{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "8b364bbf-2aeb-43bb-b29f-3fc7620434d4",
   "metadata": {},
   "source": [
    "# Exercise Session 1: Getting Started with Python "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cd82f787-bd3d-42c1-b977-ffe62a238c8c",
   "metadata": {},
   "source": [
    "The goals of this exercise are:\n",
    "* Getting started with Python\n",
    "* Getting familiar with the basic time-series manipulation functions\n",
    "* Implementing some simple real-world anomaly dection algorithms"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "id": "705b0495-e1b1-40d4-af13-9e9727097611",
   "metadata": {},
   "outputs": [],
   "source": [
    "%matplotlib inline\n",
    "\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "import librosa\n",
    "import librosa.display\n",
    "\n",
    "import scipy.stats as stats\n",
    "from scipy.stats import kurtosis\n",
    "from scipy.stats import skew\n",
    "\n",
    "from IPython.display import Audio\n",
    "\n",
    "import warnings\n",
    "warnings.filterwarnings('ignore')\n",
    "\n",
    "plt.rcParams['figure.figsize'] = (10, 3)\n",
    "plt.rcParams['image.cmap'] = 'gray'\n",
    "\n",
    "MACHINE =\"slider\" #fan or slider\n",
    "MACHINE_NAME = '_anomaly' # '_1' or '_2' or '_anomaly'\n",
    "REP =\"spec\" \n",
    "PATH = './'\n",
    "SR = 16000\n",
    "\n",
    "epsilon = 1e-6"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "aea700f1-5f87-469f-ac19-f9cc5e604e53",
   "metadata": {},
   "source": [
    "## Exercise 1: Read and plot time-series"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "881124ab-1553-4390-a80f-ead599e1983a",
   "metadata": {},
   "source": [
    "Many real-word data are represented as time series. One intuitive example is Audio signal, defined by a specific sampling rate. \n",
    "\n",
    "* Read and display the sigal \"slider_1.wav\" or \"fan_1.wav\"  using e.g. function ```librosa.load()```.Visualize the results using ```plt.plot()``` function.</li>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "id": "65722050-317f-4c52-bd1f-8a55b8cdce66",
   "metadata": {},
   "outputs": [],
   "source": [
    "##complete the function for reading an audio file \n",
    "def load_data(path,machine):\n",
    "    y,sr = librosa.load(path+machine+\".wav\",sr=16000)\n",
    "    return y"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 73,
   "id": "be3d49d9-5c09-49c8-a1d8-7e68ca141f55",
   "metadata": {},
   "outputs": [],
   "source": [
    "def plot_raw_signal(y,key):\n",
    "    Fs = 1 / SR # sampling frequency\n",
    "    t = np.arange(0, 10, Fs)\n",
    "\n",
    "    fig, axs = plt.subplots()\n",
    "    axs.set_title(f'Signal: {key}')\n",
    "    axs.plot(t, y, color='C0')\n",
    "    axs.set_xlabel(\"Time\")\n",
    "    axs.set_ylabel(\"Amplitude\")\n",
    "    plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 74,
   "id": "900d10c5-04eb-465a-8c62-7b98e381e940",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAnYAAADgCAYAAACO9CuOAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAABQEUlEQVR4nO3dd3gU5fYH8O9JpwRC7xB675Ei0osg1YKCiliQq6JiudeLiuBV/IleUa9drFgQEQsoCNJRmvTeIZTQQgmEFkhyfn/M7GZ2d3Z3ts7s5nyeJ0+yu7M77yabmTPve97zEjNDCCGEEEJEvhizGyCEEEIIIYJDAjshhBBCiCghgZ0QQgghRJSQwE4IIYQQIkpIYCeEEEIIESUksBNCCCGEiBIS2AkhIgoR3UVEf4RhP12I6Eio92MFRHQvEf1ldjuEEIGTwE4IYTlEdAMRrSCic0R0hoiWE9F1AMDM3zJzL7PbKIQQVhRndgOEEEKLiEoA+A3AwwCmA0gA0BFAjpntEkKISCA9dkIIq6kHAMz8HTPnMfNlZv6DmTcDrsOGRNSLiHapvXsfENFSIhqh3ZaI3iCis0R0gIj6aJ57HxHtIKJsItpPRP8I9pshov8R0WEiOk9E64ioo+axF4loOhF9pbZhGxGlaR5vSERLiChLfWyA5rEv1ff7OxFdUHs1KxLR2+p73UlELTXbjyGifep+thPRzW7a+z4RTXK6bxYRPRnc34wQIhQksBNCWM1uAHlENIWI+hBRKXcbElFZADMAPAugDIBdAK532qyten9ZAK8D+IyISH3sJIB+AEoAuA/AW0TUys2+PiCiD/x4P2sAtABQGsBUAD8QUZLm8QEApgFIATALwHvq/uIB/ArgDwDlATwG4Fsiqq957u0AxqrvLQfASgDr1dszALyp2XYflJ7PkgD+A+AbIqqk094pAIYSUYzajrIAeqhtF0JYnAR2QghLYebzAG4AwAA+AZCp9hhV0Nn8JgDbmPknZs4F8A6A407bHGTmT5g5D0rQUglABXVfs5l5HyuWQgmiOkIHMz/CzI/48X6+YebTzJzLzJMAJALQBmd/MfMctX1fA2iu3t8OQHEAE5n5KjMvgjJEPVTz3J+ZeR0zXwHwM4ArzPyV+lrfA7D32DHzD8x8lJnzmfl7AHsAtNFp798AzgHort41BMASZj7h63sXQoSfBHZCCMth5h3MfC8zVwXQBEBlAG/rbFoZwGHN8xiA80zW45rHL6k/FgcAtUdwlTpBIwtKoFg2WO9D3cc/1eHec+o+SjrtQxuIXgKQRERxUN8bM+drHj8IoIrmtjbYuqxzu7imHfcQ0UZ1WDcLyu/V3XudAuBu9ee7oQScQogIIIGdEMLSmHkngC+hBCLOjgGoaruhDrFW1dnOBRElAvgRwBsAKjBzCoA5AMjT83yh5tM9A2XItJS6j3MG93EUQDXbkKiqOoAMP9pRA0rv56MAyqjt2OqhHd8AGEhEzQE0BPCLr/sUQphDAjshhKUQUQMiepqIqqq3q0EZflyls/lsAE2JaJDayzUKQEWDu0qAMiyaCSBXnVQR7DIqyQBy1X3EEdE4KPl8RqyG0oP3DBHFE1EXAP2h5OP5qhiUoe1MQJk0Av1AGQDAzEeg5AZ+DeBHZr7sxz6FECaQwE4IYTXZUCY8rCaii1ACuq0AnnbekJlPARgMZVLEaQCNAKyFgdIozJwN4HEoJVXOArgTyuQFXUT0ERF95ON7mQdgLpQJIQcBXIFm6NhL+65CCeT6ADgF4AMA96g9mD5h5u0AJkGZXHECQFMAy708bYq6nQzDChFBSElJEUKIyKcOWx4BcBczLza7PZGMiDpBGZKtwXKiECJiSI+dECKiEdGNRJSi5sw9ByVvTG/YVhiklloZDeBTCeqEiCwS2AkhIl17KDXaTkEZuhwUzpwwIuqoFgh2+QpXG4KJiBoCyIJSFuZtUxsjhPCZDMUKIYQQQkQJ6bETQgghhIgSEtgJIYQQQkSJOLMbYAVly5bl1NRUs5shhBBCCOHVunXrTjFzOb3HJLADkJqairVr15rdDCGEEEIIr4jooLvHZChWCCGEECJKSGAnhBBCCBElJLATQgghhIgSEtgJIYQQQkQJCeyEpVy6mouluzPNboZP8vIZ7y3ag+wr18xuihBCiEJOAjthKWN+3ILhn/+N/ZmRsxrT/O3H8cYfuzHhtx1mN0WIkDpx/gpSx8zGzxuOmN0UIYQbEtgJS9mnBnSXruaZ3BLjcnLzAQCXrkVOm4Xwx54Tyv/njHUS2AlhVRLYCUuRpYuFEEII/0lgJ4QQQggRJSSwE5YiHXZCCCFsLl3NNbsJEUcCO2EprI7FHjx9yeSWWEdG1mVcjqCcQyGECIYZ646g0bh52HsycibTWYEEdsKSRk1db3YT7K7l5ePVOTuQdemqKfvvMHER7v9yjSn7FkIUuJaXj1MXcsxuRqGxYPsJAMCeE9kmtySySGAnhBdztx7Hx8v2Y8Js88qZrNx/2rR9C2OuXMvDVXWGdLTiQp4s8dxPW5A2YQFycqUHXViXBHZCeJGXr5zMruVF90nbSlbtP41pfx8yuxk+afDCXHR9Y4nZzQgLApndhLDbcew8flDLvFzLK9wBrrA2CexMtu7gWdzx8UpLXukzM1bsPWXPewvPPsO2q4BtPpLl0xDB16sOYmvGOZf7v19zCG/M2xXMpkW8IZNXYcxPW8xuhs8ysi6b3YSQYWb8se2E2c0wTZ///Wl2EwqtCDotWIIEdib794+bsfrAGRw8fdHspriYteko7vx0NaatORy2fUbSUM+A95aj51vLDG2bn8944Zet6PfuXy6P/fvHLXhv8d5gN08IF+mnLuKKn4W0F+86ia9XHQQASWYXUSE/nzFu5lZ7YfxoIYFdBMg1aQjwyFml9+HQGZmhGijbCVEIs1y5locubyzBk99v9Ov5py4UTB46fv5KkFoVPldz8/GfX7fh3CVZ0znShGrgf2/mBXy18iAe+npdiPZgDgnsLG725mOo8/zvheYK+cIV69UsCkYv4rFz/p0IC8vfXYTeVfUC8a89p0xuiTl+2ZCBL5an4/V5O81uirAIW+oPRVnKqAR2Fjd323EAwLajrrlZnqxJP4Pv1wQn+fzDJfsw7LPVQXktb476GQCFg7//+zM3ZmD7sfP223/uydTdzrlWXWZ2Dnq8udTPvQp/7Tx+Hkt2nTS7GUEXSfmrobDqgDKz/NvVkTUpR4Quxy6SUn98YWpgR0S9iWgXEe0lojE6jycS0ffq46uJKFW9P5WILhPRRvXrI81zWhPRFvU57xBZNxbfcyI7ZD1Ugz9aiX//GLzk8z+9XOX/siEDqWNm43AhHrbddvScy0STjKzLGD1tI5btLgjmpro5sbR6eb7D7fNXomPI6L4v/kb7VxeGfD95+RyUtIXeb/+Je7+I4rqBmiPixZxcjPp2PWZvPgZAmSCx/tBZ/QlTbs6B+zIvID/f+ifI/Zn+5TEzMz5eui/IrRFG2M7ej3y73j5LfuPhLHSYuCiox8dom+VtWmBHRLEA3gfQB0AjAEOJqJHTZg8AOMvMdQC8BeA1zWP7mLmF+vWQ5v4PATwIoK761TtU7yFQPd9a5jVXxaz8OqM+WbYfB09fxMyNGQCAPSd9LySZdekqNhw6i4s51huG9cX+zIsuM+fu/GSV4edf9jOp3QzZV64hdcxs/KiWf/Bk8a5Mr0PRf2w7jtQxswMqRNrp9cVo8MJcv58fbdamn8HfB8543Gbi7zsxe8sxe0Hw3zYfwy0frMDPG5T/59Qxs/HaXPdDl9uOnkP3SUvx8bL9wWt4iPgbem46cg6v/i7Dt2Z7d9FepI6ZjUHvL0dG1mWsP3g24NeM1l5sM3vs2gDYy8z7mfkqgGkABjptMxDAFPXnGQC6e+qBI6JKAEow8ypWLjm/AjAo6C0PAXefr9+3Hg9rO3yRdekqXpmzA3d+4v8w7ekLOWjx0nzc/MEKS6024a+dxx0Dk9MXXFeriIaDydEsJVD7eFlwejLmqp/zzUd8SznQysi6jNwAeo5GTFmLx7/b4PfzbaxyMXbbRytx+8crC+7Q+dU493qkn1J6tbS9Wx8ucf83tk2wWn8o8JNsyPn5j+dv/cqzF6+67cm8mJNrqDTOst2ZXoNzX5y+kBPW8lX+emv+bkz7+1BIjpWXr+Zh8U7HVAvrjuv5x8zArgoAbR2NI+p9utswcy6AcwDKqI/VJKINRLSUiDpqttd2Iei9JgCAiEYS0VoiWpuZqZ/zFE7OH+Deby/Dzxu894ZkZueg3tjfsfFwlh/7ZN26ajY/rfe8f9sxK5BFmk9fLAh8Ajmph5KvB5dAaxIOen85Bn+0IsoGBxzl5zMuaHpobb9iM2dgL9hxArM2HTVt/+ESzZ8rTzb5eXzxJ7jYcyIbLV+ej7cW7NZ9fPBHK9Fh4iL77c1HsnSPxfd8/rdjcB6APSey0XrCAnwTATmG/1u4J2R1LMfN3Ir7vlyDHcfOR8VFtp5InTxxDEB1Zm4J4CkAU4mohC8vwMyTmTmNmdPKlSsXkkb6wnkd0p3Hs/Hk95u8Pm/FvlO4mpuPz/464PM+f1h7BP3e/Qvzt+sXHd3nJSfF6JXfgVP+5bZYrWizrbP41IUcHDnrPgBpOK5gOFDvd+QtYXfj4SysSY+AHhAfndEE8f/9YxeajJ+H81eu4cq1PPvQ3/8W7gl4PzPWHbH3AAr4XbfOWSQnmjsfS5wnKgWbrb6lu4LO2slUgFITU6/GpVFPTd/otbd5v3oc1ub7Wl2wetI2Hs5C3efn4GT2FaSrNWOzr+QiN9/1HHPs3OWIyBn1xMzALgNANc3tqup9utsQURyAkgBOM3MOM58GAGZeB2AfgHrq9lW9vKYlvb3A+wntaNbloB2kAWC3ms+Urgm8Tl3IwY5j57Fwh/EK857mp8zefAxd31ji9vV+0/SQOAdB/zfHvLVZ9djalzZhAW54bbH9fueDd14+Y5Pag3pR5wQSSVeJi3eeDNpqCqfVxdOZ2T68d/7yNUOffV/884dNeOib4NelOnf5mqGEbav9ef81Y7PfF1fRwjkobThuLsbP3IqJBnLnAhm6zGO2Bwl5+ex3wHD6Qo7H4e6f1mfYe5v/PnAGK/fJ2tJan/11ANfyGCv3nca2owVB9X/VFX92Hs/G4p0ncfD0RbR/dVHEF4w3M7BbA6AuEdUkogQAQwDMctpmFoDh6s+3AVjEzExE5dTJFyCiWlAmSexn5mMAzhNROzUX7x4AM8PxZnzl6yLSo6dtxPUTF+HBr9ba79tzIhujp20EABw5ewnXv7oQR51Owr6Wbejx5lL0+d+feGDKWq/bujtE/efXbVis7nerWqbFOffMZpGH9m0/et7tY+Gw9+QF7Mu84PWqcfaWYy732crU6Dl1IQe9317msdcP8Bwwh8t9X65Bb4Ora3hjCy6cTzq+zG5bvf80drn5LIVa8//8gWYv/mHKvo3amnHOpYr+r5uOousbS3Q/p1ozN2Zg0nxl6DAz2zUXy9PMwTMXr2L53siqjzdl5UF8ZGC2ayCB+t6TF+wXGbWfm4OOry92WWWov4GeutYTFuCWD1YY2uftH6/EUJ1JW7bJafO3n4iYHil/VoSw5USOnrYBi3a6dihcUi+2r+XlO1R7mDR/lz13ONI+y85MC+zUnLlHAcwDsAPAdGbeRkQvEdEAdbPPAJQhor1QhlxtJVE6AdhMRBuhTKp4iJltGaaPAPgUwF4oPXm/h+P9+OrjpY6zyC7k5Bq6MtR+EH/dXHCg3nAoC0fPXcFP6484DDP4WrYhy2BV9vx8Rt93lBmghIKD3+oDZ/DF8nTc52a/J85fwar9+leT5y477luvmzycery5FN0nOdaRC8bSM+sPZWHn8Wzc+qHnA3W+Rbr2sgOYrfyOZmg1Rx0Ou6K5qDHyFo+du4zj6qzaOyavwo1vFwSav246itQxs+2P+yMzO8fnOpFW1e/dv9B90lIcOu160bD9mPIe3V0w/FezXvH3aw+j83+XeNzXxN934ht1RZV1B8/irk9XO5Q7YmZscFc6Jcw8BaWhnrT1hybVJSPrMn7b7Bhgb/GQ5xxMT00vSO1Zkx68CRmhtPtEwfH2qtMkFiICM+Nqbj6+WH4AA95T0orqPv87th09h5kbj+L+Lx07KGwdIYDSs6+1NeO8ZY65gYozc+fMPAfAHKf7xml+vgJgsM7zfgTwo5vXXAugSXBbGhx7T17Aa3N34r07WzokjgPKP/c7C/diSJtqftdbstl0JMvQdp/6kZdnc+laHk6cz7Hftl0AOgeszvq+8ydOXbiKX0Z1cMlzcb6IXH8oy+/2BZP2f9050AvEifM5Hpeyuc1L4GcF3vIgtTMqbfGE87HT+ZQ7dLJjb0P7V5Uk8/SJfV1ef/paZf7VrgDKpPR8a6nhCxojrHBu0DtxHz7jOqTuqa3OE1mchzP1eru0JXt+3pCBp6Zvwnt3tkS/ZpW9Ndk0szcfw/t3ut7PzPhm9SFUKpHk8th3qw/hwU618Nvmo2heNQU/rj+CpPhYPNS5tu4+tBMlFmlmZIZjebN1B8+iboXiXrfLvnINiXGxSIizZup9ZnaOy+0PluxzuCCxjWhtOuwYLDuPZAH6qwHd9alS4eHoueCkn5jF1MCusHnu5y34+8AZbHATsLy1YLfbWVRan/91APffUNOes6TF7PuJxXbAdrcigs2a9DNIiotF//f+Qpuape33+zJiaFtvctD7ywEATap4nvNy6Wou5m8/gYEtdCc3h1UohkY9DdmetfCalgvUnMl0nZ4hd2y9JtoSMB1fX4zrUks5bLfSTY+ur3Jy85AYF+t1u2AGdVahdwhYqibNn7t8DVszzqFJlZJB3+/V3HwMeO8vtKyWYs/NTI/Q/L4V+07jhV+26j72ypwdeLBTLTw6dQNKFom3jza4C+y0earrNPXXPlvu/8W1EZev5uHWD1egXa3SXrdt+uIfaF+rDL4b2S6kbQoW5x43T9b5WPPu8JnLyMi6jCopRXxtliVYMzQXHn21Mh2A/tI4H3ioOaWlLQa8/mAWAGDWRs+lHgZ/tBL931PyQYzWVrIFmWvddP17G0JrNG4eRk/baGqdrHD2wHiqGWYlRidU6M2kfObHzQ63QzUD+Lmf9E/KoqDXyOi1yp97Mg2tZNPv3b+w+cg5TFl5EAt2WGdZNn+uyYzOnHVOIfFJiA8utuHLbU75ys6jI7ac72BdVAUimBMEAeC3zf6VMPqXD4Gj1UhgF2W8rV6Qr87Majx+nv2+uduOY+nuTPxgYBUBPacuXMWpbNfeQ63Fu/R7A0/pFPDVszwMC5cv2H5Cd1LLD+uU4T5vy6ppfbhkn32ZJl94qvJvJe6WRfNk6e7wnuh/1KnDuD/zgkPB2VCU1LFCno63Islvzt+N/U75op6a/fT0yDjJzdyYobvaiz9/ErP+iu1fXYiXft3ucZs8TWTmPBnDgZs3YVspCFDOCfXHWmfFlmAsP6jN7X10auBFxyONBHYRyN8hwbMXr6L1hPlo8ZLrzL6Ms4HlFDjXZQo22wLeobI2/QxGfLUWr85xDay2ZSjv7ZTO0LcnkbqSxop9p3yaJPL+4r32JcEm/r7TbR2oX7z0CAfCyH/E0azL6DZpKV6ZXVBGZ0tGlt/7/GPbcXtvjbbX5vMQD68ZYaTQc7dJS3Vzj/Sc9HLhZhWjp23ECj9Kfej16nib9JE6ZrbP+/Hm5d+249i5K/h8+QGcvah/0fvb5qOo/dwc+//ofV8WTFRzV6PO+f9DWww+z+QLkdy8fIyYsgabj2SBmYOSguJtqU5D7YqQmcN6JLCLQs7DX7YDVMuX5+PspWs4f8V1luNzP4emynewutWNLNL884YjSB0z26+EZFue1WETVz6wijs/We3TJJH/ztuFkeokkI+W7kP7VxfZCw1rzxlmFW957uctGDFljT3JevWBM8jPZ4ybuRXfrnLf87jUzUkydcxsLNl1EiO/XofHv9uA+dtPoPl/Ci6WIqmGWDQWwtbj7Vr40akbXC5G/BlivXw1L6BSItpC887Dpza24tu2x3OuFfTO3vP53/afL13NRXOdi3irOXDqIhbsOImnpm+yL1FnBcFcyi3cJLALk5s/WB60D8qBUxftZQaMcLeyRKhlXbqKL1ekB+W1jHRS2g6KwV6WKlKv23Lz8nH7xyuxwoSaTHoTcWJjyJT6UFNXH8KCHSftq1swMw6fvYSvVh7ETxvc1y/ffvQ88vIZx3RmyNnKCC3dnelQWzKcVu0/jR/dpE94S8kQrg6fveQQlP9rxmYPW+trOG4uRn+/0fD2gRxbHv9uA9YdPOs231U7C9p5lCcvn5GTm4f9mRd0h66NyM9nPPfzFuw9GXgJKECpGmGBLIaoIIFdmGhnwh7Nuox9Af4zjHUzW0vP2UvG8tiCzdehS09iDER2wTgo6L2EFepwAUppBF+K+Z66cBV/HziDJ6dvDF2jvMjR5LDFENnLCQRq9LQN2BDAhBrn0gnu/PvHzWj/6iK3k3/0nDyfg9Qxs/GLh6AxGIZMXoWn3SR4W6nnI9T/PsyMNelnPJYOMqLzf5dg6Cer7MXV/fVriNcbztaMuHirhWnj3Pu460Q26o+di26Tlvrda7s38wKmrj6Eh4O4ykskL1tnJRLYmeCp6ZuwcGcIE8kt8r8x+KPgLF4N+JaQ7k8Koqfn6C0LZobmL/m28oGZB8lDOjXTAqUdJp+58Sju+HiV30FDtk46gp4Zao/Y65paWd7sVXOfpq0xb7F1f34vwVo6Lty+XJGOwR+t9Fg6yBfuiquHm94xadnuTLcpAs4iMUiyyDV0xJPArhBYujvT5zo+wRDMOmxGZqQGclA4qpZdsZWBiIZF5G2/DyP5icGm11vrz/DgG5qAquPrix0eu5qXj7/UoV13gbm7SSBT//YedGlnKPuSRmGFWbFVS0Vm/S1/bFTXZdYKNEgNxWzpYNDm0Hmzys9cz29WHUSPN4NXiN0b7X/L92rBcREYCewKgTlbjhvusg+la15KMPgqNy8f+zMvoPZzc/CUD3ktzvLy2eXEHck1jGw+VlcGCMYMMS2j9b22Oi2VlOdHUrnRxbiHfaZ/wtObBLLzeHZI804tENchPtb8dYZDZcex8/Z1h93pMHER9mVewLs6k3iM8LaOc7B4aleghbNf9FIyxZ2xv2x1mzeXl894Z+Ee3PuF8QDTF5FSx9PqJLATYXP7x4ENzToHBq/P24Vuk5YiL5/x04YMe8mVgz6shgAoi3Pb8mKahqAav1l8qbvniyGTjf0d+xlY3FwEj7fadWbxJzVi0PvL7UGZsz7/+xNd31ji9TWGTl6FSfN3I8uPHONreeGJzg94qEFnxXJJby/YjTfn78YSTV1SX39TK/edxhk3pVxEcEhgF4Us0GGgy91Sav5a7WZ4bNTU9Vi0078emXLJiYE0KWy89Vg481jE1I3tbsotbDpyTvd+4Wjb0fOGezeD4XrNeqR7gjRT0SwbD2dh0nzvyysC7svo2GrvnfYjiLjx7WU+P8cf7mrVWdW7i4z1oHsy9JNVaPXyfPvt9SakCUU7CeyikC+J3pHEZXaqh3GMHcf8XxQegHlF1wz4Y9txdH1jiU95gJ3/u8RhGTl37tcUO73pnT8dHjt/5ZrLagXCvewruXgygBQBX2mLCC9xs9KLGYzOQAaUnEh3eZGZ2Tl43+DQvJYvNRlFaGmP4QvV9abH/BSaGqrBsEknfzMSSGAXBqvCvP5epH4YffHVyvSQ9BxZOJ6zsw05+7raR+Px87BD85wnv9/oUj1/kYfZ2rd+sALd5CTpk7nbjmPbUcfPaW5evm4JnV83HUXqmNk+lbSJBFNWGq+52X3SUreB2HWvLLAXmY4Wkby6gT/HSu3H/oEpa5Ft8c/6wPeXm90Ev0hgFwZWqikVDXq+uRTjZm7zuI27iRqD3l+O+zwk/l5Sh86MlsOwsv06w7XaavY/+1hnLdKH98zS952CXMPcvHzUef53+7Jmo6dtsE/k+Eid7HLIxxxREbmsvLpBTm4eUsfMxlsGh8SNcJ4xnm/NtFC3mBlTVx+y/MWXBHZhcPlq5AcJVmArpGkkwMjPZzAzft5wxGFZs42Hs7DYwzDVyv2nLVOQ2J23FyhJ5YGu7+uL00EsNl2YZaq/x6/VlWNmbjxqX7nCNslAe/L7a8+poBb6jkbpBgLhdD9yTAu7k+eVz512mTN3zl68ipkbM7A/8wJSx8zGYjc9/85H1h5vRdYIwHd/H8ZzP2/Bsz9ad/gYMDmwI6LeRLSLiPYS0RidxxOJ6Hv18dVElKre35OI1hHRFvV7N81zlqivuVH9Kh/Gt6Tr2LnglpsorIZ+sspwjtelq3mYMHsHnvx+k8/DN0ZqnFnBj+v1l5PyRG/4ZPbmYwCAkx7KorSesMDnfQlHmw5nof2rBRMctMNQV67lYWuG0puqva64+7PVurPJnYd3o8H4mcZX0wGAV+covZ56deyc9XorPJMhoslbC5SeugtecnOZGaOmrsfoaRvxm3osmaVZfeNCTq79tvM1sy/5l1ZgW1P99EVrtzvOrB0TUSyA9wH0BHAEwBoimsXM2uI7DwA4y8x1iGgIgNcA3AHgFID+zHyUiJoAmAegiuZ5dzGzOQs46rhkkZULooHRHK9PNVeZJ308ePhaLiWSEAE/rD2MzvXL2e8bNXU9+jbri0e+tV55hWiywyknsqlmFRFt4Vnn4ar9mY69Tav2n8aQyY7rew73oXCtFbw2dyfy8hnP3dQQ87ef8Gu93Y+X7cfHy/aHoHUCgMNIx4WcXBRPdB8uHFULQttK7mhHPZ77aQtmbTqKWmWLoU754iFqrTX8uScTLaqlIDkp3tR2mBbYAWgDYC8z7wcAIpoGYCAAbWA3EMCL6s8zALxHRMTMGzTbbANQhIgSmdmSYbSRdU6Fdcxws7C6lXWYuAgtq6egbPFEFEuMxb9ubKC73VPTlcLLzvX6Tl3IwVopOxBSng4D2lwrb/n0zjl4py/kGF5myiz5+Yx7Pv8bk25vjgolkuyFaJ+7qSG+Wpnu9nmnLuQgIS4GJUw+URZG2usLb8XFbY+S+iHXbn3snBL0Hc26HDWBna0OX14+4/K1PMTFEEZ+vQ7LdmeiSkoRLB/TzcsrhJaZQ7FVAGjXDzkCx143h22YORfAOQBlnLa5FcB6p6DuC3UY9gUi/cMpEY0korVEtDYzM7QHRYnrzHXojGsPHDNj+d5Tuvl0kVQ885xanT4j6zJ+23wMX65Ix/uL99nvd8d5COT8ZWsnA0e64+euOARsnk6UzIz8fDac1xgJEytfmbMDf+09hbb/t9Cn56VNWIBmL/6BmRt9m+gjAufQc8xwmUFvO6/ty7xoTzeydWJon3rlmtKLN/LrdZZYbs9Xwz5b7XLf7hMXMHnZPtR+bg6ajJ+HWZuOYpl6cZWRdRmXTM6rN7PHLmBE1BjK8Gwvzd13MXMGESUD+BHAMABfOT+XmScDmAwAaWlpIf20xcZIZGemfJ0z3+wtx/Do1A14eVATE1oUPLtOZOODJa61vbzlYDkfYNcHuXi0cNTu1YUoVbSg18lTmYvbPvK8sofz4u6/avKZrOoXzQzstxcUzLLcdvScfRjPk9HTNoaiWcKDE+cLLiwOe1lizba2bqzaVaT9hG7RLC0YgXEd/txzChsOnUXZ4o7F6/9vTsFa0s4dBBdyclE0wbzwyszALgNANc3tqup9etscIaI4ACUBnAYAIqoK4GcA9zCzfYE5Zs5Qv2cT0VQoQ74ugV04SY+dubZknMO5S9dQUnNitZWg+fTPyM7RcbdM2zAvOVfOeYf/jIK1ca3ubIBrfwJKEPeVU124l37zb03QcNKu/mCb1Q04loIR1qKdlGI079g2QPbrpqMoUywBj3Sp7fB4JPbYAcDNH3hea93lbZn8Ns0cil0DoC4R1SSiBABDAMxy2mYWgOHqz7cBWMTMTEQpAGYDGMPM9gqCRBRHRGXVn+MB9APg21SrEKCIKHsb3UZ8tcbh9sTflautaJ0o4S0nRkSmx77b4FCLUIhwqJSS5HJfjzddZxpri+N/uSIdbZyG3qesSA920yzB+XBr9tHXtMBOzZl7FMqM1h0ApjPzNiJ6iYgGqJt9BqAMEe0F8BQAW0mURwHUATDOqaxJIoB5RLQZwEYoPX6fhO1NuSE9duZbk37W5/VVhRBCGB9C/WO75zW63/gjeMWOrcQ5PcLsjklTc+yYeQ6AOU73jdP8fAXAYJ3nTQAwwc3Ltg5mG4NBUuysoesbS8xughBCRJz1MmPeo+d/dhwYdA70wk1WnggDKXcihAhEuNebFkLrFbUYtDDG7B47CeyEEMLihkxehQ2HpNdEiEhQaHPsChPprxNCBMrbzDwhhDWYvd6418COiIqqhX4/UW/XJaJ+oW9aFJGhWCGEEKJQiISh2C8A5ABor97OgPuJC0KHhHVCCCFE4bByn7k5sUYCu9rM/DqAawDAzJcgsYpPpMNOCCGEKBz2nMw2df9GArurRFQEaj4gEdWG0oMnDJICxUIIIUThsGz3KVP3b6SO3XgAcwFUI6JvAXQAcG8oGxVtpMdOCCGEKBx2nTC3x85rYMfM84loPYB2UIZgRzOzueGoEEIIIYRw4TawI6JWTncdU79XJ6LqzLw+dM2KLtJhJ4QQQohw8NRjN0n9ngQgDcAmKDFKMwBrUTBLVgghhBBCWIDbyRPM3JWZu0LpqWvFzGnM3BpASyglT4QQQgghhIUYmRVbn5m32G4w81YADUPXpOgjkyeEEEIIEQ5GZsVuJqJPAXyj3r4LwObQNUkIIYQQQvjDSGB3H4CHAYxWby8D8GHIWhSFSLrshBBCCBEGXodimfkKM7/FzDerX28x85Vg7JyIehPRLiLaS0RjdB5PJKLv1cdXE1Gq5rFn1ft3EdGNRl9TCCGEECJaee2xI6IDUFed0GLmWoHsmIhiAbwPoCeAIwDWENEsZt6u2ewBAGeZuQ4RDQHwGoA7iKgRgCEAGgOoDGABEdVTn+PtNYUQQgghopKRodg0zc9JAAYDKB2EfbcBsJeZ9wMAEU0DMBCANggbCOBF9ecZAN4jZVxzIIBpzJwD4AAR7VVfDwZeUwghhBAiKhkZij2t+cpg5rcB9A3CvqsAOKy5fUS9T3cbZs4FcA5AGQ/PNfKaYScpdkIIIYQIByNDsdoVKGKg9OAZ6emzNCIaCWAkAFSvXj20+5K1J4QQQggRBkYCtEman3MBHABwexD2nQGgmuZ2VbgWPrZtc4SI4gCUBHDay3O9vSYAgJknA5gMAGlpaS45hEIIIYQQkcZIYPeALWfNhohqBmHfawDUVV8rA8pkiDudtpkFYDiAlQBuA7CImZmIZgGYSkRvQpk8URfA31CWPPP2mmHHrnNPhBBCCCGCzkhgNwNAK537WgeyY2bOJaJHAcwDEAvgc2beRkQvAVjLzLMAfAbga3VyxBkogRrU7aZDmRSRC2AUM+cBgN5rBtJOIYQQQohI4TawI6IGUMqJlCSiWzQPlYAyOzZgzDwHwByn+8Zpfr4CZRau3nNfAfCKkdcUQgghhCgMPPXY1QfQD0AKgP6a+7MBPBjCNkUdlpFYIYQQQoSB28COmWcCmElE7Zl5ZRjbJIQQQggh/OBpKPYZZn4dwJ1ENNT5cWZ+PKQtE0IIIYQQPvE0FLtD/b42HA0RQgghhBCB8TQU+6v6fUr4miOEEEIIIfzlaSj2V8B9ATZmHhCSFgkhhBBCCL94Gop9I2ytiHIs02KFEEIIEQaehmKX2n4mogQADaD04O1i5qthaJsQQgghhPCB15UniKgvgI8A7IOyZFdNIvoHM/8e6sYJIYQQQgjjjCwpNglAV2beCwBEVBvAbAAS2AkhhBBCWEiMgW2ybUGdaj+U1SeEEEIIIYSFGOmxW0tEcwBMh5JjNxjAGtv6scz8UwjbJ4QQQgghDDIS2CUBOAGgs3o7E0ARKOvHMgAJ7IQQQgghLMBrYMfM94WjIUIIIYQQIjBGZsXWBPAYgFTt9lKg2DgpY2cN793ZEu8v3ocdx86b3RQhhBBRqlxyoqn7NzJ54hcA6QDehTJD1vYlDKpepqjZTRAA+jWrjMolk8xuhijkKgXwGbyhTtkgtiRyVC8tx1AROcxelMBIYHeFmd9h5sXMvNT2FchOiag0Ec0noj3q91JuthuubrOHiIar9xUlotlEtJOIthHRRM329xJRJhFtVL9GBNLOYCmRFG92E4SOmmWLmd0EIXwSE0NmN8EU7H51SxEiEwY1wfaXbvTruYNbVw1ya6xpZKdaaF2jFCYPa+1wf9EEI9MXQsdIYPc/IhpPRO2JqJXtK8D9jgGwkJnrAlio3nZARKUBjAfQFkAbAOM1AeAbzNwAQEsAHYioj+ap3zNzC/Xr0wDbGRRyULIO0pwXzb6qCoaRnWq53JcqPcQRpUyxBI+Pf/1AGxRPVE4U0fCZFda355U+uLtdDSTEeg8RHu1ax+W+BzrWDEWzLOe5mxrix4evR90KyQ73N61S0qQWKYwEdk0BPAhgIgqGYQNdR3YggCnqz1MADNLZ5kYA85n5DDOfBTAfQG9mvsTMiwFAXdpsPYDCcXkg/Db9H+0dbk8e1joqwm29E/1j3eri7nbVPT5vQPPKoWqS8FHL6ikeH+9Yt5zDBUk0qZJSBPd38B4EEKL0F2BBfZtVQrwa0MUZCOwS4gq2aVBRCXDy8wsev/f6VKRP7IvPhqcFt6EmS4oveN9W+3QaCewGA6jFzJ2Zuav61S3A/VZg5mPqz8cBVNDZpgqAw5rbR9T77IgoBUrZlYWau28los1ENIOIqgXYzqCQi2zztalZGgAwOE35SDSuUhLJSeZ2lwfD0DauAVxMDBAX4/lfOy7Waoei6PZ0z3p4qmc9AK4ngTfvaOH9BdRjSLUoyzUb3b2ux8f/7+amWDe2R5haIwCgbvniDrd/fuR6LB/j/ZTfuHIJJMbHAnAcpapdTkl56d5Q7zQfueY83tH+s9UuvIwEdlsBpPj6wkS0gIi26nwN1G7HSpeDz6EPEcUB+A7AO8y8X737VwCpzNwMSg/fFA/PH0lEa4lobWZmpq+7FxHqxsYVkT6xL6qkFMHkYWn2g04kqVa6CABg07heqFWuuMvjBEKMj0eaF/s3CkrbhL5BLavgllZVXO6vklJENwe3SoryN76+dhmH+5/uWc8lnycS2S60OtYr6zFVpVWNFJQpbu4Mw8KuZfVS9s+jnuKJcdjxUm/8MqoDPrirFR7tWgeNKpWw5zC3r10w4ee2CMy9u79DTdzS0vV/V3vstaVK2JidfmUksEsBsJOI5hHRLPVrprcnMXMPZm6i8zUTwAkiqgQA6veTOi+RAUDb41ZVvc9mMoA9zPy2Zp+nmTlHvfkpALdHQGaezMxpzJxWrlw5b28nINJjFzxd6wfvb1U5pQhGdHTNUbO6P5/phvSJfVGyqPtJOe1qlda9//mbGuref2+HmujduGJQ2idcVS1VcGIkIntyuV78Pbx9DSwfo/yNpz7YzuGx+LgY9IqCv9P0f7RH+sS+qFSyCFrX0J07BwCo75S7JMz3ztCWDreHta+BIgmxiI+NQZWUIvjnjfVBRCiY51NwAmxbU/+4ZFXVSxfFuP6NvPaqlymeiJmjOuD125qFp2FeGAnsxgO4GcD/AXgTwBoArtmSvpkFYLj683AAeoHiPAC9iKiUOmmil3ofiGgCgJIAntA+wRYsqgYA2BFgO4XFaK/enXsz3DG7plC4EQG9GlfEy4OauDxWykOivpfRW+GnxpVLgIhQppjyORzZqRYe9zAEaeRiY/bjN9h//kdn61+c6H0Wbfo1q4yP7nadj/dwl9ogLz3PQ9tUwwQPry2CL9bpbxLvJg/P9rfTdmx4+3tazXcj23nfSNW8Woq9993d7yRcvO5dLW1yHkA/AF8C6AbgowD3OxFATyLaA6CHehtElEZEn6r7PQPgZSiB5BoALzHzGSKqCuB5AI0ArHcqa/K4WgJlE4DHAdwbYDuDQjrsgseWnAvApTdDq7wmmIummYRj+7r2uP33tmZ4/85W6NesksP9w9rVQPrEvg73lSyiHHjKJ7vWUpME9dB4aaASeBRJiEX6xL4Yfn2qz6/xdC8lP6+ImsPUuHLBrDtb7p6WlXq6vrzvOgxrV8PjNhVKOH4eK5ZIwgM3GJtZ2bNRdOVuRYtbWym90oXpwrpHw/L4R+daeLF/Y1Pb4TawI6J6apmTnVCKEx8CQOrkiXcD2ak6ZNqdmeuqQ7Zn1PvXMvMIzXafM3Md9esL9b4jzEzM3NC5rAkzP8vMjZm5udrOnYG0M1iiKbAwm20GXZyXel7aC8PEuNhQNims9HpzBqdVQ1+noE7PijHd0KNhebx1R3M81bMelv6ri8PjpYpJvcVQ0BtqTFRn1OnlSOq5t0NNpE/sq9sToPf5Ll/COifTZKccQueLDT1f3n8dynrIrathL+lDLkEhAIzp08D+80Oda6N5tRRDbRXeJcYZ6416qHMt7J7QBylFC0YJqpVyzNV7/85AK6dZS1xsDJ7t09DjyEhY2uHhsZ0A/gTQj5n3AgARPRmWVgnhRkwM4ddHb9C9CkyIjcHVPGWeva33qXxyIr4d0dbt69WrYOzEGkmchzsmDGqCjKzLqKwmQN/cUrmSrlHGceLIXW1r4JtVh8LTyEKufHISvrzvOrTSCfoK43Wgr0N0n997HbpPWopbdSak3Nm2Oh7qXBtnL13Fx0v3g8F4okdd3PfFmmA1t1Ca/2QnFE+KQ4XkJPy7dwO8NtdzvwkRISHO8e/atpZj+kzfZpUwamrQmxoS16WWQqsapTCsXQ3k5OZ7f4KJPIXetwA4BmAxEX1CRN1hvXItEaEQHqdDqmnVkqiosyzTX//uil5OwzIPd6mNVA8rTLSuUZDM+0I/ZWZonfKRGew91Lk2ShWNRwen3MO729XAv3s3cPOsArFOvaCROGM4knSpXz5oq9K4mywTKZwL4VZ2moWZ4jRRqHa54kif2Bdpqa7v+z8DlGGwlCIFvSbFTF4JIBrUrZCMSiWLICaG8HCX2iHZh7vJXVbww0PX49k+DVG1VFHUNtjTbha3gR0z/8LMQwA0ALAYykSF8kT0IRH1ClP7hDBkwws9Ub5EEl4e1AR3pFVDt4blfX4N24wto0MNVtOkSklsGNfLp/IQniagRFvNNDOkeZjxqeWpnIQRn997XUDPDyUjnXENKyXjhX6NsHZsD6RP7OsS8H5yT5o9YNOj/f25DFez9eqMWVnRhPCkrjzTuz4AoIum0kHbCL9AsQojkycuMvNUZu4PpeTIBgD/DnnLokgLye8ICr1lWga2UFZQsOU0VCiRhNdua2ZoKRwBfP1AW+ye0Mf7hgD+fKYrfnvsBu8bCrsZD19vaLuFT3dG6QDycoomxNnrGwLAwBauQ5RWRkR44IaabvPqKpRI8nnSSRE1j9FWNLew2TTOv/6Xe68Pz3Jgj3RRimsMirDPaiTw6ezHzGfV+m/dQ9WgaKSX3FsY/fFkp4Ce/6tOUPG/IS11k7Ftkwmu1xTH9KZBxWTc2qoq/jekhd9tjDSxMWRfEsg2Y9ZmXD/HosXVShdFE5PXQAzUzpd7o0mVEmY3w0VSfCyKJbpW7ffk9dua4aWBBb1Y2uHG0lE6Eea3x27Q/f+srtO7fGfbGniyRz080qU2UopE5+/DE091Lt1pUqWEwxJh4Wb1Ic5IId0aYfLTIwVX7nekWWKls7BKTopDvTCWYLgutTTSJ/ZF/YrG9xkXG4NJtzdHnfLWKRURThVKJDksk2N0xmYg/nymq+Ft9ZZP81VSGHpv/A0cfS03c3taNdzTPtV+O9Dh3FCxvasl/+yCFQaWpvKkSZWSur2RH+rUwUuIi8HoHnWRFB/rskh7NApGQObLxJ2XBjbGoBbBW3N6QPPKKJZorVzISB3Bl8AuTLQ5I4N0lieJdve091zHyqr0hn+jmbuJI74EYL7wJY/P39zHikHoMR/uw+fXdnKs4GPJkXH9GqFccqLuxCAj7ta00VYM2UpSyxZzmRQRLNqSGu68dmtTTP9He7ePN6sa+f/r8wMcFfHFPe1T8faQlt43dDKmTwN8dHfBolCS/xh8EtiFie3DW7VUEbQ3uGKCv6x25b7kn13wVE8lUbaBDz1oVvDzI8ZypKKdPxMprks1NnEg3CqW8P3/o2sD45NxmIF3h7bET4908GkfPRpVwJrne/hdd7Fr/YI21rTQjGarrDZwx3XV7WvU6rnRgku11fQwo1+PPz2Tn9+bZv85HL+DhzrXRu8m1vtdRxMJ7MIsHEn9ywMc7gCASYObB6ElitSyxeylNCKtRlechSZh7HnF2CSHYPO31p/RZPceDUO7coBzLetJtzcPaZ4dA+jfvLLlLrAC0aBiMm6oYzxfFQCaW7QHLNwXl9VKF8HEW5q6fdxTsOlLL6LRlTqcaUeTHu0a6Gqhwgqsc9YSlnKjXFEFzN8DrTvhWH/QOXF/94Q+Dnl3vujXzDH/5sX+jexLYmn526Hz48PXY9m/PA8Rz3q0g0uPUcki8ZjxkG89sdrXGHFDTSz+Zxe321bycyjVyuY+0QnfeCj0HUk8LUVo07leOa/bGFW3fLLnlQiCcLE7c1QHQ7UqvYnxsqJPKFnxmt8inc0+k8AuzKz44dUTqmXQIvUfxR/R8FYT4mKC1mtZpngipj7oGhx4+j1pc/76N3dcNq11jVKoXsbzEHGzqim69wcyiWJsv0a6Q2TlkhPx7tCWeOuOFn6/dqDmPdEJXz/QJmSfPecC4FZjpFBz6WIJusW3bcemcsmJmHJ/G7zYvxEmD2vtsl24OY/yeFtO0V+RWr8zlCJthMlG/pJhYuWTfHed/CGrfZ4jcU3BSlE0FKcVjJ4BLU/Bvm3SQnJSHFrXKG1onVHnqvhP9awXUPuMmju6I/o3r+xSNiac6ldMRse6vvc2eRoq1LLacUFr3dge+PK+Noa2/eAu7wHbvR1qopebnLPPhqdp1qv1jJk9Bggl1M/LyE61cIvOxLoOdbznZNvWHvbV493r2n+O9FJGooAEdiZ5d2hLhxpUvnK+utIb4nKmt76qTT8Di8iHwiMelqbRTt/vVM+3/B4rKJ4Ya6+nF00e7lIblQ0ON77gVAtPb7amxzIfatRn9CQKKIHn+P6NMHOUMnnh1tZVDT83EL6s+BFqenHEO0Pdz2C8tXVVQzPXm1Q2fvJ/844WuKVVFTSpHJ66gWWKJxruidUrg2QLyO/rkOr1+TXKFMWzfYJzgfPf25rhhX6N8GyfBuigk8foKQhdN7YHXrm5CRpU9Pw7XvBUZ937PZ0TwsVWu66th1xDf/39XOEsuSuBXZjYDhq2GbH9m1cOqK7bL6McZ9yVTfY83X9sX/dr8DGAV29panj5o0BorxABz701SWpgV69CcSQHaU3NcPK1LpkVGB16MDo865xnWL1MUTR3WoklFMPz93Wo6bIfXzzZox52vtzb45JrkaZqKc89yEZWq9BOOvnXjfU9XpjVLlccb97ewlITkPTYJlMkxcUifWJf+4oIntQpnxyUepdVSxVBqWIJeOCGmm5nDxdJiHXbC1ymeCLuaus9IK9TvjjiY615PGpSpSRWPdsdd7V1rFPZKQh5juW9lDr61kveaKSmDln7Py6KlCmeiKX/6uJxvUNfFE2I1a227szWs+et5yg5KR7P3lRwBeprboHRHpWbmlZC+sS+mDayHf4zoLHH4OeWVlXRqnoKptxvbHhFhE8ghUTrq7NsbSdUqx08yxZPtBe2jdXkM5UtnuBy8okmrX28sHuwYy08E+RheTP4O3TuruajL/7vZschcOfDrq2HNBg5z6llXPMKq3kJ9sOlYskkl8C2SkroJyFFag6dNxLYhVGNMsUcZjY6n8+e6FEXIzvVMvx63vJiOtcrh3a1lB4HT7WxbO1oXUPTFR6kD/xgN8Ng7WqVwfDrU3FXu+puyw+kFI3HT490QKWS1jj4+MxiAUswJWiu/v98pivapCqfnedvUnqGyxsY4rlXLYfiKbg341foLtBcO7YnXrnZWC6aFaUUiceMh9wX6DVCeyK0JfGveb4HGlRMRtni/q91aybbWwrGBcYjXWqjR0PjNQ89rRbx++iOGNExtOu2dqlvvK3hFo5VYqKVKYEdEZUmovlEtEf9rnupSETD1W32ENFwzf1LiGgXEW1Uv8qr9ycS0fdEtJeIVhNRapjeUlA83KU2WlV3/FU87SHx+/o6ZTFV05X8WLc69h665WO64eNhrfHenS3x3YPtULpYAm5SS5gYWcjd6HqVNs7tBoC9r/TB67c18/i8SiWLYO4T+tXSI/lqqkfDCujbNPLy62LUs5u3wqgvDWxi/7la6aL2HltfljWyn0gtEgCPdkoTiCYjbqiJWuWKo6XT/+lf/+6KNwY397mUTvcG5e2lMcolJ0Z0ORTbRYi7wM6XWajP9G6AT4df53DfhJubwt2VsvMxTtsz17BSCd3h2WDlxdl6o20jP8FcHiwYgn38d177OpqZ1WM3BsBCZq4LYKF62wERlQYwHkBbAG0AjHcKAO9i5hbq10n1vgcAnGXmOgDeAvBaKN9EoIxUZHd3RVVBzR2oonalEwhP96qPXROUIrZVUoogKT4WyUnx9ry+F/o1wvoXegZl9pPz7ES9q/W42BjLVJ33R3IAw42fDk+z3LqHRiTExeDbEW3x08Oe67yVcfp7j+3XCE/0qIuefpTD8PQJMTIpKFj8HWa9sXEFyxV2df6dtqieortd1VJFcZsPk0s8nWu9JfBbVWwIa7d1a1Der0LVt7bS/5uM69cIP6i9rn2CVGu0fIkk7H2lD+5uF3nLPpZIcj3G6pWyAYBaOvd768CIxDxpADDrzDMQQBf15ykAlgD4t9M2NwKYz8xnAICI5gPoDeA7L6/7ovrzDADvERFxqIqyBai0p6KVKr0P3i+jOvjVTR0XG6O7T3e/nC/vuw67T2Tj/+bs9Pi6RobdIs2mcb0Q6ybZuFGlEth+7HyYWxQ+ejPzvClZJB5P9KiH4+euAHDs/UhOikP2lVz77Ddn7oL/Z/s00J1g9PLAxjh98arL/RNvaYo/tp/wue2B+nhYmveNwszdZCPtb7p+AJO3vF2vhWOFnWAz4yTu63Xvra2qomTReGz7z41u6869O7Sl/TifFB/jNnDXnhatPsHFnbVje6Le2N8NbVs8Ai+0/WXWX7MCMx9Tfz4OQO8yvwqAw5rbR9T7bL5Qh2FfoIIzg/05zJwL4BwA3WltRDSSiNYS0drMzMwA3or/nJNvmYHrDdQsCodiiXHoUr88RnZyP+vNJp8Lus1LJMXZc6d8obd0jpnReMmi8W4PBD6tw6m+iebVUjCqq/ffpTOrJuu7C8Zi1COKNrDYPL4X1o7tgUY+lr0Y0KIyktT6XOWTCxKph7VPxRM9XFMUhrSpjs/vvc7lfiMe715X9/P2UGflb9Y0wmt86QUtP4/yfR1ko9fI7sprWMnYvg3x66Pe01Ju8pBS8ffz3bHEwyokvurRsAJqlS2Gh7s45lo7/9aLJca5Dcb6N69svzjb+XIfTBik5IU+3cvxf8aSvR0+0uv4sB2bnEst+bLedYUSkd1ZEbLAjogWENFWna+B2u3U3jRfP2N3MXNTAB3Vr2G+to+ZJzNzGjOnlSsXvOVjAlXCx7IeweiL1DtF+5ZzU9CIx7rVxYsDGhsqJKs169EbcHua05WlNTta7dxdMVcr7Tr08mDHmniwo/GJMTaRlqxfPjkJ4/s3cpjJTEQo66HGm/NI2MhOtdCxblmUT05C3QrJmDS4Od66vUXQ23rg1Zvs+abaST7a5nSoUxbpE/vq9nQn6wwDWZ02Hi+aEEj7PXc1eVsRxApGdKyFplVLej3MvDG4OdY838NeF1GrfHISUj3ko/o6WFSqWAIW/bOL+1IqAXQq9m5SCe8MbYl3PdQzjFTaOqy24dku9a1zXg+3kB2ZmLmHu8eI6AQRVWLmY0RUCcBJnc0yUDBcCwBVoQzZgpkz1O/ZRDQVSg7eV+pzqgE4QkRxAEoCOB34uzFPqaKuJ5RgDxgEGj4FK/5ySSQOzssGXf0KyZiNY24fv/f64MxkM3HZxoDc18Hz+69aSjnp24oVO7/NZ/s0cOgRDFWBYSJCkyol7RchJ85f8en5q57tjtx8q35Kha/cDYsmxMWgXHJiQJMW3B0jw/0vPqB5ZeTnMx77bkOY9+w7I+W8mIEdL/VGQlwMftusHJM/vLs1ft10FLWcAm4j56kqKUXQpmZpDG1THe8t3muJAs7+MGsodhYA2yzX4QBm6mwzD0AvIiqlTproBWAeEcURUVkAIKJ4AP0AbNV53dsALLJqfp3NW3c0d7mvhVpYdUyfBl67j60wN8HjAtdRpl+zSh5LEBRNiLUvg+XM1zwWf3LdwiWQj90jXWrj03vS0F0tC+HcmxcpE26KJcaZunyYPwL93Vr6YOon20zuQCZRXF+7jO5M8kj5LFuR0ZSeIgmO9SYrlEjCiI61DP3unaOD5WO64a07WqBNzdL46v42IZ1YE0pmjSVMBDCdiB4AcBDA7QBARGkAHmLmEcx8hoheBrBGfc5L6n3FoAR48QBiASwA8Im6zWcAviaivQDOABgSvrfkn871XGe9fvVAG3yz6iBG+jF0Z4aSReLxj861sf/URdyeVs3s5oRUi2op9pIgeoa2qe42gCueGIfvHmyHJbtO4uNl+0PVRMuLi41BD83sWaUExwHzGqSy9iVgePRvXhk3t6yM+79cC0CZKKSXWhBN8crYvg1RpngCertZF9aIqQ+2C2KLQsv2t2tUydqzmGNiCPGxhGt57v8xffmf1cvHi9Z/eVMCO2Y+DcBlETdmXgtghOb25wA+d9rmIgDdxfOY+QqAwUFtbIhpj48FExDiPS5roz2oBvtk9HTPeriQk+vTc5gZ5ZIT/U5ct7+Oy+sG9HKG3Z5WFdPXHvG6XZvU0m7LENg4n++cDybta5dB25qlMaJjLVz3ygJfm2oZVjqx925cERsPZwXt9az03oLF6Htyzr+aM7qjw23bzOaubsowzRzVAVeu5fneQBOlFE3As33cL7kYCCsOGBERfnioPeq4maVuJVtevBF5+YzG4+f5/Rqv3NwE7yzc43L/r4/egDOXXGfXR4PIy/4VugI5GWmf+piHIq1j+jTAxN93uiSShyrNyNciyf56/bbmeP021yFxZ9PV+lH+nLi0sxJjYihiczec2WatBiLQQOqjYe4XSReKlKKOQ8btavm34Hqd8sWxaXwv3fphAAJanzcaBe0IFuRD4XWp/v39wy0pPhb5Bk8wSfExuHIt3+X+u9rWwF1ta+Bo1mWH+8sUT5DAToSe0UDG1yrx3vdrzEOda2Ngi8r22XR3ta2Ob1cfshdJDlT3BuUxY11Bz5kFL3YdFEuMQ05ucA4MMQTc0z4VX65ID8rrhZptUo9tCbFAhKuDzJelnqKN9mJswVOdUamk/+twRlpeoRWUcTMr3NccvGjsTfZX32aVHC4sFz7dBYdOXzL8fO3v8rrUUpg0uEUQW2cuCexM5ss/anJiHLJzch0OrOGOfbTrtl6XWhrfrj7k05I7nvSJkCW4kuJjMbZvQ3RtUB5Ld2UiLbUUDp+5jFFT1+OGuv5NeEhLLY0XBzSOmMAuKT7W55I27mj/B+5xM/EkUJvG9wrrKhZW0qhSCYcF4I0sXv/76I4+LQ8nPGtTszTapJbG3+lnzG5KxHF3jnz/zlYOt6ukFPF5lQ/bUHlSfGxElOgxSgI7k2kT7b31UP13cDOM/WWbbk2waLmQK1U0HmcvXTO7GV6NUCe22HKOmlVNQfeGvf1aEeSlgY3Rp0lkBLWhoXx6ezWq4LAGbTAZ6WUqlhirtiM4SzVZhXOenBENLZ5YH4luaVXFJbAzOvgyrn8jjJ+1DUULwcXJ9yPbeZyN6m1ChTuenhFts5clsDOZL8uc9G5SCb2DFABsebEXmr74BwBlgfBABHPI9NsR7XDTO38CANrWssYqHEb5E9QByhBsYWY7ppo98p6cFI81z/dAqaIy1CiC7/a0aiiWGIf3F+/FzuPZ6NmoAlpVL+X9iQAGp1XD4CivOGDj7bg/5/GOWLEvosvThpwEdhZQNCEWl66GdyZZclI8Zj9+A777+xDa1/YvgArFRU6jyiWQPrEvLubkolgUrO03qEUVzNly3PCSVAuf7owV+07jhV+2et84SljpWjlaJrWI0GhQMRmtahgLxpzFxBD6N6+Ms5euYtzMbXjt1mZR11MUCs6/o7oVklHXj3WOnXs7mc2/mAyVyD9zFnLFEpQPqz9DJ40rl7SvI+gPWwJ9ZR/zGoyIhqAOAHo1ruhTLlrtcsVRsUQSpv19CGP6NAhhy6yja4PyuLtddTzezf2MbCGsYO4TnQxtN7JTLUxeth/D2rnmjN7TPrXQ99L7K5B1eUsVS8Dvozvizk9WuaT7RFt4HR1nzwhn+1D5c/VQvkQSZjzU3ucF1oOhY92y+OjuVujWoIL3jYVhxRLjMPtx3/OiIlV8bExAFxhCWM1zNzXEc0GYMS4ceVqX14iGlUqoKTNqYBelXXYS2FmAravZUzHLAc0ru30szaSaREQUtJy/wmjFmG7Ik7VGhRDCVNE2Ii6BXQQIVlkJ4Z8eDctjwY6TQX/dUAxhCyGEKNwksBPCi4+HpUnPmhBCmOTtO1rgZPYVs5sRMSSwE169dmtTfLBkn9nNME1sDHmsqySEECJ0BrWsYnYTIoqUFreAf3RSit0mxlmz+OQd11XH0n91NbsZQgg/WHEheiFE6EiPnQU81r0uHusupR6Ee4myvJMQQgRMe53TtKpSX/T+DoEV6bcaCeyEsLgVY7oV2nVOhRAiFIiAssUTo3JyogR2QliczJ4VgWCOvnIOQgQqmjMUTBnfIaLSRDSfiPao33XXaCGi4eo2e4houHpfMhFt1HydIqK31cfuJaJMzWMjwvi2hBDCMiSYE8JVYfi/MCtxZwyAhcxcF8BC9bYDIioNYDyAtgDaABhPRKWYOZuZW9i+ABwE8JPmqd9rHv805O9ECCEs6O62rstZCSGin1mB3UAAU9SfpwAYpLPNjQDmM/MZZj4LYD6A3toNiKgegPIA/gxdU4UQIvL8Z0Bj7JrQGzFSqkeIQsWswK4CMx9Tfz4OQG+x0SoADmtuH1Hv0xoCpYdOO1p+KxFtJqIZRFTNXQOIaCQRrSWitZmZmX68BSGEsK6YGLJsCSUhROiELLAjogVEtFXna6B2OzUo8zeNcQiA7zS3fwWQyszNoPTwTdF9lrLfycycxsxp5cqV83P3QgghhBDWEbJZsczcw91jRHSCiCox8zEiqgRAbyHODABdNLerAliieY3mAOKYeZ1mn6c1238K4HX/Wi+EEEIIEXnMGoqdBWC4+vNwADN1tpkHoBcRlVJnzfZS77MZCsfeOqhBos0AADuC1mIhhBBCCIszq47dRADTiegBKLNabwcAIkoD8BAzj2DmM0T0MoA16nNeYuYzmte4HcBNTq/7OBENAJAL4AyAe0P4HoQQQgghLMWUwE4dMu2uc/9aACM0tz8H8Lmb16ilc9+zAJ4NXkuFEEIIISKHLEAphBBCCBElJLATQgghRKEwuHVVAECJIvEmtyR0ZK1YIYQQQhQKT/ash1Hd6kR1jUfpsRNCCCFEoUAU/YW7JbATQgghhIgSEtgJIYQQQkQJCeyEEEIIIaKEBHZCCCGEEFFCAjshhBBCiChBzGx2G0xHRJlQljYLpbIAToV4H8J38nexHvmbWJP8XaxH/ibWFI6/Sw1mLqf3gAR2YUJEa5k5zex2CEfyd7Ee+ZtYk/xdrEf+JtZk9t9FhmKFEEIIIaKEBHZCCCGEEFFCArvwmWx2A4Qu+btYj/xNrEn+LtYjfxNrMvXvIjl2QgghhBBRQnrshBBCCCGihAR2YUBEvYloFxHtJaIxZrensCOiakS0mIi2E9E2IhptdptEASKKJaINRPSb2W0RABGlENEMItpJRDuIqL3ZbRIAET2pHr+2EtF3RJRkdpsKIyL6nIhOEtFWzX2liWg+Ee1Rv5cKZ5sksAsxIooF8D6APgAaARhKRI3MbVWhlwvgaWZuBKAdgFHyN7GU0QB2mN0IYfc/AHOZuQGA5pC/jemIqAqAxwGkMXMTALEAhpjbqkLrSwC9ne4bA2AhM9cFsFC9HTYS2IVeGwB7mXk/M18FMA3AQJPbVKgx8zFmXq/+nA3lRFXF3FYJACCiqgD6AvjU7LYIgIhKAugE4DMAYOarzJxlaqOETRyAIkQUB6AogKMmt6dQYuZlAM443T0QwBT15ykABoWzTRLYhV4VAIc1t49AggjLIKJUAC0BrDa5KULxNoBnAOSb3A6hqAkgE8AX6vD4p0RUzOxGFXbMnAHgDQCHABwDcI6Z/zC3VUKjAjMfU38+DqBCOHcugZ0otIioOIAfATzBzOfNbk9hR0T9AJxk5nVmt0XYxQFoBeBDZm4J4CLCPKwkXKk5WwOhBN6VARQjorvNbZXQw0rpkbCWH5HALvQyAFTT3K6q3idMRETxUIK6b5n5J7PbIwAAHQAMIKJ0KCkL3YjoG3ObVOgdAXCEmW092jOgBHrCXD0AHGDmTGa+BuAnANeb3CZR4AQRVQIA9fvJcO5cArvQWwOgLhHVJKIEKAmus0xuU6FGRAQlZ2gHM79pdnuEgpmfZeaqzJwK5f9kETNLL4SJmPk4gMNEVF+9qzuA7SY2SSgOAWhHREXV41l3yKQWK5kFYLj683AAM8O587hw7qwwYuZcInoUwDwoM5c+Z+ZtJjersOsAYBiALUS0Ub3vOWaeY16ThLCsxwB8q16Y7gdwn8ntKfSYeTURzQCwHsos/w2QVShMQUTfAegCoCwRHQEwHsBEANOJ6AEABwHcHtY2ycoTQgghhBDRQYZihRBCCCGihAR2QgghhBBRQgI7IYQQQogoIYGdEEIIIUSUkMBOCCGEECJKSGAnhBAGEVEZItqofh0nogz15wtE9IHZ7RNCCCl3IoQQfiCiFwFcYOY3zG6LEELYSI+dEEIEiIi6ENFv6s8vEtEUIvqTiA4S0S1E9DoRbSGiuepydiCi1kS0lIjWEdE82xJEQggRCAnshBAi+GoD6AZgAIBvACxm5qYALgPoqwZ37wK4jZlbA/gcwCtmNVYIET1kSTEhhAi+35n5GhFtgbKU4Fz1/i0AUgHUB9AEwHxlqU/EAjhmQjuFEFFGAjshhAi+HABg5nwiusYFycz5UI67BGAbM7c3q4FCiOgkQ7FCCBF+uwCUI6L2AEBE8UTU2OQ2CSGigAR2QggRZsx8FcBtAF4jok0ANgK43tRGCSGigpQ7EUIIIYSIEtJjJ4QQQggRJSSwE0IIIYSIEhLYCSGEEEJECQnshBBCCCGihAR2QgghhBBRQgI7IYQQQogoIYGdEEIIIUSUkMBOCCGEECJK/D/5eteYhjDaXgAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 720x216 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "y = load_data(PATH,MACHINE+MACHINE_NAME)\n",
    "plot_raw_signal(y,MACHINE_NAME)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "id": "83a2ed62-e8e1-42c4-b5b5-40b726e9f2d9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "                <audio  controls=\"controls\" >\n",
       "                    <source src=\"data:audio/wav;base64,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\" type=\"audio/wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "execution_count": 75,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Audio(data=y,rate=SR)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1478677a-661e-4835-9176-c5932d35a7f7",
   "metadata": {},
   "source": [
    "# Short Time Fourier Transform (STFT)\n",
    "\n",
    "Another represention of a time series can be on the Fourrier domain.\n",
    "(Reminder : The Fourier transform (FT) is a mathematical transform that decomposes functions depending on time into functions depending on temporal frequency)\n",
    "\n",
    "The Short Time Fourier Transform (STFT) is a method used to analyze the frequency content of signals that vary over time. Unlike the Fourier Transform, which provides a global representation of the signal in the frequency domain, the STFT offers a time-localized frequency representation. This attribute makes it particularly useful for examining non-stationary signals, where the frequency content changes over time.\n",
    "\n",
    "## Key Concepts of STFT\n",
    "\n",
    "- **Windowing:** The signal is multiplied by a window function (e.g., Hamming or Hanning window) of a certain length. This window is slid across the signal to produce overlapping segments, allowing the analysis of the signal in small chunks.\n",
    "  \n",
    "- **Fourier Transform:** For each windowed segment, the Fourier Transform is computed, yielding a frequency spectrum for that segment. This process is repeated across the signal to capture the varying frequency content over time.\n",
    "\n",
    "- **Time-Frequency Representation:** The result of the STFT is a 2D representation, where one axis represents time (based on the position of the window) and the other represents frequency. The magnitude or power of the result indicates the strength of each frequency component at each point in time.\n",
    "\n",
    "## Parameters\n",
    "\n",
    "1. **Window Length:** Determines the size of the window. A longer window provides better frequency resolution but poorer time resolution, and vice versa.\n",
    "   \n",
    "2. **Hop Length (or Overlap):** The amount by which the window is shifted for the next segment. A common practice is to have a 50% overlap between consecutive windows.\n",
    "\n",
    "3. **Window Function:** The shape of the window used to segment the signal. Common window functions include Hanning, Hamming, Blackman, etc. The choice of window affects the leakage and sidelobe properties of the resulting spectrum.\n",
    "\n",
    "## Computing STFT with `librosa`\n",
    "\n",
    "To compute the STFT using `librosa`, you can use the `librosa.stft()` function, which applies these principles and returns the time-frequency representation of the signal.\n",
    "\n",
    "* Compute the short time fourier transform of \"y\" using e.g. function ```librosa.stft()``` function.</li>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "343ceecc-7ab6-4305-8434-7904780779d1",
   "metadata": {},
   "source": [
    "The `librosa.stft()` function is a powerful tool for conducting Short Time Fourier Transform (STFT) analysis on audio signals. Here's a breakdown of its parameters and output:\n",
    "\n",
    "## Parameters\n",
    "\n",
    "- `y`: The input audio signal, typically a 1D array of amplitude values.\n",
    "- `n_fft`: The number of data points used in each block for the FFT (Fast Fourier Transform). By default, this is set to 1600. It determines the frequency resolution of the STFT.\n",
    "- `hop_length`: The number of samples between successive frames. This parameter controls the time resolution of the STFT by determining how much the window shifts for the next chunk of data. It's also set to a default of 1600.\n",
    "- `sr`: The sampling rate of the audio signal, indicating how many samples of the audio are taken per second. This parameter is crucial for interpreting the time scale of the STFT.\n",
    "\n",
    "## Output: `x`\n",
    "\n",
    "- `x` is a 2D complex-valued array resulting from the STFT. Its dimensions and values carry significant information:\n",
    "    - **Rows:** Represent half of `n_fft` plus one, corresponding to the frequency bins.\n",
    "    - **Columns:** Determined by the audio length and `hop_length`, representing the time frames.\n",
    "    - **Values:** Each entry in `x` gives the amplitude and phase information for a frequency at a specific time.\n",
    "\n",
    "## Visualization Techniques\n",
    "\n",
    "1. **Magnitude on a Logarithmic Scale:** The magnitude of the STFT (`np.abs(x)`) is often visualized on a logarithmic scale, with time on the x-axis and frequency on the y-axis. This approach highlights the intensity of different frequencies over time.\n",
    "\n",
    "2. **Decibel Conversion:** To convert the magnitude of the STFT to decibels (dB), you can use the formula `20 * np.log10(np.abs(x) + epsilon)`. This formula converts the amplitude information into a logarithmic scale, making it easier to interpret the loudness of different frequencies. The term `epsilon` is a small constant added to avoid taking the log of zero, ensuring numerical stability.\n",
    "\n",
    "These visualization techniques are essential for analyzing the frequency content of audio signals over time, providing insights into their characteristics and behavior.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 76,
   "id": "603547ea-9b9f-47ea-9608-44d59af28868",
   "metadata": {},
   "outputs": [],
   "source": [
    "##complete the function for ploting the Spectrogram using the short fourier transform of an audio file \n",
    "def plot_spectrogram(y,key, n_fft=1600, hop_length=800):\n",
    "    x=librosa.stft(y,n_fft=n_fft,hop_length=hop_length)\n",
    "    fig, axs = plt.subplots()\n",
    "    librosa.display.specshow(20*np.log10(np.abs(x)+epsilon),sr=SR,hop_length=hop_length,x_axis=\"time\",y_axis=\"linear\",ax=axs)\n",
    "    axs.set_title(f'Spectrogram: {key}')\n",
    "    plt.show"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 77,
   "id": "bd12a0ef-cff4-4d6a-b786-d9c2206a7a58",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 720x216 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot_spectrogram(y,MACHINE_NAME)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d28b1dce-74a7-4e81-ab76-039f561b2aaa",
   "metadata": {},
   "source": [
    "# Mel Spectrogram Representation\n",
    "\n",
    "Another representation of a time series in the Fourier domain is through the Mel spectrogram representation. This visual representation of the frequency content of a signal varies with time, but it incorporates the Mel scale, a perceptual scale of pitches that approximates the human ear's response to different frequencies.\n",
    "\n",
    "## Mel Scale\n",
    "\n",
    "The human ear perceives frequencies in a non-linear manner, with a greater resolution at lower frequencies than at higher frequencies. The Mel scale was developed to mimic this perceptual characteristic, making it particularly useful for audio analysis and processing tasks where human hearing perception is relevant.\n",
    "\n",
    "## Mel Spectrogram\n",
    "\n",
    "To compute a Mel spectrogram, you start by calculating the spectrogram of a signal. Then, the frequencies of this spectrogram are grouped into Mel frequency bands. This grouping effectively warps the frequency scale to align more closely with human hearing.\n",
    "\n",
    "## Computing Mel Spectrogram with `librosa`\n",
    "\n",
    "The `librosa.feature.melspectrogram()` function is used to compute the Mel spectrogram of an audio signal."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "id": "c2184f1b-e02c-4114-85ad-1083594ee5fe",
   "metadata": {},
   "outputs": [],
   "source": [
    "##complete the function for ploting the MEL-Spectrogram \n",
    "def plot_mel_spectrogram(y,key, n_fft=1600, hop_length=1600):\n",
    "    x=librosa.feature.melspectrogram(y=y,sr=SR,n_fft=n_fft,hop_length=hop_length)\n",
    "    fig, axs = plt.subplots()\n",
    "    librosa.display.specshow(20*np.log10(np.abs(x)+epsilon),sr=SR,hop_length=hop_length,x_axis=\"time\",y_axis=\"mel\",ax=axs)\n",
    "    axs.set_title(f'Mel-Spectrogram: {key}')\n",
    "    plt.show"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 79,
   "id": "ad00d641-d2ee-41a3-a7fc-094cd482d67d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 720x216 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot_mel_spectrogram(y,MACHINE_NAME)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "67e18d69-2da7-48ab-846c-e8b2291694d1",
   "metadata": {},
   "source": [
    "## Exercise 2: Compute some statistics of the signal"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "dbb3ff7a-edb8-46f5-892d-4801e7cc2c25",
   "metadata": {},
   "source": [
    "A signal can be summarize by some statistical moments. These set of features could be usefull for machine-learning."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "62f2924f-65ad-45c2-adab-32dfb11f3dbf",
   "metadata": {},
   "source": [
    "* Compute the mean of \"y\" using e.g. function ```np.mean()``` function.</li>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 80,
   "id": "582d62cf-0897-47e7-b29c-946640705c8b",
   "metadata": {},
   "outputs": [],
   "source": [
    "##complete the function to return the mean of the signal\n",
    "def mean_signal(y):\n",
    "    mean = np.mean(y)\n",
    "    return mean"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d35e5d65-c71f-4fda-9eef-9fc3bd65d2c7",
   "metadata": {},
   "source": [
    "* Compute the standard-deviation of \"y\" using e.g. function ```np.std()``` function.</li>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 81,
   "id": "db9d3db2-b1d3-40f3-82e9-bdb87d9e9619",
   "metadata": {},
   "outputs": [],
   "source": [
    "##complete the function to return the mean of the signal\n",
    "def std_signal(y):\n",
    "    std = np.std(y)\n",
    "    return std"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a9cdbbed-5d06-4c19-89b2-5346a6f8a89a",
   "metadata": {},
   "source": [
    "* Compute the pic to pic variation of \"y\" using e.g. function ```np.min()```  and ```np.max()``` function.</li>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "id": "cbdeb1a0-bcfb-4114-99dc-0e66dcc481b0",
   "metadata": {},
   "outputs": [],
   "source": [
    "##complete the function to distance between the min and max value of the signal\n",
    "def pic_2_pic_signal(y):\n",
    "    min_value = y.min()\n",
    "    max_value = y.max()\n",
    "    pic_2_pic = max_value - min_value\n",
    "    return pic_2_pic"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3c9d43f5-297a-4fda-aa7b-6ce23f8abc7b",
   "metadata": {},
   "source": [
    "* Compute the third moment of \"y\" using e.g. function ```scipy.stats.skew()``` function.</li>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 83,
   "id": "10de2f8d-a32e-4eb7-86d3-5c47cfeff382",
   "metadata": {},
   "outputs": [],
   "source": [
    "def asymetry_signal(y):\n",
    "    asymetry = skew(y)\n",
    "    return asymetry"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "776b9fb6-f4e5-4290-b92e-c30bc93658cf",
   "metadata": {},
   "source": [
    "* Compute the fourth moment of \"y\" using e.g. function ```scipy.stats.kurtosis()``` function.</li>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "id": "3e57e5c3-57d4-4755-b6b7-ec1a52814198",
   "metadata": {},
   "outputs": [],
   "source": [
    "def kurtosis_signal(y):\n",
    "    kurt = kurtosis(y)\n",
    "    return kurt"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6b345582-ca11-45a1-86a6-26348609e257",
   "metadata": {},
   "source": [
    "* Compute and plot the histogram of \"y\" using e.g. function ```plt.hist()``` function.</li>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "id": "ffa41a14-d24b-493d-a8e1-e7f621c92b48",
   "metadata": {},
   "outputs": [],
   "source": [
    "def plot_hist_signal(y,key):\n",
    "    fig, axs = plt.subplots()\n",
    "    axs.set_title(f'Histogram: {key}')\n",
    "    plt.hist(y, bins=100)\n",
    "    axs.set_xlabel(\"Bins\")\n",
    "    axs.set_ylabel(\"Count\")\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "138b7ec4-fff1-48da-bd9f-2972151b473b",
   "metadata": {},
   "source": [
    "## Exercise 3: Connected Components"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a0c20562-5a6f-442e-82ca-3f4d4e06b3a7",
   "metadata": {},
   "source": [
    "Computing some statistical moments of a signal is also often a first step for the further analysis. Here our goal is to compute the different sifnal properties in order to distinguish the normal signals from abnormal signal."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 86,
   "id": "cf0fc92d-b4d6-4249-8f65-0ff341acf189",
   "metadata": {},
   "outputs": [],
   "source": [
    "data =  {\"1\":load_data(PATH,MACHINE+'_1'),\"2\":load_data(PATH,MACHINE+'_2'),\n",
    "              \"anomaly\":load_data(PATH,MACHINE+'_anomaly')}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 87,
   "id": "7fe3c6dc-e9dc-4595-ad00-5a91a8037593",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 720x216 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAnYAAADgCAYAAACO9CuOAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAABKvUlEQVR4nO3ddZhUZfsH8O+9u3R3wyLdCCtlkCKIiq1YmNj96ouFiqDY/mwpRcV6RQUFRNqilu7ubpZY2Lh/f8yZ4Uz3nNmZ7+e69tqdM2dm7tmJc5/nuZ/nEVUFERERERV8KVYHQERERESRwcSOiIiIKEEwsSMiIiJKEEzsiIiIiBIEEzsiIiKiBMHEjoiIiChBMLEjInIhIjeLyB8xeJwuIrIj2o9DRMmDiR0RJSURuUBE/hWRoyJySET+EZHzAEBVx6pqT6tjNBORyiLyrYjsMmL+R0TaWx0XEcUXJnZElHREpDSA3wB8AKA8gBoAXgZw2sq4/CgJYAGAtrDFPAbARBEpaWlURBRXmNgRUTJqCACq+q2q5qnqKVX9Q1WXAYCI3C4if9t3FpGeIrLWaCn7WERmi8jd5n1F5C0ROSwim0Wkt+m2d4jIahHJEpFNInJvKAGr6iZVfUdVdxsxDwdQGECjcP4RRJRYmNgRUTJaByBPRMaISG8RKedtRxGpCOBHAM8AqABgLYBOLru1N7ZXBPAGgFEiIsZ1+wBcBqA0gDsAvCsibbw81sci8nEgT0BEWsOW2G0IZH8iSg5M7Igo6ajqMQAXAFAAIwDsF5EJIlLFw+6XAlipqj+pai6A9wHscdlnq6qOUNU82LpIqwGoYjzWRFXdqDazAfwB4EIvcT2gqg/4i9/oSv4KwMuqejSQ50xEyYGJHRElJVVdraq3q2pNAM0BVAfwnoddqwPYbrqdAnAdybrHdP1J48+SAGC0CM41BmgcgS1RrBhq3CJSDMCvAOaq6muh3g8RJSYmdkSU9FR1DYAvYEvwXO0GUNN+wehirelhPzciUgTAOABvAaiiqmUBTAIgvm7n5/5+gS2xDKlWj4gSGxM7Iko6ItJYRJ4UkZrG5VoA+gGY62H3iQBaiMiVIpIG4EEAVQN8qMIAigDYDyDXGFQR0jQqIlIItlq/UwD6q2p+KPdDRImNiR0RJaMs2AY8zBORE7AldCsAPOm6o6oeAHAdbIMiDgJoCiATAUyNoqpZAB4B8AOAwwBuAjDB2/4i8qmIfOrl6k6wDcLoCeCIiBw3fjzW6xFRchJbuQgREQVCRFJg6wq9WVVnWh0PEZEZW+yIiPwQkUtEpKxR4/YsbDVynrptiYgsxcSOiMi/jgA2AjgA4HIAV6rqKWtDIiJyx65YIiIiogTBFjsiIiKiBMHEjoiIiChBpFkdQDyoWLGipqenWx0GERERkV8LFy48oKqVPF3HxA5Aeno6MjMzrQ6DiIiIyC8R2ertOnbFEhERESUIJnZERERECYKJHREREVGCYGJHRERElCCY2BEREVHCys9XfDhjPY5l51gdSkwwsSMiIqKENXX1Xrz1xzoM+W2V1aHEBBM7IiIiSlhncvMBACfO5FkcSWwwsSMiIiJKEEzsiIiIiBIEEzsiIiKiBGFpYicivURkrYhsEJGBHq4vIiLfG9fPE5F0Y/vNIrLE9JMvIq2N62YZ92m/rnJsnxURERGRNSxL7EQkFcBHAHoDaAqgn4g0ddntLgCHVbU+gHcBvA4AqjpWVVuramsAtwLYrKpLTLe72X69qu6L8lMhIiIiigtWtti1A7BBVTep6hkA3wHo67JPXwBjjL9/BNBdRMRln37GbYmIiIiSmpWJXQ0A202XdxjbPO6jqrkAjgKo4LLPDQC+ddn2udEN+4KHRJCIiIgoIRXowRMi0h7ASVVdYdp8s6q2AHCh8XOrl9sOEJFMEcncv39/DKIlIiIiii4rE7udAGqZLtc0tnncR0TSAJQBcNB0/Y1waa1T1Z3G7ywA38DW5etGVYeraoaqZlSqVCmMp0FEREQUH6xM7BYAaCAidUWkMGxJ2gSXfSYA6G/8fS2AGaqqACAiKQCuh6m+TkTSRKSi8XchAJcBWAEiIiIiE1XFa5NWY/3eLKtDiSjLEjujZu4hAFMArAbwg6quFJHBInKFsdsoABVEZAOAJwCYp0S5CMB2Vd1k2lYEwBQRWQZgCWwtfiOi+0yIiIiooNmfdRqf/bkJt4yaZ3UoEZVm5YOr6iQAk1y2DTL9nQ3gOi+3nQWgg8u2EwDaRjxQIgrZip1HUbNcMZQtXtjqUIiI3OSr1RFEVoEePEFE8e+yD/7GNZ/8a3UYRF5t2Hcck5bvtjoMioIbPpuDh79dbHUYMWVpix0RJYeN+09YHQKRVz3emQ0A2DKsj8WRUKTN23zI6hBiji12RERElLSUXbFERIE5cTrX6hCIiAAAq3Ydc96QoMsXMLEjoqh5JMlqW4gofm0+kBwlIUzsiChqlu88anUIRERJhYkdERERJbHEKrJjYkdEMTHyr03+dyIiipGFWw5bHUJUMLEjspCqYvuhk1iRoF2WYipOHjJxtXWBEAVp8K+r8NnsjVaHQVGy/dBJ3D92kdVhRAXnsSOy0MXv/okN+44D4BxaRPFk9D+bAQD3dq5ncSQUDUdP5VgdQtSwxY7IQvakLlFJos4nQEQJg/PYEREFSJjXERHFFBM7ojihCXbamJOXj73Hsq0Og4jIzai/N1sdQtQwsSOKEx/PSqxC7QfGLkJ+YuWqRJQgEnXAGmBxYicivURkrYhsEJGBHq4vIiLfG9fPE5F0Y3u6iJwSkSXGz6em27QVkeXGbd4XYWcQFQwTl+22OoSImrpqr9UhEIVt1tp9VodAEZS55ZDVIUSdZYmdiKQC+AhAbwBNAfQTkaYuu90F4LCq1gfwLoDXTddtVNXWxs99pu2fALgHQAPjp1e0ngMRESWO96evdxvQdPvnCzBzDZO7RPH13K1u287k5lsQSfRY2WLXDsAGVd2kqmcAfAegr8s+fQGMMf7+EUB3Xy1wIlINQGlVnau2gqUvAVwZ8ciJiCghzDS1yL0zdR16vDMb45fsdNpn26GTsQ6LomS6kaSbM4ms07kWRRMdViZ2NQBsN13eYWzzuI+q5gI4CqCCcV1dEVksIrNF5ELT/jv83CcAQEQGiEimiGTu378/vGdCRAE5k5ufcINEqOD6IXM77vh8gdv2VbuPWRANRdorv61y25aVnYtXJ63GriOJO7CroA6e2A2gtqqeC+AJAN+ISOlg7kBVh6tqhqpmVKpUKSpBEvnyz4YDVocQNROW7vK4veHzk/HhjA0xjobIs6d/XGZ1CBRF3ka+Dv9zE44nWCudmZWJ3U4AtUyXaxrbPO4jImkAygA4qKqnVfUgAKjqQgAbATQ09q/p5z6J4sLNI+dZHULUvDt1ndfrflrMjyQRUbRYmdgtANBAROqKSGEANwKY4LLPBAD9jb+vBTBDVVVEKhmDLyAi58A2SGKTqu4GcExEOhi1eLcBGB+LJ0MUrkTpoMzOycPmAyesDoMoZJ/N3mR1CBRj6/dmWR1CxFiW2Bk1cw8BmAJgNYAfVHWliAwWkSuM3UYBqCAiG2DrcrVPiXIRgGUisgS2QRX3qap9DPMDAEYC2ABbS97kWDwfomCs2ZO4NTyDPdS1EMWb7Jw8q0OgODJ3c+JMg5Jm5YOr6iQAk1y2DTL9nQ3gOg+3GwdgnJf7zATQPLKRFnwz1+7DhzM24Id7OyI1hVP7We23pYk1Z53ZFj+tdYn+7hv992Zk5+bhgS71rQ6FfFi07bDVIVjq58U70KhKaTSt7lyePnXVXrw5ZQ0mPXIh0lILahl+8I6ePGN1CBGTPK9aknv028VYuPUwjmcnbsEokRWOnDyDU2fOtv4M/m0V3vh9rd/bZefkYc/RxB2ZF+9uGhF4jeuLE1bit2W7MPjXVTh6MieKUcXO498vxaXv/wXAtgrDBa/PwNGTOXj6x6VYt/c4jiXZseKtP7zXBRc0TOwoqn5atAPthk5DvmltqbrPTMS1n/xrYVREkdN68FQ0GfR70Ld7YOwidHhtehQiomh46JvFGP3PZgz7fY3VoUTcm1PWYsfhU5iz6aBjG6clKriY2CUJqz6iz/y0HPuyTuNM3tmZvVWBzK3J2w2Sk5ePD2dyyo+Cbsaavbh55FzH5VuCHOU8g6sZFEh5+QV/lYLTuc71hbPX2eZyXbztMA4nSItkMmNil2wSvcCpADhv6DSP27cnyOz2/lZn3nTgBOaaWgYKqju/yMQ/G84+j783HHAaWXekgNbsqCru/GKB42APACdO5yZMF2S4EqEh6+dFnqcc+uzPs6OBPT3NA8dPx31L3og/NyF94MSkHhzDxI6iKr6/AqxxxMsBMlEmzAzke//G4XP97xRDO4+cQvrAifhp0Q7/O/vw6HdLHH+3HjwVczYexDfztoUZXWydzs3HjDX7cM+XmY5tzV6cglaD/7AwqshK9ul48gL4kLrusnLXUWQMmYbvFmz3fIM48dmfGwEAm/Yn72vMxC5ZWJRhJdriyuHKzUv8/0dOEM8xKzsHd3w+H3uPWTuIwN7S9ssSzytmhKrfiLl49uflSB840es+B4+fjuhjRlMwn+fRf2/G5/94nvk/VnLy8nHtJ/9ivstUFl3fmhXyfR46UTBbYs2e+3mF333U5aCxYd9xAMC/G8+2Uufnq1P9dHywdRlsPcjEjhLQvqxszNt0ECdMLUH+usmiZdeRUxG7rzO5+RFp3fpr/X48/O3iCEQUuOd/8f+Fmkx+WbwTM9fuxwcz1jtt3330FHZG8D0Tz3r9319Wh+CRpyTuig//Rk5efkAH88G/rcLLv1o7p+H2QyeRufUw/jsuckuHxVsaE67mL04J+batB/+BC9+YGcFoIuf+sYtCvu2ibYedRroXNEzsCpC8fA24Duv3FbvRbuh03DB8Lp74YYljezyXRyzZfgTpAyf6nLx3+6GTaP7iFDR/cQqaDvo9rIl+bx01H796WdM0WiYt9z9/3YHjpwv0LOgLtgQ/MMb1fdnxtRk4f9iMCEUUeVNW7vG4PZTF4/dnxW+L3dLtR5wur9mThQbPTcYto+Zh99HYJd4nTueG9X+K97owK3k9SXb5l700YaXbLseyc+PuBCzcxos9R7Nx9cf/YuBPBXcdYSZ2Bcg7U9fiwjdmBpTcLTSNOp2yci+yCkD91mQj6Zm1dr/H69MHTsSFb8x0jLA9eSYPz/y0HFnZiVPUraro+uYsXPzun07bp6/eiyYv/I6TZ+LndTx/2Az0es85zqC7VEP4Fs7OycP01XuDvl0gAkkAhk1eg3u/WhiVx4+0nLz8oAc9mP8Ff2844HGffzceRMfXZmDP0Ww889Myt+73N6ecnRIk1CL2fzYcQPe3Z+F0bh4uee9Pr4OOfBHj/bXl4EnHnIH7ssLr9g+m1KAgc/0kFJTRsuF2So1fYhtYsmLn0YBvc/RUDlaHcFIXLUzs4tAfK/c4dZ/a2Wsb9mWdxsi/bCN/FnuZPV28HDDDOZvZl5Ud8pd0tM6XF287grvGZPrf0Yc+7/8Vs+TQ2+tit3Zvlsck/I3f1+JUTh62HoyPkbMrdh7FziOnsGaPc8tin/eD61a0/zeCeX+8/Osq3DUmE8t3BP7F6zcO43X5a73nRMYuOycPn87eGNJj+Eoaf8jcjvSBE/H13K0h3bc3T/1vadCDHg6bRvO+OWUtXp202uu+/x23DN/O344/1zmfjH008+z/KJiyiT/X7Uf6wImYvHw3Hhi7CBv3n8DCrYex43D4rUL21v1bR84P6378vUcShbe3a7Ctn6qKict2R7TeOi9fozZK+7XJtpOSjUEMvuj85kz0jqOSCiZ2MfI/44vbdf4gAPh7/QFHF936vVkY8NVCDPxpudf7+njmBgyZaPuyvepjzxP9eksfwjkYths6HbeN8v2lePRUjqMY3Nyy6G14vVmodXMLw5wTb+WuY5izMT6m3/A2RdZao2vW6kEGdnM9TGSan684cDy4wnJ7nms+VuT5qd+yF0UfCzMZH7dwBxZutRXV/+OlZcpVOLVadZ+ZhJtGzEXmlkNun8Onf7Tdb6QTO/tgEG8H4z/X7XdrBe7k0gU+3DQFhiv7lCi+jvUzg5ivr//ntu+X+8cuwtFTttd37Nyzo4oDSQ5mrtmHj4x5Ij2diEai3vf6T+fgnam2lQo27T+OV35bZUl377q9WUgfOBHLdxzFur1ZEe3WPxWh6UJmrduPB79Z5Ph/+bNp/3GM/Mv7ew4AXvltFVoN/sPx3s3OycO9X2XiwPHTYTVeeGqNzRgyDd1Mg22mr97rVN4EeJ/pwCpM7GLkzSm2JYYOn3B/A9wyah4eMAo97cmNr9qv6S5flPYiz/x8xXvT1tkSKy9v7h8yt4f1BTR/yyEMnbgKT/+41OOXbKuX/0DbIbYukx7vzHZs/3DmBr+1GGONaSE8rTXq6+AQ7NK3OXn5juZ2u3ipwBk7z/eBPTOE+rVAbNx/HFd+9E9ILZcnjPff/01f72dPZ871hmdfgX6mqVAeGOve5RlqV9iZ3HxHIpeXr3jyf0txzSdzMH31XqfkZeeRU+j29izsOZqN9IETcf6wGfh09kbk5OVj5a7wulv+3XgQ1346B5d/+HdQt3v99zWYscZ/93NOXj6+nrvVLTn29JHfdvAkbhs9H08ZSWV+vmJbiC3Cc3zMS2i/f1UNKakynwwHkoDf8cUCx/ftu6Zkwl9reTDmbzmE96evR05ePu4ek4lRf292TKGydPsR/B1Gq15evgbcMzLNKEmYuHw3er77p9fRvnn56nhPvPJbYANaur41C1/P3erWIPHbst0Y8++WgO4DODuf47q9WQGNKL7u0zkYMnG1z8ELvy2zHR9PnM7D+CU70fiF3zFl5V5kDAm+u97suZ/dG1QOHD+NTaZj0l1jMvFTAA0VVmJiF2P+vlu8tcBtPnDCcQbrqsmg37E/6zR6vDMb701bj5tGzMMqLweg8Ut24efFZ9+UqooZa/Y6jXI7dOIMbh01Dwe8TMMw4q/N+CFzBxo+P9nnWpenXRK/h79Z5JRUfuRl9YWTpg90fr7ivz8u85k0mL+w8/IVY+dt9TmtyGPfLXGab8yTQEZEpQ+c6PU5eJKfr15fQ7uxfuY8CzaJDUR+vuLViauxZPsRXPTGTJ9Tc3hy6kwepq7aG/RKCg+MXQQxzkDMicf8LWenppi03HmQwoZ9xx2DM7y17I1fshPpAydincsAlCETV+GaT+Zg/d4sp3qYaS71ejeNmItN+0/gx4W2+bp2HjmFYZPX4Ms5W6PeKrNmT5bHk5hPZm3EnV/4LzkY/ucmPP/LCnzvMteYp6jtLZ72+b4+mb0RF70Z2gjHUX/7n9Zk1N+b0WnYDFz4hnOL4N5j2Rg4bhmWbj/iMQGdtjr0FTrM3yXRmhAg3yXovh/9g1tGBbcKyVdztzoSrr4f/Y3GL/zusRxn3MIdaPPKVMd73/X/5a3Xo80rU1Hv2UkYOG5ZQK+VnX0Uv+ttXnQZSNHmlalIHzgRizyUBtljnLFmH9q8MtXvY54wWuFcp1sxM/cM/LrUeUCahPFK/5DpfR7LU2fy8Npk72UJ8cTSxE5EeonIWhHZICIDPVxfRES+N66fJyLpxvaLRWShiCw3fncz3WaWcZ9LjJ/KMXxKXoV6ONi4/ziysnPQ9a1ZPidcfG3SasdZxdq9WT7rQLaZukif+2UF7vwiE1+YzsC+nrsVf60/gC/+2eJ+Yxf2g18gFm07gplrz35J28+qfVm7NwvfZ27HEpfReWbmZOebeVvx3M8r8LmP2Cf6GZm6ctdRNBn0OyYt341/NxzA3WMynQ7o8zYdxDXGWreBPIf8fMVLE1ZiXJiT3wIIuEhy37HA6yGf/N9SRyuwvUD6yR+Wet3/xfErHKUAgK1b9p4vM7E8iGJjO3tXiq986YfMs+8x86jT20bPdzuQzd100JG0u75n7K1tR/wk197qGE/GaADSHV8swMpdR/HKb6sCbl2xs7eOuLa8+kpI7Z+fBVsOed0nEuzlDtsP2VrtFm49hP9lbseg8Svw3YLt6PvRP/7vRGxdqYEOIjIP/vjK3s0dwQxv77Fsx4nll3PcW9s//2cz7vtqIbYcOIHe//eX02oeZi/8ssKRPK3YaXufmk/A7Z7/ZQUOnTjjVtLj74TPfkIZ6uTC2X5OdO0tcbNdBr6dzs2Dr8qK07l5+G7+Nqf3p6eTPW88JX97IliuMsA0SXeTQb/js9nOXcTh1J1Hk9/ETkSKi8gLIjLCuNxARC4L94FFJBXARwB6A2gKoJ+INHXZ7S4Ah1W1PoB3AbxubD8A4HJVbQGgP4CvXG53s6q2Nn7iYkFG+5s02O+U7m/PRr8R/mfpPxNE99TCrYcdZ+v2WfHNa5eeLWhXzN98COkDJ3ptxQm2wPbUGec40wdOxLIdR7zGak+gfMnOyce7U9fhTG6+IzHx1jK2af9xv/dnHw01a+0+3DRyHqat3ou5m2wHvVW7juGG4XMddX2+vlDz8xUnTudi88ET+OLfLY4uqXD8td7zgcFVu1en476v/Y/c3HXklMcDyLhFO5CVnYO/1x9wa/0d43IAC2eC3dcDWFDdXn/2x8o9bgeYOz4/W/O591i2zxUt7O9J15fM23vY09l7rLrsj57Kwai/NwfVumJ28kyeU4uPp7gd30nGPyQS+c5bU9biEpcR3QBwybt/uiWO13wyB0/9uCyoKZg27juOTsNmoOkg97nXTufm4QMfLftTV+3Fip1HkZUduQT9gtdnOuravnDpnvxm3ja8/Osq/L5yD7q8NQurdx/Dsz5qp135+reM/Mv2vrD3tPg63xs6Mfy5BPceC+wz7hpzo+d/x/O/eH/O/zdtPQb+tBx1n5mEW0bOQ1Z2jqO2z9vz3xfDOuM/Vvkuf2g3dHrQa0THQiAtdp8DOA2go3F5J4AhEXjsdgA2qOomVT0D4DsAfV326QtgjPH3jwC6i4io6mJVtRehrQRQTESKRCCmKLK9TfuNmOv1jeB6lm1PQuxncL4EM3/WX+sPoJ3L1AH2M67snDxMM1pvVL3P12Xn7WzMWwubpy+gcQudD6ATlu5yrPV3MsBJIv9v+np8NXer28HKbuqqvdh3LNute84X8wHHnji/M9W5hS7FxzfqG1PWotmLU7AzxBF9u46cwr6sbKe5+hZvOxLwIBNv08aYdXt7lo/Hz8Yto+bhUj8jXfPCyHZyjBsrFAePn/b6+qzcdRQDvlqIF8Y7T/BsnjPP7b3iEteibUcA2N6zl31wtsbNWyvGNpdphVbtPhazZYrMreWeBlx5Y3/P/t/09WhmmnjWU/Jkbu34dPZGHAqzADw7Jw8fztzgGOhjtnZvFo55Sag2BHCyZWduKXb15A9L8bafAv2lPk4iQ2X+PM4y9Ug866Fea+eRU/ho5gakD5yIAV9m+hwANMtDl7w96Xln6jqM/GuTI/Hw1f044q/wV//4PjOwlr73p6/HnI0H8dzPy9HqZdto7Owc740O5nKfvzcccPrOmudSt/lD5nbM23QQd3/pvyQhFlbusjUAZJoG78XLfImBJHb1VPUNADkAoKonEZmTuxoAzO+WHcY2j/uoai6AowAquOxzDYBFqmo+pfjc6IZ9QbxUzIrIABHJFJHM/fsDawUJh70mYOP+E17nhho03rluodvbsz3u50mwBxxvH7ZXflvlmJRU4b85/N1pnr9IB3iZ5yuYotNFQY52PZ2b5zhYmV90VcU9X2bius/m4L6v/c9Gbk821u07e8DpP3o+8vPVrd7HntgdOXkG701b51Sr+PNiW8J62+jQple49pN/0W7odPR6zzmxyvOSSa3adQw7DjsnI66DRMw27Mvy+aX7tMsI0A37jntsuY3El9mKncfQdsg09PTQ2gMAC4wloVzrNs02H3BOEMyrfJiT4yMn/RdwezJ5he+TnEgytxR4Gyltt+XACcfUR8G8EvaXbcXOYxg2eY3bZMTBCrXUINRk+ZxnJuLkmVx0eXMmNu0/jt+W+Z/8O5CltMJx++cL/O5jL9/4Y9VetHzpD68DVlwHybkaMnG1o/zhwyBqfSPF2+e+34i5GDtvm996YsC9YcB8MuX6vnj6x2W4YfhcLDONKN9x+BRO5Vgzt2ef990HQPlr4YuVtAD2OSMixWCc/4pIPdha8CwnIs1g657tadp8s6ruFJFSAMYBuBXAl663VdXhAIYDQEZGRlyk2Z66xGLpdG6e23xRowNY6/HoyRyUKV7IaZu3YfeuheqA91a/FbuCr9lyfNeY8nn7tkDmgNuXle1ICFwPdAdOuD+nM3n5tq7qCsWx5eBJtKhRBt2bVAEQePeFN7u8DEw5lp2D0sXS3Eb52VvW+rWr5dj26HdLcEWr6hAR5Obl48TpPMdr1eMdz0mUnevzN49yNvM3PUkg/LU4vxTA0lSugwvsrax5+eqUHAeSAMSTe/y0UIwwpoYYOG65x9YywHMtkmvRf7iCSZq+m+97kFAg8hWOLllPJ8G+SjziiXnAyjt/OPcIqKrjcx5IomR3++fzUbdiCTx7aZPIBOlBqB/7G4fPQckihTCyf4Zbw4G5ZjmQcuKrvQw2tIq3AYexFkiL3YsAfgdQS0TGApgO4OkIPPZOALVMl2sa2zzuIyJpAMoAOGhcrgngZwC3qapjNkxV3Wn8zgLwDWxdvuSBa+tLo+d/d/owHQ5wsev1+2wHk1An+f1q7la3FQwABD21xNdztjoOX4u3HUb6wIn4d+OBgOY7e+W3VUgfOBHthk73uo+v67YYSePYeduw/dDJoEeWBuPCN2bi41kb8drk1UgfONGty+Lb+c7dJiKCvHxF/ecmo9XgP0JqYfP1P7RP6BmvXAf4TIjxMnLhMrfwe2pVs4+k9pbUAe4t71NX7fU7J2U0+ZqnM1LCnbjcCu/PcG55s3+W8/PV0bUZiFlr9+Pzf7agwXOTIxqf2V1j/LdOejJ30yHHCX6gyaqvWQ7iSTBzNkaT3xY7VZ0qIosAdICth+tRVY3E1NsLADQQkbqwJXA3ArjJZZ8JsA2OmAPgWgAzVFVFpCyAiQAGqqpjKJWR/JVV1QMiUgjAZQDCm9gmygJZTDuWzDUOgY6guvbTORh3f6eABjp447qCAWCbmiUYu45mO45g9lHBN40IrLA1EjPbA7aWSk9D/iPNfGZ7w/C5uCGjltd9xy/Z6TRwY9XuY2hWvUxQj9fPx6AEqx08ftrr/FjRTLCtMGvtftStVAIlCqchNYi5b9bsycLkFbsxsFdjiIjfVsBEEM9r8Abq2Z+X46b2tfFXgBNox1IgNby+qKrHHhxP6kcxQY2kaav3ObWyWsVrYicibVw22fsvaotIbVX1X6zkg6rmishDAKYASAUwWlVXishgAJmqOgHAKABficgGAIdgS/4A4CEA9QEMEpFBxraeAE4AmGIkdamwJXUjwokzWhZvO+x1zrqCKJykLpJcz3hjbfnOo37nyIsGX8XNrvH0ef9vLH7h4qDuP9yJeaOp7ZBpqFI6zsdORUh2bh5avmRruenbunrAJz9XGlOJ3HVBXVQuVTRq8VHkfTJrY0Cjx+027At8gJiVLvVQo+bqj5V7ULxwIBVj8WPOxoPoVL+ipTGIt24ZEbF3/BcFkAFgKWwtdi1hS7w6erxhAZSRkaGZmdE9g020lgMq2P7bq3FQBwuKD/071nGbbiYY3RtXxrBrWuK8oXHdkUGE5/s08TkKOp5tGdYn6o8hIgtVNcPTdV5r7FS1q6p2ha2lro2qZqhqWwDnwr0WjogKkEAneKX4Es4qDIBtpCWTOioIIlUek4wCGTzRSFUdla6qugJA9IbaEFHUfWBxlzWFxt96y0SJwnXC54LkHT/zKUZbIIndMhEZKSJdjJ8RAMKfQp+IiIgowbzvYwWUWAikKvEOAPcDeNS4/CeAT6IWERERERGFJJDpTrJhW6f13eiHQ0RERESh8pvYichmeFiPV1XPiUpECSgW85oRERERBdIVax5OWxTAdQDKRyecxDR5ecFawoiIiIgKJr+DJ1T1oOlnp6q+ByD6k7QkkHhZGJiIiIgSWyBdseYVKFJga8ErWFNBW6x59TIBLUBPREREFI5AErS3TX/nAtgM4ProhJOYTufmWR0CERERJYFAEru7VHWTeYOI1I1SPAlp15Fsq0MgIiKiJBDIBMU/BriNvCiUKlaHQEREREnAa4udiDQG0AxAGRG52nRVadhGx1KA0lIDyZ+JiIiIwuMr42gE4DIAZQFcbvppA+CeSDy4iPQSkbUiskFEBnq4voiIfG9cP09E0k3XPWNsXysilwR6n1ZITWGLHREREUWf1xY7VR0PYLyIdFTVOZF+YBFJBfARgIsB7ACwQEQmqOoq0253ATisqvVF5EYArwO4QUSaArgRthbF6gCmiUhD4zb+7jPm0pjYERERUQz46op9WlXfAHCTiPRzvV5VHwnzsdsB2GAfmCEi3wHoC8CchPUF8JLx948APhQRMbZ/p6qnAWwWkQ3G/SGA+4w5dsUSERFRLPgaFbva+J0ZpceuAWC76fIOAO297aOquSJyFEAFY/tcl9vWMP72d58xV5iDJ4iIiCgGfHXF/mr8HhO7cGJHRAYAGAAAtWvXjvZjRfX+iYiIiADfXbG/AlBv16vqFWE+9k4AtUyXaxrbPO2zQ0TSAJQBcNDPbf3dJwBAVYcDGA4AGRkZXp9nJDCtIyIioljw1RX7VpQfewGABsZkxzthGwxxk8s+EwD0BzAHwLUAZqiqisgEAN+IyDuwDZ5oAGA+bDmUv/uMOTbYERERUSz46oqdbf9bRAoDaAxbC95aVT0T7gMbNXMPAZgCIBXAaFVdKSKDAWSq6gQAowB8ZQyOOARbogZjvx9gGxSRC+BBVc0zYnW7z3BjDVcKMzsiIiKKAb9LiolIHwCfAtgIW4tYXRG5V1Unh/vgqjoJwCSXbYNMf2cDuM7LbYcCGBrIfVqNiR0RERHFQiBrxb4NoKuqbgAAEakHYCKAsBO7pMG8joiIiGIgkAnWsuxJnWETgKwoxZOQmNcRERFRLATSYpcpIpMA/ABbjd11sK3ocDUAqOpPUYwvIXC6EyIiIoqFQBK7ogD2AuhsXN4PoBhs68YqACZ2fjCtIyIioljwm9ip6h2xCCSR1alQ3OoQiIiIKAkEMiq2LoCHAaSb94/ABMVJo0yxQlaHQERERDHQsEpJSx8/kK7YX2CbT+5XAPlRjYaIiIioABt523mWPn4giV22qr4f9UgSGAdPEBERJYfaFpdfBZLY/Z+IvAjgDwCn7RtVdVHUokowTOuIiIgoFgJJ7FoAuBVAN5ztilXjMgWADXZERESJr1WtslaHEFBidx2AcyKxPiwRxYdihVJxKifP6jCIiBLKze1qWx1CQCtPrABQNspxJDQ22FE01a1YIujbPNi1XhQiISJKbr1aVLU6hIASu7IA1ojIFBGZYPyMj3JclCRWD+5ldQgF3q0d6gR9mwEXMbErqB7p3sDqEIii7tq2Na0OISSli1o/vVkgid2LAK4C8CqAdwAsAFA/nAcVkfIiMlVE1hu/y3nZr7+xz3oR6W9sKy4iE0VkjYisFJFhpv1vF5H9IrLE+Lk7nDgjxd+o2Hbp5WMUSfwplBpf7ZnLXuoZ8m1DSbAiIV816NsUTgvko0/xZPKjF2LaE53xxMUN8cO9HfH9gA4+93/vhtaxCSxElzSrYnUIZIFAj3d9W1ePciSRcUWr+IvT77e7qs4GcAzAZQC+gG3QxKdhPu5AANNVtQGA6cZlJyJSHraksj2AdgBeNCWAb6lqYwDnAjhfRHqbbvq9qrY2fkaGGWdEZKQ75639O9bBJc2q4N+B3TDu/k4YeXsGHu/R0KLozupwTuwTzOBTksClBJkzXlC/YlhnW3dfWDfk24ZDFejRxHaQrFfJvVv2/i71sGVYn1iHFXOliwZSMlxwNalWGvUr2yY+bVe3PNrU8Xg+DAB4+YpmuPLcGk7b2tWNrxPIz27NwOIXLg759itfviSC0VAktKhRxu8+D3Wrj2lPXISlg3yfRNcpXwI1yhZz2nZpHHRzuurcsJLVIbjxmtiJSEMReVFE1gD4AMA2AKKqXVX1gzAfty+AMcbfYwBc6WGfSwBMVdVDqnoYwFQAvVT1pKrOBABjQMciAHHdZtus+tk3+4LnemDQ5c3w2a0ZqF62GNrWKYfSRQvh0R7Wd698c7d7C8AvD56P4oVTLYgmeG9c0xI/3NsRAFChRGGkmFpK3+93rt/bv3RFs5Ae9/fHLsRnt7ZFnQolMO7+TiHdRzgU6mj5fLJnI6frKpYsgv+4bCtWKLTX8+//dg0twAjxl6i7tox3b1wZt3SwvpA5Wnw11HZp5H6wcf332T8rVioWxndLiSJpBf6E5ZOb20T8PtcOOVveMuCicyJ+/778+vAFWPNKL6wb0tvrPiWLpqF+5VIoU7wQ3r2hldN1/Tue7fWoXaE4fn6wE+4833bCPPnRC/HCZU2jE7gPr1/Twuf15h6TDB8nW7Hkq8VuDWytc5ep6gVGMhepYXRVVHW38fceAJ7a5GsA2G66vMPY5iAiZQFcDlurn901IrJMRH4UkVoRijdiKpUqgtRgm5Ji4PM7zkOKh7ha1yqLpS/6PrOa8thFbh/QQBVKjUyX4Fd3tcP159VCujExpIigZrmzZ3s9mlT2eftlL/V0tIYEq3HV0rikme1Msm0EPtiDgvzyylc4kti8fHXq4rq4aRW391sgb7/GVUsBAIoWSsFFDSvhzvPromY5ayfdfNlL4v10r0aY9Z8ubtMK5ati8BXN3fYP9OCQIsCWYX3wQQAnBVZwfV1rliuGb+/pgGd6N0adCu4tt/b/j70VpGQR61s4i4Z4kuFNxZKFMf/Z7kF/hiLl0SDrH1NTxK1VytVzlzYJ6j6LpJ39nwbSghZpRQul+iz1aFP77HfkeaZu2W/uae92cla5VFEMurwpNgztjSbVSqNamWIhDRYLR5lihX1eX7v82e9FKxJPT3wdVa8GsBvATBEZISLdEcQATxGZJiIrPPz0Ne+nqooQeuREJA3AtwDeV9VNxuZfAaSrakvYWvjG+Lj9ABHJFJHM/fv3B/vwQfv2ng6Y8WTniN+vpzXp0kOY9do1IZn5ny748ylbC42/F71R1VK46tyauD7DuobTCxvYWiiKGAeK1rXK4Jt7bC2QKQKIj2eRliJOXbDXta2JL+9sh071KoQUS7iJe6CtGEOvao6SRdLQp0U1FClk+yiL2Lq4hlzZ3HHZlb8PW6kiaXj7+laY9kRn/P3fbvjyznYYdHlsvrCuaeP9PeQt7vs710O6hy/7fAVSUgQPdHEeKHJbx8BqIe3J8mUtqwW0fzTMeLIzZv6ni8cTp9QUQdFCZ7/CVYGO9Srg3s6eB8ZULlUUAPDGtS0xqn8GmlYvHdFYlwdRnxqt7itVoHLporjzAu9lERc3jV5tn7e6MG9l1gpg0iMX+rzPey46B/d3cX9NK5Ys4jeeSJ04exLoSWznhpXw7T0d8Pnt57l9FssWtyVN9SuXRKd6FXGVS/mAXZrpeXRv7PskPfK8f2NuGdYHJUwnSPEwhx3gI7FT1V9U9UYAjQHMBPAYgMoi8omI+P0Eq2oPVW3u4Wc8gL0iUg0AjN/7PNzFTgDmFreaxja74QDWq+p7psc8qKr21TFGAmjrI77hqpqhqhmVKkW/j7xjvQo4p1LkFwYuUSQNbeuUwz2m+q67Lwy++b2w6YPzQJd6qFuxhGNZFF+DP1qb3si+kqdwNKteGu9c771F0NwaV6ZYIYx/8Hy83+9cVCtTFJe3qo6v7mrvc5LoUbc7r+v35nWtcJGXA8/59c8me9/c3d5jsj7nmW5hHTwCHQ1Wt2IJrHj5EtQqXxyDLmuKey86B72aOdegmLvr7GfR9paaR7q5j4Hq0aQKlr98CZpVL4P6lUsGdPCIhD4tq+GXB8/3mXQ1rRZcImKvKXv84oYYfXsGhl3dAmWLF0JakIm3iFjS5fd+v3NxTqWSqFuxBK461/N74vKWZxMJ9TOIZshVzTHs6hboVK8Cujc5+/5sXiMyCZ75hGbaExd53W/+c90x5s52jsvVyhQN+rFuyPDcGRPISVXZYtEbtXhOpZJ4vo97C9uMJ7t43F8VKFPcfzz/7dXYbVvm8z0w+vYMvNL3bEt2EeMzPvSq5ujdvCoqlPTd2hQOf+83u4e71UfHehXQtXFlPO3yPEoWScP6ob0x9XHb+yVeEiO7wmkpTiU9vgT7/RRNgQyeOKGq36jq5bAlV4sB/DfMx50AoL/xd38AnqZPmQKgp4iUMwZN9DS2QUSGACgDW7LpYE8WDVcAWB1mnJb6330dcW8ANRLj7u+E5/qcbVEJZaULe5fIlmF93D58vr4rS8WgYH3Ilc19frhG9ndOzFrVKovihdMgIvig37k4v35Fp9u7drl6az24w6jtGNy3GUbclgEAeLT72UEunepX9JisVy5VFCNuy8BI4zbBKpSagj4BtBKZE+myxQvjmUubOM5sL29VHR3OKY+HTMnbuiG9MbhvM0dt1RM9G7nVj9QoG/xBFgCevdT9wBOMR7o1cDpJcPXfXo2R4WU0nf3Ew/7fGNU/A23rlHN8dgqlpqBb4yq4sV1tLBnU0+lEpXwJ9wOfvS7py7vauV0Xb4Ze1QJf39UegO+W2Kd7NULpooVwY7vaTs9//dDeGP/gBSE/vrkl0XycT/fQFRwMb4mb3eArzyYztcrbujIf7lYf39zTPqzHDYXriZjrd9WWYX1Qt2IJjOrv6fvAd3L028O+X5tujavg1o7pjsv2Frqb29fBJ7d4bdeIiMcvdh7w98Y1LZ0u2wfjmbuGPSmUmhLUeurRHHBnduf5dfG/ezuiZAEclBVUO62qHjZaurqH+bjDAFwsIusB9DAuQ0QyRGSk8ViHALwC2/QqCwAMVtVDIlITwHMAmgJY5DKtySPGFChLATwC4PYw44ypUi41L2WLFcJ9nevh3Nplvd7GU+uO/YAfqXmAAv3Que7m6cv57etaBdxl88Y1LXFFq+o4t7b3Jv/7vHQ7ubKfyVcuVcRxVuvPxU2rYMuwPritYzoubloFy17qiXZ1y2P2U10CGiTRo2mVkAcqpPr4n9dxtKR6v32ZYoXw3YCObvU7t3VM99htGa4ujSo7DrDR4KkrypX9fdq6VlmMu7+TU/eNN65dP2WKFcLAXo2x/KWe6FSvYmjBhsj1vRLIp65wWgrOMUZC+2pA6d3c84lCodSUsEoHWtfy/Nn09Z0RSMt+tSBOMCY8eAHG3d8JT/ZshPqVSzm2m1uyoiWjTjlHC12fFrb/ceXSnlu5uzep4tR1bva5qdfgjWta4j89G+L9fueiuYcauWFXt8C39zgPdLNPIfLq1c4naiHMhBSQ1rXKOspf7K4/z/n7/pOb22Jw32YRaxEORiCD5bx52Bi1O+jyprYWRJf/4TkxrvELhSWTWRldpt1VtYHRZXvI2J6pqneb9hutqvWNn8+NbTtUVVS1ieu0Jqr6jKo2U9VWxujdNVY8v1DZu8oqlbJ9MYgA5UoUdhu9dnP72pj9VBdsGdYHN7d377qyf6f66nIK9yBcx0MdX63yzts81WX1aVkNpTxMKdLfQxfc9efVcnxAvR0nBvYOrKUoNUXw5rUtMe7+TiGv3Wuvw6tToUTA9SUf39zGqQ6yW4D1IVWN7inXufFWD+7lqFOJZBGx/flc7mdOprJGt5FrMlCqaBpm/yf6o2Z9zXs44ra26NOyGsoVD7z7ydNI0ZQU8fgeDZfriZtbLCG+L+2j1lvU9F4oH+h75YpW1fF/N7b2u9+7N7TCrR3qeL1fX8mi6/O0J9C3d0p3bPOXkJhbxcqVKOzx82huyYqWH+/vhLLFCyPz+R5415g3sE+LanjCaM26uo3ziYO90H74rW3RuWElR8lH18aVUd34zHeqXwEPdWvgdX60G9vVRkeX+t9bjO/PWE1ZFch7tVyJwritY3pQrXGBMI/09TbqN9hyC7Nr29Z0OkGoXNr5JGOsBa3CwSp4bYwJ7LsBHTBx+W5kZedi1N+bHYWlrl9yjaqW8jjq7fk+TfD2H+vQ0viC79KoMr5bsN1pn5JF0jD50QtRq3xx/LluP24bPR8Ln+/hN7ZR/TNw15hMx+UHu9TH0+OWOe1zX+d6eHPKWgDAQ13rOxWV2nlqLdsyrA9UFbPX7ceWgyfxfr9zA25VC8Z1RgtiwyqlsGLnMVzdpkbUJxXu2rgyujaujBU7j+LA8dP4Zt62gG5nr3ms7ZIsFyucihvOq43rM2pF5AuziVEXcmuHOgG1Qk59vDPW7slCmzpl0XTQlLAfP1jrh16K9IETPV7Xtk55tK0T+IGteY3SbgNVGlUt5WXv8FUqVQRZp3O9Xl+jbDGs33ccgG0QSaB1mmWLF8b4B89HAw8DqQI155luOHYqF42qlsKstZ5Knp1ddW5NR93f69e0QJva5RwNG76mR+rVrCrKuyTer17dHA93q4/5Ww45trnmdY2rlsKaPVlY8FwPHDxxOqqDAgLxxrUtsfnACcdlcy2qiOCR7g08rhByfv2KWLf3OFrVKouervWwptsH64pW1T0mglW8tB4GaurjFyElRTB99V68NnmN41hkj/Cd61vhiR+WhvUYwapSuij+ePwivDh+Jfq2ro7hf25y2yeSqWT9yiUx7YnOWLr9CFbvPuY4cbQfo+zv9xrlotdjESwmdnGkQZVSeKxKKeTm5ePuC+s6vizM8+Q8dUkj9POyyPDdF57jGDixdkgvj7UN12XUdLSsXdSwUtBF4Z0bVsJrV7dwHIDMUlMEIrZE9AmX+ot3b2jltQAcsH2ZDb2qBYZMXI1ezaq6DZf3Vl8VilevaoFr29aMaVebvUsl0MTu/i71cConD7d2rIN1e7Pwv4U7nK6P1Flwy5plsfiFi1HOQ62ZJ5VKFXG0KLsKNqRza5fFweNnsO3QSce2EkViM2fiipcvQaFUQX4+MG7hDuw6mu33NkULpSA7Jz+ox5n1ny7o8tYsAMCI/hkY8ecmPH5xQ7R/dbrbvr2bV8WT1UtDRBzT5wQq3KLzamWKoVqIM2PccJ7t++i4kbT6eht8eqt73VeRtFSkVyyBBabEztVXd7VH5pZDPt9/gQp32p4/n+rqGFgWrOcubYI7OtVFldLeu5ojmZTUqVACH9/cBs2ql0bnN2cFffsGVWwnOvUqlcQ387Zhy0HbZ/UyY9DO1W1qomezqsjJDe5zEa6GVUrh2wEdsOPwSf87B8nTa1O/cklHbXZ2jvOsb+dUKomPb26DCxrEtnTDF64rFIfSUlNQrYx79l84LQUPdq0f0Nmqv4LVUKWmCKqXLeboNnDtAnn6ElvXqP0gb+/aC2Rk0fn1K2Lyoxd6nAOpRtlifguJA1W0UGrM66eCVaJIGl64rCmKFkp1q5uJtECTukj7+YHzHTVHarRXmLtAANvovs/vOM/ttnahjlYtWSQNRdJSUaxwKj64KbB6nDWveJ901RtzPWO9SiUx7JqWqFK6qNvcZPOf7Y7HejREr+bVgk7qfLmmTU3HnISBKl44vPN91/kwA51TzulkxaWbolKpIujdIrxpZ5pUK41bO9TBg13DWyc51KQOsH23e7v9BfVt30klvPz/7+9SL6SVFy5tUc2ph+c/PUNb5cj++kx65ELccX66Y3vJImmWfYdEQ6BzK5pb+y9tUS0u1oi1Y4tdAeDa/B2ODueENjdbA+OAe6nx5dqgSilMf7Iz6rp0Cd/fpZ5Tobu9Bifcs2wAQR+g4lEotcyFUlMcXVHxZMuwPqj/7CTk5mvIU934u13t8sXdirTtPNV5hqJtnfKY+Z8uqFM+MvcXCNcietc6nkh528c0Qd6cl+5erxaIEoVT8VDX+rislecELJgJkZvXKINr2tTEuEU7/O/sw6rBl+DwyRy/kwDHg6FXtcBD3ep7nf7E05QnoXioWwO89ce6oG9n/6QWKRTcKNZgzXiyM/ID/KKMVgOGL0ULpeKZ3o2dpgyKN0zsCgB7C5Zr92YoQm0NqF2hONYN6e3UmlYvgHn5HulWH+3Sy0ekhSxWw9zj0Y/3d8LRUzlWh+GmQsnC2HvMNnWkiGDs3e3x27Ld+HZ+YF3Onrx3Q2u8N20dbm5fx9GK4cnspyI3WCOas9n/O7AbDh4/4/X6u31MpmsFEUGKIOCDq/l2/7mkkcfrxt7d3u//2J4qtK9bHj2bVUXPZlXDTuyKF04LuwUyVgqnpXisnbbKh64t2cYLFK2RtnbBzPdaqVQRfHxzGzwwdpHT9ijmnQDgdRLweFEw3vFJLjXFmglSXflaJsabtNSUuKo9sFqo3zcli6TFxRJQrr64ox3GztvqKNI+v35FzNl40OdtNr16qeOL94meDfHg2EVOg0SuPLeG2wL2Zr4mv422v57uit+W7cYHM9bj5BnnWpv7u9RD54aVcOPwuU7bq5cthuouLUZ9WlbHdwu249Nb2rqNJo8HLWuWxZLtRyJ2f+f7SNDt7IM/vK0+QOGxTdAdeJdpq5plnS6f/e6Kr1PsS1tUw3np5bBgy2GrQ4kb8XekoKh45/pWUV1KJ1jnVCqBQye8t2J44nqmuH5o8DVPFFlNqpXGkCuDqwE012Bd0qwqNrx6aVC3d63Di6Va5Ys7yg3Mo3NLFkkLqqusfInCmOhnKSkr1a1YIqKJXSBa1iyLec92R2VT2cbcZ7qHdELpz08PdMLVH/8b8fuNZzd6GXTn6pnejXFZq+peu6+j3WIXii/vbI/DJ8/gjs8X4J4AJvX35JYOtZ3Wri3IOHgiSRRKTYnK3FyhmvFkFywZFPjakp4EutQLxVayvyz2eeDa1y24B4mhVzXH6NtDWzklHFVKF3Wq36papqjH1UHC1cbHpOfJpl4l5+7fqmWKekzq7K9LHOZ1KFY4FdXLFsOUxy/CtW1rhnRs6Na4Mvq2TozWYiZ2VGC4nrknef4Qt+LxjD7azO9F+zRF4azoYLXihdPQrXEVNKse/qoBfVv7nvSarFU1wLV67e/mgvD57ta4clRaeguK5H3mSca1XqKg69u6utu0CgWBvdbqKS9F5tGeMJlipyAcAP0Ze/fZWfa3DOsT0sThFUqGPyKeoic1JbDXtCC1xKelpmDRCxdbHYZlWGOX4GY/1QU7j5wKa+6leBTLqSkiaWDvxmhXtzxa1CjjWKXD7JUrm1sQVWQVpANAJPRoUgV3XpDuuGxfzigRWgzsxfb213TKYxdh6Y4j1gVEERfox/W/vRrjse+XuK2GE6/icbBZrCTvM08SdSqUiKsh9JFSUBtDihZKxaUtqmH7ocjPmE7WGNnfuRbtvPTyeLhbfdzqYf3jguinBzqhqjHPXnrFEk6TLhdk39zdHjeNnGd1GHHH2xx13ZtUwfKXLolxNBQKJnZUICVCNxclppQUwZM9PXe1F0SJOtCgUwBTsJh9N6ADTvhY67cg6d28Kiav2APAtsb37HX7LY6IIqng9xVQUkq27r6ChC8NJaIO51SI69UGgvHhTW0cf3esF9pqRImmgYXTKEWaJYmdiJQXkakist747fGUUET6G/usF5H+pu2zRGStiCwxfiob24uIyPciskFE5olIeoyeEsVYiQJeP1EQljgiCkfVKC2TRuFzHbFdUOrmIqlQqvP/IB4nCg+VVS12AwFMV9UGAKYbl52ISHkALwJoD6AdgBddEsCbVbW18bPP2HYXgMOqWh/AuwBej+aToNizr3DQK4ILpVuhII7oJQrGTw90wqe3tPG/Y5zp0aSy1SHE3Kz/dMGlLQr2d2qwvrqrvf+dCiirEru+AMYYf48BcKWHfS4BMFVVD6nqYQBTAfQK4n5/BNBdorlaMcWcfdFnvqpxjC8OwTa1T6/m1awOg3xoWbMMANuJZg+jm7lx1cTpkgzU/Ge7Wx1CRFnVn1VFVXcbf+8B4KlwoQaA7abLO4xtdp+LSB6AcQCGqKqab6OquSJyFEAFAAdc71xEBgAYAAC1awe21ApRNJUqWrC7l4kKmtQUQV6+80gsVduawC+MX4FZaxN3UMFvD1/g1P14dZua6NmsatJME2IegFc5wcoGovYKisg0AJ7adp8zX1BVFZFgxzjerKo7RaQUbIndrQC+DOYOVHU4gOEAkJGRwTGWZLnJj8bv2qHBsHeXJ7opj12E3Px8q8OgMHhqWy5drBBqlS+OL+5oh49mbvA432QiaF6jjNu2ZEnqEl3UumJVtYeqNvfwMx7AXhGpBgDG730e7mIngFqmyzWNbVBV++8sAN/AVoPndBsRSQNQBsDByD87osirWS4xinf7nZccLeCNqpZCs+ruB0cq2NJY/0oFnFU1dhMA2Ee59gcw3sM+UwD0FJFyxqCJngCmiEiaiFQEABEpBOAyACs83O+1AGYYXbREFCMpKYIXLmtqdRhEIUnGEaKUWKxK7IYBuFhE1gPoYVyGiGSIyEgAUNVDAF4BsMD4GWxsKwJbgrcMwBLYWulGGPc7CkAFEdkA4Al4GG1LBdtb17VCu7rlHWuuFmRf3HGe1SFETZdGlawOgcgvT+N8HuhaP/aBEEWQJR3qqnoQgNswFFXNBHC36fJoAKNd9jkBoK2X+80GcF1Eg6W40q5uefxwb0erw4iILo0Sd1qFepVKYsiVzfH8Lyuctj/Wo4FFEREFxnWON6KChitPEFFU3NLBfa3UxlVLWxAJkWf3d64X0H7t0stHORKKlYeMFtk6FRK3y52JHRERJaUnTGv6+jrQZ6Qn5nq5yejJng2xbkjvhCjn8YZjm4niwJZhfawOgSip/e++jli565jVYVCUiQgKpyV2dztb7IiIKOlVLlUUXV3qXm84rxbOSy+H2zulWxMUheWKVtWtDsESTOyIiIg8qFiyCP53X6eEW5kgWbzf71xsfPVSq8OIOSZ2RERElJCScZQzEzsiIiJKWAue62F1CDHFxI6IiIgoQTCxI6KYOb9+BatDIKIkVbFkYatDiAkmdkQWKpyaXB/BUkULWR0CEVFCS66jClGcmf9cd8x71m11vYTx+2MXWh0CESU5hVodQkxxgmIiC5UtnthdA1xCjIjih/MI2bnPdIck4KBZJnZEFFWVSxXBvqzTVodBROSkapnEnJ/Qkq5YESkvIlNFZL3x2+NCfCLS39hnvYj0N7aVEpElpp8DIvKecd3tIrLfdN3dMXxaROTBtCc7Wx0CEVHSsKrGbiCA6araAMB047ITESkP4EUA7QG0A/CiiJRT1SxVbW3/AbAVwE+mm35vun5k1J8JEflUmgMmiMhKyVViZ1li1xfAGOPvMQCu9LDPJQCmquohVT0MYCqAXuYdRKQhgMoA/opeqERERFTQJWI9nSdWJXZVVHW38fceAFU87FMDwHbT5R3GNrMbYWuhM+fj14jIMhH5UURqRSxiIiIiojgXtcETIjINQFUPVz1nvqCqKiKhNpTeCOBW0+VfAXyrqqdF5F7YWgO7eYlvAIABAFC7du0QH56IiIgofkQtsVNVr4uzicheEammqrtFpBqAfR522wmgi+lyTQCzTPfRCkCaqi40PeZB0/4jAbzhI77hAIYDQEZGRpL1wBMREQB8N6ADlm4/YnUYFEXJdoC3qit2AoD+xt/9AYz3sM8UAD1FpJwxaransc2uH4BvzTcwkkS7KwCsjljERESUcDqcUwH3dq5ndRgUA0lSYmfZPHbDAPwgInfBNqr1egAQkQwA96nq3ap6SEReAbDAuM1gVT1kuo/rAVzqcr+PiMgVAHIBHAJwexSfAxEFoVGVUlaHQESU8CxJ7IwuU7d1lFQ1E8DdpsujAYz2ch/neNj2DIBnIhcpEUXC7Ke6oHyJxF5lg4goHnDlCSKKujoVSlgdAhElqVJFbanO9RnJMVEGEzsiIiJKWMULp2HtkF4onGrVsILYYmJHRERECa1IWqrVIcRMcqSvREREREmAiR0RERFRgmBiR0RERJQgmNgRERERJQgmdkREREQJQlSTbRU1dyKyH7YVMKKpIoADUX4MCh5fl/jD1yQ+8XWJP3xN4lMsXpc6qlrJ0xVM7GJERDJVNcPqOMgZX5f4w9ckPvF1iT98TeKT1a8Lu2KJiIiIEgQTOyIiIqIEwcQudoZbHQB5xNcl/vA1iU98XeIPX5P4ZOnrwho7IiIiogTBFjsiIiKiBMHELgZEpJeIrBWRDSIy0Op4kp2I1BKRmSKySkRWisijVsdEZ4lIqogsFpHfrI6FABEpKyI/isgaEVktIh2tjokAEXnc+P5aISLfikhRq2NKRiIyWkT2icgK07byIjJVRNYbv8vFMiYmdlEmIqkAPgLQG0BTAP1EpKm1USW9XABPqmpTAB0APMjXJK48CmC11UGQw/8B+F1VGwNoBb42lhORGgAeAZChqs0BpAK40dqoktYXAHq5bBsIYLqqNgAw3bgcM0zsoq8dgA2quklVzwD4DkBfi2NKaqq6W1UXGX9nwXagqmFtVAQAIlITQB8AI62OhQARKQPgIgCjAEBVz6jqEUuDIrs0AMVEJA1AcQC7LI4nKanqnwAOuWzuC2CM8fcYAFfGMiYmdtFXA8B20+UdYBIRN0QkHcC5AOZZHArZvAfgaQD5FsdBNnUB7AfwudE9PlJESlgdVLJT1Z0A3gKwDcBuAEdV9Q9royKTKqq62/h7D4AqsXxwJnaUtESkJIBxAB5T1WNWx5PsROQyAPtUdaHVsZBDGoA2AD5R1XMBnECMu5XInVGz1Re2xLs6gBIicou1UZEnapt6JKbTjzCxi76dAGqZLtc0tpGFRKQQbEndWFX9yep4CABwPoArRGQLbCUL3UTka2tDSno7AOxQVXuL9o+wJXpkrR4ANqvqflXNAfATgE4Wx0Rn7RWRagBg/N4XywdnYhd9CwA0EJG6IlIYtgLXCRbHlNRERGCrGVqtqu9YHQ/ZqOozqlpTVdNh+5zMUFW2QlhIVfcA2C4ijYxN3QGssjAkstkGoIOIFDe+z7qDg1riyQQA/Y2/+wMYH8sHT4vlgyUjVc0VkYcATIFt5NJoVV1pcVjJ7nwAtwJYLiJLjG3Pquok60IiilsPAxhrnJhuAnCHxfEkPVWdJyI/AlgE2yj/xeAqFJYQkW8BdAFQUUR2AHgRwDAAP4jIXQC2Arg+pjFx5QkiIiKixMCuWCIiIqIEwcSOiIiIKEEwsSMiIiJKEEzsiIiIiBIEEzsiIiKiBMHEjogoQCJSQUSWGD97RGSn8fdxEfnY6viIiDjdCRFRCETkJQDHVfUtq2MhIrJjix0RUZhEpIuI/Gb8/ZKIjBGRv0Rkq4hcLSJviMhyEfndWM4OItJWRGaLyEIRmWJfgoiIKBxM7IiIIq8egG4ArgDwNYCZqtoCwCkAfYzk7gMA16pqWwCjAQy1KlgiShxcUoyIKPImq2qOiCyHbSnB343tywGkA2gEoDmAqbalPpEKYLcFcRJRgmFiR0QUeacBQFXzRSRHzxYz58P2vSsAVqpqR6sCJKLExK5YIqLYWwugkoh0BAARKSQizSyOiYgSABM7IqIYU9UzAK4F8LqILAWwBEAnS4MiooTA6U6IiIiIEgRb7IiIiIgSBBM7IiIiogTBxI6IiIgoQTCxIyIiIkoQTOyIiIiIEgQTOyIiIqIEwcSOiIiIKEEwsSMiIiJKEP8Pq89OtfFZadMAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 720x216 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 720x216 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "for key in (data.keys()):\n",
    "    plot_raw_signal(data[key],key)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 88,
   "id": "0019dfc1-3c75-4985-b7c1-9ebb7bdc9ff3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 720x216 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAmoAAADgCAYAAACzZkroAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOz9d7il51Xfja/n9N577+dM75qiUe/NkrvjbssYiAOEkB+BvCQQMCEhoSSEACYmBuNu5G5ZsnoZaUZTNL2dOXN6773O8/5x32uvz/bsYzvv+xPmlfZ9Xb68tWefp9xl1e/6riAMQ4mP+IiP+IiP+IiP+IiPf3oj4Wf9APERH/ERH/ERH/ERH/ERe8QNtfiIj/iIj/iIj/iIj3+iI26oxUd8xEd8xEd8xEd8/BMdcUMtPuIjPuIjPuIjPuLjn+iIG2rxER/xER/xER/xER//REfcUIuP+IiP+IiP+IiP+PgnOuKGWnzER3zER3zER3zExz/RETfU4iM+4uNnMoIgOBgEwaEgCKaCIBgPguDlIAj2vMH37AyC4M438h4/yxEEwQNBELwUBMFkEASDQRD8ryAIsn/WzxUf8REf/89H3FCLj/iIj3/0EQRBjoh8V0T+TEQKRKRSRP6DiCz9jJ8r6Z/y9X6KkSsinxaRChHZIG5e/8s/8jPER3zEx/8fR9xQi4/4iI+fxWgREQnD8EthGK6FYbgQhuGTYRieEhEJguCjPsL2P3zE7UIQBHfoHwdBkBsEwWeDIBgIgqAvCIJPB0GQiH//uSAIzgdBMBMEwbkgCHYGQfB5EakRke8EQTAbBMGvB0FQFwRBGATBo0EQdIvIM0EQJARB8FtBEHQFQTAcBMHfBUGQi2t/2P/bWBAE/45RuiAIficIgq8HQfD3QRBMi8hHgyC4IQiCV3yUa8C/UwquFwZB8M+DILjsn/f3giBo9NHG6SAIvsrf/7gRhuEXwzD8QRiG82EYTojIX4vIjf9vFio+4iM+frYjbqjFR3zEx89iXBKRtSAI/jYIgvuCIMiP8Zu9InJFRIpE5LdF5LEgCAr8v31ORFZFpElEdojI3SLyCRGRIAjeLSK/IyIfFpEcEXmbiIyFYfghEekWkYfCMMwKw/APca9bxEWg7hGRj/r/3SYiDSKSJSL/w197o4j8TxH5gIiUi4tgVf7Icz8sIl8XkTwR+YKIrInIr/r32C8id4jIP/+Rv7lHRHaJyD4R+XUR+YyIfFBEqkVks4j8M/2hN/gOxpivWONmETn7U/42PuIjPv4JjrihFh/xER//6CMMw2kROSgiobioz0gQBN8OgqAUPxsWkT8Nw3AlDMOviMhFEXnA/+Z+EfmXYRjOhWE4LCJ/IiLv83/3CRH5wzAMXwvdaA/DsOsnPNLv+GstiDPC/jgMw44wDGdF5DdF5H0+jfkuEflOGIYvhWG4LCL/3r8DxythGH4zDMNrPlJ4LAzDV8MwXA3DsFNE/kqcYcjxh2EYTodheFZEzojIk/7+UyLyuDhjVOcuLwzDl37C+0gQBHeJyEf8M8ZHfMTH/0fHPzZ+Ij7iIz7iQ0REwjA8Ly5yJUEQtInI34vIn4pFj/rCMKQR1CUOe1UrIskiMhAEgf5bgoj0+M/V4iJx/yejB58r/L143yQRKfX/FvltGIbzQRCM/ZhrSRAELSLyxyKyW0Qy/LWO/cjfDOHzQoz/LvtpX8Tfc5+IfFFE3hWG4aX/k7+Nj/iIj39aIx5Ri4/4iI+f+QjD8IK4dOZmfF0ZwBIThy/rF2cILYlIkY8u5YVhmBOG4Sb/ux4RaVzvVj/F9/3ijEHed1Wc8TQgIlX6D0EQpItI4U+4x1+IyAURaQ7DMEdE/q2IBPIGjSAIdojIt0Xk42EYPv1G3Sc+4iM+/nFG3FCLj/iIj3/0EQRBWxAEvxYEQZX/72pxkbRX8bMSEfnlIAiSPe5sg4h8PwzDARF5UkT+KAiCHA/+bwyCQNOJ/0tE/nUQBLsCN5qCIFDDa0gc7uzHjS+JyK8GQVAfBEGWiPxHEflKGIar4rBnDwVBcMAD/H9HfrLRlS0i0yIy6yOHv/gTfv//eARBsFlEfiAivxSG4XfeqPvER3zExz/eiBtq8REf8fGzGDPiigUOB0EwJ85AOyMiv4bfHBaRZhEZFZHfF5fG0zTjh0UkRUTOiciEOAOqXEQkDMOv+d9/0d/nm+IoQERE/kBEfssD8v/1Os/2NyLyeRF5QUSuisiiiPySv/ZZ//nL4qJrs+KwdD+OVuRfi8j7/bP8tYh85cf89icOX7F60zr//GsiUiwin/W/mw2CIF5MEB/x8f/hEURDQOIjPuIjPn72IwiCj4rIJ8Iw/GmrG38mw0fcJsWlNa/+jB8nPuIjPt6EIx5Ri4/4iI/4+D8YQRA8FARBRhAEmSLyX0XktIh0/myfKj7iIz7erOMNNdSCIPjVIAjOBkFwJgiCLwVBkOZxH4eDIGgPguArSuQYBEGq/+92/+91uM5v+u8vBkFwzxv5zPERH/ERHz9hPCyu4KBfXGr2fWE8NREf8REfb9B4w1KfQRBUishLIrIxDMOFIAi+KiLfF8d/9FgYhl8OguAvReRkGIZ/EQTBPxeRrWEY/kIQBO8TkbeHYfheTzD5JRG5QVxp/FMi0hKG4dob8uDxER/xER/xER/xER//RMYbnfpMEpF0TxSZIQ58e7s44K+IyN+KyCP+88P+v8X/+x2+NP9hEflyGIZLHgPSLs5oi4/4iI/4iI/4iI/4eFOPN8xQC8OwTxx+o1ucgTYljuRx0pe5i4j0irVfqRRPFOn/fUocP1Hk+xh/Ex/xER/xER/xER/x8aYdb1hnAt+772ERqRdXFfU1Ebn3DbzfJ0XkkyIiqQnJu6rSikREJCnhWuQ3YWh0R2s+45ucYKnfhTWzW1Px/fQKvk9036cl2nVJb8n7paS67GyQbPddnI30jZZreJ7Va/b5mqdlGl2yC5el2T36F+37qvTrr7WMa82uRj5KbrL9nf5iDX9HatHFNfuP3GRcxI+0NPsuxP0Wl92WSgjsXjMr9s6JuAfnXr+ewxok4xqZSXa/1WvuN9FJe8wf/oHvl5605p/Htn1+2rL9Hd4jJf36zPrKgr1HgGdfwzOv+GushngP7Amu05L/bRquNY9rBXjDhBhrk5aIf8dzruL9M5OuXXffRbxnNtY2Ocmec24pWUREkgLs52SbkwTce37R/Xblmj1FEtd/1b7Pwj3Gl9xz5KLd+BqePSPR7jfp1ywd9yVqYwnvlIl7LPr55HlNw14SzEui/7tZ/z4iIhkpK5HPq2u2/qNL7nnyku26fIb5VfuclWQPmubfaWTJrlWUatfgfk0MroelcI5lnf2RkuDusYrfruK6ORnY8zjnOqLkwLKdFT5bin+P8SWbK57ndMz3sl+DJPz7LPYE1zwHa6fvtMJzibPEM6bX4DqnJMberwmpdr/AX+LaMv490955AT0nEv29qUeWcV65Blw7XbMFzPU1yKvsJHtOPafUI4vYd+sNPQvzUXLbrhHgeXQOkyHjQhwJysFE1S8gn1laiq3DlrDfVM5zB4dRetL+I9YZjT7bdl3+Ru9MecbdTB2uT5KZZuc56sf4nECBtOLnKM32+fKAXYN6YHnVzcvkss0P5VUKbQaMngV3j/m10dEwDItj/eaNbCF1p4hcDcNwREQkCILHRORGEckLgiDJR82qRKTP/75PXOuXXp8qzRWRMXyvg38TGWEYfkZcI2OpTq8MP1X38yIi8raawchvjg4XRT6roChIsR3aPW8LlINN3po9Z9+nOiFH5fvNbpvbSmz+G8uHRUSkqNz+vr8nN/L58lRO5DONEhWIHXP2PNvy7BoU1ienMkREZHPOQuS7Hw6lRz7XZ9Kosw224u9BI+zqnEmwnQXT192vb96u25g9E/lcWzUR+Tw14X5zdTwv8t3FGfu7qRU7EbUZdu88/xz9i/bOUUodm3/EK/gDhfOR73JTTPkcHbc5Lk61e3y9y73Hvhq71ntauyOfUzE/k+NuXjOg1HJr7fPjLxhxfYhTruuYAeGblWzXPT2ZFfk8tOie52CRrW37rM0VBc0I3j/Ff1+Kd+NvuW9uLR0XEZHZFfsuP20x8rlvNjPy+ZZb7ViF3tqd6rC/S8+z9x8ftL9b8sr85SE7X1y7gUUTM5uwT1UBjy+bEMzBfqRC1KsdHbc9Wppm99hTaPtxbNF+o/v8QH1/5LsLffac2zcMRD53XHENBjJhnFU22znou2zndcDP2+iSzc8wjBYqzN35s5HP/QvO46rOsHmgAZSNvfKNXkf9tghLZmOOvfP2gsnIZxplqhCeGCiIfFedbvP68M3GIjLT7555Gcq3ZKc9w9Axe7+hKdu7JyZsLnRUpdv+oNM74ueFBlk1zhUdOY6NeW7uxxbNS+1dsLX91SvG5/vtbXeKSLSBU5Zj816xw+a7+zXbu/XvdM85+az9Nv8jdZHPK891RD5/74c17loZdn6yIXdOQ+bR4brinfPbS+ycD0HOZcMBGvdniXrpwoy98+Ycu/efX7J985ub3HN8pt3e7YFKm4spBBsebOoVEZE17NH8Krvuyqz9dnHWPU8S9OHomO2DYeiENBjGpyazRUSkMcuu+6cXTA58qsV+e9zrjH2FNj8dc3bdHflTkc+U7dV+v6XCAKrNtd/2TmfLjw4alru3mExIwk9Ttti5WbngdFvyO3dGvnviU8ORz1vLRyKfX+tzbYrzcIY5eM4p89TAf+fRT6/bj/iNNNS6RWRfEAQZ4nrV3SEiR0XkWXGNjb8srmHwt/zvv+3/+xX/78+EYRgGQfBtEfliEAR/LK6YoFlEjvy4GycEoWR6S/arV61F3iM1Nqlq/X7msi3KhxtMKL86aoIoFRtwwiuBjtmMyHcHiq4XxCIi+UXOkBjut42dmW6uyfSoTX9xqh14XdC9hfY8F6ftGjuLzDCqz3MbcwgKd1OOHewby+ydj41Ypxu93zIEfH2mPdsro3Yg1AjYkmfvmQZDJKPSJPCUfzQasjSWSlLtt+Xpdoi/2Onme1Oe/XtluglXKoYtue4gdMzZXG9GlKQSCmMSEYFfbnOCID/N3vN4r/UAP9DaG/lcfcDd+9qivUfPMTvNe6usFePx/pLI59osd4/+Odsfv33KDuV70ZhIDbR+KB96YIxEFUBQvjTi9kdqol33xiJ7f+6bl0byRUTkrgrbB6MQrnlQND2v2x7L8nuB0UKO3klbD43gFEG58LoFKaaIC1NtzUe8AuZ7tuXamtPgqs917zS6ZE5RTYat41OD9jw3F9s+VcH8+CXz9fYUj0c+pxYj4trtnr+02uZvvAfnOd8cgyn/bMkrtgZl8Nabc+0aw/O2F1pznEHZj+94VobwzveVu7M9uoQQEMbCqu3tqWVT/Co/3lZtCiU32+a197zNVVGJm6tZGAMrw7ZGa5APMzD21ZEbhrwrwXnm2hWk6Hm1fceI6yLu0ZBpz/nMkJPNzVm2zqWpNsd/WP+2yOfXJ9077ys0RT0Aw7JkyoyAqq1m1Afl7kBmt9qekUGTr0vouHqg1hn1Cws2DxfH8u3ZEJ2nc3p/uZurcJ0GFjRUq7x+oPGxM89kLb9/d63dY2HNff+hepsrRvUas+3ZVvz9xmZsDxbU2tpNj9uaZnnDMIAYoA57/IrJvrdV2tzXefnx5S7MAwBL48t2wXfWuUlunzSdwyhj+4yt4xxkRXW2W7Nu/PsCzuMMPtf5c1dVNRn57uJFkyVtm0w+XpuwPZhU7fXqKgIwWwyJtbpgz7On0r3H69AHNdm2ry4hMFObabKEkd/1xhtmqIVheDgIgq+LyHFxffJOiIt4fU9EvhwEwaf9d5/1f/JZEfl8EATtIjIuIu/z1znrK0bP+et86idVfCaKefRrCI9fwUQ9O+QEyUYYBi+O2L8zpXERlrkKnaZsm2h6cU1YmBTv/Y502oGoSjEBXgDP/dCY/eYmr8C/1ZcX+e4hHIIebMxeLzQYAeyaR/oMUQ5u8oxEt/TPj5jQ2VNginYHjLJ8L4B58AsLTPCFyLWle2XFqN8SPLd5hPHL7QxLk5/6FESGxqF89heacHhm2H2/r9Cel4eyZ54KxYSyKraFFds+W2HIjo2YsZu9xd1vod2ep3qHzcnAaQg5GCXq/TO0/8E6ex5GMNXYZbqXxnAGjE9GFZJ97qYRkd6XsHdrMu16N5c4pTMFxVlTYHtpBUqipM7unb7TCc2F4/bbRNgLpZl27z6/H3PgSfbO2/Py/Z4dtnkrT3d7tg/7tTDF1oBpjiM+Gv6cBcjl1jJ7oFtL7Nmn4K1WZLhzuhNGxOujplyrRiYjnzO8ok2wP4+K6vUOmSI5O+VkQhWUFgeVRzEimH9wxv3de+tsf1D5Xpyxm2tKaEOu7eGnh/Iin3fkMeJsolw99Pw8k1E9w/Z39ZWWzwti2OFMg83AicjBPu/3xj6jPdsgHxhRfn3SrSkQIFF7ZXbV9uAYznxxirtGLn77xKDJ4oNFplB1jvOwzhyvvGZWws0PwvrykePEfGzuFJvLrBttzeVldxZWIUc3lthcXhgxpz8PUTKVTYz680wwMj7iI7Tc+1/tsvl5AMYOszAawSyGEzqCM7+0ZuexqW7UvRuic8nFdo+yXPt+8qL7ninyjCx7j7vLYmd6FDLxyxtsfs5O5EU+E9bx+qibN8rGcpyrJcwVAxqdXi/T0TmKs92aY8+mY2rMlM7299s9wglEuHZbm+C15y+IiEji4Kj9OwLA87O2Xw/1louISA2MsNfH8iKfacg/A1nSlmPfrzfeyIiahGH42yLy2z/ydYfEqNoMw3BRRN69znV+X1xLmJ9qJAZhxCLn5DC1d0epWyRiqShQacXnYQOp93d10hTKgWLzwJJxwJKy3ebe0GDGwMoiNh3utz2P+X2fTwe25eK03a8WoffRJfd3W/NMmF8L7bdTUMR3VZqH/YUOF2nMAW6N+I/v9JtAzPJx4Z/bapHZNQirhHQYht5AyUfkpHfe5p04jg5EAZ/ud+v0u9tN4dLIfhYK6v21TmAmEicGnEIaLIoeePEq/DKTYERGKTi73pWn0v09EFZvsgOYDEV0Gp77gw0uKjc0ZfPHlMCxCXj5XqkQg0PMS8cMPTBTSnVeEPzlJbvH/mLi/ZAy9RGPmhzbH11I0WxpMsuHSnv+iJvjwW57hspWczIe67JI5EPVbn/TEepDupPpmuYsm4thHyli2pb7g0aSrt2jTaa0q3PseUbXiVCl+7PLdbyh1ITuI18rj3z+3M3unWeGbP8kIYVbBqN/bkXTefaMhTASHkd6dTfW/95Kb3zlmwIbRvS1DOlcTX+NwEjfkWf7YBSp1m/12nN8qsX95tWrFZHv6uBAppcC5+Vf6Qc9lnl4b76lRkuRUl7Cmp70Ee6dMAavIsK9AUqyyUdXJoENpWNVvo6xq/v4lTHb53sK7LfExGlEMQvOLxFBe7daWn/wsMmEihK35mtjtnbhENLz43aPC+0uUlIERdw1hSgQDMrnR+h4u3WcX42tbokfy/D7vBL3eLTRjAE6usQBaiqtG3tpZ7Ht80lEPjs6XWalZ87k78YxizJXtNiap/ipCjGZnT1mkM7DyL6MLNO9lU4mTAMaUIHzQRyxGnicP0aZZlYy8He2zw/7yN+eArtuU5bN2yDeucqnT7Pzbf+sWlY7KtiQMmfrn1Ds7h2O2JxMDtp11TgTEcn0z5yWaPZCK9LvNGTLAZGiDFlvvClbSDVlVoR/uPFREREpTYstBBK9xT+3agKDCpOTSryBfk6D4KcxWJBq98v29y4qNaH1t0fNWs/EQaNgi2xcCJ1zkyas+gBq312w4L+zA3FTuRlkTIlexUFSxReuA8Jvy2Pqxp3WTUif5bfYs41ftHt3DDuP5vsDprRvKbbD81ivCcn319omVuOU77wIIcB10o1NIUGDdAUbn1ipFq/YaQD2Iw3Ylj8Z+axGSUql3fe7XzfFd0ubhb+HkHZb9oL0yGhe5Dum6MohgDWNPgcBng+Pkamt7GTgw7yBQ0N/6RrmCgrxsMfa7cyz39YjLdcLh2R3q2E2NP2RmQ2vk5gxeNhXBpzgpzNBgTmG1F3XvM1ndYZba6Z+GEnIRypV93c+IhXtwOL1wnm+rdSeWVPRHJVlk5HP/fBsM33EYwBz0lJpyi4Re6l3wO3zv+0wpXVXqc3xySkT5ttyr4/yfLvP/v2hSvzdJFKJ3mijIUunkbKG0W5Vcotrtg/6EeHMwRwWpTn50dBohmOSiQlZHLOzMoC5enbQrXlbNrBNkJ+UR7r/+Yx52OeJKFgh1u6ql11VwPONREWWr+FzeN096CzSgW65zZRuYoNbv3DK7jF3BFmRIrve5WPutws4X+PY24xqbkHU+oKHCVxAtPS+8snI55UosLxbm+eHLTJUCexs34Jdg0UfrR4LRqVPmdiaa+806Y2nQsgP4oyXF+w95n12oh/Qm3wYXPOIXqfCedU03yJ0J/VLJn6rv2GUkYUQzDyVAA4z4+9No38Mz0Oc6J7CSREReazH4D8/v9nwyYUt9k4p97REPi8/cUlERBIybS4Xe+zZ+7vyIp/PTSD66kcTDDUan9Rtp/3ffej13z0WhuHu6y4ib1JDrTilInxniSsmeLTRlFInPIh0P2n0StJhCVN5Hh43ZT7hZeO7a+y6A7DcGRG4fYvbCNNjdpip7CYR7aHnoVU+PMAUbEyJaQSGFSWDMD4GAFotAb5DPbDLs/ae90N40GuMNZIh7OmlvHrBxeYZweFhvgrDkQbw5Rn3HDvy7T3PTdvfFabYPj3qdcp9FTYPWTj4BGrSiFZFQgPnFLBW79pzJfJ5qMd9X3fQFP3MBVT4ILowOG5GtBqBWUhzXAL2ogjKtX/BrRONl1tKJu1+eI9BpDE08pmEvcZUE4fixwYZlSkypZyGPUHPPtOH43P22N+9+lWbq3JEaBTHlAt8GTFhNJYJtNV93Iv9SmU3sWwvWJ3h3qMXTkoG8Hxbcm2/XgD2ZpuPNGfCwEmCwMzC/kj1KaiXOs0gv2dPZ+Rz3xVbxyEfuWgtt7n8Dt6ZOEkWGTRmuTliJR8ra49OMHLu5op7O3Gd9GIu9pUaBrsROTwxbArq/lstMq6RksELpohZyVZQYvPKQqhB//6TUJKvodBjXyEKVrzRRkVN3CoNMTpkWgn/zLDtwRoUR3H/a6pxV7Gtx/lxM3ZuqLGikfxm24PJdzSJiMjaqxZeIS41uSnPnu2QM2YWp22PfvO8gU53wzjjexwdd3OrjomISA/OPA0xlVHUI3ReOuGc0EjWQW3Ov+PcV3rnJS8ntoxPy7K1SUzxVeMoAlvGGVwAzKQfWYQzvmiKBSbRVb92Dd3fL4+aHLgNUIbjyEIsQsy1eNzdDK5FDCMdmeZadxbWUFRBKMM0Uu4H/4th1+b+9ykREcm81b5bPmEBi8eero98rvCR4Tzct3vWnp0Zq2nYF8oq8YlT/2FdQ+0NTX3+rEZmkshe7wldhne8vXDiut9S8B1HfptGBAHwN/kCAUanOG5DddmYr4wra7NNN9ePBZqP7R1qBGIpKp1nm3ECRp2CtunZLUWV8NtgtEbTbmVpdi1i4m4vMUFS5ZXyCNJLryP1u7/IBFRLgZvjI0O2sSkkajLpgROn4Q7YEJTazjzb8L3w0Hd7ndMAjNZft9uzf6rVhPXogh3+V3x10SPV9nekXhlD0Ue291BPPW0Rk407ATjtt/WqLLH3/9OjDSIisgYHaGe+CT6mP05OunfanGvChVE0esfEPp73ApH7YxmeNqt783w0g9iOU2P2Ts0wqOnxLXgDf/kFW6+GEjs/R1GEoQUpz5+3Z2jOtven8OzCnteoWwYUSgPA4BwXfXq5Y8au++4ae7a/Bw70fQBGv+yLgg4Wm2OVSroHUjj4M7gHEenRHtvnHOd89PD7A7ZnNuTYtQis/+OL9n6fOeDm+0mkGm/w3r6IyN3lwBh5B5AVguOIkuTCAK4mpYKXaX3A1tIYGrxg76RG6xKiRBkwXleX7Lo8S1pgtQYFtxNOVhcUeK2v8CTdCgtoziNaw72ilDwt2fae61WCq8M5s2py545Kw6ItwwFYHrPnTM52cxGk2rWSt1g6S2Zs3tRAS0qxZyCmlKlEpi5v8eeGMjoPZ/7EpO3dSe+c3Ftu5zI64mZnjMpeccB0TL/bb9e9vcT2labt0yBriUWsTJuMfA79vQeQNcjAGrG6P5Drgz5Md29C9eZfvm5G0gedyJQNOSYnaZxtRKU4092qM3PWGJG3PfZYr93jIf8em5tsT5yDk353K6ha5+zeERRNMihJACm7s9kK0Kan3Xl9edD2IDMApYgGhjhLgfxk+pU3ZUStIaMi/P22T4hI9MJSsWvKi0BwYo32QGEwPaYROKbdarKA/4DnriHypwZNMe4rRCg0wRaRBqUaNvSIqoFR6kDEYMwLqwIID6YgNgKIPB/DCGDVZxk20vkpCnmndJ4ZBlYk3xRRIasofXSJFaTkQOMzZGGutNqNgFJi224AaFcjVPRK13v/auD5FKhLr5tVQsM4PLq+21Fs0If0cxn20lMwWjRSQKXE92dV35y/x8EKMwx+57hd6xeaba8QezPrI20n8TxtKG5ZgOBSnjRGcChQS6DAn8M+rct052JPtWHYxqZMEY3gTChIOhfGScdkXuTzmSkIJUQKtuW6OWT6vSg99vPcW+XmqBvGBzEtTMe8huhRi089ENvCaEdeiu3TmQjuDMUdNSbYF7DflKqChURnETklZxYpCnTuR+BsMUVVisrRc9Nur2xAxR73Etd0BEpX6R5o6D85YL/99H5L+SjlzBMvWmToJiifC6AeKsJe+XaPw2vthzybhVLuwtmd83OxA3i2bvx7OYyLWFxkBJOzQjQ1gUabe38aKlWQy8XFKCqaAz7uLjcvC2ftPKdW2Xv0vQIHePn6uMZV4DL5bD8ctPX9Zx7iwbO/A/gx0kgomwBTgzSyj4wDUlJiuLLv9rmzwopnGjssjlNZSl7AC3iPRjiFWtXL6kVS+jAVeWjEAh37iybdu8G5p0yswvU0Ol0K47YfkSiuPx32Nh8R5Bk8OWFzybNU4Z8zJwa7gohIcYE9T2YxsHJVniMS3GnffsmiaA2AVvT4d2WRBw12pvhJl9TtsZ3vP/F7b62IWkIQSob3vJgjJ85LwdlcuDugML/VbQqzBnxfWnbfi400umiK6DOnTQj81lb320dqTdnRMDiMjU3enLPTbhFbEZVgTpu/zfVCOTEGD5tItBdXjcPR4YUD5+elkTyJNUrT3G8+3mYCvAPVLIwGapUl8UpbSbMxSe/Z3kO9Yyotvud5VAz1+ugRObl4mPk80USx7jdD8HwvTJsg2YuiEE1RZwPbxXYYTFuzmu2CXztStpDK5EpU6sIZCU/D0Lun3J6dGKNriGxoNKMgxa5bibVdhDGsODhyuZFHLQ9z+F4AxyP3wt4vTzPnZbrb3iNSeANnYxCp4d0QgqcQiVUngSm8J/rNyOpFZqZ3xu1X8szNrIL2ItsidRuBr7w07RTQ5gJb2yGkgVuQYinzTt049kTPYF7kc2LC9U4t9xercKuRBvtWe5Xdz6erGOFszjFjkQK8IMXtc1ZIEsNZCWeSlBGKJ+JvW0B7NgXqiPRx9xvyzLFQiPKRBRn3Vjhl34k1pyJmcZNCQzKT7HnGlm2OK1H9fWwC58o/xs3Fk5HviFFLx/0+d9U927/daNeiQVEEg5Lwk3DePVPGDSaLwyXb852ANeh8kjCZxhnff1+hfVZDgtHrbhhGTwzaHB4ocvuDtEKTiFomwMnqhA7a5rMPNAa3wTCmTpj1TgIjddyPpXDuFcIxgXknznYK+qUCkfzL/rzmYK54dmMNGmd0oJ4aggGIdSz2Fd2ElrSAhobFNhHcNzI6V6B/mxonI58TiwFlKnXvES6bUUzMHPG3I54Em0Ee0tRw3ugsd87/ZDPsTWmorYSBDHl2cfKxkFhQMV3/9awt1tuqIGiAt2FUTsPGW1BBeabPvM4/3GffF/jS5XOXTBGnIop2aMQOz7/ezJSP23jEptRB8F+BkdTiedRe6Ld7NENhnIfBlJZoB6XKb/JjIBAkzoc4uFfG3G+2gJeJir+2zJTgogeiMj1LjqddIP8cQLhdCTCPT5B01367DO+vMsPNW+Y6VUI8uL1ICSpHUz146NLxngQJF/u0XNZGu2/qgM1PzpQd+AxEZfU56a0Sa/YIIjRqfJTSGATR8GEYcHOrNi/7fZRvG4Rr17QJfgoBxTbmw1ims9AF2oZiFACUtbi5P/e67W16hEv0xj1IelsuAeKRj1GG4WbgbTXKRdqHh7DHuOb6uQXElCywIM9eUaqto87FWaRomEaeQaViSYmb+4xF21ep2B+DUCRKP0IFx4q8iQGbN6aiNVo+iage8YdDS/bsG7zSIbaHvGU93bGjFRppJOZwAM7JsQm7xge9M5Sbb/tjYtSuO4e9wqroXm8EsZqUv+X5V75ErtFBwCUYGbylxPa/gt4pPxj1J+D+U81uHdbA3FQH8lMmjlbh9IYrK/pyke+mXjT5uaPF3u/kZZeursKzM1JLo7UHOK65NbdpU9YpCmlDyk8zPNnsxIII784Y5MkiIrne6d1UaAbFNKP3PPM+gsVIXVMRuAXRdaZ4szOYMk7bPh+FTqHxTSNxd4mTUf0zdmDbZ2Hspdk+V/gOcaRMI1ek2ZoSRnPGYxBJ/8T9eAkOSVaST/cCJ7ilwWRxYp49T89T9rn6bne9xFLgXqtMRg0jalnosWks5kqMcWZEoiNtFaj0Xm+8KQ21mRWRZwbdy5dgQ7wT2KRZv3HJ3lwBIRAVzcDmUI9mZtY2ZS2q6NpJgOgNEXpBJcA0/FKrXZfKc4cPTacwyjZo5f6VCLdqhVoVKgvpBdejWqUGz6mHmGmZ9UCQSpZK9vIyeMzPM2Lg70HjtgkEo8TlsW1WgU+flq8TSi9KtcOqXSXYMYKVP4NoAbQR1bSqEIYR1SMmjEabzn24bPtjuMMO2iBwNTmYN8X6HIYx3QAvjtEu5SKbhVLrHjNLJqo6L/XHG4NMJW1FRKnYz9GTXYa7eajF8BiF2Nskt50bvF40VJWagvrsyxb+v8FHDxjJ3JyLVBLmlREobeWVBjJJGhdULoc81ozRFUYESDZLcmgF8E5DOW+FRzyDuS/2SncSe7S20vbuWhRWyL0TjYhSGKRdoEmgw6Ug6mkI8zKk63huFG9DPChxaZuxzkw7azeNSUQGWVTUkGnroYz9c52Rr2QZe5QGDtNDK36vjMFYYGEBZakWJtVirpZRpUwFzwpXVWbMJnyv32TCbsAvmnzF9gjnHfALVuzmgrg4SPXPnGT3yKy2Z0hE776Ni04OTk6aAUCerIszNm/7UUyh0JDDY2aobgBlTTrmRWEAPEuLyDKMrTKCZdd4rNdTKIHfMFYEWERkV4lLu748YMSs23eZ0dJxxuZ4bdVdj9xpqXCwqbe2wki86I2oQsjGrbl2Dpg5afeYsKZMGIOIKLJqnoGHbflOB72OdOcx4MxvKrP0skKSznfbO7dU2L9fmweWrMH2+bUp95zBHIIC6WB8SACW0GeFnoesbYKOYtEUZRfhSeuNN6Whlp0scluZm4ibUPlE61aVHSuumCYk/qUWE3nWA7F3oNz5OKJZ9PjS/TXKikygskqGXgP/7oI39ihcDwCj1RmjNQYrXKjgiAXgwdTookbWRKIrX1gZqVWbFB7ECh1ARZVWQNIIGwH272mEsR+sMvyXRrPIA8TUnnpoIiJzeM7Id1AuN5aOXffvIpbyIFM8OW8YlVP+rKlz9h4ldXbohk/Z2nFfTS576gykdcnSvwpjSLFm5JNjayF6q3QclHeLvF2kixlFmkIjX/UwFqdn7N8HcO96gNoHPIFuLvbBIsr2P1Bve1oNVRqOX+myFOb7gGHkfK94Pjsay4zklsIhea+PKJP1m+BcYgkvgXi01Z8b8tqxCrltIzo2+MKBKL60GSole85nfSTyQxutgnI4Ch9j78yoixqONLy5dxuAq0ryUf+WqB6j9uwnQQdQtQTOqFV3Dab+bgOwnu+/Mu7ukYLUaMakPdtzcBBrkNJ5ftjN8Y0eiyQSvXYvobPJLd5g+E6/PeO74TQTf0unp8vLmPyoind7ToLp1WAglvM8opptUNpZIM/WsdZt75FUhwrYXKTap52sZKR3CwDyrTn2PQ31Xr8vbga0gr0+m0ELdMqTv9JgJZ0Ou4owEnlTsZsjchkSV0ZZseL/jhxfUz1IuaMaVOk5JkAUy/N6FrjVzdCJihkkppIdQVht/sNuF6kcgIPNTNg0jLpi/J2SfDP7xbEMA18/D0OnbgaXWYAS4tRttndD36VgZRCRc8jPV3utKEhxh4OIin+r1/bSf9lnEKjTIKJfeavyqG3ILgs/t/ODIhKddqH3nOsFKTcMB9trUEnqdFG5bsRBKgSoW6vIuuB1EZBLzEc22qRoU9xkGCr9w7Z56GGqQFAvSSSaO41KgoK02B8qKlcybs/Ay1XFNYFQMg8B50eJZ+sgwBMgdM5CeDJ9rCFkGoMsHycGJ9PP1cg4ImNQokVYA7aRKfDCii1QeqHsOD9/5VuLfbDO1nbLRlN2XzjUFPlM0Kryq7100aKMNCJINlvgDQ1GKhaRqmXXADaV7vTpaqZE6HBsqbPnnPGVSIxkRtFwwIicQDGFOhn5wHy8hkpFFhlM+5TGOKIr9B5ptFBhaMPzK8AfKq+XSDS278UhZ/hpn0KR6P1IBVYBBaXjHCpdbwRYnnxwasiT2JUjDSlM3XsTeOc8vCfpdoir0mpQRq8pB+hpZ/t9SlmUi72bh163PX3mAOn1MhGpm0SKlwVPij1qq7c9euKyRQSaUXhDck81OFmMROqVi1Bm7/IVdXNwUjtBFMuRg3R2mZdRx1FFt15rLo2Gk/iaGD2mo2hw5pa79WCvR3JmJTXZvlk87OaIkfUJ4K4a6myuVtEiaWjEXfyPz5pyJrXQBhhqKo8vwxFmpGoawQSSY1f6DAexw0yZV+ZcH7X535eMhqYRlBxv32mEx8vz7nnYqP1wp+0DdkKg/PzT824//sGNVrjCLFQB+noqu38/UuNPgTrjTkTyz8Dh0uAF+42SxioHhWTaNaIMgYmaCjOcM2tA+1Jp+yrIds98bdDmb+oknOJRZFZ8dooY0FScNUbqUyDbvtvr9sW/ufDbby0etQ3ZZeHf7fyAiESHf5mCHPMeKK11tn6gwGRKbML/XRWakvO3bNVz1EeX2FC9GtE5CpUeYIwmfNh3Nxq+/s0FU/y7EPLXiFgSKkSZC69CVIIYE40CFcJIGAYDOFMaioVgteQcvPLTMHYUP8V5pwefC++ZkUgFlBP7xvWqQcpLqw+piGhkFhbbO5OMdtILOSpJGr08POqZJkfxVrH4AXQhFWYYXfb9VInnYsSNBuwhb/jsQ7TjCXB4kYvrPBSf4ntYQUujhs2otVK1C8UP5bhuXZ4JwRFQzjRUOOWQXW/XZdssGhd/eMLtzXooO/LBFQL7RmiA4sc2lpuTQU46ctxpZSAj3QUw+tgQnl63KnYaTuQIvAo8o0bfZiFQGT2prjTB3uGJM7/WnRf57qONdl6JCSuBctD0aRejqEhXTSAypulspn5yovCQtufbZxiVdfPC806HrRnVgpd9ZGwTsIHPAcpAHBNpNGINQhF4VlQWtOPvL83g/BTAOEdUW51sVvVxPejUHfaKmIUCB0GzcnzE9sfdmy0Kmtni5nBlwJ73Gnz31Bo7Y5/9cp2IiNyI+VtvjpnV0HXi3mU2JZutk/xeIGopG8Y58XV0cLRKnRgtYmeZttc5Ksi39aJzMofUpr4Ho2jNZaYHjnab8xarsIL6h2tHrKVGTGlMs8vF3bWWsUnAmp/2BjwrQe/Bb3/vmMnSj/p0Zi2yBqxAL2wCJx3YrZaG3Y/S6+3L40/bXpqEXNFWcBWIirMIg/qeVeoKl9nx3J++tao+18IgUo0xww0G4+qUpww4gLSkpq1ERIYRhmWeWTlvWGXI0vgGKKW7fRsNGipdUD5JUX0t7Te6yZ9FBGMJRH+sCCrwfekm4a2SX2ssiowXqV+PEWEkigYngaoKfKVxRioLUmdoKx8qEdId8Bo82IWJThhdgcLZAYDrCQDrNSrRN2q/ZQ/J2yZtDX4wYM/5SJU7QJPwSlmVw1SBgnIL0VXi8lU7oCwln4IRpHjGq0h9MO3Yg+INBbVfHLE0Iavl+jHHDO9rBddxYJcIzv57eMr7fdSlAVFGvnN/FNbOBHvuJvciCYV2j0vP5kU+c69s9v1yK2AAUoDxfrG6Kfz9+ZrId3eV2Zpz5PjoyDlESJOxV5ax54n/+k6vE+ZnJ2zv//sdNhflUCTKHfeVTovgPLrR8HzfPV0X+azn/F3Vk5Hv6NmT9f1zV2zfbPL9f5fWeV6SYmqvQp6J89OI4ACDlQs84zmPTdMCHRGR1yeBA4MxpNXCVNS3Imp5CtXv2/JNVirHG8lGYykfETPQSGZMQ4RE46xOVOPiAoxpUu8Qz6epsgac4Sj8FKp+ORSbNNELTktkMlJK7PM9Porcg6hOO5ybNcQ8yKxf4h3DWB0IRKJlfyDX83PS+acxSNLYb/S4uT1Ykhf5rjnLZAZ56xT2kgFnoQ1wkUHIrh7vtGxDMdvxHtsTHGQQ0BT+cUT4/qHL3vnfbLreWf5Cp+3tX2qdjHw+B7qdjKgiCzcX2yAz/+yM1ea3ImirzgIzSIymJ9fYO18DHu3agHtmdiN4bsh0+P3AsKqhyT3MThukHmLf01o4auuNN2VErTWrPPyfWz8qIiKd6O95dY7EeO69SapKw2EUeWaW/Cr5JPm+qHySYlBDsGUNm7i+0meG2DCA+kpboTQdItFdA0gvoO13SNB7fNw+P1CBllaMVvlnWy9yeBmgzXtbXfiaZfsEnveB20ejPCQ2Jd6CtA17C03wqwCiMcmOD6enbC62+OrCcigGRhSuzNk9NsVoeDsGhVGHaMX2Kots5Va7v0t9/47Id+FJYy+fes6EQ1qhrfnjh+rcvyNSS5JOVnOpUj4D0DfbijVB0B4ep1Hm7r2AlDOFPdOgqswakPoIYrQbEoludZbzYZ/arYBQPnsl8vHSX5mxk+vPx8VBE6hcR3ZFmALBsO7zI2C0r8qwZ6cAVo6iEkRDGVGZhlImjksNotsRtSTbPnvvphd4Drzb7FyuXbQo2VK/zVW3J1hmCy4STbMdWR9+o0UzHfiO+MIOyKvdvgL4KM5X/4Ldg03JSRStpLEtME5YmJRXYedGCT2TK+x8XZuz385cRlVjv6UBVSmdhLOwOapS3t7pf15yCvjjjXYWZ6PohmDgL1/vcDKq92cX7X6farF11GIiGkBMy+5pNvqRtGJ7ttSbXfTwWrut89ooijt22v5ffMEZas+/Vh35jvg5RoTIDahZG0IAOD+fv2oWhRIe0/k/M2nvUYugZjmqM+e9bCal0U5E+jkSve6bxV6jTKi7F8U/ue7sLp+3vRSgpPuJp8zJemmU+srJEnYJIeaYclCx2CNL9p7kDuxH0IRFSlqEwornVRhJPQheKG0UMygH7jD4RtKBusjnsAdFBmNu75EQmWO5087SieNObhACcZGBGUTw+E6qg+49/AdvrYhaQhBGgNgwlKM+H/d8PTTORmCcVQB3RFB3c46WEqOEH0YbW7U8+JDzTOfa7RAwdF0IAbW5ANU6/tC05l6P/RKJriJTjACfZ0eB3aMvyjsyj0VpBWhkDiKCwybgipuaWafah6DWDh9dqogisWTk0H47H9XL0j0/vRF6aO+oMY/vsvdov4aG4VkgM3tfvaU8GM3Ueb0ZUdQVGA7tQ7Z2++9wBzustOhUsGjvlHbybOTzF59rjHy+1XPxkcphnFWdqM5UA7YVlbeMOlCYl6FEXedoCoqhDdido/BiNZqXQe4fRADrtkxGPo922V7J8VVwITpiLL1gyk7E7qFYMWKCCAqPilph37zg6RXeXm1KgK23kiGAlU6HHFaXAZzmvtkPTKBW/s2AGmB20taD1WyKUwpHkbo4jShIFiqAtaADQplOzxVEgbj/VVFsA4xgCueK66/M6k24L7tYEGQ+D+yjRurPA5dHrrr9rX2Rz2OX3LyUFMbG6iYmw+CG/NDipadABHp3pc3bEs7226vd+5UjctABDBbhIOeQRdC2UC+N2jr/XBNweVHAejf32wDuzwNGqbc/L/K5aM6eo/T9zhALhm0uZ47aXBXcZobh555zzss7Wg139SKgCqR9Iamywjl4Jugg/WIbi43c/hhctOd9f91k5HMh5PLlqK4Abr5ZuPSZs2ZE3VZi76z6bMtOk5MB6rNC4GTXFtw79Z82efYcICubsXYfQbtGTf3vAxUS09J/c8UgEO/3OOBFFOMkxoDpiIi8MmbPscenbiejnDTbd9vAsDDt9cCNuyxaHKItlqTY3y2fQxeTt29wvz1vfxek2/1Wz9iattU4ufMcWsn1owBrB1LNpI2ifFhvvCkNtcW1hEiJfhNSPkcAPk/z+me9pu2sViGpnSrHKgiBE/3gfEkH1mHGHca5aVMSTH0yLZsAzIJ2LCA57DQ2VXEqIzTuM9vw0Phki6RNqMr5Vp97jjsRMMmO0SlARORqtwOPPrLdQKZ//oqB6e9BtE+pIQhYfmYABhBSdIw+KniW0bdtwBNw6G/YfHsL0q8EzpMnbsVf+h54waTL4Fi+5OYqdRBeaa4JkpVZW48HkCq64jE/rHplRS/5cz5z2T3bo432HvSkGTGjp6zR0HlEOJliKMJvvz/gDIr3AqTNYovBK7bHqm/GWdAcbjqAsW3226RLpmhyPNUAizvI2L5e79VdvryenT9COBashlI8G/f5HJwecsexcKB6cc7fw667u8Y86XREV3T0fN+ulZ5mzzA5Ys+plDOsJmVEhevI7hgaDaeT0gnDmfOTleR+871em+vby+3vvnzVKmBvKLB7qIxqA/6QGKW5Xpu3nGL3d4l1dkZXLyF6AiXSigjdKx4f9Jubga9D5JRzoenR14FPZOr3EKrRJ9HftcAbD7UgXSbejw604ufOYd/dh7RUMXCbqRWIjoy4d9LqPhGRrCq7H8cH97WLiMiRs4bh24q2hE/3W8p8P7Coih/+3+327x9rMmfiSfBwHvRYXKY4v41CkbZsO2Okuun1BgG72byj2mQiK4T3eAzv8iQKzVptvYJ0RAZn3H4sQ5eUm0mojrPL9dcz/zqoTG4FbvWRKltHfddJ6Lg8dutABf0OUKt0eGeYpLo5TDlD1o75IMTwVZu/2ndC9oODK3Wv7ceJv7rkrrvJni2xwv5uatTeWfnltqGXciJkEfGlTVn2fkxLrzfelKnP0tTK8P3lPy8iIg9V2GKxDF5D5IwGsT/fFzvtwP/zVjtUipdg6jM/1f4uC0bApE/d5eG6Z7Bw7UiD3g+qigv+UJFHi+2mLiKcrFQUjFQQyE6Q+SwU5uMDeSIS3QqK/GwTMNQ0slMHQD8ruFg5q5U7NG7JIM5igSFE8I56otstIE1ldKEFxoVi3q4gSkJDhjxqB9GfMt/jik5AMXDNGZUc8AbDgW1mhC3NgMQWxjcB8rqvoqqNkc6ZxToNeBAsy9ZZ6XphwLBNFDqn/P2iqDzw7MQPqsDkb59FK7Cf22rA6stIXTb5fcUGzUkgZvz6qxZFHPEVbu3TJkvYh3MC60juJ42IULkQr9GBqKSyutMAoLFDsswR7N0K/96kGUnFXmGUWD13ev4VtZORz4dOm6dc7N+DZMa5EMTZcABHYSQq5QijIYx2TeF6LT59egiFEjciWkjOMKb81LhiYQKVBJnnFVA9iepFOlCMSJO25CXPFdUGLjdGiTiHShPCZxyBfGAl52nMi2JUSSHDKDPpWzSCzeg1Hc/qHLsHC52U2Hm6F/IsC5xZBfbbhSG3zzt67ZycgeO9AlXaCnml2QI6jXQ4uP81cEBdxazHZRDI1uGsaMqYc8xr1AL6oBX7fQgO7EIVN7uRvHbZRQxJ8/SdHjMsb0QHFsq8J/rdniV2lmnt7Ciycvf+VwAH2IkWW48DE0f+OY3QsvqXg3pZiyFI1M3RigKJ3CpUZHty9aGzdj66YfSybZrqT1bSnxq1vcKo/5kpOuTu//9Tx/pVn2/KiFpaQigtvv3Ser0Mr4nbNMzzT0Mo7UULkOgJdn/Xkm0eKo2oKzhIqlzo4W9GqXXvgm3AE6P2mxs81cZn0NFAQcgi0UDV4bnrNykxT7TDd0PQ3lnqBBcP9hWkI/6+w97v0zudsUOajahWWGjArgYBWdoZuqahkgoBpelKVu+x2o2HXBXbBpDZ/sUlEzq3l9v9WOY+PponItEEtN/sNUH7iRYTVps871IKvG+ytz33HXtnvp/OJ6v+rgILUot3UgPtm+in+HO7DAdXCyV4gUTKadrFwQQbI5V8Ho1c0CHZBlwmjbPagsnI54KN7lwkVtp7LJ2z/dOG6OwtXkAdH7a1Y59Fdu7YiNSUVs6ysnYMxgVb7ug6Hp+wVchLsb9jL0PyOT3uU15laVSGpiRyoTDUCKgCaH6g24RyGwzq1zzNDMH0azB2NsDg5vhqhzNwqODYoUO7PIiIrIVuzVtQzMRzR0OVeE7FbrLgiWlZVltv9TyTLCqiMmOBCWkHrsy658hNNllD5vk8OJnazo+yhjL1a122P25Fr8pZvz+K2VAe8o6VnAojYbst3oPGWQHSgIn5njy60+antzcv8rlolsUm7p1pnOXAGKxA5PSHqDbP9FO7iIKw20uvp5ARMW6wg8W2B48gWk4Dj/2h67wjRyJh8nAOLNo53+HPYB3O15Fuo9zYjIiQGmhs73Q3OtG0x+hRLSKywbdKY2/SklQGHuw9NMrMLh+EjiTb0kRFzpWyh1HYNmCSUxLsrDw15OTHAxWTke9y4UxlFtjn8S7bx0Wt3iHDGaW+XwntHq96gvaUGEUuItFybme+3a9vgZol9nhTRtTassrCv97+YRExa11E5Pv9JnRrMnxaEsKsHlVS9HIHMJEKVK8CWd5m5MLp8V3waRFuSoLit+XZ/Uh02eWVPMGwBFFTcKkHenzCBG2ZyVPJBP/WAIDT+3xJPFefQi6KimLp+tDsGAynyvTrIzvESc0iRdeWbcKM99bwN4U5DQ72w3u4ygkalniv4mKMqLWiEEQ9TOIDyGjfBiNCWw7tAJaoepet0RNPGv6D6zvpFR6LO9guhrg7/Q2jgSyQYPojCufn14N7jRVwLG2/0SviHyItcxVp24cqTBGxGnBDg4vcZLaZ4H/8McPj1EPIq5LnPiEo/grud6DI5luFbieis/TAGZVV8Dkj2Rx0DDjHM37vjQGo/EiNRaVeAznuLm+IFaKVGrmfngPZbr4HRhPIzMgIlRYjbVd9dIhGxHqFSdpy6SWDEsndcEKeHLBrPFhpz1Eawa3adYlVbUFKVCkaVoAdXYHx2Q1uKxqGRf45XwGxbRmcXkbDq3w1ML9jlSqNXZ7jz1919/h4A6q08Zy3okL4y50awbHzzpT7Xc1WvfvqVdvHapRMQZb8Q4/tid+891Lk83OvuTNPB5O4u0PD9nc7YOyrc8ozTL4vRmVVRpGHbiP68dIJv63U3v8pH4TYjwItytKriErq/mCVblQnBKxzfZO7x+WLZhSTtJwyvBl4T+3SQWPoEDDA2zE/KufYUYQQAOqBw+P2/gc8Fxvnlc7rTUi1vugJqg8iK0TcLmzBqL6wxzsdZpL2QB3S3awi/bKPPt4O3rdv9+XZ32UCLgLH8qud7v+/PvYWa8ougeXv2XPuXQCka9XVdmAeUrEY30F4+25Ube7zuCgSXVLosvF7kU8JMvV3e4ltQIKsH+81JbDHR74IlmU/QB5WxdBrlY1IdMib4NIbCkG+56lIWOk5FiPdKSJS5r01Ykz2lqIajngbH/lg9Q2NMwoo8qTpHDJydhbpxeoMGiXucysq646C4mI3+mV2smecF0wTwD+8MsaehPb+m3x0qbINaaIEO85b0fHidUQB1WgjfoRVpqxk1HdlGoCCjSkfVtEq0eNLEHx9qAZcRNn55tzU6757e5UJImLpSOK8Ncth8xJyba/R06YRqRQwxEY2oUDiplI7Y+RS0lRZbrLtc5LDEsekxkwHjNADZHqHxuA9NJLESMP3EeHbgcbVSjw8BqzdU0g/zwJD85LnV/qFFlOiTLkWwbE6DxybGig1WbYPmKr+HkDv6nX/1rbJyHck9r2vAkS4Uc6Ae1fuQQ6i8rSSOxHGB9OglCXbQVB93NPl7Cm09zgNTC1b0+X7uShMs/1BXq5GpD5pJPzxLvdMg/OgDULVOLt8VPq2PqzCJIfXN87XRj734Hq7Kt28VWTaM7wXczFwxdZOZdSTgzY/t5cArwWSW0YllZg6C5g6FmZ0ocDoZh/JJ0B+CJExxlXIS5fmHTUaO/uA2yWDQL2fF6anmZnZ0mK43KvtzgCkjmO0j0VuxDXrOWZEllXslB8qB1MRVOA534II+UZEzJRa5vugbrqj3N6ZcmCfLyAjdxr56Up3gAT9iM3FBj+Hmdn274PD5ry8gM4daqCRp3Fnvq1zPhxywpMerHL3+7o9+nXjzWmoiXnrjBL1YzMWe+Hx0khe5DuWl+9Eo2zyq2mLElb1sJJvL9Ij2T7FRsHHFAMHvSZlb9dwrYjIfeVmpTcjeqJ8RjzYxVASv3rGrvvpNrueeluMnHWuIo1KYLB/VxpnkyTEBUZggwccpybSE7cD89Uu+35XAbA5vujhVpCfDgOQvQm4GjXweBDz1om0tACbMubfiUSyBSkwLirspOiBTq6ytZ0/Z3/Xi/QHGdk1ekIPdh5FAdw36inSOCF3GkGpjBh1eyeDhRcbc+wZzk1jL3hcXi4cCIbuc1AyTxzc2oKbgHAZa7Rg7/T5q2a0H/Tta1iYUw5MyzGkRIuAZ9Ren8fB8fXOGlv/bqRV1ABmhJQtz4ir6gE4XyvxphFFvRORmFfQT7bWOwYk8313m1X4sQHzTcXu3pqqEhHZBPwMWxmxmEAxmgR3c2/faFNlnHwAyJMChLhDGqLqfJHLjlhMKugOX3m7qdGMsKaWycjntcN2v9OIyq5EIuB27ggpID3Fa75/LYliSZPAtkekLdDo2makkWuAn2J/X6VfIOccDae3o+AnEQZBWqZbjwAhFfZv7PGRGBGRjR62kplkz8v3ZDqbBsqMTxM/DwW/K9/Wbh8cDu2eQ963Q2ASoI4qRZAhPdG9NyPrLAQhTdGzfs33AgpTCQcyAZW+GlF78XXDZ1IWNYKbNAtG9qExpxPqc8BWADnJNncqM/nsq9ds736n32TXPWX2ztojeRN0J7kM9RlERB70XQhIDM+RkI9ACHBl99zpzv9rL1o1cnRrP3s/dQqTQMdEA5fQAI7EdRwqjjdl6rMmvTL8tQZXTLAPVAw0SjSMT84ptuShIHl+xA7/u+ucsfIiLGniBnaiHFlBm+UIR7P/XF4KrHgYO8ouzYa/i/Bc6kF0qeH9HVDqp1j1hsNMnJJG6xhiZvuWV9AcfMbvywfQcoOD+A9VcvSMqTCYliMGTWkOOO+XIXTZdP6Yp1a5v9Le+Yl+O1xUmO1IXTX71lPEZlwFhu0MIniP1Divsnqbrd3rr5rnRiJD4ia0aTDT4Yy0kDNKqzprYUy+jHY5TKkyPaSUGxQC5Vjn/3DS3umhavd3G1D1xj6ErF6ux97VasBVpMtnp+w9ngGmRQ3GmVXOiY1LM0i5F9r7d/uUZzoUZ+I6pep6jwwIwUxEqifXcYB0f9NZYPVirEKYxirbVz2+6EZE5IkBO1fvbXJUJUuIlhLH891+m+P7yk2R6F5hWq6A1CkwPtXJGIBsqFqn4IcYNIVM0Eml4cBR7qMjbDSel2fPew7A8Q6Qu9b6PXgWBLzb0YGFZ0Kjcidwj405xJ/aHFLOqfPWgpQaU1Avjdrz3F7izjQ7htBhZTPv99xgfIApee7/l0aBZ0u1Z+/uyIt8VmqY5SjZZmvADMH0ij2HOkbUP12I9FfC4NZrfK7D5O/WfLvubhDP0sHTSCK7krDISWWmiMjWXLd27DHKquCSUpOPi3Nun7Jd20KMrgsiIifhDCqkhHxpI2zhCMda2Q/S1pF3pIrqhv7QCNxiVGQ1trPwxKCvfq+xs18CGX0ItDB3bTbnbHnBPcfpHst4UY9WQO5qKnUWe5CQAzpLJ0FFouPnT//OWyv1mZm0FiFTpULlpKlgqwE2bBTppWpEBFqzYW2Pu83PCp8KhFDZCUBHJRQRy8uPjtpBYpTnxSGnEGqBmWMensalCvPz46g8xIZn6o/fq7dKgXp4zDy+G5A+1OjbRRg1bCdFw3CTP/xMnVL50oBZjgF2JhfXRrbbglGyOcf99hjmbxfKthkxagZBZJYXDlRw9A7rMuzexWXuOVO2mAEYvmLXYgSH4f8zU+7ZGC2ksOIhVzLm9ETbl2UwnNkahZiXcz6VxkjNLBTDx5vs2cY8kfIUhAcjMSSjDXyxhYjI/ofdnp5+zhQDaU9Yqao99UahDJnOW7wW25PUzh1M8dLgKAJe66x/Z2LCiiH4WtCGiE6CUh9sAe6MjgXb5bR6XN4CAP3sY3tbic2FgouXo4pmbN7vKrVna8VZ6faVf+Xp9tss9rdEVFOB8ws4J+sZZ6T6UT7IsvB6b18kGuOqBhp7L6agcKl0HIoI+/jPLjpZ8bEG+/cKRFfOQiZoV4TtKGJ5dcz2xDLy1reX2Lz1+T10Hu2mlOxZJLqVnhpopKxZTLK1aUNULrUItC+p7vM1sPCcP29KeetW+4fzZ9xeGmHXFhLeIlpOonW9N6v/SV80iTVd9JHRg8X278SwXkJqsx5dcBSvy2gym93vMlEZ6brThUgm27hlVNp6rHS4vUBi542AfUzAeN8LOiXdb4RTNMOIjIoPeRlEUD2x4yL2TicnbU0/6ilOxiFr2sGIwIKn20vcXBCXRtL2t3/ACslWB23/L7S7uWKnETI7lFajIMN3RSC/ZfM6LSMZpCAV2HrjTWmorYVBJCxOAcbo0t96NugDRea5EEumjVJFor0/JZgtSLFDSe94NzaxLsy5XvNKGxG12IqqPqZCtB1OJcuv4bkxhKxpDBpD1fC6mR4iHklBy8zZ31dtQqkfB1Ojj2VIbVFBsTrvVR+mpxHRC2VYDkOEVUmsjtFBr2onhICC1hOjuhjYtRgl5DU0XTO2Tssvjh5f+bVx0Q7Rth2mcGf67X6jYGfflOs+U2hz8MDr8zNSQaO/bZ3KQaVouIA2JCw8IWh70EfEbiixNTqPv9uDfoj9wFJJthN+Ccm2X6uqJiOfD1+wVi2F/qyxuKMJgHUKrlrMtyqrAkQ+mM7i0LcrxG8ncCaisTL2HDvznbCmQboZDlAuOJqSc9x6LM0T9I3OJdhL6oiQv44AeVLvtBba32nP1RqkCWnUMv2jRgDxiWw3xTPG6JFSnFApsY8tsV3ZPsqcXgrHw8RHlIPECM62AncNFqDMQdZwP2rFLQtM7i832Ufn7BlU5mu6jpQuTIM9VGF7WqN2mxAtJenwtlqTbQkgEpdV92xZLfbV5iz77eo8eN28gcu9RkoSZg460QWnKNV9P7BgTt96/J3Dfk/TOKPDVo7iJxZ3aPT9KvZKA6qFKR83+jRnXYU5W9OIdg6cAca50L1zCQrGyB1I/XJmyq5xk6dFolwntQ4xasotSXlOB5oE7/twlrp94IBBlX14TtJR6f1GEJ0uS7C/C7AlvvlUfeTzw7deFZFoxoPUTBDcn7PMwnkfdSQmmz2GCS0pXItNfrzeeFMaaoEYkJYHggL8E41uI5HLix46KwAv4cBrhK4QHC3zq6ao0xEZ0wbTPxwyo4d8Ld/qM6HEFlHqjdB4o8BszTahWuG9FEYJKDB4IBjl0pY8TLvMTtn9aAwq/qUO9A1sgs6hzOCcV6bdriEczWfTFjiNAJym4qAR+JngvTQaNaxwYrUgD7l6LqwKJbaHqejaWrc/Zl+2d7vaZYKWXlUPjNo93qCk8iWo+7Pttub3+nYxzaAZIebnwjrM+9n+2qyQm0bkh/Ndm+G+n46qoLS14zo2ALv1hU87TMrbttt911auN/RFjO9sK6hnhhDJVSoHEZG5VXunm71QpXHGKm1GszT9wfUqSrO9wv2fvkKMiI/UwmtlN4ol0IGk+ahsEgyusgrAFjrM4dLr1iNqwYhTI5yXzCzbVyVe0VbBSRtGJDLqPfwZpAHINA+js1E9Mv3nIuyrMUQaOK9FJW6vEKO1PGv/UbCOs6Bnidc6OmgKnEUGuck+KgGZ+RQqBw/gt7sLbO9qpDETMuqeMntnckQqkH0xBlemiEjPYF7kc2Ky7dNk3/UhucDmbxEV9CS/7b/k9jn7IDNqRR7KMhilCncgdxxTtGTT13ZzrBonhyRlSS6M81EvEyaR4aZj0b9on+c9rIWdEgqBr8sot/MT+tcvnLBnYLr/sR5bx/vKgXPzz0kn7BjSfcSVqbGXsk4VexRPaTL22/j1hhrPASOYmgFZXodH7bkv2Xvcu8W4JfX9M4ttYke6TN5vqjVHt27Gre8TXWa8tWbbHmTBBgsvOuZ+Mj3Hm9NQC8JIo1+Sez4IpmrdSMQrkc/nQy3WLqcsRhnzEhQGcRNnUMJf4dOqv7LrauQ79sskcJrWvxpqt4GE8Hnk0E+jMbV6kmxlw5Ys9J6/hQbLN3iByND9ODbPQpS35t6vE4SNlTgcJBBd9J4khSSrYNoRzaFiq/LzSsJKwj6vIHLxxKATlO+qBsZgzNZ5Iyp0GO1U+oRJKOrVKO8Y/HT9bo6rttpc1qyYt56Ak0PiUTWu2FCeaWtGgXTfcB6YVmFbKEZUFXxLY5i0Hn96wfbHv9rgnp+pT4LXB2BkZmL9332343NbBnaHLP4ZI+Af8+9HY3AU6/hQte1z8su94Pm8ioETK00yAX4RaRPFgZIC47lhe/YNKKZgEYZib5he/cFViwZWwbG6ud7tU67tHOh0irGPNZJNOEU9or4DwOucAmGn9n08D1qQZ4dtzT/Zame+Z9rtpRlUKROrSTB5H95PjdkUFIowNV4JmXe6wz1bgomoKGeBzhQNw2f93JOXqgKtdaLxWu7vStKBtQJUgYZ6EhR0hT/H/eCmJM6J0emdvlqS6XnKqHY4240Ayy9P+8hghb3n9JRdY3gM0SUvY38XEaf/foM9A8fNINp+3hulpIagw1qRfn0FJAlqZ/DOM1hHFoVo1Prm4tiY5Aer7AyqAzBK/FSy3W9+wOTjpKfD6IITT4e2fdr2St1me+eTnlScUTJ0+YsC5GsAhcTHNKgYiTsBY08LRE4D903DMCmKKsudJcrUbDhQN9+E3Dd0wpqP1/zNM02R725DsCUZfXGX/T5ncQjZIzIhV2bs9aUinZou9nhTFhM0ZVaEf7jxURERWUJVBsPJ6rGwUSqpLKJ4ZeA1aoUnr5UaoxG7iBk4LHFnCyE2ZiYZnlrY1cBM0eti+FspEYjNYGUdPRMCSm8ocM8RHRIHrQWA0V0e9N2AIoYdSJldRFWSGkaM1LEilRgjltJrpHIY6dD1OjOoN8r0EglPt6KCieuo6cioLg/AfNyId9I+iVvBBM++kEMjJjAyMN/HfZFJPbxrpqBORRHXej4jGNk02DloaGl7Ihqc5JRitaQKLipDphUYFz0Jo+STvmPBEvYdlTaByloMQUMtHRFZplpPos9ms+96wPTzUBRFjO1dxa+kw1Bjs3um35k+u9fj4BhdyEPa8QIMpk0ettANh6QBClcrJEVMoTLyMUWDipXFUB4vjLhrn5mwd3ug0mQJU0UXPJcWK/3oAEXRIWCdlKqB88o0WRa7qnhjhxHry8B+kjOMxvf+2gEREXm2w4xeRkRIRZDtI2Pk2aOcZFqNSll54DJYgIN9/BqeU6PInJ8KFJJ1IILHitwp/0yUO3fvsojKX77QHPmsRUpsKL9ef88JnONqQFh0UL5+tw/QGS9KSUnBdG8exEMjOiiovKGuilXkJCJS5NP9dcBns4sFI1hVnnKCxiurGs9B9jcC7qCVyjQWScPClKDui1ysC+l2CFtYhU2jEBfSG9Ep7oYhqpE2ZlgIo+Da7dnSF/nc64tJKD84GO193ZPW8x7cKyw6ZHDncd/m7w+vrt+Z4E1pqDVnlod/vMkZarFY2kUshUAsBb1VKnPynWmVGD033oOegBIZNoP2YWLSNs8UBC1THl/rzhMRkV/daQJjGgSIJ1A+vMEfDkbOTiBlyrA5D42mjZg+OA7BR6CqpnnKcLCncHgYQtduCg+A1404wbOoHLwL6V4Nf7PVDfEPsQYFyhieJ1Z1L79n65lZKA9iBXSdkzE/aTCcJ0C8yH53qsAZgif28QJSUNqnldg/zhWLP4aAq6vySpXKjm2auKcb/Lt2RnVKsN/eB5wKjauKJidUQ5tKOXzKlHIzsJaKbWNxSCkcEkaziEf67xecMH+00X7L9WcUSKu9WpDWPYLK5EszNhnvAE+cpps2ocKNxjA5zh7Y1CkiInMzticmAc5m5w51rOjcUUmQD4/0E6qsGA1hL9x7q8xZUMOXSoLnletF4s2sVOV6BFcXcJB0IvR8FCIiy707h7kix6GmPnnWGOGlwaS/IcHqLBQ1sxPsDjPq93wrjJYeKN+tiJz+0RmXbvpgnRkDRSiaIMVJMyAcY359K1GZP4u0JbMFuhcOgdKFVZjrtSfSCCdb3lEu0wBW5oEpOGEFiIxWwKjlemjF+mZUvFPuvDRqZ/C99S56RAzfRnCuFeM8jne66y5DvjwN3jIS11LW6rMVwBlnpwzqzD6fRahj5gX7lXAYFt4oxpWFDnQsunB2m71BTTaDe8ELWLsd6ziMYhP/yIR9JKA48IVzRlui+PWJdWhxyFNK500rgN959NNvrarPlTCQIe9hknizAiHbU54HazsOLYXnX7XbYXygwoTHcd+TkiFmKskibEwVVp2Ddi0qTBY3kBpDQbJX4cGTH4jpn+/3OSH/cLVFfm5GZIiDRqQCMV8dt8386IaeyGembrRpLAUKBQYjLY9UumcncJK9CmmcpRE35I2LAghXKhdyhtX4Q8f1Yik2leQMKvjKPLj2KQianahuJafWAw0urE7j7Dtn6yKf8yDAq/GuZzxdwfiSPU9TlgnML3eb0rm3zM1xcoLNKwUYCyF2wzBSUuG18HrHQyS6mEKFGb3rD7TaOrNSk2Sq9bXu3Iwftb87PWXr0QrB/tyQO0tvA+N/FPM+jBlG9t5Z7Z5tPAqEbu98CuBkhZ2NLZugbQVod3MuQMsxjF1WS5YBZN0MSp5TVx28gPjMl1EJe1eFvd8xH4kjyS9pFohrZbRb9+wK1osRMxq1arQurMV26MagoGjgJwbu+72ATtCIZh/SRp8S67pqkUX2KqSRSSoC3ad8nhYA+VlYcMp3+egYtDm5q8zOHfvUMmVa5ueTcADCUF5Gz96f83xfgwCLk5KEUbuSejuD+bPunZSGQUSkHMbeOGhWnvT0LGzhx/QaKTcGQMxb5A0t0tAQZnEBVa3D/vX2oGq8HRhP0lqwGniHp1Qh1KMBEawWOKRnPUMAU+rfRreGe1csDah9al8dtX3w+ri9x8FSWzsSxms0lBAaGiesQn7W91BtyDadc0tx7KzI6+gFqxXyxKhRfjLYophsNninvMvvjI3FzMh37zc2aGvLVnnsKKTvxEzRYXTu2AbGA3KzMhuw3nhTRtS25JaE3zzwLhGJ5klKZo9MT15JYyELqT16Vd3wpBs8WD6AgMqBoF0AMPDlHuflbQPImniD8nxbIIaTuzzJ4ikYS0zR3od2KP3+ADGt8Nkr9vmPDloYlyBpxcotIlLzKvB1LKW+7NODB6sHIt9dI41CvW3yq+ecEMhBRVo+eKReAnHi9ioTCDPe26SXx96Kk+DP0b6PZNumkXn/i7amn99uAkaVCqu2KkG58ArSODc2O0MtvQhzZq8hly4bLiILik0V+DEAkt9VbQJzFOukka/DY7YGpCdoQhSIRrYq+1TsXXJfsWG8RvvYlJz7fGzKBFAJAeAb3VxdeD4v8h0JNPMAolaKC6Yz6O0Tb5OO86jNjdmIvBQKlWBgTXl9pdOE5H2oHKwrmrR3gvFZ6buKMFX9DLoNfBicWnM+LUvOKILps9BVZPCqux4brrfWmiH354cbI59nEZX8pa1un44jsroEg7wQ83rOp1K2oJKcQG6CkxvRTkhlF6Pe+ZzXAnunFe/QssCiE2ltDkbUtb/vHd6hERFJQQuply9XRT5rOyHuiXKSK+M8xmokT2VfijQiCwdKfHXvOZDyUsFvRNVnZg2qC3vdvUlJcfWYyaCa1kn7/oKbF0IZkmE4USYm4N4LPq1KrrI5OCyUH1qdOwSDPRUGB5uyM9WsAQKu0TzmuwDOiZ5XVgKXb7S/m+4GVKXQvevMkMmtZ2HU3bPBOMcOtZv8LPf7jQYJi3+YDdDU9hlQurD4hxkC9k3e4fVnHbB/F8BvSu7E3TXOaUmEnp2YwPl5n/126TQcjn63x1IybK6mx+wZSO+jZPYsNOMaZMFQ/YdOKzh4Z53Tqw2P/+VbK/W5Na84/P4tbxcRkRV4DaMxeNSYSiiBccLUJkdZiVMOyWjyfOqSAf031cMb8YDbXBhyj18yQ+UmRL6YglMFnAncyDgiauywoCHrPhh1xDwRhE7m/c+ccCXI/+LG9sh381N2QIcB2lRlR6MFQSBZhUOwMOk2axeiiC2NpmhGB+w9csHOfc1jCRklex3FDyyWqPVNga9BwHNcAy7xm5dqIp93+jA9jdoaGBG5wC6V7PGRKHYEhnSZeM3mgntBw+I9Pn0tIpKH0D1b9Yz4ljt855pqExKD/WZkchT6QpBr5NdCtIvM+jk+6tQFhnVGGlKhaJaAD6q/wRmwCRmoLJyw30502ByqYUNuqC50bthYZQYM11QN0RRSESBtXwKlrDQyUfOHM9FYa3t7fNjmQiM7tfVmyIz2WSSKaYziWne/3sv2DLnohECnJslHy3uAZyP2iXyKjCg2NbuzMDGIFDi7oIBNvc87JMTrMKWcBahGMtJjUz4SOYZU5KZWk0sLOOdZJe6ZrwHcPD+B94Rzx3G+yzl1eaTsYZUhDNgDrc6YG0XxRzqivlR2OciAKCaQUIWonrfzjLi6s0AKke3AlybjPfLqUEHugfzhEiAyKKCZmYBc9oZoKno2Xmg3w7B4HaqfbJ+OvAjKp5ZKk4mL6Jqh+ioVkR9SQ1Cf0WhXJ+oi+DRv2mzO6xywoenZbrEZRUxB7+oERgz9dK6gX29XtxlUhJxEVVz67NXr6BV7BxxzGueatu9eh6uN8rEPcqXRt4tiy7fySnO8v3q8IfJ5i49mNaOoIrMithOelI1MjS+tX560f08ttX8/f8jmQp1+ypR54Ki5BxeADX/SFwq+5QhvF1eT5KxPt9Ear0OItCLbKW0K2iFUU5YBkM78/NdOOwNnJ3LzJHocRtsnjR6MYCPVItLERsBkSR72Cry8yu7BaCAxK3pYWfqcnWQKjCmzF+Dx3ONTkFOj9gzHkEogH9FZL5SrJ+09C0quB8iKiKx6QUKl/fpFM2RPIYKzYRKnw49zYDpnSogpkc4BJ4wYPicfXBWoVdhbUw0UVqGyvVH9sr1TabI/dHV2EM/+lSkXKv6zF834iMWflosoyQBIhXWOWLFXlxjbcWJrFI0IsdflGlJ4asiKWOSXXh73TzaM07I224PJN9aJiMhTv2vruL3GBC0VRqQSGoYeub/KgctkmlxJUVmMw+jbVURX1aAmtokpsQun6iKfWciiaYjpEfstlRnTQ0k513MtJQPnw8q38hgAcWLfSMMzhQjdmQtur/C8tsA4qYGM0sq4WlSrTwIb2Q28zVIMqo56gLtpnBZV2j2Sit3fhYs07m3+jr5qnn8xUp9qME1AUTeiRRSrGo+3u2sQ6/u1C+awsn9j6tT1RNmdmPe2ElO0SXhmdb7IIUhjh/QKqVuujxheG7FnS66xaxz6guEHt5Y7wy8pxe5bAgqUeRjyxAx+5Yp7f0IDfgiHfRJnaaOP4BLLyUpxdncoSbW9qdyK5C9cQCs5GnXij1gfZNGmXfZs5BRLKnTXSER1Z8FEbNnfAzmmWDtSy8zjfFyEwbXVV8gT78moLmlIBnHmU4fyRCQa4zjZYTosqge31+3VwBRmpdo6pt9qDn3YjarxIbcejF4mldsZbGqx36qDc7rTnoGBIBLVM3K+KTf2fHK8KQ215IRrUuGVMS13gh3X/MJRsaajLL0DwHoCY28rv55NnZYylUtl6BaAacARKFy2llLONRGRMt+D7b+/ZCXBH2mzFEMNQr3zviLzXngr9EAYXdkOhnR95n9otxTF7agcJIhYuWKmUDU6j7QjFZFGaJiWYFXO/iI7KARDq9HCClG2mxJ8VjD9K2N2X23tJSKyAoOBeLUf9quBY89Anr0GtA5aHXbzFkzZvLbdadedu2CGESOV7b6VFdM8ZO+mQT7ijVYq1MVZ0AEg7UaMVVW6L3RAdGkaHtp/eLk+8nlrvvvNXTWGV5qAsMvE3xVng4Rp2a3HrfcYTU3HIROun0Uk4V9uc577c12WEmH1IpX5phie8mGk3BkxoWLXiAEjVbzWt5C23gLqB6XP6Ok1Z4GVel2ANWSdd3uhFrjV7HzbH734raY5ogR/ns0fOdeIiZvy10hDlGQLsG+UA1rpOzZqRhbPFSPnNL6VP+2zADoTU8t+w6VzTtYMjZjcIhykCCnTccy9Rg+rQYLM6BObjqshT4qMLbn27KwEp/OlGMX7EZGlAcTqXY3ssJvJCdCi1EzZ9607gGc84mRwWrVd9/h3YxvyfeNu/zdm2HnnoKPSjuhQiY+4ZyGKyAp7OlEz/pyzJyWdgmoEBdiqSFNs5ZBtl/rMCWVUcmLW7THi5BJSQfVxxd4jqc/NVQKwN091oqgIe5tVnbqOxak2r4NRretsX6kciOq+A71F2McQODB3+r6flB/bQYu0G4ZRtZ+XdND4JFXbGkmm7ddwxvZm4HtBX3rR9kRxu8mPBKSWevwZIj77m90mBz7YYjCkKTiyrN5eb7wpDbWltYQI9QVLkFlRNLvqJqoJ6c4/OG2C5BdbmE+3DfR/HXNRgE+1gqoBkTjm3rO8gXZ5xLwyWvlXhixa0wPBpiW/94GjiJxIrABV4cdSYxoJF/HbHfl2qLRx8wEYTsQghRCYijc5gfD5PVHM4jYXJ3y5NgmD85E+ujJs71yFeytG5oYKhscBwobBrYrmHnidFODHQQfBgo0HvLHyOtaD698FAuLNm92zrfTZPdBnXtLLba4Sx1Bl2u2ebSGqBYqNq3AAFOz6uctm4HwM/H3EvxCHkekjrqzS3Y80zwMVdqxvaHLCYRANoSkYWLV3bQG17z7fllgFQwYOxyeaLW2f5VsDbZ+1SN4MCwQwF+dRzq84pRWsLVNi5/tN0apHSwqA9lFbr4OILh4F554W1mhLMJHoFlFVSZP2HuWeEPmSnedERE/qCq4/K4y2jw8T0B87MqrFB7vBuUY8bBkaZR++7AytDRVmkK4gxR1VWYy9onjXj28w5+4MCnoIolZsX3WmPc9gt+2VAsiM45dtv6mcoyNMx2ETik0UX0oHcj34AXF3t/k2XKzGJpcj10PJyp+FTN1faP9et8HeL8gzoz3FFxMxorhtp8mgoXbgHX2q+SrkBHnNSMWwEfJPi39mkOLlXKTA0U9dc+tIGMZrfYzYg+4CRpKuA9Oo5XBIyJeo+yZtHUZ8pkEnRtx6JMHxescew3U+d7I28rkNEcNTnW6OWdywo9j28avoaTzvYTs3AGeaAhZNGv13o0BGMa5bC1nEcn03AhGRGd/zeQB8m5uaTYcldtqaj71mf1d40GPUMFcF0P2TlzHfHjP3BHgaHwV57pFu23ekt2rvM5m43nhDDbUgCPJE5H+JyGYRCUXk4yJyUUS+IiJ1ItIpIu8Jw3AiCIJARP6biNwvIvMi8tEwDI/763xERH7LX/bTYRj+7Y+772oYRHiF8pLtcBxGhWODxxmQxf/fbTdrnAeJSkcNNFJD0Diry7QDmujTWPwtS7uLELpmc2xN75xGfp9jBptx1T/ncfxWo34i0W2aSH2gIxNCIgmbcUHsHrsq3SauzLRN3gF80EEcsI1eQRH7RHA2xxCiBye9ACaXGSvHSD+i3ib72rF1VwMJC7GOKhw2I21NRUOqhq3eiFgYh9cJ/rrJq/ZsnVhTrWwqj6IAsd8yYqCjDpiXSXhah2FwkAZAw+Y7kdZmMQojmMPeQCN+iJFVpoyjGIYX/F5ZQsFCme3R3Gv2+eIlN69Mv7EakAqVykqLDxhd4POwD69GHT532VJxB4vMASAInW3KvufxH6dP2fN8oskMA8W5iIhoV5crMPQLy2wdmT7S9l0bABGYYc9GzMUU3llZ6i9N23klN9QuFNCcnXSTMQRlSHLMm8tsz5N+YsanjVgdXoCzT264Ve/HMDVMlvpLaMrOamKFKCQiysiU8ziwhlr08746O9vLwM89TZJwnLGKRPdw7ElJ+gV2dNBzrtFmkegm4dOv2Rk8mGIGrGKPxoEZLN9szl026C5GUJCiox7RVxqRdDLVaD+HOWF7J1LAdPlMTQ8KXu4CjQQ7fjCKembaPX82eCFLULiTA5lwzs/b3VVm9ASImCVl2ByrPGJ6sQuVl6S86hmw7096uAO5Dgn1If2TGoxnoMO419gLk2fs6qybN0bfGDlkQYb2wq5AJG/his1J2rzJqEwQe8uqu99V7PPci3YNyoRen86tArb8L07WRT7fW273GEFwpyETANF1xhsdUftvIvKDMAzfFQRBiohkiMi/FZGnwzD8T0EQ/IaI/IaI/BsRuU9Emv3/9orIX4jI3iAICkTkt0Vktzhj71gQBN8Ow3Di+tu5EYhIilcUF1FdVQkh9+SA22DvqjGD5JUem7wMYIXYDkXZsAnop5d/Dl6+4k3IB1UBQbIBVX0/6DNhVe3JMhnhIgcLPYULnvOpDEYfhTY5aMhLph0A2E6oBEKSDXJL/IYvQxqEoevD6JqgdAj1CIMTm8DG1d/qtbna6aMyy0jt0FguBpeSVlfVQ1DRGGJlVB4ElLYhIraJtB43wNgLsj0J43Z0XbiCFA1wJaROUS/36V4z3ipQDTeNZ+6dd++xE+k1puJz4MWyekpJLUnSWR6je4aIyCkvoPoXbF6VBFYkukVSCPkUjrn3WOkG31Mf6AcgaFQhErdJQ409RFehwLSCj2v3nSuWim9FJHbA48buRZsadrG4CI4qKnuNqlSl23nthzGcPwF8oOeO24qetwRhfweptG2+yfuzMDI2Y48S9M+UoZJ3MtJLklJCFT7V5taJ1bQ9wM/xunRI2rzhS943cooRqpBZ4PYeMbCr2NtFeM4k3G9bnvs9KXvonKTCEFOqJGIxaUSS3JV794xXfDmMFqKCdgXvrPN5GqTNSqgsIrK5woydhEzbgz2vO+OprtXUSWIRnIlTdh6VqoS9N2kYNYAbjaTLd3hn4Af9FjlJTrB1pIxSstS9yDY8D+Z9kp1zzWt9/1ryVNIlJPZztzeMaExOnLc9yIxN8wYnE8+ctb1/Cr2Nd4C54DgMuLpM9zzEn1ImjM7bc+p7UBZnYs2julxAhw0tuX1aQOJnfM4nVtV/ZoUt092J+Zi3KVvHpavufBCj1gXKHmYkNEtFrGZ2sv2W1csdC7b+xCiuN94wQy0IglwRuVlEPioiEobhsogsB0HwsIjc6n/2tyLynDhD7WER+bvQlaG+GgRBXhAE5f63PwzDcNxf94cicq+IfGm9eycnhBGvmtEFpgTfVuUmh4u5I88WYwNC99zQL3oOLvaZpJdDjy/few1VSGGevWobngbMPcCpnPYbnpEBHjSCnXu8bNyYHbucmfxZrPbTSrKla7ZBnx4Cbxn2jnpFUcoAmLCmZZRPe66hDhiLfPazOMx78s240NTFKAU8Dl0jMknK6k28AjtFsLSb/fd0UGGUQYExKrXa7dn2z9s7Z5iTKzkF9uyNk3YPZcNmpwQqFBY3NGe548fUDxutU/CTVFhTV2TALoCh1g/WcyV6TQpsPUgNsATy2zNXTJHszXeKLbnF/q5wygwxRg/0ndhjlY3Yi7HvWhAxeqbbRcfI2L0dgp8RA+3o8afnzQD+QJ2tXVOmbZANoMNRL558RzT6WU0tfjqVO0lE5OJFU5If3no18nl0DPgWPxgN5BmlQVnnjVMSb+7GO3+jy5yel4bcvP3LNtvPbL5Oo4at8LR6jpyOeeit+DxSM423u+cZexHGIAzrKlZFR/ETut+ze8i3gcfZjkpWjXL1IrJIXkSOaPb2a9fdg22zRqOa2bvfvqPa5Dbpa2ZgyJfUwIR52f0fK/0WLtp7lm+0z0VTbt+0XzZBQKqOk6CX2Av8sZ63t9daBOs8ClraZ+09DpS6538BNBN5eH+y95MnTKtdy1CB/tq4nZ/5NbveLdpuC+eV0ICaZlvzF59zjtONey0KmXYSxgkMqq3kO/PRsSYECmI55iIitT6gQYgEgxHf6suLfH53ja3vjjzPgQd9R9nfDVzzBo9dJDluY5rtpRCl1bEYDfbvAs1Vod3v6R/YWVJyWzpCxAFeC229alFMMI/I8HrjjYyo1YvIiIj87yAItonIMRH5FREpDcNQCbkGRUQtl0oR6cHf9/rv1vt+3bF8LZAub7HvQLQim1QEfnEvzdCzsX8n/oXhbe1LuBwjhSUSjU1RqoHqAIBjENtGgSTp/fp7kEiXgv/xAftthe+fRy+Pz1AfQ4CLiPzpJbdp/mAb+HWgGO+ss4056yMQzIyx1L4EUQ71mtimiIUXVNrE/qm3wd6bmetgKPQwnoPhXZwKcDbwWhdQ1anX5tp1Yk5SECWtqXPzEp5DlAjCfHoAnjaUfaU/rHmg9WCBBD1FTRXSOHt1zITLPWXwnvHMShDLtmNnIPi75u1+93vDYAtwHCwmaIfnv2Ob8eRpj7s1GGfXwM5NUtg2H/lpv2SG3hEI5fFl2ws/GLSI2R2eM26anibOI1tIqZPwC8CVDKFI4cqsKZ3KTPs85lOi7C3IAgF+Tsx3z9F9wgRta6vtpcUpe87nvSK9HZEaAv15tpsQiVYjWyMgItEkwKzk+83Ni/5atvYkBO5BhTTPfJ13EFkht9RnRtROYIWueZK3sbm8yHfsWZqJvrlHUDX+ry45kfx3W+26D1SZ4juPwoE9pW4OmQIeXbRnJ9l3x+z1SosYRjoZXVDESspdCEOG0Y4dG21vhzjnZSW+yweibMGUrUFiod3v2RedEd2KdDczAEz9sielkq53zposIk8lz7FCFFjRrUS7IiL9iyav1FDhaIMT0gx5FasDDTnQMursGqtob7bFp127zuZFviMlR1Wy3Y+R4QmPOeYaPAIj+jnIHTWyacg3ITW6C2eUUSntU00n9jSqRQkj0KBIFXB785dtvTJ32zutwrdPa3XfL142x2Op3zQh94LScrwOPCgJitMxF8M4m4vr0ExxvJGGWpKI7BSRXwrD8HAQBP9NXJozMsIwDINgHdTt/+EIguCTIvJJEZGilNxIex7y+WTGINHjhiCgP1y2ybsGrJAOtoaYWac/ozY3vjx8/aYUiTZU2CJInyk1wYTy15GWZSg439sqa5jFFjC2PzNoyvNGYMn+3Sa39Gz7wt6Rf4/y+X2FbueyIfKdG+2Qk7dMlcp6rU6WSPoIw1AxCaOYB25yhrwV/1MN0CuNr5OgGWE0q98DbZlWIEj0EnE+z7oD2M6KonJLibUP2bxmQggqe/8tpXaAkxdtcbjdp73S4TPeVWqChHi2XigwZbpnxI0pRVbRveYJeC/M2FH/QIMZF+zxyKhCQm6S/38Tnj98ARGDOlN8J886BUaDYzeE6/FJu8b2PHu2Ig8jOAOOt/2AGYzA4+/wSrkizfbMiyP27xtz7FxdhtNT6yNxJI9eugRANnB+KQNuzxaCL3C4284dlXKFhyfQIGNqqxl9YTkueLzWHpLOYu1mAEU46ZV9PYDldIB2oMKNcIfv9jkjqRTRlUcabc1p9E+3u+s115vxNj1uSiQZeCWSEf9fdY6janzJ3vMiqH64p3O88qQzWQfSZab7eZb0KYktzku2e9Bx3JnnZNSrY3Sa7Fp7S+x5wkXAGbxTkzFhc5xSZnN8DbQUN213xikdEqbzzkzxOe3plHYiB4ZcP3QN04OKtWT2oiYD+V4MAvX1zBO3O4juCJqKFLEMSd9gXuS7NhD7dp+374t9h4CGfcD1vmLPxt7F7O+qray4tyfnGBSxd1Yjuzg1tpGdhT3PIpR+n1FpwPk4BzaChMDeQztaVOTYe2RuBa9qh8mdjBvsnVY7na5IBURquRfdGFKvX5teFHQwwncYdCjUxUEQG8PN8UYaar0i0huG4WH/318XZ6gNBUFQHobhgE9tqgTpE5Fq/H2V/65PLFWq3z/3ozcLw/AzIvIZEZGWrPJQo2NMRXJjl3grfArKhWlCYh3aoMBIO6CD0YWrUKi1HitSmo9UyzTJOO3e0zCSTvqqPhpcD1aYkGR0QDduP9KAvcj/09O+BDzFoMeNFKKatAGHmVWkKoyKxO77hRNGJvjuNjPadDANlByV5gBmIfl6IbczP7ahwqbCeqCzkRJIXqf1ErEwiltkIUQfDlUl8IPJWe63rahkWhix59naZobKFw8bjYoaaPQ6ue8ozBWIe2vJZOS7qRgGqYjIJCkVvFF7EXNyfhppDsiO9/t2OGmJdl+mRjthcLaMmfGgEYiMXYjw3Wfpj4mzwBJ6bAkjYwTIMx1TjVSzFm9UpdsDE6fCdkEJ4p6D+/xAke3X6NZtdj09j+xJyHQEqXUSs9369p4yQU0njL0qmz0G8yyioY04P53oUFKB99td4N6fjgUj52NoPbYhx/3dpXXwdz8ECz9ThlpkwXu8BoeDFYnl29yan3jR/p0tnWY6Cd6+PnL8fRBY31JsMoMg8zm/j5kG4/gerkFDfmDR/V0R+K62gnOK6TFV7DRqKB9ITMpRV+POq669iEi4bPfrPGbKVTMD5yDD6fQ1Z9n7Pz9CGezO2+uTdka34j0r023ffP6qO6e3ldozpAIvTcVPudLoaTse67HzXIx5exqdBR6pvB4OwmKCFNxDq8VXwTFJehdS3bwC7JbqrhOToJaBQ882XEc8wfA7qyHDgevm/s/H3837oAAJpW8oQBUy9E6np0hi9uPWVauwT00DnVTiZOTz2oy7Rgq49cZ7TJayOOq8lwX1GbGdtE2AH6ysk65db7yhnQmCIHhRRD4RhuHFIAh+R0R0lsZQTFAQhuGvB0HwgIj8C3FVn3tF5L+HYXiDLyY4Ji46JyJyXER2KWYt1mjKrAj/cOOjIhLN6t0Kjh2W/MYa5PDaAFJDbfRK65+eJttyKG8M8Tq7UZFJLhXiLS7GqJJk1R838Yy/9jzSI/zMqptmcPCo0G3AQWNaoR+h2XIfdeF3mxHyZV9Dne9TALVuyom9cXmQ1KusBAj7BHBQNWBhV8XWs066l4eZQ1MTVcCtsWCBQu6Xb2i/7t+V+FckGiw+BSydUqtcRoSDe5CEnLqviMWjoXIZNBKNWbbfNBJJDiMe/N84Z8/24SoXhq+G8MiFIq7GmUiHwtBiCfYCVWCxiMhwpwlg7apxDiSWl8EHd2epGUlkjteGzeeh+Kh86RQpBpGRBg5SDbDXp/an7EVknRWQbEauLbRIccD153n9pt8rrcCGktAynVhVGJFaZTzIeUCkhVFrBZkTZxsVfcN5nYNRv+QVIhV8JWQU37kGtBU6GFEhiS+dL62Wj6ZfsNTWEaR/NLqWD8OJzboJd+hAREir5xiF53p0wBi+yTs7zDbQ0WksN3WRjPRyzk1uH88esnOQWmTXYJeC7h5nwE8hqsNiiq55+8zqU80McI+eQBHLtjw7xypjWeTFkQPZVoh9rHue92AGidkbPYOUkpuB62QnHS0sGZqw894DTDbT0vWsuPT6jHuX+/UcChYSA/13e56GTHt24rm+2WeR8ffWTIqI4YJ/9BmOQX+oriHhPEmpc8pNv6Q2Ii3pU55TA/ZdSowomoh146Gs4SoOL10v+0VsXu49/Ac/s84EvyQiX/AVnx0i8jFxz/7VIAgeFZEuEXmP/+33xRlp7eLoOT4mIhKG4XgQBL8nIq/53/3ujzPS3AgjipuA8786Zgfs32/2RH4QPjx0RVgMbrApf4C2F9pEE49BDFat97onYeA81W30AuRSYlPtmzyg9OtdRfh3WPQQji3+HjT0BmDAfN1oXOTjjfabaW/gdSO6wrAxvdjcZHdY21DJSRApPQIVGHsL7HDRIGO078iYvfMNhe5+VEQ8VFRgms5i/9OjINtsQySS+BddR6ar5mBE34+G8UteWRe02N/va7TU59kXzUNn+kNxSoxmVLBnJe7d59eMkdzPoGT897eawUX6FfXAuS/pbn12N6qCJ93aMB16BJ0yaHw/uNfA8pP97nuCpUd7SA2ACJ/n/iKWamTJzgQLHYjTOO0xnGNL9nfbAEIfRhp80Fe4bkFk7BU0PG5CKm0Vk6Hnho3R85KRqkf0VRnnM5PsWq+gZ2Ux+qVu92BoNrauRocBpmhYsa2G4xT+rg1V40+i+fPOfPciXTgzG0CCTEX70oitx8FiN8ebUFXOKAgdqyuvun21B6ns2i32d9Pddu7IA1XkI+5lcFhYvUtncZPHTdGIoMH+0qgpNlZqaqP5kSXKPls7kuYqSe8wlCTlYGA4ftm61c7x4km3n7p77DzXJpl6CaBpc708Og4ozFZQy6SxMhBrphjNHdi7jN4fAqGxFmFcC4HbRMEPG7sT+6pGPStv2dN2FwpWMrwDxEwQeSjZkkkLr7jOzdADF7CXaMDpWbkKsm9CNbZhrtSgvgycKSmUngBGb1+hPXOH1110hCkTD5aaIaYOB6vnSa0x1g0YDqrNl6fdBsivgVzqQPEg0r0qK4vWTGdcRaEIIQztmJdwHeeT403Z67M+oyL8D60/JyLRGLRxNkj1m3UJAoXeOlOmbO761JC7xtsBnOXIhmEw6oURvd0eAL23AQwaXSXnBNA5RDPqoYg49PkpBDsQDWyC8nhqyK6315fl03OLqpzEIY41CE6lsaNGwCbwD7GggQebylMPJg9dJ4xI4jiUOqR73ua1Bk1zaRgyKqPVYzSMvtVnB+Y3d1sKt3CLe//Ecpuz5QsozDhn70F8kHquLOemccaCFo2Gcu2Jy2NLlShnwf+e3uMqWkgRr/bfL7i9sCnf7lGWZu/PFi/3be2MfFbhkdmCIoYTuAfWbtDjv06M2zwQIJuLqC4BvhqJfAXYDdLidKC/4Hu898zuIjQ4idHcnAPGfj8XjYgmU6GQeLKw0e3Z+UFbr4U5m3dWBb8GShodjFSeQas0RjM1mscK2W5E8Ihd0dRwDQQ8K9mY2uP5OO8j8kyTMkXFod1R2Mf0hzDIiuGwVqHiUrG/zw2bTL0VTeujWu7480iGfUacv9Jp8/1Q1fX6KCoyiNQ5HQOV7S/gee4tt9/uajBDNP8uu7ey0E+/ZnOc1WL7LrHGznnfP7jrkeCc3IEs9DiMnq3VXjadn7a9u7fQ7lcEmMl5D09pzb4+4iJi+1lEpBrG0/f780REpCQ1tuwjBGSHZzQgoTarn8uKUEDko7Mkdh5DwQ8dEo5IZwI4aZ9BD937KhhFdtcuAAyHjiUbsW+Eo6IYXzo9dBCoz3T/sxtQwWZEHLNBlIvQnkI88jdBbl+2/bGyZPdW3DLP6AgzKDAAGe3U9PC/OPMW6/WZkbQmO320iu1QGPLXQYxJMwwK8hmRzmFfobteIbzrLvx7CgoALvjw7naEtsmfRLqMUdBWVPiKIAIqeSBolGV5nBdxJYcgJJrAIlACBa0bpRBpAN6PRutRH0JmmTiBqo80WK5/g2/3wobhHUMk+bV3Lis05aGpki1I8bKrxGvwYvVAl0CJMGVK34MROhWqhwA4VgyXSDQ32poX4EFSbIO8st6ec/QsQMSewoCRKBKoMoKlkUhWG5Nm4T+dNo/4t3daSECbdZ9BqnEnorPjiOB8vNHfIzV24QEjXIwepNe69U8oBqZyDnhPQAc0XckIJ4XSGBwkFm+8MOKe/2CRvfN6bOove/zL1lx7D2L7nvZ9/0SinaxKbxzQsWCrm0RGKDwe69mr1inillpT8L2I4KlRRrwbO3QUIWLUhsjWKU/hQIM8K9HOEoufNFWSkWTz17ROupuFF5pNIBbtWRQVMfq4aaMznDtetfveiEhEEToTfOlsXeSz0k98osXucR77vAX7WAtoSI3AYqNfbrONcwTG/p3lLtXeieIQpjZZmKXO7QfqbX8QX3iswzIZt/XamiYUun08h2xC6ojJ9sQ6eza2gtNBnTKJNbgV6X595p552z/9iPYxQrXTn0dmLGam7D1IyUOs7Xs8mfCr6PxBUlkSwWoF5Pev2pzcieKneaRw8wrdOoUzgADgPDdgj51GxxeNHJ9EJuDRRntPrl1GojsrLLbg8xanmayJSv17WUojtBpZGKZ7q8smRUTkMroA5M1ZZHXkJNgGbJkk1adgE8CzdhV9c7NI8uwjykzVdszZ3qXzUoGq34W1n2yGvSkjapVpleEv1v68iIjcUgwMFrxxnTQaPWPrGEOF5A/ym3wQypDeKg9YrIJWhjnJ87OEZ1vxRg4xU7ehCTrTgIo7oyF3Gm1m2L+TvFTaNHkC16KVTwVU6IXqAjy7LPJ6ASOgiphNwnlYCfqnMaiGBiMmPMw0uLUIg39PQk/SgRCDNegFGwUNV4jvrxi0xjvBQt1linh2CNfARc56gPcM3oMpET6zAq5p4DBtR5zTEVTiafuuMwDqMsxPGhaNLtIg4z4owN5mT1pl2W5B+6I1RNEWEAXS9WcjbirUc+DlqoMQU0HKquCNwMocHzFDNcc/PwtFiEukAuP5aPACn/uZwp4OTpEHqr8O8mnio1qQolRlxwIdRjuIDT2H5tglHlLASDcrndmhRM8C02jAuUf1rP1GjzlDd5e5Pc93JsnvDZWmoNI9Kzr7+BaVm6z5xvH6yGem+XStc+GwkhuMET49VxdhWBBzegVg8Vakx1K9LCENy3p9QfUeBJZTFjOCtxOUKkVt7jnW5m0vrSKSm5Rl3ydmeJmJtkEDiAaTvT/W4Lk7CoxaAdqU7fPRrgvoYkAYBdOgtxSbbNOoG42TDJwJnn+ls2CqurHB5McQcGBn/ZqyQr8MMoOpVnJkapSL8m4MaesdgDjo2jFyyGdnZx/iYFu8sdOBzAv5Er/UZc9zf7nbV8Qt3rzNMihpDbGZG8aPeXzlBpu/vmOm715AkY5WbN9SajKMQR4S4z8BGaNO7R2v/Oe3VkTtmliFyUmwKN+E1ima92YZPdndCWq+AsVX4xU4sWgUCMSCaGuLXFAgsBUSoxIURqoQyFhPbFcnUn4NWe45GeFrxGYkC/9l5MuVvmQTNg89QlYUNnpBMYN3K4HwYGRw2L9TXirTPTY/f9dh8/p7O+zeyr4+sEChDI8Za6PGYA4ExmcvWRRkTwHIiAFq1ojpE4MmBHeBdJfGZXmVU0oXn8yzZygA3xG4wZgKUeOBBmkSUrG5STYvaqDQ02IhSRqiPaS7UMwTKxkZdaCBq6XvOcn2vAQ952O+377RhHWF96QXuuwZSMMyAiNRFSY9Q/Y9JLP8cyP2d/eUufVPWYeyJgfKRate2Vpmdh2jbX+ZKWKNyrF4qBrKhZHzV3zK7/ZNRttIqooroCJQDi/yVj2PfqqlKDbalMOiGff5hRET9p0zppSac21+tuS6d61CkUeUYwln8cFKO0uaEmR7vFpCQGAwdfS7+5FS4D3ZBmxlO5xTUJKbPclxB6AMpZBB0yh4UtojYnIzYFBx7Yi7uuaNYdI+0OCYZUrQy7wCnDU6ymwddB4y4WCTq2Tuu2jvxkFgfW6Duzcr9+lYHgfg/m50/1BoxNd7bL3qkOkgPEdlG520+ijSbjvnNHwVwsCztIi0XDEKXdT4akTUc3IEdCGYb90XrOy/jOgsK8jLsVdE3LtybW8Arvsb4Fm8udi9P+XSDejTSu40ds+56GUeDUfe70CR/VYjfxdxho+dNZ2xO8GyQkmIqM3Pu/crzDfdQAN3D6Ac+v0wqVfY8gwBjf1F1Ltg2F1nvDkNtVBkblWxQvY9MU/vqHVeJUHRrOaJTpmBg8fvA0ZMsqPoF+wg3VnjQuzzaPUzFxWVul5pi4ic8GS7BKFvKrBNvgX3o3GhI3edKrF94IzSIorDKKkm2DU/2e4x65UkIY+FEC4aHhcR6bzg3p+pmIuoXvyPO02A0duICFqEkqP6ZWJ+tF8qcXt3lqK4A0Sgd6Djgwog9lx7ddQE9C0w5FcW3by13gWCxIsmwFg5xhLtPzzr9tgH6xlRQAUYhIry6tyEFF42rsVCFwLZtXhhYp3G1i+C1XybBxEz6scdw84MTx2ujXzW/q5l99raLZ2zexTO2Hxn+IKdqApZRFdoJMRqdXUBFWBfB/brfuBYdF+wyoxFLGR3p5NQ41PpJzuMrJWRU0YU9TlfOGcsQcRXbsReWul1HvFR9Ku9pcTOD5XLCCJmu/28roRYo7zIR0kM7NkUJsBzQGG/Hifj5Ko7K+3A9lBhsHBpr29yXQcjg0256+HIlWXae0x6I5H7kpENVixrGvAiZCNlWzOqRUlQPe2jMjTOaJzynfTzK+i7SzJitg5qrLX7Bb6wpLTa1m6g2zR1dpXtweMvl/prEV9lz8PI2BGkIPO83PkNFDFwsNjsZd+PeARG1gLWiwECEsQqOfjTw3atf7nNHI6rozYvWrxCXUQ+MPZgftAXmbzUaUYNm6ufGbX3ZHHCft9HdBD8hYyuvb3KDBzl0UuEvCuAXCLvX/41OA5Tbq5K0+wP56POHT77tDWjWulw+pLsMeXoIUsJ79rt3j9IMV1VCq7H/hHTH5rVKsKZeBYckW+rtv3YgzaH7Lax3nhTpj6r0yvDX6l3qU8aakzHaNUN004VmDCCRGPhP6iUmK7agdZTGl2jBX4RqRKCZM8Ah/C2SmcwrMepRS4pBV/3Lti/U2FMw6hjGkc/FSCFSXwIcSwahmafTj7PRvTIPOHJZmvZ9w+CllQWjCIqUPmv2k2g/FzTZOQzIyL6/kwfHRk3BVYLLiUaflogQYJNFhZEpdL8b1sakfoDM//hS6b4GTFToP8EIm43ACBOMtYhj/OjgCIIn2vwxCDwLx60vRWEp2xA3Mk+tB7TRAVHihBinjgvmzyNzChA8ccg7PPgdWv0kEqbjgej0xRiGnFmg3IqIkbM9B5ZiM5xsOMH8Yz9C26nq9cuEm3gXIGBd3+rixqw6o0RcqZ2NY2VFoNXUUTkO302V3QM/t0pd73f32r7sj1GZETEUuPTeIaZVaSPgB/LgSGiVYmMPtasV0xQ6p5tAVQXS0ux/fcne82I1j6sdEJY/fwMMIN3efgF9341UuA0dslBpatEsD0jiuzpqwb8KM4dr9UKnCAplAor3Lx0dpjBUVVuDhtxm5oeTsbfd8LRHYlqoYYCIv97tsIilUus6k1i30h2zYp/FgsoiJ6pc4LaSftzS42LHrGA5LsoIPn4gcuRz/0+fUgjawDFOOsNlYOsaH4ekThGzJTKg7AG8i0yUk/OQcVJ00Bm9J5wiHafXmfBQhlk0ZY2wwB3oJVebZXbC2mFdg8WkrEjjK4dK2Q7sOc5tsBOuOBJyX+W9Bw/k5GSEEq1J5mkouZm00/M/xPTQUONCly90VosBgX4ZeTpaRjpODZh131HlQlPcpxp25tOeMSb8+y39CRVUGYm2aEsQXVVGdIuuiFELOqQin5xBIAzEqeHjlVfdQD902vS3zC10YvNyoIF8lmV+Pf7ZWABqFDpT6jSYUQuFVPNdSa+8Lg3RHcWkGYEJLe4n75/AGOawryChxGpcVUYW9HTsw+G0w8HTTh+pN49B9vmLDKlCkH63hq7nuKquthJAZ4kyUY1hd05Z9c9WIS9i7nat9UIbdXDzBebv4GX7D1oRGV4BcR0F6NWLBB4uq808vlWbwySHJfRk81ojn7EA/xfQY/N9zb1RT6z92gaDIb7vJHUCeXC1mQswlD+tFycgzQohlFUuymepg+0OFS+7GObB0Pjw3XuOYYWbf6KkCatB7BcU3ekkyGdCCl7iH9a8a9Pw/kcME+sim7Y7BRR3yDWFsYA1+NGNJvWs0JDlhCQLaj6HvZz9MSA/fa3dtqe2IxnJ/ZXlTX52/4ajtyjcOT0vLaRIgPgfzaw34guDV890igiIvvxbqeumtGypc724KB3smPJCZFouANTxkcn3HPsyLN9NYe1Y//Wv7vq7nGw2J6XXUV25pvMrIacV+4uOh6pUS3YIh/lsgf900n9hQfNOFscsndK9Wv6J2csynRXmT0viyKIL9RimShsYIHJMModNWpZ/EC82kmQhLcCqrTbX2894526fa93ltsRKNl90NZ21R5NjsLRG/TzetvtJhs5ajMZkHDPcREQATpZdG6/hYKln2a8KSNqzZnl4Z9s/riIiJSnxzY+znpc0S4YHI8PmBAgRw8bt+s1aAwwdbMZ5cMaadm2waqM2NCXBh5Dved86pOCloUOxCEodqufpH8Q9nxOGpxD/vcsKf9at73Hv2hDtMZvVoKeDwCQTCzIsD8If3HJFANTWEx9MWKoPFlPg+/ol1pBxgoloDg/cuLU5to69q6D19KIEQUUU4YZwALlVbrnTK1F2vocKnyGTfE/C+NDDbXd62AsGInUsnPQekkZoiBMXZHV+pQvFmlBRJFUHkyvaqVdCc4BsX1XgTHaAQoDJbosPGhr3vE9ew+mI9RIIMaREQG2qZqEl68GCPfoKK5RGiNCF9WrDwYFjZZZCMfDHmM2ioLv3BS736e2GR4rr849Z+o+U9RXPmvnmfJDU5B/cM6++/N9tuYjOI+MmNV7dv5iOD18D7Z008jnNhiT9NApl7ivlD+M0dk7cF6z0L8zwcuo/JttXVa7Tfn87+81Rj7fXGbRZQW7H59gpNfeKR3dIdQ54zOy+Ie9ZzPxTjrWYji8IiKfu2KO59s8234/0oFPgWblP91k65yIQg9l3tfIokh0dLGgzjbO5VPOwHlp2PTETQCO06DuwfprZIfRIFYqUkcpzQ4riKeRkcnH2SUWSo0VOkuXoJduLbe10/1WRMMqH1i8O/PseTomRUTk1HPmpI4iE0IjiZEkdXa6EHHMXgeXqIMMDOwPTJ7FR9ApRo3ADSBfn8KzFSNb0A1HRcf2TSbviEtbta0gf/58s4iI/AoM2UvHbS7oICk3IPU29zyJzZmWrfDZvUde+/11I2pvSkOtMLkifKDwkyIi8vPNpCVgutItPkP3FMRs1s4emC3eoifZJEvNS8A4/LJX4HtLbXN1TtmO+G6/HbSHKuw5dXGX1mnWmh6jgo2bg97IGeC1NoIItixGXpyRoWdR1XijJ9BshVHDUVNhB2Vuxm1GsrjTWDqFUDG7GyguLx0Hn9gmpl013UQDkZWebElTn4kS7RitPajs6tC4vGS7++18p/02Ca2QfvfJ5sjnjzfZ+mb51MNpjzURicb2MRqqrY6470qgwK5CKbNP4j7fsHk9ouVjE7Z3d/v0GI2hF0dtft5ZYwK8rsGUTqKXKalt9tuzj9manobg2+7njdHJaQgl9mkl3krT4KQyYVukO6Fc5mL0030SRSEt6BCwv9Ksfe2swLQco70ETqvRUnoAxR1P2vtHRQG8QRmsQxdBrAxT4yqsGUVh2lJ7PYoY1nIDjHRWwC2vw+GlxN0EZx8snox85jpV1brvQ6RUhwew7xChYHTtsp9XUhFwH1OBq5HNBtYspKJxxgidGgQzUT2Bbd5o7Gmk8TgyGoxq7ai1PZGMc5zgmf5HQblQ2gDqhDE4AJ6QNR2A9glU2NNRuYACI43afgOkugUptidqM+x6JTEopFixy1ECp057QTeiSpX6YyuKIlS/0OHfgo45xduQfl5wvzn1qlUpkmLnuSF7p43Yp3pWWATGCCcdduWOIyEscZQDwHhX4J3VAeDepwF4YtLut83T+kQVG9xhe2LsrMkXFouUeRgRK947B02HxXIsKCdoTBM7uxgVRXbr+86jn35rGWqtWeXhX2z9iIhEA7JJbquCpARewCgmNZqjyDaKhnTZhuh1hEorIBwy/W/rAVIfBmiXYE6SxqoyJ9Eu34Ns+3poiP9glRCjVs0oJlAPgxZ/NUlBIaAV1EtQ9F5caxDcT3owCXQnWJJztRnl/oM+kkCDk1G0XCiEIQ9KJrUC0zWsBiOHl4LPj4KK4MFKM07OgEZES7/bNpoAS4Ct0Mk2O9gfmsasg5FJbCSFijoDG1E5SCwZjas6RJI0fE8MRi2M6C9fNaF6h2/yToZsKlcaCdXozJCW7669iFT960gJvQKuvps9BQ4FFMHtdBwGgK/UFBzTj88Ax8KIof6WjhXv1wElwFSiEgzXgO+JhJ3ZUPxq+NQgpTY/Zs97ttfmVQ2mr3TZ8+4ttGuRJ+3UFBWGO5ssfjgAapX5GC2bWLlNY5BjCMqs1e8n4jpp6L9ne0fk85d8z96HGiyNzOKnhHWcIS1iYgqcRUykQtJVIuyBg5CTYbyrpsQ2AkbQiWcgVUesdWY6nOduAzC1Pf43FaDxWQa+rGY/ZNfTbq2ZRt8JYD3pSRgNVnoaYgaPTth7ssWenmkaUQTpsxsHezProFFLfkZmWbTSmd0IMqG36AD3ej3B/rnUNazML4sqAHCrzrNPEnU6Tlro0Q7H8yRaEN5fYTL681fNMPx4k5v7L1015243Kv4HIWu0208PghEXQQvzsb3tkc+9PXCAC9xZym0Dh+QZ29t9Y/Zb3bt0zDvB1tAaBS1CAYRfhx8XUXtTYtSCIIwYYuypNwSSVgUzUjCycwGFAA+YMucPILRN0UkPQhVqIULQbPVEA7AwioXePSerfRhFu4zNplEugkXPo7rqICqfHkflTqNXgkxnzq/mRT5TIaj3Q292AMbZBpQod3tjhxvxCg52P7A5FTDmynxUkoB2VpHVYG1eG3PX24Pqm691m5G1K9+ESj/W/MGqSRGJBu8yZXyg0uYq3+O4tJWSiEgG8BHkOeLaqOBaiOLsI0GxXSNB3L1pnFFAEVdSnYk0uffipvEeI1gP5VkTEenxvRPnYjgpItGRMXqHpRnuGkkp12L+3ebc65VENv6ejgf3ElvgaPT0K52gUEFkjC2klMOLXQVovK5XIftXng397nKmVGFQxUjRLk7Ys3cDFM917PPPcXeZOUU0rOlkse/jsN/zLUg7sdUPm46rYmNfxEu2tNICRgnio170lWZlaTaXE+CwGhi0P3y46XrsTToMXeJa26HYinzVMwHZjCJ2Q0Ft8u/EjAYNueNoYN6IHo9qoNHgJL6QLPRtXhYcRyR7EyJ4V9jqCAZcrccuJQNkno5zN3jUno1OrY6pKP3Canx7V8UMErPM/rdnEX3TggPOD/Gn1Yi+sePN6JLCCOzZhpBem1zhNcxg0DFGIm7iuv2aJSZfj9MWiTbUnkeFo0YJGTnm/mAnFeXI5Ll9D9aOBvCjzeY4v+Cr24m55LO14YxplfIK1uV9GywdTuqh8jJbm8fPuEr4BzM7I98x4hYt59xzsAMHHR123eH5YCRxvfGmNNQWVhPkpOd52gzBx84DY/6AlWJSG5Ps3xntotJV4UksQCvSnWsQRo91u78rTzdBw9QFP/Mek96YY4n7dhAEFuIgqddNQy8q3AxgIxvJa4FArMohEZHC1OvvwWgGo1nEHSmX0BYwyP/RBbvHX+yzA0gPKskf+NkFmwe+ExvvKr8YeatuKUaFG0gPa7BOKjxZYPL0EFPcFjG5t9Ad4qw8pMnyTSg19Ns9WEV2xeMmOFdliJj1ofBC+1YyFZWaaEL7xCTC5qjmUsAsve7XwRd4sNjmWLmNGGUlNoXRAVIU6JidNIFC5cFqrtc9N1HuqilZRpwprB7rtXf6557VnobTK2M2P+9A/8mOyTwREfnhoK1nyZQZEWVIZ9HA35Dn1rwVEZNnBq8vqhERSVl165gKA6emdDLy+aUOc3SUT5FRvV4YFKysJfltZtL1DmQJqF5i4biKYUQUmk0XxeE0GnVvN0ejUNQ7gUHqhuM053FBlI0l6AtJA3gvuJ8UinAFkXe2hCtHevDJQfebO0vtuoQAkJS8C03ZNXp2ctLWfG+BnQPum6d6HcwkBUqbVCbrRfPUQMsoAqE2+qYW1uCseANvA/Y+efjagE+eQgDgq93umf94F7ICcKzGlm3ebihyvxmGQ1+UZn/3EuhHauAA6P5/YsDu++4apswZOXb3YxqwGmvL/sZTHW4uxkHQyz1Bx/JO4Pwi6VWsMzui9KM1W9+Ce6fz07b3H6mym1StQ1+R489SXQHoWzDvLCbQzAqpRfKaYPT22P2Y5ry71VGcJKMoj5keQjkURjEMDlJ2W2DychS4uyakq9cbb/rUJ8GlTEue8/gPkopujNHRXkRkI0ppz3p+nDLg0pKwGRk90vA3IwqsYLoIT4qb/0bPQXMeXDz8d3r2vTHwC/uBNziBazShbYWS7LER/XbwGRFDohuToF5SbhBXovixK6j2oUCgEUlPWUcuNrbiLkREHq60w6q4IFIjML24HgFx5HlYDQXD+oURMxw/tMkZarl1JrRGLtnzpkB5ngbLdFuJEwRHUGBALMmfX7Rr/HyzmwsqZ/L8EJdF/GCbT+9Mr9NnbxDecYOPOrHaifiQHiiMt912NfJ5edzPC+YK3dFkYsDe44UeVxFGw5EkpYVwSMaAwdKIMaNBRVFYS7SySfEtvfDb14FHUmoNEZEXwZmmxsNdjRY5OgM28SbgEtu9wVmHwpQCkHS295iVpFFtRidotPHM52O+NRLLCDjTpKwc1R6xpNaYQWSZaUKmvDS1fQwwi/0obiFF0O11jqqBfUwzC22/DnTaOWbqUwezECRQjZU5IJ6PFYns+PDSkMkrjfrT6WEKkxEKlTFs0dYGaEUmnL6XB2z933nQpYHXwNW6BsMpAfph2JMDzyACTlnDjiDzONPapYEdJrbDGI4qePLyipAEYjwJSGcbv+/3ubn61TZ7DxoJV1DQcqc/C+RLywMcohi47pNHnRxjavi7qFi8r8ZwXrEYD0itEs2HZ+ukuk3PuEi0TGRVPHW48u8xQkq9zQIrPYMsXNl+h+k7Rk6L0IbsxHEH92ipRIq716K2zSgmOTvgvqe8I4TqJ+mlG17447cWRq0lqzz8s80fExGr+hKJ9uh04ZYwYSeRBmK6M1Zz7Kg0EEq4J8HnpWS6VdUmiBhifdKHVUWiyTs/c9lt0p9vtntsAq6CBKv/0OU2x8MgECSG4PSUHfKPNBv78v+66A7be0H+yCbHBHirEMwBZogthDKBlcjw5eNX2k3gMuJ0CVE0pke3e04wRgbY8YCVT1rVSMNxvQhodQ7Y+30hxyYYsoMQVsQr1exxCnr6MoiPIRin2BybnSe8whyEYORhJUGxRiUolEcX7f1ZqUnP/bQXiNthZETdA/OqRikxfNWodOZIQWQnf5v7u6Ej9s4F1bb+KTW2HhPH3LONgH+M4+l+M3DurbL08j90OiXw9lr7jilcVkZqOu4QDGAaScSaMs2l0o0RvuZddlbm+2zesje7tRs+bEqChL8rHSY/vvlUvYiYUyUiMjl3veMhIvKfT1sU5MEqN1cszHkZlXGLkA83+xZRVD6srCM9DTFqDR4fWZ1/fYRURGSceEXPE9U/YHPWei/oW+ZMLilGS8TO4AQULkHvVVgbJfa+CudtA1qFsUqbtD86n3QyGBkmTEKNufwsgOaROq+ADCblTuZdThGvXTb5em3ezkEAos1ZD2NaguwbgjH8FCK19ZmAEfi54jmnkUmMb5PneyMJLhkBaDiyN7GmBxlAGISxfGOzOSqqg872mMF608dsXq8NmmOw1O8xc0WQLzMmi/ou2NqxS4UaajTCvweM551obajO13Hgl+9FSn4MGE/ylx71vI7kHmTfVFLSqH6hnGQAofFeVEIX27kKF9w6zr9m1w1xRunIzk+4M3gBUAYGE0ZgZBO20ekN/IeO/Me3lqFWl1ER/naLq/osh8FFkJ/2hONi0fOl5U3rXkPoSVCc6+FmTnmFylQlUy3ss7kVxsNhH8YnzoHpOnrjWlhwEim1CqQdCCIl2ayWecfqRyoS3WD56Lj7u09sMMAxhURengn2fzhXJyIiB5B+Yx6fEUVis3o82PnBBjugHSBYpaes80Lviu2tiENgV4kRn46qBg0H+x4e7zcj4PadLqKWWgdFPYDqtFEQEA+ZQNA0HyOKJFLOwx4bnb8eo8ZnZwP7oSjCWnfvDAhtKn5yACr5LRVDPZUZfrsN3nHBnW5Pr1w2QTvdaXPx/Ys1kc8ZPhpDbjDio1j0QKZ/XUcK1OMT5GWyv9OUIRuN8ww+jWrRTESHtD0PjR02vq9qmIx81mKRsW5TcMlQAqkgUu7tzxOR6Ag6OZXo6BAHqxFFgvCjuByjmlW7e1fCOBlEOo9RdmYOFPtXgXR5PiKVJXBYFa9WCKgCVcKRbuPP2gpn8ZCPIjNySvoJUoo85RUXsXrsf1sK4+J1FPRo66woOYgIDQulWjymicTP+TEKRUSiCW1zdri1mTuDKGKf7Ufuj1XfraSz2+QS03kjMFqJm9IiNrYuo1PICF2Pf37qJUroHMAkKBMuzbi5uAfvRkONz6MR4xTsbaZ450dR2JbpfkOy70WkLReByxtBQY9Cg54asme4qQj8a/g7rU69GUV3PVhHcmEy+qiFFXRubixCh4mF2I6Djk1bzEFM35kX+Tx/dDLyWavfUxrs3ZYugUkC8LIjZ6tEJDpVTQzwDcjMUSZoa7aPvP67b7FiArGNTr4aCkcdUQ2jEYkhUJuKtssbZeR5OQCyxEPD5lXd5RUfmayH0SORXj5bfCg4PQroD0FDolgtfS+DccaybDIQMZqjuKLFKJC5zRUVxiPe6ya+qhKVWC9cqYp8vse3pHkJ6SUS/V2eJR+cCQ9tZHsGYGAKKDJun5m6PgVzeNyuS1LIGgA1L3vs0i78+woMvAONZojqSKyzdQmX7aBNXTYBRGVNALOOHwzkRT43ACx9asrd+6EKYCMJIsazEa+XkuC+Z2UZB/GDaqCVwzgtgGKMok7pNkP1tnz3h4tD9mzzoHu4r7kn8vnigIu01GTatc4hrU/A8QV43UprQ2W/t9BWnd6xciYxgsNBA5fj2WG3Nk1Zdo8nYNR9LCra7e5NJ4SfX4XRooPGGdO6L43kRT7TOdFKVhofjKbvqALBqo/2kkBzAXKAlCxU7ArUphHRi7QcnTDFGqZlIb2ILifkqPpup72/8vr9dbudu4822PPwmYs8TIBz9d1+O1e7xAZxXopXq0MUsR/GRxRbvn+/E5CvN5fYvDa02tlNq7d9HKS5sxQk2LPTOAugIbXvKyP2paz+h5GZD2iEjsd6LCK5BcU4eTivCv34Upe9xw5gY6kTmPXp8VNEHr5CGLWk1Djp2z4R6J8NDDT3a1qt20Mv/sAqvon3Iy6TbcG0cOThytiGE8lxFa/JhusMTJDA/RRaVimx9aFhm5/NOba2M1Hk0O4z6Y+usR6q1OTS1MD1cnXmrF23qsmefXzQdNHrHlNckWZrxD7XhA70IPrcmHW9Efmj401pqCUEphzS1wGR6ma8OEOOHvvcNW+T3b1gi6htfdphETMFsYUdBPwipSC6kISwMStHyeSuvDFnp0zQ3lduu4otNRSHwOhcOfAGTyEMS7qDZo9XiyLxxEGaBaBS6S7YvmQOXteecvNMfv+4S6n+/7aYwnkBmJDd+TY/xPRo5Q+rk1joMECsoTdKacgwhUuwODnuVDiy+oxNejcnW1Rz2DPgt24xIREu2NqRJ4wYI30nCsmbUehwFemxfR4LRGoJGssd8FwPFpnBpMb1IZTqM4LFJsVKesqI2oV1WOr3Arx/7Yr7/1S0TslYsPeYnUEUMAYhKQXUIv69AYUeSvjMFDidkNPAvGgnEKa7aJzsBuanB8pjQ47bKwSeb0Vv2nm0bivc6d61cNXWnCBirrmm2qkYqcDYdJmAalVGmxAZJJ7rh3B6qjLcM48hUkUcLaOhLATa64sMGC1nyigR81PgefbYKomVvsRBtoGHUXGyH6izd+Z6MEqoBgWr0d9RbeeVg5EU3ZtMH+VFRZRQNe+NhB24FvsYF2LekuC8Jfio7RwKFhJwJojX05Qxo7Pm2kTveeJA9XzsK0ALqaiuAbY2msJ9RxXofWA40bFmFPWf1bpz9Y1eM/AOFNn+4LlTx4DwnecvVEc+37HdqiHnO3xrqqgKa3t2OnpDMYzox3rN+Lq5GETbkIMlHtZAiBFJosuwB2nsjy87OZaRZHNCDDQ/a5Q4ijwY0fv0cyb7UlLtna75+S6vxHntsWc7jr7KClWgjGLBIFPcg+jlmpwQ2/nkeFMaaoGEEaHBFkkZUGYXvId+oMgmspJtoXB4ehaut9KbsmILDP6dItAWYfSlQZi3gIuMlSLzPpS7Kdc2zFWw1NMYVBA9N/mr4Ha5EX0m6fEf9b9htKMZwmwexkOHP1Q983YglJ9LJJqv6JPNbrOSmX0vqtNOAoewEWDfPu8RU4FdQvqQvfNW/RzvAUD6JJ7hduAfWD2lXhqFZEGSCY8RRIG0QCScs3md77O1zYOwL0Zl8Q+vOiC7KlkRkTNogXJvpRmDauCvrRMNagDOhQKxyQvNtdAUH6MrvF5VOt1GNxjBoiCh8VVU5ETD0rnpmP++sHJ9tHdwLrbHzEjuVShiNXBJaDmCPXpDgV1DAfC1mHdSYFzCOjfBQ1UP+jCq5SbRhuo+gIQLxRl7NM6++3J95PO2wuv3FR0LGqTPDoPwNN/2gnJbEVM5hWuw96rO2wZEmRhxpazpW7B7f8cXPTRn2/7ZVWb7jpjKUz3O1NjTatHkrBYUOoyguAOOmhql01GtfuzMFySTksX99vF+W+fJFVuPvOTYMijRK9VnQZFC4lY6NYc9jUgl9vteyL5ZAPlLy4ArOuchMEiXJyElyJRERbE7CxUS+0ywlyeN1mdH3V64u8yeh1QVNOS/0eve4+Eq0w2XgdGjHNwBDKJe70BR7PQyZUJzgXuOflyX0etkE6XSc9LJ4AywAEwjGkT4wWlUgGr/63vLYu/dMWSk1FBj0UArCt8InRmH0aZE9AeLCUOyPfjyqO2399ZMikg0oD8ZjeiDHFRqgvA4SHMvEkKMFiTZHr0RmaweX4zWjKI8Zogoww8iRfvSKHh21hlvSoxaa1ZZ+JltruqTSpngZAWtk92aXicFKekTFBBLnAvDyhSeWV5Zz0CBMfrAv/s2gJ1tvsVLIw4Pix6WUPmk0S6S+bJK7HkwRzOipo3W20H+yegKR5uv+KkpNeFxostC4bsbrUhB55C4rSUo1KcG8yKfyT93wFfX0UukQUHBp1FEpvh4D1YLvjRq76c0APRQKWj6EGm4ocJFBCsftueZfdkMw4VpGN8w2k9ccukhHkpGPvi9KjvuGe4PRk4ZEdO1Y2SQEQym+BUfdgkcWHdVmNIm0SV54vLudOu3cnEy8l3/KRNmiYQUeEOLhSBsys70WXQnAHeNE4i4EuPJSLU2YyftASuE//i8rdOjjfZs6sBUQPCzonnzPjPUdCRVZVz3nYjIuW/AkPXGOVvkcDAldnzYvG6NHtLIYJSA669RBYKleWaI/bs4Y++ke+Uu8AKSCuemnZa2br/gUkmbH0YEJxf43BO2dkPtptgzs9y+GQKdCpuHnwf32wGvlBhxTILs04IoEZHqdKSxvCN3EdCClHUIf1VWUE6Qp/LBG62iObUJHJhzHix+0Z4ttQSVzmwi7D+ee8GMzGT2XUYq8hgUdLXXO8SwpUbRVtg53uwN6nbw1zGCFR21tHOumaOedQpa7mizquiuPnftxgYzKFKK7LpJFXaN1X6nH6c6bC7P9BGegkgt8d7eAZyFLK71BqJINKOByvOxqBZLds63wXmn7vuDM24+/2WbrR2dt1gtGDcBJ5ZXans+JS/yUZKbbL8tX3C6bw3ZyYwb7MdD37s+bUm4BAv/RiB3Yq3pjS/917cYRi0wA40GTBcOvKbx2hE5mkO6j/xrsboGDKCAoA8RN3ouGkmq9ta8iMjxC4bzIAcLG/ZqgQCxJEzdEERa6Q3N1Wv2DGw9lA1PkczQ3/aA2VwQGR4En9EEFGIkJToEDh/2XJy1ez/V6SJKTLs0gaW/DhitGcy34mo2w0tk6oKRIW00XkvcGkgIS+Ep3VRkc3zIe7bbgMcgmSSpEUo2ut+sXAY7PiItVzrMCzrTbp+VYJj8dVS+FGxTvnrsGz02fx+oi41XIFlmhjglx2bfdDI6ELWkl6/j5JgpARqAB6st/J/d7wXUrP2gcq89W9chYDM8vvLyrM3l3SCNvIR9zBT/xZnrDaKMxNjCTKkdCCZnT9P7K+1ahQDzagVsH84Ez09VuymBwn3ut9OH7e/Ty21P5GbY8xzucY4K+eQmcN2hKDyKnaVmb+A8M2y/nYFg3w4QfkKMQOsPBuzvmB6rQwRXz/nLMBaaEak7c9YSdhtbnEOydNnukVpre2b0Khw5RCPUQCNRKgm6d6DASJ3J46iwboLTiKCd3IlIvf7dRjisjKhQ1urZ7YChQvnQjU4i9dlYswvuHq/1WOpvx4QZuGU3Ig180tMUIUI8gejSNURzyCn3WK+TtXVoZ7cTco50QUo1wQADncnBqCI33KPbyZAPNcD57zW50pRtZ16zBefazUGqHrc5yR7H/m+0vauDTmE+K/OjusNcT//U3mW0HuT0VOc1SjYAy9weRXti9/6If9crcELp1JDrVAtseoAjnEUkv6XN3vnUl+3eef7MlzbZvgyX7DlHgZdWChiefRb5FcJJJTfgwaKfjFF7U0bU2JSdbU14wE76PmCtwF3kxQDpi0T3X+vzh/EIwOtsRkxKhTrvsazXR4+UC+1QZr3eCifLNNOdjCRpKvUEQJaVeIY+pIQoPI6Muc/7i0C2yW4Cs/bbjzY6L68XRKJsa7IFeDTtjUfSwD87URf5vA0EsjzwOV4JJEE5vzxqz/72avPstWccK3m4XlTmTLXpIa8Hho88OMQS5mxw/786BqXVATwSok8rwBvEApxz9KK0X6s2yUz99JA97w4UPbBThu5TYiGI82KRijawZ4UcmceZim/YjErdQbeOudtQ7dVhf8feiBqhYuR5PbJRdtVQLB3X6y8v50U+H0BKI98LYOJq1osAdyGCrVEZ9uBdg7CnAE7wU0TvOW0D9s9Ju4a+P9uH0VD7E0T4fm2jvZ8q3U44iCyUIaZWYQ00SE5A0bC6m7JLf0/HjBQ5da22zsklbu8GKTYn12Zj43rVqBERmfIRPDq/XBsamS97B4mp7MK02CnVMRhiqsAJSeFviRXTYpLUqIi1PU8F2uPV3IMI5Zhbm6QGULosoMJ+HoU5M+7zYo/tO2LbWAE5CQPu8QHnyNyObgRc/90lFtVVWg4WJpActTrj+kpokej31sEKUWaOtOKwFu3z6Ohlt9o1ErL9O62C6+2cXXcM8moAZ7vcO/JTMCyJYWNEsdenpRll3oLoG9+MckX1RxugNYThcP+XeP1JWqWW+4BhmwMd1QZzZMJBZ8COvQBOti32RPNXkFnw5ODMNrDFFCOGbGOohU7vOfZ7by16jpr0ivDXG39eREQKAIw9P20e//sbnNf02cvmdb63xrwKKkH2OTs24QQTI1UjUNQbsk0oa3qUIfHXBux+xIfRg7ilZFJErBWMSHRYeUOObTCNiJDckOSv5CJjQ/RGf5CoqBeJIcCm0h5uTFeQw4zpPP1EAc4+lOwvR+CwKprLAJF2zKGyFgBwZZ/eDSzADBQmUwwMdX/LM8tfmTWhtCvf3mk/cDxqfFAZ7N9jOB566GdhZGuEk2vA1CejayqscmGokO+MNBsFiB4pWWQJUvnE/rHCUw047g/yXTHCx8ILNRgIAWhA+fxrPZb6VgOYvG6s7iQAnFHkfm/4PwVh/xBAuyTp1P3PSjfyUp2EYmOPQ8WQMXrLBuWEH9Q3OYF/+pwJ6qYK2z9HQPSpxhAxQ+xJud76L8VoQ5SL9yB2SQ1qOnSspmQRSyY+a2ER29TcUmbGAIlZdzW4KOoCClcK65EyuooIDtJRL/l09f/ssut+Ya+982NdNod3emwW+1TeVmbzyuj7WRSQKBXLcVTEs08tK/gUJE65fWzClDrlMrMBdQ1uzakGh3tNduUCEzfso4ivowDp6hxhBnaNWH046fCfQXXqXlAZaRNvtrmjE0YaHlLAaG9mYpkzoV9akPrXQrpEZBBaNtl6JCDQvTTsfjw/bfL1EJxROv9cG8WjUW/ReK9CcYPKPL7PGeiqU5M2F4y4arcByq2XgfeqAZ2OtjqjzCCJ+D17rYBidQ70TvPuPch/OoK1I2flpWl37xLIczqp54EJZJZJnZO3vdV6faYnhrLZHzCmPt9bN3ndb9+Ftjnf9dxIIiLDi7bBPlhnm0OruRaRC7+lyg7PVQgajTAMAKS+B3xpLCAgbYW2TtlTwJYrbDNjyzbrFREbkfOdv9wFTiCwWuQkOQFMM50cV+waoF0IhuDNPDVkwqwZ1Aca0mYYm1GH9fBairfgweZ1lQhSRGTSY35IP8A0WDkqAJ9Cf1MVUPsK7bpd8zaXFyEctvsUJnsAtp+xqGUZwKDFmCt9pnG8Mz1CRhGnPRi2IMV+S+Od/Fk0KDTUTwzOBjCHM3o24oUA552RSOJcuK/a6tw+nYOAZsSREZxr/n40WDlYLZwGI1qdjA80WKqJ/ELcC5rmeRmYw8259rxMc/F+Fd6wm4YBRAVFmEDFjDvbpJ5hBSRxqRoZG0fEgEb4n5y3w/Ybm2yvqCFB9nJWQ1LZ5fh3InibqewufL8TEYiabPfO2TTeCJdgxNWDuvth6OaguTwjLcdHDGt3Yca96//Yatd9DtmC+ytN8asRxcImpvOeg/N6ZtLut9EfR6azuI8JP9GCDEae9xWa3GY3FxZT9HTmiYg13xYRKauHY4kCKnW4WbjTiIINtrkrwG80bU+oQiOsOuKId/jITwb20tFpW+eNeXYm+pHh0GjmjaWcd1sbUm7oYKFV3Yzdb3kY1cSekofOQiOikyykWkLLMo2uEVqUj3V8ER0olFrqcK/J33vLZ/DvxFbbnq7xKfF+tDFD4E/2VVimR6ml6HiyYwwHIS4r3g5IBhl4fRGKirptDQoW3XvQ8aIsZqELyajngEdcb7wpDbXVMIhUYjJtkAyFetWHQIl9Yjuphyttc9DwqfUHmizkRwCGHgB7vbLi04hgX0yWnbMaUKMRefg7KupVVHhVe+/wb9pNiN5eYn/3QIVZ7jQSarzSYd+/YcwPI3yl6W4uR3DwP9Ro5Kgc2vaILUJIPMnekuTdUaoNVr2xvREJK9v8ASVRKqMLk6OxeWySAr2HCeWKdFuvGhyeQX+wzwBjUIRrsYUWDU4VmOlRkUp79meGYxu4OmhQ/O2pvMjnX9sIT9obc5dmiK+zeaXnqoUgK1EGogmPSwB9vw1tlnR0InpQvMC9ZO+kZ6waET7eg1WvZJa/vKCchCDQXIfXT6Muu/NtzwwhwtMFjrcdgAko5x4JmFkm3woHoM8XunCueM6/0WMCVdduC5j0LyDadV8F8FN4j2qv5GYhwOejKBeuL9Un1IEGRw1waZ1Q2poGY5EKgdU0kk56tvitKDw4e9nkGWUXI6Nb/dErh1HL374KsLhi17aRe7HP9hWLnNZCkzGKf2MkKgfGDgskdLBo5m31VuREbFIa8FH5RW7PkjuOGD4aBpU+Mrg2YvM6SdJyFM189DV7pkdr3FzchPcYAK6Z0TyNojITwm4DTP2y5ZL2/43qeAAZfA7FTwcK3Ts3AF85M2HzzqHFP+zgQjhJESAF7DCh80b52wBHJxNGrRaQERbDc5ASw6EXsfTwVuyru8onI5+fR9RfZeIBUEmRmun8GXMWzsJxevvuDhERmRm150mcR6EY5LU6XzTOogIsqHR9sdeeLSf5ej3wo+NNmfrcklsSfvvGd4pItLV9Fa1Tsr11fwCH+Rx6eD03grBomW3oYo+XYOqPXjWrvSa8x8IWID3YBKcARGQjbW5+HVNQGDmIHgz7cCoNittrDBQ+D8AkPbBsX7DAVAw3FZ+521e6EuBag0qcEaSoir2h9diVysh37wCRLKOIbJ59uydQHQV1QgY8HmIPlDOJXjCrz1gBugpcogp5Rm1K0TCd/EmKM3i914T2NigzCi6WfOdmu3k7DVLVqzDOd0Gxa6h/PgqEez14V0Tk1TGbN225lIz1OgOMIlNJFX4dc6GoafQyxXBTrZ0FjSReQ2h/YhKA/QLbo50eg8OIAolZG2F8s33VuC8myIJSSoLz0j5qhlGpr4x8Dd4nPdR0wBOIy9Tm6VXYr893W5T1DnTCGPcFKUzb08BhaibX4wqXwXFGUfr6iK0HO0yoonl6yObq0RY7r2SpV+B8LdvioBCEGCRSHyjhdS3SK0zFRvUxrnYO4pMXDUy/E7RBnO9dwAJ9/ooz5vYj+kbuQDrI6gC1QzESy9uJFNQNkF1MMen4fp/N635EzNQw4FmMRT4uEk1AfsFHdoivo3HGVLTivCjvyyE/uokfhDOoVDZsxN6CqAx7Z95e7lLJf3nJ5MdH6m09uAd5jrXwZgVGP8cEaG+K/Nzz3BVW2PMqw76IyPZaN2/DkMvUfZS19cC8adU/oRxMz1OHXfGwDcIiKBMpV+ZwP8WfssCkF1WWu7GP9ZnZN7UJ0UdGzFLREWVuzP2eZN9ZwLWTJFyxtjRkm5HpWMXa5OH9td3g/hf/6K2FUWvKLA//aNOjIiKytcgWg2X5kfYTUER1GXYIWjHBXFxldc+CEUGvmzlrBU+y0TYP1zMDLACwextXmwlaRt/yIeT0nShQKHR4GMlOrptqAEptDBEKLTYQEXm/T/2y9HkDsF8stda0ynfQwPp+HOAnBkx47sm3g6me5HqAdFYAKkEsPa16zFU04SDalvi5Iq0BqSzKMa+6dtvggS3A6D0FhclIg1aRtqMSdle+PRt7j2oLqS93mYB/pBLEnDAcmUpVXNRm8NARLM5Iiqb2aHCcmIDniygyr6ejEKk4iorRqAo3986dOAfkkdMqZpHooo/jHlDLtMxuzBUrcpWkkyBkDka9Kaz3+X1KJ4VNvq8Bo7fBp2BZ8MO2awRDa2u278G5e6TGUi1j+C176KqhVg5KDkaGy5GWK/M4HqbkGelmM/vsJPusvT4ZGaSSrINTeMq3gmJhRhVSW0x5dUzmRT6rYRwrsioSHe1J9XuTaVRGpNnflaD/S/69nxsxI+NDDYaJ+0qnzb0S6PIcsA0gjS+ueYdXkoQDjMcoaBCxymt2BKGsYRSduGaFQ7BbxQEQIjNzcMYTMG/Isb9npI7NvPmuijvkmkcbnyxC8EURa1w7+7t6GDiHfFSK+4Pvz7/judI55PNUoChkOKrIzT0H08UkM2c1MVP/2rKsDXKL80PS3Mgz4HxtrjHZfq7H9hL7zWoLOVJusFcuHQMNLNDhvwxngUVcHF/3Lcn+oOPfv7UMNTZlf3rYDuutZEb2FnJ9hm2OVhyIy8DbkBpBgZ2kyxiH8mlEeLfEs/CfR1NqRhoayJMGpaSbmPw6Wcn08uwaCtTnoeVmLQBZJqNDRf6wZbMNDYTSFMLmr/nKlQZUJxLnMgllpl4n+bKIsWEKl6BmBfhG8UTBGL6E6IquAVNmHKyG6piztbnfp5fJBM/IIDlv1DPthoLfhb6gp4CrKUfKT9fha1AiNxfbv78wYkL5nnK3/hTqTBkzVV0VA692AnMSnUa+HudFDOTGHFSAYT9mxRDmmRAuSesQaGqBCI3wd6LLwXcAPr6z3BStFkA0gBy3DKDniRgCkczidE4YOaXxXebnhelDRjaIFSvO1cowRN4h2LthUOn8UBF9EXjQR5vMkWGzacXSNSE61YV/pzDXv9sJyg6eURYpzcGJ0DUn/o5zwpTyPp9RGAQIewqGCvF8rBxUJ4opOvKocV6U/JQRPhqvZ4HhJbBenTPKs16sXR0A6doQvRVFAzQM99bafvwG+tTe7IssatA2amrIzuBhyEyFV9TD8X4ZsJdsGBF8Nj1DNN6ZMqVBpcU9ASKgCzEKUEREmpG214bodG7YjYDjnM+QpOO+d241nrX+HtvHk34vZAN3xageaYhY8KRnsxDO73k4HMPAs23y5y5xnY4Hx5BNSYURpHhOOqYJUXyb9szaEYQV1i0oaGGhTDaK9TJK3BzNDtjz0rGcnLQ1VcebzdcZAWyDvj/K4i+P0XvgrdaUnfQcBJcyBaVvvbPAJo/CIxrIfL3nwYo7gqgVIC4icsCHVitRyXaxwxQ4jZYvdpqSe4cvcGDlJfuNkvRPl49eWQuiNhfA7r8LVZIajmeajKFZpiVb/AYjEPN1RGV2wwNR75ldBdhTjuHtrEwYuz7txIjaixCCO3APFQJseVUDocQwf2FUys+9H7E0C1HVVfb+ZR73MA8sCRt0j4IDjHuFxoOOOoCo2dO1zldJkr2aDappDJFeQoGxOev0eryMuVfvl8bbVkR+JpHO5F7o8RVMnL8srOMcnBNNb1C4XkKF003VlnYaglIu8gYahWRU/0bgGbWRdD+MewriSRgXVFZtUGY6uM5M4+R5wT8BADTPKJ/niUH3mw83GraU0beUdSJ/Wf6ZX0TrmTqcA2LQNMVPHMy/OmHz8zubbN5eGbNnftBHsIlnIuEv08s6GAXgZxL6EgyvmQHuGRpUUQzwfl+wxypJl8dhwJC/Md8bBDRauMfIP6Znm+z25F/LhSNzFdi2Zh89KtuNtO2Uzc/ZY/bMahAwikb8ZR0qPYmZnPYNzR+uNieF5KfTUV0q3LyyOIhUHZuBv8zH2dSIMbtc7IFjSbmjPIKZ2Ns7a+2MzsGpU53QCwhRba7JYspoOhSKL3xx1Nbj3bW25hzaKo6FdizKY4T30JCdG4U+MHpLh43Ome5Xfse9SxjJeWRLbtnlDNjL5+2+JVgDGvKKv6UhSxwlA0HM7mnXlQ+91ZqyJyWEUuyVcQU2fEKAtiV+cfth4DA9ROOMYPh87xUe6rUoAT2XqPJ6742fvGzAwTwo1z6kjz7eZJtUDSIaZ7wuQf3VPpzMZ6DRd385uJ+wOUb9NYogfIcQzWH/zmUvPI6xTB6pLRp12iOUwHt6PFGGESqNNFpDpdQCbFM/U21eeFTAO2Kj5ArMBVNeqgQJ7i7Jsv1BvNGK94SY4lxCifa9G62cux1pXvXoWDmobaVERLajOu97HQ4LwkrPMSiq/WW2Bkt4Nj3YTYhEMfW3rRRUDD4KxP08PmHCk5W89RC0TR5Dk5ULwHKXvScVsToJ9BhrEH3NRgul5xBdS47RNuwyMJwUuqV+33wL/G2fbLH5oRPB99dILCOZtxTbvmIPQx005OrA3p42aAK4zvOI0Thj6ms2qmDD7r3Dv2spONDqoPjmYQAP+3mlofJnu2wuv9tnSuAegKgVUM4IGKMEvegaUuqj/ufQE5hzUhqDk09EJNGf6ZdQvXcD9g8rGTUKchs4C6nA6GQwqqvv3YUIJyEOg/g+UvUI44TOVBYibXtrDDN7td09Z34vCHrHbE1ZCX3BO5M0rJlGZZ/abOwFJeFl5oF44FbMsRaZ0EHYACeNxjKzMBo4MLMpugqTWRjVFcXA1y2C3zEd2E91oJmqJ18aOSmvRBGtu/d/BD1d6Uwxotjn750PDCPpO/pwv6Ko9nduLuiws/DiWz22Nz/Y4iLHL8KwuhV4yFRUtN/eatHFZV+FTEP/EIoUbms2jKtG13iGmclITbQ93wgHkqn29cabMqLWmFkR/ucNDqPGUmriFE75qAQBycyFs3SXlTSf63BK7u3V9u898J625tmGVn6suXUA4jQusoHjyfObglY3iS6/2G0K8d9vdNdmFCGKdweGKqNVGoYnpo7RjFiFDmyX0olDyXCzVmgxOklDl6mrLhgJ2nSbgo8pQc6V8tFcgqH3SJXNCduo8P31XfmeNDgYMSn1go/Py/3Da0SVYHuhS846Cm2mKzSa8x20D9PGviLR0QOyc2sKhs9AYDlxYNX+eWI1ThcROTRiwuOjB9ojn5XQNQPQAAr+KaSzV2MAmDknCetGp93zr+I9BkEaSh6o/d7bJus36VlozDwxaGelLtMpPOI9S4GVYSpRnYiXgSu5E4pfo4wiBsimQiUAmm2PyrD/9ZwSX8Z9NQVZoak7xua2ISr+9atm9LJ34N93uud8d7XJIlK5EI+lBk6U85JvSnJy2s5SFpyzAR9RJ9CbcBAOcvXpIAaJypX9iHU8O2z32JYHA5c4P2/gjyOjoV0gRKyoRkSkGU7xoq+GpPPCIiZWDmrXEcplGhxRMoHdbGIQM5M6pRTvod1oJlAhyOrec1gPkrUrXmu9dmMkxNVqT+5nkkTfCD5JlVGMljKSSS4y8pmd8evBPs/DCIqcx3vc4lOQEwgU0Ok5CtLYzTAuNTJIh506Y3QRBXhev1LnsAI9D4ZYOpwoLaZahaF7GdE+FsUoTGYVy90K/BzfbwAwmyEvV//Fmd95a6U+q9Mrw1+pd4S3ZajmICBSiQMZqfpvF2xhf3OzKfhTyMNrCi4fgv/VPrPSXwE1xL4iLVG2hb8AOoRNObHTXOr9kEyzD+Xj29ECSVmZGXFh5Gw9/jVNGxE/sw8FAhx/0+7C/7eX2H3JJs9CByXFpZd8FBVwBHP+dbtt1t/Y7Ob1W72mJLfn2W/ZYUIVG0PMJNIlHQaLKVSpdsCbj4qeAF9Y5A3u031mRNELIvP4IFI3bT6dSYOCyoxG9CYvMLkuC1GRU1MCsQb5hQgWp5E84L1NKmembugpU7AX5rr9TeOMjP7Epqgh1os5IRaEz/aRkya4f66iwT0DvFm+Ew18pY7htb7VS8yY7beDaBuWG6OLQ/46VBXa9/Qy9msTqvNSwKk37c8x22MxIk+FEGvuWaUai2FfxGQCG2ZzkIuKLaQ0as9KT54DRpmVLoQGax7a2aWDc3Ci19ZXedeIYWTF4eUoR879fxRpNyMKZK+HMlOHhEYd01XsB7nRK/AS7GcaVLVllnZaxp7WNO9hGGT33mLR8kvHbY41qk+eLOLLaGQyHXfEGxrFaG1HnGAx9rm2wmL1N8Ht30KF6C0ltjc1tVcGQ2YQMAMOdU5Z2Ebakx9C5t3qMaWNu+0Z+l6P3Y2AaUXF2p6esnNQgvcfh25r9BHKLhA0N2fZHiRcZhmyfcAbfgvrVLrScVDez3fUmI6jQxKwjReI5qt80Qer379w3jCOH97Sac/mie+JyWaP7r+5Ys77O+FEqSNz26H//NZKfaYnXpNtnvCWvDobsm3xVbm2IzT5uzssZUIFfhPSgJrGO4bcfD+iAPuLbLNu90L+NEK6u0DGSkV0Gla6WvolSP0UpaI8GMrqtK+4LFqHDfnZYbv3XeW2SRVXVJjKKBsFps3Le2snRST6MB+DMiMTvFb2TMegCxCxZr0iIpWZoMD2Y08+lagdnldQHq5M58T5sA0TUzfHQC+guA8C6DcBN3AFBlx9m/s+fdDebRBVRExtZmMd+320j1EtKqg6pHMVS0dj6fCYGUBNSLH0ACunfWiPjtucPFBtkR9y46k3T0MliqsM618E4THZ755tGQI1Cd04KjHHF7yxQrJWGu89MFq+vtvuN7s86a4LI2F1nY4XWsm5FXtwL6ghlqM6Pti9tbiDFZsDC7bOu9C+Rwejc0UN9k6Hj5iSrPJGPfc2DS46hVx/LV5g8c/zIyCKrTDlq9XmhA4Q6M9788xrz0V2BLkIg3IA8mpXk0sJPX/B6DmSx+15byuxNNAKlM4r3vjYRWWHebs8S94ut6+Yyv7zCyY/346epRy6TyewBzcxQwBjR+MNf3TGooz/ZrulOK+gwp7dJno8dx4jlSForXi2a/y+yoWseQKwhtuBxTwFLNVer+zZPWM7SVNxPhavuXkbxjqvQn9wL5E7T1PGI7gvI9mMWtcmufXogDzbASfjnWjgrg7J2pxdaxiZB0bID4OySAu3oiuBzcClQa6DWOdYmFyRaOynRmJ5tssAF2JF6sNVbr5ZSEZDjanfWBHXvBp79vet9UQ+T4OMWAvwOtlxB8brw1UmS45P2m/2gth+vfFTGWpBENwkIofCMFzDdzvDMDz+0/z9P/YIJIxQNzRS2cHSVXzPKRD9pSXaYeameazTDn9esrtuOcKjbEnDlkxDfkNHp1Ft436z24CqB4rAx+MPLg1AknhSCSox4CUcup55Ozx3gwNuIArn5X5D0CvTMUxBJQQeg4RNx4hJMQ6HCgfy5Dw/bAJqAOHvd1fbs2lkLw8YhDTEeEgjoQqMKQV6YwxH03P9n5eccvk1tEthJdZmhPx7/G93bDfhO9plz04CTWKB1Eg4PWXP854Gw0L8EESHuwvd+0dxVUF4MJLAvo5HvIG2v9AiLVHGGd45MwaZ4oZyM07Zi27mkj2zAutLq02IfPtoQ+RzENXTwt83AZxiSHfRGCZlgpbPjyHNsx+0Bc8AN1Xgo1mpeB9GZZ5FFW5Biu1dNVBn4IkXwTjNzQfGptedf0ZMrqGifnuz7YVOX1IfRbQMQ43ePNP56iCyYnkLcIB5MAJ6vPygQ8dK8P2FNleM4OX7M8RI1Td77X6/vtmM0y+ccGv6gR0dke8OXTQerZVp4kttfXd7h5NFCseHbb3eWWvOrbZ3O4Mo7C9tMMdiAIqNGDWNPjMVR6oSFt58pTtPREQ25dq+ZJaBWGVW6ml0qbja3qPrbF7kc1mFnbHZXvf94x1mnDHV+LUrZsi3ARM3p2TeyMK8iAIiNijX90+PKoKzc3kz2riRNkqbn0/inSlLmfpUbDQzPWyVNYUCiXSvuwJYCoxaTkB+bjNRIoP+HnQWrqLIaWeF7Q8F5FM3cu1YNBXV5tA7usT1zq+Z8cq0owYhSI+UVWrXPX3cHIcbm22dkjxlF413VoUziqyGL3XOs8O2t6sy7PtSZPoS1+lZzPHTRtSeEJHXgiB4dxiGOsP/S0R2/qQ/DIIgUUSOikhfGIYPBkFQLyJfFpFCETkmIh8Kw3A5CIJUEfk7EdklImMi8t4wDDv9NX5TRB4VkTUR+eUwDJ/4cfdcC4OIIKQyvwfM630+cnFXuU0YDwcrO2pQ8aKbm+HWZ4fyIp/Z3WC3t5SfAmbmfQ0m7N+GvDjbfbR5wHEzOXFgAFKwKQaPYFEqPjY5JsN3ht/wPMCMYNwAJaBcWiT6S0MT29PgUVMuNqY4byuJjbuiAqvz96AXSLzO0KLNxd2Vbm2I62N/T6ZjaDD8so+SdTAtIzaKkEqp8anYNZNJUWmXckSUWEWm2JQ9aEDdNQXwNgwuXdMtANMz0jKzYs9JMtGLnqONczkfRVzMTgnuHoxU0TgrhPLIAqYnxTPvE1jNQUZ+Jb18ykcnRETeVmPK9Qe9JgTTcT6WlZgV/IWMGByEUtJUClMJXfDsXxlB2X6GrbmmI09B+dC4Wpy3NW+scgb8+W573oUxux/TH5o2osF1ABGVbsxxJRRGod9jn79iBjshBfPYg5sKXRSACiwtKmrHIhR7TuViI43Ab8HhYLpK2fuXF+zv2QsztQhVnZ12b61I7Zu+XjaKRMuox3rd5zuhGF+GoZKBSG0hjOTE4PrfTiK6xrRjobdZ5lHwwwpBYqWYLdH+rikVdt2CCTv0CcnXV+/uAFMA08tpiSxMY4Wsu98Z4H6rwJuZHINSgu0Mf7HN1u6zlyxo8ECFGUEKk1kvkkt6HzW4aSCQnoVFYxu9gZs3h+IgFqZg/dl7VSlwiL+lcXIajpU6FmQuODpuz3N3lRn1M+zo4eVO2joV1ozU62CV9zXbalHOPY3SFV9MMNQHRxi6OD3Z5rDCn01GGbPx77ehqvUIdObpGMTOPzp+WkPtooj8FxF5PgiCR8MwPCQSAyEae/yKiJwXEZ35/ywifxKG4ZeDIPhLcQbYX/j/nwjDsCkIgvf53703CIKNIvI+EdkkIhUi8lQQBC2M7v3oWA0DGfeCi7w8PWgKfNxHRNhaJg+pm2PAnbHJ6pd8VOVjjXZIyHOzCV6+gvcPFtm/P95j12U5dz9SW6kJbuFK1+lFRqJXVcrJ6Bu0Fd5RFqJgLBwwGgDbAlQ6xEd9t98d3A/AyORoAa+Qto6hwCAp5nreg0aimDKkEbkVIGLFvHEeWDRCo5eYsCve4GYkhsKM3HGFI06wrQGcTOzBYlTxxvVFKK8jtE1jkAJamzuzhUg1vFX2S6UBq7hL0owcgWFA7E5agnvm6Obr9nfPd+RFPn9469XI544rbo4LgBV5eJ9FXR4/Uhf5rGu9DdjJbyNavBNRq9kYXSOiiS7hHWOOXxx1htbBogT81q71aKMZnDTw9R4ElhNL1geFsDjirleN6It2XRCJxjmpkcQI0DiqDJl2uQLFpynKPQX2DIzgMerwyphbuyjnD9CAYjhejLhqlSQ7QtA4a0T1ZZo3yOmEXOlCIUSPGSWEPmj/XuISG2AMkCbjnjL3d9zDVK40zqjkGj02r2OuCP8e+ShlKArZ7fc35d16HF6NwPxp1efASVu7jagafuqYRRcPeoOBqTgay5Q154AP02K0/aDp+VKXPc/uAjvnXzjv1r8xx641gmjpnaU2xwTcKzUGC2FK0+zZXsMe3O1/y/NVgsjoPezf6fXo2hLkKNLITLmTt+5D518REZHHthjk6ipobxgNfWHEPVsxIoBFMOpoqDdCHqmOZ0QyihgdZ0l1Gzt41GSb3qLuX7bjIYnp7np1B21Oeg6Z00cnSjMr5wEzKEuLzW9Krs8xZLXWGz+toRaGYfjdIAguishXgiD4G5EYuY8fGUEQVInIAyLy+yLyr4IgCETkdhF5v//J34rI74gz1B72n0VEvi4i/8P//mER+XIYhksicjUIgnYRuUFEXlnvvqthIGPLnrAUAooCWuklziCFVY+JJI6DntuH692GfmkEf5dpG6UPAkp529j9YDcwaszfkxVfuwXQ2GFPxr1ID6mRsHINaRdci2SBpNSY1Gbuq6ZQSBPRClDqWugEE70RsoL/wjYD396S4oTZGA4lc/a5ySaIyUG0xYPXWS3Fwf6VM/6ZExEyWFwDkB1GCZWVRpeu4ACzG0Mt0k6Lc+77J5HmIJdbFdYgZcL2h1b4ZiNKQI/50Jgdyk057u9YkUaCXRowHGpcDiGidCuIZL981bzY+31rmLkoIWH79eKUPVsKe496J5atu/KKAfCFsad7kMb97gKkFIETXYaTW+qFGLmzSHFAUuX3+c+kANgOOgj2qU3CfGvpflS/RBhyKVHRR/c8/eCA42/L0MdX28QMY/8cm7D3vLPMjIFLkEGlXqlcATb23LR93pYLrKVPlRCLRlk0AYeEsm3eK3auOaMdrwE4v7/BRdT6h22dxxGd60W2oIe8dj7qRuOEfXxHEdVXh5MUMqyE5b5h39MCj5NlJIKVc1GpMqXsgUH+Z+fNKf5Ek2nfulbwWfW4fUPeR9L0MHKsjPSMVH4DjcQfAl9mD7CmSqr+Mjjp9hUiG4A9NLfqzuC95eC9A+lwVDUp9m6Xl7fE7bXj3KVBl2hRFQs+aISfAibuq13u736p1WQGOUTJB9c1Zff7vZpbRURkfMn+jmvLc1Xg08cvjdi7aTccEZHz06ZLZvH+aqCdwfnJQwQrH8U/mrUYARxgzY5E1JhGJwwdJMZOSYltnB7pd/uN8p6ZN3ZjYFs5dltYb/y0hlrgHiq8HATBzSLyNyKy9af4uz8VkV8XEd0RhSIyGYaRjG+viKgmrBSRHn+f1SAIpvzvK0XkVVyTf2MPGASfFJFPiojkJeVGwKXZ8LCY61ZswhI2K4VgBWg7chDSVx6b/eZURPcWRNpADS3yeo2vA9gvweFXo01xFyIij1SagUcBrdVF52fsu3p4jPQwyOGmnuDWwtgVNcQ/bPeVjDR6WT2zvMyImbsuKw/X45m7vYxVSxpdAbYDAPhcfK+AUFZWsb8aS7SprLSUnlGrDQU2J7Ns0+R5sh7a1Bn5rrsfkZF88OH12L0HPUM8vTy2b9mO9iyKUbyxPHabJioE0mh8vdet7y83mwAbxbMPLVwPsqaipjPxnhr7/hqih4Uew1mWbPsuQGSnFnxw2k92fNnmh44Fq90YgdJ0zGkYg/0Ltsd25E/je7ceF2fsPUvTYjtTjHI8O+yudxs5rtYhvdQeu/1w3mgsMqLa4M/5+HJe5LtOULKxAo70PkqXUob1YMqYvEu3++IfnrujoJG4v8oMGO7d3Bi4RIKobwT3kyqactDC3AYjipxapIhR43wbDBlSlbArwpe73L1vLiHMAsYg0q5l2Cvah/gSoAUkMB+ELD3sU/STOO9b8ux+rNJn9apGjG5qsMKDvzhRF/nMVk733+Aizt8/Uh/5riQNmQPIPJ7jXg9UZxccGtakiZhedWdobiU2HIDY4eQY2Qk62yWQQeyeopRDaTFSgyIizYiufaDe7bc6ZE3GgNFiRK0WuGQt7ukHDUX7rM1PVpKtgTZu32+BU+kGXUgp9kQnsMg3+qpXVkqzqIgUJ6oHaoCZ67hoSpyY6qwsUBL5tbt4wn5L2o9WFKE0+2szc5WTjAwR9i6hOo3rVHVz/FSGWhiGO/B5VkTeEwRBzY/5EwmC4EERGQ7D8FgQBLf+NPf5fzPCMPyMiHxGxPGoNWa5TUrLfW7aXrfSh80JdGapPdMqV2ZNcKvyzIMVTLArmyoro3J5gy3E3z1pXt7bq+zeNDRmVp0C/sU2A6Evw8D5IVpSbcxxh/VG8CiRVJadF8hUrqHgZQhUAvKnVmyzbct1994Cz3YMzdVJijoz6TYg+6yxGpBpwtQ1m0M1Sj+Gihtu5kszZgRohSeJAumV9MLLIzWCjr+5YumBT7UZqJWEjHs2ukjDiZOGCWHRBHEMPPypie69mUZeWra5XLlmyk5n4rOXDIT8gQZ7HhYIEGRfm+H2R0veZOS7XkTiHqw0Aa6G8cDC9V6iiEgzlMQKcIDav5XYjapkYA0x3692u9/Se2TxB7FL/+a87cdPt+aJSHRkmTxJTIPplW9E0c0fnTND9ZfbTNByHCxya0bSWfJS0YjWasB0RMinJuAFgzz6mdNO/L02Zs/+nhpgOKHASEtw0fNLseXXVkTRWJ035/cQU+D70Ij8LCrFeT2VbSdhAO9DOm9y3OZC3+nsZYvC1gMbmASM1s0ezyYi8vmztSIisiPPzgSV8tODthcOlri9wHTn8QlTYNzz7EeslY8LwJ3V4f3Lo9KOeSLyoz0pbW1zkGpmFKT3qpsjdkl5sHIy8vkKnifwr3RTrc1DHyJnrD6kE6rgfa4j9RLlx0ZfhMC9z0jUDmRk6MjpYKsn9pAdBP5LnUlCa8pK7FwmpYNzbcmdiXk4SHU5tj/a+82AOYPIV22GQkDs2Xfl23rwzGvEuBUGIvHLTCMvYi9oFJSFTTmYY54JTUsWQn4kpdrfzYxD903Ye2j0bPO9Nj/PfMPWubjN5OPqGbdmpGYqQXr+BbAU3Fpm53FhnSwSx4/9RRAEfyY/PsX5yz/m324UkbcFQXC/iKSJw6j9NxHJC4IgyUfVqkREXZk+EakWkd4gCJJEJFdcUYF+r4N/E3OkJqxFvJRRKHvSWihR3zxSf1Fs6vCI59Zs4co8FoSW++Ds9Z6miKUd60AseFuJLRz52aqQSlLFdmTI0os8VDdBkJ70h7EgBdxh6zQd5/f6mcKT5L8Nmfa9RhQJpmYYl6uhQqkBHmz7bGwlyTZDD/sCAZKGLq7T405BpNUwMg6NmCG3D1Gr16HMtOl4MWyWbwI4TiNg+Kp7Nm3zJCJyEpQsqT22l55DdeLZKTdH95TZXFLQtoO2IC/lemwX+eBeHbc53pNvc69FIYcASGVFGVNMGhF6sdOenemBK3N2jTvxd9rftqbC3p8RxfpaU0SbPVUJowiTyyb4iI/7hRo8R6qb70WcGeIZicFRJdcPg/O3tprw/EqXvcctSNEqTUwODA727j2wxaJL1zwOhwUGUzRwzW+SWze6Ev2y9P+7vfcOs+u8znvXnt577w2YQe8AAfYuUl2mLHe5RYoTJ3Fyc2P73iQucRI7TrGT2Ml1kaPYjuQiyaIkSmwSOwmidwyAGUzvvWD67PvH962zfltzRnKRTRE43/Pw4cGZc87e+yurvutddkapUGZXzRlgR4uyDC1GIn2N3Q/L+ZX7LBN/Z+qXRkktoo9rcXilmCYnj9zSvJvvBlSuM/X3FrCGu0ssenBPqbseIyqM/Hxyi8kapWJgBIdykJF8Gnv66VbAF+YgH94GvrDJG1qkKaIsvnDD0r3T+I0dnjsyDVx+dGiJOR7udOv7W1fMefv+evs7o7pnYCRXetnN+ZmA4/3igJ0JhadE8an2WRJJU65cmnHv3wsOQVY61xKD5eelGkZEOqKPVy7ammt6mU4xr9sUp7OHiEEYHrW4RCRVy6GG1nlg/14ctLn65ztsb8cj7iZv5nX0ByblyOe73Y08jrWlDEuDM1XUgCK/Pjevi53AesPIPPmG7QUtXkhHG7jn+m0uiZNlm7+cOC3dvnl8S8LbIAg+jn/+koj8Av8ehuGnv+0V3O88ICL/3Fd9/pmIfA7FBOfDMPztIAj+oYjsCsPw7/tigo+EYfi9QRDsEJH/Iw6XViUiL4rIlm9VTNCSXRn++nbXmYARFXK3KMbiPBT5LIy2VnCuMeyrVU6t1Rb5eaXDAKe1iLroptrZYlUrEyjXJWkoBZ5+j/xKP9xqCoX9ErUik4R9xBV1IUzNcu3rvnLwkXJTxKQ+iAgVr6z4Hhn92fFAiwX+tNM28Efq7fkJ9M/P2GigpESY3tFOB4bhGV9e/2DZlH0Wgi/CtQMv7YqnwciOM9ciUeNceXxWsSeYRiY+hsSa6gkSV0JC2yr0rbvhI7g0SFkgwZNJDiKtjsrdRElS8etnLsPbzYfRUovzQSoPJd6locoxgYjpBe8sRHjUkH5+C4UO5DL8jE+JfbDGnm0votPdOJs3fESMjkUrIhGMUDANrBQ3jEgWxYmyctBZYNqR+KDD5e4+L6HFGPFahThrpFnZ5VMlrF7lHiQJqZb7t6FqlH8n9nMnMgMXPXB+dzE42XDuKPJVAe+psajWZfTkJB6J6aFZb1AV5aHNHUDRrwyYhj5QshE6QSOCkQ+eBTV8ivF3Vtwxe6EZCdKikDaHZ5eUPG/4ascf2tkVe4/0FHmodFcZOweYyQzugW3DuObahYBQFxZQkJNQW2sVAqZyHdkLEsV+L1odzXkKDxaj0Ojdg8pyldFliM4p1ENEpKzc3u/w0XLKV8qJUhjRmUjtPn/NxVa2Y++SdJlZn2w/FwNgV6gAXIYRKu4PdULZUYYwA+KalZOP1fP10B9jKP6ax/nXdD6ZBBh9PQdyYOW6rEHA4y/6bA0U3y4SDV5oivZnLv/C37wzQRAEZ5gC/auMbzLUmsTRcxSJyBkR+aEwDJeCIMgQkT8UkX0iMiEi3xeGYaf//v8rIj8uIqsi8jNhGH71W11va05l+Fu7flREoliAp/stIvBwuZs0hk0vwAA6AqAy26to6TIr5/6gww7oQ5W2Ow7537iAEHQ6K7jKTCnxwB/317in3DxYEuJen7NDo0R+xGLRiGCVC5W5hqmv2PmVp2pNsDGNpTn0bnjzpIOgQnjbcykRxN8Bpc7yeYaxNUp4DdHH6khrGZuf89Nuvrfl2eGpB+6MkUoCO9VQpUdEPA8xbzqK0U9zFM8xjvUiV5BW/AyAQJGFBVx/VeyslmM648S4zfcetCbTMv9s/O5OEPBehGeqUVI2+6agjWcsixgRLvslkg6D8z27osSsdu/ca+QXK430lnVzSJ5BKjjS5bww7M5m16y997GG+F4uO3polRhTn8Tx3FNrYbI5j0Gj4KdxVosIhOJQ2JWiB2t+IFI0tDEKwMjgf+4wI+v/bimIvWa0X8fVWbsfRqXoGGgVKaleGLVi30Ldb6TZuAqj/gAwaExHtXtZyWgpZelWOEhqiGZGokSy4e8iUZyXzhsjxNxXJA1t9dEK4pXY0ohE0sm4tpK7pgB4vrJkc7WCvZTt05IvtVuCp3PeZP/DcHrpOOg9X4R+4R6kTNC2WKyOZ/r14nR8jJp2cWEhDdsKMlKrOGDKGuKq6IRrWo4RtXYUKTxUYTqKQQ91ALnP6RRSnqshSyJu6jBG3MfQVWK3l3mMZLJg4zBhP349WGFNUt0B9BjetcsCCx1XnKHKqlB2fOBcKdyBvUlZKNMEncgONBP+Mx848W+/I4ba6TAMvy1v2nfDYESNFTW0dG96768NHhONE4YjqcC18omAdAoaAuBVMJXAK2V/Nf4ugbp6bUZXnh824flJYNdYoaYjwkUWpw+liAHKufrEVVFJqlCl4KOHQS/3oo8wEOO3HUYE54oGnJYr87DWQzEyGqq/zegKFbVWKomI/FAjIo1+zY8Bz8dWLXngZWvwVAwvd6DqE8DRqU0wXxr+pqAl0TCjXcq1lBXpa1cQe01hzrlYisPhxX1egjC+7qF6rH03PFRWHH6sxbA3X/J9JBmJYssugtdVgfM5WF3FNjL7QeirrWGY+vlCr53Hf7Pb1kN73a5hw5Ja50v9Ftl6smpqw30Qf0kHqDPSxUGpbuwiLATiSPXngzxSeVACjAAzGvq7N9xzfBR4Np5zzqEWUFyYtrnOBlilKmPjOouY/KCTSmeT3Q00ckHC0xE4COewHwn3uDTjXhNTygb1xJeqrJ1HjcP7qs2568V+zI3TKm4Qc8mqYFL5bPPOIglxuY5s8p1GeTXmFPE9W41t/mKXRQPZvijdO3oLOGuzOAekyKHBqM3o2a6P90aqhpMeK3WwyHRDA+6d+4oOkEZUWdHOCC9xojpy8R4LQSLs/V53sdqWVZhHQDlCuaKjENeYwFw1IIqogQz2yNyPQAmLnyjnFV/KKvbsOM8pYobfM/0GkdiZZ3PcgqxZIXCXjJ7qSIJhTWJe3f80aln8MLBg5+cIMJNKOv8PvkWvz79s1ee7aiyvJ8XCkK05IOcDV5kaaJtV1OxCn0mCRHd7UO78ov3WPL5H42vAp6jaGinMbMPTqJunx+ut9HaEo3+k2X6DTWE1vL0d3E/08nkg2GD8Nc9L9TB4ebaj+mQJWCE1ZgjS3wJPgqHgJK8DWQ1GQcy040EYPpquYRqERiYjOK+NFrh7B4nl6+h7+I9b46c8dF5ZLUbcDMPq2qSZTd1pnJGeo8ffj4iF98n989kuUy7/epfNVUccJusqRJd0jUREslPswCsOpwns570LZqhMkBrBA2aJu9mFnq71OfZMbEasioZpQnLHlQIT1+kF7V/0mZJ4EvQCLJPnULoXdgF5oMLu4bPA1T3i0zFMazLVlAk4YyEcij/zRSr3loCAFGeNc6FksxM4P+lIYTItrxWgvB8q9YwIMafN23uqNkZ12VqJe1Adko/UGfCY0b4ZOEOn0GHlWLE7Q//gjO2rX9luz3QTFXVqXOas2vycBT0DoyDnEMH6xFYXdTg7ZvvuEIqNKFdfG3NzsSXX7ocZgDEoO85Lu4+CHkNPS6ZPi5HmXIxhEW3/DEHWJmPetuE+91e557jcbcbZDnRVmEThxVs+nUuZQQVPoD8jQlpBT+Pj5WGbYxJeH/T3cxKpYxY50cBjX1xtQ0U4BHnmhuAs6n5jdTQNtUmsR1uF+w2e/VZkGSYWN8olEZFzPqpPB/L4mM3J/WUmK9q8jB2AfhlG8QPbQj0zYPvtHo8p5pk5M2y/exSO3NeH3Pf2oY9tBGuGlojvrzE9OO+rsAkt+qnXbO1+5z6TH5pN4e8WQfax9uMGuk0w8rfZ+HYYtVmxoEuWiOiMBeK41fLifvEdHg1ZVeG/2vIJEYmCiIkL0MgOw6YFpIaAt9KOyM82H9InizLLgHeALFBB7xSMPGhMA7Ky6WChm+Z/fnkq9t5v7TYBxTC13ht7XXKjFOKZvtBrG0zLzpmuGEJYeXvuxt8jroT4oFJU6o36sPB14A3qIDCItyAotcWnqCjgqfjOAQuk5LaMYLyMRroEbX5j2A7EoxXumShciUcghqJ7euPW7sQ6smkw902kyMIPRhH5fBrSZ/S2Bx4YKT7Iu7U9zxMrwpBnipdpJU19khuLhQfsz9cCAmb1VlmMshMpbhrAV/zasB8pMZ5jENZ8/qu+kuy+0jl81n6DEVytImbBz+tjdiZILMmCFb1/8ksxDVyOvampfUan2K6NlBuKFXsGDPIPltlzsDftsWI4Ud544DXyifHE/LT4ysE3uw3vyfQyW+S0I92vynFm1TbC+0HlQdmmKRgquxE4nsTaUdGkxKGGYISXsIUZf73pCDzDvsd2dNy7KpueRWeXH2hEVTSMNj0LX+639fyFnTbH7NxCuqX5OBV3BL0Ti/y5yw0iIlKMOWHUimlgEnBrn9pc7CWmwdhzU2XBZqk/Xo+/p+lMppeZcm9Hui7Fv70NcrAUnXiuDZnRolFLGsA0AEnDwgiu4nKJy7s5b/vjsUqTJVp4cQiON3s01+A8JyPFr4VHLyLbtDMf2GnodsUuFke6AZmsuY69dG+NEbtr1ef49MZooYhIAfTAlz1W/SC6+tAA7opwutozveSNy59r/w5g1N5Nozm7Kvx3bT8pItFoRQ0s83S/yZMhMJnOIXnjbgB1teqIAHEKAQraeh+hYlqBBJJngF0rwuHv9VVn+wrtMBOE3jllv3FpxgmoPTAQuRlZ+htplO2jXDxcs5u0p1HheRMVNVPg3DoERaTK7Hk2QYYBkMv2PTDUFDxLQ44H98+7LULVOevm+AdQnUMBxmomRvPUMFyOVNnZ/aTHUebkH/t0h0V4Hquw+T6Jcm712GgM0BlgVHJmRaMAdg+soroep7m6iM0hFSONGkYinxtyhsFH0MuQuBEq1BZQCgx4kDV/i/gO4p/UWyf2jWJlDBEB9vjr9QKa7a2YHmH6SKNLnCsqxmxyIGL9lT+L3QGIG6EB+5hvAZWCZ5sHIJuyQg01nq9KgrNh1MfDdvJ+WY3ONI4ORsiJO4oae/Ybwz7a3wCDnAYJDaZdvliERQpf6rUq5ntK4xuf6kzSsWjMZrTC1lTTZyRHZRSRkBOm6DVao/hEkWi/xO15lI/uPk+i3+gucP1lI1JNJ6Ok3t3bwA1bI3YxKId8VEzTWbSmYleWATZJT91oDHaDh+/MhD3z99Tacyju7hGcRSp4bR8nEi0E06jtKM7aRaTMt+ZupK2gk16Oef9cl1XI5qaE/jv2PM1w0mksc17jcbxxTlghTcdRBzGlm7XsUg5EUo8Q4kCDSYMbAzhLjIzWQu7SSNY0MCEQjLL3wUHS+ZyAzCRmkBk96iuNxB599T/dWYZaRXp1+ENVnxQRkY/W2SJPQUCr8pwh8ziU1mWAC2vh8elgdIXYN/IgKY6NBHnEQRF3ReyFcq/cANEjG/M2ItWoXsPT/WaQPFhuf+dGYXREja/NFMYf3rTf+6mtTiAw4vRLZ8xo+eUDBr7Uxsy9oDg4hjRhPBCpiEWdvthvh+5hPEduBLvjfuMQ0lZXwYHHsRwnmkWlxjkh8aAC66ngyC/FfpkE5B/3lCptSJmeA4EqDfITHo/SBiHKPq2MDGbEwQyys0NVJiMfG9O9jFQwmkHjqhYpyOx8t9bEY7x0wagTGyGsdV+cAJ0Mr8F09uf7TEA/7iOcEYMD54DUOopdImn1VQhJVvt9sd+ucX/pxu4O97YZHmlq3PZbu0/57ak2Y7JzxJR2vKpfRgzWIkU8to7seKHA+NNT9myMKJLY+azHNLHxN7sUdCJCwYiiVvh9DWkitvFiREmpOmh4s7CA68g9qC2i2lHc8HhlfOynRui492kgN9KgBBxEI7GMuNEpPof93+D7xRLXSY48Ok7s01vkCzJOgsuQ56ceMkFhKwT3t+HvQzBEKVe0WIa/+6UBm+Nr07Ye/2ybW/8RQGto9FBP8DcUahDppYz9GMmy+LOSi4K4m4DT8Dfq/F6ahpHJLiDcE5TtrZ7WhClFOsXxzhLTpLtAN7MZfu61MXd29wKmFK/HqojIZR8AIK6Vv5uLM0qTKDvPzXcfIud02IjL1CxbA2A6n+o0PfGeSlu7t9Ch5kM+1XrXK5sbarclRi0jOZRteW4yJ2Gcsd1LfqpbRArU04MFsdePoESZkSTFEzByxvJqptJK4PHpoMIcjwDAbYO96vFNTfBQ2SOSXuxWn2J6rMI22lWwwjchmkUGbK2OoZJg9GRngd2nEkR2wnD8t4etoOEWhIoK9rsA2Cf57WKEDgPgc79OP1BvxgIragjIV045er4Uymz3QcoRjZjygK6FtrakTFDFRaE1iua5LEv/7UtWcFDsl6Yiw+aECuoGPOKXxpzXvCPPBO5jSLWQ0JSCVu+pBYYc90QlsGbqUNTCmaBAFESMGiDE1jzhcRCpmrXfoNHe652aTlQjP1IxFXvdzrZP4GtSD5N9KgV78FVg9LQimfuAZ5fR4CfQ6UEdHOJqlHJAJFogsdf3cuwCJ99mjtwAvHgdo4AO7EEqiaB35f6je0xjiOmYEp/6JlZxPzpicI5ZRaYFTyPwL5naLEtGdbff89XNdu4yhm1OZlDhx+jhqK+M3Fdg90M+KxpG82tuDW4hosA9ulm6bruPTv851uu+UlvHx5E+04gJiyZW2bKqyOR5EgyfRb9n9zVCnuGMshuF0hARynEDxVwk3a6Ec6IVp8XAKxHD+X31NocaHWKLIWIcSTkyeMvkquqjl0c2krOLfBNHpDe0aPTkIoCwRJyklw9XIPvJVkAidjpR2saOcABCVQZxftQJI7SG3XdYCDKIPVThe5myBd/XkbF6qHwq9lqB/MdRFboHRW6EA7Rus+ebG3HXq62x3zp1zaAINTT6/ZrTOP2B+o3VzyIiB8CLSQaBzcZtaailBAZgZqqALTV0mppQhbawVhB73QHjjI1g2VpJB61qKqUGv/jV2BDPAm8ygka3xenkvHFGznE0kSfmpyTdvqdCvgRRnVbcG/FY5A9q8VE5VmfR2GGERitStyCK8g30C8xE1EUFxtlJcOJAKDdlmpCjYGdkTwcrdKiUFI9GI5RpQEaa3ldneAMVeKQZeGkEoNVMm4udnh+qFeXnHIvA8fzEFosoajcBeuJd07aO7CDxRLXiUWyN2GePGL5lKBclrL2MiqQP1dk90JN+4aoTmKXprKa1vdQJPh8aolppReG5t8QU4xQUmGIJV0bt++ROS4XCYOeBEx4fx5QzuZ/YO1HXjIKRXRMYteZeeHPUfa8lx56fXUAOgrH/i9dcxHAPUpgcz6JB+6OVUyISxcxkJttcMv3B9JmCmnNArdIIculbEOZaIcxG3FSoxKoyZaqy60ARMUz2PTpAb3nS5K6TtnaHqm0vLZHeB3tQ4Q4kz2Xqj62uYs+Gqs82UOvQOCPucNY7C0x30gltBhmtRgFvTrEAx55/PYKws9FY7c73KgozOFjRnu15wsgBRgwfoRxnIP/2+CrC86h+LsBvkOS5wcvYS8gQDKDFVt+CpV2PldozKfaxON3miryggzhXu326+yIc3RpAa8jFNuGJdInvTkdVObnPUuDUfrjWV+EiM8VBvawFZsQ9v4Biiy5kk/oWwCbg91A3ZFgFmrmzEOpIkdsXlKmEApELtL/DZJc67OTTZBaC2OmteU62E55BI5sZK2YZ4pH4fvO4LQ21W2tBrKS9OdsmpxPe4fc0OGFEzhOGmMnST4Cz8kDxcOUj3PpEjSl2ZXJntdgDqDjigWAfTjUG7y2PD95+rdsO6+M+ekDusLuQEmSEj4ZRdZy07CoEPzFPqvij3Ef2j/e2GfHiRc/0z3LwSoSCiWkYXKSH7Z6f6WAaZ4yCHfHeMbF4p1B9RiVI3KFG7SqTbL2+pxagVmAGG3wasB3AWpazUwhMAvOluCm2qWG6m9hH8V4lq7f2wRjKRmpiAXOl1/sYjIw5/J0l+t9b5wwbEtCST7ApO76w0vQfu1H0wPhqRjRjyOPZduUj4gYhyOdnhFIB6fSSmdrrggBWepKBW/ZsjKgdLLO5KMB6/NPt7j7oMR/INwPwzUFL1ypGbRpKbWzJ1uv9tXaNcX8N0kkQa0UMFlNC6gAxZXgAVAwXcY616fxX+mwP3lOKiBE7heAaLwy697+nDpXZWIPiIkT6vaHGCA7bwxEfRTLinDX3ec4Vi6b2g/dPaTYY9eS9k8rlB7YasXe/nwtWaZPL7jgqq1u8Ad8Ip5pRRMo+dnHQdkGliHyEo8BG4vn6vCwgxpFV4eOQXXRONZJUiSg7i1vIFDDpnX4WBxEDzMIlVnLe8Mb5IVSWcoRx0qCEk7BKnRyhd/m2YTRkGZFkl4dqyPkBf2/E1pJ65g86bH5+vNk9cx+cv/fWxNeTRxD11yhfCvQSCw9e6LPK2Saf2qQezYXeZjaFdCBbPU46DQYgZengon2vOdedeVKSsGcpo+j9kHk74LxuNm5LQy07eV32+7z1SyNIQSHC+GeeK6cJhtw8rGaSLFIhpAYeqAvr/1mwEy/22ObQpsmpqDxNXbYFZwqKVVSZfiOMQ0C959RnY68/t+eHYq/Vq+6cs3ssSjOFenkG6cw8eEXe8CGwmNxn7LumngfborwfvENrbMPlI0l/3GGRww/B6CO2bz8Epg4aZAQ4Dy6aUNJICsvWWTTSlBM/0qJEqLkpAFZD0OwH+LjD44PYJJ44HgLOK3DQKr0g6AMujV4VDVg1YJga64WH+hboKbhPr/k2VIegGMoxx5/usHn7x23uei8iJfBgmQlUdt1gaivX78cUpHPIDzR80zA9SqbJQoiLeH7iWE7j/b1Q5vFGPF6yTnjX9WBCJ0v9cCSlsxGcPwYFt5Otl/xZYlr3gTpLiaWDt2zd9/gkXocpsTcRDd+KPorZfq2TA7vfy1BEVDSa5m3DuWUhCL1yVvBlJjvjiimhySX7Xk/HRiA3Hc/iOJANEZGCcnu+//rKFhEROVxk12BTbhJta1cMpoP596f77d7Sk83huuILpbaj+wHTRKx61JZlxIGRBJhZDabzNTKcOwleK1SQF2KOi7xiL8W88reOA+94pBipdm/sDi/aHDchncd2a/U+KkOCXlIs8Xovj5pB8USlW/+vD9v8PVppDnsS5kKlNaEMfF3FM+Fl+/AkCjrKba/lQ55dxT7WaGbtJkTkP9li96OZmk44BX8K2fd9DYYZnYvT3uvzPRa4uLfE7oeZBY3aM3qVB6qOGURiWUCmFEKcd0aAH6k0560/ToHedkADpiK9qZlF2MgU8M3jtiwmqMusDv+vJldMkAYDiEBCZf8vh+dTvwmJ7bNDJnQfrXCbmNUn58AE3xSnX2gJBDgHW2MwnKqViuv4LIsCaFzt8Jg5RgymIlEkkCKinH/cC+5rSCUcRHUNQb2FHvNFBfYSSErJXq7pEQJrhxHtYdqNrZ608o+Clv0QGXXRatAI0TCen4MeqHJQ0SPibzShR6gWEzDkTeZ+GtG8z/M+7cqIAqu9qMw0Ish7JwXE6yMmdOmha3qZFXJ8Dkb7rvpUKhM/LLAg7opKqazSCc+RQdvb5FKiUad7hamdBxEN/p/X7Dk+UG3XmPK/werE10ZNmJPpXaMAkY4HUHA8E18dsPl8sNwpDG35JCIyD8O4DNCHWU+BwnO5DZxaN5GK1yITRsIJXqaxuBUpOoUfcJ3JGcXoimJGSYfAaCk7MGSl0FFxz8QzzLEF6fzTvc6x3Fdj6c4RpO36YdSyA4em6MmzxsrBP71p0Igf2OKiMl/uMuftPbgeoxwnRyyyo7KAxT80vIuwXzUFRZojFhYcqzUIxAhS/HpuyAuYjO+xLVL/iNMDNEjYIolchZcRlVQqn3Hsuyw4LzWYN8WNEePHNDqjYEMwWvVcMCuUjuh1G1rBacs7tiDbhj3KPbbHR+0ZsWfqtwwO/RieWfceiz9IuP5MvxlXTdluTdm1hM4dnfdI1NKfi1nMD4u/KOe0PzKhCowyUrfV7rI1nenxVDczcCaQ7s4Gl+W4T9uzry6LQlhAQ535uV63d3+l41/fWcUEqUmhVHvwPQH0bNCtBhpJbocW7e9UCA1ZqLjzwoNCsB5eMDE0eZ5s9xLSKyzz7cRBIaB4yAN105C6zibNCNKyquRpfJRm2mfJjExlrkKQ3ioFJtMYqgQLlkxI7oaHysbdF3ykkuD2FkS4Iu1i4MXHY4AvxOtAbK40fUqhtFl1GlMeisPoQ9SKhmFuIcLmF+tFJNoeixE+zhX3yk7PcUYMRiWoAah01cPKozGJPTG9YoKkLdfmXtOHl9kqK4n3A+7A9I1YRBZx0JsjjqdwcSPRJdNglTDwyr2D0wghSYH6481TEm/UeYxJDubnAK7H9l3PdLkIHlNGJRCYTIn9RLM9x5s+XXuNlAu49xFECuLh8lphfFEprfrP9AKDw71dwXY5JNCFAtbB/co2XX2+JdWf9tj3/2GrnbXXUJHKVGptljc+QEeUimvQN9+LCtfYPcIYIBdVaRHOqDfU+MwD2B/bEQXUNkx1KIhaw/dSsI5sgq7ExF8FNvCeErsf4jm18X0N0nbFiGxkAs9amWyKeMJH+1JxJvKK7TcC4G+TvK3PtmNv91sGhXQxTOFr9JCyhlWhdNQ6PDyHMp6RUbaHq4/wz7nfvgJjiXL3AgDuev5pGLECdH+27YkFrx/ppNIRfAvPT+44feYq7EHCcGqBgda2UMTBsUF7M0jrI1Wm3llmhIvGMIubSryj/wgwy+wqUAF2iKGrNodZ3lCncTYJSEYaCkQUksIUbgvsgRyQllPWPlXnHKdf6ZBNx21pqC2tBdLh00Ot+VRaJigU+JkBBUfmaOImGApVgj9uwAJ4dhRWmlvfV2ve43M3amKvNyu7b/LgYlIOdKO5unJjiYgcLvYHAvdALh0aeMTSqZFIr5PGxb3Ao6iiId8VPdBRNI9XL4+4AVbFksn8+pwd3Pu0+S1A0cRS3V9qBrd6Zn0AL/N77ajEYqRBBQlBv+yUMDlmB1CxB81s0I3rKaO5iMgiopbaIqw4gxWCtnZdKDbRqseG7PiRD1a19UKBa4qaimEa/QlL0+GB+wgE99caDCq2p2Gf1frlKRGJphpS4pTUi5gQT4t0ebA5Ls5gbNjGGb8XymGo0cCfXgEGyQtrRmcH4WSxaIYGdb5f/xns7dFNDNwHm/pFRKQdHIBPX6m3vwNk/5wvpvmzHjsHH6yxdS5Ks+cgsfW05x+8rxRVlnCyClKxN/2ZyE2xZ2Y0pwUKrCDV5kIj/E3YVyxuuQLHUVPfLEzIgePZCc6wolHLLGgkiX2MI7xcWFPFAXMPvjpkvzuHqHWEh9JTbhwrjh85Jv7prXG35k054PdDpLJOzMB9sdNksF5vVzhlz8HKfBg+SgrLNGA/+rvenLMvspBDjYtGcF0+02drUAP9UuaB+nQmSB5Op49geGU3YHs0Rr0vou3TQxXOYWUrsVToIhYVKQ8hCcDJTVkCnZoeqaZ3c0FcIo2s/AhVh/s/cZ0HoYs7I1xtLKzwfKNIqZMXcnWdEAh37X/5tkV6/90RM7i7Ok0vscJTaVu2AjvMs0JHT0lzuffJpEBZw6wX+2ZvNm771Oc9pVOx91ntdNwzHx8D8J6KnxQPBKVquH0ChhyxO8zZq/HAsGoB+ojdGDCFwJJo7Y2ogkokqgRvRRoXu03DMC/BoAw9M22guCmyye/Chich4XaPwSrGISCAnt6Bpq7G7BYkBZJvZ77dQzzjks/JQXC6RvtIe1GB38qOg0sSsRA6q532lNj6p0FYnfMKigBqkp9u1rhbB5uysz9lLdZUhRXTHG+iz+I2hNWp5Lb7dPdlKEnSd3SDw+6wj4IUwkgnroqKkYSUxT5FTaFEHBi7UXR7PB/PCaMZrBZkmk8xRPSCqbQZHTnuW/kwylyUZnulH330KmEYKlCXEUWmICogVJu90UJDj2mX86jwemvczfHdJaApwbyzavqNMXu/0k8915bn+ek+u/Y/2OrunUbxDXjzu5F268O88qzoIBYxHqEvGeabYNRdAy1DPI4qypRfv2zK/MO1qGr1jhVlHJ+DWDPSWuhzL0Yi2fZMbLF3xCv2K4hwUjHuRuqPWNMYRg3Pxmgfz5VG+MqRLifP3gvDdm3SO+n+b4fRx2IBFj8pgS6rPptRkUlnikVIGlWai1DW2Ov9gHXob+8rNXxVNyrTyxCE0AIj7YkqEk25k5Saz6ER3oOFdo/EblHuaHbqItj/SWb82W7TRT/YsHFeL8KwZPSNrbCUOmU3giY9wO1ybzYDtpHjz/dIj11jcoHy055ZDWc6Ey/C6WtAVPfFIRakuOf46W/R6/M2NdSqwn/R7Ay17BR7vn3oqabgQHL0vLfK/s5w6iSiCmoQkaqCKagtSI+o1dwGL2cJXEvsMMAqyjofgaLAyEJYmLn1tz3BLLFfzIvvgyF6GqzdOpgyZHSNEcNveGHEDgO70KezA0KlwVfUTZAUkYIRnkQN5vBpT1vCvpBkrCYOrKlgSkREZmA4nEZam8/EBuUKeqfgJ8aIFYnlvpprGIKfh5L7g70lVaAVI63AFC/XWZsqs/MF8SG8H3qjmlYoxL0zxUvPVI2hfhjWm0U+quNgZb4xYgLqo/VmtGbAk77kKwdZYNMLL5jvE1CreJKogWfzxi4VLwy5edtTZM+2D04PsV2snFTew5wIlsyuV4LuH7d8c2T2PP35143k90eb7LNKh0BlSZwp8WosJlEhzgo4Gh+sztQINg01VkWT9oNDHVLuH1YQnxo0fKlik8ZwXvvZlJvpMTihehZeA+dcPhR1OlKGmtKiciaxMY0hGtQaaRiDzKS2YhpcqZeY1i/CuawG1cvCrMlzbQ3E6NMN7N0mnAntEMFuBIyQkzrkYQD5lc8tXqBAJNrRQbs/tOZuJGoWETlQaWlJrqPiqzsRbNgKg5s6Q/cgU5h/fMPwg+8FlOWkLyAjDyHlNuX8zThN2fdBT4zBmSAEQNP9jMJThudG+OnsnpUDkXAROg7dwFeqcfkwsJHdkBPcjww8aCHIYzu7Y++9crk29pqttbQgkNkd/hZx7XQoKn2a+8E3fu3OwqilJZlHyyo7evYK/NT8sIjIGxA6W9HrkpUr6k3NofrsADZjNzyeKx6AuKsWwFC0xuBm7MDvaTruFfBSfRiNmVk+fMwf3FF4qDtQvdgFj5gCTzFmbGlUhxTlCbTcUWD8OXg8VUjF0otT9m4qiXOoFmVVG0GpdR4LQKXFQc6kM94wYDXuzk2a0pfBQ9cUE9M15PBag/C47CNqrIaaWTVBTK625MB+7wmPgSBLP3E+BPiu+peMzs3DiGiCUDqDakktwWclH4VcvDZDjFTWQjFcgDdKfKXyLt1TYgI6DcbFPJwBGlc66GmTOoUdG9RAoxHKSj2OT7S4PTgRaXaOfbdic8g99qV+d+0tOXbvRxAlvdRnyk4jNCw6+g/3d8Ve/8VlS4Me887XDAzPf3/B5vKDtfb8jGZohGKEgGMY0eSi+q8eK/OP20z+zMCg2ApG9qd77Tk0ZX6d1aQrto6k3lGeNJ5XYoUY7ST5r67vadAM/v0ttn8i9EXe2PtslzmKf29bf+w1KTAog3SMQMGzbyyjZGpo9W4C5GZklJFhVaQ0hjUFLiIyiQIZNbjpTLFQhOl1GkZKjkz6CkJDbkKWfrDW7c1J3CMzNidQxMUqa31uwmU6YEQy46JnjAVf+7CXaFA+6efi/37Dqrx/pBERaTj0lCtaxEUZT1lzF87YlI98sQMQuRDL4/QQFREpSHbvk3txL4zPiH7w2SJ23SjCXHF/kCRdiaRfvWLpcnISkh2iOttd4xTwgHTM96CA4CHssU9dNLmy2bgtI2qtOZXh/7fn4yISTUvF43YiNcLLo3YoDwBYXoaogyoXLaMWiaYByZmkKYTn+k1p70Tfzyin1MYKSHrXl2Bw7YWA0ooXRlTYzHwSHioxZupVMTzMw0yyyB0eUP81kNySgJcKXtn046UqRUTmgdc5BvJX9TZYIUsaBQp+TRVSgNEw4HPQONUCkgJ4QYw+sYG9CjEaEWyCXgZena8NMF3lDiPXk8B6RhWU+4opYIb/76sw45wRD92DJCgmL1UT8B0XvME5ADwXGbkj1CEQXNomhVHdiUi7FHumo97wYacICiieH96nKn6aZhmbRBFV8M+t2Hnl+WBfVKZmFJTN/p8sivhst332t5/ocvc1Yc9GwHFPHMVHjCOxrC8MmlFyd8lU7LU6EbkRUkzQ/8CZVHoKYtE4qMyYPtS1Jv6WeNjtKJBRQ+0CItJ0brchIn8NUSDlEqMDQMxYLWSQOsU8w4yAsjCLc6E8i7ORdLjdG6NLZz0PGNOzlHf1cF65poqvLEBR1SCoMRgR0aIfcjMWkgwdZyJeOyliSlm9yXOs9CsVm0RLSVnDoTguYr9oZB9C1XPg1+ltRORYLRuvZyuj8CykYgs1yjHVbTSATnqIhIhI+6ytzdFi90zk8uNgpJp67rrveFNK7DnWnBHFAv9MjEIeBM74BvY25aBi1ZshU3vgNA9Btu/zMBruj890m0xszrF5q4Mz2e4jsT9z+Q5ryl6WVh1+b4VLfX64ZiHuZ2a8MKdSZ6k5DxX7753ykaYGbGYeiJMT9vqDNU5pEzNFACexSc+gfZVGMVgJOQKjhWXZGs1jSTAjdTQMaEQq+Jps4vRWORcKEp2FkiRDOtvwZPlDw83McDQpFcgDdMzzDtGjplfJ6sRhD/TfBwZ5FkpEmLUhlHWQFJNrQAGkXvBh8GhlFyHSMGj3PokuFpp6qIWnyUguKzw7vPF9bhpGT7E9Pyu4qMC3+jQEIwb00MfwzKo8KzA/kf0DkCyxa83e413Gb9Eb5ZhTmg2kRBh1YGqLEU41zuksEcfypz0mPD9W7/Y5W88QCzICg3weXu5Wb+QQsMsuGMSHtfk0KQUtr0HHStc0B4qTUa0JdB3ZBVymMtmzeTQNZ6ZrFLBPI3QYBJsPgcNpLA5uhqD4HvwuHRU9b8Wo6Byf2FgJKxLdN0e84ifInJFcYrCGtWcn0q+bVSlTVgzFqCrs7/HwoCIi9R4mwd/qh0xk1JdnUIlOK4s3cjqKRHvdDnv8KA19pl9JIcTokKa5WYBFomVSfOhas4KSZMaMdlJHqdFOGAUJcWnUKw6QMpORL7bHy/CGsZJai4h8sc/OZTw8qIgZ38yEdCKT8QY45/Q3iDlmgQXlMrGYatjRuI/CCGwvae/ZCA4XkeV8BFBCOpPeiCpCQQs519imTNkEiPGjw05n+zraKqqO/uGzv3xnGWptuRXhp/b+sIhElSQfVT0FMgdvBb6sHJvuEiqfdNO8hgpBAuR5UMo951pnr4VCKdgZ7XoV/FGPVjjluVkkhha/8hwxV07DkMBZsi8rRo8helbosMpUKyfPTJog+uQOI7z97HULC3+g1nm5rBy7hAqva+gOcRD99xTTU47IBz3iqTjNr0n+SUZ/Gp8MTbOSw3XsOQAAmPxJREFUSgexAmXAJh3cOrDhsy8Bm3Cs0f5+utsijWqssHEv6UDiKSXOOyNcW7GXbiKiqpEmVvfSIG2FoNXPME3CAgFGBFKxV64Ouz1LfOXvXbLn/0C13ZvuJXrM+8DJR2OHZ1CFOXv5aUsjkSiJsSouOlZMKZdh39Bp0cjNEqI55Psi6eWnzza5Z2PbMRiRxFeqcUkyUp5XGqdM56rSJuSA0WcaFNrvcClSQWt/p/FFWosV/3meH+KR8vLNiJjz3HHriKgwikqjlbLknF9rNlRntXUb5KemdhntaI6T4hSJ8mDV+jT5/3PCDOCfaDH5eQOyRPkraSxW45m3NVn0ra+vIPa6RGEdSIEfabO0VFIqIpzt7jOEVvShaGgnqjoZDVaMLpkEXhgmWa3JQe3leQPnfV+cyKGISA0MAsV58b1cpugwL8RP6mhpsHM+NJC34e/kjSzYJGW4Ge2RDkbhqc8uzbg5fN8mGHH+ViX2TZ83aqkz2oGXJs3OYd+5ZHwTctntLTbHqXl2vYXRjXM1NYFCmDw7S295EnB2JqChRkePvXmVdP29b/+7O9dQY7uQXzxpefb/a4fbmIwGEVxIhcBDp8YBI07cPORrUkXLFF4dqlBnIWiYVtFUIkGSBHCSkFMb4bJpLhXYuSlT5uQ26px3AvhJtOqgkiSQX4lpSyAEKMBpDGsUjMzju9E2awj8ONx6pzyObQXv0ZDLhYH7+9ed4XdfWfyKu+15jAba4dAwPauhWPXHfqljXunuAc8U2ynxOahctnuMyfAY/g5vloKNilTHSeD57oWRtAyh87ZXkiy8yIukUux1nd//z/eYMXkEqTgWqXAdNT2Sg8bvnQPmSbNARBtTs3CF0bfzU7ZfG7Pt95Rsl0B/GgnE7mkElxiVm4hkEv9BCgtN6ewsYPQVhkocQ6Suacp+66opxjkY1OossQMDsWgEp9NI1DV/axzYQFSIMu2oBi6VGteWlbz07F8bLRARkVbgbAlPIBRDsaHH6i1yfAoQh+tzJj9Y1afjMXzv0iZGtjon/+Gyzd9/PGhymWlX8k7pvM3g/DBiwsp8jbTQ6C2BY3YNe4LVjuVN7noXLhgfWDUiXCQ07fN8blVlKCYAxxv3Jp0TNSh57vh3Om+KO6URmoWoHvVOM3BeSiPC6Csjp9xDXd4Jf7y5L/beZrJNnX46HmTpp/NP2VXui7iI8Z3G+WlGWlL1ztlJm5P3VdlzUv9y3jRKXhqp2IXDQZyg19uchzas81vAp39omxUOLPtIfX6l7bWrl+38NFZbgGDSG3BDCBQQntExG39tdDz85ubFBLelobYzvyz8/F3fKyIiV2hhQ0H3+uau+wrilw8zLEzA8OkJd+CfaDSv68+vW6ThQ00WadEIBZmuyWG0C420e4fsPlVhUMF/ddAOwUdQAKFkiZEGzQzvolpnBB6vjtk4Fa0iUcJOHTwk1cUmrLRaTkQkzYevmTJjZdBmQ70/tlBaiOP5iRi4lMYCK28vTNszFafb/v5oixNML/VYhdM2gNtzoCRLS937qSA7Xpiy56Rgy8i27/V67jemnyOtrnDPJ3wq5X4w8P/udTOGfnqbGYmkgxn0r/OAO9pbb1Gg453mkOg6EtvBKkumBO/eYoJ7yUcKKJQzQbo7PW5rOuCjkmx7Q/4+RtfoSS7GqvoAUse8HgXo/zOdznh4smoq9h6rbecwx91wZNRRuauYVdGgL0G/1LIat+YpNtUyhHZLjETd8o5OP5RaKTz7/40qOrbs0ugY091VGbaONIW0Z+8o0j2sQGf0hGuqlZPVuJ8KGKor2AuFHmaxBnLlr6FogqBndunQtOooMJU0omgsq/GZCb44pn72oBr/z3tt//+wj4KxwpiRPzYH12r6FPb5BTSABjmji4qrbENEsnqL7deRLrvPW36fMjJCItRORJSbYbQrQSqJhBkx21tl5zy3xO2xmVFEn2CosYgtXqSe+4CY2h/YeTP2emLSPRNJkEm/wYr+r3gH774yex5mCygfioDzu+mZAqLGK3BwMNQ07ZqHdPEg6KHY/msKmR5tK0eIEHU1AwuFRe61ErKLiOzfbrr6FrJFWciQpWS555sftec4gwxKcZzsFvGn7HP9Xy5bZumntqLS36/j95z8lTvLUNtTWBo++9AHRURkGpuVmCctc98PZXACQEOGzSOElBpiR6UJvdlaNBKf9VWfbFzM9EgjyrzjAecJvK7DxiaPi7Kl88DwYCezZD4LgsJXYNGoi4C6IVSUBqMSzYFJMzKEQ6VKgl4QQdY85IUoSPiJr7u5/9X9drg4aGho2ol4NkYwGCWdQ+pKo1ncB5t5a0oHsgdpsFm0ESE1CIWR4l8oMGhEk/pA0+RZiOpR2BObcQ3VwmTX1sF5ZVRKsYJsYE+OJmLp2Ghd07m8Bw7OW5Vfh15UPNei2KYPXj4pHhRwvRtnkOMKIjTqmbNd24NQcDfwTOQG1B64/2Cnpeo5cvJN0KoRMDFuypnnKhvthC4MOIdrBwo+PoXUeB0MfMILtI0boRUdqLBmBVuNV1wsDsoCY30HogDE+TX66DvXrh2ODCOfWp18PxxPknjWwDAegLOoTmQvjEi2RWLLIq1IJ9v8TnA21iPS1D5ka76lzO3Hs6h03AzDqpFGkmT/1G6LjMwgQkWqEu3fSizaCsijTyC6eKTBRQ+vDZjCvQRDlR1qSnHeVCZk4pyPQmZmRZgJ1v1n7T2ucwMix/GcBHJBbtb2SWV7BXrQfuZ8Y+z1R9t6Yq9XPEHzACLHzApwsAeoptRfRWN09o8uA0+a7tM0GL0LOMMXUTW+C3tXizfKkXmZAUUKSXwVd8ZrrEFvfwPrTOL7Ih/ooAPA85EJ/ak4NzawX0BqnJmwsSWec3eNfS/9xp1Fz7G0miwdvk8i89sEZz/ghXwPAI5tMJxYrs3xNc/3tQuCllihqR57rT0yG+pMaKUh/8/2PGlxMA0peO8SyDYJYB0ZzvDXMiFwFULgfrCpv9pZHXutvDsEC7M6cysicWrATA3Ys1FgsFLzf3W6+fyRJhMCNFTmUEzA1O7hUqe0s9KmYu9pFEUkSpyoUaBIGHw1vqFGA09TQttgIDJ9lBeHbPe5a8aj9RCUGftFDkA46GBa8ypYwdnWpchzeA2PxzdkOD68syv2emHeHf4VGKdTMACX8MxqoBErcReqnTJQRTc3a2vT5vupMppBwZaENKk2bmdXDnKVEfT8Mhpef8RHn0kk/HVUSzYhTapp2buRDqZxth0CfA2YUo3s8X75um/AfqPP70cSvhIbmD5DrJl75pswsn5ypyk4VhZ+EQ3sU+JU07aUmoE8gZY8yXGMZNL7EMdDPE6+N/B6oVwPQw6wBY7ypC0gylgCrNUUQN9sM6T8YRcRvf7xbXaNQRgRFV5WTsTh0BOJRupSsDYa+WOajFipP7xp8uMftTkZS7wwjWway3PASl0ednuWBvctGAls33Te90XdhihsJK2P+2Rhyfs9vITGTjbOeT7k0Vlv2DDFzQjeMowAFlgp7pLZG3Z/YCpaKw6Ll2yd2VxcjTMRm6uGCtNhb2A/NwOSM4J0vkYMt8AgYyqSEbMaD8+gcRbptwus7nmcbYVOXOgHLyDW5gvoAnSXzwAVi811DqABhEZQX+ngnFSArUCjkyIir3S467HatBQOyRoioMxeERqx2bgtDTURM9AYSbgXh07BlYxa0ThjFdWzQyasduU7AZ0Hw6iKPQChzNSDIsEiw7sUGKTfUK4pGhnkciMOQblrGOY9ihQuyWjJsaNKgJVc9HKJx6n1zNhUvl+6aamdglQTAj+9zQklhvYZSu8BNxzL0pVMlQrsh1oM//JCHxWY+/8M0hkN8MrfgHe0HWmV3fle8LNBMXBOJaj8UQ+cmKF0GDXhlO2V3ShkUI4mcgZtQ0qAKdELXpiTbJGeJhXtzf6iDZ9hSpl0AGytpC1lWLjyFQCnj6LajV7eId/E+jyEIAlxeVZUsEWLG2xtKJQeqbC5Ui62FZyZZfZIxH676g28JpAu74ZQHkUqjZWDyl31Urcpl3trLCLZ0GT3M3zRnfMCYByzEOluhKetDagLcJ57x2zPMwX1JEg29QxNwSlimrAeTo8qYkbGrgC+QEoOVglqeoiy7yJA6M1wSNUgKK5EVRvSbkwZXoJTq9Xmg4v2u4w6MMKX71OGdVDqfTDqaTgyQlXhU1qMlp/DufpYvT2fViIeRYq7f9zutx6GxuSkXU8dkoJqcHhdxZpXm+wK+1y0j4bcw1UWDWYR0/uB/dU1p86g7MpG6l/PyhrkL+lmSFXBathlr88YGXwYxjmdKN3HzDbRYS/F3lVDI6vQztQDmRad/sr5hthrVpbv9FQVAzBO6CyyMKe338nrbdiXzGLx3luRolasJbGYn3zZ5NWvHbC1U73LxvE0BqnvWKmqEJfnIT/e12oOGYvmtvk2ZOx8Q505gWdmxo5zsdm4LVOfO/LKw88e+n4RiWKwaNGrMCeLOWkbWPVYHocHihVM9TCiLscBMh+GETECA5D561+9YIr4F/a5aN8U2zRtwk6uFSY0AFgNyU4JxKloOJ1KjRWAJ4ClU2NlC3AXxAoQkK6GCmk46BGSLZzpVRU0xHNxa7JnGhVN7O8wOK9BmdVAkWpKmVgZ4h9G2NC41hkBKcC4ER/DyqhoVaP7zAtDtp4H0XKmHRERNeBmoYi+MWJrd6TY1mZ/mRklWtrfhKgn54rCXCvNiEUjaSqrZU+AS+i9Pv2hWCwRka8D23cPKtE0TTM9vzGyKBJt6Ez8mM4V+3T2xOmFKmKFE+SJehM4uVKsUxGKLDRiFOnyAAOHVdiKjyQ2knPF6PxRXyBDY5lrQCobrq/ixpgyYVrqzARIan2acxSKfCcA0Iwc/0WPKajDHo9Dzi2S6nIoLremBBV3NJwjnGP2vmK7WG3OaDDnW6PddDwLQJFBGg3y0mnBxmnAAaJt40yWaBUtZTwJcVn1OADju9anUrccxR48YffDqK1WjZfAmaKRyTVluzFtfl4C5fw20vr12SajtPXaGQDzyWvGESV/dmtDahoW7hDH9fjJ6yIi8sKhlth7NC5YbKEwmyrgTInPnYKjy6KQNh9VInku8XyM1L/a5YygSOcKfK8CzstanAIsRk6ZmfrsTTsTd5e4OXwFXKmfRAT8CiJ1u1BAppG0DBT8DIzY2hSi6E5TsbxHRo5Z3V+Gvatz1Prcb91Zqc+V9aRYhIEHn0aJery7EHGZZ1UXhA4F9x7vxVOp58Nz3YXQfbE/0FloB9Lbbt/jwf7Xe80D01w3cQqzUIKMuijAldU3bRDQ7EvXPVYQe62eNDdPzop9b3ucdlvEPORA0NKL08qffai25WFly57r6HWq2K196L3J1GgtsClqlNF4JWkmeYnm40QGb8F4Z4rqNURE1Ptl+rkAVA7kKKLS0ZTno2ghw7TLo5gXDeOTW2xhNb5CHULESOlSqPgYtWIbHvVAL0GIHq0wQcSU+kPgjFOjg1G9J+FJdgza9/JW3Vw902/C7slqE/bPIBr4gTrb52rAcZ3HsTZlAIvrc1D4PlVv1+CgwFfDn1XDEUwQUkKtGW7N+tm0nb+FM6ZRRFIdELfHSj7KIHUc6UVTLjE1rsYOI5nkuiNdxpYcVO/6a5MPi/fJs7Jtp1uP0W7wMMIh4dmeAfebRvjJ4k7j7HeuWQT80XL3TCcn7d4fq7BnJpj+2ZsGz1AZVQAFT2LrkzBq7/FgdzoCjMRxrphebWh131vst98lpvJQswHOFbvIoiw6aXSWSyETtGKfZ43GWSPIeDUl2Ix9UAEj620YFGzTpf2dmTIlBUwK5NXzB7eIiEg25M7d9SiCA5l3fqG7j2evGASENFYlcBYnlk0edfno4hTkK7lHO+Hoa1eZojgZLxGRk+ySg6j2V3yEsw1sBiwYzEBGUXlT/9GBzth7c4CsHEanDO7/Gx1O3uxotj3Ks0TZXuwhA0zlz8PgJndiWhyC+281bktDLS1pLVaOfhaLzMiY9njkAWZF2hImjxxUaqANIzJG7AUtZQXc55fbgaAwJ9ixfdjuc8l7N6zqovJdxebQSr3L3SYYyxGpo3FGQaoA16kZu/czqPypjkS+3H3OwIPrwaarxLxqY3fykx0CBudEl0Vl2E9Uy5X/sMPSlhUgU3wAh1g5g9ismPNTaLcWYY6O/R0CiuPJajMicnwkbhoCJQlKncSJrHbT8P5VKHtitO4H8LXOC2BGET8OaojXsXasmOqcd/vqR9ostUG8GtuJdXulQw81EyncehgBHKOe9JTpmjUIIFbIXvVp7qcazdCjkqQgZRePTn+fpLXYDJvT6SPVNM6I8eRgZKvMn4VpXJdeN++z3Ff6VoW2RnMAMnOoMqe3T8OZbYFIa6E0MuwFSdxVPFJdGmdNdKBgcNThPrTB9C06VlivThgzXe1O1tQ12ho8d6Yh9voQIqecV8WrvYYCLMrX91RsLApahALsnqfDimItvFa5ug2pKCq1rZCDWljwhV575p/dZXNFHBirE0N/uaxW2wdFXaB7wJ7/wNvuPv57G4pGkM4d26S6XbMFpJGg40CC1Uy//+lgMiLNTM7RSjv/6sg119i+SoKDNICij1HvtO1Lts9WNwOjhQBekr/0e7ZbYcYCouyMvm4DZECN1i3Aa3He6wCy17PEyDLT/a1xCg9ERL63yckbygGyPNRgOfZ7DOLFXtOT25G2ZtUzDbWD97s57ng7fhp9CQTUKakbiabZ7J3FJiwOfL7PdN5m47ZMfe7KLwu/cPSjIhLFSpGdebf3YigEaURt1phYQfQrsNy5UYoIwveCu/YxVF99yTY57WgKkqEJt3GZPiT7Mqkz1EPns9GwzAcAmHi1Vo8xYc6e0bWtFXaIJzwYnpWMrNTKr7FrHD/pPOK77jIP5fU3DdRJTCCVshrODBXTWyXoP9sLOR4IAkBJUsrUtxodlaXxw/gEmedtc6+Xh2xP3Bq33+IYAFmxpkW6xs3wZpsVphU0RL4ZEz5Z6okv1CpapnlICHxy0ozkIx6DVoviD1IqkL6luMH21eqc++2pUTsHhVC+vV0FsdcqgEnTwirm/3LFIhA/0GhrfqzF7ZHXQZjMQXqJyx6cvlk/QBbYsPesNoUmjICGQU3NVOz1uCchzUJ1Z1oG0sijNq96XqdQKMJeqMTmsINEvDY5xHOxvVO7d9gYcbqGlBm5tpjuVQemB5ipnYhUM0qmPHlp6IUqPBMgfE0xUSqLw55Ud8n268sAbzOipGebZ5Fn/xSiDtvigM9ZNc7zcRORL424Mr1WvtV+a6IThjoitVNTbv1YTVvUZHtsDX7MwpSTTVTOqcDnjqMvKGWlduD4P932nB+HYcwzqMUC7PjAIi+mfukgauu1AuyvN9BN4COgjdIUXUOT7Ym0AvutRZC8JvnnG+kDFQjkZCbm7SKqczWqHdFLiAwy0KFYVP6dECJ2T6FjpXCYV8dMnrWBQogFFHt9ZTllHGkOZocgu1AgsvVh70yftWc+hWADe522bHXzefOGGcgvAQJDLB3X9L1NLthS88Xfu7PoOUh4S+JVKrYaH0mIVNTA+u2HomENiOIUSO6Xj8NKQGSPB0HyGjxcjErtRrquXRmX4aGS3JHeUb73lJlq4fXYy5IATY2SceNHemdCIOrhZ8SAEaV0RCU1ncuQMA1ZGlTECqmSe2XAPJ5i4Bjycb3jPtrzOOgkiP3LA8kg2dK7b7n7f6rePCmmbqZQ3KHpbN7PUYDXOyFIWHGrHj8Na87lGRAQb8tzz7QHSpTAWRrOHEriS6M32n/PhE6Tx1CQTZz8fFyDIqTKMj033DKUEo3aHgC19fk6Ecnbi3TOOYDQy1lF6vdIJzz0e0AIzSipcq0x3cOKw4fLTchnp9g1VCGwYfYeGEPDOOdqEJD2gYNRKd3fZJufIiAZ0V4lMRWxSMN1YHvuQkSRLbK0B2BtFiKgiJZTDhBwrmtOA5DpV57dSt+G7fqIKZTcyHPGXsqbgAYoGXURotPRFLZdW40I9ptlhPjDWw2cPoB0pmJYu2CQ0UmdjJPJOAe5fA8MXEYfCXfQyuuMPJufsX6cwcWNMnGziCxbRJ2BQX19zs3FY4jE0NjpxJnXRuINcFLYI5Vynin+dh9RYw9JYnGp+zTay0rHJOAvWSCjz18MA5q4NLaKo2P1uzcKRETkR1H9H68riYhIuTd2WKzyhV6733+6za5N0L/Kecqw48hCEKOn8KWdMPq+AhLwH9xnKdFxtDbMydbMk501ZkAawS837+UYo/cvIlPGQig6ltoW7ftO/5s7y1Dbnlse/tHBHxQRkd+4Yhvp/TU2OQ1e4LFMmgKBfQtZEaMbvhUlw8tQAjnY5Ao07cP3yQPEAx9pOeTvgwqe1Zms8FJjj73z2FOPAvNotVW7KXcTq9P4zGSF195lxPawVx0xC0oUTEBlpCwbv1uSYUJXSf/mkGpgyjQfmI4v+TLo67P2u99fPxV7TeOU7XvUAyuCt8+my2V4DlXExDCdhsfIKlwy66tgY5sZrjn3mBr9LGjZDgJeCjPiWBTbdgMGTj2UORs6vzDsrkdDpqV8Y7RUJLof/905Z6D+0iGLjDLiSJqIE34vUUnQCTk5buvxRBUMRq+UuHfZColkKRoFu4xUJLtOUPFXwsut9izy7F+ZEjl3ACL7aIWSjoqInL4MKgIYVBpRZwuZUVyjG+vciHOl688eo9yvTGFq1IkVvVTOm/VsVUXCXoZ0QhlFPH3NPR/hEuQ3JFBbSUxFLMLN6kU6CxGcpJeV//6cKcZ/usOcnjeGzahhpwMlUmaakOcnnxQXylXGvsJsewSDUslPRUQyCt1emOhFWyjgMqmIu3wBVgXkxBjOwfom7fjW4lA9kVyd8JvX/FwcQASc+4Nzweud9QUX48CJkXydvJ9K3xOp3I68BiZ7m1uPrk47d9RnjFqxOE51Fx1zMvOz6nHc72PKZZJH03nl0CBMMb733JAZex+usz0262U/I7nkX7uIbh2Eqijdx1Xs0R1ImbL/c8eNYv88ICvGmTgBKg8GGTQAcviV/3xnFROshUkxPNUv7bc8fudUQez1jK/KojKktzYfCdPbQRr0G54s5e19BvCkwaXe1hYonzF4weloCN6JNIU23mUD4iZgiU4htaW4jx/dczP2HnEVZ5CTLyi35ztU69NnC7Ypx4dsI7FKSPP+DXiPgH0ewDavUEkHsaPR1iB70jY2PVt95ruBQWJ5fWm6XXt21d3zJ7aax0xvnnQXxMrt8sIvolDYiLwQRQE+pTOFBrxk7mcajBVM6oFVBWA3B0FiLftMeqN+p9hgZW4mOh6c7wLliI8IjS2DPwh7LAv388ly99lxpDsvDZhQIubpFRiiP7trI13KPHAlnMO7vTBjC7L9MCxrMlEhjLOk/Fg5GfH3BNtQaSSauEamTwjOPYEqQTXwrgECsQTl8dguw94szrnnO3HJAO0s0hiHUlY86woMIM47KxK/2Gvz/VGP43sJkVoKcxamqCypybU5I16Jjhyfb6uP6rOClli6zi6QyvrUMDm+eA3KMxofb/ouFNmIcN4LLrIWRHBHvHP2kVoUIImNgyQYrbL7VAxvKtK6dCZofOo+jRikqGQ9C3qfAsjg8il3HourYHwBDkKScI068bxXJMOxgjHEKM+tGBVUfNB4LwyRI94ZIEatDkbbRRQT7AB34MSQe+6PH+iIvdfdZ4b1HKqQNRLPtCRJkAdYLHHL3XM+AhBcAxp485tkAGL3CxnFqLUW07D4gUYkCZ8n4zAhkAVhT4HtMQ7FZBNm8vQ1wxqSyoQdL9Q5LYZhTRL5S+22r3R/HEcv0I822O8yu8dOOitxeNu+edyWEbX9pcXhKx9+UkREpkF3UNJqk7004iYnsxbpo2IQ175lhzGrBFVbPped34Aqq0Kkh+YgVGfc3HZeNW9k6yHz0KY77XuLUILlO52Q7z9rAoOGIVNQ+U3u3lZnQeiJzE37GRPKJN7N8kU8QQaqlmbjM04H6e56q+NI4dpelO6zpiSan3Tz0veC/W71UQjoQluPlU4Tjsme4yxcBkklGn+mVNkhXulzwnwdeOUk1AyMXbd/FDfbvKVWuLVbHbO1m+tBAQnSfBoxmoMw2383UinpwMR12bVTsjyz+H6bk1tvm6BdnjdFou2ppkcAPAdTfmoW0hy2FaTnovttCkkKz6oWUx6xAR0RwD2b67d/ELu06EHvbDdUUov0x4DNcTx2dzoLv/RmQ+z1r3/4euz1ZI/7jZI2e+aVafuN6UG7hnJ0UVzloNfraLcpl/xC2xgKfH4LgN17GizSkFeHtLWfNsqMXBjvt2ZMyGtngl3wroln60dLOPKk7fTRJRpnkSpkpLk0GqzpSZFo9TehCI315qErdQz54PKbUBQC3NXqvNtDAfbHqxdNgZHElT1Qv366XkSiXHZlTfbD88O2r7S6Lht9YwmgZ5cTgtM7fSpsX5NF2ZiKZ3ViTr2bq46Tdu6o1NtQbcwo4TxInmPPsSN+sZFmB9cX8f0hu5/sCuD8MJ8q21ZH7X4HboALc6/Jwcnrbi8Moh1byxab42QA5JenQXg86Z4jHXswLROR4zSTJaN9HpKDYrb8Mtsr4Spkm9/z7OxA4514YFYya6P0yjqTfV8+1Rh73Yg0cYWHXDDNXIAKUTpvNLTqfZ9NOs2MZO9Fi8azPc6gOtJmGYKJEROqS5EKYZvDlDj9bVkJ34SIq1Z7DoPMd+sWwGxKbV4n2u05vuKxnT95/pfurNRnW25F+Pt7f0RERBrApXN9FOHLGqd0aSCR/LQajXeZ0lBvk5goYj4Iss8u8ukBEEjOAAc1jDQgW+4oLUcmctq35mxhyd0z7L3DNETnmpCiIf8LObEKyv1BocCEEdE9ZN6YVjJG+zSCi2uLCdLnLjoB/iiqhKZRln8BUReyfmskaRzeLFNUBOdq26tB4Iu2Q2EwIkDv94YPXy9BGbBlz3ZEs3r9b98FygpGpUjPsRPVolmFbs3OXDbAKbFCSiQrIjLqyTu/imbn96OtyxAUzRF8T9uSUIhw71YgpE+2bx3kw+L8sEpQ2+z0ATfSBLLaq6Di2OKjdiTQrKiy5+jqsb1UBNqB13yU4/FtRvtBYl+mfLTIhOlOEmgWwuNlVEWbLROvUoioVTfOkhIXs/osG9FZcmppBG8Gn71/hz0HK8eGh0ywX/bz+cheOx9nr9heqQN9i65NH7BhZ6EkdmO/krJH5Qej6axOJIzgeU+HsQX4xF1bTcGdv2YGLvuMDnm8GWMBx5BSJ7H3uo8kLYAPjgp85RaihGjfpGl5/hYNEcpu7bBBZyu/zL7Xc9P2IA01pQvKKbNzwP6ujJhqAQnPFM8SDRh2tNBoJqPT5N8iHYziiGsrp2Lv0QGiQf3WVYv87vWkys93WEHHh48a7opOjzYYnxtBVXCJ7fO+zoLY67pt7j5Sim0eVscRjJizHZBu201Wptw9swCLkSj2UE72IjiEnTsxAPqjUpMZ02OgqdrlnmN5BA692WkSom5n3V+u74Y9W/MDZiAzwDLXbZN8qdtlGXY1ISvUZL+7PAL4xVySfzbIKNzP/AAiwHBk1Wkp//NP/d0bakEQ1IrI/xaRcnG+yO+EYfibQRAUicifiEiDiHSJyPeGYTgZBEEgIr8pIk+KyC0R+dEwDE/73/q4iPxL/9O/Eobhp7/VtVn12Y+wclHGxrTCdXi75EwihqALBlWzxxsRsH8ByqwVArHYewXsL3YcIfgWYB2eBS/VPs/XxQKCPoTr2UBYlcqb6Ad3ZcYOz/uqbJO3wGhVnBOrwTarovyyB13uKTDhwtRoSYm9vu7TwFXAWl2GcTYAY2Abnr/St5mZ3MTgIM2IhphJHcE0EIVnChS7Rp1Yws0qPJLx6mfnNmGNZjXtc+iE8JAHMJPwsgq/SwNX55Ds1l+GoD2IxvcE+57x++0QDPLP9Zjh9JFaW1MFr+dh75OktbbUrjGAKjEtsiDvXScqmHrII+cN5xpg8WhYn56AtMLQSsUGKC3CAcYBwtcCAaZE6pEyuwGy3tI4EAZSsrDCj62T3vTs/S0wWki0zIq6Ue/9d6PS9XvhnExOsRrUnknFLatiZ5CWYqTtTd++aReirAQhNxVMxV6zyvSkdyzvLbO/50OesdBH54ckrnR0WAFL41y5wdh3mDKROJ1cD/rm3q+GnHwNKXeSjl/0jtEjSEtx71bCUCUGSwcJtV8FjQj5AJd9NO8ZtNe7t5wy0dZD6TfKkEZmepmsAW+iLdzdvuUQ8W6EdRBXp6l6RlnPIZUfaQWF+7jh9RxJfmmQs1+oEmLnwWGpbjUHgZG6jm4nu0kMTXJxOgiMfGnnifQIpZH9xtiiraOebVb2F4DKg1HW9ThpQvLaNVSZM9kFB1gDASPobME9nw9c6qXrtle2e/601eWNhpWIyPCYrbNi2e85bBCZF96sj71m9JmOnBrwW5797XfEUKsUkcowDE8HQZArIqdE5EMi8qMiMhGG4a8GQfBzIlIYhuHPBkHwpIj8I3GG2hER+c0wDI94w+6kiBwUZ/CdEpEDYRhObrioH5Xp1eGP1fx9ERE5UmyLPwAP7H5PP/H1QTMitiNV0Iqc/R+3Wyrg/bUuesJ2IQTF07jQw8jG5/Eaw4tElbkqlStgi2bZPsPNizFA9kb+JZGooGEa74avEmK5N3vqEfSvWLlyCHtWwEV6APqqK2JiSIFC2g96f8qlRa/zIqIHe6CUNSpByoo0CARWt3IulK+KuCOWScdrqsyDz6jmWbTk2YpKXxWwxE+xSIPrrxw7TGFyHRmJY0WVViTTmaCQY/szNdTYm5UYjEEoFOJqdF+dhJJge6ejiByrkcz9XIn9TFLM0+g/eNCz+7P9UyG+x0iCEjsz2kVF042G8HQidD+Rq4yRukj1sjcSczGX3I80uDRNw/RjPr5Hwk5GWjQKmAqlzugLgcya+qSDyXtjuuY1gJ21FdwknAwWNFyCo5KrDbph3JLMmsUSZ7rNIdGIIitEaXDw3pRmKBeKmp0bWlAIwQb1iqFqBR6W7cZYfafGEw1dYiZpnDESp7hDwkKGB+1MVNXbuVlAlbEORomYOZjDvemacU6Ow7GoR8RQDWAC6GkA0jhlP9Ve78izXzWJYslFNuPndSscPaath28guFHm3j9zzaK+b43bef3RneacjMII0kwPq9+pw+gMPOOB/CQMzsDZ31vAqk9U2XoZTdjHMAIatai8nvVnIWUTPcnARF2VzcvMtFvTL4OS4+NHb8ReaxpZxFpSMYDA4hdWXlPmK6b64Mv/5e++mCAMw0ERGfSvZ4MguCIi1SLyQRF5wH/s0yLykoj8rH//f4fOcnwrCIICb+w9ICLPh2E4ISISBMHzIvIeEfnMZtcuTl+Rj3tLmPQLNSChVBB5C3ETEJJMUS7A+lVPgSzDbARLLqnWVqeIlH9HRGRm0P7OQ5UNY6fHGzuMdtGTpOILvCdJIUmPuQBRsA4Ypdosl1VEVChMCWohw/ommKhxpI8UDM1IJYkeTyH6tBfGl/42edTuQ9qRYOc2L7gJcKU3Ry6lb+B6ZT6VdPcO83ga++0g0Qho2e7mvveaKdHqRluvXeu2Now6TPuU8fU5cKfVWkSAabk6HzGjr8SWPcW4HwqYSS+gjzXbPczherdI8eENhjQUVVwFhuLDKEsfgYLK8fgfVp811IIOZdg+q82f2SqNBsXXuk3I7UdqTztdFCOiNo+Ia27KRqOEURJGxlbRe5Wpsq90OmfgyUbDpnwR0ZOPthnuMMVH+LTpvYhIL+geaAyrA8RzwHPHZszErmkqhQDpvY2W1h4Ytuud98SkrDYl7IFR5PdtMYoLPWMFONs0KB8AHYY6HyyUYA9E7u1iPL9GeJsabA9evGHZgq3oTNHnm3jnws5pgOxjRGQ35qK9xylwGl/l5fa9SqSPZjwOjhGux5vtnGcW2Rr0XDED5rXRAhGJVv+Te5PRoybvtDGKQgegudTWibAE3SuU4TuQcWiuwzmedtd7Ew3OP9ZimEo63vWImL522d3ztkL7+1ZEhjvgDB0pd3qJMnN2wM4do3m5i27fbKuy9WyC3P6La3Wx1+9rsvnWvVsPrBlhFheA4TzmI47sV82zdAqQpb4Fu+fDXhYMcF5hDDJtrY58GfCezCAxUtc3CAP3sPu9H6s346z7mt17DdgGcmed3FkgnySMZXY22YLsw2gcUvZvHn8nGLUgCBpE5BVxBW49YRgW+PcDEZkMw7AgCIIvi8ivhmH4mv/bi+IMuAdEJCMMw1/x7/8rEVkIw/A/bna9LdmV4X/Z+eMiEk1n0jNRL5WGAQXCcYA5HwMGSb1qptdKymzSz3aYUlLPngYQ20JxMAWT5kGexAzxN6iglM/qFjx4RrMYGWP0QPFP7H5AQ6wOfFZXB50irsbmygHmh6PLCz5GFzYjdGXlYIO/3jAqJFklVVdu93Pae/bsBUl8DNslsRWYpuZILsywOl8r5qVn2H6LjNQTKLVmpEWVHLGKVxFFYrRHvzcOB4IpxUIYnNHeicmR5xEROQPaiodglKgA4jE/gzRQDu59FOv0vrtdFTG9aw4K89q6KREROXHFqCxYscym9cR5aaSRXFTjcTjHRETOe8/2Jw5aVdvVLotqDiCKuAXRI63+Zp9O7rttTXa2e/vcvdXXI1gPr/utiyB09dHMeJxTIlFDlZ0iNGpJnkZ2QalAirbTG093Vdg9ksX8flRZsuLuG37P7oOTVo9oOUd5rY/ggIyVo7LGvtd50/ZYr5crWZCp3I9sut7usYtP1JkRxsICptTLYcAqNU6kJQ+izDSS0v195G8SDaXir0S6f34+fcM1KsHSr7gjEZFXr7j13+yZKXfYCUT59aiLdpWavPoq+LxavWwi3ybPfl0hDVyTQSq7SbfUiu4XhDUoHdCjMGTzqk2njHSCfsMbV4yWLcHoJ68Z9Y6eacpG9gJlD2o1+nn26/Pi71ca4s3eYLwBcvFJGp+4zyOe6olsBFur4gdYbuI+D+1ysnS0156fspQcoZpZWsV1WUHLQBAbtOt9/uCZX37n6DmCIMgRkc+JyM+EYTgTwIwNwzAM6CL8za7zCRH5hIhIWVqepPifLYXgI85HDZ/NCBu3IeRPDJZ6oMSdMbqwEmHId5u4tmLKPgtPidGB61Bg9VA0OpjrZ5FBU4pTKjyInFJG+84CC6LpOgoBFjcwsqPtLk6NmMGxG5lnGj4aJRoEhQiNPgpEjXaIWOn/AVR4EVjMg6SVaClJ8aNhO0ANQQFdVu7mleBuGrLbKk0hzsy4A00yX3JxMTLG6romr4C4BuSoysuxfaVcXIyW3d1gz09un7077P0eD/YtzjfBeBDXO9dv66xjf70pySO4BvEWaSg8+dobDltxX4sZfb3wgonvUFoXYrh21Vqkqh9NjJkG1oIMpmU5byzo2evX8QvnrXKMaXtCB5i600gSHRk6LHNTAFRrdwy8R2qIWTpD3oCLNGKH8dqOCOZDrSB09RGzvWj8vIBU3DXAHbb5qAujMyNLtl7kbDzba9/7iF/fkkqUd8LgZAHRK+dcRIRcf1WIWi0D6M/0oPhMIotDcgvsfrjPXxh2e4mpv8w12yvkOmTFrqadZmAAk+Pr0D6LNPX6KAf3Tw/keSuwW+dgGB3w0SqmLc+C760BDtf9O906LswgdYpuBMQccy8c8TCaRRRTkGz1vTBgNYKZCnjCyIjJq2twyLbCAdKOBkznkWGf3Tge8JkKykZG1IrKQOXijXMaXEWIsl4bMpm4pczuJ8ffBjs37IOcY9Ryl9dRTAc+Dxk2z5ZO2B/KYUeC84K0Teg5/FnJBhUQU+CFJfa7BcXAFE+7PduF+2XhX3Ic84XE6TScaci21Ziu+cJlw7FtNv5WDbUgCFLFGWl/HIbh5/3bw0EQVIZhOOhTmyqx+kWkFl+v8e/1i6VK9f2XvvlaYRj+joj8johIRXp1+HVfYv+RGiwMwKwdE+7vRxCu7sYEp2PD8xB3T7sFo4FDYGxaJPLhrjc+AbwXhM6JWTt07EygIFAaS/TKr8KDUAHLxvBMXSzDuuc9K8aOLPb7cPBZRagHei/+XlYJr3PRrnHeHzCmXdhuqwepJILlFZs0A96yXig7bnhlIScGgRHHrmlUKgJwfemmS83Uw5ArxPyQfbrxgLu33rP0JKFooOx7RzdGI4oR8qdAZHStPt9dIwLkhiHLCPD0sO1NVXgpMCJYIMEWYr/h0zx9C5ai4J4npoPFK2rsrq7Y/VAJMm2iESo2K16GkV0IZU6CUAX9M91Zmm9zMQTnQz30RgCkGbWjw3URPWvz/DplRLpnmNLKA4Z1+ZZ7n9x5JUgfkdZDufEI4idY+sEac5AoP/Q5LoEwWqOFIiItcMK0o0MqYAQ70DeVBRQtjGb5qAPxZdyDl/vs2sdaXVRlbMT2OStvaeC2IZ1ZWezOHh2oL8KIzsMc3+OB2oyoTMfB1ImITIGDqsc/Nzs+dKFynU3nlVJhEJG8chjv5OS7a7dFkpL8TxelmhJltflNpK62prnnXwap7Agioy0g6B4C35nKccrlMlCLMDqtEZh03APxwCSVZURNCX1TsM8DnI8ezEuu10EsbiDd1EyP3U99jfuMpmRFRNIizgsqGXH+FXdKWAONPQ6lu+hGZiEN+ncP9ge7NGjrMbYdo47j82kFMR16ZnfKWlG8sGDXXvfb+OAOc1iJSysuNx10zvep3g4jLAtFRdRRM9Mmz1O/PY3a32oxQSAOgzYRhuHP4P1fF5FxFBMUhWH4L4IgeK+I/LRYMcF/DcPwsC8mOCUi+/1PnBZXTDAhm4ztueXhHx5wnQmoMGnpqtIh5QQJHckf9DKE6gfanCtJAfUWIlX1sJpLtCcjNgQXizw2TMco2JtAVUYziLvTtGIRwMBp+F2WxDOVqKBcFbgiIpPT8TfVL5xxQuc/3WOblYomXjFFpIUU0rpk+qcxqJ4g0xlsXJsNBXbDp0qqAaztB7D2v7bbc/z8TjMGNQ22DQeJ93ltwITrrhbn5SonlUgUozbYZe8XFZug0KpXGi3cVySpVO+ZirMVxRY0hl4C1m6/D/mzfRGNOkYBMnzHAuKuiL+sqbVnGgZeT8/HKBQR55tDBTRTmFQ+9DopHNVg4vduAEuzE3i2mkondAeHNxrFItG0fReUklLAUKnzs4wopvr72QyXxnY5qqBKgLsh7QerLHm2tXCApMxs3cYCEa1YPg8Dh1XlLIogvkcNNf6dCj5eRxS2veEa0UHKhXNS5pUnsT2M/DFKqJ1bChEBZrSYhVt0Tj/vAdytuTavbPLNwhzF+VREIqs2x0xLPrLdCgtUuRJ3dRKy7fEjBpaf6nfXyAGp6mdPNcde78w3g4IktYrBY+cTFiOVxGHkf6Hf8H7H4Fgxpc5Uu4Lh6fTlFdleohxTg4lZodwi+13KAc0y7W21qN+XzzTEXj/UZDqBEcMpX6TFavPMTNs/dFg1XUkHk31qSWmUAt2myTlmqVjk14r0so5u7IPt9YYdXsJ+7QfsaccBpytIi9JxFoES9GydHHKyknhPRgnJh/hHVy0mddh3ynjwjV97R6o+7xGRV0Xkglg3mP9HRI6LyJ+KSJ2IdIuj55jwht1/F1cocEtEfiwMw5P+t37cf1dE5N+GYfgH3+raewpLw2cf+qCIRAUJHzUrxx3irGoTLstj9tnBPlusMYAVvzHiNvEPtlj6iIqmAjxYSs5Y0Ixqp277LMGMjFx87YZbRPaWLC6yA8jnuDHgPFMqakYMWOY8N28HWzFmNAYJguQh18a8L5+3qEw6DLkW0IUUl7v7DFLsJjs7zHumYchU27IHiX7uql3jI6jU4n22eyF/E4be4wBIs/SZwkMJWyf77XtvQSDuw8GubvP3iQN69bQJl1IIZUY2GP7XQdJYRszUoM5B5GMIaQ6mNtOzba5WFt1vkDNK97OIyNs3DCxf4hV/QyWAzukbgc4iIuklqJC94QQtU3+McFUhLaneoa69iDU4FzFmepEobYsaTKX1INLtR+QQRKhqSNArV2ycSLSrBiu4FBNK5ZqSjWovdOYIfKUZG86XFds6c97WVtz3XgK7eQPwVVVFJgdyS+3aWliUnm3PcfWGKW1W9SlGlZxjXZ12lliwkJm7MZ07jQgFjVNWBX+2273+5zstFZuLtOUsiE7La+2ZZj2fFY3arbUglcW5mfekqXml9rsXrprjQaOGuNwsn6ZiBEeLBkSiDrA6r8UVtgZdXXYu0wEzoSxVJc/KdZIcr9vXJKvSrf8S9MT0uM0lU7+3Zu051IBlBJxRS55NLVSYBRaPbY8qSmwNFJ4hYvucBtcq0uRpOeD78t0GiPHctdOMFnKf5VR4WhxkFInXmkbRWVUpjGgfSSpH5kXPjEhU7uhemQehNIvHtu+wvcm+ckuzvmqeWYgc6BSk7ZVDNBtGf0T2FYDGqcrkzsJN93vLc8ggkMsx014rUbCSD4tEHQ8GG5ja1vsv/ZP/dWcR3u7MKw//9MjHRCQKHiQWSEGrvw2yybtB+kcg8wtDtoF+vHlKRKL8Uy/fNMVYBu9Ie3t94ohVjLxy2QQ7+dDIoq2GFgVqG4DD6fBMlJWZOf9tqHwhvoPNf/d6o4TheI6mchMealBp6lBEpAppR9IoqCe1FoesVCRKHEhsn6bu9gM4/Rba7ByutMOqURACNRlFYmEGvc7KYidIsvJt/iZGzPt5GRx3j/g0F/GAyakwZGCIkO5izlcDM6JEL3dqnlFEtx+59hxkvT6Ne1PuLpawPwiuKUaOtUXaCBQgsTTsI0l8oK5pCMGYlgcqAhBoKjdgFTBTBBkTE1aNFL9GGhjBGcd6MRK3x2O62LS7HEbfBCJxTF1pVdZwr32P8AN6uRrtpVNAJdAxbMpVUyzEBI3wDOMeLiKlfpdP9/9pT0HsvXsgd0jDoqJ5CVGtCShwFgIpBYaISIc3rt4P54UGDtN1GjFjGpk4yTdRsXsAZ/CST+0p0aqIyBD48oaQUp/316Ahy0H5QMJfhUy8gTRiFpQkHSuFJdDgIoM8o5olyD6UVrizoIUkItFsAqv6Rvrc87F6swEFRp+51BB7fRD7SilMSJJOLFUuIn/tXg6yfyXpHkjyza4YvZ4UuRE9JOkM0Gi75lua0QBsPWrfW59H6s8f3XWQx7JzB52BIgQF9H6i3VPAqYaIstKotCBNWhknlS9iHHAiIte9/DgCndEBCEg8fPahTfC5pCmiwamfoYPNnscMfihF0M4qOycjwGpTLnFoIOi+13/9zur1ObmcIp/3BKA/2GwLQ/zCcR96/qk2+zuNGmJljtXDgvbRpYs9lu7cX2ob4ssAiT7l+/rRwj6N11VZ9joCOvTRmmtItdA4WwXmSwUQeZCYUm3CwS2fss2voWcKDLahSQII9PULzrikEmH1VTmiZMqjRtJRFk1oqkEkSlGwxwvdS+A+OlRuB5CC9jVftVgDwyCargLfG4TcFU1p2JJHmp0TJ6gRGFIOkDQ1AoaFwtAiA+Ky2BaKzOpa7UYj84Uuq5yshdJiE+98vzZVUErlLba2XWijo2SSLLC4CMA6KyRPdZpSrvRrzahNMgwujvu3OszPlwGK3YcoSTEM1Wnw1mlxD5uHs+CnHYb4vDdOrwK3yFRS2iZCcH7CnTFWSmcCUMyIe3a+W5uleROLv3fBnumnDhqVibYe6sK+O4CCDW1ZIyLyJFI3mm76BPZSLzjgmM5WcugnW8zgSkeXAhpnW7AHSzKdMmePWXIZtqFCOr/c3cfqou2vU+DMOlhlhhhTm8pFSOOMkfznhuw5PlTj1qkdtDC7sD9mIEuIZ1UD/uS4vfdzBwwnyDHmsW3kxfy+nV2x14PAkTIyqL0aW9FianrSjKEUexmLgI8jVS3o4PJIpekBYljVGd6DooHUDJvLMTh9B7zDxSj8IOZtC87xGDql6P5nwdP5G3ZvD6DCs9bPPaM951616FpanOwMo7qUtcSBMfqqcpdVmsy8MLX7sDds6LCyL3dbGfCeNAy9AfwyfqsF1FWMoldPOxk0Dxqjiq2QbSn2fNTtijtkh58xpFpfRgr3MX/O2bkiCwYpYTavI/W9E3pns3FbRtQasqrCX9j6CREReeqQlfNPDdupG8Lm1xGP8FMkyr6s+B62ACG3EUu/9dCQ3JDcPr+JXP+Ha6Zir/Wg0FvnItfV2uFQ7AECHxE6DHpYFA6aPpuHR0DOJKbVtNkwMTq74cVcw/Pt8F7eBKII9EqZ8qiCos3JdQqDfVWvXrLNTGOvutrN8SLC0W/1mHLZDf45VvO0d7vfI55ns1L8+Wk3h4V1plDXzJ6Q8UETkp/vNOPqUV8ST8Oysc3Wq/0iogNe0JBDjwLhNBqxU0Dr4DpXo7J4BuB0TYl89ooZHD/5wPXY6+uXwa233eYtY5t7voULtvefO2W/wahcfZ3bY+yFmV9lz3TzqimMTgju/V5AE4TMdATT75piysQenUOUiGKseq/ds7aySbIAX4QtPA8KVfGBxFSShqe82vZKap773Vsj8dvCRKoPh+35Wxqc0lm6ZXuXKeXaatsrmsLPabRzO9+Fqs+t9npt0mTX3GCKv4fYW5Kea/tqccauneJ7QBIukF0DsDigGrm19hva3/jWdfssU1vr7A7iU8aZlYi837A5JpCdPXSfe945iA/sMQhEeo3N98wV+2xug7uPpGyw2N+yeVtfsmunVpnMW2h3+1TTgSLR3pH1u02eLwy7z7BFUHoDwOmDtpeYKtT+nGOddi65PwqqbJ+nFrhnCtKQJkzBOk/DIUF6OUjV79mbS31IGaONoaZH2fJpvgfrX4uImu+9nIR1WUPELcTtpJYh1djpPsMeozyj3aB6qW908oNnlOnX3BoYvddAju1le3qZ/XBKMc7uuH1P5ycZ/bwX223e1/EcmY2AXFxw/8+psb3P6OLckF3vLc8X2AKOwMZdU7HX1B8pSGSNXnP7ovbp372zUp+NWVXhL3pDjYzUl/rMUs7zli49eOKOGPkgvYAWHzAEy6bLR6vNa1JFMzMBoC48RlagEJPw0rD7vS3AnRxC2mEOaax4gwBxlpJfHzKlrJWPL3abkXEYoF42YFaB8NZZo9M4uNU82xV442pQUvDTyCQYlCmmzj53b1QurOAh79Sq/72DSLtwvAGjTZtgi1h6hDiPTKRBeXgWxzfiOMbgSZNYsRtVpoW+cpLUEt+4YeluRl+zvdHBaOkZRLWIO2SaQrm7mOJkdR5B/+qNVwBMz4KOLKR2CcrVPaQGiYjIwqit8wKq77RgYRIVe52IOPI5+Lq2xF1jDXvlv1+wufrpXRZJeqPPzcsOeOWlRXZeT4E1/3Cz7c1rvSUbrkucG6MHV33apAFpF+Ld2HVEzzGZ9LlG/F1Wm5d5UD+pbpjCY9RKjX2mXZZJM4KIMjE9nT6C89g2A8ITLK1chyLRSJKOngF7JoLB30IU4P56F5ZmS7yHdth6nbxmckVB3WzT88YlkyUkhGaEUxuBz7FDByrFKVdUlpBygdhPTfeJiLRU2XxrT2NGwHIQcWV2QtecRVDlhbZXiOecRFRO26mxApIFPRxaLEC1TCxeXi6qm+MUZNDRu4xnZv9nhQnkbtJWjoVphaXunqeAxUvF+eEzM1qlbAOZKLbJgJw7jz60e30k+k04vPug76gT2Au6ocHJ4ORMQFJ6bN5PY79q2p7z3rwXdDMweldRM7UwsTHpyJQyx9SomyM+J3k4SVRP7PQ1Lys/cOLf3lmGGqs+ORqrTbl+6kyTiIi8FxWAWKtIuyViCN70eAmGWEn3QE9J22SwD10JUqrsX8mhwpytZZpRldQDoRyvbxsZoMewsbNQ5q0VoOSVYdrxLvBnaVEE75fcRwTDpvlmuzQQL4ATZzeEMvsh9nqag2YoYlKLsNuAKq4x4GDYI5K4CIKoNRxPjBIJNhlRVCVAPEKA170jBbHXkYpbf58TqPxhsckVpPO0dQx7B7I67fF9XbHXv/fGltjrVs/VVrpJZSFTUHrtP0Cj5QYEkz++y65BoaIEw3OzNlfE4hEHqMZFB9pNNYGYk1GpeASRTO2w6vMh0GFouoXYt9fGbI5JW8E07wkf7X0M1WmbNY9Xh+rXzxrm9PvqTWpvgYIfGPXUETDemcrnHqtCClufIxNGXaQHJtIgSmVDWAR5IRm9ZyGQOnI0OL4IJfihZpuLwkq3d5n6ZBSk/ZopOzaEv9djZtuBCWLFJZn+tZ8o9yUHMWHEduq54hneDFOrfV/nIWvPod8uHTZG53U/smiExmJWMWRpr7s25Ss7rbCim904nvT7mJWeB4ApvYVUWaHnCSN9Aw0Vqmv2i1XHgDi4o7ssezM3jnPsDQkWHdUBAkGcn1aek0ngKjMowE7PAtagbcoqIKMI5TgOpgTFHVKesRKaTlYB9JzuMVJFXe6w3yX2VV9X44zW75iKvV63JZW3z9i8aLU09TqLUVhY0O0LRHjvnNdxrM0zA6bbH6twn7nntc0xareloVaWVh1+tPyTIiLy8/ttszJKpoI2FRNND53eAb3qaV+cwPJ7UhjcRBo0yyuwWihigihZTVoMAayCi+z/xCN0IH2kab5IVRcMGFJysADgrG/LcQnpqvehxxlJets95QSxVMz/E8elh5FeJ1nT+7FZbyB1+YQ39qiU2DuSQGYF5NMAoBFKYV8GjJVu9ZwCW4OFWfss6TBOeDzbRz5u150/a4qIhiirEzVadQnYhVQYeNdgJOR74XcAERViqYhXK4dyUJoEcgoVggON893q+byofIifagP3E6NrWiWVD/JHputowH7FV+rejwgnle8zKLZ5L9rMLHiDYh7rNYi9y954CgDn2jKKOAzDiJxiup8inEkwrFkV3efxXywwYBXdC6h6PurxRqSpoUKpgcFFB+BPLrm06x70LyyHfODzLfn1ZaRuALKmCt8jUFkdxIYmgO1nwQGIdkopXpSw4p3kuCzCIN5oi4/Q0AklNIJRSS3MIjkuo7qMytBZ+NA5l3c68ZClqkmdwKFA9c16rxaiSwOVbv5W973+U5DbWC86JMWeQPjWpMlMRjuJ3aIjq6TZJMkmLRT5wyr8PVMOsnUXHcvTiMoq1pS66grwnEOQUU3+nG+DU9x4xPb8VLtdO7vU0/uM2/cjKX7sFXIn6lxQL7F38QreV7JqEqMT58Uzwd877R1DtuP63Ru2Bj+11fTZnO8t24ouQzSAaXAxba+BB44ARVzrSPerLhnEHp3GMzNDVBk5H+43Wr72P+4sQ60+syr8uRZnqB1EmTyHbpo8KHiC0BmyJS+KVvC9jYpEtina02hI9QnfvDabBx+hefLYDIEHrKnGCVjtdScisqXahC4PinYkIHidYVVyDe3ZgwqtDhfFYEVNFTZPfr793rI/5BRETB+w9516dgzRzyNNxmcmMFR53SjA6pDmmENvVe2EwOdkBc9mJeOawmbqawSGwVZ4xHq9pgdNwPe/bs/B1C4LK2Y8bowHkQSs9KRHvfHNlBpbtTASt472I9qflVWRNIyIXVNBwX6RTNeRWHPfEbu3pFwndJPy7bfav2yG8x92mpL44SZnDCp2UESkv9/2Co3ozkl7X5URFRHxg8eHbf/v9lEyFoewwouAYwrgq55YlQD66yMWESBX36R3IhRHJhJdZ1a9rs5vZKnkM1O5vD1u7x/x6V6m2hjJn8HaafEKDaRiyCjuY665KgQq+2+A9uXHdhgcJMcT/lLhsKK5tMb2Mav9Rqc3Vuyy9+RvnG6Ivd5X6J51FUDarcA4vo5I/XvQsUHP+TOADjyA4gamgdXgJt6RUe0C8GmW7bI5VPzXYj/4HUH1UgS6j3VPoZQCjNoqsG1s5s4I9zW/T9ldhqMGbeVe8g7eXTivrKBnsQn7TT/gu6pM4O9nUHH4YVQAa6UiWx+yop0Voinp7n1SyNAA7gXhM9vjabr2LKLstUjVd0L27/dnmxhxcoW2g+A9BYahRrtWsOaM2lKH677ongLtB7JpGXk4j8DKdV9312aaNHWr/cbCGZMfi5NuP86CNiUV90N99TYqmbUo7o6r+kxLCqXeG0cMwRcj7VjkN2vtXkRcwMkRIkof3LD3C6vdgX9PbVfsvflRWwBidzQixgWqaAYObqsJkjc+DXzQoscHsb0TjCF6rqv+1uoQDRsCc/Ku7VC+qGCq2uHuo2gUjMwQ1mpkilhoeR8aWC+P25y0eMoSEZHlEfd+z007XJGmyk32/BNX7BpNHlA6BpB+Vi5QmxiKR5mdMkFFBcdy9mkA65tbnAKmIv/SK3ZgSpC60fD/+pxthMqd9rrnjK0HC0tqfVEIlfZdjZbCuz5gRpt6xyRPJrapFgUmk6O2eIpNY5/JpU2MOhVsxE3k4kx0oBIa3MASzLr7SJkHlQEiMf8EkSiNKqwuEUtlRgLxlyR63eGNFnrPiokREXkIDo5WF/LvmUgjzwF70sV+gB7Yy8hIPaJdnLcG33SbuLy5Ift76rqdR40uEvdKRcXWY0cRidZxHsqHjt42OAuKj5pFle4Q4BBtiCRQyWkLrRpgtE5BaUcwaplOWZFImAY3DThiwnQwzXOjwyKnP4+ClRmfdmNasrTU7p2p31Ts/xd9i7kCKDum39sxL3dVuDVlF4ib2AcPNFrkeAVUh2/4NNdB4BrZQikVMIG1Jbf+UwO211ZhDLOVXnaR7V2NkpNHjnjYqR6bl0eSnby+gmdrhjOxC/jTOqQaFRqSuWLz88EWi15nZNse07OUMo7o7D4U4NwETnDcnc1XUDX7Phg47PxCuVpc5c4Co4gVuPdWwkh8JJtMC0wHM13JKnQ1vphypfPCgkGN1i2igpiRVRrn2chkaeupyU5Ejt+yz9YUAK/nr11ai2gZAnI5K7Yn9sDJ2KxineO2jKgdqCgO3/j4kyIikloXH9OwNuoOVZCRHPfvHEnFdvh1N4aztpjhkk30+kx8HEbs66jgCTIAzu7Aghe4NUkphh0NIzK5ygRQuLa+4e/hot1DkGG/EaTas6pRGk6b8OBvrE0DZF/pD3S6/RafP8gyJRhk+wO2jM2XFb/4IZyz31gbcJt7fT7+pk0pQTRrwX2GFU5J2YyuYS7m7TlCb9VyDZJy7XfXRuFp+6qrIB1ztoKq2WEAx5tsf6wNu99glVlSJqu2UH1WnbrhHkLMW5CCIo31b3NON/n72uiS/y0Ar0sBZMb+CG/Bq8x3nwkRBgnnUZ3HNdd9xfudRIkTrsGwykqXW/PkQvwWw0vpG/c/15PXS8o3QRrZm7ofMT+rg7g3TFtymfuN1SFU4VF+4DfWp5c2XDcohJxg+Aj3qe+HK9jn7H/MefOyWfetiMjqOCLS3TCAa21tUspTN9wD73NtHGfed/9OyowvB1dHQGWCr433uGcl0J3p18IaQDkyN36famdpyn4jtw34Ul+1uTaLece0zQ6jgs8b4lW7TakvgSc13expgR8jS6PutzObsQdx5m9dJvG3+39Gq63z4hVbL1akcr7XZ90czl+z9cisgjwvwD5PdnNBnaKkqyJRupDUUrvevA8mZLdBXi3j7C7a6+Riv2/W7L2OF+2HidvManb3s47vX3wdKdcWM9qYEs6tcM+8hurXrC2U0fa+zvfCFewZMKAsTdv+SAVxr36G1ZQMTyumUMTaqaUilZleYhthtsvmjRWeWumbWYnCtzMFsddkNFj0cBjietlvNwlRS+6V5SF3T9m/9Ud3Vupzb3FJ+PX3vG/D+9reR0QkI9ktBr054rnYSJstgv7AFyE8BQ+MaSe2qNi3x6VBybY+gtQWq0xHYf1r3056KOx7ScJGJa9klIA4hfNo4rsLjYlf9GDO+wAGpY4kYFbLoF8DWS/pOcjk/eoV5wWzLUozKEJYQduyxa6tdBesKGIaIwlzrP0Z/+B4i90PWPwZGSNp8KiPuj0IXiqOG4h27Wh1ni096tkBEzRX+1G1t93S3V2dbr6zETli6rMOUZd8H7Uj1o4cX4zEMnqg/V3JjcWGvyeR2mz0KZ8t5bYGTL9fAeD6oWOWElNw7cCN+JggVsNp2pnpt5qqqdjrgcH4aVDFt3DNiSOlaFIeLK30EhHp7rbnZPQ50rbFNxgn8/jzbxvm6ZH9Vhl5+Yo7ExU4l6QIIR+ijmGcWz4bK69vTdt8XxpwKaStwAa+CkB6WYb9hlbD3UKUnkUBT6Aw5xailkW+wjcN/SRZbU0MTlaZm+/xLmBKEfkidQzhHrt91fMgwP0NkbZJSB96eUXsFwflHLGUGmlhsc40cKuMRGi0j8ZiPvrCMpqljehFRB59wkWdxi/YGuVVopMEsFkxAmJQF7HKkpWeZyF3D/i0PMH/1YDk/Am6W3x8r+PqI4k4uxwQ+1qJM686iLhnEsyySEVxhY0A0y9N2p74XyesLdbHfMtEYlJJnlwA7N8oONy0mIaYOq5zvO4hXUiBN0Ne9SACzGyBwmQIByBnI4fiIFnAxgK1zIyNcklE5Pnrbm2a8BwNwNKRiPywz5yQsy8HelBx4SIi5UgfKz697fn/fmcZarvzy8Kn7/keEYkqQVZdKM7nOtKIRVCuFPxs+KyjLE4zVhGRfVtNaS/OucPPKb4GigyyjJcgXdfn0zgNSKnRiEwGUFXxAkzhkAmfB+wEiAG1rxpbqzDtkINWG6qImaLLBOidbTuU24xpElKSRIoegCFRYczUBkkfb8Fo0XA0S61pJDANRM455UYjkLlr1JQ9hUq+r74i+SWfmUKHgkuryPqhwAqwtsTgqUFJoUU8Cpn3OZSKgTgYOhylwHmp4I7HWScicrLLqtP2Ah+kLYlI/poJHMfIgAllTf+UoHKOpJDE2hFjphiZNbRP++zFhtjrD4FzUAeNiAjNBoQuiTz17LHalAqcKdEyn64hRodNwrl3h3xPwWa0DOM+Z6qZCkyxaV8ChczHDxrXI41BPUNsq5SG8zoJedYIDOvFLnfOSSG0WUpdU/QFwLim4Qyy8IDcVhOTGysgmTKi06MVrpQJpIagkUksmc73JAqTiInjOW9sds8/NYxoF2QGi3SU5FdEpLvDnX9WvxeggIYVsDfRCk/HGeB2WyF3KUuU+mLbTkSfxmw/0sDTTgnsmELqjOpiM7hIQ/Sgp6H66uWG2Ht74ZjnZzPs5AapYPKq7flXZsiH5/fgbPysCHGAPNsKz6gCFRINoM+D1/Fj3jh965qlzrfBkaFBReYB7WjBXrFMRVM/aO9lOlPlSL8z0qYkyCJmB7BnOOUn6WA0YEGYCjFqr2C9GqHbVeZ/q6rP2xKjlpSyLnkFbmJJXkiFqJimChhhPFzTm3iVKmyUPFVEZFuVRYZYRdjvQcSs9NxRb8rw2Svm2W3bYu+neU6xllr73acvNsZev7fNogBKskfeGVJyNNShknMK3o8HnW4Hm/aft5tntxPFBMreT2XI1hkkt1UxWoWIwgxKw1ehRCMNuqHYdOThHl66aMbwIw2OXmACiioPc8zKuPrADrwqbVblNFXY31npm1Ho0y6rJEW0+yWHEaMjWsFIGoVsAMdHUdzR4AUbBdhqhDQ19jKCw1DcJdujNQJ8THyHVn2y3J9KlKijNESz0vLd88+ARyhp3gS7docQEbnPA7xZ5MIiFnr2KXg9NuIMmJdROXk/POlUdMfQtWNp/PV+9JDNj2+I/oVXCB8AmJpzzNRdX6+P4AB/F6kMQ550zisJOkI9KJSoE9v/vIb2LC1P3+jcuHtDCsY/BysrWfyTxBQeFIZWkRbk2fn55eOmGH8RylP3a9qCKaorADpvvWXrMYCovkZoeL8jaMNDx0HXn47HAoxPRsF4DWW9Z3SutcmMnW9cMvlZt+w+S9k3vmR7vjXdlPnitN1b837/vXb7LIsFUotskhvW3FwszdszM5tS32xncAqdGWp9kYUWcImI3EAhzKEtlp1RvjI6rLlriLLDsbgXlDOKMUzD/bBlIo0WdXSZsZjpt/VgNE+dcEY6aeDR+C6ttzO43JG84XukNNqLyuoT150Oq0MBVi7wlWNjNm+kYWquc2vah0phVvmzAlgrxGdX7DmJneZZoYOjDgDH+Sumi7ZBn/f0OqO/HMVh5Aqtg4NImZifYfJms3F7RtQKSsNn7v+wiERTNDnoqbfmvWbNwYuIrILd++aFgtjr2oYp+4znG8puQdUfig2yqu215r1TM0D4aUa1JGXZtWev2vcUp8H7Sc4FUHvIFjmtyl2DeK2VfjMMknNQDdlpAqrooMfaAXeVVGiHef60bXgt7c8uj4/LChfs/ZHjPrqyw4xb9o5Lyrb7WRq299MK3P9TKmDUDdlvkIRQKQXIYk7GdjJrk6l8sccD5AE7Wp5CCL4RCtzP/fXzZgxsexQVxMQr3UK61uNpUstRzj4JzCDuOSnHfWbhOua1JP55TMrEvc26NVsah6FbY99bmQAOrkDXGUZGn92bpr5ERFLycRam3TXaz5vS3n63CS0tGhERCb3XzbJ1VggSr5RaYteYd460pOfbHgzgOp4+ubGLBdu+pNaBSLqHlXz2G7O97h/5bVAuwA8uDNp6pHvjPIKfwW8RP6eYv67TZvRXN5txxi4XWVgbZXVPzgIuDXtpqgMVu57KpeGA7buFAfseC1YYGc/1PHtpSMslo6G8QHnqmqXaT8kiiI2zGuz95Eo7OKvdbh0iew2Yn/UFnO2t7sCuo3ApXMYZLbRnPv75gtjrA8dc6jcpHROPl2vTkF0Z7trEGq0s22vSG7XsMuNTia05PyqLRETmB+w3tLMLi01SGxDt60EkDvJaZTMxY0y1Fm2DXvIY1uXZ+GvAvbsCvGu66gHg6yQNXTOG7Xx88Tn3g2zR1w8H4NA9Rtq+NrdRHlGnaHW4ew36jT7PB9dlz0ly8adPNsVef/AuJwhYwEe8W36TzQ/l4EL3xnvL3otuJcSzeq9mDd0K+FvLY7Y2QzdtLmp2OsUTxTWDZgX4wcx69/7qOHDGCESGyPyTt63zqkuT73rxv95Zqc+DDWXhiX/9MfePDNTapuN1rj9gqJKR1E0CjGWmrMMSz6B/5pL9PRvg7Gnz+MN7D7nPXrxqf8/EZwuA/znXbq9bfGTrvKVEIoDkZgsRx37vapdd9+ie2OtgyA5jWG1WYjDhvL8w3zZlMGLRNVnGTtI5WgWSl+58ieExwkIn8YPzeOZsgKyHUHLFeat2EZr1evOSk94+bX/PgXWV5b+HKjyZNgUeubcUCC7VtAtIZY/B+NpibOnS7vFa3DNJAMuPIKTfCKRyaWH0+yLRtUMBhYLzg3wIFxR3BOW2NlKEvaLPNzJl7+UDZTyM8k01AnY04D3MWx8Q1814/jm/j5MxfxP2zCGuEdT485GLeyiE5m/vstdLKO7w+zR48YS9B5B9UGVp6dgzZwInlos9EXkOiwzLmN9vs/BaCzGv3Fcp/vxzfnBeB3/u7djryu93zxce2GH3O2T3EJ7utPe34bzqGRqz+WMBAfeCNPrz2m2KM1KksAW/SznW5SKc6yN2JpIeMZkgNxBdvOrOfMoxU5wrX78Re516FHM5j3OjZ3eLReqk/aa95l5Y8Hu+BOtJObiKe5/CeazwkdZLkIM5+F5Rgb2eno1+RyRy9te/YnssqQWf0fVosrkMC2zvBm+es8/udNit8ITJtqAEe4nyDDpDltw5D89jT3BvzyItqeeVMqMe3j3lyjbM/RWfZYG+C2cgSygTm8wBio0+dKgotmdafqlLRESS81GUBmMwaY/J64h+UNlUgeccQHZjCc5rq5/70Sn7LAodwll7jrVBdFjxjsP6cHxcGgMPsWvtsvtd+ZqtY+oT2+1D/ZgLlatcz0UEId62s5JU7fbN/AuGHc1+AmeUo87WYO2rZ909/KtP32GGWn1Z+PbPOYzaqc+awNi5F+nFBreIAbyO9UlgV26CsBB6eNVHTEZuWjhW06wiItlVtlnVmy88hAqPHiwybKGMRngjQ54nK3djFEUkWu1VuMX9CL0rVkPlltr12Jdu9qK7T6ariEfh/WjeaeqMXSOnDgctFXg09bChT5hq+H9fbYi9/uk2O7gNTe51Mmy65Fz73bmbdp95O9z7Z541A3H7DlCHzMAbrbYb6TvvBJB6SSLf1H8tD5EG70GNnLd5II/cErAQo8DHvf/hLhEReeUVM3oe/CC4n/ps0Rcn3W/kH7R1We5E5ROeX6vTREQyKt3z0QvkvNEz1Z6DnddN0FShvRWJHhmJXBrzkRbYhyuIPpIUVQsuuJ97rxXYvZHosckUsUY2UxvMWOp/FlE5pGta73P3PHeNFYDYu8WIHmEuNKK62GvfG0cpft0HEAXyER+NvIqIpJXZ3xlFnJ9wa850MXtvnv+67c2dh0Cy6SOqrP5l9CSjHGvqPfeLL6KQBDQ8BffYg672mrLSqC69+RPHTdlvrbDIKLFJOlhYUNJiB6T/sinwhgfdPr11HdXhsM24d7XKeH0c1bjoZcmelNfbEcE96u4zpQl0RB1I2/bab4x4nrjGA7a3dQ+LRFPY3B/qu1EOTA/bvivdY/OTXO02+lo/nEKM2et2kTS0GVr2qdK8XbbOr33JlMq+LYZr1kzNz/6eGc6/8kGjOmGkfuIM9k2OW4fkdOiBUdMDx1GwcrdPmbIVEvkCc+9GUcDL7llztyNCiAp76s/xl2x9C3a4fZzSYDJzrS9+RiK51RnO4RCc31y795X2qdjr1B12rm694fZH1jGTbbdes72duQ+wJ2/gUQ5ktW6sthURSWqDITuuDoCdwbW3u+wxAAdJPeacmnDAzihtikhEHs+3eMnN8R1X9bkzvyz8/F3fKyIi3QzpAguw4lmUh4GrYGuR4hI7jNoaQkSk2bN9K55FJJoaVQEuYkI8JdMW83det1ZAn7jbDuC16+blKd8MgZEEKnfPmODa4YkOWal07ZIJu2awk3d12XOwGkVHpM8glKs2DV5bsMO8uszKMTvw8553igbAClixCd4eAg+WtsAi0JuM5SQkfNUzxB+ss0gDuwMUlIOxHU6VGhJXr9pcsz1YXo5du/Qe96zLXcBK3DRNxGrAMRCEdvm+ny0A8pa3mBJlqlWF4+yU3STJlRtqURl41SIbystGkHpFmQm5ZVSltfvild2NiMpgECzP3rNVlU7hZcJwePMN8w5bSuzelEC3Bu1S2FWjH4Svk+DdGvRYug8etEgDgbwkeVYeQRJP/vrTdpZ+ar9Fc8YnbD30/B9utbPPQXxY4Va3QQYvoIAACozKXvnczlw3A6gGnT9YvFCEdnNa1crKQcIEZm7YOdfPFFTYXuu/CbnTBoMb+3wZQevY76Ip9wqKO2KcT0nf/A036PSxJ62ScZN5fRwkv8eAmc3wFXX8/uVuW+fsFHu/EmD5VFStxu4h3957+ZRFR7TiLlLkA1xmWQP4G/tsfcu2ubVhM+9IivIs8GhePl5En0oaWXNTNhesXtb2Xuw9Sux0Vb2to0JrCAe4eN6MOhZQENunvIXsPcpK31c6zHG8u97NFbFonGum6seuuPUnblF1jki0HRurrVUezUyhgA/Pn5Fv86MwJOoUksaymIQkzkqIfhNV7mnAsLHTgWLtiD+8fsWeadeTtu/Wgddcm3avlyfs2RSLJhLF4mo/1bK9plN6jpssqmox+TA3Aiy7Z0LY99Jv3FmGWkt2ZfifdvyEiETbZJC1WZVACrAJQwNmABHoTkJTBTiz0o84OFaoKPCzoBgtYlA9Q+yO8hKJmFH2OgDbGTB8tqOPolat7kEbIlYncqQAnL1wy90bgc5soVSzxa6hFA2TmD8emN0tFjHq6HaGQRmqDAk4ZiNxVgS94AWJ4hVERKYH7bP/5qQZKt9X5wyf/W0mJEmU+yKqWx9GJwAFcnNtGypM8RP4mVniI47wtK+023qQ6JOtfNQAHpm3+1GqD5FoVVo8pc29dGPYPEXSpNX5Nl2n0Dvw0b1dsddk1p4fdfutG0BeArInRuw+M1CiriDgHhhZO9vsOSaH0KbMR2VJv9AxbE7BLAxAFllopSIbZnOulOpEROS6B5kXsgIMBRZ3ofLrKkhh76pze+QtVFyxpVs91l8bdO84aPOzgixyCKNNKTdohLKjwWk0Jeco8xW5rMJjVxJWl130FA97QYXDqlcqasqdSd/Grr7OLLZJ9EXlZ7N8j1StUBeJFrekZdo13rxqhvqYr6h8T6ul4lgBR0NFSafZrYT7sRH0PTQeXr7mZMIRtCajMzmL4p+v+IjRERh6bY02byzyyi03w1gxnP1n7RywupfOsoLT62tsz5B6hsY5KzwXJjywHvuHhRcEtStp7ps9KJ7abXP81mVbgwNNJv/0t4fGTIexgpYUSq97CqVy0BixmlQrvkWsgjFSKICMRRp4zQa77Npahd/UYOdSe+mKRAMPasBxr9EYYpUySWrnPOE5HXoW95DW5po/S+xgkl8GjjxEn1MQDR657O6ZcpmDjAdaIU89wup3VkizslifKf9//eGdZaiRRy09F9Yxyu5HfLsP8lZlo7EzDSqWq2eVuNdMfbLK7CtXDTeg1XCkusgpA8VBlwkH5SoTsRBpWhHSQF3ofQaaDDUCKYjJ1/LIXqsQzagGxsqDUs+9YUqSLWCyCm0u3r7ohMOR3VZllASo0MIYwJXzTiAyTZiDkmhNcYpEAefK+cRNruDdbx6XbziDqQpVZKTcYNSupNyiWVpRxQOTBYArI45a7ZNi8lSGr9l6FYPIkA2PdTB6QA6v4U7bN9pgegcqfjn0OUWi/R7LfMUU2c8ZyaVBnuxf00Pvai+IvWZ/WypaNQiYtuTrkmr73vyE+ywZ79l0nNQy2h5NRCS7zu3BntM2yZfAF/fYUdu7Gg0l0JfccoyuahpIRGR5we1NFsIwRcsU/cKUrwyDNz8Hg7xpi927ppWugteqDZyEdHpoUGV6hng9JyJRJTqHbhtqJLNCrBDKlQ3KtUJSRGTcA+droODYdYSUM7M+IkCjLjXH5M65c+b0sLI2v9DdBwsvxlGdp83FRUxmDtywtatAs3t2P+jtKbBrZG9sFVdWY99bubWRZZ4RYnaB6b9uRgRbJ12+6c4Yz9fOx806X+yE8+Lvs7vH5AT3xAraSdHg1JFZa8+52A9jGHJeYQurgF1tln5vv2aye9hXwLOLAZuO91+1uVcjip0ASIVEhyuvztP0oBcsi1gYyZ+b2ZgZqK+GEY5MY29fQey1ck5SB+q6iETZGNgcvrDCfZ59bBl4SYIcXPNdU5h+5N/5G0wJJ/lUMtPl1AMdaJGlPYQpJyMtrRBASc+Cgee7nFR87lN3lqG2p7AkfO7hD4qISE6ZTc5kv822embDkyZcSGWxsmgrSi9FSUaP7DWjhS1FimrNaJvsc++PouKIGJN5MBgzsqX8Yqvg1GIfUjbQnbyy0YpnhIYREbZW0nZaBc3g+BoEvQIMPxXKi7fAZQYCSbJIX7vkjMTtD0zF3hs+BcZqKCV6R+2dTujMoHya6cN4lAp/3GlK5EdazLtULiKRqOLTBttUWmw0zqpgLcs/+apdg03Q9zbb9VJgUKqwJvZvDtFXGjiLM+7aXC+SlI5N2r4ZAeWI9qjbjDyYRpsqjPNI1zA90Fppiian3J5/otft85x8VN4iNRHhxKrxOElAUAZ78uN/FqltVQ45OXaNz1xoiL3+2A4z1HSvXAPRcFudRS2ICWLUUvnMrvSZUju4z9auB0ZrtYcwsCLtYTSRp/LVikL2DeXoReR4D4hglYxW4QQi32w42lxplHgQbb6UbsXdj+27/iF7Ds0A8KwxYnZzxAxcjTpRaf05CE+fOmRA/oFuu0ZRoXsO8mE92WDpZUIDVJbS8Xr+oqUtj9aYkc0oh0ZtCcNQDkGRqGPZ58lxSQHyH89aFP5fHrXU+MKtjUZyRilSYmdsTbceNhmk2L+VORhcmFf2NK5stXOuvGSzEyaLnr1pkbFH6mw/8ll10Okdg+OwE/ADJUTf2WDRxxcQNDiMVLRGsFZRFcvKyhV75NhZimSNYGSwZRdJYwta3eupduCiSX9E/j0fIOkbKIi9R2OHHICFRWbMkcBeRw2yTZlom6W9TBnVK6qy3yKGl45VXdOUiIiM9ZssjhiyDcAc+y4GV2+arJkBHIDQq65e22PKe1r79O/eWYba/rLi8NWnXAupJBStsf2IGhft52yB2Bx7ds4WtLzWNFCMqqIUlAp1iHZdQylxnK4s9LqWF+JXmaZnu9+msciIAGkU5rvc/+kpkDQzK8fu5/XrhlN45IhTgimFSH2S9gNenAooYrRGZ23jMn00OOoE6Xl0aPiehy2dycGWMir8Muvtus9+1e53WxGMNp+OqERPQrbnYBibkU9t4l2fZ+tZvcVej3Wj992Dbi7WZ+0gKl5BRCS1ClirV4Ct8JGoygr7XTY8JqecErMWI+rHaAZ7s64iBbc0u3Fj5dTZ2q2D+mCmx01GwRZ7DlIqMDL64lumPJ94yilP4jW4x1aGMRfl7n76j9uZqWizZ7py0gQqUyFqJBN/SKzm9l1miLVfdL+xpdUMlaFulNHvtrN7/i3zxhWnwihjH/patmy1+9HoKRV167Ep+91XTFZs3+PujalxpkbTUajX8fZGPCtpP5am47dv0nRWTiWik4i00EGaGbRNn1fpznxaiynRpetIteBy4drG90gdQsB+3iE4lp7uIdISL8t+ZPANpLubPQ6s1B56+oJdj/RF3GMdnRsJZrcdtvXnmdBsCeUHKTCykC1JzgStRY27pyDVLrw+i+jrgu2bqZtujuNFrEVEss2+jxR/KdVTMbqnEFOr8yMiMtbp1oxY1bZDtkfXsP4s2FEHiHjH9jdRbPW4yaPxE26OUpEp4rxTXildUPdZ28PllXbWvnK+IfaaTo1ytJGrLSvb1oBtmrrPu98mRji7wD7L4h+SZ3/Nc1n+8C4zwplSjpctKKqxuWYrsDW0jSO55OQ19z3tjyoisu0uM5Dne1BAkufWnOcytdL2INtwTV+27+VUu7nI/M93WDHB3qKS8MXH3y8iIp0DtlmJq1LPg+FYeszXOky5REDEPvWwDDzCiVG7xgGQn2objZpCOyRT87Y5puEdVQOIrUMb24qILAP0nIa8uOKRmBJiBIN4lGXgAopL3Ymfm96YthMRKa4zwX7jshOYJP/r7SqIvW7aNxV7Pd/nrsGIEhtXvzxqh+6TuyxisuaV0jAIL7vnTFgdqzevU7FbbPPFAotDrRbtJC4kHrs2MQ0ExhZ40tP8eqTDh2z+MotMuZw8A3b/VmfgkBTzFNj/7z1o1AgdV9xzEH9WBIZ47pUK4Pn0nskT9Tm0ofmx+61kfLDDzSfboM2gUT0Bvox4aDqGvG/suTh03QxgbWLNyOIfvdESe63M4yJRoPLlNz2xM6KB8bBvIsbO3ohUClOUEYwW1lFbObGNE1PGZJvXatinESV66oDd+8KM/cbvX3Cf+SgiGIwQTwHPWYJiAmXvp/H1xnGLruxF0Yeypa+h2T2jmqs4z4yov+TxnsdqgGFCxJ7REVWIF66hawnSqASkU64c93t6T7mt3fgmLPV6vb4pO6Ot1WaEX+o1+cCilyFfyakErSLRQogOkMb23PItixCpaYVzx9ZTLGjJ9K0EGakk0D2jydZ8+pybY64zBwsE+hAF3V3n9sg54M6IlToDLPKhWvf8hGQkoZKTRgCN/d/4kius+eRhi4Cy4wfPirIUhIjekk9x4Jo9x4B/jr3bbC8x5cxiARKiK/yEGL9CGKocGpg4f8P2INuRXYV+3d9g++Nij5u3AzssUkWDkyl13d8NJVOx97LzGVRB+hlBzVgVLX6XmTkSCZeXOB1OuczuEYerTFZQ74x7kubdX//NO8tQa8upCH9374+IiMibAPP9wFaz+PWwUYBRMWqKQkSkfcSEebXPl7P1VA1a9rA1ioaCM7Ls0N2aM2OBwOBStLPQNE7HDbvuPADZ7PWpXggxMVS+vN4gQMvaeuoUDsGDjbbhibHSzU9FPNRjz19RZ0bEN846Bba92BTqAITW9loT0HMIhZ/1VUVfQ2TgV+4xT4npQU2ZMURNkPE4Us1kmf/Tdhcx+ghaExXV2lyqUSNihmxGMVIiIL+l4ZRdanOlhRdsacWWXvFSCF9Hh4pidrGoBev1sKWrtNPBqyg2+NC27rifrSlxAo+4PRqvrIYjDkPTmOsQ9gRkP4sqsnKP82wCPiYTCpPR161bbP21WCATnRtYLUqcpFb6jgKvtAVntADnjkB9ZapvrLf9+MYVRJY/AAU07Nbj1ojttewqUz6kp8jzZyy3yu5doyEiIm/2m1LeDYNB22xRcWYj9UuYhba90eidSLQnIx2PuVt2lgp9/8VpGOSngFt9qMX2v2JmmX49e8mUy64WU4x/dtpCRlu98dmEjhjsNkBgfZ/H0hXCeCPuiFi7SOs+L+dODKNzRaM5Yb3oqZiP9dexvonDSrlRfpd7PXnGvvfGTSsEefxeO1dKWMrIO52J8iY7S2+dBi+bD9HQOIvXdUPEIlDs6VkBeU+2ffYLfanb3XMF5qGt3Bxrnn81nmYgo5qq7HwwuLGl3t3zIjCVBO9PwVCjM6iD+mcORg2HFlC80GlzdhjFQZeQnalEMdJW37lHGRxEog7LBKAjGjTZdRB4YBhkzKzlfZu9VAA6roxCGKe+iwur8SOdGxDhm8H5Vyf08Cv/+Q4z1HIrwt/3htqxT8avgIyRje5utDeHbHMsvmQCIeO9htmQPv8ZEgg2mCcg4yAFHZhy19hiQjvss2vEiEJFIgSYq9ec8Et5wKISYYcJzKCiwL7niREXvtIVeyvzQ0ZbQILQ4z9vAv/Iz248NLe+YkIp66mt9odU7x09f8Uu+0ir/X0e/fku+tLvPSDKXLODHbnPu/D8GlbKRNSr2JTW+jmrfEqqKXAvQJ66Pm4GWdJhPD+IUNe7nDBKqjdDJpxEEUcq8j+tXpmPTdl7uJ6U2W+svGBkxan3+P2UBne3C8IhC89X5p5j/aQZpElbSNpn87b4CsDyB9y1wwUY02UgPAPx5voVvx5NJvjDUXMKgjj3477opNjiV8xDzzhCMlHg1YY9e/dd2BO49/VXbd8kHcR58wTC4QVb22Av/j6CdPc59/wp9+EsriCd+7rt3dQjtveWvu5+O22HKfWgGIJ0DHPRWL7hd2UOKZFykHf6c37reZMTWR9A7gtkxJF1ajVlFLvHLxnxZvpd4HDyxLxLXzEan/QPb7O/szvGCYv8JTV4RQvS2YH/aU5Y1d9HRarfp/OfvRZ7K0LSCdLYrv8B3sN/5o25dNs/EfnwEOSHX8dw1BQViUdl0WT00ldtv6W/3//GgMnMCOFxHeRulzO41/umYm8lHcReoYw6b1HtpHvdfIZnbf6CbSB+pjyfcPcfNGONJsGpVgXMFOYtPOd+O2iy+138os13xofb7LPXPc1II55tAYYD5kpKC+x7V5zxHRSDwLnazuv6SZvXpKr8Dfe48KLt48wnLKIcI4GfwnOSBLzE7oGk0uFNJ/PWp+3ek3cADwBS6bDH7augEJ7iFuiPJXCPvgWC2Sov8+qxHjPIQr1iMiHtHr/fMJfrg8hSVJl8kHzMoSewV90hYsS2IhKdCyUupkzl30lWDfLotR6n++84wtu23IrwU3t/WEREdoI6giW/Cri9gYjSscfts+2v2GJ0sL+e/z+ra9jQmEOb/y6jnQxHVmX8qkZtW9LRZ4YMPcacLHudW+Ku8QW25NjTFXvNCh1GlzI80HJk2J6tdqsZix1XbF60sTnDyqkFtm/4/lqcqei7bvdQ3WjXIGZQsX/j8EbKgfPS/L+IyOyQOwgsjWYjXDaoJ3i9f8IdbNIBMO1SjV5z6h2SIy4Z2EASJ3Z3276qKnfPF8F5oOKSDY+nfRUqUymMuLG5+NC0zcvO3U4IkouHUTLlAxMRme7YiAMj0J+jbrutjZKlsn3P6qQ9BzFRn/WpwodRmFBdMRV73Tdo89PUispJz9E1jypmcg3Nj9rzq6fMqj4W4OQC30KoQnbxRkdtctAUAlP8KgrZ5upWl30vwjvl2wgxwsWIM1MlfTcKYq+1qTpxiSQp5Zm4fsMp2gZEO1LQJDyIL1ZiKdpM4HwWkbY9gVT84x6LuNyHNkY4w+lVSJ+B0FXpa1YBrGe6n5FB3QsRwk+8zoLNRoLpUb/nSePD9WRqS5+ZFb8RuYTP5h0yR+bGl933SEfEhulTU7bfFKvcBexcy3bbz+zlyUi1wlIItmeVOnFc+ZVuH8+N2DwQLz0PcHpNud2zRn65dqPddj8csR6yiOoQIM9Idnq5m7eBM2a8kOCdBXGlW0y/nD3hDM1dO0H2DVoPcj2qHE/G3l7GXvrUGdNt/+Ahc1peOuE2Ti2is4zO1+6yfaPk8zw/OdvtGqvDcPogo6dGnawgjpCE4tMD9vwqoyiLSYjN/Uh8urI4ND7zP+8sQ21vUUn4wmMOo8aDxhSdUioUNJjR03neFArDwkqsJ2L8QKy4On7DPNDdIAPUas/ayqnYewzTMmyeDCVQtNUdlFv9tuCpIOpbRZGB5tNZvUiOGqY7KwuQXvXha/LBsRInSn6raWIIOxDsTvUjguM/w+syRF/SBmLeEzbfjVudMiJ3GsP12RAkatgQx8EemQMXTECx+koxHevQ3QROsxeqYnNIVsxBY4BYEU0fzvbZvTPMnYe0dDx+qePdpkQbYDiym0B6rtuDTD/zN/Jq7AHnBt3NsetEZ7spGjXCRUSymuyhtAOANqcXEUF/+kg/RN2D8wMocc9FqgkUJ8T5DXtMT0mhCVqm66pbUZDhe8TOdNr3eY3VBTsTV7rN+N5a7dIjTEFE0iPjpoA0PTaHFN4yUk35mbZ3lfCWhTv5JYAcABNHeolb/rVWk4lEU417d6AitbPAXSsXqS+cCfY91V6XIiY3evvtfNFwjmDpvOFLwzEl2/6ulesiUfqiVM+fRaX1yjmzuO4/gAi4v+V1BIYow9Jy4xu4y9NJ/vtw0sbsflhNX1Xqjaghe+Zk4IDIcUdZqbKN0Ipp8PNNg9C0wRemsG8occbEzNJImOx0n6FczoQ8y623SbzytovKkTyW3HoE01dV4Xx4A6Qf2GHSc3ReRDRYv19pMoWO5QDI3PV6NJavDFjkcAaQnHu2WqQyx9tW45dwDrB3I03XPTyJTvU1wI3uftTORN/bps+zfXECdTFxtplV9kzKk6d4WhGRK53gbwRFEgu+FBoVIVHfpANHrHf1enznZRkFJEwfZxU7PZbzP+6wYoL9JcXhyx98r4iIZIC7ZqbdpEDRo25zrLO3YhbYqfH+2hSs4oyNbiwrOLgY5Q/4suxTJqFYGbQ8gko9cLxl1PuKGVQZsgE328yk1rhdo01wRaxMWCSqfCOpEt/6QituRETqd9vBZePu7Ar3/GTVZzP7iXO2GdVIYPsrQWVYcjlY38cRzfAVMWxQnYQqMqaatel8epsJzJUuKJoaMFm32zW0ZVFKmSnigVexXjs2hgOTi0AEitD8rbcxVzjYpcfc/1dHEPIvBAv16yjh3+XWLLkcHvNZgPvz4p9NbX+20mefTWuyuRh6wfYNq8Biz4H1WEEbKmL0Gj/ilf3T9lu1j0HBvwVMmG+BtYZnTt2P1A36d84+bwoz55i73lovDI4cW/PJ03Y94j50TCzYehx5whykxS7wHu5x87J4xfYHDfWsw7b/ly+5NeU+z0AWMDnP9kq4Gkb+LyKy2B3fqCc4OXu7m6ulbrsJ4pnu/ygiNC+7/1fcbT9w6ypA5ozaVtm8nX3RKTkys5cctWc692Uz8Pd8yKfzsm1fhrO2jl3P2d5lBFO7ImQcsMj7aqddj1WPsabsaKcT3kJqfAmfPWhprMXXfLq72J4tpc2MBPZU1HWOXAPzzkbZadUbz/TSeTNEtIpZJCqDF7xcJZVHajmi2nMIh7KJd7bbN+GC7cupi4hOwonK3AcIgx+Re6uEVwhZuTbrHUt2WMDeXOrDNbY5GbzchY4Z+wBDAWxj5YwzYFJqTG5H0tZ9dp4j/Un9vU192f5e8B4zFjXdJ2KdIHSeRESCHNuPS5dNPmQ8hAPp04f8rUgfUqZS/b0tX7LodKT/KVRNSr3JwYUzbu6zHt14XZHoWdHUZriIYj+kSVcuA6O4deNc3HGpz135ZeHTd3+PiEQrUciWrSSM4z1ZEm/kFthiPHOxIfb60S3Oa2DLDYY6yTVWdsAJVfYnvNplVjwBtZ1TBbHXe+udgCKzMu+HgqL9jDtgZMvm/bD6Ml5LFg6GZm902cFV+g2GyktA+KrhYRHz1jcrlGDoeRytl9TDYqSK1TPZRTB8/E8//7ZhKY7UGoaL1ZvZiIKUbnWG2NVT9mxbkLpYGAcA2lM4kPeOrbDGpuDNwzMdG3EGBVOYBC8XN6OCzRsEVLikbyHpI6uV1BtbRnSWESPOvVavRtIr5XYP/+Irhuf7tScsraBzzGghFV/7eVOYOkfc+1rJJBLt7MGoQp+HFFTiHMQDJIuIZBS6Z14BjICcSCcHwZOGqLbuR64H+fJuTdo963xSTjBqR8Loz3yxQUREHq437NfvXDIFdgzM4/cftUjDmt+OJ86Z4N9ZawbHAtLA6Z4+gZH3TFAcfO6C4fk+gGhGbpX7zJnTZvREqhoBgNYzz3NHUubKneAk7EFEwFNqsAr1Jlrt7TwCZn7Pz5iO6CxpgZheXkWFq8oupuJuTdr8kPtLaSsozyn7OYclW+Cce4NqfdHO4Atv2Dreu80KLzSKyBQeW7vlIe3Win6qmrVhr1x2UimrszlW/sb1BbsfFqkUVseH2Rw/6/bT3fca1ozrxaiTwkhOnjOsIgl/CQ3RbgEsJCLkhOn+qSE7j9pGaW3a/v76ccP+Hd5m93niiruPQzvsPUZO2cGHfXE1ijjaZ/uVPJXsU6zR/hsDJvv3HLRzF8J5YzqzsMWt3eBFuwbZGHiNVa/m1nAmCMnJBwk0SdDfPuPW7sE3fu3OMtTY67Os3IwEGjjjHW4jlO0G4StwR8poLiLSMQjF7gUemcWZtmQTdE2DpW21RWaT+JZaE55sMK1CMAMYyUWzQyJYu5Y97lAtIIrGTcDoAZmstfpOMQgiIitoYsxG6iow8xuAD0EaTMHtIiJTLzijhbgk4jio+MmWrVWWZNCPd2BETChToWjljIhIc51dj7gi5Viit59SCO95dqMhm1IG7qhJlHMjssom3tptgf0ZmfrjvCkOsAnN6WkssmQ+HraNpKKXOsyo27PDNoteOzkfnma+PdPlL5pA3Pa4CaC1aU9iiz1BrCVZ6LW1WCEqsmp2WBSAgz3zYtXEWYgMwEElca8aVzRkaTiSZicdlbpJmcGG5+D3qPhL7vORj+X4Ds1ih91cLJ2HugMqcFYLD9+wudLemimACTICzt6j6liRVJSDxhW7o6gzRLgE9yDTi2kHfORz0R5k4W3bj8nAVV87CWzWTnfGiFH7/ClLFzyJ1lIKIyC+kBiuW+OpGz4rYvQjJBWd7bb5odI98JCTZwvd2EvApTGFvwhcoRotg53A1IFbMZXRt2RvRIFnbc5qECJyl3tBZRDJcdMyNzLTi5hBSbLizfoq86xoBeNIT3zYB+WH8pJp+l5EJGcHolmIRK0N+IhrGrCqo9gr2LvZDThjvvMNO+rQWCTE4ZbvF1tZag6vBlJEojqMMkEhBWVNwHsCytJ/zjavBhZGBoAjRJeL7MO2/kG6zcX8a+4sZLaazFy8joIE7DGFO+TX2g1P9dj3SvbZMw2ftL2gLeQOvvxf7ixDbV9JSfjS+1zqk3gM4kmmPRUHCwHYKoojs8Denx93G4UHLWerLVYIslHtGkDPjyXBil0QiXI/1bVMbbiHkS7bYIwOlLa5+2cY98Rr4OupMc+W5IxqtBIzRJzCOqZCix54YDT95v6A73kFvzgIAD14d8igTgoUZd/efw+qNOFVUtDEmM6zbB5OXLIIxT70wKOAVqA2hSifOb0MYPEmd3hWOu0wJ2WCqgIKgWDwtIqkjX8Hwab2FhQxskQatW33T8Ve97xpio14GwXzMnI6CKoCRvCU1btqK1r2QMDPjaH3LEhxU/c4o371mhm98zfsHsis3dziHI40eyvmXYqIjPWawCyttzWfH3XCinxOxI/lNoPDa8Vdmw3HXzpnEdX3PGkRJZ4x/V5yoQnfm1+HUf/PkaL1lYFrV8B3BKN2bdgU24WXnZGQj44hxB+SsoVksm+ccFEFcufde8yiNhyqBEdGTIlU1U/FXg/32vtsi5Td4uaT6T7F+ImILNrxiBkPVKIFe+2zVMqMuJ857ubt4GMgoMX1Fkbtw3r/WWjX95nrdl5/5kNWyUec6Msd7jNtBWY41TdiA2DfqFGWCVhIx1lUZsMRZtcUjagxNUhOyvp7TT+sTbrPkFuQo+uErQefVQ2K+sO2RqMXgINE0ZBGAamW84oBKQAc4tbIxhZaKZBFjNoRg6h6kN0x1hagwxCd171EeAvP6Croe9jlRkdKiT3nq39hgYI80BC1bnM6irKx6xT3PLB0EQoh93nuS2KVk7IxP/4z42fjP0fhfpyPOG3DsveCPPqayYHkfDjQ1906FmyDMY2gAO9zpN1ku9KCfSsetZR4b77bR1JKGMNxEVjOsGjpdrf5gzRM9FVEpdCSht7o1E03qdWw/pO3mrA/+Vu2UQ7+nF+MPNABXLSS4fxl02ZlLbaBRl92m5sbqeZwfLLAdS9HGHFrAX8OQbK5qBbt9mzZyuskIpJZRcwcjIut7tCsdkP7otSYefhbV92hC1dReLAL85qPewMj+4G97nuTAJ+ypynDzdk1bm0Yjg5BJ81IQmA/Iete3uc/YAu6PmbzOnXWnjk/3Qk2Yj5UUIuI5NxtgmTqG5jDfW7NM5YQnUJle3Kx3dDUWffbWRBaAlxJ7T77Yu8Ze9b8PW4+n/+8GeT37jVDhV6eMuSn1Noz02N89X/a7z7+FCy4ZqckU0DZkQfCxt1iwmy1w12POJYURKUqYJDT2M31qaL5Ibuf3zhhUZl/1WCp2GXfa/DPEbV5FGlHViTmNCKS5A3uz/1/Fn15//1Gh7J+gU6Um/ukXFujoM6+t3jSnmPHYe8AwSgMUlGM0W17W9O2IiL33u/TO9D18z2ImFTbD2bXuvtp2QP8qbEsSN0+OBHZiHZ6ZXSmz1JbD95r+4PpmoxqtwYp5aaIFq7Y9dLK4qcolcSb0cnBdttLv3LW9uZvPOFuOrPRfuvv5YEuIhekqLvsB48sOKet8rDty7lr9hvx2PQZsd76MKga+lBxCQqLINNXyCId3PQB0NCAzmHtDbd2SzB0GQ1uPGrrQfzx8oz7jal2YHnRgo+pMo2oFrYhatUHRwaGwYk3bX1rfeERiw123WNGNMmq85Lc/VD+Fv7M7tjr8KSdO8Uulu6ys734dXMs0rfaXK7BUFe82fq8zetdhy21yUhTzPjCerICndX284hgatqVUbbMLQgazMH4Pu8uUnnM5pVBlaQaM+pTZ4Al2+n3AgIh8SniRbKn3Lmh7kvGuUzGGStFi5HMwfgUYhy3ZUTtQHVJ+NYn3yciIsnFFvlZ7kSI1KeCkkthohNcCJc3kgrx7xMYmlSMUDG87pQ6JxE1HSgikrcHYe4RtDVBairIdsIjyED6cRCGGtu26D7AvSs4U0QkKRcYnC4TOulb3cFbn0U6r8wO3WrHxtQVwam30Bc0/34T0Cs33Pe0Q4FIFJeWe39B7PWlP7J73vaEW5u1MVSW7TIc1Hq/zaG2NQrR3iW5AhE+rFe4ZvesJdgsdKDHk1pjRzCp3D3T4nEzLNMaEJE9beuft8OeY92DpFOqbS4nXgb4FN5qfpOvIM4HSB1rx9csANC15nsE0NPrTKtJ0wvH3ht+09amqAnFC3X4op/DVawHjVYB55wW4SxfM0XFFlvcxwR7B94gmjkBupntWBsYxirE337dKiTv/mEYwzh36/O2/hppTqmyZyOImtiU5ByPGYRwJTh5bQLK3heZrE3ivQKW/9pvsA1ZbO2glBiJSq2CZxHjCwEWcR4G8ibfU6oNpoEiYOkGs9QWTrpzlbnHzjCLfPj8lFeprc45W7qAauQWU+YhHTmfSlu+YnhPQgo4eP51Hdh6Z30eyhWVrnr+B1609yr2Ix3cVGD3hkKx6ePudf7d7NeG60E+6nnreQnpLGB1cx42ebXWaZE/NQhYKBNhv68yJ2rpjPsejRMWVa2jCGN1HLizJvf8k8ftzORvB4USUpdayKHRZpHonl8ZRUTeZ06SirG2mD9yBC712Ov0Onc+Jk7Zc5Y8YXtstdP2TVKhlwOn0ENzH4oioGuDTKRo09y8UD8TnpBWAbiHh6qsDNNQs3tj9WZyKaLo4+73KM/XRu180L4Ib/nfDmk78Bzgs/PAV3o5l/6rf3hnpT5ZTFCAJq6D6PHXtNsJDe2FKCKyDPB62XbbjGfeMPxPkrj5ykwF+LLFDuUaqjeVw4yMxOzZSQb0NKTxFJzPEm7tVSYikp1rm1H5aMidlZQFJTFvG2WOnrvHOhBjk4LQ8+oUDrl/m59967wBQ3dWWbpSw/xMZ5XW2/Mre7NINGrZ50vCG7ZN2XWhzEgDoPxhyqouIjLSZQeJnEAsSFDOOXJKMWp3CSXh9+72GJt1Gkg2J8pxJSKSg4hYZY0zVOlpk3OMoH4FyZIvLCMPOIZeUKs0mxGkPHLkV+pH94eDuyzSpKn6APdesMP2RP9xM2DyIozbXphj3kd77RqjaO817NvzPHzYcEnED5LXrvGwCejZDrc22gpGRGRnne0lnomMarcOy6hSZS9dUocQd6mj5yT4AkGdsIgUnYLFObTThEiULkT77c522LVym1Flh7655CJT/j2W7bNvMM+Ypuozau2zTIeTl4udCZQPkdEXVqye/opFD7Sx+QpSWGTNP9Nr2YI2tMfTopDiEjvb5NQiP53uVy1yEIliVXnOWW2eku7uo6vH7pes8TUHTbbfPO7Wl8VDTO1N9Nm8ZaDrimKlSivsOcZQ5FSz087dko/qZoC3dXUGEAfg+T7/vBV63FPjItGE4Yyh2KYW1Ck6chuRRh6wdbzYYeuxs9ki3AoHoVPMbgKZuUhh+/sgNq5/xHQjC6hUjudtsd+lc8sUN6mMervcmjW22W8xYsa+0RNzbg06IcMOQacUVtpeunrV5K527JgdMPlKeV65HXrHwwj4zEW7UY1unOWR9oBLniKGOEEtsBCxVnsixszAopnLZ+1+d91rTv8tE5UxmFHRH//vO8tQIz0H8UFnz1k4fu8elyvMPGzAmpGnbWFzykisaL+dXuq9bpbqw8shvcTkVXdQSg7be5efNcG//T0mBBS8LSJy4TXnmTVU2ibP32X3sDqOthV+A+a0SNyRVAhOmGl7puUBX7Cwxf7e9YJtcmIz2LA4dg/wrr/xqlU+PfrREf93pCtQfUTcESNCGvmj97QaCaVD6XgPbGUABitA6nNT9kzkgyvc4X57sR9CB1VmisfgIPGxcr2JiDzztgnip34Giv+EO4yxSJaIzF1CFSGB7h7rwvR75xu2P5rvs/3BggXtP0gsBXsShosobvDpfOKOkrKZzsUcDmxM9zOdR0F7/CU7S0ef9OluRD4iNDbr8WXMrQ73eZ5RVnVm1W2kalkdtblkMQoVKtOratilg75idTI+7Y1WHNJApMGdhKCtnjsK8KJ7bd8tXbVIS1odomQ+orbcg8IE/C7nO3Y+YD8SvJ7bhs8i0rB00/02jeXaY6DCYRFGppuXW9fsPGc22/5Y6gK3Igogkn26knOZUrwJdYSnuGDWgIMpKKYM9XppO0xGMxKxdNXkdXqbe9ZbZ+w9pewQQbRDRMIlRqU2Fo6QniUdmKfUBvd7Pc/Y3+uexHMi0kLam/Rmt8BrEcoem6uFG+SD3KhftIhBJFrIwOK32N+BW2VhVmQPKlVFF+h9IK/CFfueYvd4fphZ4WDUTiOx0bm2e2f0XimU2MdUi4C+eQxeAC/q9nn/WUQDMe8MPMx3udckmVfDWyRqcDFdqVhC0hwxjdxxyfamFvYxm8DUL50sVrergZv3e7cBj1oQBO8Rkd8UF8T/vTAMf3Wzzx6sKQmP/+MPiEiUA20ZlV9pxX6RsB+oXJJh4AQVpjyf+09OiB3bZZiPrJ1IGSFsrmF8hpUZ4UqpM0EyfxpCxx9WCu2kfBOe8xfBIq18Zkh9jp2yQ1V6D34DWLLlE8Mb7o0Ck2kc5QdaRak1jdeMBqTE9B6vgAplS/xDzrBwalP+hueIpEoASl0Z2MjV1n/KDkHVHhCodthzKOZPMW4iImPtpiUnESWq9ASapGfIOoTKILabQsuQWEsqptGxJ6gwBl9x909+KpKjbv0RpN36zBjUdBtD9+n3GF5FW5dxhJF0Dli4R2wu0rfYPl7tc8IztcWMoXAGwgopP1Uqt9pRpbpo9365F9QZBwzgo5GUtO02r2PPmfIoeRy0L34+14YA+MOg0b86vrFKsPg99hx9nwdlC9jU09rcfSxfRdUfhC6dj6HL7uyWVNteSy2kMwHYQhwexoh8ybXXMy8hleiNehZmZB+z6JJkwKA6YRGIJG/4a0GIiEg4i3QV1nGlz71Oa7K9f+uCzUnmFij4NKTgfEqIconGWc837HvV+90cxc64iCyemYq9Jm/ZQjeIQLd4CEhRfAolWbJ51XNF/q0/+V17/oeaDB+VW4F0vlfmVL6ppXY/f/b5utjr7/24c+4Dtk/DudIzI/JNhVe+cjTIN1kT5NprFuxoERJl5sJNUMRUwhiCg5dU6uaIHF5cD6ZEix5xe5cFaJMv2ibLqYO88r+R2gAeQ3wvyAfsp8vkteJ9Cw9BTq7BSUWrvLDPfW/2lO3RrAb7WsoO++z6TZur6XPewEFXNd7b/DXgPb0TTl681Lr4qXqeR3UMlm/Y2tIBqvsA5qLIzevqBTuLr79o4df7/xl0H1rXnf2s2wsHXnqXV30GQZAsItdE5FER6ROREyLy/WEYXo73+b1FJeGLj79fREQy8oElg8WuPD4k2YvgcWAY8H0V0NVHwcx/3n6XzMg6MmvglefQAIKgAXhfPYS3v2Fh7v37TcEx1FvgK/VoZDKMm78fXDok3zvnoiAEgLMvWwQL4DFGxAFNXLS/51Xa/KS1uIO7jkjNZjhA/p62J0otx3WJxUPJuBJAssy+4LGC2GuSEPY/a/Na/X7321MvmXJVYL5IVKFq9EijdyIiq0NLG/4uEm2zpC1wKu63v6+NotQeqZKlKfe96Um0qWlBKmnY5mIOHSS0sKL7pnlzGeBBSkEFX9U+96wa3RWJpkFuzdjzkS1bUy9cAxKTEq+mhjwxL/O9wOLdC4fkJOhyfEqP6VdyDbHNjDawZysxpmUzWoH/oBcfB5cYIQK17FEs/Z6Gqtm6o/GLeIZPuXkj5jAHVZ+ZoAIicFrTTuT1qnzcnnPmTbtelpcbhDIcf9aU1oGDJhOATY4ROxO3NviaKczKuyF3/Fws9dh7s6PAYB2IT1XS+bK7COmPWEG9gs4DmkZnlwOmJVORog0QHVFcUVIFnAX2TQVJr/b6pbGUUmp7lOTJubV8fv9ZENeyqCgPKciZm24O89tgcOTjHuAAMTqtsoKpeqZ+I3Qpnhw4YnDBIJ05b7+bd2gjzo94T+7Bm5cKYq+1lSDhMinV0APA5a3PeLJzBDlYXBdxZCAfx657yh5woDE1vIb9qlXRX3jVCoWeeo8V/DD1yzZTyp9GR7f+GAuXNuJLZ7vsvZwam9e0fWbUEw+tmaPXXjeoz32PGLSEEAftCtGDFO69d1nhBeXA3Ly9Xl5z97Tjhf/2rjfUjorIL4Zh+Lj/98+LiIRh+O/jff5gTUl4/J980H23AAJ8DgA+7x1Hola5SB+AOfzZ40YD8KF/6L1teLPhOFjP44ClkyotYsAm4FRaWW22cLcuu2tnbYc3u7bRABSxqiXJtPtZPGsb7eol24A1JfZ+6RPeA8PvBgBAM8WggNscO0cRpZwCb+vmX7j/NzwGgUrGanrlozYXOlcUtPR4Or9ia9P0/o3Kg14QeaDYtzHIcNdm8UdQggrQTvDaeaF7/iXDre37GNLBhXZvazdQydrn7i3rLot8cC4j7N1+rNywfRAvjSxie0LE9gUjq4xgkWpB14xAZgJqh6+Z9KxEdeHF1136fd+P2VyvXDWPORJ99oY4Qb2sotJm1t881vrd+wRLM+rAs6QGFwHkBMj3noKXewjCuti37+kBZgrtvYhhrHjM7bGVTrtfdrFgFNFDVSNUDQSsr96YstsEEDkW5UBEdqUdFW4wgBVyQIb1lRv22ZWp+LJbDR8WqTCqm9xg96mp+j/8hmEnfuRRo8tgxwuuzfIFn+JHWnL2G7Y/sneicjbPrcGtExapzH6qOfZaG3h/89DqZHaPWemydUw/gqiMjxguX7ZrEJCvZ19EZO4yosg+PaiFJCLRCnrCKCoecb8x8JzNZXED7qcNVeiInOvzM4oWTiNNCgqgdX8Ez583J53ErEnYb6Qv0nORjAADZQ2742T69F/aYYvCz37ZjH7SFKkTyvPe/artR6bwCp40WanRNUYD2XaOsl0Nw4hjDiN8bRjGd5tdI7bmKGLi2S75EXs+bdCejDORXGN6eW0ADkcr9tWQP284rzOv2GeZXlYsMruAsAhDcm3e1juMNuvEl90ZOvrqf3rXG2pPich7wjD8Sf/vHxaRI2EY/nS8z+8uKA2/dK8rJmBvrw400y3Ode+zr18ugKjnh8zAOdZqVvGaB92Sk4yLxSiPephBCkqGAdolqW7RXQAMP+82E+lEFBsnIhEPTEH/5MGZBqtzZhaq0nDPc9NOeJDpmsSTEWoMX9n0/BkzWJ98yGhGfuOLxm7/oTq3AfPRn/DlLjswRypsg/L5tFJxssfunbx2JAR++aajjnhiv3ldF6+aYGsGs3bnkCmSHa1O4HHLX7tu63xr1Q5xlS93vzFZEHvvKFjKKcCzctEO6Jq7NyIs7mqztMv8tM1rhl8bkieTM4lRCYKElQeJpJgEybLfYXaaj7gCyNxyD7BvvcBrzYJs1xNOEudBnqg8NEF/o8eF9w9gbSfnTChtP2qGLD1zjSrQQx+/Fp+RXNMNVbtNMQxeNCFYUotOGQPsPevmULmKRESK8+yzpwdMKN/vC0gUCC0iUlZsc8XomYKsUxCFZARwDVihrBzbH6O+v2kqonasHCQm7o9fccbMA+i0kJ9v5yp/C4hXb9pe0aKGy6/ZczTW25mYHAONir+PmVs2ZzW1qMgDLxexclpYwp6NaWCsH+yx6L0WNzCiNot+mvW7puJeo++K22/s0Xyzw2Q4eRjPDLp1fHCfobRPX7S0Uwbmu63F5vOty+683ncfuOxwDxdPmHxo3eq+RyZ8FjQQMzbYb89f7IvJVtGVI7/Gzu4icJILvhsNi0NyQKvEZu5s+P1536XivS32HIzaUlYoRpGNwdnHma+z8zdSR5Bce0vV+Ia/i4hk+j7M7EdcUGBzxQzBuHKagjC7ot7O3YkL8bt4aJEb4SlvXrDIV1OB7WPFKtMZnbiCLiAoMOE5nppxZ6UwH1XlmJ956MkpT/zN55hFr9h8vE8u1Cu+iO2xt3719jfUgiD4hIh8wv+zVUTaRaRERMYkMb4TIzGX37mRmMvv7EjM53duJObyOzcSc/mdG3fCXNaHYVga7w/vFsLbfhGpxb9r/HuxEYbh74jI7/C9IAhObmahJsZfbSTm8js3EnP5nR2J+fzOjcRcfudGYi6/c+NOn8uNgJnvznFCRLYEQdAYBEGaiHyfiDz9Dt9TYiRGYiRGYiRGYiTG3+p4V0TUwjBcDYLgp0XkWXEQ4k+FYXjpHb6txEiMxEiMxEiMxEiMv9XxrjDURETCMHxGRJ75K37td779RxLjLzkSc/mdG4m5/M6OxHx+50ZiLr9zIzGX37lxR8/lu6KYIDESIzESIzESIzES404c7xaMWmIkRmIkRmIkRmIkxh03bktDLQiC9wRB0B4EwY0gCH7unb6fd8sIguBTQRCMBEFwcZO/PxAEwXQQBGf9f//67/oe380jCIKMIAjeDoLgXBAEl4Ig+KV3+p7eTSMIguQgCM4EQfDlOH/70SAIRrE3f/KduMd36wiCoCAIgj8PguBqEARXPMl4YnybEQRBK/bc2SAIZoIg+Jlv+kxCbv4NRhAE/yQIgoteZv7MO30/78R412DU/rLDt5v6LUG7qSAInt6s3VRiRMb/EpH/LiL/+1t85tUwDN/3d3M7t91YEpGHwjCcC4IgVUReC4Lgq2EYvvVO39i7ZPwTEbkiInmb/P1PNiPBToxvO35TRL4WhuFTvrJ+kwabicERhmG7iOwViemefhH5QpyPJuTmX2MEQbBTRP6eiBwWkWUR+VoQBF8Ow/DGt/7m7TVux4jaYRG5EYZhZxiGyyLyWRH54Dt8T++KEYbhKyIy8W0/mBh/rRG6oe0YUv1/CZDoX2IEQVAjIu8Vkd97p+/ldhtBEOSLyH0i8vsiImEYLodhOPWO3tS7czwsIh1hGHZ/208mxl92bBOR42EY3grDcFVEXhaRj7zD9/R3Pm5HQ61aRHrx7z7/XmJ8Z8ZRn7r7ahAEO97pm3m3DZ++OysiIyLyfBiGx9/hW3q3jN8QkX8hkQY/G8b3BEFw3qfwar/F5xIjOhpFZFRE/sCnln8vCILsb/elxNgwvk9EPrPJ3xJy8683LorIvUEQFAdBkCUiT0qU/P6OGLejoZYYf3vjtLg2F3tE5L+JyF+8s7fz7hthGK6FYbhXXHeNwz60nxjfYgRB8D4RGQnD8NS3+NiXRKQhDMPdIvK8iHz67+Tmbo+RIiL7ReR/hGG4T0TmRSSB7f0rDJ8u/oCI/FmcPyfk5l9zhGF4RUR+TUSeE5GvichZEVn7Vt+5HcftaKh923ZTifHXG2EYzmjqzvPapQZBUPIO39a7cvjU0jdE5D3v8K28G8bdIvKBIAi6xEEZHgqC4I/4gTAMx8Mw1M7TvyciB/5ub/FdPfpEpA/R3T8XZ7glxl9+PCEip8MwHP7mPyTk5t9shGH4+2EYHgjD8D4RmRSRa+/0Pf1dj9vRUEu0m/pbGkEQVARBEPjXh8Xtn/F39q7ePSMIgtIgCAr860xxBS9X39GbeheMMAx/PgzDmjAMG8Sd56+HYfhD/EwQBJX45wfEFR0kxl9ihGE4JCK9QRC0+rceFpFE8dVfbXy/bJL2TMjNv9kIgqDM/79OHD7t/7yzd/R3P267qs9Eu6m//giC4DMi8oCIlARB0CcivyAO8C5hGP5PEXlKRH4qCIJVEVkQke8LE4zJf5VRKSKf9tVhSSLyp2EYbqCaSIy/3AiC4JdF5GQYhk+LyD8OguADIrIqriDmR9/Je3sXjn8kIn/sndtOEfmxd/h+3jXD4/keFZFP4r2/L5KQm9+h8bkgCIpFZEVE/uGdWOiS6EyQGImRGImRGImRGInxXTpux9RnYiRGYiRGYiRGYiTGbTEShlpiJEZiJEZiJEZiJMZ36UgYaomRGImRGImRGImRGN+lI2GoJUZiJEZiJEZiJEZifJeOhKGWGImRGImRGImRGInxXToShlpiJEZi3LHDt6Y56/8bCoKg37+eC4Lgt9/p+0uMxEiMxEjQcyRGYiRGYohIEAS/KCJzYRj+x3f6XhIjMRIjMXQkImqJkRiJkRjfNIIgeCAIgi/7178YBMGngyB4NQiC7iAIPhIEwX8IguBCEARfC4Ig1X/uQBAELwdBcCoIgme/qVtCYiRGYiTGX2skDLXESIzESIxvP5pF5CFx7an+SES+EYbhLnFM8+/1xtp/E5GnwjA8ICKfEpF/+07dbGIkRmLcPuO2ayGVGImRGInxtzC+GobhShAEF8S1pvuaf/+CiDSISKuI7BSR531bx2QRGXwH7jMxEiMxbrORMNQSIzESIzG+/VgSEQnDcD0IghX0alwXJ0cDEbkUhuHRd+oGEyMxEuP2HInUZ2IkRmIkxt98tItIaRAER0VEgiBIDYJgxzt8T4mRGIlxG4yEoZYYiZEYifE3HGEYLovIUyLya0EQnBORsyJy7B29qcRIjMS4LUaCniMxEiMxEiMxEiMxEuO7dCQiaomRGImRGImRGImRGN+lI2GoJUZiJEZiJEZiJEZifJeOhKGWGImRGImRGImRGInxXToShlpiJEZiJEZiJEZiJMZ36UgYaomRGImRGImRGImRGN+lI2GoJUZiJEZiJEZiJEZifJeOhKGWGImRGImRGImRGInxXToShlpiJEZiJEZiJEZiJMZ36fj/AagHsKWg4XFhAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 720x216 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAmoAAADgCAYAAACzZkroAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOz9d5RlWXbeB+77vIl48cLbjIz0WVVZVVlt0QZtQXhLgRhKIkWQojgyw5nRIkdDaZEUZ5EyA5khNRxJdBBBEIRrNCxhG0CjGw2ggTbZ3eUrKzPSRYaPF/bFs3f+OHff7/c6IxtGagGqirNWr75188V715yzz97f/va3oziO7XScjtNxOk7H6Tgdp+N0/MkbmT/uCzgdp+N0nI7TcTpOx+k4HSePU0ftdJyO03E6TsfpOB2n40/oOHXUTsfpOB2n43ScjtNxOv6EjlNH7XScjtNxOk7H6Tgdp+NP6Dh11E7H6Tgdp+N0nI7TcTr+hI5TR+10nI7TcTpOx+k4HafjT+g4ddROx+k4HafjdJw4oij6eBRFf/mP+zpOx+l4M49TR+10nI7T8RVHFEXvjaLot6Io2o2iaDuKok9FUfT2r/JvLkdR9HVfzd84HafjdJyO/yOM3B/3BZyO03E6/uSOKIpqZvZzZvYfmNmPmVnBzL7WzFp/zNeVi+O4+yf1+07H6Tgdp+N/q3GKqJ2O03E6vtK4bGYWx/EPx3Hci+O4GcfxL8dx/EUzsyiKvjdB2P5hgri9HEXRh/2PoygaiaLon0VR9DCKogdRFP29KIqy+Pd/L4qil6Io2o+i6MUoit4SRdEPmtmimf1sFEUHURT9J1EULUVRFEdR9O9GUXTXzH4tiqJMFEV/M4qiO1EUrUdR9C+iKBrBd/87yb9tRVH0t4jSRVH0d6Io+kgURf8yiqI9M/veKIreEUXRb0dR1Eiu9x9GUVTA98VRFP2HURS9llzv342i6EKCNu5FUfRj/PxXGsnf/VpybZtRFP1QFEV1/PtyFEV/PYqiLybP9UejKCp92XO7mSCcPxNF0dwf5TqjKBqNoujnoijaiKJoJzleOOF6C8lvPY1zU1EUHUVRNPkHuefTcTpOxx9tnDpqp+N0nI6vNF41s14URT8QRdE3RVE0esJn3mlmr5vZhJn952b20SiKxpJ/++dm1jWzi2b2nJl9vZn9ZTOzKIr+jJn9HTP7d8ysZmbfbmZbcRz/eTO7a2bfFsfxUBzH34ffer+ZPWFm32Bm35v874Nmdt7MhszsHybf/aSZ/Y9m9m+b2ayZjZjZ/Jdd93eY2UfMrG5mP2RmPTP7j5P7eJeZfdjM/sMv+5tvMLO3mtnXmNl/Ymb/2Mz+nJmdMbNrZvZv+gcTh++9JzwvM7PIzP4rM5tL7udM8iw4vsfMvtHMzpnZM8m9WhRFH0r+9nuSe7tjZj/yR7zOjJn9L2Z21oJz3LTkGXLEcdxOfuPP4fS/aWa/GsfxxmPu8XScjtPxv8E4ddROx+k4HY8dcRzvmdl7zSw2s39iZhsJgjONj62b2d+P47gTx/GPmtkrZvYtyWe+2cz+73EcH8ZxvG5m/x8z+7PJ3/1lM/u+OI5/Lw7jZhzHd36fS/o7yXc1LThh/30cx7fiOD4ws//UzP5sFEU5M/tuM/vZOI5/M3Ey/nZyDxy/HcfxT8Vx3E+Qws/Gcfw7cRx34zheNrN/ZMEx5Pi+OI734jh+wcyeN7NfTn5/18x+wYIz6s+uHsfxbz7mud6M4/hX4jhuJY7Of3/Cb/0PcRyvxHG8bWY/a2bXk/P/tpl9fxzHn4vjuJXc97uiKFr6w15nHMdbcRz/RBzHR3Ec75vZf3HCdfj4ATP7N6MoipL//vNm9oOP+ezpOB2n43+jccpROx2n43R8xRHH8UsmNOeqmf1LM/v7JlTmQRzHdILuWECKzppZ3sweam+3jJndS47PWEDi/jDjHo7nkt/i7+bMbDr5t/SzcRwfRVG09RW+y6IoumzBYXqbmVWS7/rsl/3NGo6bJ/z3zB/kJhIn9h9Y4PsNW3guO1/2sVUcH1m4J0v+/3P+D3EcHyT3Nm9my3+Y64yiqGLBef5GM3O0dDiKomwcxz1eTBzHn46i6MjMPhBF0UMLKOnP/EHu93ScjtPxRx+niNrpOB2n4w884jh+2UI68xpOzwNlMQsptBULjlDLzCYSdKkex3EtjuOnks/dM7MLj/upP8D5FQvOIH+3a8EpeWhmKdcqiqKymY3/Pr/xP5nZy2Z2KY7jmpn9ZxZSlF+N8V8mv/908lt/7g/xWwP3HUVR1cK9PfgjXMdfM7MrZvbO5Dre51/7mM//QHKtf97MPhLH8fEf4TdPx+k4HX+IceqonY7TcToeO6IouhpF0V9zgnkURWcsIGm/g49Nmdn/NYqifMI7e8LMfj6O44dm9stm9t9FUVRLyP8Xoijy1No/NbO/HkXRW6MwLkZR5A7ImgXe2VcaP2xm/3EUReeiKBqy4Pz8aFK9+REz+7Yoit6dEOf/jv3+jtCwme2Z2UGCHP4Hv8/n/9eMYTM7MLPdKIrmzez/8Yf42x82s78YRdH1KIqKFu7700m69o9yHU0zayS8wv/89/n8vzSz77LgrP2LP8LvnY7TcTr+kOPUUTsdp+N0fKWxb6FY4NNRFB1acNCet4DE+Pi0mV0ys00LHKfvjuPY04z/jgVJjxctpPY+YoEAb3Ec/3jy+X+V/M5PmZkXIfxXZvY3E0L+X3/MtX2/BY7UJ8zstpkdm9lfTb77heT4RyygawcWuHRfSVbkr5vZv5Vcyz8xsx/9Cp/9fUcUKla/9jH//P8ys7eY2a6Z/Wsz++gf9HvjOP6Ymf0tM/sJC/d2wcT7+8OOv29mZQvv7nfM7Bd/n9++ZyHtGpvZJ/+Iv3k6Tsfp+EOMaJBacjpOx+k4HX/wEUXR95rZX47j+HHVjX8iRoK4NSykNW//MV/O/6FHFEXfb2YrcRz/zT/uazkdp+PNME6LCU7H6Tgdb8gRRdG3mdmvWkh5/rdm9iUT2f50/BFGUln6pw3VrafjdJyOr+74qqY+oyj6j6MoeiGKouejKPrhKIpKCZ/k04lY449CeLGY/PfN5N+X8D3/aXL+lSiKvuGrec2n43ScjjfM+A4LxPsVC6nZPxufphD+yCOKor9rIe3935yikqfjdPzvN75qqc+EIPubZvZkHMfNKIp+zMx+3oKu0kfjOP6RKIr+ZzP7QhzH/1MURf+hmT0Tx/G/H0XRnzWz74rj+P+UCFf+sJm9w0JZ+sfM7PKXl46fjtNxOk7H6Tgdp+N0vNHGV7uYIGdm5USAsmKB+PohC4Ris1Dq/Z3J8Xck/23Jv384Kfn/DjP7kUQY8raZ3bTgtJ2O03E6TsfpOB2n43S8ocdXzVGL4/iBBV7IXQsO2q4F8cgGmh/fN7V1mbdEgDL5910L2kDp+RP+5nScjtNxOk7H6Tgdp+MNO75qxQRJT8DvsNCnrmFmP25B/fqr9Xt/xcz+iplZpVJ564Xz58zMrItbjGPJKOWikDnNpj6jWSfK699xvh/Jn40T3zYXd/TjSB8fR+X0OJv8xuO+K9drp8fd7KO9nB/378c9HVcyzeR7s/psrHv2awhD95+x3sD9JDeCT8Y4Gz1yjr+Ri3R/Udw3M7NepH9v9fRcS1ndUwbZa/98P8b1QPUqH+vvWhZ6UxehtMAEfq7fwflHpbP4LP16zczigfcc/o7zI8J77mYwV/q6Nr9o/ju/o4s55vdaHFCMiE885Pf5e8jEJ79bzoV+cr7Z0d9X83xuJ0uL+fnjrv5uOHuE+3j0/fpcNBt8ru1M2kvc8lg3vt6ypvvoxHiumFd+r5yDHfQ/zxnWGOZ0Nvm7g57WZSbSd3A+tvvht49a+vt6Wc8q29dv7PWq4e9zJ/9uJtL97zf1rEbLQR+21de1FzK8T9qj8JleHzYjo2dV7Op99E6wH5xA2Z6e+56lfeutnGsln4RtxHxuWiU9zuM6O8mzKtuhrgFztBdrDhbiVvLveg6cu5yv/r1mZrnk9/J9zNcT1uiXn0+/1/S9Wcy7Puaur4+M6X1lMHc7J6zXcv8gPdfNFnW9sNf78XB6PJSsm72uniXXIOf0biuslXpB75Z2p5/J4ryu020i74Prh8OfC58Jnx/nsR9zDhYy+jteew/P298M7TLfVwH23PdE3s9xLJvR6em3R7L7Op/Rsz/pNwb2dkvWEvaXiukZZ7C2uZbiRMf7uK/fKkeyc0d92ZV8Nszp/MBc476sYw6/4pdeuLEZx/HkSZ/5alZ9fp2Z3faGvVEUfdTM3mNm9SiKcglqtmBS035goaXM/SRVOmJmWzjvg3+TjjiO/7GFxsP2zNPX4p/76I+bmdnvbl9JP/Ou0RfS40z/UcPPzZBGcL2gn58+XjYzs+OCFmLlWJ1fmqV6elxu7ZqZ2UvZ6/pdGPAL8avp8cvxE+lxPjHGc/mH6blfuaP7+I6ZT6fH26XQVeZzq6kIuz01pR7J012BkT+78tb0+OsXXzIzs1JHhjaGuPx+YSw9bsdhknIR3N7TfLpWu5Uef+LBZTMz+/Dsl9JzXFA3jyQkH2HD/MwrYXF883Vd+257KD2u5CSAXk0M39SBfndzaCk9zpkWyuje3fS4VQob1MPcYnqultlLjws9LcDfbTxpZmZPjWuq0YCNdtZ1nosxmUOHmVp6bqSrzkU7WT23UuLYcGNY6+jfh3K6HjqwjXZwEiaKu+m5B4cS3Z+pNtJjN0y7yd+YmY0VZezG+rqP6qGe/VrtUvj345X0XLOge1rrz6bHw7mwcUWPaSbwsVe1fr7zgubFUTZ8XwHi9l/cVaOCa/Xl9PhLOyHw+prK59NzW0VdA9/HQb6eHvcSE8f7eCVSUwU6ajNReNcD7yMzlx5vHmHzLYSNtop52YaT4c/EzGy/q3lczYW5e/9gIj13dkjdnR4e6/zFfOiuVWlup+eWK0+lxwyAto/kBFwaCffairXuptr30+PVvOb/bGfZzMx2i5p3DN5+/kV99nvnfzU93hgJ76nUo/3AZt7V3N0thO+u9LTW/N2bmbVjbYz1/mZ63MyG5811t9fVO5jM6p03ozC/X9rSnKiVZAeGCnpPE3k9z0L/0cYKqz298x6C+6F8uKdqpHdbbTfSYzpUuZ6+t1EJ1/T8zlJ67rmRV9LjOx3ZxJliuKc23l0hklN31Nc6HjU9qwe9kGSq5fQ+SnAo6OzuR3UzM6v39Pd5XG++rb3v5VIo7p3Pyg62MnJOqh3ZoFZOc7AThesv92RrKq2GrqEMO9gJz/PlvvbAC3nZ9tVYCbRSVvfh91dvqtPaJ47emR6/u/aF9LiQ7HM7Vb1bAjd06umI+3PlnHlxR2vi3aXfTY9fyTxtZma7x3p37yh8Jj1+Pm3Va/ZsT3/3G+2gbPRd78g9ts/xV7OY4J0WBCnfbkH5+p+b2WcstCj5CRQTfDGO4/8xiqL/yEI7FS8m+NNxHH9PFEVPWRDE9GKCX7WghfTYYoKnn346/qmf/mkzG3S4OLajKTMzKwMF4IaRBSpDR+zF3FvMzOxa+/fSc72cDE0np0nsE5eRwoOuJt1IXhNitCujs58PTtJKU5OZEVgtp8nvkyrf079vZDUZ6cVfPEjbA9qr1beZmdkQFvZ4S5tZFtFhthOey9bIufQcnToaKN8YuUmM9uUAuINsZnajqU3nXC1sVm0gDeOxNjA6e74hdE0bFY39WFd/R3Sgm0miKkT2fG6+oZiZzewGQ/r6sFQI5rpaR/mO5tV2VU5yrRWcMqJ2DAC2TRtxPol420CRRiMZhI3eVHrMjX+kEwzsWlZzaaanjZiOyn4/bGzFSM9hKJZx/dT61fT4fZPPp8evtS+amdmFoor7iJJyXe3lg5M40VRQ0Kio5eVQS+unAmdwqx4aD+wD4Tm3qSDkwaSe/UGCYF3eVUOERn1J95lsPmYKpszMdsphk+SGzOBkDUGYz1O3DWaDwcRQhHXXCceVI2123bzW/u90tGFcHtG7WT4Ma3OqrHdw1NPcnslp7vr7n4v0XA+ydV0bHOPxpn6jndidRl7zebyloK8EexYlSNvr9ben5zgHaQdfa8mJPlMJm+PMpubM9thF/Qae8d1s+Lsugo0cAlZ3kM0GUbntOJlXhmCiqaDn5fx13V+hYWZmxVj2nI7jUEv3tFnUuqn1wvnlrmxbvaD3PNUG6yaxc7mu5lInL8fpsFhPj4ebmucHpfHk3rR+CnCM7nU1B692g3ORP5ZT+9qI5lIxo3W83tTvLVTCM1o5PhGQsfOF5fTYHaPDgv5+J1ZgPpLR3PTglY51Bgg4bfAX17XvvL8eAqrNvM7NHMuW0D7UjsMaOijqGvi9RNcKsGMn7X0H+dH0uNrVfRznEgS8C0e2pX/fqC6lx7lIc37kKKxHIsBrFc2V6SPd08NymOcdZJv4LH/9jtbH+87q79w2nb385GfjOH6bnTC+aoha0sD3IxZUrLtm9nkLiNe/NrMfiaLo7yXn/lnyJ//MzH4wiqKbZrZtidJ2HMcvJBWjLybf8x/9QSo+3XkowmDwYY8Xwr934FBUj7WYt8tazK0hRQrnusHTzx7oe7eHtdC2ukI2LhwF9KABL34hJ4NaOW6kxxtleen5ZDI2mtrsZ8oyUKVYm6Q7fjQuey0Zj4WCjOBxSZN4KhMM7VZfCzuCE7VaVvee0XwwAnt9LVYiUattbWxXOzfMzKwFxPEISMxeT8dXakK7fmsl/N5UTYvkbk8L9/KInMixZrgnPjOmWnZyup6q6bm0oySt0NJm2MzrOmsdPePl4WfNbNA5Kx5r0Q2kTBHxf679jJmZHXd0PWfr2hjHTQZ8yDd5OL33S5d1n4jiOnBE/ZqrgO73M3pWtbach1w+PE9uDLs5zNFxvcdPN+Q4v3coOPUtpL6qcLjaeZ0f6jXCNSJIoSPHDdNRTTOzIwtIE1Ofa1NCu5i66PXD87xdlx1jaufXX9Ma+zNnNVd2e+H35vp6dxk4H6UIiFg2XH+/H+HftTE0+vX0uJk4Q9u16fQcEYqVdW00lYI2pd8vLnZkyMysm6Sb7kWa58MZPVc6EXtlzXlPg3ETybVhrxBwOdJSj/RuiYbRuXhb6zfS451SQIE2JoSCMCiiA3zUCnO3ktO/55BGHTqQI3Z/+Mn02FFkXsNxUfNnOq+15Js151oPx0xtMY3VicL72zrS3C1k9dkCHKaVkXCv7tyZKfgzG7SD/QrQxWTtVZt6xvcLcnovxS+lx618WBNbFT2/yb7sVRXo6n7+6fQ4SlKedMjaWTk4+5i7US589pMrsjXvnb+Jz8pGF5LU7oMjBZgPG0j3Ipt3cbyRHrvD1OzoGl7OPJMeH+1rfZwdCu+XtIcSABSmXYuGtGMm2MFsRrZouKPns5PX+3CqTiYrW5PP6rvonA3DD/B5s1XVGqx3NO+4T/76q2Gdv+eS9pFj07z6jqnfSo83TN+32tF1Pm68ITsTXHv6mfgjP/Xzj5wf7mmhfHYvGITrI0o/MkJ9vSVjtlSSQXRDOn0oaPZ+WWnJhWN9n8Os5EzVDgXTrg/pJR/2NNmmLWw0uxltqESJCm2hK55qvdnRwl8saaPiYHScTnJskkwZurE3MxtrhWsmSrQayZEdy2hi3mkFdImw8qUCjEAWEU9fRvCVZrj+0ZI2lNlYTm0zr/TR3cOAkjxrn03PHZbkqBD5YaRYzgSDyXseP5Sz2IHzQcQs/V7c/8AxNhI33Lux7pOoLdPHjjqO9/RuX2lfSo9rRf1dPddIj1/dDUa8UtD7mi3JSfjMQxn5906/bGZm//JzMsp/5SnB7rfz2miJ3LjTchTLcdhpy4BPFfXOJ47CM6STOYKNn+9griPH934urLHZvn6Xc+xj97Vpf+PsDTMT2mw2mErjhvmlXa0rT58ygCIiPdKW0XWEgXN/47ieHp/Py/H5ra1wbe8dE6LEwfnKVOrQcXhue0j90D4cmgKH4bgRviuj7+LwgMXMbLcih9GDVN4HnTYGZHvVsLnQNtQOhL458m5mNp3ReU9/vdTQXLtcB2qHYNJtwpmS/p2/x3fH+bbRDE5Zqydv4G05rflCS+//3khwAjZbcuSWippXm/2Tkaaz7YCc08HbLWnjnNjXfPXMyWFRa5sI+WQs287Mwf1EEpRp1LG8AofJA72bW+XgfA1lZQfrbTmyHXDiOK98bGU1D0bi7Uf+3Uxo8FpBzgLtEjMgjUy4v6OuHI7RfCM9LvV1nV/Y1/o/XwvXTPR+ua3fuxrJOXUKAx1g8v1e6Qv1X97U/Pj66YDa8VnfyQq1mjfZdmY1fPBZjh5oLXEfYGbJRxPBwuiW9jbPAJC/TXTtoKPv5VwYTlLqb70y8VhE7Q3pqF299pb4+388RH9TBW1gRD48zXmrqclzsaQFUwYsyk3ZuVtOTjQzmznQy1qparLmEy+dOe+bx3IAr2W+mB6T8+bwPn/3Nw6UmnjhNU3Mv/K2wLsjP8CRCrNB1IHpyGlC+slYLyiFR5jax+d64rjNVbWoBrhk+fBcxyJt5PfbcupGCzKuux393Zns3UfuY/RQDic5De6I0bGm4afRXesKzVi04FyvZnWfSwfiTK3W9O7caZ1qyPH2zcDM7NVtGfO3jMERTdJ4RfBKGOXRqDjS6Eif2eBcKcJZPEaKhciWj2xXBmWvKmPtqSRGyRN9bSgcNw7ltJ0bCYaW/Do6pL+9KeP59FTYgCuxrn25hXRORkb5ddMzfuFBmPNfd07PjxEoDZ5vHuS5bFc0r8jdqZuu+YWDYLjHy3qWVw+VPuU7daM6Bu7PcUbfu92RgfYUJZ3QZhfpeRjiy/Zievz5zvVwvW05H8+Oaa1V2kiJFsLv0XmZ6IAzCDR4vat3fm39l8zMbGsWXLy2nFOiwblumKcdpG2Xcwo8N4/02++JP67vSOZxH3PiqCKnZTMnrpjzIN35NzNrm56Vp7XNzDp9PZfhhM9HXi/RMHIGpyvhudWiRnqO1IGp7Ml0iOGD1eQ+tJEfVuTUcx/w1Nb8gfhlraKuYaC4B/vqejHsMe54m5ndbouX9nRflBQPdoYyel90uMlVJWVioR34jLSDLQQLOaQHC63w3cdlOZx0WmiDHQ1kIQ2D9CmT8/3JDSHyb5sJ9pwFBnTeOfx9OCfRbNBm8to4jz0TUd6TPWsNaQ5yT3XQY3FLjn6nhExPVfvEUaTn5uDOvZ78BPJS51uyXW6DuZaInE7FelZOLTEzmyiFOfb0pdk3l6N2/akn4o/96PebmVllR6jM0ag26FwneLEHVS3mcltOBKOmOgjpucPwUFsjMozkphQBb++MLJmZuBZmZtvHmgRv6YuPk2/KIDSHw3f3H1MlxRRcfjcYwYMpvXimoGoNRYRrk1pI3WSRTx7p31/OPZseX+prc/EFweiCqZRuAVFwJRggT4eZDUZHnzvWxnippnczfhCe8eqQ7mMI6Spy1GrN9UeuZ7eqjYHpI1ZBzTbCPWU6Mlr+rM1kwMzMGrXgaJBrkm/JEdkZkaGlY+joQQ1VW4vHMux8N+5EkSzeLmh+vNDT+3omEoneDUIWXJnjihyG+ATVHZLFZ7aEAh1XZdhoVM4dhs8UDlEIMSkni4a7lMz5B8Ny9BZ3dL1HQ3rG3AQaFtbFZE/ORxGGmIU5XrBBJ4NFHK8fL+n+KnqeE60QKd/NaV5d2fmUrqeqtenvpoQ1/HxR/CCiiKMJysxCI/JnGl05dUTwPL1Ti8ETQ8DBteIbmDt3ZmZLQ9qUiGZw+LzydWImrp6Z2VCnkR574EAkk/ORY2dY9rOaOMyVfW0+XEu3M3L2Djvhu/db+g1mMjiY7n7QD5vjLIjstIPVI72Pj2x9wMzM3o2090hf/86N8S2tT6TH7qD18nKGBqop4ewMJU4d0/fcX7anNf+Z+j9OvoMpZXfCzb4MZU+cMnIKs3AsHxSBGMFJyCRcwxhVoW0EdwyyuG58jOyfTJFJvyuH58PKa9hlfu9wwjv7uXWtn++q/1p6zGeYT54LsyK0L8N7esYtOJe+166N6bnPrquAYGtCc9Arz6d29cwM77kLFK2XQ8CV2FIGyuTE+ZwwE+fW793sy6uCUUGOwNrX1fmLl95cjtpTTz8b/8hP/rKZme0Dbtw91mR7Tz9MmpvDei5P3vvX6fH6ohAsTmJf0HSsuLDptHSS4xZeMkmZJAAPVA4mL/eFtibgUlUGiJU2bszL+4oYufkcgeDK6NAHUyZEsHZB9nSjwwKCItKv/I6dTlhIZ3uvpee2UZ3nJH0zs5cqesazuTDhabSIDC7sCvm6M3I9/M2x0s+8z4kVLda1Bb3fia3w241RoZqM0O7mlXZ8ciWgErznwwn93dCGfrtTk7Pj75wLlJsgEbXqYXhnTSARTGuTULw7uqTPJIZtp6h3RH7Hwp6qm+/VAqoy3VawQSSGRqcNJ9LHq4f63Xcd/3J6PCCTkKSEHo4IZSNnkIUyNFa+6W6V5QAwkh5IRyW8OqbwOOhEH1XllLozT0SWaVAWaVT6YS7cai+l557pqmioMSQkwdcd50++o434blVpW6I8XiX4e8cqlBgt6+9m84+inSRAk8jOuUI065Ve2KDe3vgFXfuE5nYJAenNhOd0oas5U2jqen8llqLSO+v6jKdXx+4KDerW9FwPa6icTJwhriUWRZAbyvkRJzbxVkbXfqnLa5Dd/VwcbAmrO9s9OSdzJc1BFohMNMI6/r3c16bnvqapeU5b4c4D0cJOX79x/lB2596wgixPQXpgYmZ2dl/ZlBYCEi/0cI6smdn5bQX0fK6/vKEMx7cPfczMzLYTcMDMbKUl+/BE70Z6vFwM+8rVNTlOBDHoDHcTnhudRdIlWAhCxPRXb4eg7+uXZO+Z1mc2JZdJ+HUdgQNrJd0Hi4PIxfR9iZzbuV2h93QofX0wm3J+/0Z6zOwV0TXfl3/jnhzkr12U7Weh1HbCRfXg0Mxsr6R16Xuj2cl2Z/HyU//7FxP8cY5c3LGJbohIlo8E/7+rKKMbHYeX6HwwM7N+SQ7VUBMpU0Qjvnk8HBeRc27jRno8gHIk3v8wvO5arJe4MSoDtN1RNHG2F7z+harQHOq2sdpvsR04SM0hTeA80K5+SRtmC2iNG51y52THYJjaRskGvpbRJP/8uibgu8/K4XT5gUZOzhvTeXdrem4L4CbtWbh/cvGyIPXeHZHhWtwLThuh+80Y9z8th2FiW5F7P4mUSrhnOtGcC/fOvMfMzA77cvRrWT2frTN6B3RKPH3Gah+myYeQ/nih8i4zU9rXzGwP0H2rKmfP57OZonFucDRA3LRdluFVk+Pw9P5vp8eZtpyETxa/KT1+bydsVmfHZXw7piCjn4W+VLI++BzKkRCFMhCahzVFuU7K3WzrPU509Sxc1oCfpUHdKmrTevlYn70Iknkr+XwplgMwB/3sYwMHL+Eb0Tmj7MtIS9+7WQi/nYWO2scaaphS7kCLq4e1MhYcjasjkI1Baqt2iKpPr0SDlV418e9mSvosx2I+zOOjET2fkW1tLitTchIXO+E8C3NmOrJh788rTZxHAZUjv51RbWq0Z3Qu78cBfR4FzzIL3Tumtm7HQnW9AvL+vjb40QkhmJTnmR8K9rrR1mfPFlEJi2d8ex8Vh8UkpY5qyn4XJHxwas/sBKe0N4rqZxSrNcuy4ff3dZxPCqRmW8vpOaI2lPJwhK+alY1iNe0//1094796TcUd60PhfAa6mTNwTlf7mDe9sAftTep7BwJEZBbictjv7haFpiNJYTWAGDH2jO9J0vl3YmVQ9jpaa5NF2YTV4/FHfqMF/cYdFCE8s6V77iWZrJvIBCwAkf7SkJzvK92wZ8z3Fejdr8mZrvVPrra/eBQyA7WKnt9WW47hNILinYmw57F6lc7ZQrycHv9eQ/vgtTp1NE8eb0hE7dlrT8W/8BM/bGZm1UNNVm7sDkczKqPBGEe6k5B/PSEd5hA9RxCTbJfr6fFRAiGzpJwbDdNgLCueOFg2M7N7FUUuFK6dO5Tz4eXhTeTjGRHx/hhhbETBWJ09UhTze/au9PjpIlKfySDCV87pnq/2FR1mYeTTayTKiHum+K+TVsd6el9Mk403Xk+P1+rBEWMhAJGqlSGk6Gi4EjTP05pmZgdwPmab+g2/TpaXF1EhOLGnBU/nfHckbHh8562ifuPlrpzIZ/pBY4dzYqckh4NyMUQXvbqwkZUDQM2k4ZZ+26F7pj4jWNq5Fen8tGoyUJ5KOUDaspnVNZC710l4OvuIHmtHciJ2gESRAO18Gs5LOtH38zKOzsHhZjAgs4K0Erkph9ng1LKqqwoeGDeoXMIJzLYg4lrSd9Gwrx+H9erv0GywInFAkxCbvUurEL0kavmO3ifT451amEuco5MdbYx3ItAEILPj3L65luYz00ojKBboJg7DagmSAy3K0Oi5knvjwSBTWMwK8J3ei8J3k2t2eQ8FLSNvSY9n21pXbseITrN6k6j25nwI5JiKG2lqDrpEhtmX8RwTHUoi+TN7mtufyb4nPXakjUFxdVPXS/SeqU+f59xfaB/2K/o+50RWe5qjZagDkOhOqZt79eDMFDOyGVNbL+s3atrDfE+gPEUGexiDML+20R1kEMDtYqqVSgnTjfDbHXD4XsnKOaHIczHRMry3pzn6tpLQSdqrY6aij8L9f8/36dyP/g3NV/IEiwfhs8tT2uMWt4UGHw/JPhLt/kDzZ8zMrI0sVWljOT3emxcQ1CiGZ/U4LjhtMPcuf4YTT7/nzYWoteKi3ewGL3tmpJ6eX3ig6LA5d93MzA6gvzS3rwWaBZGbm4dHkqUdoS+HE0vpcfEI/I7EUcs+RneHC3BkS0Z1fyx8H3XECjCYD6pCJZxkPbajv4+x0IiY9POaQLsjYeLlkDJ6uibnjGkn16CpApW40pVzxioyGm4fW3kgI5Aw4KhEwfB/eleb4dvrgrF/qfOn0uNvW/6XZmbWq8hgRB1FUs2KIrDDDhZNsrHzffYKWgJ8p9mhYDRmkIqhA0BOS3FX76lYDfOGz4Qb2OW8UsKHCcGVvKTRY22idODqSJN7Oq9UAPEcvBIKVm4Mh02SkiSUHCCvpoB5GuXC9RewDtZMTmsVBQvVxGDW4IT93U/I2P3trxWBl/fkwU7hQJvW4TjEP6EN56gd08hMv9MRoeMzWQn3Oho9unGaDXIbR44C8n0E3io/S5SwkBCff6stw3+1KqN850jfe6Eso5x+F1Km5J09iIV8OhF7/kh2iRtjtqA5dmYbHMZm+O7DSTm6vI88Upu5ZJ2fB9eKdoK8M3Jm3W6QJzrgcCVCumZmm4lc0FQVNIO6EPLZtj7LQM6vmXpfowe6zt0ZBT3ufJFTRueD9nF7VAiMCyE/Lrg9W9W7OUyCtm3IreTqCN62lObrwan1IiU6gORzzh6JN7We0Bl60L24mdX19rtyKJ8p6Z27gza5I/viQaPZoGN4pxLm2IW27N3mmIJbr0w2M9uLgl3pjutZ0wlnUQjpF7+V/aCZmV3PCXFayJ5M9XEu5XRJNpWSTtyLMicoc/3A38Z+19Qc28c69iCKDvmrda3dC4c30mM6iY2qEEwf0TiChR0FNb9qIRX9tZO6542CnFfqjVJ7kyoEjxtvSETtuaeuxL/2r/6xmZmVtmQkj6Y04dPFiPun9hdbdXA4qkA1ZHJsKLx6but3H/mN3L4cueYUBWThGCWTioUAdL6ymIyHY2ExlqFF1IcT0QAaOHVbjurRbJiALArYAb9hfEtGpZtERUQWSVRmqjW/FxyxVl0bFauo8l05PqwydSSNUd5hWX/HMujNiQRR29G5HiLNtWEIc94Xcfzl2eDsXdkSasH0EN/T8EpwEhtntKFQl4c8BDo+UWJI3FCZmdWKcHB74tq50j9T45t1ba6zD2WIP1H9tvT4Hdkwr24VIBjckVNb3pWz59FxY0zfy6KZ4oEc54O6kMb070kQ3ofsCzazjbEQOBDJIxp6EopmJqeLxnMICPhrFW38Xs7uXEazQakbBhx7dW1QLzbDBkT1fy8EMBvk641thU2OG/VRTfOYw50W3ueLh5p3z5RffuRvzMyGktQm09NFyExwzjt/sHKga2cAwLE1Dv29RkB5WPDikgxmZtXN5fR4Yy7M78kHmmvkYlZ2Nc+zTT3jF858q5mZPbHx6+m57UkFkK93NN+8qpE80pU+qoKPhK6tjkDqKAmsP1H7zvTcW/O6Tjp1/lw5L73wK9zTks4j6C02wlrpF/UeWTnYxvv1wJoC53wfpV1UHwKdPkpSotyo6XAUkD71exq5o/u0rBzkXhWViljTQ3vhPe2PPLqGzQYzS/mDsAd1qwqqd5FlGF9REH6QpEe5H1JQm+T9DrJJ/h4GEDfojfJZuKgu1xIdTj7jg2HZa78moqisiH9Y0DxePAwgxBHS03wHu3m987Ovfyw9dt4lnX7uGQw8XTA9C6UFZuYOsOa53/v1X7h48c1VTPDck5fj3/jB/6+ZDRI1TyL1UzuMxEBG7hQOHNt1I7ikc0SzGPEmaNbhCGFnTA7o9VAI1kueO/hdj/bNBrlklrzw5boQDEbgTMewemZlLMDQVPJmO5T9InSnEqeMBu7Vsoisl49lVI5PQNQGevxh0ZE4XEyM4IO6oGTKnpyExHBDvTMsFI3yDBPrQgk75XBtGfZQRVqWTotXOLIAg8/9zqiciCHT+X/yibA5/rW3afOJH+P0e6rwOAIPritHnk5NEbwRX/B0XulQtE6oUKrsa/7E2GiYlqW212EvBCQLTaEErML0lKKZ2exOeMZMGToqbDb4njfLMtaeoiMv8fmWkIarFa2r+k5Yd0QqskzLlXU9pW3o740vJvemtUYU4MwKOh1MBSeBm1oGgQWFiZ3iwLZaLCx4LSsn+mJfTrS/Uyd0m5ktdJU+Y1ssr3p+nEwLC0EGaALbrz1y7Uf1RyvezYSI/a1Pfk167m99WFXBTDUO2p3wLNgdYhjPrQ/n4k4pBFYUj2ZlLdej2yUzs+12eKfkcHKQH+aBaq6ha9g6J84gK0Q7BT2r0mFY81FP9xnhnl+ffG967Cgh+Z6LeV0b31Me11bcC9d0jOC1sqq126kDwT0Kz7g7jIIwbPADbQ5PuH86aszSLE8LPfJ2c4tDelYMaH++9D3p8dfnfzVcI+wk6S1UPGDGwVO/RPeJ5L4yLv6Ya9nRNrDl26db2mvenRO/tps4tbVlpTB3zuudM+j3OX8IKsdQA/qNSOfy/fv8J5WBFaJ0ztdnQ9DjPoLZYCbo6wsq3jiJhrV06eqby1Fj1eeZAxlJPuzCUTAUL4wK+Tjf1aZOb5uo08FQWGxHOUTihyjRBqS50w0v48ntj+sasGnfGlPpcg+SCpe2w2Qkisa/I2n1k3vBQftQGZIDWDDDu5qMrAYt7YdFyuigCs4Hh0c/W3PgGDym+uwL+bBQqJ3FHm5Def3dDFq2vtAMm+RTZTkG3Ph2y1pgr+6HBe3IkpnZKznIfvQEPQ+Qz5MUbMV0vVNrQrgORyG1kGxKAw2ThwVju+NgZtYtKt3inI7HtS7bKeg+vNqHc418JmpxUWrAU6Xkz+XBwaJsg1/HRh5adhC0ZDRKA5M7Ds9odxwoNMvywbdxh4HI0M6Q1sEkuDKvj8qQuvhtGYgRHS4OR/aIolRBvGfgdJKoNDWcJtY1P9amhZg242CAWWXGCrfxnN6B859+u637eXZYAVJ9F0URSEH5Zs7uCETkt9r19PhcFDZaVhmyk8L8fW1aTHNWt8Jz9Y3DbDAtd9Jmvjeuv69tQPbhSO80LihwTGkH2D8c6TYbRAy8oOfl2rt1b0CAmbam8+nVqeyV/GRHafSBNndJkHA8LKfnXlFpq82mNuLFquaN9xGlPtn8HvYBbNq7Cc+LqO8ABxjrmACBO7WVXTkfvE5Kp3jLN1Yk0u58cV/39L74V9Pjw4SKwMKdge4pAwVx4XoovfOlsQ+nx1ebesaHSQX1Tgb8qi4yAJibBx3IVGWTAorHiFkP6NOVwtyrWSM9Rz1Btvw6s6Fre208zCcKDY8gC3U0rBS1o9L5bWUbHl58f3o8cwcOYA1V40n2Ks5pL+4VwLOG47xZCwheuQctTOyNrDynzR8+CvNp/Nn3vbk4atm4m25GhGzp7PjmOokKsfIOFjDSh0QKqlF4qJ0aRPj2tXDXckK2lnJh47s1qWiGmyTLxMswwE5WHVqXwewOaQNn9Pz+oVChVtrSBMxVtSltjiuV0I00qWb9mmFo+RuMMNuVcJ4pM6bEfsdkgJ/NBiP3xZaQsUtVLR5v1mtm1gRB3gV0aw05b5RZmFm9kR6PjIT3VFmTY/lMWe/g4bTeAZtGL24G4vcRStwzuzJWQ21wtPYbZmZ2fEYbNTeRHDYwHjtMvzKsTYtO1vyWUgWfr37AzAYbELPjBREcOpz+G3fZwLumTYAVyx51UoCXaYfpuyr931rQcxvphXdGR5+FMislOR9PLv+kmZltnhcqQ1FRnz9mZhe3ZBB7CbJBrsjlhv49vy5npz0XUjDkgDKynzwWCkRD6k2856Hr9mBatnBuU+/DnYv8jgz/9Pl6enz7WKnEvQSJfHcfFbSHMr4dOO+HGTkJZWgDpr+xL+RjDqhMP3nn51EtGGGO9qq6NgZZXtxUP9CciAeqdLV23WEgUtMexkZVVtBH/qk77eStTT3Es8TG5mjvhZaCIqJzXWh0ed9YMzUKv5BRGoypK3Zu8TVGDTg6O6URreO7hwqW3t34aTMb5EYOVDTjeCRxvpkC3p9UIDO8qXcwIKCb2LHtKSFDC+tyOMaQZcgngR6dPhL531oDOp1XMcnYflinbSDk7NyQYyVnMs+zB5qLCxNa57xn5yfPHZ6c3ZjqCKS401Rg8MxweGfUQ6NGIlOJw4ngayfS92aBBs83tbbbVb3/cwchReugS7g3yDtBq26oG+5vf0H7Evu/PjyrPWyioXtdm5NN9DGOgJbUIu/ZSc4xUcKiae1yL/l8JJmqx403KKJ2Pf7hjyaI2pEit4cgBp5phJf8cFQwNnXN+PLJCXt4JkTQuxC0XGwrkqan7OkWGkzC7gMkfEhn+IvmhkodG6IKL3SCAbpSRHcE8D/2Qaa/BmLn/Wzw/qcibUqE7pmudAj5oCIDXgNfyavTzMy2+8F4nj+SUW4MyTGqwNnbhg7Y+HFw0FjhxXZBTNF+ajWkJT80cUPfiyi3geuh3MH6cIjcyFFitMbS/mv7gcdGhIeR/RNdbfzUtvp09n1mZjZS1DnviGBmduNYKbGZaniubKt0AKFl78NoNti4eSkTDMVLbfGSOj0hAl979HPpsW/QB0i/892O7Cynxw8mdH8rSW8/b/ZsZjba1Dtn+szRoX3wR6gXOLl3MjXA0yZERjIIEOhQeLUbU7hMg3Lw+zzVcQij7Zua2SDyV090BFmF59Gu2WDqt5UN10O6ABFOqtfTuaivBXRxd0rvjhWry3k5+GO5sJHM3JdcSHtEa4ZFSkzpOOfvYUZz5vLOb9lJw98HhUQr23o+vfIQPoyq8YRcTu7bSQVRZrq/wiEKrbChUnSZCJY7BEx9vasgFJ2OupPzmz3QRXKyNeXeo46KmRyJIgqMmCafXpXz6ZV/5BpRnsKzLWZmlSMFS/6eSLPg/rI8qczKuQdBfmJvWgE2bRuHo95mZlEr2O4HZ5Wqnd7RHDwY0rxJ/x57CiUlpu+rktm5e/cm9Q4+/pps5nefUaBH6kQtEQrfLIGH3NbaZVsol1EhBWTycDk93qzKia639CwcoaN6wAjoPZujcmRdraGJois69QO8QyCRX8oEigvbMpJTy2yBI9W8HqKvy0PKSFXRs9fpV19J8PYNiahF1rdC5lFnx50zM0WC7LNGg0qULM7rJd5vhgn/bBsVpPg78nF8Q8wDBWAlyvi6nMjtGXnVpaQCkj0AKb/BifRMLzEk+qg9vfYz6XEfETHLqi9E4VmQU1aGcekhyvUNk47c/3zrQ+nxv3dFm0CnEhwtpnYetLWBPQH5jYUNcQs8UuK9zR4oBfHKsIzZu2dCtFZooohhV987ArSP5GSXRiCZulyUIzeJDWO3HowDI5/zkZxhFlC08VznSuFds/R7a0wBwrv6UkWP9oKjTsmJIaSdWJCxVNIG5lHu5YwcwCoaCUc9BQDNBM2oQkGezhI3SfYUXDgIEX9mS04EEVeK9DofZwCp21XwwpE5fpS706nqe9dH9KzWWvqNZ5phjrXQgeE+VNprGaCaSNE6KlMHx5MBB3mpHsXTELOP7+KBIvvtRND0ABSIhSNtjIzs89DJcgeNmySdk4tNOQavlkI0n5sTUlHAdw3vNHQfu9qg/P1ePdImsjz/vvSYqb3DxB6NgO/YR4rTsOnk9pUNGK4ma2lbqOfqnHibdOC848n5OtZPl46+7v9OWcjXa5vhXb+/rqCoBA4aK1Ln94Mt3YOzlO88aovNBtPSlgTLXAcjh5AvKclRLSR8pDI29ZW6Aq8BsVUE4atj4TPkQ09CMJ1dKtwRJ7m9YrpnOoP5Ehz8pO1XB63JyjVosWXA0eyH4O3SkVA9yl5sYr61kobn7BLz5yYUhHfQ/otBOPm1PpiFubmGtmiLYQ1NtjSH6cjTOSNNwt/ZgPj4MDu0YA0mz5tO+hYCetoHBuTX+jfC3zWB1KEohvPGxxD2UYIYU9DCzHZBfYAqwuPGGxJRe/rpp+Of/KngrLBMPotU43PtwOmKB0rOZVyoSM28t6dMWWX2/LCIkRfiRzeoPRDzi30tLk4kphVXi0tmZnZmXwgYK+CeWv+V9Pjl6eAwFSHYeGYPUDGQOg5H5Rp5bVpMu71aEOfrXBwMLDkG5DZRcdqJ4UNA3D5dBP+hpDQGqwHd+WD7jQcF8WYu7CiSdidqfEUGY39KGzyJvIxcvaiD72NuVQ7VxrRgcTc0N9tKbbztUNVAfRhrVky5MdqzenqO6YG1nD7rOld3CnIGhiF0SYS3CD6Jp7YGNIEa2uBJVN0oht+bbAklce0os0Ex4qm7QG7qYRMkcZZziZVqK2U5TD6o61bpal09MBku19UqQ/vpzM6N9JiVvB5EbWeBdqDbAiUcBloyJQ4RNwk6td7yzMxsdjc4NjSuo6jaejAi9J1Vvz7Y5HquefORfzczyyStY9ZremZsLk8JFBdgrhxrDh+U4VAAzdkHYuL32kP6ba2jdf4kep16gMPUDxHHXTgGbM02vxNsDB12Dq6xtVb47Wf3RKZ+OClnYPxIv/egrHXsHE3qr7EH8UChQxI4McBcrsqJYh9WFie4rAc7W3D9sK2cF6989FgV2N84KfSJdofpXM8SFMBbpeYgMy6O+rNycBIaklsj6I4CGQ3/vondk3nG3GvWRkKwMHGk58C5wgzB/WpAvmjD9gq6dopV1/IInBPOLIEQykqVgSg5+laEXNX9EaFPM004YsgmeUEKU7VE01no4D1UKXlVBwJMnnFhTwHJQcL9ZIEWudPMhLmiQQ5BSKOq9UxdP1YTu4D9c5en3lyI2lG3aJ/fCAb4rZOaKMwtO9mTBqU3rMcxvSeHgk7baj88+IXicnpuLidPOXMsT9knFYsNSPQnH2MEhr9eCAuQaVSqGrN6aL4XzlcwuViiTkItm8I67Dv/GEL2kGGyRWFzdPK7mVkr0iKomBbol1phM3uiLkfm7j0ZySfndW2Mcu82w3O9jMXO5ti3R4U4ntsNzlUXOmp3str4fut1oYR/aUZtdBwZHG5ro/5Y8TvT4697+FF9NkEVFia0QO0ADgBK/0l/d8cmrsgwsoBgCoKlXiU1ngGnzEBazegZ7tXlUKxlwrMaivSsIvSOa5SQHks0erjhzLaEtJBLczD9qGYQDRErdpl2Wmx/4ZHvIjLKDfWpltbVcS08F0a5LL+nw+VSNdW8omsStikKe5KTRAPPTdmRQzOzqOsVmRI5HUGLnBzU9F2w1uU/zMyu5mX4mT6jWPFk0ilivaW1P1mE2GoPqbSkzVIJDbopP8BRR+eB7fHwHl32wMzsqQNx6dgX1lFQplcN/LKNshyqK7tCzr2idAUSIOzGcdTXumn3wrpbR69h3n+hjCpCdLfoJQ3a6+howKBmNKtnMZwUevDd5iB2PVqQM5xvC2nzVnmFop7VyDayLOCzthNn+Fvaeg6bRQVelbzeE5F4T6uSLlAAgkVn2LuNMBBi4EDnjGP2bnC+W6NKSxIxopr+mAX7RxHgGkSQiaLW40d/b6ij536nI1vjxS9mZi91goPXrsqGVWCvWGz18f1g2985LkSaQuVdqB/87pHm47uLIXgvo8q7h+5CedjEXincUy/SnkPnrA1h3nhE9+/KDLNrJ3NcB1C7RLi3iK4Tv7asQP+bzuieiXDWIlRTP2a8IRG1Z689Gf/yj/+gmQ1WJNKjnzsKGwarNEk8H38ghOLBoqJNJwwOKE/Di+fm4hstW4S4Z282yJ9jqxpvms2+bsMQ1qNejWuGsYcmIwyiIFVoInnDWnJwBngjkB3YyoYNlYuWE5QbrfehJL+IfCXqzI325Fx6Xp89APNocs0o33ux0WjlUAZ+iPTyEAzQdhKNUjWf5dUH43LI3YHnnCDfgBIQr59VCbZzk/YgCLsPUWWiA0e9sNkfd/VMLsdCUX/nWLyQ2SFtAl6hRu4bqzCpy+ZpeRYFdGGUyHPagoabI0lM63Keb1dQAZtoCnIjYq/DhUM5htRScqSApf9EGohmOZrB1ClbvpGDVzqWw5BNkBYWNFD3jlpjY9sJcozn08IxEWU3+M2M1pcjcmZmh0ivsgvBSwdhjl0Y1rysdnW95M34GqKYMfspTm1orrxYVwXbVC7M7wGtQ9wzU9/Oc+Lz+WJBNAO2YWI1raete6BWfLEifpQ7Z2ZmZysBMWLDdaKadBiY2t3Lhbm709YcPJtZTo83M3IS3JbSjrJN1XYXHKwMAtYEUSvvyDYyFc/MiRdFcB1wkMPoGQIzUVjoJBBdYdDjtpvviLJBu2NA1JAG9G4r+wgbvX2c2eAe5K3ZpjaVAuf6YVra0cCXekKTl0ooPABSzVZoHiAyK8DqVoq8bvfCu1nsKsAiQs69lnuNB/qUKbo5rizDAprW75TDXjq3psBsd1zBPUGRn19RAcGfHg0oMAXOObxi1UxdQ5hG5vM5KR1sZna/G579e56svbnkOS49+db4v//BQHJ8tqYI/m5HEca5XNjkCGNSE+lxjpin0mjMf/FIRvIDYzfS45HVYLj7BW2ibEVBh4r91RyVoRPJRuw1EMA9BceF/fmSUrHDeS26Sw2lPA5qYaPlJkLHh4iIk3qp61bfxHOdkWHPJO0+SP5/nFM30AOz2zCzwY2KTuZOUY6Pf/fYnpxX6oG5PIHZYITl/CY2kZ/GZsd36jpQjNBXR8WfmVuHICWGb3g08PfHr+vaUfnjTj35SiN7MoKHcPa2ctqUjrrhnekNmV1r/EZ6HEPD6v5YiEAXthV4HIF4zkCGlVjuPBGJoqPyezsiA7+jHgz+xB2lgQ5mFRQNBDJA5bxCrY00ERXU+Qz9uXIukXh/vq33SCe6MRM2GBpiCnYyLesEcH52o66IuI3WMJ9/GAz/N9SFVPHaiKjx/Y7uhrl5p349PXduXQjNxpTS716owIpOOkbGinYEWf1kcy2iKICSAxkENce1MK+yQB+67EMJ57u0Kcd550y4flIniDiSvL9uYYN29N9ssP0Ri1AYcDh94OzujfQcU5vkFLtOGq99pQhpGdBezq9Lysg3a9qz58e/Tp+FZJM/C1b0MmVI8eTJTQXhd8bD3nt2U6gl0ZyBkdhH2j7yk0kzmdtXYOCc4DwE1Y8mFISU9uRkO4eVc4nPlfxi72xDZJFjgA6Dd+d7CZ1wti5j1sd14j57IGfw/IjmB6vmm1ld89RueGcMJksHCP4xF9yRHWhRl5XTy9Q421tN5INNoGNNQXHq000dh7XNzEIL9I3bbb2PxaICA+8t+o6ro28+R+1/+KHglLwz+zsnfmYv2azpnHBDeaV4PT2+CkFXj7BJvH9Y1wRjFOfGgerErIBkxRgXuTuJn22KJ/b2orhUrK5xAifTiOS0FCAySPKt94D05tJmgyTjhyPaBMdbISLmJstIohpBsbwRJuPluibzcFfX4+ic2aAw70uJrAkFJOksUl/s/kFY2G+PIeWA+9yclENFVGZ9JBhl9ulkIchyrHu60gmODZsn77GXJbh0RYh3uvPBdB/781FaZa3/qGwB75m9XkeRBj7IPKo11urLYE4jfebtnWgYWX32al5ckMttFds4sZ7BBN8/y9Jdf43FBKwyY6s0IlTeime+IU4lqw+f7+naLhUD+kZ0lu226FyxEMgLaLi2ieCxKMQdhhuHeu7XhhWVExHyqs9KR0gVq/O8H63ZYDN3F6ztIq3NBuZMea2VlsxsUFD5XlvPnbIVG1mt41rUMLPBzh3suUhJjRejYGOut+QsEgU4hEQOe70OdcJvUAx8y1CkkdF91Nph7hJp4GCacMBJzoV7mj2Wo0oHmAUL7jCwGn0PDmABKBEdCh90AJYPNHffmpFz5VmGIdBFtmsnd3+gQLUXbLHg43FV2D6Iit8cEj+Z4sh04PydEWAg4jjdRQCYoFXks90avp4eLx4rO/PZfkhLnhnSHKYoN6UoXugJRZ+thH2VgekvviYE60OXdD3eh5fFCCsZgSqFjBxHaq15GzYqIpDqQ+7rUC/8HZHOx+3LA8UkCc9tA110WsgKXdiXb+DcP7br+6Gbouz82cs39L1w5jyQeeuViTcXR62cbdm1oWDEdjNQbAc063pWFH8cgu7M5QgVokAoRGDUYs8A2yAfzVMWbGZMx6ELqQ42CnZV83cUhFBslkBCbzxaXUTjuwLNoHwV0XwTEU0yhmP9LuHdHrgid3NhgZFLtd/RtecLWkhvGU6uTfZ2wDAyNcyy6zFLEEPARCyw+ExT9/ShTCD1P19RSrqO1OAkIH86FO6gUQ+KoqnX4OB4k1460L0Y8wCVvIxGPereogBrU0ZufBMp6snwjNk2iEUai/tynH87Fm/qLaUwN+9l4Fjuq0x+u65I0ZIUHInMRH4ud+Qk0ql3pHYfKU7OUerhOUE+AiJHVXAiH3RE8xb+jk4EEd4iCNUefMRlIbKsliW6SDHRjXIw+PPbWs/UgTocQdot2czf1xav8agjA/6ZY/FjpqohOGlhzRTyCljqx9poSc6uJNW3qxNCzoiGUXcpn1QJvrSv93llWPZj1xQ4UNjbhUz3kSZjOpjz7WLfHWB9FyuE6eCwhZgjNwdoy1cBSkRJFhcCpf1hT05PcZqZFUxO25mkkpPp+QhBKivs3cZQf+xOR/blmeZvpsdFbJIeiAyhGn3SdO05aKb5PGdRSb2jtU3pGKYzvUAgMwyOJ1Cr1Syc76Roik3CiUTSKaEtuTUeNAwLKOKhiDpTid6eibzWpUOIQKMF39VkfhwbqjuR9XgdfZWfMn3HYYKGsqPOBy9prVA70GkizBosdOSQ3o11PaMQ9u4kQfReVvP5wo5SmyujchydMsBgkhy+mTXZh09Vvjk9flsvvI+lh0JhmRpn8Ooocozn/qefAB0C3Vyo6NCHtNLjxhsSUbv29LPxj/1kMLZLa0JdqMLvDsMLkYzvU7HSQ6yyo16Tk2gpxnl0VpE/iY+e0hlBOTg3pS7TjuCgPZgJTvXMjowv4V3yeGZuhQm0uSTPfWxDC5jin7frctaHEzkDKkCP3Nem7T3OzMzuTYSIbmHrRnqOsPJAyXPioIyAB8b02UFek5zcnHKyEZNLQzkRDpdXYHcAfpZcESJxU0fL4RyMvfdFNDNbG0VVUqIuXQO3i++Ov1Hbk4PnnCfnO5kNiidzeGUYUR2msA+Q+hxoEZQgWFQsp7Ak5SAc2XstJ6NFs/AESOZ0YF0tnryktSEZTEoRbI6EjYjpAb5zIjRMMXkniN2i3sfcfTmc5KCtJUT0KaSUPH1vNuiIsgjDtfoWV5CizOp6Xp2UbMVsL7xrdlhgOpjz/KVSWEuXe0IDB5xQpG0ZRHkKhhF1BxH6XEObnaOLFO5kVwWSmicOZT/cdrFnJZ1TtvXxILK8D84UeIAri6I1TEEzyos+RtaFin9h8hvT4ytdbXztBEV8HEeHnMEm+gLfTjbo86Y5w0wGK049gGaBCZ0aclg5TuIePc4+uPA5nyuRWj5jDp83RHpfnxafb7ynZ+8IVQlZEa5zR+HNzC4ePUq/WKsJURoFssMm557JoU3hnrE1paDYpUwGenYCRWTFavYEseaNEdmM6W2t3WO8ZyfsO//bzGx8Q5/tlRAss7dmNTyLmZd/NT23d177IBFHXzc7E+KIswCnWZOTyPSpKwyQn0xR4TLOHw6H66G0ykBBVEc+BcELR6K/UtXnG9JRo+Ct92czG0RBckmVJKtkSIBmOTI3mqEEkuamzooQquL7+Sb6MPLFUdyVrT+8yoc5/dVhwcbDPS3iasL1IJ+H/AeWmjOy9w2cROVbHUXg9YKMtT9Dpv76QNye31JE+OFsQLsoWcGUyGiE+4wVSbsOFlNJ3Pg4sb3h81v3JZfhxRFmgxWpVJ7/Yu0DZmZ2ral0OCMiEssnHgantYfK0tdHRO6nwj4X+VYxbGCTTSCnuHZP95mZlePwjLf6eq6zsebdbk7G7KArp+V8JyBtnhozG2x7RA6FC4+yr90umjkzOmaPu88XAoI3U5ZxYZudciSjPLYbfpvpXqJEHIxo3eiSE0Ox4hLlDk4Qt6TjRP7Hc81Ppscbo2Hjun2kdf5crHQWnWTnIJ55XTISq+eFZHJTcg4RNwMGPTcjpT4p2eP3wRQMJWno1NXWwt/dWvhAeo7VcHTq+Fxd/Jb8wwEnEhpezv3j7zKVz5Y7zRnZIH93/OxAsIQewy5bEAH3pLPIoOfFjp7bXjM4s0+Pay2RtsDWfs4DI1rMZzXawUbL3s1bwQncG11Kz+3nZBM5XMqGaAidz95AH049e+c+M8VL5JhUBkfouB/QMZpeVzBNKou/awZ3nGMcvSSRxupNFn8x7eooOSkJXOcEGwboQImQPKVntiNWOjbS40YcvnvpAPps7MGMwMnTi2ZmxX6YQ6QvZYAS0q6k3WOwTppj2rcYWHLduINKO3GvJjTc9fv4WQZ328issI0bg0y3CYuXn3pzOWrPPH0t/tcf/TEzG3SymL9/vR8M+HxhxU4a1Axa2NEE8gnojajNBiFk9rtzzgKv4Z7JGboIThAnvFfosLKOVTLTK3IMu0kbGS7muy393bW+PstI8fZx2BCfzMjYczAadV4IpSOigWSThhc9MKpgeoDnO7G+zw0steMGWtZgnvpvs3feaxPaUM8e6d0w7eZpHCI4PWT/WTnrKZRjpImYVqHTS7Xr9STVXsrIKLN6lffh8gkDvBJ0SmCvTzpG/h7IhaABYsNrdz5oMAnBU6+JXCnfXDcKup7ZptIV7K16tf1oZD+g+H8EoUekhDxoIQfnwoG+i9W7jsRR8X5gw2DQA06cdwIhasPghWvTUbntMpC6WNfLAOAgEfqk7l0fWCXnNodXhvF3b/Uf1aEzk22iI8fAgm12BtT2k7nJlDyRIxLL2axdX4Y5Cq4Vm6e7xh03eMq3bAzLzvUsfIZpTXbdYLqfc/AgVzczFRqZDRLO54bBD8yGtcQglo7RSk72Mc+UeiIZwcBiPAk8zL6sECbZgAcqD+FQxI9p+eaEeirvU+ybqv8zBwGJZ7p3s35ydeLLB0vp8dtzgSZDNJk2nP1knXJQBZXhGDphxxkdOwpE1QE6tbyek9YSxWFvHmtO1CCH4gHgWF7OaaOrv1voAdXE+3Dky3t+mpmdgfwPQRGvOCU1iTY8d9hIj49G9az8uVGaivxS72NrZraf9IIlUulz32ywByirt7e6YX68/erYm4ujFluURk2jB0pL0dN9ppdwFg400W6OCuZnzn59TF781G5YSAOLEpEkJ6tvyvWHcvTKY430mE4EJ/zr2eCxjxsKHR6TNnAZADYXHy0rAqU+DKU4LheDEct2NPE/29MceffxL+k+EiStjMnKcae7lB6PF53z0UjPEQ3jhGdjXl/QJC87YdtssJTco+ex0ZMJ9KtDMmwTx1qYpcOw4VUaOndYF4LzhaIqeJ7pBNSF/fKYghht6RmTUDvfDXA6DcrvdL8mPT5TkzEaSoosOGdYOTd6LEeUxRvemJu8E34HjaPLoXTQF3GsIwePBOeTWvksofcmK5YpGur3SoHJlZaQw0mQk5lC8TTVXF/fRSfK2y2ZSdeOzhkj7Sa4iGWgR8WEm3WENBnRRV6PV1FOI3pmBddv9RUMXBwJzicdOW7EeXBpcjh2sdB8LCfiCaSwvpiBRlPiENBuUX6C3R9oSxz1J8pOdIHctdpaeDd0ADcW5DgTSWC1sEv9EL3n+tjv6fxMHD7LQgkWBdDB5SZX7YV3tw6e8fWa7plyF5VkLjCwmG4vp8fnjhUUD6QHD8L8p2P1sCZ0vtPX+3cUiIHVQE9bokuwbePbwXmIIZKdPdK/UzzZaR1jm7pPFimwyvY9XSG/1k4CS6xhymFQ2NrlLHKoEP3SzJ9Nj5+NECwlFIgy3jMbsc8dK3hjgLOXFAMsQbPxSkFO1F72UV4i6RsjWT2fWz29rzt72s/eMR1s7QKuobwHHiS4qpO74TMUDKau6sqc1t3IsfZJL4Rj5w5myFiY5VxLz5SYmTXiuu6T/bxjzfPP3zsZweV4QyJqTz/9dPxTP/3TZjYYVZEM7ZNqrKlFQnFPLjQqrw8npHcWBXgJs5nZDrRZvBnz9IEmEsuuv9QBhFpV1HxmM0RbGxPiCpCUSZjWjQO1utqI5uuRIkxGqw6LE45tYSM+RkrHHRG2umCk0OnLYFazj3JBiC6wXQpTosUEdRrtapGQyO9Rh5nZvIVnP9CPFKkGd8jMBrkQjg7kD3UNx+id6JwHM1X+cJNkqoULlBvixuSTA39vZnaMNBC5SV5FyPQjFc2/2Id6e0nG2oVFqTZfy+naiL75czvTFx+D0gh0rljh6WRvEsiZ7veAxUzGjxsY/47FDUSqvSKMc2l6Sw45h3NFKKfDBu3coKqbMsAuQbA2LiRmu6NNYi4jp+1eL2wuXvFrNogSkX6QtiNDMYqnWc0GqQGs+vRBRHq9gEKhQ23Qv2chcLhawUbENj0DPVJBsvZNFbadNoM8QS8ayaDZOzl82T0842kFC94JgTzR10ffkR4vN/SMr4+G63cZAjOzHCQQ6plGekzUvtlPBMNj2QSmF48i2VJH0vh8iC59Yl/O59eMao5tRsH5ZAN379drZvbO3ifS41eqgf80hLXG/pWsamWD8QfH4TeeO1ZKPos9g5w3l3/KHuk+usOQdDqB72imjAS181iwwUyGc3UpYzMg+wIQ4uFYAhpAD43XwB6hR7HWtneQYMr99YL2u7M92Y9GMcwLdkpYryylx2y9tdcTKOI9tm/ltLZdQ9Bs8Fl40MM5cYiA9rUDBexvi8ST9ar/6o7sxH20e+Q1u1PLeyb6RvtIzqAXm01d+5o3V+rzuScvx7/xL/9/ZjYYSVPI724xoGQsI6c2FivH+HK911h+Ezool0QMZR851yuiZ8/FUwOZsYUqH98c2MCdaQ42jXZHlIgbhW0z6HcXQ3HcCe5s5ryT1/ee2VD1TDdBDFklw2KBX9kVYvSu6bAJPC5dQ0eVHArnGRANqsMZplq2y2xQjJbE0B6eG8nJjuwNkxjKtkjk9CTRHXtPzt8XujRoPFlFFozYw7JItFNA39qQ6vBCh/0uZA+wCbC/HtEDR1+pUk/HmtGq66fFcMI4Xqxoc6UWm3OXHlbknBAlGu6A75mgCiTQEyGmBAobl88eBWN9E+3KqFtF/lOUNGunEaRj2cQ8JhH7OElLExllc+QLDfHVdkfC/GZrsodn9Hxo+B2BIarpTd3NBonjt6aFxPkGxnujQ/VwXNfmaWn2I2WlY6MC1BJthgo7IUjYnxUNg++GDp7LqKQyLjZIOeB15uA8OMKZRcqoU9f1MABwygVtFHle1T09N3aBcZSYrbLYy5NOmc9/Cun6xmk2qE9Ih9qLU9hDlqlNpsfS68K8oxgt7Q5lfdzGsPKWvDyuFbdRYw9VpEIn+uF57TXkZnnP1e1pBPdoUM6skAfsdNhpXw8hHeJ0j8dx8YhEEuH2PYo2ikVwFB13VJsI4HGs+XO2cSM93gO3ayTRE+Uc3JuV08ZWV26vWNHchnA8dQQzWGNesDK8rme1NSd7NY73tJe0MSSAwKwQkWPq+nkrxTddU/Z+Jp9GfJ/bh6xD++fS46lkYY+gQXeENGBlQ5Hi8uIH0uP5RJBz5cqH03NztxQpNadkaIrJBBpwPhCB3pmSg3P+9i+nx0cJaXd4+UZ6rjsGTZwXpHlko8FhaE8quvIWMmZmQ00ZEm4enmKqgABaa9Jx1CQv7oZFNb+xnJ7bm1d09K0FyRm0jh8lJw9tit+Qr2oTGDnARtwKTvTqxW9Nz5XLSJOCV+MIBTlqvSK4IkTaYByrSVXS9igqke4oejqcllPST5oRU2aB/URJ9j2EM+hVomePJK1C0u8o0nkj+WCUaeAzcMhZbUyRTS+KYfk5W56hkj4l15KE//Kw5t2TByqs4Dv3ObuwJwpAFuKn3Mx+svktZmb2njOaP6wQpGzBuSaqPpM+eo2W7hPg2oCD74NdOYpQky8jhZltYt4k35FfW07PXS2gCntU68rXJoVCmXKnILI7Hyx+YQDFDWy0LyfI0V46zmtjQipZvekV0KywZuAxd0eBQ4Qmz5Y4tQO8xXXZnd3F67q2W0F+oDmPdB/I9nlsyl+Y+Ib0+JlGSLvF4L4x/c754Wg3+Zk/elu8rH+3rnnDlJ93AmA6nAUmHJ9thOv/hsMfS8/lhvVZVojS8fUCiBzWHXs+Hw3LefAejtTquozCnS7umSi6FwXNw9YSUZloAO32wgsgpLsLct6nV4X20ua5g8bUsVepmg2ux/TfDzV36QCSd+XpbkrhDDoturYIQa8LO1NP8SHaTU3toyhiJDxjyrdQAJ6KB0S4N8fDO68X5JAObyhgKQ7L9hcb4bv7Rdma38vLJ/rA+g+lx7cvfH16fO6Vf21mZp0JOYjkVFKf0p/9MOSYumXZgQwKXerMOKBby+PGGxJRe+rpZ+Mf/cnAsWKqzSt8zNR3jur2bJ3y9vWfSo87IzLAPvlZ4VS6p8qP7SvqCuCeNSuR2CKFApkrdVScJtB0EY4VEbciyoc9EooQdbVrU4/8u5nZAYyVN5rnfdC4cGN3UiYjsAz65VH9f2XyupmJX2JmtpPRtbOpMlEOTyW+mFXV7LNHcoAH5AWSDYzXzubrREOJmHlUyPLrbAsq7UiDuqNOiQg68t0hENLhGDoBngaThq9PknFiBCnvQedrfvNGekzdLY/GiKIQaShiM0v7iSLy68JZ5vwobOk6+sVw/avz2lA/varU13fYR3FPYTNnL0euq9Id/fb+ZTmJXjhx9r7eM58re886okgJEKJrpYaM/OE4REgTB5+SE51hoSeUXFkthSDruC9DPGN6Jg/6QpQvJyLYrpFlNpjCJRrK4OxoOMwxcu0GU0mQk0k215t1oXqTsZxe9mckglXaCZtAZ0j3mUWVZW5X8783HH7vces5g/XRHNf9V5Lga3tO85KaayzeKCSB3isL2gBnetpca9j4PzfxLenxk91AAVkuCSXpgmbx1M6vp8cuck1EbVD2Rn/HTIVrXg1tsvsDugKgoMWRWiKO5LsyiCBNwoOlTEPPff+cUrEMOLM7weZ3pvSsyYcmqvm5cel9PdVJiglgX4YeKMjYOat17OgpHevPZIH6VmRLzz8Ma7M9pACBVA/y7ton2GMWD9Gx5Ge9fRd7WBcOgdg3IGA9ps8w3Z9+L1qhFWETbs+/38wGdUOJyBLVZIDoe81rddmtpWM91wHtySRoYZccFnbRaSVv24OP6afe/mZLfV6Jf/1f/SMz+zKxWrw4TwO+NPb+9BybDnPkMVHaEwEWZqUnW7nkgBJ1asEx8lSd2SBRkVwqbjo+2cpAol5eUDR7eVPijb6w95eup+e48Om0VB/IobRWWECdWaQa6AwdaKF4FELOHKMGEjh942d6gJwHci/uL6haZ7cbJvdST04NS/izMHyOmLSwsDuoWsrDUSk/1Cbw6oVvNzOzxQM5DtTEGV7V8+kmmxwRrsfJrLD1mPeIpXNPg0gBXv+OUVSZMY1KUjMrQAtRuCZXhzczq6LvH6M8Txl2YRjpvHpPUzOzqQaefUI0JopYRDUleX7NROKGRpmOc2ZXKZrjOaVgCkm/yMOJJd0HEG5Pr5mZNRJJkYllpSo7o5AiAEeNz9sNMNfEEd7jz60rOHvXYth0WZHHuUsD7pVvIxuaX0ScWAl7UnqdGyrbNPWx8fmgnAY3xvyubMnmggIcT/PlDvV3Eecxnrc7QVS8p9OSwTv1CnMzpOPAZzuuIf0MW+sCoaShHOYhSdGU81kEAp7KHTyGAzy6rUDFEcrPlcUve+uB9LXYI5b2en8izCumXynxQDvmNJIuJHsKG0qp/ubcn0+P37P1kfT4YDqsIba2y+wj9Y2xey44VLsFBbfz65qP96fkcM1tC5VKkXPMD+pm0ub5WK2hSO4QATTWbh86nD6I9nUeU0jn75FByGtVXXsxq2d8bjNkNVjcsHkWGoH3dP9rZ7VeXauSwTb5lezl6W0XaQfpyDF4K6zpPbnDzPQq9x2ixJvDIUD0wgUzsxwCFgb6x5AG8fVde+e3vrlSnzu9YfvJnQ+Ymdn3FBX5t4g0JePyoVJUOTgnx4geNy6I6+GpjpEVTfybi4oUR2tyYGoJt4IEWQpL0vvfQ/9J5xC8OP2d6bm33tN98NryidFhumKgSTomSreu+781Fib8bFsLtIrocG1eEd/ofjhPZJDjGDpi7nBmekIMjhGBZpG6Ydn9aDcsGjoDRHvIIRlKEAGWsA9wJfa0gb128dvS4wsbwRHncy/DwSF65tEanTNuItSX6iCV1EzSZtyoiFCwgsvTp+zpObIF4jhSN6woHD8IqTsWP1ThnK2OCdny9j0cTNsyBcMR5xOdLLyP4vpyerx+QRH4xGpYC4yIifD26tqgyc3xvoxEl7jxt6t65z6YuhhoXI13U9hEJetkeB/cwIi0fMe40Dw7CvObFXlHUN4nV9X5rizlp/gt0xlTQFQ9wLs/oQ2nWJYTxeImd+Q/V/1geu5cQZvIBIJCtk5y1J86URUEfeS7numEzY6Rfwap4xjOMiUMfAPvlLW2H5Tl1E+Ai/sgSjawrNalz2GzQWeInFnn0t0d0gZ//gii3Cjo8QBoNBbac3tcSORMazk95pz2NN6t+Q/o2rtauzeOtZbe/9r3mZlZYRrVjVj77976mfSYtsuLDIb3FLAYAITlSxIKdhvLzjB0Tmd3lcIkx8rtPJ2ocw10tgFHzfuQ8rv2gfZwfThS+2tHCqo/UBVdhAU9O6NClxvl8H10WkZy2ouo4faZoT9lZmZvzYkjS6fv9pJoRkt3P657SoKTifsKivooQGPhltM6uA6YWVitC4QYRard+Xh3h6QI8MT+p9Jj2iDvBfxKRcUGFwqijrByvwDJpjrWxePGGxJRe8vVC/Fv/rOwqCJ42xxOOmS+nZUvRAcIPXvkxgpJkiBnNmWsPQLPHjTSc55S4r+bDW7m/YS7RP2c2TtC+6KGFoeNhEnFlBGvjZpJ25NyOMdXQrn63QVxE4gSLd5VtVO0HSbS9jUtGDaGZ8NeT2cWDmSUiDSwoo6cnrGdsKCZojock0NKUq8bcELMJEiXUc1kcAIOZgJCRQSDKQqvcDJTNQ9lBFi1w2bEQyBie4RFJ5Icmzx+21v9HIwiVQfH8RDPlU6yP3t2nWBKhFFlJuH+EWU7nNK8olNPsq8Xg9B55+/RUf3S0r9hZoM6SHROqOe1M9AjNNwH0VumLVm96U40I3h2sRiI8uHUe2PyqKt54Ok+s8E16M5c7q6u3YZRsYtAx9GV9VlV5rISnIjj58e/KT0u58Lf3WnU03Pvq2jjIzfn+74UHLS/9py4aETX9iEtM4T0uSPOPSBgRPrbaNBe3Arv92BW6C2RfnbV4DN2pI1I1fPzCopGc/o9F/4mfYP3yYyFAXXojSY0AnAnWb1K7uNLtWDHFk1oIKVn6NTRaXeNs4kVVPrinuioRgmn69bV70jPLW7KGTqoyzkfeaj0mGdW+A6IxDB9nHJYM1qXDCyZ4ubwNOc2OtRQUoLq/n4ddMjJ1fT0vJkCIHJkiU5TnoUtER1J42eJBk4eLuvaElvaQlaEaUkO2vajsfC8B/r87uj3BvbXJJ2dg7PcHofoLJ4rKUc+//Nb+t6VSwqc5l7+FX12qB5+F+92b1oO8kBAyixTsneNP/O1b67U57PXnox/8SP/yswGKz1pgLwlTRfSEdQ7Yu8vksErieHPAKbduiR0IY9o1VNpvQq4X3nlpmk8CDfvuRQBJEIG0rZ5GZr9ZJN3PSQzs58rfE96/G1NkSTbQDw8ii1tQUEfBnxzVJv5VPIsiJw9TsnZHarsMaJywN+8/0JDTsl+4kTRkWHamovnaCQssMc14ibEzPSZp2vinL7392raRJ9N+rqZyYkid4eDjjWH83+o4k6IvTEjvo2/X0ZldKwZlb86IYf6ynqIPBlAeArczOzojFAAj46Zqmf6jNVglLKpJygqN2cS4BmBu2QG265xkITPa/a5FyN4WZ25nh4Pt/R9Q+vBkSdSZ01tqL1JObVsE+Op0n4VyGFfTmtmVzahmxCGyX3JDHDbFAB5+myrDn07yN+wb+G5NVAqemHObs1ic0YKjxV+vlY4P5jiPQSfzbW6zCTCOpDaqenvqF7vCvoseKKeVa0hBGJAVDcJgHt4d3Qo2LLJCyCIcHCuEc2j0+4b8SeOhD6+v6LilxuxUP93b/5EuEY8K3YVIdesdk9OmRdcDDjhA23DsMbuhGfcnxdd5HHo494MOiwk1YdnloUYub0z+7KUaPJcO7ieCNkJBrJETJ1k74GJmdlnZ/50enw2r9/w+ca1nW0AeYf9bFwJexv51Oxz/bjq1eEkfX4wrmdFUV1qej6sBiR2ran5c9DWXHlPQe+cQbZ38BnfUmBFlHFAAzDR56wMUETk+7Bwi7bNkWp2SqB4MFFJ75pAORFWy3LOU5T7hULwzd771PCbK/VpJnSIxoUbxvztwPPi5sM8NRf80AoqZo7DQjpaQonuF1Sx2VkShHqQeNPDIHXajtCX3BwWPBCRo4Q4PobvtVEZ2q0Z/cb4vUdV4b+prCrM6AiSEyOIMLJh4kUH+t08UIcq+CT+jBihkCxPZ9hFL+vgvDDq4vvoI4XrUQVTRhO7io7ptOyUgsM5t3FD3wXn4wiRLZ3IcuJEOc/QzOwdO6oEJgfHoyI6ZOQRMg1Ew+aDmyQ5DcPoHeqNl6nR0y2BPwYBUe9DaWb28uQHzMzsUkMGrAPuV2VFTrtXAxO16APy9wbNZoPwf34vGO4IaHBvXPcxZDJ4xdeTjW9Mjj7T8wOtXPDcPIDh5sMiBFZ1epBB2YMWJElGX0U6Asjx/nxwjIkMZrZhrMuPEufJH9pGEDb6UGkMf6dsTl+H1lSxVreTxu25UGz08Ei2pjai93zlSBw853RRq42GnxI4eRQIrJ0P9zyPTZub8gvHchJmq+Fez+whEwBkPUVkbZDn5u+OG1wZ74s0E9/kiTSwMveLk6KOnC9pPnqHlm86/OH0XL+n9/XOjNAMz4YQ3SfnNAfbP0BxSBwU2igWhzEYiKfDd7dGkJ7FWmLKnRqQc2uffeR3B1DLwqOoJfelHiR9ciuyq3sLQKjWn3/k7545VoBQuIdUc/KsNuaEBk8fCrXtTMo+unB8B5ptlDphq6zSnuYpKQE+JiD8zoKNuaTFWo2VudDT/M2OeIdvq+g7fDC4yWeA1K5o/8ifC8+enMutSdm7dkbvYOH5f60vr4TrLGLvG+rcSI9jBICdWgiQi7GCFN4z1w8pFZfs0YrcLx9vSETtylNvif/nHwmGu5zXJvrkoTY25wVRCJAk4rUpRbwsg3c0gmlSEiYHWrUkMCxz4UeI7EgAJ1lxPeGHkZe09LqM0jYqeByVIV9pqIVCAOT6mSpwzheh6e1JRHlNoRmO9rF1yB20wnoCm4v3NuM1UAiSKTznNpkpzUlniFWhJNl7dEMi+HeNflx/B2SH78O17/ojQkYyR1rYbETvTikNOAsLmPrrI3LfnwwLkJypx6UrbueDofDenWYnE+HNzF6IZFQv5IMBYhuSluk+R9uaV05Krrdk+CogTg+krYmMJmlFGkGS/gd0uRIUleTlyR7SI0gTUwByJllXrTGUp+P9Uw4kvx/eKVP8jjybDaLPlbuocE02HRLEu2WSwbWBeUr0CI4T0R6mf7Yq4Zon97VxsmhgHxpebCR/dyys7UyEVHRX6/xsV+hA6SjcMzffgXXAeXVCKuXlnObM1a5QJKISzu2aWobIZ5LCMTtZsoVjbE33xjQw5/HrB+E3zg/LkTvu69pdT8/MbKsqB9+1rx5mNT9YSEW008nZzEyQcrIFm9nIQHooUYunNMQAosrjBGkkikpH3buAmJmdv//x9Hg3QddI3xi6C64dpJec88cU3s6sEHI6RpV1IbFRgvzTFjFzQBI9qRg+qAc4e1f7pHNCX5uUmkElo/nD6v4R0GHcgacoL6uC17JaY97nuW16luPHmivrRc2Jsa5sG+2jj6OC9tqdnu7zymZAMzlndpFyfhxi6JpqpG/sVYG4Ha7i78LaZA/myZac2q2S7pnFG96N5INPV/54ELUoiupm9k/N7JqZxWb2l8zsFTP7UTNbMrNlM/ueOI53oiiKzOwfmNk3m9mRmX1vHMefS77nL5jZ30y+9u/FcfwDX+l3y3Zkz8aBO3AnK695wElKeEVxFeKGyEPPIeL79KQgZE+PEV0iLLpd0sZXTvgP1P7hZsjRGYZ0RqJqv1IQtD81Cw0vCHqWV4ORy4/penegBH+3o0l+va/Jf6cQnLLFURlUr1g0M2sjavSycwr5VTMQYRwRguHR+OPaqRBR253UPbkzx8KLXlmLnM7H8PaymZl99zAqDyFuyPJ7OhT5xAnonVDJZDaIHvjGt4HIp4ZUHNOHRCvcKVkZEuI63de8ouzJQj/cx8sZfXaiiHeLti9zGZSoJ6TVh229ozM5GQQ2R/ZNmxt8A03ZKYrZGNFcaQyFdTPd1vfeyuh9lYbk+HiD+ufXhKh944gcjuqh5v+DuoyjG8ryEXgjQD6IqD2/EPhP5zpyDEqP4bHEFTlM22MhBU2RTo4sOHMuwkrUc2P8Kv5d93z/KNiSkYKQLEprUKuLXMOJTpgLFK6lc7E8JjtdSxwjpok2q3JO5za1Xu9PqOpz6WaQJrqqnx1Qod9G2tVlAsjX4Xym01uCA+caeCwgIUfvM3ml6quF8NxqQABHic7Bka92ZSt8LHSEjNyZVIHA0sNPPfJZBpPLcKjmMnLE2Kzdye60SxwMznwu8bPjhxTlJpf5US3Hwi66y0CXi3uJv6ddCLcOY43SYXj5jGgbvX6w4+xAQueLRUwj62FtZrZ1PZUFIfIH4LD+0nZ43t/QUTC+VpCdmIBtZ9rRke860Dc2Mx+LNRe2+sFu0E5yToz0YR/YzN6C80lqQTyudx7loHGWZC8K2MMGWmEVQKPAb5uFvYQ6nuOswsZ73kj0EM+ui0JDjmcevbYPytqvxqOT7RjHVxVRi6LoB8zsk3Ec/9MoigoW7vo/M7PtOI7/6yiK/oaZjcZx/P+MouibzeyvWnDU3mlm/yCO43dGUTRmZp8xs7dZcPY+a2ZvjWMIpH3ZuP7U1fjXfuSfmtlg9SFLZdNrRARPnRcSP3eQahxN4PQ2HCumuejguN4Myf00tGzszsnhZdNLtz6WniM8bugw4MUSzUlwAVDJx01nD+TjatJGyMVszQbRigHtnqTMn2lANiOmlpRHwURRhg80ybegjVVta8J7SocR0auH+uxTJaXzhhL9qAG5hJEz+HfdE9+5c+WOQWqmHASFTp3/M9pQ5MP04eEsuF0gRvugQb1ZEtJwJkYZfOLAE+2hhEEblbzkP7nDzFQSP0sF/S9YQBKmyo303JDpmQzwO6hBlHD+yPcbIFZDYNU1lsjtmLyh9LshDdgDaum/R4RnQOgTm+5YUmVN4vVyV3PeG5ibDbZF88ie5H526CD/1InlM3eEKLiMjZnZr8/+xfT4LaXA26SswwCXFUj16rQccadcsJJtqql0r1+Dmdn07eAAe/rWzGyjIMdy7kDvjiiyp88peEoyOVFtDzJZjc7NhXI6HM7/YgqT/FOOB5PBiSSfh8Et5W2GgGw43aGHoKhMTi27gyQIXumB3j3T1g9Mtm8ukk0cfy04ez2gWkRdmDlxdG1nUmt/7P4N3RMkeQbEmr3ACGk3ptc7oGLk74br783KFj2ckv1YuCWeG5FP56jGFV3v5rz+jpWRTushOEBtNPJd/ftYgELRZRZs3JsQsOCttQb0JFGwsbaggMR7bnrfarNBDhd5cDzv82K9rGc1fQhHtazrnHw1FMd5gYrZYIERU6J3lz6QHi/cD07gvQXNpYU1Oa3rWNvpbwFBp2AyO6bsoMuPc9fmrz77v38xQRRFI2Z2w8zOx/iRKIpeMbMPxHH8MIqiWTP7eBzHV6Io+kfJ8Q/zc/6/OI7/z8n5gc+dNJ699lT88x/9ETMzK3SULya50KPYuzNKn5WQW57cQDoKhsvTWI5kmQ1W2tAx8ghsBMKULSAGtVUZrgeLKn/2fod0hth0mRGW97IkD44pPLaQ2pjVpJq6H9K8985oAs5uCY7P74DUnowbZ787PT4X6/5ZceklyGzWy+fOlkUX+jKqzulwEruZDaTBGpjY2xYMDMUvrzZOTonQmfmlaiiy+MbGD6bnbp0DP+aOHGOvCh7akmNFQv5JBtxMWlKbFV1vqU8nS04Cq0jT7wKczxZbRHOc7E1Uhs+YKcODpOUKP1s+kCF+nL6Uc4wGKmvBj+JwZ5fkZgZAHKxadG7aQNADFI0bcaoThbVI0Uw6H3Q6vBKPqWhW+rJlkadlp1ZupOfIRyJvdaOSSE4cQfYCxp6GmOmx0WZw4JgemT5eTo/5/u+WQoR+cVuO4wB6i/vnSFFtpGLJiXp+RJyfS93Au+P7qsC20Zb8Tllr5S3R7z3y2ZeW1FWkgMIsDwxI5RhtwTHEc2XGwYNativj89kuyLm62Qjv6cOHkjHis9qC00IU2QNyOiLMEMxvybnw9Lvron359Q5ISgBRf+Luz4d/ZxcHBD3kaK6eCXvJFIrZWNBEHjVF0qv98Iwp08IUJ9sK+sitLus/wNXcPKc90R2tW/tCAJ8pCGWlPRviPufOFQJ+9gUd3F+LyfVqrrXAy+M9PV+S8OxTrYBcsfqb7a+YAXL797d/XvSe/+6d4oDvTsn55h6e9sKF7X9cH9YHoyGInN/R8zlGBToltAavLXz33BPP/bGkPs+Z2YaZ/S9RFD1rAQn7v5nZdBzH/kZXzcwt4byZ3cPf30/OPe78Y0cU962YLKD1krztpcZvP/LZWhcKyHA47k3peS299ovpcZyQs4+AqHADI1TuOXmKtZbx2daoboPNqB1pYAXgGFrAdEe0sVWSBUjxzwGhSxgrpiYcHcsbRPiANO0DoRpJ+mhePVZUxgbV68cyCIuJkjujZPY3feJQ0QjTIxeStj63hq/bSWO+rUhpJhs2RKIZNIJEYmoN3bM7aJ0R3We9pw2MXKBq8nftYX32N/u63g/v/qguDqkQ7/03hYV9WNV3jG7pPj5T/pCZmc1WhIZ4o3KzQWTs9ZyM8hkLc6ELLkUOqWjy6oaT+6DeFSUusnhu5GuVEiS6NyE0o4LqNAo2ukNNzT72U5xZEfeTVYKunE9Ul2uCUb7/BlXh2d90COleVob65lnY17/ToRyFhIGjICQ6U+PL+wObmVUtONmfN9mJa2UVG9CxpqPuulP7aCQ9BD4b/27MwjU3h4QC3C8oFc8CkwEpiiQYbKPKbmhH1/ZM65fSY7cDRMYMFAAWCzybvZEeZxOkkcKkbGy+MqIsRC1B1DfLajfULeg9V02/TRK+a8rtQmOSnV28vY+Z2UzSAovVtM2M3iM1Gwe6nCQZCQY3dM6IMntAxsCUKNDtWO/m+qr2DJ9PbAXGoGj1jOZCoReug9kdtnoif2qop3vyec7exOwt2RrXupu6G2xwe1HviIUQXEt7Q2HOnxuC7EVLwe8rbf3e1aqc/b18cGAYyHBwr/E9egYtDJdBs6j3ltPjZ/d/PT32wInoZRmI7AvDAiGe2QwI/9/7Jn223dE+ynf3lr0b6bFX3zJIi7A+frMuZPztzUC32gb1iLQFouHze9rvt5Fletz4ajpqOTN7i5n91TiOPx1F0T8ws7/BD8RxHEfsTvq/YkRR9FfM7K+YmS3MTqeRF52IJaRrPI1TAH+M/d6qeS2O9pScvbu1YGyWNpWHzmewQaEIIYXjSUIeUqRN0UcOT38MEOvZZgZRw1E+bLqsACuf0CPRbBDe9e/Ow/BR52UEFZe+EIjqlWM9t2s9OZGZg/BZitwyeiC59Jm2osaDKHz3eCzOTwnE2YGmwImhpVQBI7fxO59Nj/tIBcRJ5OZFBWZmY0AOqa/l75FViF+3/s/xvSDnjoIMlCB4r6LReCXSvMoNy8g/dxwCh2hX7/lBTUa7CuL9tS2hfZ+ufbOZmb2t+Wv6XRgSIpGOKLFHXmT6d7YNi0Z1bR5wEPkZn0Z6dUMOzt60olQf7JHJEv0IiIi/U4rYUn+Om2SjGp4x9QSzqCwdUP/HdYzeDcEFgxuS4ikz49pXOTh6jKTn8T68knWmI1S4lUFwAr5aBvP4N/MBlXomIzR9IxYyNIFqWuePNQp6fnPdk+Uy2GJsejukXkZR9Xk8LXoCqRor42GezsGRI1eTVbbD94UUeCuf7QiyF7HW1XDvUWZKp685utiR7WNQl4Gjmm7gB2iVBqeNPC8n3zPdNXoMXhqcK9pV3wfoDFO/b2dc63Eu4Y/tDMHRP5CD85bVH9O1gfP3ynBAqIj6H+E+GJDtlsP5sT3Z8+MJzXMGyIsPIPuS3NPKgtCw0Rb1HbXududC0Mdq/c6c1jCpHKNJ9SWFsUmLWaronQ+hBV2u2kq+C6oDZdCM4CzvtMN3j2MtXuhqPlJahdfh2RdWxdIOXL/3k6Z/SIJ7pnVrWqNP1ZEBQKVvLp90WICNOpoX4vrelrpffKkUHMOJCOLRmI/k2u0Na894XKaC46vpqN03s/txHHs50UcsOGprURTNIvXpT+6BmaH8yxaScw8spD95/uNf/mNxHP9jM/vHZqGFlBvYp4ooCYb8wupoiCZmtjUhqGs2sq9Jx7Y/Y72EC4CNkaXxFShrO6TPdM+4yUB9qieP//2mKNcrSUgyPhrRix1qyAC3JsIC2wNRkQ10V/Na5KOmxe/aV0wDsBdZhGovd9TIN/j8lgz/e4a1GN3Z84jKbLDRNBcSR9qHE5saKwT527uZ8N31jO5n7IGcvqNpRUcDv5E4H8XHpPu+NKbo6JmHARb3ZsdmZp0RbZjs30n43yuUzkKepHiMdA5SohOJoRwQ1QUy9oWOEIgnJuUkzWXDfd8pq5Lt7DacU2yuXrXIlBH5QTQAROKyCUl2qqX5ejsrA3UZDY8fZMKGeq4l54ybfRmFELsoWKgknA1+llWGTFGO7Yc5v3z2Q/p7qNCPgUtIncFWklbdBLG8jDnGIMK7SvB9ctPmZucp/r2MnuWTHb2DXqzvZQHJ2woBXez39O/jOUj2wGiPJukvpnM6eLekdUwdaj56KzjqJrKYwDdqM7ORTphLOyMKRkdZKIVNkNxY75F6YVPOwoAgMlLtvinnM/reLir8GiZbsXikOZQrdQb+3uxkuoCZ2cpicFBGD4H84D4YADBlWEzQDPKKWGwxs/GoHASDYlZ0v3Duu9LjiYze6XSSQGKAzSrDT2U0p9/V+eQjv8d9YC7WdbKXqyNp40f3Tvy7V0dFrTnbDsHFv7qn/ecvDf14evwQ/DEvAGEhyB6EsV9qaD2/Ny9bsVpcMjOzMcwfBhakYiwWw99l2gIKqFVGRHpsV+vxVi1w4to9zY8n9uQMN6dkrx21J82CKVNSFWZKeoYHSTHZgNYdeO+sBD+bXTYzs+NINoG9Zz/bF0XqybLW63ZG9v9x46vmqMVxvBpF0b0oiq7EcfyKmX3YzF5M/vcXzOy/Tv7/p5M/+Rkz+79EUfQjFooJdhNn7pfM7L+Mosjd3683s//0K/12N1uw7VowPPT+yVOZ2QkTfr/2qN6LmdJ9Zmb1mO1Oknw6oNtfjb4xPf7wASDvZBFvTmiDqx0pYv5A++fTY6amNobCBJtBFMjIpIeqxlYUfmPsSI7lvaJg43OHioLzaPfhVTD78OxZRUfj2M8FZ4aSG19bhbgp+lD+i9cCB+17LyrN7GiI2WBVJyPe42TDW8/KWZzKoPSZfeSSkvphcBcoMJnHBkbHMJdsyjHQhV1ole3s67m6plql1UjPsVEwo3Ie1/vBoK1ktPDLZW0Sfu1mckSqWf0GHdKrFSEJrx3L+bxcDGgW07pEFAe5W8E4ch2wcmqgqwI2tm5iYIk+LbWlccUCkiceJGgfOiIcQXKjCdSuvqtr3kv4cw9QcXZmX4ETdd1qnTDflu4IRWTVW7kiFGANOnrO16rCqTvKCWVl71033CX0lhzoVoL16Nf5M3vaZJuj4s882RXSRqHXB4Xw3OY72nA4+P4zyca+WdD6Ge9ozQxwDYkCNsO9Ui+Qg7wqT+dVcW8clUPNDwrI+rr6+V3RAb69IM7Pa7HW43Q5rIk8EHtK9gwh9cnCAZdOGkGAydQoMxXuoBEBLa3JhhNRHGvJrngnEFYsjjS4KYPWknCTOtNaPxW0Y7sCJ+HeJCSUooQCg/vPQzD98iIqq7uBS3ceTk3pgdDX+9PvSo/ZFeGwH+ZNHXONXKpzJe0DPo//UlX0jfU5FQJMb2gNbo4HICAb69rptL03o/W8MqR37i2SNiIUGPX03EnbcNvfhIbkRktO6EhBc2Ior99+eFA3M7N3xyqwGOzQAvfGK/5B9WAgyEFepjto7JIzWBWq4eoGrSxUB+AMXqlrPg7oL8YnC4VzfLWrPq9bkOcomNktM/uLZpYxsx8zs0Uzu2NBnmM7kef4h2b2jRbkOf5iHAeNjSiK/pKFalEzs/8ijuP/5Sv97rPXnox/+ccTPhImBKsPXUW40tODrIEMmQf0fFI14NDxyQ+XUYNDyAdDimw3M5q48y2ljwrNhr4j4cX8Xl7aNU/lFUm90hNM/c57/ypcI6BrOg7LFUWPrmhvZrY7HjZ+cmJei7QxPtWErhK5Fcn43b4g9rPDSFdaMErUxPnsQ20Y9YoW/GIN3KwkPegOtNlgtLo2JEdlrhEMCZ3MKiUe4JwxzedICfWMqhtaPANVry7yC8P/al1GcmVfm9ZTdRl2F+kdaHwOxOwoVrTVj8Nc6aKvXzGDCtAe0nLok5eNusnfQ1oFMgEb1aX02Hks3FAe1xCcz9urFtmCLYaRY2GKN0ceaO+E9Ekfv8f0eiZRrz+qa36wEIBVlB5kUVWfa5tIC7XPfFMiV3OAZA7Ry/2obmZmZzfFo6QDzPvzYMrfhdmgNlgHiNpopGfvnJWjkuYa0Sc24/Yxvavou4UKOFaRndT4/cGI0nZ0cCm86tWgFCKmHhqLe/KwUVHSYYGq+ctnVKQw1FdQ7Fyx7Y4c9uGc3tf8gZzaz2dlVzytRo1AJ82bDQZRXkyzB1s7cVNo3xF4YNsVBWfe8o9i6HyWLCbKJO2H9pckhcK5Rv4k+ZxpehXzuXQgm7kyeT09HmmH8yw0Ix+UKBmHo9IsfmmjEKiNKvSVfghkpnJaa6yU5rO4nzhftFFzHd3b6xEqYAvQVEuQWtpaBmxbpnk+GYd9mRWd21Xccx+BLtb50E64DraMy2AtkavtjtqgsgHoIhjsjtGYDvdfX9P7yECf7/6VP5Ueu3wTnzVbYdE5bRS0J3gR49Klq388OmpxHN8ws5N++MNffiKpDP2PHvM9329m3/8H/d1ulLeNfFiMZ3dAZAYMe5QY1QqkCgo7ctRY2TO0fCM9Xr36neGcyTEos9ErqkAcxagC5j4c0WStQqPoYFFpLufNfM22EDcSSp+cQ/SbGMoSNHqaIGTTOWtDJqSQTHgSwJ/I61lRz8qN4L1hOX118Bte2JRxPFsP38cS+PfMaHH99roW9gJ4Os5/+93iB9Jzb+2p2m1mT5uVV3IOIEoYVSCHTAOujoeUxvQRvgsoEjlvlUTJnn04zzeVBrmEprqNvoyKk6gXV4QoEsHgRuKBA/WFypGeVSGn32BA4RWOTA2vVuTITra0ud7PJ1W4BXwX5EvYw66xJBTARzTQZkXP0nuzmukZU3qmVFa0Orqr9UHn2vUAi9jsuJkRRXWpiaFYa5SDRpfK+s1E7mQInLoj9BOl/MpkUtUXHWtu9yGB8GBcqYuKJfeHOJeyJ0PQ3CPPb6wVnlsHAtUjQBmzZb2njXKI4llUwaApA+SPyun5hBi+gHNNiBWzKXsqWfMYPbQC+GyUM/D0Mrk700eQsgHdozcWbOkz0Ltqo3MBnY8nxmUTsq0E7QMpPovAkvxCX8djD2VT29N6z0xXEdV355sBS21Nc5tFY5Wko8XwqpyaPeid0XEmstdPUsZM583BRi2sKCi25D5unvm69NSlO6LFHE6Lo8Y2XXnwr9N7w1yhw1ArhyBq5tZvPfI3ZmZRVd+1EIdU9EDLOIihT9flcJLPu14L11nOau4OYx9cQ3/snWxw2h4W9XwmY33Wq/zNzJaOZYNfSKgqTHdujWnfbtflMC08CHvJIQI9ghTsDsPgzLNMLDDaRhvAuft6dz6nKU21CS3Q+c0b6fEaMg55BOePG2/IzgRPP/10/FM/HTKqtaYm0kke9Epei9mFO80GNYG46BwxywJpoGNEZMw5b4TPyXOh5AQ5RGkFT1+Lg0KfbJ7tRjWPqjbq45zUO89MFXMfX5Pz9eFJVTuRu+OVcY1xOQM7GUVEU205Bk6yph4UUUYikUT+vLJrPGnUbTYYEbJPXDURE/UKSzOzHFIJbErO/qXuJNBxJsLDSsVeEsM8PNazfNuWqsxYQMBNqZlwFJlq/FJHjhgr5/wdrINMXssKiSJKNoBqJmuWcyaLOXqSQv4IUu6HqDKcfChuH3vf+QbM6Jo8H6IHvsmxjRe5eKy4Y3p9tRycyPO3lTK7c14xHOVyduJwzef2NUdZqUeHm86ed7cY6Cs7e/XEv3MJC0qWHE6I58Km0UxR+mA7rrsjQqVmj4Xa7iQb1AiI3qRk8N05GvgZU0qV1XcLr4nIHBc0P7xFELl/DWhBjmzJEfHClAul5fQcxVHp1HG9pppisGF0kIl2eaVqKaPvcjTZTGmyLx/5OHyeaSKuCaK2zpnbGZItnn9VKOLBguwcHbzRhNvKuUu9wAENvJfCPO2Oa+1TYLe+LgfueERr2lud1UCnYYX5QEWhVx4D3SandCBtDUd9P9HIHELW6Kj6KDprpnQ2eYnjm7p2VtDfrYd5zArSiS6cd7xzrglHvgakm1AUU4sa6fF6N6zXq0cq0KMsEOkXlHi5fxTub76ifWDxvpy2TbTI8mwZbRgR8n1wvEnuP05aLc6uSfGAsjgMorzvNmWVSHVioctqX3PIO9NMPP2eN1dT9mtPPxv/2E+GclxyOvYL2qDm7wUPm3lsKuVvZPUgz+0oFeKaN+zbxUXHdh/3+mHxzGVlXNmlgE7bAN8kMbBsAcJG00zhulYOdXJYLUexwKMsKmaOw3cMr0CcDyT80gl6Vk1UfQ6IrQLq9fRiE4RKckIq+1jkcGC9+8EBmyejoGOzrkjSIzdG4iQyH0OQkYaimKQbXhr/YHru2u2fSI+/dE46cdcehvnTZXUneIklRMQD4sjJ+6fUSw6Vta6/ZWa2eOfjZma2sgQtuwcipDOt5GRpMwUf3vPUzKwQ6zeYrnJ5iSJSLURnl88rch9vaZ76Bs32aES+yH9J0RE45DfLMpJXdhW58xk6f46twmj4GOD4RsoNLMa1MS3Hwht3IsuQt9k5c13XA67U9EowxhTE5Voi38TPU3qGjjM3VE+Tmpm1kq4SZ/fkIBOtYBcPv/atxxSxrIwJhZ88XNZ1Jg4Mq7ypxUXh6sOkXRZTeAys6JxRRmC8EZw9rkt2Y1grKCisWSNc+waI8OCEdRGEUHLFbclurHcwBqSFw20iMwEcBTh1/IwHvZUOMiuw0WzltDkbnjf5WmzjNoNWg+zlWEkyLkQfTxKMNpOMDNsOdpEJIhBAhyrXDNdPh5Mt1m52dT3X+mGecz67qr6ZWR0FGZ6pWQWHjanorGnOv74ne+SC0LS/jTICUiDO3tJudVLzOYZjON0QynpSv9jHtXNkEJ73ilQIeHeAuNJ2DdAkPJDDOthDZxe2rnNKCQPhzT5SvJGcthr6975Wvm5mZu+4Ovrmasre6WdtrRkWd76ihz67KePoCufk7lDorn4oiJXVUzuz4SVRZZmjtifn4skomfCYBMfgplCEkpPj5uwHzMzs4roqgMhjoYPn0RF1kLIoNnixKQfvHT19n2+IDy6IVzK9jrQBUhNOwCQn6F5PkfQS2pZ4JV8RyECjqO+i09I/AeEkT5Btj7gJeAFAGVFX7b7eVwtCj4y6PY351IpSygaDudgX0uBRLlOnRF8ySDscwCh7Eco+Uqab6FWXgxDoxpmwJtda0FnDXKMOFgm8xcSxmUDkR/7HQLeN5PoHeGBZGYnJ5snp45KnvIAMklC7h9ZKTj5m1fTZntAlTzmbmZ1ZVireldwZ2ddM758VVb5ps+K5XZVBPB7WHHvVlJqoV8P7PzMOvUA4V+TmdKph3vxKRwUCH4o+lR7z/jzKJ6JA5Iek99VjbcTPtJNUyWMEgYlE7yXzeILBJoqfFtbh1GMe7yS8GlfdNzOLIWhKovvCTlg3+ftyAA8vaq8gNYKVkQ8nAtJ05rOqFjy+rL+bhU1wBGsd0kXLR0K+no11HxnOXT+HvqjkojJd6Zsk0bL6pubg4agcR6c1mMmRaMFBpHDxQJVgYoMpa1Hfh82A4zQgAZKkiVemxG07c0t6YDlkb9yZo+0rouvExiTke2AT/8ndEHB9+9Naz+Q2Lg3r+wpbYc+7NQ6kdluFCXTwP13/VjMzu9TTfQ519btsK/fOnNKAK/ngwFcLCljKvZOrrbcS5YKJfaVOV4a0b+2h4OswKzs3lfQ8pg5jFtkUFg7sLl4Pn8V+ULqroon1J7Tmp5gSToI2OsWjUBhoIbPiHWjK0MIczepZdSEc9GBIjjE//7jxhnTUcple2jKH5HQ+7JHtEGHT2NNZIuG2gIlQSNCa3WltVIykOREcZu0iyimCMElR2dEVORoXNn4zuTZEWojQGWF5xOO998wGiazPTup7D8pKCY0l9zSM8uEBBAMoYTkp7c+hHLw+gnZDh7pn50pNHesaPvVQG/zXLeg+WLrsGxRhbnKwNiFOuNAL330vp3ueXtK7ZdrlZv0d6fETyz9nZoOIiSHKpQH2CjemNRmhUZCSbagcrThEKyySYbd6uo+LB59LLkFOHyH4clvPdasogzCbbJ4DXQ7IgwMPzDcXCjpeBOjAll1eQWxmdqYbDPNrZ74hPTcD7asZKKdTPsIHeSzjQJ/bowh6krTZgGI9EVA0nd6aC9E2m8izGnJxS5v9xZqcr+xx+D4WSsy+9vH0uAd9NdeOe/e4ApbMkdYEK4T3rB7urSfbMAw9rCYCsrNFiNHG4TqKx9CsY9oWTuRc0qycxR/ZWH9HFHkLTlCjH66tjrZIbFA+39D9eXps92k5AFN74vNtjgoxGwaNxJ2A/ozWNtP9t/NKta4dhnt6cgRFN2U5gJ2O7oMbuK/jrfzJkgobE/oNt8GkVjCFTTSYa9cdKlZC18nLA4JTSnqOMo3KAKEMCRS+M/89z2KYDaK6Raxzt8HMLIwju7HR0/khVAt+89MBFDjzutK9FEFnatMR06kedM9AvGfgeSUbnF3OUb7n+ay+I+4KkPDigx55prCfDPpdWofN7ltocE8B3mJe79TbpjGAbmOP4tjMB1txblOp0Z3LymQw4DqGrMdaLTiiDLBHD3TPJcyVkZG9R76L6CvXzwQqTp+vSDrlceMN6ahlrJ+Sspnf5ygk+f2B1AUqEiPCpt1HJ9haXxvOTEYvrtyHBEbC4+GLY+spGn6WvqfpHcKt4F44X8fMbD5BTIZAcGVkx1YcTMc5XMxG0kX0g2SEWe4HA0TVa1Z1/VZX1ZBfu/dxMxsUtn3fWUXXRzHSDkh/eAk7qyJTwraZ7bZ0T1cSLbuLpo3xAPp1RJfOHcih2FgKThtTx+QslPa06e4lzX1LiIiI8FAu5WBCBsYHFdTpyJ/p6ll4z7z70VJ6rg7uRqcoR73SlzG/Xwsbxe9XWWgmgv+1bRkocmKILjCV6HNoGGLOJMkSMXSUK3sErhWQQcqzzDC1m+gTliGd4fqGZmazXaHWrp1XLeg5LK3onrh+6HC7ftjqggoB8uO6pzujSuksHIQUCzcR8uDYYHokafJNAdISntX9WM8ni42kkAvflynIprze17qahhSF26b6qoLNL8x8c3p8rfsJ/d19ISITibRM9p5sjQ3p+VCFvpA4H60rH0jPEaGY3tNcotPijvPEin4jg02SPW1nhsPzXO1qHlxq3kiPv5jXu5nOoOIumf8jGc0rdh0hGXwjDuu/kuEclE04guMzUKSSoNIMGtcXFdyRw9mrJYUpD1EhCSkHOgzka92rBceHFd0zx3o+61U5Bl40RfJ/C9zip9Z/JT1+OC9kdHYvOFSbaGfIcZL+XG0NRRHTQrBYkeitvljEwfvks2Qbt5lemGMbkd75RFP3vFvTnB9N+LXkRg715IQeoP8xM0suMcV059CaUFRmS2aSLFMLmaIhyDsRqWa6dm47ATow92MAL+xyMrsdAiBqRfJ6uS9VwSmmwsLjxhuSo/bEtefi7//xkGJ5dlMVMxQv9ea/bIJd21lOj3NowN1FZOIN1klk3xtoWaSocWcsIdEiYqIKN0V16bT55K8faCKRa8YIzKO4Tk338dqQFjAdAy9nDj+S6MqgpQ+btlMLxh0NVoOxH54rS5uZ1ZONlFE7U5EP80vp8dKeCJouQjm3q02Jjir7wHk1EwU/hyCzQeI0F6OnoJkmJj+Ewsbe75HiqWxQTueMHCv210t/Az3eaIxezwT4+6l9pahIcKUR5G94WmSzJgM/uy6nxlMJZjIU3NSYzqLm2lpB798FdJnCIUmfhstFYe8sSE7GZVrMBucNaQCH3qcWjjPf+Xpdm4eTecltGmgnhYCLiKrLAxBRY89ByshMHYQ5RGSZbc4ulbTRtDJhfRz0gc4gIJuI5ezwenYSp5XoQjvS/CCatTwUnKELu3JuOU7kCZr0ErN7qH5mIIhsQXRCF5M1oHPVNtrR4d2M3L1hZmbdun6XTblnDnQfq0MXHznXHJAnQccUXI/L2uT72uyKWPPMTuSSOU2i9yGcs8Oc5or3WzXTO2N6kcK0H7l1PT1OdccQ6LBogP12Wd3s9BpKRxTWoBQwrqDGg/STelqaDfKEBzI5SUEKA0+m6k8SGmeWhnxfrnOnX1ALkPOZGZChpvZE/z0K+5LPyLXi+pwDLehGhOpN78Axxjp2HbQdtGxyqSCzQT6ry9oM8MIhBcRBnVL/PPcfzrubQ5rzU1GwY0cZgBFdPffzLe2JDyqybff2wjv9lrcW3mzFBM/EH/mpwENig1RCth4dNuGoETEgSXBANDVZCEWQyb1Zr5nZ2lmRvt0R4+RaLWlSnVsHybo288hnJjoyKLdMEch4oZEeuxdPo82qJaZ7b45oDsSJSC2joHPHytmzyvAk0jdJq4T5PYVAki0HEbNmT9e21AloBo0d+wVmoIfmUR65b4sv/Gx6vH1FDsMQSJsuv0JeAXuzMlLKN8Ki+/zsd6bnrjUlF0KdPTZKfnUoROONlhb7cxlttOwX2Uta6rC1znRB8Lj3/TMzK1CPKEE7iZwxNUH+g/N7JloKClwjzWwwDcSR3w3fzWbWrPStRjLyL+4G9OhD+x9Jz7WAqDGNzuiXCuc+mIpnGsxbx5DDRMX/w57WKPUJfXCekxt6UqTMRsqseqT22UG2bmaDul7cOB/G2uxzGTllZ1oh4n9Q1KbV7uv5LMTL+r7knVL2gTpyFOXm+idtI/0N0CjIzbFiWIN05JgyJGLEjc8H0+yP6yriqTY6ZMtZrYOlnrhUn21fT4+vl3CdySDaWW8sp8frCWdyZvVGeo4FWAyWyf10XjK7cuxCOoUBjhc3vVyVE3Wppd9jEQZbsznCy2DylXkV8VCXzEcG/FM6VOQ4E+VyCZiFXVFdsqgKZccP5/GRpsOxPSwEzwsLqIfG/qZEDm839XdP5kIlI98XA0/SNsaTbgP8XjpywwAYNqF76E4ZKUScY+wm4Bmk+6MqWCAosDoim3lmRXbei8lYMEZ0fiAATn6bhTnM6BGkoTPXS9LE1y7NvbmKCbJxb6DZuo8BsciElEpyO8VRWfVYwgJ0iYseU6rg/BAlc2eG/IizcPCILpR3leseTtKR5ESNleQ4DnfgJG6Hv6Ohze7CiYAi94U9OQy+iG9NKm3JfPvulIycT0YqOR8CzaAhOSzUzWyQeEx9siNsItyUnBjMiOfOvhbuu/pK83iVHNGHg/OKbCi/QVKuJSKd7Kc5CWkRRnTbC9fNzOz6Q0ly3JwT4fTiwcd17VjE54rhvstIKVJk8Wxfz8Wj2MHOFbp28nHoUKwncPtwJKduH+hBO8bGn+h20UgU4Zy9PiyC89X7Qp+dnF7fEYrUHYciN+K792QDIkhZmHsVpDDb+g5ygTbawQkYRV9daj/VUNxTKjyKGDAVR2FipnbdEScSR8NOFL3taxrfy2KU3YqcK3eyZ4AGMni5AArEZyNt7BcT7l65LAR9socqO0h1OLrIeyOywU2LfMbh9dcG/t7MrNiGXapDtiEJXjOwGX30vB2ogMP9FVbDOx2H/M8L01+fHk/k8H2JnWM15VBRx7djbZJvzQtlzyd6di1UadLhopCyy88QRTyclo06ROeX2/tydt9jYY6xj/EnV2T7vn3oY+mxV2Ff25CczItTcrieXNdnc9VHUUIimYtNVTIyOPWgnsgisz53TfZ8Lofit1543kzxZspAJ0Gj8C42BC7onI0DAfeKxJmy5ii7mVTAHxvvAc1KlADKlJ3C3L2PLgYTyb1W8b2vVuWvDE/p/lmY8+leAC/eFyubQKmbPgCLX7cgTPuhDdnzLAKSMSCxXlRkJp+hBnkf9jEmavl69bqZma305Qy+K5ZiBNPPB3kUf9nvD5a9YRG1j/5UII576xmzQdRhOOF93FrUQqOez6DOUSM9dkeiAKHQFVROsg/cvaTyZQqVbHVEwUyxdNE+g7pt6b/DWLHNikP2Dyau6z5MKAAb/lIZ2dOgA3o+OGZVo6f87i+I9OgtS8zMlnc0sd9eD8+1mdX1Tu2KN8DS+LWieDyuNUURR6YuhlAN6uRL5vZPSjmaDaIcHsVRJ4fo0jYi8DudcG3PwiHzdipmg8TQgYbPJ6SStiBrwFSSc9PKWaBlQBlH83IAp7Zk2J34SxVyoraM7NsJR5HpRSrWn9mUyDHvb+ZOiCpXz8rJKHVl2B5mZdg9AGAgxPE6eoSO5XX/eQvPbXJDho/GkyKT/lypa8X04XhD64rOxWFSfEADzhQ3ZWQmjoNzPbBO8NzoMD2cDEhjG6TnWqz3RT4oG0lPubwGNQTBadmM9E4XEmSQGzl1yyjDwvfvaD+RfhZxDMzR5Jgp9woEX9tj+jsOTwV9qac06WJFm1m1C23BJC1Nx7p+pPXM9BnthkvOkAjP4i9ySh/OhoBjAvOA64DOeweImmdRRh8+it6ZDXalcVS2gmb3j0MfidCt1oJdGT+Ws0wbxLTjy/WQaj/f1vXw+Yytaq2wZZsjpnerWtuLB8omERToJHOlhApaIrIb8wrepu6GtGtjTs4HqTcD/TJH5UQ6esa0/sSRHEAKEPt+RsSNWqHMLHB+eKEgbf+gzIwcUdfkZPYnDWhssDiQKJl3kGBrKtKMiHC6zEgT2TEOFx83E7JuZracD7/99qtjby5ELddv23gzGLFdVDoOQ7tlN5HnmD5eTs8NtNYBITl/qJefchLQR296TR79p6rfmh6/dzuI7jKSInpSAWG0D0PiMHN5T8aMzllpD5yeZBz25DideSjOEzVmKphsm0lK625Hhv+ZI5GzH0xrvhTjhAANzZwpKMSPjem57ictWZmq5ObypV1N1ve1Pq7rT5wyFncwAqf4bSUXns8vHEsc9YNlORyE9AfaweyGOXE0fHJabvJVoXajiaglUwauHWU2WHm7X4FDmfA0KLxJB2egeiorQ+LjwrHIy92ujFwTTuvycKhWutjWZylVwOFzOodNu16Rk0mdsK2+7tVNDR2gA+h9PXFXEife4oZagNtjQp+ubUmSgxumy3b0Ub3I9UFH5GEtOJHPr+vdPTmhjboPsWLqQHnzZxpzbgjnln9V55N1+uqUAq+tuu7Z+7iaKVCpZhRYvHSoe362AHmfWI6fcwKZ+lw4VupvMdEcM1NgQT4ote5WhnW+ECk4m/cq5F3ZrUJTc9DAu4wTjmp+Q85Ha1bXVlzV+6dzWYhCoPeevJwBNsHeq+q5je2H76Zw7/lhzX02sGdLLgcaOEfXKvqNs9A48wCIwV0ZKWOmImlr3UEjKby8JYeCTq1fMQOkclMoUm5X6yozJEesPByefRHUkcKGfqMzinW1HdYK0dnxLb0bOgnkaHqKns7ZIQRvWRXumnJ7QJbHNyD2zgKBZH6QhsB9cntcjqG34zKTk9wY1fvareg+2TfaK88PkZoi2EDaB1Pqu0kBwOim1g+pHKQ1RSeIhBuq/1ezev9n28p6eGu1FkTtSwhkciXZ1ePkMx1wktmP+kLEwjTdKwPyx403pKPWy+RTIupKS5PjsumBVJM2OuSj1Nb0wqOOJoplFI08TNIfbK49ty9k5x0xNFj8b8YUddZb2syqu9qIqI9TSxwU9iGsA44m78w1bxbbuvY+CgSog0XBxULiiF5vCMbfH9Oiml+X47MzHu65w5LzSFOnAKd2qBsmbg8Liobx3UURYzfKIow2unUzG+TzzGeUMiOfqRYHg/e1E3JYy0jBDOidsYXURHgP83f1jgYaTc/qegqJQCKdCHI+Cg9koCvYBF947i+bmdn5fW3Uv9MXEvme+OPp8VIxQQp6ekd0+lh4cIio2pI9gJsPuXjkY7lKdmdOSNTkbc3XLuQphiogQ88Ex4ibC43ZSE4I3wvFwMt7piOHjNVOfIYsmpnZDpskycBTDxX0sNCj3gmb4DsmtOGQ1MyuI6yiO3svaAfeP6N3kDNtoh20fPMU/dKB3h3J2+StHqGK0sfiEMRYAYq7VpmZ5C7YiJxdHLba9fR4JB/udeVQ1zhSkLN4ZltpQg4PDDMTQMNgB2jPXGsqohwRKBBdSHwQzaqsBweO64fIMvlq7rQtRno+RyjCKMLJZFDjzgUr0LdbmvPjLOhJPksOZAkOVw4dShhweLqehRJtOGIMLKqvhjRW88L19FwPaeLsvvaX3659S3p8KamAJa91gKoCVM6LQkpQB2AfZ7YKZDu6ES8gQaFU4UBOxL05OcmzrYDKsbdmry47MIoAaXMq7EveON1skCfajLXXEJH/3HaY51cg8jrVksO5WZQd8LG4KWoOU4q8z2pb10yqig/a/pE7WB+JsD3ToZkdzccnGuLX7p4XB62QyjTpd/nuukmFtZk4rN7NwMzMBqSS5DNQNSD6A2Q135Cpz7dcvRh/8vu/z8wGSbSvl7RZuSAneWDVO0IoOtNL6TEXq/OR9qYUwTMCocji69MBxl7agaAj0ifZFTkix+dF2vZJwQIDbr7VdS3iblISn9/RAm4D7ePvMX26PpwI9x6KcDmg6ozIw2HqLSBjlJ+gUfZnMRC5YI7dzMj5PG96Vk64pWBl/zEaPK7RRVRroGqrDnIpqsQ8xcANh0hU4XW9fydZxzXo8sBARbv6PavouR5PhlSJpzvMzD73UEbpgxNyRJzfwZQh4fqtvAwUdYUKiaYP5TnYkufivqQaHLJnhwVGc3zeJAZP3Q+OOgslWLXFFL+TpJkmIufy5pSKO+ZaikY9pUdUk2mgo5ru3+kHA7QAzCt2PGA1l6f0SpvatPfnUBUMgvdh0g9zQHMLc4ySPf7O2JWDYpzelNrMbC8vG3TvKGzET+UVtXNtF7GWHD0a7WhDGUizE+ECYuIE5gp06Njrs7Ihu2OtsI47U5AUWD9ZBJkOnqNydHR3oYRPsrhrznHMHUMjDz0wyb8dTnr57iKAbGTkUMwdKjh1GkkXFXvVNXBY0buZnCCv3vdUtpnZzJaQoZO6kXw8El3mgx0hywNUlrLWm6Myy7PS7SLpnx1IfqcYvvtdTfFFmUZ9nEQQ0TUf63lIR6CN2RfikNp8z71/od+g5h5kdlyUm8Mrns0GdUrXRuWoOXWoUZTTW2trTQxvL6fH3kmE++xOUddDms1iS++8uhIC3TZaetFRYxYhOgh2sDOnYDx/Vyl1yyCQ6cMn8vQypD7icV1btK21+fLT/5aZmU1Dn47FFFwTI4eyjx5YPnHxzJsr9dnJl21tOiy8w1gT+8mHInseJo2ZvfGxmVm1oElA8T0qQG/Uw4um6B0Jxy57YWZ2YS1JJfY0eTrQGtp4VlEXHZ/hxBizXQg5BjuoxHNjXUN12sO60DmvKDEbNA7epJbyE/0BvpqmhjtE7A7AdlybeaFAF3eDk0Cnj8YziqAph+q7L5WDEZsryOHkBsa09f2RwJeoApXowuFgOy3yBXKb4Tw3XCr25ye14L0A4E79enrOdbbMzDYXhdAQ8vf3xI36vdPgdKD/oqfjKvu65yb04IbjRno8DfTIny010FrYUFbrckTy9TCXKJFB52wIqG4PMjPu2BGpuncsx+lte0CdkrQR+412QN4+v6UqKm9ZZGaWyfceuZ4i0Bxys3wzaw5NnfjvrMJmj8v1qVBkUmfqfE/pCFanuhNEvk5zUr9HTUKXXBmwA3nISMAm8BmPJ4Fj/kjXTsSABTsTmfuP3Od2Tc5QsacgZBvFCY1OePZX6vr3yjKC0Jml9Ph4Jjg+rJDjpj3QQxepojuL7zczs6Vbsqk9pLtJnN6Pw7q6Cl287YquNw/4MQck1lOeRBzm9+UYbNQg4ZC0GaJs0tYZca1YmLI5BtmX10NAMsNenzhm8Us5ccTeUdN97EfaP6hY/+khUWDOz4c5svRQ6cVD2B1WVL5356NmZha1dW53SY4qgYABQd9MCE44n4egOUhR7qenErX9ETnZGfxejIzMZhzmP3nW5R7s2Zbm/wwcVZf4YHeEW8PX0+POpBwYnyuU2CG3fLKlwIKO2P582OeG78v+Hs3q3WabcmT3LwY1BkpUuWNlZlZHWpKO/Kj3nsb+O9Bj9cn3p8cXGgniivQ7AYZqQzaYfPCF5snIOMcbElG7fu2J+Fd+7AfMbHAz2x2XIXH+k0cXZmbv3vyJ9JgSF1w0vhBYfZZHYcHxjH7Dtc+G8YIYHY4NtKLABpYYKzYJn32ol0nU5SjZ+JiiyrYgFIu+ZBQCdYRiG30EvYemmaJAM/Hy6AwNbSpCY5uVNJWCaL+LnD2rj3qIE4764btrWd0HiffU43E0g6Tv0TtCLW+c/e70+Ek0+vV72pqRsjh1mbiB95O2LkRw1ifkAM/eg7YR+C0Of4/sad7R6R/bldE5TKQW2DVgtiA06Jduai792+O/mB4/HA3XMdIG1wzvZgTCrP4b1JNjWmFrSBtNqad5M+J6gJhrAxEvCiTGdhJ0BMbs+aocWQYLlyI5uyP3wvzvQIvrtbpSNGuHcq4u1MJGQcPPFB0Ro8EesGHTYeXcyDqQGGx2jaTNDAnJLARhoOLOQ+8xKDTRyeW2nvF8ObzfnY5SZuM5bUrjmB+OjK2X5ZwtbN1Ijz9f/UB6/NZdITB9BEY+ekD+ckgZvTQa+HgUqHVaiJlZfm05PW4uKADwoG7gWaOggUGf20HypDg2y+BKgXC/WwrzgnzXkaaujZu2I+oZpP4o/P3C1J9Kj8915OwNPUhkJMZlf2l3+U5nXg58xqOzItazUp6alCTWTy0HqkFnRMEU0Tdes68hppSp6ck1to8OCZ4G5HOn08p2Sul7wneVNpbT4zvnxf11fjIR9Icl3dtIDKHgWA7+lURge31S10gqBwtsJhPuL1tXHaIDCWWz2ELMMxzk4o3fll1mitLtOQOPlfNC+mfuqzqTTmuvmsgCoVcu+3lz/Tt/jvy7dfS8zUbgJwOE8Pl99eLim0tH7bknr8S//kP/k5kNkohHVuR595Lc8vK48tEX7olYPFANCdTJxW3raPl0e1ETe35PVTlphShKe0kGpYPXR4VbczwYdkbSVBO3IyzsUjAOMfhnjKruD8u5eGlTG+KfKgXi/OOaWVM/ypE9Pqvplpy6PNKHLhNB3tpGXkaQlXFs95J+F+B8bi6/cKjI5WsnA7eJUDKrqCbuKPXHJry+sNszck7vjSgdvrgjZ7hRXwrf9UDRc9SQY0Qj5+kjM7P+dHDa2NKLbZqogM5qLh+vHevaLpTl4JO7s58PaObkPlLnSH1wnncSMvzdmjYXpkEG0GBWySWGhFp25FqRUOybNecPq2kZWLw6KaL+pe2AMLBKkwaRjqFXgDJNRJI5Nz7OaUfXyCXZGtNG7MLGZkLZiXCwQpC6fQe9cJ69/IgicT4SJfKm4+QHEX12PSwzs8VGmHtE+I6xtpnu53B5npjCti1dGxF+Xx8HFySSPXRHc76LtBLJ8i76OsCHpUA1As/8CeR1kqwpDku6w44FWzkO8eBV0/de3hVS+9PH32RmZv9G70fScx8b/jPp8fkRXTuReK9uPprSej2GE8HWflHCRT2Cw8rioAK6OGTQssv7rK4jjTiJXtHMsnjhGqkKB+RoIWCl1qWP4oHuk9kCImouMTW0oqDJwLPdvyg77/OYTnEDhVKs2N6HYLrP7yz2MKLsWxXNBQ++qKN2q68g9WKkFOXwBgq6kqwHK56pkcdiNHdaGZhF2Ec7k7oeghTRfjj+xdl/Pz33DYc/lh43x/V33oydNp7OMnno99t6hk92A6o7/uz73lypz34ml3rZbLq+D8V6F5GkwzEgTwHvvgMnqpbIa3jO28zs3H2RqPfBXfMNigjXISoO69uKxtpQuPamwJy4uSqIkzTAyQZ1NKkNnqXN021t9ksGFCgfkJYCyKnD91USzj5xrtRdRoXbHnpSfmpTRu5bsyGS2qgIBRiBptR+VE+P70Hi4bgXpuIzZRkwbpgfHhViVkyM4IAeWkcoUoyy9YM5pYmHXwjEcnLbKMny/JBU6C8mArxMAcdQEM9sa/N4+bm/kB5f2gi/sV08WdbAWwiZmdWSAgBW9A7ntWmxCirOy4kaaybCmyWhwUuG6jxs/E6Gnz+UsaNm0ih5dzDG3uN0qqn1wSqqHXBP5ts3zGzQ8HP+0OG+tKVCDleRz8FZjJCC65xTEU6uGeY/nUHysqhlRzSilfRirDzQtdUgRcEgzBFaOk5EKkdbWiv1RAS6kYXzBumAGJyXLuajF/3sVaD+DgmDGbTZcftBTUNKTpT2gbRguA7aAdp81b70a+lx55wQgddHQyHIxW05Pcdz+r0i9CRZJefPmIVNRFHHCtCDS8wV26CdFBSYDaIynoJiB5JLLdmBNrTxvnvnn5uZ2fZZOZx/avkHdE8ZVKTC8XGbT+eM6cWBkfQ0ZkX33F0V5kRwzppnZJuKiQPHdlQZON9ZBNmeVtuHXASlQw4m5cBQCDkN5BEU5aqyNXRQUuFyyrSAg1Xd1p7hqgHMCpBG4YismdmVAz2L12vhPZzv30jP8Rk3unLaGtXgGF48lu2fHEJxWEtgErM3LgpcQo/VDvZfOkm+bpjW7iBgL9zUb/dnl9Lj7mz4zDe88v9Oz9m81lXhUNfpFA532MwGezeP74gz2R+TTYg6ssGPG29IRy2K+ynMPmDYmidHoD4oTEoEixvN8miYgJc2VSVyDKV7qkW7wxWhV+jIQ0Ug/aF6eszNyh0jpmgGSsIfwpAkC5POGRcS+3NW+ron5+OQ/9GvogISRnA4aWDfHNCw0sL+1jHJeniqkE1sy+zyUNGzrGCTHC+GZ7Vvuo+pDRkoIiaOkp6/A34MnGn2mWwhwhpqP8r9O3NLKNqZpgxb52JAoDJ70KLCws5i862hx2OvFAwbW4dMZpG2RUqsUw2OAasXrxwJgue7Y3XVcLKxXYY8BwcRKkdz+PzIqyqzoTxQp9xamEN0VMm9WFjTdXpJfGtCDmBxXd97dFYOZWEfbWaS9MYAGoholmvQpTPYy4/aYAysrKV346OxpA28ihQ3x8hWkoJBNdjtJ749Pf70vjbP944Ew943ONB9/R0DRNIkPGXMNUpxzxocQ0ffqIFH0VCmuVg56KMMMVIb1YaRBzJ2qRsCCwoCF5+XMx2fhZN4SynD7HAt+X/93ZMZpJ3auLbE1uyj2nJAyy6jtXK2qYCim9jdNgIr2h061OvnQsp8AkiVIZjuzuu5UvbFA2s6Z0SA+5A3yuWDLZiGXTJwkAacJCBJXvRCZ+neJaViZzeAYCZrcKCtGoXR8U65L7nTRRS1AMTV+VxmZsPoC+2jvaR/Z3srF38lWryGPp1RV/sHKRUTSR9mBtMHXf37CESuZxthT+TcrvT07xSiH6AcJSlhppRZpEDnM7od7jlT1DODfLfZhPbXzIbsYybhnPcX5SBngE7ntvWeDpLWazVobHJOsJ8oaRQPq3qejxtvSEctjjLWSvSzant66BSsVJWQJg+rRBhtlFbkMF0sJ9+HdFd5XVFwD86OLzBC21Tep2guUTKvBnx5RilVVvL1UInofJSJTSEGjBrm74vAugWJBlecp5NZeFwq5UH47BCg9NWCoorPNmXMr4wlsiddkEULmthf2FxKj3cPZYC+fj6kGLYzcgZerCvdWcjq3e21wz1fnZWRqD1Qui+7LkOcH0VUlaTVyEEwvK/Di9owXXiXznQBCGi8gU4SIMh766WJmhbrvskRGetpM3fF9i/F19Nz52pCBim6vFuUMfICGKJdByVx/3IgkX/JgpM0P6LfdVkMM6VGzdQ2y8zMKmH9cH1wZA/kfHu6kvIvbaQSmM5anhNqeaYRHE1uuAPO4h1tKNFkmNNEvYlUM52XgUyCc3Pqy0JiDM7nZ+fFZ3y6GfQHC309Bz7j7WEo3Sfp7GKsufRaW8b8UlnRcyejteBimpQpOdvRZ48ZWCTUAOoQsm0YUzSdEa2b3F6YNyyEOYNnXLyPjTqZ/2zE3r8oJDO7pXluc7oOl3VhWpZ6b2vHslGjlRA0n91XYEFKSh7yHCtF8TWd08NWel+M5HB/zcv/WNd2NXRYIX+oRicLVA6m7V32ppLTfdI+ZBtwdpPqbv57F7Y9xloqLEOYNpFyYTX+med/Nj1+eO0b0+ORozD3KgzGgXpz48+3NRfiQphjq2eUtpy5I9sPE5RWwLK5vHeaMDPrQ7g31f2LZO8XUbk90Ze9elAGpaATbHA3p8B7v6N1sNTXfPM+z4urQuS2hzQHpzLaw9mNwtP27DQy9rqQ4SOgmpWkSp9V/BGDG1Aq+ruN9DgzH+Y8kbxiT3OF/Z9HE/3GX95Xde83ln89PX4wpEC/mpONJgfzceMN6aj1oqztZ4MhqMWaSPR+OxPBUFLdOrOlY4NR7kFrKq0oG8ECRUogs6zJH8+HF9Njnz2mEsALyEC3rZ1wCK6uijPHdA6r2rKHwVBunpWTQQFApnaI3Nwfvx7+PdbCXwTJ+LWcDN6T5wPaFwM9mGktp8djdTgfCXF8CAaljEKHq2N6B9MVfcdxkuab6GoRNPJyTtir0grhuZZJsj2EeDBTlEBHbCLZzJC2vH3tu9Ljc8//ZHrcmQtQPw1/9VCOUwGSHIxQvfXUcQSZAFOK7qW2nNqxUjg/XkJ11gBhXQu4BdHUUvSouC0jXqYo37ERNgSibOwF2QMPzEWgzczqdwJvgq11xl8VctqZluHeHg2bK1M7XQgFs4glzmlepJpi4CoObwHJPiPHx9OyGcii9CAd0prRGiPvzrXvNi4oLTd5SxvYW9Z+2r58bDzxwfR4dEtO1NSkfts5g0Skh/LY4IG0kK/pqVTyKxm80RFz7h+zAo2qAivq6LHvZ7QfnOgLv/P9OjcFkedROXWO9g9Uv3Z5H5qD5NHmVu888l2NjtbEtfhGenxowRbTOa1B929jWBtYLtZzczFy9se93tJm3keVdlq1OiZn8t6YkNzFLTnqTNfO3AvIcL+g9TXg6OP+nDPJLg5doFoFzLvDy3KY0kAEcyUH3TK223OiP+12tKfr6cLZ4+bdSvTXiNSS6lMGt+2T2YDmfQh9Su8+IQWClabs7jO98NwmC/r7TqRn1YKdI6Ls87zRlq15Jgv7AJ1NR9r2x5b0G5AeIgLOZ+/vhjzC/aXr6bGdwL+P1uQPWFnXtnNZzlUN+/1hQp0oI73KQkOCIv5775yWI9tAz98iaDasnKWteNx4QzpqGetbKU5Kfisw4F1FDY6oNSYUBYxtAVHYlCFhIsUdool7EoR9uKhKtTnArd0koiPpl4jBAE8DC9M5BETiOI6pop2geYTKWZZ8f0mVLV/akhH7UDt4+kxRdWAEOHwzIgRNIvxRhDRfMxiKx+mhUUGd6uwPDoIxnwYXbxQCxVtFGeXzjfDsCf3HizJKBZSMtxdk5B0xikHCXVyD+Os0tKQehud6uypU7607N9LjiErve0KXxhIeS3xV3I3P7evaztR0T54ypYTMbbRbWoiE5oz25SR6Q/B/eEObwXuf1Wb/npUfSo/3z4QULhHQmba+l82xyTFxo0NEevuSjBlbek0+COnjAaFhRKiZWAbqTBvIZ4KIMSpto/qOo7CSOEwwkr8ZfSg9fnf/U/peRMoH48EJYANvKsGzuqy2Fhzu8RVtKOzs0UEP1V9bDc/1fXNy0ud62gS2c0qlMD16tnHDzMxujiiwqkaN9JiOsYsfTz64kZ5rzmmjGobkBFFkR/tX3/U96anpB7JXdEQclWhNCsmqkAAO3amBjEP8KAowm5MN2s1PP/LvjV49Pa7mdA2Te9rYblUflR7q9sEZRKeREvi3ztEdXhaVYbgABwjIOLm/tWPw5nzAhrMi8zgp8qKETBE2nMF05fPiBMZLQV8scwje3o6e5dbbvi099iCii3ReDoE51xg73jhPiwUL99qy58+iIOP9xyF466/pPs7sSFOt865/V7+9e5jcmxz5CtqDfaYlZ/iZqrI6e0mHmuGCrr3X0/o5yAtRne2Fa2eFbSULMAKpxrtjb0mPzyUcTRYKlSDTw4rlVIoEGmgs+GBlKbvRVO8Ge0V0rvyFT6TH0ajWazPhFT5o6Vk901Rw+4lIGbInRxQMvd48ed/leEM6atleO40stlFeP1yV0XVUilU0A4KO4CAxB65zirSo8cVNwAnOjFZJ3ueio6OWT0qIB6IqwO0Dvfqc/wAhTFbLUYX/+AxU9rfC/VP1mlVE1++Ig2d7jfDvF7UoX2pfT4+vVYTgeen2UkMG8yQxRjOzoYyM4LuikCrYj/Rcj02GaKKpTcmraPdmtXiY+uwtCwXJ53VPUeJ8RwVEQayAA3+hOxVQzet7QjUHBr63t4RnmPC18ki1nBtR+oS9PDtJVLnfUVR6pafokM5uO6O/843/P5lThZttau5yDnqvuksNpTvJRbzW0SZJPpodB+PYRgTLBuacY175R6FMbmaULynQSUjQmoG0wksgZ09AQT4RZF2fkNP7jiPRAUprEGkFCuRIQgupNgraUorDgyhSJNgCxxtfm5m9Yz7MG8q7NPOyL7WeNgyiZ58tBcf/LNI593P6jfnecno8sheOiYZuY32MdrXu7lz7jvT47Cu/YF8+Mg/1vfGUnGFHxAYEqjH4LOhQO02AwsZ0DJ7saf3/RjOkJRfrmh9sFbdeVLC8dCznqpkghvUs0uwdPQtyFL0/6YBw746cE4pgr2SQSs6EecPuGfG03hfTaq6TxvZOmQcK/jffJj7jxJJsWwaBs75MAMLEPaF9n18MlarP3dbafunSn06Pzx0oiMii2t5RciKy15uaH0xRbyU6nGOX9c4jOPpTbdnaF6sBhJgyzX0WSr2zp/W6B9qKixFToJkctNf7eueFRCiaTeYXtsXbI7dvYU92zCuZe6j+Zu9RAzfcbob9hbY/RlFAfVf2g+LxnnmrvKSUqgGdpp/gYsxnCuBA5hQIfnDzZ9LjnSEFyEMF7RWPG29IRy2K43QST62BcA1e2X5CnmTlzMYVoSeMqilC6mjGxJ1fSc999opKd5/LKLL3jY8ctzZSRpTtoBe/klT2THZkzAdIkjCYUSM4ibmcXiV5R4x8L96SAT+YC94/lflJLGeFV2cpbI4HIJO/va1N8iAjo/PSRnBqJ+AsMHWTi2Voa0eonEwqGK8c3UjP9ataBPwOH5V9bRLU4spekePTY0VVMyzsw6eEMg6/Du7fGAilyebI1OkxyvJLr2sjWr2oeTO3HN5/d1K/y/d4M5ZTN5NUYk5A9+oY7XJud1VpdSanxT99FDYH8rW4mXMwGvWRgcxIDPi/C+mYKHG+GBTcnnhnenzxvhADN5jk89EBptQLe/H5+Bu/rADg778FDhdQOVeIv30gJ+M9W0phEs3gXHEJnBeWhAY+uy+DaVDWz99MnGQY3zGsnz0IAnuxyN2W5t0TGfGKSDOg5MxotGxmZq/m35GeYwNud2rMzJ5MUvVnjmVTZttyDNiy6Oy60va+dqdXNEePLwtpoRPtiNHwsrg08awcmU2Ia0/AEfe0LFGJhWmgrxHeUzZBXLtA4ZCW2ujq3c3CYVruBge2ilT/MFB0cs2yQ2Ezp3PGQJdiqpcbKnpw9JUoLAuTRjbAFfPeqWzNVdb1Tt3GZs4NPNHnqz9QEMZgglmWM9lk/h/rnp+4pfT8MfqpvlAT3/Pp7RBQDvQpBRJHXqYHDtE9BbQu82Q2KCe0kHDQMnh3bQT0rGrci3UfI4lALqUzaEvO5pbT40qyB1fQNouFSeR9FzflzHXGwnso3Ubq84qyW/GIAodaUjRjKH4hIpl/DUUoGHnPnFQ1Jwa6FGCOzTZDsLADekIrwv4DTdPNSHtNFiLwjxtvSEctzmTSXDYdkeyhopxaUn3JqGzy82oHEqMKpHZfE2GonBhKbHBvO1T1YRYE31ThGUgN+72xyvR+CdylJNfPXmWsWiMx+v717zQzs6mGnEGSwin6yOHPheX3zm0xMzs6JwNdeTlETf3nZCRYRcjU5+JoeMaEksnRKVIIF4hRPR/+biWn50ASMSOz3bnAG2MFFAVYp7cFN5PgnhkPRmX4FRnUeAwO3kOlBN3Qrl37Bn3v6/heGOtx8EL8GbbmoIsHpGUcTbePk/QAK0HZI7OAvqesdvPCgVJGG65zVMwGidr+d1SeP55FJTCMY+Ee+JUJR5MI1lhXTmuENI5zRe5Oy5GbPhRniu85T22jhMD+33wYvKMjONlwvrwt1HNVzX2i2gOFECxOSMjDRIjbk3JEmAZbe1tIJV+9/XPpue0JzceDDJDh5NW8NaPq14cZpQnXkKp/2NF9LA4HpK0GNPl2JGT4bLGRHmeTH+FzoCM/vKfP9ueWdG2vhCCzh6CQ2nIDMkQeiMDeRXtCA+tDmNs7Wm/5JFikUGw30vd6714zs0wxrPmXd/Xcn6vIOb1S0FzZzijAG+6HAGAKLXmIhl19qGB5M5HhGY+FyLGSdRiVeKRMZBL7QCe8jIrd0gZSyh44MNuC1DD7bGZQhJDaa7yvGJv93qLSebtJ0DvBXrKgWZQeaI0+MwzdtsQpc6fQbFC+ZrOKYoCbyXMDYk2UfeqegteduZDiv9NfSs9dbCnFuQ8B8+WGjudKSbYAjlwPJCIG7HfKwcZcHNN9ks9YR6eA7KZsnjuB69eVOp59IPsQoRK8Ox/eUw5V/OQq7j/39elxbQMOY2JXy7CTTicxG2zA7u2itjtKh85ktIfRzk+iYGklklP6uPGGdNQ47tblcFwgeT1Jx7DEPTctDzyzpgXavCIuUKrNgoWWY9oF6VOvCCInJIIHTkj3t29r0/n6C4nKNDcqKDK3p7ToZteCMzfAtYP6MgVCD5Hm9KrGoykZmnJW90EuyPZb/w0zMyv2HyWxm5lV+4KbpzsJ2tPVc3icLhXV8n1q0/mi03t/QWTwbBTuaeR1RcbTG4q0+NxIPo2TtEj+daVJuSkdXpGj4f0HF5c/np7roRqKBR0dRI25hOdGkdMY+kETR7pOr958eUsG871DMjTlggzNAfTnat1wzX2kXx8My6Fa2oDjk8xvprAq91SRRrK0ARHzNNfUtgKATFvo3P45bS5DSTHF3K42SfbQHRAFBV/TG1AX9rWJMurmvCkm1bTklGUzSPdDeJVrN1tK3g1Q6BbaSRXb2lwv737czMxWzwt9Y5P4PDSsWkmDegpszh7BmFf0XEs1zQUXW717rI3oYk7pZyqdj68EZ+YYGovkoh5dESrHDgHR1WDznDRuZvbBQzmqh+jiMJQ4ajEpAgjY8vf1/hlw+mBKbaQsx6Fbkl2daITn8vYS1nZb7+P1nGzX2bwCimoip+TdPszMZmI5bQx0R/bD+SwQ8D6QnwwCHdpEp5SM3ruRnuOzuHlVxUYXPx+4n4ejEO69pyB+AFGuyH4eTQcbWyrr2jtI97NZ9/mVBKlOhFbNzPqTmisvzXxdevzEmmgZjkDRyaCe5AQlRxIkiUieV6uHa5Od8/l4LtYcLTYxP4AWv7Um+9DrDYhfmJnZnSMFt4sVIZ/utAwgpCgqGRBSXlRxlwd6cyD6RyeIwYd/SO6f3GJNn4Hnxvnhv9FExyGKBxOV20sEf6cRQLOZPav42SM4E71Jqz5ji1IOzbkHEqONUannHjsjLab7+jOK3FjZlXLFqHhPIUikz/KJnAOrpdpAPmhc/wy1yPbDROmDOJ2H/lR8grM3ugGe2BkZ8K7p2uY2bqTHnkqqoik1q1mqSCvWk4opRhI7Q3JqV1oQ682F5/pMQ6kxNhVeK+i57oKIOdUOi60DOQi2cjnu69pmO8tmNlhxxlQCSbtlbCSupm7D2qhdHNRssFl1tZVo++DdZaGvQ0SVaF8jgbcrSKlz/vCzjjrt1/QbPbwvFhCU27qPX9gJ6bHnZqGNBd06Pu+sO1cwdvevaANfeOkX0+OjRVV9VhIS7e05pYnPbgo9YoFIdBSM9eaSoP35mxCBhggp2xdlE35XewhV0ZC6Ie/SCcMjQLf7WM/UvrIRvVPv99jM6pmUe9pcxm+LZH88HwKZKRLvUU28N6frnEnkB9h0uVMGbzGSaa310b0guecJvCOmBIk+ezRPh5XyDJV1oJYsUkrGB1/+b/VnNf17JQt9uqT68Ghcwd/QQwVsh0/r/VdfFN/13lu/2czMzrwg9LEIx2kIDqwLTLNvLB3ZZ3c0VzpFvVO/1xHwhwYc+YG2SOGYNp7pTDqnBczBV2ZCAHixKYe89JqCpYvHur9+wu0bIPTDfrATQCmvtZvaFQb3sLVFVDq7U1dBdfP2jBDXKzuk1uh5+newU0QWQWimIlvrMk3u3IbvAsoKqsLYRkDPKJ5MtKuVgSB0Ew5KgvzWodl4qQJnGY3PveqRVe6UtOHzLj1UMOj2vIcK2iwqZDk/Uk4ts1vQi7MmKCLgtvUT/nH5joL7gYAF6/Ew4dpRGLsY6Xsf1z5xGKoAjxtvSEct0+ukPdjYyoc8Be9PeAT+WWUVyBig53tz4iCdSSZTaRsRyOzJKUFfmHSsCF0bzpdRLLA9HxbSKAoP2HNyA3pok6+GCpQInIaZrjZUDm46ZV8UWBzc7NjeyvkNq8Wl9NR4VxERVcjHO+G5b00IvWOPty76Pp5pif/hrXNGM3qu1XYjPR5tPyrWSyLvAIeAoyWj050L7yl3T7+7f0FO7cjdG/psoqyfu69Iqw2l/MJdGYzKPaVxSvXgPN2aFiqzsI9UAXh+rshejqDJB2iegrcbRTnD12fDs19aF0eLhjYH7StHzFh4Mbmr6PjFy6oMvLSLqs8kJcTfoOFvTqg69eDJkB6mEChTKTk4XNw896ZDWpHPndwl0gRc9qTOlDu6FBSPkbbHhjm6Gt5TjM1ufFmpnfacImVvAbQ3DeQZUhXVnn7DHbRb7aX03NWM5kQpPsBnZdi3k/c4eSxklenMl4+EcF8rhu9jk+guRUGBugwYcucHAlGIqe+IZ+yBY3kPemkIZCrrmit336q5svh6guYgYGEamUUPnvocuEQ4sgNOAt7vFwqBb/R0SY4zm7lPbwkZziROYBdoEHmbJbRWYguxp+4GR2xrQTzJ3KLS3SwcyB2Hd1rZgWM1qrlG+aLfyIky8eHsj5uZ2d4cNN4gfL5z5np6PPpq4ojhfY3fFwWGBR1sQJ5LuJ85BKbMvLD7ifOvKXVD5+NgWt9b2Q97EINNdo8YMa0Jz0KYqUK6W8Xe19GaYOakn6ylPJC6Sgki4kCf8qAvPXh70EAc98bpZmZTegeshPbWa+0F2YHqQ8hYAQ2lVIvrCFJ/jRzGLgKLV3eDPZof1robysje5UzzcfwAMioIWh433pCO2nGuZi9OBYj42n0JC7bPaDEeV4MXPozm4oaqUCJmS9sy7K+MhAjsGgQt85tAWhDleHqofIDKUjhnTNcw4htJqusGdN3giJBL5+dbM3JIvV+c2aCyPpsqe5RSwr9n0WeR5NPWeFiAw1iU+zlFkpMtVLkkUcPjqsjmO3KuGCmNJY4f8/jNCLAxovG0TyKc6bT82swycLh7szJW3quwNy/HmsRzpjZzzk3BbzCSHJuCDg4c4F5Chp47kjO4V1UwQL0zDxzGe3rP92pyBrePwW0rwgAnRvAQvfWYMhuB0++RJJ/rfQgvPnVHxPqDWTko+eT+f9aU+vmWMc079sh0nlN3Rs96ZxKyKIjQby18ID32FO3+gu65dAgeFHTyXMjy1UvfmZ67uCLU9s6CkB86NlvzwXhOHS2bPqCApLAjB8WdwTE0dj5GyqMFOkA7cb5GCjLE/+h3RbP4C++Ug0PeYdbCnKe8DZ2WhSHd/1AiM9MDyhwhpdydWUqPc6vL6XFKmMbcjTBHIxR6lBKUmOk1Cp5mQKOodbCxJ0Ho2mUFsSygWGwCgUjW2AH0/fJ9PROis1S9P9cPiMd+JAewFWvTptPvlXqsYmfGghQIao2tng3o9MSWAmjKGxk25UzCjyJ/9+OHoku8f0gB8pMjQmt6iZYY77OJln9sUD6aFLzdf+qb03N0SHnPAy3EknfK97UxLyR79p7mtKc+SREgZeegKNu+XQhOWT/Wv6/vyy4tFmTnaPNv5YNDVI80n0mHOKRNTBy429Oit5SBRM1gj+7PQTS2HfYj0j7O74gvHu9rznsP1CyDe4wIuqgRCy+SDNmDaRXjzH/sH6XHpbO6nuvnE3Q6o/fpfUzNzDbqCsLuVxXotvsKVB433pBN2Z9++un4p3/qp8zMbO41VTN5lYiZGjpTyI6kXSJNJ6mzU56ABQvsOehePBvlkjexh412F5WTXoKchcYPOVH87VTjDAuYemhUbyei5s9ioBT5BBkSM5FkmbZdrV0+8bPjrYDE5cFnIofrF7dg2GaFQHhq725ehno8o0U+tqsF5k2cx9B8PIJgMMVv29BXSwnncGpIiqdz3pkPG3R+HSgr1wqQBBakuCL5wWUhdez9xtSWOxQbKOGmaORRVvOR/AbXs6PhG5jH4E3kDoLhfnBWFWJzD7ShsMl3B616HKEiAkwdtbFloLbJc+tOYLMHz6dVqqfH9wsyVh5tzq8qEGLzcDoUKQ0Ac5/DeySaDfa9dbSTzkcPAdJuXc7lw0Sc8unln0jP3brwTenxcNxIj50/NZCWxCDCt13HppwU3szu6bmy9+SLh3o+bykE5KO6q3e7MqVg88wrv5QeE8F0JGkDmlrLbRD5j5RqdLSitEl5k0flf8zM+mtC2TOTCaoCJH/9aRGymVY7SLIW5Nc1oRe3W6AjpnkzFAW7s9tHFWJLAfIu+qVONMJmPtAyEGvC1fjNBtE1R/A471ik0kdqu5Skv3pTsq/7SAlWIPVEBMq5V2yhNfmiggxmZNwed1HFTnvPdF13EpzqxP4PdF3BeHBBuo7zL/1y+N3ppfQcuYbkTt+/8AEzG3SQKTE0Z0KGD3N6T7tJJe9ZSMjslnRPpOQM98Ke2c5qnyAlKQ9dvwNkwMZfC+hjH8LXzF5lUZHsqOXoi5r7RpH5S0BUwY12WgaLcVi5XngAXuqFsN4GNUQ1H2tYE5xXW0nnkYsXLry5mrLHlrGWhcnErgK+aZkhDw8EjOR1olkZoDLuwA1oCiG96s2jzeSgEdp3IVUzsxoW4P6oopjNkfB9c5sS1uOkapJLdOuGmZntXVJZch/fW4mgdI6KmVRlGzIa+btIyyIa99Yn94cFGy/sKcr7eFdR9QdyYWFSO40FBB+eluwJo7R84uwOlcAriRW5FbCZeauet9Rk+Fn116VIJ96pp4dJ+o2JHgBd9DL/9qy+i/0kc6gGKxjSRslz+/UDOaTPlvXZMhpTvxwHJ3IqL+fe5V/MBhEMVnB1E2efiCSJ1eyjeJCos2+39D6m4cid5JyZaZMjD3AIavLH03ouns4dOpJxZUNkRs/n92+kx74GMyAAH08upcd3q5pvEwnhmNfAQKYDaZEKUhqvXQmI4PyRzrHX69iG5nx1KDxvSiBQO+2XVkQ5+NCZ8Hc59PalnMpTeTmf27Hm2JiF32BbKCI8Z2sQtE3W4/LiB9JzRdMcbM4DAQXvytEjamrNDQGJ2gRvs5qsQcylexdFWJ9bE18rC47V/tmAKrGamIgKnRJHc2v4DXarGI5Q/AQhVO9YMYYuKHeG9Q7Oo2iGgWw6juV8UTvvJCmOGLIg7DHLtk8nify6SLKZ2b0FBTJnXxBSnU1EVosoYolruk+uY0cES5BQGeAfwhHJYS9x53F9TmgfO344+mRmtncu+ALVBpxzDAIa+USseqSttU2eLVvXjTXliPTKYX95vq33NW/6jjnoOt4dCdfchiButggZJwAhTmUwM+snNBM6snxHuwviVHuxyL1nvxP3pj11fFvIYHtYgcPD4eDgLx4rMGV6mVk4zwbcH5Xtr2Y0B5+HuPgCms43kDl53HhDImrXn3oi/pUf++dmNsgx4YLIJdUqzWFtIgPNamGUli+KbzCzFww+I9Cb59Sr7ewOiMjelB3IAEuGKZ3BNlReqdcCAbSyrciFk9Gj54H2P6+IcLp7WbpMrJJ0DhInc21Nm9n9M4KhfRwjqmI6eGVci9H7lu106uk5KuyTMEoH7rfXwyR+ZkoGanFTv3HEar9kcyxTWoTCnJARsKIilxcuBY7NFch3DFTswmn39BgFNImslm+LfMyWVU7wXUcDe3L0jvLU+wq/sdGWsZsGCZnDewCGvwubK9Ecl68wG9y0WiNhfrPdEJ979VgGowhV7+WxYMznjpXCY7pufFWG1u+ZAUkb0ghMQVFUdy8REx1dE4ePBTQMnHx+D1SQwnnNIL14XNbzvBmFje+5VW2cA30xEVg54txFcEf7QBL6XoLqfrYhZ2myque+UNDcZErQ5z+rRR+Y5lgtp7kydRBQItotOuFTa9DlwticStJOcADZV/g3Z/6t9PjdjaDRFedOjtk5jyvY7Ku74f5ySLV9fkHCrLstvcerQ8vhN4AubHX1jsZzcigGeEyJTAa7FbDnMYsTvAiJoqrkge3P6D3RBu2Uw3tkY3SK3xL5c17Vbk1Vn0TGYtAvIqA5m5dDWn6kITtIhX1Waa9NBXtMEfWBtQ3EjEU47cQJrKDd0va4UEQiql5lzM4W1Aolgut7TRttEFk1PZDOBQf8sBeOC6jM9m5BZma/tapruzoV3vNQVg40nT6uFYpu9xL9SRagVddZ9Yoiv6TDSP6ObE3nnDiDHPnVR9OjPdp4dhSCk+gFeuQq0ka502c2GHAdxeH6n740+1hE7Q3pqL3l6sX4k9//fWZmtjKtPP3CPVUt+YaxNaOXNbkMRwbpsxee/HPp8WI3TATC5wc1pXyomeUbMXt5sdyfZcDcwPYnQmQ+clvR7GuXpTy+tKPz+duJHtxFGTMnqZsNQsU1RFDeB6/Wl6Ed2dMC3a2BkJ30Dt2c0rNitM6y6mbCtyAvh1IV1APbrMh4uOQG/47pk0OQ8CuJAWfxw/awjOfM6o30OIYzszN+MblPGSgS1tnSy4U+9yGLMQodsVLrUfTJzKyZtJlZqwpd4aIkN8ffE/serg/r7zhYSXRYCNfEuUQHh8UE966EIIPpxeOa5sTzGUH+T3fhfFf//+T9d7Rl6XneB74n35zzvXXrVq6u6lDdjUwQbIAEmKNoBomysjSyZNlr7JHtsT0eeyiNHEYjypJlciSaFBVIiQFikBiBBoEmiNCNRjc6VbyVb87xpD1/fN+7n9/XdS/EWRqZFnqvhYXdp849Z5+9v++Nz/O8IXAm07PeLadFfaThlbfiNUCmBEEWAddsY7jeW0LyWaOh1bN7qydkqbNtBY4eLJgJymCWVtSckb09KUxI55buJUV8T2yH4JOVIbYl90va2wMH4TOuFVX1u4Sse7db96cDEiDrneHzqDNWgODluR3tbXeCDTBEWfU8gGwFxZ8d4Mz9wT1Kx++EDNozVgwSuQOQF7xVxMp5MpkBI8Y8MFroV7A0gIHitA8tzID0Fr+vd7MU49mNCq4Hs1uwxYQZEIpBqQ6XpViY1ToYBsyCQUlPDALuzyqJHdjXWuJ95Xp0x85RggS6r18QLGEwEl1aAK9zMDwxgaOLgn54O44Eih0IvnICRzUqCLCDwEoduyw+mYPBLYOz47DI3hkggJ4J6WOHKmjsR2gE1wGT0OPWR+9SqIIljG/Y8AKwsV4U+cqo2vOPrwrPRtLIgxH50pmFLzzy73u9sgn3K3P5+dkopLw8pHW+3sI6wFzt0ZLWv1fcnzk/+m/W+iwUCl9vZr+XZXoqhULhmSzLXvoqf/aHdjTLNVuPQpU9DS1QApndATnWxMysiV53CdUVUqLdCK4PyqGOQiBwF1igkbjhaRiICWJ5m5gezwQ/Ofmn8tc+/JW/p8+YQwUrDq6mDg5L5f3IQIif6xsIwQ4ZRdRUG1gH6D9WBBlkUW0+0YyKGTEBqW0wPSdWZVwGS2hdRkN6r0cOtbuKSgydTtw03Yty6lPrYKmy4oiAezSSCTYhCkmsAKUj/HcM7M7rGtfwvKg5xuprR3Dc59bltOloOU6oHtuOC70CrE9s6zcxA2MwM7AdjDyrsGQFb5yW7t/UUni+S+OqnE7cluDvuzpAWIHEyVjELi2OqVJLVudiBW2FakgAWJ1itt+1iWfD6nLE6DHgokMwrLFKXxTu3cBn4VjrllPqKugeWmSJda8rOOe0iXMrv5if59VTrLURYPEoxeDYpMt7qoas9qtl2nOotcuZtr0W7tFsC2QDiAA/6Ice3nyo1rTG9fcMHIceai8Vl3QPy51hXR1Oaf10LgqQXR9Wddo18A4HFeBUECyTjGOQQaheC+vq3rNKYk+syZYQf+vYNLJmHaRuZnZiRW6ETtDn0xK3uV2Rja5gjqS34yjrMLChdhYdOHFlA5FMwgk2e/26FzUnLpngBePr6rx8vvZcfv7u2qfz805gO7Oo5Vfn4PsOJTUDD7WvXFT3kx3flb/0HEg8DM6S6R8xMaLQbi+Ctga6M24f7z2mTtDMvK6dxAuvBnPkl8tQmKUBNwP1W1shGXw3IABdFWCu4Uv8mU7sqq15s08Vx3JFv3Ogrd/X7A7XQdKRoZtARrcHsKebYAqD9frm2T+Sn19Y0r3w7haT3yZwrY9dlT6hkwfpqyYzBeRM7lmJK1WhFHHM8QfFqP2GmX2hUCj8e1mW+V35+2b2zFf5GzMzKxQKJTP7opndz7LsOwqFwikz+1kzGzazF83sj2dZVi8UCjUz+4dm9qyZrZrZD2ZZNh8/478wsz9jZi0z+ytZlv3Go9+ko10o23YpbKqpHT38bvTIl0eDQ528qTYYgbM0ys4QNTPb6gxBycQDGZelWQHHWfb09iqdD1sQ2zOoUN17VNrgww/+Qf7a4awy9x+/LmDoX5oJ9HLi5G5VZOwvrT2v3zFMlmBYgG3glRj4sGzsAM0ifseNHlVi5va0+P0oY2N3IFheGJbjZ7ZVipuc1cDtDjgGiEL6oFy2JTmTkofroZkJe8FyNIV9yajrfRhK5JS1WBpWEEkWFQc+t2JQutGva2NFhe1DN4LNoqov+wDed2YgiMABLfUFA1Tu0/0b2JMhIYbk93uCMX7/4q/lr5H8sAP8WBUBg2MGBzIF0+tDCuQvrQk/6UaHlToSKIjAqKNC4UzVrButAlwDyRLjUZ1+v0dJwXHgZOI5fU9zVi4JCQnOC/IAfnB/UA7kt5bC+ich5saOgsWzPbIlA205hBoqO358LhM84cmmWjP7I8EhcJ5mtbqRn7MlenBOnQPHDLJyvD8u+7DRo0CkPyYLHD304KnvyM9ZMSGbdjyKeM8tSr7loBfPA5UPZ0uzBbyBvf1y70fy8/Om+zmQhfvWvQtgeQ3iwWhzeWt8aEvtRU4mYEVks6Lv7o9OlYLhNdgHtlerWyGpWTyp6tvyErTzIEXRHFIg6va/Aow01xVttwvoftM9MQvXzwv71g+YwPqk/IeTFwaKChAJei9hJu3iTCjazLwpN9oYVUfiEHIxjiWkXuD4lgLgBGu5raDkmY5g8yhsXEGwfL9fdtXtHGU4OovarydvStiXnQMXra/so1UJH87E0Z8/WeU8zu689Mh7zZQAM/klTpYkpXuV8BwP67JF4xX5TBY6mKiw43Lc8QcN1N4ys//RzD5VKBT+TJZlv2cGj/rVj//IzN4wM7fQ/72Z/b+zLPvZQqHwv1oIwP5e/P/1LMvOFgqFH4rv+8FCoXDJzH7IzC6b2ZSZ/XahUDjP6t7bj2ZWstXDATMzq/TLuTTsUbVkCgSybExsSs99OfuDU2ERExPVjzK/azGFzw5ZUwEzRimgmlRXkOV6O45sFs44+8tTH9dnxE3V81Ab9Mx4E/+uzI2HXzOp6DdPCkS819Lfnd8NWREZLCfr+r4yjIDjN4g14ey4wX0Fqo4PMTPrjazGSlmGeAfA4hVTMNM/gIpJPDrQzmJGTPbUTsQVDd5R5l/BRrs9os04EfEPHPZu0woyuW4ejqpUPtmKIHyMS6GxJ/jcN+7kgaodJayrUhVSDKVH1+5aSb9tAK8zMRiOBnO3JENMYDVV0feBYxteC7/7wbTuCffPKNomTgAgFm2zS4ZoFeO9Bnf1/FeqwbAxOJ8Bc24Pcg4eJFDqhgEpv3t7TklE91oIQFhlLnTr7xLGdqy4rpySI6bYKttno33hM+pFOY7hTuCrgEukNIpXRrkO3t1W1aGygzZpvG8dSCbIkJzdej4/L6GlPHo7VOL251T1TBISrA9vxzHo47X3L6mNzLmers+316egf7UDbUfTPp4/DGvvQlk2Y/wQEwgASG+0FBDcaYQgYKpP665u+ve7M4AXRCzUVAWMRYzlmwZbdHJTwY7rrjEY7FjWtW0Bw7tzIviEAQTA39IFIhEq0hmcvbPeeY85uu9WUcnCE7VQaWWVvop2L5n3iRB7fKYvDUvW46ldMRxp5/PqIaAFlU39/l6sDx9KzzXDqi5b0Yu98rUVixVOBHg92Nu9IFA55IaBWhdIVxT2ZXCay/5AA+72WbU2Bw8VUPXdinsMv5mSTtUlsGk5NzpW3wc2ofvGIg6qpIORFFMpIpnYouJDFe+FnascXWTg8QcN1LIsy361UCi8ZWY/VygUftIM6dUxR6FQmDGzbzezv2Zm/+dCoVAws4+YmaNZf9rM/u8WArXvjudmZj9vZn8nvv+7zexnsyw7NLNbhULhupm9x8yUyr3tqBSaNl4LN5YKwNObCri8z86FvwfgaP8atFs6lWHkrZAdtMmwAQlU3o+OpgTHwIDiqJliZmYbM6FQ2bOvxUHVfEp8OHiWbVsy+ThonWKQK0PBiI2BAfdgT//+VFn4J5c+ICOxjmHEmzUZxI64SMsAeHa1ANhGlWQY45Qc87TSliMaMmWgvWUZmq2o/s9S8iGweP0Uk5ySoe1fjfcbpWnirvpR+fAKg2vImaU4oMMeBRFs57oxZsuQ1cDDkp5NqRLuBeU5xuu6J5s13Ys2KrUuJjm1jwoogmhWszhTTu8F3R/Bx1JVwVxfHH/GGbLOzjIzq4MZdqs7/Nbze6qyUZG8lAjeygDPxCCJgG1qAPYdsrIRfh8TqNIxQrpdbegaQh/KD5J0+Blbp0JlfAB73yvvZpYzyc3MLlhYHwwcRgtyDKzaMGhxh8dJCdWigsVXOgWdGI8aVFUMJeeEDmICuaZfvRjakcTz8XeOIFDZjTimKgRGOdqNwUUGSRof5p4OvtZ+3SvLZp6phPvJtjXB9EMN3bfVsgJ8H63TzUocMEHVooKZ0w9Du2plQvtuZl+BITFPi/2wV+2wbgYQkN8/KxxYH2QivIVLCAklnTiA/KCmNbYeRY6nl1S1aQzod55pqpuyPRYqe2y5dq2AjIVguTSBhCMGBBfHjpZxavToeryd14E2Iat6xNotl4Jtmmjo/uyj4sYAjgEwsX1+3OoRZGe3oXt1pifYQbZOae/Y1ejEffGDkhyzd2SD+Gyy2CZlW7LZqX/fH5rLzwnFWDoXiCCj91/OX1se1xobva+kf2Mm2EQG0CTC1Ntag31ldA7sUTbx248/aKBWMDPLsuxaoVD4kJn9pJk9+dX/xMzM/paZ/VVT92PYzDayLB/kdc/MPA2bNguiLFmWNQuFwmZ8/7SZCVST/o0usFD482b2583MZiYnct0pSlWwTOuTCT5T1jidDyADYZ++0ScDtd4RHoY7SzOz6W2V67k5nD2zMYxMoyZHtQZMSzcwLQzQ/Hh++Ify83eXlYF7QMFSeu1Q38F5brw2L1OzXfHefZSYm1r82xFvMtCQ0bpb0LWfqStQud8ZDA1JCgSfkn1IkdZ6ITggJ2uYmVlDC55TEbwqwbZM7xoCWdwLMpvyf0f5vAvszdXLavn4Jucs2N8ryIB/oK618nBYwWAxCpp2NKFIDebxCBS5P18OLeyzZRnilSo01eDAeK9WCyFYIRmD+J/Rh8LbuONiyZ9jetjm6EDA4FipiR09j7lV4bW4lhwky1ZLGRUeypoc9gBkHydvFGHUmaEy4CRm0g9KUlyb/sb8nEyzk3fCcyqjQrE/BieKqu7EetjHjU5ImSxoffC4NxEqjRObCgbquK+dmZ4H16m3Utb6oL8FDN/jndDzshDUs43I4IMM8hYkBTpKITDs3NUerGJmZ31a2B2fOdh3VUSrm49/f34+dyB87u0pgejnYtWuB2KkFO0uAPpQjpXjpRFBMrK2HOa/enAlP//OCUEKeiKJoLKrtdRT03mtrXvlrD4SkPg8qG1FTULHSiXkKVR9KTPj1ZXXzur+EL9c5pQX7I+xrbCH2DpnwkqIh1eOE2xct9ZjY0jX2cRvqsbnSLLO4gCgGmC1FuO1MTjj9cyPqqI8fRCu3UkwZmlgwWofA9XP7Ib26rsH5BsrBX3H2aLW40E52A3azNWSErLxbUBrqF8aA2YGvazOv9WlbsDQSNgLC4fydxfbspPco8SL+3ranNC9HH2ge8lgcHQt7M0WCiXNDu3zM23t3ZWCQpie1ob9644/UKCWZdnTON8xsx8oFAqzX+VPrFAofIeZLWVZ9mKhUHjuD/I9/yZHlmU/YWY/YWb25BOPZ4fxZvWi3FqqyIA7ButDB8LusEpCoH+xG/o/sUw/e/0389dYKi0cobUzCLAoM1Rqg/UAb7EaGYc9cOrbByhTA5TpLENuUILQZ5qi8DMT9KHAnesyWofHVBddPmFnWMHZF+8M5OcZWixn98LiZwa70KG/GzLouoGVdc+CAeoHjrATWIBuGLPxOIuRTp308X2w4Toxc7OBqpsfZYCoh3eVNfpz4hDxdw0oe6pD441YOxdY3sWoEjoJHmO14MwZpFcqZDhBfgOGuyMa7ulFMjllrJowHm74F4bUMph+IGfYYZD9GFMLZjzqHBHcTTXtkab2h7fBmUlSymRxSDkdE5xadzBiDDKXCvq+U7tKALyKTMHcc8j8B017ZRCVatdXu9Yro30KuMVa+VHMWBmVPOLuGBi6oOcAMIWHMNBMTjj2yXGeQ9tKIFySwSzF2rmD732o37N+WnhYQ2DUgVbabHS6bFH1T2qNrkIhvRVb9PUTevbT0Eik05pdUqC+E+Uu1jHazKtTZmZ3dvXdj5fCs3HJBjOzuW05u+lhObBXMj2nJ3fD92116zucbWuW2ryXOkPSc6JD69Idp5nZwcBcfk5h1oHYHqPYamdBz5kV3KXRcO+nm6hwwZ5vDuo7qPfldqoD8jes7CT6cvE3vdKlyurjB6pTcMTWQadsYs9qSGRcMcDMbHRbyc0KRr45mYidmRIgAKc2BKb3jlOtDQYtWJgMjPaQWH2wGGzTQUF2kpNt+He7sY5Tg3zH9L5wcC0EgPM92isDA8FuUgOtDOHix3eEwXO9vKk6+I9oVZOZXoJ4diliMUv9eo2JPp+/M30XOvUMptra55zjTGhRfwb27THHVw3UCoXC/2xfvcX5V77Kv32dmX1XoVD4NjPrsIBR+zEzGygUCuVYVZsxM7cw983shJndKxQKZTPrt0Aq8Nf94N8ceTStbKsR01Tv001lpuQYs1cGBGQ9m6ElMKQ4dB8jPvJADL3u+6PCxFArxsui9X4Zml/dVlXmQ0V9380Tug5vwX2xKJDxx6rS6+FA21zbCQtmahOigHD2KzNi/jpOoYW2LvE6fYcKWjyAKyDr+OGJ5/Pzl5vKwD5TD1n3xUE9op5Mho86OMR2DcVNXDjQd1Dbh5ieXHQYQTFbO10IcOmsRpaiA+IAd7TM9iDi6sB5Yu26NgSWJdmCBIEszom7g3YwM8mT2zIUo+WwHulwiPNZOVTAOd0tB5TP0UPVNx3c/Wi7j9jAA6xHfjefzW7E+VWAP5yGyjjlHsqxfUqMZxHXw5ZYDffzQUe4xwrpzE7ua+3WkCz5Mz9tL+cvsW1NPTi2AR1+wMrHJ0rC8TxT0/cddVB6hfv4ZCsET2xPs1KzXNVzJAlnsBESFU7r2M0UwDAA9ufI8XA8KENSH5W9chkMVvsIsh5ZV+C3OBjeS5HX3WlVvjagGfbimhLAj+6FRHUGgrf3pmQHnq2rBeXPYHZHgTfxhxS/negA9rERAipKAbEiX4G98jmrG6Zkc35QBAse44fUpAz3ZWxFwelu39GVL5dRIWRla1TVSVY+l6au5OfD8X4zeWHAtUeZFb/GmtbSelXPlpI8Q9i7LtLKZIl46e6qkohrJ4Nkz6kVMZZLexDERavRP48SU7VD2XPagYctrfnZUqi01jHnlke7okTmxnp4ZiPdslGrXVp3TCxPZfr9Lj2116t9uT8kf+ZdGjOznuaGmaVr7bVMCeR7l8Te9FFyZmbbY+HZeGXeLPXVlC/a6Aq+pq8lW0QiGY9TbRVvHnSdO/I9PL6qjlqhUPgT+M//1sz+G/57lmU//a/9hvA5z5nZfxpZn//czH4BZIJXsiz7XwqFwl8ysyeyLPs/RTLB92VZ9gOFQuGymf0TC7i0KTP7HTM799XIBE9fvpB94p/8hJmZLfUAcJrpIXmZlZF9L3TGWLr+Su/X5+eP7wSWKMubZNQwws7FCYGTYV+cju2wU5vVjcNxYr0+QsnMbPBBqJjdmRUTdJSSEtjM3FR3ekJL7NSmAoeVQRmd0WWwJWMrqFGhS9VBeYGFnvAZo/sQ2wSLir+Dv98NZgsGpQbJDQ7CdbmQ9XFoY6HixGdHbN+hZ7ZwvlQvb4LQsTkUqoDJQHEGg2hXJS2/7eBoCF5nwPlqS/iGU10hmGXJvxsV4BYEkdkG9GoNA9XBTTnMXXyfV+VoMFY6ZQRnFmVoKJTrWEvqZPH3M2scbiC48M+CYeffJe+Jz7+2qcrYm9OCIlQLWh8jjXC/icUjCJfVk1sDSkimDiM4G/lmGbi8BA4R5XTITP3tLU38+I7Sr+ri43pdGFWG31uXgV6v6hnMrKgSuzYU9gd1xnz4uJlZraTfPBuFojl7tA52Hic+3C+oxXJhK8B3yVbnemU7vxTbp7sYZN+FAe1eUTAzy1BJcEHsvrqSImq88ShFO8aWO4WLOTCcZBpvS3LKAStVlOHxzgL3BCUl+oA7ZPXdjyaA7Bsd+j5W2d2WUm7nhbqe3XMtsCgpcbEY1mB9WIEMR/vRXjngfIfdFnQW6K+qAKp7FZ2yKAzaCAHxiSCHgL3UMDe01aHn5D6DUAauq55FVbOcpRwuNHz362VhEU+XhJlkq9HxnOPb+ncy8GvXX87PD89eyc9d6PY4UtFRwrSLwwpCORj9uL/zpI/aarM3VTSxDSUWD58JWqdM7muwuy80VHg506/73WXh/afOXfg3F7wtFApfYgv0/5fjbYHaaQvyHENm9iUz+5Esyw4LhUKHmf2MmT1tZmtm9kNZlt2Mf/9fmtmfNrOmmf3HWZb9q6/2fU888UT28X8RFLdHN/Tw2frz4/VxOYbHVj+Zn7crR5c3/SFSU+vhuefyc2/LmZnVY3uRbI8mMowyonvqkhXjwqM21uqIWhNkizrrhuwanydoluLKBmDkfDbmxgktwL4lbToGUctObsBIEh6fOYS8wEC43xyozmvgQdCyO1eCVikmeH4ZchDR0VCqgZWokX0ZpSqyv43olJmhc4PuAhjdE7Nmkk0YUBDAen9Ce8uFZRcmruSvDe4oMGT77PZwpMlvKbv6ck33cqxD1/bZO7q2D58IlZRGQc98v60Kzek1ZcrLERc0/kDBQqNbSQGD4QdzkgFwHbASKpmsAvB3+HP41I7aVh/pVAWrAswkHdiDzhC0UBuJ2mCs9npbgc6XSuj9e2iTL8spO/suaQeT/IPrcWdVaMpJbI0p2+3egaBp/LukkglbytE6nCpRjDpZTsAwS6uIxB15oMIg/aCgRKa3qfVBZunQ5nz4bajg0Pn0gsXush0M3gheX5oB6H9DSY/rNnKu6kKXKtLufMzklA+Kuh4KOLMSxYBzOgvXQdu2i4HXPiPSTHMUGWQn4sAgkLBz4BAPXsPIsp4H4TCOV7s3pkpdYmuwJ2g/t6LuFiEwnxv5nvz8clHwFG+PEu/FBJldje4VtDbj6Cja6OUuBE44hg6D79oB4YGJ+TaCvZ5IoNhBsExIRhmSE1yD1/fDdz/bArwcQTRB9kPFcM0cpca1y4kpFGP+0njAFF/el72rbAPfjTXv+5jdFpeNMTMbvSGMJkdoeXuYJCcKBVMiajUWOlbbWjPUUWPST9/vOOGpx57+/0ug9lKWZf9a3bT/IxxPPPFk9osf/xUzS9kjSfWgHrMK4JwYxVOXiywY34DU6OGC4PBWZ0ZxCHi9T60SZopbRW2aib0Q7Hy5oGf2ROHl/JzDiKcjJuohmEoc9dK3gPE8ANkz8PODQFwuzP2I4+LIpqsTz+XnTbBZBiPt+tqWAouxLjnqE00FzmwblbNHRf8YiBA47GQLBrf3+5QpTe4q4MyOaAMmDFow5+YnFaj4M3DAu5nZ4pTylBbkN8bXkOXH71sdUMXpK1s6b7aUEX9DNVRnKRg8DCexA2FOjn26ehA+77GqWl+UThlakNF1A9WzgXYPWoPlFT1Tn51nJsdN1iMHJdN4tqJRpYglK3HdYB67ZI2Zsly2kTkiKVmPUYOK4F06X1aM1kbUdnY233q/7iXlJ5j09K3GAA+tceI2iZXy4INaZUmQwNmSkEa4Px3ag02gTqiX11WXI3IcU+/avK4HgQMDjgNU5F1ImdUXSiOwJebgbAbF/CxWPhY75vLzU/dCK4gBMEk1xG06M9bH75mZ7WDSCCc+LB0qwB2phXt42IaIrclJcn0cRqwgg4ieLf07A3ImZ54AMAlZ7lPASUa3z4omQeutQdkManFRTsnnhbKjweCL1+zwA9otXlsRFc7Dsbn83O318qTaeU6YM3ubFmjE+05fVzuvCZkiQipWesO+GdrTveTvoF2qorP06d2QtL17UP6nEyx94nadWdpd0j4ZjsmG2dsSZECOHFfGNUryR9K9ibO5W5xzDNJQJ5KT23Mfzs9PvvpL4Xsxm5UqEAw+74yHvc3WZ3aMihmF9ne6gt2dPX/5nTWUvdSu59IPLlBrlpaC2xFL1AGhR873zIBXYkWsFB9+xwMZncb4XH5OZk+lIyw8AjWpPD69ISMweAi9ooibGjih97bAwuwFHufq6e80M7PbG3JaLMEvnlCVg1UuVwN/OKKNzfZQMnMxVvaohD8DXaLlTmUVvsEa0D6iIyIFu6exkZ+7OjUlO1hRrCJT8s12dUDVp8uv/9P8fO2CWtVsJdYiKPszJzTx4YP31L0/WVaLyYOIIoClE3c+98i/m6UtoVJUsO5HRvyBsgzNnV61aw9bwSBSCPRntr8vP/+BHoF6F8tqeXmAxnbGl7qfy8+7BvV5zoZlsMAB7tYBHUEAcYtRJ446a13ryg5ZlfPWFts5nLnItcT7tj4QqjGbBa1dH+Nklk6K8FmUbPszQ6WeF4MnT6w4moozRJm8vD4SsCcXNz6j9+I76BD8O9h+fFjUMzppasUeglFYspAMTt+TutDStPLfMu73Yle4Pz1F/R7evz2MqWLA6e1BVnW4RourWo8+37Y9rmCoY09OpHJf9+1UvxIcn6dbwvWQTEDm+ufbwYGNlfT3vF4STB5rvZyf1xvh2ayU9WwHMOaOkyCqrbBPuSYsGS0E8Dp0Fh2DSZjBiTf+pa4B6vY+WYBV6Ev7srUvjX1nfv50h2z0fG+oHs1tqapdAqxlHTqDfuyDHEQYQQd+xyGJLPGckwvuTIC9ua7XPYlIhq8vzuvakFhbDNSKGHfYsaX188aAphu8a0337ZnJYB9K+LtDaPmRvDGzF+wZx9kd9OrfJ+F/j2xnI6glDOVm75X8/OJbAYNW5Hrdx+9sANYCDbe1x54zs5QQNHZVAe7GGd1jx4ZzbGGiXwi2LMl6rBIfd/zryATbJjJBV6GQ02EKFrTV/vXf8IdwtIvlXJeLsxUpReEGr9JxtHPpWFQ2QmPuxm/npEq3XQDUdgH/4lW3MhSpZwCGTlg3a1r8zdFg2M9uitXHCl8H8ASnSuHvzqEk7EGomdn4vRfzc7brXAh3ZGc+f616F7pDQ3JA1Rg4rk2qXcOMoGQgAMQFOITWBiVSuOCZSXomvYvAYaCg7HEETDw/Lr/+j/RZY3KGDM6qyMZcpPPJsloN1IYqoaTtgOpkhuTNl/PzvTNyrt1XVam13pCl7WIwuOsvmaUBrhtgVtT+6Ohv5ec7NT0Dx1qZKWBgBeOxAxliZuPOBr01rKD/8a/8VH7enlCQXdxAi3ohOMQRjFuis1ueUuI388V//shnddz4Ev5O17Pw5Lfm595uGYGR3If8QFYcxnlYQ0tFOZfTuy/n59VltE0wq7Dk+4J4FcIakLx5q43PnNWDPrTqXdiZsiGnMTWA4p/E3nRFbcD5aWFKB1oKalglG98NjqiE8TVlVICJKyIpxjGctgdsKERDfY2aSayYgQMD7iSQx9zP9nh4TmQvljI55VsdYhm/by+0lVa6VdUk8aILbEBCQ1xTrQwyDm30MGAtxQjl4JB4EqxaY/rcCp65V6tYGWr3q/rEe+H2YW9SFVtW55997cf13RBhrY+Hayb05gDrnJUvr5iyQsz1WLypClXxCnBsD8LrPtXGLNXv2wd5w0cU7o2p0l/BHuTR1QzPfBsV0GKX9uUT+/JRCbGiEH5zHdg/B/SbpeLZvsee3nlen1WBLXlRslGdJ/Uddj/s1/YZVf2rD2RfL9Yh61ELPvGwXza1800l3q1ZPVNOgRm9GRMqrJmsS8UGamCejYWXnXF91moNSQYgQH1IspfQ1Tvu+KqBWpZBg+DfoaPYbuVVit4FULSxOZai0eiqKsAZuaUHx/Jm8nAXwkLoBOCWOCZm3Xd7g7E6s6MAoIXeexnYHerDODuI6tXU+eleFfNl6bGAsevp1nd0g53IayeuyKcf7E5rkdQG9TtYIq7HgJMBgA/tNjPrbW/k5w7qb5AUAGPXQibBUvildggoN2rKdilVUMRYoFw/ChU+AmAJPm1PK+t2Z90ByY4CAPQMRLpfDdWsbEL3nYOLO7+ogMpGdY9dCJaBLDPfPTCIncnKliKrILlAr5ntAey9VQ2G8sRd4cBuzKhcP72LgDu2FQfKG3ptRM+co3M60VbrLMTPABGGrZapBzLQ154NnKOpAzmcCsSVKVVBHIonCwghrEklcwQipSj0eXFfa//W5e/Jz0+taz9WttFWGHcBUa21yjpEgOHMBzEQ3Y8MEyiWp6/k56/vhkBsalD37BTmux4HjPa1QAzX7fZcfv5YQUFbjlfDGJ49OMx+yGgUtgHkd4IMggVrH92C8TZocY33BHCYmp5HC/bBA8MivndnXNX70ztKhjxRY0LHwIiOkXAHD6LJGuaINRIEHFf45ty356/N4RoIMxleErzAW4n7c0o8WAGmNEQpJo41DLC3fQS1nZBnQSvx8sNfD9e4qntcYxUeSXZlPSSWK3PQAANus35J8iyEH+TPHIEaxxxy9q4nPZweYqdVzSKkxFmbxLDdHdO96oIo+R1T4DfbCM/mISaiDILRXC7Dv8S10AEfyASqOKQ99vHaH83Pv+WyMOX53/Uq4WgeYYNY4eocVEW6tCSfOYXEKMN4wPx4MJ+fnltRsSAbDvujA7CHGmSluOb3QPgahiTVccfXZOuzkLVyCvGNkyILzK4ryz9xJzhiiv5xvicz1PUeOcmOanigbQQiCdMI2Jxz1wNOLmEWQq+FeDYaQWclNrDQGETuzaqyNTkfslV3SGZpBkaGI6cmzMd5daceqL1GYdKEkRkDnEQOA+ONrjag29YbNjYz5iypqAGngYW7XQ0BHPV6qgh66xT0vBYcavOEvjchfIxoExRRBfCBva1JyB0g+OKxdzmw2jgDkTIJZQyozuoybM5sK/Fe4nf0AfTurF5KiNwtqxXdX5Ez74GA6p4FY8NgugPq9ZS1uDMT9Jjmbv62fhzu1UpRxvrcutqOuZPH4GdWdWvQ9jq3Fipqdx9X62ca1WDO2SQWyltQewPaM76ezVJCT17VhoMbqiO4AGyBFXBfY8UatKoI+p9WNu5VicMRORdWZK/u6/m76PRyUZk/ZR02Klqvv3NVe/4HZsM+7ttHpRIye9tQ5s8BzqiA3WhrzU/O6nlMXX9ev+lMALt3rWHKxZgSq0QoOgrWNmb07wm+EMQMsoL9ePPSD+bn0xiFlsi3RMdPbCBnut7Bmp8toTuxH4IASnIQnlFaQEs4BsxbddllYgbJeuZ6bEdNwtfqqjhf1tcl4+Yca8b5uCXgSHsh/ttCgO8dle2LEgz20WZmZrvjqhK5FFSVrVGMTRpcFkRmaVwV9SEnzaCC1ULHhphJT07H72mP7qAaRlxuKUINyP4dGATbFN93tqHA+CD+Dmoh7qISx7WwWAp2YKCh5IZzMVnV/dCwvqN2PxQyCrBRO5PCXrPT5e3+DiQeHDVHpu/MXdkgi0kWE7biKMgGsEd+D9lBqrXk+w8QnLq/MzPrbhzNlubxByYT/Lt0PHPxTPaZ/8/fMLNUM4qMqo5Y8SgfgJ1ETS2wmRigdER8AtuLpV1lRA2I33rVioHa/owMAkGtSxg5lGcvBH0jymdQ5+1cMrW2wVTrWcdixXV6iZxsL+IiSKBwTTGKB1MH6gDq9s7s6sEgdmpnsYS81i0HNrEcNiAFNlmJ4vWUH4R2Q2NWm7KMKsr2ODYrxj6V47w2DqjunNfGZ/s0bzchALB9OapsXE7Z24RmZs3zYfMTP5RkWAAZ702EjU223EhdLQ+OaiFBxGensjp13Fgb1wtsQlKACQKB/Dz3+8mZg6snxXYbxHBoD/zYWmdbn+uYsjYdS+E5rqKaMfRAhn1xRt/nLXzuuwbIBB3L8/k5x341cqKDEgsGEd0w5p6c8D7w2gmc9+Nev5wlp3EwMGBg5FpLZAInODhgIllFzv8eosRDd1QxORhRwOiJFWWDqOHVeR/6avH5tlktAwzD0DI9gO1y/CCTMMrQMDlxZixlephMcG4u8WM+gYTzJGmLKYEyWA/XTOwb38u5wSduqhLjIHpWzppIwslYrt6LJKWy6huHkwpwEgIAAg1nKhZROaPjZ/vYCwecJMJ7zMOZt2Zmr00HBuT5HeFs6dsoSeL3none2rB8BvGcVwdDcDnVlq3pQHW6yWAQr/szL2Jtk9BxlJIC/cHIllrKHXdVAW2NQp8wYszY/WIyUYA/X4vj4YauqQvBFncR/pUV5WwvfEahF3sfcBnah6W5UPwgyYU6hIMgSLzeLVmXS3vhmfU/+7F3FpkgK5bzUu9it5zyyQfI1mMk7KNgzMxmb6gXvtEtRzy6CqcUN//DcUXjU/fV8uBidLruOEDoVD2/OiL16QsLAih6QMXKwI3zqlaMQYzWZQA6izL8HD/CQKPVo1TRR/nUoLzfgZI+FbkHNubNLDUYG70KZMc3dH8aA+E39wCX9UaPQP/nDl/Oz6k7tTMQFjSDGhorOq36XKiCUDSzD+1V4gJ6IUnigOrO61CnhiMqzcuBZfG+bb5brZSB2/q7Ama9sirnAU4nNvDHd745P/++/l/R74sG8wScwfKQHPHEfbXiWBHJrxdzM/eGZBB439wAL2d6nltIWN51IKfF9npHrKoko1XQwmRVzpnTnYuqKBiq01xLlEu5feabzCwdnkxW19iigmgnQFDD6pWCArn3VtD6BCZ0ZyJ8NysRZE4yqC05uBjJxMcL35+ff6T7ZV1PDAg2GnIS4635/Hy3pt9POZju+kb4Cjj1e32qmJxckpyBJy0lgJ4pILo9pcCJeokd98N+3Dwt28ZgsDEiZ+dBBFtjHcS7smp7BxVXr3JgHfxOQcDyD9Vka/1e3CkqITnXr3u8DqYvha1daoK6f/0NrW22RO8Wg52/uK4OAY9yr+xHct8iJpAYPbLbb0wKS3huI6xTCsLeK8sOTuP5MyjdH4kyTdg/tI+UvnDW540RVd/OwjeQ0PU7Az+cn39oJ/guJmwJgQSBozOvywu63jEQbLgnzm6HqlsBpADCd+gTlgcV7Hnw2YOpK59YE65390D28bsnQ6DieDgzs5U+3depYVQDgaUrbIXX25hjitG71gD2K5flAOucMhvWeFR1wMys4G1XVGHJ9MwQ1Dtjf3tI1869z6HzZ5tg5qOjctzxNVlRu3L5sey3/tlPmZlZFwasMtp2A1Ta1MbfmJPhp2YSM552xNDc6dZmpW5VotUWS7Jk19zq12Kl2CwfYoJd82sHA/KomXEcIZPoRPXJKVUXlKW8cT44IBIW7g+qqje2q/d2xvYp551RnfpzmQKxmZ5gPKmNRWV2tjzoXLx6xnudMNmgQeSVG1YDKbPBTHMZOlDedp2aV1bF79uc0u/viXNaeS/ZiiPOic7MnesWxsn88rxaOz88ihakX2O/HFhHC2rjYEb1HsqovGXBsXNWHVtUbHF7laiyDJFfBJYLp+QQJq4+n58fTIXAkGuRoo9dLT3/4Si6zCCLDoWMTD7zvKWOaheDrIRevxaeaXNaiRevh+O0SsuqSnr22xhEuwoMWA6rri1HcDKeJ6vsd84KRjG6E/YHx5XxICN3eVj7pqux9ch7l0oKnChRMBYTRI604ZovgqXrI+HMzGq3wvM4OIOJKfeVTG2dUtLeGR1Y0tbeOTpBYkXIx+ax3cuKyqfbCnAuDgTb5LNUzcyu9glrtduQd72AaS2un0ZxYA777lmE3EccaUWNOJJKqHdH+ZFmrK56m9UsJXRUMLFhPVZ+ye49t6HA+u6Q7vfEvvZjV8Q174/JgTMwLO/qvjm7mfJPnAs7gOk6nEzh5CeSGxioJULr0Zfs9GndkY3P9vLIWvgO7kUe9Klkk/tzYqJHqQpKTA3HzgAr/dSqm1qVnUsw3rGqy0TmECMBa2j9r5wIn3dYlE2dWpD/3RqWXel/qDXk1fUdjOZiEE5m+kEsfqx16hrqmWztXlPf3VUGVKUQ9tj5s3P/5jpq/y4dTz7xePYrv/QLZmY2vKrFvDqsqsT469FhdmuB0tkzgyjAWG1NB2dOqm3vHS0kajD5sQ2GaA/FOBEkcDxNyZ0ZW59o7RWAiWrHygX1dRgYEitVJIMvZhZrswpkBu8LqN2E3ptjVpYwYJaGiMPBq1n4vmu7eu+7TMassi+jRGFFH+57q6Js98K2AuAEPxezG5JDGMh2oLKzjraaZ1W1a6iojcCYgwaeSxh0q4JzOKrfVHsgrbbGBAxwrOxRo4dtIAo2euuBrbbKhgJABo5daDu7JAQFJkdWVQ28PqSy+nQ93Au2p0ffAAgX+I8MLR0PojaAjxl4oArX+jSCtnhfEywi2V4MInshPBodFKuBlAAh/qO8EIKohcsfy18b2lLbcrFfe5utrXZkaCXsROyVFkDf3uZl+3F5Vutn+IH2+VZsr3dCyoJTDsYevGxHHbvDYQ0RE0ONwEGIyr7U9ZyZmb1742h97+IK2ofrEOF8Mmh7kVSzcwlixjex/h2LSGkiDAFn9SCZjuKB0T21qtfRGqez9+rjAMD/68NqGe4VUZXc0r7ygCpJ7uAYOc3FWZLJGkT1lRVMBrveHqXyPpNmtmi9mnNAO7B5dEJPMLzL3vzWyJ/IX3t/TV0YrnlvO2f9WJdsgYPcwyTcW9vs2CSJDpKhe5H0Mbqn/cPfzza5f0bnQz2X7RNq97N7QxjA7GroBhDr7DpjZulgdxduZnJDcl0iKo3DEyvO2mY1vEyCjCf3lApCwsqAc2dMa7P3brR5h8A1goy1PI7kPlaAOVKwVdC1s4VPUtnCQbj+D17ufWcFak888UT2Sx//ZTMzm1wUGJSgQ88quJh9BpqZ2ZkHEANEpuALj5uZgH2ODvIWC0fWrEEzZ3hTRpnVLmcScUEUl1Qx23lMVRDXMDv1onTEnDpvlhoMjmHKmUbEfMD5EszZGbNNasBRfoPaT65bxxbGjYaykacawlAwq3RMVxkDf6mB13OojNez5m0AwamyPfmGGJmbZ5S598UMPJEZoEFEhcLvBZWsO4DtybrgBFBpcxBxZROAWwQD5Q0FXD6fkZkm9Zw4725oH4KTsTLYA/Dy2oTuBStxri/VR3FQODiCjCl94NktM3sacxq2YpREoIPfwzgZttdZca4PhvWdrH20Nm5elqbc6deD8KRhasDyE6pwjdxVm/jm7Dfl52euhlbz3gndH0pA9N1XoJG3N3ANjSlVO1kxXBwIVTLXRTMzG12XMyNGsWtXa+FaX3CSF1agxQTmLWn7XvljVY/yCwyuyHDzpKaMKmoLcjslBHhZ70D4f7bJgGUlNCA5nO0IB9ackYO7OSSnfP7Wrz1y7QT0JwEHMIx+bKH6QrmlgRXd7+WI8R3GHNOtfiQAx1TMcpmmLe3zAipc9x9TYjB99RNmZrY9qwp57z1V+gktoWhsPRKMiI0kzouaWj4SkELsVOknrGFzAHInGzHoQoBDQWhifN8cCJAb6gVyykvy3sGgSTnbEtCf9p4SMZsIvh04z9YnA9mtqp752GZ4jq93ylY/saX9cRw+21njFUiyNGGD6rBd25F9yYSWn5usc4yF2nssdIs6IdpNn2pL+ozGueAzqPVIP9qHCjDVGDwhmXzsmXcWRq1gmVWyYGz30XZJZkBGCQuCLCm2mWCXqKUTs/EKHmb9rAIctt3KsX9N9g1HTBELMH/h2/Jzx2FwfmUNi6N7Scao5yBs7N1LCt5IUmBWySpHZ/w83hNW1OowFF7N6+hTIEPsF4/yQDCCrC48fSDcCO8lR/VU/DrxOzkOhcBgD9A6txQsVjp0bQyiepdlYLyaU4WTYHC2NCtDMX4zYGz2JuVECT7NsD7IAPZApNEvR835e4Oo/DlVnAacmf8AsFv8/Z2xLc/NPoxn99P1P5aff+9sCGDu9oNN2oZ0SC8wFvgMH71EiRgGA3W02iqxErfLCinaAwzqvBJjpmpMY1SJxYMhZeUn1l7Ozz2gPkBrg6DdDHvsxCZaJZGdy2SK+y4DEaQwGqpc1EliW4XBzG473LfzSxptxops/20liBlaqeebL8T36noZqFNB/m5/CHbObaqyzOpr9SEkQACoztcQrvcARKFutH79ObPavnDxG/PzsRd+Vr/volp7WWyvcz+/2vcN+fnZhlqY67Ph70gqYqX/Ro8+99S+AmevDh12z+WvdTUVRK5jAoVXV+mcE0wljoOkEnf/kX+ngPkgWo1Z7ELwc2kfaLuSFmSs/O8Ct1lB64uVcU8il2Yl2j3zQM//zpRgJnPXfyM/v3s2JCeTy9rDhENsYi7yhc1g2xickYVafKhK26VoK5kIcrZzEd0dBsOvWPi+D23L3+1B8WByRXv0p1YDEeKPTWsvEevdnoDMDP1ADIi66NeQTP+DpjQbf/hcuI6NQXU/+gmdQdWugv3qRK/TDQVZrMKXRlBxjkUc2uoax+chISEjmbbyuONrsqL2zGPnst/9qb9pZimu6AB4kjul8AAKBf3+k3U95GPH3kQjSIB0BRkaBwx7JY0aPkPL+g5WT5gdOSaDNHkOv+VidcZLopSPc7ZMD4blSJ3y3onNRTxBMlw+GtXDI4YZm5mVwS5zQCmnJ7A8ThYQh2efffj8I597b1otvJE9GRJvn/Iay6hgNTD8mC1TZ3I2Caa+LYdyeE5t4NpqdOAIyO8/+735OXFuxDR5FYQBCTPUereyXHdWXAcdUD3n79sfhmREDMT5POjs+fx9HReRde6dUDuzC8LO108JDD4ZpRZodLqAc6qPab36emRbt4CAlK2EQ4zOGb4XghkGH2QAZthLbkhLqE4ftwc7bsvZL10KQcfYLbXf7515Lj8f2ZZTOoj7rXtLz4AzfVtkicUqF9nh1IAj/Z4jxvzZrA6oUkfhVq/UmWF8Edu2vMdoK5Hc0h4O9oZVK95LBhT+GXUE/Wwjz74m8ot/Lj+brXEmGQw+xpbC72gRWsIWFWzU/VklnEO7YQ8m4tGAABRRffdqMIHZZC8yiCbo3fFRZC/uQw6kG3asEgNHrm1i+HaGtRY6gXF2YeqJDa2DpQEEmRjP5Hs7seGo8NHZM2D0ljCfOaWnMoxS9DnGrNQy+HBilxkSDkCBWHHeP6UiBa/Zr8fliszShDRJvKM4/cTtz+oaIBrb+xVV16xf+2pnJqw9ynAwCbs3pGtzsVlqmW1migdObitwrN0RRm35cgiAOWg9b4da2gb2fZWoRICgd3sExEVIhd0eDH7niXOT76zW59OXL2Sf+Cc/YWYpHmEDAn+TkVHHUTik8DOT5rE2Htp/BLjSRLLdoQAApNdJREFU0HChVGKbq40M/aBPBnGtSwHD6KaMtWd8/W+oNE0tJbb8vA2YQdaCBpxabJwZ57IenHJAKYb7U6oueZb2+oAy5scXhZvh7DsPLjkXcHJPBrNyDMPRWxq5ErRZUsYnNsNJGjtTcmo98y/rt03rc2mgu+7GDYiNxKpD0vKKw3aPmydJh0nRS8cMvjahoGe2DSFYDOOtx6CF5XGX3jBLGUPE5twfDgZoclOBE8eWUDrFg2Qqk7MVl8wfRPW192H47MWTamH17aqCmQTJsSWa4IBI24fh2zkrY+UtKOJqKBMwek/ZuCdLrJCzssxgjzCBLGIQyRYjNoWwhhIcV/7v2M90yuXIGCNJIQGF4zvWR+V0PEAhHoffy8kMTrzgvSYzl8HQKII9nzCSbW3kr7XPCktDh/qzO4FN/iM7fyd/LWkDUXKFMghuH/HMWV1ixcztGZNCVveTWZbEc0YmIm00K/WjSwrIncVOJ0mixz5GD00+hDZa1JzcR/uxe0/7g1XLxmgIYK4Pak+c3n45P+eQb2INvcrOijSHrtcwezWXJ6IsDIIdTsyhfXTiRBGJDEXA2elxeE4ydQXyTmzx354KgfPIgSrPVdjwZCY2OhyO0U0GygOXxhbu3cErZmY2taOqFbXIuu4pwHWSk5laxkNvgemLeObgpNZ8PvKRjE3IbCT2AxjW/HpWkCAMgEAE3+57fhOsYBITGDg/qClRm2iEZGH88rvfWa1Py2QQGRhMYCE5qDDZ+FBffjgN1gkifR8gXOjRgujEptvt0IbvjXiLh70yYBwjQfwcj904w65nQpkNK4PERfjioIFPBAs5WgaK093LwZm1iIND8EGAsxu/i3ufx2v6/WRAlsvBgc32aLGTtUaQ/dC2nJVXIik6nFRa8Pu9Qjn8BjIt4A85h9VQadi/GAxs5109Z1uXwbCqnJLPOKxQM2dVm9UFcc3MGsDVeHA9PqVAvsTxLLhvPoeT2Mk22EXU/TPEkx6gUaNngPMtj2gPDN1XxkgSBsVEOdKrO97v4RVVgBmoOCjezOxebzBMc6sCSJPJOtOrAJcG2h1FvaRnPrAth5C0GmNbtXtDldXrs8IPndiRMd+aUiY9uB4qg5xWwN/PALgYGeBscfNIWa3xHIFKArxHS32nNJCfT26EtcdA9h4mHkxuq3LubL/hNVTTcUze1X5kwOl6gO0prSVWlouHWo8/sv23wwmnEewhYAWZBr80H6PU8UWwmCdUOWXlszcyeZfxXIYQyDAZoq6dk21IQJpYV2WUSWg1YiqZLDS6lZiPrckmECtVjVNjXqkq+Hq6TRC6npM/s8dufFz/juS2b1rf7XNszcwG455nENWB9bgPPKdfP1unbANuzyj46L0hprP1R4UBtH557KOb4pjR9U4kPVAgOJhTlWjkMPiJzh1gaxHgUfaFuDwPknfLsi8ccF+EL5p7GLoTJPCxcsgknRIxHU4EhI1uAQfJOd4ZbHf+HZdloyiRc/qVf643RQxmcQSEhTI7AOi2RV/cswEhZmoy4jizrCLMytjlI9/D42syUGuVKrbRExwURUGZVTtmY+KW9H4olNl3gFEuMIJ99fA6pSO8dGtmNv7mJ/JzZwPO3VXvnYD+pAqCAGbqZsgQKDDat6UqQZLFx2yN7UeWtLnIE1Zr96OV1PmzIlPMXfv1/HxvKjLcgPO5e0Isstn55/Ud0biSbHG1Xy3MoZKyah6D0UF7ZmxmttktQ0K82vDdGOD2AFi9IuOaDcjwN8dgoKLswOGUAucqWF2JcG0EhrL1ZRhl4pR7s1Tk2J01q0HHMScbA2EN3u8H0D0DVqIgJzC7qmTBKwyjDxV8kam4Ny08mkuSsPW12qN7Mn1H6/8ucDFDsarC2YlNMDYrcDqnNsJnEHPIliLXHfFqlZg1rw3KYHIW7GBZa96Fm3egBM+RRHS+q6Y1NLYero3VIOq9keixHwkHTEI65oF3G9d985FNhS5UuiG0TFZXdwsCoTGor0KKgMkboRN+VJZRfYOkApnivM6sL6yP0oHuteGcEidFD9DgJLeeEkatZ1UBA0VBu6IWYfOyCgD8TdSq87Y1g/5bIwqMOHpsdUJ7xdfuIIL3A8gosN3/ZiPc+/du/cv8NTL+2SbvQIWyEgOQKwdynKwSlWr6TVsx6SlC2Hdg9dFOiFm6/91/JLOdgRPsRDXLA/8tSCHdLigAfnxJuDQSa7x7s3FK95Xtug6Mm/L2KPc+q0/EeS2fC8SD7qbWIBn2xFpV2vI7Pv6uDiF3VgBZGXdtxQO0uEsgozWntK+K7SMScgROFJ9PWvzjcd8gsC5+Xr669xu1r0iQ2Xg6JIO0S+ymcbaoQ2roy8vUmeuU/ZjB8+A6Pu74mgzUzFRCT9Si0b/PMxbOFGPFaV0LM9FYgXK6H3tjcjQbZxWUdEdVfIK+q9sKAJlhjt1RduytTWbiw2vKnqisX6oGA1xdVdXCR52YpeNONsvaCKdu/KaZpRH/3Ku/qN+EoePO7KG0AhcXM0LPsFjaP7+pLHgJmlKDO2AyHuGg+ne1IShA3NsO1RPqJFWwufaBGyKI3A0MyQR8diUA1b2F24/7Sme2dlYVNYKkH175I2ZmNvuWAl22O5vQ7XIgNqsoFWxgti68BWEm4ea7U1prs3flaDgD0Z0DK2Dj6zLExFgRQ5NjXYglgkAks2cnU2wB+8dB9BQNzTKtG9cRTEgBMGxkBa+OBcgBW2MTe3KSbB+dQ5XMq3IkPxTBDHswoMBg9n64r7xXjXNyfL0PdH8ak+G+scrGal8Hnh0xqt7mWxgBrb+xkZ+7gLWZWdXZdajqHKCFN3j35fzcInvTTHi1xsRc/hoJLcO3xZDNndKgvrfvOsgLTIbwHe3b4d5vPK6grgszdAkzcUA+29r3tiFSqltlfbaRn7ucQRv3mGxJtgHf2xX2UELygU1Jpj8QGhKT3gx4L5KxklGCFtbQ+dsKBhdPCdyfVLVRFKgshkCsNQxh012QVMA8d8mVXiQeU5N6/oTWLD8p/zESxVbL+J0Mzpg4t+NeqAEPy4OCyJWIAyQzmaSzWgHyJVu6b4cngp0fe6j3fqJbGN8PZPIJHuyRxZ7gLzkdhmzhmIRTI3LtjGziIJJir6JXf/8389dK3arEjb6l7kwbvmTglSAk3JiT4gHx5EN9+s25aDvWaNLCRhLONZiMkzvm+JoM1MrNw7zlUUILgorU3h6ihk0yZmdJRrcFjIn+Xg6MMhJDGBPh2BIGZ9SqqsKBM7hwLFS1JofD4Ctp17jUBMZUUWZh6JYCwCEsmvvnPmxmZtO35OA5QomAWg9wEgYgWITPH2rCwjcfBP26UuVRvI+ZWQMCgF0PQKzoC4abFTW28Cj46liyZLg2NjDvD9tcHnCW7kMWBe0TtmD6H4AB7NcIavjQdWWjrSE5pZnNSFiAUaa44yRwbh4MVThDFfgIMpKnNhEkxIoaB38b8JVbQ1rnPbESm4h44r7dPnUlPz9755f1eUfMQGX1qYr2uidAQ5DeYHJy5qEqysR8rfcHg9e3K+A121zcjz7knpVMGkE66BIyfseFEF/I6tvEtj5vezQE7f1XgZPEYPOt2Sv5uY+gYzuYFXISlypIADtWgl2ZRiWXwTIrBp0OnMdvm7z2fH7eJn6OGonx2ZWvykkOD0KjCoGP9YV9vnBWwTSFj40aVpC1KcRRXsNwhhxJNIogu7oefusbk1f0HT16zuN1XVv3JoSZ475g9aXShFgxSEOOGWXiudYPcD9mS5awrny6ySCD16SdLTt/7gv/wMzM2jNK7gjoZ7t3a0btwzwAwT5fu6Dq9cACoBhRh5N4tpE3FUTszUEaBBjWf1n4LjMz+5ZtJYhsmVJaxwH+NQSLHU3ZEq6rvkg84L6loPYOyBt9XaoMfr4Uft8zg7qvX9cSAateRkvdiyrwjQuEHn1FeGiOOnNYTxtwmb4NXUMB1bWOQtTZu6jnUtjZyM+JTy72Dej7YuWctmZoUba4CCz7fBxKf2X5l/LXNrEO2CFhhZf+4bjja5JM8MxjZ7NP/+T/ZGbHz+/sXgwLkIw9OsYqMnQ6nc5b0fih3JqhL8720ezLIWjxgcFvP1ZnREt3R2SmSkIVqtiJ2OqqXveePGnSFEhs9QzoOlGtyKnEKJ8TAE2GVvVhNDT4zXfOCR9UyxQEeHD18qaC23f1KujxESnhmmXMVybDgiYIlyV2Grm8bQDcwf4FgdSJQeOz8epK9hW1JVY/8iP5+dg1gFJjy/hwbE7fi2CHGR+Dq7z1C4IFDzLGvETO6iMDKrLdXtlR+f8DxWDwGpAFIZCXVR5PFkjF770tB85AhCX/3dlQ8fF9Er4Q105R5bjH/Bmapa0fMvkG99E2iJWLxKHQwV/XdbYnQvZMrBUP4pWSdrWPAoOeHqUzDlCddvFSTuAYmJej2Z1Ri9qHvXPkGcfekE3O5MT1BzmDl3uNs1DdDlRWlSDtAwdW+9Lz+fnG+1WtGHopOrYROAAOIodN8FY0g3C2LVldqtxC8hLxQawS7fYrKeqE/qC3PpP5n2DIciYpf7+PlmLFgcLNw69/Mj9vTJ+NnwtmIUR3GVAxcS7cjtqKHXgGCMQ4Vq5+/kp4jfNYKd+C1mYiNrsVKlsMzphAZ8A5eZDIwKiCUU8ZqpoJ0z/aNn4vJ9j0PBDxKF8LwMbWT4DYBU05PzYmlPzVOOAedpmkIO9OJT4Va4lrzPUiO1u4lwiWR6+BVIfg0o+Ds/Kjjjk0S0kBHsxxYgqnEq2chsLAq9LhfOPJP25mZtON+fw1Vs4ZX3hwvd8N2RMkHnxelJHZ6Qz34uT5S+8sMkG7WMkj1mpVUfUrmR7o+wohgygiS+zYEFaETunamLBblybD5xHczhEfs9dUWnUByPJ9lXRX0CqgUjedq2eHSXCGMjU1uhy/QjbMDhZK/5YWSvlNOU8rxgxhUi0REhLu1+QQpmMGxo02to1rR7bxYiEs+I80fy1/rbAGJhYyiTIqDQMRS0hDe9ClTU6JD28rrD4t7TnHs5iZ7Z5HNnpLbZzCcnTg49AfW4Z0AkCpXsanunsS1ECrzYVrzZShcybjF9dlBN83CJ2o2KYglZ/HzbL27Jl+BWLN/eAQGJyV0aJ1dpqZgtrehwqAmZUuzCjAnbyjdkRnBOIm0xq2N/JzYt6Kh2HfjN1QxkwsyNgmgj0Y9kNUMPPfsY+2JQINx/lwvinxKOXrmA6CaSP+nKinR8fI6qs7x2ToNPCgbEv27kdbAYcyuaTAko7oAHg1Z7MRkM1jP45SM9NYn8kt2SW2g1e+7gfyc6qet7aiVMO+XksgHoPad82FsCdKfcDU9amafu+y9tjUq5gU4ti2+7IvlfeBCASb4K1fBk4uiGpmNowuxK1utYT7LTwHBmccdm912WgHohdQUSM8g0kWpWqa55+Kf4/ECw68Nae961AFYs2a0Jusk51JVuNMYMt3G68diTUrnHFUWmVQNv7qY/9efn7+NenakYTUmgpJAqdVlLHGDji+KlbXGAAygaTgr+PgBtpoI4KYwBZecrAq6d8LstriGOzOVgiGNzDztZShgIAg+sunfzA/v3Lz58wsrRbWe3XfOhBE5UQhsDcNBIH+3/hpfd+w7NKpnWBXaq/JNhYqeF6ABhxGGSL6qgdjijkYiA49lB+gDTru+NqsqF08k33mJ/6fZpayMqgKn7NApuby15K5mHeRSSHbcBp37+cViCSMEDKm4gbkpABqZpUxCJfX6c41AWFjfmFzSpvOXg5tGhranac+kp9zHl4BDMf2aGgbHAwq6+p6Xe08LsCD6VBhIJsyUfRHUOtkCbYgaAR4MBtzHMIBDB/xZcksw5UQnLbvzeevFYE34FgoOozsbghW2jsQGHyXstzyvII2xwVxNE/hlHAazdcUGJSfEJ7PjRwxbByBw6Hk5bxdAwHNfoBacXC26s3eK2ZmNnugNZq0BEEgcT03srbKDNpQEUnGpvl664RSPByj1eSsXL196vfgRHogtDyp9crJBMTb+FECDi6DplqOmTtGQZyOoXFCz6mCPZ9/LxXyjxj1w9FdA2+qyrp7VoGzT4doIrGg5EYLVVImcoM7YU2z8nGcBqK3gZMWP+01KqBOIDDT3qPT5kF7lE8h4ExbEJ6Wp+Voxj4rNlxhKjjr1k3ZhF84/6P5+cfGH2W0Mzg7KOjZTq/LaVGF3+0D53s2UIkbRRLmCcDanAKAoWtKHPYxmYKSND3OoN89OgA8uKjP42QSP5p3QARg1f+S8GP5TFsUBSjpk0igrAUbzfabcYQUkhAKe+c2GJIsVtW9IjQmGw+JHIsDPrrKzMwQGDkJh6OX6JcoTZUEZ9Hu/oOt789f+uPTwIHhu33kEluKv9nxffn5Rxv/Ij8nNMYLB6U9BZYP5kRyYwLQEeffksXcvCWbWR4G+WUbWoWnQgGksAkJLkCESArxZ0rBaE7SWC/q2mc3ldS5pt65s6ffWTpqz56fy1742/+VmZl9YuxP6PVOOdeKl9vhyA8B1O3ZhuglAeUxE2qNAh8BfAj75c7Eo0MiffoAgrZOPDDT6JM+lFgrcK7cSF7yTkbIACvxQvd35OcfOBBjyNuKrRqMJyocFNh13Z3EuaCiwtadOxqyYisJPkL3mLihu2Nhfc4uwPhibur1CWm4jUcGEltYdVSR6HypnJ47Lty/z0yq9fmutrBJPoycDjcB39KwU8Ij3iNWQ+l8GpDc2KmEtTK9IKIIn0ci1gs8hYvCUm6FQF6Cvj35oEFZmrqSn3djxAurAJ4pJy1w7oOjRgshcGqcVKuEbLjet5SZ7p4PTrATNPrVKWFwOFvTWwwH42pL3e9RAjW3pGfHikf5rbBGCsNKpryta2bWfVvf4S3BRMAYVYAHJwUcd4A89wQ1G8nwot6dazVyzEwypmwF2Nh4PYlwLZx60nJ/CGxXrLS0nhARgphbQ1LYvhMq48VpXe9RrTizFINWjtUYMmG5dqmT5nIQ/B31Pj2Pu70idAy1ZUu74xzVInQGk8rPFxVEl2fjfqNGHjoPdOYtMHWd1cyWWAsMYSbTPi7o/ntV4ZpY1PopLatFvXjpm/Lz0cUQiHI0FxPzROQ52s/jZJVo26hG4PABkmoot5Q8x+ijeL2EtTSBuXUhccomcX8dIHBKdCajvVo5qbiDY+zY+naYEWf+1siKJJQDyaS3VxOm57aec3tUe+wgMqSTUVAIlokz5jrOdfQg85SNIZlGcP7wZEjOfWyfWap1SP0+JmQro8FWzp27+M4K1J557Fz2qZ/+W2aWUmU3wUTyOZuvdwm7cmVeGSMHvbISt3wmPIxhlC5pPNna82xt86Sy0o2qPvfkdbVJqQztuBGq0XdhKC6FXv3guBA67SYNKTBNjhepbiiT2pgWxojDpiu74fP2wYokgYL0ecebJEEd2xEIjEl6cGwBjWQy4w7CvHcmggMiEJxEB1LbE2B4rHZuP/lc/lLvm6giIjBs74bApngC1UsytVBxLGzIqOydDdW1GhSpmQVybuHwRnxmuFdLIwpwSPTgpIPdWjCaAzsyjNVtfd+9KTlon+hQhIFb6FVbm2NouI4Po9Fkq42VCLYpxu8G/bRVzIrtgYI8n81R2D22V1lxS3A+0ahun9R3MLDk6CVqceXOiuKg2NvbmAfp1Zox4Os4c5GHr2O2LXaA0WLbjUlfLr9AmQ3MZqX4sbfl3xpRknLxofAzCb6W4qURo8nZmqyMjV9XgOPVs2TAO5JQJrLFB0gWHQbQAIMSzLijJqLQOXFwdQMwAc5i9GDlFUBPHtuTVh9hCV4lPEp82yydNEPMsXcJ6hNoDXLM3RH+MRnqTpF0dD0IjVg/ccXMROwxM7sxKL8zt6O2ogct/B2J+Dr2BIMr79QQn8nRZckAcg8CEahkwC3S73hi2begZIP7vB/gfTKLq8Ad+tG9AXbmqOyZB3AcBk/BZJJ0amtg1u4FG12fkj3jukswztG2704KItQNMhvxzq0d3e/2UyE5I7Si0CE/Wp9TpdaD+kMkIVw/tIOcBOJwmanHnn5nYdSa5Vo+0+tuU4vuyn2xRxpRJqEHM9dWT8vBDQPsScDxUhaCvf4e3XRqWHFul+uPcSRNZwWZAsrJZLgV46Zj9eXhGbXoOGpjy1WQqbaPCg8DR47vqUYHTMX6XgCcvcJlZjZTj5pJyIII8OX4FR/mvTimoG+loe+YNQWUbOfVe0Kgyux6on404HqwHoJLjpBhMNj/skQ4Wyehlr4Tsi06eEPLiEbQKzAMHEtoNRVW0CoAds1Ze7/b+Z35axe6Vc34rRuqCH3/VLgOOvWxVRlEMlYJss86grPfBYaPgOye5kZ+7u2BvV4FHHM35OxJCqCyvsuEJAPD4WiaBWTgsZpLnFQSwGAczGqHgoDZB7FtTwgA7ncyt3EkmKruFQULrChwTBdJDUOrIcHhWJy+Va1BtqVd8HcHCuLJWkGg4VVkzg4sYg++sK6q3dcNqprhDL8eOJ8H/QpwRhqwD/E9Z3cUODI442zNsZqus8vCd7CCM3pf2Txxd47N2rwk1ienYwxAQqeKwGA76tl1A195f1C/ebsPLaZ2+P3lou7P6boIP9UiphggqfFddfFA105CgnXpXji71ydqmJndHVB1tnRCe2l4H9XHaIMJoKeCPO25w14q2GvUjrvz+Hfl55OrCr58IgNlHabrWoNMSNsxGaZmJRndJH/Vsf49yDk4AYgIsFLVRdnS/Ti5hZIlzsw1M+sAI9mfATUCO+tQHUC1r4Z75WQAkm0YnFF6qt1XeuRzy5n2JUfTpXCI8N3VWyqaJEkGEm/XgCTOmnvJphGoIzA+jJXK8oTWz97IXH7OboDba95X+mVCq/jMtyqy48cdX5MVtacev5z9q1/4p2ZmNgTadROK4z6Wg0EGy600GFsduMGRwUXNMWJwiCHZHAqvd6M6xe87riLgAroUeaWD4uHYrS20Uljt2xrDVIQbais6+SAZDovAicyo4hGjdTguhpUPx5PsVfS5I5s3H/l3M7OHVd23U+shUyY4lcHrygCELqMW18y139FnnXsuP/dqqVnKnHWJk+qSjBbbPCyF52B4jq4COLt+Rk6AVaAbU8F5DrfkwBYKMh5nduR0/Jl1HW7kr1F/qoJAlGQJxzlRKJNCyqzgrfeE76aAM0kINEo0xs5KTCqgbCnCeDoJhRMaujeZyMgRM7hyx9e1revhWmL7x1tFrByxzUOcH9frYXR8rIKw/ZEBM7o0GSoFX1pTMH1+CN+BgLq7ECuuCBy66gp0V2p65j1tvT6wGQw74QJ7GF/Ug8DHqyTVXdklzoo9TsrEWc9NDLsvryOxoPTKWqjEPnjme/KXxpbF7mQV3ivrZmbFGNSvzx1ZALASg4s4Ooh2lBqKK90KYKjl5+1hQkBWhrVGJ+7Injm8JKmscsQYnvNP76p1+afqf9fMUsztOgSqh4Fza8euh48RNEsrSoSD0O7cPRMww9P3lGAnFS4SCyKOjddD9iZ/EzUZfd/Qb5FBTkam7/lkbBJkrDjy0NuAv93+aP7aR9vCZ7uPMzPbK8m2D+/Fyhf8IVnsPRjTtd4T1iklmEoIAOc7VLU6tyHohNugAvZ7AzJWG/2q8A0tv5n8HjOzCkglJFBQhsmfTUKwOCZmyscO4hnwSJj5R8wxHnj2o++w1ueF09kLP/7XzOxtQF1ujrhYmcFzyDVbbc1O6BXF6ll5CbpEVAAHFianPwO7QyYbNYoKa8C5DYf3MCM+mFR5N6EgO0OJc8sowwH2HUHUOa4O/X9m2lSQL0bdsb3HBdSs4f6sj6hi0h8dEa+BeIR6VQ4lYcfEqkLFlI1M3YMhRiug8iDgBsheLAKDRfwH76GzhxI8F1o3i08Lzzf+Wqw6oYrWnpRDKS7IeTQBXt/rC0Z1H0w1HiRQHBTDMxs8UAbLqicZbmw7+sDv6dtqjTLTvnVG0il7rfCbL648r98Bp7WF1h/B3j47kmy4V7pVdXlyR8DgXF4DQV3XNSVIbA8wk/Txbvf6VQE7fV1ioqz2eSDCgGuzU+t1YuFlfR+COW8lMUBMsHa4Zotrvk0YApzACoDqrk7OEXQ8GLQl2L/Y0mkjANqF0j1bn44TTeaUogrPPbYO+YRc0BY2ZfXpb9W/o1vg7bPtScEFiE8lrsx2tcd8ukH5ttpHjVN6ztuYSeqC0K+a2q/v3lJ348G4NLNyB28axze8pOBtflw4wbEDBUlHzY3ls2UAVyOrNwbMDJZ5cPSa3Y/Ctee0Xvn7dy+JQNT9BjCTEdOUzJBE0rf6lPbr0L2XzSyV+iB2i7IVnLnpQTvF2dnJIcPzcCYEu9VNBe8F2HuSSQ5iosPJN7Tn7Gq8VJN9uFAO96WMCQNvmQLgJw50fw4j07kPczHXZq7k535P3n7UB6KyAyZ3kG3eGJe9Pow4Wa5tJrelDWidog2ay7ZUZHfamxv6jMe0du8MBdjLyVVhjjmndQvi89T1W66GvXL53PQ7K1B7+tKF7JP/+O+ZWQrO5YioYixPbgzM5a8NLyiTLNxV5tI6rQW2PBqM0eTLv5K/lpHpOQMtpRgQtABqPOxVcOEjjcxSGu9GM7QennjrH+ev3bmsVhoVjocbwWHQ+Ox2K6Ifvolgp0/G6MZoEKntLGqDTt/Xe70yZGY2uxXK+Htok3ZDpJQAT6+63OoVjqG7CMYRqhJl06a6sROezVMVtQy2ahB8XVD7p+gyKjBaDGRZrbhW0rN7+pX/NZwgqGXmSjzSSs9cuPam7isVuRk4JoFBrH5QnoED6lsm5zqzG7I8VhkZLI2sqI1DQK0bHRrt3lee13shubIV246Up2D2nEH1npUEbwMOrunvEvwlnXk08lxfDAb5nNhq92A2l7ows67bev7EzXj7J6l64nDmqZnZ9JtqfXsgQsHoLYh0sl3r7VNiUq+dUfB+akX7wwNyHpyV2okk5BDGuhadK9vWnYdaY2zNPBwJVdsTr4r15nphZppHa5Yy0x13yooJpXdY+bxhYX08c/vn9DvwHBkkFkFoaYzPhX9HIL85OKe/g1/xgej7bX3vxIGq3q8VZCtO1lSJcngF1/lqp37HiTvC2hWWYoUO+CHaXSYyCUzEGZlUwkfQkhAr4t8lowhBbikjcCIJ5d5ssLUMQhPRcuCxfN/w2VXviVm7j1FPyz3yNd7O5YxQTozpuqMuS3N4Kn4HJKEA3+GYtq4Y7L3a/1z+2pMbn9BnoZLLro7r1h0WdP9GdhVYcwZ3bh84MJ2/H61NapLmjFTYGpJNyrcgvTQeri1RKABBguv1zdHn8nPvgNTuyhYne+0t+SW3u18YVQv86T0ltM8XZaO+vqQk+2pH8P3vfWzgnRWokfWZyGVwHEosMWcDCmoK1FHjgapLFjd/omqM76ifgRJxxD0Q57QL+QVmEIcA6nugtVWCnssXFbQdnNezdIAicUBdaDsxUyC42I/fG5RQ5ge2fzU/51BpDzg5D466RCzj+siqZPAxJjCwHM/qmgcSu+j/871sifn9SRTfMb6G72Vb0oVM+wGMLQAA3Aabx8HVDMJb5+VQ6MxZCndVb8qMPOyCJt2OMnA37GwNbozJCFCKoFWQUe3fjwEF2L21BbWXyVByHA+Ff4+ToTlywDjaIKxUJnMm34oVGsqioNpDrB0Pb3MXgelguzNR249SA2xtcCwOQcasVG/H1n/fPDQEgbVi1a6yOG9mZrsn1dbufk0GdekZJUsjC8F5HPA+YFrD/SmBxQf3MY0iaolRk42t76WaguyRRvg74qS4Z/rfUluuPquKWuXNkNH7vFqzdMwO9QKpMu8H8UoP51QlIqTA91XCQoVN3IMwr1d7Hgzrvk4vCwLABICjnHqXQjKwOgXM4bLWa+J0I97IWYpmabfkOOak7wXaifnZ5/LzE8uYWPBiWAv7H5bkRBcA8kdJvZhJ7+z2ack2zH72Z/Lzw8d1jzvuxeAC93X1FNbSQ4gOEzMZE8fKBqRccOyAjORkG0o+OQnKLA0ifbLP9ogqdfydySxY7FcX5mUl++GQ/MdRQRsTfiZCXP8Mhmk39cV4BsQcPwwFm/oF/U7avvaI7EAiFHwjPn9MTaDGqrX1fVsXQ8fpOF3MfVTOu1Dt3IoJzvTFp95ZZIKsWJJMBub67Q3KyLtSc71PgVoNhoaObWFWJIPJm2GzNjDsmyX2Klg3rj1TXtPm6cc5MwjOTHMJi7kHGr1jEEDsWNYidwZogmGDI+KGT5xrnJP3wbv/m967hT48RC+3zgdD0oZh6MS1UxvugYUy/WhRm3YHDK/xuio03sIzMysPRSwAMUoA0JMR5NUKZomURdkC1moAauoDcbMmiu3QGiKI2L8todRzHinaQNSlcufhkgRmZuQNMoCdHw6ttJkdBY6c1cf39h5ABy22IdjC43y+EipRaxOhAjy4oqyca5TBdweGlfu6YcDFQK7jtu69DcSgAwasAIZsGcaan+HZL7Pya+Paa7ODumbH5pAtyYHY/FzeNx/fQ9wJA4oKqhWHs+FesdK98ZSwOXtFOf718UeZ10vdqnCQkczj+UYgBX0oU+vnfqda5169NtO+cgyPmdnYipI7g40iGL7QHyuuqEokk1SIpfLpDwDmr5wXccntnZnZwQiETh06UtA17KG6VEEL8rftW8zM7H0N/bb5EQUf07tymAcYXff7w99jZmYnS9CQ7NBaqe7B1saAi2BzkkpGHuq7P9mj5HSuLwR2p65J8PTU2j/Lz3nf6u8LgRaryazCd9zRs2kPKBlyOZCTbwrb1QbJicGHt93JwiUEoriqICAbgP2MbEfKNK0N6nkwGcjb+bDhnKU8AVjL1mgIuO+YbOOpTM/r55rC+z13WWveq+R1QDnapj3K7zvoCgng5K7u672y9tJ0YT4/74BeZBbxlYUB/eZEWoTJdNwTSSALweDdQbWXSUzaO30lvIZKZQu2lsGiTywgAYsdkk7MhGZyslh8tDr/9uNrsqJ25fJj2W//3E+aWap+z4HXPj9uo1MPdj/TJj97T+VdjmRynZYW8EolBF/bc2phOlOvgcXa95pKoex7Lz4uCnrO0KLWyoQc6uhd9cCPUoDmawxEWblwXaU2Bq2zJcYB5C5VwlI5x2SQhPCgNziw0UNVOH7/QH38d3fLYN4rzOXnM9l8uHQGr2jnMmhz2vW1EWHmzv/e39O/U+ixKqe09GRwGKOf+6X8tQwYtCKCU2eAZhC/dMV3M7MMmVRlQmvo8EyoYjQJwoaOHKn/C+OhwuCaXGZppWV4RQbxN0oqp3+0EOb5VQgQB5ieFTNvk3ZBsoJaZQR9d+1rf3TMB2wOB0Yn4GMAcX0SQnkH4FzaFQ5VRrXv3pXvMTOz/kNVQXqvS36BbFpvMXVc1dqvn1XFiNkxxV+9jVUf036tbAKDAhHSbD1cPzFISWUQOKcvHoZ9zpmVH/+s1s9ffpcqRtto4TcsrMfBQz27A9gHn1FspoCKFa5EBJv6jctYCzH7L8C+JJIC83I6pd4Q+BSoi0diBgK4NpOTvf34HcDZnpeNYrLkbbBuSLbsoLpAAgU19zyR42QLtq0H1lHNicEH27Nsgy6eVAIwfktBsuN2jwOZ8/kXF6NNo33htBLYR5JbnMjQBFyCZAPOUPVrdsUAs5T8Qg04Ej3c3rh0j5nZ2B3tpd1xSFjESjxblQ62N0vlMBzC8UZRe22qJn/X0QSQn6oAu+E9JBBQhoVYTGd7doB0R+zs4KKujcK75cWYeAMOsf24IDtdW9o3rjmYiKRDzLu5BmFz+IxiR2xFg0HKAK955YP6u+gz3ugRjvLinvCglKMiJtK11k6fPffOqqgV282cwUmmGp2HA3wn8TA5kqOJSlzlriJ9z0IYnDHY4WKr3AnOo5OCqP0Ara7LQfVDDNAfONksZIBuoBXQG6P4MjWOUKatce4nMvCdqEdFPSOOACKg1B3G9X6todlDVSKW+mQEShaunQDq93fJYJQPdD0nq7qv7sxqLQSL0EHaBkN05mYIds9lwqjQoWTApmTzus6BX/nx8Np7VTFgi4KzYN8sh/tzZVmg5zLeezA6p++A0XGA7iEcVamIShNHL8W15LPuzMwOMhmiPszAfKJPge/+YQiSE9V9YomAeakWgxEk2WLkLto5JLSA2eQ0d4LpkwoNCDSV29GQwvCtn5Wxoo5YGRWPycUQzCT6U2QkYj86zqsD2XMiRkqVdgSGOzMBd0edwaT6xjZg1NJKWiKY3NCEY/NZnqd2VVn8C+/V3m5lule7GapAhfCcKDNBWYKjRksVEHjzGZRefzk/X/vIH8vPHXzffl3BYgmK9oUPqkpY8lYhcFmJgDMU7VsPAE4/E/Z8e0l2cB+jhSi941UyYlwZnC30a6/0N2Q3fC4s8WNkWZbvKYBzgeUb0x/OXzv3ppj5w6uyA/ytpcjqTkTLSSbh2owHk5cERvBA13Pr4nfn59NbodJWQyckIaARMxur4awsdiQ+DAEDjlJMXitl2Vfas85N+Tnf053oUpA8Zt55MLPq2ZDUPVVQgWHflKRzpiv9w0FP2OcDdd3XLsBTyO73yR1XC8LIzhQhxgvmPVvURtxhPHpvCeJAfTWf2VocR3/jUPeqfFFJBmU96sPBDiYSIBPQi8Mzd5b1+X0oTQCesdatyjiT063y0UQWHl+TgVqrVM3F94bvyljdm5ODfnAQFtt7Fn4hf414jcqCAh/2r/Nh5hgpQQkM4p/2ovI6GXubNVW4euvK3CrAce2Mh89LnAuCTA42z9txGI1BZhjL260OGeuu9SjxUJbBbCM4LWLeXfFBMDDd7xGriwyuZ1dVfbw2EGZ9Lg7rvQuHuq+z0BTbLGiBHjSDMbq0htYPslwKBfuxNaRyfA/ar0mbFKXpysmwcQtkX+Fgy+uZ7Z83s/ReUkGcQpckSOzEeW90xIneWVv3eDDON6XEw70+Gas3OmT4Tjbn8/PPH1wxM7MPTOi3uaSLmdkgRqe4/MrmGeFgmBQws7998dvz89nbz4e/m9L1OGbIzJLpDj5ui/I3VYD0iU0Z6tR398Th8PUZSL2gkltCYOzVlS4wk6m2T2VxrnmvZr429W35a6caAhnTYXRGUem901rbbK8vTjyXnz9dC+v0YVXX3gntp1zM2MyyHq0PJxwQizbYktHuQNDmCVsyZB52ILug+9q/pUDe22aNpxQsFyDDwmAwV3enLiBnhMIZVsawB70leFbrgyLYQ1iDD4rht46bgh6f/2lm1kBQu1bW8+0tbYTrhbp7HdqSo5zcEX/fqaYIH4dTaC8Cd1WflN1wBmMN2mGsfFXwHS6wmkyKwN4n/KIGbbj9uP9rBikPVn0xQ9e6wtrltApiQwkNaSGA2+wOPqoD7TVqvO0OKEjwSlPPHdnaOhiSBj94uy8EaommJZK7HTzHGcJaohQLlfnZISH72zG3Q02t4eslVfDGkIQyMC5F30cMLIW9q4CfWGe8hwzu2DXCM28iQXaIUAtjGznRgROK/NlQ8ooj5oZ3ZK9eKYtBfjJDdfWY42syUCvX93KK+uaMqk9e7TEze8/9gENowPBT1fi18z+Yn5/flHZLjgWBA+9bRAaOsrgPi2126r3j63ovFzk1kTojY4htywSPBbyNOyti5pIWFdg8DBir8fU2spUmRl0VWWKuht88vai20yTK7k5LNjObaobrKbTkLMtVOcM3d4WbeF9LWZqXhXeh7t69qQU8ujuv90aAu49gMjPrKSizZ8CViBo6awsEAeLLUjxWMMCFLbRBMPezxhmYCJJvng9AY1Za2M7cKAzk53dbwQheHNTGHz2QsaIazytNGa73V0M5vYw26jgmVxDg3RwJv3/0hiYweJXJzKyC58xqhrNaKd5IVigrIu4EiQlhhl6YBqYDQWkWnyNJAStgYU8ui2W70QzX00bQN4NqX2kRCcAFtcSdsHNp57fy13aH5ZRqqFS74HUyggzOftgUUPmItGpBWXnPvj6LI6KIU+mJI7tuHejp9vUqceAAd2cZt6ka3w/yA7BN1YcKDJsT4fclFVe0nLvIcIxSBM6KM1NAYmap+j0CcZcy6rquCsZ4CaxotGhdGqZ9TGWoq3P9yNf9uFa7kp/PtFCVQuXDoSFjXwIODK3xOqSXGJw75unNM6qAnX8gfUYm70UfpYe/r7DdjyCKcIZcyohjnDimCq27neFY1eVMYI4PxHi4ErCd4/eCbU4SS1TvKTybV5yxJkoD2EvA5c7F37QJuRUGX+PQ3Eu+zztL2Escx0dpEQ/amx36+9N7sp8kmBHCkb9282X9BxNIVORz0H8GGMYQNOfQNSuhI+OditJDBNlgnhLvujQX7AcHyieTCeCX3g0tOsKajjv+rQVqhULhhJn9QzMbN7PMzH4iy7IfKxQKQ2b2c2Y2Z2bzZvYDWZatFwqFgpn9mJl9m5ntmdmfzLLspfhZf8LMIo3TfjTLsp+2r3K0y5W8ZNkJ3E0Ni+NwJOJqkGlxJueFNYFoy8As+MJjYMQAiM6+M4Kzq0095K05BTV3TVH64/uqxG1ETSS2jFbPqxdepEGI0T2DMzLDdjAQeuzBy/m5s3FII2/ACXTuKXjYng7VsbsVlZIXd3Wv3lVX1XKjFgLfnTb0wODMSlAnf60q3MhANTybiR2Vkl0K5e1H18PQxuhpyPhUVnW9DFRoaHNn1g8czNBcfs614uundACg74TeCxNgLWSHawfh3k/jGfAYb+uZnm+ENXbHlF2xZdxAZvd4BQaxHdbYZh9GvQzo2RA3slsOFbz18zI+40sgAsAxDtx5OT/36hjxdczACdp1w04JDDqtoX09G+rveeXYdYTMzPpaCIxh+KezsId6VxTILk8KazcCTFDv2nx+vhsrnJxDyPYIcaA7I1fMzGxmUa36lTEFpwRk78eAqvdA17vQAQHnZSV3/bjHy2PBKD+3rZb6Vlt7dAB4nIU4W9SdsFk6Q3TupmQ71s8rOB2cD+/fmr2i3wbs0tC27mE1VqLZ4r732Lfk58SH3elT0jteD4Hxwamj8XyrPbrO8dUQLL/RJxvWX5Hd2WxonU8VdW09qCr5sV3W78hA6HBdu9YJ6E3CJjTRzixvodISj9kDJdCU3vlSh7owz24H2RcGnPU+ELSwtslYXxwPAeNkXXglBoucPdt3P+5NOPi7TyiIPHFNCcc+KvVeXSNjMx3jBxJPrBJuX9Zvo6Yl5wLPD4Tq8olt2Z8mxsfxOGoElGukmZldMz2v5V0FVM/thoS9ggrg/JiqwbPr8i+07R4EseO1NK71OPZQiYNDGIgz7bkKPUFAA16fEl78wnqAA1EChBhXgyZn717UbETieauk31zt1x57UFPBolSgNzn6+LdGJigUCpNmNpll2UuFQqHXzF40s+8xsz9pZmtZlv2NQqHwn5vZYJZl/1mhUPg2M/sPLQRq7zWzH8uy7L0xsPuimb3LQsD3opk9m2XZ0f0rM7v4+DPZT/7z8PBX97QgqF2y1hucHKNfv9FmKQhyvyinO3M/GGBn05mlOj+jd2RUXVCvhKrM3XPCh1BXp3NV542IeaOwIOUHaEjK90PwwSifpeDOJWVjC6fU/vIRQOyVVyD30EDFzBWVyc5L2HtoA365FjbYbl0b6kqnNvlGBSxbU3vA2Wy/XVSL6sOlT9pRhwfXpOevTCl7HlkCMw5ZtzP1mOUM3ZHTps6eM+4YWNCA2aaWH9lXfl/WgSMkcJZ6Zl8eDQ7xQkMGpYnWTgMOgRUsz+KPUvl/++GVH7JJu7bV5nmp5yP5+bmSssrBuy+bWSqz0LGla6DWkuNUqF/Hg3ib/mUKTkbjiECG8/nYostxm3gvHRWz/HpBhtLV4Flp4DipLtzXxaGQILFFkYjKgqnmwQ4FeIn35CSJB4eonBfD7zjVhkwLnLrr95mZdbXCOu/b1N73azRLBaHJBnQxWq5XOjgy3Py+3WvrtfN1ibxScoSSMz5PNIN8yyZm7FJsdX4otPD7M9lBCn5Shf5mTUHLbCvsleNwUKOZrs3XOZ89ZVHYdktayfG4d+a5/HzmuqAc988J8zYS29nJFBiI8SYzaxEM1qMEDJm5yzNK2Ekg8UBiC1CGSQTqbINmRxDJuD+Y6HEPejuuD4UAEgg6Vh9d/w9n35e/xmfH1h7Zqd7ad8FtM7O5JqSAcHgymFw7gr5kTivWoKsQcIxT0sKEv/LuVoLxRBJOfDrhFzmREB0CYt+W+nXe09h4+0+zHnSFGCQW4TN9zb/74tAfvo5aoVD4F2b2d+L/nsuy7GEM5p7PsuxCoVD48Xj+T+P73zKz5/x/WZb9hfh68r6jjieeeCL7pY//spmZzcwLcO5KxmZmxfgA1obV2mhDw2fiTZW/iWlYHgzvn3yoKJ+K04djc/m5ZzkUIeQ1cEGQUfmZQnCe33AgUV0ejO4bNW8fQXML7BIycSis6VXA/gcKoqiZxCx+MwY4vRjlwirj9VPKwFcOgkGY7ZQR4Mb+nWW08KZ1X7Zb4Xec3FOQxcogsSmOw6AEAKUl6qNyOpxx14hgT4ocE9PBqkuONzhC5d4sbakmgosxU25zkgBa3KwSeMCZfAeyShc8NTN7a1Ptww8WQ8KxQ3A2GHUcRs1Wox+J9hMJNKgo+9qsQJdqeU6SCgz8OuK62ukCTm5VlRiK/1L7zbX4mImzIrCNYLB3LayVe+OqPp5YQIUCe3B3RkmUz8vlHFsGhpwQ4LIe3Jc0rqTtf647iFfWSrp/T+08n59TM2xsR2tzoScY9vE9rf1f31Q17BvGUO2MB4N0AvLZ+j/xhiY6OFaKwRkrFDxObIag7KhZkGZycGZp4OftqN3qQP4aB6pTkd2xQg8nhf0b2FOQxQHc3Cu+Nxn0bleUkIxviiDg+nScFDG0rqTorT79/sfWALmIjnt9UDae9qqK9ehEIQb9dybUFRjb1TPtWtR3O/GohUCOPoG2xO0OEwCOeWOVjImaPxtipyn4y2Mv4tV63xT7df2S2JIUa27E5KsOkWQ+j6EN/Q73jWZmrdisYyFgo6buxtSKklMfb0amK8eKlQraj5xA4hjmIghzZUgWUQ/RYQIJoxc+N5npjPvtr7OKxkIIBao9qF3DpJ7eHSQ6YDTXwYAtx0T+D11HrVAozJnZ02b2OTMbz7LMU5oFC61RM7NpM4Nqpd2Lrx33+vHfZ5mVYy/6AEwkOlqviLH6wvEb1FGjCONUnC/3xpRUhs92KKjhkNq7fSFSHp9UsNR9RI/dLHWSH94M+DmCVqmiTFbfYczuXqsr036qrE3QD1HdzUk5sJVyyExqw8hsUfmhPoxnLtR+KXeClVRQtjFQC+8dAEaDrdrv7FYA3NrRfemNDrUDw4hLAI5W6Mwdz4dqB+UXaMyOUiH3eYtm6QbkSJHrY6EtcGLvDfy7NjO/uzqPCl40GgvPfk/+EluRDD792hhkb2FwMyc3nO7TdW5GZTYygamtVxhBxSS2HkhuIKmEGMYVtE8nHoRK4+IpObjRh6q0UH7ARZWrgzJapVVVLRJ2JnAxrjV1Z0jO7tz6b+TnA8vC1TVi27mnpc/iaLcK1ivB5z3RUCZtIOis3RlQ4nBiKwZJeLbcr9ujale8fy1gTIjFIoFmdE9/R2zKdJSZ4dib72sjOenU83dpleqWnF0VoPfBY0ahFWPwzSkGZ27pvu6PqUVbjaSpDESijlfF/i4MoNUIm9ixE66pqwVWJPYatcH8SJws1mDSoiSOKQqddqDKWuuAPh+CKAeAd6Kqc4CK63gREidkXsfPHkTAQThIEYLhGxH7SLzXzLIq8qzgtIArdEA6mZ5s121hooPDXWjjCd8geYFHvr4RnCX3GKShntjmZieAlW5qBHqVjEk+K8cl7O3Rttr23tolA7vaA9wd2Js+p3mxgSoiqqXjX1G7l8FnObLUi2xlY29z33mFkxXJFshhbVQUK2C/7w6F+KGO6iSxocQ+lqK+JZPUNia/dKCq22E630d7+Ljj33pFrVAo9JjZp8zsr2VZ9ouFQmEjy7IB/Pt6lmWDhULhV83sb2RZ9pn4+u+Y2X9moaLWkWXZj8bX/2sz28+y7H962/f8eTP782ZmJ0aHnr36kz8a/oEaTvugILtmFqJqw3Dc+k1lRNXzWrh1p/DfeQN/B6ViZuszwbD7rEyzVJerUIMeD6/DMVSc8beCgAJ6XvZMqIJRnoNt0GRWH8GV0WG+8uSfy1968ss/rp90H4FWFCQsT8i4ZDvKrguTaBnGYGdzWE5i6CsIzqg/twS2i1PUORe1gRL0GGjVcTNmC6gMDek3N++Cwj+kjeS0aopJtkEQKHRqEx/eDc6jOgoQci+Cd6pT475mp0PAzIy4vAKqOVqxi5e+yczMtk1O8sxd3StitBjIV+PooIMTCs4pQEv5gELEj7UBBK/3yiBWtxUENLrBWvORKQTncuIBJRzcSWzj3wdx31mpu6d9VfBJIbiXbbKo+N44QzeZJAC1/WTqxi1VdooeaGDfNU6rvVa+qsq4P8fGJVXtmKTVrgHbFgWosxU5FO7tItbjykVVK4bvhe/jkPDiEZip8KZomznfcwlyQoMY2QX70I52rtSNqu9Z/ebWZ5/Pz6uXQ4ueVaLCMlmmR8tBtOP+L2LvL50T5mloVY7fq++sHFH2YvVxtd8519EnCyTSGVjbm8MKnHs/8bPhu8YhZs3WIJXlyfwrRscO0kTzHjoHswpq2w/vPfpZc6qeNF8ULrE68yiOqzGn/Vp6Hck9GftRMoL2LAnwNkBeOKXvbr0V9n95DJqOc8JXUpTck+HiIuwvEq/mApKsE8Fet9egAkDtOBwZfd+p8FtL2MPNWV1vQpDw50T/RLmlNdmoDD684NeB7y3A7iT2CJ+XH/i+BuY1k1SYCyi/CbwbkqJSj4Lh+qXQcagBR5stQnYL17Z1WjbGJxn0vfc7/nBan4VCoWJmv2pmv5Fl2d+Mr71l/5Zbn09fOp996h/9XTMz2+yV4R+9qVJvHsDR4TKQ4wPH4U6Hgp+J6vkaaO7Rmb05+635S1MNBRF9X5ZT3r8kDEDti+F1ar7snRTmiXi2fMYdBSuhNZUMFUeWV/SsERlIs18OnKN8nPnIOXNscyWq1zGTokBt+UBBHYeZb176UH7e/0Zo59G4VHZRVoYh/R+uBRmJ/2LiH+Wv2SYIHxTphBBo+yBcEx2YTaMSB4Pog3lvf+BP5q/N3VBmx4Ch9BVhhbLDsJ7ufNN/kL926lVJwLDysX0pgKt7b8sIGBT9qR+UHG7YIMyYSCpA6DRnOxX1nHfPyhYQAE0Gk2My6LTa0MArDw7ovdGGFEcg34CAlIHzzjf+cH7e/8UIqD/G0NKYleJw5+553CuydDmNgwFl3BcZ7muDY2QwLzMD7jC/nilV5Kkp5pIkB6hO8SDGs4YKjM9UJL4yGRgPcVu3TdsntPdJXBp4BUE9ElKfTEA9MLuhqt3C1/9Ifu5Yu20IWBNnm6xHCN76Hjs8oSR2ZUAdienrai8ejIY9xqrv/bMQJoUkiWMjzcwagyHo4PxGYgbLqHwV4gD6NiourGYQ/8TgwQVr906pskrMYCKOHNmZJJKxTZaML+LIqhgYJkkGpGW4zz0hpwBxe0o2ihhOJrV5QsXpMrCDnz/7p/Lzp3efNzOzwy4F+jWIwReOmrnJcUw4fzB6JT8/cVeVWFcsYKu+45iZtj6yqfehKnI8KMmxOoiq/5dDVTsJLM8oGOR+bUzFoglIHPaKSEMlFCGS5CQmMC1MmijexHXCf7Bal38v7vFirxILwja8Kjf49If/9w/UIovzpy0QB/5jvP4/mtkqyARDWZb91UKh8O1m9pdNZIK/nWXZeyKZ4EUzc+v6kgUyATxzejx96Xz2/D/6X8zMrARMDJWcPep1I2KW4nmqD7GZUe1ylf4y5ACOyzpdZfqAgGyMwNiYk2L/wA05ex94zM28eUrv7YNWm7fjSnvaBM0eLY4KsoMHc8LCTF1/PnzXMRUKKm6vngjYksOS7t8m9MDOrapF5QdntZFR9GoHsCJtOV3HbHCQcMe6su4NlOOH3gq4w62zapl1Az/HcjTL3x6ck0zAzVW6A1HMWO1hEN7oHMjP2UZnm9gp2mPzCN5gdPdBNfeWMIPaBF8GwCkB1y6cycCbv5nsqZuj4X5P7+m3EQeXOBc6s1jtfOPSD+Wvnd2EA2dwFTFdyZ7A+skgWbM5pWB/4HqoQBwAE9VxX9WwtXNar0M3VK3Ij2MC2WRfvf67ZiaAvVkKwiY+0IPWg149840uVShGoI3mScTqhBKLwyL0rgq6r9UWtPxa4TmyhdW9q2SCa9PbX2ypkUDh98/M7P4lMdWmvxA0ABunkPTAljCA8yAxsXd09mBIZ6iuFtbjvoIemLPDzVL8qBNdeoDXoTRRDThR/p3//r0+2agmMLd0/B7A8dm6lpdZynhPcF6eeGN/lVBxJxvQHT9FkpuQUDp2qLgLKOPv9seBiYNPcHtMyZoNsCzH74KRPCPM3+h8cPxsa9c2UTQ4AgKSzuaU3eH0gxzHRZsJqMbvFRRwT/co+Dq7EAL1u1MqQEytCjrBQoB3YV7pVuJ+uqh7wnVD+9gZ9eBKO2jLwtcyGMyxa/Dlie8jwQRJz8FMqAx2gJTHoJV4WP8+kjgWuhSczT2EoDwq2Dcj9OOp8+N/KIHaB83s02b2qpn5Kvm/WsCp/TMzmzWz2xbkOdZiYPd3zOxbLMhz/Kksy74YP+tPx781Cy3U/+2rfffTl85nn/qZ/9nM1Mc2MzvsV1m8M7aKmuPIjpChse2UDF6OQ9BZNmYrZWlIEf3gTnhv17wWKCtcjZMKPirzaqX6aJxEhRmVL6rMezshGf+0rd/MtkI/hHJ3YyBVbslAHVRllIavITuaDIuN2SXxbhRA3CgG4+gDpc1SWZQqWGTbEAquxP4+5SCIJWoCzNr1RqiMJi2sawr69p9QC6brTQVMrdiKZivFEGQ1Ib/hhp/4qgJarZtXvik/712RA/c21vYpVW0IQqeWUG01fh7A69Q4S8ZJIUhwwgIB20XgCw8huOjilgT0d92WzAYrtV1f0TO/+54QoJ14VRIQdDQJTT467casAq49jAhiYkE2rIu7NgGs7YB6OefyHQ5FOZ1jhjIX0Uavz2ltuoTJ6Oti8hHnwsqWr0cyQY8C0JupSrY4oD184vpv5+dbJ1Sh4VDpYtxvlFYhW64bRA+fM0t8Kp3A1U4FpE/e/vn83Kt8bIezpZxAMcbC67dm5HBPrKkdvDqkPTpxSwmZJx/3T0pywydNmKVi1R7IrwxrfZB4QL23Vo8c8WEMmLvua/00hvXsbg9qj40fRvmWBTAL2S05wvmaIXEG7IXdifaAAjEPbNqrasXtvFss9T7ggZM2ngvastOBFrahzblxMvwmSuUwoCB2jUfJBcrxO1uYqvFgTEHdzN3wHHcw2zgZ3Ya97cH59oTuWd89COXieZSAd3XIDecnH0di8sonmbKbJ0QEIOuXiUwlVsO5n0sLgLOj45DFySWNAflyThXgkSEBLqwuPPLvPvrOzGzqvu7b5wa/08zM3rslYk9CpEKllofHHd3f8IN/+KzP/z2PZy6czl748b9mZpaMCNqd1mLrWgoZJIGanMXVcVeBU3NMRtWlKFjSZPBBB+bzxTahZ9R/QyVPHzlhZva5Lsl2PNt8tELFal9CXb4RcDMs3bOdxSHG3Ehf6A0Z+Lt25VySwBAbae1kcAhk+lGQ8Shw7mr/nD4XQQRZQl/uUkDVykJQdslkBFiJS2ZH+hgvOFEG4Tw6IQS7dipgCNrIul/fV2B9pleGZPrlyLgFfuQQ1dcEh4Bn7oHzISpcrGCRRehBaRlVBEpHUGyWQo8+IWG3X863bxEMOLQw3SlR3oWCplRTf3hCrM5mVIsvmjLx4V1UeLvlBEZX3njkt/XcFJ6rDlD7IZhPvXdCAkOW7lq/KgJDW/rNPiOVyVSCbQMYntnqThRQXirpXp2/8+v6HZy8EPXXWFEjC3V5WEFZ70FwHoeY0/nf/0slfX/120GKQWXU91AHxHGpNcWg3pMz7sstJEiUWWElKWfq4v5Qef4olhxnFHev6TmTTcuqfk9k0bKawYCCDMDBnXAvKBHBKiKTaRI2+u+G9fHp8T+av/aBXQmFMsj2tetkL7N0X3IGKANfr0R33gPmGC1THj5Wb29Qdnu3Q36gq67fQae83xG+rxNJCJ8XJVAcP8qKfb1P65GVnS2IufddC9XVzfPqWPTfejE/Z+tuYeJKuPaWbNu5+2qjs/rmbUeuUUI17l5QJdflZMzEVObfbWHmLcXnmxZsDavME5sKuEmEOARRyskkZG5TT5MYRcewJrg8VIs5bmu7CzCAxZDs0Mcx2aZQ/dWxUBHsKoJcdwi2KGzFQgtSP5XQHDx39vQ7K1B79sxM9sJf/ytmZrZ/Ue2xTkg4+CBXYlcOL2mRr/TKsFXbymJ8/E7lVQVThZMYgbMoh+jgdWJQqKVD0O7Gk9+Yn3tLgwBw4jSOYrAtn9DzHdyUg6usywh8cuSP5ecfvhOIA65ibpYyePLWhokAQPFPMg5ZBXu5FsgNTzTVJiOejdo9xKAtTgVHQebPlfl/rmvoe1QnjLIYLM1TUoLzTXfjWDEGgLyGpUkFu8NrIcDjGKOtUWjmQB+Hm9jB52RZrg7I+Qxu6+8cs1AyOXIKjCYMOJTxl0aCsy63tSY4p5XYDCcW0BCxnUfxW+I3PMEpoNLQXgTDD6ODnPnIdk3tK9of6+/5rvx86JYSle3ZkDUzIK3uCtHA6yn64GqOUAKo+5MDatFeGNAenL4aK2kJaQhVCeISh8N9eb7/+/PXPnz9b+u9UDL3gHxtVFWi/i04gSNaw2Zm90ejgCgwKmSOMijLq/po8RahGs+RXZwKkd8j4stQDd1DRclb6i5vYWZWXUYLm1UpVLhz4gWq0Kz2cZC426aRBRBeiCnEwVZ0Lg3CSRHsHBDb5dIqV5Xo7b9LyS9lNtgZ2JgOwc7ATVSUYF+3Tys47Z1/+ZF/T6pPrJIBu+TEkXqPAhUGXA6nMZMt4bzZlUvqioxc+4y+A7MqHZvHJGVhRB2HySUFV+4/DvqU3Lounlna2nVcXjITl6MWUfW+c/K5/NxFjB9fVSGAgTUZ9nlnIGENK5lkd4v33jF2PQ/fOvLfebgYd/W2qrOcStOAigGTcP+8jGO8aD843iomQy91PZe/9vSh7DKFcItH+PChK8+9swI1YtSaiLa7VhTA5GK0qMrkwHwza4Mx0rwirEw+fw+tSrYwHw4ryznxe/8w/A1ZMjB2/A67oFJvnsUCOEun1OwFHsnB0B36nQ8g0jg1r4WSPZQjWY3O01loZmYFgLBboI/7PaKzv9+lStRIUwZqvRw28VpdC/+86V6Vgde516HPOLUZKjAMTjoxnubule/Lz0+89qvhhIONUflK2g6suoyFjVlEBp9sQDz/vUuRTYvMmFIWSdsNeAs3CNyUFE9mm2uhNhe+AzpBHElEocu9IVR1o1PtXgQQ/oGca6FvID9fvByc1fibav1RZiFh4nHsk1cgQFLw1rFZKr+RA/lJXAGbtkjGLh10NMysfLCVNnNNWf71s99hZmanFxGQXpcGYJEkBGAX+96M7yfxAvuujd/XvhxsZJlYTZAiDmYVnM53h/O5HQUGv7Ith/o9nWp/3BlUtWpqN1Q+SQooAx9FbTzHs/W9KGmNApjHvN+/OPWf5OcfHfx8/Fz9O4WvmbwUnM0G+0NHlAz2fhFONwa+BdxXJpsu/2NmdnLj5fBeJJtsCVG/ktIXrjtFCMDIutZ86TUFuwfPhHvf+fLz+WvZrBIrm1fFuTgBdSe3D7DLB1OySx1vKoDztVLsH9Df9+B5kIyCPeiVxgqCBAafBpZ+HmhQreAYgsDWOeG/vB1JjBbHeyVM1Rh0PTyNtvW8EqvDQVV76jGIulZUJXemTKkPSARBOsYlPpKORQ/+7lD3aj1Osxk8VJWVYt/DX9IUD+tXwt68EZ5peQSMfzBrybZ3Utn2e78jf42QBK96mpkNXde92ItTIzqhe+fTTszSBMcH378yLFjMQEX2fmJba/d+jxK8bgvvOXXuwjsrUHvmwunsMz/x183MbAdVkN4FBQzZfLhp9WcU1LCFyWCICsZe6ict/613/9n8/Mymys1O862jLVclwPM+tK+gV+TtKAYDBKQXoJ9UPxEeePlVAYsLs8IFJFR7BoxRUXwXIoME6lII1zNzUuMp+sf2kBsgZkFUbybIun8PjMzYdmY7Z35YrL/pXWVNOUEATpTAWNLvj2KRUhqAhpbPtL0dNnHhMVXZGBjwKA6j0uIBbqJ0LaNL5WzP4uZrMi5nt1GJ7JGzqzYUDLqGVaJPxsHOCNoPImiZIH1KVRDPVd6HfpQHn5zAMKRMmsKaPmC6gJmF66fVRh28KYeaMDLj4ZVnM7PCbbRwEdT5LEqfTWlmyXPOJrQeyQx02QkGBh0vKWgtUgYgViUKXB+o2vA6706E39fK9F2nr0N0FpIk68D3dMUxZdTTY1ufzsOlUxjgcMwdJQ4yJpYXA84pAUhT4gEYq2LU0iJbssggnNJDCCh83i5njzJx4HVuRBmNGn5bAwLWe5hvSiFxHwfEFjgPVnOcsU0bRYY5K1/1GQUP1eshUM1GIT2E9ZNALmILm8kNtcq4H4ts0XtAzc+qHF0l8kSmgXFslRvCOLcn5/Sx8Cu1lwN4v33hSv4aAfsUd7VYdSzOIZBFNbA9reDcCxOcCEDhXlYqj2KGHifmvTgqu+zt6hbu6zrknUZ+/xfzc0rn5NUxyoJsIFiGzzx4NiQRXQ9gBxkMM7mHHfPn0VqTvStBsoX20THTe91QT0C3YB+t/4GN+fzc4SCjT3zgnRWoPfnE49mv/WIQjR1auXrke4q3QtC28u7vzl8bWlbGc4AZbt33gV+ID+7zE38kf+k98z+jf4eTdKecKEsfI2LLsrBjkIgloYOn4S77UGCOdEJlhGrPxEJ41a4BnFxlHRkNyvHOiPKZdWZmw5vI0KkJFds8ZDJSTPBBv5zW8KGMg48i6QBVn4xNtntdB23v9JX8ta5bkG04TqrBq27UV8Imb44o03YsVFJxYuUMRrKIzejVRw7+plPqATbHq4es2rG6QNYWjdjmUDAUQw/USqIhTebXxooydd1qwL8sTAmQXWupuuTEk12wd7s3laFuDyho6YvvZZWNZIqeZUyNAEvO1xWdCHGia5hTO/VmkEZxHUOz4ycasH24eCIY9gG0nMkc69pV0HIQWynd64AvsO2Cw0dvjdRU7Rg7AKYOayKRlIjtvA0q6FNzDIDqxmBYY9R1Igg7IcIA1O3YReJhqcXGqssb5VDte/bOz+p6oVvVPAt1d4j06suAd0QriSBy37u8Dzw2a1oTnS19Xm+ESRDnlA/7NrO7g1fy88MsPKcLD1T1456gPeK99xmhlHEauwd8Jdars60T+0INRVStCoAJtGNlr7gBlf4zqvo2seZH3gwBF6WQvlxS0nNvXc9xuEeJyoeXo1QRgg/iEonzyg9qxx0zesnlNQaWEOCQmQybSFvpWMPNqu7f0qGCaHZZnLFPpiz3HSV06F9zIh119qAnWJzWc3aYBQkN+2ATEwNMqJLjJxkUs1vS+0C/42AkfB/tC0dsceIDK7iHlXC/px57+p0VqF25fDH7xM/+/fAfxC7BmHuk3wklfEbgzMYoIOuDkiehE5T0qaGx4wbqzoju/fSWsAC1h8AjIUjwShpBq3TmJBP03g+f10bPn0490Z0haysCZvcgh8HAiFIm/n0kENBJMohybAHZYkMI6vheYnd8lBelDDgpIcGYeHCKIGt1Sg7FqepmGt9iJmPN+8cAb/ussrVKvN+UuigBWG0Iohn4HU4EB8WWe21XzoVMTa+qHFdFnNrX+rjToYD7/FKQnNgY0T3uA6OX2kaTayGY4zoYXdYaTMaRHRX4wLmyXUeWqeMuWb1dflpsOCZAnCnoeC2OWOokPAFVGVdv7wHGkWuJ921uBRpFcZ+TeU2h4OSIz3G5V8Hg9IIqnGQhO96RFTCuldujcq6dBQXAPhaJs0kPCjrvb2gP9mxFPCxwptszcuDJcHkc+SxC7I/dbjmawduq+ruobCK6CzzSygkF3B7UmGkax2/O/uX8tW+siyHMRLcUE0u2e049FNaK3QJK4LgsRXd9I39tryonOLyi4MGrR3SyDAyJ+Vq/oJafD7DfPKn2NFmGJEVMfyn+PmpW4l4x8X5tSG1gn+vasavP5Yi5GvTlfL+xPc09w0pTz54CPwe1f7KiffeRw1/Oz2+PqU06dz/YD7Lu+8EyJWOZgYYfAytKLEhW47EdJ+b88k1Bgf74gK6Hz8Z9BSVUmiAHcWLK1Bu/qS+JVckMEwYKsMsZu0mTYb9yugzlhChPklRRvYKPoHblcT1baoi67bo/+4H8tYllYCYx2YcKC6sWgtmnz4+9swK1Z8+fyl74u/+NmaVRPgMD188pX5cBz06qJE6jzEjf2TqVW2iDjcgosR1nAOTnB5gmbSwaZiZHAiJZdcAgZHsrXH8BZeykOncPbMHH5cxy8DEUp+vnr+TnlbfkBPIWFNtENCS4P97m4zUkVS3imGaUdbsqfg3aae3b0nYqnpDzbMeWcQGq4AZmHb97H9UDl2Qh/u4LfRIjft/Vn9DnefWNrT+0Rwpsk+7h2bn4K8DEV+dkPDuK+v2zrwVmKSViElwF9K7IvsunYzBLJi0fDK9cE4rOhVUZtknBanXWGdly+wChk9xQjBXjtZkr+WtUmP/S5Pfk530V3auzV4PhztDO9AkEZqlulwOyixCU5hge3p9EjDiCzylpk+wvCCV7a7OF6gLn83Xu6DrLsXpINX6Oo8vJD2/7Pmeed2xp/STVewr6xqM1hOotquUEdbOK6LaE2L/sjvZSBuHi5rsD9KM2L3u2c15BZtfnxZClALe3nTmmiow7Os921NErYRzT7qwCTmfgm5kVoLzfnArrnC1FgtCJL/aEY2VSgQHJC8WHsoONU5Bv6Q/PfAS4JDrl+TMiJMy9HMhNbIGzUl14VQkCp1SUR8NzamMqS+GukrAC4Beth8H+NTZUqS11QUj1/QoS1gZkE/t2w3qiJhuD+kQo+W5cY1hLlCypfAFYxIshaEskoe7N5+fNLcjlVFBRjNjF9lMi6BHXnVQi3XaxK4SJF4YKb3J0hjWWbW3o70D4IZkmi36nuaw1mOEaKILegvC9/6Yip3zsyobx9Rwne8yEBVbR9o/Qe+v5wPe+swK1py9fyD7xT4LTTUCCL8voOF5rH7IWPPh3vWQqxtl4rDQ0UA0j4zDfCACsN3sFhiRuhky8icUQfDF4ozrzzT5luRfuht9EIVXOjqxhvlj1lgxX40QIcqjuTfFXfrdrpnVh8DeznPElZQ2sJPgxta2Kyp0eGY+T2wqSc/wYAPsEMjMDc9AmWwmrEEcdXNT3UV/LdYwSDAoCnCYCo9vDYb9M7ygT74CeE4MozsYbvh413lBZJcZk+3HpVXXFVuI6hvgOP9C95DN3eQozs/nR0DYpFpQUTG7pOneBkcg/F1UU4q4S9hVYe97OrTxQtYsM6QKSExfvZDWMmLkMWlT7wDaWo3ZewmLm6C04aK+6uLSAWYpnYmLFqsxRBxXyk9E5MUCj8C/XxyFkErziuN0PuQBoErJFtwRZD58EQNJMB1ThX+lSteex1stmluqIUYaElXN2DhwOQc0oMh0TFroL4SI4aQzLnpHJy8Pxc6z6s+J+vRcs9FLY27yvBKFT2DnZm3FdbHSrrbvRGsjPH7sve+7rhi2qozooZqmo7tW+YK/ObYP1iYCBc0g94GYAxIMzMNk+db2yGu4P8XXXTkji4vwr/9jMzFafECC92pRN7NoEfpKwjbh3OQuWwudkNTownozuRJR9eV5/d8R0iCXgyzi/9d6ECgF9jfB8ezYAIwC7mdfug9L3hymDBZ01wjY4vzMWG0gIY8WMa8nb9hmKHNwH1wfkt8oFffep1RB8rw3p/rCyzNnUbkvnxxSczq5pHdDX0g76+j5z9uw7K1B76vFL2W/8fFjwfUsq0yZigW6A8fu5WBPledxgFyQlU6uJwIhGJwdP0ojC+bww9gP5+bsaagU4duco9Waz1Jm5IWknGezRxrX4phybs6QorZEHoWZ29YIweOffiDIZcGqHk7pXJQr5xd+azLck05VjrCA1kFcdiP84ZrxVPhqGBvWesIg+LsTMrHJbWdzuhRDgEPRsqOYkFbN4PevTaqn2IwDk/U4CCldIxzOg+GdlcT4/Xz8T2hG9mKpA4WKOizkYVuBXgzF++/eamd2cksJ3Xxac5Nhbz+vNyPgWLn8sP5+4qvd4VY5rje3FszfFxPKWTyIkjGNnVlUOVxM3Myv58+eEAY5WAk7SHQ3xIXR8JGxQAseDXb7G33/rjH7/fit89qXrv6D3wqFQa6xnKZKREBiw+pYkSNv6bm8xUr+ObXtial22I9F3fADMLeUZUF3Mq9qo6Cfzf5P5x3H/c3YrDtoSzsjN7SeU+ymwSh1B38d16Ej1rULAmTONsec3YwJEHbq+W2pFMznzdtzymIKoo0Sizd42jSJW8BPwf5vP/Ep+7rp/iUwJ/SfuawP4MLfjCSEsISmgRR2xrd3AdfK9dPAJ5jhWeDnndx82g4O/c2wrExLiHbHvvINEHCmx0yw2sMqe+y7cqzfGVQ28dF/2w7teL/apevnU4Wfz89oD+XCuU9/b7JRRh5K+37Xo2rCT1EtjC7OLNiquC5dxMTPrXQOUB2vXq47NQVTA2SnDsTuiIoQndX3v+fZjA7XyUS/+u36UmvX8Zu6MqL1GI+CR/t0x3ZeutioGo3CGGTLX7qgPRJBp55YyYg4jd+fJwKA+oIfYXYGhbcsYOzifY02SQbEIDH2RU+Nr4Lai+ETV/EkZNsdN7faDTNBWC2I4A7EgBj7Ea/A4iljAOXscbM3ZbxR99GybQQsPYjN8FuH2pCoVe+eFC+hbVHVp6clvyc8HtsJnz89JRuFEp9oVCVkgPqfOfT1btpIW4RCmbsuoHA6GasQuRv3slxRkj8M4uoRBr+k3Jxgb3DcSBDbAIsx/GypxEwd6Hj7Dj+2zPQjlciQNmWiumTeypJYYg7NtTFDw5KSLwGJkuV3rqGoiKHPwLYH3rPwwaF0dDYZyZButfAQwpWOqcgfxOVD9ng715ILY0g5gZsuV7UVWhHYiRZ84sQrGjbEKQJD5wsXgrAa39MyHF3SPGRi5A+rY0F7cxPxTVit4uDPvRvuV62q3VwGVfwZH0O2jks1ApAkb41qEJNKQZbqH/XpQCjaqbVrPmxOyAyfuSXKFrV0XxWWgQtIEiTdOdGJ1n06UUyV6FuXAd8ajTcN3UMR4YE0Bkztg4kyZNDXJ9EVbcqcQkozTt4Sv+q2hH8nPP9zUvuqJbWAGlq/OSIfwwo4EfYmjzqVzsEa7FmXPK9Rqi3uTgP3tPvkBEp6WowZk74HsYLmiZ8RO0HZN/mG8FRJ1YkpPHQoasDyjrpC3qOeq+j21BVQOyZDFfNNCXNO0xZT9WJ5St6x3L+x/dpsosFvFxBMKXu+MBlu7X9Ca2BiX7+f8Z8c5crIJDwbOFJUm8ey442uyovbMY+ey3/2pv2lmZnW0QUjNzZZDNnLr/X86f81BlmZmReApOF6kPTVnZm+TERiHLg/ERltDYRFz2DXba4VjxPkejoUFNrSnqlQXsAfrJ67k5wNfjJIAMzIMN2YkOXJyHY7kuoyY987bxL88kINPxp1EnFb9jLKKLbCkaDAH4+QB/ratAS1EMpyGl1XtcqB+UomC4WMQ5YabrZ/yGkZ9HDN7Na/mXZfBePkD/5f8/JmvCKPmcxJZZUwOViCOkLCgoaVBJGYyv3aKnELrrnVO97u8qfWYD7lG2Z24kdZjEunc6w1rsB9jXxImK0HkxFZEXBFJKsVkaLv2hI+OSgZN42gDz0i5nL4IYGYGX76lNVHH8HS/n2QmJyw7ynagypNFDGZC678OHBgwJE7oKXDGKqQ62gzE4jolS5PjdKpgSCZtJXeerGpRD5ByMbFqy0kTycgv2ATiYbORsKd5T9pj2q/JEPirL4d/B1703pQYibNvob2ItpFf0xYCR8ofbWBUmAP2k99MCRUExp8a+sH8/BvWfs7MUljHvU4REnqLSl5cB6yRyCrBZnBI+hHM2YNpJX0VtKJZDffEoOOm1s/BGVVZk5YhOgAOh6Htpz3jvnLIBPFca0+q0jR4X99NjLMD1bswgYR7m1CMrUiEIY40mQ+NgNtHdiXM5QOI0eL1NUI4lsL1M1jeGte/+2QLvueomclm6dxk4uocfnKUjqVZ2l7eid/de0MVWeoi8tnxOTlprgPEv+VzgieM4Hm433l9WrjnsYKugZIcJOM5fvCryXN8TVbUCq1G3r+m2v4WRjn1bQfW5sllUNhvgYIMwcI2BAeLneFzF96j1uDEbWXlBP2/NRyAxpf2fi1/LVHvprYVtFtmlkOAtnv66SP/PRniHPWlWhh8ffp3/15+vvAN/35+Dh+Zb8YWWnhFbDq2KNvR6FSR2Ze75bQelpRVja3G7BikgUGKCqNszuqBYyGKxwQ4B8PKwHveCve7fAxokw6VRjAPvgGKfmoDo1PA/Cl9JRiHhQ/+cP7a+D3hvAqsHg0r2G30xlYb2124hmSsjX8GWh+ts8oOabj4/B1jxUClOKmSf/Gukoj+nmAo6qMy1GTApXpOMqrLZ0KFcvQ1AYsZnDbvQorCxW1HdR+o2ccyf9994SR90kEZs2n3LqsySsHWvDKGFiYdVQkVYJJXmqvx2n4XoplTCqgo6Ft862UzMyvMqnXO1k3hnioU5ZicvTIrIWbO26SOWpHzdMfDZ3fcEAyBg81ZMWieDHuigj3TQbINdBgp+OtB0uCeKr1MPKurqJafC0nhJioqM5/5KV1Ph57jwbSCpGq0N7mgsFmSIA3u8PWQWG2fEw6IyV33ln7TTI+CJFsP1VcC4c9++u/qN01pzR++GhxmbVavJckU7GPjmtZ/ZSzYtmQuKiQeGu9VRb7zcyFobWG/dnRAxBZ+ogKtSw++y/cQWINs0EYhoBS/u3VOdoBD61ld/IX69+Tn31oI9orwHp9vaWZWwXcPRrtDgfMSp7yAHNUaD69Xd1DJAiSD8JVRJPqesLIiTW1OsomHlsPzYNFo7KbIHQlcBraiGLFtjeuqkFaGFWQePi5b4hXgRMi9ob1Pwg9JKj4w/Wyvfv/ol6SXyDjBj7M7Ko7U7mp9NCYhHo0pSUzwjju+Jitqz56fy174O4H1mQiBUkXaHR82TIaMj6yd7AIIB9EYcdbnQq8ioLk3f1XvjYw69rd9PJRZOuszUUN3A4PqXKJLhcHD9agVRCHdAoHc/M1oNXrpeexV0J1rKAuzShTL6g1kXWuY5Tm+oKzCg5IXTygzfnpVTjLBgkCDyYrBITaxmDnXkaVyb2Em+joQP03EO0FOyPFPHK1zjBBmnj2jfUA24fygqlbnbj2Kt0hGfmHiQXNd97U8GascyUBo5E6oNLQYfMassgAyBXWyMjB5C/5MKXbM+04w/Uk54hxrCHJMMuv0FqqzMWBu74ABBpZuBk2pAgdeu7AmsTtodx7Jima1FLIFDIDtGth+nfEe4vdTHJbVcB/JxFl+yYxDYF6cZZywmw+PDqybmFziVR5qfFFom1VkF8Ls4cBsDrPe3NA57FWpJ9y3AvZzwj7jNfuB+0f8aW1pXt8BIkNhPtigAgLEhHkMJrMzMhcHtb5GtuTUiQf2RMfMrPJKCPaKmDqSsfpI6ERcQ81TggWwnZu8l0Licd+wXc5KFCED21G/cOC15/W5XFdkH1KrMV7b5y//xfylp/ck77QxMJefj74VX0fS7JI/ZmkCWLgLHNtgtM28P8T7UgIlssap78mEvYRgrxiLBtZGnACfwupTeWE+P3cRbN7X5Bmwwul7heuSOGtiGHGPs0bEYp6CWgPnTtP2x31DZnu9pt/hs1LNLN3H8eAEk0IFv2lS69zJbxW0Udkt+Z2e78/Pv2nzn+bnXs3se+93vLPIBM88djb79E/+T2b2NiA3AcXR4BNLU0J2kHEwL1ohKyeCgx595Tfy11pTxHTIkZScEo6MmW3L/lXQ0uGg9sZCYNS5Dro7Nh2Buj5Tj9MKEqeNrJJlap8sQAYUmWiHWMT9CyEroDOksVudViA7GMHQxJrkOBAzq9T1O6nO7owxMrUovMhRHR5EER/C58i/q76GDUjj6ddwSVk+iSCVm8HZU8STLUNq8BylZN0eVQBAcH+1IKMztB+eL4kpBIszONsckrHuXw0Baht4i0SfjkOVY+uf7RwO0l6fVdWWZAl3YMkQdBwMKPx+U1qF9ySpcK4qKHHsIysmzNzJ4HIRSZ/KEH4btJZ65vLziTVl7o4VGrv2aX0urwfOqhlxpySg+NgxM0nImJntxwrfUYBlM7MyjDUZY15JomZUwt4kmL5fTsCPZOQb9zzakr4XuCb4vJKq/utxf3DMF6p6GZwWR5P5dfJe8mB7cWMsBGjU39rrVzK11anPIMZscSziEjcVkKxTrHZXa+lmZ3hvV0l258SyKuCsTtNWlL3FiIDLp72Yvc1nxIP2jHg3isbmQuRmeUJBbTBi4vg8HFe2O6ngowvji/gdDOZybCee1wEC7vkeFQvObITAv1WB/hjljezRmIB40BtdIr+wtVdDhcpHQK0WFOieuyufuTkFeZaoW1ddlz0neaoEwht/s1cP3xgSk/7xL/8DXQNkWLyVvIfZ311LWlftu4C4nFawnweqlAoiBIC2P/rH1ZNK4gcBB5ifUsuU2oq9+8GmvfNan426laIsQwmGb/kxYbc80CqgFJoEZzgI3ve/owGjkF3PVbRSPcOEwayAap1oLaGk2xU39rVpsWTmtlW16vyKGKIuk3AAJWsq2pNAQTBjqxgnAexBemRNQULnERlhCxXADQyjHrmrUq9jRDjFYHxR134IoGYvQP9HsSxJLEhGAG0Ho1QAiaOE1kaxQ/e4MKS/O0r7qYpZfgVo3OWBPJwoS+KsOBZG1fp1Nh8D2ZltYeI4bNjB8lvjupcFZM91gJYJ8PUg+Dgpi+0J4Hjmo2NHpc7nZpqZnbn3SX03B1570oK1mwupWipbULoT1s0+jGDnPRkoyqjwvpVjO6GCiiN13Yotrc1S3KcMajrn5dRHZ7HHgGPrifeQOLnidVXcMrSxKpNhfWw/JtKNC0qbme1AhqU/kpUY6JWA52OQNADigEsRUEaCbDm2+4cWwnc/nJHtZpWxgfmvrMp5QsVRaTuTcloDV9VW2n7yufA7bwP7hCTj5zMx07+3UxAOx12RPMVAbGdYyauPzWKbrAv3naQiCjAfNY2iH9IIbCmf3wht3k3gYZmwsJLvLTMzaWm1MFyebGsGRu7sexkgU2YCe9718szMOlfD868sQhaGUjeYT+k+aKlTv+PUvtYr90prVsGctxipZddxV3vwYifEXaMQbIXaipDb4XhAx2bto+1NxuYO5l72LMp/uN3sq+p6DrFeuQZ97BfliIgZOxyGBMyWbIl3FB7fFEv71af+bH7+xI1/pt8XNde6Xtf3ZuO6Hs4A7V1RAGe9A+G9LFIQW47n34ot2ioCViZIJ9YAdziOOXzM8bVZUTs9k73wo3/JzMwOgHmpvfiJ/DwXb2SpGMaDg9aTUvBRA9PJ1CIeKZZp2UZNANvnleUk8/VimTmh3JO8AFFQ79/TELFFUe8VqJXVGndcGxMy4BzfRE0sF3d1IoVZymrjFAM3uklA8jo0vIC9YJUwD2yOKY8neKQIrG/1qRVbQtBGXR1u/urDuAHx7DhmhaXwfJ7mksC5LTiw7Euq1JWHdR3tg/A7CieVdRPPxhl+nhGWkrFBMph0NEllK75OjAkDKrad8qou5+FBsPO4CRyFlRjsENzOlirwaO1IgCBEIAmGICTNI28xIelxCRUzs+5XVQXLZ31y/8Dxt1cxVWNPe9rFQosU0MR9Y8LlhAOug64vAhpwCq3hOOS7OK7KUJbMgET19b4q507S2R2XgyMrnImV7wXOVbUGMJzYj8U7+owW1l7+UVcV1PJeNG+Fvytipm3hPljcEF4tn5NNzBbuJddoZlZge7WIKQ5nQ6DJ4epjdwXqplwIk2W3CTtT+t7uJQjFHiFs3Xnj5fy1Vy//ifz8/K6+r/Ky1pX7AZIJEgkUBjNeaRyETiExt4uo8MPmf+JdP2pmZh9b+4f5a0mr/h6qOVEom+uc1R4KzJb7AA2Ig+bby5Ds4PB4fl+8x4cjClRqd5SQ8GgtRuYtxGw52zhp92Lerk9W4DSXbBnwnCoYp4+HjgOrk0kLE/aRHaJcB44t9/sgWD0t338YoUqJPNA9MHqX1X7f/Ogfz88HH4bqfOsVVGc7oLrwtKpklQdxn7N1iiHyCQyLxJr4mzq/+y+/s1qfjw/1Z7/4zUF07mBTN21vde+R9/ZNabH3zQBvwfvCKQVxA3VN6L31TQUlOwsb+XnnUMiwi2Vt9vtf0KYbOa+Aa/22Ao1iKXzf1gN9bqkig9g9qsCosRce+OmPqRK1/Or8kb+p3IHgqh6qBxmwB+s3tZE6B/Udt18IwUrPuAKg3kk4cHxGrTcs4p0lXXvvhN57sCknOnhazr7vcnAuu9d17TsPwKjbhUFsRpzgvhZ794g2cNcoWmJvaWNWu8Pm75+VoTlYl+Hj5534wW8Pf/+bz+evHW5p/XQMQiG9Cl27/nAdzX1db98zcoLrv6cKXsfIQPiOr8znr3UO6nfsLiug6OhHu6az9sj3FstaH10zEKN9GALO/RU53LFvVMVo51UZ6EOs40pX+I76NirANNZY07WBsIc2b6mC0zEI5iUSoN5zCoyLEah++BDTBg7l4HYeQNwy/uaeE/hti1oftSGtseqQKqPNrXAPazNyIrvXFDgtfVn7sVQNv2ngtL7Df5uZ2Z1PKfgcuxw+r92UQ127Lic5eknft/iqgn3fC1yjXSfBoMbUgEpMAK7+YwWLXAf1Xd2rwTkF2c2D+iPX1j0OmZ49fUf3VPi7co/W3eqXFahwbxcQfPle6R7T7zjcVEKyv67zruGwV/wZmpktvKJ7Uu3W6wOzcmy7y2Fvbt7D2n1MNnPsfUp0Dx4ER7vyhj536uuUFD54AWQB3Jf+2fD7uZe4dwceUzXv5q+FbgltDe0A1/z8p1TNyq/nGa395Te0V6bfp0SmNjwQ/v1FwRD6TythP1iFiO82cFPx2VS6tT5o22r9kBx5PNha4kXXXpId6BzTWmnF/ViqKXCq9Mg33H9BMAP6DL8et9Vmqf8pUDsx+tdyB8hjuPa1W9rnnQP6fW7P6VMm360kZRf2Y2cx3Lfh87qXzQPZe94f2p2Va8F+dg3pt81+THCZ9Ve1V9xe13pBkoNPmf6oktDNV9VNah2G95z4uz//zgrUnpmbyj7zX4cSKAezJpFujMYTRucI8BYEXyNrMK86rCkCb22BPcMxK96/PgbIzGwtO0DVLmZCrTUtUAcIm5nZCEQ24yzLyuek58JsttgJIdzTyhqdPVRE9pzgYx5/Lj/vvxWzCbIQYcC3Lsrxu+RCMpoHIzlYUdx937fn590rj8p6JBgcMBxzVhYIBKwStCFxUcC9d7kLSl00b2qjlcEsbS6F4KGErLT+EG0XsOHKAwBZe6bI4cGojDZ+7/n8vPZUIEi0bqFKwDEs+A6OmWk7yxL3kpk2j+p0CAJynSUzs6+oulBCdmwAbbv+XvsLYu+V8Du5rpyEw3vNylgJraQEgxeZowU4AToPVmjqp4LTLX5W67w8oufFsS53vuHP5edz86GK3nxTjrp8StUsCpp2vRBHWuG+7n/oe/NzJm89Xwps4UKnHEfC3oR94LX5qDeu7SbabtyDTjBipaaINZrh+wp7aMtHe1WAgLNr1pmZdSxpzztBhnIQB+eEsXmjJhLPU8uS6vCWb3tBrS2uiRZIM6WzoRKZYLvmX9Y13FJlo3JCVZ4HTwT7MDUPBikHxi/rPF8LqNQk9j62sMzeVpVxG40qK3GphIt0fDaw/dpXVKlJZklD5JvYPYcGcB0k44vGlBi4r0juK8bRtR+gAo7uhEN9SI5LDsI66M/isfD0d+bnnK2at/5p++EzyVhldbkViTkljMpqndC+S4RiHXJxTIV844MC4Q+9pLZrPVb7qrPoitxRJ6iCTse9D4Qq2cCBkqlekPJsCbqpIAh4tTPpIKBanr2pSnVpPL4HHZukIov7ZiThxHXa+T3/4TsrUHv23MnshR/7L8N/kCWGVlvOzoMchIHuTuBsojUW1dcpT1Aewk2Hs3NxT2ofdWyperA6JmzCXlGBmAtAEpCfKOhjIbm4ZRUDoQl0b0OpmmBn1+BampUO0tgbag2TSlx5GBYrqc28Nvbhbw2HbOPsPX3W9RkJzJ67+i/0m5BVZRFjxrE3VWiYNaF6Xo7Xk7CawMphYLxyUUDTkVejk2erBfpSVJkvZMGQVm+A3ci1BGNPtqhLX2yde1/+WhfkB45iUVLRnlIFn6l9c37+3OrP5ueO40lA0dRi4/zB3WgcOI+UM1vXFVAXevUcXUohV2M3s8WzX5+fcyC2ixuXX1U7uEi5FLJBmcjEv0vwH2zzwZm5XhUV1olh5H3l83WBVIrnklnIgdhJOyoedbAzORzbmYoHg9BO29W9pEJ6F4Z8e7s72ds4KK/gz5k2imzRjhUQWjjlw/F4rFowEME8zULELhLLuTWn4KzvDbUJ2T5zNvlRWl5m6bB6Z98l7Sz8TpKjqHXpB5Xe749cyc9PLAgP7BhWQi44j7kNwhdxZ9U7IUDlmDNOgWFS58lnA5gy6nR2vyE5FEPQelTwlM6p1fOoT4aEihI6xB9zjJ0RUx0VAjIEpAUkC4kupgclDCLo76idGKVc1i/JjnJQ++gtaJzx8+KxNybMLVvflGfpaAbb1L2tYGmvB92WF0VCoB6iEyhotyuvCoNWBHY4PxgDELeKFm0yVzvGCYSIrD8h7HiuEWimJAtwgFaPklva5f0e+WIXv+3+0A+8s8gElmU59qyJDVrGhvBxDxk0c7I5YVCyROkcCzA+6PJFbR6KLHKagDPuqH3ExUzmaDYMbJKTDCgjgYoScSxdDtqmIWbQgs8tZsD3RLzFSAewCcDrVe4KL+BG5bUhLdAn7yvgorTIOQ8Y4GTPfeXndO0wiJsTqvD5oOAqhsEbnAcFAstujCBfQkxh+aqA0SPXRLxwR9OcUWZXRiWhhqzRhRMp2VKAkCqzdY6v8t+dVxbNbGNOFYoBBBS1CNStHsHYMzP70NbH9bkI1F2uoHh4NIW9YHD2jmGkUQdWIiFbYL31vBjabQfQImoVUO0DS6zYDOuxOKUEgrjNYktG7s3z0h+8eCdkx03sHwKyuabLvx/2ysB5YSo5q5BBxMEYxrMcoTlHZ57onXlVAnu0QnzQE+/Xd8d93gHm8c1JBbJzKyAVEXcWDyY3nONqaJUU4x6lUycrmlU7G5Lhd8YgSQoVsNM4lL391JVwDcAU9u0rOGtv6DOKMwDqx/VWOtA1dGGvkEzQFwHuLTpGBKpdwOe2+7UePSmm/tgsCD0cp+STVsjyZ9U/EX8dVHJW9RFJWD95Imjp729th++ugLhUgR3I5WbMknFb7VjB8r83MyuhqtW8KOZ16SDuQVxP7XUFgM3TEmnlmD5PyJOxfPRbJL9dCklk55sKsm6cVXfj5KqCj2J8poOcFcwEmVIn0G1zseXVOQV4U0sC05eWde1+nRmw1SUkr6+9W7Imj78mnJ93jmrLuNf617xib6aqfRH2rngEY9PMrH1fFd7iREjE6qfl73kviAfP1xjuT2kN+o44Sgjwi8cw63l8bVbUzs5mL/zN/8zMzNoIVOxNOfBm3DSl9wgMmL0i/FDpojBf2W3oJ8V2G9s8Gcu/M3P5ubcVyldBqWdEjyoHy+Llk2HDN2/LYBTRYmmsbeTn1YmQTbSgqXTzY/9pfn7yX/w1fQbaapWTweg2Ab4szyn7YUk/i602CgiyfcIMwgGqZCxyJmN5HxpWCC7WJ4MBGvqy8DhJJQb3NQf1cpD0LCj1qMRRvLIYs8bWhKodq6PKjpN5mBFX1QQwf7dP1ZP+qzKehycUJLru1MG47mUHxQ3H5Ox8LFiiTD6qa6OyOtW3Pehg+8wB22ZpttoTZwayKrM/omsgczLRGQQ7M//cdTk74s68jVOEvhCxZgTfUoOo4JR3OL4EDgAnWYit7f3Pq2pXm0SlG5XsxoLaG5WJsP/bgBywTVxAEFXqj1UiwBDK57Q+qOhfXohOgPcMx+aUHCpV2L1KVt5VG2RnTG1paiTm14ipA0klhrNV0Wp3UsPnRr4nf+19d35G7yWByu83nCylVXZOQ78RzFBfp1SxXzgrGZqxh3qvj8hpFuUMtyoIzk1r5eq21v+5vmCbBneV6B5WdJ2DsBW7l4Mdp2B25y3Y+wcQCq4/ujbZcm+CQFF5n36Ta8fx38tPYHoGZ2B+WTa/9nRI1DK0LRm0FdH694TcyQFmZvU3VBksorXLa873YJf8BNcx92ZjLewr4jbpi5hYOHTIhZrNzIpt3ePqivwHkyH3CcfJiawMKlme/EpsqVOgmBIxSADqF1FRi9WzIoTKM7JpITnjgTgFeKurWhOsfLVBjvNOReEhqtcI9pIpLzH5oIAtZU0485dSLT7pofuD3/8Oa32emcle+Ot/xcwsGbRtC1pUhaFQ2Wk/EPiUQN7yNFhixDrE9lf9oZxB9aywF030yJvYjEcdJWwqnrd2wqapYCM17unaiRVqLEdnj83e3IFT//Yfzs9dc83MrH3jCKNDrBWMQGs3VK4qJ+f0uXRQuIcusrl3QYDLLkg1EB/CgKErlvQzsJbYiiPbLW9twsHXEeBUUDlNJCdiYNh6qGyucEEBeZLZRGOVMHrZlqNRYcD4leAcaDBLSWscVbl4EI/CQD4Rh2Uy4G1FYPSIS6RBdGYgS/dJGwQB1/7nlWF3zAZHwYCsgJZAC0F0eTQYv+YiSAFwhuXBgfzc16uZWTs+0zLuFbE7lQkFYoePBcwb231HjeMyM2v8vkbB1c6HAL4xj8oYWKH8vupIwLSULih7PnaweVwLfyDMaTdazdEeJfhLJDqUjsmDIFSOVy8qcBj6nKrajcvCBHpQXr6mQIVriWs3i1XL45jpbGE3kQx6tap0SUSZ7Ab2eZOfEZ5v8zH5II4bS3SpEGh5YNNYBtsYAUcFEyY8qdu/pc/tPAWs0VkFzu0vKyF3u0mmMAOcFhIOXx8MsiogrhwuqFrehr2qTQRfk+Gzyk/pXrTeFLygsR7scecZJXqJll3v0YlBXvnDfqXoNFvjragNmDDlYXf3b4Po8U2h0sZRace184gvdmY+IRcZ1nEb3avizWD78ykiZlbGfSUGPBcJN2EJE9zvSfkUrmn3S2xbJ+PogFFLbBswoflBcXU8m9bjYQ9WFuf1XuLSUNwh/MCxnZ1/9D9/ZwVqzzx2LvvUP/wxM0szVxqS5mZ4+FUGQ3iIiWAhAjxXQ95873fpvRi903sTJeK4SFntam4i4v/wt+XnbH+UHOBPQkPt6DaXV4w4QiaZTcqFAmNddHAkFx0WDytq9SuhfL3Wq2Bo8rawAKmkRrg/bRjfIgKcnVnh9QgodlFUBlZ0Zi0Ij+bCxABQJ2V+tH454zC/Dvy2hcsfy88n3hKuzjfYG+/6M/lLj72BFi6xIMj4fCxWMusTAUWiZB+DsjowOtVdBINsu3Kfxrbj8gnt6bEbAlyzapeLSCLTPHhD+6DcqwpFElxF6j9VvykjwIDS+oLhJm6TTqn0tIKIRA7EZ1JyPTNDTcgr0QkQqIsgisdrV/50fv7Yp/9WOIEUDmdZnrir++aQgkTxHVXohGrvDgjZfHLgedGx3R0PCczY3nz+GluUZTgPB30TR0ntwDbkDhL5EcemHQEaN3ubPEt0wKw8Hz79XH7eyXmiqHIcnguVpETXikEWh9LH+0psYDLMHaKyiyf1bNyu9m0pkTmuWm5nQkucE0EomFy+DWwXjqvP/EkzMzuxpz1R/bwIK2QnFnvCXtl8UhCQnGhlZq37WtskIXkQmTVka0sgwrz55I/k5xdfDq29w9vQ3nu/gnO2VJNqbtxDrGpOvPhx/TuTs2hXEnwqK4rwV8Ungo0pLkL2ApNfKP9EDG8tirVTg5TtZWrnObaRWn4JvpKYYrTPfY0ls2tR4Tv8smA0tWdiJY6SRmxbg0BCf5VXqpmEoeJ4iDa6d06Sdiixb7RzqIy3qiGR6XvPt7+zArVnz89lL/zt/8rM3jbwmQOojxncnf8zFtX2hAK47ghgLjDAeV1l7vIJOcl8VA/K1Q0Az3PdFTO7d1lB2/TtgKsiBif5HcAmmGf0KMfy2lnqrQD/lTPCOOS2F8wgKkDHtpszTM3M2vh3Ksv33g2ttAzVrqTygQ3KYfX5exhETQvbtdXWBt2qh83z7sVf1MdCMDgJ6sA6Ojgf9kDStkWbpwUDlA8K5kajhheqEsRENaNh4j1pofw9sARadnQkJAIQt9f/UPjBjUlVBLr3luN3KXgnmYT4n7xKiLW0cOmj+fmEtx3MkokWrYGwnlodcnZrfVrbydxTx1QegeU0s0TElOKt07fCOucg+qwFhXTogflUDZICVk7qs/q24czfwLVF58r1vHVWwUDPKtbCjXi/oZfGljOB858fCiy59938yfw1Dnlme4jPycVPE/uDPUEB0d57ATe2j6HurFqQhDLwFgJOtwmoshbgqBNijhOPqMPH/cP2Kttj8f3Xn/3385dOP1AlMwna4r3fHVWVqHNbQSbX/+oJ4bU66mFdVYHL8wkVZinm1rGCi1P6+8kvS6C3cQJdD+JdG2GvVODgD3C/E001v0dMzKCtyKkbTOTyQIJwElSnq2gf+3saIFBUgAFuDgnKU+9W4tAZpxckSvn4Duo35hUfTrvheLgVaEdGn1ACjnBvVhXnWx1a8/WWvu+xg4BzI6ayAVxWGa8vjYbPmLopbOTOJPYgnvNeTZ8xsBYCo2QSDdqLxIFWIo6YTOktiED331VVk/7qU72B9f3h+38/f+04Vqf7XZ9wYvY2PwA72LmJZx6Pd17r89zJ7IW/9V+E/0BF6fCCHH8+Rw4AaAK2D++rf119BvcuMr/qXxRWZnte7x16GirTsfzPVmXSMjtGGK/+egh2qpPA1zF7YlbgrwMsni1CDfqBjEcHfkf9tbAwq+cUOFLQlC3RvXvhM3rPKyBpX9ZnEYjsZfoi6MwtyAtQvoSYp5yhQ2wUpQ8oMByf6cFdGbCOGVDDgfdLjisBDN76zO/kL3GIM7Mqi9XXAiVNGFgymwdNPs94qb1H0dg7AKrGNkZrBe01OAFvKZqZNdBWrFwIBqZ9b17XRikPUvEjHomt88rjaldR7iDBdsWMn8QUyi8c4vMcN1OZ1LPdfVMOrvs9aoM3b0C4+ZmAeUyCARi+3c+pFdv9eDDmCWOR2DYcrGCXx8I6bGO+KcU2C8B2tVbjvQAIvQVpGcoA5M6ale5j8HUMypy8kVQzsM4ztoq8wnkRYrQ3H9XnCr8DGNbYGahs6L42b2AKCJOlybBvuEd5f4qUBYLt2psJ39HxEkTEeS9IUnH1f1RcSydlSzKsQSZDTt5pLujaEhwtk6woZUS5mTaSt+MkghobIRjsvII9caikZvNzAtb3fyjIEG1/Vuuy931a27w/reu638VYteZaaxAbPAiZFa/gghySEbID6ES+XnEcB7Mgac5bids3VLWjvqG3X80AB5iSbaSfSOb0IvBruk17Rrjm4msgKaCl3jgX7n32GWEOq3Nz+g7ct8OvQA4j6vJRpofB5z5sUP37glxX72d/WdeAe0WsdmIf/JzrEra2eU7rxscO8mjvAIvIrhehKrFK2PmxP/XOCtSeeOKJ7Jc//ktmZjb5+V/IX9+fl6FwUcwSNj71t/bvKNip9mvBNyI+oXMOvXCqm68BAB0X8eGaFn7npAzJ7h0ZoNoQMsW4WdmnJ9nggEKfo2EjEa9BzaDd3xfonVig4nPfamZmzd8QzqW5r9/RdQKK69Ep3f+W/zB/7eRX9HcHs8pMfGzJ9hmtt97XxbxsY2wHpQ26br4c/p1gaeIq0D4qxWCo9VAB8u48REWfULDM++Zt59ppPfMWFKkLAL17gFvpU7ZG3A33TQv3zQNGDvsm/oF6PPmQd47r4jQCDBUu3ALIfCrcw6TsjnExzOY9oWjXValyzIxZisdpozXjwVfxKYF326/K0DZWN/R98Zqbu6jOQuiyaxpVXRhVdxiHS8iC0TKtQIS19vUfDv8OfFHlktqZq7+s6gmFR12ElQLV/I4u4JgcC1XfUJu46zQSOQTkHqixJc0q0vycJGmmNgQGz6snZGwyecN5Owb1zSvSKUwkUBAY7T2u93TdedRh8KhfQ7AcE4rKBeyZRe2rRGZl9winw4kXqNSxeuRVwALGH2XQgjTInpC45Un08pyCoZ49BSeb3fq+oc1YUcL3bvYpuBj85D/Nzxl8e+ufwfIBMFrc/45jq11CFekttVRbEMrNcF+6nlaVz4/Gdf3Oypj2x8Gdu4+814MlsxQzSlKZH4koNex9Ga3YputzEhu5KVvL3+yBWPmMKly2oqSxcVZ7sHIfEzYiu59TWZi8Lp8Wg3ro+X8SvooTD4gHRUB++JoCNcdU11eU9HQ+K3uV6FNGgW6SnIgh532jyHO+vnGviHGtDsovVU4Fv9LAtBtOlOFoMlbzeuO84K4P/9F3VqD29Inx7Pn/6IfMLH0wVE6f+MYQ6a99/uX8tW44FP7d0iuqgria/uYdOReqc5eqYFb2hkxg5x6EGaHOzU1H59J1FlmjX8Pviu7fDafTjpF+CQut68xcfr53Y/7Iz929Gtquq28pOO0exQglKL07MLYTDr5yUQuNrCQPThkAUOm7cxZgULLrPLuBns/O7ynI3F/Z0OdFRWneayrld46AUQOlbq+e7UGZntWFNoHlcQNWLsoor/zyv8zPe2YgaMkALwYwPVdEUtiDgGjXNWAYY5uPeJTquO4xmcUcceIOoTI0kL+2f0/B4OZNrPMPBye3e00tvr2lRxmdZqlSt9/PiY9ID45OeesrChxdtZwK+8nnwgk0th4l2HQ/KWPP6gkz/q6Y4JSgir5zQ06t7zGx0hJmaaxaPvzl39b3jQ/gJ2WPnHPKQwsBbgnK6R0xQSILj4QePjubQSX6rRBEFbBeCWRnwrX1xQCp4HSIvVUAnWta/5w84NeWCPcuyZn1PyGn61MhGKQzISEonhMN+s6GIIrEpUo/JEf6MI0kBj4dCIrr6FiQfchORu1cbFcmVUv95t0XlAC24vXX4DgZUK3/zvP5eQeS4oWXgjPvHpX97T+rZJJr3kWu90Ea6L2oNmljVfd4+SXtj77ZYCs4aWXoMYjYYo05iefWL34yf43TSnqmZPvXb0CWIiZGPeP6bSPfoL27+4aux21wAwHO1k35gdFvUZJR94CSmDEGizuouKO65tUurquEPNetfewC7ztfVoKxu6B7RbtU7dFa6DkRfPEW/Proe2V3t95E9yLu6VKn/p4TFmiXGHw14++j/+GEBRZYXIEhITEgAaBoOROZdoSZdD/3w++sQO2Zi2ezT//k/2BmZqUdVbMe/uwv5ed+szlygyM56PhT5luskmFcytB/8lfz89qXns/PPRBZ/D31v3lMfgQtIbQa/Ts23tBCG36PFuDi78rZuxHgte9jzAhHYzR2FRj1nwoOYeOGstztBf3d0GkFDP3ngoEtvFeaOElr7/efz89Xv/0vmJnZxHXhVchaY7WPwpKlOEB6f05Ou/Dr/zw/7zgNBlMEcN/8cWXJ3Dw8Jt6rgHLzaqiodmFEyjaC6PFvUDa2/WYw4BzZQqc9dEnXw02+di3cz9kf+g5dBMkdBHI7M4og25qMRwHDzBM9K9/8DDJYmseEDWc13/0NVWJ6p5Sh7yyAsFHXZ/ioFf5mJhlc/772GCxs3ZOhPfEdWjfLn1bC0RlHaDGQ7z0rB7b2ZVUrfE/0n4eWF9oHdbZrUIlmsJf/ez8EPZHg+HPk/mFlcPQ9wKA5yPrBfP7ay0/82fz8yluSw9g5g0D9xQBUpxgnWb90iIf3Q1W387yCgbXfU1WzD+0q/k4POHl/ek8rGOKIqGpMJnlPOC6I1WKO1ukcHTCz1NnVpvSbGk+o5VV9M1RBk7YdcHBFxwaaJUFtLtaM4IwH2+iODd6bk52s/8yP5+f9TwLCgCrh7muhEr2P5IUjpnYWIdURx6px//Q/Jfty+188n59znJLfT+4JjhlyG25mtvpWWAtMFkYu6zk//IIqcaOPy5asXX3wyPdyxNjk16tFt30t2EHuO45hSgLDGAx1nFUidHBan5WILoP8leuCYn/wvieyUHFyBaEO1W/7vvy8si5Ixq3/9R/rPXGEFBP20Xer6s3xTtXeYDNZpW8gQaJtax3ovu0urD3yHb0nMfEDAZzbrtIMAn1AGSiUO/BFJf2ts+Gae9//3e+wQO3C6eyFHw/6YQWwPhOhPqelHyU0ayllnAHFSz0h23jPa39Pn0VMEPv3nm0j0CNoN8Gdoa2wcym0MTo/q3YOM1SO4siNHLIZas0kyutswbnGDO8JhFAfPiFyw+QbkQWFTCEd4K2NdPuZHzAzs9m7ynapL5QoqFMJPuJCNh+Trl3PhiomHFzu2L6blzTe5/SbmHhAsC9GueTAcLDXGOwYqO+58CacSBHVvgQ3Q4yE43FA8S6dlJFrgbDhIHvSudfPKAseeIhKJcr/Tvogg5It5QREGz/bhW/N3qa/RVzNHVXdDt/7zWZm1vEFMeCIO6RMxPCbMSgHqynRtQOrj/hJD77qZ4HBwv5IRJeH0Srz66HkyHGDsvtCBcI1sMzMlt7/7+naf/un8vPyRNwTBAtDc6w1o4p0zsxG9S4hm/B8WGvQbUGjX9dbRnuErE7HNhYg6JmQNLDGWEW0KMmStBEZGALi4RWzZEQdDmIUC8DKWRzynrBNaUuQyDkwvOe62tYJCB/OnLI+LifEAeUG3NneWWmYdd0NeyVZ52DvJQSa14SF8iRq8WklVuMv/Yr+HRVT3/M7z/1A/trAmwLAcy81BnW/8wkJXFesqCB5O4wq+xwuT5vY+3n5hOIAWMisOsZj+wQY9stgMsekmNqClC8x4CDzFjc/H4lnYgeuqwOyGwkH3Vf1zBPxeUzPsSMmgnAEF1n12esv5+eloVg5BqaQ2mnUMyt9Mdgojquj+G0GLHtOQDLLW57UZ6P0TlJpjOu0cFq2L5Evua3AMTstqIET195xrc9nTk1nL/x3Qc04EWm9I6eb33gOHeaDA7GAmQArG/kBA5YoQ6/HigiIAgl7k4J7D6CT5oB7gqVBta8TyB0XXnlGm721pMCJINBk5Ei8thYqeVvfIAfWv6hqho8RYWDZuq32YenEXH7uwGDXqTNLNc6qywq+EibS7WAcaMBbYN8sjWhhT38uVNoIvOdUCXciZpbMes2i6n/i+AgAp16RY8wQZDf7AD4Fc6zyRQGqS04AQFCbyL7QKcfE4HBCAcBiP8gdJmd38qYIEK3ojEr39AwM95v6dD4qjME0SQM7H/1j+fngHbGXPahP9Lf6oN93U9/torJMQljhawMLkmhURd3C2jT0sI6Zh+iA6+ZpVTAo35EEn3SCEXBN7SvaPMqTcPrHkZ9FUWrfb1iDXCuuX/fItbmzhuFP5g1zvFccFZckOrieHONoadXh6lxIss7d1eSTZIoDD7crTDZBVmpNAm9zBAOUM2TzeZNm6b2MducAzEKyAckKdhFoM7NCBNE3ANjmUbmhTsXO5a83M7P9mtbo6Gtqd3N2ZCLoGiEXydxU3KvGNbT4Y+uu2Ht00lx6AOkQas5FrUYGjhkFXSnA69pnTCaZIGNP3HifZGjmVkNAxJFX7YeytZxj7UWI9lX5w6QV/wQkUq6He5wMcL/yLfl57xYqYxxjFxnku4Oy/T0vy4YVmLzE41iFBjDB25BAKc5Gu4l7lQSfR8Q2RQRhvO9vve8v5OcX3/hn+uroj8h6TUiAR0ikHE6JYVy7JqWFRN4Ha9CD+r73fsc7LVCbyj7z34Qbn4gTAv/x8NcCBsBLomZpSXPvITBoszCI50JA0Lo7n7928FAGjBisVsTmMNslHqUFp8WNUBuLzDCU4JsQ/SM5oe/rAiizceNR4KSZMFNmaStkfzm83jqUo+kY1CLe/LP/j/x85Gf/hpmlGJzkHBgtF/dsAq/BQctt0MuZYdQXH2UwEf9SHZYhdWNVeVIg3dabqj4dfkgadz5I2cysHe891zwxRhnwOK5Sz+uqvUcA2Ow2gLNU4Y9iqWSIUtfNh72boYVZOjrTdvyQWdqOciFYCkFSpDW7Keeyc33ezMx6gKU5uAtQd8JwBCki4pyqZHK+pQoNn4c/p527ut7Rb/5wfr73qgJn4j+8Fe14JzOznXldW/cJrZWt68HpdE8DcAynxXZFbQS6SnHPr6DlyjZG55iMZ8e7Ip7v02rbc51XPiwHVY7VPgZZ3NvcE9TUchB9C06yjGSqcXte3xevnULCZD3ufl6/ifhTx8Vsf0mBTM8FtK5AlKoMD8TrVbBEgVmujwRwHe99jiMzs/pNYIIoYhxxSqvf+ufy18Z+Vy0sMjITweeLsSJ0Ha1ROLiEyRn3EBX4N1/XHiWrcfcWkuL4fGvxPpiZHSzLdpWBaWrEde4218xs5/NqRRPj2jWtteusf1Zitt5QosM2Z30nvGfkOX1H/S4ExVmpBBnNW9hH4ZDNzDpxPVtXQ0DJfcDnTFyvEwsS24jkJrF9RwhXk9FKkXj6NscBUjyYARV9SRmD1jdfCnaFfo1+NMEn+xQTwpiw5vlsOLmk+lioNDbB4iVphKoBXjigXT5qeoSZJeL6Lpjf+Z3/wTssUDs9nb3w3/0lM7N0vNMY5C5YTvcDY1T2PqcybtcTKiHXZ8JNpZAuKz+Vhfn83FW/G0ty9v7gzSydM3hPRs6z2zbUoplpU2SzFcdMUZKCIr7bMdM0exv70jP+awJwMqgtP34lPy/EKiHbiIl6+VGtNGQ5bBkV0YIyDJd3vbdkWC/atqTi5wBfqqmzNM/RXJSXiNkqZw62IcjIZ9eMFU62hA6eELOu9iJkCTho3KnkqGARl8dWWhYp+BxPsv70N+fn3WC4cZ5oYyo4XQ62zl6SADGdnRvP5NmyVcuW+SnIjETGaRlVgrTFj8DasUeQVklaZpQOAU7JpTZal2SbyIwqQvbFafKsapH1RmIFn0cuCD3yaAYfPgRryNcuKkps4XJQdN6WJ0sXbcsk6+YR1ybnQnK+a/mmgpIDn8ZwFWxbKqtjbixbqfnoMQLhVxXs8Tl6m7y0pvXKttOXB9UyfObaP3z096D180+7/2J+/oPFn9VbaB/8YJDF6hvtXGxpUWZj/9lvys9rn/q4viMGpxSVpU2kwyTL0td/MqcTEJg2xj651AIDcgaqxpm9kM7x9UiGKK+HibxXnKuoMjcWIM0D255Uc71SS9kLjqODrfAEOcNvzt6E7MUpJXW5HWcySQIWIAncu/m1oRNEeEYCW/Dxb9Bx3MPIKlZf2ZGofyHYvNoZXS+nHyRdndeDLaGSQnZBldoS/RLap+53Ejkm+j5IbuT2nBVwzkJFa7xAcfn4zDq/9c+90wK1meyFHw2BWgG4ot2X1Nrx6gGZjMtf0sNKKLo4HPhJNkvvY1oolPVYfnXezMzmfuhb89cSReJXRAo4WFQW6+yg/tNwOAB191yW8/CsogcyAqtfEsZg8LIWPCtUOVsHGUbfkwoiN17Sxt1dDA547N1qO1XGtUGb0AE7iIyonvdovbWh98PsiNUa10zjTL7d27qXfQDtesm6BTbhypcBsn2X3rv+Fb3u4PUSgKOcF7n1mt7bdzkY4PUvyXH2X5Bh27ur60xGPcV10f8xOTi2ubaRgXefnQu/45hRYwmjkMPII5Zw/VMSOSUYnNmzU9BbkM4g+5mkmb5TkGSJ62ITZBNm4JS7YKXFD+6PrXkFAeMfErDeKzdJFgzNwQNoADo79wDVZIK+STJg1ekwTmHIjkrM7G3M2bsP43doXQ08pmdOwkLnyRPJbzBLR14xoCye077K5QrgZA/flAOnZuMBkkU/vNpuZrb6oqrIJMg4q/eodWmW3reJj4VEbv1zatGQYEUiFe+Lv4f/zqoVMbV710Own33fn9L1fu5f5edkBSdzL+NBWAdHdq19QUr2w9/17WZm1nhddott9gbIVlt3FPg42YrM2pGnFHzt3tN7DzejNFMkUpiZbd+VbXOygVn6PJz9vwcmI8kdi5/TcyT5K7+ebxRGbfWT2vMDlyCEHPcg/U8nJJaWPqt75d/BbkpCDsNecTIBK/oMImn7t75JExbymc34LE88zMxqG6oGHrwQ8WOwRR2oVNUvCItYXdXvu/8zAQJDu9QPG+aMXjOz3qnwPAbgD51UYZbei77T6oq5n6SkD33xwbpse+9MiCXYNeBv4viro3T0uv74f/nvfqBWKBS+xcx+zMxKZvb3syz7G8e9l63P3dj6MVM7x0xDyQ/eUqWCrR8yvzqHZXT2V4KxZguGBx2f60p1v19l7LVfB24CBnPg4lx+7vpqB3/uv8pf6/kn/6/8/BCLw7+PbDmOvVn9oqoSpJ1XYzty51UFItyMiZTJ94ZAc/0TagkxMGjXtci97cTAoDYJfASzEcxA3Hk9PIeeb1TG/PCnxersn0PwEUvP/R95Ln9t5VeFx6n2Pcq4MjNbfSNkcePPKtCtnRcmbOGXBTLuw/fl14vMl5phPc+qBbv2fDCkifF4r/ZeotsWnxPL4Aeg/ruBN0vbDY6rZBuAcgfU+fEW9+BTYr3tQKojaakOYPpDbDXSEXuga5a2edxZjTwpx8G2Pu/VzkMF6oPnwhpk8MUEqRPOzg8ybMlIJQu1DBmNwy0wjuNBaYSOE3KYe9dDVZsMal4PnajrFzJ4Y/uVB4Mk11FsbCA4YbuO++7bAnFp/y0lkHT2ZHHX/tP/Nj8/+B/+b2aWJnplsN3YdqpGpubD31QAMHgBMhrQlKNTGv+W0NqmICxbUJRBcLu6u7iRv9Y9qbXLdh7b1n6P6PjY7mOy4PeFEir8nQmrD06370qoIm98UW3iFuzZwbrWm0NDEqeOwKAMvc0SbNtenD9K2Zwq9nbfGa1Bl4VKWoO4r+tvqRI19QOCeKz9VoDyNLDXeNRgr13X0KEHb/8dDERcJoN7qol1TrgQ8Z4O1SFMh+u8Y1zP7jC2mrmHe+d4Pfq+/SOkhTyANrNk5Ff3xBDeEz670q112ftuJY0rv/UpfSDWo//u434z7VHXmWBXNl9R4tUBm8nfv/dQdt7hF4P/+d/9dztQKxQKJTO7amYfNbN7ZvYFM/vhLMteP+r9z1w4nX3mJ/66maXz5bLf+nh+7s6DC4Z98fqCHCp1WsY+GjLQBio/+w+UdfVBqfrwajCwLM0eAktGnZ8MbSNvlRIr0TUF9iJaSbu3gkPtuaSAo45KRBWUeZIiGhH3wKyzdkHOPEP7J9cao5oy2msE4TdjhaGC35y0KKGgTvZZPsUBavwPn/r2/Hz0138iPyfmxw+nOJu9rV1HQc6YjbOCRW2fRJE6AoYJQi4OAJcF1idbAd5WJNGB+jkU6fXfSkZRovTNAe74jL3PBqfacUIZWvNxZavVeW2L5Dr9GsfAoIT0Qf3O7Ufey6P+TSKbVH5drS2vShUnoKOG9ZPcCwgBH34pVJSZdVYvS15h4zehfeY4UQ6dxrNjG5TP1J1AzwdVlWjeVHJmT4tsVP+tXzUzs60f+k/y10Z+8yd17dSJipIC7XlgQ7F+krYbxTKjA6PoMm1JE4a/5pVRssZxFKeA/YRIrQ++ZwWdSWHte39IH/LpkOBUT+l6mg9VteB0jGRepLf2KbfDyQOUKIhkgvZdsIqRkJQh8UF/5E6QFeLiBKo5wPPlnwttMAY7te/8I/o+EBb2fjc46M45Xe8aKpVMbj3griPIJg6KjriC4NJbuwXstb2buvZEVNc7Pc+g8nxVjr8yjaAumewS9nTjliA0lTm0Ngmyj3a8yWownv/hVQgix73ps3/N0r1Wg2wHv8P9SoLRolYfp3U8FWwXZVooTt+BrgePwhFMV04loZ/099bRRq49eSU/b7wFdj9xy267OM0D1eIGKorEpfpRnkVFfkLnL1Vlj953+6fNzKzzO/7isYHa0QI1/8c73mNm17Msu2lmVigUftbMvtvMjgzUrH5oNh8WW2lfJd89bDDXU6HKfwUgQY5bqgyoJeaBRvFZVck6WsJ+rf+usEI9c8Ep0RGz3ZcMVQaGphoXBUdIHUKxmgao94MBN7X/otqoJRgPlp7r8/P6vrioapiBR5xXMnQ79umT8TYI8BKBv1ihaaG0ewBAfvcF4AnggEoOOsUmGfz5v5Wfl6Gj1lwOn0dHbcBoGSpNu5e1IbpfDVT6YrcMYzI2CWyu3ZdfideL+8Oh9jACVMbO3hUC+WZ0+mZpRXH/vr6vO14/hTJpJHaeEXh94KZo7u74i2AFFz8ngUw7o2tu7gRAMXWQyIxii44ilE68qJxQdaXyyvP5+SHW1crXB8c/+vu/kL9GoWVWRIwkk9HIuENFsQ4m48BHpTvkYN4yWu5bEMjs+4hEOg9f0r3yNnf9K7ID3IPZVb3e9WQIEjt//+fz1w6ozzamQKUVg72ETUqw8DGTIPLKKN5bwWiq9jVIarhNgKxDGxI7HKdDYVqvZnV/vaQTPCg2SyVQPGFNmOKoBnEMT2VAztqT2uLQEU7N0iDKNd4GP6bn2QFbk7SJ8d2HKyF5zdl9Zgnmp8z7Fkdg1fCMGBiUr+k5Z2BqehBQBC5p6F0gXd2WHfMpFtk3fnf+WuG3oc35dSLQ8DpbL4f1yMCp+6ISa9oV35uHr6rCx4CbVfQiWNjNe8E/cFwhx61xvTkJg5WqBFOJIKocMVj/3/buLsauqgzj+P/pdKadlrYDU7B8tohACAhIE0w1EgJqUEij2AtMNIGIqBGFK6M3giZeYLzQIGoIoBiUKBgNNlAkkSBoQAEHCoEKKEgLdfoxnXbodL76erH3mbWmzMyZaU97Pub5JZOeOWfvnjXr7LP2u9dea72D/0k9efmFVT7WME9XWAm+Ix/WkE0syNNCUc5ezy9u8nHh+fkzH68XY8XxMSENYNZbOr7cDinFWKXNARh6vmf88YKz0tjPPHPHeOaKKY7Xjmzh98p6iENZGw/p4qQ9W0nigh3p1v9gdidvKs3So7YOuCwiri1//zzwwYi4frLtV59xavz1tpsA2J8tIDph0G45lbj/hNSr9bc9548//igb0n7ZgPORclmG9uHsiplsiY8sjUzbYNGIRzZYtr87NRKd+1IvWiU5MMDupUWAt2QgG6OT/b/50hDDHcWBNDQ//Z3tY+nE1zmYjQnLEtZWune3nJB6AJ/emk7Ka+eldckGlxSNWZ4Qt3M4neyXbE23ZkYXF9vkSycMZ72aI1kC3ckSMw93pRPx5mXpy/re19KBPf5e2QDqPEHxhKn/WVLcwUXFl7RjOOtRG011tXFhCr7Pe6e40h7LEmr3Lk2f3bah9H7n7k2B+n27i+Dq092pK31e9tntXLYqvXeZuLt7WxpTOLYgfbb54Nyx9mzcUCVQy5IVtw1lx2O+bEnZUFaORUgTN4DxhNkwcXr9E8s+BcDi9lSG8/akYLByTAAc1fta+V7ZLLKsgc6TMQ92pno7qnJ8Z4FDW5Zy5uUV6cR+en+xGOZ/j063mU/uTyez+fuy2x/ZsVf5zufrGeXfn+1L08nzxDefnLAPwN5lqQdncV+6WKqYl83u3bUyjaXZNz+9R+dIdqJpK9qS7i0pcBjqSieU9QPpZH/50mKoQX4871mWTkpdb6VA7e2VqWdweX/RqzK0IMsUkCWJf2Nh6jk/bU8xbjefxLOgL/Wo7etObcIbi9JJ6ZTBopcn//6MZPW6qC8FODtWFG3sMdvTCTBPdj+etJyJn39lQku+LmBushyxI92px7ZtMNX7aD5xK/teVb5LbVOkOhroTsfHKxT1dtyCdHH/nl2ptys/Bsc60jG0r2x35o9mbWJHdivynXQhO7ioaCuP6ks9Sn3HpqBuWd/r44/3z3/3eL7K/gCLd2e9rAvT3z9atiV7O7LxoErnjyWjqR3YM7/4bHaPpiD9nLfSWm5vrcw6LEazC/lyaaHlr6S2MR9Mv/3k1GPY3Vu0f8om9uTHxGTnVJjYdlXsXJGO0aN3pN7u/mOKYL9re3YhlB0/O87ILuj3ps934Zbi8935vvT96upN57s9y9NFxK6Ool1d0Z9eX9D7eipcfvciuyDt2FoEc63Qo1aVpOuA68pfBzo/fs0mYDmwfeq9bBZcl7Pwhelfdl3WluuzdlyXteO6rJ25UJcrp3qhWQK1LUA26IGTyufGRcTtwO35c5KenipCtdlxXdaO67K2XJ+147qsHddl7cz1upxXfZOG8A/gdEmnSuoArgIeqHOZzMzMzA6rpuhRi4hRSdcDD1Msz3FXRLxYZTczMzOzptYUgRpARDwIPFh1w4lur76JzZDrsnZcl7Xl+qwd12XtuC5rZ07XZVPM+jQzMzObi5pljJqZmZnZnNOSgZqkyyRtkvSqpG/WuzzNQtJdknolvTDF6xdL6pfUU/58+0iXsZlJWijp75Kek/SipO9U38sqJLVJ+qek9ZO8drWkbdmxeW09ytisJHVJul/Sy5JekrSm+l4m6czsmOuRtFvSjQds43bzEEi6QdILZZt5Y73LUw9NM0Ztpsp0U7eRpZuS9MBU6aZsgl8APwZ+Oc02j0fEFUemOC1nCLgkIgYktQNPSHooIp6sd8GaxA3AS8DkK6DCb6ZaBNuq+hGwISLWlTPrF1XbwSAiNgHnw/i5Zwvw+0k2dbt5ECSdA3yRIjvRMLBB0vqIeHX6PVtLK/aojaebiohhoJJuyqqIiL8AO6tuaAclCpWltdvLHw8SnQFJJwGXA3fUuyytRtIy4CLgToCIGI6IXXUtVHO6FHgtIqZPmmuzcRbwVETsjYhR4DHgyjqX6YhrxUDtRCDP9bK5fM5qY0156+4hSWdX39xy5e27HqAXeCQinqpzkZrFD4FvAJNnKC98RtLz5S28k6fZziY6FdgG/Ly8tXyHpMXVdrJ3uQq4d4rX3G4enBeAj0jqlrQI+CQTF7+fE1oxULPD51lgZUScB9wK/KG+xWk+ETEWEedTZNe4sOzat2lIugLojYhnptnsj8CqiDgXeAS4+4gUrjXMBy4AfhoRHwDeATy2dxbK28Vrgfsmednt5kGKiJeAW4A/ARuAHmBsun1aUSsGalXTTdnBiYjdlVt35bp27ZKWV9nNJlHeWnoUuKzORWkGHwbWSnqdYijDJZLuyTeIiB0RUckQfgewGpupzcDmrHf3forAzWbuE8CzEfG/A19wu3loIuLOiFgdERcBfcC/6l2mI60VAzWnmzpMJK2QpPLxhRTHz476lqp5SDpWUlf5uJNiwsvLdS1UE4iIb0XESRGxiuL7/OeI+Fy+jaTjs1/XUkw6sBmIiK3Am5LOLJ+6FPDkq9n5LFPc9nS7eWgkHVf+ewrF+LRf17dER17Lzfp0uqmDJ+le4GJguaTNwE0UA96JiJ8B64CvSBoFBoGrwismz8bxwN3l7LB5wG8j4l1LTdjMSPou8HREPAB8XdJaYJRiQszV9SxbE/oa8Kvy4vbfwDV1Lk/TKMfzfQz4Uvbcl8HtZo38TlI3MAJ8dS5OdHFmAjMzM7MG1Yq3Ps3MzMxaggM1MzMzswblQM3MzMysQTlQMzMzM2tQDtTMzMzMGpQDNTObs8rUND3lz1ZJW8rHA5J+Uu/ymZl5eQ4zM0DSzcBARPyg3mUxM6twj5qZ2QEkXSxpffn4Zkl3S3pc0huSrpT0fUkbJW2Q1F5ut1rSY5KekfTwAdkSzMwOigM1M7PqTgMuoUhPdQ/waES8n2Kl+cvLYO1WYF1ErAbuAr5Xr8KaWetouRRSZmaHwUMRMSJpI0Vqug3l8xuBVcCZwDnAI2Vaxzbg7TqU08xajAM1M7PqhgAiYr+kkSxX436KdlTAixGxpl4FNLPW5FufZmaHbhNwrKQ1AJLaJZ1d5zKZWQtwoGZmdogiYhhYB9wi6TmgB/hQXQtlZi3By3OYmZmZNSj3qJmZmZk1KAdqZmZmZg3KgZqZmZlZg3KgZmZmZtagHKiZmZmZNSgHamZmZmYNyoGamZmZWYNyoGZmZmbWoP4PUgrV2PNZIL0AAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 720x216 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "for key in (data.keys()):\n",
    "    plot_spectrogram(data[key],key)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 89,
   "id": "e0fac8dd-75c8-44e6-9bbe-93c74a547ffd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 720x216 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 720x216 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 720x216 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "for key in (data.keys()):\n",
    "    plot_mel_spectrogram(data[key],key)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 90,
   "id": "630a2da1-2fcb-4b13-bf5e-31da45c424a7",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Mean signal_1\n",
      "4.109764e-06\n",
      "Mean signal_2\n",
      "-2.6115417e-06\n",
      "Mean signal_anomaly\n",
      "-1.8024444e-07\n"
     ]
    }
   ],
   "source": [
    "for key in (data.keys()):\n",
    "    print(f'Mean signal_{key}')\n",
    "    print(mean_signal(data[key]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 91,
   "id": "611707b5-bb62-4a0a-8bcd-d9d2235f8c15",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Std signal_1\n",
      "0.011508592\n",
      "Std signal_2\n",
      "0.011504672\n",
      "Std signal_anomaly\n",
      "0.0147968065\n"
     ]
    }
   ],
   "source": [
    "for key in (data.keys()):\n",
    "    print(f'Std signal_{key}')\n",
    "    print(std_signal(data[key]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 92,
   "id": "9abaa98e-181f-4d1f-a0b8-16c2a80e08a3",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Pic to pic signal_1\n",
      "0.165802\n",
      "Pic to pic signal_2\n",
      "0.16629028\n",
      "Pic to pic signal_anomaly\n",
      "0.14987183\n"
     ]
    }
   ],
   "source": [
    "for key in (data.keys()):\n",
    "    print(f'Pic to pic signal_{key}')\n",
    "    print(pic_2_pic_signal(data[key]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 93,
   "id": "a69edc1d-517e-470a-8e4c-d95f4e96dee1",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Kurtosis signal_1\n",
      "1.0053404678747357\n",
      "Kurtosis signal_2\n",
      "1.0111544856149033\n",
      "Kurtosis signal_anomaly\n",
      "0.4353564924844009\n"
     ]
    }
   ],
   "source": [
    "for key in (data.keys()):\n",
    "    print(f'Kurtosis signal_{key}')\n",
    "    print(kurtosis_signal(data[key]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 94,
   "id": "684b814a-b21b-4259-bdc7-e923ce4f30b0",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Asymetry signal_1\n",
      "0.005562194149457515\n",
      "Asymetry signal_2\n",
      "-0.028932449269212082\n",
      "Asymetry signal_anomaly\n",
      "-0.0505687041144749\n"
     ]
    }
   ],
   "source": [
    "for key in (data.keys()):\n",
    "    print(f'Asymetry signal_{key}')\n",
    "    print(asymetry_signal(data[key]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 95,
   "id": "43be4fb4-0eb6-4293-bd06-572b8c618b5f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 720x216 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 720x216 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 720x216 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "for key in (data.keys()):\n",
    "    plot_hist_signal(data[key],key)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "cad813b2-1ff1-487d-9c1e-191e216e4821",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "0860e57c-b61c-41e9-9170-97c5bc9fd319",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "96cd07cf-e727-4803-9553-1be1037197f3",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.9"
  },
  "vscode": {
   "interpreter": {
    "hash": "e0ee9bdae97a56b38cf0e66cc60e8c0f6c352709bdc9b14c0774fce275269592"
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
