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Created March 4, 2023 21:16
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Online Newton Step.ipynb
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{
"nbformat": 4,
"nbformat_minor": 0,
"metadata": {
"colab": {
"provenance": [],
"authorship_tag": "ABX9TyOhBdgLGUWYX2WNjI6XHOqG",
"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/a865c9d87568ad889c178dc8def112b7/online-newton-step.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "Zo8HcrEo_vu8",
"outputId": "3d2340a0-89a1-4741-cca1-804cac77c95a"
},
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
"Requirement already satisfied: yfinance in /usr/local/lib/python3.8/dist-packages (0.2.12)\n",
"Requirement already satisfied: beautifulsoup4>=4.11.1 in /usr/local/lib/python3.8/dist-packages (from yfinance) (4.11.2)\n",
"Requirement already satisfied: multitasking>=0.0.7 in /usr/local/lib/python3.8/dist-packages (from yfinance) (0.0.11)\n",
"Requirement already satisfied: numpy>=1.16.5 in /usr/local/lib/python3.8/dist-packages (from yfinance) (1.22.4)\n",
"Requirement already satisfied: pandas>=1.3.0 in /usr/local/lib/python3.8/dist-packages (from yfinance) (1.3.5)\n",
"Requirement already satisfied: frozendict>=2.3.4 in /usr/local/lib/python3.8/dist-packages (from yfinance) (2.3.5)\n",
"Requirement already satisfied: pytz>=2022.5 in /usr/local/lib/python3.8/dist-packages (from yfinance) (2022.7.1)\n",
"Requirement already satisfied: requests>=2.26 in /usr/local/lib/python3.8/dist-packages (from yfinance) (2.28.2)\n",
"Requirement already satisfied: lxml>=4.9.1 in /usr/local/lib/python3.8/dist-packages (from yfinance) (4.9.2)\n",
"Requirement already satisfied: cryptography>=3.3.2 in /usr/local/lib/python3.8/dist-packages (from yfinance) (39.0.2)\n",
"Requirement already satisfied: appdirs>=1.4.4 in /usr/local/lib/python3.8/dist-packages (from yfinance) (1.4.4)\n",
"Requirement already satisfied: html5lib>=1.1 in /usr/local/lib/python3.8/dist-packages (from yfinance) (1.1)\n",
"Requirement already satisfied: soupsieve>1.2 in /usr/local/lib/python3.8/dist-packages (from beautifulsoup4>=4.11.1->yfinance) (2.4)\n",
"Requirement already satisfied: cffi>=1.12 in /usr/local/lib/python3.8/dist-packages (from cryptography>=3.3.2->yfinance) (1.15.1)\n",
"Requirement already satisfied: webencodings in /usr/local/lib/python3.8/dist-packages (from html5lib>=1.1->yfinance) (0.5.1)\n",
"Requirement already satisfied: six>=1.9 in /usr/local/lib/python3.8/dist-packages (from html5lib>=1.1->yfinance) (1.15.0)\n",
"Requirement already satisfied: python-dateutil>=2.7.3 in /usr/local/lib/python3.8/dist-packages (from pandas>=1.3.0->yfinance) (2.8.2)\n",
"Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.8/dist-packages (from requests>=2.26->yfinance) (3.0.1)\n",
"Requirement already satisfied: urllib3<1.27,>=1.21.1 in /usr/local/lib/python3.8/dist-packages (from requests>=2.26->yfinance) (1.26.14)\n",
"Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.8/dist-packages (from requests>=2.26->yfinance) (2022.12.7)\n",
"Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.8/dist-packages (from requests>=2.26->yfinance) (2.10)\n",
"Requirement already satisfied: pycparser in /usr/local/lib/python3.8/dist-packages (from cffi>=1.12->cryptography>=3.3.2->yfinance) (2.21)\n"
]
}
],
"source": [
"\n",
"import numpy as np\n",
"import seaborn as sns\n",
"import matplotlib.pyplot as plt\n",
"import cvxpy as cp\n",
"!pip install yfinance\n",
"import yfinance as yf\n",
"import pandas as pd\n",
"import string\n",
"import random\n",
"sns.set_context(\"notebook\")\n",
"plt.rcParams[\"figure.figsize\"] = (16, 8)\n"
]
},
{
"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",
"def Follow_The_Linearized_Leader(r):\n",
" T = len(r)\n",
" n = len(r[0])\n",
" x = np.zeros((T,n))\n",
" theta = 0\n",
" gradients = 0\n",
" for t in range(T):\n",
" x[t][np.argmax(theta)]=1.0\n",
" gradient = - r[t]/np.dot(r[t],x[t])\n",
" theta = theta - gradient\n",
" return x\n",
"\n",
"\n",
"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": "mgLtlwsiHX0j"
},
"execution_count": 5,
"outputs": []
},
{
"cell_type": "markdown",
"source": [
"## AdaHedge\n",
"\n",
"![AdaHedge.png](data:image/png;base64,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)\n",
"\n",
"Image source: https://parameterfree.com/2020/05/03/adahedge/"
],
"metadata": {
"id": "U0KID62dKOL4"
}
},
{
"cell_type": "code",
"source": [
"from scipy.special import logsumexp\n",
"\n",
"def exp_normalize(x):\n",
" b = x.max()\n",
" y = np.exp(x - b)\n",
" return y / y.sum()\n",
"\n",
"def AdaHedge(r):\n",
" T = r.shape[0]\n",
" n = r.shape[1]\n",
" if T==0:\n",
" return np.ones(n)/n\n",
"\n",
" alpha_squared = np.log(n)\n",
" lamda = 0\n",
" theta = 0\n",
"\n",
" x = np.zeros((T,n))\n",
" x_t_plus_1 = np.ones(n)/n\n",
" for t in range(T):\n",
" x[t] = x_t_plus_1\n",
"\n",
" gradient = - r[t]/np.dot(r[t],x[t])\n",
" theta = theta - gradient\n",
" if t==0:\n",
" delta = np.dot(gradient,x[t]) - np.min(gradient)\n",
" else:\n",
" delta = np.dot(gradient,x[t]) + lamda * logsumexp(a = -gradient/lamda, b = x[t])\n",
"\n",
" lamda = lamda + delta/alpha_squared\n",
"\n",
" x_t_plus_1 = exp_normalize(theta/lamda)\n",
"\n",
" return x\n"
],
"metadata": {
"id": "5Mx5BVJoAJwT"
},
"execution_count": 6,
"outputs": []
},
{
"cell_type": "markdown",
"source": [
"## Exponentiated Gradient"
],
"metadata": {
"id": "pqKlg-V6LWvF"
}
},
{
"cell_type": "code",
"source": [
"def EG_tilde(r):\n",
" T = r.shape[0]\n",
" n = r.shape[1]\n",
" if T==0:\n",
" return np.ones(n)/n\n",
"\n",
" x = np.zeros((T,n))\n",
" tilde_x_t_plus_1 = np.ones(n)/n\n",
" x_t_plus_1 = np.ones(n)/n\n",
" theta = 0\n",
" for t in range(T):\n",
" x[t] = tilde_x_t_plus_1\n",
"\n",
" alpha_t = (n*n*np.log(n)/(t+1))**0.25\n",
"\n",
" eta_t = alpha_t/n * np.sqrt(np.log(n)/(t+1))\n",
"\n",
" tilde_r = (1-alpha_t/n)*r[t] + alpha_t/n\n",
"\n",
" gradient = - tilde_r/np.dot(tilde_r,x_t_plus_1)\n",
"\n",
" theta = theta - gradient\n",
"\n",
" x_t_plus_1 = exp_normalize(eta_t*theta)\n",
" tilde_x_t_plus_1 = (1-alpha_t)*x_t_plus_1 + alpha_t/n\n",
"\n",
" return x\n",
"\n"
],
"metadata": {
"id": "ng12kUUuvTaS"
},
"execution_count": 7,
"outputs": []
},
{
"cell_type": "markdown",
"source": [
"# Online Newton Step\n"
],
"metadata": {
"id": "uk6f1yfFTPEw"
}
},
{
"cell_type": "code",
"source": [
"\n",
"def Smooth_Prediction(r):\n",
" T = r.shape[0]\n",
" n = r.shape[1]\n",
" if T==0:\n",
" return np.ones(n)/n\n",
"\n",
" x = np.zeros((T,n))\n",
" I = np.identity(n)\n",
" for t in range(T):\n",
" x[t] = Best_Constantly_Rebalanced_Portfolio(np.concatenate((I, r[:t])))\n",
"\n",
" return x\n",
"\n",
"def Modified_Smooth_Prediction(r):\n",
" T = r.shape[0]\n",
" n = r.shape[1]\n",
" if T==0:\n",
" return np.ones(n)/n\n",
"\n",
" tilde_r = np.ones((T,n))\n",
" x = np.zeros((T,n))\n",
" I = np.identity(n)\n",
" for t in range(T):\n",
" alpha_t = n*(t+1)**(-1/3)\n",
" y = Best_Constantly_Rebalanced_Portfolio(np.concatenate((I, tilde_r[:t])))\n",
" tilde_r[t] = (1-alpha_t/n)*r[t] + alpha_t/n\n",
" x[t] = (1-alpha_t)*y + alpha_t/n\n",
"\n",
" return x\n"
],
"metadata": {
"id": "SF4FW2jIgmNt"
},
"execution_count": 8,
"outputs": []
},
{
"cell_type": "code",
"source": [
"\n",
"\n",
"def Follow_The_Quadratized_Leader(r,epsilon=0):\n",
" T = r.shape[0]\n",
" n = r.shape[1]\n",
" if T==0:\n",
" return np.ones(n)/n\n",
" \n",
" x = np.zeros((T,n))\n",
" x_t_plus_1 = np.ones(n)/n\n",
" b_t = 0\n",
" A_t=1e-6*np.eye(n)\n",
" for t in range(T):\n",
" x[t] = x_t_plus_1\n",
"\n",
" A_t += np.outer(r[t],r[t])/np.dot(r[t],x[t])\n",
" b_t += -r[t]/np.dot(r[t],x[t]) - r[t]\n",
"\n",
" var_x = cp.Variable(n)\n",
" \n",
"\n",
" obj = 0.5* cp.quad_form(var_x, A_t) + b_t.T@var_x + epsilon * 0.5 * cp.sum_squares(var_x)\n",
" prob = cp.Problem(cp.Minimize(obj), [cp.sum(var_x) == 1, var_x >= 0])\n",
" prob.solve()\n",
" x_t_plus_1 = var_x.value\n",
"\n",
" return x\n",
"\n",
"\n"
],
"metadata": {
"id": "GUm7HxDSTS2r"
},
"execution_count": 9,
"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 = 5\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",
"#Log-normal returns\n",
"r = np.exp(np.random.normal(0, .2, size=(T,n)))\n",
"df = pd.DataFrame(data = r.cumprod(axis=0), columns = dummy_stocks)\n",
"\n"
],
"metadata": {
"id": "7LUPxfF6Xxq9"
},
"execution_count": 10,
"outputs": []
},
{
"cell_type": "code",
"source": [
"df.plot(logy=True)"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 503
},
"id": "m5sQPJ5duXlO",
"outputId": "09174d82-8a10-4e01-8239-54c153bfe603"
},
"execution_count": 11,
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
"<AxesSubplot:>"
]
},
"metadata": {},
"execution_count": 11
},
{
"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": [
"adahedge = AdaHedge(r)\n",
"df['ADAHEDGE'] = np.cumprod(np.sum(r*adahedge, axis=1))\n",
"\n",
"eg = EG_tilde(r)\n",
"df[\"EG\"] = np.cumprod(np.sum(r*eg, axis=1))\n",
"\n",
"sp = Smooth_Prediction(r)\n",
"df[\"SP\"] = np.cumprod(np.sum(r*sp, axis=1))\n",
"\n",
"msp = Modified_Smooth_Prediction(r)\n",
"df[\"MSP\"] = np.cumprod(np.sum(r*msp, axis=1))\n",
"\n",
"\n",
"ftql = Follow_The_Quadratized_Leader(r)\n",
"df[\"FTQL\"] = np.cumprod(np.sum(r*ftql, axis=1))\n",
"\n",
"ons = Follow_The_Quadratized_Leader(r, epsilon=1)\n",
"df[\"ONS\"] = np.cumprod(np.sum(r*ons, axis=1))"
],
"metadata": {
"id": "otkfi5GBYdFE"
},
"execution_count": 12,
"outputs": []
},
{
"cell_type": "code",
"source": [
"df.plot(logy=True)"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 503
},
"id": "FNar6WgjwqeH",
"outputId": "970e47c0-3f49-44dd-a506-47e3f331be0a"
},
"execution_count": 13,
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
"<AxesSubplot:>"
]
},
"metadata": {},
"execution_count": 13
},
{
"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": [
"bcrp = Best_Constantly_Rebalanced_Portfolio(r)\n",
"df['BCRP']= np.cumprod(r@bcrp)\n",
"df['UCRP'] = np.cumprod(np.sum(r*(np.ones(n)/n), axis=1))"
],
"metadata": {
"id": "5Ew-XL4GHWZ9"
},
"execution_count": 14,
"outputs": []
},
{
"cell_type": "code",
"source": [
"df[[\"BCRP\",\"UCRP\", \"ADAHEDGE\",\"EG\",\"SP\", \"MSP\",\"FTQL\", 'ONS']].plot(logy=True)"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 503
},
"id": "OW6ckYT2HfUP",
"outputId": "906c8172-a404-4be9-fdd4-0e857335f891"
},
"execution_count": 15,
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
"<AxesSubplot:>"
]
},
"metadata": {},
"execution_count": 15
},
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 1152x576 with 1 Axes>"
],
"image/png": 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Wlh70elVVO/7+wQcf8OKLLwLOOajXXXcd992375nuv/9+br311o6v77nnnk599XQ47v733l9DQwOzZs3CbDYzbNgwvv3228PqXwghhBBCiL+CqmYzAIEeLrjptVjtKinFDYzrRuK5ucC5Iu/4mCNLUgM8DGgUqGwyHVE/A1V3V/e9XVXVCFVVdaqqhuxJUFFVNVNV1Ymqqsbv+W/W0Q134LBYLHz22We8//77REdHM2zYMKxWK/Pnzz/g9fX19ezevZukpCS2bt1KWloa1157LdHR0VxxxRXk5eWxdu3aoxKr1WolJSWFpKQkEhMTMZlM5OTkAODj40NKSgrPPfccdXXH7zLWQgghhBBCHC6HQ+W77aW0mm1U701SPV04NSmEAA8DzyzJPGhRaH+bC+oI8zYS7uN6RPHotBoCPV2oaPwLJ6miq0WLFjF06FBKSkooKCigoKCAX3755YBJanV1Nddeey2zZ88mMTGR999/n/vuu6+jXUFBAY8++ughhwsfrpaWFm677TYCAgI49dRT8fDw4K677uL666+nrKys47rW1uNzqIAQQgghhBBHamlaBXd8mcKCrSVUNTsTwyBPFzxcdNx18lA2F9SzKqfmkH2oqsrmgrpuVVy7I8TLSMVxWkkdEEtBKYoyD3ikv+Poiffff58rrrii07HJkyfjcDgoLCxk2bJljB49mvb2dlxcXDj//PO57777MJlMfP75512qppdffjkjR47k1Vdf7db9984Z3SssLIyff/650zmr1Yqqqpx66qn89ttvaLXOFcSefPJJXnnlFU4++WTsdjsBAQH4+PjwyCOPdKt/IYQQQggh/ipUVeXtVXkAbC2sJz7YA3BWUgHmjI3g6Z8z+GlnGTPjAw/aT0l9O5VNZsZH+/ZKXCHeRvJrWmkyWTFoNR2rBTe2Wbn2w808cHpCryXEfU3pTlm6L+2dk5qfn090dHSncxkZGQwbNqw/whKHIN8XIYQQQghxvNpSUMect9bjZtDi527gpIQgFm4vZee8UzuuueOL7azMruaaqTEkhXtxYkJwl36+3VbCXV/tYMkd00nYs/DRkXhkUSoLt5cS5e+O3aHy1T8m4+Gi47mlmbyxIpefb5/OsNAjv8/RUFBQQExMDECMqqoFfzwvw32FEEIIIYQQ4iDeWZWHj5uem2YOpqS+ndSypo4q6l6nDg+hvs3Ki79m88SPGQfsZ3NBHZ5GHfFBnr0SV7C3kSaTjV2ljaSXN3HHF9upbjbzwdoCzhoZNmAT1O6QJFUIIYQQQgghDiCvuoVfMyq5elIU0+Kc+5FuLazvkqTOHBpImLcRAEU5cF+bC+oZG+WLRnOQC3ooxMvY8ffZw4JYllHFJe+sx2p3cOfsuF65R3+RJFUIIYQQQgghDuDnXeWoKlw1OZrhYd54u+rRKDB1cECn69wMOlbfdyI3TI+hpL69y0q/bRYbudUtjIrw6bXY9k9Sn50zioQQT/KqW/m/M4YRG+jRa/fpD7JwkhBCCCGEEEIcQGFtG0GeLh2V0+X3zMKg0+Dh0jWN0moUIv3cMNscVDebCdovicyqaEZVITGs94bgBu+p3MYGuuPnbuCNK8awdncNV06K6rV79JcBUUlVVXWeqqqKqqoKENPf8QghhBBCCCH+OioaTTz0XWrHHqh7Fde3Eenn1vG1n7vhgAnqXpG+bh3t9pdR3gxAYi/OE91bSU2O9AEgNtCDqyZHoxxsvPExZEBUUoUQQgghhBCit728LJumdhsPn50IgMOh8v7afM4cGUqot2vHdU/9nMH3O8qoaTET4euK3QEXjg2npL6dsVHd3zJmb0JbVNfG2Kh9279klDfh6aIjwtf1YE17zN1Fx20nDuGkYV1XEj7WSZIqhBBCCCGEOO6YrHb+tyqPVoudS8ZHMjTEk5U51TzxUwYFta08cd4IAHaWNPD9jjIi/VxZnFqBVqOg1ShsK6qnvNHUUR3tjr1JaHFde6fjGeVNJIR69nqV8+5ThvZqfwPFgBjue6yKjo4mISGB5OTkjj8FBQVYrVbmzZvH0KFDGT58OKNGjWLOnDmkp6f3d8hCCCGEEEL8JazIqqLVYkdR4LXluwH4cF0BAD/uLMdicwDw864K9FqFhTdP5fppMXxx4yT+NjmKlOIG7A61R9VPo15LsJcLxXX7hvs6HCoZ5U3H9JYwfU0qqUdowYIFJCUldTp25ZVX0tbWxsaNG/Hx8UFVVX7++WeysrJITEzsp0iFEEIIIYT46/hhZzn+7gYuHBvB/1bnMTM+kBVZ1YyP9mVzQT3Ls6o4dXgIu0obSAjxIsDDhQfPcv6uXtNsBvIBOs1J7Y5IXzcKals7vi6ub6PVYpcktQcGRJJ6OKv7Vjz1FOaMzKMSj8uwBEL+7/8Oq21OTg4LFy6kpKQEHx8fABRF4cwzz+zFCIUQQgghhBAHY7M7WJFZxTnJYdwyawhfbSnmnq93EOTpwutXjOGUl1bxW0YlpyQGs7OkkbNHhXVqP2a/eag9nUc6ZbA/r/6+m/SyJhLDvMgobwJ6d9Gk492AGO57LK/uO2fOnI6hvuPGjWP79u3ExcXh69v9CdZCCCGEEEKI3pNa1kSrxc7UIQF4u+m599ShuBu0vHnlWII8jSSGepFV0UxBbRvNJhsjw707tQ/2MhLu44pGodMCS91x3bRYPI06XvglC4D08mY0CgwN8ey15zveDYhK6uE43Epnb/vjcN+vvvqq0/n09HQuv/xy2traOP3003nllVf6OkQhhBBCCCH+Utbn1gIwMcYfgCsmRnHR2EgMOmeNbmiIJ19sKmZHcQMAIyN8uvQxMdaPlKKGjjbd5e2m5+ZZQ3hmSSaLd5WTUd5ETIA7Rr328B/oL2ZAVFKPJ6NHjyYnJ4eGhgYAEhMTSUlJ4fbbb6exsbF/gxNCCCGEEOI4tCillKve24iqqgBsyKtlSJAHgZ4uHdfsn2wmhHjSbrXz/Y4yXHQa4oI9uvT5yNnD+fSGiYcVz/XTYxgR7s2D36WyvahB5qP2kCSpvSwuLo5zzz2XG264oVNS2traeohWQgghhBBCiMO1cHspq3NqqGo2Y7M72FJQx6RYv4NeHx/sHHr7e2YV04YEoNd2TYu8XfU9Huq7l16r4cWLR9FmsVPTYpYktYeO2eG+A8WcOXMwGo0dX7/77rvMnz+fxx9/nPHjx6PX6/H19SUsLIz777+/HyMVQgghhBDi+ONwqGwrrAcgs6KZMG8jrRY7oyMPvkbM3iQV4LzR4UclrrhgT/5z4Qj++UUKY6NkvZqekCT1CBQUFBz03OOPP87jjz/ed8EIIYQQQgjxF5RT1UKTyQZAdkUzTe1WABJCD75QkbuLjkF+btS1Wpg9LPioxXZucjjT4wLxczcctXscjwZEkno4W9AIIYQQQgghxJbCOsA55zSzopmGdgtajcKQoK7zTPd37dRoVMDVcHQXNJIEtecGRJKqquo8YB6AoijR7N05VwghhBBCCCEOYWthPQEeBoaFepFV2URju5HYAHdcdIdOPudOPaZ2vvxLkYWThBBCCCGEEMes9LImRoR7MzTYk5zKFtLLmkiQhYqOaZKkCiGEEEIIIY5JFpuD3VUtJIR6MSrSB7PNQVmjiYSQg89HFQOfJKlCCCGEEEKIY1JeTQs2h0pCiCdnjAjl2j1DeMcMktV0j2UDYk6qEEIIIYQQQvRUZnkzAAkhXmg1Cg+fncg/ZsYS5GX8k5ZiIJNK6hH6+uuvGT16NMnJySQkJHD55ZcDEB0dTUJCAqNGjSIpKYkvvviinyMVQgghhBAD1bNLMvnb+5v6O4w+p6pqx9/bLDZqW8zdarM8s4o2i42Miib0WoXYQPeO85KgHvukknoEysvLufnmm9m2bRuRkZGoqkpKSkrH+QULFpCUlMT27duZMmUKs2fPJiAgoP8CFkIIIYQQA9LvmVXkVrdgszvQaf8adaTShnbOfHU1z144klOGh/Dvhan8klbBJ9dPZPQhhusuTavkH59sZUZ8ICaLncGBHuj/Iu/sr+KYTVJXf5VNTXHLUek7INKD6RfH/+l1FRUV6PV6/P39AVAUhdGjR3e5bvTo0Xh6epKfny9JqhBCCCGE6MRktZNT1YLdoVJU10Zs4KH39zxevLliNw1tVr7eWsKM+ECWplXQZrFz9fubeOeqcUwe7H/Adp9sKMTdoGVVdjUAl08c1JdhH3VqZQbq5g/RnPEkaI7uHq4D1YD4yEFRlHmKoqiKoqgcQ3ukjho1igkTJjBo0CDmzJnDyy+/TG1tbZfrli9fjslkIi4urh+iFEIIIYQQA1lWRTN2h3PY6+6qo1OEGWgqGk18tbkEF52GVdnVLE4tp81i59kLRxLsZeTq9zeSW931XeRVt7Bmdw03zRrMNzdN5ut/TObRc4b3wxMcPU3vP0/OAwux7VjS36H0mwFRSVVVdR4wD0BRlGi6kah2p9J5tGk0Gr777jtSU1NZuXIl3333Hc899xy7du0CYM6cORiNRry8vPjmm2/w8fHp34CFEEIIIcSAk1rW2PH33dUtnNKPsfSVt1bm4lBV/nPBSO75egdP/pSBj5ue88eEM3NoIJOf/o1vt5Vw76kJndptzK8D4OxRYUT5ux+o62Nee04BDquG5gXv4zv6zP4Op18MiErqsS4pKYlbbrmFX3/9FW9vb1asWAE456SmpKSwatUqTj755P4NUgghhBBCDEhpZU14GXUEe7mwu6oFi83R3yEdVVVNJj7fVMQFY8I5f3Q4sQHu2Bwqd5wUh16rIdjLyNQhASxKKeu0sBJASX0bWo1CuI9rP0V/9FkrnYl407pdqItug9rcfo6o70mSegRKS0tZv359x9clJSVUV1cTExPTj1EJIYQQQohjhaqqbM6vIyncmyFBHny7rZT4BxdT3tje36EdNYtSyjDbHNw8awhajcKyu2ay/aGTmTt13+/Q5yWHU1LfzqY9ldO9iuvaCfMxHteLS1nrnN/7tnINWQ/8SuNzN/ZzRH3v+P3u9gGbzcYjjzzC0KFDSU5O5owzzuCJJ5444OJJQgghhBDi+Gey2qlrtXT7+hXZ1eRUtXBecjhBnvu2TsmqaO7RfVvNNpaklveoTX/JKG8i2MuF6ADncF2NRkFRlE7XnJYUQpCnCw8tSuWc19bwfwud0+mK69uI8HHr85j7impuxdKk4jk6CrdxY9AFeFO1pBhH6k/9HVqfkiT1CERFRfHLL7+QlZVFSkoKO3fu5O9//zsABQUFJCUl9XOEQgghhBCiLz36QzrnvLbmkNeYrHZ+2FGGw6Hy5vJcwryNnDc6nLlTojk5MRiAsgZTj+776cZC/vHJNgprWw879r6SWdHM0BCvQ17j7qLjqfNHkF3Zws6SRj7bWERaWSPFde1E+h2/Q33t+TtR7RrcRicR9clnhL3wKjaTlrqXHoM/DH0+nkmSKoQQQgghRC9oMdtYlFJKSX07je3Wg1730rJsbvt8O9/vKGNTQR1XTIrCoNMwKtKHt64ci06jUNrQdtD2RbVtHXM1v9lawkfrC9he1ABAfs3ATlJtdge7q1tICPH802tnJwbzxhVjWHjzFLyMOv6zOJOaFjORvsdvJdWanQKAPta5YJTb+Il4jIqhbks9juwV/RdYH5MkVQghhBBCiCP0xord3PVlCm0WOwAFB0kWd1e18P4a50YWb610LogzMcav47xWoxDibaS0/sBzUlNLG5nx3HK+3lKCqqo8tzSLZxZnsrWwHoDC2oMntwNBQW0rFpuDocF/nqQCnDEilNGDfLlqchSrc2oAiDieKqkOO6z7L+xeBg4HltwsKj3d+Hr5Giwm578B/3/+H3azloa3n+7nYPvOgNiCRgghhBBCiGNVTYuZ55ZmoargZdTRZLJRUNvKqEifTtdZ7Q7u/ioFN4MOf3cDmRXNGLQaksK9O10X5uNKacOBk9QNebUAvLwsm7hgDyqanMOCW/ckxwM1Sd1R3IDfnmcGGNqNSur+zh8dzuvLnUn98VRJtS54gKLnv8XF24ZvsifmUqj38KK+poai1J0MGTcR18lTMQ7ypWFdPn7tDWD0hj/M4T3eSCVVCCGEEEKII7A8swpVhVcuTWbhLVNRFNiUX8fNn26lqmnf3NK3V+ayo6SR/1wwghMSggBICvfCqNd26i/Cx7VLJTWzoonPNhaxpaAeo15DWaOJf36RgqKAm8HZXq9VKKobeMN9bXYHV7y7kdNeXsX/VuWh1SgMCfLoUR9DgjwZHuacxxpxnCSpjo3zKXn5G2wmI231fhT9YKN2mw2Tp/P58rdvBkBRFLzPPgtzg472Z8+m7V+JYO3ZnOVjjVRShRBCCCGEOAK/Z1YR4mXknFFhKIpCmLcrX2wuxu5QCfdx5d9nJqKqKp9vKmZ6XACnjwhFURTeW5PPuGi/Lv2F+7pS0WTCaneg12qoaTHzt/c3UdlkxkWn4fSkENxcdHy2sYhRkT5E+bmxJK2CybH+FAzASmp2ZQstZhvheyrEl08Y1CUx747rpsUwf10BQZ4uRyHKvuXIXEbJ/Y9iqjMS/vKzeJxwEs2/LsPR3oZt00ooKiB/+1ZUVUVRFDwvvo7K1z+m8MtqVBXirlyBbtRp/f0YR82ASFIVRZkHPNLfcQghhBBCiIHl4w2F1LaYuWN2fH+HckAWm4NV2dWcOzq8YxuV6AC3juG6n28q5raT4sipbKa0oZ27T3E+x+TB/gwP8+L0pJAufYb7uOJQoaLRRKSfG88uyaS+zdoxlHhstB9XTBhEpK8bIyOc+6teMXEQyzIqWZ9Xi8OhotEMnOGgKcUNAHx6/cSObWcOxwVjIrhgTEQvRdW/Gj99j9ZyIyHzHsLrtDMA8D7rTACaly7E4OpKc20179w8l9nX38zgsRNxGx5DW5pzPnPb8h/wOo6T1AEx3FdV1XmqqiqqqipAzJ82EEIIIYQQfwlfbCriv7/vprJpYA5vzK9ppdViZ8J+FdFof2ciduaIUFrMNr7dWsIPO8px0Wk6tpjxdtXz0+3TGT3It0ufYT7OhYH2JrrbihqYERfIDdNjAZgQ7YdGo3DTrMFMHRJAsJeRibH+RPm7Y7E5qGw+vHe1tbAOq91xWG3/qNlk7UhOU4rr8XXTE+V/fAzT7Q3t2floXRV8Lrms03GLqZ325iZGn3YOky64BKO7Bz+9+jy1JcWEvvI/Bs2fj6KF9m3b+ynyvjEgktRjVXR0NKGhodjt9o5j8+fPR1EUXnvtNerr67nssstISkpixIgRJCcn8/vvv3dc5+PjQ3JyMomJiVx44YXU1dX116MIIYQQQgw4DodKbnULdofKF5uK+zucA9pd1QLQaY5lfLAnigL3nDqUhBBPvtlWyncppcweFoynUf+nfQ4N8cSg1TDv+zRKG9opqGllaIgH/5g1mAX/mHzQRYf2JoEFNT0f8ptW1siFb65nwdaSHrfdX2FtK4/+kMaU//zOea+v5aP1BaQUNzAq0qej0izAXFqPS3jXd9JUXQVAQOQgpl5yFRc88CharZa1X36MISIc90kTcY3xp213Ddht/RF6n5Ak9QiFhYWxdOnSjq/nz5/PmDFjAHjwwQeJiIhg165d7Nq1i99++40hQ4Z0XDt79mxSUlJITU1FURSeeOKJPo9fCCGEEGKgKmtsx2R1oNcqfL6pCFsvVfl60+6qFhQFBgfuS1IvGR/JdzdPJSbAnbNHhbGrtJGGNitXTY7qVp/BXkbemzuOvOpW/rVgBzaHSnywJ3qt5oBzWPeK8nNWcA9n8aTfM5zJ0frc2h633d9Di9L4ZEMhM+IDmRkfyMOL0siubGFUhM8R9Xs8UetLMdcpGAdHdzm3N0n1CnRW3D39Axg+6yRyt26irakRALcxozDVa7Bv/7bPYu5rA2JO6uFYPv8dqgrzjkrfQVGxnDD3xm5dO3fuXObPn88ZZ5xBXl4era2tjBgxAoCSkhJmzZrV8QmJv78//v7+XfrQaDSceOKJ/PTTT733EEIIIYQQx7i9Vcq/TY7m3TX5/JZZxanDu87h7E+7q1uI8HXF1bBvISCjXtux/cxZI0N5bmkWCSGenfZD/TPT4wKZPNifldnVgLM6+2fCfIzoNEq3t6H5anMxS9IquOWEwSzPciZHm/LrOhbrORwl9W2cnBjM65ePod1i57NNRbSYbFw2MfKw+jseWbb/jupQcEkaBUBtSTH1FWWExSfQWF0JwJafazkz1oFWpyFp1sls/WkRGauXM/bM8/C44HpqvvqduhcfIfCDM8ClZyslHwukknqEZs2axa5du6ivr+fDDz/k6quv7jh3++2389hjjzFhwgTuuOOOjqG+f2Q2m/n+++8ZPXp0X4UthBBCCDHg5VY7K4I3zogl1NvIpxuL+jmirnZXtTAk8OBJQpS/O3edHM/DZyf2OPGbGR8IgFajEBv45wsO6bQaInxdu5WkqqrKGyt283tmFXPeWs/24gbCvI1UNJkorjvwHq3dUdloItjLCICrQct102L45+w4gjyNh93n8ca0fSMAxvGzKElPZf49N7Poucf58J5byFizAo1WT1GGieoi556yAYOiCY6NI3PtSgBck0fjdcJEalNULCs+6rfnOJqO2UpqdyudR5uiKFx88cV88cUXfPHFF6xbt46tW7cCcNJJJ1FUVMTy5ctZs2YNF110Effeey/3338/AMuWLSM5ORmAqVOn8sADD/TXYwghhBBCDCi/pFWwIqsKHzc9gZ4uXDI+kpeX5VDVbKKhzUqUvxsuup5vY9Kb7HvmzE4b0nWk3P5uPynusPqfOTQQfoToHjzrIH93Crsx3DerspmC2jYePHMY6WVNLNpRxr9OS+COL1PYkFfLoMNY5KjZZKXVYifESxLSQzGnp4EGlNgElj50D95Bwcy+7maWz3+HmsIC/MIn0NKsUJbTQEisNwBDxk9i7Zcf09pQj7uPL4H/epim5WfSsm4Dfqfe3PkGpkYcn/8Nzez/g8gJ/fCER04qqb3gb3/7Gw8//DBJSUldhvN6enpyzjnn8Oyzz/LGG2/w2WefdZzbOyc1JSWF119/HXf3w1+SWwghhBDieFHe2M6NH29ldU4N3q56FEVh/J65mJvy6zjjldV8PgCqqkV1bVhsjk6LJvWm2AB3YgPcGdmD+ZzR/m4U1rahquohr1uSWoGiwDnJYbxw8Si2PXgy54wKIybAned+yaKsoefV1L0rMId4S5J6UKpK2+4ytOFefPPsYzRWVnLKjbcTPWoMc198k1s/+BLP4FMAKMtp6GgWO2Y8AFnrVlFXVoo+OgZFB9aSrgtdWVZ+SPYLGTSv29Ynj3Q0SJLaC2JjY3nyySd56KGHOh3/9ddfaWpqApxDKrZv305MjOywI4QQQghxKJsL6gEI8HBhzp59MfcOd12cWoHNoZJZ0dxv8RXXtfH5piIe+T4Ng1bDhJhDV1IPl6IofPH3STx67vButxnk50azyUZ9m7XLuRazjdkvruSXtAq+217KuChfgjyNKIqCt5sejUbh7avG0m6xc+k7G9hd1bN3XNFoBugY7iu6cpRlYKpWKIuJojwni7PvvJ9BSSMB5/dbo9XSXOtM9stzG3E4nB82BEbF4OkfyPIP/8dH996CqaUZg68BS0XX3UGavvkc1abBZcqZffdgvUyS1F5y4403dgzd3Wvnzp1MnTq1YwuarKwsXnvttf4JUAghhBDiGLE5vw53g5YND5zIbXuGyoZ4GXEzaFme6VzgJ6+m5yvY9pZnl2bxwLe7WJVdzSPnJBITcPRGwwV5GvHqxrY1e+3do7Wwtuv7SSttZHdVC//8IoWC2jbmTulaPIkP9uSj6ybQZrFx62c924uzvNFZfQ39q1RSVdX5pwdMy79BdSg0+gTi4edP3MQpnc477A5aG8x4BRixtNtIX1MGOBPYUSefjk9IKHabjZL0VPRBPlhr27G+dSG2L29xdlCXT9OOalwHB2GIPHYXqzpm56QOBAUFBQc8Pn/+/I6/33333Qe8Zu7cucydO7f3gxJCCCGEOMZtLqhjTJQvOu2+eoqiKMQEuJNW5hyllt9PSarV7mBFVhWnDg/myklRTBsS0C9xHMzevVILa9sYPci307msSmdltN1qJzbAndOSDrxS8phBvlw1KZqXf8umzWLDzXDglMFktbM+t5ZZQwNRFKVjuO9fpZJq+eFp2hd/jPd/d4DO0K02bZvWAVBvcxAUHdvlfEuDGVWFUSdFUrCzhpWfZVGwq4YZl8Qz8fyLGXf2+bx27aUUpe0kKSKU1sxKCt/diVafQvTkzZhXfY25UU/wjZf06rP2NamkCiGEEEKIAaOx3UpWZXPHHNT97V+xrG4202K29WVogDOBbjbZuGBMBNPjAg97q5ajJdLPDa1GIecAQ3WzKprxMuq45YTBPHZuElrNwWMfFuqJqnLIYdULtpZwzfzN/LizHICKJhM+bnqM+v5d0KpP2MxUvvYhZcvBuuPXbjdryyhEF2SkvqKMwKiuleyWOmei7xPsxpm3jmLiubGUZjew/rtcALQ6PeFDEylO24khejCqXcHaosNUb6Dxxdtp/P4n0IDX+Zf2znP2E0lShRBCCCHEgJFS3ICqwrgo3y7nYvds9RLg4QJAQT9UU3/LqMKg0wy4CupeRr2WuCCPjorz/rIqmkkI8eLeUxOYFnfo+IeFegGQUd61n722FTrnDj/1cwYPL0rl1/TKv8zKvuZf3qGlyJnkt/3ybbfaqHVFtJfbsQwdjMNuJzDKWUlVVZWitFqa60wd81E9/YxotRrGnR5N/PhgClNrsVsdAAxKGkVtSRGW8H2VWENYAFXLa2nMtOE5fhg6v+7vyTsQSZIqhBBCCCEGjB3FDSgKjIjw7nJu8J7Fk05ODAac81IzK5pYuL3rCqdHg6qq/JZRyeRYf9xdBu6sueFh3l2SVFVVyapsZmiIZ7f6iPB1xdOoI/0Aye5eKcUNRPq5Utlk4tONRVQ2mbHaHUcU+7Gi/osvUTQKGheF1i0p3WpjWv0dDpuG1ughAARFx+BwqPz+YQY//HcHP7yaQn2Fc49bT799yX5sciBWk53iTOciSYPHTgRgd7MzoXUJcSf8rfdwOPTYLRp8/nZTbz1mv5EkVQghhBBC9AtVVbtslbKjuIEhgR54HmCxoNGRvni76rlkfCSK4lwI6MaPtnLnlzvYmFd71OPNq2mloLaN2cOCjvq9jsTwMC+qm81U7ZkjClDWaKLZZCO+m0mqoigMC/E6aCW1sc1KXk0rl4yLZPvDp7Dy3lkYdBpOGX7gea7Hhf3+rbbn1uAW64v78EG05jWjtv75v7/2tcsBaPQKQO9ixCc4lMz15WRuqCB+QjD1lW1sXVKIu7cBnWHfkOmIob4YjFryUqoB8I+IJGrkaHZt3ggerniePQdjfDxhz7+E9zln4T7zxF5+8L4nSaoQQgghhOhzFpuDKf/5nY83FHYcU1WVlOIGkiN9DthmkL8bOx45heRIH5IjfXh7VR5FdW14GXU88n1ax3YdvaGhzcL2ovpOx37LqATgxGHBvXafo2F4mHOo7v7V1Iw9fx/WzSQVnPNSM8qbKalv63R8ZXY1j/+UDkDyng8OInzdSHv0VP516tAjDX9AUusKaPpHLI60paj1pZjrwSUuBvcTT8PWrsW04BlnElu4HhoPUNl3OGhLzUHvraeipJjQuKG0t9jYsCiPkFhvZl+TyMzLhjLqpEjOum1Up6ZavYbIYX4UZ9R1fKgz5vRzaK2vQ/vcMwTc7lyo1evUUwh79jkU7bE/J3hAJKmKosxTFEVVFEUF8vs7HiGEEEIIcXSlFDdQ3mhiSWoFP+4s47bPt/PMkixqWy2MOkiSur/5cydw1shQrpoUxX2nJ5BZ0Uz+AbZdOVzPLMnkorfWU9Ni7ji2LL2KYaFehPu49tp9jobEPUlqamljx7GdJQ1olH3nuuOyiYPQaxUueXtDx3tQVZV536exYGsJigIjI/cNy9ZrNQNuIane0vrx05SuNNLw4ZuYtyxDdSjY44dTPTQZjVFLzScLMT9/EmX/uJSm525ATV2E4/1zoWIXAPZ182kttqIflUh1YT7+EXF89eQmLG02pl8Sh6IoJM0IZ9pFcQREdP0gIXyoLy11ZppqnNXxiGHOvXMbmhpR9N3fouhYMSCSVFVV56mqqqiqqgBdl7kaoKKjo0lISCA5OZnk5GTOP//8jr8risLIkSNJTk7m1FNPBaC+vp7rrruO2NhY4uPjmTx5MsuXL+/ob/78+cyZM6e/HkcIIYQQ4qhzOFQyK5pYs7sGgK2F9Tz5Uwa/plfw1krnCqajB/n8aT/ebnpeu3wMj5+XxPAwZ6KUV907SarZZuenneXYHCpL0yoAyKlsZlNBHWeNDO2VexxNnkY9gwPd2VK4rxK8o6SR+GDPg24ncyAJIV58ev0kqpvNzNtTqc6qbCa/ppW5U6J5+8qxPdrD9Zhlt1L/8woAWlKyMW1zbiOzrrSWH15/AbcLz6KlWEfee+U05rtRtyqf2tdfIvuFTOruORPKUqh++VkcNg3mcy5DVR1YrcG0Nlm48F9jCYr68w8Owoc6FxIrzXZ+Tw2ubhg9vWisquhyrcNhZ9vi72ltqO9y7lgxcGd8HyMWLFhAUlJSl+OKorBu3To8PDw6jl100UWMGDGCnJwctFotK1eu5IILLmDt2rUkJCT0ZdhCCCGEEP1iSVoFN3+6DU8XHXqtgtnmoLzRxCuXJjM2ypfdVS0dSWd3xe5ZUCm3uoXZahAvLcthUowfUw5zBd6VWdU0mWwYdBp+2lnOFROjeH9tPi46DZdNGHRYffa1aUMC+GpLCellTeTVtLCzpIFTEns+X3REhDe3nDCEl5Zl89OuciJ93VAUuOWEIQR6uhyFyAcYmwXLJ7fQUqSg6BTayuwYtm2iycNAYU4WAOYTz8C7xY7LkKGY1/9M08Z01J2lqA4dlVvc4YELqE8z4HP6TPJam1A0GizmAHyD7QQO6t7wa98QN9y8DOSlVBM5zA9PPyPegcE0VlV2ubZwx3aWz38HT78A4iZO6dXX0VeO2SS14YdcLGVHZ9lxQ5g7PmcP7tU+V61aRVZWFosXL0a7Z5z4zJkzuf7663nqqaf46KOPevV+QgghhBAD0bpcZwW12WzjiomD+GxTEa56LScnBuNm0BHh69bjPr2MeoI8XcitauGHneW8+lsOS4M9WXLH9MMafroktQI/dwOXjI/k7ZW5PPFjOt9sLeXCsRH4uRt63F9/mDokgA/XF3LJO+tpNjn3k91/aG5P3DRrMD5uejLKm/hiczETY/z+GgkqYP7xBYpeXonG4ELg3/9G5avv0ZjeRtHgCFzc3LG0t1NZWsTUZ54DoNFoonFdBqZaHb6nT6B5QyqVG0Fj0BD4wOOsfuNFgqIHU1dmIXSIT7fjUBSFyEQ/sjZU8FnmBuY+MxXv4BCqC3KpKSpAb3TFO8g5Vzp15W8YPb2IHTv+aLySPjEghvsey+bMmdMxxHfp0qUHvW7nzp2MHTsW/R/GjE+aNIldu3Yd7TCFEEIIIQaELQX1DA/zYtqQAK6eHM3M+EAuHhfZo2GoBzI40INdpY08/mM67gYtWZXNbMirO6y+cqtbGB7mxXXTYhgzyJd31+QzLtr3mFoUaGKsPxoFmk023PasFDsqwuew+jLoNPxtSjT/uXAk39w0mecvGvXnjY4TjUtXYjNriPrqG7yvvBFFq0FV9bQEhxEan0BAVDRl2Zkd17tOO73j7+4nnEbgbf8EwP/auSi+PpTvziZkcAIt9WYCIjy63O9QZl42lBOuSsBmdVCcUY93UDBN1VV88595LHjiQawWM6aWFnI3r2fYtJlodcfuUOxjtpLa25XOw3Ww4b5/9Mfl1fd3vE4wF0IIIYTYX2OblazKZu6cHc/tJ8UBMP+aCb3S9+Agdz7Z4NwG5JPrJnLb59v4eEMBkwf797ivkvp2TgnzIsDDha//MZnU0iYSw7zQao6d39m8XfWMi/Kjvs3CM3NG8uWmYhJ6sLLvwYyN8uuF6AY4hwMUBRQFS1kNBh89xqHxAER//TUaX1+W3ncr0WEReAcGk7FmOQ6HHY1Giz46Fq1RwW5ScZt+Ghpvb/SxQ3EbN5aK/FxsFjPuftEABEb27Puhd9GSMCmEdd/spjCtloDQYOw2Gy21ztEJGxZ8jpu3D3abjeEzZ/fqK+lrx2ySeqwZNWoUzz77LFartVM1dcOGDUyZcmyOFRdCCCGE6ImtRXWoKoyP7v1EJzbAWZVKjvRhWlwA5yaH8/mmIlrNNtxduv8rb5vFRm2rpWPYsaIojIg4vGGy/e2tq8aiqir+Hi6MGeTb3+EcG6zttNw/DpeJZ6C/+DksNa3oA53/XttbmjEOG0ZzbQ02sxlXz0BaG1Us7e2UZqQROXwkiqLgNiYZa2U1Wl/nO3efNBGA0sw0ABRtGFBNQGTPKqkAGq2GyEQ/ilJriR25b7/emOSxbP7hW4wenkQMSyI4ZmAU9A6XDPftIzNmzCAuLo5//etf2O12wDlP9dtvv+X+++/v5+iEEEIIIY6+DXl16LXKQfdBPRLDQp0rpF43zblRxGlJIZhtDpZnVdFssrKloHtDf0vr2wGI8B3Y28x0h5+7AX+Pv8bc0d5i/vkVin+2U/rqQtSynVibHBjCgqkpLuStG69i9+b11JeVApC1yUzGBjfcvH3Z8O0XHX2EvvwWkR9/2aXv0qx0fEJCaagADz8XXD0Pb35zVJI/bU0WHHZnJdY3LILTb7sHV08v2psaGXf2+YfV70AildQ+tGDBAu6++26GDBmCw+GgpaWFHTt2EBER0XHNzz//3Onra665hscff7w/whVCCCGE6FWrsqsZF+WH6545kr1pUqwf3986lRHhzqrn+Gg/AjwMPPlTBvd8vQOT1cGiW6b+6R6sJcdRkip6oLEEy4c3UbMkE1Qd7TV66uddg8OqwRAdw7alP+Gw28jduong2CEANNe5omj0JEw9k20/fcLaLz+mJCONweMmMu6szomi1WKmOG0XQyZMoSS7npiRh7fyNMCgROcQ9toyDVq9nphRY3D18OTM2//F7i3riR197C6YtJckqUegoKDgoOcONAfVz8+PDz74AICmpiYuvfRS/v3vf/PBBx+g0WiYO3cuc+fOPUrRCiGEEEL0n6omE5kVzdx32tHZdk9RFEbutzCQVqMwZ2wkn24o5OTEEH7YUUZWRfOfJ6kNe5PUnq8yLI4Bdiv2hfegGXMBSuzMjsPN/3uQknd3Azp8z51N2+ZNVK1tADSoUUNIX/I7AEWpOzAYXVE0Bly9fTE1W/GPnMTgcTls+NZZPbXbrF2S1JyN6zC3tRI+dCK5O9qIGHr4w6/dvAwERXlSnNHIJfP+g29oOACDkkYyKGnkYfc7kMhw337i5eXFzz//zIcffohGI98GIYQQQhzfVuc4F3eZHnf4FaSeuv/0BHbOO4WXL0nGoNWQW93yp21K6tswaDUE9vEwWUfK1zh+f75P7/lXZN38PTnzllB28zWou5c7D5pbqPtxLTpvAyGPPUrgg0/he/EcVLsGFViTXYjV1M7wmbNprqkmP2ULWr0f4XE+6F20NFZZOPeeB7n44acYNm0WNUWFqA5Hp/vu+m0pPsGhWK3OvWojEo5sXvagJH8q8xvxDY3F6N7zua0DnWRHQgghhBDiqFufV4ufu4HEPXNH+4qiKGg1ClH+buRWt/7p9SX17YT7uqLpy5V87TbKH3yYwofegUPsCCEOg90GdmvHl80LP0a1aWgqcKHmBeeUOtOCx2mr0OF30fn4XnwxWk9PPC++HjRQ4ufJ7vRUZlx5LePPvRCAhopyFM0gPP1d8Qtzp7as1bmP6fCRRCSOwGo2sf6bL/j033dRkZtDQ0U5JRmpJJ1wMmU5jfgEu+Huc2QfgkQN90dVoTSr/oj6GahkuK8QQgghhDjqcqtbSAjx7Nvkbz+xge7kVHWnktp+9OajmpvB3AJ6V9g6HybfAlo9ti0LacpVAQ2Oqjw0wcf2yqwDSetzF2PJ2on3FdehGX4mzRszMAS6o3XV0Zpehn/GYspfX4DGxRXva//Z0U7n54vn1LG0VFZidPdg/NkXoKoqI2efhod/KFuX+uDlb8Tc6k7BrpqOdoFR0QBs+PYLVIeDLx75F3ETnDt5JEybSdqz2UQl9XxbpD/yC3UHoLG6/Yj7GoikkiqEEEIIIQ7K7uidyl5+TSsxAe690tfhiA30oKi2Davdwdsrc/l2W8kBryutbzuyJNVhB5v5gKda/3sjtbdMpfW/15J96xtYN34HQMNHb4KqgKpg2b7y8O8tOrPbqFiYSsV6Pbvv/oCya86mrVLBc+YkXBPjMdVAzWP3YqozEPr0f9D5dZ4nGvrS29hHj8E7OBRwVuVPvuFWYpJnoygKnn5G/MLcaW+20tZkASAgIgoUBdXhYPw5F6LTG8hcu5KIYUlodd60N1sJHHTkowkMrjpc3HQ015mOuK+BSJJUIYQQQog+cKBFFQe63VXNJD68hE353du+5WDqWy00tFn7N0kNcMfmUPlpZzlPL87k+aVZXb4n7RY7NS2WI1o0qe3dO6i7eXzXYbsOB9U/bKNqswuln6ZiN2lp27AKtaGEho3F6HyMAJh3bTnse4vObBmrsDRq8Zo+Creps2ipD0If6If3tffgOmEqql2hbocNj5GD8DrjLMD5c7pt8Q+U785C6+FOU0Md3sHOeaQVeY047I6OxNDT39gxt3TXCueHHnqjEZ891yefeiaT51wGQMLUmVQXNQMQOMizV57Pw88oSaoQQgghhDg8T/yYzoVvruuUFH2/o4yKxoH9C+ayjCrMNgfz1+UD0Nhupc1i63E/+bXOuaD9XUkFePC7VADKGk2klTWxtbCeYQ8t4a6vUsipciYRR1JJrfn6dypXW3BUZHU6bi/YQnuVc6iz3ezcgseclU3bF89jbdEReMs/QAPmnN09v6mqOv/UFx523MejtmWLAPC75kYi3niH+I2bGbJqHS6xsbjO2JOUOhS8L7oS1eGgcFcKmetWsXz+23z79DwaKsppqq7CJyiYspx6vnl2K5kbKmiu3ZOk+hkJiPBg8JggUn4r7qimRo0YTfSoMXgFBDH6tLM58/Z7STphNlVFzSgKBET0zkJHnn7Gjlj2p6oqOZsrsVnsvXKf/iBJqhBCCCFEL6trtXDZOxvIrGgCYHNBHduKGvg9s4pmk5WyhnZu/3w7b644jISkD63d7Zxr90taJVe/v4nRj/3C3z/e2uN+8vcsWBTdj0nq8DAvZsQHMjjQnefmjESjwK/plazKrqbdaufbbaX893fn9+NwklR110IcOxbRVmYHVcG0+sdO59uWfAmqQui/7yZk3iO4BBowF5VT//0vaIwavC6ei0uAC+biikPfp76YpttH4dj4EQDtb/yNtidPwfzt41T8bQZqfWmPYz8eqJlLsH19t/MLazvNd4yg8aefUHRgHD+907VNNVVoQ8PQeejQGDR4nH0Ru5b/yoInHuTnV5/DLywC1eHg+xeexGG34x0cyq6VzvdaklFHc50JFzcdBlfn8j4Tz4nBbnWwdUkB9RWtTLn4ei544FEANFotCVNnotXpqSlqxifEHb1L7+wT7OnvrKSu+DSTDYtyO46XZNTzy3tp5G6r6pX79AdJUo+Q2Wzm7rvvZvDgwSQkJDB69Gi+++47AFasWIGiKDzzzDMd169YsYJx48Z1fP36668zYsQIRo0aRUJCAvfcc09fP4IQQgghetlH6wtYn1fLbxlVqKpKfo0zSbvp022MefxXPlrvrHitz6vtzzBZnVPNzOeWU9PSdQ6l2WZnc0Ed0+MCsDlUdhQ3MCzUiy0F9T2ep1pQ24pWoxDZj3uPGvVaPrp2AotuncZF4yIZG+XLr+mVpJY2MiTIAy+jjlXZ1UDP90hVy9PJv/5eCm+6C9XurJa2b1iFY8mjtNw3HkfOSlrXr0fRgtfFV+F76aW4RAbRXmaiucCB90mT0Li44BIRSHu5iZZ7k6HtwEOs237+hNJfLBTfOw9H2hIqv9hE8ZdFVL7+EfXZbpg3Lzui99TvCtfD9k971EStyqT0tlvJffxH1NpCrKmrKFlio6VYj9uQYBS9vuPapuoq3rv9RlZ9+j7+N91O4D/vQDEY2PrTd/iFRTB08nTO/Oe/SDrxFKqLCgAweviTt70aRYHS7Aaaa014+hs7+vQNcSdhcgipK0v5bN5GVnyaiaJ0XiBMVVUqC5sJ6qWhvuCspFpNdtLXlLF1cSHFGc5/MzuWF+PqqWfI2OBeu1dfkyT1CN18882UlJSQlpZGZmYmH3/8MbfeeiurVq0CIDQ0lJdeeomGhoYubTdv3szLL7/M6tWr2bFjB2lpaVx99dV9/ARCCCGE6E0mq70jCc2ubKahzUqTycaYQT4MDvRAVeF/q/P2nG+huvnAi+wcbRabg0cWpVFY28bmP8w5tdkdfL6xCJPVwVWTovj25iksv2cW106Nod1q79Z+o/vLq2klwtcVg27g/Op5cmIw6eVNbMyvY2S4N8PDvDHbHIe1R2rja/+HuVGPqc6AogGdp5aGNenk3PsZxYtaqH/jGVqza3AbHIDGxdm3S1ycc9ivQ8H3hrupLSmmMXkadpOW4h/MmNb+cMB7mbZvBqCtyoW6V5/CVKvisGpoLXMmYuaMHUfwVvqRqmL96EbKb7qEwn8+hKNoe7eb1j99G83FehwWDaaVCzFtdO5/6nvBWZSfdQnL57+D3ebchiZ99XIcdhtbf1pE6+RJ+F13A/k7tlJXWsykCy7hrDvuIyg6liHjJnb0n73ZBCoknzyItiYLpdn1eAd0rraPPzMG7Z5/37VlXbc6aqhso73JQugQ7x6/moPx9HMmyqoKBqOWFZ9mUlPSQmFqLcNnhKPVD5yft546ZregWbx4MRUVhx4OcbhCQkI4/fTT//S6wsJCvvzyS4qKijAanf9IkpKS+Pe//82jjz7KQw89RFhYGJMnT+aZZ57h6aef7tS+pKQEb29vPDyc49K1Wi0jR47s/QcSQgghRJ/5ZlsJda0WgjxdyKpo7piPefOsIcxODOaGj7bwa3olsQHu5NW0sj6vlnNGhfV5nB+uKyBvT4U3paSB00c4VzBVVZW7v97BopQyhgZ7MnVIAO4uzl8ZR0Q4f8HeVdJIfHD3KkJWu4OUogaGhvReBak3nJwYwlM/Z9JitpEU7o2fu4H1ebWE+Rh7tE2O2lJLzdI0jBH+aHwC0Hq4odgaadpShN7fDa3DRuO6bCyNenzOm9TRzmXkOPhyOa4x/rgkJPLtQ/fSWF3JVW+8SNHNd2FOS8F48t+63K89pwC9tw6Nq576TRWodi0aFx0Oqx0cDiy5A3sIeReqCoqCbfGTFL6yHGu7BzhUWr96Dc973utW+8bNxRgC3LDUtNO2fhWOtnZQVAL/7xG+vfPvtDc1UlNSxDl3/R/pq34nNG4ojVWV7Ph1MZGJI9j643d4+PkTP3nfsOCwocNw9fTC1NpKwS4TE88ZTNz4YLb/UgTA+LNiOoXh6Wfk6qemsOmHfDLXl6OqaqdqallOAwDh8Z1XED4Se6u5Wr2Gk68bzk+v7+Tb57dicNGSNCO81+7TH47d9HoA2LVrF0OGDMHPz6/T8UmTJrFjx75PsR588EHee+89ysvLO113yimnoNPpiIqK4vLLL+edd96hra2tT2IXQgghRO9zOFTeW53PiHBvLhgTQW51C7srnVXH6ADnENI5YyMAuGZaDJ5GHetz+37Ib05lM8/9ksXsYcGMivAmpagBcCaob67MZVFKGbefFMfP/5zekaACDA70wFWvZVdpY7fvtXBbKaUN7Vw+YVBvP8YRiQlwZ0iQs1AwIsKb4eHObUF6OtTXsnkp1hYdvnPOZtBX3xP8zifoZp0JWg3hr76N54QkzI3OKqf7GZcCYLWYKTD4gkGH3z/uoKm6irLsDFrr61BGOqeFWfLzut7MbsVU2oIxOgj3UcOwtTvnNka8/l+iPv4YvZcWS8nRKeIcDWpdPq33JOH4+RHKnv0Am1lP1Mcfo3XX0fjbOnA4ujZyOKB4c8c5tbYQcx14TEhE76unPT0XU24pLgFGqspLaW9qJH7SNIrTdvLubddRX17KiBNPJXxoIpW5OVQV5FGUuoPRp52NVrfv37pGoyVxxgm4+0aiM+gYc1oU3oGuJE4P45Trk/AP77r4kdFdj0+wK1aznfZma6dzpdkNuHkb8A7qvT1491ZSQwd7Ez0igOgR/lhNdk6am4i7d89GAww0x2wltTuVzqOtu0vJBwcHc+ONN/L4449z8cUXdxx3d3dn/fr1bNmyhdWrV/Puu+/y+uuvs3nzZgwGw9EKWwghhBBHyW+ZVeTVtPLqZaNxOFSsdpXlWVVoFIj0cyY/Jw8L5pVLkzl1eAhLUytI7UHC1xtUVeWBb3fhbtDy1AVJvP77br7eWoLdoTLv+zQ+3lDIGSNCuOOkuC4VRa1GYXiYV7djVlWV11fsZmSENycNCzoaj3NEzkgK4Z3VeQwL9cLb1ZlI9nTRJNOWtQC4Tj0VRaNh9WcfkLs9hbmrV6P388NedjZ1S7ehddNgHxRDdWE+mWtXsmnRAuZ8NB+v5LFs/v6bjv7qa6rReWqwlHQubmBuxrZjMdYWLb4jkjAkjqVu6TY0enCbMgNFo8EQ7I25sv7IXkofavnvPyn5yYFh9adYmgwE330LbmPH4jVzPA1L1mHf+CnayVd1amNb/wk1Tz+I3+xEDDd/g2njUlSHguuYidjrGmjZng0KeIwaQt72LSiKhtk33MKIE05mx7IlhMYNZfjMk2hraiRn0zo2fPMFehcjI086rUt8M6+8jra2VBoq2tBqnbW9E65IOOQzeQc6f84bq9pw83L+Pq+qKmXZ9YTH+XSZq3okXD31BMd4MXSSc8ub2dcOp66sldDBvTekuL8ctUqqoigTFEVZqyjKOkVRnjha9+lPI0aMYPfu3dTVdZ7HsWHDhi7Ddu+9914WLlxIbm5up+OKojB+/Hjuuusu1qxZQ2FhIampqUc9diGEEEL0vv+tyiPcx5UzkkI6hsMuy6gkzMcVF52z6qXRKJybHI5RryUxzIusimas9gNUjI6S73eUsaWwngdOH0aQp5HkQT60WeyklzXx5eZiLhgdzmuXjTnokNcJMX5sLarnq83FXc4V17Wxcb/FoApr2yisbePicZG9+st5b7nlxCEsvWMGHi46YgPciQ10Z1y035833I8pPR1FB4ZhyagOB9kb1tJUU4UJ5/fU7cSzUbQK7qOH89sHb/HRfbez5cfvAKirKENVVdJX/Y6HfwAAtaVFuAR7YdmzHQ6A+ZO7qL4igfIH/gWAceIJuJ10LihgjPBB0Th/pTdEhmJpdKCamhno1MxfqfwhA42LDkuTHkOID75zbwTA58Z7UR0K1c89AabOH4g0LfmF+t3u5L5VSPv/bsa0dT0AmjEzsEyejd2sxW7S4kgYTta6lYTGJ+Dq4Ul08ljOveffTDh3DhqtlpDBcQDkbFpH3MQpuLi7U1vW0qkIpWg0exZJ6v4HF96Bzmsbq9s7jjVWtdPaaCGsF4f6gjOPmHPfOBImOYfqu7jqjosEFY7ucN/tqqpOVVV1CjBZURSvo3ivfhEdHc1FF13ETTfdhMnk3KMoNTWVJ598kkceeaTTtd7e3tx999088cS+fD0zM7NTQpqVlYXFYiEiIqJvHkAIIYQQvSaluIFNBXVcMzUanVbD4CB3DDoNVrt60P1Bh4d5YbE7erwQ0ZF4c0Uuw8O8OoYdjxnk/MX53TV5WOwOThkecsg5mbefFMf0uEDu/3YnJfWdpyk99XMGV72/ifpW536RWwqdVb3xPUz8+oqLTkuUv/N7o9Nq+P3uWR3vpbvaC6owhriTtno525f8QGu9s3hRXeDcW1bj7k7ke+/jP+8FCnZsx+jugcFoRG90paa4kPztW6gpLmTqxVeic3GhtqQYQ3gIlgYHqsX5fqs++52aVC9MphA8Jo/DddqpaL298bvkfLzm3orDbqe2tJjNGjfsNg22rE29+JaOgpYqqh++FWuLjvAXXyT4//6P8Dfe61iF15gwDN/zTqE+XcH0zTOdmloKnHNCdT6ulM1fR9vG9WhcFFYv/41Fa1cTcP99GBKH8FN+Oc11tQyfeQ61pV1/voJjh3T8fdj0E8jeVMkXj21i9RfZfPPsVn7/KIP2ZgvNtSa8Aoxd2h+MZ4ARRaOQl1JN6qpSHA6V0mznz0F4vE9P39Rf1lFLUlVVtQIoiqIFyoDjcrLlG2+8QVhYGImJiSQkJHDllVfyyiuvMHPmzC7X3nrrrdhs+zbAbmtr4+abbyYhIYHk5GTmzp3LJ598QlDQwBsOI4QQQohD+9/qPDyNOi7dM/fSRaflq79P5u6T47ljdtwB2ySGOj/DTytt6pMY2yw2siqbOTkxuCMRjfJ3JzbAne93lAEwZpDPIfsw6rU8cW4SDhWWpO6b/6iqKpsL6rHYHCzYWgLA1sI6vIw64oK6zt/rNocD7NY/v64fqG0NmKttmGMiWfrWKyz/8H+wp2JcXZjfcZ37pElUNdZjNbVz6j/+yT/e+Zig6FhqiovYtOhrPAMCGTZtFv7hkdSWFGGIjcVh1WDPTQHAUtuO54gg4tZuwOeFl5j/wD/JT9lK8LynWF9dwYInH2LrjwvJrq6n2dWAJXVLf7yOfWwWaK486Om2L56hdqcGn7NPxuOkk/G7+iqMiYmdrgn89xMoeg11X3+PuvEd2PohOByYy2oxhrsR9vzLWJp1NOVqUKODyVy7EpvZjG3aZNyfe5GWxgZOvv5WdizX8M2zW2modKYi7c0WPnl4PWXZ7fiGhuHu40vk8BGkLCtCUWDXylLqylrI2ljB4rd3YW6z4dWDSqpWq0HRQP6OGlZ+lsVPr++gOKMOVy8DPsH9twXTsaZbc1IVRXkeuBCIBkaoqpq653g88CHgD9QCV6uqmrNfu8uBecBSVVVtHIdcXV156aWXeOmll7qcmzVrFlu27PufhNFopLh439CYMWPGdGxVI4QQQohjg92hUt9mIWC/bUqK69pYvKucG6bH4rHfQkPJkT4kR/octK/YQA+Meg2pZY2cNzocrUZBVVU25dcxIsIbN0PvLh+SUd6MqsLwsM5DAk9ICCJvTT7hPq4Eef151WiQvxuJoV4sTq3g+umxgHNob02LGa1G4d01eTS0W1i7u5axUb49Wi33j9pevRL77o14vpACLgNrhWDz0ndw2DTkuPmgMzXh4eeHVudLU00FmetWsePXxXgGBDL7+pvJT9mCRqtj0IhRaHV6AiIHsev3X3HYbcy6+nq0Oh3+4ZFkbVjDNy4Gxuu0WHasQRs9HGuzgkeoc95hcdou6svL+OmVZ7ny6Zcp3LmdtsYGyrIzAGh1MWDOTufAtfs+YDNjfuVsTKlpeF19O8qsfzkT9/WvQ3ASxM6kec0WFC0EP/7sQbvRenriNW0UTau3Yb7zGRQNhF6yCEudFfdRUbhPm8GgDz+kdc1q0jQ2HBtWA1CRm9OxAJLVEkhTTRUarcKv76dx4X3j2PZLEY1V7Wz6MZ+ZV9+AokBFbjM1xS3MuDQem8VBTHIAu5aXsHO588OWnlRSAQLCPagqbGbcGdFs+bkAgCHjggbkkPeBqruV1O+AGUDhH46/Bbyuqmo88Drw9v4nVVX9DEgAwhRFGfHHThVF8VEUJXr/P4CMdRVCCCHEgPXF5iKmPfM7Vc0mUksbsdkdvL82H42iMHdqdI/60moUEkK8+GBtAWMe/5Unfkzn3NfXcsk7G7jzy5RuL9LYXellzvl9w8M6z8I6McE5imtMVPfnzJ0xIoSthfVMeHIZjyxKZVVONQD3n5aATqPh7ZV5FNW19XiO5x8Vv7+VkmUGWl+8Ahz2I+qrN6llO6h85X/YjRpyq+tIOmE2f3vuDdCdgd3uR01RAVaLmcrcbNJWLCN/+xYihg3HYHRW5fwjo3DYbWh1OhJnnEjKsiJam53fh6aWVhpdDbQu/xnb7hRUh4IhKhqAit3Z6Awu2K1WVn7yPm2NDQDYrc5qc5urHkvBH39lP9hDqM4/vcjy+T0UflxA2XovCh96G8emT1Bbqim450Wq7r8B2uowFVZhDPNAY+yc/NWVlbDi4/dY9ekHqA4HPtfejmrTYG50wdLuQeF7qdjatbjEDgbAfeIEgu6+m5LKMiKHj8TVy9u5Ym9+HgZXN7K3tOEd6MqJVw+jqrCZTd/nkbqiBHcfF2pLWzC4DSZ29Hhyt1WjM2gYNiWU0acMwifIjYiEfT8LXgE9W0zr9H+M4IpHJzHxnFgS9ixqFB7nc2Qv9i+mW0mqqqprVFXtNDteUZQgYAzw+Z5DnwNjFEUJ3HPeZU9bB9AMmA7Q9R1A/h/+rO7xUwghhBBC9JF1u2sxWR28+Es2Z/13Da/+vpsFW0s4c2Qood49317irpPjuW5aDCMjvHl3TT5tFjvnJoexNK2ShdtLeyXm4ro2VFUlrawJXzc9od6dk4Px0X6MjfLlrJGh3e7zgjERjIvyZUS4Nx9tKOThRWl4GXVcNy2GtfefyOr7TuDeU4dy2ZFsPaOqoDqrT6VfZGJ+74bD76sX2Va9R8lV59FWoUNz1WU47HZiRk+gPLeZ1kYHGm0gADOvvJawoYlkrVtFbUkRMcljO/oIiHC+lyHjJ+Pq6cWuFSXUlkdy/avOvUGtEX40bi3FutP5q7E+digAFbnZBMcOIXL4CHZvdi4aFDEsCXdfPzx8/Wj3MmIp77yo58GYP7iR1oen9GqiWvnZClT0BN51J+01LlQ/9xiWJW/RXmugdqeG9tevxVTtwBgX3amdzWJh4X8eZdvPi9j8/TcU7NyO67hJ+F93LRFvvEno449hNzkXHzMkjurUrqaokODYOAKjBlORm0NVQS6+oVFUFbQwYlYE8ROCCY7xYuuSQvRGLef8MxkXdx3Zm5xDkksy6wiL80Fn0Hb0Gxbvu3fkdsd+pN3l4WvsGNo77eI4Rs2OZMjY4J6+yr+0IxlDEgmUqqpqB1BV1a4oStme49XAOYqi3IIzEV61/zDg/bwMzP/DsQgOkaj+cWNc0b96+xNeIYQQYqDbVuRcBOWLPavbvr58N3aHyiXjIg+rvxnxgcyID0RVVUxWB64GLQ6Hyo7iBn7eVcEFY45skNnPu8q5+dNtPHJ2ImllTQwP8+7yu5RBp+Gbm6b0qN8wH1cW7GmzpaCOfy9MJTnSp2Nob6i3K7ecMORQXfwpR20xDquC95RhtOzKo+iNNQw+Iw1NQBQY3Dvmf/a1yhf/S2uFkaDbbyZ/UARs2sDabxpork0BQOsygsTpMQyfcSItdbUUp+0EIGb0eACqCptY+20z4cNGMv6cC2msbqOpxlnPcaiuGFxdsQ6KxJpRSuO3XwCgTxiD3WalqiCP5FPPwjswiPyUrWi0Wi64fx6q6uD7F5+mqb4Gc4nJOZdXc/B6lCNjKSVvrsDapiHusuVoE0888hfjcGCuNuORGEXAjTdizUml7sdfsL3zPmBE62Gk5PM0HDYdxlFjUB0O0lcvJ2b0OHb+upiGynLOv/8RfnnrVbYv/p6Y5LEE3XsvAKrdjs7nEWwNZlxGTe24ZU1RAQ67jZZGb6oKXTE1F6PT6QmInoRGoxA/IRhFUTjhygR2/FbMhLNj8PA1EhzlRU1xMy31Juor2hg2NazTo7i46giK9qK+og2ju/6wX4mLm55pcw48J10c3NFcOOlrVVVnqao6Q1XVBw9yTYOqqgX7/wFKDtan0WiktrZWEqMBQlVVamtrMRp79umSEEIIcawqb2ynvNGEv7tz/8PYQHfsDpUIX1cmxfofUd+KouBq2LdNzfAwb3ZXHflWIj/tcu63+egP6ewqbWRERO9vUTEu2o+ld87gmTkj//ziHrBmbgXAfdI4Qu78O7Z2LaZ1P1N3w0isv/63V+/VXY7SVFp2t+M9NRH/m2+jqiAPo6cvTTUKg5L8mXLBEBSNBwFR01A0GgYlOd+JV2AQfuEROBwqKz7NorbUzLiz7yA4dghFafsqnw2VbfiEhNHq5Yeig8YMGyoqlRYHqz/7ELvVSsjgOGKSxwEQEBmN3mjE4OqGb2g4zYoWa6sWR+XuQzyEg9qn/oWlWYdq19D06X87jgM4Vv8XdfuXPX43al0R1lYN+kjnBytBDz2B1tOVpiIjLmGeBN1zN7Y2Z43MOPlkMtetYskbL/HDS0+zceFXxE+cSuzo8YycfTr5KVupLSnq6FvRavG/6VbU0AA2bd3M5h++xdLeRmW+8zmbajxxMAQXV3dsVgtNdZ5EjwzA1dP5s+of7sGJVw/Dw9e45715UFfWSmGqc8ukyGFdh6WPOyOa8WdG9/g9iCN3JJXUYiBcURTtniqqFgjbc/yoiIiIoKSkhOrq6qN1C9FDRqNRtswRQghxXPh2WwmD/NwOOYdye1EDAA+cMYy3Vuby1pVjuOurHZw/OvyIFgc6kCFBHixOLcdktWPUa/+8wR+kljaSVdHMyqxqzh4VRqCHC4P8XLmgh1us9CfrbudWffq4JHThscCrtCz5ntpNLlhsnxJyyu3QVgctlRA0rE9iavnqDRw2DV4XzwWgKj8XjTYQNz8XzvjHCDRaDVuXFtBY3U5jdTvBsXG4enkzZNwk6spaWf1VDtVFzg8f6spbAShMrcXFXYe51UZDZRu+IWFU5OXgNW0UjSt2kBvpR/ZTDwOg0eoIH5qIp38AYfHDOpLgst0NFKbasakqZp0Wy671GEPjuz5AfSH2nHXUbjfhOXkk5tw8Glel4rP6VRo/eBnPS/5O0aP/Q++lIeLH80Fn6Pa7sWRsAlXBMNh5X62XFyGPPEbp3f/C86ST8b7ocmrfeQtrVT26+CTW3XcbWr2ekvRUdC4uzLz6egCSTz2TrT8tZM0XH3HuPftqXX5/u56SiAg2vvMa4Jyfa3B1xejhSV25Bo3Wn1lXP0ZN4RZ2rfYnZlTAQWMNiPDEYVfZ8Vsxrl4G/MO6LjUVPSIAuqyqI/rCYSepqqpWKYqSAlwGfLLnv9tVVe1xBqkoyjzgkT+7Tq/XExMT09PuhRBCCCEOqarZxL8W7MTLVc/SO2YQ6OlywOs2F9Rh0Gk4Z1RYx36a39867ajEFBfsgUOFvOpWEsN6vt38c0uzWJnt/LXsvOQwThp27M2Js+ypkhkSxqINDEbRqDTtqAB0NGfWE9xaS8t/LqE9PZegT3eAsefvqaeaV21E66rBbdbpWM0m6kpL0LhMYPy0cDRa5yBF70A3sjdWkLaqlEnnxfK3517Dxc2dH19Ppaa4hcnnDyZtdSn15a3kbquiMLWWcWdEs3N5CfUVbfiGhpG9YS1e9/6bxhVzqfbyIGRIPBc88Ch2q4Ptv1Qy5jRPLnv8OUqz6ynYVUPhrlpaGp3zIFtd9FgydmA8pXPsamM5NTdMx9KkoNrcCLh3Hm2rfqXy5bfJu+u/WJpdqEv7H+ZGPaZ6Fevqj9GfcF23340l0zms2TBsdMcxzzPOIsLVA7dxY1G0WsLf/ABLYQFbfvqOhopyzr7rAdJW/saQ8ZPwCnDO5XXz8mb82Rey9qtPKMvOJCw+oaO/urJSdHoDEy+4hLVffoxGqyUgahhN9c4Pidqa9IQlnETqmjT8Iw6+9VFApPNcfUUbo06MROnlD5nEkenWcF9FUV5VFKUE53zRZYqipO059Q/gNkVRsoHb9nzdY6qqzlNVVVFVVQEkCxVCCCFEn/p2Wyk2h0qLycYNH23hp53lLE2r6HSN3aHy865ypg8JwKA7ajOmOsQFObdbyfmTIb91rRZ+3FnW5XhaWRMBHi4MDfZk6pCDV5QGJIcd66c3Ydm53llSCQhC0ekw+LlgbXHWWGxtWtrf/Dvl3xdRm2bE9PMbRz8uVcVU2oLbkEAUnY7dm9ajqg402mDC9lu91TvQFavZuRLxhkV5NNUo2KwKZTmNDJ8RzphTo/AL86CqqJnln2YSFOXJuDOi8Q1xI311Gbu3WVBVB5bQcDxnTKDN6EpQVCyuHp5UF1nYubyEDQtzAVj9VQ7L5qdTnFmHRuNckbbVqMeUndklfPOWZdSkutNU5IZ7chzGxOH43ng7vhedi6VZh3FoNOZGPVo3HagKDZ+816PXY83b86HCsH0LRCmKgueJJ6D1cn6AYBwaT2tsFOu+/oxh02YRN2EK5//rYUac0DmjHnPmubi4ubN9yQ+Y29qwWSwA1JeV4BsaxoTz5jDl4isYOfs0gmJPQaNT8PB1oba0ldrSFhSNgl/IwTfi8Q5yQ2dw/hwnTAnp0XOKo6+7q/verqpqhKqqOlVVQ1RVHb7neKaqqhNVVY3f89+soxuuEEIIIUTvUlWVLzcXMz7al5cuSaagtpVbPtvG3z/eStqeLVsA1uXWUNlkPuKFjLorOsANrUYhq6IZk9VOs8nKkz+lU9dq6XTdB2vzufWz7eRU7ktmq5pM1LSYuXnWYJbeOeOwhgv3J1vGKnKf+p36DC27ogL53y3XYLNaMYQ5h2LrPJ2JasnHO7GbtaCBhq96PoeypxwVOViaFFyGDKZ8dxbL3nsDz4BoNIbojsocgHeQc5XnaRfHodVpyN1eTWFqLapD7RiC6hfqTlN1O+ZWG5PPH4xWp8HFTY/DodJU66zk15YWE/TKm5htNryDnYlUZX4TAJkbKyjPbaSutAVzq43GqnbQeKLR6mn3NmIu6PrBhSU9BYCg2/9B6MvvAKBoNAQ/9jRxa9cQ9fk3GOOjCbzjDtwTQ2nYXoPaWtvt92MpKUVjAK3/oT8Uydm4Do1Ww+zrbz7ogqgGoyuJM08ke8NaPrjz73x03+001VRTV1qCb3gkGo2WyRdexknX3kRLvTfBUV4EDvKkrqyF2tJWfEPc0OoPnupoNApBe9oERAys/XfFUVw4SQghhBDiWJBd2UJ+TSvnj47gzJGhrLznBD65biIaBZak7qumLtxeiqdRx0nDgvokLhedlih/N95YkcvsF1fy865y/rc6n38v3MXbK3N5ZVkOhbWtbC5wLrqzLKOqo23qnuQ6Kbz3F0nqC60/f4Fqd/6aWuzhRVtjA+u//hRDlHPbFvdh4fjfcA26iBj8Lp+D14R4GtPacFQeaDOJ3mPeugJQKPYJ5rMH78Hg6kbwkIvxDfbEYNw3i27w6CCGTQklaXo4wdFelOc2kp9SjZu3geAoZ0XRb88cSA9fF8LjnRXQvQmsog1C5+JG5pqVNFY5t0nxDnIO164saMI7yBWdQctv89M77R6j0WowuPrT7umOuaKty76y5twcQMV37g3oQ/ZVDxVFQefvj8bNjZjvF+N79XV4nno6tjYt5hVf/PmLKdkCvz6CpbQSQ4DrARPP5toarGbnCsZVBXn4R0ZhcHXrct3+C6SOmn0GDrsNh91Oa30d3z79CI1VlfiF7fugyGF3UFPcTFCUF/7hHjRUtVNV2IR/+MGH+u516g1JnHXrqD+9rq9l1WXxxIYnsA+gfYH72oBIUhVFmacoiqooiopzr1QhhBBCiKNmwdYSTnxhBY/9kM7yLGdyN3Oocz6ct5ueaXEBTIjx60hSVVVlZVY1s4cF92lV8oLR4cQHe1BS3847q/IAWJxawdOLM3n5t2z+9v4mUoobAFiWUdnRLq3UWW0bFnpsVohaN2xBa1QIfvDfaLXO973p+28o93V+QOAybDhBd/+L2J+WEvzw43ieehoOqwbzhl+OalzmnVsAyKxpwj88krkvvEFDtZbAQZ3fc0CEcyVZrV5DyGBvaoqayd9Vw+AxQR1zH/cmqUMnhnQcS5oRzt//OxOtXk/goPHs3rye8hznQEWvwGAs7TaqCpqISPAjflwQjdXtKAokTArB6K4nPN4HRetHs94Fa6sWe3Fap7gsReXovXRo3JzJYX1FGSXpqQd8Vo9zrgCg5ZcfD/lOHKvfoOrW88j992e0lmkxDBlGZd5utvy4kLYm54clDoedTx64g0XPP4mqqlTm5xIcM7hLX+sX7uZ/d6zipzd2YrXY8Y+I5Ow77+fSx55j5lXXUltShKo68Avfl6TWV7RhszoIjPIkbIgPqkOlrdGCf/jBh/ru5eZlwM2r+wtD9ZVfCn/hy6wv2d1wiBWaj3MDIkmVOalCCCGE6CuqqvLG8t3Utlh4f20+r/6WQ2ygO+E+rp2uOz0plJyqFnIqm9ld1UJtq4XJR7jNTE/demIcX/19MhoFcqtbOW14CLefOITPb5jE83NGUVDbhsnqICHEk21F9by5IpeaFjPbiuqJCXDH03j4+zv2F7WlhpbcZtyTotCffhp2u51ZV19P6JB4VqTnYnNzwf3suZ3aGCc55zOatm/svUBMjVC8qfOhnBysLhoqiouImzgFh0NPS52ZwMiDfxgQOtgbh0PFYVNJ3G8vzoAID2ZePpTkkwd1ul6n1+Ll74qb3xgcdjsbFjqHMW9d2sB7967GYrITHO3JsGnOvvwjPJh5xVAufWgCviHu2O1etNjsOBQwb/69U9+WqmYMIc7quqqq/PjyM3zz1MMdyeT+9KFhuIS605qSC5a2Az6bmr+ekkeeozbLE/3wqQTceitcewtfP/5vVn78Hu//80bqK8qozNtNW2MDhTu3s+GbLzA1NxEU7UxS7Tbntjfmdhs7V5Ti6W+kYGcNm39w1q3iJ03DLyychCkz0Ls4t4/Zv5JaVegc5h4U5Ulkoh9T5zj35g2JPTZHEQCUtTiHaqfWHPgDhL+CAZGkCiGEEELs79klmfyaXvnnFx6Gjfl15NW08tBZiYwZ5EObxc6MuMAu150xIhSDTsN7a/JZn+ecl3eke6EeDh83A+OinHMxZ8QHctcpQ5k82J8zR4bitWeI6dMXjCAuyINnlmQy9T+/szyrmpMS+mZYcm+zbFqC3aTFfdoMGiqcv6z7R0Yx5aIrsFkteLz3LvNfe47Mdas62uijY9G4KJiyd0NjKWz7GOryjiiO5qcvpeSai7Gvn78nsDbMhZU0hPmgqg5iksexbUkhAKFDDp4Q7U2WgqI8CdhvtVlFUUiaEY7RvesHCd6BrpjaPIlITKK5phqt3kjBzmY8fFxAgdDBPgRHexE1wp+48cHo9FrcfVzwCXZFdfigqiptBj2mXds6+lTbGjDXq7gMcia3+SlbqMrPxWa1sPPXxTgcdjLXrcLS3obVYsZus+Jxwgm0VWkwfflglxgBGj95g9YyIyH/vp9BH8wn8NZbWP/bYnQGAxc+8CiqqrLsf69RuGM7AMGxQ1j39afO9xETS1NNO+/dvZqsjRVkbajAZrZz0t+GkTg1lJRlRdSWtnTcy+DqxtAp01E0Gty8g9iwKJfWBjPVhU3oXbT4BDmrw8mzB3HdC9M7hlAfi/YmqbtqdvVzJP3nSPZJFUIIIYTodQ1tFt5cmUtsgDuzhwUddGGVw/X1lhI8jTrOHBFKmLeRK97beMB5poGeLlwyLpIvNheRXelNuI8rkX6uB+jx6JudGMTmwjqmDtmXJBv1Wq6dFsP63FpGD/LllztnklPZzDNLshgX7cuN02P7JdYjZU51JjTG8dMprnQOt/YNCUVRnLWV7I1raa2vI2vdKhKmzACcCZ8xwhtTQQ01N06hqUiH77ggfF9dB4fx78eR+Rvli3Kxm1yx3/c4EffkYErdQVu5g5rJ4RgVLUXpOlKWFZE0M/yQVTuju55J58X2qLLnFehK2e4Gps85jZL0VLQ6H8KG+HDunaNpqmnHJ9iZkJ11S+f5lN5BbihaZ3LW7ulC+44dHedsWZtQ7RoMQ+JRVZUN33yBZ0AgvqHhbF/6IxZTO5u//4bkU8+iJH0XPiFhnHnb/9GwcAkV7ywi6uy7UHw6LxrWtj0NrZsGnyuu7jhWV1bCoKRRRCePZcYV17Ds3dcp351DUPRgzrz9Xj669zZsNiuBg2LYsKgIq9nO1sUF2CwOgqK9CIrywusCV3K2VrFlcQGnXp/U0feMK69lyIQZ/PRGBrUlLVTkNdHWaCZwkGenLWQOlPgfS0pbSgFIq037kyuPX1JJFUIIIcSAsjG/DlV1Dm/dUljfaSGVI6WqKmt31zAzPhBXg5YpQwLY9H+zmX6ASirAjTNicdFp2VbUwOTB/r2eMHfX3CkxfHfzVKL8O8+zu2N2PF/+fXLH13HBnrz7t3H8Y+ZgNMfovo/m3N2ACjGJNFSUodFq8fQPxNM/AJ3Bhd2bNwBQlLoTu81GXVkpuVs3YowfjKlOS/UON2wWT6pW1GHf+s1hxVD36pPYTVr8rriYthoDuQ8uoPiT3RhCfGn08sXNO4qtS4qInxjMtDlxf9rf2NOie1TZ8w5wxWqyE5k4Hlcvb1TFB58QN7Q6Db6H2FbFJ8gVReusuptjw2nZbcKRvxkA0/olqEC66sb2xd9TnpPFhHMvYsblc7FZzGz+/hu0Oh0pS3+kpriQ3ZvX09jWQuBN19FebaB98fzON7O00lbYgltcWMfPhc1qpbm2Bp+QUABGzj6N4TNPwmpqJ2pkMr6h4Zx0/c2MOvkM7DYt6evKcfdxob6ijeZ6U8dQXaO7nhGzIti9tYr6itaOW7p6eGIxBVNb0kL8xGBKs+pprGonaWZ4t9/tQGe1W6lqq8KgMZBTn8NNy24iozajv8PqcwMiSZWFk4QQQgix14a8Wlx0GjxddFz2zgbOeHVNryWqRXVtVDSZmLjfsN1AT5eDXh/p58aKe2cx/5rxPHB6Qq/EcDgMOg2jIn367f59yVJchuKt5927b2LTogW4evqTuqocRaPBNzQMU4tzDqKlvY3SzHQWPf8Ei55/EkfSeAA8Jo9i0Mef4rBqqH3jpZ4HoKo07yzFNdqb4IceJfrLr3CbMh2fSy8lbP4X1FeUY7P5Ehbnw8nXDD/kNieHyzvQWbFvabBx4f89hUY/o+PYoXj6GdHqjLi4+9EaGYvDpqH5s1cBaF27jhZ3Axs2rGf5h//Dw9ePpFmzCY4dwkUPPsnQKTO44IHHQFEIjRuKVq9n20+L8Lrob4BK68rlne5lTfkVa6sWtwkTOo41VVeCquIT7ExSFUXh5Btv48Rr/s64sy8AIGnWbGZfdxNrFuRgtzo48+aR+Ie7M/a0KMKG+HT0lXxSJFqdhpTfijvdt768Da1Ow0lXD2PyBYM57+4xxI0L7vE7HqgqWitQUTlx0InYVTtrStfwesrr/R1WnxsQw31VVZ0HzANQFCUaSVSFEEKIv6yNeXWMjfLlvNHhLEopZe3uWrYXNzBm0KErUaUN7fi46nF3OfCvN+WN7azOqQFgUoxft+MJ8HBh1tBjc37nschc2UJTaBDmNmcFzdRmYc1X2YTFeeMXFkF1YT5+YRHUl5fx82vP01rv3IKnwN2P2Gvm4n/jjeh8fXGP96MlvYYgVe3RkF9HRTamOgX/SUMBcB0xgoi33gWgMm83qurA1OpNWJxP7z74fnxDndXSwtRaBo8JRNF44BXw50mqRqvBK8CV1poQ6toa0XkbaFi2Ae9bS2jJqsUaEwXAoKSRjDr5DHQG58q2IUPiOeuf/wLgwv97jIDIKFZ/Np/sDWuYff3NGCO9aE0rJtBhB40WrO20LXwDANcTz+m4f0NFOQDee5JUAK1Ox+jTzu4UZ3F6HVkbKhh3RjSBgzy55MEJXUYpuHoaGDohmKwNFdSXtxIQ7sGMy4ZSX9mGd5ArGq2GMadE9ei9HgtKW51DfS+Kv4hrkq7h96LfeXvn2+Q15hHrfWwO4T8cA6KSKoQQQoi+UdbQTmFt659f2IfKG9tZt9uZPDa2WcmoaGJijD8Xj4vkzSvHYtBq+Gln+SH7SC9rYvozv5M0bylfbi4CoKCmlbdW5tLYbqXFbOOkF1by8KJU/N0NDAn68z0URd9T2xuxNDio8fFFq9ORfOpZGNymo6qw5qscfMOcwzrDhw1n4gUXY3T3YMRJpzIoaSSpa5YTdO+96HydH2YY4wdjblRw1Bb2KAbT2h/BoeA6cUaXc9VFBc6/aAIOuVjSkfIOdGXI2CBSfi2iLKeh41h3+AS5giaA+vIyPC+6kLZyHY0Pn4+1RUdbVAyKRsP59z9K/KRpB2wfPXI0Hr5+RI0cjam1heqiAtzHj6G9RoM9YwUAba/9jcqfC9D5uGEcOa6jbUOl8+fUNyT0QF13KEyrRafXMO6MaICDDqMfeWIkdquD8t2N7FpZSnF6HQ2VbfgGd91f9Xixd9GkcM9wEv0TuXzY5Rg0Br7O+rqfI+tbkqQKIYQQfyG3fb6dv3+8tb/D6OSFX7KZ+8Fm2iw2thfXo6owPtqZaHgZ9cyID+SnneU4HAcf8vvemnyMei1h3q78vMu52M6H6wv4z+JMTn5xJb+mV9BmsaPiXCG3v+aWiv1Y22m+dzzW396EilTY8SW2rT+h2jVUafSExicw6cJrUJU4AiI9KM1uwNTq/HAhcFA0Uy++krkvvMEpN95GwrRZNFVXUVdW0tG9ccQYUBUsW34/WAQHZNq83tl++hldztUU5aPR6tFofY76FieTzx+Mw6GycZFzleLuJqnewW5YzX6gqthPORutm46yX5xDpFu8AvEJCUOndy4s1N5ioaFy3/Yy6n4/YxHDnAsWlaTvwuOsS0FVaHjun6jFWyj/bDsaDy8Gfb4ARbtv3+CGynL0RldcvQ79bmpKmvELc0erO3Qq4h/uwak3JHHx/43HJ9iN1V9l01i9b+Go40FNew2nfXMas76cxdMbn2ZH9Q60ipZgN+cQZj+jH5PCJrGieEWvzs8f6CRJFUIIIf4i9u6fmVnRTH2r5Yj6stkdvL8mn+K6A++f2BObC+qw2B1sLaxnW1EDGgVG7jf/8pThwVQ0mcipajlg+6pmEz/sKOOisRHMGhrI1sJ67A6V4rr2PefN/GdxJlqNwqp7T+Dx85IO2I/oW6Yf/0vJDy1Uv/ku1f+6mrwb/03Fw//GotVQ29rOoOGjOhKoSecNJnSIN7nbtbj7+BEQmdDpQ4vgGOeCO9WF+2aMuYyf5bzPjs57nf6Z9sw8dJ5aHF5elGamdzpXXVSI3hhEQKQXBuPRnTXnFeBK7OhALCY7Lu46XNy6t2KtT5AbqhoAQE1lOcH/fgj3ieOIeP016utrCIjYty/rik+y+PLJTdRXtNJU087/7lxF/s6aPfcPxDsomOL0VFwnz8Rz6liqNtqovPlCLM06Av95Oy4xMQCYWluoKyuhtqQYn+CQA34IVJhaS31FK6qqUlPSQsAh9pbd35CxQQQO8mT0yYOor2hDdaj4hhw/SeqbKW9S2VrJ2OCxfJb5Gd/mfMsEzQReeekVLBbn/6dnRsykpKWEvMYj21bpWCJJqhBCiAEttbSR6c/+Tkn9kSdDf3UrsqrZ+0H8q7/ncP4ba2kx2w6rr592lfPYj+mc/8Y6ciqbWZRSyqu/5fS4n6pmE4W1zu/t+txathfVEx/sicd+80onRDvnj24prDtgH8vSq7DYHVwxKYoJMX60mG1klDdRVNfKKYnBxAV5UNlkJincm0g/t059i35Sl0/dhx8B0JLdQt22VmwOD9pb/DENGwxA2NBh1Fc4/234hboz+uRBWC3unH77S/z0VimpK0s7uvMLj0Sj1e4bjgsY4pNQtGDOyu5+XKqKqbwV1+hAfnnnNb545F9kb1wLQGlWBiXpqagEEzioewnWkUqc5tzT1Lsb81H38g5yBY0nBld3yndn433hxQya/wmu06fTUFGBf6QzSTW1WinYVYPN4uCX99LY/otzO5j932tE4ghK0ndhs1oI++87uCbGU5/jhs7LBa/zLqW6qIAP7vwHr197KR/c+Q+KdqV0LJq0P7vVweK3d/Hzm7toqmnH3GrrtGdsdwweG9SxSJVP8MFXOD6WFDQW8E3ON1w89GJemPUCn5/5OW/NfosLgy6kubmZ8nLn8OkZEc6h5yuKV/RfsH1sQCSpsrqvEEKIg1mRVUVxXTtfbyn584v/RH2rhbojrCAeqxrbrSxKKSXQ0wWDTsMHawvYXtTAmpzqg7ZxOFReXpZNaUN7l3Pvry0gwteVNouND9cX8OnGIl5fvhur3dHl2h93lvHu6gNXALYW1APgZdSxNreWlOIGxkR1XiApyt+NAA9Dx7V/tCm/lkBPF+KCPBi/J6HdkFdLYW0bUf5unDnS+UvzhOjubwEijh779u8pu3IWjdk2DMHe2C0aHDYNES++SPymLeivux6A0hwNuduq0Ok1ePi4dAzxzE+pxm51UJK570MLnV6PX1gENUUFVBcV8PnD/2LHb0txCXbFVFAOTYee07yX2lSJpVnBHB5Kzoa1aPV6Fr/+Iss//B+Lnn8CD78AFN2kHidYhysi3he/MHcCo7y63cYnyA1FUfANG0rhzu0dQ0TrykpQVQf+eyqpeSnVOOwq48+KoaakhdRVpWh0CsUZdSz9Xyrbfilk+MyTMLW2sP7rz9C4uRH1+QICbruVkKdfQDEYyFy7kvqKMqZdejWn3Xwnk+dcxoTzLuoSU3VxM3arg4bKNpZ94KxO+/fwHbq46ogd5awQ+xwnldRPMz5Fo2i4YeQNACQFJDE1fCrNTc7h2XuT1BD3EBL8ElhbtrbfYu1rAyJJVVV1nqqqiqqqChDT3/EIIYToH6qq8vGGQrYU7Pvlc1dpIwDfbi854vk41324mavf3/iXmtejqiqvL9/NpKd+Y3VODXPGRpC831DaFVkHT1Lzalp5eVkOL/3auRK1o7iBHcUN3DgjlsRQL7IqmsmubMZsc5BV0dyln1s/284TP2WQX9OK2WbvdG5zQT0uOg2XTRjEjuIGmk22Lqv4KorC2ChfthZ1TVJVVWVjfh0TYvxQFIUwH1ci/Vz5YUcZZpuDQf7unJscjlGv4aRhx882Fcey2peepDHfDa8TZhL56QIUnYLez4jr1FnO8yVFuLh5sG1pNSWZ9RjcdCgaBa8AVxQFCvYMRy3Pbez0sxwYFUNpVjqfPXg3ZVnprPz0fdTR42krU6m6bhrmV86D9oZDxmbN2Ayqwm6tG4pG4bLHniMycQTbfl6ET1AIky78J4rG2GdJqqJRmHP/OKZf8ud7se7l4euCi5sOF48htNTVUrOnulyekwWAm1cYqkMla0MFXoGujD8zminnD0GjVZh1eQKqQ2X31io2fZ+PX1g8I048hS0/LKShohzFYCDwllvwPOkkAEoy0giJjWPi+RczfOZJTLnoCkIGx2G3O6gqbOoYrl2+2/n/8ZhRAVTkNQH8P3vnGR5HebXhe7b3prLq3WruvdsY0zsYQk0ILRACKV9CQkiDFJKQRhKSkIRQAiH0ZpqNu4275SZZktV739VWbZ/vx1hrCzfZGLDJ3tfFhTU78847s7vSPO855zkkZ574PZx1ZSHn3FKOWnvmZ0N4Q17eaniLC/MvJFmbPOI1t1u6R8MiFWCafRp7+/YSjoY/1Xl+Vpz573CCBAkSJDgjae73EYrGKLYfTJv75/pGHn63BpkAN8/J4+bZeextd2HUKGhzDLG50cHswqRjjHp0Gvq8VLQOAlDZ4WZ81idrevJZEo7GiIkiaoWc9XX9/GZZLeeV27lzYSGTsy08t6WFoVAUu0l9IAVYPGINWeeBCOpbuzs5r9xOQYqeolQjq2p6EQS4fGImtd0eXt7eTuhABHVn2yDjMkfeW41SRiAc45rHN9LvDbGoJIVHr5uMWatkR4uDidkWbpqVy6Bfevg69whiclqujWVVPfR6AqQaNfHt7c4hulwBZh7SUmbBmBT+s0Vy+M1L0pGfrKfqoQuQyxJmSZ81sfqNOHcOYpxWTOZf/g5A2oM/RZGSgiCTYicD7a3oLWn4h6T3KylDSu2UK2QYkzS4+wMABLxhBnv8RCMxHJ0+UnLzqd6wBrVOz5IHH+KVn/+Q+qIyxp4LAx+sY2BvLfmlr6I5/7ajzi9UswuA7kCErPLx2AuKuOr+B/G7XWiNJiqWtQB9JJ2EwDpZlCr58Xc6BEEQSM014nVKTshNu3aQkptP27696MxWlv6llZxyH511g8y+qhBBEJh8Xg5jF2Sg0iiIhqMoNQpWPlPNzuWtzLrqOvauWk7dtk1MP9DrFCAcDNBdv5+pF18+4vxeZ4B3/7aXvlZpweq828fS1TCIOUXLBXeOZ+Or9fhcQVQnITRNSVpMSaNPfT6dWda8DH/Ez/Wl1x/2msslifpDRerk1Mk8V/0c1Y5qJqRM+NTm+VlxWkRSEyRIkCDB/x53/Hs75z+6jt8vl1b3OwaH+NV7NVwwNo2rpmTx7KYWLntsA52uALfPKyDFqOY3y2pOOgr65s4OZAKoFDJe2t52/APOMNocfjY3DvC75bXMenglNz2xBYAV1T1olXL+dP1kpuZakckEvjQ7j6X3zuPccsmQqLrr8OgnEE/zDUVifOXZHXz5qW2EozE2NQwwPtOMWaekNM0YF6gAu1oH8QYjPLmhiWc2NtPvDRKJSu+ZeyjCkilZrK7t442dHfhDESo73UzLtZJt0/Hrqyfw66snYD6CQcz8YinS8NG0761NUtR9xiEi9ezSgz1Nc20HBE5CoJ4WuJ77K7GwDNs998e3Wa6+GsPChYAUGR9oa0WmTEalkXPtD2ew+MvlB/c9kPI7LHAadvax9E+7+eDJfegsWQDMv+FmssrGUTB1Bq379pL557+T+/Q/AQhUbDnyxPpqib12D6GqrcQAp3OQ1LyDPSl1JjOCIDDQ7sVo04zaxOizIiXXhKtXJgn39auJRiK079tLUlYJiNBaNYBap2Dcgsz4McNGUOMWZlEyM43CySns396DMTmFlNx8GraPvHdddbXEohGyykcaka17YT+DPX4W3VRKWoGZVc9U01bjJL3QjEwmMO+aMZx/e8K8bHvPdpI0SYxNGjtieywWw+PxIJPJ6Ovri5snTbFPAWBn785Pfa6fBQmRmiBBggQJPnWa+n3U9Xoxa5U8vraRcDTGxvp+YiJ889wx/Paaibzxtbl4Dpj6zMi3cd95JVS0DvLO3tHVln2Ut/d0MacwmQvGpvHW7s4j1k6eqdT3eljwm9Vc94/NPLa6HrVCxrZmJ05fiJXVvcwbk4xGeXg0ZnGZHYVM4PWdR6737RwcQibATy4t57Z5+bQ7h3h+Sys725zxiHZJ2sFauYnZFtbu7+OiP67np2/v4ydvVfHwO9VEYiI/u3ws2354Dr/7wkSyrFo2NvSzq22QaEyM15Eei9I0E2eXpvLP9Y0jzJ4qO11olXKKUw9G5OcUJqNWyFDIBDIsmiMNl+AzYqhyPwq9DN3MuYiiyLa3Xh1hduR3DRLweQmHzNgLzCRnGdCb1fHXzamSSM0pt6E1qdjyZiMBfxi5UkZXk5GbfvVHJpxzIQD2gjG4ensIeL1op8+WTJTqGw6bk9hWQc9Xzqf2Bytwrq3Gr1cRjUZIzR1ZgRYJR+lqdJ1wLeVngT3XRCwmUjrvUvrbWljxxF/wDTrRmqRrSiswM+vygmM6FKcVmhlyh/C7QhROm0VnbTV+txTh62msZ82z/0KQycgsKR9xnKPLR87YJMrnZXDhXePJHZeETID8SSmf3AV/RkRjUTyhIy/yHY+dvTuZnDr5sCwWn89HLBajsLBQ+o5s28auXbuQB+TkGHNY1bqKJtfn38InIVITJEiQIMGnzsrqHgDumF9AKBqjoc/LliYHVp0yLjbGZZq5anIWSrnA2EwTS6ZmUWI38uiKOqIf6ZcpiiJtDj897gCiKCKK4oj2FO5AmMZ+H7MLk7h4QjquoTBbGo/sFHsmsqyqB1GEx2+awvYfnMOfrp8MwNMbm+kYHOKcstQjHpdsUHNuuZ1XKzoIRQ4X7R2DQ6SZNNwyN58fXlzG2AwTv3inmnBUZG6hFNksOZCubdUpuWJSBv3eIAa1ghe/MovSNCMra3oByLLpMGul6NOcwiQ2NQzEo6AfrUE9Gt9YPIZBf5jnt7TEt9X1eClKNSA7JFKqVclZUJxCQYoehTzxqHPaIIoMtbvQ5EiLEj2N9az7z1NsfeNlKld/wNJHf82mV/4LgN9rIL3w8JR8ywGRak3Xc9W3pzBnSREXfmU85XPSqdvagyUtN/7Qby+Q2tL0NNUjyOWoUzQE23oJ/WUJ0fd+CjHpM+965o84qrUIchkhtxJfshR9dw0YeOFnWwgNSYsim15vwOsIjog+nq6k5ErfS42xjMJpM6lc/QEAMTIwpWhZ8t2pjFuYdewxDjgY97V5GDNjNqIYY/vS14jForz9x1/jH3Ry0b3fQa076LQrxkQ8jgCmZGlxSGdSccGd47nj0YUUfA5F6hN7n+DC1y4kEAmc0HF9/j46vB1MSp102GvDqb5TpkyhuLiYDz74gDfeeIPVq1czJ2MOFb0VLHlrCYOBwVNwBacviZrUBAkSJEjwqbOiuofSNCPnldv5zbJa9nW62dI0wIx82wix8Ysrx3H7/HxMGknc3Lu4iHue38m7e7u4dKLUmmF/j4c7/r093sbkmqlZWHRKPtjXw6pvn4VMJlBzIJ21PN3ErIIkNEoZT2xo5NWKdn54cRlJBjVnMqtrehmbYeKCcZKLrVGjRKuU89c19agUMs4uPbph0BemZ/NeZTeranrixw/T4Rwi0yrVfwmCwB+vm8xP3qqkqc8Xj36adUrSzRqybTq+PCePL0zLRn+gxUt5uomaA0ZKWZaDdWRzi5J5aXs7/93aSondeMT03iMxMdvCjDwbz21u5bZ5BchlAnW9HuYWJR+27yNLJuAPR48wSoLPilhXLSGXgGlRMQB7Vy4DoHnXDlordzPkcSPGYhhsdsJRO/a8wx1tLXbpc2RN02Gx65h87oGenwLsXduBo9MXF7f2fKmVTU9jPbnjJ6HOsePZ1UTjXytRqPeQ1dKM5q4n8W3dhVwvx3rlhfQ/9zZeswG5UknTngiOziG2vt1EVqmVPavambAoi9xxJ1cX/2lisKrRGpX0tXi49Fv301q5h1g0wqY3Y6M2fUrOMoAAfa0epl9cwPjF57Nt6WsEvB4Gu7u49Fv3Uzxr3ohjfK4gsYiI6QRa5pypxMQYr9a9iivoYlffLmalzxr1scMpu1NSp8S39fb2YjKZ4qZJRqWOq6++mnXr1tHU1ERzczPfu/x7zM2cy72r7mVt+1ouL7r8iON/HjgtlhcTLWgSJEiQ4H+HSDRGRcsg88ckk5+sR62QsbJaajMzM3/kw59GKacs/eCD6kXj0imxG/nVezV4AmEGvEFueWob/lCUn10+lutn5PDyjnb+ub6J5gE/+3slgVTdJf3RL0s3SVG2MSmsqe3j9Z0dvL3n5NKHTxcGvEEqWp0j6jBVChnT8qyEoyJ3LSwkxXh0Eb5gTApGtYJ1df2HvdbpGiLjEHFZlGrgP7fPYuP3F6M9xMzlF1eO47vnlyAIQlygApSmH0zBPXSc2YVJyGUCPe4gi0qPHOU9Gl+ak0urw8+a2l5cQ2F63EHGpB7es9KqV5Fp+fw/KJ9JBDa9D6LAYE4xf739BqrWrsBgSyLg8+J3DXLp/32frz/zCjOu+gmCTHPEXqRZJVbmXzuG/IkjFyZs6VI0z9nli2/TGk2YUuz0NkkpvuoxY4iFZIhRGTGZjvZ/rie29218zUMYJuRjueWbIIDLYMViz8bROYTBqmb3yjbe/3slSZl6Zl9V+MndoFOIIAik5pnobfUgVyjJnzSVnHHTcPUNjdr0SaVRYEnVxQ2QFn3pDtKLitm7ajkWezpFM2YfdsywqZUp6fOfZr+9eztdPunvx5auo9Q6H4WK3go0cg2lSaUAdHd38/jjj/Piiy/GRWrwmUYUEYFzzjmHiRMn4na7cbvcLMxaiF1nZ1XrqlN7QacZp4VITbSgSZAgQYL/HVodfkLRGCVpJhRyGaVpRt6tPNCwvPjwiNihyGQCv1oyni7XEA+/W8PrOzvoGBziiS9N44uz8/jZ5WOZkW8jxyalBG5uGAAkkWrVKbGbJLH2xdm5FNsN2E1q1u4/eguW0533K7uY/atVxEQ4t3xktPSqKZlMybHw1YXHfqiWywSm5Vnjqbcrq3v41Xs1RGMi3a7AqITe2aV2ph2hrnR4gcGiU44Qr6lGDa/fPYcV/7eQ711QctzxD+X8sWkk6VW8uauTuh7p4bnYfvrXCCaAwM6tAFT2u4lFo6SPKeWSb3wPmVyO1mSmYPJ0lBoN/e0e9BY1WqPqsDFkchkTFmWj+EiNtdGmQaGU4ejyEQlFWfZEJbVbukkrKKJp13a2vvkKlEiOqNp8Gxm/+S1hn4LO73yDaEiOfuE5KDMzyXvhBTxKFXJlMoJM4MpvT2HmZQVkl9s47/Zxh533dCY1x4izy0coIKUrD3R4QeSE2uek5Bjpa/UgiiJKjYbrfvoIF9z9LS76+neQyeQM9vpZ+fQ+Aj7Jmds9IJmt/S9EUt9rfg+9Uk+ZreyERerGzo1MtU9FKVMSjUZ5/fXXEUWRpqYmKioqkAtyVGE5oU4vAPn5kjxqampCEATOzjmbjZ0b8Yf9Rz1H4+CRe1OfKZwWIjVBggQJEvzvUNcr/dEdkyo9KJVnmBBFKU236AgRsY8yOcfKtdNzeH1nO2tq+8hL0jHxQN9PhVzG87fPZMX/LSTTomVLk4NoTKS6y01ZuileqzZ/TArLv7WQC8amsalhgMAZmha6sroXrVLOC1+ZxYQsy4jXrpycxWt3zx0R8TwaMwuSqO/10u8N8seVdTy+toEV1T2Eo+KICOiJUnrAVCnDfPgYE7IsFKUajtj65lgo5TIWFqewvq4vnkp8aBujBKcvgbpmQiYFTVV7mXjeRVz74K/ILC1n6iVXMueaG5ErpIWM/jYvydkntvAgyAQsaTocXT5WPVtD/fZe1v23lqmXXE/6mFLWP/80L7y/kqBeg+2ub2FYdC7GOZPxtEhCWH/hdQAoSkvwDTqJhA2k5hoxJWuZdlEeF989IR6tPVNIzZV+t/a3Sb9ze1uk78uRItRHI7PYgtcZpHZLNwAymZyxCxeTXiQtLtVu7qZmczcrn6lGjIlSJFWQFg0+7zQONlJqK2VB1gKqBqpwh9yjOq7L20WTq4k5GXMAqKqqoqenhyuvvBKr1Upvby9jTQUICIQ7pMyA5ORkDAYDzc3NAJyXex6BaIAVrSuOeI5t3du44s0rWNqw9ONf6GdEQqQmSJAgQYJPlfoDIrXwgEhdWJxKtk3LfScQUbtofBqBcIwN9f3MKhiZIqyQy1ApZMwqSGJldS/FP3yP3e2uEWnDwywsSWEoHGVb85llohSKxIjGRPb3eBiXaTrsHpwow+1bXq/oYE+7ZNrx83f2AXyslNkUo5oUo5os66mNqiwsScHpD/Py9ja0SnkirfcMIdg1SHdGEqIYY8LiCwCoWNZC+YKrmXTeRQBEQlGc3X5Ssk984cGWrqejxkndth7K56YTCcWo2xHk6h/8jCvv/wkBnxfNo7/HdPnVAGT+/RlynnmGnKefQmGXMhFcPZIYC4cMcZOmM5Vh86TeFnf8/zqTCoN19DX4ZXMzyBhjYd1/9+NzBQ97vWO/E4VKRvOefl759XZaqwbQm9XIlZ9/idHl6yJdn86cjDnExBgbOzeO6rgPOz8EYG6m5HC9ceNGkpOTGTduHLfccgtf//rXmaeW2tIMR1IFQSA7O5v2dsmJfap9KnmmPF6sffGw8X1hHz/68EdkGbNYnLP4VFzqZ8Ln/xOUIEGCBAlOK+p6PGSYNRgOpH9eMC6N9d89m1Tj6FfeZ+YnxY+fWXDk9iXnlqcSicW4dEI6cwqTuGh8+mH7zC5IxqhRHNZ783REFEVW1fTQ5vBz8Z/W838v7WJ/j/eURBHHZ5rRqeQ8umI/AOePtdPmGGJ6nvVjC+A/Xz+Z+84/sZTe4zGvKBlBgN3tLi6ekD7CbCvB6YkY8hNyRBk0GLFlZGFOtePo8rHp9QZ2rWglFIgw0OmldZ8DMSaecCQVJMffWExEZ1ax4LoSCian0LS7H1EUyRk7EUGQMdDVEd9fUCrRz5yBftZBw5vBAyI1GDBgSvnkFj96/b08tOmhY6Zrflz0ZjUGq5r2WidiTKS32U1qnumEshdkMoFFN5USDkWpWtcx4rVwKEpPk5vxZ2VxzpfL8DgC9DS5UarPnJTokyUSi9Dr7yVdn87ElIlY1BbWtq0d1bEbOzeSqkslR5/D0qVL6e7uZs6cOchkMkwmEzabjeiBBYFwhzd+XEZGBk6nE7/fjyAIfKHkC+zp20Oto3bE+EsbltLh7eCnc36KTnnmLrQk3H0TJEiQIMGnSl2vl6KPKaxUChkLipN5d2/3YWZLw1wwLp2qhy44ZrqrViXnC9OyeWZjMw9cVEaa+fRNUatoHeTWp7cjEyAmQmO/j2hMjLeA+Tgo5TJ+c/VE7ntlNxOzLfzxuslsa3YwtzD5YwvAjytyj0SSQc30XBveYISfXT7ulI+f4BBEEVo2Qs5skMmkti1iFOSjc2QeJlK7jWhExoAoI7+wmO5GF23VUgZDx34nHzy5j+Y9knmXTCEc0dn3eAyn405anINcKSOz2EL9jl7c/QHMKVosaekMtLUedpzf7WLZ3x6lp7GejJIyAATBjPkkRaoz4KTX30uJ7fDFmTZPG23uNla2ruSV/a9wXu55zM443IDoVFE8w07Fslbe/dsenD1+imcc3en7aFjsOnLHJlG1vpOpF+YhV0gxru56F7GoSGaJldyxSVjS9Lzyq+0kZZxZadEnQ6+/l6gYJcOQgVwmZ37mfNZ1rCMSi6CQHV1eiaLIjp4dzM2Yy86dO6moqGDOnDlMmjTp4D5Rkag7hKCUEekfIhaIINMoyMyUWh91dnZSVFTEubnn8si2R9jVu2vEZ219x3qyjdlMtU/9xK7/0yAhUhMkSJAgwadGLCbS0Oc9JcLlnkVjmJhlOWbN5GjqMb80O5cnP2xi1i9Xcv2MHH551fiPPbdPguVV3ShkApNzLKSaNLxzwJW4JO3U1GNePCGdGfk2BEFyVZ4/5vTuafj0rdORCQKaM8jI5nQi8OKPiLbXof/2C8fcL7zlNdq++T0yf/x/qBddz+B3z0PQGjE/cmLOoqG9Wwgo5QxFoohCKq8+sgOZQgABvI4gXmeQoqmp5I1PIqvMht584m2hcsclseC6YsrmSlkT6WMsAHTWDWJO0ZKUlUN/WwsdtdUolEpS8woQZDIqV39AY8U2FEoVdVs2otToEWTakxapP9/8czZ3bWbDdRsOi1o+svUR1rSvQSFIj+Ddvu6TOsdomXVFIWq9kk2vSQ7HqSch/gHGLczknb/soXZLN+VzM9j4Wj27VrQhkwsHW/7kmbjxoVlo9Ce2gHGmMDA0wNdXfZ0HZj0Q74saaY7wzKZnWLBgAUsbl7K7b/cxxWGrpxVHwMEU+xQ6qjowGAycd955I/aJekMggqbYylDVAJ517QgygeQD93lYpKbqUlHIFHT6OuPHBqNBtnZt5coxV55wvf/pRkKkJkiQIEGCT42abg+BcIzSUyCsyjNMlGec3APXoeQm6fndNRP5x7pGPqw/vA3L6YAoiiyr6mZ2YRLP3jaTQDjKyuoeAuEYY06hadCxWtWcbuhUiUeYj0PP318l0Bul6KrtyPOnHXU/zxsvEhxUMvjSf1G+9zw9H3gRFG50s39EcNsHGH7yAaiP/xkM1lYxqJMyFQZ7jQgygVhEpGxOOtUbu0CE6ZfkfyxzIrlCxvizsuI/29L0aPRKWir7ySq1kpyTS8P2Lbz44PcQYzHK5y/iwnu+TWvlbpKycrBlZlG3ZSNaYzKhCJhTRy9S/WE/X1v5NSakTGBN2xpCsRDdvm7SDQfLDKKxKDt6dkiRNhEEhBEC45NAEASmnJfLkDtE5boOUnNP7ndm7tgk0gpMbH6jAY1Oyc7lrRRMTmH8WVmoNAe/ixb7mZteejxerH2RPf17eLfxXUptpWT4MqjZWAPA+Zeej0KmYG3b2mOK1IqeCkDqj7ps5TLS0tIO2yc6KKX66qangVzAs6oNAG1PMklJSXR0SGnXMkFGmi4t3gYnJsZY0bKCQDTAvMx5h417ppGoSU2QIEGCBJ8aK6p7EAQ4q+TEemN+0lw1JYsLxqXR5vSflk6/9b1emgf8nD9WeqAZjnQWJOvjtbkJEoyWWE8DQ90xYhEZzl9+Hd9vvgBB7xH39e6QDLRcO3voWdmPJjcFMSKj6aEXaXvNRXDVf0bsH936X0JP3w7R8IjtoeYW3AY1MrkCR7eWmZflc/4d41hwfTFao5KUHOMpd88VZAIZYyw0VPTx7A824nPpEcUYcoWScYvOZd/61bTXVNFRXUXu+EkUTZNqUxUqKyqN/IQigg9uepDtPdt5svJJQrEQAPWD9SP2qR+sxxP28ONZP+btq94mRZdCl/dgn+Y9fXtY3br6FFz54cy9egy3PDLvpKOcgkxg/rXFDHnDvPf3vRhsas75cjlZJdZTPNPTk2A0GDcp2ty1mS5fF3mevIOve4JMs09jTfsatnZtpcnVdMRxKnorsKgtZOuz6evrIz394CLG0L4BIgND8XpUhUWN7ZoSTOfkoMo3EWxykZeXR21tLe+++y6iKJJhyKDL28UfK/7IvP/O4/7192PT2JieNv2TuxmfEqeFSBUE4UFBEERBEETgyO9qggQJEiQ44/lgXw+Tsi2nZcRuTKoRUYSGviM/rH+WDPdyPbv0oLj/9ZIJPHPrjM9qSgnOYIZWvIQYExAU0LfOSeu/9uJf+g/pRVGM7xfr3o+/I4LSoiYalCNTysj+z2uo041EA1Kateed10eM3f3zh2n41YcM/f2OgxujYYKtPXhNWnTmNASZgpKZ6RRNTUWhlHPBneNZ/OWyT+Ra5ywpYtEXS8kdn0ztVqlf6MRzL2TRzXegNZp4+w+/IhIOkTN+EvlTpiNXKhHkSZhStKNOl+zwdvBe03tcX3o9No2NVJ30PW0YbBix3/ae7QDMTJ9JpiGTDH1GPN03HA1z39r7eHDTg6foyg/n0IjnyZCaa2LJfVOZ94UxXHz3xP8Jg6Rh3m18F0fAwez02ex37qeyvxK9qCcpSSpdcTgcnJV9Fk2uJu744A4e2fbIYWNEYhG2dG1hUuok+vr6iMVi8UhqsHGQgX/vY+A/1fFIqtykQlDKMJ2Ti36ynZg3zNlT5jN58mS2bt1KV5fkLtzh7eD56ufJt+Tzi3m/4JVLX0GrOPMdz08LkSqK4oOiKAqiKApA/mc9nwQJEiRIcOrpdgXY2+Hi3PITN+74NCg60BLnw/p+nvqwCacv9Kmc1+UP8+7eLlbX9h51nw31/RSm6EfU39r0KrJtn9/UugSfHP6N60AQyfjlLzDOnQyCiHfZuwA4vzkf5z3TEfd/gOex7yDGBFK//U0UVj2p37wXRXIyab9+jJS770CTbcKzs2lE1HSoSxKC7f/cSKxOarURWvkk/m4Rr84AMitJGYYRbVAyiiwkZZy4m+9oMKdoKZ+bwbxripDJk5hyyd3MvfYmVFod537lHkRRRKnWkFU2Dq3ByJce+TNy9RTMKaP/blX1VwFwWeFlPHn+k/zj3H+QrE1mT/8eHtn2CF9+/8tU9Vexo2cHGfoMMgwZAKTr0+Opmq/Xv06nrxNHwIEr6Dqpa93WvY2r3rrqE3UMTiswM/HsbJKzPpn363REFEWerX6WYmsxX5/ydQDWtK1BG9WSlZWFIAg4HA4WZi0EpLTbXb27iMZGZuUsbVhKl6+LKwqvoKtLet/T09MRIzGcr9YhKGWEO314N3UiqGQI2oOLCuoCqR5VbBvi3HPPRSaTUVVVRbohnb6hPvwRP9cUX8NlhZeRoju9/QRGy2khUhMkSJAgweef7S2Sk+f8otPzD2hesg6ZAL9+v5aHlu5jwW9W0+Y4+Ye9uh4Ptzy1lee3HO4meigPv1vN3f+p4Janth3xfKFIjC2NDuYVJZ/0XBJ8RnTvhdhplj4uiviqmtGk6zFdehVZ/3oeXYENz542xIEWelb0073CS8MNd9P12n7Uucn0ZBVRuGEL1lu+iqOzg0BWBslf/z+Mi+YTGJAT3vyaNHQ4QDQQQ51mJDIkZ/AfvwDA8a/Hicpk+KJRQgEjGUXmE5ryypaVvFT70se6bFOSFoVShlI9BqVaqo0dM2MOtz/2L2599O+odZIotaRl4nXGTsg0ad/APhQyBcXWYgothfH/Pmj5gOf2Pceu3l283fg2O3p2jKhXTDNI9YSt7lb+vPPP6BTSHI6WKno0nql6hj9W/JE36t+gzll3WAQ3wcdja/dW6px13FR2E2W2MgrMBYiiiCKiwGQyYbFYcDgcZBmz+PX8X/P1yV/HG/aOSPcOx8L8dfdfGZ88nrNzzqajowO1Wo3FYsG/u4/IQADb9aUo0/REPSGMC7NHRPLlSRpkJhXBJhc6nY6CggJJpOoOpguPTRr7qd6XT5qESE2QIEGCBJ8Ktd0e5DKBMfbTcwVerZCTl6QnGhM5p8yOJxBh6Z4TNzURRZE/r6zjoj+tZ3VtH69VHL0HqyiKrKvroyBZqsWraHUC8OqOdna3DRKLSYZJQ+EocxMi9YwivPN96i+5Cv+Lvz75QZo3gOPUVkFFqtYw1CPimTCW6vVS/aPxrAWEXDLcf/4OYlTAcv5cVMXj0E+fQOSBB3nr0V+xb90qBtrb+M8D3+KNR36GKIqYrrsLANfzUqpwtGEnsbAMywXz0ORYca6pI1b9AYOVfoQZJSCKiKI17ro7Wr655pv8bPPPqHHUEIlFTuq6BZmALUPPQOfIdH6lSs2QV8W/f7CRdS/sx9XrJxYVT0ikVg1UMcYyBpVcFd9WZCkCpOjq5NTJvNskpYseKlLT9emEY2FuePcGRER+d9bvgOOLVFfQxV0r7uIfe/5BMBrkjfo3eKryKda2S306272nf9/nM4lNnZtQyBRcVHARcpmcNy5/g7cuegtBFDAajdhsNhwOaRH2ooKLuKjgIgAe2vQQN75zI/1D/Wzp2kK3r5vbxt8GQENDA/n5+QiCgHd9O8o0HZoyGyl3TSDjgZmYFueMmIMgCKhzTYTaPACMHTuWwcFBDEHp76lWoSXf/PlKRk2I1AQJEiRI8KlQ0+0hL0l3WrcMKUw1IAjwo0vKmJBl5oN9PSc8xpYmB7/7YD/nlNm5fFIG+7rcRGPiEfdtHvDT5Qpw85w8dCo5FS1O+r1BvvPKbm56YgtX/PVD7v3vTmx6FbMKT32/0QSfHM6//ZawV4H73fcBCC3/O0NP3zfq48UhFy1f+jIDD3315CfRUYFY9eaITZ5XngBRYDca3vvrH+jcX01P2UxERHrf2A1Ayvd/Rs7zr5P9zEs0Vu0BYN+6Vbz5u18QGvLj7OrA0dmOqqAIXVEKg5vbEN3dBPduBkBVNgnbrXcQ8ijo/eE3EKMyIjPmAiDIbGScoEjVK6VFnJvevYm5/52LI+DgwY0PUj1QfULj2NL1OLp8APS3e3H3DwHQUNGLZyDA3jXtbHlLEoijFamiKLJvYB/lSeUjts+wzyBVm8q9k+9lin0KjoAkYg4VqRl6Ke3XFXTx8LyHmZ0+G6VMeVyR+mHHh3zY8SF/3vlnnqp8imZ3M1ExGk8TbvO0jWruCUZHm6eNTEMmarmUoi4IApqoFI03GAxxkSoeqOfO0GeQqktlb/9e9vTv4e4Vd/Na3WsYlAbmZ87H4XDgcrkoyM3H+fJ+wt1+DPOltGGZRoFMd2RzK2WmgagjQNQXJjc3V9p4IDO81FZ6zP6sZyIJkZogQYIECT4Vars9lKZ//JYxnyR3LijgF1eMJzdJz3nldna2DtLrDpzQGBvr+5HLBB65egLzipLxh6I09fuOuO9wy5v5Y5KZkGWmonWQNbV9ce+algE/D185nmXfXIBJ8/nsPfh5JNjRzI6OiWyf/G26muUQCdL+8z/T+PtlRHa+Q2zfe8QiUd762fs0ba474hhDb/0Nf68Sb1XHSc+j5wf30nzndyAiGbEQjeDZsBNsavp6uhFjMf774+/y7rP/IjA2i0hAjsqmRJEmpRDGolEadmxFJpfTtm8vzs52zv3KPQDsXbWc5t0VWG78EmGfHP9LjxKqqQRAPXEOpqtuRK6T46wSEZTgS5IMYsypaSfUAzUSixCIBCiyFFFiLcEf8bOiZQWv1r3Ky/tfPqH7Ycsw4HeF2PF+My89vI23H9tNLCbSWT9Iap4JjV5J817pO2kahUjtH+rnkW2P4A65GZt8MNXy1Vdfpe79OlZcswK73s7UVEmYJmuTyTXlxvdL00v3xKQysSBrAXKZnFxTLpu7NvPzzT+P9+L8KLv7dqNVaMkz5fF249tEYpF431W9Uk+7JxFJPVmcASmbZWXrSlrdUqlGm6eNLGPWiP28Xikir5drMMW0BINB/H6pXEMQBC4puIS5mXN5dNGj7Hfu54OWDzg752xUchUNDVI6drrXhL+iF+PZ2egmH9/xXpUltXoKd3ixWq1otVp8/T4UguJzl+oLCZGaIEGCBAk+BbzBCK0OP6WnsKfnJ8G0PBs3zJTSrBaXSQZP6+tOrHfqxoYBxmeaMWqUjMuUau+qOo9shPJhfT/pZg35yXqm5Fip7nLzzp5O7CY1a+47i7X3ncUNM3NOSzfkBEdn9R9X0Zh1IS5THl26SXgf/z92Wa9l85QfUXfnA9Re8006nv4LbR0qtj+94YhjuN6QXHOD/aGTq2sVRXw1/QT6FYS2vQ1A4LVf4uuIMTR9MmIsRmbZVNR6CyDQP2E2AEPFeTg6JWFc8+FaAl4P6SWLASiYMp3ssfOxZeax4+3XefXhHxOYNh+ZEtwfrCLU3ExYLcMtVyGoVJjPkcY0lGXi7O5CrjRjy7Cc0GX0D/UTFaPcWHYjv134WwBWt0lpylu7t57QWLZMKSK7+Y1GLKlanN1+ajd30dPsJnOMhdRcI9FwDLlChsFy7O9cNBblvrX38ULNC4xNGsu8DKkvZW1tLXv37qWrq4tYLAbAxNSJyAU5U1KnjKgzLLIUcfeku3n1slfj2/LN+VQ7qnmx9kX29u894rl39+1mbNJYJqRMoMXdAsD3Z36f78/4PsXW4kQk9SNEY9FRpYkvbVjKghcX8MD6B/jm6m9y2/LbGBgaoM3TRo4xB1EUaWpqIhKJ4PFIabf+p+vRb5TEaUVFRXysb039Fo+f8ziLcxbz0JyHUMlUXFF0BQCNjY1YLBb0DhkykwrzeXkIsuM7SasypdTeUIcHQRDIyMigu6ubx899nDsm3HGco888EiI1QYIECRJ84uzvkf6gl6Sd3iL1UApTpNTf1hMwT/IFI+xqG2TOgdTcolQDKoWMqk73Yfv6QxHW1PaxqDQVQRCYWZBEJCayuraPs0tTSTKosehUhx2X4PSmaXcfDe480nuWEnL9hT6jga4nP8BtyiegSWLD2J+wds4fqHhPSv/sFbPxtBxirhWLMvSPr+KuHAQZRAMyoq2VJzyPaFslwUHpwdf3/muIfXV0//nfyDUKXOOmgSCnv2sOKL+MILfTPujGet0VrBO0PPvde3nppw/w3l9+j8GWRX9nCWULb2butV/htd9UIMomkj12AoIgo2HXdvTjc/DUDDJU387+3FSee+BbuHq7sd75XQSFDMPVX6SnsR4EK+bUE2uN0emV6sLT9enY9XY0cg1burYA0OJuibdwGQ2pOUa0RiUTFmVx7Y9mYMvQs+7FOmIRkYxiC6l5UqaHKVlzXNHw0v6X2N6znYfmPsQLl7xAuiGdffv28fLLB6O78WibUs/D8x7m7kl3jxhDLpPz1YlfjUdUAYqtxfF/DwvQQwlEAtQ6apmYMpFxyePi2y8puIQbym4gy5CVEKkf4f7193PPynviPwejQb6x6hvxzxGAO+Tmt9t/i1yQs7RxKTnGHJwBJ/evvx9v2Eu2MZu6ujqeeeYZdu/eHX9vtaKKVNHMmNxC1q9fH99+KJcXXc7GGzbGe5d2dnaSnZ1NqNOL6gRcrWVaBYpkLaE26RyZmZn09vYyOWkyNo3tpO7N6UxCpCZIkCBBgk+c6i5JpJWmnd7pvoeiUsiwGzV0DA6N+pgP6/uJxETmFEomR0q5jLI0I1saB+L1SsN8sK+HoXCUyydKdWkLxiTzyJIJzB+TzI0zcw8bO8HpTzQaY8OL+9B5O/DrmxDFMG5diNCQErd8ABmbUNuTickUtKcsQBbsRERk3xMHI2mBN/9I8x9WI9PrSL3lKgCCuzaObgIhP8G/34TYVUlg/TvAAZG6dSd931zCUK+C1P/7Bu31+5Ep0knKtJA7NhmFOg9nVxPCl25jyO9Db7XidQww88rrkWm/gCAo8Xvy2fBKJwFfmICvkCu++1MySsqo27oJ44WXEQ3KGeqR4UlKIRIK8sE//4KyoIgxGzfhKpuIs6sDQVGCJfXE2iYNt2hJ16cjE2TkmnIJx8LIBam2/YZ3bmDxy4t5puqZ446lNaq45ZF5zL+2GLlcxjm3lKMzKpErZKQXmknNlRbRRlOPurFjI3mmPC4tuBQAv9/Pa6+9RlpaGpdffjlAPNoGkqFOoaXwuON+sfyLvHDJC6hkqiOK1L39e4mIESalTmJ88nhAujc6pXRfs43Z9Pp7CUaDxz3X/wKhaIg1bWv4sPNDenySx8DatrWsalvFd9d9l/4hKVPmib1P4Aw4+ed5/+Tm8pt5bPFjXFF0BZu7pDrrLEMW69atA6C1tRWPx4NaUKJQSGnW80tnEgqFqKqqOuI8hutZ/X4/brcbe0oqkT4/ygz9CV2PKs9EoGYA96pWMjMzEUUx3s7m80ZCpCZIkCBBgk+crU0Okg1qsm1nVoPxLKuWdufoIqnRmMgfVtSRadEyPd8a337NtGx2t7t4cdvI6MZbuzpJN2uYnietgAuCwBemZ/PsbTPjacIJziyqN3TidkRJ7nydnkgMuUJNONyN4ck3iQR34HduYtzCQbTiSsSYlyH/S8g8H9DaeiC1NBaj/4mnkKlk5L+7CuPl1wEQqtl9zPOG1/8b5x3lBF75GY1/2I7jF19nqEKKEhmnFuBpEhnYEcZy4XwUlyyht7kBmTyX2VcWcum9E0nKKgUxxqZXXwBgzhe+waxrfsK+TVmE/JA3IZmeJjdd9S7GTEtFFKGv1cOYGXPob20mNHMxghxUGWZc4QgGq42WPTtp3bsbucnErmVvo9YZkatOTKSGo+G4SB2ONg7XdE6xTyFZm0xUjGLX2fn9jt/jCx+59vtQDk23Tck2cu0PZ3Ddj2ag1ikPRlJHIVKrHdWMTR4bH6+iooJIJMKll16K3S6VCrjdh2dQHA+9Us/YpLHkmHIOE6nBaJDfbPsNJpWJyamTKbYWo5ApKLAUxPfJMmYhItLhPfla5s8Tu3p3EYhKtb0rWlcA8E7jO1jUFrwhL//c8096/b38t/q/XFJwCdPTpvOd6d8h35wf73sKoHQpaW9vR6lU0tbWhtfrRSeoUedKnxlrVI/Vao3Xmx6N7m4p8p+iskCME4qkAlguKUA7Nhn38haS5NKiSn//iZWknCkkRGqCBAkSJPhEEUWRzY0DzCqwjXhAPBPItGppd44ukvr3dQ1Ud7n5/kWlqBUHHYxvmJHDnMIkfvJWFW/ukh4cB/0h1tX1ccmEdGSjqEVKcPoTi4lULG/FFm3DpXGgM1soX3gJYmyAvdubEWNSeu/qp/+Bw1VF2LcckRihWD0OeQaxgI/gyqfxNESwXbIAmcXEe2+9RVuykaHtm4i8/6ujntvx9FN0rxfpePRlQGBgQzu+HVWorEpSHvoj1muvwv7D75P2yF9o2bMTALm6IO6ymzN2HILMQMP2zSCoWPtiP2ufryUlx8iV357M7CulCGBOuY3510npqD1Nbkpmz0OuULBr7Qqy//kvjL//K9FwiFlLrsNgS2Lz6y8w5HHTsGMrmaVzEQTFqNN9g9Egi19ezB8r/ohZbY5HCvPMeQAUmgv578X/5a0r3uKeSfcQE2Ps6dtzom8bKo0Ci10aW29WM//aYsYtyDzmMQNDA/T4eyizlQEQi8XYtm0beXl52O12TCZJuBwaST1Rck25I0TqM1XPMP+F+VQ7qnl43sOY1WZUchV3TbiLLxR/Ib5ftjEbgGZX80mf+/PEpq5NyAXJkGppw1Ja3C2s61jHpYWXMtk+mZ29O3l237NEYhG+Ommkk/aM9BloFVoEBOp21GE0Gpk3bx4Oh4Pu7m60URVKux5BLScyMERhYSHNzc1UVlYeNbrZ0yNFcy0hKYKqPEGRKtMosFxWCALI6iXxfTKLIWcCp4VIFQThQUEQREEQRODUNgRLkCBBggSfGe1OP2tq++hxB5lVcOa1UMmyaul2BYhEY8fc74n1jTzyfi0XjU/j4vHpI16TyQQeu2EKE7MtfPPFXTT3+3ivsptwVOTyScd+GE5wehMNx1j5zD4GOrw07+7HMxAgrft9egx6xi06l9I5MwCo37YUgAU33c64RedhTEohFmlGEGRExRBBehhY8R4Df3sMQQGq237MrmXvUL9tE93JJgYrQzTd/ySizzFyAr3V0FeLv0aq2wy5lagzrUQDcvzdcuQXXIhLISPtoV9gu+lLCEoljTu3I1caSCssQKWRUhXthRZkKskdVCZPAwT0ZjUX3jWejDFWbOl6LrxzPOfcWo7WoMKUoqWn2Y3BlsS4RedStWYFsZJi3OEQAKn5hUy/bAnt+ypZ//zTiLEYettYyZDIphnVva131uMMSk6rBuXBB/k8Ux4gGQyl6dMwq81MSJmATJCxs3fnib+JH2HCoiysacdOwaxx1ADERWpfXx8ul4uJEycCoNPpkMlkH0uk5phyaPO0ET1gmrWqdRVJmiT+uvivLMw+GOG7c+KdnJ1zdvznYmsxAgK1jtqTPvfnBVEU2dCxgQnJE7i59GaqBqq45PVLUAgKloxZwoTkCdQ561jRsoKZGTPjAn8YtVzN3Iy5lAgltDS3MGfOHPLzpV6kTqeT9IgFmUmFIllLZCBAQUEBoVCIV155hbfeeuuIc+ru7sZgMKDsjSBoFcitJ26KJzeqUBeYCVU6MBgMCZH6SSKK4oOiKAqiKArA56sTbYIECRL8jxKMRLnuH5u55eltAGekSM206IjERHo8R6/vquxw8av3ajh/rJ0/XTf5iNFim17Fo9dOQhTh3cou3tzVQUGynrEZZ06NboLDaatxULOpm/Uv7Wf7e80YrSp8rmYQBMaffT6ZpSUoVAaiwQYEuY5pF1/G+Xd9nbL5ZwFQvvBsNDoD0VAtLa99QE+jmp4F1/LkT37P6mf+BYDPbEU/Pp9IQE5w09L4uUV3F113XErXLRcSGBDQlWUhqBRk/OEvJN36RdJ/8VN26028/PMfEjsgdIY8bpp37QBZHlklB41W0grMyFXjAAFBkcFV35nKdT+agUZ/sO1RweQUtAbJyCst30R7jZPuRhfTL7uaWDTGrmVv098mRf6SsnIYf/Z56MwW9q5ajiEpmXDYhilFO+rMgWrHwR6oA0MD8X+PTx6PUqZkUuqk+DaDykCxtfiUiNQTmVtpUilAPGqWlXWgTUlYxKCXxIPPd+QUZL/fz4YNG4hGDzo379q1i1WrVgGSGA/HDqY7d/u6mZQ6iflZ8485N51SR64pd8T9+1/BF/ZR76yP/7yqdRX7+/dTXl/O4IZBHlv0GJcXXs4rl71CoaWQccnjiIgR2r3tzE6ffcQxfzz7x9yQcgOCIDB16lQyMjJQq9WMyStkYjQPuUGFwqYh6giQn5+PUil9Zw59Xw+lu7ubtLQ0gnVONIXmk84u0k5MIdI/hEGr/1iLIaczp4VITZAgQYIEnz+e2dhMu3OI8ZlmStOMFKacmEHE6UCWVUpNbD+Gw+9DS6uw6VX8eskEFPKj/1nNsGiZmG3h3xtb2NLk4LJJGWdc+nMCiea9/bz4i63s3yql7nXUDtLX6mH6WCcOvQaLToPFnoZcoeDqH/0CmSIJa/pEBJn0+Rh31jko1RrGLlxM7qQpxCIdbJVfycZZv2CnVyQWqkVrmohCMxV/YAjLT34BwNCGldIEYlHcv/gig7VKBuvVgEDKt75Dya7daCZMJvW7D2C+6mo691cT8Ljprt+PKIqsfPJxwsEgctVkMksP1k2bkrSk5mWiMt6IxjiDlGwDKq3iqNc/7aI8NHoFb/x+JwqVhfwp06hcs4LepgZ05iR2vN+JUq1h6sVXAFA4ZQY9zR6STsAkpsZRg1Fp5DvTvsOjix6Nb88z57Hlxi2UJ5WP2H9SyiR29+0eVauRj0v1QDWZhkxMKmmRqbOzE5VKRVJSEmI0RudDm9C4BOrq6vjNb35DY2PjiONFUeStt95ixYoVtLQcTOndunUrW7ZsQRTFeO1ts7uZaCxKr793hAvwsSizlf3PidRILMI9K+/hhndvIBwNE41F+e323zLfN5+AI0BHRwdmh5mfz/s5uaZcBgYGGGs72Ft0dsZshoaGWLlyJcHgwUVJq8ZKzB/DbDajUqlQKBTcc889XLXgEmQIyE0qFEkaIs4AGrWGe++9l8mTJx/R5TcSidDX10eqMYmoK4R6jPWwfUaLusACgEGmTURSEyRIkCBBgtEQjYl85d/befjdGs4qSWHpvfN47xvzz0hBNixSj+bwG4rE2NU2yJKpWaNqF3PhuDS63QFybTpum/fZJA6Fw2FCodBncu7PC3Xbe+hv81K3rYesUivWdD2Tzs3B3r0Cp15DZnFpfN/M4kJu++PjfOHH34lvs6Zncu8zL5NdPp7M0nIQfUQZojB3gFhoJ2PPOofbHv0ROqtUC+pWqJDrZPh37Sb83Nfw/+pSut9pQzsmA5XdjKCUoZ21KC6CAdx9PfhdgwBUrVnJqw//mNqN68gsOw+FJpX0gpHmXIWTU5ApUknNS0J2jMUWAGuankvumUg0EqNuew8TFp+P3zVI3daNyFU5VLzfQm+Lm0nnXUTx7PlYM2Yy5A5ROif9mOMeSrWjmhJbCTePvZm5mXNHvKaUKQ/bf3zKeIYiQ7R6Wg977VTT6GpkjGVM/OfOzk7S09MRBAHXO00QE9GJKoaGpN8bH3744Yjj9+7dS02NlDI8bHoTCoXo7u4mGAzi9/spsZYgF+RU9FQwEBggIkZI1x/7/nV0dPD0009TYi6h29fNYGDwFF716c3TVU+zvWc7Q5EhGl2NtHha6PB0kOJIYfLkyaSnp7NmzRpisRgdHR089thjNFU2ka5PJ1mbzBjLGNavXx//71AGBwcxmw9+X4xGI6JPWgyRGZQobFqIikT6/JhMJqxWK36/n3A4PGKcvr4+YrEY1rC0WKP5GCJVYdMgqOXooircbjc1NTU0NzeP2Ge4T++ZSkKkJkiQIEGCU0rLgI/l+3q4fkYOf7p+MsAZKVBBin4CRzVP2t/jIRwVR522e+XkTOYUJvG3m6Zi1Bz+oP1p8Oabb/Lf//73Mzn35wFRFOncPxj/uXBKKtf/eAZzFhvpWLORiFxO9uyzRhxjStaiN4+sPRv+TmSWSBHBsllR+gY3oNbrmX/9l1DrlGQUSQsZjvY2dEV23LVB6n++ipZ/NyG3mMl84nmyn3mB7H/+C1EuRxRFGnZsIRwI0Fkn1STqzBb2rHyfjpp9nH3LnYiyaaQXmFGo5CPmUzA5FYDU3GN/lhsGG6hz1mFN05OSY2T/1h7yJ00jNa+QktnzEZTSte9c3opKq+PSb36Ppr0i5lQtOWWj6+UYjUWpc9ZRais9/s4HKDRLgr5xsPE4e348orEore7WuIFTNBqlu7ub9PR0XG834t3YiaCWoxel91uj0dDQ0BA3zIlGo6xatYq0tDSUSiUDA1Iqc2dnZ1xUOBwODCoDE1Mm8mHnh4c5HB+NYaGSKUi17mdKNLXH1xNv0VXZX8nz1c+fsMBe3rycDL3UzqvGUUOtoxZzyIwYEykqKmLOnDkMDg7S3NzMsmXLEEWR2tpa7pxwJ/dOvhefz8fWrVuRy+Vs3ryZxx9/nEceeYSVK1ficrmwWCzEghEcL+8nMjBEzCMJULlJhabUiqCU4V4pLZAMC1qXyzXyOodNkxxKFMlaFKOszz4SgkxAlWlA65cTCAR4/fXXeeGFF+JRVY/Hw2OPPXZct+HTmYRITZAgQYIEp5SGPqkG65ppWZg+IyF2qtAo5STpVXS5Akd8fd+B/q/l6aMTqXaThufvmEXZKPf/JOjo6KClpeWwVf4Eo8PdH8DrDDL53BwKp6RQOCUFIkHabziXdqf0WJVVPn7U4yVn56LUaNm37kV6mxu44O5vordIEZa0MVmAgp7GJnRnXQiigOWy80n97n3kvvIWSrsdVV4eLSE/f7vjRnZ/8B5vPPIzPnzpWbr21yBXqskadx4KtZp5N3wLS8ZsBtp95Iw9vD7clq7n7C+VMnFx9mGvHcp96+7jwY0PAlA8w05fq4e2mkFu+tWjzLv+XkJDAkabhoaKXvpaPTg6ffQ0uRm3IBNhlPWoLZ4WhiJDJyRS882SoG90SSK11lHLfuf+w/oTf1w6fZ2EYqG4gdO+ffuIRCLYjcl4P+xEPzONpBtK0YuSABnumVpbKy0a7Nq1i8HBQc4++2ySkpLikdS2toMtqhwOySBrdsZsqgeqqRmQoq52nT2+z6F1iOFwmHA4TG9vLwDWqPT5ORNE6rr2dZz7yrn8p/o/+MI+vrH6G/xy6y+57I3LRi1Uw9EwdYN1nG08m0mDk6hx1FDjqCEllAJItcIlJSWoVCreeustWltbsVqttLS0cHHOxVw15ir27NlDJBLhhhtuQK1Wo1Kp0Gq17N69G7fbjcViwbupC/+OHvy7+4h6QiADmU6J3KTGuDCLoT39hNo9RxWp3d3dKBQKtL0Cqmzjx753yiwjGrf0OycYDBIIBHj77bcBWL16NYODg1gslo99ns+KhEhNkCBBggQfmw/29XD/q1L7h8Y+qRanMPnErPVPV+wmDb3ukSK1zxPk/lf38H5lNzqVnLykM6PeNhKJMDg4GE95S3DidNZJjrMls9M4/8tjGPrF9fTecQ7upjDdY7IxpdgxpaSOejyZXE5W2VhikTCLb7ubwqkz46+lZpsR5ElUrl3Oen+Q/DdeJ/2RR0m69VaUaQejag07thLweVn5r78CsHv5e9RuWo9Sk0FbdRbzbniEzW+GePeve7Cm65lwdtYR51I2JwPjMaI7Hd4O6px1tHkkQVU6Ox1bhp53HttN3bYeelukRZvFN5ehMShZ83wtNZu7EGQCxTNGV08JxEXZiYhUnVJHmj6NRlcjPb4ebnz3Rpa8tYSHNj006jFGw3Brl1xTLhs3buTVV18lMzOTzH4jyARMi3ORm9UURdM4b9JCSktLsVqt8f6YO3bsIC0tjTFjxpCcnEx/fz/PP/88GzdujAuKtrY2VqxYwWz7bEREXq9/HYB0g5Tu29PTw+9+9zuqqyUR+tprr/Hcc8/FI3VBb5B0fXr8Pp6u9A/186MPf4SIyHPVz/Hojkfp9fdy/4z7cQadPF/z/KjGqR+sJxKLoO/RU+gspLa3llpHLTmxHAwGAyaTCZVKRXl5OYODg4wZM4bLLruMWCxGU5PUVKSrqwuTyURhYSH33Xcft956K5MmTYpHJs0GE9710u/MUIubqCeEzKCKL7wY5mWCDIb2DRxTpKYmp4I3jPIE6rOPhirTgD52sMxk2rRp7N+/n/Xr17Nz506mT59OUtKZZ1g4TEKkJkiQIEGCj82fVtbxwrY2hkJRGvq8JBvUmHVndhR1GLtJTfcBkdo64Oc3y2q4+cmtvLCtjVU1vZSlm86YXqdOpzMeWTo0cpNAYstbjezf1n3MfVr3OdAaldjS9Qy9/S96Xt+HY/MATaWZOIYCnHXz7Sec3n7BV7/JrY/+g0nnXTRie1KWAYV2PubUAuq3bSZiHyl+I+Ew4VCQjpoqlGpJXM644hpisSiCTIagWIAowvZ32zBY1RRMTuG828aiUI5M9R0ta9rWAOAMOvGH/Wj0SpZ8dyrpRRZW/ruaynUdKJQy0ovMzL16DL3NbnYubyW7zIrOdPya7WFqHDWoZCoKLAUnNL8CcwGNg408sfcJorEoE5InsKlz0wmNcTya3c0AeBu9LF++nPLycm6+6UuEdzrQjktCblIhN6nQoWZ8UjGCIJCenk5XVxdOp5POzk7GjRuHIAgkJSXhcrnYv38/Op2O6dOnYzab2b59Oxs2bMAcMJOiTaFqoAqdQodRKUXfhoXVpk2biEQi1NfX09LSwuDgICBFYkttpad9JPW323+LJ+Th7kl30+Ht4IXaF7ih9AZuLLuRRdmL+E/1f/CHDzetC8fCvNP4Dn+q+BNtnrb4dUbdkqNuZ28n1Y5qzENmsrKy4t/H+fPnM336dJYsWUJOTg4qlSpuajXsunsoGRkZ8X+ru6PEfGGU6XqCLR6i7hBy48HPtEyjQJVpJNjgwmiU3qdDRaooivT09JBikFLelekfX6QqM/TxiL3JZOL888/HbDazcuVKLBYLCxcuPM4IpzdHt25LkCBBggQJRkF9r4e9HdIf407XEI19PgrOQCffo2E3adjbIa2mP7elhX+sa0SnknPDzBye39I66lTf04Hh+jeZIEuI1I/Q1+Zh+7vNyBQCKrWCrgYXXfWDXHT3hHgrllAgQvPufkqmJxH+8EX63nqd9cVZZE6dSm11FRPOPp8x04/cyuJY6MyWI283qTAmF2FLs+PsrKVzfzXFMyUTIXd/Hy/99PvIZDJ8g07OvvUubOlZ5IybQPGsefjdSt79m9SOIxKKUXpOOjMvOzHR91HWtq2N/7vT20mRtQiVRsGFd43njd9X0FXvImOMBZlcRsnMNGLRGBtermf8wiNHbgECkQAquQqZcDBuUu2opshadESDpGNRYC7gpe6XqB+s54oxV5BpyOSPFX/EE/JgVJ1ceqU/7KfF3UKprRRBEGh2NWNSmehu7cZms3H11VcT6fAhBiJoxycDIGgVoBCIHmhdlZ6ezr59+6ioqABg7FjJVTY5Wdpfq9Xy1a9+FYVCQX19fVzcuFwurii6gn/u/Sdp+rS42Br+7ra2tlJRUTEidV8QBBwOB2X5ZaxpW4M/7Een1B31+nxhH56QZ9TOwaeKHT07eKfxHb4y4SvcMf4ONnZspDypnO/N+B4At4+/ndVtq3l5/8vcPPbmEceual3F/evvB+DVulcZYxmDQWHA5ZDum2xIhgcPwpBAZubBXtRJSUlcfPHF8Z/tdju9vb2Ew2H6+/spKysbcZ709INGVYo9PlT5Sein2nG+sp9Qsxv1R8zH1IUWPOva8K1ox6DVjxCpbreboaEhkmXS3wtl+sfPNFJY1OgO1D7n5eWhVCq59NJL2blzJxdeeCE63dHf9zOBhEhNkCBBggQfi9d3Hkwb7RwcorHfx/ljP90Hnk8Su0nDgC9IOBqjvtdLid3I21+fh0ImMCbVwILilM96iqNmWKTmxJJpbW0lFoshkyWSqgD2rGpDoZKh0ip456974tt3r2yLi7vmPf1EwjHse/5Fw8PL6Eg24Mm0U7OvEmt6Jmd96fZTPq/0QjPNewLIFEo6avah0Rswp9p59eEf4x3oJxqRXEbDoXRyxk8EwJ5fSMUyqbVJwaQUGnf1MWaa/ajnGA2RWISdvTsZnzyevf176fRJIhVAo1dy7Q9m0NvqGRExLZuTQens9KNGlociQ1zw6gXcOu7WuBARRZEaRw2Lcxaf8BzzzfmEYiGsaitfm/Q19g3sA6DOWccU+5QTHm9r11a+s/Y7OINOxiaNpcvXhT/sp9hWTE9dD+np6chkMkIdUomDKlMSwoIgIDepibpChDq8cbGzefNm0tPTsVqtxIIR9AeC9hMnTkShUBCoc2KKauPndzqdXD3tap7Y+wTp+nQCgQD9/f20tbVRVFREa2sry5YtA0Cv1+Pz+cjNzaW/v59ptmmIiNQ6a5mcOvmI1+cOubnp3Zvwhrx8cPUHyGUnF2E/Gda2r0UhU3D7+NtRyBQ8e9GzI16fkDKBGWkz+HfVv7m+9HpU8oOfq+GU6xcveZFvr/k2W7q3MMswK248tShpERVhaUHAbrczuLQBBAHLJSMXaVJSUqipqaG3txdRFA+LpOp0OqxWK06nE41HhukL2cgtkigUw1EMczNG7K8uMuNZ04ZnTRt6nTIe2Qbi6d7WoA65SYlc//EzjQSlHJVWzey0SYyfNQOAoqIiioqKPvbYpwOJv0wJEiRIkOBj8d7e7njktKrTjcMXOiN7oh4Nu0mDKEp1qPW9XorsBpRyGYIgcMvcfApTzpza24GBATSikvxwCoFA4H+6LtXrDFC7pZtwMErQH2b/th5KZ6dzzf3TuODOcdzw4EwKp6Swe1UbAZ8Uqarb3ovBqsaxawPrirNptZgwqFVc/I3vctX3H0KpOXm3zqOx8PoSjEkGZHI7u5a9zcs/+wFP3Hs7XoeDa378S3InTEalNbP17UE2vFzHU9/dQPXGLtprnZhTtcy/tphzbinH9jFr4BpdjQSiAc7LPQ+Q6lMPRZAJ2PNMh9W0HkmguoIuXtn/Chs6NuAIOFjTtoYubxe1jlp6/D0MBgdH1KN2dXWN6Cd6NCamTEQlU/HTuT8lWZtMsbUYgP3O/Sd6uQA8tusxNAoN90y6h8HgIOOTxyMIAuMt43E6ndjtkvAPtXuQ6RTIrQcdnOUmFUNVA/T+eSdWl7Q9Eolw/vnnAzD4RgPKlU4WTp7LvHnzAHCvbCW1XU12djZ6vZ7BwUEyDBl8bdLXuLzocl5++WWeeOIJ3G43Y8aM4ZxzziEajZKWlsb48ePR6/Xk5+fj9XopNEhux9UDR075FUWR76//Pk2uJvqG+tjdt3vE6zExRkw8+RYmdc46ljYsPapx1X7nfgrNhWgV2iO+DnDb+NvoHeplacPSEds7vB0ka5MpTyrnlcte4fbxt3OO9RwA5HI5+Yp8/q/0/wDQN0TwftiJd0MHwdaR/URTUlLw+/3xlN+0tDTEcHTEPllZWZjVRhQqBeoiC4pkLZoSK5Yrig5rIaPONcVFrF1po6Wlhc7OTuCgSDUPKk9Jqu8wCrOKqZoxI1KTPy8kRGqCBAkSJDhp6nu9NPb7uGlmLoIAa2old8kzSbgdD7tJeuhodfhpc/opOoOvbaC3H7OoIzOWhIBAXV3dZz2lz4zNbzSy4ql9PPejTVRv7CIWESmZmYbBqqFwcirWND3TLsojHIhSs6mLaCRGe62TnIwgTXIDXq0Kp17LmIXnUDpnARb7J5M9oDWqmHxuDiJpxKJRCqbOoHTuQq76/oNklpRx+bd/QEbZVxAEgT2r2hnyhFnzXA1t+xwHrkdNycyPN7duX3c8Kjk/az5quZpOb+dJjSWKIg9seICHNj3Ezzb9DIDdfbu5Z9U93PDODfx1l2T+dKhIff/993n++ecJBI7ssj1Mia2EzTds5qzsswDJDdeoMlLnPPHPeaOrkZ29O7m+9HrunHgn7y95n8cWP8aaL6zhuqzrAEhNlWqEwx1elJmGEYJcblJBRBJ5sR1OSkpKOO+888jLy2Ooqh//zl4EBKanjcNgMCBGY4Q7vOT6bdxy483YbDacTsmk686Jd5Ljz6GhoSFe75iTk8O0adMYN24c06ZNY/Hixdx2+RdR7pZqOJVBJTaN7bC61JgY48nKJ3l8z+Osa1/H3RPvRiFTsLptdTyKHY1FueX9W/j++u+f8H0DaPO0cfvy23lgwwM8XfX0Efepc9TFFxGOxuz02ZQnlfNU1VNEYwfFY7u3nSyDlEKuV+r5xpRvYI1Ykcvl5OTkMDAwQG9vL2q1GnGzE02JFZleiXu5tNARC0bof6YKC5JY3LVrl+Tm2wcdD24i2HQwTfeCCy7gstT5yC0aBEFAEASSbxmHYebhPWsFpZy0705HPyudScE89Ho9b7zxBoFAgJ6eHqxWK0Jf+JSk+g4jM6mJuj+ffa8TIjVBggQJEpw0K6olN8kLxqVhN2rY0iS1TpiQZT7WYWcUdpMUGdrcOIAoQmHqmSlSXS4Xnd2dWGMGNChJ1yWzf//JRZjOdGIxkZbKAdIKTPg9ITa93oDOpMKeN7K+ODnLiD3fxL4NnfQ0uYgEo1haPqDfqMN4oI60ZO5Zn/h8U/NMyNVjyRm/gCkX3cGFX/s2GcXlBHxh5Co1ji7IKbdRNDWVy781GZVWQcGkFKZemPexz72nbw/nvnIu/9zzT3QKHXmmPNL16YdFUkfL0salrGtfh01jwxl0kqJNIRwLS+1iDjjZLspexPjkg218+vr6CAaDbN++/bjjK+UH0ygFQaDYWsyylmXcu+pewrHRt116o+4NFIKCSwsvHbFdp9Th6Jd+z9ntdsRwjHCPP57qO8ywqY5MryDY6OLqRZcxe/ZsxJiI+4MWFKlaBKWMSJ/Ugznc5UMMS6I2MhDAarWOSBfduXMnNpuNr33ta9xwww3xVOOrr76aadOmoVQqkTcH0HUd7LVaaiulxjHS4bfGUcMfdvyBv+76K0WWIu6YcAcz0mawsnUl/635L9csvYZvrv4mFb0VvNv0Lg2DJ95n87fbfks4FmZ+5nx+v+P38Uj2I9se4Ym9T9A/1E/vUC8ltpJjjiMIAreNu40Wdwv3r7+fNW1rEEWRDk8HmcbMEft2d3eTmppKamoqAwMDkkmRNQmCMbQTUjDMyyRYP0hkYAjPmnYC1Q50zdK9GhgYoKysTBKxURHXe02Ee3wMVQ2gDskx+BQorOojzPAIc5YJyC1qVAGByy6+jP7+fp599lk6OjpINSdDTDylkVS5SUXUHSTqChLzf77aiiVEaoIECRIkOGlWVvcwLtNEhkVLplWLKEJeko4kw+j+oJ8JDIvUjfVSPeeZGkldtmwZYkxkYjQXRaqOrGgS3d3deL3ez3pqnzo9TW4CvjDlqY1kyeuIRUXyJiQjxEIQG5niWD4vA2e3n61LmxAE8FeuIyqXsfjOr3PHX54is7R8xP6iKPJ+8/t8Y9U36PH1nJL52jL0qHSp+H1zefuxaj54ah/P/mgT//r2el7+5TZCgShF0+ycf8c4skqsfPEXs7ngznEn5Tr90KaHeG7fc1T2V/JU5VOsal0FQKunlVJbKXKZnExDJi3ullH3sTyUD5o/INOQyd/O+RtKmZJvT/s2ckGOVqHlvxf/l1/N/xWPLno0Xh/p8/nw+/0IgsDGjRtP+PO6KHsRMmSsaVvD9u7ji9xhtnZvZYp9Csna5MNe6+npQalUYrFY8Kxvh5iIKmvk7wW5WfodaL1aihYOVUvCNlDjINztx3hWNopkLZF+SaSG2g72PY0MDGG1WnG73USjUgRxYGCA9PR0NBoNxcXFiLHD02jD3X6MopQ+63Q6KbOVUT9YTyh6MNJW2V8JwDemfIPfnfU7FDIFlxdeTpunjV9u/SUKmYI17WvQKrRoFVqerHxy1PdsmP3O/czLmMcv5/8SrULLM1XP0O3r5tl9z/LHij9y27LbABhjHXPcsRbnLOai/Iv4sPND7l11L/etu49uf3c8kgrSd66zs5O0JDumkIZQKERHRwdJagsAqmwjusmSd4B7VZv0ngHKpgBqtfQ+jUspJtzhRV1kIdTqoecPFQw8uw/nq3VEB4PIraNP5VccSPnNT8rimmuuobOzE5fLRfKB+ZxSkWpWE/OG6fvnXvr+sRfxQPRejIl41ncQC0RO2bk+bRIiNUGCBAkSnBSxmEhlh5sZeVIftgyL9HA0Ocd6rMPOOJL0KhQyga3NDgSBM9K52OPxsG/fPqaklWOU6dBNTCHVLV1He3v7Zzy7T5/mvf0Igkj0Dw9j3/IGgiCSr6mm+ewJdCyZSuCdvxLZ9T4AY6bZMSVr6Ng/SEqajK6QgFyAnHETMCWPNM2qrKzkLy/9hfvW3seqtlX84MMfHLOuzx1yj6ruTyYTSM0x4nUGkckF6rf3EouKlM/PoL9NEm32/INRYJVGccJtcEB62H+38V2erHyS3+/4Pb/f8XterXs1XjdYniQJ8mxjNvud+znnlXMYGBoY9fjhWJhtPduYkzGH8qRyPrz+Qy4uuJgL8y/kprKbKLGVcHHBxSOcfvv7+wFYvHgxwWCQN95446h1jkfi5rE3s+zqZWjkGla3rR7dPKNSZHds0tgjvt7b20tKcgqDL9fhXt6CdnwymlLbiH10U+1Yry1BU2pDbtMQ7pTeJ+/mLuRmNbqJqZJI7fPjfL0Oz4YOZDrJzzTU4UXTKyKKIi6Xi2g0isvlwmaTzhEZGKLzJxsJNAwC4Hy1joFn9xHp8aFGiVapkSKpSaVEYhHqB+vj89rTtwebxsZt426jwCwZCV1UcBFPnv8kS8Ys4ekLnkYhU3BR/kVclH8RK1tXEomNXuiEo2E6fZ1km7Ixq81cWXQl7za9y2t1rwFwZdGVNLqkGtDjpfsCyGVyfr3g16y7dh3XllzLsuZlxMQYWcaDItXhcBAIBLC51KRujmE0GolGo1gjegS1HEWyFoVFgyrXhH9HDzK1HOPiHGLuMHZbCna7nWSnBhQykm8ux3RODtYlY9COTybU4ibmj8RrTUfD8AJFdDBIWVkZ5557LgApogkUAoqko9fhnihyswpEiPQPEe724V7VCoB/Zy+udxoJ1DhO2bk+bRIiNUGCBAkSnBRd7gBD4ShFB9JfM+Mi1fIZzurUI5MJRA5ELYpTjWhOssfkZ0lrq/TgkiukorBpUI+xkCwaEQThf9I8qb3GiS3cipIgZl8TlzgfIvSz+6nDTGM7NH37zzTc9A1Cm5ai8DZz1X1TyR2fREHgQ3rMBnKKiuJ9SQ9l06ZN9Ff3M4EJ/GjWj9jStYXlLcuPOAdf2McFr1zA33f/fVRzHk5Fnn9tMQuuK2bJfVNZeH0JqblG1DoFVvuJtZv4d9W/eXDjgwSjQda2rZUEUdCFP+Knb6iPbd3bABgMDnLbuNtYMmYJlxVeBkg1kt+Y8g2C0WB8v9FQ2V+JL+xjVvosgLj4/eX8X/L1KV8/bP+2tra48czYsWNZtGgR9fX1DAwMsHLlyriAPR5ahZY5GXNY1bpqVAK3frCecCwcF+UfpaenB2tUj39nL6Zzc7HdUIqgGPlILdcr0U9ORRAEVBl6wp1eor4wwfpBdJNSEOQCihQtkYEAvi3dRB0BNKU2ZEYl3vUdKHZJonZgYACXy0UsFouL1ECdEzEcw7u+AzEq4t/bx1D1ABGHVLNrVuilNjQ2qaXKoSm/lf2VjEsed9gixvS06Tw450Empkzk1Utf5b7p9zEzfSa+sI9aR+2o7jNI9aIxMUauKReAL439EjJkPL77cew6Ow/OeZAFWQvINGQeMUq9bds2/vOf/+B2jzQ5UsgU3FB2Q/znTMPBdN/hz0iST4dWVLHk3Mux2WzYfQZUmQaEAxkF+hlpIBew3VCGfrpkenVBwXxuvPFGIj1+lHYdglKO6Zxc9NPT0IyxxlOwFScQST1UpALMnj2bu+++mwy/GaVdjyA/dX215aaD4lmZZcCztp1wjw/XsmaU2Ua0E84c9/mPclqIVEEQHhQEQRQEQQSaPuv5JEiQIEGC49PQKz1EDTv5ZlmlB84pn7NIKsDNs3NZUJzC41+c+llP5aRobW1FoVBgcatRJGlRZRpQqlQkayz/cyI1HIrS3+pB59zLzqJMNpTn4dw7QIvOzJ70VLYVZrHv3FnsS0+h4a77qJ1/Mbz9ey7+UhbillcIqBSUnHdZfLxQKBT/f1dXFwDFvcWcaz8Xo8rIps5NI87f6Grkayu/xvtN75PVm8XrO1/HE/JwPIpn2hkz3U7JrDTGn5WFKVmLTCZw0d0TuPybk+MP4qNlWcsyXq17lQc3Psg9q+5hn2Mfnb6RZkiXF14OwNk5Z/PgnAcpS5JET7I2mS+P/TIGpYEt3VtGfc5NnZsQEJiZPvO4+w4NDfHkk0+yfPlyFAoFZrOZ7OxsAJqamli/fj27du0a9bkX5Syix98zKqffYZOoI4lUr9eL3+/HGtahTNdjWpxz3Ki1MsNAZCCAv6IHYmJcOChSpIUFQSUn/YezsC4plqJsMZEk0YhWpWH16tVxMW61Sr9bQy3S5yVQ62Coqh8xEIUYIAICGEUdDoeDbGM2eqU+7vDrDXlpdDUyLnncMedbYClAr9QzJVVq27O9Z/Rp0q1uaUEsx5gDSGLy1vG3IiIyP2s+MkHGo4se5cVLXowfM5zSDFKbnrq6Ov7xj3/EF9fi8zIXxKOv2cbs+PbOzk4UCgXGAWkB0S63cO/d92Dsk6PMPlgrrJ9qJ+PHs9EUWlBYNMitatR9UuQ13OU7LA1XmXkwhVs+yppUOBDdFCAyKC0aCIJAamoqkW4/yrRTm4kjP9DySVDLSbqhDATofWwXMU8IyyUFJ/x74XTitBCpoig+KIqiIIqiAOR/1vNJkCBBggTHp6HvgEg9EEm9bFIGv7tmImMzTMc67IzkocvH8e9bZ5CffOal+oIkUjNsaYh9QTRjLAhyGep8EykREx0dHfH+gv8L9Da7icVEBoMNdCo0uOUKWpNMVGankDNuAmNmzaM/KtJos7CpIIe+JANdf3qG7jsupFXUIxMEciZMpqWlBY/HwyOPPEJlZSXt7e3EYjHqTHUIAYG/P/53ZppnsqVrpIh7s/5N1rWv488b/0z5YDnZ/dm8VPvSceednGXkvNvGolSNjOTrzWpScoxHOerIiKJIk0uKCbzd+DYgpYEOO/ZOs0/j/Lzz+cmcn/Cfi/5zxNpBhUzBVPvUE46kFlmLMKuPb6w23LtSFEWSk5ORyWRxkdbQIJn59PSMvuZ3OKrY7G4+7r77BvZhUBpGpJQeOi8As1eNYpTR62Gx41ndhjxJg/JAOyBlsrSwp5uUglyvlKKrB1r4qFCwuHA2nZ2dfPDBBwBYDRZCnV6CLW5UOUYQYPANKZVXUEufC1W2EWNILUVfozHKbGXs7d8LQNVAFSLiCFOqY2HX28k2ZrOjZ8eo9gepdhmIR1IBbht3G1cUXcG1JddK1y1Txj8Dg4OD/PrXv6ayshKHw8HAwADTp09HqVTyzDPP0NfXN2L8q4uvJk2fhjaq5bnnnqO1tZXW1lbsyakIQSlKHukfkmp9oyKqj7RekqkPfn+Udj2RXj8xT5iYL3yYgFTadXAg6nkikVRBLkNmVBF1HawFjnpCxLzhU1qPCgejtqpcEwqbBuOCLBAg6cYy1Lln9t/i00KkJkiQIEGCM4+GPi9mrZIkvbSSa9IoWTI166Rq4RKcOlpaWmhpaYmnNQaDQbq7u0lxalCkanEla2ndN4C6wEKyX0cwGGRgYPR1hWcy/e0emvdK1xqQBciwmjBZbdSl2YgJAotvu5tLv/k97vzr01zyze8RSE5ha0YazTIjA7u9dNqt5E+dwa69lTz11FPs2rWLSCTC3r1743089yft55bbbyEUCpHjzKHD2zHCCXdDxwYAtD5JoGQOZbKudd2neh8cAQeekAe5ID2wK2VKKvsr4yL10UWP8tuFv0UpUzIhZcJRx5mRNoMWdwvdvu5RnbfZ3UyhuXBU+w4LUJVKRao+iaHKfgwGA3K5nKamphH7jIZhwdnmaTvuvtWOasqSykbUxn50XhaPGmXq6ESqKkMSqTF/BNM5ufHfkcp0PfpZ6RgXHhTDqkwDgkaBoFFQIE8nJyeHvr4+FAoFobfb6f3zTqKOANrxyRjPyibmj6Cw69CWJyEoZWiKrRgD0u9kp9PJjLQZ7BvYhyvooqKnAgHhmO/pR5lmn8aOnh0MRYZGtX+LuwWjyojlgEkQgEah4WdzfzairdAw27dvJxQKUVFREW+JNWvWLG699VZEUWTHjpEC+bqS61i+ZDkVOyqor6/nmWeeoaOjg2L7wRhXpD9AuNsHSEL0aChSdYT7hggdqBf+qIAUFDJJuCoEZHrlkYY4+tgWNVHnwZZJ8fmc4kiqTKdAmWlAN1GKzpvOzSXjR7PRjjs8lfpMIyFSEyRIkCDBSdHQ66MwRZ8QpacRdXV1PP300zz11FO8+eabgJQaKYoiqT4jxgVZrH+pnjX/qUWVYyQlJq20D9d0nS6Iosjrv6tgx/vNp2zMgC/My7/czq4PWjGpBvFqFKQVlzJm7kJEQSBn3ARsGQfFQsns+dz1+L9JzS+ksbwI33e/QVAUmXrxFfEU6Y0bNwJSZK+mpoYh7RDj7OPITs9m/PjxeJu8qKIqtnZt5Ym9T/CV5V9hv3M/M9NnYgtK9YWymIy+9j7C0U+vfcRwFPVbU7/F/TPuZ27mXCmS6utEp9BhUo0uAjMtbRoAu3p3HXffYDRIh7eDPHPeqMYe7nN5zz33MMOVh+PFWsShKBaLhWBQqvVzu90MDY1OPOmVemwaG+2eYxuFiaJIs6s5bip0pHnpNDq0qEYtUuVGFapcE8ZF2egnp8a3CwoZ1iuKRhjp6GdnkH7/dJSpWqLOAFOnSiUGFr2ZYI0TQSOZK6lyTZgW56AutqKfZsd8UT7Jt49HkaLFJErzcjqdzM6YjYjIlq4t7OjdQYmt5Kjvbzgc5q233sLhOGi2c2nhpbhDbv6y8y+jutZWdys5xuOnQA+fr6KiAplMRlNTExUVFdhsNpKSkjAajZSVlbF7927C4YPfDUEQiEajbN++nYyMDJRKJVOmTGGSWWpno0zTEe73E+7xg0xAkXx0kyJlqg6iIoEqaeFKdYQop7bMhrrAcsJps8pMA8EWN5GBAy2GhkXqKY6kCoKA/d7J6Kfa4z8Lys+HvPt8XEWCBAkSJPjUaejzUniGtmP5PBIKhXj55Zex2+2Ul5dTWVlJNBqluroatUJFeswCqToGOr14BgJEjCrM6JDL5PFaytOF/jYvnXWDbH+vhSFvaNRurn1tHja8VEdvi2S64nEE2PZOE7tWtNLd4CIWFTEla7ANbUYUBDJnnkXpnAUgCEy+4LIRY7W3t/PiSy8x+5ob8Xg9bHh/KelFJWSVjYuL1KGhIdRqNZFIhJ6eHlrVzVyoOhuQokHRSJSSSAkrW1fybNWzbO7cjN1vZ2LjRCYJk8jIzECulJPsTabWWYsn5GFFy4oRLUM+CYZTXs/JPYcby25kfPJ4mt3N1DpqyTBkjHrhaYx1DCqZKp5Oeixa3a3ExBj5ptFVdfX29mK32zEajQj9EcRwDN+mznjK7zAnGk1t97Qf8/PkDrnxhD0jah6HCQaDtLW1kWyQ5jDadF+A1K9OxHx+3nH3E2QCMo0CuVVDxBmkvLwcjUaDOaxBblaT9q2pWK8egyrbiCCXkXLrOIzzs5AbVahzTSiStJgPtKHp6+tjXPI4DEoD69rXsadvT7zOdJju7m52796NKIrs37+fiooKNm/eHH99etp0rim+hn/v+/dxo9B7+/ayt38v+ebRvcdbt27F7/dzwQUXIIoiPT09LFy4MP76lClTGBoaYt++fSOOq6urw+fzcfbZZ/Od73yHyy67jEiPH7lFjTLTGHe6VSRrDzO0OhTlgffPv7sPuU2DTHd4tNR0Ti4ptx67hvdImBZlI8gEXO9Ji4ThLh8ykwr5CUZk/5dJiNQECRIkSHDCbKjrp9cT/FzWn56uBAIB/va3v9HWduQHxZaWFkKhEOeccw5lZWVEIhG6u7upra0l35CJQqeiZyAgmasAPe1e5BYtyUoz3d2jS9f8tGio6EUQIBKK8twPN/HCz7YSO0JfyEPpb/fw8sNb2b2qja3PSOmze1a1sXVpEx++Us+WtxoQZPCFW00oG9cAkFZaTlrhGO56/N8UTZ81YryVK1dSW1uLKiWNy/7vAeZ84UbOu+vreL1ePB4PCoUU0Zo+fTp6vR5bvo0rPHOZvSqPqDeE3W5HLpdTrilnbftasjuzuar5Kub1z2OgewCfy0duTi5p6WmYQ2beaXyHG9+9kW+t+RaXvXEZza7mU35fh2l2NaOWq0nXpwPEjXS292wnw5Ax6nGUMiVlSWXx3psA69rX8bfdfzv8nAeE8WgEzLBgSU1NJeYJIwYiIBfwfNiJRS/9zsnKkqLeFRUVvPfee6xZs+a442YZsmh2N3PN0mv4xeZfjGj/M5zOOizEPipSw+Ew//znPxkYGKDUlA9yAYXt1LUS+SgKm4boYACFTMHNN9/MTKEEVbYBuUmFflraURcSFDYNGlRYtSbJME2mYGb6TN5tepehyBBT7SPN35YtW8brr7/OW2+9RXW1ZLBUVVU1wszoS+VfQkRkc9dmPko4FmZz12aWNizl1mW3YlabuWviXce9PqfTyerVqykpKWH69OmcddZZXHvttUycODG+T35+PsnJyWzatIkXX3yRVauknr3DdcE5OTnx72G4w4syw4AiRUvMEybU5kGZduxFBEWq9P6JoSj6KanH3PdEkZvUGM/KZqhyAPfyFsmY6RSn+n7eSYjUBAkSJPgfxeUPc+Ef17O16cT6qAXCUR54fS/5yXqum5HzCc0uwUfp7e2lp6eH3bt3H/H1hoYGFAoFubm5ZGRIQmPDhg0EAgHyQsmoso101ruQK2TIZAJr/lNDa88QtpCerq6uE+o9+UkiiiL1Fb2kGfqZUDaEOVWHo9NH855jtxvZ8XIFsnAAe8822jsUhENRHF0+jNEelCEP/e0+jL4WWpdcxYBci06rxWCTevzqLVJkbN++fXR0dNDV1RWve+zu7mbMzDnMXnI9ydm58dToadOkVNeNgY1c/MWL6cnvYXygGCECnnUdyGQykpKSSI5KtWEpAalmLNmazAUXXABAlsFORkoG5rCZ5/Y9hzPg5IGZD+AL+/je+u/R6m49oR6Vo6XJ3USuKTdecznNPi3umqpTnFgrm3HJ46h2VMfn+ULNC/x1118PS6sdTjE+1FDnaLjdboLBIHa7nXCvHwDLJQUQiaFqkqLMubm5GAwG9uzZw9atW1mzZs1RF3CGyTZm0+PvodZZywu10jwB1ratZcZ/ZnDbstviqctZxiza2tpYvnw5sViM6upq+vv7ufrqqymOpklRulPYSuSjKKwaiEHUFSTNnoZuUIZ8FP01ZTolMp2CDG0KLS0txGIxvj756+SZ81DL1UyxH4ykhkIhWltbsVqt7Ny5k8rKSkwmEz6fjz179sSFaq4pl2Rt8hFNst6sf5M7lt/BAxseoNhazH8u+s+o3uM9e/YQiUS48MILEQSBs846i7KyspHXIpMxe/Zsuru7qa6u5sMPP8Tj8TAwMIDJZEKlkmpvY0MRIv1DqLINaAotICCZFB2jHhVAplZIxkMy0E9PO+6cTxTjomz0M9LwrG47ontwgmOTEKkJEiRI8D/Kmv29VHe5eXFbG794Zx+Prjh+awaATQ0DtDr8/OCisjOuZ+jyf1Wx7InK4+94GuJ0OgFobGw84uv19fXk5uYi+GOYVQY0Gg3V1dXo9XrSnHqUWQZaqwZIKzCRlGVgyBNmMCqSFNITDAbj4x9KOBzm6aef/sTb1Ax5Q/S1Sm01PI4Art4hjDtXkvPW97j6u1Mw2NTsWX10AeIeGKKhNkxG14fkxfYQFVS0bqrGUdeBtr8Ne69kvmIaaCJis9JjM1E4e/6IaFQkEuG1117jueee480330SlUqHRaA5LhW5vbwcB/ur8C+POG4e1UuQ3q3/J3v0VmKJ6ZHoF3o0d+Hf2kpKSQtAdpMBcgFEwMmnSJO655x5mzZrF1++6B9M7HowDMhQxBRNME3j+4ue5vvR6fjL7J+wb2MfFr1/M77b/7pTf73pn/YiaS5VcxaOLHkWn0LEwe+ExjjycccnjGIoM0TAoOe7WDUrmN0sbl47Yr8nVRJo+DZ3y+CJ4+DNuc6gJ1EiLaNqxSZjOy0XbL71nmqYIN174Be68806+973vodVqWb9+/THHHTZP0iq0nJt7Ls9UPYMj4ODJyidJ0iSxtXsrf98j9a3NMmSxefNmNm7cyIYNG9i+fTtWq5WysjLC3Z+84JDbJNfWiCNA1BWEqIgiaXQOs/IkLWmilUAgQF9fHwWWAl685EXeX/L+iN6kLS0tRKNRLr74YiZMkMyULrjgAoxGI2+++SYvv/wyINU5TrdPZ0f3jsMWszZ0bMCus/O7hb/jifOfIEmbNKo59vb2YrFYsFgsI7ZHvaF4/SbAhAkTSEtLY8qUKUSjUbZu3Up/fz/JyQevI9Qh/e5QZRpRZRsxnSOJ5NG8R9pxSehnpsddck8lgkzAckURmjKp/lyViKSeEAmRmiBBggT/o6yplaz9l1d188SGJv64so7dbYPHPW5rswOFTGBu0ZnlHujq81O3vYf6Hb24B0ZntnI6MTg4CIDD4WDnzp3xlDcAl8tFf38/qbo0Oh7ZRscvtmIIS21JphVMRCHKqW/z4uz2M3Z+JulFZuRKGUKKlqSYtN+R6lIdDgfNzc3U1NR8ote28dV6XvtdBbFojP42yWnT6G7F3x4lvOl1xi3IpKN2EHf/kd+31soBRGRkDmxAcf4kZMFeqt/ZjTeoQRfqxKLYjRiL4pDtpmLmHKLAtEuvGjFGZ2cnkUiEoaEhent7ufrqq8nMzBxxX4ZdSFUaOb/Zey+7azdx5eDZTGorYEpQ6qmZ9MVyVNlGHC/WYpUbcTqd/HPRP5GH5JjNB1uv6DxyhBjouyXR9eD4B+MppufknsO/zvsXJdYSdvbuPKF7GY4dNJmp7K9kZevKEa/3D/XT6es8rFdmtjGbzTds5pKCS07ofMPtTDZ3bcYVdMWdfpc2LB0haBoGG45Yj7p+/frD0s3379+P0WBEtXoQ74YOBLUcmVGFKttIasyETWfG1iRD2xIhPT0djUbDjBkz2L9/P16v96hzHb6/C7MWcs/kewhGgzyw/gEqeiu4ddytlFhLGAwOkqRJQiPX0NTUhCAIrFq1itbWVsnEKBAl6god0WTnVKJM0yMoZXjWtkntVGCEwdKxUNg02Iek7/Ww67RSpiRZm0w0GuWtt96it7d3RPbFZZddxpe+9CXKysq4++67mTt3LjU1NfEFg2lp0+gd6o23mAGIxqJs7drK3My5nJd3HlrF6NOfe3p6sNvth20ffL2enj9V4Nsh1RorlUruuusuLrvsMkpKSqioqGBgYICkpINiONQuveeqLMkjwbgom5S7JqAptR13HpZLC7FeXjTqeZ8ogkzAdl0p5ovy0ZSPTsAnkEiI1AQJEiT4HyQaE1m7v48kvQpPMIJMEEjSq3j43erjHru92cG4TDNa1ceLor733nvx/n/HIhyKsm9DJ7Hox+vluff1TQixKIhQu+n0crMdDU6nE7lcuudvvvkmb7zxRvy14Yd89ZYhYpEYXiA3YEav11MWzURUyNiytZfxZ2UxZrqdmZcVcN2PZlB0bi6WmBTZOlIbGrdbMiD6aK/CE6WlaoCaTUc2Z4rFRJr3DhAJRhnsGWKgwwuI7EsJ05BqxvmPP1IwSUqVbd135NT07oZBlKFetuUaWLl2LTLvMlpcdkQidOla2K6OklX3KxzaKN0NdRTPnEurop+/7PpLXEgNP8zfdNNNTLt0Gst8y0hPT6e3t5dIREpl3bp1Kz6fj+SoGn1My6KWyQBcGFnIl0xfQKZXoso1kXLrOGR6JfoDl+zociCK4giRGmqXoj/mQSllsampKT4HgBnpM5iVPos6Z92oU35b3a3M/e9cVrauJBqL8v313+dHH/5ohFjc3Suli09MmXjY8Sfj1J1jzGGqfSpPVj7J7j5p7MU5i2nztMVTfAORAHXOOsYmjx1xrMvlYuXKlWzdujW+LRwOU19fT1F6HgIHWrWk6hAEqYeoHg03pJ6HWdQR7vbHj8vOlgTo8Od4YGAg7gI8zBjrGDINmSwpXkKBuYDz887nw84PsagtXDnmSmZnzJbGMmbT29uL3+/nwgsv5KKLLuK8885jxowZhLqGXVo/WdM4uUGF+ZICgnWDuJZLn4vRRlIVSRp0LhkGg+GwLIjOzk4qKipYvnw5VVVV5OXloVQqUSgUFBQUIAgCWq2Ws846C7PZHK/1nZk+EyC+6NHh7eCl/S/hCXuYnT77hK4tEokwMDBAamoqYkzE+2EHUW8IMRIjUDcIMgHny/txvLwf8ZDf+2PHjsXn8xEMBklKSiLY7EKMxAi3e0YYHwkyAXWe+YQdeT8pZGo5xgVZI3q0Jjg+CZGaIEGCBJ8zHL4QO1oOf5j3BMJ4g9LD7o4WJw5fiG+dW4xKLuP8sXaumJTJ7vbBYxrUBMJRdre5mJ5nPeo+oyEWi7F79+7DXBuPRP32XlY/V8P+raN38TwMUaRmi4vk/j1YnTXsW1592tRgjhbngJNk0cSEIulB3+c7mBLX1SmJ1ByZEetF+WgnpzIpmsON536RaI2brkCEtEIzc6+WIgYqjQJLqo68KSkERTkqlHg8nsPOOdAvpQC3tx5ZYLr7h2jc1UfAd+z2KRXvt7D62RpcfYdHQnub3QS80vH9HR76271owq04DRoa05Pp29GPesVvMVrktFYduZ9rd00nCs8OfMhIzStkSNaPSIxooAKXLIxMLqc5WY2ISP59N3DhPd/m2X3P8vjux+OmP83NzaSkpJCdn80fGv7AU7ueJBYIEovF4g6ylZWVWNIsjA1I6YTFB/6vcytR1YZRj7EcaAEhxzA7HV279IDd0CClwprNZmLBCP69/YRaPMgMSjQo0Sk1bNy4kaeffnrEYkGJrYRQLDRqE6XHdz/OUGSI5c3LWd22mmZ3M56Qhy7fwfdvd/9uFDIFZUlS/V9PTw/PPffcYYJutAiCwLemfgtHwMEvt/wSgBvLbgSI1zBWDVQRESNxYez1elm2bFk8StfZ2UkwGMTtdrNz507C4TD5+kwA5DYNqlzJLElmUIFCINjoAhiRFmqzSVEzh8OB3+/n8ccf59///vcIAyCTysT7S95nVrpkkvXwvIdZtmQZH1z9AUaVMb4925gdr0kuKSlhxowZzJkzB5VKRbjrk2klciT0M9JQZhoIt3lAISA3jS4lVZGkBRFsJuthafzt7VKtcH19PR6Ph3nz5h1xDKVSSXl5OZ2dncRiMXJNuUxJncLLtS8TE2N8d+13eXjLw8BBAXs8nnnmGdauXUtfXx+iKGK32wnUOhhc2ohnfQehVjdiKIrtCyUYFmbh39HD0N6DtehFRUXxhRRTQE3f43sYeHYfgf2DqHOMo5pDgjOHhEhNkCBBgs8ZD7y2lyV/28RX/r0dTyDMO3u66Bwc4sq/buTWp6SHxj+vqsOmV3HF5Ez++5VZ/OzyceQm6wmEY/R6Dn9Y7fMEWV3Ty782NBGKxpied/w0qmPhcDgIBAI4nU5CoZHtNvraPIQCByNH/QciTjs/aEU8jsPr0fDVVxNUWkhLD5PlrcAb0tFT10fQ/+n1pvy4DDqcGMJqFhkms2DBAtxud/wBvLmuHVVMjQoFhgkpWMbaEBAY2tKL6I/QG4Pzbh+H/CPtGBRKOTGbBl1MxaDTddg5+7qkxQ6v3zWiVyFA055+nvvRJt57fC8V77ccduyhuPuHiMVEPnyljtaqARp39sUj4817+6W2G3KB/jYv/e1eFF4poh8GutMttPz8Bcz7V9NePUA0MjKiHvSHcbkVhKItmG1JzL32JqKIEGwgFu3GrFWTP3kaUZmMPkuIf7X+B0Euo66pjnx3Pi/Wvkg0GqWtrY3c3Fye3Psk3b5uvjRwKXkbJFHQ1NRELBajv78fj9JNVuigyUogW3poFhQyzBceTGfVTU/DLOoQENi/X6r3VrWHcfy3Fsd/qgnUONCMsaJM02OTmZDJZMhkMjZs2BAfo8wmCclqx7EzHMKxMM9UPcM7Te+glCnZ1LmJf+z5Bxq5FHmrddTG993du5tyWzlquXRtq1evpr6+/mP1yp2YMpFLCy6l3duOSWVimn0aqbpUtvdsl855IMI6IUWqe9y6dSubNm1i5UopKtfb28srr7zC73//e959913y8/NJD1uQ6ZWkfXsq5oul+yrIBBRWDWJI+tzH3CFiB77DZrMZmUyGw+Fg165dhMNhOjo6WLt27VHnrZQryTBkoFFI92mKfQomlYlSW2ncUOjQ6DcgtRIxKJEbVSd9v0aLIAjoZ0qfNYVVM+rI4HDE1aw2juh5CtDR0YFWq0Uul1NYWEheXl78NTEm4lnXTvTAolNycjKRSASXS/rdcH3p9bR723m66mn29O/h8sLL+c3C32DVHH/R0ufz0dTUxNq1a+PlA6mpqfg2SwsoQ7v7CNQ6QSagKbZiPj8PuU2Db/vBxUmdTkdOjmTWp6kPgwCBWieCRo7pwsNTyROc2Sg+6wkkSJAgQYJTR7crwAfVPUzOsbCiuof5j6xm0B9GrZARPPBw/9c19ayv6+eHF5dhUCuYmis9YOTapLTPlgEfaeaRaWU/eauSd/dK0bqJ2RbmfMx61OHVfJAeUIfbSdRt72H5v6oompLK+XdINXP9bV5kcgFHp4+WqgHyxp/4uXs/3AZko87WYs5MRWgKs/pfO3G4lSz57lTS8s3HHeOzJBqN4vZ5KBBtBBsHsZ1tQxRFNm7cSE1NDY5eNxbRgDxJg8KqwWJQ4hVFlE0uIqJIxqJsDNYjR2HMpTYMOzQM9BwefR90HBSuVXtqyC/KwWw24+4f4oN/VZGSYyQUiDLQ6cXrDBIaimDLGBlhioSieJ1BdGYVTbv7adotRUbOuaWckplpNO8dIL3QTCgQoavehbtvCG2wA4VGICm/iBqNhrSxxVh3VNOeuoDWqgHyJ6bEx+9pdiPGhvAr/EybfxG5Eyah1mhQ+LYTlnlJzs2ieOZcGrZvoT1liFZPN397729MbpmMgMDa2rXUZ9UTCoXY6drO273vcH7WuVxavwg1CpJMVurr6xk7diyRSIQ+dxdyZKgLzQQbXKTPKiKc40NdaEFxiPmK3KRCqVGRrk+m0yWlS0ff6yaAHEWKlkjfEKpsI6IoMquxGOPNF7Nv3z62bdtGVlYWU6ZMIc+ch0qmotZRy6WFlx718/FS7Uv8dvtvmWafxjm55/Crrb/CGXTyg5k/4OEtD1PjrGGKfQo9/h4q+yv5QskXACkldlgwDAwMkJ9/8g/635vxPbZ0b6HALKWMTk+bzubOzYiiyO7e3eQYc7BppM/tnj17ACmiKpPJiMVi1NXVkZeXR0FBAXPmzMHx90qUaToE+UcWVmwaIodE5MPdftQFZuRyORaLhYGBAbq6usjJycFgMLB161bmz5+PUnn8/pRahZb3lryHTqHjyQ+fHFH3CBD1hAg2uz5Vl1bdxBRcbzehSB59vedw7apJ0OL1egmFQnEn3I6ODvLy8pg3bx4Wi4VYKIoYjiHXKwnWD+J6t4nYUATz+Xlxc6L+/n6sViuLcxaTbczmDzv+gEJQ8K2p/8/efYfJVV8HH//eMr3X7b1oV70XJJAEiN6rDRgbx3E37o7t+I0dx3Hikthxiw12iA022BQDMr2DEKihsiqrsr2Xmd3p/d73jyuNEBJIAgGScj/Pw7NoZm6ZmS33zDm/c754zI2SDqztVhSFF198EUmScCoWxvdMIJdYyY8kia8dxFTrRDRr4YltXgnRp3rIh9PIXu1v0vz588lnchg60jiWVyM5jZgaD/3Z050e9EyqTqfTnUb+tL4XRVX5r+vn8J/XzaZQUPnE8npcFgNXza3AYpD44eO7aQjYuGnxoWMCan3ahVdPKHnYftuHYyyp9/HorWfy4KfPwG56Z59x9vX2F+d1Pn//FgDiExme+t/txN172Lm9nchYElVVCQ3EmbKoFLvHxOYne998p68TGoyzb9PBxkLjuwcp5DpZu/VZntmzD3d4C+GIAVSKQdPJLBKJoKLiUC3kR1PYUtoF98svv8zAwACpfIwS1Ya5SfvAQTRIpIwSIjBqkJh5wZuPhPDN8GNVTSQShzeciUWiyKq2jurB1ffzP7f/AdBes1ymwKq/m0ag2sHEUJIX79nNgz/dXCwXVxWVzs1jjPZomfAzrmrkxn9ezJVfmYvNZaRr6xixcJpQf5yaGT78lXaG95dxpoUopQEfl335G9g8Pp4JRUi7hrBkxtnwSNchpdoj7SMouS5UAZoWLEGSDdTOWUBOHURR4wRnzKNp4Rk4F7SwryqOzWBj97bdxAwxBEmgarKKtdvXArBq1wxuG/su3xJuxZTTvsfNiPT29hbX9nny2s+J66J6LDP9mFt8uC9twPKGpiiCIGAIWKmRtPmLZsGIpcyJ57pmgp+ZjX1ZBZYZfgxBK+6oiarSSpYvX05NTQ2rV69m+/btyKJMk6eJTSOHd1V9vZ2hnQQsAe644A4uqNXG20zxTOHa5mupclRxT/s9LLtnGdevvh632c2Hp32YiYkJ/vKXvyBJEpIkHXFN8vFwmVzcffHd/NuZWsnvgpIFhNIh9k7uZcvYlmKpb29vL5OTk5SVaTNap007uE71/PPP56yzzkISJXIjySOOEJE8WrBi3F/emWwbI/ZiP4mNI3i9Xvbs2cPExATz589n7ty5pNNpHnroIf7whz8cVrVxJE6jE1mUiUQiOJ0H50ArmQKjP99MIZLBvqjsbb5Kx080yfg+PBXXBbXHvI3kMCJ5TNjj2u+JA03XkskkExMTVFRUUFFRgc1mY/LhDob/fT3JraOkdmrfA6ltWjnu64NU0DLPvzznl7hMLlZWrzzmABUoZuqvvfZa5s6dy3nnnUfskW4Eg4TvplYEo4joMOK+qqm4jXV+CYgQf3WQ7FCC/ESaGTNmcMO8yxBUAevcIPYzyjEEj29sku7UoAepOp1Od5p4cc8Y//38Ps6bWkK1z8oVcyrY+u3z+MaFraz9+tn8x7WzuGlxNRVuC7//6MLDxseUu83IokBPOHHI7bmCQm8oydwaN1PLnW+rucobdXf24Cm4EFWBwf5hsuk8nVvGiFo6SJmGyVhGeezX29n4aDeZZJ5AtYPZ51YzuHeyGMi8mfBQgr/++DWe+O12EpNa6XJ4RCGXeBJXSRnZTAa1sBZXug9fhY2+N2nGczI5sK7Mru4fPv+QlpVIp9PFx3gUO6aG12WEA1ZUVaXhphbktxgVZKywY8NERkkfsn4PIJWKU6K4ig1sIvEQmVSeoY5JHF4z7qAVb5mVWDjNwJ5JUtEswx2TxCcyPPyzLTz2mzae+b227tgVsOAusVLe6KZ2pp/eHWE6N2sZxpLOe7G89DsAKk17SBkUKmbNw+kP8sF/+RE1M+fQ5nBS0vcIY71xOrccbOQ0uHkfYnofBkmipF5bc1s9YzZZSQJBIFDXiMFsJntuHSmzws9X/hxHzkHCnmDGjBlUx6vp2deDalKozAfxTdiJP9OHeaqPMUcEW0JAUZRic58VuXlIbhPGCju+G1qRbG+eoZMDFiqSnv3vnba20ja3BNEs476kHslhLF5g50eTWK1WPvShD1FaWsqzzz5LPp/nisYr2B7azpM9T77pcTonO6l3ayNlfBYf3z3ju/zbmf+GJEpM8U4hnA4zxTOF8+vO59fn/ppSWymPP/44k5OTfPCDH8Tn8x1WFprL5Q67DbRM3OsrIV4vaA0WR5ycWXkmoiDyvVe/Rzgd5qzKswBtPqbBYODaa6+lpKSEJUuWYLFY8Pv9lJZqpa2FiTRqtoBcenjwcSCjZqpzIdpkEq8MEXm0i4n79+A2O8jn88iyzJQpU6ivr8fhcLB9+3Y6OzvZvv3Yxk/l83kSiQQ21UTkiW5URSXVNkYhmsX/4WlYpr+3nc3NDe6jzvx8I1OdC8u49sHGgffxQKBYUaGt91VVlXR7GFVRCd+zm+TmUQSjRD6UJjcQx2q1YrFYikEqQJ2rjseueozvL/v+cZ3P4OAgXq+XadOmcemllzLT3khm7ySuC2oxBKwEPzeHks/NwfC6jLHsMmGZESDx6jCjv9xC6Pc7UFWV3FgKZOG4ssu6U48epOp0Ot1pIJLK8bm7N9MYdPCjaw927RT3r2GSJRFBEPjmRa288NUVVHqOcPEniVR4LHS/IZPaE0qSV1QaAiemm6WqqkxEQpSrTtyCjbyUZLQnxq7XOknbBhEEAaMvh1JQWL9aa17i92VpXVqG2Wbg1Yc6jphVSkazDOye4KGfbEZNxUGFjg3abM1w1gRqktnnXczMcy9gxFhg5sYfUOcbZqw3RjJ69AzL++nAxaXL4UV0m7BgREYLPA157X3xqXYMr5vDV//hVlw3T8XX8tbZDtEsY1G1Urk3ju9I51PYVTPneRcypUEbsdL2Yg9DHRFK9wfEnv3HzKa0dcQbHunmz99bz3BnBKffTHRcC6RdgYMXlLUz/eQyBTY+1o3Tbyb70B+xvvIkl15no3rsLyAIlM/VmthYHE7O+8StCIJAXu3AlR/k+bt2E59Io6oqY2MSSn6AsuYWxP3dj2tmzC4ey1+tZZEHYgOU2EpodbRiVIycN/U8zlx6JhISTEJe1c7TOq8E25IyfDe04Kj2My1dg2yW6e3tpSDkaYlWY19W8dZv2H5y0IorbsTr8eIsWI44i1Eu0X4Wc6Paz50oipx99tlMTEywfft2rm2+lhZvCz/d9NMjHkNVVTojnTS4Goq3Xdl0JU0eLSM1KzALg2jg38/8d/79zH+nydOEoij09PQwbdo0Ghsb8fl8xUxqZ2cno6OjPP300/zsZz/jzjvv5Fe/+hXj4+Nks1n+9Kc/8cgjjxz1uQetQc4oP4PNo5txGBysrF5JPp9nx44dtLS04PV6+dSnPkV5eTkXX3wxF198cfEDsPS+SQBMNc7D9nsgkyr7Lfj/bgb+j82g5MvzEAwi1v3FE42NjZhMJkRRZOXKlUydOpVAIMD69euPqWHaA6fr3gAA5IxJREFUgSZixqECsef6iL80QGLDCHLAgqnRfdTtTwamehf2pFbie+BDrgNjq4JBLbufG06ixHO4L63HUGZDzRRwnlcDssDYb9tIrBvG7/cfEqQCOIyO4jreI+nr6+Oee+7hP/7jP/jZz37G0NAQQ0NDlJeXFx+T6ZxEMIjYFmtZaUPAimg5vELHcWaFtgZZVckNJ8l0RMiPJZF9lpOme6/u3aEHqTqdTneKG46k+fULHURSOX587Uyc5jfP7AiCgCy9+a/+Gp+N3jcEqZ1jWuByooLUZDKJoio4MOMp2CgYEvRuD9E32A1ow9tjyUmu/sZcKls8iKJK9GOXwfanWHhpHQO7Jw8p0VVVldee7OH333iZB3+yGVBZuPMHWBNDbH10D3/5l5cZM2mBmr+qhimLz0QFwm4bxnt/DmjNe04md955J0888QSxWIxIJEJ/fz8ubITHCmyyGFBafDgULeirc8znutYL8YlOZO/BQNDgMuOcdmwZH4th/xia8YOdQPP5PDmy2FQTNTEvcxbsb3rzzC6SkSxlDS5yuRxdIzvIS9r3jLvESn/7BBankeu+uYAZK7S1xgazhNl+8PuyssWDp8xGLlOgZYGHrRkLLzdX4Nr1V0Jhbb1hsLa++Hib20P1jNkMB9y0brmNfCbHxsd6iI6nSSsCOTFF1Yw5xce7giW4SkqRjSZcJVp2biA+QIW9onjBPatuFoFAgOAM7YK9TihDsMl4rmnCc3kjgixSUleFr+Am5NIyt07VQt6qYl90sHHSWzEELAgIXLfgEs7ITUFyHyFI9VpAEoivGSD0p12oikpTUxMWi4Xe3l4kUeKKxivoj/czljx8FNBIcoRkPkmDu+Gw+wBuaL2BJ65+gkbPwVmQo6OjpNNpamq0AP5AJrVQKHD//ffzwAMPsH37dpxOJ2NjY4yOjtLW1sbGjRtJJBJHzLAeyeUNlwNwQd0FmCQTe/bsIZ1OM2uW9kGaqqqE7m6n0VhxyHrY9M6Qtr76CGWcxmoHcsCCsdaJsdyOudGNIWDFtqgMy4C27n7q1KnFx8+dO5frrruOhQsXMjw8XOzU/FYOjF4yjSogQOSxLrI9UWwLSk9IJcl7wVTnwoQBo2w4JEi12WyI/RmUbIHMXu12c6sP34emYltShm1BKYGPz8RQamPybx14HR7Gx8ePqxv6008/TVdXF/X19eTzeW6//XYikUhxTBBAbiSJXGI9aqBprHTgubaZ4KdnI9oMxF8eID+eOiTjqjs96Y2TdDqd7hS2uXeCK3+lrae7aEYp08rfWQOgGq+Vzb0TqKpavBjrGNPKf+sDJ6ZZyFCvdqFtU83kFYUOwwibn+8iYw/h9fhpampi69athMMhLv70TPq+/w2iSZHJ23/CtF89Ttvz/axf3UndLD+CINDx2hivPNBB/ZwAjfOC+PoeZeThUYKWzXTbLkLsi6EWtMDEX12D2WbHZLMRW7aY4IPP4JoRY9uzfbSeUXZSXICm02k6Ojro6OjglVdewWrVLtTLC05SikrvrglEo4jbZSWqZKny+QgmBQqBLIL09s7fbrNBAkb6x0kPG+nbFWbe5VqGw4oJJZbFa3MDkFHiGLHir7Vyxx13MDg4iNlehi/Twtk3t7Lr5UHOuLoRs81QXJ/qClgQsnGUkX2I1XOQDRI3fFsbW5F8+DY2OeykjTKDa18lXJAxCWDzHNpBuuWMs3hi22bSSoxgfg+9O8yU+jMo+f0ljK2HzuCcteoiJocGEUUtu9of72dx2eJikHpgvd1Vq67iW4lv8eG+c7TZiq/7HjBWah/MpLOTOGU3pVkPphYPwluUT7+eHNDeO2N/DjMGZNfhHWEFScAQsJAbSpAbSpCeFcYyzUdpaWmx2cyBLr87QztZbl1e3PaPu/7IppFNANS76g/bN4BBNBCwBg657cA81urqarJDCYw7UiiKwuDgIIlEojje6JprrmH69On89re/ZdeuXSQSCQRBIJPJkEqlsFjeOlA4u/psbmi5gZum3gRAe3s7Vqu1GJDmx1Okto4h7O/oCqBk8qT3TWJfUn7En0fZZaL0y/MPu91U76LiJR+XnXuh1uRqMo1kMxTfqwMB+ejoaLGs+M0cCFItKRnXRXWAAKqK7T1ci/pOSV4zksOIU7LT3t5ObW0tY2NjBNw+QnfswL68klxfDDlgKTYd8lyufZBhqnbi/cAUhn+8icCEha2JBGvXrmXp0qWHHWdwcJDHHnuMG2+8EbNZy65OTk4yZcoUrrzySkKhEM8++yw1NTXMmzevuF1uOIF5yrF1ibfNKwHAOjdIfO0gqGA5xg/gdKcuPZOq0+l0p7D7NvVjNoh848IWvn3ptKNvcBRNJXZi6Tx94YPdMzvG4pQ4TTjeIkN7PPq7tJIzm2rCo+4vFRWi5E1RWlqaMW/Wjr169WoeePB+OsND/PWqK9nSW4DYKHPOqyY0kKC/fQKloLDu4U685TbO//vpNM0vIbf6D8QsMlbrdlp2/5Flr3wDn7kbi9ON1elClCRqZ86lPzyBYobGyFOEBhJ0vHZ4lur9cCBLVV1dzZw5c0gmkySTSUoUF6rNwLJrm7BV2lmYb2RZaia1HZNk+2LFstGjuWP7HfzstZ8dcpvL4wZgZCDESw9vZ+fWPax/XBubYttfCmzqzyOKItXzbDQvKmEw1FUsQ5YtCqUNbsoaXJx9cyvm/es0vWU27F4TrhITvbecR8fl11Po3U74G1ejjGil3KPPPEHCrAVvfb0JImYTPrfjsACleckyTFYbg1PKse99jVgozY6n96HmehBFkdLG5kMev+DSq1j18c/SGenkay98jdHEKNYtVtatW4dBNpB/eIDhn2yi1FLCbZf9CkMUTLWHfshjrHKASWRRdibPB59lWXYqtlL3Mb3OsH8UiCSQ3qNlrI5U7gtgnubH3OJFcpuIrdHWe5aVlTE6OkqhUKDF24KAwM7wwbnCg/FBfrzhxzzV8xTAm2ZSj6S3txen04nb7Sb2bC9WrXH3IXOLZVmmqUkrGW5qamJ0dJREIsHixVoZ9hvnbx6JUTLyjUXfoMqhZdBCoRAlJSUoY2lGfrmF9P5GPdmBOIVEjuxgnNhzfVBQD2tEdTSyz4KIwBR3HUJOZeQnrzH22+2o+0cdeb1eBEE4rHT1SA6MXLGpJixTfTjOrMBxViWi6dg+nDgZCIKA7LMwz9yEwWDgvvvuY2RkBK9B+x5PrB0k0xnBuj8AfCPZbcY6K0DdsIupU6fy9NNP09t7eOO6LVu20NfXV5wFXCgUiEajxdE9Pp+Pa6+9loULF6JGciiZPIV4FiWeO2R5wrGwtPqgoIKiIgf0TOrpTg9SdTqd7hSVzSv8bdsQ500t5RPLGyhxvvkaoWN1RoN2Yfhyx8ELuX2j8RNW6gswOqhdmLor/LgFbb957zAqKuUhO8YdKSRBYnBwkJ07d/KKqxoEgfWzFzL6u3+neUEpFqeRrc/20bV1nMmRJIsurUcUBZTBPUxuHGRPcyWvGWTK7F003P5z8BgJVNfw2GOP8be//Y1py88hGY3wUnMt1t0v4Cmx8sRvt7P5qWPrHvxuOrA28OKLL+ayyy4rNjkJKi7slXZmnVNF7dIyHKqFJsmFoIKSzB9zh8sH9j7An9r/RF45OIvWXaI1sdrZvp1h0zoi3ja2bn8NQRXwmbQMV+yhLlxYyQkJzv3IVDZu3EgwGKShoQFbUODsD7UcdixBELjii3OZHL6XB3zz6DG56L/lA3Q+sofQj7+GmorRuUNbNywKELJYiVtMlM07PGNjNFuYvnIVfUg4MloAPRx1I6X3UlLXiMF4eAAYy8a49dlbeaz7Max5K7nxHGNjY7glG+ldYfIjSVI7QmS6taDEVHfoGkhBEjE3eFiRXUhAcWNAwhA49k6igiRiqnOhxLW5k28WpLpW1eD/yDTsyyrIdkWJPNlNaWkphUKBsbExrAYrta5aXht5jbt23sWW0S38cssvQYBGdyNBS/CYZlUe0NfXR1VVFYVIhtSOcXyqA1EQ2bJlCwBnnXUWK1aswGTSzvdAsFpfX8/MmVrZ97EEqW8UDofxer3E1w6S64sRfUZ77/NjSUJ37mT0Z5uJPd+PdV4JxrrD16O+FdlrBgEKoRTJzaOomQLZnijRZ7SfaVmWiyNqjiYajWIUDVhcViTvO/+9+n6RvWZqUz6uu+46FEUhn8/jzltABDWnIDqM2M8of9PtDaVW1FSBS1ddjNPp5OGHHyafzx/ymH379gHaLGHQ1vOqqorb7T7kcaqqMvqrLYT+2E5uOFnc//Ew1jgR9q9b1Zsmnf70IFWn0+lOQdm8wo+eaCeSynHlnGNr4nIsGgJ2Spwm1uzTgtSCorJnJEZzieOEHSM8PoGgCrirfXj9PmRBIsEYJqMR57YcoiBQKnmorq7G7XaTlwwYQsPkjUZe3DWKJAs0Lyihv32C3h0hZJNE7UwtuJ785T8Rw8jI/qZCyU98jnxDM6H+XnxVNWzdupVt27ZRPXMOV37jn5nwldNvsHPZBVHKG91sfaaP+ESGzU/1Eho4fCTLe+HARbTbqnVSXrVqFfWeajyqDU+LVh5XOjNw2BoxwzFkUpO5JD3RHhK5BLsndh/c1m2mpVBBjhQmyYEgQsYyRq1cgrcuiGjVLgydOQtjY2PFRijz58/H6XSSSMaxHWG9JWilvr2RJJMeL1tqSnlNcfFCaw271ncS+dFnGJKsWExG6mYvYDTgQREEgi3TCIVCZDIZ1q1bx7333gvAnAsuRRAERpa0YkmOYkiPkxPjVE6bccRj/2nXn+iN9vLzs3/OJxs/CYAkSfgKDixTfUgeE4l1Q2S6oghGCUPZ4R/GmJvdyDH4buDrAMedwTlQ0ijaDQjyW1922ZeUY51fQuzZPtwTWnZ5eFhLc7Z6W3l16FV+sOEHfOixD/Fwx8Nc03QNv7/w99xxwR3HfD7JZJJoNEpZaRmTD3aACgZRpsweIJVKYTKZWLlyJcuWLStuU1payooVK7jooovweLRg+HiD1FQqRSqVwuP2kNym/X5RswUEgwgqZLujmKf58FzbjOfqpuMuvRdkEcllIh9Kk1g3jKHchmWGn/jaQZRsASVTwO/3F3++EolEsTt2KBTirrvuKpb5RqNR7IIZOWA9KZYAvF2y10whmiXoCxRH/jgjBkz1bmxLyvBc0YhofPPs8IFydTGS5+KLL2Z8fLz4QcbIyAibN28mHA4jCEIxSD2QhT6QST2gEE6jxHNk9kwQe1GrFjjeTKogCZinaN9/Bj2TetrTg1SdTqc7Bf338x3c/lIXV8+t5KzmwNE3OEaCILC00c/afeMoikrXeIJktsC08uPLarwZVVWJx2JYMdInDBFxJnGjXajUuCoQEbFM9XF+ZhY3f+hmLjj/fKyRMKaxfgyRcXaVNTD2xJ1UNLsp5BR2rx+htM6JKIkUOl8j9Nhmhur8CKKIu6SMjasf4H+++AlUVcE3ZSrpdJpsNsvQ0BBxQSZbUkl3dTX5lx6maUEJickMT9+xg7X37+PP31vPSFf0hDzvo8lkMsVyuVAohF01M/avG8kNJ6jylrFMmUWqIFA2S3uvzQ4j2f0NR2xLyxHMslaaehR7J/ei7h9Qu3F4Y/F2yWnkjPwUvnDzZ/jCVz5TnF3ZWqhEchkJfnYOzlU1eFUb4XC4eEHa0tKC0+kkHo8flmFRVZW1a9cyNjxE2mACUcRgNtMZ1C4yeyxOuu7dxIjLRsvK86mcNoN8Po+/upaE0covf/lL7rzzTp599ll27NhBOp3GFSxh0ZXXs6+3j0bXy8z0vooCVLQcudS9PdxOjbOGFVUraDFpmd5PfeKTLE42IAe1ZjuZzgiptjGMNY4jruk1N2tBpnuHCKKglfAeB3OL9nyP1DTpjQRJwHNVE4ZyG9KrUQwGQ3Fd6nT/dAC+MPcL/PCsH/K/F/wvX1/4dZxGJ9XO6mM+nwNBr6NHGz/ivrwB2WemQtbW+AUCAQRBQC0oFOJa12tRFFmxYgV+vx+jIGMxW4qzN49VcYxS0oCazmPe/4GLdU6w+BjX+bXY5pW87a6tstdMek+Y3HAC28JS7EvKUNMFRn+5haHvr8Pr0DKpiqJwxx13cM899wDQ1tbGvn37ePzxxwEtSLUppjfNfJ8qJK8ZVMhPpFmwYAEmkwlnSPtd4bm8Ecu0ty6pPtCcKD+WoqmpiWAwyObNm4lGo/z+97/noYceAmDevHmEQiEikUjx++KNmdTs/g/9BJNEZs8EktOIaD/+JSTOs6txXVKPaD0xy090J693NUgVBGGZIAivCoKwVhCEL7+bx9LpdLr/S17pHGdmpYv/uG4W0gluw7+s0c9EMsfukRg7BrVPxadXvLOGTAeEBxMU1BQ21cRfhh7gkdiTuPPap/UVGQ9SmYXVPIOYA3U8THOJC8++XRjlHM50DFUQeOahpymtkrXSvpxCWYOLwp6XGPrcR0jkZDodbpoXL2PmqgtJTE5QM2M2H/3pb8jIB5vWdHV1FWc9TgSCJHfsQvKkyEsJBvZMUjvTj2SU2Llm4IQ876N54oknuPPOOwmFQoTGQjgV7TUZ+elrjPxsM8J4ipgk4nhd6aHss6ACrnNrKP/24mO6oN4d1rKnDoOj2HAHQHLsX3eqgtlmYNWqVZx37irK0k4kpwnZa8ZY5cCr2FFVlba2NqxWK3aLDdOwNlv1jeNrent7efLJJ1n3xGoUg/baly09m3RJFUPeDGNOKz1zmlBFkdaV5xGcOZcrvvb/uOr/fZ9HH38cl8tFf38/mYw26/ZAcLXoymvxllfSbVZRz1gAQPmU1iM+31BXiNm7ZxOJRBgfH8diseDChqxIyAEL9iXlyD4zSiJ/2HrU4uvsNWNqdKMk88g+M8JbdMc+EkPAilxiPeYyYUEUcJ5fizqRodQZoK9PK4m9uulqbj/vdj46/aNcWHch80rmIYnHv0ayGKT2C5in+bAvLkf2WyjLas/f7/RSiGWJPtnD0PfXM/lYF9Gne1AyBW3kz2+341DMx51JPbDW2txXQLQb8FzdhLHWiW1JOaLDgKHMdswl629G9ltQEnkQwDLdj7HOhewzkx9JomYK2GMGcrkc27ZtY3x8nO7uboaGhuju7kYQBHbu3ElPTw+RSARr3ojkPLzR1ankwEzZQjjN3LlzufW6j2NUju0DLdg/7kcSyI2nEASBOXPmMDAwwB/+8Aey2SzLly9nyZIlLFq0CEEQuP/++4tjbt6YSc0NxEESKPn8XPx/N53Ap2e9rSy1IWjFcYwjoHSntnc7k9oJnKWq6hnAJYIgvLPfPjqdTqejoKi09UeYXeV+V/Z/YL9t/RF2DEYxyiKNwROzJnXbs30oUhabaqaj0M1esRu/4kQURcrGrKy1bmVXx9MADN76RdLrXiBplBkzpZBmlGCYHGd3oJaBf7oRf4WWgfWF17D32o+xQa5nz8rFKIrC0utvYu6Fl3H9P/+AK772Tzj9QdbuWEtKShE1RNmyZ0sxSM05XLwoBvjz/XeR8nUCMHNFJY1zA+zdNEouWzghz/3NjI2NsXnzZkBb3xUOh3CpFpznVuM4p1prMFJQ4Q0X8J55QazTfIgW+Zgv9trD7TiMDs6tOZf1w+sZTWoXlAcuxgv758W6XC4WtsxFQCjeJweteFXt4nZ4eJiSYAnjv9uO2KYFp1ufeYTN9/ymeKxXX30VgJ7efth/fu3DY+S8JUxWl6MKAh2ZPE0Lz+DJF17krj/+ibo5CxgPhVBVlURjAn+9n9ZWLQA9kFGUZAMLr7iWsd5uXn3gz1S2Tsdi185LVVV+vOHHfPeV77J9fDuWcQtSWuLuu+9meFib+Zgf0xpzGQJWRJOE9wMtSG4T5tY37zTqOEsbpSMfx3rU1wt8fCbuK469sZG52YNgkSmVPAwNDZHJZLAarCwuW/y2LuwLhQJ79uxBVVWGhoZw2B0YJ1VMdVogIfsseCMWKsorCO4zEP7zbpJbxxBkgfgL/USf7iW5ZZT07glyfTHsedPbDlJNXVmss4NIDiPBT87CWGbDe+0UPFc3HffzeqMD60eNtU4kuxFBEHBf3ojjnGpM9S4sPdrP8rPPPovZbMZgMLBmzRr6+vqKa217enpIJBLYFfMpn0k9EKTmw1pZszqm/Xwbyo/t97kgaZUDB35mZs6cicFgIJPJcM0117By5UrOP/98AoEAV199NX19faxduxabzYbBYEBVVNS81rgqOxDHUGpD9poxN3mQ3afuWl/de+NdHUGjqurg6/5ZAJR383g6nU73f0HnWJxEtsDMSve7sv9anw27SWb7YISOsThTShwYjjN7dCSpeJb29cPkfRlseR9hOcKV65O0llTQUFKHpSvP7vYHuOaFEJwLYt3fM/5EjFJnK+f5z+E3pr9SNTFB3O3nlUkvZbxAWJpP7lc/pm3aLHY0T0XI52hsmk4sm8cjy1TuLwNVVZXhgWEKrgJxIc5Y/xiyIOP1egiHJ2ivacFgMABZnH4zFS0eRFmg/ZVhereHaJgbfOsn9wbpeI5X/rqPKYtLKW9664Y2zzzzDLIko+ZENm3cRDqbwaVa2TWcZOYVDbBtDMZS2Kccuh/nymMv8TxgR2gHUzxT+Mj0j/B49+N886Vvctt5tyG+LkhNbB5FiWaKF7IHglTJZcRpsCMLEnm1gE9yku2OYhO0C/nn2vYi5nNM3fQUe01ltLe3AzCeF2B/XKUoCjkhR2WmjsGFKh9b/Heobh9/ufc+QGu6cqD76oPDDyJbZFZftpr+/v5iJ2GAlqXLWXvvn1DyOS763FeKtz/e/Th3br8TSZJ4vOtx5hbmAgezh7NaZ5Ab1sarHFhbaqxyUPb1hW/5upma3FhmBbC8RSD7ViTb8ZUmCoKAodRGSdKJqqr09/fT0HDsQe4b7dy5k/vvv58PfvCDDA8PE7T7YBxMtVoZv+y3IOXhI5fdwMhPXyMTnQTAc1UT5qleRn+xhfTuCQoxLcjxZK10hoeJx+PY7ccW8ITDYWwmK4a0dEiJL1AcP/NOyT7tPbVMPziexNzswdzsIbllFPc945hdZqLRKEuWLEFV1eKHKVOnTqW9vZ3u7m4AHKoF6Qgjg04lot0Iskh+QgtScyMJBJN0XM9L9lvJj2mNjmw2G7feemsxwH+96dOns3fvXrZu3YrTZGPkF5vJDcQRjBLe65rJDcb1sTG643LMVx2CIPxYEIQuQRBUQRCmv+72ZkEQXhEEYc/+r4d9FCYIwiqgQ1XV9Ak6b51OpzttbR+I8Jk/vsa/PbrriPdv6ZsEYHbViSnBfSNRFJha7mRr3yQ7BqNMrzgx61H7doXJKSkKFLCqJkpFE/72CQRFwdKVJydlWbRmlJfqfaQLCQRRQjS7WRK8DIfg5NreVdQsX4wUjzBYVUHZ2j+yyvsIwwYnO5qnIkcnkGQDe0MR7rzzzmLmBqAr3IU5Z6aurI6VZ6xAQUFRFFI1aQzpBL6eDuZV+skpaa77xwWIokBw/wX8xEjyuJ5nNpXn/h9tYufLQzz66zZi4Tf/09fb20t7ezu2dDVyysvo2ChG0UB9voRNa4b4n6+s4aXOGH1ZhZLjDJTf6MF9D7IztJOzKs+i3lXPF+d9kXXD69g2tg3RKCFYZGLP9jLx591EHusm+nQvglHEWK1lKQVBwFhiwytrr4u6dZBkboJ4cqR4DEU28NDPbuO+++6jVC7QbMqj7s/8GfZfckSbtXW+Y2ZoXbqcDRs3IYrafeFwmPHxcQRJICWlSOaT/Mur/3LIzFAASZb54Hd/yId++HMcPu3CN1vI8vvnfs/lfZdzi+UWYrkY9ryd+qn1xe60pu1pok/3INoNiOZj/5xeEAR8H2zBOvudvQfHw1hmwzdhRhCE4lzTt+vAa/fcc89pszJxHtIoSvZrWa3Uztd1vhXA3OpFshsxT/GQ3hUi1xfDWOukuqC95nv27DnmcwiHwzgFrVuuofzEzFx+I3OjG9uiUmxzDn+fDJUOzBj4zDkf5tZbb+Xcc8/l3HPPpa6uDoPBQHV1NR6Ppzhmxa6e+plUQRSQPSYy+ybJDSfIjyYxBI+vGZQhaCUfSpMb1X4POhyOQwJUNa8URyydeeaZAFgTMoVIBsfyKmSPmdCdu1CS+WLTI53uWBzPR+MPAmcBb/xN+Wvgl6qqNgO/BH7z+jsFQagEvgEctiZVEAS3IAi1r/8PqDyOc9LpdLrTzhf+vIVH2oa4Y203mfzhpabrusLYTTL1/hM3FuaNppe72NofYTKZY/kJasw00hkh7t6NQZQJ4OCylyK0VQSI5bULnLFUO1trgpTW1mGa5WV7ej1DyU5EQaKzcoiabDkpzLhtFlImC2MmC9JLj7FxzgwoFFi1ciVf/tpX+fjHP44oiqxevbp47A1dGwCYOlzBOW0zGAwOUhAK/CX0F4LKGEJkDPNID4VCgWxynMK21RhksDgMxN8iyDySvl1hJkeSLLu2CaWg8upDHW/62BdffBGTwYIcKsWY0S7gZlumoCpGFlxax8JL65h6VSOWi+pwH+e4hteLZCJ8f933WVi6kJun3gzARXUXIQkSL/a/CID3+ilY5wZxXlCLYBDJ9kSxzg4img4Gc4agFW9eCzCqDHUMjm+ikI0iqwcvJ3ZVNSPns6Q3b6Sn52D2c2G+CbVC5d+v/ndkh4w5YSaSiTAwMEBjYyOgNY0aHx8nbU7T5G3ii/O+SFvHZjomdzM+Pl5cnwpg9/qwOg9+UPPIK48wpXcKEhKxfTHsih1zwUx1aTWrVq3CarZQmneBevwdet8PhlIbhqxIiT9YzO4drw0bNrB69WpGRrQPEoaHh7FYLLQmyw9pFHUgWE1u0h5nqndpc1sdWsbNPMULqjZCx3lONV7VjtPmKGbLjyadTjMwMEBQdR53kHQ8RIuM58qmIzbVkT1mEAWUcAav14skSciyzE033cRnP/tZLBYLHo+n2ADsdAhSQcsq54aTjP73VnJDCeTjXPdrW1yGaJUJ/X4HSjp/2P3xdUOM/892sgNx/H4/l112GdML1ZibPLguqMX/9zNwnF1F4FOzDslw63RHc8xBqqqqa1RV7Xv9bYIgBIG5wN37b7obmCsIQmD//Sbgf4FPqap6pF7+XwC63vDfS8f3FHQ6ne70kSsodI8naC6xk80rtPVHDrn/V8/v475N/Vw4vRTxBDdMer0D2dMan5VVU0tPyD47O7vIGiIsck+lIKRJD5soSAKRrFbeGR3bhyoIXPSlf6TqpoXM+eZ1PJv+G2vHHsZyWRWjpTHmdjUy6+LzANjWVMeegpu4N0BtWQmLLr0Ci9VGeXk5sxfNpqurq5hN3d2vNQzyjpvJ7ovwwfM+QE99J//Z9xVipS4yBhk69wLQ+6+3suf6rzJ8wwLsDvEtM6FHMtQRQTKITF9eQeV0J707x1AV9bDHZTIZurq6sOVLaa50cra9nCbbEhoT5aQEmH9hLQsurmPWOVXMPrf6LS/sVVVl15rn+dW/fIb//OXn+ck3buHOH/9j8f5HOh8hlU/x1QVfLTbbcZlczA7OLgaplhYvniubcK6owjq/BADbwkPfe0OJlYqMB2tWxaPaWPSVGzAqMa00MpVAVBVU2QCJGBZZYHapVm4rqDAlX8H/u+Yb2Iw2fCU+fGkfO3p2kM1maWlpQZIkwuEwo2OjjDDCjcKV3FByHf8Z/QZnDmpl268v+X29UCjE1me3MmGa4AM3foBsJsvZ6bMBCPqDBINBPnPBLQRVF8Y6F9aZJ64j9rvFUKZ9GFDnq6Kvr49EInFc26uqypo1a9i0aRP9/f1UVVUhSRLnnXse0ngeY8XB5jmSzYCh1EY+lAZZwP+xGfg/fLBjsqnBjeQz47ygFjlgQUCgwV9DZ2fnIR8cgPYebd++/ZDb9u7dS6FQoDrlK66TfK8dXF95aGWEJEnFJj8HxuuIgoBVNhdHL53KXOfX4v/odNRMQZunfAyjql5Pdpvw3dRKPpxm8m+dh92f3q19yJjp1P5WzZk5m0DCpjVdQvvecp1Xi6nmxFTk6P7veKeLjKqAAVVVCwD7vw7uvx3gBmAq8BtBEJ4XBOGN7bh+CtS94b8z3+E56XQ63SlrYCJFXlG5eq5WVLK+O3zI/b99qYuzmgP821VHngt5osyt9iAI8PGz6k9I9+BCQSE0rj2XQNKIdSLKiMvOgrNXEcmNARCKD2A3CLhLtXl+JcEqXB89izvnrGN6+WxqLp2Nq2BneEcHsigSc3vorKkBQeTCq645eCylwJ/CfwKgbWeb1sFzRCt3dGZMkFc5S1rEr5p+REOqElPODUAmpF1EDW8PYXAZmdiSwtC9kVgodVzPdagjgqtK4IknH2fjwGpGxR2MH2Hmand3N4VCASVkp7mg4C+omIfMyOkCgtN0XGM4dj72II/+/Mek2jpRX+xA6RxjZOMWFEXLxD+470Fava20eFsO2W555XJ2T+xmODF8yO2u82vxfWQaxspDu4DKQSt1SpALU9NByWGe1ozVZ2Jlbjru4RHKA1qmJFhIc+XnfkRlRsuQWjAiIpAbjJPpiVJbXYtJMRWDGckjYXKYGB4eJhaNMTvdyKKXaxn79VZ8ozaqC1pQeaDT7Rt1dnaCAunWNFMaplBTU4NhRMum2ZPa18J4CgQIfHQa9iXlx/zavl/kEisIUG8uQ1XV4yqtBa3E98DMykwmQ2trK1//+teZVtoEinpYya2pQQvUDAHrYd97okmi7KsLsM0JIjlNIAo0O6rJ5/Ns374dVVXZuXMn4XCYJ598kgceeIBU6uDPza5du7DbbASzDqTjHOFzIsl+C7lx7bzyoRSFiBZg58dTjN+xHbdF+x1gl60YXOZTekbq65nqXQcboB1nkApgqnXhWF5FcuNIMRhVFRUlWyDTOQlApku7vRDJaNUKxzBySad7K+9246Q7gDedMK2q6iQw+frbTpdfCDqdTvd2dIe0bMncGg8NARsbuw920IykcoQTWZY2+JBPQCOjt1Lrt/HCV1ZS5T0xZZHhgQR5IYWAgHMkz1guhVGWWPShj/Pz9o8TGxmj35Bg/pIVh2z3iUWf5ca5H8EiW7A0WHi1fCMzO2oYLY0znk4SliTkQh6338NDr95HW34Xg+khtiS2EDAEeOG5F1AKCh7Rg0GWMez/s5fpjhY7Vjama8m5Reo9y3iFl9je3Mqrfj+1qQj27WPEzHFUVT2mv0+5bIHh/lHCgY0IG8Hr9TGujLHrtS4CVTMPeezevXuRRJlmwYOczKMCZYARMB9HaW8mPMbzd9yGM51jZv8Agmpk1GFld7mPjo42sh4Du8K7+PrCrx+yXWR0GMfzgzhEmfXD67ms4bLifaJZxtLiRVVVtj/3FA3zFmJ1uYsjQjymUnKGCIIo4F84l/yrBoK48de3Mjy5jg/94Gck7u3CoWoBiW3/18nVnRQmMzRfXMU61jGwawCT0cRjz9yHGDXSOallauakpqBMMcPeNAhgUg2ocqHYkfmN+of7yQk55tXNA+CMM84oruNU7hsgZfaQG0shuU0IhuMf2/J+EI3amBx32IjL5WLXrl3MmTPnmLfftWsXgiBgs9mIx+OUlpZiMBhIDGnrTg9kag8wNbiJvzx41HJQQRSQ3CYCWTvBYJD169fT1dXF9u3bKS0tZWRkBFVV2b17N7NnzyaZTLJ3716m17cihIRic6P3gxywkt47gVpQGLu9DdFuIPiZ2SS3jpHePYFRy7lgFyyn/PiZ1xNEAcvsAPEXBzCUvL31wM5zqomvGyK+bghjrZPQH3aS6Y5AXkXymMh2R1AVlfykFvhLHj1I1b0z7/Qqpw+oEARBAtj/tXz/7TqdTqc7RvmCwqNtQ+wZiQFame3COi8busNk8gVS2QLd41oAW+t/d5qOvFG178StHetrD1OQMtgEBdngZlJMsfgDH8ZktSLPqqAvuQ8kkamXXnvIdoIg4DAezOY1Xb4Ai2JCyqqoRjM5hxu7zch3/vA15jwYYNqLQdpD7VxSfwmjtlGUgtZU3qgYCRg9iDYZOWAh2xUh26+91q2pemZ7zsaMAVEVmPAHyKkqey1uQq4weUUikzh8LdaRjHRFyUkxVFXhlltu4cMfuRlBEFm75Wkef+zxYvnxgZEgdnxMtRgwT/FgqndRbRRRgapVNcd0PEUp8NAXPkpaEOmui/HX762karoLn1krUd6xZjX/s/1/cBgcXN5wOQDP3vEbnv7tr9j54nP0vPQKl68pp23nK0fcf2igjyd/8zMe/On3URUFyW2ioGgdXm0tWrbfu0jrjLu45HKatzv41Cc/RX79OOldIWQkrKoJm6pdsBb2X8CaX4wjuASEnIDoELi8cynVWa20WDZIVChefCsa8N3QiveGFhRBxYBAd283qnp46XTPUA8xQ4xFZYsAaGpqwu/3Y5csyEiE791Dtif6tkfIvF9MtS6yPTGam5vp6upCUY48JKGnp4c77riDXbt2kUqlKBQKbNu2jbq6OqZOnQpAwKZ1Js4NJRAM4mHBoqnOhWAQMVYcfa277DGhTGaYN28eIyMj7Nixg5qaGoaHh1FVFYPBwM6dOwFYt24duVyOWWVaFv/9KvcFMPgtkFdJbBqhMJkh1x8n2xcj0zEJgHGv9v1pL5we61Ffz3l2Nb4PTX3bGU7BIGKdHSC1Y5zI3zpJt4cRDCKiVcaxogolmSc3EKcwob2G+ogZ3Tv1jjKpqqqOCoKwBfggcNf+r5tVVR07nv0IgvAd4Nvv5Fx0Op3uVKWqKt9ZvYO7Xu3FYpCwGSUCdhMXzSjj7vV9fOuv23lwywBXzNZWTNS/R0HqiTA5kiSXLdD2fD+SLY89nkYQJSJyjHMuvBSAG677Ms/PeorLp1yByfrWz81XU0Z/yVbqJ/0MEwFRYm+hg1s7bkQ1iSyITuWe0H9i9nv5Uu132dO1B5vRRsVYBa6cBWOVE8llJPnaKGpewTTFQ2b3BMOOMMnxAWxGEzEhTW1JkJ6RUUZ84MjmiIXTmO1HHyOye90wqkm7SAsEApjNZmY0z2fHzjbWrVvPa5tf4/Of/zydnZ1Eo1FmJquRJHBdUk96Z5hsZwTrrADWN1m/9caM7qZf/Rt9GZUmKc0/zkvyi5nXU3bxr5Af+BWv3v03ujev52mpl1um3YLdaGd43x42P74ao8VK9fRZ2H1+IrEQqed2wKVHeD57NgEwtHMnt3/u77CYDMxSz8VrKsPaoHVQlfdfzEuiEcI5jDtSRB7rxtzqpTfTx4ruqZhVI4JZQk0XsMwKkNo6xg1nXs53N/wH0+I1OBQbQcFJOwOUepwYYzKWUieiRbtMkYPdlMXc9KWjjI6OUlJScsh5xiZixIwxGpwNJNYPY2pwcc011zB45zZkm1Ur7ZzMYJnmO+p7eDIx1btIrB8maPGSy+WYmJjA5zv8OezatYuenp5i9ri+vp5IJMJFF11EVVUVNdYyIj9tw/SZ2WQHExhKbYeX9FpkSr48H+kYvs8lj5n0rjBz5sylUCgwZcoUbDYbP/nJTzCbzUydOpV169axd+9e1q1bR0tLC56cjZgQel+D1AMNs2JP9yKYZVBVYs/3k+mNYpkVQNk6glk24UlbTrsgSzTL7/j73zavhMQrQ8TXDmKdV4LnykaUTAEUlegT3YT+uAtToxsASS/31b1DxzOC5meCIPSjdd99WhCEHfvv+iTwOUEQ9gCf2//v46Kq6ndUVRVUVRXQ1qXqdDrd/xnPto9y16u9mA0iqVyBGp8NQRBY1uhnapmTezf1kyuoPLhlAEGAKu+pkQ2aHEly3w828pd/3UA8nAE5ic1QxWRmlP6FBSRZuxgOWoNcN+fGowaoB1RPbaYlU4Oqag1QqqQybAUL5Z+ei21JGUoyT/SpHs52LqXN28a5S89FFEU8KTOGMhuOsyq1bJwK9iXlvDhjJ9+p+m8az16KDe3C9IxzzqWyrJysw0khu+eYmielYln2rh/BXqqVWJrN2r6uuuEizlt4Lc7wNLLZLP39/axZswa308MsAqg1TgwBK5ZZfox1LlznHTmLGk6HWXrPUp7tfbZ428D6dRhzefo/sRJJkJhfOh8A75mX40hlyY5lWNbmp2F9nlB/H8/+/jYAsqkk3Vtfwy8J+J0ingGFrvZthx1zYPOroKqUxScoMUnke7vJ7F+/aiizo6oqT488B4aDAU/shT5Eu4Hd50zwcPwJyhUvXtWOucULsoj70noEo4R/ws4555/DFaxAcMg0FcqonVaCJ20mZkwVA1QAc4WTOYVm8mKeRx999JCMYjqdppAqgAUyf+5l4oG9TDzUQUlJCSVRG+YmN/al2hrUUy2Taqzb39AnrQVXbW1t/OAHPzis7PlA4P7BD36Q1tZWOjs7CQaDNDc3Y7Vaqcpr3XkT64fJDcUPK/U9QHabEOSjXxoaqx0oiRzCRI4zzjgDn8+H2Wzmqquu4tJLL2XJkiVYrVb++Mc/oqoqK1eupBBOIzmPbf/vFkOZTasGiGaxzglgP6Oc9M4Q5FWsswJIBpmbqi9gWr5SL1c9AkOFHdfF9fhunornmiYEWUSyGZAcRvx/NwMlmSO5cQTRYXxf32fd6eF4uvveqqpqpaqqsqqqpaqqTtt/e7uqqotUVW3e/3X3u3e6Op1Od/r56+YBvDYj/3hRKwB1+zOlgiDwhXObcJhkqrwWcgWVcpcF8ymwpq5nR4gHf7IZQRRoWVJK1XQPqUwKp+Bg3cTjTFmy9G3v21LnQUQkYp0kI0a5IL0MU70LQ4kNz+WNBD87G9Ems2LPTL4474tcPfNqPnHD3zElX4HssyD7LDhXVoMsYqxy4FhcTo86QMKv4lDNGGQDdfUNTJ01C9VoJi+EiA5PvuU5bXy0m7v+6VUKeQXJnit2CS1EsyiZAvMvqsXnDoIKWzZvYWRkhFprIyZRxLV/9qbsNhP8xMw3XbO3K7SLWDbGbdtuK5a8TqYymJU8Lyd3Mc0/DZtB+96RAhVYChkkxUjDqJPOV17h91/5DEN72ll05XUA5LMZDFt3s+C5vagorHvu4cOOGd27D2s2x6zOMM2Pvszi9l6qA2kEo4QQNPHNNd/kyy9+mYgpoWWpZAElmcfU5Oa/Nv+MYcN4cV/uSxso+fwcJLsRY6WdbF+Mm5s+hD1qwjYziIBAbiKBK24l4cwech6GcjvBjIu9rt309PSwfv364n3j49oxzo8tIt0exljnIrNngszeSdScguzX3m/r/BLMrd63fB9PNrLLhOQ1Yx8VEQSBV155hVQqxQsvvEAsFiuOSxkdHaW0tJQpU6ZwzTXXsGLFCi677DKUeI7caJLc/lm/ifXDWjZ75jsbBWKeor2O6faJQ26fMmUKjY2NOJ1OPvCBD1BTU8PNN99MSUkJubEk8vvYNAm0bGLp1xZQ8sW5uC6sw3luNaYmN0gCpjoXkseE2JtBRNQb/xyBIAg4zqzAMtV32FIQY4Ud20Kt6Z3+2ulOBP1jDp1Op3sfJbN5ntk1yoXTS7lsVgUWg8SU0oNrMM+bVspr/7SKDyyoBg4GsCezdDzHo7/ahtEscdmtsznnw1NZ3LobVRCwq2Z2BodZWXfO296/sdqBCpTIXnr9PfjTrkNGpYhmGfuZlSjdSW4uvwFZlHEWLEiIyH7tItlxdhVlX1+AZDMU1zGuib7KnHw91551GQaDgfr6egAKxjiRvd1vej7DnRHWre4kWOPg/L+fTjQ+icfpJvrIawz9cD3he9qRZJEllzYjFSzsat8FgHfchgrYZxxbwNAZ0ZoK7Qjt4KqHr+JXW35FTBXJiTm2jW1jQcmCQx7fbM4ydXCEKyZGufb66ylpaOTcj32axZdfi2zULiJduTT2FhveeIbRtjYA2p57kgf+7dvk0mlSkST2dJbPfEriWx8x8NN/mkHwu1+l9Kvz+UnbT/lb59+wG+zc1/Ac8pXlUKo1m9nnHWBXeBdnz9TGBUWkuDbmZH8m01jtIDeUINsbBRVMTR7SxhxqOEtFOoDiPfSDGGO19jNRbQqQ9qR5+umnGRvTVhYdCFJnROq0LM9NrQgGkcnV2nxa2W9BtMh4r2kuliafSsyNbgqdcbxeb3Hcy969e/nP//xPfv/73xONRonH4wQCWgdkSZJYsWIFlZWVTNy/l7HbtmnrUPdnpi0z/JgbPe/onGSXCUOplfTu8Js+prKykltuuYWKigoK8Sy5gXgxM/x+EkQBQ4kN0SghSCL+m6dR8vm5iBYZ2WtBiecAiiNUdMfOvqwcREHPQutOiJMiSBUE4TuCIKiCIKhos1J1Op3utLelb5Jb795MKlfgkpnluKwGnvrSWXz8rPpDHmeQRJY0aGuJav1HL1dMJBIMDQ29K+d8LMb6YygFlTOvbyawP7gYePB+AKwFGff8Zizy2+/wKZplDKVW5mRbmZtoRRVVzFMPXWt1YGh8akeITG+U/P6xE7JfO64gCEh2LaAKWoOsqlnFH/r+iFO14B8yMnb7NqQ2bWyMIqaIDh6aMXq9Nffuxe42ceEnZ1Az00M0GsWwLUH0pQRCIU56V5jsQJyqqV7knPZ6uBwe3JMiWauMZDv6GkCAjskOnEYnpbZSuiPdPLr3EbKiRNqoXVQvLF14yOObly+jMREl3ztO9Kv/xJVnn0VrcwvdZ5+BK6U14fKZClR+/xd4EylyoTjpeJxX//fXdG3ZxGM//TeyBRFVzBF2iewpU1mf3kdSSbIl2cZdu+7iptabuLDuQp7kJb7X80NWZ58CAf5r8nYaXA1cOV/L2lrdh46yMVY5oKCSWK+VDhsr7BTcAq2pehyKDXvZoUGUsdwOssCllvN4xv4MKiobNmwAoGegB9Cy4LaFpUg2A9Z5JcXuze9nN9kTwTzVh5otFBsfLVy4kLKyMlpaWujr6+Ouu+4CIBgMHrKdksyR3juBEs+RH09hX1SG66I63Jc3nJDzMk3xkumOoqQObSqW6YmS2HjoSKP0zjConJRrggWDWOxa/frgSl9TefxktxnfDS04Vla/36eiOw2cFEGqviZVp9P9X/TzZ/ayZt84182vZGGddgFa6bEesZx3RoWLhXVeVjQHD7vvjVavXs3vfvc7EonECT/nN6OqKqqilaCO92nBnb/SjjrSjjq4g74RLQNEIccFZ37gHR/P3OCmJV7L/MRUpHItK/J6Br8FOWgh8kQ3Y7/aSvyFfgSThPgmAeGPzvoRzZVTUVBIbh4l0xkh9fQAIqCIBaIRbTTFcFeE5//YTi6j/TsVyzLSFWXamRUYzTKTk5MAOBUrW3rvpb/9RwgmibFfbyX80000mtwACONWvLKAd/Gxz+vsjHTS5GniofPv51PNHyPdNwiCgN1p5ivzv8LCskODVNcX/oOmTe3UP3APkkVl+Dvfpufay8lNpPGOR7Hk8rh9Vgwti8jbMoDAlif+RjSdxZVMs3fzJhAE8o4C/7DwH/jcnM+RV/NsGtnEhuENCAh8ZvZnaPI0Ec1GebH/Rf7gfoifTb+XtuQOPjvnsxhsJgSzhN3nPuTcjFVaY6jUjnEkl1Fb01ZeRl1Gaw5W1zjlkMcLsoixwkFjvArFqKDYlGImtXegF5MgUXAIxe+DA2tQkYRTPtgwN2hddz1ZLZCaPn06n/jEJ7j++utZsWIFo6OjAMVM6gGpnWEoHOyEbCjX1mMf+HDmnbLODICiktw8Sn4yw8gvNhN7eYDIo11MPLAPJZk7eC47xpE8pjddC3uyONDUSbQZDvudojs2lul+jCf5+6w7Nbyrc1J1Op1O9+Z2DkW5YFopP7xm1lEfa5BE/vKJJUd93MTEBLt370ZVVTZv3syyZctOxKke1cZHu9n96jA3fncx4/0xbG4jhd9+it13v8xASQVbZi/Bl7cQM8ZZHpx59B0ehWWaj/jLgzSkq7A2HHmdoWWqj9jzWoOZQjSLocL+piN1JFFiYcVCwnIUf96NZZqPVHsYk2gkL0sk4lqjnt2vDLPjpUFGe2JYXUZKarVgq7JFy/wdGDHjVC1sUweYyChMv6yWTGccJZ6lYY+THSZoUv1glHCdWXFMz1dVVfpGOrlofRn/fccNAKw0ah1ug+XlXDHtw0feUBCQ6+cQvOl8Bn/zFKJRwXdGAGVtiLrRSUyrtGAw2epC7FF49b4/gapyZm6SgW7o9zrItZq5sfVGMoUMt227jVcGX6Ev1ke9qx670U6TuwmAnJLDZDbxWO45rmm+hnOqtZJu24LSYlfV4uvtNOJcVUP0qR4MlVqW9UBG2VjrxNzgPuypGGscZNcOcnbrSobGhrCH7CiKwsToBKWqo5glB7RGVNN95CPZw7rYnmoEg4Sp2UN9fx7L2WdTWVlZvG/p0qVs27aNeDyOabCA6lCKDWuS28aQPCZkv4XM3kkMpSc2cDBW2DFU2omtGSC2ZoBCOE10PI2a1jKrqV1hbPNKyEcypPdNYl9SfsJGWr1b5P0lvnq5qk73/jspMqk6nU53urpnfS8f/d8NpHNa5q2gqLzSEaJrPMFQJM3U8iOPGnm7DjSUCQaDbNy4kUKhcEL3fyTpRI7NT/YSGUuRjGYJ9cVxhLbR+5u1PLfkXF6adyZSLsfyTCtRXw6T9M4vAI21LkSb9jmrqfbIr6F9STnOVTXF9apHa9oy3T+dkDwJwAbnTpRyIxbViCrJpNUM+WyB8f44FoeBxGSG/l0TrF/dhcEsEazRAq3hwQEArHkJo0Fh3GZBmVyD99pm3Jc2EFRdzIksZCZ+HGeUHdLB9q2E0iEq94IYSjHbZqDaImPOattWT5991O2dn/0hJZfUU/uDL+L+9P9DBGRFxVi3v7T87DOZ1TuKIZslGE1S94OfMOuCGczrGkaZo823NEkm5gbnsmZgDW3jbUz3TwegydNUPM5tq27j6wu/zrcWfasYkLgvrse+v6HKIed0TjX+v5uO+yKtgMoyw4+hwo73Ay1HDCxN1U7Iq1wnXEJIDBGLxhgeHkbJK9TkSrC9oUTYe30LgY/NOOprcyow1TixRESWzluCKB68dDMYDHzgAx/goublhO/cxfCPNjK5uoN0xySZPRNY55ZgX1SGscrxrpQ92xeVUQinQVFxrqopBqiCWSa1IwRA/IV+rZP2GcdeNfB+kfZnUvXGPzrd+08PUnU6ne5d9NfNAzzbPsp3/7aTdK7AJT9fwwdvf5Wb/2cdAK1lJy5InZiYYMOGDUyfNp2zl61gcnKSl1566YTt/820Pd9fLH8d748THopj6u8msnI+Ix4/80r8uPs78UoejN4Tk80RRAFzqw8E7QL+SCSXCec51VhmaWWQR7tIb/W1Mm6YBOBfx/6Tu1N/xZw3gGxELUwQC6cJDcRpnFfCLT9cxsLLtOCqosmNKIkk7/wOHff+EXteJl9IcM51H0QRRfY9vlo7H68ZwSQx3+dFgMPW0b6V3SM7mdrtIJhIUP7KLpo37kEqKMgFhZbFlx11e8FgxvvjRzBd+EkMs1YgGrXMsHGKltWumHYW7TVJVu7oYUlkhEzrbJR/+CG3fFHCvmB5cT+XNFxCd7SbcDrMDL8WALpMLoLWIK3eVmYEZnBj641I4rGVSpqbPMX3xVTrouRzc940QDC3eDGU2ahYY8Zg0gL07du3A1CmeDAGD/3eEgwioun0KNk8kAXNdEwSuqedQvRg9+NgMEhV3odok5FLrMRfHWL8t20IBhH7kjIs0/0EPzMbQTrxWUzr3BK8N7ZQ8sW5OFZWIfnMGCrs2OYGSe+ZILVjnPj6Yaxzg+/rfNRjdeAcpdNsRqpOdyo6KYJUvXGSTqc7HRUUle0DEcwGkT+t62XN3nF2DUWp9FjoC2tNXU5kkPrUU08hCAILlEacD0eZPm06L7zwAiMjI0d8vKqq7Nu3j2w2e8T7j9W+TaN4SrX1ch2vjaKqAinzBC+WNyFkM+x54UkkVQs83MF3Nvri9VwX1OL/u+mI1rduPGSqc2E/swLr7MBbPs5pdLI72MdqzwtcMO1idjm6MGNAlM2oyiQDuyfIZQrYt99D9q/fZ+ayABXNblqWlDHx3N3s/sVDjDl8eFUHks9C3flXYigU6OrWmlgJooChzIYazyEYRYwV9mN+rtvWPYcxL1E3MkntD75A8/e/QNPIBOUTMawVTUffwesIBhOWUu0i3DhNW8da46zhvy+WGPp/l/HgZxZz6V8vZfv4dlJmgXLbwQzYhXUXUmnXyk0PZFIBvr7w63x5/peP6zyOlyCLeK+fgpLOc0P8AgC2btuKgoJbtWIIntoNkt7KgbWc0ad7SG0ZI/bioXNS8yNJjJUOAh+dTuDvZyAYJGyLyk7Y+tM3I0gC1hkBRJOMIAoEPjod302t2JdVIJpEQnfuQrTIuFYdefbvyUY0y7gvazikW7hOp3t/nBRBqt44SafTnY66xuMksgXOm6pd8DzTrjU4+cK5zQAEHSb89hNTVhaLxdi5cycL5y5A3BZHiedYUTYfg8HAiy++eMRtNm/ezF133cWmTZve9nGT0SzhwQRTFpcimyT2bhihQJYdM8tJJ5M0um34q6qx27SsYXn5iev6KNmNxzRKQxAF3BfXYyg5ehY302rgD1WP8Nk5n2Vq82zMqhFFklCVGJ0btcAg98TLdHzjTia/fD6Xf2YKdWVh/vzACzx6zgWkLFZKVS+epkpkg4GgpDKaF1H3l10fCDaMNU4E6eCf4P62Ldz3zVvJ57RmMwfmoB4QXbcRUVFoWt6I5bJPYrns4yxe3sRZDTZ4G+v87HObMXkLSJXamtRqZzUCAo9VFrhLeY1QOsRXXvgKTqOTGYGDJbMG0cCX5n+Jmf6ZNHuai7evqllVHOXzbjKU2nCdX8v0UA0qKol4AuS8NtcycPTO16cq0W5AtMnkR7UPtxIbhgnd005yyyiqomozSPd3qDXVuij7x4W4LnrvL6dknwXZY0b2mvHdPA1jrRP/LdOQTqHRP/YzyovdfnU63fvnpAhSdTqd7nS0tS8CwJVztOY4z7WPIghwycwyplc4mV/7zmYVvt6BsscmtQzyCpLTSGFjmAULFrBjx47iLMkDMpkMTz/9NADpdPptH3dgjzaapbw0h8uZJZ9VkPLtIAjMaqznhq/+Izf863+gztbWPlZXntyfQ35l/le4++K7cZlcXDztEozI5EVQlBh9e5OgKgRLsziXTGXsuXEi37uZvbd+hGFfKbn9s0eDqotEQOXGR25ELrGTMBqZXPMosH+UClp29/Ve/sl36enoZHjtM6iqyrWrr+X7676vdU1WVcSRNM5UFv9Xf1zcxve9P1By2+Nv63l6v3079Q8+DPvXNxolI0vKl/BE9xNIgsTKqpVklSzfXvJtvOZDG1OtqlnFHy/+Iwbp2EbnnGj2ZRVIdiMGRAoUaJADWhBnf3/O570gCELxQxZDlQM1UyC1ZYzwX/aQfG0E8uohgdWBzOb7yVTjJPjJWcXveZ1OpzseendfnU6ne5ds65/EapRY1uTHJIsMR9NUuC2YDRJ/+vvFyCfoIlJVVdra2igtKcW4KYGhwYV1TpCJ+/Yyc249G4wbePzxx7nxxhuLzWz27NlDMpkEeEejagb3TCKbRB675xcMSh7cnAlKL+Bk5tKzeG7rkxi3ZDirdzajwRgV3pM7Q+Exe/CYtQ8PGr1N7BO0WZyKoL1WtshOhubPZcpHP0/+Ex9k6P4dbG+ZBoCcTVMwWfCpDv51z4/YZt6GpdRL64iD7icfwrP8Ukz1LkSnEcvr1qPGwuP0xzMgCPQ+/xjy/NnsntjN7ondbB/fjsfopj5nwFGIIpWcoLJJi1v773V+fvbPuWP7Hfgtfi6uv5j2cDuzg7NPzPFOIEEUMJfYqRsMcJ/vKW5JfgnjW3RuPl0YSm1kOiM4llUg+8yINgPjv9vOxAN7AZBLTu6fLZ1OpzseeiZVp9Pp3iUbeyaYUeHCIInU+bUsSI1Pu5B0mg1Yje/8c8JcLse9997L4OAgU0xVKMkcrgvrsM4twdTkJv/UMCsXn8W+ffv4zW9+w8svvwzA4OAgkiTh8/mIx+Nv+/gDeycxlofpNXvIG0AVCuTkJKgq+6RenPcnqWh3sNaxBc+Hprzv2Z3jYZJMIGplt6qYo3zgBSwTf+WVnbv53698mp1nnUtBEuloqkdKxfnA9ddzzfyLMCDTKfXxlflfYX1pCFFR6N/XC2jlkOXfXHTIOJAX/vATEASkgkJPZwc7QjsAWFqxlIJaYGf7BhBEfPZ390+2UTLyiVmf4OrmqzHL5pMyQD1ADlg5U5nBt6/8J4wTYDiO9b2nKlOjG9EmY2p0Y6x0IHvMeK5qAq0Hll6iqtPpTit6kKrT6XTvgsHJFDsGo6yYEgQoBqm1/hM7q/Dxxx9n586dnHv2OTR1ubDODmKsdCCIAp5rmlEVlSnxEmbMmEE0GmXLli0ADA0NUVJSgl2yEI+9vSA1m8ozMZwgnG4v3mZN7SNtkVCUDI8++hdKc372nR0leomZukDDiXjK7639nyOokkxVzwNMeG1Uz5jN/EuvYueW19hxxcWkTRaqKqtonDWH8oybjCFHzJTixtYbmV02FwMZ+rICubG+Ix5i34aNuJJpnKkUE8kcO8Z3IAkSP13xU/50wV3cEjkDgLr6U6P5zHtB9lsQMzBlshpUMFY43u9TetdZpvoo+9bi4jxZAFO9C+v8EgylVkSzXhyn0+lOHydFkKp399XpdKeLgqLyy+f28avn9wFw3rQSAOoD+4NU34nLdnR2drJp0yaWLl3KPP9UyKlY5waL98suE5YZflKbxrjyksuZPXs24XCYQqHA0NAQQdmNYShPNDT5to4/2htDIUdMyWCd1GYilg7+lZzZgiQIfDZ8A0KJiXPPvYxPzPrEiXjK7znRqP2ZVGWZcYeVhALNi5ay/KaPMvu8i+jt3AeiSMv8BQBkB+L02UZp8bUgizLnVJ/D5vooKaOBDf/ytcP23zmyl0JOxqmkSVuzpEQD7f3buGhbNc/f/mv++M0vMdbWQc14hOCSM9/T534yk/1aJ9/ktjHg/0YmFThiSbPnqiaCn5vzPpyNTqfTvXtOiiBV7+6r0+lOF6/1TvCjJ3Zz16u91AdsNAS0i+d6v/a11nfiMqm7d+9GlmVWrlxJakcIwSxhqj+0IY/9jHLUTIH42iF8Ph+FQoGuri4ymQyuQQmLaiSRTR3WTfZYjHZHyRmjIAioiUkABv1eVIOZZqUOs8tG4Lqpp1SJ7xvJ+8fbqJLMQGUAVRBxVGt/ppZ94GZcNVp22D4kEv7LbnLDCdrkPcXxLGdXnc361jTOXIbNAxMUcoeO+3nkid+CIFBT5kIs2d946eE+fH0Ku156nkQ4xJJoiOnDY1iWXvwePeuTn2F/kJreGUK0G5Bc7+6olZOZIAqHdIrW6XS604H+W02n0+lOoKd3jmCQBGZUuPjQ4oPlmWc2+7lweimL6nxvsfXx6e3tpbKyEhIF0rtCWFq8h12smqqdmKf6iD7Ti1vWAuUDnYC9CQsW1UhBKZDJZI77+KM9MTCPIxQKOFIKqCrjPi+qLONSrXgvaDiuWaAnI7NdmyeqSgYmAUNDC3fe82cmJiaQjCbmXvUBAAzbEiRfG4WCym5jF1N9UwGoclbR6GlktDxNWpbpvu93h+w/vO41pIJCy8pz8a5YRGUoiiNmwOU0cuPiWazatxNP9wTln78WKVDxXj71k5rkMYMooOYUbIvKTvumSTqdTvd/jR6k6nQ63Tvw7Ye2c9YPn2Nb/yQAT+0aYXG9j9WfW8YtSw8WhgQdZv77pnm4rCdmTEY6nWZ4eJgKTymjP9uMmlexnVF+xMd6rmhAkAWUBwYBLUg1SUY82LDbtCDy7TRPGu2JkhPHMSeTXFb5SRyqhaxDy+Q6VAsGn+VtPruTh9lhw6TKYNCynJ66JlRV5cEHH+QHP/gBGzZsQBIlrGlD8S/qPnMvM/wHZ4t+ef6XeW5KAqmgsPOZp4q398X6sIbAk0zjuOgGFp33SSZLJpnRO8qCtbsJ/eovFMZTVH7lepwf/5f39Hmf7ARJ0DrcWmUcZ+rBu06n051u9FX2Op1O9w48un2YsViGa3/9Cp9c3kDnWIKPnFH7rh+3v78fVVVxbc0hGEQCn5j5pt09JaeJ4GdmM/77HRgSMrl8nnp7NUarDYcpB+NakOr3+4/5+F1bx4iGUmQCOSoVbd2tDTMxoxlUKFFcyF7zCXmu7yery45TtRKzu7C5PRQk7c9mT08PACMjI3gNTiSHEfuyCjqe24yr1E+tq7a4j2UVy/jSxd9j4Kkf0BVRUQoFREnipa4XEBUjHjGC6CmhBvj7nz/B8KeuxX7mCowNLUg1LRimnvE+PPOTn/vSBhAFvWGQTqfTnYb0TKpOp9O9A4qicsG0Ump9Nv7rmb1MLXNy2awjZzRPpK6uLgQE/Ek7/o9NPyRAHYgPsGZgzSGPNwSsmJs8uFTtcTUZH4ZyO3a71hX1eDKpmVSe5+5qx2GfRJFESsUSUlIGu6oFpWZEJKuMYJDe6dN83zldblyqFcVu42M//x2Tk5NUVFTQ1NTEjBlattSRN9MTGOOT8X/g5tp/5OopVx+2nwvrLiTnzpETJTrWaNnU17Y+B4JAud9ZfJzoLaP8z2twfvaHmC/8qB6gvgVzswdzo/v9Pg2dTqfTvQv0IFWn0+nepmxeIZTI0lrm5O6PL+an18/mwc8sxW19d5u4KIrCtm3bqLaUYC1xYggcDFDzSp7PPfs5Pv30p9k7sfeQ7WSvBVfBgiRJlMWcGMpskNfONRaLHfPxu7eOkYrlqEw/DYBf8JBoAtv+INUvOBA9p0cjG4/Hj0uxks1kySsK0WiUhoYGbrzxRpYvXw6AM2fm+eTL7AztxGlyclHdRYftRxAEplx0LlJBYdPdtzOcGCbepo3uKZ/W8p4+J51Op9PpTnYnRZCqj6DR6XSnAkVR2TNyMJgbi2vNhkqcJrw2I1fMqcAov/u/Vjs6OojFYjSlSjDVOA+5774997F3Yi+SIPFfr/3XIffJPjNz8nVcOvUcjMjEgY62SSRV5Mknn+TJJ588puN3bQthdRqJj2lrXN2KlfKFzThVbQ1qU74cR9Dzzp/oScDmchazz11dXaiqitvtBsDv93PlOZcyLV9FrzTIbatu49GrHsVuPHKzqDmXfR5bNsFIKMltm39N2bgBczaPd+m579XT0el0Op3ulHBSBKn6CBqdTncquHtDL+f/9EV6QgkARqJpAEqc7+3ay61bt2I1W6hKezG+Lkgdig/x8w2/4JrBz/H3Hf/KK93r+d6r3yOv5AEtSHWrNsr6tPNt75ogq8B5uVmU+cvYuGEjuVzuLY9dyCv07QxRVZpkxOJGUkAQVAJTqqhWfbiNIg35cowncB7s+0m0ysUgtaOjQ7ttawxV0Ub2NLmrsWNG8BpZULoAl8n1pvvyWn1MVBTIixLibWtxJqy40mlM81a++09Ep9PpdLpTyEkRpOp0Ot2p4NG2IVRVm4UKMBLRgtSg0/SenYOiKOzbt496fzUS4iFB6ndf/S7L2q/H39MIY2Y+PPRN7t11H596+lPEsrFiI6PccAK51MquLSOkVYUKxYuxN0g2l2Vn2+63PH532zipXIK2iTWMlZbhUMxM+lMIkkDOUmBOphEA6TTo7AsgWgzFDPG+ffsAMO7J0L1pJ8nNoyQHIgBMb5x9TGNQlKvOpDI8SulEgUAiRUs+jmA6PV4rnU6n0+lOFD1I1el0umMwkcjyamcYgG39WmByIJNa+h5mUgcHB0mn05TFnUhuE7JPO/aeiT3sbe+nOjSNRZfVc9YHpiD1O/lM3w8xrK3kv579b/7636+RlbVAKmoXISOx07MFAEfSgaDIvPjk+jc9dueufh7504sogREikkjObMaLE7FMC7IKdoGGTBUAxnLbu/gqvHcOBN8yApOTkwDYVROFvw4R/vNuUi8OEZYizKycfUz7m920nP++NMmMiSHm7Rumqqns3Tt5nU6n0+lOUXrfdp1OpzsGT+8aoaCoeG3Gg0FqLINBEvC8y42SXu9AyWnJsBn7JRXF7N297feyqO9SzHaZWedUYTBJyEaRl+/dx9TUUnKrMwwVYtTbJfyyyGu7Q4zZBmhreBnaF1Je7mTUVMnY5ACqqh6WFXzl2S08+cJqVFsBAE8oxITXi1914ikLAuANBFFHYkg+M/KbjMM5FWVcKlWTXroIYUBCRMSsmChQQFIkhizjnBFYfkz7WlG5gs6zPk3rJ27ENjqEGKx+l89ep9PpdLpTj55J1el0urfwjQfa+NET7fzmxU7qAzYun13OjsEIX/rzFh5rGyLoMCOKRy/zPFE6OzsJmDxYrVZsC0u12yY72baum/JIIwsursdg0ka/tCwu4+/+40zO/1wLkmJk0jJKtKCSBcIxkeEZ22ipa0VBpdYqUWrxoog5wqORw4679uW1SBiYMW0WIirBzt3UDEwwrVBFabWWPbX73QBYpvmPqfT1VCH6TSzKNtNySQtn56YSasjguqSe51rbAEg4MjiMjmPal1k28+nZn8ZpciFVtSCYTp9gXqfT6XS6E0UPUnU63WmpUCiwadMmFEV52/tIZQvcu7GPXz7Xwb7ROP9wQQuzKt2kcwoPbB6gO5TEZ39vR62MjY3hy9iwTPMjGiVGk6N8/G+fYkHnJbgqTExfXnHYNk2tlVz+tRnM/YSXl8Renovk2Fr6PCsXL6TSVcnDnudQJtKUhrXimp7O/kO2V1WVVDaOxxHg6muv5AOvPsyEWcTm9iEhYgpq3Wwlj7Y21zLN9y6/Cu8ta4kLu2Jlfd9aqgpBPFUlOJZVsPC8s5mQoqhl792aZJ1Op9Pp/i/Qg1SdTnda2rdvH6tXr6a7u/tt72NL3yR5RWVWpYuLZ5Rx3tQSzmzys6zRz8fPqgegN5w8QWd8dIVCgWQyiTVnwNTkBuCuXXcxvf0crHkH5908402zujV1pSysmcfztfezpvYRNjc+wQV1F1DpqOQ3pfeRO8OGL6YF3AP9Q4dsGw2lyIspPF4P+a4tjI+ppGQZxWYlK+cR7QYArLMCeD84BWP1sWUVTxXeyhIA5B6t87GvRPv31LJphP7exrLLLnzfzk2n0+l0utORviZVp9OdliYmJg75+nZs6tEaJf3ho4twWbVAzGc3cdfHFqGqKulcgQW13nd+sm+QyWQQBAGjUQsaE4kEVquVeDwOgBUT5kY3yVyS5zes4/zxTzD/kjqCb5iZ+kY+iw9jRZ6NsSf52NSP4TK5qHZqayK/0PsNfsE3kBUDY6Ojh2zXt28EBJWSsgDxv9xGyBtkaclVSIobwWcslvaKZhnrrOCJfjned7YSNzFgbqIVoNglGWBF7Yr356R0Op1OpzuNnRRBqiAI3wG+/X6fh06nO32EekYACPeNwby3t48N3RM0l9iLAerrCYLAdy+f/k5O8U3dddddjI+Pc84555DP53n88cdxOp2sXKnN03T63IhWA4/seZDy4RZEGWafW3VM+15YtpBINsJHpn0EgCqHtl2H3MeQYRy3amciGjpkm/7uYQDKy/3Ebu/GXL2USmsT5MBadnqV9h6J5DaRFwssTM4AQHbr5b06nU6n072bTopyX1VVv6OqqqCqqgDUvd/no9PpTn2T4Unt63j4bW2vKCqv9U4wr+bEZ0qPJJfLsWHDBtLpNIODgyiKwt/+9jcef/xxKioqiEajtLVpjXqcJW4AHut8nKaJedROD2A0H9tnjl+d/1Xuv/R+XCYXAB6ThzJbGWeWLaZT2k1AtRHPRCgUCsVtxob2B60P90PTP1DnXcykFAEB5NLTY9TMWxFEAUu5C2NBe41Fx3u7Dlmn0+l0uv9rToogVafT6U60SDwKwGQs+ra23zMaI5bOM7/G847OY/v27TzyyCNv+ZhMJsOdd97JI488wrPPPkuhUOD8889n6dKllJeXc8MNN2A0Gunr6wPA6XExmhxlYE8Yc8ZO4/xjL7G1GqyU2EqK/xYEgUevepR/vO015r3aTbniQaVAT09P8TETk1rJtDVZIJ0axSxZiS+QKPnSPBxLy4/n5Thlea9pBkD2mRHew27OOp1Op9P9X3RSlPvqdDrdiRZNxbSvydjb2n5jtxaYvdM1p5s3b6ajo4OlS5fidruP+Jjt27fT29uLJEnFbGkwGGTu3LnkJ9PEnuzDY3YyEh1HUMHuc/Jw95NMG1mGbBaoneF/R+coDHUS3ZlA8PVTqfgQVJFdu3ZRX1+PoqgkM3GsJhO5od28mHyJ0upFXHjxlxAN0js67qnEUGqj/J+XoGbffrdonU6n0+l0x0bPpOp0utNOJpMhrWSRVJF4LnlcY2iGIim+9WAbz+8eI+AwUeW1vO3zUFWVoSGtU+7u3buLt6dSKfL5fPHfHR0dOBwOGhsbSaVSAFg68xSiWSYf7iSxbhjbhBYQWjAiO8w8svUp6kOzmLm8qjgX9e1KPPg/vFZdylOVRgxIeHJedmzfiaIoJCYz5MUUTsVMPD/BpJCm6oIZ/6cC1ANEk4ykl/rqdDqdTveu04NUnU532olEIgAEFScqKrHY0bOpo9E0nWNxHt4yyF2v9vL0rhHm13iKnWvfjlgsRjKpjajZvXs3qqry3HPP8aMf/YiXX34ZAEVR6OrqoqGhgfJyrXTWionUo30M/WA96Z0hHOdU41KtAFhUEx2Fbqz7yhBEgRkrjq1h0lsZf3ENwy4bObIkcpOUF/wkUwlGR0eJjKVQ5BRO1Ua/JYfBZKZ5ybJ3fEydTqfT6XS6N6OX++p0utPOZEgr1S1VPQwxyeTkJC6X6y23+cKft9A5lmBm5cHHzXsb61ELhQIPPvggCxcuLGZFq6qq6O7uZmhoiBdeeAGAgYEBAIaGhkilUlS7ylG3asG1u2DFtrAURIHCRBrnyircrzqgAFbVyMMjj1AZayZQ7cDueWedZlMP/5qOwQyUCzQ0NTA5OUbQ4AYgGo2SGJRRxByego2JfIzLv/ItzDb7OzqmTqfT6XQ63VvRM6k6ne60ExoaA6DCpTUImjhKh9++cJK1HSGGo2me2z3Kua0lfOSMWi6bffxNgUKhEG1tbTz00EPFQLQ5UYqiKOzcuRMAt9vN+Pg4AJs2bQLA8Wwc16BWQutWbbQ59uG6vB7/LdMRZBGvW1sba8XE3wYeJxCvpqLpna2XzXVsY+t3/5sBrwuHy03TwqVM5sbwoWVtw2OTDA0M7z8nK1KDm5qZs9/RMXU6nU6n0+mORg9SdTrdaWd0cASjKlNZWw1AeHicl19+mQ0bNhz22EQmz/+u7UYQQBQgV1BZ3uznO5dNI+gwH/JYVT166fDEhJbFHR/XjumUbHiHtKKVXbt2AdDc0MTExARtbW289tprzCufhiVvwOaysTw/jemFan7Y+RO+8dI3ivv1B/ygglkyYo/6ERSRsoa3zg4fUT4Daa3j8cDdt/FyQxUhs5mW5efgapzKcLILO9o63JGBUDGYdis2Sma3Hv/xdDqdTqfT6Y6THqTqdLrTzvD4CF7Vzrdf68emmgiPh1m3bh0vvPACqqoWH6eqKmf/x/P8bk0XK6cEmVutlffOqT5ymW9bWxs/+clPiEbffKxNOKxlbZcsWUJlZSXTClU4VDOSIBIKhXBY7VheSaCqKk888QR+v5/52QaMVQ5M9W6a8qXYVTOzO6/ilR2b6YtpY2dsAScX5GbjF63MUZYCHHeQGvn5V+k4YyadKxaQeWU1+7Zomd1rvvU9ll7/IRyBEsYz/WTzMQyKTDg0yWQsjKQKiPkc0+fqa1F1Op1Op9O9+/QgVafTnVYURWEsGsKjOtiq5nEqFobHRohGo8TjcYaHh4uPHYtnGIlm+MgZtfzihjlcN7+KhoCNllJH8TETExPFtaXt7e0oilLMLh7JxMQERtnAuWedzU1XfJBp6QpERFySto7TkTAWmyDF43Fam6ZQGEhgavJgqNAekyyolEWauWD33/HQvocAbT5npeJjQoxQOTYVd4kVy3F0mlVTCbbc8yw7fUGGBSs9n/wK/WlwoVAzYzaSLGP3eEFVGYm2YcNELBIjkY7gKJhI5iP4yiqP+Xg6nU6n0+l0b9dJ0ThJEITvAN9+v89Dp9Od+sLhMHmlgCrYGUXFgZU98cHi/Xv37qWsrAyA/gkt+Dyr2Y/VKHPdgiquW6B1y1VVlb/85S/s2rULs9nMJZdcQmdnJwCTk5NvevzQ6DiOrJnIQx1YZgUAMDW4cPdaCEtR3AUrLtFWfHy1sQTUCE8UXmL3y/3cwlLiCrhqjNAT4G9b/sh4apxI1yhf5oPkswakcRvzPlxzzK+JmssQffB2tpYGyckSOF0EUinCZjMzaw6uuxUlCTMqE9EOrCUzmYjHyYlpyhQHCSbeUadjnU6n0+l0umN1UmRSVVX9jqqqgqqqAlD3fp+PTqc7dR3IlI7kzCiAyME5pybVwK72PcV/94W18TBVHuth+4lEIuzatYtZs2bh8/m47777SKfTAITfohFTOBTGqVpIbhkj/oo2I9W2oBSPogWmLtWKa0oJFtWI2WzGtilN1qrQ+ZiJQNdCFFUlVlCZf772q7A5NYeHOh5iXfo1AMyJEiyVKlMWlx7x+FtvWsXqVWfw8gdXEX/ybjJbXmLNisVs/PUfyckSF3/qVpbf9FESwRJUQWDqzZ87ZHu7LJLOJbBiJCMmUKQsAdwkjEcf46PT6XQ6nU53IpwUmVSdTqc7UQZ7BhBVgR7VxIopXhJ7EyCBqAo0F8poG+wjm81iNBqLmdQKj+Ww/YyOjgLQFA+yfMY8/ph+iHAojEmVCQ8fudxXURQi8ShVahWizUBmzwSS10SmBDyqFqS6BTvmBhc1e/zYHC6UvgwvlQ3gGCwlaY+xNu4kLKRZMbucV5xdXGy6jp/e9B0W/2kxf6h+jNLtZxNcZDtiVjPVtpaXkhIZrxcUaPvlHVSk4uyprADAhELTsrORZJm5F19OPBTCGQgesg+700FkNI1bNaFIBQBKFBej/qG3+Y7odDqdTqfTHZ+TIpOq0+l0J0pnRwd+1cmgUaClvpewqq3bdKlWyhUPoNLZ3Qto5b7zLOPEJkLF7RVFob+/n9HhEQAsOzIkH+7l+nOu5ALLfDyK/ZBy3/Hxcdrb20mlUkQiERRVwYmVki/Oxba4jFerdnHtSzdQLQVZmZ1OtacMOWBlWb6VOQMVmBrddI4lyThieBdAqKASdU8iiAIVUzz0755AVaHGWcPjwkZSikh5hf+w561MjLH5h98lY5C57EMf4vJP30reJLPH48VvMWKxWph1/iVIsvbZpChKhwWoAK7GKUTFLBbFAICggl91Ym859vJinU6n0+l0undCD1J1Ot1pYXh4mKGhIYbDo9QU/KiV/fyx+58ZkROANnvUZ/KBCmu3tgMwEIoxQ+3i5ZdfLu5nx44d/Pa3v+W1TZuxqiZKrmhBchnJ/7WfigknDtVMJH6wu++jjz7KPffcw69//Wt6e7Xg1+dwI9mNeK5o5G77I4ykRsi4FBqUEgwBG7Jv/2gbRSVbJ+OeKMdeI7LsrJkUhAKG0jwADXMDpKJZOjaN0hKbjzepzX2tqAwc8txze7fw4qUXsDmu4lQLNF58HY3Lz+Omn97OzJnTufo/b+eTv7uHZR/55FFfR/+MBRQkAaOiZVFdeRFFyVM7dfrbeVt0Op1Op9Ppjpte7qvT6U4ag4OD+Hw+stksuVwOr9d7TNtFo1Fuv/324r/Nig+zbwfEoa5VwrmrlEo1gG9uOZ4Ndrq7ewAITUxQD8XgEmBoSCtrDUfCVCheTLUujBUORn+9FQAHFhLZIXK5HAaDgVgshs1mIxKJ8Nhjj2ETzZT7tWZEmUKGvRN7AdgrdzOTemS/GZwGbSirorImtR1jwceU6R4ay+owX72GFS1zAaibFcAVtPD0/+6kpDCfhWYtm+kpOdh4CWD7t77Ipooy3DYL5936tWIpsLu8glX/+O/H9R5UTZsBgDGTBzME8nai2XFayhYf1350Op1Op9Pp3i49k6rT6U4K+Xye3/3ud7z00ks8+OCD3H333ce87Zo1a1BVFVVVsasW2lUjRrNWwuupybAyN42pZQ1Y692UK25IhMjm8iQjEUDr1vv888/z3HPPMfK6ETUe7Mh+C8YqB57LGzG3enE7XcVtABKJBC0tLfh8PtLpNM2Fcox+bY3r3om95NU8TZ4mNhW2AXD/+MMsvGchCVuGpElh+BEnKirz5rQC8PFzP8TMymkAiKLAvAtqUQoqgkHFlQ6QNSUxmg9+vph85XHWpw3YRLj513dRNXvB23j1D/JWVGGRJUyZPDIidZQTzY5httnf0X51Op1Op9PpjpUepOp0upNCMpmkUCiwd+9eenp6GBsbK3bTfaMtW7bwpz/9CYB0Os2mTZuY2TKdD6y8kpXZaWyiQBqt8VGX0A8iGIJWjDVOAooLEYUHX23HS6a4z+eff56XXnqJgb4BrPvXsfptHgRZ+zVpW1iK/8PTcLs9gDbqplAokEwmsdvtLF68GEmSaM6WInu1IHXH+A6sWSdX2m5kn7kPgCcSz5FTcvytZi2vZibJWOOc/6mp2F3mIz7X1jPKuOWHyyiZo92vujKH3L/v/j8RNxs569rrMBhNx//Cv4EgCFS2TCOnZrkptZRqoYJobvjoG+p0Op1Op9OdIHqQqtPpTgqJhLZ2dGRkhHxeW5O5detW7rrrrsOC1d27d7Nnzx4ikQhjY2MUCgWCbSLWRycJqi667RIjqX4AhlPDeK+bgmN5JZLdSMDtA+APz2whIGSRVBGDKgFa06R0LsP0fDVn5lppKWs47DxLgkEEVStNTqW07sD5l8eYKlfz2Ws/hkO18IvuX/PywMvsDO9kRe/1RO/1UIiU8tvpj7Fg5y3cuOebPJfYxmTEgqE+TdOssrd8baxOIy2zKwEweNVD7uvpGkBUFJouuf64Xu+3UrP4TOJqElnQgvWkNX7C9q3T6XQ6nU53NHqQqtPpTgqJeOKw25566in27dtHe3v7IbePj2sjYAYGBoqjYtyqDcEo0S4UmN/qZjixf15qcgTr7CCGoDYLtbShAkkVseRjVFoUHKqZufl6zmQaxv3L9H2qgymFcixlzsPOyeJ34FZt9Pf2FQNrU1Jk4i97KKyfQJXg4dwTfO/V7/FU11OUxxoRRYElvVewdWQAa86JIxzkrO03IKkyVY2Hd+o9kinTK5GcCgvnHGxgpObzDOdF/JJ6QrKoB9TNnkc6rz23vJLDPa3phO1bp9PpdDqd7mj0IFWn050U4hOx4v/7FAc21VTMqO7cubN4X6FQIDyurTft6+tjdGAYWRUpX9bIvkur+bqaZG6DgoqKw+BgJDlyyHHM1S68qp0yIYldzmJXLcxQqpmSLqWyoGVZg36te66x/PB1mLLbREBxMTg4SDyuZRid5R4QBNI7Q0xUZ4hLKfrj/ViTbuS0mYZ52qiXhvE5AJTNtWHLaWtbZ02bckyvj2yU+OQPz2XR8pbibZPP3E/UbKKquvyY9nGsnIEguLSAPZwZoqyx+YTuX6fT6XQ6ne6t6EGqTqc7KSQiWpA6M1/D7HwtfsUBaFnNjo6OYsnv5OQkBVUBoL+nj9GhEdyqDXOjm4c6xsmaJbwubV/zSuYRTofJFA6u4zSU2/EpDkpNGVLZBE7JiqnRjbHWyax8DfNzDQQW1xL83BzMU32HnafoNRFUnaQyafr7tZJiZ6kHy0wtI7q9vBuDaOCm1pv4ZPBLAMxYXgFA1WQripxn+WVTAUiaIjRWHD5/dOSWFQxet5BC99Y3fb2ybS/z6n/8FwD1F151LC/xcSmbrgXDESFM65krT/j+dTqdTqfT6d6MHqTqdLqTQiISR1BhQb6BOjVIrRIkqLhYlGuiUCjQ3d0NHCz1DShOhoaHGA2N4VZttKUy/HXLAFfPraQ/oY2YWVi2EIDRxGjxOIYSKz4cZPNZMoUsTqsD/0enE/j4TIKeALMLtRhKbRgr7AiicMg5vtj/Iuc8ewEBtDLg3fvLkG0uB67zanGcXcXL8hau2vVFbnD+Pa5QGRankdIGF6o1h6wakLx5fCVOIpV9KHWR4riYAwpjfexrm6SrI0f/xz70pq/Xlh9/j50eL3XVFVQtv/AdvPJHVn/WQuL5SUrObEE2GE74/nU6nU6n0+nejD4nVafTnRQS8TgmDAgIGMrttObqaRotI00OgImJCQDGx7QgdWa+mmfE7eSzKTxiJf/weDvVXitfPX8K3133B0ptpTS6GwEYTg5T5awCQJBFGnzV9GUmGMtMUukp1QJFAcyNbhLrhzGUWovn9WL/iwQsAVp9rTzR/QSRQhSb24YhKTM4NISgCrw8+QqXuetwnVdL6PYkU8MVvPTnvUTHUzQvLEEQBCxBgXQ3OEq0taP/8M2bDnn+he7thH/8NaTSMl6rLiVrkGkcDVOdTSMYD+/82x3JYJaNXP5vv0AQT/znjf6GWizfcmHb381Yp9PpdDqd7r2iZ1J1Ot1JIRpPYFaNbHJLCPOD5ANaoPg4CkZVZufOXgDGBkcwqwbqlBJm2rUg1GXz0BlK8JmVjdhMMnsm9jDFM4USWwkAw4lh4tk4yVwSAHelnwvyc7gpfxaVZZXFc3CcXYX3A1MQrVrmsCfaw+ef+zzfXPNNFFVh7eBa7VzdaUpxA2DBwCMjj/GNl75BIpdAHtPKlCeGEqgFlXkX1AJQV6+V/DbWasGyJEpIotZVON+xma7rrmb06S723beerEHGKIn0eF1kd2444usVUSU8Mkjyu5fl1ANUnU6n0+l07wc9k6rT6U4K8WQSMwa+HotQ+co+/NEcC4wSAxV2agcshEa1ZkmDg4N4FBs9FJgVraHM4CRr8CGJIVa1lpApZOiKdLGyaiUV9gpEQaQ31sutz92KzWDj52f//P+zd99hdlXl4se/e+/T+5zpvWQyk947Sei9oygioKAoFrBd6+9e5apXvTauerFdRUUUFBGk954E0nsyadN7n3Pm9LPX748TJgwpJCHJBPJ+nifPnNln77XX2ieZJ++std4Xa5GbyJpMQiUjsC8rriXgwDJj36zlj1f9mJSZYtfALu7Zeg890cwsbrOrk4KEn2ZrDw5lY9ASZmXDk9QGa8kPV2D1g9PqoGJaDv7cTM3U4rIg2+ikoDS439gH//QzdloD1E3PIRDKlLWZUFvDxq3bGVz9Cnkzlow6P9neQNhmo8zv2q8tIYQQQoh3u5NiJlXTtNs1TVOapimgfqz7I4Q48aKJKBZlJZo22dkVZkUszs8TEU6fU4JXOYjHwwwNDdE10EOJmcMTJLEnoHQ4izXhGPMrg2S5bewe2E1apakN1mI37JR6S9nZv5ON3RtZ0baCWCqGozaItdiDtdiDY3zggP0ZiA3wYsuL3Dj5RrLsWdyx9g4A8px51FnrKTAzs4xOZWNh9WKcFic/W/MzCsNVlI7P4dr/XMDi9+8r3VIxLYdpZ5VQUrv/7OTujTvZWpILFiu9Xhduh51xZ5wHQOe2rfud3/XKk5i6Rk75/kmXhBBCCCHe7U6KIFUpdbtSSlNKaUDlWPdHCHHiNDe38N8/+jHhVBhNWcl225hY6OOqWcV47BbOmlKA03CTVlFeXb0RgGwzSP+kLOpIA7BmOMYFUwoAqOurA6A2K1PapcpfxYq2FcTTceLpOGu71mLNcZJ/60zyb52JNd99wH7tHNgJwPzC+XxjwTc4u+xsPj/r88zMn8lqtZFc5cWCjhMbBTlFXFJ1Cd54EGfCS0l1EMPQRyVesrusLPlADVa7MXJMxcKooU6ahzUMFJd84esAlM9dRP70uQD0dnTxVt0b1wGQP2v+UT51IYQQQoiTlyz3FUKMqadXbiY6nKk3qmk2/nrzArwOC9keG186rxaP3YLf7YNhxRMvLqcQB1HDzWfOqeGKra9wqdPJ6lian08tBKCuvw6nxUmpN7P3s8pfxQvNL4zc77W211hUtGjk+7SZRtf0/bLs7ujfAUBNVg25rlwuqLgAgF+s+wXPNj6LNdvF2f1TcSgbax+1c/acOeQPzsE0NEon7r+k90C6v/hBBpbvoresjPwsH+Nmz2PpdTdRMW0mLn8Aq2nSH06MvkgpuptbQSnyFl9wBE9aCCGEEOLdQYJUIcSYau/qHnmtWazUFnhHvi8OZPZz5udmwzBk6xFqU2WUziqgusjHjIogDzT0cc7EPLI9mb2lazvXMjVn6khSonGBcQAYmsGUnCmsaF8x0r5Sigv/eSHXTriWj075KAA90R7u3no3XZEuAvYAOc6cUf2t8FWQVmmShTqlvTmEVJJ4O6x/qB1wcNr7xxHIP7y9ot2bm+mxegg57UyZtxhN05h76b6apwEDBkwDlIK9QfSaq5awS7lxG2DzeA/WtBBCCCHEu9ZJsdxXCHHqSgwMjLy22OwHPCc7L3vk9YxUBWULMxl5bzytAoD3zcp8PxgfZHvfduYUzBk5vypQBUClv5LFxYup66tjMD4IQF+sj/bhdv656580h5rZ2ruVpxqe4g+b/8AT9U8wPmv8fjOsb7S3x9uW6b8JxTM9XPMf8zjnxklMP7v0sMZtDvWw3pnF6qrMDHDF4rP2Oycr4CFks5Gs3wJAqqOB5ZoHbAZnXX/wGqpCCCGEEO9mEqQKIcZEVyjGnu4wRjxMdbqAi+OzKA4eeEt6sDCXwnSAc4yZuILekTqmF0wp4OHPnjayH3Vt51oUirn5c0eurfRl2hyfNZ7Z+bNRKNZ3rQcy9VMB6gfrue7x67j1uVvZ3rcdAFOZ1GTV7NeXScFJTM+dzl2DfwUgaRoEs31kF3uonV+wX1C7H9MEIL7iCQZcDtx2G2VTppNfNX6/U/PHTyBpMeh5/uFMfx+6m4TVwpwFs6m54rr9zhdCCCGEeC+Q5b5CnMJUMg1vSfBzonzlLyto6epjsYrjM50UqiwcuR4AOoc7iafjlPnKALDluLg4ORuS4F6UPxIIaprGtJIASin+b+P/8XzT89gNO1Nzp47cx2V1cdvM25hTMIeJwYlYdStrOtdweunpdIQ7Rs7ri/UB8HLLy9gNO/F0nPGB/QNHTdP43KzP8bEnP0ZYjxI37QSyPIcerFKoWAgzNEjDpeeQe+P7CHd2E7NZWXzGWcy/6bMHvKz07Etg5Vpa1q2jEGheuRKA8os+cHgPWQghhBDiXUiCVCFOUelkil/81x1UlU3lrA+fg8d+7H8c9PX1EQqFKCktY9muHpaMz0HTNDoGY7ja1rBIC4MGPpWZGXXZwkSSEb61/Fu0Dbfx8BWZGURL9t7apRYd7xklxNNxQonQyH7R55qe4+frfg7AGSVnYDdGLxu+edrNI6+n5kxlTecaYN9M6pmlZ2JoBs82PUtfrI/rJl5HgbuA8yvOH9WOaSp6W8LMLZtLTbCGH+T+lSU7buDMwIGXKQOYgz20f/wyhnf1UnDbR6izZhH+7UPEi3zgzqFw3tKDXps/dTaGadLa1Enq/Hk0aQ4sPg85NZPe9tkLIYQQQrxbyXJfIU5RjTvaGGCYuvpdfPn+DcflHs8//zx33303D6/azQ13rWT57l4A/rl8K3l6mDcmcN2FOThm5fKpri9z5/o7Wdu1lvrBerb3beeONXeQtJvk3DSFom/MQzN0fr3h17z/4fdjKpNkOsn3X/8+E4MTWf6h5fz0jJ8esk+z82ezpXcL0VSU9nA7Nt3Gz878GT854yd4bZlERFNypvCRyR/BYxs9Q7rl5Vb+/r1VDHRGuKjqInqIEVPgPkSQ2v65D7G1JcWmrFwaH3mMbcU5rCouoj2c+fGbXzXuoNfqhkFQM6l3eFkeyKPF7yPHaUPXjYNeI4QQQgjxbidBqhCnqPUb6wFQepjnt3cxHE8d83t0d3WTTqfZ8OrTnGut46WtLZimYs269YCG1/ABUFRZSPriLNqNbu7fcT/RVBSAr7/yde7afBf3brsXR00WussKwNberfTGemkNtbJrYBdd0S5umnITXpsXq2E9ZJ+m5EwhrdLs6N9BR6SDAndmH6mu6czMmwnAhOCEA167a02mZmlnwxAXVlyIK+kHwO0/cJBqDg+xqjnCxrI8GnID7O5XAAy6HOwuyCaQl4/ddeA6rW/Iz/Zh6hqevXFpxflXHPJ8IYQQQoh3OwlShThFtbVklrpGtBiOVJwX6rqOafumadLT3YOGBqEuio0hNu2o5+mtnQRinRSrIOdFJjE/OZ6s4uDIntA3AlRd09k1sAuA32767UhGXsgkOoJMTdSdAzsBqAnun+ToQCZlZ5bKbuvdRsdwB4XuwpH3zik7h3JfOeW+8v2uiwwlaN81AEBX4xCFnkKWBjIZeV2+AwfG4fvvpMXvJcubCURbA140pbj4c1+hdPJUpp5z4dv2t+byD2JDccXXbuf6//45c6/64GGNUwghhBDi3UqCVCFOQUopouF9Qd8cR5InNncc4oojNzg4SFqlmZschzOZSUA02N/PHY+vx6vHKU0FyVJupqbLsOQ4R4JUgEJ3IZOCmWDyfePfRygRYnnbcgAiyQjtw+0AbO/bzs7+ndh0G2XessPqV74rnyx7Ftv6ttE+3E6+O3/kvSvHX8mjVz6KRd9/f279hm6UAqfXSndTCIDJzmm4fDZ0Y/SP0tgrD6IiIeoffYK41cL8D92IoRQxmxWfARMWLeXq//ge8y5//9v2t/KC9/HZ+x4lf9oc8iqqsDmchzVOIYQQQoh3KwlShTiFPL6pnfPveJlb710HZgS/coOCqe4ky3b1oJQ6qnaVUsTj8VHHuru7Acgz/VybLsWqDCq1BFq4B4BifwGOSZn6p28OUnOcOSwuXszs/NnYdBufnvFpNDQahhoAaBxqHLlHXV8dO/t3UhWoOmBgeSCapjExeyIbuzfSE+0ZNZN6MOm0ybpnmsgudlM9J5/uphCtdf30d0T224+aWPcS9Z/4Ol1f+hC7+9PoKKoXLiHoyPQv6PMeVj/f2mchhBBCiFOFZPcV4hTyx2UN7OkJs6MrxC22GHabjUDCjZ7sZSDiZ0/PMONy36acygFs3LiRxx57jNtuuw2PJ3N9Y0MbAK8pK25SeJWTKdkGZ5Z5qNtoUDKlAu/8ImITstCdlpEg9f5L78dv9xNLxbi8+nLyXHkUugtpGGwA9i31rcmqoa6/jrRKM79g/hH1d2Jw4sjM7NsFqYPdETY838JgV5SLPjWVRDTFphdMHrpjXeb6cf5R53f/+Zc8N7GCCes6aC/MprSkGLvLTV5FFd11O8mtlcy8QgghhBCHIjOpQryHDMWS7OoKH/C9jsEYqxr7uPWs8Wz6f2cS1WL000eOw0tfohe/FmNtY/9B206n07S1tR3wvfr6ehKJBNu2bRs51tjQhl1ZKZ9XRvfSQnzKSTIRpr2piXwzgKMygCXbiWdeJkjsjfVi021kO7Kx6la8Ni/jszLLhMt95SMzqPVD9eiaznnl59E+3E5XpGvkvMM1LXcaAPMK5nFexXkHH3PK5IEfrWXTCy2UT8mmYloOJROCZBe7mXV+OXa3hbLJ2fsuUIodG+uJWy1sKcklZrMy5cprASg+I7P/tGDxOUfUVyGEEEKIU43MpArxHvLjp+q4e0UjlTluCnwO7vzwLIJuG8t39/CX15pQCi6aWkhfU2b/6YBtELIUWrOVs6z9rG3q5+o5pQdse82aNTz++ON84QtfwO8fPXvY3poJXrds2cLcuXNJpU36e3vwKxeL55dyabGXB9euojFaj4oq5pvjsZf7RrXRH+sny5F1wKWtFf4KHt79MEopdvXvothTzAdrP8jytuWs7VrL5OzJR/Scziw9k3svvpdJ2ZPQtYP/rq5xcy/RoQQXfGIKVTNz0TQNd8DONf+RmbldeOW+8jEqFqbv9ptosWSSJKUMA6uuMW7eQgDGzZnP5LpzKJsy/Yj6KoQQQghxqpGZVCHeQ5r7IgCUZ7tYsaeX57Z1opTiC39bz2Ob2plXGaQ6z0PrrmYAmpwtPGZ/nmItmwK9nzUHmUkNxZJsWrUFgK6W0QmWkskk3T3dWJVBY2MjXX0DnP/DJxmO91GUDhIoyCz/zfL4USg0oCarfKSczBv6Yn0EHcED3r/cV85wcpj13et5sflFTis6jYAjwB8u+AP/uPQfzCucd0TPSdM0puRMOWSACrBteTsun43K6TmH3heqFJ23XErrw1vo8bmYuvRM3FlBJp97EVZbZs+qy+fngk99/m1LzgghhBBCnOokSBXiPWQolmLRuGzu+shcst02VuzuZXf3MJ1Dcb57xRT+9okFALS3tWNTFna5GgmZYYKBLOIqws7OEF1DsVFt7u4Oc9HPXqa1KzNb2t7QPur9rq4uTKWYlC5BKcXdT63EHW4FoMhejGZkgrusrEwAWkw2wcp9GXWTZpJlrcvojfYSdB44SK30VQJw6/O3YtEtfGLaJ4BMmZraYO0BrzHTJjtWdaDMo0sGlYimaNrcS828/P2y975Z+J4f0nzZHJrX9fL6jCpMXWfa+Zfy0Z/8kjNu+PhR3VsIIYQQ4lQmQaoQ7yH9kQRZLhu6rrFgXDbLdvewfHcmm+6S8ftmAzv7u/BpTtTeyUzDY2BqiqAW55ltnSPtmabi0/esRYsPY2pJAJpbOkfds709E7TWpIuwKoPN23czzTlAAVlU1+5bOpxfkI9F6UxMFOOYkDVy/JmGZ7jl2VvY0ruFbEc2B1Luz9QtHYwP8snpnyTXlfu2z2LP+h6e+f1Wmrf3ve25bzY8EOfl+3bQuKUX01SUT8055Pn1f7yPrYMGKyeWkXL7uPrfv0tBdQ0OtwfDcuD6qUIIIYQQ4uAkSBXiPWQwkiSwdxntaeNy6ByK89fXmygOOCkLuoBMAqSe+ACaRTGvcB4aGsOuzDLh2W7FU1v2BaFPb+2grjPEjZMcAFiVQf/A6CXBu3Y1YVMWtikreaafMnqwpIYZnyzANWffjKmvIIsb4qdT6SjEUbtvxnTXwK6R1wdb7lvkLuLmqTfzP2f8Dx+fenizkx27M3Vge1uGD+v8N9St7GDTiy0s+8cuDItOQZXvkOevdQbYXJiHJZjDB27/gew5FUIIIYR4hyRxkhDvEUopBqJJ/A6Dvr4+ltbkYLfobO8I8f7ZJSOzqF1tnaQx6bf0MSk4iZZQC7uTDYDBVJ/i57t7GIol8Tms3PnCbhb7+mnashuf6SRLeeiKh0bdd099Mzmml3XZVuYM+Gk1+rBgMD6rDHvVvgRLlqADHR3ntFw0y77fj71R/xQgYA8ccGyapnHbrNuO6Hl01GeC1L62A2c7fqtwf4xEND0S3A4PxCmuzcJiNQ56jYqEiBhWypwGV/38dxgW+ZEqhBBCCPFOyUyqEO8RQ7EUaVNh7drBnXfeSbZD48nPL+X2Sydx21mZEi2hUIiHHnwITUGzs4UyXxlLS5bydOR5HMqKX4uRTCterOumvmeYTa2DTKSdfEsWlyXnoGsuYmaEUDQBZGZlE/FBspWXBYvLCKvMrGN5OpesBWUMxgdpDmWSNFkL3bjm5ONdUgzAuq51PNP4zEjdU4BIKnJMnkUqmaa7KRNM97Yd3kzqU/+3mQd/spaOPYNY7JnAtKQ265DXJHasJ2q1EMgKSIAqhBBCCHGMHNf/VWmaFgSeAWqVUp7jeS8hTnWDkcyeUdoaSafTtNY3Uz2phsqcypFzXntlBV193ZytpvFVz5PcljWeKn8Vf976Z3y4iMWGyPEU8vSWDlr6I7iJk0wMU0kpBVdMwniuH5VQnPm9x7l+YTlXTskGTDy6j3Pml7G+fgi2dTJdVeCelcfta77Ds43P8peL/8JLzS/x4as+jEW3kjSTfO3lr9Ef7ydlpvhg7QeJp+NcXXP1MXkW3U1hzLTCn+ukr30Y01Ssf7YJi1Vn2pn7l9jpbBiiY8/QyPcLrqiityVMzbz8/c4d9cy3rEHpGv7C4mPSbyGEEEIIcfyX+4aAc4G/H+f7CHHK648kcJJkMJ7ZM9qys5HqSTWjzunc2YJPOdlzeh/DrTGqA9XYdBvFnmJshkFvdIhzJ+fyyMYOdnWFWZSdgmEYN60Gz/xCfGtzoBNO0+rofX09d6+zAeD0BjF0jSmLysjfOIBrVh66y8qO/h2EkiEue+gyACbnTGZuwVyeqH+CtuG2kX5Nzp7MleOvPGbPonPvUt+JpxXy2kN7GOyKsPbJRpKJNJXTc/EGM3tslVLc+5+vE+qPY7UbOL1WhnpilE/JYfYFFW97n4HdOwHwV084Zn0XQgghhDjVHdflvkqppFLqyFJrCiGOSn8kwXgjE5wZSqettW2/c/qGB8iyeFnJeir9ldgNO5qmMbdgLqaRIGrGWVCoE46n2N4RYrojil1ZKJ5cwXByGDM7xOLkBILWNAO4SSUTWJRBVnFmxtFW6sOztBjf2WUopWgcasSi7ftdWOve0jR/3fZXqgPVeKyZBRYV/opj+iy6m0K4A3ZKJ2YSMe1Y1Uk8ksJMKVY/9qblxUMJ+jsiuHw25l1aybxLKsmv9BEsOrxapoN7MxtnTTmyOq1CCCGEEOLgDjtI1TTtx5qm1WuapjRNm/Km4zWapq3QNG3H3q/jj09XhRCHMhhNUquFcSgrpWY2Hf3do943TZOBRJgsd4C6/jpqsvbNspZ4SuixdWEoHUt3A3deO4uHPr2IRLibfBXAXuHjvu33cXffr5mQLuaz064mb/K5REwn+aafnHGZvZuaoRG4qApLtpPeWC/hZJjPz/48911yH7qm0xJqIZwIs61vG+eWn8uSkiUAVPgqjumz6G4Ok1vmJbvIg8NtZf2zmX2xpROzqFvZSTKRBmCoOwrA0mtqmHFOGbULCnn/V+eg69ph3WdoILPv1V+y/xJiIYQQQghxdI5kJvUhYCnQ+JbjvwbuVErVAHcCvzncBjVNC2iaVvHmP0DJEfRJCLFX/3CCLM3EiY3CrHyGkmEikX2JiPr7+zEx8ft9dAx3UBusHXmvxFvCWu82ys0cNm/ZwvmTcil2phiKhyn3FqHbLazrWsdOZxPh6TrRFR18dG2IDyTmcHZyKjlVgf360zDYAEB1oJrJ2ZPJd+XTGm5lY/dGTGUyM28mn5z2Sb40+0tkOQ6doOhIJBNpBjqGySn1YFh1ahcWkIqncfltzDi3jHTSpHV7Zkn0YE8mSPXnOI/qXuFIEotpYncd3syrEEIIIYR4e4cdpCqlXlVKNb/5mKZpecAs4N69h+4FZmmalnuYzX4eqH/Ln1cOt09CiH36I0kM0tgMGyXFmUQ+O3fsHHm/uyVT/zTqjAEwIWvfPspiTzE7HI1UGPlEEzGamprYsb0OgPHjqjGVybqudQBsm9VF4NIqnNNyKMCGqVmIedMsb1s+qj9vlJZ5YylvsaeY1nAra7vWYmgG03OnMy4wjo9O+egxfQ69LWGUgtxSLwCTTisCoKg6QPH4LKx2g4ZNPQAMdkfRNPBmO474PuZQL6EUuDV17DovhBBCCCHe8Z7UUqBVKZUG2Pu1be9xADRNexaYqWnas29eJrzX/wCVb/mz5B32SYhTRjJt8v8e3MQzWzsZjCbRtDSGrvFc9AV8ppM1r68aOfeNIPWBvn8yzj+OGXkzRt4r8ZagNIW1yI6Oxq6dO6nbtJ0s00PelFL2DOxhKJHJftsebcdzWjHBq2vRgg5cFT7u33U/n3zmk6ztXDvSZsNgAzbdRoGrANgbpIZaWde1jgnBCbisruPyTN4oPZNblglSg4Vull5Tw6zzyzGsOmWTgjRs6kUpxVBPFE+WA8Ny5D8Ke772UaKGFX9R0THtvxBCCCHEqe6410lVSp2jlMre+3XzW94bUEo1vPkP0HK8+yTEe8W29iH+8noTN9+9mj8ub0BpaVIqxT/Sj1FjFtHU3kJPT2bWsKO9Hbuy0Osa4i8X/2VUkJjtyMZpcVKf10F+OsCmDZto7mqlTOVAqZ1H9jwCgFW30j6cSRakWXUKPjOD/OsmsaVnCwC/3fTbkTYbhhoo85Vh6Jmao8XeYrqiXWzo3sDMvJnH5Xkopdizvhun14onyz5yfOoZJSNBa/nUHIYH4vQ0hxnqjuLLPfxZ1ET9dvZ88TqSezazcV07Q047xaeddczHIYQQQghxKnunQWozUKxpmgGw92vR3uNCiONse0dm1nBOeWZPZ5oUSZWg3zJEfkkuGrBh3Xp2797NlpYdlJt5ePL8uK2j91Bqmkaxp5g1ri2UkE0oEsamWZhVNIlvrrqduzbfxdScqUzMnkh7uH3kOsNtxXBb2d63HatuZVnrMur66tg9sJtlbcuYlTdr5NwST2a7eTwd54rqK475swj1xVj/bDMt2/uZfWEFmnbg5EflU7JBg4ZNPQx2R49oP+rrt/8bD7b0s/Ubt7GpJI+iwnzmX/mBYzUEIYQQQgjBOwxSlVJdwHrgQ3sPfQhYp5TqPuhFB6Bp2u17swYrMvtShRCHoa4jhMOq84cb5+K0GpikSWuZzLXbK5spTGexad1G/vWvf5FleKk0gpQFyg/YVomnhPpYI+NLqjDQOS1ei39CPi+3vMwlVZdw94V3U+QuGlXfFCCcCNMUauLaCddi1a08uOtBvr3i27itbj4z8zP72vdmgtT5hfNHJW0aNZ7X2hnqjR7xczDTJvd/fxXLH9hFXrmXqacXH/Rcl89GfoWPnas6iYaS+HIPL0g1h0PU9cdA01gZMTB1ndNv+SKGxXrE/RVCCCGEEAd3JCVofq5pWguZ7LvPapq2Ze9btwC3apq2A7h17/dHRCl1u1JKU0ppZPalCnFCmaYilkyPdTeOWF1HiJp8L16HlfXfPJfU3iC1yF3Ea8Z6xrlKGIgMMTQ0xKLIeO4NPnHQci/F3mJaQi0UTi3nhtjp1GSV01obYjg5zNKSpVh0C4WeQjqGOzCVOXLd9r7tAMwrnMcZpWdw3/b7WNu1li/O/iJBR3DkvPGB8UzOnsxnZnxmv3sDxKMpnv3jNlb8czcNm3qoe72D7uYQD/5kLU1be0edu2d9Ny/csx2lMkmLOhtCRENJTnt/NVd+aRa6cegfbRXTcujvyGQ+LhwXOOS5b2j41XcYdGaWBg857TiUSWHNxMO6VgghhBBCHL4jye57m1KqRCllUUoVKKUm7z2+XSk1XylVs/dr3fHrrhDHx4+fruPsn7w0EvS8W2zvGKI2z5P5xkyBBobVYEbeDHYO7GTyrKloSqPEzCa3NJcXfCsp9x14JnVicCLRVJT2siGcFQGCH5rA6v41AMzJnwNAobuQpJmkN7ovaHwjSJ0YnMgV1VeQVmlm5c3ab0mvx+bhvkvuO+h+1KG95WD2rO/mmbu28uJf61j7VCNtOwd45OcbaN89OHLu2qca2fpqG10NmeXOTVt60TSYsLAQi8142+c2cVEhExYV8r6vzKZofOBtzwfY9vpaNKWYWJxJXl6el4WmH/dt/UIIIYQQpxz5H5Y45YXjKe5e0UjrQJT+SHKsu3PYesJxBsNR3FsfYs3qNcSGM0GeZtEYnzWe9uF2HLOCXJicwZmuGexYOgDavpIwbzUrP7N/dG14A3m3TMdW4mV1x2rKfeXkujKBWZE7k8m2ObRv2/m2vm1kO7LJdeWyqGgRt0y/he8u/i66dmQ/XkI9mdI4ZlqRiKZIxdPsWt1FxbQc0KB572xquD9GZ30m0/DW5Zmlx01besmv9ONwH97SW7ffztk3TKSgyn9Y56tkktaERp6WZs6nvoamwZSPfvaIxieEEEIIIQ7PSRGkyp5UMZYeWNNCOJ4CoKkvMsa9OXyr6vso1hIAPPLoI8TCe/dyWmFS9iQAloVeZ9pHl1J+y1x2pxrQ0Cjzlh2wvRJPCXnOPNZ2ZcrIpM00a7rWjMyiAkzNnYrT4uSv2/86cmxb3zYmZmeWvVp0C5+Z8RlKvaUcqcG9M6mV03OYe0kl3mBmae2kxUVkF7nprB/CNBU7VmZK6RSO87NzVSf9HcN0NYYonxI8aNvvVPeTfyPksFNeWULe+Fo+c9ffqZiz8LjdTwghhBDiVHZSBKmyJ1WMpX+tbyXLlZmBezcFqb97tZ7xzn0ZbPu6MzONmk1nQeECqgPV/HrDr7FUe7EEHKzpWkOxpxiH5cAlVzRNY1b+LNZ2rkUpxa6BXYQSIWbnzx45J+gIcsOkG3iq4SnWd60nno6zZ2APE4PvfG9mqCeKzWnhok9NY94llUxeWoQ7YKdsYpD8Kj8d9UM88MM1rHhwN8EiN4veV00yluaxX24EoGZewTvuw8HsfDJTgqf2ymsBsLuOT41XIYQQQghxkgSpQoyVSCLFxpZBLp+RyQbb/C4JUtc09rGmsZ/TSjwjx9atXQeAYTfQNZ3PzvgsDUMNPLDjAV5vf53X21/nA7WHLpcyK38WnZFOmkPNrO5cDTBqJhXgxik3UuAu4Ksvf5XVHatJqzQTghOOeiyD3VGe+PUmuptD+HL2BdCzzi/n+v9aiGHVKaj0kYim6GoYYu7FFVz86WkUVPkpqPIz2BWldFIQ3xGUkjkSyaFBtrf24UolyZ135nG5hxBCCCGE2EeCVHFKW9PYT8pUnFGbS67XTmPv8Fh36bA8t60Li65R5snMpOpKo6G9KfPankkcdFbZWSwoXMAda+/gP5b9B4XuQq6deO0h211SvASAF5pfYHXHaoo9xRR6Cked47a6ueOMO+iJ9vDll78M8I5mUhs29rBnfTcde4ZGBZqapmHszdL7xt7R/Eofcy+pHDlv5nmZpctTlhy85Mw79cK/fZwBu51F86cdtPaqEEIIIYQ4diRIFae01/f0YegacyqClAVd75rlvptaB6nJ9xKPRNAU5OInYWaSPlldNiAT5H1r4bcAsBt2fnL6T7Ab9kO2W+ItYWJwIk/UP8GazjWjlvq+2ZScKXxm5mcIJUJ4rB6KvUcfJPZ37PvFwMFmQwP5LmadX8YZH64dFShWzcjlQ9+cT+WMnKO+/6GkohG29g1Tmo4x/cs/PC73EEIIIYQQo50UQaokThJjQSnFK7t6mFLkw2O3UB500dwXHetuvS2lFJtaB5lW4mc4MowDG36nd+R9m3tfIFriLeHJq57kn5f9k6m5Uw+r/XPKz2FL7xYG4gNcXHXxQc+7ftL1TAhOYEbejCPO5Ptmfe1vClKzD75fduGV1eSUePd7L1jkPm4znA0P/IG0oTNhWi3ILKoQQgghxAlxUgSpkjhJnGhb2gb5xfO72NA8MLIftTToom0wSiJljnHvDq2lP8pAJMmUYj/hyDBWDNJ6auR9m2d0oBdwBLAah1eaBeDCygsp9hTzndO+w6KiRQc9z6pb+dMFf+KnZ/z0yAexl1KKvvZhxs3MpXRiFqUTj1+G3qOx6+UX0ExF9TUfH+uuCCGEEEKcMixj3QEhTrS6jhAX//xVAM6ekMdHF1UAUJXrRqnM+1NLDq9+5ljY1DoIwLQSP68kIhhotKVaAR1daTg9h5d5VpmKF/6ynewiD9POLEHTMzOFpd5Snnzfk4fVhst69FluN77QQtuOfuLDKQqrA0w/+8jL1hwPnU/8nRd+8xsu/cnPaekNkZNO4aqZOdbdEkIIIYQ4ZUiQKk452zuGAPjx1dO5dHoh+t7gbNG4zL7Gl3d2n/RBqtXQqC3w8kwqjkWHkDWEJeHHhgXHYZZH6WkNs21ZOwCh/hiL3z/+eHZ7FKUUG55rYqgnBkCw0H3C7v121t17N612Jy9+5xsMWqzMCtjGuktCCCGEEKeUk2K5rxAn0p7uYTQNLplWiN1ijBzP9dqZXOTjpR3dY9a3Dc0DtA4cel/sppZBagu82C0GMTOBqaXos/YDYMHAbT+8gK95ax8AhdV+dqzsRJnqnXX+CAx0RjIB6t5tnlmFY193NB0ZJhWJ0DIUB2B7NI1mKmZ+9BNj3DMhhBBCiFOLBKnilFPfM0xJlhOH1djvvaU1uaxt7CcUS45Bz+ATf17Nt/61+aDvv5E0aWpxgGQySZI0ST1JxBdHUxoGOm7r4QWpTVt7yS72MHlJMdGhBN3NoWM1jLfVuLkXgDM/PIHaBQW4A4fOOnwiPPKx9/F/H76SQbsdZyqzx7dUxQksuXSMeyaEEEIIcWo5KYJUye773pdKpd7+pBNkT0+YyhzPAd9bMj6HlKlYWd93gnsF4XiKzqE4K3b3kkwfOHlTc1+UwWiSqcV+hgfDACQsCby5WbiVHR0OGaRufbWN+77zOl2NQ7TvGqRsUpCyyUHQMvVKj7XhwTi9rWGUUqNKzTRs6iWr0M2kxUWc89FJY15/NN7VTkNKJ2LLJJg665JzyErFWXDtNWPaLyGEEEKIU9FJEaRKdt/3ttbWVr7//e/T2Ng41l1BKUV99zBVOQcO5KaVBNA02Nw6dIJ7Bg09mSBuOJFmXdPAAc/Z2Jo5Pq3Ez1BvJoGSaVd4/H7KzRwCOHFb9h9bT0uY+g3dvPqPnfS2DnP/91ejaRrj5+bj9NgoqPSPzG4eS6/ev5MHf7KWHSs7+evtr9OxZ5DB7iitO/qpnpV7zO93tLb+9oekdZ3JOW6qcnzUfuSL3PTAM5ReJVl9hRBCCCFOtJMiSBXvbS+88ALpdJq2trZj2m4smebL929gT3f4sK/pCsUZTqSpyj1wkOqxW6jMcbO5bfBYdfOwNfZGRl6/uvPA+2I3tQ5iM3Rq8r001TdkDno08tx5VGhB8nQ3g7tSPPfHrcSG9y1ZfuI3m3j8V5tIJ03OvG4CReMDXPGlmeSWZeqOlk4K0tUUGnXNO6WUom3nAPFIilf/vhOA+g3dbHmlFU3TmLS4+Jjd652q27gVRyrFuT+5iyvv/CuaLj8ahRBCCCHGivxPTBw3Q0NDPP744+zatQuA/v7+I7o+bSr6hhMHff/Fum7uX9PCvSubDrvNPd2Z2cqqgyz3BZhS5GdL64kPUht6M32bUODlqS2dmAdIZLSpZZAJhV4sOqzZuI4804+ZA3muPF7yrWGHpYtXft/A9tc6eOina4lHUwwPxhnqjjJ+bj4XfWoakxYXceWXZlFQuS+DcUltFiho2zFwzMYT6o0RGcx8fm8Ev7vXdrN1WRuV03PwZI39PlSAztWv0oqFKqeG4Th5sgwLIYQQQpyqJEgVx83y5ctZtWoVkyZNIjs7+4iC1Bfquph6+1PM+s4zvL7nwMtQn9rSAWSC1cO1Ze8M6fj8QwSpxT7aBmP0huOH3e6x0NAzTJ7Xzs1LqqjrDPHk3vG9YV/SJD/1e+rpjwySY7hI5xoUuAr4U97DNEQt2F0Wzr95Cr2tw6x9qpH2XXvrqp5VQvmU7APeO7/Sh8Wm07L94Htx23b2s+LB3ZgH2C/b3zHMiod2jwqsO/Zk7ltQ5QNgwoICBrujJGNp5l588qzqX3bnTzFMxaKbPznWXRFCCCGEEEiQKo6jzs5OCgsLufrqq8l2BejvO7wg1TQV//XYNvK8dgIuK39a0bDfOYmUyXPbOnHZDHZ2hd+2bMsbXq/vozzbRb7PcdBzphRlZhi3tJ3YfakNvcNUZLu5YmYx1Xke7nhmB0rtC/oaeyOEYimmFvtp2JBZPrs8azXZzmzyXHkAuFM+fDlOqmfnMX5uPhufa2bXmk4Mq05uqfeg9zYsOkXjA7TU7f8ZKVOx+vF6HvrpOtY+1UhX4+gswEopXrq3jrVPNtK2I3N9qC9G/cYerHaDCz4xlfM+PpnZF1agaTD34kpySg7+S4ITKRmL0TAcpyodwX/6FWPdHSGEEEIIgQSp4jhRStHR0UF+fj7RDd3Y65P09Pbx9FtmByGzt/S7j25lZ2cm+Hlicwe7usJ88bxa3j+rhKe3dNIVio265pWd3QzFUtx29ngAXtjedcj+vLKzm7+tamJVQx/zKoKHPHdysR+bofO7V+tJn8DaoQ29ESpyXBi6xg0Ly9nZFaa5b1/wvWnvEuSpJX76unpxKRsve1cTdARHglRnyovTawNg/mVVoGvsXttNfoUPw3Lof+5lk7Pp74jQ2zp6j+/L9+3g9YfrKZ+aA0Bn/ejgvXlbH611AwDsWNVJIprib99dya7VXRRWB3AH7Iyfk08g38UN31vE7AvLj/4hHaFY+ND7lXvXLkdpGkXjyk5Qj4QQQgghxNs5KYJUKUHz3hMKhYhGo+Q4shh6tgmfcgIm9y6r2+/c7z++jd+9Ws8dz+4A4L5VTZRkObl4aiEfml9GylQ8vL6NLW2D1HVkAtk/Lm8gz2vnptMqqcpx86/1rYfsz0+e3sFXH9jEQCTJ/KoDL3l9g99p5fbLJvPyjm7ufGHX0T2AI7S2qZ/uUJzxeZnZzkXjMgHh8t37ysJsah3EZskkTRoMD+HRnST1FNnObLKd2eiajiPpxuHJlFHx5zq59Nbp2F0WKvYGmIdSMy8f3dDYtqx95FgsnGTr8jYmnlbIRZ+aiifLTmf96P26W19tw+W3UT0njz3rutn8civxSIqzPzqRc2+aNOpcT5bjhJWbaVi/hl9+/Fo6dmdmnVf+6x88/8ffEA3vmwnuXvUKADkTJp6QPgkhhBBCiLd3UgSpUoLmvaezsxMA24sDpHqieJUTgLrGdgajmSQ6PeE4n/zzav60opGg28azW7to6Blm+e5eLplWhKFrjMv1UJ3n4cW6bj5x9xq+9s+N7OwM8crOHm5YWI7NovOBuaWsauhnV1fogH2Jp9JsfdPS3fmVh55JBbh2fhnnTMznrmX1RBPpo3oGkUSKgcjBEz+9uX9fvn8DRX4H18wrBWBcrps8r53lu/ftx93YMsDEQh9WQ2coFsZpySQeynHmYNEt5DhysCUdOPcGqQBF1QFu/OFiZpxb+rb9cHpsVE7Poe71DtLJzL7Tutc7MFOKaWeWomka+ZU+2nYN8sxdW9jwXDOpRJrWHQOUTgwyaXER8UiKFQ/upqDKx4QFhTjc1re56/Hz+t/+jFImdS88QzwyzLK//pF1TzzCfV+8ZWQZdc+eTACbu/DMMeunEEIIIYQY7aQIUsW7y5rGPnreJqnQG0Fqrj+bf1Y46FaZgMpFjIt+9gpX/3o5n7tvHS/WdfOFc2q466NzSaRNPnffOtKm4qKpBSNtLR2fy6u7emgdiLK1bYgH17Wia/CheZklmu+bVYJF17jntSbiqTTNfZFRfdncOkQibfKxxZV8cmkVpUHXfv3d3red+7bfN+rYzUsqGYgkeXDdoWdpD+SpLR0s+e8XuOQXr5JI7Z9o6M1W7O5ld/cw37x0El5HJqjTNI1F47JZvrsXpRSmqdjSOsS0Yj+maRJOR4hqEQrdhUzPnQ7AOPd4dNMyMpP6BsOiH/bs5YSFhcSGkzRv70OZii2vtJJX7h3ZQ5pf6Wd4IM6OlZ28ev9OHrpjHbFwkuKaLEonBDn/5in4c51jnhips343LXt2oSlF/avPse1ff8cESvsH6RscpH3zBgD6e/pxJFO4Jswd0/4KIYQQQoh9JEgVRySZNrn2/17njmd2HPK89vZ2PDiIZrn5aUMXwdwgBjqlzhSRRIr1zQMs29XLv18yic+dM57pJX7OqM1lQ8sgxQEnU4v3lUdZWrNvqWo8ZfKPNS1MLvKT7ckEvrleO1fOLOae1xr5wG9e4+yfvETH4L49rOuaMsl8Prm0iq9fdOBlnfdsvYcfrPwBptoXUM6rDDK12M/3Ht/Gk5v330v7hlTapGto3/1iyTT/dv8G7Badlv4oD284cH3YWDJN+2CUVQ19WHSNpTW5o94/vTaXnnCc+9e00NA7TCieSZo0NDCEiWKAfr4454s4LJkkUN+c8W0gMyN6tEonBLE5DPas72bXmi76OyLMOGfffs2S2izQ4PQP1TDjnNKR/anFNQEAqmfncd13FlI2+dBLqo+3ukf/CUpR2T1AbzTO2scewhVPcMaZtWimYvOffwnAQCyJ10yiGcaY9lcIIYQQQuwjQao4Io29EeIpk9UNB8/Ua5omDfUN5Kf9PN09SEW2i4m1uWSbXhbkw8tfOZM/3jiPL51bw3XzMwGQpmn84aNzufumefz6utmjZv4WVGXjtBpMKMjs1+wKxZlTkTXqnt+4aCIBl5UNzQMk0iYPrG0ZeW9d0wDFASd5h8jo29TdRFYki6H4vmXBmqbxm+tnMy7Pw233rhuVQbg7FOfbj2zl76ubuee1Rhb94HlW7F2a++TmDkKxFD++ejoTCrz85qXdo7L0vuFXL+7m7J+8xLNbu5hc7Mdls4x6/7LpxSysyuZb/9rCE3uD5KklfnpbM0miQvZhzi07d+R8ayIzPqfn6JfYGlad8qk51K/v4bWH95Bd7KZ6dt7I+7llXj724yVMOb2EWReUY7EbeLMd+HKcR33P46Fj7XLc8SS1+Znn3p9MU5sOk/tv/0teNMKu+hbSqRQhzSBglwBVCCGEEOJkIkGqOCK7ujLZUnd0hUb2lr5VV1cXw5Fhis0gK8MxvnT+eLarneSZPro7Oljz2jKiDeu59ezxo4JRTcvMJk4t8Y9qz2E1uO8TC/jTTfNwWDN/Zee+JUNvltvGXR+dy53XzmJeZZD7VzePBIbrmweYURY46JiUUlgbrJzWeRq9sdE1WYsCTn754VkA/PzZzP7FZNrkijuXcdeyev73+V2sbOgjZSo+89e1vLC9iz8ub6As6GJBVTZXzyllZ1eYnvD+e1NXNfQRSaSp6wwxtzxrv/cNXeMnH5hOPJXmF8/vxG7RGZ/noa89k0wp5TMx9H0BVnTvPRzed7YPdNzMXGLDSaKhBEs+UIOmj14q/MY+U6fHxjkfncjiq8e/o/sdD33DMQLpOFUf+Riz69s5s6GeRZ/6CJrVwaR8B1Fd51//9ilShkFW0DfW3RVCCCGEEG8iQao4Iru7M0GqUvuW0e53zu7dABSng/hKffQbz/Obxt+TZ/pJpVO8+OKLrF+//ojuO700QL7PwcTCTEAx5wBB3bSSABdPK+SauaU09EZ4aksHg5EkrQPRkdqnB9IV6cIX8WFRFrqG9i9lUxxw8uEFZdy/ppnlu3t4dWdmf+y8iiBNfRGW7eplVlkAt93gxj+uYn3zAJ88vQpd16jOy+zl3NM9uhSKaaqRkjIAcw+SzKko4GTJ+FxiSZNJRT4shs5AT+a5W3NHzwzHwplfGryTmVSAyuk5nH5tLdd+awHFtfs/5zcbNzOPqhm5hzznRItHhhnWDLIdGo5zr2fudTOZ/ruf4rjokwBM/48fUBoeor69HXc8wcTzzx/jHgshhBBCiDeTIFUckd1dYYJuG4ausbaxn00tg/zXY1tHLWd9afUmDNMFWLHW/JNfb/g1HbYe8sx9gWI4HCYWix3gDhndTd289MBzmObopENnT8hjXkXwkEt3L5texIQCL99+ZCtrmvoAmFR08Nmyuu46fMnM+10DB663+sVza6jK9fDpv6zlly/uIuCy8sXzagAYjCa5cEohT31+KT98/zSe+vxSPjw/Uwu0KscNQH3P8Kj2GnqHCcVSfHh+GfMqgiwcd/A9nFfNKgZg2t59un39fbiUHX/+6MA2GnojSN1/T6rZuRuz/8B7Y99KN3SmLC3Gk2U/rPOPFdNMc9+nrmfrP+8ddVyZJpGhwYNctb/OvUmRcguywWLDfdvvMKbuC0SNiulc9LXPMZ8hPvzpD5Fzxc3HZgBCCCGEEOKYsLz9KULss6s7zKRCH0OxJC/t6KauM8RTWzp53+wSJhT42NPQTKK/g2oq6cnq56X2p/FYPSi3BYdmxWtzEydJIpGgt7eX4uLi/e6x9ZlneeCl10lbkuxs284Nn7wZmy0TeH32rPF89qxDLy+1GDrfvnwKH/jNCr776DYAJhUePEjdXr8djcyS1r7+vgOe43VY+f1H5nDt/73OqoZ+rltQxsyyADaLTiJlMr00gMtm4QNzRpd6KQo4sVl09rwlSH1jFvW6BeUjs8MHc96kAhZWZXPBlEIAekN9uJSVgD+TAXnnqk62r2hnoCuCbmhYHfvvsVz9kWuwaiYzHn0dzTi5/tmbySRdTz9Eyu2hta+fnnvvZtz5l2J3e2jdsJYHv/8t4kpx2YdvILp9E1njaym98roDt2WmaXzxcQAKp0496D09S97H4iXvOy7jEUIIIYQQ78xJ8b9VTdNuB7411v0Qh6aUYndXmKvnlBKMtfGP9R1sbsvMAL6yo4cJBT4efvxJ4srCokQZT+Wu5IrQx5jYv4CelhADvjQXOObjeV85f/jDHw4apD767KuY1hS2nm5agA0bNjB37pGVCJlXGWRykY8tbUPkeu3keg8+K9i5q2fkdbj/wLVWAcqz3Tx+2xLuWlbPNfNKsVsMphX7WdvUz5TiAweahq5Rme1mT/foIHVD8yAOa2aPKWSe7TPPPENLSwszZ85k5syZI+c6bQb3fmLByHn9sSEChoNSbymD3RGe/v0WNC2zBNvps+1XbkbFo6x2BklrOiW//Hdyb/3BQcc4Fjb/6Gs8s6GOUlKAhbhu8I9bb+K0277Kmp99DzOZwgqsuOcP9KBje30VH5l3Oo7cPKy2fZ9r+846Hv/ZfzPQ3YU9mSJr8bkHvacQQgghhDh5nRTLfZVStyulNKWUBoxtgUVxULu7wwwn0ozL8xBv2sBsaytpU+G2Gbyyq4eenh4GulpJmMXYsNDTZSVv0xRsdgPLzEH6U+Dp1nCviqKh0dPTs2/Jb8saSAzT09xMxKGwD/Rh62pDTyg2rN9wVP29alYJcOhZVADVbMGpMjO1ia4DJ4N6g99l5Qvn1lDoz2SzvXZ+GdctKN8vM++bVea42dMd5tWdPcRTaQD29ISpzvNgMTL/BDs6Oli+fDltbW08//zzpNPpA7YVCoVIkiZmiVLqLaWrMRNUzzo/s7w4OrR/gqbhtS8StVlJWA1eefRV0q07DznGE61tR6Y/zVjwJBJMjfTRPzDEg9/7Js3hKKXpCBV6gm7NQAEJw+C3X7iFX37kajY99RiQWRL8z29/nVhrK1Obu1jS3Iy1dt4YjkoIIYQQQhytkyJIFSdec1+EtLl/WZRD+ePyBmyGzpIKD8PhMH4txsRsC1fPKeX1Pb3c9egrACx0lmPawNM3gaypOld9eTaTLgjQYbZhKIit7saLg5UrV/KjH/2I1l9+ln994qvU3XI+z//5r6BpjHPYKXR7sQx209LawsDAwBGP8bLpRdgMneklB0+a1B8aQGlRKtN5aArMwSN7JlfNKuHbl0855DlVuW729Axz3e9f55EN7QD0hOPkevbNAu7Ykak7e8EFFxAKhdi588CBZFdz5voB2wDF3mJ6WsLousbsiyoAsLv3D5Y7V7wEQMBhoz4QYOVnb8pMu54k+kL7SvsUOHXOve8RLi+3opsmaV1n0vQappy+CICiVIx51mHKBobwDQ3z9F2/orduK31NDcQSCSZH+1h8wywm/eA2NMs7SyAlhBBCCCHGhgSpp6C1Tf2c/qMXuP3hLYd9TW84zv2rW7hyZjGp8L6svt8+O48LphSQSJs079lJWPMxL2anwx7FlnYw94xxYKYpf/oR9OblI9f50y5isRjpdJp71yfZ5XXw6HA+28PD6NEwC8/6IItm3URBLLO/cvvW7Qfu2FsSK71ZrtfO459bzCdPH3fQc5595UWUpigzc7Bjhah20HOPVlnQNfK6vieT5bc3nCD7LUFqUUEhVZ0BPE43q1atOmBbnU2ZeqlhXxS7YaenOURWoRurzeC67yzkg/8vM3sYfe4+Nlw0i8SmV+jatQuAS7/2LXLtFl43vPQ/8ZeRNrd+9UaafvHNYzvoIzCgdHypBChF9YJ5aO5sSn70AHPSAxQMhRh3y9eouPnrzLDEOPNDV7H47me4+u5fcs78IgB2PfBHmp/PzKhWnDEf1y2/xnr2J8dsPEIIIYQQ4p2RIPUUE0um+foDmzAV3PN6IxtbBg7rut+8vIdE2uTmpZW0t2dm82w2Gw27dzG90MXLt84mW49wfrASEibbWi1E7E04Pr+UlvPH0/KXF2mxNBNNx0gpRVB50dHRU4qYx0FxzQWY/iCmTad82AEvJ7G22Tk392o0pdizcu1+fTJ7Gtlx1STiT/36oP2uzvPith98Ke7ubbvRlUZe2odT2dFSh/U4jsjF0wr55iWTKPI7qO8ZRim1N0jNLDEOh8O0trZS1Okm8ko7E5PF7N69m46Ojv3a6unowqoMVE4meO9uDpNbmtnX6s91EvrVF9hw8Rye//EveNZbxOrv/ge9PQPopklO7RTO/+I3SBs6a++5O3Pvzat4encnzz+3fL97HW/x3i56XnyCqNVKdUEWn7jj50y69T8B0Cw2Ft31Dz7w7S9gKRyHbndx9l+epeDqz4BhhYKpFN32Y5yJJE3bttO6fjVG2qTgzAtO+DiEEEIIIcSxJUHqKSQUS3Ld716nrjPEz66Zgd9p5Y/LGkado5Ri1apVhMP76np2DMb40/IGrpxRhFdFaG1txWtzU+EvZsuWLfzsZz9j+Ssvoes65a1edkTjtKUfYMb6/+UFWyXL7BVs9eUA8HLHQ7zWt4mZqQpquoowQv2kPT7O+dw1OKZOw+N0cEb++VhLvRT++wIwFA7TQkdb+37j2fnbn/GIfTyP/d8zkD7y6LKlvoPYYJi8lJtwvAunsqEOMTN7tLwOKzctrmRCoY893cOE4ikSaZMcd2YmtampCYDCWAD3vAImhAuwWay8+uqr+7XV09+HX7nw5PkZHowTHUqQU+odef/Vldt51lPAdm8AgA1xOz0REx9pdN0gf8Y88rQ0dVGNZGcza37xA9KGTp/NTmjd/vc7nh799PX8+c5fAJBXU4u3eNyopE9aVjHWuVcc9HojkE++itMeS9LZ1UMgFsM+65zj3W0hhBBCCHGcSZB6Cnl4QxurG/v52TUzuHxGMdNKAuzoyiTeaWho4De/+Q2tra089thjvPTSSyPXPbC2BVJxKrqX86tf/Yrt27cTjLuZ31/JVVddRTqdZtu2bVTnVeDCTmPv/WR17GR7di7h3Gx6CwoYctox/HYGEo20Dz6NoTTyGaYk7UfpBv/7v/9LOBzmktMuwhgGz4JCYrYE7lmFBPAS1fbfQ7luQwegaDAUg3d9AVL7Jw06kEQ6wX///ef84Xd/RgPmpydCVgK7MkhrSWLRw2vnSFXluKnvGaY7FAcYmUltbW1F13RybH78l1Th8rmpsZeybdu2UfVnAQYjQ1g0jWJvCbtWZ2q65lXsSwwV1jIzrDk+L+d/5GNE7FZ63S6Cnn1Ljmeeew5Rm5WNP/g6W7vD2NMplKax477fH5dxH0xHUsPUMz+Cipaed1RtlOT7SeoG/Uoj10ihWQ9eP1cIIYQQQrw7SJB6CtnTPYzDqnPZ9MxevvF5HnZ1hTFNRV1dHe3t7Sx7dRkAGzdsJJHIBGtb24aY5ovR19PN6aefTklBMVXJXOxhjYn54zjzzDMBqI0XMZyKMZBsJeywkrJZ+MC3f8QnfvlHrv6P/2L8J64BwCRFr22Q8b5ZnOk5h7Pnnc4555zDLbfcQl6bHWwan+/4Bmf87QwGxqfwKifKapDqbRsZS7pjF50qhab7UCS4/5Fd7P7SRYeVEOj1HauIbhkgbYkyri9KLj5KL12KzdRI6El2bGk9Zs+8v7+f3bt3A1CV6yGeMtm8t0bqG3tSW1payMaLpyYH3WbgWVKMd8BCOp0mEonsG3M6TSgVIa2nyFclvPbwHsomZ1NQlQlSlWkS1Q2qrPCR393HlIuu5JLPf43KiZOZ8emvjrQz6aOfx5lO8WpzLxGrlTOWzsWaTlO/q+mYjfvt9K1+hZjVQjEJxjk0AtMXHVU7Ey86n8rufkp6h6h9myzOQgghhBDi3UGC1FNIY+8wFdnukSWV4/M8xJImrQNR2ve0ALBt+zY0BfFEnG3btgGwtX2IcncaTdNYsmQJ1y64nHFmAQCxXQMsXLiQT3/yU+R22GiL7CBlSVLymSt537//FzllFVhsNsqmTGf2xCWEnHGa8sM02jLLd3V0ZrirWbx4MX6Xl+imHjbm7WHjwGasupUftN6BGwcpQ2PFPfeM7Iet/+0PSWkRPMXTsLrPIOx08ESzhcF//uhtn8PuDS2gmczcs4WqqJ+0ShGYWorNBFNTvPjsy+/4WW/YsIF//OMf/PKXv+TPf/4zkUiEyhw3ACvr+wDI8dgwTZO21jZyk14ctUEgM4vscWTOHRoaGmlzcHAQhSJqiWLdlU0qnub0D9WMfJ6Jxu3ELBZ8gX3BWu3CxVx1+39TOXfByDHdMJhcnk/KMMg1E0y+9duUua20aHYGXn7kHY/9cDQ+/SAACy67jCv+9AiafnQ/inyX3sKFHz2NM/P6KL/hI8eyi0IIIYQQYoxIkHoKqe8Zpjx737LPVMtGyvQ+dnaF6OztHjlebAZxKht76nYRjqdo6B0maCQIBAJYLBYGtvZiamA6LUQ3dJPqiuDp1tGVRmtkG74ZpVyz9OOUTZk26v75rnxeviDF2kUmzbZOlKbQPVbi9ZlALLqxB5U0+YvtYS4bdxmfm/U5VnS9hlO3gQYv9IZ5/LHHIZ1i5foO0jY3bZ4YOXNrsfg/QMJi8OwfHkH1Nx/yOQy0Z5Y4707F8flrGFY9aFaDoDXzbEJ93dT31x/1c1ZK8fTTT7Nr1y5yc3MBaG9vZ1xuJvBc1fBGkGqnu7ubZCpJrunDPj4AgGY1yJlYDMDgwOBIu73tPZlj1iFUrw1v0IEvxznyfv/6FaBp+AoL3raPc//tuxTb4NzbvoCmaSy89aukDZ0V//uzox73kWir24lumpRceu07a0jXcd7wQ/L+uhnroquPTeeEEEIIIcSYkiD1FJE2Fc19USr2zubF43F2b1pDtdHLdx5cRzQVw64yWXDzrUG8ykl/aw91HUMoBbZkGF/CQevPVjG8vpP+ZJq6oRiJphCdP1vH0DONDKeidEUbmXPFgWe0NE3jf8+9k3suvocHc5/nydM2EK3SidcPolIm4dfaiWWZbLTVcV7FeVw1/iqCjiBpWyYpkqnrtLe0M/TE7+iwAP6qTMPeMFZnEYHgdBrcfrZ842OHfBaJzlCm3IlnEgFbHnkXTAdgfEktk+OFJF1hXnz56LPdDg4OMjw8zFlnncUV488GoL2tnVyvnWy3jR2dmaRUWS4bGzduBKDQn4fFv68kjT83kGmre1+5n772zC8S+h0DhDtTZBe7R913YMfWTLvjJrxtH12FpVzz50cpXHIhAPlzTqPMrrHDtDL04r+OZtiHLdreTHMoQTCVwOILHtd7CSGEEEKId5+TIkjVNO12TdOUpmkKOPopLHFQ7YNREmmTiuxMYNPW1oZSijwjQSyUmdmbmC4BoKy0DK/VxWAkxNa2IUARDw/hGTRo623FqRt0D69h+2Abaz0G0ZRJqjtK/fAuNKUzvWr+QfsxKXsS5b5ySgrL+Xnvb/mfnl+h4mm6fr2BZGuYxwpeJduZzay8WVgNK1dUX0EPfSPXp0ix8uFnUZqJo7AQgJa2ZqafXUJEnY4TnVfaIdmw4YD3N9Mm6WQEm2kwM+9CbOU+ss8YD4C7OJfp6QoAehoGjvpZt7Rklk7bn+on8VQbHtNBW1NLZsZyXDYAfqeVwf5eVqxYQQ1F5I0rQinFp+/+N+547k68uQE0pTHY86YgtasXXWmkAzoDnVGyiz2j7jvQmrlv1rSDP/9DWXzrV0gZxgFnU82hfhJ7th5Vu28W72jlgU/fSMRiYd6i6e+4PSGEEEII8d5zUgSpSqnblVKaUkoDKse6P+9FDT2ZBDxvLPdt3pNJ5uMkygR3ZqayEB9XxefzWOwJbFYL4WSErW1D5DshmU7iUy7+lPgXT7b8ni39y0iGH6GxsZ0V/dvpSKbZPfgKuKPYDNvb9ufM0jPx2Xzszm1nfdZOIm0DPF2+kt9xH5+c/kkMPZOl9qrxVzFgGRh17c6YHzQXCVsSi8VCJBKhbKYbp8eFK/88InYb9X++84D37XrtdTRLDL/mwVkTJHhNLZqe2dNpeOy4dBd6MkW8P3bYz7axsZG//vWvpFKZ59jS3IKhdHK92bhm5pGjvCN7aReNy5TiyfbYWLt2LZqmMTc2Dvu4AFt6tjDu9dPpfA7SXnBjH7Xct3+gH49y4LPlo0y1X5A61DcEShGomXTYfX+zwrlLKLbr1Ck7w6ueGzk+8MKD3HvtVfzhi58numvLEbX56n9+iX987Gq6N6ziD9dczJ8/dSOdNgdLJpUx8cs/Oap+CiGEEEKI97aTIkgVx19D7zAAlTluQiseZfWTmRIzCsWCQBS3svNg9nM0uHp50voyQ+YQaUwaOvqYmJUJ4pSepjZcwGCyh6KqPJQKkxz8E91DD/Nyy/8SS4fgzGkH7cObfWTyR3j5gy/z6fmf5esFd/DxGd/locKX+PT0T/OhCR8aOa/MW0bYESXX9JGXyPx1HbIbGPZswsMhyieVA9Da0cySa8YznBgH6OzYsPOA9930j0cwDXArO/7zK7Bk7StZYngzwXUuAUgmUebBMwV3dnaydu1aOjs72bFjBzt27KC5uRmlFM2NTeQoL/7TSvBfUkW26aU/PEgsFmPR3pnUHHdmP2qWxYvTsOMYF+CJDc/hSLvJGSrl5cEVuJSdUCg0cs+B0CAubGTvnfEOvnm5r1KEIjEcZhrDYj2sz+BA5n/4oyQtBlv++GsAku0NPPA/d9LpchG223jlO18DwIzHR8rjRLaspvPPvxhVLmf1F6+n+a93sn7jFhrDUVb98kf0KY2krrF0ciVzb//VUfdRCCGEEEK8t0mQegpYvruHXzy/k4DLiqengT/98jWGHToelQnQ2rvbyTf9rHdv5/+V/Tf91iH6tcwS266ePkocmbqeIWsIZzSzb/LMGz9H2pJAkWaoVEfT4qyc0MPMMy85rD5pmoahG1xceTF/uegvPPG+J3j4iof51IxP7XcefguXJ+ZynnkaAKYljW1vBtvf9PwG3a7T1tZGzdwCzvjwNHRLGY2mm9CPrkYNtY9qr6mzj5TFwK0c6N7RM76uGbmkJ6bJ17JJW+J0t+3NrJuIwNC+8jemafKHP/yBhx9+mMcee4z+/syS3I0bN/LLX/6S1o42Cs0srCVeDLeVQnsmMN25cyfl2S7Ks10UZznpbu/CF7HjO6cMPAabt+6d3U55uH/Tw7ixE4pm9q8qpRiIDaHrEAgXoBsagfx9SbB6vn8zPWkrHvvRB6gAFedegcNMs7O5h1RzHS989kYGHA7OOft0yrQkWyJpel94mPsuP48nLl7C4NN/46lvfo17HnmSRz98MWYqRc+Lj/BSSx///OejxC2Zfc51fWH88Tif+seTzP3mL95RH4UQQgghxHubBKnvcd2hOJ+6Zy1uu4W7b5rH8z//K70lKdK6xrRU2ch5OaaPbntm1s6RqmHQyCwP9icGsHZtJ8f0Ehwax3BSgdIIVtUQun4Gjy/p5p9T6/nzRS0MTguwuHjxEfVP0zSm5U475BJhR1ZmxtCBDZuyYNrsaHl+LHYLv2j6MqaepLs7k1Ro/Nx8LPZxxKzwu5XDbP3PT2caSURQ/U0MEcXUwYUd3WUZ3RdDp/iaRQRMJ0pTvPLQBpLxNC3fupa1118I6cxy3t7eXmKxGBaLhZ6eHgb6MkHqunXr6Onp4ezyBcxkHJZcJ3/Z9hfS9iRe3cW6devQNI2/fHw+XzuvmsHhIQKGB+/SUlZ1rsLZlzXSl3BrGpthIRQfzgSoAwMkVArTSGIb9JJV6MYwMv98Exte4rFX9xC2W5n/yS8c0fPf7/PQdcblBeiyu7j3E7ewyeKmzGNn6ie+zMJrrsHUdR7/n5/R7veyzRvgsV/8mibNis002ZHWafjbb1l/9+9A00gZBtZUGkvaxNR1ChzA3nI5QgghhBBCHIwEqe9x//XYVqKJNL+9fjZT8xzsiMdRdgczKKU2VYihMn8FNA0+su7b2FJOVGQigxYTgGnWJjSV5szkFBIJO6YZwo6Bbhh845z/5P6bn+SSqktIqhTXTbwOi245VHeOSiA3Z+S1X7lQNieDuobNoZGbCuJIGHR1daGUwuawMG7O6biyzsOmYNXOQVRfI0/f8nXu+fSvSVoyy54dNttIfdE3s9htONNpABp2NvP879fw+A6DF+zlRFY/DTCyv3TSpElEIhG6urrRVaatWbNmUZsoROUZfPy5j/ODlT9gvdrCeLOAPXv20N/fT0mWCxXPzJBm+7LQDI3H9jxGfqSCvCovNofBbBYTJUpKpYlGo7S3Ze4ZsoZI9RijMvuu/d636PG6OP2yK5mw9Kx3/Lyn3/hZlAaDfjfzF5/Glb++D03TKL7sI3iTCbocThzpFFMKArS73KQMgyULpqObJlueeJwdAzHy0nFmByzMK88iJ5XZ31sxYdw77psQQgghhHjvkyD1Pay5L8K/NrRx0+JKqvO8bL/rT8SdMSwmzE6MpzvWglc5sCoDlXJjxGzM107nXzd+Cnv2vvqbEysn41cuBsPLMaJ1BI0EAE6Lk6AjyJfmfImbptzE+2red1zGkZdfhEkmaPYpJymXh1g8jmvvHtXidDaJRIKhoczy3ImnlWIyhbTnDHqdLl74yAfYFGmly9yIsmRmbF0u14FvBniCXuymhbh9E3VrdxKyxEEzWf+PJ4BMkGqgk7s5c/+UmWJCupjx2eVMbcknUT/Ey+nX2T2wmzn5c2iyd1AVzwOgvj6TvLqnJ1PzNCcnh3g6zvK6VeSGSyjMTZBfaierq5SkkQnumpubaatvRlPQYeshPmSSXZRJmjR4309YF7cTMDRmXXvjMXnehXNO45bf/ZXP/PVhFt/6dSzWzBJiTdepLsrM9o7LdrPwy99FNxUWM83kW/+TAjPBjiRErVZmnjaPM37zEAt++lcqctxYU2kqr3iHNVGFEEIIIcQpQYLU97B7XmtE1zQ+siiTXGjtqq0ot58ylYejOoumxBrKzVxq0oVEQwbJyPNcnzqXYk8xwfzASDtVgcyeyoH4VpIWDZ/TMeo+Oc4cvjD7CzgtTo6HikAFL/nW8GjgZaanKsjy+rHarNRGigEYnygFGFnyWzk9l/d9dTbOwEwMbKxz5QI6dvcUlCMfgIDPd9D75U4dz+LUBBIuB8PW5wEN0KlrzQTnbS2tBE0PWdF9zyHfDHB6+3gsjXFsZ+TzW9/fuX7S9Xxu1ufY5tyDTznRNY2+vsxe3+6OLlCQU5THvZv+xhmbbsBiNVB/+ybBLXdhDhkY6cwvEHbs2EF7Szt+5SZuZALG7BIPqZ2refYPDxKxWznr1i+j782IfCy4fH40ff8fD7Nv/X/k6yZzP/1lfCUVLFg4i/mL5mG126mdmEnMXWtNM+UL/zVyzfzb/5sbL52De/qSY9Y/IYQQQgjx3iVB6ntUPJXmb6ubOX9yPoX+TPDYk06RthgUmUGC10wgWOxnaryIhalaukKvkY6vp2HTDgBKivJYmKwhR6vGv9pkMBkiksqUQ/HPObHBRpmvjB8W/4G/5T1FUHk4c/I8qs6voCZejplnIcf0AtDV1TVyTUGln6pZJbjybyGn4lpyqz7Ox372bdSUIizKIDc3/6D385XmUmnmk9RjGNkFTJi5BIfuY0Al2XTPw7S2tJNtetGUE23vMl+vcoCpcEzKpn56P4OWMPnNNfS+orHT3kQ0O41Hc44kWepu78KjHPQ4B3j0lecJRgs45wNlbHBZae7ZiTNowRMuptgMsqNuB519XQSVB4eWmZENZsOqz32ahkCA6bNnU7lw6fF6/KP4a6dx3b2Pkz19AQALv/gdFnzhPwGY8Y2fcMm0Ui785V9GXWMpmYT3o9+R/ahCCCGEEOKwSJD6HrVidy8DkSTvm5UpV6LSKWJ7J/5KfAUYbiuV8+YynBxgOBUnEt8EQG8ohDIVBb5Cxpl5XBEtxxLTeK3nOfyGnTNuuJnZHz42y0oPl9fmZXL2ZC6YfDExLcFw9yDbN63HQCfnzHE4sKE0k9aO1lHXjZuZSzJhITxYQO4cG8tXvsJwfIAs5cYWOPisr/WNrLkWRdRr4+KvfYXq8eWYZhfPvLiJlEqSq3xEu1fjU5l24ik7mtuK/7xytvRuYVLHaTQ9nGL7M71M6ziDneM68SYd9HZkZnuHQ2Fc2Pm3zd8gGCoGDbLCa4lbLQzoVibMzSIxHKTUzCEUDhFORHAaFoLxYuwuC4O//3dWObPJ9rg44wv/fnwe/BHSXT5q/9+vMHzBse6KEEIIIYR4F5Mg9T3q6a2duG0Gp1Vnkg71vb6MlDWNrjRyyjOziAULlrKp/2XW9D4NKAylkUz1sGdDN3lGAcNGFIB/6csZiO2kKC+L2RdfjssfOOHjue+S+/jKvK/QY+unv7ObyvZ8kjYT59QcUm5waVZ2796NaZoj15ROCJJd7GbuxRXUdazn1WWvooU1AsqF4bUf9F6WHCeWbAdTE+NQUUU8HmfpV75GRfUE4tY9AOSmdLbHd+JXLixKpydu0DI9D2uBmz1bOllS/37Kp2ZTOT2HBU2Xsc3TjE856R8cACAWiWFTFlJ+uNB9JdlFbvo3rQQgYrOSm9hNyISg1ccUVxWn26aSskTwhnLILvawecMOkobOZd+5Y2TPqBBCCCGEEO8FEqS+B5mm4pmtnZxRm4fDomN2bGXrw4+g2z34lBNHhR8Au89HT6yD9shWqsvKKHTaINnCk7/ZzPL/6uU+2zq+WPljYn0xwKR83rwxHZemaQy74wRDHhaFpuOakoNm0bEXeCg3c4gNx9i4cSPbt28HwLDqfPDf5zH3kkr6evtQpsJIWwiYbgzfwUveaLpG4LJxlCQyAX57ZztOj5ervvsjLME8/GkHydAAA+k+JqZLmJmqImpqbFnWyvNrlhN8dSpJ3zDnfWwyM84pRVcGfe0pfIabeCpBJBIhFo+haTB1aCl9TVHyKnz01je8MVBSu15EYdJkCbGgv5LqoTwaHO0Y/S6yi9x0RhUBTIJFxcf7sQshhBBCCHFCSZD6HrCrfxdt4TYAlFKs2NNLdyjOeZPzeeozX+fOL/+NVc0hsDnxKRe20n1Jg/I9Npy6wXnf+m9KaqoxGWZOyVp8OQ604Ty22ffgimVmHUvOvHhMxvdmyTILJYl8XKYD/8wiAJyFfmbGqzF1k4ceeoj77rtvJHuupmmEQiH09L6/6gF16CAVwFEbxO3LLOXd0LAB0zTZs2cPUbuTcjOPTrObXnsv+Uk309PlbPavJDqYZNv/xUiTYsp1AWwOC/mVfkwjhdbmJsub+eVAf38/8XQCXRmUr11AbDhJfoWP/p6Bkfv37tlFwh9mVzSGJddFeLzJCsc2VFLDZzbTb3dQmCvLaoUQQgghxHvPsS9qKU4oU5nc9NTN5NnLyQnfyoaWAYoCTrLdNipa1vFUuAWMJIamk7AW4ks7sebtK79y+R2/BqVwerxUXXUDr238KpEV9xMsTJJvm4QvkU06PYRF6XgLCsdwpBnnfuD9RGt7SDaFsFcFALAWuHArB13ODgKxII60g1UbVnHh2RcC0NDWAEBaS2MoA79yYQQdB7nDPrmFBeh7NPa07OGJJ55g1apVAFSYefxi6lM4DC9D23vJMYqZu+xR/nT+csrTp/Glj3yMotJMRmTDopPKH8LbXUDWlCCEoa+vj7iZxJK2g6ZAaeRX+tkUS+OxpohpOj19EfQpcczdQfK+M5Mnt96N+Uzmc0tsfZq0oVO2YPExfrpCCCGEEEKMPQlS3+XWda6nP9ZDX2SIxJ52bIaVNY393Hp6OQ++dj9UVQOQ0BPYTPDZ3WjWfbOKLp9/5HXBhElkOezsiPrQetegBbxcZn4QM/UauTYr2kmQndXQDTwz82Hmvuy81nw3AIur5/Cg/hSFWwtZv3H9SJC6s2UnAHpAYfRrZPkC6La3L9fiLQoS2O2mp76fVclVzJkzhxmpCtKv9xAuSDOl5DQGNnRi153syPczd0sztbfXjASo4Z99gmRbK7aJ12Nry6N1Wwzc0NHegUJhMW3kn60xd1wNlt9czxAWfFYDp6bTE7MQ8IUYTuWydeceGoYaKImPA2CwfhNgUHHh+4/loxVCCCGEEOKkIMt93+Xu2/oYS9uXMrd3Gr/9eCG/vWE2S8bnMDsrBJqGraeTQI0fm5lZ3pq9t+bpgWiaxsyrryPstBOyxUgntpFfV4Yy+ygqzj1RQzpilr0zw5f5LuAfl/2DaE6U+GCc3bt3A9DW2YaOxk2DF3Bd4Fxs+Z7Datea62RmqpIIw2QXZnP++edjbU6yw9XExIJJVGfXsKXnaZ7vuBeAgn4/l6hCwj++nv6vX8xTD2/l0Q3D5Ht3sy1vBcNxsCsLXe2dAGimQc3MIvy7H+axlf2E7TaCpaVULz6DQZeDiZueBeDh55+nfrCeokQlvhwHveEYbjOFJ+fk/UyEEEIIIYQ4WidFkKpp2u2apilN0xRQP9b9eTdZ1bCC3HguZcNl7Opax6JxOfz5Y/PZ/uoroOBs6xyu1c/DamQmzXPyDx3YTD7nAipnzMZvs2GmOwkN9QKK4gVnHP/BHCXdbmAEHSQ7htE0jRkzZjBkHeLv9/+dwcFB+nv78SknRkRh7UxjzT14+Zk3s+S6qDTzMHLirMp+jYGXGki0hlnt3Mys/FlUB6ppzBliWA2QM6WcHo+bjZ++mUeeauLRdREacgJ0+T0UPv48r1T/nSEjgVPZRvbLpjWTmvIKmla+RkfAQ35pGdM+8QVmXPdxdKVoq2vGzA0T221hbdda/OE8gvl2+nUb2Q7J6CuEEEIIId6bToogVSl1u1JKU0ppQOVY9+fdIpqKEgjvSwC0a8OukdeDvRGylYciVzXJrYOMSxZgUxYChQefSQWwOZxc9fX/ZNrM6aBipBM7ACg5/dzjM4hjxF7hI7ZrAJU2ubz2cl7Pe514LE5dXR2pUIrc9N5lzWrfzOvbsewNZq/Pv4YFeyYQf7YDUGzK2sN55edR6a/k6bmD/O2sdibdcB0OTeMVfwltQS992QFKxo3HqhTNrSn+36RP0Whpw6XsDIQGAUgZaRwWB92tmZnVq27/IYXVtbh8fioL8mhy+5hq7yA/XEH2cDGWITcBGonYreQVS1ZfIYQQQgjx3nRSBKni6LQOdVMUKcKnXBTrQbQOjUQqQTqdJm6FPNNPzi3Tyf7wBBYkqrk8MRdbrvuw2i45K5PJ14xvxGPoeIKHDm7HmnNSNiqaIrqph7xOL/Or55PSU9Q31qMndbLUvnFbcw8vSNVtBkbATmE4yMWR01nh28j7a77EnBmLcFlduKwuigIlJGwmlXnjWXL9x0kZOuNqJ3Lr3f/g6u/+mAmTJtHm87Dw4ZeIp9pwKBsKBYCRTtJ903z6wnGc6TROr3fk3rNu+iwpwyC5/kEAbuz5eqbvHcsAKJyz8Jg8NyGEEEIIIU42kjjpXWxndxs5sRzK0jkEkx7abP08t/U5iiNBTB2ykx4cxX4wFVa7DX/cwJL99lltAfImT0dXClMzmff+64/zSN45e00WWHT67qsD4Kabruc31rvYXpepmZql3BhZdtL9cSx5h7fcF8BW5iW6sQcDjWmXnMaZ0WZumHTDyPvVgWp6o71kO7LJvvBSXHn5lE6ehm5kEjPNuflzbPriLby+rIUyD9imnD1yrbOvk3/2+EDTCNhG/76odPos/IZOYyRGfpFBZ1sap9fKcPMWwELRSVAOSAghhBBCiONBgtQxpExFZH0Xrul5aMaRZ87d09WKjo5XOSg2MjOdr295naLtBmjgwUTTNdA1nBODRDb1YDmM0isAFquV3JxcYok40y573xH37UTTbQbOCVnE6vpRKZPShixSzhRqIDNrGVBuAhdXEds1gO4+/P2cWVeNRyVN0v1xamZN5wf6jFHv3zz1Zs6rOC+T+VjTqJ67YNT7weISigM+GgEI4U/rsPf2sWQXYWemBm1Fdtao6zRNY8qChSxbtowJ8VfoZBGlE4P07IjhsDrxZOccyeMRQgghhBDiXUOC1DEU295H/993YHhsOGqy3v6Ct2jv78ICWAIuhoec+EwXXTtD9IfSWL02SiZXj5zrv6gS1+x8NOPwV3hf/t0fo6FhWN4df02y3l+Diqfpu38HkfXd5BfnwwBogNfhwTklB+eUIwvudIeFnI9MRil1wBI8U3OnMjV36iHbWHTr13jsp98jMhxGT5sjx+NmBANFGo3cmtr9rpvw/htYtmwZid0vUTzvIibO8vDowzayHe+Oz0MIIYQQQoijIXtSx1CiNQxAaiB2VNcPDvQDYHF6aRqIU2IGcaYspBwGOaaP4IxxI+caPjuO8UcWCHuDOSf9XtQ30x0WDL8d16w80n0x5qUnA+DW7NgOcx/qwbyTGrFlU6Zxy+/vxW0m0VIJAKzKQEsnmHV6Zvlv0blX7XddoKgYjzJpCye5/LYpuOufZNhuo6iy4qj7IoQQQgghxMlOgtQTSCnFwCO7GXyyAYDk3iA1PZg4qvbMUCa47WtMEBlaS3W6AKUrkjbIUV5sJd63aeG9yTUjD+fUHCq2+QDIUT4sOYe/D/V40DQNr92AROYzt2NFJ8bCmz7NRbf+G/m1Ew94XUlBDj0OF9EVj9D0yosAlJ5x4QnqtRBCCCGEECeeBKknUOj5ZsLL2gi92oqZSJNoDQGQHowDkOyJvu2saiwVY2f/TgAssXTm+pRBeOAZnIkUWanMHsds3Bh+20HbeS/TdI2s943Ho5x47W5Kktkj5WTGUnZ2kFQiU37GpiwY9iRWh4OJi8846Ext1VkXkTZ0Gh5+gLamDjSlKDntrBPZbSGEEEIIIU4oCVJPEDORZuiF5kxm2ZRJZE0nZigJQHooQXhFG50/XTOSnfZgfr/593zgkQ/QG+3FHtfQlUa+uYmQwwJBk7naRKzKoKyk/B0tUX230x0WrD471znPZkK6eMxnUgHyq2pIpobRlYZVGTgOI4lV1XmXoilFw45mOuMaAc3E6ji85FdCCCGEEEK8G0mQeoLE6vohZRK4ZByaw8LQC80A6B4r6f4YA4/tAVORbAujTHXQdl5qfomUSvFq66u4Ulac2Bhs3gBA9nlTKUtmc0P8dLIr8k/IuE5mljwXyY7hzOvssQ9Sc2YuIJ4K48SGVel4iove9hq7y022odGEk36Hg5LxNSegp0IIIYQQQowdCVJPkOiWHnSXBfu4AM6JQcyhBNYSD44JQVLdUUgp7OMDqIRJqu/AS357oj1s69sGwDMNL2IzLTiVjc50HwG/n9w51VhLvWhoWIs8J3J4J6U3L/E9GWZSc2YuIJoeZn5yPNXxIFm10w7rurLqcQw7bJi6zuxPfPE491IIIYQQQoixJUHqCaDSJrFtfTgmZqMZGv6LK8n5+FTyPj1j1Ayfe04BAMn28AHbWda6jMJIIYtbz+HlxlfRFTiUlQEHzLn6w2iahu/MUjSrjr3cd0LGdjKz5mUy+hp+G7rNGOPegNPrw0wNUmXmE0hayZ8+/7Cuq778QwCUZAfJLis/nl0UQgghhBBizEnBxRMg2T6MiqdHaqEaHhtGdSap0RvJjTS7gXNSEPTM+UzN3a+dle0rmdw/FX/CS1k0H1MprGkoz8tm2jmZjK/OSdkU3b4IzTh196O+wbI3SD0Zlvq+wZ7vIJ6OkDRj5OaWHNY1xTPnMu2cC5h+7kXHuXdCCCGEEEKMPZlJPQESjUMA2A4wu9lvy2T4tRV70KwGllwXybbhkfeT3ZGRPapdrV34E15MNBanF5PUUlhMqF2weFSSJAlQM6x7a6OeDJl93+BbuoCeWCuDsXZc1sOr3aobBufe/FnyKqqOc++EEEIIIYQYexKkngDxphCGz4YlYB91fFX7Kr7+7DcxMbEWe/jzq39mq60xkzxJKRItITp/sobQ6jYA9A6dpGaSsNUQ64+hNDDSaQoWnDEGozr56V4rrjn5OKftPys9VkoXnMarnf9gbeS5Uzr7shBCCCGEEAcjy31PgETj0KhZ1M09m2kYamDL5i2MG6hhS0Ebi6dMYcvdW9ij2agJ55Luj9PxTB068OqyZ5k39WLsUTvBtJ/Lhot4REUIuZpxxNMEyyvGbGwnM03TCL7/5MqGW+gr4rk5PQSCeWPdFSGEEEIIIU5KEqQeZ+mhBOmBOLbTMuVGlrcu57YXbiOeirNwcCFFFLE6fxfhdguOtIOklkKhCL/WTrouzDPWTZT3Bfn3Zf9OUbyAAtODTde4wlqGLV5DXfxVDIt1jEcpDleBu4Dm/ChZuf6x7ooQQgghhBAnJQlSj7M36nR+dcc3WRA8gz9t+RNzQnNw9bvQzcxq61B/iDVDa3DgwKIshBwxtFda2Glpp9noJWIm2LWnjgIKsKQddHe9REHeGQBY9chYDU0cBafFid/ux2eT7MtCCCGEEEIciASpx1mqJwrAZlXHK6tX4Uv4KOgqALXvnGQoiT1hBxuQgO2uZubFalhpq0NDo5cQs/qmA2BJ21nf/SqWVDMVnslYCuUjfLdZWryUqoAkQRJCCCGEEOJAJHHSMZRoC6OS5qhjqZ4oaaui35LJ8LswtBCnw0lxWTEAFr8FX9SHI+2gZlpm/+RrbKRLHyBpKmbPn41XOXHHAgAYsX4GnRaqL1pMg30b1ddde+IGKI6J7y35Hh+f+vGx7oYQQgghhBAnJQlSj5Hwa210/Xwdg083jDqe6o0y5I5SEangexO+h2fIw8KFC/nA+z7AOeecQ9H4IjQyWV4vXHIhuqGTV1TK5kn9WAwLp807jTJn/sjEazraSb7Pw+JrbuCjd/yagqrxJ3agQgghhBBCCHEcSZB6DCS7Igw8tBsMjeiGbhLNIeL1g0BmJrXZ2snsrtmseWINuq4za9Ys/H4/ixcvprKoEgDTa5LlzyI7mE14V5g9u/Zw5plnkpWVRUVeKQAWpRNN9jLx3IvHbKxCCCGEEEIIcTwd1yBV07RfaJr2iqZp3zie9xlr8d0DAPjOLiM9lKDr1xvof2AnKm2S6o+xSzUDoOs606dPx+PxjFw7pWwKALXVtQA4HI7M97W1LFq0CICysgo0BV7lJJIcZML5l56ooQkhhBBCCCHECXXcsu5omjYHSCmllmia9g9N0/KVUp3H635jKd4whO6z4TmtiKHnmyFlkuqLZpImmdCW7sGBn1tvvRWfb3RW19ycXC6//HJqajL7UU8//XT27NnD2Wefja7rpJJpVjzdRok9G5eyE0qGcAeyxmKYQgghhBBCCHHcHc/UsPOB5/e+fgmYDTx+HO83JpRSJOoHsVf40O0Wgu8fT3zPIMMrO4jV9QMQJYnHbiEQCKBp2n5tzJw5c+R1dXU11dXVI9/Xb+ihJ5TkfH068XSUFfb9rxdCCCGEEEKI94rDWu6radqPNU2r1zRNaZo25U3HazRNW6Fp2o69X9+cxScADO19Hdr7/VvbDWiaVvHmP0DJ0Q5mLKT746SHEtgr/QC4ZuThnlcAQGR9FwoFpk5WdtYBA9S3s/7lVmLKJGEqIqlBAgUFx7T/QgghhBBCCHEyOdw9qQ8BS4HGtxz/NXCnUqoGuBP4zZveGwDeWNvq3fv9W30eqH/Ln1cOs08nhURjJg63le9bxmvJdQGQbBtmyB/DnfRQXFB8xG1Hwwm6dg6Q3/4wTcNdNA9vp2jm3GPTcSGEEEIIIYQ4CR1WkKqUelWpvdl/9tI0LQ+YBdy799C9wCxN03L3fr8SOHPv66XAmgM0/T9A5Vv+LDmC/o+JP3/l+9z7te8DkGgOodl0rAVuWkItJM0kut3A8NkA2OFvxWbaKMwvPOL7dNYPocwkzbY9rO/6I9sHVzLu9HOO6ViEEEIIIYQQ4mTyTrL7lgKtSqk0wN6vbXuPo5RaBdg1TXsF2HCgpElKqQGlVMOb/wAt76BPJ0SvXafPyGznTTSHsBZ7+N3m33HRPy/idxt/B4AlLzObusWyBwC/NwtlqgM3eBDdTSHMZCtKB1PXMEwTf9G7ajW0EEIIIYQQQhyR41qCRin1GaXUEqXUd4/nfU40e0ojpqdRKZNEW5jB7Bg/X/dzDN3g+ebnSZtpjBwHaLAjVQ/A47/ayQP3bz+i+3Q1DGGJb0dTCh3wOpxHta9VCCGEEEIIId4t3kmQ2gwUa5pmAOz9WrT3+BHRNO32vUmZFJl9qSc1S0oR0RMM7+6BtGKzbSe6pnP9pOvZ3redm566if/S/xf3tVXEE0kA9NB2+l957ZDtNm/to3VvRmCAzj19mIlm3BYLF37uK5z1pfd0uVkhhBBCCCGEOPogVSnVBawHPrT30IeAdUqp7qNo63allKaU0sjsSz2p6WaStGay56mVADyXepVp/mlU9lbiTrpZ27WW5wdfpqmgB1fShZ7SSEdfYHhoN7Fwkj3ru2nc3DuqzY49gzx65wae/L/NpBJpQn0xIuEEcS2Er7icCYuWUjlj9lgMVwghhBBCCCFOmMOqk6pp2s+Bq4AC4FlN03qVUpOBW4A/aZr2TaAfuOG49fQkollMAKLtCTSvhZX9a7m482I2JDYwI3sGG1wbCCfDPNXwFL6EHy0RA8BMtXLPN1cQj6TQdY0r/20WT/5mE5d9bibP/nErVrtBLJzk2T9spaWuH5XuAg0K5p8xhqMVQgghhBBCiBPncLP73qaUKlFKWZRSBXsDVJRS25VS85VSNXu/1h3f7p4cvEVBACJaip78YYqHi1EJRSAQYJptGn+68E8A3F93P1kxH1oihCNlotLdJKMh5l1Ugmkqnv3jVoYHE6x/ronBrihzaprJzoqze103OaUeygYfAGDCgvljNlYhhBBCCCGEOJGOa+Kkw/Vu25M6+6ILAAhpUR5OP0N1vJr8/HxqqifQ29VLww9/w7UvVlGxxwmGji0JhUsz1+Q2/S+OX16Fw5ZisCsKQN2KDgCG7vkdpSt/xJkfquTyz80kNdyDYZoUFBeNzUCFEEIIIYQQ4gQ7KYLUd9ue1Krx1ThMCz16iF2DzbiH3YS2NrDpX/8knU7zehJMXwnzd2bKxWTXTqf2yg9jmCaNHoPnvGU4W58DwO0F01To0a2sKXSy0WvFv+MuHlu2nkHdjkPXJaOvEEIIIYQQ4pRxUgSp70a6CU1GD5WRGlAmWn89lkgYgLTHS9KfTcqeebxnX3Ye4woDPJVzDi8El5LQbfRom8kxGqnc8ieUUsSiz2FYLETsVlrvfYipP7yKkMOG7skay2EKIYQQQgghxAklQepRMkL9GPEEwaZuqlt7uPHfvsKFF16MlkyAaYKuk8quAiA3NweH1cAxdT6x8fNxLbmCpKFRsPYXtKVa0BKNmFqS+UuWoAF1thwaO7JIGQapCQvGdqBCCCGEEEIIcQIdVnZfsb8v/ewnNPYOc/qPXuTfL55IzowqcmbMofJz36QhpkgXaqScOpVV43C73QA8cMsidF1j3c7xPP/y/WwoyidpMfD33EfMZSNr8YWsXj/EbNbR5c9cUzh91lgOUwghhBBCCCFOKJlJfQfKs91MKPDy9JbOkWP9l17PH4ILKCrKJDuaPWvmyHu6ntlbOqE8Hx2DpMUAYNBlw1CKB1s0lmfNZ+EX/4sFH/s8dQs+ztJFEqQKIYQQQgghTh0nxUyqpmm3A98a634cjfMnF/Dz53fSHYqT67Xz4o4uphb7mTI5wHA4RG1t7X7XOG0G2wrmUtv5OlHdhdOMYDUV//NyA4UBJwvnTUPTNE47bwwGJIQQQgghhBBj6KQIUpVStwO3A2iaVsG7oAzNGy6YUsDPntvJM1s7qchxsa5pgH+/eCKLFlWyYMECDMM44HWpqWfyMNloSnFp1xPs9Izjy+fXMqHAK9l8hRBCCCGEEKeskyJIfTebUOClLOjiic3tDMVSFPodXLegHE3TDhqgAlQVBnl+dzk3LShl17/qKDn9Yj5zZvUJ7LkQQgghhBBCnHwkSH2HNE3j/Mn5/N8rmcnfOz44HYf14MHpG+ZXZfOPtS18+pxa2ud8h9oC7/HuqhBCCCGEEEKc9CRx0jFw8bRMkqSPLCznypklh3XNuZPyWfcf55LjsTO1xI/NIh+FEEIIIYQQQshM6jEwozTAS18+g9Is1xFdJ3tPhRBCCCGEEGK0k2L6TtO02zVNU5qmKd5FSZPerDzbPVJiRgghhBBCCCHE0TkpglSl1O1KKU0ppQGVY90fIYQQQgghhBBj46QIUoUQQgghhBBCCJAgVQghhBBCCCHESUSCVCGEEEIIIYQQJw0JUoUQQgghhBBCnDQkSBVCCCGEEEIIcdI4KYLU90IJGiGEEEIIIYQQ79xJEaRKCRohhBBCCCGEEHCSBKlCCCGEEEIIIQRIkCqEEEIIIYQQ4iQiQaoQQgghhBBCiJOGBKlCCCGEEEIIIU4aEqQKIYQQQgghhDhpSJAqhBBCCCGEEOKkcVIEqVInVQghhBBCCCEEnCRBqtRJFUIIIYQQQggBYBnrDhyAAdDS0jLW/RBCCCGEEEIIcYy9KdYzDvS+ppQ6cb05DJqmLQZeGet+CCGEEEIIIYQ4rpYopV5968GTMUi1A3OBdiA9xt05mBIygfQSQKZ83/3k83xvkc/zvUU+z/cW+Tzfe+QzfW+Rz/O95WT+PA2gEFillIq/9c2Tbrnv3k7uF02fTDRNe+Pl/2/n7kI1q+o4jn9/DpQyA5ajTuiMDVNKMYKiM6BpVBcxENP7RQmDA+GF3ngliC8gCoaQoNgwUtRE1NBFNFRQU16Y0EUENXNSEZ2KOc74gi8zngtBJMd/F3sdehg653hy4Nnr6fuBxd5nLR7Y8GOt5/nvvc5+oarmp3gpOgPMc7aY52wxz9linrPHTGeLec6WDvL851IDo3hxkiRJkiRJYJEqSZIkSRoRi1RJkiRJ0mhYpP5vFoB721H9W8A8Z8kC5jlLFjDPWbKAec6aBcx0lixgnrNkgU7zHN3bfSVJkiRJ/798kipJkiRJGg2LVEmSJEnSaFikSpIkSZJGwyJ1lZJcluRPSY6046XTviYtL8mDSY4mqSSXT/QvmaU5j1eS9Ul+m+S5JE8lOZDkgjZ2TZK/tdweS3LhxOeWHNN0Jflly+Zwkj8mubL1O0c7leSeyTXXudmvJPNJnk0y19qO1m+mHUpydpJHk/y9fYd+v/W73nYmyeaJeTnX5urJNtZ/nlVlW0UDHgd2tfNdwOPTvibbipldD2wC5oHL30uW5jzeBpwHfHbi7+8AP2S46fYP4PrWfzewr50vOWabfgPOnTj/MnConTtHO2zAVcDBxTXXudl3O/27c6XczHTcDXgEeIj/vDx1Qzu63nbegIeBPbOSp2/3XYV2J/AIsL6qTiVZA5wALq2q16Z7dVpJknlgZ1U9vVyWQJYaM+fxSfJ14BbgDuBHVbX45OZ8YL6q1iXZvtTYtK5b/12SG4FbgS/gHO1Okg8CTwA3tONO4Bycm92a/O6c6FsyNzMdryTrgBeAjVX15kS/v4k6l+QDwIvADoaMu8/T7b6rswl4sapOAbTjS61ffVkuS3PuRJKzGArUXwOXAM8vjlXV68BZSc5bYUwjkOQHSY4B9wO7cY726j7gp1U1P9Hn3Ozf/iRPJtmb5EOYaa8+xlCQ3JPkL0meSLK428z1tm9fYsjpEDOSp0WqpJ59F3gT2DPtC9H7U1U3VdUlwJ0MW7jVmSTXAtuAvdO+Fp1Rn66qK4DtDE9hXG/7tQbYAhyuqm3A7cABwKfc/fsWsG/aF3EmWaSuznHg4vZonHa8qPWrL8tlac4dSPIgw9aVb1TVu8Ax4KMT4+cD71bVyRXGNCJV9RPgcwzblZyjffkM8EngaNsiuhH4PfBxnJvdqqrj7fg2ww2I63C97dUx4B3gZwBV9WfgdeAtXG+7leRihvV3f+uaid+4FqmrUFWvAnMM/2tDOx4e2x5urWy5LM15/JJ8G7ga+Er74QTwV+CctnUJ4Gbg5+9hTFOUZF2STRN/fxE4CThHO1NVD1TVRVW1uao2M9xo2MHwZNy52aEka5Oc284DfJNh7rnedqhtvf4D8HkY3vIKLP4/6hyut73aDfymqk7A7PzG9cVJq5TkE8CPgQ8DbwA3VtVz070qLSfJI8DXgI8w3DE8UVVbl8vSnMcryVbgaYYv1bda99Gq+mqSTwHfA85meCPlrqp6pX1uyTFNT5INwK+AtcAphgL1tqo65Bzt22kvq3NudijJFuAXDNtE1wDPALdW1ctm2qeW6T5gPfAv4K6qOuh6268kRxjm5e8m+rrP0yJVkiRJkjQabveVJEmSJI2GRaokSZIkaTQsUiVJkiRJo2GRKkmSJEkaDYtUSZIkSdJoWKRKkiRJkkbDIlWSJEmSNBr/BpSI5JK+SCmJAAAAAElFTkSuQmCC\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 = [ 'JPM', 'NFLX', 'XOM', 'VZ', 'META']\n",
"assets.sort()\n",
"n = len(assets)\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": "df20bf11-4ed7-4a1a-f741-6af9e53b07e6"
},
"execution_count": 16,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"[*********************100%***********************] 5 of 5 completed\n"
]
}
]
},
{
"cell_type": "code",
"source": [
"df.plot()"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 499
},
"id": "PVZwoRxpqcMd",
"outputId": "250eee65-7df9-42b7-af53-f51c813d3705"
},
"execution_count": 17,
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
"<AxesSubplot:xlabel='Date'>"
]
},
"metadata": {},
"execution_count": 17
},
{
"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": [
"adahedge = AdaHedge(r)\n",
"df['ADAHEDGE'] = np.cumprod(np.sum(r*adahedge, axis=1))\n",
"\n",
"eg = EG_tilde(r)\n",
"df[\"EG\"] = np.cumprod(np.sum(r*eg, axis=1))\n",
"\n",
"sp = Smooth_Prediction(r)\n",
"df[\"SP\"] = np.cumprod(np.sum(r*sp, axis=1))\n",
"\n",
"msp = Modified_Smooth_Prediction(r)\n",
"df[\"MSP\"] = np.cumprod(np.sum(r*msp, axis=1))\n",
"\n",
"\n",
"ftql = Follow_The_Quadratized_Leader(r)\n",
"df[\"FTQL\"] = np.cumprod(np.sum(r*ftql, axis=1))\n",
"\n",
"ons = Follow_The_Quadratized_Leader(r, epsilon=1)\n",
"df[\"ONS\"] = np.cumprod(np.sum(r*ons, axis=1))"
],
"metadata": {
"id": "NS78FpFKNL6P"
},
"execution_count": 18,
"outputs": []
},
{
"cell_type": "code",
"source": [
"df.plot(logy=True)"
],
"metadata": {
"id": "RFGlDGk1wH41",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 499
},
"outputId": "fa69f2e3-27b2-462a-afd6-1d522ae78610"
},
"execution_count": 19,
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
"<AxesSubplot:xlabel='Date'>"
]
},
"metadata": {},
"execution_count": 19
},
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 1152x576 with 1 Axes>"
],
"image/png": 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