrnwYti8F4J7ky/mne4p/35hi6poDvLhmD5nJ8Rw1dQxO3kx/7Ws06vbYG/6Rn7cZa04MXHLP0HStExEREQGYfJytaT3vN72vf+1N0SG29Ub/dKd0tVWneQ2hwn3i73DlY/17bZEIaA2tDF9N1V2D1e7EJ1sreoCY2I4Z2nVPQ8Y4/n3S03z/Hyv5+Rl58Erovtg4nvtgB02tQf52zZEcPjkH/j0HVj3Wd+ODzupKrZtfWj58+nGIT21vOCUiIiIyJKaeAF9buW/7SM21HiHb37brrmuftRJS/Ot/PNbWzLr9zAKL7ANlaGV4CrTYmo9IMrSOY4/LmQIJqR0D2qptuDnT+MULm5hdlMHHjz8cgJLYIlburOax93cxPjuZwyaFGksVzLPMsDfWJ1L1pf7akHGHQf6s6J4vIiIiMlyNP8ImRLguvPE7+GkR1Idm0+5Z6TeAmnnm0B2jHLAU0Mrw1FRl20gytGBrRPJnW7a2U0DbkDqOrRUNfHLhBGJiY/jjrLs4q/4HnPu7Jby6rozFh4zD8bKx+aGW8iVRnM3cu9WaTGVPifw5IiIiIiPFhIW2vKp6B7z1J7utvtS2Kx+2UYhf/RCO/frQHaMcsBTQjmL/WbOHXVWNfT9wOGoMBbTJPcx97ezSv8HZv4S4ZFtD29YKL/wI6vZQlVAIWNdigHGzj2Qv/my0xQvG+vsZe4gNIfdG7nTn/fvgme/411/9mb2RL/xsZMcqIiIiMpKMtwo3drwNjTYNgqZqy9iufBimnWTjemIUWsjg0xraUSrQFuTqu94hPtZh/U/OHurDiV60GVqvRbyXoV3/PCz5FQAlTgEA47KSATi+OI8FE7NYMCGbxtY2puen+/tJSIXi0+Cjx+HMW7u+MW9+FR77gl0+8Vs2c/b9+601fcZYREREREadgnmWNNjxDrTW222Ne61RVNU2OPGmoT0+OaApoB2lSmpsFmtrm8t/P/ERN509m9iYfna3GwrtGdoIA1qPF9BuWdJ+0/bgGADGhgLazJR4Hv3iMT3vY85iWP1v64486Wj/9rYAPHWjf33HO7DiHxCbAMd+LbrjFBERERkpYuNh7ALY/pZ/W+NeO9EfmwCzzhm6Y5MDnuoCRonvPbaSM3/zavv1XVVN7Zf/smQzf1u6FYDtlQ08uSLKhkdDIdoMrccLaDf+p/2mNa2FZKXEk5oY4fmbGWda2fGqTi3ml98JZath8R8ABz64Hz58yEqN0wuiO04RERGRkWT84R1H99SXw8pHoPh0SMocuuOSA54C2hHmlqdXc9MjK6hvDnS4/d6lW1lTUktd6HZv7ewL/3UCxxXn8otn11Ja08Q1dy/jS/e9S1lt86Afe1T6m6GNS7YGTWWr4bSb4Tu7WV+fzNjM5Mj3kZgG00+F1Y9DMBg6nr3w0k9tntvBl0HhfAtm3SAs+mJ0xygiIiIy0kxY2PH62qehrgTmXTg0xyMSooB2BHFdlz+9son7397OI+/tbL89PDhdubOal9eW8vNn1wK2bvTHF8yjuS3IzU+uZlOZrXt4fUP54B58tLyGA9Ge8YtPhobQ9zbtJEhIYXNFPeOyowhoAeZ+zEb3fPQo3LMYnrnJssZn3mJjgg66xB6XkAYZRdHtW0RERGSkGXe4fzk5B7a9AfEpVtkmMoQU0I4glfUt/uU6//LbmyvbL99w/3t85s5l7AxlaJMTYpmSm8oXTpjGvz/YRZvrAvDqurJBOup+qtwIGeNtzUY04pNsm5oP+XMpqW5iU1k9R0yOsFuyZ8YZEJsI/7waNr1k5cVTT7LMLFiWFuDo66Pbr4iIiMhIlFEER14Hlz/sT6EoPt0aaooMIQW0I8jWyob2y9WNre2Xn11VQlZKPFNzU2kOBPnO2bO6PPcLJ05j8pgUQvEsH+2u2e/Hu0/K1kLejOifF2+jeZh2EsTE8Np6C9yPK86Lbj+J6dbtOFzRwf7l1Fz41hY4/kZEREREDghn3WrLsrxKuqknDO3xiKAux8Oa67o0tLS1NzPaHhbQ1jRZQNvQEuD5j/aweME4vnnGTOJjHdKT4ikuSCfW8bsaJ8XH8tML5/PNh1Ywd2wGb26swHVdHGcYdj4OBqF8PRx6ZfTPjQtlaKeeBMBr68vJTUtkVmF6L0/qwZzFsOYJ/3rhvI73RzojV0RERGQ0aQxVB046dmiPQwRlaIeN+uYA33n0w/aMIsAPH1/Fwp+8wPKt9qaxrcIC2sljUqgJZWjXlNTS2NrGybPyyUlNID3JSnRPmpnP8TM6ZiWPnpbL698+mYVTcqhtDlDT2LGx1LBRs9NmnPUnQ5uYYdupJxIMury+oZzjinP7F7jPPBNS88AJ/TcpPCj6fYiIiIiMNrmhz2i5xUN7HCIoQzvkmgNtJMbF8tLaUu57axv3vbWNc+YXcd7BRdz9po3a+f6/VvHkDcexrbKB/PRE8tOT2jO0FaG1tIUZSRG/5vhQg6QdVQ1kpgzDNuvl1tCK3JnRP/ewT9uctIwiPtpZTUV9C8cV5/bvOBLT4evrYMMLsPQ2yJnav/2IiIiIjCZXPQPN1dYoU2SIKUM7hF5ZV8b8Hz7H1op6lm2uJDk+lq+dOoMXVu/hur+9y/jsZL5w4jRW7aphT00TJTVNFGUlk5Ec155draizDsdj0hIift3x2bbOdMfexoH/pgZCWSigzetHQJuWD8WnAn6zrKOn9TOgBYiJgRmnw5WPQUxs//cjIiIiMlqkjtGJfhk2lKEdQne+vpmWQJC3NlXy9pa9HDopi6+cWsyFh47jr69v5hNHTCTouvzh5Y28sraM0ppmJo1JIS0xjtWNtQBUhDof56RGE9CGMrTDOaBNzrHGS/vgo9015KYlUpgZefZaRERERERGDmVoh8jOqkZeCY3OWbKhnDUlNRwxOQeACTkp/OC8ucwsTGdWYTqFGUm8vK6UPbVN5GckkpEc315yXF7XTHpiHEnxkWcPM5PjSU+KY2tF/cB/YwOhfF3/srOdfLSrhjljMwbggEREREREZDhSQDtEHly2HYBpeak8/sEuXBcWhgLacI7jcOLMPF5dV05VQysF6UlkJMdT1xwgGHSpqGshJ4pyY2+fMwvSWVNSOyDfy4ArW9uvgHZ3dSOfvH0pZbXNtASCrC+tZU6RAloRERERkdFKAe0QaAu6PPTOdo4rzuO8g8e2375gYqcxME3VUFfGiTPzqWuj036UAAAgAElEQVS2NbP5GYlkJMXhulDbHKCivpkxUZQbe2YWprNmdw2uN5h2uKgvt1bw/WgIdfcbW3ljYwX3Lt3Ki6v30NrmcvD4Ydj0SkREREREBoQC2iHw6roydlU3cdkRE7j62CkAjMtKJjlYB2ufgWe/C38+EW6dDL9fyDFTM4mLsS5y+RmWoQWoaWyloq6FMWmJUR/DrKIMapoClNQ0DdS3NTDaG0JFP7LH+zcqr2vmv59czazCdE6bUzCQRyciIiIiIsOImkINsp1VjXz/8ZXkpiVyyuwCEuJiePOmk4mr3g6/mAGBJohNgPFHwMyzYc0TpNds4IjJOby5qYL89MT2rOplty+lvK6ZBROzoj6OWYXpAKzZXUtRZvKAfo9R27EcsiZCWt4+jezZXW3B+YPLthMIujz4+aOIi9U5GxERERGR0Uqf9gfZY+/tZHtlI3++8jAS4uyfvygzmby6NRbMLv4jfHsbXPUUnPZje9LO5Zw2p4D4WIdxWckcX5zHzy86iOL8NIJBmFUY/TrRmV5AO9TraNsCcPe58Nov7HrZWohPhczxUe9qe2UDAIGgy8cWjGPhlK5rkkVEREREZPRQhnaQlZSWk5uWyKGd18tWbrTtrHMgPpQxzZkKSVmwczmfPvfTnDgzj6wUWy978eETuPjwCbQFXWJjoh9qnZEUz7isZNaU1PT4mIeX7+DDndX88Py5Ue8/Yns3Q2uDdTYGC2hzi/s1qHtbKKDNSU3gprNmDeRRioiIiIjIMKQM7WDa/jY3rz6DC1JXdr2vchOk5kFSWLbVcWDCQtjyOrExDlPz0ro8rT/BrGdWYTpre8nQfv2hD7jrjS393n9ESlfbtnKzbfs5sqeptY2Smia+duoMlt50CvkZmj0rIiIiIjLaKaAdLIFmeOtPAJzOUrtt21J4/HporrOALmdq1+dNP9WytxUbI3+tqu2w+omut7su7FllW6zseENpHS2BYK+7a23r/f6o7P4APnrcv162xrZV26BxL9TsbA9oH/9gF/e9tY2X1pb2eYwV9S0AFGYmtpdyi4iIiIjI6KZP/oPlvktg5T8BKG5eZcHtXefAu/fAxv9A+XrImdb1ecWn23b987ZtqLQAuDcv/ggevAICLR1vX/Jr+MPR8Pr/QjDIrKIMAkGXjWW976+yvqXX+6Pyn/+GJ77qX/cytG4bbHjRLocaQt1w/3t859EPuerOZdyxZHOvu62oawZgTGr0HZ9FRERERGRk6jOgdRznF47jbHYcx3UcZ14Pj4l1HOf3juNsdBxng+M41+7rfaNK9Q7Y9DKB1CLuDZxKTtM2ePpGmHYKxMRb8FlXAlOO6/rcnCkwphjWPwf1FXDbIvj1XMu0difQDOueBTcINTv822v3wGu/tMsv/AAevqa903HnsuP65gDX3bucQ511LI5ZQnkoWNxnrgs7lkFDBbS12m1layA51LxpxT9s203JcV9Bd0WdBd1j0qKfySsiIiIiIiNTJBnax4Djga29POZTwHSgGDgK+KHjOJP38b7RY9WjALx9wj38MPBpti66Gc7/HVz2ACSHRu4c+mk4+LLun198OmxZAi98H+r2QFOVn83sbNMr0Bxq9FS1zb/9Pz+2YPfzr0LeLNj8ClPGpJAQG8PqTo2hVu2q4ZlVJTyS+EN+k3Bbe7C4zyo2WlkxQH25BbXl6+GgSyF3hgXtANk2mzc/3c+2drfWd8feBl5cvYcH39nOUx/uBiC3HzN5RURERERkZOozoHVdd4nrutv7eNilwO2u6wZd1y3DguCL9/G+0WPlwzB2Ae/V59BGLNknfgEOvRJiYmDK8faYE7/dc2ffGadDWzO8f58Ft04MNFV3/9jV/4KYUPNqL6Dd+S6893dYdB0UHQyHXw0NFcQ3lDItP61LsFhe10yx42d3K2oGaLTPjrf9yw9fC2ufgmArjD0ErngM5l8MR14HsXb8gaDLccW5XLFoEqt319DU2tZhd4t//wbX3P0ON/5zBQ8tt+NVhlZERERE5MAxUGtoJ9Ixg7sNmLCP93XgOE6W4ziTw7+A6IeVDraKjbDrPdblns5fl2xmXFYyGUnx/v3n/ga+tAwyxva8j4lHQUKalRGPPwKSMi1L21lbANY8BbPPAyfWGjA9/S24d7F1UD7+RntcQahyfM9KZhSksX5Px3Letp3v8Xzije3XGytL+vvdd7RjmX956xJ48Eq7nDcLMsfBx/8CZ93a/pC6pgBzx2Zy2pwCAkGXF1bv8Y+ppY3yumY+c/Rk/uu0Ge23pyRoEpWIiIiIyIFiJDWF+iqwudPXa0N6RJFY9QgAn3l7HBX1LWQmx3e8PykD8mZ088QwcYkw9US7PO6wUEAbytC6rjVa+stpsP5ZaKyEuRdaALzsL/DWH+2xp/7AHwlUEJorW7KC/PRE9tY34v7r+vZ1uVm7Xu3w8i3Vu/r5zXeyfVk3nZwdKzfupKm1jZa2IOlJcRw7PZfx2cn8falfQl1a2wTA3LEZLJo6ZmCOT0RERERERpSBCmi3AZPCrk8Etu/jfZ39BpjS6aubLkrDh+u6lC19gGXBGcycORuAY6b3M/g66BLLso4/HJKy/IB29wfw6s+tnPfBT0N8io36mbjI7j/+RjjnV3DwJ/19JWdZELllCWPSEslqLcd57x7428cBKKp8q8NLt9UMQIa2uRZKV8Gsczrenj0ZElK6PLyuOQBAelIcMTEOnzxyIm9uqmBDqWWTS2utUVV+RhIzC9L3/fhERERERGTEGaj6zIeAzzqO8wgwBliMH2z2974OXNetAjrU2To9rTkdJrauW8Hkhg28PvYr3H7l4ZTXtZCdGt/3E7sz5wL7go4Z2pqw7GmwFeacbwHihX+GYBuk9hBATz8Vlt1B3ow2kp1QF+Pa3dDaxKT6Dzs8tKlyZ/+OOdyu96xkesoJ8Mbv/NvzZ3f78LomC2jTEu1X9OLDJvDr59dx31vb+P55cyitCQW06YlkpvTz31REREREREa0PgNax3F+C1wIFAIvOI5T4bruXMdxngK+77ruO8C9wJHA+tDTfuy6rjc4tL/3jXiTZx7Muo8/z/lTpxMTG0NhZtLA7DgpE8pCWdP6UtteeLuNBzriGrvudU/uyfRTYeltTKt/n1Sa/Nu3v0W829rhocGaEppa20iKj+3/MW8PNYQad1jH2/NmdftwL0PrBbR56YmcMbeQfy7fzo1nzmwvOfY6Id9z9UKyFNiKiIiIiBxQ+gxoXde9Abihm9vPDrvcBnyhh+f3677RYsb8hQO/0/AMbV0ooJ1zga21jdSkYyAumbHlr5PmhDWk2vwKAWJocBPJcBoByHX3smpXDYdNyo7+WN+/H/5zszWiGlMMKTnwlQ9slNELP+wxQ1vTZEF1elgDrcsXTeKJFbt5+N0dvLy2jLgYh+wU62p8/Iy86I9NRERERERGtJHUFEo8nQPapKzoglmA+CSYfCzZu14lncb2m91Vj7HCnUaVm9Z+20Exm1i5s4cxQX155ltQsxM2vQQTQsF99mSYeQ5kTvTX+nbilRynJ/nnXBZOziHGge8+upJX1pURCLrExAzvsnMREREREdl/FNCORMlZEGiEQDPU7YG0gv7tZ/qpxFdtYk6MPznJqdzI621zSUtJBsCdcQZzY7ZSVW5zXstqm7vMg+1WaxMEWiBrol1va7GRQ568GfC1D/37O+lccgwQE+MwJs0P3Ivz07o8T0REREREDhwKaEeipND62KYaqC+DtPz+7af4NADOjunY1fiN4Fzi4q3U15l1HgDZu98A4IifvMC1d7/T975/PQf+cjJkhTWxDg9o+1DbTYYWIDcU0E7ISeYfnz8q4v2JiIiIiMjoo4B2JErKtO3656yct78Bbc5UyJ5McYx1MV6ZcTwA7waLKZv5KXvMjDMIEEtGzXpc1wVgyYbyvvfdUAElH0KLjdkhIa3H9bLdqWqwNbRpXQJaWzM7PS+NnNSEiPcnIiIiIiKjjwLakSh/DsSnwr++CFXb+l9y7Dgw+VgAWtxY7ij6Pi+cs4RmEmg59Fr4Xjmk5VMZX0Rm0w6aA0FiCAJu7/ttqfcvb3rZtrPPh5jIuiQ3trTxwLJtzBuXQWJcx+fkhTK0+ekD1DFaRERERERGrIGaQyuDqXAe3LgJdrwN25bC3I/1f19ZkwEIOnHUtjjsCqQDkJueBLFWdlybMp78ql00tLSxKely7g+cxK6qU6ioa2H++Myu+6wt6Xh96knwsT9EfEh/enUju6ub+M2lh3S5Ly80pic/I8omWCIiIiIiMuooQztSxSfBlOPhhBsht7j/+8maAEASzTS2BiivbSbGoUM5b1P6ZCawh5K9lnm9LO4lfvef9Xzh78u732ft7o7XE1IjPpxdVY388ZWNnDO/iCOnjulyf257hlYBrYiIiIjIgU4B7YEuc0L7xYaWNsrqmslJTSQ2fBxOzhQynEZKt69tv6muuY2Kupbu99k5Q5sQeTfiW59ZQ9CFb581q9v7c9Mt0M5TybGIiIiIyAFPAe2BLssPaBtb2iirbWlvvORJzJ8GQPO2d9tvq2tqpbG1jZZAsOs+a3bZ1guWI8zQLt+6l3+9v4vPHTeVCTkp3T5mZkEG8bEOMwo0skdERERE5ECngPZAlz62/WJDSxvldc3t61T9h8wAIL7sw/bbSmqaAahubO26z9oSiE/xZ8xGGND+7j/ryU1L5AsnTuvxMXPGZrDyR2cwNU8BrYiIiIjIgU4B7YEu1u8L5gW03jpVT864YoKuQ07NmvbbSmuagJ4C2t2QXgSJGXY9gpLjXVWNvLKujMsWTiA1sfdeZZ07H4uIiIiIyIFJXY4FrlvCb18vpfGDVmqb3C4Z2vjEFHY7Y5jUsqH9tor6ZsDpOUObXtTeJTmSDO3La8twXVi8YNy+fCciIiIiInIAUYZWoHA+renjqW9pozkQ7LKGFqA0bizZ1LRfT8IaQtU0dRfQ7oL0wqgC2l1VjcTGOEweE3lHZBERERERObApoBUAkhP8Mt7OJccAVckTOlzPpg6Ams4ZWtcNZWgLISYU0MZ2DZA721XdSEF6p+7KIiIiIiIivVBAKwCkxPce0DaldQxosxwLaLuUHDdVQaAJMsb663OD3WRxw7y0ppR3tuylMFOjeEREREREJHIKaAWAlAR/OXXnNbQAweypHa63B7QNnYLVmt22TS/0M7NtPQe0ruty1V3L2FbZQFFWcj+OXEREREREDlQKaAXou+Q4LrdjQJtBPdBNhrbWC2iLoPh0uzz20B5ftyosIC7KUIZWREREREQipy7HAsCYsEZQOald17ymFRZ3uJ6IBaJdmkLVltg2vRAmHQ037YDE9B5ft7S2uf1ym+tGe9giIiIiInIAU0ArABw1dQwPfG4RMY7TbWOmvNxcytwMUp1mUmgm0bFAttcMLfQazAKUhQW0h0zI6v83ICIiIiIiBxwFtAKA4zgsmjqmx/sLM5NY5Y6lKKaaie7u9gxttwFtUhbER7YetrS2CYCHrjuKwydl9+/gRURERETkgKQ1tBKRtMQ4fuJ8jl8lXQ9AAgEAqhsDHR9YW+JnZ4HK+haWbqrocb9eyfGcogwcRyN7REREREQkcgpoJWINmdPZljwTgARvDW13Gdr0wvarV9zxFp/481ICbcFu91la00xKQiypiSoWEBERERGR6CiglYjNKcqgMDsTCGsK1SWg7ZihXbWrxm5u6pTJDSmtbSK/mzFBIiIiIiIifVFaTCL2i4sPxnEgcHMsCU4rCXEx1DYHaAu61kgq2GYBbYYf0MY4EHShqrGV7G66J5fWNpOfrnE9IiIiIiISPWVoJWIJcTHEx8bQQjwTnDIWpVhH4/YsbX05uG0dMrRxMfYrVt3Yyvvbq7joD2/wzpbK9vvLapvJy1CGVkREREREoqeAVqLWQjznx77JzwL/A4R1On72O7bNm9X+WG8EUFVDC39fupV3tu7lvx78oP3+stpmlRyLiIiIiEi/KKCVqLU68QDkuHsBl5qmVnBd+OgxOPRKmHJc+2Pj2gPaVl5aWwZY52OAhpYAdc0B8hTQioiIiIhIPyiglai1YAFtgttCMs2WoQ00QTAA2VM6PDYmFNC+tr6c8rpmJuQkU9ccIBh0Ka2xkT1aQysiIiIiIv2hgFai1hoKaAGyqbOAtrnObkhM7/BYr+T4mZW7iXHgnPljAWhobWufQauSYxERERER6Q91OZaotTrx4NrlbKeWnz+7lp9XbuKVRLoEtC0Bmz9b39LG4ZOymZiTAkBdU4DS2iYA8tUUSkRERERE+kEZWolahwytU8fWigbSaLQbwgLaYNClrtmfP3vy7HxSE2MBqGtuVcmxiIiIiIjsEwW0ErUWx58nmxdjpcbpTteAtr4l0OF5p8wqID3JigLqmq3kOC7GISs5HhERERERkWgpoJWoBcIytEUJDQDdZmjDs7PjspKZUZBGWqI9t64pYDNo0xPbG0eJiIiIiIhEQ2toJWre2B6A/DgLaFO9gDbBD2gff38XANedMI0z5hbgOE7HkuPaJjWEEhERERGRflOGVqLWFvZrkx/bfclxTVMrtzy9BoAjp+SwYGK2PS6UoX1xdSlbKurJ0/pZERERERHpJwW0ErVYr8UxkONYQNu55Lixpa39MUnxse2X00JraB9avoPtlY3qcCwiIiIiIv2mgFaiFoMfrGZRy/kxb/Dt+AcI4uDGWcbVG9czNS+VwyZltz/eKzn25KUpoBURERERkf5RQCtRiyXYfjnDreUH8XcDEIPLqt21ADSHAtqvnFJMQpz/a5YY1zGgVYZWRERERET6SwGtRM0LaNviU0lrq2a9O779vmdXlQB+hjYxrvdfsfhY/QqKiIiIiEj/KJqQqBWkW2MnN2M8yW3V7HTHtN9XWd8CQEubBbQJfQS0CyZk7aejFBERERGR0U5jeyRqRelxsBfissZBxVoyQg2hAsS0N4NqbrVtQmxsl+ffcuF88tMTOWV2weAdtIiIiIiIjDoKaCVqTjDUFCo1H4Aip4KmtAlc7txKbiig9TK0ifFdM7SXLZw4OAcqIiIiIiKjmkqOJXrBgG3T8gCYlrCXhOxxBJKyqG+x+7w1tAlaIysiIiIiIvuJog2JXsZY22ZNAiA5UE1MQgopCbHtJcftAW0fa2hFRERERET6SyXHEr0L/g9mnw+F8/3b4lNICcZR1WDraSNtCiUiIiIiItJfijYkesnZcPClkJLj3xZvGdqGUMlxc6tKjkVEREREZP+KKNpwHGeG4zhvOo6zLrQt7uYxhY7j/MtxnBWO46x2HOfyCO/LdxznybD7bnMcR5njkSA5PKBNDgW0oS7HvTSFEhERERERGQiRRht/BH7vuu4M4PfAn7p5zK+Ad1zXPQg4Hvip4zgTIrjvO8Dq0H0HAYcBF/bru5HBFZcACel2OT6FlIS49oDWW0Ob2M3YHhERERERkYHQZ0DrOE4+cChwf+im+4FDHcfJ6/TQg4FnAFzXLQPeBy6J4D4XSHccJwZIBBKAnf38fmSweWXHCX7Jseu6agolIiIiIiL7XSTRxgRgp+u6bQCh7a7Q7eGWA59wzBTgaGBSBPfdDMwAdgMlwLOu677e+SAcx8lyHGdy+BcwPvJvVfYLL6CNTyYlMZagC82BoAJaERERERHZ7wYy2vg6UIBlX38LvAgEIrjvYmAFUASMA453HOeibvb/VWBzp6/XBvD4pT+8dbTxKaTEW3lxQ0sbzYE2YmMcYmOcITw4EREREREZzSJpvrQdGOc4Tqzrum2O48QCY0O3twuVEoc3e3oK+Kiv+4Drgatd1w0C1Y7j/As4Cfhnp+P4DXBXp9vGo6B2aKWMsW18Cimu/To1tARoCQRJVHZWRERERET2oz4jDtd1S7HM6mWhmy4D3gsFqe0cxxnjdSd2HOdkYD5wX1/3YZnWM0P3JQCnAiu7OY4q13W3hH8BO6L7dmXApYRlaBP9DG1LW1DlxiIiIiIisl9FOh7nOuBux3G+D+wFroT2TOv3Xdd9B1gI/NZxnDagHDjPdd2G0PN7u++rwB8dx/kQiAVeAm7f929NBkV7hjaZlJiwgDYQ1AxaERERERHZryIKaF3XXQMc2c3tZ4ddfhroMp82gvs2AqdFchwyDCVn2zYhhZSYjiXHytCKiIiIiMj+FGmGVqR74WtoQzNnG5rbaFZAKyIiIiIi+5kCWtk3E46EaSdD/mzGtSUTF+OwbEslzYEgiXGxQ310IiIiIiIyiimFJvsmcxxc8SgkZzMmLZFTZxfw0PId1DcHlKEVEREREZH9ShGHDKjLjpxIZX0Ly7ZUkqimUCIiIiIish8p4pABddz0XMZlJRMIusrQioiIiIjIfqWIQwZUTIzDZQsnACigFRERERGR/UoRhwy4iw+fQGyMozm0IiIiIiKyX6nLsQy4gowkvnv2bCaNSRnqQxERERERkVFMAa3sF1cfO2WoD0FEREREREY51YSKiIiIiIjIiKSAVkREREREREYkBbQiIiIiIiIyIimgFRERERERkRFJAa2IiIiIiIiMSApoRUREREREZERSQCsiIiIiIiIjkgJaERERERERGZEU0IqIiIiIiMiIpIBWRERERERERiQFtCIiIiIiIjIiKaAVERERERGREUkBrYiIiIiIiIxICmhFRERERERkRFJAKyIiIiIiIiNS3FAfwD6KBdixY8dQH4eIiIiIiIj8//buPMiyujzj+PdhRhEYGESjyFIsUVBxC4oEFCGKCoUoEo2KimLU4BaNEg0kJGKMogKKsllIMBa7saISg7iNiuJSigoKcUkcHcCFOAwMg8Aw8+SP32m5tjMw3dN93jm3n0/Vre5z7rnN20/febm/s/zODBsZ681b0/Oy3V81M0zSE4HLquuIiIiIiIiIWbWP7a9MXjn0Ae3GwB7AL4BVxeVMth1tsL0PkEPI/UnutZJ/nWTfv2ReK/nXSfb9S+a1kn+dieyfC1xs+/bJGwz6lOPuF/qDUfqGQNLEt9faXlxYypyS3Gsl/zrJvn/JvFbyr5Ps+5fMayX/OiPZf2tNg1nIpFARERERERExUBnQRkRERERExCBlQBsRERERERGDlAHt7FkGHNd9jf4k91rJv06y718yr5X86yT7/iXzWsm/zj1mP+hZjiMiIiIiImLuyhHaiIiIiIiIGKQMaCMiIiIiImKQMqBdT5KSYQFJ21XXMFdJWlBdw1yWntO/9Js66Te1NHIDyOiHpAd1X5N9zyTdp7qGuWx9Pt/kg9E0SNpc0tsl3df26nzA7I+kzSSdBHxG0vbV9cwlkhZIej9wrqSXStq1W5/3/yxLz6mRflMn/aZO12/eKGkL207m/RjpN5+WdD9nkpvejPSb0yU9U9IDuvXZqTDLZurzTZrUFEl6GnAlcBRwarc6TacHkl4E/BhYCjzB9pLikuYMSdsCHwNWAGcAuwMfBLC9urC0sZeeUyP9pk76TR1JBwE/Av4OOLZbnX4zyyS9BLgauAnY1/ZvikuaMyQ9FPgUcAvwWeD5wPEA2akwu2by800GtFP3G+BtwI7AfpL27PZgzqsta064L3Bv22+3faOkh0vaqrqoOWJ7YIHto21fAvw7sKekYyFHTWZZek6N9Js66Td1bgOOBp4B7Cvpkek3s0vSpsAuwFLbx9leJmmnbn3Mvu2Bm20fY/s84NPAMyQdCek3s2zGPt/kj3QPuqZymKQtJcn2t4GP2v4lcDbwPgDbq0oLHUMj2S/ssv8A8ENJp0s6EzgFuFDSUZK2KC53rIy+77tVtwG/knTAxCbAxcBrJW2doyYzJz2nRvpNnfSbOpJ2lHSApPndqkXAucB/A5cBfw/pNzNtNHfbtwJnAtd1p16eDZwGXCzpUEmb1FY7Xrrsnz7ynl8I/EbS7t3yjcDlwMu6U7/Tb2bIbH6+yYD2bkj6Z+DzwAuA04HXdE+t6L6+B9hK0ssKyhtrk7I/A3ht99Q7gJcC19h+MvBhYDfgWf1XOZ4mZy/p5cD3usd7JZ0KfIDWfBYBT6iqddyk59RIv6mTflNH0vHAl4A3AmdKOsT2atsrbd8MnANsL+nQ0kLHzKTcPyTpYNuLaTttXg1cZftA4HPAwcDjq2odNyPZvwk4S9L+tL5yB3CSpJOBfwQ+CvwvsHNVreNm1j/f2M5jDQ/ggcDHgU275acD1wKP7pbnd19fCvyw+/4gYIfq2of+WEv21wGP6ZZ3nLT9xcCzq+seh8casj+gy363bvnPgCOArbrlrwF7Vdc9Do/0nA0q9/SbmuzTb/rLflfgku77+cAru3x3HdlmAW3Q9alueV/ggdW1D/lxN7k/mHYmwk4j284HrgD2qa57HB5ryf7rwA7APNqOyjcAC7tt/mf030Me65X9rH++yRHatVsN7E27jgrblwLn0fYqYPvO7uuHaROh3Qq8Drizotgxs7bsT+uWF09sKOmxwBbAz3uvcjxNzv7TtOw/1C0vsn227aWS9gKWA9dXFTtm0nNqpN/USb+psxrYRW1m0TuB82kf7t86sYHtW2hnLGwnaTnw+u51MX1ryv0bwNvc/HRk292BG4BfFNQ5jtaW/btsr7L9Cdvvs32TpP1okxX9urDecTLrn2/m/IBW+sMpubt1t9P2Jhwy8tRxtMPhT+u220zSRbS9akfYPsD2dT2UPRammP1b+f3sHyLpAtqsaKe7nYcf62ga2d93JPsHSrqU7jRA2z+b/YrHW3pOjfSbOuk3/VhTr594CvgC8EQA28uBs4BtJO3ZvXYT2uyvmwCvsH2o7Rtmv+rhm2LuHwK2Hcl9V0nnAu8HzrL9kx5KHhtTzP5M4EEj2W8j6b+AE4Dzbd/YQ8ljo3JMNecHtO6Oa8Ndf4hu3W3A94FHq7v/HbCSNqX3zt12K4D/tP0Q2xf2WvgYmGb2O3XLOwBfs/2nti/or+rxsJ7v+18BF9h+nO3ze4I2usIAAAn9SURBVC18TExu+uk5/ZhG7uk3M2Q93vPpN+thtNdPsoR2m5I91G6TBG3G0SXAlt1rfwt8zPYued9PzTRzX9gt7wl8p+s3F81upeNnfd7ztNsmfaLrN8l+iirHVHN2QCvpCElfkPRuSQdCC13SPLVZ5+6gXTh+K90EId267Wjn1dOt+0hB+YO2ntkv7n7M522fXFD+oM3g+/7sgvIHTdKL1e5tCiO9V9JG6TmzZz1zX9xtnn4zDTP4nk+/mSJJL5J0kaRjJD1yZP1E9r8FLqFl/RcAtn8BbA0sm9je9ik9lz5o65n78m7zc22f0HftQzcT73nbK2x/sKD8QZP0fEmLJL1L0gvhd58te/t8o7XvyBhfkp5Du2n4m4HH0e63dsro3pjuH8MKYDPazJbfB/64W/cK27mGahqSfZ1kX0PtViT/Rrt+ZBNge7f7mm7kkdsBJPuZldzrJPs6krahnUa5Me20yZfTrgN8p+0lI9vtRtth8yTafSCvAB5GO0L18u7IeKyj5F4n2deRtDXtWtg7aLMU70nr+0favnZku9nv9d4AZr/q+0Gb/v813ffzgMOA60eWTwZ+CjyxW/cA4EDgxdW1D/2R7JP9XHwAR9EmQzgb+Ei3bqPu66bASck+uY/TI9mX5b4H8Dcjy3vT7ql5/255c9r1yIuB3bt1O9FmFz2iuv6hPpJ7sp+Lj67Hv2Bk+ZnAGSPLG9PuLTvrvX5OHKGVdAjtJuHX275Z0lHAo2wfPrLNZbRzuU8DDgc+YHtlScFjJNnXSfZ1RrK/zvZySQts3yLpYcAXgYNsf6vb9lHAfrTJhpL9ekjudZJ9nS77H3LXqXsLbd8gaV63fDnwXNs/l7Q38BTg+GS/fpJ7nWRfZ6TXL3G77nVi/dHA39Jmh76K1ve/DLyYHj5bjvWAVtKzgGNp056vBq4B3gLsD7wI+Ffbi7pt9weOAQ6e+ANJmmd7VUXtQ5fs6yT7OmvJ/ujRRi7pncC+tvdew+uT/TQk9zrJvs6k7A38ADhmUvYTPf6pk3NO9tOT3Osk+zr31OslPR/4Ku02U4cC/wQ8wfay7vlZzX7sJoWS2qxakh4PvAk41vaBtCNQ29LO2b6SdkPfZ0vatHupgZ8Bq7qLmJU3/dQk+zrJvs49ZP8g4OGTXnISbar6p0vaUtIzJ35Osl93yb1Osq9zN9mfCmwD7NY9P/H57qnAIturJO3SHa1K9lOU3Osk+zpT6fW2L7C9xO2esj8Crgbuo85sZz9WA1pJ9/Zdh5x/ArzW9iXd8jeBPwFWus1qdint3O9TJW0MPI+Wx+22V4/8nFgHyb5Osq+zDtnvTptw4nfc7uN4Mm22xe/Srick2a+75F4n2ddZx+wnZiieOPVyM2CJpONok7csgGQ/Fcm9TrKvM51e371uI+CVtL/Lr9yZ7XrHZkAr6Q3A5ZLeI+kw20tppyKgdk79Qtph8DsBbH+Rdq73ZsDngHsBr8obfuqSfZ1kX2cds/8lsHJiL2f33OHAP9D2Lj/Cub/jlCT3Osm+zlSzt72y22n5l7QZXe8N7Gf7M0W/wiAl9zrJvs5Us+9sLemvge/R7jH7+j4/W87v6z80m7r/Wf458BraqZUnSvo/25+RdK/uTf5oYLm7KbwlLbT9S7V75G1i+w/2MsQ9S/Z1kn2dKWZ/XfeaBbZvAa6jTZDz3bJfYKCSe51kX2ea2W9GOzJ1OnCW7R9U1T9Uyb1Osq8zzew3Bm6hXVv7QttX9l33YAe0kja3PXET6qfQZkv8BvANSVvRTqnc1XddKL4XcKGkzWl7ib8HnOh2Y987+q5/yJJ9nWRfZwayvxI4wfbney9+wJJ7nWRfZz2zPw34tu33AW/svfgBS+51kn2dGcj+CtvvBU7pvfjO4GY5ljQfOI52n6mvABfSpv9/su1DR7b7AXC27RMkLQA+TrvB+32AC22/u+/ahy7Z10n2dZJ9jeReJ9nXSfY1knudZF9nnLIf1DW0kvYCvgVsARwNCDiRNnX0fEn7jmz+FuAlktRt92Da+d/7bwjBD02yr5Ps6yT7Gsm9TrKvk+xrJPc6yb7OuGU/tFOO76AdBv8g/O7C5F1os2xdAbwa+FK37a+Br9MuCl8N7G37+t4rHh/Jvk6yr5PsayT3Osm+TrKvkdzrJPs6Y5X9oI7Q0q7HOafbQwCwHNgR+DZwLnA/SadI2hl4M22W7tttr9jQgh+gZF8n2ddJ9jWSe51kXyfZ10judZJ9nbHKflADWtsruyAnLvx9HPAjNz+mTdVt4BzgJ7ZfWVXruEn2dZJ9nWRfI7nXSfZ1kn2N5F4n2dcZt+yHdsox0A6L214FPJbucLik5wDX2H6dpE1t31pa5JhK9nWSfZ1kXyO510n2dZJ9jeReJ9nXGZfsB3WEdoLtVd0h8gcAm0o6DziS7vcZQvBDlezrJPs6yb5Gcq+T7Osk+xrJvU6yrzMu2Q/utj0TJD0UuBr4JnCm7bOKS5ozkn2dZF8n2ddI7nWSfZ1kXyO510n2dcYh+yEPaLegzcD1Xtu3V9czlyT7Osm+TrKvkdzrJPs6yb5Gcq+T7OuMQ/aDHdBGRERERETE3DbIa2gjIiIiIiIiMqCNiIiIiIiIQcqANiIiIiIiIgYpA9qIiIiIiIgYpAxoIyIiIiIiYpAyoI2IiIiIiIhByoA2IiKiiKTFkn4rabmkZZIul3SkpHv8/7OkHSVZ0vw+ao2IiNgQZUAbERFR62DbmwM7AMcDbwHOqi0pIiJiGDKgjYiI2ADYvsn2J4HnAS+R9AhJB0n6jqSbJS2R9NaRl3y5+7pM0i2S9gKQ9DJJ10i6UdKlknbo+VeJiIjoTQa0ERERGxDb3wSuBfYBVgCHA1sCBwGvknRIt+mTuq9b2l5g+2uSngUcAxwK/BFwGXB+n/VHRET0KQPaiIiIDc/1wFa2v2j7KturbV9JG5zuezevOxJ4p+1rbN8JvAN4TI7SRkTEuMqANiIiYsOzLbBU0p6SFkm6QdJNtAHr/e/mdTsAJ3cTTC0DlgLqfl5ERMTYyYA2IiJiAyJpD9oA9CvAecAnge1tLwTOoA1QAbyGly8B/sr2liOPTWxf3kftERERfcuANiIiYgMgaQtJzwAuAM6xfRWwObDU9m2SHg8cNvKSG4DVwM4j684Ajpa0W/czF0p6bj+/QURERP9y77qIiIhaF0u6kzY4vRo4iTYwBXg1cKKkU4AvARfRJojC9q2S/gX4qqR7AQfY/g9JC4ALuutmbwI+C3y0198oIiKiJ7LXdMZSRERERERExIYtpxxHRERERETEIGVAGxEREREREYOUAW1EREREREQMUga0ERERERERMUgZ0EZERERERMQgZUAbERERERERg5QBbURERERERAxSBrQRERERERExSBnQRkRERERExCD9P5XLHVu+j84MAAAAAElFTkSuQmCC\n"
},
"metadata": {
"needs_background": "light"
}
}
]
}
]
}
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