{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Universidade Federal do Rio Grande do Sul (UFRGS)   \n",
    "Programa de Pós-Graduação em Engenharia Civil (PPGEC)   \n",
    "\n",
    "# PEC00025: Introduction to Vibration Theory\n",
    "\n",
    "\n",
    "### Class 04 - Free vibration in time domain\n",
    "\n",
    "[1.   Free vibration of undamped _sdof_ systems](#section_1)  \n",
    "[2.   Energy dissipation](#section_2)  \n",
    "[3.   Free vibration of damped _sdof_ systems](#section_3)  \n",
    "[4.   Damping ratio estimation](#section_4)  \n",
    "[5.   Assignment](#section_5)  \n",
    "\n",
    "---\n",
    "_Prof. Marcelo M. Rocha, Dr.techn._ [(ORCID)](https://orcid.org/0000-0001-5640-1020)  \n",
    "_Porto Alegre, RS, Brazil_ \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Importing Python modules required for this notebook\n",
    "# (this cell must be executed with \"shift+enter\" before any other Python cell)\n",
    "\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from   MRPy import MRPy\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 1. Free vibration of undamped _sdof_ systems <a name=\"section_1\"></a> \n",
    "\n",
    "The figure below shows an idealization of a single degree of freedom (sdof) mechanical system\n",
    "with its basic elements:\n",
    "\n",
    "1. The total system mass, $m$,\n",
    "2. A restitutive force element, ideally a linear spring with stiffness coefficient $k$,\n",
    "3. A dissipative force element, ideally a viscous damper with damping coefficient $c$,\n",
    "4. The applied external force, $F(t)$, and\n",
    "5. The system response, the displacement $u(t)$.\n",
    "\n",
    "<img src=\"images/singleDOF.png\" alt=\"SDOF system\" width=\"240px\"/>\n",
    "\n",
    "Although the idealization presented above may resemble some feasible device, the \n",
    "basic elements may also be seen as conceptual and represent a much broader concept. \n",
    "For instance, the restitutive force element could be the gravity acting upon a pendulum.\n",
    "Or the system response could also be a rotation angle instead of a displacement.\n",
    "\n",
    "The dissipative force will be introduced in the next section and are initially\n",
    "disregarded. If we also disregard the external force, $F(t) = 0$, any system response \n",
    "will be called _free vibration_ and that is our first case for analysis.\n",
    "\n",
    "By applying the equilibrium equation and accounting for the inertial force as stated\n",
    "by Newton's law gives:\n",
    "\n",
    "$$ m \\ddot{u} + k u = 0 $$\n",
    "\n",
    "Applying Laplace transform over this equation gives:\n",
    "\n",
    "$$ \\mathscr{L}\\left\\{ m \\ddot{u} + k u \\right\\} = \n",
    "    m \\left[ -s u(0) - \\dot{u}(0) + s^2 \\bar{u}(s) \\right] + k \\bar{u}(s) = 0 $$\n",
    "\n",
    "Recognizing that $u(0) = u_0$ is the system initial position and $\\dot{u}(0) = v_0$\n",
    "is the system initial velocity and solving for $\\bar{u}(s)$ gives:\n",
    "\n",
    "$$ \\bar{u}(s) =  \\left(\\frac{s}{s^2 + \\omega_{\\rm n}^2}\\right) u_0 + \n",
    "   \\left(\\frac{\\omega_{\\rm n}}{s^2 + \\omega_{\\rm n}^2}\\right) \\frac{v_0}{\\omega_{\\rm n}}$$\n",
    "\n",
    "where we have defined $\\omega_{\\rm n}^2 = k/m$.\n",
    "The inverse transform is promptly recognized from the sine and cosine transforms\n",
    "previously presented:\n",
    "\n",
    "$$ u(t) = u_0 \\cos \\omega_{\\rm n}t + \\frac{v_0}{\\omega_{\\rm n}} \\sin \\omega_{\\rm n}t $$\n",
    "\n",
    "It can be seen that the free vibration occurs at the _natural vibration frequency_ \n",
    "$\\omega_{\\rm n}$, and the movement amplitude depends on the initial displacement and \n",
    "initial velocity. \n",
    "\n",
    "Let us plot this function with some Python lines:\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 800x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fn = 1.0                 # natural vibration frequency (1 cycle per second = Hz)\n",
    "wn = 2*np.pi*fn          # conversion to rad/s\n",
    "u0 = 1.                  # initial displacement of 1 meter\n",
    "v0 = 5.                  # oscillation starts from rest (try changing this)\n",
    "\n",
    "Td = 8.                  # time series duration (s)\n",
    "fs = 32.                 # sampling rate (Hz), fs = 1/dt (dt is the time step)\n",
    "\n",
    "t  = np.linspace(0, Td, int(fs*Td))\n",
    "\n",
    "u  = u0*np.cos(wn*t) + (v0/wn)*np.sin(wn*t)\n",
    "\n",
    "plt.figure(1, figsize=(8, 4), clear=True)\n",
    "plt.plot(t, u)\n",
    "\n",
    "plt.xlim( 0, Td);  plt.xlabel('time (s)') \n",
    "plt.ylim(-2,  2);  plt.ylabel('u(t)') \n",
    "\n",
    "plt.grid(True) \n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This is surely not an interesting result. Try changing the values for $u_0$ and $v_0$ to\n",
    "see what happens. Indeed, the solution above can also be given in the form:\n",
    "\n",
    "$$ u(t) = u_{\\rm max} \\cos ( \\omega_{\\rm n}t - \\theta ) $$\n",
    "\n",
    "with:\n",
    "\n",
    "\\begin{align*}\n",
    " u_{\\rm max} &=  \\sqrt{u_0^2 + \\left(\\frac{v_0}{\\omega_{\\rm n}}\\right)^2} \\\\ \\\\\n",
    " \\theta      &=  \\arctan \\left(\\frac{v_0}{u_0 \\omega_{\\rm n}} \\right)\n",
    "\\end{align*}\n",
    "\n",
    "The most important observation so far is the natural vibration frequency, that holds a\n",
    "sort of universal law for mechanical vibrations:\n",
    "\n",
    "$$ \\omega_{\\rm n} = \\sqrt{\\frac{k}{m}} $$ \n",
    "\n",
    "Hence, the larger the system stiffness the higher the frequency, while the\n",
    "larger the system mass the lower the frequency, and vice-versa.\n",
    "This special frequency can be also obtained by energy conservation, \n",
    "if one recognizes that there are two kinds of energy present in the system:\n",
    "\n",
    "1. Potential elastic energy: $$V = k u^2(t)/2$$\n",
    "2. Kinectic energy: $$T = m \\dot{u}^2(t)/2$$\n",
    "\n",
    "Assuming that if the maximum displacement of the system is $u_{\\rm max}$, then the \n",
    "maximum velocity will be $\\omega_{\\rm n} u_{\\rm max}$. \n",
    "When the displacement attains its maximum the potential energy is maximum\n",
    "and the kinectic energy is minimun, and vice-versa. By energy conservation:\n",
    "\n",
    "$$ \\frac{k \\; u_{\\rm max}^2}{2} = \\frac{m \\; \\omega_{\\rm n}^2 \\; u_{\\rm max}^2}{2} $$\n",
    "\n",
    "what leads to the equation for $\\omega_{\\rm n}$.\n",
    "\n",
    "The natural frequency is also expressed in cycles per second, or _Hertz_, related to \n",
    "the frequency in radians per second with:\n",
    "\n",
    "$$ f_{\\rm n} =\\frac{\\omega_{\\rm n}}{2 \\pi} $$\n",
    "\n",
    "Alternatively, the _natural period of vibration_:\n",
    "\n",
    "$$ T_{\\rm n} = \\frac{1}{f_{\\rm n}} = \\frac{2 \\pi } {\\omega_{\\rm n}} $$\n",
    "\n",
    "can be used. These relations are illustrated in the figure below. <br>  <br>\n",
    "\n",
    "<img src=\"images/frequency_relations.jpg\" alt=\"Frequency relations\" width=\"640px\"/> <br>\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 2. Energy dissipation <a name=\"section_2\"></a> \n",
    "\n",
    "Besides the potential and kinectic energy, there is always some energy dissipation \n",
    "mechanism taking place during the system vibration (otherwise a perpetual motion \n",
    "would be possible). \n",
    "The most common causes for this dissipation are:\n",
    "\n",
    "1. Material internal hysteresis, <br>\n",
    "\n",
    "<img src=\"images/hysteresis.png\" alt=\"Hysteresis\" width=\"300px\"/> <br>\n",
    "\n",
    "2. Shear deformation of embedding fluid, <br>\n",
    "\n",
    "<img src=\"images/karman.jpg\" alt=\"Viscosity\" width=\"300px\"/> <br>\n",
    "\n",
    "3. Friction at supports or connections, <br>\n",
    "\n",
    "<img src=\"images/friction.png\" alt=\"Friction\" width=\"640px\"/>  <br>\n",
    "\n",
    "among others. \n",
    "\n",
    "Each one of these phenomena must be properly modelled to enter the\n",
    "equilibrium equation, but the most common approach is to use the\n",
    "so-called _newtonian_ or _viscous_ damping model for the\n",
    "dissipative force, $c \\dot{u}$, where $c$ is the viscous damping constant.\n",
    "The great advantage of this model is that the equilibrium equation preserves\n",
    "its linearity and solution easiness, but one must keep in mind that it is\n",
    "_only a model_ and the definition of constant $c$ may be quite challenging.\n",
    "\n",
    "Most commonly the damping constant is presented as a _ratio to critical \n",
    "damping_, $\\zeta$, defined as:\n",
    "\n",
    "$$ \\zeta = \\frac{c}{2 m \\omega_{\\rm n}} $$\n",
    "\n",
    "which is non-dimensional and for this reason more easily quantified.\n",
    "It can be shown that $\\zeta = 1$ is the smallest damping prenventing the \n",
    "system from having a single oscillation (one can have an idea of this \n",
    "condition by releasing a pendulum under water).\n",
    "\n",
    "The Chapter 9 of the Brazilian Code _NBR6123-Forças devidas o vento nas\n",
    "edificações_ brings a table (_Tabela 2_) of suggested values for $\\zeta$ \n",
    "according to the type of structural system undergoing wind induced vibration:\n",
    "\n",
    "|  Structure type                                           | $\\zeta$  | \n",
    "| :---                                                      |   :---:  | \n",
    "| Reinforced concrete buildings without stiffning walls     |   0.020  | \n",
    "| Reinforced concrete buildings with stiffning walls        |   0.015  | \n",
    "| Reinforced concrete towers and chimneys, tappered         |   0.015  | \n",
    "| Reinforced concrete towers and chimneys, constant section |   0.010  | \n",
    "| Moment resisting steel buildings with welded connections  |   0.010  | \n",
    "| Steel towers and chimneys, constant section               |   0.008  |\n",
    "| Timber structures                                         |   0.030  |\n",
    "\n",
    "It can be observed that for Civil Engineering the range of values are\n",
    "not too wide, and a typical value $\\zeta = 0.01 = 1\\%$ is usually assumed\n",
    "when no further information is available.\n",
    "\n",
    "In the next section it will be shown that despite of all uncertainty about\n",
    "energy dissipation, it is of utmost importance for the safety and good\n",
    "performance of mechanical systems.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 3. Free vibration of damped _sdof_ systems <a name=\"section_3\"></a> \n",
    "\n",
    "Assuming now the viscous model for energy dissipation gives the free vibration equilibrium:\n",
    "\n",
    "$$ m \\ddot{u} + c \\dot{u} + k u = 0$$\n",
    "\n",
    "Applying Laplace transform over this equation gives:\n",
    "\n",
    "$$ \\mathscr{L}\\left\\{ m \\ddot{u} + c \\dot{u} + k u \\right\\} = \n",
    "    m \\left[ -s u(0) - \\dot{u}(0) + s^2 \\bar{u}(s) \\right] + \n",
    "    c \\left[ -u(0) + s \\bar{u}(s) \\right] +\n",
    "    k \\bar{u}(s) = 0 $$\n",
    "\n",
    "Solving for $\\bar{u}(s)$ results in:\n",
    "\n",
    "$$ \\bar{u}(s) =  \n",
    "   \\left[\\frac{(s + \\eta)}{(s + \\eta)^2 + \\omega_{\\rm D}^2}\\right] u_0 + \n",
    "   \\left[\\frac{\\omega_{\\rm D}}{(s + \\eta)^2 + \\omega_{\\rm D}^2}\\right] \n",
    "   \\left(\\frac{v_0 + \\eta u_0}{\\omega_{\\rm D}} \\right) $$\n",
    "\n",
    "where we have additionally defined:\n",
    "\n",
    "\\begin{align*}\n",
    "\\omega_{\\rm D}^2 &= \\omega_{\\rm n}^2 - \\eta^2 = \\omega_{\\rm n}^2 \\left( 1 - \\zeta^2 \\right ) \\\\ \\\\\n",
    "\\eta &= \\frac{c}{2m} = \\zeta \\omega_{\\rm n}\n",
    "\\end{align*}\n",
    "\n",
    "The inverse transform can be obtained with the well known sine and cosine \n",
    "transforms and the translation theorem in frequency domain:\n",
    "\n",
    "$$ u(t) = e^{- \\zeta \\omega_{\\rm n} t}\n",
    "   \\left[ u_0 \\cos \\omega_{\\rm D}t + \\left( \\frac{v_0 + \\zeta \\omega_{\\rm n} u_0}\n",
    "   {\\omega_{\\rm D}} \\right) \\sin \\omega_{\\rm D}t  \\right] $$\n",
    "\n",
    "It can be seen that the free vibration now occurs at the _natural damped \n",
    "vibration frequency_ $\\omega_{\\rm D}$, and the movement amplitude depends on \n",
    "the initial displacement and initial velocity. \n",
    "\n",
    "Although the natural frequency has changed, by recalling that the damping \n",
    "ration $\\zeta$ usually is in the order of 1% implies, for instance, that:\n",
    "\n",
    "$$ \\omega_{\\rm D} = \\omega_{\\rm n} \\sqrt{1 - 0.01^2} \n",
    "                    \\approx 0.99995 \\omega_{\\rm n} \\approx \\omega_{\\rm n}$$\n",
    "\n",
    "what means that, beyond the whole uncertainty about the actual damping, \n",
    "for usual damping values the natural frequency change may be disregarded.\n",
    "\n",
    "Let us take a look at the free vibration damped response\n",
    "using the same time discretization from the previous example.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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AWq6GPXGVmJZxO/z9YfFiJU3DeDZ582Y4d06ZZda7cAEefhh+/bV6+yiEEEIIYQUkYK5CdrY2dG/kA8D2U1fM3JtrNm+Gf/+Fvn0NbRs2KFt2G5evA9ixQ3YfFEIIIcR/ngTMVaxTAyV3efvpFDP35BonJ6Xms5dRTnXLlkqFjQkTDG06Hdx9tzJTvXevabsQQgghxH+IBMxVrEtDbwCOnEsnM89Cq1W0bAkffggTJxraLl9W6j+7ukKrVob2d9+Fpk3hu++qv59CCCGEEGYgAXMVC/Rwop63C1od7D5TzXnMFeHrCwcPQlISODgY2rdsgePHlWobepmZ8MADMGcOaKtwcaMQQgghhBlIwFwNOuvTMiwlj7ksjEvVAfzyCyxdqlTl0NuxAxYsUGapbYxeUmvXwr59UFhYPX0VQgghhKgCEjBXg84NlLSMHaetMGC+nre3ktscHGxoq19fKVf3+OOmxz79NLRrB6tXG9qyspQZaSGEEEIIKyEBczXQL/w7eTGby1n5Zu5NFQgLg7feMt2au6BAaa9dG7p2NbQvWAC1a5P90GNsSlKxu7rL7QkhhBBClJEEzNXA08WBpgG1gBoyy3w7HBzg77/hyhUlaL4mac8h0Gr5MS6fpfG2jP1hH+Nmb6OgbpCy0Up6uvn6LIQQQghRAtkau5p0aejFsaRMdp5OYWjrOubuTvUxymmOvZjF0KC7cZnYBZWtDQ3cdCTm2pC2cx8O589RmJ2NXa1ahnO/+gpiYpQFhe3bm6HzQgghhBAyw1xt2tdT0jL2J6SZuSfmkZmn4fGf95NbUETDlo34a/pQnm1exJrnuuLXtR3Dxn7M6wOfIz3PaIHgr78qQfOJE4a2Cxfgvfdg06Zqfw5CCCGE+G+SGeZq0jrIA4BTl7PJytPg5mhv3g5VI51Oxwu/HeLMlRwC3R35akwEtdTKe7W6tZ2YOa4DgzM0/Holh7QlR5g1tg0qlQpeeEFZNNi9u+Fi27bBtGnQtq3phip//w0+PhARYbrttxBCCCFEBckMczXxcVNTt7YTOh0cPpdh7u5Uq/XHL7H22EUcbG2YNTYSL1fTgNZVbccXoyOwt1XxT3Qyv+87p3xj+HCYORNCQw0H+/nBqFEwaJChTaeDRx+FTp1g/35D+4ULEB0NRUVV9tyEEEIIUfNJwFyN9LPMUYn/nbQMnU7HN5tOAfBg11BaXRuD67Wo684LfcIB+Hx9LJqim2yA0qMHLFoEb75paMvNVWacAwKgdWtD+48/QvPmplt+A5w7J1t8CyGEEOK2ScBcjSKClWoRB8+mm7cj1WhvfBoHEtNxsLPh4S71Sj12QudQvF0dOJ9+lVVHkm7/Ji4usGKFMqPs7Gxoz8lRvmccRGdmQlCQUk86K8vQnpUluxQKIYQQokQSMFcjwwxzOrr/yAznrGuzy/dE1sW3lmOpxzra2zKhcygAszefqfgYvf02ZGTAU08Z2mJjwd5eCaTd3Aztzz0H7u7w/feGNq1WdikUQgghhATM1alZYC3sbVWk5BRwLu2qubtT5Y4nZbIx5jI2KnisW/3bOmdsxxCcHWw5npTJlthKqFltawtOTobHkZGQnX1jlY3oaKXdx8fQdviwElT362d67H/kzY4QQgghFBIwVyNHe9viDUwO/AfymOdtjwNgQIsAQr1dbuscD2cH7muvbLs9e9PpqumYg4Oynbex7dvhyBHo1cvQFhUFeXnKroXGevdWqnHs3GlokyBaCCGEqLEkYK5m+rSMmp7HnF9YxOqjyQA80DGkTOc+3LUetjYqdp5J4czl7Kro3o3s7JQFgsYbp4wfr2yc8umnhjatFnbvhoMHTVM6fv8dAgPh+edNryt50UIIIYTVk4C5mv1XFv5tOXmFrLxC/Gs50i7Us0znBno40a2RNwDLD12oiu7dHhsbCAszXTSoUimpGsuWQXi4of3QIUhKUtI6jNWvD23aQFycoU2CaCGEEMKqSMBczfQzzNHnM8kvrLn1gVccVgLdAS0CsLFRlfn8Ia0CAVh+8IJlLZBUqaBePRg6VFk8qPfKK7Bjh7J4UO/iRUhIUGajfX0N7e+/D3Xrwscfm177as3PaxdCCCGskQTM1SzEyxkPZ3sKirScTK6mdINqlqcpYt2xiwAMahVQrmv0aeaP2s6GM1dyiL6QWZndqxqursrGKc2bG9p8fODUKVi1SqnKoXf4MJw/b7qhSmamco2GDU0D55QUyM+v+v4LIYQQ4qZqVMD83nvv0a5dO9zc3PD19eXuu+8mJiam1HM2bdqESqW64evEiRNV0keVSlW88C/6Qs3c8W/jiUvkFBRRx8OJiJtsVHIrrmo77mrqB8BfB89XYu+qkY0NNGhwY5WNOXOULb5Hjza0HT+upGpcvWpa1ePFF5Vg+8sv0Wp1nLmcw/HLheQcPiol74QQQohqUqMC5s2bNzNx4kR27drF2rVrKSwspE+fPuTk5Nzy3JiYGJKSkoq/GjVqVGX9bBaoD5itYOa0HP6+lo4xqGUAKlXZ0zH0hurTMg5doEhrQWkZFVWrFnTpAiFGiyE7dFBSOFauND02Ph6Kivj1XCER/1tL3y+2s2X7BTzatiHTrw5nU3MNx+7Zo6R/SGqHEEIIUanszN2ByvTPP/+YPJ43bx6+vr7s37+f7t27l3qur68vHh4eVdg7g2aB7kDNnGG+WlDEhhOXABh8LeAtrx7hPtRytONiZj574lLp1MCrMrpouXx9TXOdgfQV//DSl/+y9VIBuVc1qO1sqJ+XQo69I8ddfHnk8638+lhHmtdxh8mTlfJ4CxfCffcpFzh/XgnCW7aEjh3N8KSEEEII61ejAubrZWQoAamn562rNERERJCXl0fTpk157bXX6GVcj/c6+fn55BvllWZmKjPFGo0GjUZzy3uF+SrbNx9PyiQvvwDbciyKs1TbYy+Tp9ES4O5ImI/TTcdD317aeNkAfZr68ceB86w6coG2wbVuemxNdCkrnwd+2MuZdFtc3dyYPaI5neq5s3F9ATtfiWHu6qNkpRXywNzd/PJwOxrXro3Ky4vCBg3g2riqtmzB7vHH0XboQNHWrcXXtvn0U1Cp0I4cqSxArMFu57UmbiTjVnYyZuUj41Z2MmblU5HxUuksqgRB5dHpdAwdOpS0tDS2GgUK14uJiWHLli1ERkaSn5/Pzz//zOzZs9m0adNNZ6WnT5/OjBkzbmhfuHAhzs7Ot+ybVgdT99ii0aqY1roQP6dbnmI1/oy3YXOSDZ18tYxuUPHyaUdSVXwfY4uXWsfrEUVUIMPDquh0MOeEDcfSbfBw0PF44yICr9v7Ja8Qvj5mS2KOilr2Op5vUYSn+trJ1wbKJyqKBn//TWZICMfGjy8+t++DD+KYlsbmDz8kPSwMAO/Dh6m3ejWXW7Ykvn//6nqqQgghRLXIzc1lzJgxZGRkUKtW2SbhamzAPHHiRFauXMm2bduoW8YZtMGDB6NSqVi+fHmJ3y9phjkoKIikpCS8vG4vbeCeb3dz6FwGn45sweCW5askYYn6fbGd05dz+GJUS/o397/pcRqNhrVr19K7d2/sjcuzXScnv5B2721EU6Tjn2e70MDn9nYMtHZLoy4w9c+j2Nuq+OupTjTydQVuHLe03ALGzt3HyUvZ9Ajz5ruxEbfOG9dqsfnf/1DFxFA0e3bxZi02H36I7Wuvob3vPop+/LH4cLuICHSOjhT9/LNSxQMgI0MJzKspjakibve1JkzJuJWdjFn5yLiVnYxZ+aSkpBAQEFCugLlGpmQ888wzLF++nC1btpQ5WAbo2LEjCxYsuOn31Wo1arX6hnZ7e/vbfuE2r+POoXMZxFzMYXgNebFfSL/K6cs52KigR7j/bY3FrcbMw96ejvW92Bp7ha2nUmkc6FGJPbZMFzPzeHuVUqXl+d5hNK1T+4Zj9OPm627PN2Mj6f/5FjafvMKGkyn0a34bb8Defhu4btXvoEHg4oJNWBg2+n+T3FyIjkYF2Pj6GmpPz58PU6bAww/D998brvH33xAUBM2amdaptgBl+fkUBjJuZSdjVj4ybmUnY1Y2FRmrGlUlQ6fT8fTTT/Pnn3+yYcMG6tWrV67rREVFERBQtbO+hoV/NadSxrbYKwC0CvLA3bnyfoB7hSsL4fSLCWu66cujycwrpGVddx7rVv+Wxzf0deWJHg0AmPH3MbLzy1lurlUrmDQJBgwwtKnVcPQo/PUXGH96kpSk/DfQaGFnXp6yoUtEBKSlGdpXr4YZM5RSekIIIYQVqlEB88SJE1mwYAELFy7Ezc2N5ORkkpOTuWpUZuuVV15h3LhxxY9nzpzJsmXLiI2NJTo6mldeeYUlS5bw9NNPV2lfDaXlMixrJ7sK2Bx7GYBujXwq9bp3NFYC5r3xqWTm1ewFDieSM1l9NBmVCj4Y0RI729v7EZ3YqyHBns4kZeTx+bqTldchW1tltnjIENP2Tz5RNlt5/nlDW1qaUh6vfn1l0xa9v/+G6dOVwFkvP1/ZcnzYMGUWWy8zEwoKKq//QgghRCWoUQHzrFmzyMjIoGfPngQEBBR/LV68uPiYpKQkEhMTix8XFBTw4osv0rJlS7p168a2bdtYuXIlw4cPr9K+hvu7YWujIi1XQ1JGXpXeqzoUaXVsP6XMMHdv5F2p1w71dqG+twuFWh3br81i11TfbDwNKFuKNwm4/fwqR3tbZgxtBsCPOxO4lFUNryk3N6htlC4SEAA7d8Lp05iszuzRQ0nd6NrV0JaQAIcOwdq1phu1TJumPH7/fUObRgO//abUma4hby6FEEJYlxqVw3w7M7Xz5883eTx16lSmTp1aRT26OUd7Wxr6uBJzMYvoC5kEelh3qYwj5zNIz9XgprajdTl39ytNr8a+nNkWx4YTl+jfouYskjQWfyWHFdc2fXmqZ4Myn98zzIc2wR4cSEznh23xvNy/cWV3sXxGjVK+jAUGKluGp6WZBtdnzyo7HnobvemKj1fOd3aGbKPt5GfNgiNHlB0T9RVt9L8D/ivlVIQQQlSLGjXDbG2M0zKs3bZr6RidG3rddhpBWejTMjadvFxjUliu9+2W02h10CvcpzjHvSxUKhVP9VSqWCzYlUDGVQtOX3F1hf79YcwY0/Zly5T86JEjDW15edC5s5LuYRwIr1ypBM0xMYa2U6eUwDoysrgpJ7+QwqOniPt7PdpUo9xqIYQQ4jZJwGxG+o/cY5KzzNyTitsTrwQinepXzW58bUNro7az4XJWPqcuZd/6BCtzMTOPP/afA5R85PK6o7Ev4X5uZOcXsmBXQmV1r/qoVODvD+5GbxhatFB2MNywwfTYhx+G114z3cEwIQHy8tBdvco/R5O54+NNtH57Ax7zFhM2oj8fPPI/3lt9nHNpuXDuHDz2mJKPbayoqOqenxBCCKskAbMZhfu7AdYfMBdpdRxIUALmdvVuvatieajtbGkXqlxbnytdk/y+7yyaIh1tQ2rTNrT8Y2hjo+KJnkpljXnb48jT1ODgb9gw+N//lIBar0cPLkZF8/q903hiwX7OXMkBINPZjQvuvhx18OLbzWcY8PlWDq3bBd99B3Pnml536FAlJWTJEkPblSvKluO7dlXDExNCCGFpJGA2o8bXAub4lByrDmyOJ2WSnV+Im9qOxv5Vt31154bK7PX20ylVdg9z0Gp1/LZPmV2+r31wha83uGUgdWs7cSW7gOUHL1T4etbk0tUi7l17kQV5tXGwteHpXg3ZN60XNv97lloXEnjgtYdoVdedzLxCJu9MZf+EZ9A9/LDpRRITISVFSRvRO3gQ7r8fHnrI9NgXXlDSR3bvNrRdvQrnz0NhOcv7CSGEsDgSMJuRj5ua2s72aHUQe9F60wz2xKUC0CakNrY2VbfYqksDZSHYrjMpFGlrTh7znvhUElNzcVXb0b/FzXdHvF12tjbc3yEEgF/3Jt7i6JojLaeAsXN3k5CSS7CnM/9M6saLfcNxd1JqgqvtbenXPIDfnujEqLZBnK5dhxF+ffmp0wjTC23erFTw6NzZ0ObgoFT7ME7/AFizBv74A9LTDW3bt0PdutCmjemxX38N77wDsbGGNq1WKn8IIYQVkIDZjFQqVXFaxolk693AZG+8EjC3r6J0DL3mddxxc7QjK6+Qo+etf6Gk3m/7zgIwuFUAzg6VU7jmnsi62NmoiEpMt+rX1u3SFGl56Me9nLyYjV8tNb880oH6Pq4lHqu2s+X9ES14oXcYAG+tOGaa5lO7NrRsqZTN0+veHTZtgh9+ML3YBx/A558rx+tduaLUr75+86Nvv1VyruPiDG3r1oGLCwwcaHrsn38qpfQuXrzNERBCCFGVJGA2M30Kg7XmMet0uuKAuV0Fcm9vh62Nio719WkZNSOPOStPw6ojyq55I9sGVdp1fdzU9G7qB8CiPWcr7bqW6uuNp4hKTMfdyZ4FD3cgyNO51ONVKhVP39GQYRF1KNLqmLjwAAkpOWW/8YAB8OyzpsHx6NHKxiy//2567P33w4MPQqNGhrYLF5QUjuvTN958Uymld+iQoW3zZiUwf/JJ02M3blSCeeNZbiGEEJVKAmYzK174d9E6A+b4lFyuZBfgYGtDy7plL4VWVl0aKAHzzhqSx7zicBJ5Gi0NfV2JqOT61aOv5UP/eeCcVefI30r0hQy+2nAKgLeGNqORn9stzlCoVCreG96CVkEepOdqeG7RwcpL9bG1hVrX5fO/9JIyQ12vnqFt9GilFN6XX5oe26mTstFLaKih7cwZpe608Qw1wDPPQK9esH+/oW3LFuUaL75oeuzOnbB3r2k9ayGEELckAbOZGVIyrDNg3nstf7lVkDuO9rZVfr/ODZU85r3xqeQXWn8QuPTAeQBGRtZFVcmbbXRr6E0dDycy8wqLZ7FrmoJCLS/+fphCrY5+zfwZ0iqwTOc72tsy6/42uKrtOHg2nV92V3MpPkdHaNAAwsJM2+fMga1bTdv794d//1XSOow1bAjh4cpmMHqnTysVPaKjTY995BFo3950keK2bXDXXSbXLdLqyN2yHdWxU6RfSq3gkxRCCOtXo3b6s0Zh12bDLmflk5pTgKeLg5l7VDZ7qikdQ6+Rrys+bmouZ+VzICGdTg2qpu5zdbiUmcfeBGX8BpUx0LsdNjYqRrUL4tO1J/lt31mGt6lb6fcwtx+2x3E8KZPazvb87+7m5XrTEejhxNR+4bzxVzQf/hND76Z+BLhb4M6b/v7K1/WWLbuxrXdvJQ/a/bpPferUgaws0+D65ElYvx6dvT2Hzqbzy64EVhxO4u9vHmVI6jnuO1xAdudu9Ar3YUJBPJ7vzoAuXeCjjwzXWL9eqaHdpg14eFTGsxVCCIsiM8xm5qq2I8hT+eNsjYuz9lVzwKxSGfKYd8dZd1rGv9HJ6HTQOsiDOlW0NfrwNnUA2B2XSlLG1Sq5h7lk5Gr4ZqOSijFtQBN83NTlvtbYDiG0CfYgO7+Q15dF3/oES1e3rlKn+o47TNvXrFHK5jVpYmjr1Yus737g08Z9ufvr7fy+/xxXNUVcdPMk2c2Lyy4eHDmfwRcbTvHZnH9h5050R68bo6efhjvvVMrv6a1dC82b35hzvXSpkt99+XKlPmUhhKhKEjBbgHA/61z4l5ZTQHxKLgBtgmtX2307XKvGoS9nZ61WHUkGYEAllJK7mbq1nWkXWhudDv4+VLNqMs/ecprMvELC/FwrPHtuY6PiveEtsbNRse74xRq5Oc7N7NLV4s6LQXypboSDrQ3DI+rwxxOdaHV8D7t/nstPHz7AR/e0pFWQB+vqtuTxYdN4I7w/Kdn5houEhytBuPHix8REJSUk8brShi+/DPfeC8eOGdr++kuZDR8+3PTYL75QSvEZ523n5irVQzQWvPW7EKLGkYDZAjS20h3/Dp1LB6CetwvuzvbVdl99wHwgMY2CQm213bcyXcnOL54h79884BZHV8zQ1sos87KomhMwX8zMY952JYia0rdxpdT/Dvd3Y2xHpX71+6tPoK1Btb5vZk10Mvd/v5tLWfk08HHh72e68umo1rQN9URtp/x58HFTM7JtEEuf7MzT43uxo2V3fnasz8jZO5UtxkFJCzl2TAmc9QYNUsrmvf666U07dlQWNBqnhVy5ApmZUFBgeuzXXyu51WeNKr2sXaukpnTvbnrslCkwYYKyMFLv8mVlS/Xjx8s1PkIIoScBswVoHGCdC/8On1NqIVdHdQxjDX1d8XRxIE+j5cj59Gq9d2X5NzoZrU4Zu1uVQKuogS0CsLNRcSwpk1grrcZyvS/Wx5Kn0RIZUpu7mvhW2nWfvqMhLg62HDmfwaqjNXOhpN72U1d4emEURVodA1sGsPzprsWLkEtiY6Pi/g4hLJvYhToeTpy5ksOIWTs4ffkmFTf8/JQ0jes3e/nxR2VBo3F5vdGjISYGZs40PVa/u6JxtZDMTCVf2tvb9Ni//lKubVxeb9s2pQ/X7+Y4cKAyI75li6Ht1CmYMQN++cX02PPnlcC7yPoXGQshyk8CZgugn2E+eTHLqma1Dl+bYW5Z16Na76tSqWh/LWd6t5WmZay+lo5R1bPLALVdHOgR5gPAXzVgq+yLmXnFm71M7RteqdVFvF3VPNq9PgAf/xuDpsg6P8G4lajENB79aR8FRVr6NfPn81GtcVHf3hrwBj6uLHmyM2F+rlzMzOeh+XtJzSm49YmlcXFRKoI0bGja/sYbMHcuBBttGf/AA0o6xqJFpse++Sa8/75pIG5vD02b3njd2Fg4cUIJvPWOHIHp05VZbWMjRoCvL6xcaWjbv18JxJ9/vrhJU6Tl3KJl2K3fwaG9J0hMyUWn0yk1tq+fORdCWB0JmC1AqJcLDnY25BYUcS7NOhZm6XQ6Dp5VZphbB1XvDDMYdhW0xjzm9NwCdp5R0jGqMn/Z2NAIJS3jr0PnlT/iVmze9ng0RTrahtSmQ/3Kr5LySLf6eLk4EJ+Sy+/7zlX69c0tNaeAJxccILegiG6NvPn8vtbY2ZbtT4G/uyO/PtqRIE8nElJyeeynfdVb69vWVgmyjd1/v1Lr2riSyKBBSh71Tz+ZHrtsmbLZi/EOjUFB8PjjMGSI6bH6XOnaRus0EhNhwwZ0e/bw18HzPPrTPiLeWkvGS68x8MsPmfXp73T/aCPt313PzDfnglqN7vqt0l97De67z7TE3+XL8OuvymY01/fByn9uhbB2EjBbADtbGxpe28bXWiplJGXkcSU7H1sbFU0Dqj9g7lBfCZj3xadRaGWzgJtPXqZIqyPcz40QL5dbn1AJ7mrii7ODLWdTr3LwbHq13LMqZOcXFtdKfuzaTHBlc1XbMbGXMiP5zaZTNWqWWafT8eLvh0jOzKO+twuzxkaititf/XQvVzU/jG+Hm6Md+xLSmPbnEet5M9a0KfToYVp2r21bmD1bWZRobP9+JWDt3Lm4SRcZyaH3vuKNxoN4btFB1h67SHZ+IScDG3IguBmqwEDsbVVczsrn+HFl0WNMuoYdxotJ165VZsmNtz8/ehTGjIGJE037MGgQqNWms+qnTsHIkTB1qumx69crVUgSjGqKFxYqqSqSViJEuUnAbCGsbeGfPh0jzM8NJ4eq37Dkeo39a+HmaEd2fiHHk6xjzPQ2xyjltHo29qm2ezo72HFnE2WrbGvexGTRnkSy8gqp7+3CXdeeT1W4r30w3q4OnEu7yvIakMaiN3dbHBtOXMLBzoavxigbtlREIz83Zt0fia2Nij+jzvPH/po3Iw+AnZ0yq42ynf3T264wND2Un31a4u5kz7N3NuLvp7sydPtSzn7xDrM+eZgj0/vy2+Od8L1/JG0nL2bswJcY8/1u3vjrKLkFhUpg/tlnprPczs7Kro3t25vePz1dCdqdjdY7nD0Lf/wBK1aYHvvhh0oVks2bDW1Hjigz5MapLQDTpimpJatWGdpSUuCDD5RUGGOJiUqQLrtEiv8oCZgtRPGOf1ayKOvQtQV/rap5wZ+erY2quPazNdVj1mp1bD55LWAOq7zFardjYAslX3rVkWTrmQk0oinSMm97PKCkTdhUQmWMm3FysOXhrsoM9jebTlnV2oKbOXkxiw/+OQHA64Oa0jSw1i3OuD1dG3nz/F1K3vCby6M5c7NFgDXAieRMhny1nZWHk7CzUfF0r4ZsmdqLyb3DaFHX3eQ16WhvS/t6nvxvRGtWTx9KvztbAfDTzgQGfrGNU13ugkmTTBc0duigVPWYP9/0xuvXKwHynXca2ho2hK++UqqDGGvZUpk9DwoytGVd+7ty/XbtBw4o97tiNPN99qwSzF9f3WTKFCU/fN48Q1tCgrLVe6dOpsf+8IMyS75hg6EtN1eZIb8+wM/IgPR0VDL7LSycBMwWItxKZ5hbBXmYrQ/68nLWtPDv6IUMUnIKcFXb0Ta0+mpXA/QM98HFwZbz6daZlrEm+iLn06/i7epQvCFLVRrbMZhajnacvpzDP9HJVX6/qqTV6njlzyNoinTc1cSXsR2Cb31SGTzZsyGd6nuRW1DEs4uiasS29dfbn5DGyNk7ibuSQ6C7I7890YkX+4bj7nTrkpo+bmrevrsFPz/cngB3R+Ku5DD8mx3sOnObb/ZdXZXNaIzztoOClKD0wQdNj/3oIyU/u1cvQ1v37pCXBzt3mh77xhuwcCF062Zoc3NTyvONGGF6rJ2d0g/joDs9HeLjlS9ja9bAN98oKSZ6Fy8qOdujRpGWU8DC3YlM+f0Q/wx4AHtfX+I+X0q7dzcy6MutvDFvK+kNG6Np3xG0RilRS5YoKSjr1hnaiorg77+VvG/joDsnR5kN19aclCphXhIwW4jG/sovobgrORb/x0ar1XH4rHlKyhnTL/zbG59qNTOAm66lY3Rp6IV9GRdaVZSjvW1xWsbKw9aXlrFor5ILOqpdEI72VZ8G5OZoz4Qu9QD4asMpq5yV1/t1byL7E9JwcbDlraHl20K8NLY2Kj4b1ZrazvYcPZ/J1xtOVer1zW33mRTGzd1NVl4h7UM9WfFst3Jt1tStkQ8rn+1Gm2APMvMKeWDublYcrqaUH7X6xm3LO3dWgth69QxtDRoos8hffml67C+/KDPV48cb2ho2hB07lNQQY/feqwTjHToY2mxsyOzcjej6LWn/7jqmLT2i7CqZrkwSZdg5kX5Vw9HzmWzYE4vH6RgKow7y4I/72HLysvLzt2aN8oZgxw7DdTMzlYWad9xhujBy+nQl+H/pJUObRqOUE4yMNMy6g7II9IknlNxvY/PmKYswrxotxr98Wamykmo9EzWickjAbCH8aqlxd7KnSKvj1CXL/kgzLiWHrPxC1HY2hPndvG5rVWtexx1nB1vSczWcvGQdM/ObYi4B0DO8etMx9AYUp2UkWVUAeDY1l62xysfGo9pW7uxoaR7sHIqzgy3HkjLZZqW7/13KzOP91Uoqxgt9wgmsom3Y/d0deWdYCwC+2XSaYxesYwHzrexPSGP8vD3kFBTRpaEX8x9qh6eLQ7mv5+niwMJHOzKwRQCaIh3PLTpolW9gAWXGu1Mn6NLFtH34cKWm9bWA+dSlbB7bfJmW3V5i4MDX0BTpaBZYi2fvaIjTol84duoCgRP6sPLpTswe24Z7B0Ty2tOf8eTdL7Mx5jLjftjDqG93EduqE7zwgskCTAoLlZzvli2VWXC93FxDH43bTpxQUlEcjP4Nd+6Eb781nYEvKlJqgI8Zo8xW6337rVIC0TgQB6hTR/k6Z5TH/+efSjD/xRemx777Lrz9tmkqzJkzSi3xqCjTY8+ehaQk5XkKs6rYig9RaVQqFeH+buyJSyUmOYtmgeabub0VfTpGs8Ba1T5Lasze1obIkNpsjb3CnrjU4ll6S5WeW1CcCtEzvPoW/BnTp2VcyMgj6mx6tW5pXhG/X6u73LWhN8FeVbvRi7HaLg7c2zaI+TvimbPlDN0ameffrSLeW32CrLxCWtZ1Z3zn0Cq914AWAfRv7s/qo8lM+eMQyyZ2MevviIqKu5LDIz/uJU+jpXuYD3MeiKyUTzcc7W358r4InB1s+X3/OZ5dFIWtDfSrhrrs1alIq+P7rWf4ZM1JCoq02KhgZGQQD3YNNfl9rdFoiD1qT5ifG83qeirjMLgVpy9nE7ozgYV7EtkTn0pvfBjdaRyvdGlC8V9IHx/T0nx6X36pzEYbf5ri7Kykq+TkmAbMffoogbXxJjsajVKdJDfXNOi2sVFmro1TU7RauHDtkwLj68bEKOkiPtf93njvPSVd5L77DBvwrFwJzz6rVD757TfDse3bQ3IyBXv3ccAzlL1xqXgu/4PBP3yIQ4MIhid64mBnSx0PJx7/4S188rNw+vxT3CKuLSY9eFDJHW/cWEm10Vu1Snlu3bsrdcZBySdPSFCqx4SEmI6FnZ3pWP4HWe9vshrIWiplHLqWjmHO/GU9a9rAZEvsFbQ6CPdzI8C9amb5bsU4LWOVlcxqFWl1/HatHvKodkG3OLryPdy1HrY2KrbGXuHo+Yxqv39FHDybztKo8wC8fXfzStlC/FZmDG2Gu5M90RcymbPlTJXfr6qk5hTw4Lw9pOVqaFHHndlj21RqKpCNjYr3R7RkeEQdirQ6nvk1ih2nrfNTjJIkZVzlvu928d7qExQUaekV7sOa57vzwT0tb3tyo4GPK9OHNGPzlJ7c11752V+09yy9P93MlmuLp2/KxkYJkJ2Mftfa2ysLIgcMMA3+7rxTSSHp08fQ5uioBLvr15teY9o0JQ3kk08MbSqVMnO9fz94ehraBw6E776DceNM+/boo8qXcW1vHx9lRt5oe/nCIi35WtCqVAz94QCj5+zik7UnOX7iHLWy0+FqPkfOZ7I/IY3lhy5Qe/c2fLeu5/4vNjJi1g5+3hlP7r4operJr7+a9uGFF5Tg/NgxQ9uGDdCqlTKrbqxzZ2U8jaupbNum9HXkSNNjX31VSckxfhMTH6/UHb9+U6CNG5U0mMREQ1tuLhw6pFRkMZafb/Z65OWaYY6JieHXX39l69atxMfHk5ubi4+PDxEREfTt25cRI0agVqsru681XnGlDEsPmPUL/qp5h7+S6POYd59JRafTVXpuZmUypGOYd5ZyYMsAlh+6wKojSUwb0KRKq01Uhi0nL5OcmYeHsz19mlVdKbmbCfJ0ZmALZcy+23qGz0dHVHsfykOn0/H2CuWP4fA2daptR05fN0feHNyUyb8d4ov1sQxuGVitnwpUBk2RlicW7Cc+JZe6tZ2YO6Etzg6V/4GsrY2Kj0a2Ir9Qy8ojSTz+837+fLIzjcyY6lYZohLTeOzn/VzOysfFwZY3BzdjZNu65f79HODuxHvDWzIsoi4vLznMmSs5jJ+3h4k9GzLprkZl3nin0qlUJoFusZYtTcsG6n366Y1to0crX0CepojFe88ye/Npkh78vjhI9HZV06mBF8GdH2LNQ8OIS4xjTv8ICnUqzqbmsq5oGsmJySTU8iMjIY39CWn8dSmTZwfcT+MebTFJBGzXTgnSvYw2f7KxUba0v37b+fx85b/GcV16Opw8aVrLHJSge9cuZSMhvbg4eOcdpf65cY3x995T6pEvWGA4PjpamVUPDjatJT5qlJKyMnu2ssEQKPe/4w5ls6J9+wzHvv22UlbxqafQDBlK3JUcEk4mEvLJO5yzKX86VZl+A0RFRTF16lS2bt1K586dad++PXfffTdOTk6kpqZy9OhRXn31VZ555hmmTp3KpEmTJHAuA2uYYdYUaYtzE8254E+vVZAHDnY2XMnOJ+5KDvWvbQBjabRaXfGMSA8zB8w9wgxpGQfPWX5ahn6x3/CIuuXeZKOiHuten+WHLrDicBJT+oZTt7blB4ArjySxLyENJ3tbpvZtXK33HhZRhyUHzrH9VAqv/3WU+Q+2s+g3s9f7YPUJ9sSl4qq2Y/6D7fB1c6yye9naqPjk3lZczMxjX0IaE+btZenEzlV6z6r018HzTPnjMAWFWhr7u/HtA5GVtkFT+3qerHquG2+vPMaCXYl8tfEU+xJSmXV/JLUrkFduKbRaHb/vP8una09yMVMJUms72zMsoi4jIuvQNKBW8c+RRqPh6qoceoX7YG9/rVJLD2Wr9vvTr/LP0WR+33eWfTRknG9DVGnQ/5f9vNAnnAY+rjfufgkwdKjydb1t25SFj8aLRjt3hi1blJl4Y1Onwvnzpm8UAgPhmWcMqR96LVsq28YHXJeKFBCgBO7G9NvLG8eUubnKvYwqoWi1OtJ37sNz3Trm1G7Bx/scKSjSEpJ2gc1//YqtswflVaaA+e6772bKlCksXrwYT+OPHa6zc+dOPvvsMz755BOmTZtW7s791+gX0CVn5pGRq8Hd+dbliqpbTHIW+YVa3BztCK2mXepK42hvS+sgD/bEpbInLtViA+boC5lcyS7AxcGWtiE3/9mpDo72ttzV1I+/Dl5g5eEkiw6YL2Xlsf64MjNvjnQMveZ13Ona0Jttp64wd1scbw5uZra+3I78wqLihX6P96iPv3v1Bl8qlYr/DW1Ov5lb2XzyMquOJDOwpXXk5644fIHvt8UB8PHIVjT0rfrZXkd7W+aMa8uIWTuu5U3vY9FjHatkVrsq/bAtjreufarRu6kfn41qXeHNca7naG/L23e3oH09L15ZcphdZ1IZPmsHc8e3tdjf/7fj0Nl03vjraPEeBwHujjzVqyH3ti37REEdDyce7lqPh7qEEnU2nVmbTrP22EVWHUnm3+iL3N8hmEl3hd3+4tVatW6s4e3paVqOUG/YsBvbwsNvXPgI8PHHN7a1a2fIBzf2559K0G6cHhMWVjyzHHsxiz/2n2P5oQsE1u5C0KCGHHZvREGRFle1HSENAlk+/Any7W1g8TelPNmbK9MrOTY2FgeHWw9wp06d6NSpEwX6dwTitrg52lPHw4nz6Vc5kZxJh/petz6pmh0u3rDEw2I+yu9Yz5M9cansjktldPvqq6BQFvp0jC4NvXGwM//SgYEtAvjr4AVWH0niVQtOy1iy/zyFWh0RwR7FKUvm8lj3+mw7dYXFe88y6c4wi3xDq/fr7kTOpV3F101dZVuI30p9H1ee7NmAz9fHMuPvaLqHeePmaLljBnDmcjZT/zgMwJM9G9CvuX+13dvTxYF5E9ox7JvtHD6XwbO/HuTbByKrJe+8onQ6HZ+ti+WL9bGAkvdf1b9XhrQKJNzPjYfm7yXuSg7DvtnBrLFt6NzA+9YnW5A8TRGfrTvJd1vOoNWBq9qO5+5sxLjOIRX+RE2lUtEmuDbfjWvLieRMPvonhvUnLvHTzgSWH7rAK/0bMzIyyGJ//5twdLxhNlvr6MQGp7rM3xHPtt+3FLdnN2xJYLgvTzTypkM9T4JqO197jgNJSUkpd8Bcpr/cxsHyTz/9RL4+r8VIQUEBP12b6r+d4LoqfPPNN9SrVw9HR0ciIyPZunVrqcdv3ryZyMhIHB0dqV+/PrNnz66mnt6oOC3DQnf8O3StyoMlpGPota+nvLHYY8EL/zbpd/czUzm563UP88FVbVdcLcMS6XQ6Fl9Lx7ivnfnfCHVr5E2TgFrkFhSxYHfCrU8wk5z8Qr7aqCyYefbORmadpXyyZwNCvZy5lJXPJ2tOmq0ftyO/UNl0JbegiE71vXihd1i19yHU24Xvx7fFwc6Gdccv8r8Vx259kpnpdDreX32iOFie0jec1wZWz5vwcH83lk3sQkSwBxlXNYybu6f4d4Y1OHo+g0FfbuPbzUqwPLR1IBte6MGj3etXevpZY/9azJ3QjoWPdqCxvxvpuRpeWnKEUXN2ctJC442bKdLq+PvQBfp/vpVHftrHtlNXsFEpn2rMHtuGva/exZf3RXBv2yBCvFwq7bVY7qmuBx98kIyMG1eMZ2Vl8eD1Ow9Vo8WLFzNp0iReffVVoqKi6NatG/379ycxseQfori4OAYMGEC3bt2Iiopi2rRpPPvssyxZsqSae66w9IV/+gV/1bWA6Ha0CfHAzkbF+fSrnEvLNXd3bpCeW0BUYhpg/gV/eo72ttzVRAneVx2xzGoZu+NSiU/JxcXB1iI+zlepVDx+bbZ23vZ48jSWucHQvO1xXMkuIMTL2axpLKC8zv53d3MAftoZz5Fzlltl5ON/Yzh6PpPazvbMHN3abAvJIkM8+eze1gDM3xHPTzvjzdKP26HT6fjgnxi+vVYN5a2hzZjYq2G15qv7uKn59dGODGkVSKFWx0tLjvDequMWvZmVTqfjh21xDP9mB6cuZePtqmbOA5F8PjoC31pVmz7VuYE3K57pyqsDmuDsYMve+DQGfL6VD/45wdUCy/ydpqfT6Vh37CL9P9/CM79GEXMxC1e1HY91r8/mKb34blxb+jUPqLKNrcr9G+FmFQnOnTuH+/WrJqvRp59+ysMPP8wjjzxCkyZNmDlzJkFBQcyaNavE42fPnk1wcDAzZ86kSZMmPPLIIzz00EN8XFJuTTWw5C2yrxYUEXttU5XWFlBSTs/ZwY4W12a8d5+xvFnmrdfKyYX5uVbZphHlYbyJiSX+cVm8V6m9PKR1IC6VnAdZXgNbBhDo7siV7Pzicm2WJD23oDh4mdw7zCJqIHdr5MOQVoFodfDqsiMUWeBrbVPMJb7bquQtf3RPK/yqOGi5lYEtA5jaT6m6MH15dHFKlyXR6XR89G8MszefBuB/Q5sxrlOoWfriaG/L56Nb8/xdyqcC3245w8SFByzyTW1aTgGP/rSPt1Yco6BIS++mfqx5vjt9mlVf+o+drQ2Pdq/P2sk96N3Uj0KtjlmbTtNn5maLfK0B7ItPZeTsnTzy0z5OXsymlqMdz98VxvaX7mDagCYEeVb9Quwy/xWKiIhApVKhUqm48847sTPaWaeoqIi4uDj69etXqZ28XQUFBezfv5+XX37ZpL1Pnz7sMN5K08jOnTvpY1x7Eejbty9z585Fo9EYVp8ayc/PN0lHycxUqkZoNBo0Gk2FnkNDbyWgiknOoqCgwKJWlh9KTKNIq8PXTY2Xs22Fnqv+3IqOl17bYA+iEtPZdeYKQ1pWf+mx0mw4cRGAbg29Kvx8K3PcOtfzwEVtS1JGHvvirhAR7FHha1aWjKua4pnvERGBFvVam9A5hHdXxzBn82mGt/K3qPy/rzfEkpVXSGM/V/o18bGYcXu5byM2xlzi8LkMftpxhrEdzJ9io3clO58XfjsEwNgOQfRo5Fnu51yZY/ZI52BOX8piyYELTFx4gN8ebW/WnVWN6XQ6Plt/ilmblTcZbwxszOi2dcw+bk/1CKWOh5pXlh5l9dFkLqTvZPb9rfF2tYxqXXviU5n8+xEuZuZjb6tiWv9w7m8fhEqlKvNzr4wx83Wx45v7WrHu+CVmrDjO2dSrTJi3l4Et/Hm1fzg+buYft9hL2XyyNpb1J5S0RrWdDeM7BfNYt3q4OynxWVnGoCLjpdKVcX/cGTNmFP/3hRdewNXVsCrVwcGB0NBQRowYYZb85QsXLlCnTh22b99OZ6OtM999911+/PFHYmJibjgnLCyMCRMmmFTz2LFjB126dOHChQsEXF/uBJg+fXrxOBhbuHAhzs4Ve5dTqIUpe2zR6lS82aYQT/O/XottvKBiWYItzWtrebSx9tYnVKPoNBVzTtji46jjtQjLmVXQ6uCN/bZkaVRMbFpEmLtlza79FGvD/is29AjQMjzUcv5Ntyar+CPOlgBnHS+1LLKoDabyimD6fluuFql4OLyIlp6W8W+aUQD/O2CLRqfi0cZFNK9tGf3S0/+bOtrqmNa6CHcLqAKm1cGcEzYcT7chwEnH5BZFOJincmGJCrUw67gtpzJVeKqV/rmZed2kTgerz9nw7znl04vhoUX0CLCs19rpTPg+xpbcQmXcHm9chL8ZK0EW6WDNORv+PadChwpfRx3jw4qoa/5CU8XyimD1WRs2Jyl9dLLVMThESydfHeaYE0jLV/qz57LSHxU6Ovrq6FdXi0cF4qLc3FzGjBlDRkYGta6v/HELZZ5hfvPNNwEIDQ1l1KhROF5fg88CXD8re6sNLUo6vqR2vVdeeYXJkycXP87MzCQoKIhevXrh5VXxyhbfxu3g5KVs6jRtRy8LyXkFWPvbYSCZu9qEMaBnxVbeazQa1q5dS+/evUucxS+rbnkavnt3I5fzVLTtdie+FvDOGJRyclm7duHiYMtTI++qcIWMyh439fFL7F94kJgcJ/r1624Rs6U6nY5Z3+wCsni4Z2MGdgq55TmlqewxA4hzjGX2ljiirnrx8oD2lXLNinpj+TE0unO0CfZgypiK1z2u7HHrq9Vx8rvdHD6Xye6Cusy8u4QNHarZvB0JHE+PQW1nw9yHO9LIr2JlyaritdbtjgJGfruHhNRcllz04ucH26KuohzNW9HpdMxcf5p/zylpP9P6h/Ng54r9fELVjNugKzk8+nMUCam5fBXjyBejWtG1YfVXnjqffpUXfj/C/mvrf4ZFBPLmwMYVTjOrijEbDhw9n8lry6OJvpDFb2dsOZZXi1cHhNM2pHrKjyZl5DF7yxl+P3QeTZESi/Vu4svkuxrS0LfiZQNTUlLKfW65/8XGjx9/y2Oqe+c1b29vbG1tSU5ONmm/dOkSftcXwb7G39+/xOPt7OxuGvyq1eoSN2Sxt7evlBdu44BanLyUzakrufRpbjllmI5e27CkTYhnpf2AVtaYedrb0zSgFtEXMjlwNpPBrQIroXcVt+20klPduaE3Lk6VF8RX1rj1bOKPq9qO5Mx8jiZnE2nmGtEAh8+lcyI5Cwc7G+5pG2xxrzWAh7rW54ftCRxITOfQ+Szahpp33BJScvh9v5JT/VK/xpX6CV9ljZs98O6wlgz5ahsrjyQzql0w3cPMNyFw5FwGH12r3PHaoKY0rVt5AUFlvtZ83e354cF2DPt6O1FnM3h52TG+GB1R7W9u9TnL32xWguXXBjbhkW6VW7KwMsctLMCDpRO78NhP+9iXkMbDP+3nxb7hPNmjQbXFJSsPJ/Hyn4fJyivEVW3HO8OaM7R1nUq9R2WOGUBEqBd/TezKjzsTmLn2JEcvZHLf93vp39yfSXeFVVl5z/PpV/lm4yl+23e2OFDuUM+Tl/o3rtS9AioyVmWa7mrSpAkLFy68ZX3l2NhYnnzyST744INyd6w8HBwciIyMZO3atSbta9euNUnRMNapU6cbjl+zZg1t27at1BdhWVjiwr/03ALiU5QKFJZUUs6YfptsSyovtylGX07Ocj4pMOZob0vvpsqbyRWHLaNaxqJri/36N/fHw9kCPrcvgW8tR4ZFKH/49IvszOnTtScp1OroEeZjkfXb9ZrXcWdC53oAvLbsqNlW5WfmaZi48ACaIh19mvpZVE51SRr4uDL7gUjsbFSsOJzEjL+jKWM2ZYXoS8d9s0lZ4Pfm4KaVHixXBU8XBxY80oF729ZFq4MP/4nh8Z/3k5ZTtXtEZOVpeOmPw0xceICsvEJaBXmw6tlulR4sVxU7Wxse7lqPDS/25L72wahUsPpoMv0+38LEhQc4kJhWaa+/w+fSmfL7IXp+tJFfdieiKdLRsb4nvz7akcWPd7KojbXKFDB//fXXfPbZZ/j5+TFq1Cg++ugjfvnlF5YsWcL333/P5MmTad++PREREbi7u/PUU09VVb9vavLkyXz//ff88MMPHD9+nOeff57ExESeeOIJQEmnGDduXPHxTzzxBAkJCUyePJnjx4/zww8/MHfuXF588cVq77ueJW6Rrd+wJMTL2WKDmA7X6jHvjiv/Ry6VKSNXw4HicnKWUX+5JPpqGauPJJu9WkZuQSHLDyq7PJm7JNqtPHqtxNy64xc5fTnbbP04npTJ8kPKmE3pG262ftyuyX3CCHB3JDE1l4/X3LiupKrpdDpe+fMIiam51PFw4qN7WlnU4uqb6dzAm0/ubYVKBT/uTOCL9aeq5b46nY53Vh43KR33YJd61XLvyuBob8sHI1ry7rAW2NuqWHPsIv0+38LW2MtVcr8NJy7S57MtLN53FpUKnurZgD+e6ESwlxmTqMvJx03Ne8Nb8M9z3RnQwh+dTpk1H/7NDoZ8tZ2fdsZzMTOvzNc9l5bLd1vOMPjLbQz5aju/7z+HpkhHp/peLHqsI4se60SnBpX8xl+rhexsKKEc8u0qU0rGHXfcwd69e9mxYweLFy9m4cKFxMfHc/XqVby9vYmIiGDcuHGMHTsWD+M9x6vRqFGjSElJ4a233iIpKYnmzZuzatUqQkKUPKukpCSTmsz16tVj1apVPP/883z99dcEBgbyxRdfMGLECLP0HwwzzKcvZ6Mp0lpEaajDFlh/+XrtQpV3oicvZpOaU3D7235Wka2nLqPVQSNfV+pYUDm563Vr5I2b2o7kzDwOJKaZNb1g5eEksvMLCfFypmM9y50pBWjo68pdTfxYd/wi3289w3vDzZOT+/G/Meh0Simy5nUs89MfY65qO94d3oIH5+3lh+1x9GvuT7tqfM39uucsKw8nYWej4ssxERa9Y+P1hrauQ3quhjeXR/PZupPY26l4qmfDKrufVqvjrRXHmL8jHoC3727O2I4Vz1mubiqVijEdgmlepxaTFh3kzJUcHpi7h3vb1mVqv8aVUkUj7koOH6w+wT/RSopnsKcz749oYXU7D5Yk3N+Nb+6P5HhSJt9vjePvwxc4cj6DI+czeOOvaFrVdadNSG1aB3kQ5OmMr5saV7UdhVodVwuKuJCUypXYeI4lZ7Em19lQnvZCDP2vpuPTszNDB7VXUgLPnYMPPwRXVzCedP38c4iKgocfNmzJHRurPPbwgOXLDcc+9hgsXQrvv698X39s48bYlVDI4XaVK4e5c+fON01xsARPPfXUTWe358+ff0Nbjx49OHDgQBX36vbV8XDCVW1Hdn4hcVdyLKKU0KHiLbEt9w+yl6uaRr6uxF7KZk9carVua1sSS0/H0HO0t+Wupn4sjTrPyiNJZg2Y9bWX721rHdu1Pt6jPuuOX2TJ/vM83zsMX7fqXQS9Lz6V9ScuYWujMsvOdOXVK9yXkZF1+X3/Oab+cZhVz3bDqRrKUxxPymTG39EATO0XblEf996u8Z1Dybiq4dO1J/nwnxg0hTqevbPyNwvJ0xTxwu+HWHktVevdYS0YY+GpK7fSsq4HK57tyrurjrNgVyK/7TvH6qPJTOzVkPs7BJdr6/azqbl8t/UMC3cnUqhVKko80q0+z98VVi2v6VvKzYUrV8DODgKN1vZs3Ajp6dC9O+jXax0/Dn/9BXXqwAMPGI597TU4c4Ym06bxyb2tmDagMTvmLaXpR29yxC2ASYOnFMcIixa+jN/54zw+7FU2NFQWRHeJP8gvi1+jvk8oXz/0FSoVtA/1ZObaPwg4sBNG/Ar69TPnzsFLL0H9+qYB87p1sGIFdO1qCJjz8mDrVvC57m9sVpbynLOMPqXXr+soYYfq21XuRX9vvfVWqd9/4403ynvp/zyVSkWYnysHEpXFT5YQMOtnmFtZ0IYlJelQ39MiAmatVsdmC9sOuzQDWwSwNOo8q44k8frApmYJVk9dymJfQhq2Niruiaxb7fcvj7YhtYm4VgP8xx3xTOnbuNrurdPp+PBfJaVhZGRd6vtUfAV5dXptUFO2xF4m7koO76w6xtt3t6jS++XkFzJx4QHyC7X0Cvfhka6Wn4N7M8/e2QhbGxUf/RvDZ+tOkpWn4ZUBTbCtpJ/b1JwCHv95H3vj07C3VfHhPS0ZFmEdP5O34uxgx9t3t2BYRB3eXB7N0fOZvL/6BF9vOMV9HYIZ3DKQ5nVqlfoG5GpBEVtiL7P0wHnWHEtGn8nWK9yHVwY0ufXf7Ph4uHoVGjYE/Vqp2Fg4cADq1oUuXQzHvv02pKXByy8bAsOVK7GdOZNwLy8YMMBwbKtWyrW3boWW1z7xWrwYHnpIOW7lSsOxjz+u3HPrViUIBYiOhldeUYJo44B51SpldnfcOGjeHC9XNYMbecDZkwS3dIZRrTl4Np2j5zNwsgV7bREORUq9Ywc7Gzy9apGndqJWbTfmPBBJ21BP5RPgo5GgRpkh1vP3hwkT4PpCDePHK4Fyu3aGtpAQ+O03ZTba2PvvK0G+8WxySAjk5FCYnX3jtW9TuQPmpUuXmjzWaDTExcVhZ2dHgwYNJGCuoHD/WhxITCcmORPMXPEhOSOPi5n52KigWWDZ6hZWt/b1vFiwK5E98ebNYz6WlMnlrHycHWxpG2r5s1jdwpS0jIuZ+WZLy1i0R5ld7hXua/ad1m6Xsl12A55YsJ+fdybwVM+G1bYr4aaYy+yJS8XBzobn7mpULfesTO5O9nx4TyvG/7CHBbsS6dzAuzifvrLpdDpeXXqEM5dz8Kul5pN7W1vFJxilmdirIWo7G95eeZzvt8Vx6nI2X9wXQa1yzJIa2xufyjMLo0jOzMPN0Y5vx0bSuaH1pxVcLzLEk78mduXPA+eYs/EkFy6k8vO6Y8zZcoYAd0fa1nWjW9JxfG2LuNCpJ/k6FQkpudht3kTtPds54NeQ9Q07ANCjoRczF7xG7Z0aGG6UGvDJJzB9uhJ8fvONob1JE2V2ND5eCeRAmT2dPBnuu880YP78c2W29MEHDQFzUhI269bhbhw8gjKjmpmpzCrrOTmBWg221812t2mjXM/JKF2wfn3lPo2ve+P//POQkgLhRmskIiNh1SrsPT25O6IOd19bBM3Qf9FptXxV2xNbZyfDG4+vn6EOYLLs8csvuUFoKMybd2P7Pffc2FarFowceWN7SAlpQzY24OysvFEpp3L/Zo+KirqhLTMzkwkTJjBs2LByd0goLGnh36Frs8thfm44O1jGFsU30+FapYxjFzLJzNNU+I9Heelnlzs38EZtZwEfy92C2k6plvFn1HlWHK7+tIz8wiL+vLbV9H3tLXux3/V6N/WjnrcLcVdy+HVPYrVUD9AUaXl75TEAHuwcSoC75ebIl6ZHmA9P9GjA7M2neemPwzQPdK+SxVGzNp9m2cEL2Nqo+GJ0hNnXN1SWR7rVx6+WI1P+OMSmmMvc/dV2PhrZslzlIfMLi/h28xk+Xx9LkVZHfW8XZj8QaRGfcBbLyVHSCFxcDLOSublK/urVq0qwp/fbb7B+vTKzOnSo0paRAb16KedER2Nra8vItkHcs/AzVDM/49+B43i+zX0kZeTxb0oWX34yAYAWkxaTpVZ2GXl+13Ym7viVpR2HEDx+FKPbBSvrjp7aAhqNErS6X0td1OmUhWbZ1y0K9vJS+mu861xoKPTooQTTxp58Ukkj8DT6N+3Zk8J58zh14QImb2VWrwaVCoKNUmdGj1a+rrdo0Y1tbdrADz/c2G4826zn4wP9+9/YHhiIigoElxasUp9TrVq1eOuttxg0aBAPlDTA4rbpF/6dsICAuTgdw4IX/On51XIk1MuZ+JRc9sen0auxedIhNsVcAiw/f9nYgBYB/Bl1ntVHk3hjUPWmZaw7donUnAL8aqnpYcbavOVha6Pi0W71mbb0CLM3n+a+9sFVPsu8aE8ipy/n4OniwFO9qm7RV3V4oU8Ye+JSOJCYzlML9/Pb450q9Y35P0eT+PAfJXVl+uCmFl12rzwGtwok1MuFx37ex5krOdwzeycPdAzh+bvCqH0bbwx0Oh0bYy7x1t/HikuHDouow9t3Ny//67iwUAkSHRyUWT1QAslNm6CoCO6+23DsggXYbNuGd2CgIb3g7FkYOFD5/8OHDcc+84wy+/jee0qKgv66992n/P+ECRRvC7pjB8yZowSn+oDZwUFJLQAlYL32Ub7KRQmG+4a6ceD13uyJS+VkciZJvzciz9ae3o08yXOvTVBtZ9oE9CUtzIW7+97JsMHNDH2bN09Jr6ht9Inigw/CsGGmbaDk6V5v2DDl63olpb82bIguJITUVatM28Mtv0qONav03+rp6elkVKBsh1A08VdSH86lXSXjqqZ4z3Rz0JeUaxlkuQv+jLWv50l8Si6741LNEjBnXNVwIDEdsK6A2TgtY39iWrVWLli0V6lcMzIyCDsLqApTVvdE1mX25tMkpuYyd1scz95ZdSkSmXkaPlsXC8DzdzUy6++GymBva8OXY9ow6IutHD2fybO/RvHtA20rJR93X3wqkxYfBGBC51Ae6BRa4WtaohZ13Vn9XDfeWXmc3/ef46edCfy27yzDIuoyql0QzQJr3VBt6WJmHv8cTeaX3QmcvKjMgPq6qXnjjlAGOuegij6szDjq/f47HDmiBJ+RkUrbyZNKbqmrKxjvZzBqFPz5p5KG8OSTSltSEgwZosy+pqcbjl2/Htv58/EwKveKnZ1yLxsbZZZWHwS7uirfM56ZdXNTZo1dXJR2/eKu/v2VYFmfnwvg6Kjk47q4KGkKetOmKV+OjjiqVHQP81E21UlQNrb51GTkmgAlbNx2//03tnl5GRbUCatX7oD5iy++MHms0+lISkri559/pl+/fhXu2H+du7M9dTycOJ9+lRNJmWabFdHpdBw6mw5YxwwzKHnMv+07Z7Z6zNtir1Ck1dHQ15W6ta2n9qZxWsbKw0nVFjAnpuSy7dQVQKmOYY0c7Gx4sW84z/4axZwtZ7i/QzBelVCqqiRfbThFak4BDXxcuK+9dVct0Kvj4cT349sx5rtdrDt+ienLo3lraLMKVX7Yn5DK+B/2kKfR0jPch9cGNrn1SdZGp4OCAlCr8XB24KORrRhrd5nlq/awwqEOv+7R8uueRMKzLjLp6AoKXNxYPOxJzlzOITkzj09XfMIvcVG83f8p/B4ayzN3NMTt0AFo3VHJA42PN9xr4UJYtkypoKAPmHU62LXrxhlU/SIs41QEDw9o396QrqA3ZAhFdeqQ6mz0u9LbWwnA3a5LB/nsMyWn1/h14ewMGzbcODZ9+ypfxlSqktMInKwzpUlUr3IHzJ999pnJYxsbG3x8fBg/fjyvvPJKhTsmoEmAG+fTr3LcjAFzfEoumXmFONjZVNmWmJVNn8d85FwGuQWF1Z53XZyOYWWpBaDU8tXnMb82sEm1zPb+sicBnQ66h/lYZXF/vUEtAvh282miL2Ty9cbTvDG4aaXf43hSJnO3xQHw2sCmVjkbfzORIbWZOao1Ty08wM+7ErCzVZW7Ysu++FQmzNtLTkERnRt4Mev+SMscK61WCTr1C7IuXVICULXaNNh76y0lNeGllwxVAtavV4K/pk3h4MHiQ1t98Q6tNm1i9Off8amnP9tPXcHpQjr9tyzlrLsfz7W8FwAbFQTYaPDJTef9XnVxGnDtDYWHh1JF4PpSXf36KWXJjHNs69ZV6t1eHwTPmgXffWeY7QXw9YXdu28cg2HD0A4aZJpeYG8Pd91147HXL1wTohqVO5KIi4urzH6IEjQNqMW645c4nmS+PGZ9/nJJH+lZqrq1nQh0d+RCRh5Riel0qcYV3jqddZWTu163Rj54uThwJTufjTGXi7fNrip5miJ+u1Z72dK3J74VGxsVL/VrzLgf9rBgVwJjOwZXaqk3rVbHtKVHKNLq6N/c32z5+VWpf4sA3hrSjNf/imbe9nguZ+Xzyb2tyrRwduHuRKYvj6agSEun+l7MHd+u2urhqnbtImDnTmjbVpmJBaVU2OefQ1CQUiJMr1s32L5dWailD44PHFBSHlq3Ng2YN2yAzZuVigD6gFmfgpCZadqJ5s0hP59GDQOZNSASrVZHfHQDTjqf46qnN5/f25oAdyeaBdbC5cFGkJeHk/EisfBwSE6+8ck9/viNbS4upvnIes7W+8ZXiJuxjgjoP6pJgJLHfDw58xZHVp1DZ/UblniYrQ9lpVKpaH9tlnn3mepNyziWlMmla+Xk2tWz/HJy13Ows2F4G+UPvX4Tkaq0+mgSabkaAt0duaMGBIDdGnnTI8yHgiItry49ik5XeVuNL9yTSFRiOq5qO940XmxUwzzQKZTPR7fG3lbFisNJ3DNrJ0fP33pdTGpOAVN+P8S0pUcoKNLSt5kfcye0vf1gOScHYmKUvFxjn38Ozz0Hp08b2lasUGZMr/vI33biRNp/8AGqQ4cMjZcuwU8/mdbABWW2VKczzecNCFDSFlpet2vkxInw1VemOcUREcriOONFcaCU6tqxo3gBnY2NivotGhI2+1NavTuNoa3r0L6ep7KgLyxMuZeZduYVwppIwGzB9AFzTHIWhUVas/ThUPGW2Nax4E9Pn8KyOy61Wu+r392vcwMvqygnV5JR7ZQ84o0xl7iUmVel9/p5ZwIAYzoEW+ZH5mWkUql4++7mONrbsPNMCksOnK+U655Ly+WDf04A8GKfMPzdraNOdXkNbV2HeRPa4+Zox5HzGQz9ejvTl0dz7ELmDW9CLmbm8fXGU/T4cCN/7Y7DVlfElL7hzB4bifPZBCU1YNky0xvcf78SfBoHtsuXK/Vnn3jC9Nh58+CLL0wDZjs7uHxZCYaN6CIiSGncWFlcptekCXzwAUydanrdX35RZnKHDze0tWqlpC38+KPpsSNHKkFzI6PFpGq1khJx/aYNQogqURNL5dUYwZ7OuDjYklNQRHxKDg19qzeHuLBIS/SFazPMFr7D3/X0M8xRZ9PJ0xThaF89wevmawFzDytMx9Br6OtGm2APDiSms+TAeZ7s2aBK7hN9IYMDienY2ai4t511LvYrSZCnM5PuCuP91Sd4Z+Ux7mjsW6G6v5oiLc/+GkVWXiGtgzxqbKWH63Vt5M2GsY2Zs2Q3P12yY/6OeObviKdP7lmGHd9Eql9d5rUZzKlLysKytd8/SaOUsxxaupZW+lJ7e/bAY48pVRSMUweio5VgOTlZCVJBqWbg4XFjOsH48UpwbJy20LmzMrPrbZruVfT992xbtYoB+q17QVk8d32wDIaUDSGEVbD+KZ0azMZGVbzQLvpC9adlnLyYTZ5Gi5vajnpeLtV+/4qo7+2CXy01BYVa9sZXzyxzWk4B+xKUe/WyonJyJdHPMv+272ylphUYm7c9HoC+zf3xdatZM6YPd61HY3830nI1TPn9EFpt+cfws7UnOZCYjpvaji/vi6i07Y/NZscOpeSYcfnRdeuUurvTppkc6nNHN159eRSLOrvSr5k/ajsb1PFn6L9uMfW2ruXUpWxUKuUTMB9v5RO5Vo6FhgvUrw+DB5uWFgP4+GMld1hf7QGgTx9lC+IVK0yPff55ePdd093PatWCFi1Mt94VQtRoMsNs4ZoEKFtkH0/KYmjr6r23fsFfi7ruVreNrEqlonsjH37ff44tJy/TrVHVB7AbYy6h1Sm7NFpTObmSDGwZyIy/jxF3JYedZ1Lo3KByF04mZVzlr4NKusIjXetV6rUtgb2tDR+PbMXwWTtYf+ISX2yIZdJdYWW+zsYTl5i1WUkFeH9ES4I8LfR1tWoVnD8PI0YYdiRbtgzeeAM6dlQ2kNAbPVrJvd29W8nXBWXr31WrTLf0BaVaw9WrRHirmd0jkuz8Qo6udeGkVw42wQ349t5IOtTzxMPZAYb9q8wOG1ds6NBBSbW4XkkVGIQQohQyw2zhihf+JVX/DLMhf9mj2u9dGXpcm+XVV62oauuPK/mMVV1Zojq4qu24O0L5yPiHbZVfEWfe9ng0RTo61PMkItj6FkfejuZ13Hl3WAsAZq6LZf3xi2U6f298Kk/+sh+dDu5rH8zAllU8m3ndJwmqxYtpsGyZEszq/fabsoXv2LGm5z75pJL6EBtraMvPVzafiIkxPTYyEjp1Ujal0OvYEebOhTffND12zx4lHaJHD0B5XXYc1J2weV/TccZk+jbzV4JlUFIcatc2va4QQlQS+c1i4ZoGmjFgvlYho7WV7PB3va4NvbFRKaklF9KvVum98guLigPzu5pYf8AMSloBwLrjlzh9OfsWR9++jKsaFu5WdvZ7okfV5Edbinsi6/JAxxAAnl4YxYYTtxc0HzmXwUPz9pKn0dIr3IcZQyqpKsbvv8Onn0KKUfWYX35RcnHvvdfkUNvXXqP5/PmozpwxvUZCAiQmmrb16gWDBpkuduvRA9asgW+/NT126VIlLaNtW0NbaCg89BD07Gl6bAU2LhFCiMokAbOFa+zvhkoFl7LyScnOr7b75mmKiLmo1H+21hlmD2eH4sWKW2OrdpZ595lUsvML8XFT06KOdb7BuF4DH9fi4P/7rZU3y7xwdyLZ+YWE+bla1dbh5fX6oKb0CPPhqqaIR3/az+K9iTc9VqfT8du+s4yes5Os/EI61PNk1thIHOxK+VW9cqUSlBoHwb//rgSh12/XO2UKvPCC6UywWq2cm5Rkcqh2wADOdu+OzsVo/cIddygbayxcaHrd+fPh778NC+gA/P2hd2/T3F8hhLBSEjBbOGcHO0KvLbg7Vo2zzNEXMinS6vB2VRNgxSWsujeqnrSMddc+br+ria/V5XuX5rHu9QH488A5rlTCG7ac/MLineoe696gQlsfWwsHOxu+H9+W4W3qUKTV8dKSI4z/YQ8HEtOKj9FqdexPSOXJBQeY+sdh6iec4Jn0w8y9u5GhwsuyZcqubhMmmN7g6aeVUmjG9YNtbJSZ4IQE02MHDYL77lM2nNC76y4ldeKvv0wO1X7+OQcmT4ZmRrPb3t5KXnDduuUfECGEsEKy6M8KNK/jTtyVHI6cz6iWxWsAh86mA9CqrrtVBzU9wn34fH0s22KvUFikrZJavzqdrjh/uaakY+i1C61Nq7ruHDqXwU87E5jcu+wL14x9t/UMV7LzCfFyZkirwErqpeWzt7XhkzuDaJ2WyAenCtl88jKbT16m7+UTPLj7T2Jr1+X1LuMAsLNR8cuaT6iVfA7G9QC/awsutVo4flzJ0zV2551Knq9xOkTPnrBz542B7Vdf3dg5Dw/ZuEIIIW5BZpitQIs6Sh7zkXO33u2qshy28gV/eq3qeuDuZE9mXmHxIsbKdiwpk/PpV3G0t6nWbbirg0ql4rHuSp7xD9viuJxV/lnmS1l5zNmi5MNO7du49DQDa1JUpHzpRUUpaQ+ffWZymKpdO8Y9MZT1d7hzb9u62NmoIDWVjtE7aH76EG5qO4a0CmTZxC7U6tpRWRhn/Ga1Wzel/Nr8+ab3//57ZXY4IsLQ5uWlLKSTmWAhhKgUMsNsBVrU8QDgcDUGzAcS0wGICPaotntWBVsbFV0bebPycBIbTlwiMsSz0u+x6oiS+9m9kU+1bZBSnfo396dlXXcOn8vg07UneW94i3Jd5/N1seQWFNEqyIMBLfwruZdV7OJFJXfXwQH69ze0d++uzORu3qxsZgEQH68srOvQQanhq1enDmRm4m9TyIf3tGLagCZcjA4htk1t7EMbsO++uwy7Q/7++4198PFRZpOFEEJUuxoyxVOzNb82w3w+/SqpOQVVfr8r2fkkpuaiUkFrKw+YAXpfS5P452hypV9bp9Ox4rASMA+qoSkGNjYqXh/UFIDFexM5kVz2XPqTF7NYtPcsANP6N7acNJ+MDKUmsLGXXlIC06goQ9uOHcpOcdOnmx6r00Fhoek1WrZUZpgfe8z02E2blBJtffsCyqLU8HbNaPT6izR/YJjVbqUuhBD/BRIwWwE3R3vqeyuLdI6cr/pZ5gMJymKkRr6u1HK0r/L7VbU7mvhib6vi9OUcYq9V/qgsR89nkpCSi6O9DXc2tt7tsG+lXagnA1r4o9XBOyuPl2n3v/zCIiYtOkiRVkfvpn50qO9VhT0tmU9UFDaffw5xRtU+/vpLyd295x7Tg3fuhA0bTBfRNWiglEEzrgIBMG+eEiwbX6NBA2UnuYceMj3WVgJiIYSwVhIwW4kWdZVSZUeqKA/X2P5rq/cjQ2rGhhK1HO3pei23eHUlzzKvOHwBgDsb++GirtkZTi/3a4KDrQ1bY6+wYFfCrU+45pM1JzmWlImniwPv3N288jqk00FqKuTkGNoOHYIhQ2DcOJNDw37/HdspU5SNMPSClO2/ybruTdQLL8BPPyk5xHotW8LevaY71gE0bKjkCUswLIQQNZoEzFZCX9u3OvKYoxLSAWrUDmz9myu7pFVmwGycjjG4VRXvwmYBgr2cmdI3HIAZfx9jf0LqLc/ZFnuleKHfByNa4lurHCUKU1NhyRJlgw1jffsqi9tWrDC0FRYq9YDXrjU59HKrVmjvuQd8jT4FaNlSCZaPHTO97tCh8MADEBxc9r4KIYSokSRgthL6gPloFadkaIq0HD6fDkCbGhQw927qh62NiuNJmSSk5Nz6hNsQdTad8+lXcXGwpWd4zU3HMPZIt3oMbBlAoVbHEwsOkJyRd9Njd5y+wuM/7wNgTIfgkrcMvz61Y84cGD0a1q83tJ05o6Q8vPii6bF+166XbPQmKCwMZs1SUiWMnBw1iqKFC5Ud6fTs7MDV9ab9F0IIIfQkYLYSzeq4o1LBhYy8CpX2upXjSZnkabS4OxnypmuC2i4OdKyvVMiorFnmFYeU2eXeTf1qZHWMkqhUKj4c0ZJwPzcuZ+Uz+KttJe6i+M/RJCb8sJecgiJ61HXhjXo6053kTp5UdoBr2ND0xC1bYPFi2LfP0NaggVIi7Y47lFrEejNnQm4uPPecoc3NTdnEo1+/ynnCQgghBBIwWw1XtR0NfJTZsKqcZdYv+IsI9qhRO9aBIS1DXwauIvI0RSyNOgfAkNY1szrGzbio7fhuXFvC/Fy5nJXPA3P38NyiKOavOcrmt7/iu3sm8cSCAxQUaenbzI8fts/BMaIVLFhguIiXF8TEKLPHV68a2u+7T1kw16ePoa12bWUh3i+/KDvYGV/Dyanqn7AQQoj/PAmYrUjLashj1tdfrknpGHp9m/ljZ6Pi8LkMYpIrVi3jn6PJpOVqCHR3pEfYfyMdw1jw9nWsOvoz72lPAPDXwQt8+fcherz+DA8v+QIXnYYJnUP5ekwbbBs2AHd3KDAqiejpqaRdxMWBWm1oHzhQWXRnvAmHEEIIYWY1JmCOj4/n4Ycfpl69ejg5OdGgQQPefPNNCgpKr1s8YcIEVCqVyVfHjh2rqddl07w4YE6vsnscuFYhoyYGzD5u6uKtqxfuvv0qDyX55dr597UPxrYmzcQXFppWjcjOVmZ7GzY0DXh378buh7ncl3WKRY915Nk7GtK+fTiHG7cjtt8wtjzVnulDmilbkb/5JqSnw6uvGs5XqZQUi9BQ01ljIYQQwgLVmDpYJ06cQKvV8u2339KwYUOOHj3Ko48+Sk5ODh9//HGp5/br1495RouEHBwcqrq75aIv87Y/MQ2tVlfpKRMXM/M4l3YVGxW0CnKv1GtbijEdgvknOpk/o87zUv/GODuU/UcgJjmLvfFp2NqoGNUuqAp6WQ3S0+H4cWjXTln8BvDhh0pQ+/jj8NVXSpuLi5IOkZ2tzAaHK1Uy6NtXOa97dzrW96KjvrbyA3tuuFXx9YUQQggrVWP+kvXr149+Rgt96tevT0xMDLNmzbplwKxWq/H3v/2tevPz88nPNyy8y8xUdj7TaDRoNJoy9vz2NfJxwsnehvRcDSeS0mnkW7kr/LedvARA04BaONpSpc9Ff+2qvEdJOoS4E1TbibNpV1l24BwjI+uU+Ro/71Q2v7irsQ+1nWyr9TmUedxSUlAdOABOTui6dlXatFrsAgNRXb2K5tix4oV3Kg8P7AoL0cbFUWR0fdW8eeDtjS4gAPTtnToZ6hRX879hWZnrtWbtZNzKTsasfGTcyk7GrHwqMl4qXVm27LIyr732Gv/88w/7jFfcX2fChAksW7YMBwcHPDw86NGjB++88w6+vjfPS50+fTozZsy4oX3hwoU4OztXSt9v5qtoG2IzbRhVv4jOfpX7T7fotA07L9nQK0DL3aHaW59gpdadV/F3oi0hrjomtygq07l5RfDmflvyilQ81aSIcA/L+fHx372bWomJJPTuTb6HBwAh//5L61mzSI6MZPfrrxcf23PSJByystg7ZQppjRsDYJedjd3Vq+R5eUmahBBCiBonNzeXMWPGkJGRQa1atcp0bo0NmE+fPk2bNm345JNPeOSRR2563OLFi3F1dSUkJIS4uDhef/11CgsL2b9/P2rjxUhGSpphDgoKIikpCS+vqt32d+b6U3y96QzDWgfw4YgWlXrtuz7bRkJqLnPGRtAr3KdSr309jUbD2rVr6d27N/b21bv9dkp2Pt0+3oKmSMfSJzrSvM7t/9B8ueE0X2w8TX1vZ1Y/06XaK4loNBp2zp9P94QEbNzd0U6ZUvw9u1atUB0/TuGKFeiuVZlQbd+O7RNPoO3VC+0XXxgulJ9vutiuBjPna82aybiVnYxZ+ci4lZ2MWfmkpKQQEBBQroDZ4lMybjaba2zv3r20bdu2+PGFCxfo168fI0eOLDVYBhg1alTx/zdv3py2bdsSEhLCypUrGT58eInnqNXqEoNpe3v7Kn/hdqjvzdebzrA/MaNS75WUcZWE1FxsVNCxoU+1/QBWx5hdz7+2PQNaBPDXwQt8tuE0Pz3U/rbOu5Kdz9zt8QC80KcxanU15Lp/8w1s2gRTpij5xoDTlSvYf/ghhIVhO22a4dihQ6FdO+x8fUE/pj17wokT2AImlaL/g79gzfFaqwlk3MpOxqx8ZNzKTsasbCoyVhYfMD/99NOMHj261GNCQ0OL///ChQv06tWLTp06MWfOnDLfLyAggJCQEGJjY8t8bnWICPbARgWJqblczMzDrzxbDZdg15kUQKnEUcux5v/wTe4dxqojSWw5eZnNJy/TI+zWM+pfbzxFTkERLeq4M6DF7ee835bTp+GNN5R84N9+M7T/84+y1XOPHsUBc0ZICNqHH8bm+tJr771XuX0SQgghBGAFAbO3tzfe3t63dez58+fp1asXkZGRzJs3D5ty5GGmpKRw9uxZAgICynxudXBztKexfy2OJWWyLz6NgS0rp5+7TqcC0Kl+1aaUWIoQLxfGdQpl7rY43l15nK4NvUstD3c2NZdfdiUC8FK/xqhUFUjF+OwzWLQInnkGxo5V2mxsYOFCcHBQgmb9u+Dx45VguUeP4tMLPDwomjULG5lVEEIIIapFjVnZc+HCBXr27ElQUBAff/wxly9fJjk5meRk022QGzduzNKlSwHIzs7mxRdfZOfOncTHx7Np0yYGDx6Mt7c3w4YNM8fTuC3tQpXycvsSUivtmrvilBnmjv+RgBngmTsa4u5kT8zFLH7bd/amx2mKtEz94zAFRVq6NPSia6PbewNHSgoMGQLNm5tu6Xz2LOzZA/v3G9pCQuD99+GPP0yvMWKEspFH8+ZleGZCCCGEqEw1JmBes2YNp06dYsOGDdStW5eAgIDiL2MxMTFkZCg75dna2nLkyBGGDh1KWFgY48ePJywsjJ07d+Lm5maOp3Fb2oZ6ArAvPq1Srnch/SoJKbnY2qhoG1rzNiy5GQ9nB565QympNuPvaPbElfwGZMbf0ew8k4KLgy1vDm5W8sUWLICOHeHttw1t7u7w778QHQ3x8Yb2sWOVtItJkwxtNjbw0kswePB/Mr9YCCGEsGQWn5JxuyZMmMCECRNueZxxURAnJyf+/fffKuxV1dAHtdEXMsjOL8RVXbF/RuP8Zbf/QP6ysfGdQ9l+6gobYy7z0Py9LHy0Ay3regCg1er4ftsZFuxKRKWCmaMjCPNxUWZ9DxxQNvTQ1+/OzITdu8G4SoqdHcybB3XrQmCgob1NG+VLCCGEEFahxgTM/yUB7k6EeDmTkJLLztMp9G7qV6HrbT55GYDODf476Rh69rY2zBobyYR5e9h1JpXRc3bRq7EvzQPdif19JYP++ZkZHn7kfvK5YZz1M8aHDxsC5v79lbzkyEjTG4wZU63PRwghhBCVTwJmK9UzzIcfdyawMeZShQJmTZGWjSeUHf7ubHzzzVpqMkd7W368vImYv/7k1fb3s7KgiJWHk+h2JYM7zuwjvW4o7j3qG0749FNwdgajUobUq6d8CSGEEKLGkYDZSvVs7MuPOxPYdOISOp2u3FUb9sWnkZlXiKeLAxHB/4H85cREmDkTcnLg22+Lm9U7t9PyxD6+HnMvf3RoyKFzGXTrPICrndzx6NgejMd3wIDq77cQQgghzEYCZivVqb4XajsbLmTkEXspmzC/8i1SXHf8IgC9wn1LLatmlbZuVeoY33kn3HGH0lZYqJR1c3CAr74yLLB7/HEYOpTgO+9kcn2j2WQib7isEEIIIf5bJGC2Uo72tnRq4MWmmMtsPHGpXAGzTqcrDpjvamLF6RgaDWzZAlFRSgk2/WzwH3/AF18os8n6gLlePeWYFi2gqMgQMA8ebJ6+CyGEEMLiScBsxXqF+yoBc8wlHu/RoMznn76cTUJKLg62NnS7jZ3uLEJeHhw8qJRha39tS2utVkmTKCiA4cNBP0Pct69psAxKMP3xx9XebSGEEEJYrxpTh/m/qFe4Miu8Lz6NrDxNmc9fd1xZ7NexgVeFS9NVCZ0OEhKUIFlvzhzo1An+9z9Dm1qtzBCPGqXMNusNGADff69sHiKEEEIIUU4SMFuxYC9n6nu7UKjVsf3UlTKfv+6Yko7R21LSMYx3wwPo0gVCQ2HbNkNb+/bg4wOenqbH/vGHUtYtPLzKuymEEEKI/xYJmK1cr2ul4FYcTirTeYkpuexLUHYKvLNJxeo4V9ixY8qssXGZNlDyje3s4MwZQ1uHDnDxIvz4Y/X2UQghhBD/WRIwW7lhEXUAWBN9kdScgts+b9HeRAC6NfIm0MOpSvpWomXL4L77UP32m6HNxwd27VIW7aUZbff9ySfKDnqPPWZoU6lMS7wJIYQQQlQxCZitXPM67rSo405BkZalUedv6xxNkZbf9p0D4P4OwVXTsaIiWL8e3npL+X+9/fth0SJsjLck9/FRUipOnQIPD0O7vz84VWMwL4QQQghRAgtc6SXKalS7II6cz2DRnkQe6hJ6y01M1h27yJXsfHzc1JWXjpGaCpcvm+YQDx+uzBAPHgwREUrbkCGgVqPt2RNSUgzHjhhROf0QQgghhKhkMsNcAwxtHYiTvS2xl7I5kJh2y+MX7lHSMe5tWxd723K+BHQ6w////jt4eZmmTtjawj33wJgxSh6yXrt28Npr6Dp0KN99hRBCCCGqmQTMNYCboz2DWgYA8Oues6Uem5CSw9bYK6hUMLpdOdIx3nhDWYy3bJmhrVUr5b9ZWaaVLubOhV9+UTYJEUIIIYSwUhIw1xCj2wcBsPzQBc5czr7pce+uOg5A90Y+BHk63/yCOTlKJYoXXjBtv3wZ4uOVnfX0GjVSKlccOKBsKCKEEEIIUYNIdFNDtAmuTbdG3hQUanl5yRG0Wt0Nx/xzNIl/oy9iZ6PilQGNTb+ZlAQnTxoea7Xw8MPw6adKgKz3xBPwzz8wY4ahTaUCXwup5SyEEEIIUckkYK4hVCoV7w5rgbODLXviU/lld4LJ9zOuanjjr2gAnujRgMb+tQzfnDULAgPh5ZcNbW5u8NBD8NJLpjnIrVopW07XMjpfCCGEEKIGk4C5BgnydGZqX6VKxfurT7D55GV0Oh3n06/y3KIoLmXlM+PA70x+fjhs3Wo4MSJCmSXOvi6VY84ceP99qFu3Gp+FEEIIIYRlkbJyNcy4TqGsPJLE/jNXmPm/n4jSXGRWw17kF2qxs1ExyD4dm+PHYONG6NZNOaltW6XEW+3a5u28EEIIIYQFkoC5JsnLw8bRke/GteXHxVt57qMXKVLZ8MOzkbRqEswbg5riFVcLHhwLvXoZzrOzk2BZCCGEEOImJGCuCX77Tck/vusumDMHD2cHnnvwTjSzO3LW0Z2vB9Sja+92yoYmdbqau7dCCCGEEFZFAmZrs3cvrFgBDz4IoaFKm6srxMXB5s0mh9rv3kl9oH61d1IIIYQQouaQRX+W7vqFeC+9BG+9BX//bWjr0QNWroT9+6u3b0IIIYQQ/wEyw2ypLl6EwYMhJkbZLMTBQWkfOVLZhrqxUR1lFxcYMMA8/RRCCCGEqOEkYLYEKSmwejWo1UpADODjAwkJkJmp7KDXsaPS/uSTypcQQgghhKgWEjCbg06n7KRna6s8XrECJkyANm0MAbONDfzxBzRsCAEBZuuqEEIIIcR/neQwV7f334eQEFiyxNDWrx+0bg39+yuBtF63bhIsCyGEEEKYWY0KmENDQ1GpVCZfLxtv91wCnU7H9OnTCQwMxMnJiZ49exIdHV05HbpyBRYvVmaU9VJT4exZZZGenp8fREXB228rM8tCCCGEEMJi1LiUjLfeeotHH320+LGrq2upx3/44Yd8+umnzJ8/n7CwMN5++2169+5NTEwMbm5u5e9Ifr5S9i0nB5o2hRYtlPaHH4bu3eHOO8t/bSGEEEIIUW1q3HSmm5sb/v7+xV+lBcw6nY6ZM2fy6quvMnz4cJo3b86PP/5Ibm4uCxcuLPO9baZMMTxQq5Xd9Fq3hrQ0Q3t4OAwaBE5OZb6+EEIIIYSofjVuhvmDDz7gf//7H0FBQYwcOZIpU6bgoC/Jdp24uDiSk5Pp06dPcZtaraZHjx7s2LGDxx9/vMTz8vPzyc/PL36cmZkJgM0vv6D55BNlIxGAX39VAmcAjaYSnl3Nobk2HhoZlzKRcSs7GbPykXErOxmz8pFxKzsZs/KpyHipdDrjBFvr9tlnn9GmTRtq167Nnj17eOWVVxg6dCjff/99icfv2LGDLl26cP78eQIDA4vbH3vsMRISEvj3339LPG/69OnMmDHjhvb1zz1HTteuaO3tK+cJCSGEEEKISpGbm8uYMWPIyMigVq1aZTrX4gPmmwWnxvbu3Uvbtm1vaF+yZAn33HMPV65cwcvL64bv6wPmCxcuEGBUjeLRRx/l7Nmz/PPPPyXer6QZ5qCgIJKSkkq8j7iRRqNh7dq19O7dG3t5g3HbZNzKTsasfGTcyk7GrHxk3MpOxqx8UlJSCAgIKFfAbPEpGU8//TSjR48u9ZjQ0NAS2zte2+zj1KlTJQay/v7+ACQnJ5sEzJcuXcLPz++m91Or1aj1qRZG7O3t5YVbRjJm5SPjVnYyZuUj41Z2MmblI+NWdjJmZVORsbL4gNnb2xtvb+9ynRsVFQVgEgwbq1evHv7+/qxdu5aIiAgACgoK2Lx5Mx988EH5OiyEEEIIIWqUGlMlY+fOnXz22WccPHiQuLg4fvvtNx5//HGGDBlCcHBw8XGNGzdm6dKlAKhUKiZNmsS7777L0qVLOXr0KBMmTMDZ2ZkxY8aY66kIIYQQQggLYvEzzLdLrVazePFiZsyYQX5+PiEhITz66KNMnTrV5LiYmBgyMjKKH0+dOpWrV6/y1FNPkZaWRocOHVizZk3FajALIYQQQogao8YEzG3atGHXrl23PO76NY4qlYrp06czffr0KuqZEEIIIYSwZjUmJUMIIYQQQoiqIAGzEEIIIYQQpZCAWQghhBBCiFJIwCyEEEIIIUQpJGAWQgghhBCiFBIwCyGEEEIIUQoJmIUQQgghhCiFBMxCCCGEEEKUQgJmIYQQQgghSiEBsxBCCCGEEKWQgFkIIYQQQohSSMAshBBCCCFEKSRgFkIIIYQQohQSMAshhBBCCFEKCZiFEEIIIYQohQTMQgghhBBClEICZiGEEEIIIUohAbMQQgghhBClkIBZCCGEEEKIUkjALIQQQgghRCkkYBZCCCGEEKIUEjALIYQQQghRCgmYhRBCCCGEKIUEzEIIIYQQQpRCAmYhhBBCCCFKIQGzEEIIIYQQpZCAWQghhBBCiFLUmIB506ZNqFSqEr/27t170/MmTJhww/EdO3asxp4LIYQQQghLZmfuDlSWzp07k5SUZNL2+uuvs27dOtq2bVvquf369WPevHnFjx0cHKqkj0IIIYQQwvrUmIDZwcEBf3//4scajYbly5fz9NNPo1KpSj1XrVabnCuEEEIIIYRejQmYr7d8+XKuXLnChAkTbnnspk2b8PX1xcPDgx49evDOO+/g6+t70+Pz8/PJz88vfpyZmQkoQbpGo6lw3/8L9OMk41U2Mm5lJ2NWPjJuZSdjVj4ybmUnY1Y+FRkvlU6n01ViXyzGgAEDAFi1alWpxy1evBhXV1dCQkKIi4vj9ddfp7CwkP3796NWq0s8Z/r06cyYMeOG9oULF+Ls7FzxzgshhBBCiEqVm5vLmDFjyMjIoFatWmU61+ID5psFp8b27t1rkqd87tw5QkJC+O233xgxYkSZ7peUlERISAiLFi1i+PDhJR5T0gxzUFAQSUlJeHl5lel+/1UajYa1a9fSu3dv7O3tzd0dqyHjVnYyZuUj41Z2MmblI+NWdjJm5ZOSkkJAQEC5AmaLT8l4+umnGT16dKnHhIaGmjyeN28eXl5eDBkypMz3CwgIICQkhNjY2Jseo1arS5x9tre3lxduGcmYlY+MW9nJmJWPjFvZyZiVj4xb2cmYlU1FxsriA2Zvb2+8vb1v+3idTse8efMYN25cuQYmJSWFs2fPEhAQUOZzhRBCCCFEzVNj6jDrbdiwgbi4OB5++OESv9+4cWOWLl0KQHZ2Ni+++CI7d+4kPj6eTZs2MXjwYLy9vRk2bFh1dlsIIYQQQlgoi59hLqu5c+fSuXNnmjRpUuL3Y2JiyMjIAMDW1pYjR47w008/kZ6eTkBAAL169WLx4sW4ublVZ7eFEEIIIYSFqnEB88KFC0v9vvEaRycnJ/7999+q7pIQQgghhLBiNS4lQwghhBBCiMokAbMQQgghhBClkIBZCCGEEEKIUkjALIQQQgghRCkkYBZCCCGEEKIUEjALIYQQQghRCgmYhRBCCCGEKIUEzEIIIYQQQpRCAmYhhBBCCCFKIQGzEEIIIYQQpZCAWQghhBBCiFJIwCyEEEIIIUQpJGAWQgghhBCiFBIwCyGEEEIIUQoJmIUQQgghhCiFBMxCCCGEEEKUQgJmIYQQQgghSiEBsxBCCCGEEKWQgFkIIYQQQohSSMAshBBCCCFEKSRgFkIIIYQQohQSMAshhBBCCFEKCZiFEEIIIYQohQTMQgghhBBClEICZiGEEEIIIUohAbMQQgghhBClkIBZCCGEEEKIUkjALIQQQgghRCmsJmB+55136Ny5M87Oznh4eJR4TGJiIoMHD8bFxQVvb2+effZZCgoKSr1ufn4+zzzzDN7e3ri4uDBkyBDOnTtXBc9ACCGEEEJYI6sJmAsKChg5ciRPPvlkid8vKipi4MCB5OTksG3bNhYtWsSSJUt44YUXSr3upEmTWLp0KYsWLWLbtm1kZ2czaNAgioqKquJpCCGEEEIIK2Nn7g7crhkzZgAwf/78Er+/Zs0ajh07xtmzZwkMDATgk08+YcKECbzzzjvUqlXrhnMyMjKYO3cuP//8M3fddRcACxYsICgoiHXr1tG3b9+qeTJCCCGEEMJqWE3AfCs7d+6kefPmxcEyQN++fcnPz2f//v306tXrhnP279+PRqOhT58+xW2BgYE0b96cHTt23DRgzs/PJz8/v/hxRkYGAKmpqZX1dGo8jUZDbm4uKSkp2Nvbm7s7VkPGrexkzMpHxq3sZMzKR8at7GTMykcfp+l0ujKfW2MC5uTkZPz8/EzaateujYODA8nJyTc9x8HBgdq1a5u0+/n53fQcgPfee694xttYWFhYOXouhBBCCCGqS0pKCu7u7mU6x6wB8/Tp00sMPI3t3buXtm3b3tb1VCrVDW06na7E9tLc6pxXXnmFyZMnFz9OT08nJCSExMTEMv8D/FdlZmYSFBTE2bNnS0yXESWTcSs7GbPykXErOxmz8pFxKzsZs/LJyMggODgYT0/PMp9r1oD56aefZvTo0aUeExoaelvX8vf3Z/fu3SZtaWlpaDSaG2aejc8pKCggLS3NZJb50qVLdO7c+ab3UqvVqNXqG9rd3d3lhVtGtWrVkjErBxm3spMxKx8Zt7KTMSsfGbeykzErHxubste8MGvA7O3tjbe3d6Vcq1OnTrzzzjskJSUREBAAKAsB1Wo1kZGRJZ4TGRmJvb09a9eu5d577wUgKSmJo0eP8uGHH1ZKv4QQQgghhHWzmrJyiYmJHDx4kMTERIqKijh48CAHDx4kOzsbgD59+tC0aVMeeOABoqKiWL9+PS+++CKPPvpo8buv8+fP07hxY/bs2QMoM8IPP/wwL7zwAuvXrycqKoqxY8fSokWL4qoZQgghhBDiv81qFv298cYb/Pjjj8WPIyIiANi4cSM9e/bE1taWlStX8tRTT9GlSxecnJwYM2YMH3/8cfE5Go2GmJgYcnNzi9s+++wz7OzsuPfee7l69Sp33nkn8+fPx9bW9rb7plarefPNN0tM0xAlkzErHxm3spMxKx8Zt7KTMSsfGbeykzErn4qMm0pXntoaQgghhBBC/EdYTUqGEEIIIYQQ5iABsxBCCCGEEKWQgFkIIYQQQohSSMAshBBCCCFEKSRgrqBvvvmGevXq4ejoSGRkJFu3bjV3lyzeli1bGDx4MIGBgahUKpYtW2buLlm09957j3bt2uHm5oavry933303MTEx5u6WxZs1axYtW7YsLuzfqVMnVq9ebe5uWZX33nsPlUrFpEmTzN0VizZ9+nRUKpXJl7+/v7m7ZfHOnz/P2LFj8fLywtnZmdatW7N//35zd8uihYaG3vBaU6lUTJw40dxds1iFhYW89tpr1KtXDycnJ+rXr89bb72FVqst03UkYK6AxYsXM2nSJF599VWioqLo1q0b/fv3JzEx0dxds2g5OTm0atWKr776ytxdsQqbN29m4sSJ7Nq1i7Vr11JYWEifPn3Iyckxd9csWt26dXn//ffZt28f+/bt44477mDo0KFER0ebu2tWYe/evcyZM4eWLVuauytWoVmzZiQlJRV/HTlyxNxdsmhpaWl06dIFe3t7Vq9ezbFjx/jkk0/w8PAwd9cs2t69e01eZ2vXrgVg5MiRZu6Z5frggw+YPXs2X331FcePH+fDDz/ko48+4ssvvyzTdaSsXAV06NCBNm3aMGvWrOK2Jk2acPfdd/Pee++ZsWfWQ6VSsXTpUu6++25zd8VqXL58GV9fXzZv3kz37t3N3R2r4unpyUcffcTDDz9s7q5YtOzsbNq0acM333zD22+/TevWrZk5c6a5u2Wxpk+fzrJlyzh48KC5u2I1Xn75ZbZv3y6fylbQpEmTWLFiBbGxsahUKnN3xyINGjQIPz8/5s6dW9w2YsQInJ2d+fnnn2/7OjLDXE4FBQXs37+fPn36mLT36dOHHTt2mKlX4r8gIyMDUII/cXuKiopYtGgROTk5dOrUydzdsXgTJ05k4MCBsuNpGcTGxhIYGEi9evUYPXo0Z86cMXeXLNry5ctp27YtI0eOxNfXl4iICL777jtzd8uqFBQUsGDBAh566CEJlkvRtWtX1q9fz8mTJwE4dOgQ27ZtY8CAAWW6jtXs9Gdprly5QlFREX5+fibtfn5+JCcnm6lXoqbT6XRMnjyZrl270rx5c3N3x+IdOXKETp06kZeXh6urK0uXLqVp06bm7pZFW7RoEQcOHGDv3r3m7orV6NChAz/99BNhYWFcvHiRt99+m86dOxMdHY2Xl5e5u2eRzpw5w6xZs5g8eTLTpk1jz549PPvss6jVasaNG2fu7lmFZcuWkZ6ezoQJE8zdFYv20ksvkZGRQePGjbG1taWoqIh33nmH++67r0zXkYC5gq5/V6fT6eSdnqgyTz/9NIcPH2bbtm3m7opVCA8P5+DBg6Snp7NkyRLGjx/P5s2bJWi+ibNnz/Lcc8+xZs0aHB0dzd0dq9G/f//i/2/RogWdOnWiQYMG/Pjjj0yePNmMPbNcWq2Wtm3b8u677wIQERFBdHQ0s2bNkoD5Ns2dO5f+/fsTGBho7q5YtMWLF7NgwQIWLlxIs2bNOHjwIJMmTSIwMJDx48ff9nUkYC4nb29vbG1tb5hNvnTp0g2zzkJUhmeeeYbly5ezZcsW6tata+7uWAUHBwcaNmwIQNu2bdm7dy+ff/453377rZl7Zpn279/PpUuXiIyMLG4rKipiy5YtfPXVV+Tn52Nra2vGHloHFxcXWrRoQWxsrLm7YrECAgJueOPapEkTlixZYqYeWZeEhATWrVvHn3/+ae6uWLwpU6bw8ssvM3r0aEB5U5uQkMB7771XpoBZcpjLycHBgcjIyOIVqnpr166lc+fOZuqVqIl0Oh1PP/00f/75Jxs2bKBevXrm7pLV0ul05Ofnm7sbFuvOO+/kyJEjHDx4sPirbdu23H///Rw8eFCC5duUn5/P8ePHCQgIMHdXLFaXLl1uKI958uRJQkJCzNQj6zJv3jx8fX0ZOHCgubti8XJzc7GxMQ13bW1ty1xWTmaYK2Dy5Mk88MADtG3blk6dOjFnzhwSExN54oknzN01i5adnc2pU6eKH8fFxXHw4EE8PT0JDg42Y88s08SJE1m4cCF//fUXbm5uxZ9quLu74+TkZObeWa5p06bRv39/goKCyMrKYtGiRWzatIl//vnH3F2zWG5ubjfkxru4uODl5SU586V48cUXGTx4MMHBwVy6dIm3336bzMzMMs1e/dc8//zzdO7cmXfffZd7772XPXv2MGfOHObMmWPurlk8rVbLvHnzGD9+PHZ2EsbdyuDBg3nnnXcIDg6mWbNmREVF8emnn/LQQw+V7UI6USFff/21LiQkROfg4KBr06aNbvPmzebuksXbuHGjDrjha/z48ebumkUqaawA3bx588zdNYv20EMPFf9s+vj46O68807dmjVrzN0tq9OjRw/dc889Z+5uWLRRo0bpAgICdPb29rrAwEDd8OHDddHR0ebulsX7+++/dc2bN9ep1Wpd48aNdXPmzDF3l6zCv//+qwN0MTEx5u6KVcjMzNQ999xzuuDgYJ2jo6Oufv36uldffVWXn59fputIHWYhhBBCCCFKITnMQgghhBBClEICZiGEEEIIIUohAbMQQgghhBClkIBZCCGEEEKIUkjALIQQQgghRCkkYBZCCCGEEKIUEjALIYQQQghRCgmYhRBCCCGEKIUEzEIIUQNs2rQJlUpFenq6We6/YcMGGjdujFarveWxK1asICIi4raOFUIISyABsxBCWJmePXsyadIkk7bOnTuTlJSEu7u7Wfo0depUXn31VWxsbv1nZdCgQahUKhYuXFgNPRNCiIqTgFkIIWoABwcH/P39UalU1X7vHTt2EBsby8iRI2/7nAcffJAvv/yyCnslhBCVRwJmIYSwIhMmTGDz5s18/vnnqFQqVCoV8fHxN6RkzJ8/Hw8PD1asWEF4eDjOzs7cc8895OTk8OOPPxIaGkrt2rV55plnKCoqKr5+QUEBU6dOpU6dOri4uNChQwc2bdpUap8WLVpEnz59cHR0LG47dOgQvXr1ws3NjVq1ahEZGcm+ffuKvz/k/+3dOUhjaxjG8UfOVTEIChoVRdzwuGCTUtBCENRGcEcjqSxtXBsLl0Kw1EKxSmFhKq1cOsUF3BEEQSEaxcYdEVwQzRSXCZM7mjt3JjrX4f/rzpf3O+c9p3r4+M5JebnW1tZ0cHAQ1OcDAO/hr9/dAADgxw0ODmp/f195eXnq6+uTJFmtVnk8nu9q7+7uNDQ0JJfLpdvbW1VWVqqyslLR0dGanp7WwcGBqqqqVFBQoLq6Okl/r/x6PB65XC4lJiZqcnJSpaWl2tnZUWZm5qs9LSwsqL6+3m/MbrfLZrNpZGREhmFoe3tboaGhvt9TUlIUFxenxcVFpaenB+npAMD7IDADwCcSFRWlsLAwWSwWJSQkBKx9enrSyMiIMjIyJEnV1dUaGxvT6empIiMjlZubq6KiIs3Nzamurk5ut1vj4+M6OTlRYmKiJKm9vV2zs7NyOp3q7+9/9Toej8dX/9Xx8bE6OjqUnZ0tSa+G7aSkpFeDPgD83xCYAeAPZbFYfGFZkuLj45WamqrIyEi/sbOzM0nS1taWvF6vTNP0O8/j46NiYmLevM79/b3fdgxJam1tVVNTk8bGxlRcXKyamhq/XiQpIiJCd3d3P31/APBRCMwA8If6dguEJIWEhLw69vXzbi8vLzIMQ5ubmzIMw6/u25D9T7Gxsbq+vvYb6+npUUNDg6ampjQzM6Pu7m65XC5VVFT4aq6urmS1Wn/q3gDgIxGYAeCTCQsL83tRL1hsNpuen591dnamwsLC/zRvd3f3u3HTNGWaplpaWlRfXy+n0+kLzA8PD3K73bLZbEHrHwDeC1/JAIBPJjU1Vaurq/J4PLq4uAjaH4CYpim73S6Hw6GJiQkdHh5qfX1dAwMDmp6efnNeSUmJlpaWfMf39/dqbm7W/Py8jo6OtLy8rPX1deXk5PhqVlZWFB4ervz8/KD0DgDvicAMAJ9Me3u7DMNQbm6urFarjo+Pg3Zup9Mph8OhtrY2ZWVlqby8XKurq0pOTn5zTmNjo3Z3d7W3tydJMgxDl5eXcjgcMk1TtbW1KisrU29vr2/O+Pi47Ha7LBZL0HoHgPcS4vV6vb+7CQDA59bZ2ambmxuNjo7+a+35+bmys7O1sbGhtLS0D+gOAH4NK8wAgF/W1dWllJSUH9pbfXh4qOHhYcIygE+DFWYAAAAgAFaYAQAAgAAIzAAAAEAABGYAAAAgAAIzAAAAEACBGQAAAAiAwAwAAAAEQGAGAAAAAiAwAwAAAAEQmAEAAIAAvgDoVh2rKadpMwAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 800x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fn = 1.0                 # natural vibration frequency (1 cycle per second = Hz)\n",
    "wn = 2*np.pi*fn          # conversion to rad/s\n",
    "zt = 0.05                # damping ratio of 3% of the critical (try changing this)\n",
    "u0 = 5.                  # initial displacement of 1 meter\n",
    "v0 = 0.                  # oscillation starts from rest \n",
    "\n",
    "Td = 8.                  # time series duration (s)\n",
    "fs = 32.                 # sampling rate (Hz), fs = 1/dt (dt is the time step)\n",
    "\n",
    "t  = np.linspace(0, Td, int(fs*Td))\n",
    "\n",
    "wD = wn*np.sqrt(1 - zt**2)\n",
    "\n",
    "e  = np.exp(-zt*wn*t)\n",
    "uD = e*(u0*np.cos(wD*t) + ((v0 + zt*wn*u0)/wD)*np.sin(wD*t))\n",
    "\n",
    "plt.figure(2, figsize=(8, 4), clear=True)\n",
    "plt.plot(t, uD)\n",
    "plt.plot(t, u0*e, 'r:', t, -u0*e, 'r:')\n",
    "\n",
    "plt.xlim(  0, Td);  plt.xlabel('time (s)') \n",
    "plt.ylim(-10, 10);  plt.ylabel('u(t)') \n",
    "\n",
    "plt.grid(True) \n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "It can be observed that the exponential envelope causes the undamped response to have\n",
    "its amplitude decreased along time. Try changing the damping ratio in the script above\n",
    "to see how this affect the response (but it must always be within the range $0 < \\zeta < 1$).\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 4. Damping ratio estimation <a name=\"section_4\"></a> \n",
    "\n",
    "As we did for the undamped response, the damped response in free vibration can be put in\n",
    "the form:\n",
    "\n",
    "$$ u(t) = u_{\\rm max} e^{- \\zeta \\omega_{\\rm n} t} \\cos ( \\omega_{\\rm D}t - \\theta ) $$\n",
    "\n",
    "with:\n",
    "\n",
    "\\begin{align*}\n",
    " u_{\\rm max} &=  \\sqrt{u_0^2 + \n",
    "                 \\left( \\frac{v_0 + \\zeta \\omega_{\\rm n} u_0} {\\omega_{\\rm D}} \\right) ^2} \\\\ \\\\\n",
    " \\theta      &=  \\arctan \\left( \\frac{v_0 + \\zeta \\omega_{\\rm n} u_0}{\\omega_{\\rm D} u_0 }\\right)\n",
    "\\end{align*}\n",
    "\n",
    "Now we calculate the amplitude ratio at two time instants where the cosine\n",
    "function reaches its maximum, which are $N$ vibration cycles apart, what gives:\n",
    "\n",
    "$$ \\frac{u(t)}{u(t + N T_{\\rm n})} = \n",
    "   \\frac{\\exp \\left[ - \\zeta \\omega_{\\rm n}  t                \\right]}\n",
    "        {\\exp \\left[ - \\zeta \\omega_{\\rm n} (t + N T_{\\rm n}) \\right]} = \n",
    "         \\exp \\left( - \\zeta \\omega_{\\rm n} N T_{\\rm n}       \\right)  =\n",
    "         \\exp \\left( - 2 \\pi \\zeta N  \\right) $$ \n",
    "\n",
    "<img src=\"images/zeta_estimation1.jpg\" alt=\"zeta estimation\" width=\"480px\"/>  <br>\n",
    "\n",
    "Making $u(t) = u_i$, $u(t + N T_{\\rm n}) = u_{i+N}$, taking natural logarithms \n",
    "and isolating $\\zeta$ finally gives:\n",
    "\n",
    "$$ \\zeta = \\frac {\\log (u_i \\, / \\, u_{i+N})}{2 \\pi N} $$\n",
    "\n",
    "This formula is exemplified in the figure below with the output of a real accelerometer.\n",
    "It is important to emphasize that the estimator presented above is valid no matter\n",
    "which kinemactic parameter is used for the amplitude ratio (displacement, velocity or\n",
    "acceleration), for they are related by a constant that will cancel upon division.\n",
    "\n",
    "<img src=\"images/zeta_estimation2.jpg\" alt=\"zeta estimation\" width=\"480px\"/>  <br>\n",
    "\n",
    "Applying the formula gives:\n",
    "\n",
    "$$ \\zeta = \\frac{\\ln (0.52 \\, / \\, 0.31)}{2 \\pi \\cdot 8} \\approx 1\\% $$\n",
    "\n",
    "A usefull rule for estimating $\\zeta$ without much effort is to count the number\n",
    "of cycles necessary for the amplitude to be reduced to half. In this case:\n",
    "\n",
    "$$ \\zeta = \\frac{\\ln (2 \\, / \\, 1)}{2 \\pi \\,N} \\approx \\frac{1}{9N} $$\n",
    "\n",
    "The ```MRPy``` module provides a more sophisticated tool for estimating all \n",
    "parameters of a free damped response function available as a time series. \n",
    "This is exemplifyed below using the same the $u(t)$ function from the previous example.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fn = 2.0                 # natural vibration frequency (1 cycle per second = Hz)\n",
    "wn = 2*np.pi*fn          # conversion to rad/s\n",
    "zt = 0.03                # damping ratio of 1% of the critical (try changing this)\n",
    "u0 = 5.                  # initial displacement of 1 meter\n",
    "v0 = 0.                  # oscillation starts from rest \n",
    "\n",
    "Td = 8.                  # time series duration (s)\n",
    "fs = 64.                 # sampling rate (Hz), fs = 1/dt (dt is the time step)\n",
    "\n",
    "t  = np.linspace(0, Td, int(fs*Td))\n",
    "\n",
    "wD = wn*np.sqrt(1 - zt**2)\n",
    "e  = np.exp(-zt*wn*t)\n",
    "uD = e*(u0*np.cos(wD*t) + ((v0 + zt*wn*u0)/wD)*np.sin(wD*t) + 0.2*u0*np.cos(0.7*wD*t)) \n",
    "\n",
    "plt.figure(2, figsize=(8, 4), clear=True)\n",
    "plt.plot(t, uD)\n",
    "plt.plot(t, u0*e, 'r:', t, -u0*e, 'r:')\n",
    "\n",
    "plt.xlim(  0, Td);  plt.xlabel('time (s)') \n",
    "plt.ylim(-10, 10);  plt.ylabel('u(t)') \n",
    "\n",
    "plt.grid(True) \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'numpy.ndarray'> \t (512,) \n",
      "\n",
      " fs = 64.0Hz\n",
      " Td = 8.0s\n",
      "\n",
      " NX = 1\n",
      " N  = 512\n",
      " M  = 257\n",
      "\n"
     ]
    }
   ],
   "source": [
    "print(type(uD), '\\t', uD.shape, '\\n')\n",
    "\n",
    "uD = MRPy(uD, fs=fs)                # converting numpy to MRPy object      \n",
    "\n",
    "uD.printAttrib()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Amplitude:     5.16m  \n",
      "Frequency:     2.01Hz \n",
      "Damping ratio: 3.12%  \n",
      "Phase:         0.12rad\n"
     ]
    },
    {
     "data": {
      "image/png": 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vvrlpm4WFBbNnz2b27Nl3PN+ECROYMGHCTdtee+218gduQjIjQAghhBBCCCGEeIBIIkAIIYQQQgghhHiASCJACCGEEEIIIYR4gEgiQAghhBBCCCGEeIBIIkAIIYQQQgghBABardbUIYgbGOp6SCJACCGEEEIIIR5wFhYWAOTl5Zk4EnGj0utRen30RdoHCiGEEEIIIcQDTqlU4uzsTFJSEgC2trYoFAoTR/Xg0mq15OXlkZSUhLOzM0qlUq/jSyJACCGEEEIIIQTe3t4AZckAYXrOzs5l10WfalQiICAggNjY2Fu2v/jiiyxcuPCW7WFhYfTo0eOW7eHh4TRs2NAgMQohhBBCCCFEVaRQKPDx8cHT0xOVSmXqcB54FhYWep8JUKpGJQKOHDmCWq0u+/rs2bP07t2bxx9//K7HRURE4OjoWPa1h4eHwWIUQgghhBBCiKpMqVQa7AZUVA01KhHw3xv4Dz74gKCgILp163bX4zw9PXF2dr7v8xQWFlJYWFj2dVZWFgAqlUoyZzVA6TWUa1kzyPWseeSa1ixyPWsWuZ41i1zPmkeuac1Smeuo0NbQ/hBFRUX4+voydepU3nrrrdvuU7o0ICAggIKCAkJDQ5k5c+ZtlwvcaNasWcyePfuW7StWrMDW1lYv8QshhBBCCCGEEHeSl5fHyJEjyczMvGmG+/2osYmA33//nZEjRxIXF4evr+9t94mIiGD37t20atWKwsJCfvrpJ7799lvCwsLo2rXrHce+3YwAf39/EhIScHNz0/trEcalUqnYtm0bvXv31nubDmF8cj1rHrmmNYtcz5pFrmfNItez5pFrWrOkpqbi4+NToURAjVoacKNFixbRv3//OyYBABo0aECDBg3Kvu7QoQNXrlzh448/vmsiwMrKCisrq1u2W1hYyA9UDSLXs2aR61nzyDWtWeR61ixyPWsWuZ41j1zTmqEy19BMj3FUGbGxsWzfvp1nnnmm3Me2b9+eyMhIA0QlhBBCCCGEEEKYXo1MBCxZsgRPT08efvjhch974sQJfHx8DBCVEEIIIYQQQghhejVuaYBGo2HJkiWMHTsWc/ObX96MGTO4du0ay5cvB2DBggUEBATQqFEjioqK+Pnnn1m9ejWrV682RehCCCGEEEIIIYTB1bhEwPbt24mLi2PChAm3fC8hIYG4uLiyr4uKipg2bRrXrl3DxsaGRo0asWHDBgYMGGDMkIUQQgghhBBCCKOpcYmAPn36cKdGCEuXLr3p6+nTpzN9+nQjRCWEEEIIIYQQQlQNNbJGgBBCCCGEEEIIIW5PEgFCCCGEEEIIIcQDRBIBQgghhBBCCCHEA0QSAUIIIYQQQgghxANEEgFCCCGEEEIIIcQDRBIBQgghhBBCCCHEA0QSAUIIIYQQQgghxANEEgFCCCGEEEIIIcQDRBIBQgghhBBCCCHEA0QSAUIIIYQQQgghxANEEgFCCCGEEEIIIcQDRBIBQgghhBBCCCHEA0QSAUIIIYQQQgghxANEEgFCCCGEEEIIIcQDRBIBQgghhBBCCCHEA0QSAUIIIYQQQgghxANEEgFCCCGEEEIIIcQDRBIBQgghhBBCCCHEA0QSAUIIIYQQQgghxANEEgFCCCGEEEIIIcQDRBIBQgghhBBCCCHEA0QSAUIIIYQQQgghxANEEgFCCCGEEEIIIcQDRBIBQgghhBBCCCHEA0QSAUIIIYQQQgghxANEEgFCCCGEEEIIIcQDRBIBeqTRaE0dghBCCCGEEEIIcVeSCNCjXw5fMXUIQgghhBBCCCHEXUkiQI++3BnF+fgsU4chhBBCCCGEEELckSQC9Eil1jJ3Y7ipwxBCCCGEEEIIIe5IEgF6djgmjQKV2tRhCCGEEEIIIYQQtyWJAD1ys7OgqFjDySsZpg5FCCGEEEIIIYS4LUkE6FHrOi4AHLqcZuJIhBBCCCGEEEKI25NEgB61quMMwMHLqaYNRAghhBBCCCGEuANJBOhRq9rOAByPS5c6AUIIIYQQQgghqiRJBOhRXXc73O0tKSzWcErqBAghhBBCCCGEqIIkEaBHCoWCdoFuAByKljoBQgghhBBCCCGqHkkE6FkLf2cALiRmmTYQIYQQQgghhBDiNiQRoGdBnvYARCXlmjgSIYQQQgghhBDiVpII0LNgD10iIDolF7VGa+JohBBCCCGEEEKIm0kiQM98nW2wMjejSK3hanqeqcMRQgghhBBCCCFuIokAPVOaKajrbgfA5WRZHiCEEEIIIYQQomqRRIABBJUsD4hKzjFxJEIIIYQQQgghxM0kEWAAQR66GQGSCBBCCCGEEEIIUdVIIsAAyjoHyNIAIYQQQgghhBBVjCQCDKB0acBlmREghBBCCCGEEKKKqVGJgFmzZqFQKG764+3tfddjdu3aRatWrbC2tiYwMJBvv/22wuc3e+89iIgoKxaYklNERl5RhccTQgghhBBCCCH0rUYlAgAaNWpEQkJC2Z8zZ87ccd/o6GgGDBhAly5dOHHiBG+99RaTJ09m9erVFTq32dq1sGsXdlbm+DhZA7I8QAghhBBCCCFE1WJu6gD0zdzc/J6zAEp9++231K5dmwULFgAQEhLC0aNH+fjjjxk6dGi5z128aRM0bQrolgckZBZwOTmHVnVcyj2WEEIIIYQQQghhCDUuERAZGYmvry9WVla0a9eOuXPnEhgYeNt9Dxw4QJ8+fW7a1rdvXxYtWoRKpcLCwuK2xxUWFlJYWFj2dVZWFgAqT09UKhUAtZx1MwKupOaWbRPVQ+n1kutWM8j1rHnkmtYscj1rFrmeNYtcz5pHrmnNUpnrqNBqtVo9xmJSmzZtIi8vj/r163P9+nX+97//ceHCBc6dO4ebm9st+9evX59x48bx1ltvlW3bv38/nTp1Ij4+Hh8fn9ueZ9asWcyePfuW7StWrMDW1hany5dZbVab9QnWtPPQMDJYo78XKYQQQgghhBDigZeXl8fIkSPJzMzE0dGxXMfWqBkB/fv3L/v/Jk2a0KFDB4KCgli2bBlTp0697TEKheKmr0vzIv/dfqMZM2bcNF5WVhb+/v706NEDz/HjMdu8GfP537GeWigd3RkwoHVlXpYwMpVKxbZt2+jdu/cdZ4WI6kOuZ80j17RmketZs8j1rFnketY8ck1rltTU1AofW6MSAf9lZ2dHkyZNiIyMvO33vb29SUxMvGlbUlIS5ubmt51BUMrKygorK6tbtltYWGDWqBHs2EGduEiwq0ViVqH8kFVTFhYWcu1qELmeNY9c05pFrmfNItezZpHrWfPINa0ZKnMNa1zXgBsVFhYSHh5+xyn+HTp0YNu2bTdt27p1K61bt674X+q770J2NppZswCIz8inBq2+EEIIIYQQQghRzdWoRMC0adPYtWsX0dHRHDp0iGHDhpGVlcXYsWMB3ZT+MWPGlO0/ceJEYmNjmTp1KuHh4SxevJhFixYxbdq0igfh6AhWVniXtA8sUGlIz5NiHEIIIYQQQgghqoYalQi4evUqTz75JA0aNGDIkCFYWlpy8OBB6tSpA0BCQgJxcXFl+9etW5eNGzcSFhZG8+bNef/99/niiy8q1Drwv6zMlXg46JYPxGfkV3o8IYQQQgghhBBCH2pUjYCVK1fe9ftLly69ZVu3bt04fvy4fgP59Vf49VdGujTjc5/2xGfk07iWk37PIYQQQgghhBBCVECNmhFQZZw/D+vX0zbmNCAzAoQQQgghhBBCVB01akZAlTFoELi7cx4/SID4zAJTRySEEEIIIYQQQgCSCDCM1q2hdWvM9kbD3+dlRoAQQgghhBBCiCpDlgYYkG9J5wBJBAghhBBCCCGEqCpkRoChJCZS/9wRglLiiXe0NnU0QgghhBBCCCEEIDMCDOeDDwh6chDDz2zjenYBKrXG1BEJIYQQQgghhBCSCDCYkBC09euTZ22HVgvXs6RgoBBCCCGEEEII05NEgKE8/zyKiAjWPjwegATpHCCEEEIIIYQQogqQRICBeTlaAZCUVWjiSIQQQgghhBBCCEkEGJyHgy4RkJwtMwKEEEIIIYQQQpieJAIM6cUXee/tJ2l5NZyk7BowI0CtNnUEQgghhBBCCCEqSRIBhnTpEl6xkQSlXSW5uicCtm+Hpk1h505TRyKEEEIIIYQQohIkEWBIb73F7s+X809Qm+o/I+D99+H8eVi7Vvd1RgZERZk0JCGEEEIIIYQQ5SeJAEPq3h11376k2jlX/xkB69bB66/DnDmwejXUqgUvvWTqqIQQQgghhBBClJO5qQOo6TxLigVW+xkBLi4wf77u/1u0gLw8iI+H/HywsTFtbEIIIYQQQggh7pvMCDAklQrfk4cYdmY7aTkFqDVaU0ekH4GBcOYMnDolSQAhhBBCCCGEqGYkEWBIKhUuD/fl440LcMzPJjWnGs4KWLMGRo+GjRtv3t64MSgUpolJCCGEEEIIIUSFSSLAkGxtoVs3Dga1xL4ov3ouD1izBn75BfbupUCl5u/T8bz2+ykW7rz07z7aGjLTQQghhBBCCCEeAFIjwNDCwnj/iz1cjc+qngUDX3oJ6tRBO3gwo388xNHY9LJv9V3zA8Hb/oS5c2HIEBMGKYQQQgghhBDifsmMACPwKCkYWC0TAR06wP/9H3ucAjgam46NhZL2ga4AnD5yASIiYO9eEwcphBBCCCGEEOJ+SSLACP7tHFBg4kgqbvG+aABGtPFn8bg21HK2YVFIT1bP/hpmzjRxdEIIIYQQQggh7pcsDTC0deuYNv1NmjsGENHhY1NHUz5hYWBnR5RnAGERySgUMK5jALaW5rzzSAgTM/L5P4Ulg51dUJo6ViGEEEIIIYQQ90VmBBhacTGe0RHUT4mrfsUCJ02Ctm058OMqAHo29CLA3U73/yFeOFibk5ZbxOmrGSYMUgghhBBCCCFEeUgiwNC6dOHw17/w+oAp1atGgFYL/v7g6cmfal1NgCfb+pd920JpRtd6HvhnJJL68efw99+milQIIYQQQgghRDlIIsDQvLww69+PaNda1WtGgEIBGzeSFBnLEbU9ZgpoW9f1pl26N/Cg78X99PpyNixZYqJAhRBCCCGEEEKUhyQCjODGrgFardbE0ZTPkZh0UCho6O2Ig7XFTd/r1sCDk74N2BHUhpzW7UwUoRBCCCGEEEKI8pBEgBF4nT3G0DM7cEq9Tk5hsanDKZcjMWnArbMBADwdrCls15Gnh73Hlj4jjR2aEEIIIYQQQogKkESAEVjPeJNPNn5G84QI0nKLTB3O/XniCejQgfzt/wDQOsDltrt1b+ABwJ7IZKOFZnAREdRftQpiY00diRBCCCGEEELonSQCjKFDBw7Xa0WOpS2p1SURsG8fHDxIdFo+AG0Cbp0RANCqji5BcO5KGuTnGy08Q1J+9BEhv/yC+aOP6oomCiGEEEIIIUQNIokAY/jkE/5v8gL21m1Bak41SQRs2cL5z77nrGcgtV1t8XK0vu1ujXydeHXPz6x/awBFH8w3cpCGof76a1Q2NqhnztQVTRRCCCGEEEKIGkQSAUbiZq8rGJiWW006B4SGsrlRN/Isbe64LAB0hRDNHB2wLi4i+9RZIwZoQJaWbFyxAu2wYaaORAghhBBCCCH0ztzUATwo3OwsAUipLjMCgIjELACa1HK6637R/YfQtXZbnh7VnbHGCMwQtFrYuhUeekj3tULx72yACxd0/23Y0DSx6ZlGo+WP41fJylfh7WRNn1BvLM0lJyiEEEIIIcSDQhIBxnDhAtPeGMH43CL+6PS3qaO5tx074Pp1ssMVgCP1PB3uurt/SCBr4tWcuZ5rnPgM4cAB6NcPAgIgPPzf7V9+CZMnw2OPwZo1JgtPnxbvi+Z/G/59jd0beLBkXBsUsgxCCCGEEEKIB4I8BjQGe3u8oiOolxJHenaeqaO5t2++gVGjaHhkFwD1vOzvunvjkhkDZ69lGjw0g4mPBy8v6NIFlMp/t/fqBZaWkJ4ORdVnNsedhCdkMX9zBABd6rljaW5GWEQy605eM3FkQgghhBBCCGORGQHG4OPDnq9+4X/H0/HKVZk6mntr0oS8qwlccPPHwdocTweru+7euJYjPS8dosPOsxS2MsOqS2cjBapHw4bB4MGQlXXz9pAQyMgAGxtTRKVXao2WV387SZFaQ68QL34Y04qvw6L4aEsE7/8dTrf6nriWLGERQgghhBBC1FwyI8AYlErUvXoR4RFASl6xqaO5t/feY8d3q9gf0Jz6Xg73nDLu7WjN0Mh9PHN4LakbthkpSAMwNwfX27RJrAFJAIBDl1O5kJiNg7U5HwxtgkKh4LmugTT0diAtt4gl+6JNHaIQQgghhBDCCCQRYCTuJV0DUqtJ14DIpBwA6nnefVkAgEKhIKZ9d5a0Gsj5Wg0MHZr+qdX3t19xNUji3MVfp+IBeKSpT9n70UJpxgvdgwDYcDoBrVZrsviEEEIIIYQQxiGJACPxijzL0DM7cI++WLVvtkpiu5SUDUDwfSQCADIGDWN2r+fZW6eZwUIzmEcegebNYffu239fq9UtHXBzg+jq+dS8sFjNprOJAAxs5nvT93qGeGFpbsbllFwuJGabIjwhhBBCCCGEEUkiwEhclvzAJxs/o9vFQ2QVVOEny7/+Cp6e9Pv6fQDqed29Y0CpQHc7AKKScwwWmkGo1bBvH5w6BU53aJOoUEBioq5+wD//GDc+Pdl9MYXMfBWeDla0q+t20/fsrczpXt8D0M0KEEIIIYQQQtRskggwEvPWrdgX2JJ4Rw/Scqtw9fmoKEhOpjBH192g/j06BpQK8rRHodWQFRV7/1PtqwKlEiIiYPVqaNz4zvt98AEcOQLjxhktNH36d1mAL0qzW2s+PNzUB4CNZ2R5gBBCCCGEEDWddA0wlkmTeKugMbGpeYzOKaRuyRP0KufVV4nr0INvfzuLvZU53o7W93VYoJstJz9/EqfCXArGXcK6fpCBA9UjHx8YMuTu+3Suhp0QSqg1WsIuJAHwSDOf2+7z3+UBIT6OxgxRCCGEEEIIYUQyI8CISluzpeRU4RkB9vac9Qoiys1f95T/Hh0DSrnaW5Fm70KxwoyE85cMHKRhxGfk88Yfp3ljzVn+ijUjK78atHq8DxcSs8guLMbeypxmfs633cfeypxOQbolA/supRgxOiGEEEIIIYSxSSLAiNzsdJXaq/TSACA2VbcsILAcsxYUCgXvv7aQhq+t4VxgE0OFpn8zZsCSJWgys3hl5Ql+O3qFNSfi2RFvxuy/L9y8b1gYzJ4Nx46ZJNSKOhKdBkDLOi7/LgvIyACN5qb92tTVtU48FptuzPCEEEIIIYQQRiaJAGO5do3/vfMEe7+ZQGpOFW0hWFAA//d/uKxfjUKrwd/FplyHuwbXoVhpzuXkXAMFqGcpKbq1/xMm8OuBaI7EpGNnqeTFboEo0PLX6QR2XUz+d/8ffoBZs2DLFpOFXBFHYnQ39m0DXHQbkpN1XRI++eTfnb75hj6nwwA4GpsudQKEEEIIIYSowSQRYCyOjnhficIvK4nslAxTR3N70dEwcyaPfjMHLQr8XW3LdXigRzXrHFBcDK+9Ru7I0by/T1dMb8aAEF7tFUxXH92N8FtrzpBfVFL8sF8/GDMGmlWfFolarZYjMboZAa0DdE/8Wb4cYmPhm2+gqEh33adPJ3DBXGzRkJxdSFxangmjFkIIIYQQQhiSFAs0FgcHNn22nM/OZNGw+P7W3RuduTk89RQ7L6SAovyJgEaF6bwRthT3Y1bwxM8GClKPvL3h449ZvCOSgm0XaV3HhZFta6NWF/Owv4aIXBuuZeSz5Vwig1vUgqee0v2pRuLS8kjKLsRCqaC5v7Nu49SpEBICDg5gaQleXuDkhNlDD9HS3YK9KWqOxqRTx62KFrQUQgghhBBCVIrMCDCiwm4PcdEjgNT8YlOHcnv16qFeuowpvV8GKHcioK6lihcO/UHP/eur1dTyDWcSABjRxh+zkjX0VkoY0qIWoGupV12VLgto6ueMtYVSt1GhgAEDoEsX3de2thAZCT/+SKPQOgAcjU0zRbhCCCGEEEIII6hRiYB58+bRpk0bHBwc8PT0ZPDgwURERNz1mLCwMBQKxS1/Lly4cNfjKsLNXtc1ILUKdw24nlWASq3FQqm479aBpbybN2JZq4EsbD+cpKwCA0WoR9eucSkhgwuJ2VgoFfQJ9b7p2/0aeQEQdjGZnMIbkjfp6bpie9VAaaHA1qX1Ae7ERlcPolUd3X5HY6RgoBBCCCGEEDVVjUoE7Nq1i5deeomDBw+ybds2iouL6dOnD7m59y5eFxERQUJCQtmfevXq6T0+3+hwhp3ZjtfFM3ofWy80Gq6UrA33dbb5t8L8fbJ0cWLJiFdZ1GYwUVW9YKBWC40aUaeuD3XTrtE52B0nW4ubdmnobU9ddzuKijXsvJCk2/jcc+DqCkuXGj/mCjh9LROAlrVdYO9eaNcOPvvsjvu3scijQ+xpIpNyyMirugkrIYQQQgghRMXVqETA5s2bGTduHI0aNaJZs2YsWbKEuLg4jt1HuzdPT0+8vb3L/iiVSr3H5/XHr3y8cQHtTu2umlPn+/alWZuGPHTpMLXLuSygVOm68ipfbC4lBQoKMFOpuOboycNNfW/ZRaFQ0L+xbpbAprMlywP8/HT/jYoyVqQVVlSs4VJSNgChPo6wYQMcPnzn9oeHD+PSIIiv18/HTKPmfHyWEaM1rBwVnIvPKkt0CSGEEEII8SCr0cUCMzN1T0NdXV3vuW+LFi0oKCggNDSUmTNn0qNHjzvuW1hYSGHhvy0As7J0N0wqlQqVSnXH45QtmrOrbktiHL1JzynAwbpq/fWbx8ZinZZCvoU1tZ2s7/pa7sTf0RKPnHSSouJQtfAxQJR64uxM3OV4xr6/Do2lJT3quZa93hv/2yfEg6/DovjnQhLZeQVYv/ACvPQSODpCBf5+jCkiMRuVWouDtTle9uaoXngBRWAgBAWhvV3sjRtj7upKqmst3HMzOHstgzZ1nIwfuJ7tDE/k3WNK1EcPAjCwqTcfD21SVg9CVD///VkV1Ztcz5pFrmfNItez5pFrWrNU5joqtFXy0XTlabVaBg0aRHp6Onv27LnjfhEREezevZtWrVpRWFjITz/9xLfffktYWBhdu3a97TGzZs1i9uzZt2xfsWIFtrZ3f5I+7ZASlUbBuy2KcSvfEnyDs8jKYufxVDYo/Hgo2JLetcr/1nD6YhHd/1nP2u5DMJsyxgBR6s/hZAW/XFISYK/l1Sbq2+6j1cK7x5RkqRRMblRMkKORg6yEI8kKfr6kJMhBy+TGt399/6XMz+fvFFs2X1XS1kPDqGCNgaM0rKu58MVZJYUaBbbmWvKLQYuCvn4aBvhX79cmhBBCCCEebHl5eYwcOZLMzEwcHct3o1K1Hknr0csvv8zp06fZu3fvXfdr0KABDRo0KPu6Q4cOXLlyhY8//viOiYAZM2YwderUsq+zsrLw9/enR48euLm53fV8H5zfTUJmAc3adqKpX9V72ro45zB5sRn0at+UAU28733Af0TuOop65wasijX0HjDAABHqz/4/zwNX6dksgAH9/n0PqFQqtm3bRu/evbGwsGBj1km2nk/CqlYIA7rUNV3A5XRqUwRciqVjaG0GDAi57+MU56+z+ddTZCudGDCggwEjNKzCYg29F+ylUFNAPUcNqyb1YPP5FN5ce44tV80Y2r0VPRp4mDpMUQH//RkV1Ztcz5pFrmfNItez5pFrWrOkpqZW+NgamQiYNGkSf/31F7t378avdE13ObRv356ff/75jt+3srLCysrqlu0WFhb3/IFysbUkIbOA7CJNlfzhu5KeD0BdD4cKxad98SUaKFvj5GjLgCr4+sq8+iqtTiWyt0Ef2ga2uu1rLb2ebeu6sfV8EieuZOn2W7QI9uyBF1+Etm1NEPz9iUjKAaCxnzMW338Pnp7Qrx84ONz1uCZ+rqDVEnM9C8yUWCirZymR9WeukpBZgJeDFRMa5GKXn8cT7QIIT8xh2YFYFoZdpncjHxQKWSJQXd3P71xRfcj1rFnketYscj1rHrmmNUNlrmH1/IR/B1qtlpdffpk1a9bwzz//ULduxZ7enjhxAh8fA6xvT07m+w/HcmjhGNJzC++9vzGdOYPq/+bS8OR+APwrWCzQ38+NYqU5qblF5N7Ycq8q0WrR/vgjw3euxEZVUNYy705alnz/eFy6rsjj+vWwbBkcOmSMaCtEq9USnqArFBji7QDvvAPDh8P58/c81n/+bI59NZo+Z8OISs4xdKgGodVqWbIvBoBR7fxxLMrDvG1bmDCBV9p4YWluxqmrmRyPyzBpnEIIIYQQQphCjUoEvPTSS/z888+sWLECBwcHEhMTSUxMJD8/v2yfGTNmMGbMv2vXFyxYwLp164iMjOTcuXPMmDGD1atX8/LLL+s/QAcH/BKi8cpJI/d6xadxGMSePVjMfJtRJzdhZ6nExbZi2SVHawucbHTHXkmvohXa1Woip7zN4laPoggKxN3+1tkdN2rs64SluRlpuUVEp+TCyJHw/vvQqZORAi6/pOxC0nKLMFNAfQelLuaOHaFly3seqygqwi0vk5bxFwhPqJ6dA47HpXP+ShqW5maMaO2Hx8mTEBcH27fjevEcg5rpukQs2Rdt2kCFEEIIIYQwgRq1NOCbb74BoHv37jdtX7JkCePGjQMgISGBuLi4su8VFRUxbdo0rl27ho2NDY0aNWLDhg0MMMT6dmtrFr+/mJXRefSjik3FCQ4madBw9uW6UMvFplLTpd/e/zPWV2K5PqAODb0b6zFIPTE358/Og1moasLQoHvXQbA0N6OZnxNHYtI5FptO4PDhRgiyckpb/wV62GPt7AhffXX/B0+cyHferfkk2Y5xCdk81sJAQRrQL2ERbFgymZhej+Bq3oWDHTui3r8f82bNwMaGcfGZrDp2lU1nE0nIzMfHycbUIQshhBBCCGE0NSoRcD8NEJYuXXrT19OnT2f69OkGiuhWme06cTEnkraFVaxieZ8+7HINYdkfp+layZuinse24ZaayPrzEdC1CiYCgKMx6QC0Drj7soBSreq4ciQmneNx6Tze2t+QoenF+ZIn+aE+FWhz0KABDt1tKFp7plrOCChQqbH543capsQStHMNFOo6fGhbtYKSdVSNfJ1oG+DK4Zg01p+K57muQaYMWQghhBBCCKOqUYmA6qB0yn16btXr3ZmYWQCAj2Pl+hoeHzqeQ5HXsbWoel0RANSXo0k6dwmFjfM96wOUKt3vWKwugUBuLkREQGgoWFexPpBAVEmhwPpe9pCQAN7eUI5ZHiE+uoKC1TERcCg6jV9Ce2Jma8OcUe0pvl0rlR07eC4nlsN4sT08SRIBQgghhBDigVKjagRUB3Vjwnn89DYcI86aOpSbFRURX5II8Haq3I1t0oTn+bHtEM4pq2YiIH/adHZ+OYbnj/1FkIf9fR3TrKTV46WkHApUaqhXD1q1gjNnDBlqhZUW+avvZA516ugSAUlJ9318g5RYXt6/kg6Ht5GRV2SoMA1i54UkUChQDX8CxaOP3rrDihXQqxddVi8C4GhMGum51es1CiGEEEIIURmSCDCy+n/+ykebPifk6C5Th/IvrRacnHhzfDc8ctLwqWQiwN9F13GgqhYLzMnKRWWmRF23Lkqz+3tK7uFghaudJRotRF7PgQYNwMMDUlIMHG35abVaopJzAWiQfV13fTUaXbz3yXb/Xqbt+ZmhZ/8pG6s60Gq17IzQJTx6NPS8/U7duoGzM1ahDWnkZYdGC/9cuP8kiRBCCCGEENWdJAKMTNuiBWF1W3HZzt3UofwrNRUKCnDKSifDxqHSMwJqO1vjkZOG4lLUfdVtMLYV0z+j4WtryO7Z576PUSgUNPQumS6fmAWbNumesPfvb6gwKywpu5CcwmKUZgq8O7eBrCzYs6dcSwPo3p0DbXqzsUGnatVCMDY8ho8/f5mxJzfSKcjt9jvVqqW7dosW0bORrk3o9vDrRoxSCCGEEEII05IaAUammTiRcZkNsDQ34z2ttlLV+fXGzQ2Skxn63hpUSgt8nStXLLDW3u0cWTiGU971SPlgFB4Od2/PZ2zhidmozZTU97vDjeIdNPR2ZH9UKhcSsqEKFwwsrQ/g72KDlbkSzG2gYcPyDdK4MZvf/pTfD8TiUo0SAQnfLqbDtfO4WoC99V06c5QUDewV6sUX/1xi18VkClRqrC2URopUCCGEEEII05EZAUbmamcJQFGxhrwitYmjKaFQkO/owjGHWkDlawRYBNRBrTBDqdUQn5Gvjwj16kKirgBeSDkr6jcsKaBXenxVFZWim8p/v/UP7iTIU3d8VFL1WRqwzq8V7/V6nkvPTbmv/Rtrc2hILnlFao7HpRs2OGNKSzN1BEIIIYQQogqTRICR2VgosTTX/bWnV6EibAmZuht2O0slDlaVnCjSrBkjPv+HR8Z9XjZuVZH353reWvQOT57cXDbV/36VtuILT8hCm5ICTz8NjzxiiDArpXRGQD0XSxg+HGbPhsLCco8T5GGPQ2Eu2ZGX9R2iQWi1WrYU2LKs1UC8Rj9+7wPeeQezOrV5KXo3AEeiq2kiICMDCgr+/XrLFggIgF9+MVVEQgghhBCiipNEgJEpLl9m6/cT2fHDxKrTQnDbNpTzP6Tl1XC8nawrv1xBqcTLTXeTfS2j4B47G1dG2D76X9xPh5QoXEpmZ9yvYE97zBSQnqciqdgMFi+GDRsgvWrdQJau6W+edx1WrYLPPgPL8r1WgMabVnFmwQieXrWAomKNvsPUu8spuWTkqbAyNytL2tyVjw9otYTkJQNwOCbVwBEagEoFw4ZB9+66NpEAS5ZAdrbu/amuIrOOhBBCCCFElSI1AozN1paA5DjUCjP25RQAVaDF3p9/UmfhQnp0GMGh7l30MmStkjoDVW1pwIkWXfmuVwb2zRqV+1hrCyWBHvZcSsohPLMYr48/1t1MVuAm25Aul1T59wnyg08+gfz88hUKLOHYWFdXwDU3g9jUXOp5lW8GhbElLP+N7lFXKe7cuWzWzV2NHAlDhqBV2MFnuzkWm05Rseb+jq0qdu2CAwd01zclRfd+/OUXGDMG+vUDs2r0WoQQQgghhNFIIsDYPDz439Sv2J0BL1WVpQEdOnAhMp6TDvUrXR+gVI8dq2i06R+ilU/CI6F6GVMfDjj683OrgUzsFlSh4xt6O3ApKYcLidl0f+01PUdXeXlFxVwrSb7UbhQMbadWeCxFx46M+uBv9qXDt8k5VT4REPTFhyyNi2Rd0CdAz3sf4OwMQLBWi6udJWm5RZy5lkmrOi4GjVOvevWCuDiIjoYmTXTblEoYMMC0cRmIRqPlWkY+7rZS1FEIIYQQojLkcZGxmZuT0LIDFz0CSM8vNnU0OqNG8dPE2ewIboevnhIBAeeOMSh8F/YR5/Uynr5EJGYDlLs+QKmQG+oEVEWlswFc7SzLvfThFlZWeAXoCkhGJVfxgoFqNSd8GxDn5IXjI33LdahCoaBNgO7m/3B0NSyy5+YGrVvf/nsqFaxdq/tvNabRaPnlUCw9P91Fl/k76fbJHtbHmpFfVQquCiGEEEJUM5IIMAEXO13rsrS8qvPhPDFTt5bf26lyrQNLFY14gvd7PM1O7xC9jKcXKhUORw/hnZVCsIddhYaoV1JJ/1JSjm7K/enTcPy4PqOslMslHQMC3e3g4MFK1y/4t3NA1W4hmKXS8FL3iXSduIgmzYLv/8DYWBg3jpkLpwFwOLqa1AkoKIDL9yjiqNVCu3YwZAj89Zdx4jKQ+VsieHvtWaJL3t9J2YVsjzdj6qrTqDVaE0cnhBBCCFH9SCLABEJjzvH46W0oIy6YOhTdzUJhIQkliQAfPc0IcBg+lEVtH2OfvT+FxVXjqV3m+YssXjSVf358nsAKJgJKb4wvJ+eiWb0GmjWDV1/VZ5iVEltyo9TADujQAVxdK5UMaHntAh9tWEDr5V/qKULDOBmXgVYLtV1t8XCwuv8DbWxg2TL8D+3CLTeDozHpaKrDjeWvv0K9evD663feR6GA/v3BywtyqnYi527+OhXPt7uiAHi9bwNOvtubTx9vgrlCy/YLyczbGG7iCIUQQgghqh9JBJhAx3VL+WjT5/gc3W/qUCA1Fayt+fntgSg1ar3VCHCxtcCqpOja9czyt64zhPi4ROKcvLjq7oetlUWFxqjtaou5mYJ8lZpUbz/djbZTFSj4WCImNQ+AEE0W1KkDtWqBS8XXvPsXZvD42e00P7FbXyEaxPnwKwC0rO1cvgM9PeGLL1Bv2Ijazp7swmIup1SDm+Zjx0CjKatzALr2iZeScriSlvfvfm++qashMHas8WPUg6vpeUz/4xQAE7sF8VIHP5xtLRnY1IeRwbpOFj/ujeZAVDWZyVFOxWoN4QlZ5BVVkWVkQgghhKgxpFigCeQ0a8nOKylcs3U2dSgQHw+ARgtqMyXejvpJBCi0WpoqcslKvs61jHxqu9nqZdzKOONTn+kTF9E5yI2fKziGhdKM2m62XE7OJaJ2KB6pVesGJC5NNyPAsUVTiIm5ub98Bbj16MwnnUdx3iuQT/KKcLatWh0SAMjN5dmhbenr6MnuXzaV//hJk1AC9eMOcDgmjZNXMgn2rNqFEfnqK3jllbIk1E8HY/l8eyQpObqk2xNt/JneryGuDlX8ddzDwp2XKFBpaBvgyut2yRDUE37/Hdq2pZW7lsDL0Zhv3Minfg78/lKXyrc+rSIKVGq+2BHJ70evkpJTiI2Fkp4hnsx8OFRvyVohhBBCPNhkRoAJpLw4hfGPz2Zbg06mDgWaNOFaZBzDRs3H0twMZ9uKPSm/xaVLrPrf46z++XUSMqtGC8GoZN2T3sCS6f0VFehesm4+peoV0CudERBQmnixrtxNg01gAL/1G8eO4HbEpubd+wBTOHcOpVqNjaqQevVrVXiYZv66m+pTVzL0FJiB1asHnp6sOnqFd9adJSWnsKz14cojVxi8cB9ZBTfUIYmO1i0FqiaupOWx6uhVAKb3a4By4Ve6xOXcuQCYqVSMXvoBo09uouma5YRFJJsyXL0pVmuY/OsJvg6L0l1TpRn5KjV/n07gie8PlNVzEUIIIYSoDEkEmIBrSTX39KrQPlChINHCnhjXWnjYW+nviZqPDxqFGTmWNiQlVo1K7KUV9YM8KpcICPK0Kxmvak0hzy0sJjlb90S4jmvFaiDcToCbbqyY1KqX+ADIatqCpq+sZMKwWYSWdHUoF60Wjh7l0b1rsVCrOHU1Q+8x6tUNN/N7I1N4c80ZAJ7rGsjp9/rwx8QO1HK2IS4tj1l/ntPt3749BAbCqVOmirrcFu68RLFGS5d67rQOcIUlS2DGDFi1CgCNhQXMeo/zXfuzqmlvPt4agbYaJTpuR6vV8tbaM2w9fx1LpRmfP9Gcs7P7su6lTvi52BCTmsfIHw6SWYUKzQohhBCiepJEgAm42FahRACQlKV7wuTpWI4ia/fi4MAXG8/S/qXlxBZUjem6g7+exddr59IkJbpS4wSVzAi4nJILCxfCQw/BTz/pI8RKiStZG+5sa4HTk8Ng1Ci4cqXS4wY7mNHoehRZx09XeixDuJCQTZa1PZkNGlV86ULfvjT5YCYhSdGEJ2RVmQKXt7h+Hfz9YdIk1Kpi3vvrLGqNliEtajGjf0OsLZS0DnDliydbYKaANSeusf50Avj4gFIJJ06Y+hXcl7TcIlYf180GmNKrnm6jra1uNoDtv8uMtGPH4r1hLSoHJ87FZ3E8LsME0erPjvAkfj96FTMFfDmyBYOa18LS3Izm/s78+mx7ajnbcDkll/lbqkChWSGEEEJUa5IIMAG3yHNs/2EiKxa/avo+2KtW4fn1Ahpdj8LLQb9rT33ddDfMVWFpgEqtoeX5Qwy4uB8/28q97UtnBEQl5ehauO3cCSdP6iHKyokteWJfz8Ec1q+HFSvAsvJr+gdtX8GGpa9Q/6fvKj2WIZyLzwQgpCKzAaCsur62Xz8crZSo1FrCE7L1GKEebdkC167B/v2sO51IVHIuzrYWzB7U6KbZPK3quPBSD10bxbkbw1F9OF+XRBg/3lSRl8u6E9dQqbV0coFW+7fceUmDQoGrvRUDmvgAsPrgPVoqVmFFxRr+r6QDwnNdg+jbyPum7/u72vLJ8GYArDgcV32WsAghhBCiSpJEgAnY2NkQnHaVumnxpp8V8OuvtPp2Pi2uXdDvjADAx1mXWIjPMH0i4EpaHm/3eZH/6/M87i2bVmqs0hoB8ZkFFAwdppsN8PTT+gizUkrX8Pu728Hq1fDRR7qq+JVk3rgxaTaOpBdXjZkdN7l2jWZvvsyoExsJ9a1gIgDg559RbNqEeYf2QBWuEzB0KGzcSPF7s1iw4yKgq6bvYH1rbY+XegTjbm9FQmYBf+fagJubsaOtsD+O6WYDvBazG0aOhBdfvOv+I+taM2/TF4ybNIy8/KrRpaS8lh+IITolF3d7S17qEXTbfdoHuvFYi1potTBz3dnq0epSCCGEEFWSJAJMQBEUxMQJH/P4qA9JyzVxIqBPH452G0i4Z108y9N//T7U37GeL/6aT7O9m/U6bkVcTs7ln+C27BswCjPXirfTA3Cxsyyr83CpTiiMHg2hofoIs1JKCwX6eTnDY4/BtGm6p92VZDV8GC0nr+DtPne/GTOJw4dpuXcjI09urlh9gP9o6ucMUHXrBNjZQf/+rKvVgitp+bjbWzGmQ53b7mptoWR8pwAAvtt1udqsnz8Xn8n5hCwslWaEeNmDg4OuxsFdtGzgw8ORB6ifHMPRJWuMFKn+FKjUfLXzEgBvtfXAYdqrkJ7+7w7Z2bBvHwAzBjTE3sqcM9cy2RmRZIpwhRBCCFEDSCLAFGxsiG7chkvutckwddGniRP5YsxMjvmF4qnnpQGul8J5NHw3IbHnb65ebgKlveEDPfRTRC/QvaRgYBXqHFC6NKCOm/4KBQLUKSmumJpbZPLr+F9FwfX5vMtoVjbrQ6PKzAgo0cLHDnN1MaevZuohOsNZdVRX+2F8pwBsLe/cBXZ0uzrYWiq5kJjNsfVhMHw4jBljnCArqHQ2QK9QT2xmvQNXr8ITT9z1GIWjIwemvc+Q0R+xUBlghCj166+T8WTkqahjb85jLwzV1R6ZPv3fHd55Bzp3hiVL8HSwZlS72gB8v7v6LoUQQgghhGlJIsBEXOx0U3nTTL00AAMVCwQsBj3Kx32fZ0PDziZfHpB59gKtr56jsVI/cZR2Hoi6ng2nT8Nff0GBadt6lS4NaBRzBg4fhlz9JCkcrC1wt9fNgIirYi0Eo9z9+azjE6zrMBg/F5vKDfbkk3RvE0yn2FNcTs4xff2O//rzT/jyS+JPhnMoOg2FAoa0vHu7RCdbC55oo7tp3HgqXldxf80aUFWthE4pjUbLhtMJAAxt6afb6OgIVvf+3dR46nMcrxXCkZg0UnKqz/IArVbL8oMxADzZJRjF779Dr17w3HOlO0Bmpq7eh5nun+xxnQIwN1NwKDqt6i5jEUIIIUSVJokAE2kbe5rhp7aiiowyXRAaDRQVlbWc0/eMALp0YeeAURzzCzV5IiBo0xr++OUN+vz2jV7Gq+Ouq1wel54P3bvDoEEQZbprWVisJr6kKGPQvPegXTvYtElv4z8Tvp3ff5mO5vvv9TamPkQk6or6NfRxqHzrS4UCRUEBrdNj0Wgh4noVKxj49dcweTKR3+s6VHQKcsfH6d7JjxFt/AH4Od+Jglnvw9atZTeUVc2pqxkkZRdSS51HZ9vy3czXcrahcS1HNFr4J7z6TJk/cSWDs9eysDQ3Y3hrf2jVCrZtgzZtdDsoFLBoka4g6dixAPg42fBoM18Avt8jswKEEEIIUX5V89PgA2DwX4uYv/kLbI8fMV0QkZFgZcWfH48G9D8jAMDXWXejEp9h2qflycUK4py8sGhQTy/j1XHVTb+PTc2FFi2gZUuTzgi4mp6PVgt2lkrM/Xx17eIaNtTb+EEF6bS9eh7lsWN6G7PScnPJ3HsQq+Ii6nk5VH68996Dixc5MvwZAMITsio/pj4NGID2oYf40Ub3Hh7a6u6zAUo18HagobcDRRoF6/qPgY4dda0Eq6Ct568D8PrVvVjVDYBXXy3X8QPqOvLy/pW0HPlIlZ318F8/H4jFLyOREXVty2qP3MLMDEJCbtr0TJdAALacTSS1Gs2AEEIIIUTVIIkAE0lq1IJ/AluTZGVvuiCu6z50FynNMTdT4FrRHux3otXSoDiTpgkXiU833ZRylVrD/BZD6DpxEZYz3tDLmHXcSmYEpOXBjh1w7JjuSZ6JXEkr6Rjgaoti3TqIj4fGjfU2flK/gUwe+Dobej+ptzEr7eBBxk4exsYlk6jvqYefowYNoF49Qmo5A3A+voolAl55heOL/2CPhSd2lspb2svdzaDmuqTBupPXDBWdXmwrSQQ0L0rRTYlv0KBcxz/UzI+xx/8m+NJpCv/62xAh6lV+kZrN5xKZt/kr3nv1Ufj7PmI+exYGDCA0/QpN/Zwo1mj582S84YPVt8JC3e+pGyg2by77d0kIIYQQhiWJABM5+9IbTHh8FsfqtzFdEJ07c+ZUFGOGz8HDwQozMz23hysqYtrTvfhr+VQyrpnuw118Rj5qjRYrczM87PUz68HfVZcISMkpIqewWC9jVsaVdN2yAD8XW4OMb9+mJX+FduOYdeXbEepNaiqZto5EuNfRz4yAEqVtCM9XtRkBwPZw3c/RQyFedy0S+F8Dm/kAcOhyKinbd8H//gdZVev1XU7O4VJSDhZKBa6/LIUrV3StA8uhgZ8rS/pO4NWHp7Lbv5lhAtWjnRFJmGdl4l2UjbKw4P6Sd7Nm6Zb9zJjBsFa6OgqlBRarjaQk3fKlZ58t22SdmoryySehfn345x8TBieEEEI8GO7/k6TQK5eSp+/ppiwWaGZGgtKWq87eNNNz60AArKwocPMgvVBDdmKy/se/T3ElT8tru9rqLdnhZGOBs60FGXkqrqTlEaKH1nWVcbVsRkAlC+bdQWnio3TmQVVQ8NhQWhy3xaqokF1eeppZs2EDXddvpkl+EOGWDdFotPpPkFXExYsQEFC29r1XSPkSMn4utrQNcOVwTBqW48bCtVjdcpYBAwwRbYWUzgZoH+iGo7UF+PmVewyFQkHh+KdZuzcas5hserfVd5T6tf5UPFnW9vzxw5/M8C6AgIB7HzRvnm5px9y5DPT25X9/h3M+IYvz8VllSawq7/x5CA+Ha9d0hRBtbbHIy9MlAWrVgg4dTB2hEEIIUePJjAATKV0LatJEAJBUUijQQ9+FAkucOxJOh5eWccLCzSDj34/E6HjWLX+Veb/O0RVI1JM6JTfHaXsPwUMPwZAhehu7vK6ULL14eMMy3YfopUv1On5tV1uCUq7Q/PB2CmPj9Dp2RUUl56BBgaWTg95merB8OS7ffUW3K6fIK1ITWxUSHxoNdOyIxskJ9blzKM0UdKvvUe5h+jbWLSXY3bgzDB0KTk76jrRSdkaUJDkaVm7WyUMlx++JTEar1VY6LkPJKSzmnwu61zywud/9Ly2qVw9++w2CgnCxs6RXqO71rj5ejWYFdO+u64Kxbx9RRUq+3BnF/zIDGDPxSz6ZOJfYPP39nhbGVaBScyQmnYuZCs7FZ1Xpn0EhhHjQSSLARPxOH2bHDxN5+6tppgti5UoCvv+c0OuXDVIoEMC35GY5MbMAtcY0HwiyIi/TPCGSkMiTeq2WXttNVzAwMasAdu6EvXv1NnZ5XUkrWRoQcwEOHoS0NL2O72ZnyYfbFvL1ug/I2LxDr2NX1KWkHADqe9lXvmNAqUGD4OWXSW/cAqgidQISEkChQKOFWBcfWtVxwbkC9TxKb5CntBxJ9s+/QqdO+o60wvKKijkWm45HThqjHmsP48aBumLtG1vVccFNU0D7Q1u5Pv9z/QaqRzvCr1Mn4TKBrjY0qsST/CEtdDMn/j4dj8ZEv2MrpF8/VqRb02/Bbr74J4rL2Qr2XM7gyz1x9Fuwh+UHYtDu3Al5VSAZV0mp2QUciErlnwvXycxX6ZY+1LAb5OwCFfM2htNh3g5GLjrCwvNKBn9zkF6f7uKng7HV670phBAPCEkEmIiDrSVBaVfxTTHhU5xffqHzks9omnARLwPNCPB0sEZppqBYozVZb+/zFi48O2Qmh6e8p9dxa5dMwz9j6wk//aTrz24ipTMC8t5+V9cr/pFH9Dq+QqEgNjCUEz4NSFZVganyZ8/SavQg3gxbQrCn/uoDMHIkfPkl6m7dgSrSOaBWLUhK4rX3f0OltCj3soBSdd3tCHS3o1ijZW9kip6DrJxDl9NQqbUMvn4G8+Qk3dTxCnY2sLZQMozrfLH+I5znzYFi09fwuJ09By6wftmr/PHFBBQpFbgeCQnw9tt0X/MDDlbmXM8q5MSVdP0Hqi9nzkDPnmVtVuesP89ba8+gUmvpEOjKE4FqZg8MoV1dV/JVarJeewPFQw+hffddEwdecVevpbLroaF89dhknvzhIBOWHqXrW2uhZ08KOnTS1UqoAaKScxi8cB/f7b5Mep4KNztLvG202FoqiUrO5Z11Z3nup2NkFVSPTh5CCPGgkESAidi2bcWIJ+cxfsi7FKgq9uSr0vr3Z0/ngUR4BBhsRoByy2a+2/ARTx9Zx7WMfIOc414iCpVsq9ce9fAReh23tIVgVB4wejR07qzX8e9XdoGKjDzdByzPts1h2DDdWls92zL+dR4b8wnHW3XX+9jlduoUfueO0eLaBerrqz7ADapawcA8lZpNGRYA9AzxqvA4pbMCdlxIguxsSK8aN467I3U1RPKHPaGbXfO//1VqPM/+vThaK4StnR6FfNP83rmbomINOXsOoFKaY+3iDO7u5R/k+HGYOxfzTz6hX7AzABtOJ+o1Tr2aPl33JPztt1l5OI7F+6JRKOD1vg1YNq4VHby0jGzrz6/PtuedR0I57tsQDQrOxKZWy6fnf5+OZ83IKXTbuYYBEfuo7WJDXXc7HApyyDe3IibmOn9erf5tH8/HZzF44T6iknPxdrTm+6dasff1rsxormbv692Y+XAIluZmbA+/zrBv9pOZJ8kAIYSoKqRYoIk4eLhyLKApxRot6XlF+DgZpsjbXb34Ih+qm3D2WhYvG6JYIEBMDL1Oh6GuV0B8Rj4ta7sY5jx3EZdaUizQTb8V9Wvf2ELQhK6WdAxwsbXA3spwP9K1S5Z5lP59mlT37vxv5NvEFigYq88ZAQBaLc01WTjlZ3M+3jAzZcrrcHQaRWoNtZxtCHS3q/A4D4V48uPeaBp/MQ/tE6tQvP8+vPWWHiOtmD0lMxQ6hvpAk5aVHq9LqA99Rn+ElbkZfaxtqRpX8V9HYtLYXLsFZ974jT1jQqEiS1v69YOnnoJHHqFPfV9WnUth09kEZj4cUjUKXP7XggUwaxbhk97k3T/PATCtTwNe6hGMSvXvzaGZmYKnO9dFqx1Lbxcfotz8WXIxmR4NqlDHknv461Q8U1aewKL1Y3RPvojP7LfZ/fhDAFxObs2UOu7EXYzlwqrTmCmVDGzma+KIKyYpq4Cnlx0hu6CYFrWd+f6p1ng4WJVdTwdrc57pEkjbuq48u/woF6/n8NxPR1n+dFuszCs240cIIYT+yIwAE1EoFGXrfNNzTZchTy4rFmigRECXLqx9airLWz5CQkaBYc5xF5l5KoKiztL66jn80e/TlzoliYBr6fkUX4qC9et1Pb6NrLSSfzOzXFi5Ek6dMsh5qkriA6DA05vFtTuwrV57/c8IGD6cpp2b8ciFPSRmFZBqoiUtgO6JfefO2L0xDTONmk7BbpWqh9AmwBUHa3OirZ1RaDQQEaHHYCsmITOfS0k5mCmgY5B+iorW87THy9GKwmINR2OqxqyHG+0o6f7QsUltzIKDKjaIUgnLl8Pw4XRp5IudpZKEzAJOXs3QX6D61KABqp9/YfLBDIrUGnqHevFCtzu/9me6BNLxYd0sqxmrz1SbaeX7L6UwZeUJNFp4tH0Qjc8exO/xR8u+H+hhz9fTB9JyYHe0Wpj6+0nOLF8LJ0+aLugKUKk1PPvTMRIyCwj0sGPpuLZ4LPwMmjZF2a/fTfs29XNm2YS2OFiZcyg6jZlrjf/vpBBCiFtJIsCEel45xYhTW8iJMUEVdo0GTX4BqTm6rgUGSwQ0bszFkc+yL6C5SZYGxKXl8fru5fzxyxvYbN+i17G9HKyxNDejWKMlf/4n8Oij8PPPej3H/bhSMiOga0I4PPkkTJpkkPP4u9jw88q3mTu5P8THG+Qc9ys2NQ+NVvfESe/v3eBgMDcnSKtLeIQnZOt3/PI4fhz27cNv7w40Zko6BlVgCvkNLJRmdAxy48/Qbiz9bTcsW6anQCuudDbA1Li9OH+1AGJiKj2mQqGgc7AHaLVEbNun9+KZlbX3rK42TM8K1nv4L2sLZdmSkc1nq+7ygJ8PxhKZlIOLrQUfD2t2z5kLbw0IIcDNlqLE6+ye+FaVXyKQnF3IockzefTsTh5r7suHQ5ve9jUqzRTMGdSYh5v60OvcHkLHDUM9ZEiVWapzP77eGcWpKxk421qwZFwbnGwtdL87z5yB2rX/3VGrheeeo2FBGt+MboWZAlYdu8qmMwmmC14IIQQgiQCTemHDt3y4+Uu0p04b/+QXL2Jma8POrycA4GZnoEQA4Oukm5gbb6JEwHV7V667+d5fj+5yMDNT4O+iW9KR6B+o68vuafzpq6UzAhzcnXR1Ctq0Mch5arvZ4ZeZhHtmClpTPkkuKCDvl18JTokj0N1Ofx0DSr35JuTkcHTsy4CJCwY2aULej0v4pN1wADro4Yl5xyB3Mmwc2Z5V/s4DhnAwKhWAoUc3wBtvwJ49ehm3faArP66ew9MvDYa1a/Uypj5cvp7F4g+e4uff36GLtR5mSeXmwrJljI/ZB8D28OuVH1OfRoyAt98mLeYan267CMDrfRvqbhzvwcZSyfxHGrBl8Us8suxjLq5YZ+BgK06r1fLpgrW8vOVHFvz9CR+4pd010aE0U/Dp8GYkt+lEvKMHB2s1QmtluH+H9Sk8IYsv/4nEtiif+W2cqVPSQYehQ2HDBtQ31vjYtAl++AHat6eztxUvdNfNAnlr7RmSsow/S1CvSjqbFKjU0iZRCFEtSY0AE4oOaUmUtQtFShOsYE3UPTUqUlrgZGOBpbnhckJ1CzNomnCRVA/jv864tDw+HDiNx1rU4rNOzfU+fh03O6KScznc53HqvWOaVpBXSzoGFPR/BGa/ZLDz1HK24el+L5FrYcOiRs3RzyTuCrhwgRbTnmeVtQNzeu3S//hOTgCE+jiy8UyiaQsGenqyu10//oj0IMjDDi/Hyv8MlU6/PxKTRmGx2uRrdQ9F657W5w5/Es4E6nrM60H7QDfWeAXTKfY0yoREqkbaA86u28GjWUm4FOdj56+HteF//AHjxtG0QQPMH/uEy8m5RKfkUrcStST05swZ+P13UCpZFtSD7IJiGvk6MqKN/30P0TbEl71d+3Pt5FFWH0tgzkit/pN/erDu5DVWZdng2WUUT7vk4tjroXseY2WuZM74rgxN+YwkSwc+vZDGkJb6rWWjbxqNljdXn8aiIJ+//5pN3b8LofU+8PDQ1boYMABuqPlAkya6JPno0eDgwCs96xMWkcy5+CxmrT/H16Name7FVMKJ6BQaNfAj39ySMcNmEe4fQi0XGwY08WZ4a/9/kyNCCFGFyYwAE9r6wts8Pew9LgY2Mf7Ju3Xj8JGLjBk+B3d7w35EbvdEf/5aPhXrS8Z/ihyXlguAv6thPlxVhQJ6V9J0My1KZycYirWFkstN23PStwFxpnyQU1BAbHATTvg2INBD/x0DSoX4lHQOiDdt54ADUbqp852CK7csoFSwpz0eDlYEX4sk46kJYML2bFfS8riWkY+5mQKfma/DunXgf/83iXfj52LD+l4jaP7Krxx54nm9jKkPay1r0fW5H9g1awHo4wnw4MHQvDnKJ56gYx1dEmtHVZkVEBoKq1eT+9ZMvovW3Ry+2b8hynIWMwxe+g1PTFjAT5Z12Hq+iry2G2QVqPi/DRcoVppjNesdHNesuu8CkKG+jox9tA0oFMzbdIHcwuIqvQTir1PxnLqaSUBhBnUKM1CkpsLVu7RB9veH/fthyhQALM3N+PjxZpgpYOOZRPZdqlqtTO8oPBzWriUlp5Bnlh3hse8OcdXeDaf8bJLsXSlSa4hOyeWHbRd46OMw5m++YLqOUEIIcZ9kRoAJlRULzCsy/skVChLMbbnm5El7Q9UHKD1V7drE5xVTlJVNgUqNtYXxnkCWFrarY6BEQGnBwFgTJQK0Wm3ZjABDJTtuVNvVloTMAuLS8mhhgg4QALRvz5RXv+FEXAYLDZUI+PFHOq39k652bdhn1tro71sAMjNhyxYun1IDjnorpKdQKOgY5EbmyXS8/lgO9erBnDl6Gbu8SmcDNPFzwk7PHS8UCgWNQ2pz6WQ8hy6n6i2RUhlFxRoORaeR5+JDwKgu+hnUyQlOnACg+95odsdksiM8iWe6BOpn/MpQKmHIEL62C6VgZxTN/JzoXIHr4O3pxNNdAlm4M4r5my/QK8Sr3MkEQ/psywVScgoJ9LDjmc6B5e4C8UyXuvx+9App8clcfHwsLTo0hhkzDBRtxRWo1MzffAGAR4Z1Q/nOEV0SoEWLux94Y8IrP5+QLz/g2cYP892ZDGb9dY6Nr3TBQlmFn0uFhUH//qgVZrz4wtcctnBHaaZg6ccrGOKhYWP3DuQWazh1JROn5yeQm5rB1IKp7AhPYtG41vi5VO1ZHne0cyccOoTCQMsNq4LI69lsOJPAoctpJGYVUKhS4+NsQyNfRx5u4kObANeq2YVFCD2pwr95az7XkkRAhikSAUBKSaFAd3vDJgKUBw/Q85WfOOLfmMRM4z5K9ji0h3XLX6XjD/MNMn7pjIDYtDwYNAiCgiAy0iDnup30PBW5RWqsVIUENq0HnTpBnuGSEsG20OfiARyWLTbYOe5Fq9VyOVk308Ng058PHsR64990uR6BWqMl8nqOYc5zN4cOwYgRzP5Gt+SkTYCr3obuGOTG8VoNWddrJMyfb7InkAcv6+oDDC68qlvrrmdt6+qSJ4ei06rEU9YTcenkFalxs7Okobee217yb/HBIzFpZOZXjSr7mfkqlu+PBeDFHsEVntb/fLcg3CwV1N+zhe27zugzxEqJTc3F8ZP5LFn1Hh+FmldomZ2VuZK3BoTQ7fIxWqxfgWbuPMjI0H+wlbR4XzTxmQX4OlnzdOe64O0NrVuXb5DRo2HePKb9/hGudpZEJuXw62ETFEwuj44dyejYlf0+IUQXmhHobsfGyV2YM6EbzQf2wMXBGj8XWx62yaHzsR30iTpM9/QoIq5nM+Tr/ZyLzzT1K6iQgkVLYMYMIpau4lCSggOXU8nOK4QJE+DAAVOHVykXr2fz9NIj9P5sNwu2R3LgcirRKbnEZxZwLDad5QdiGfH9Qfou2M3OC0lSA0LUWDIjwIRCj+xkxw/vkVi/CTyxybgnX7GC4C2HCTULwt0+wKCnUpiZ4eNszeXkXOIz8wkw0tpVlVqDY1w0zRMiKbjW0CDnKJ0RcCUtD21UFIrLlyE6WveU1QhKCwW2KE5DkZgI+flgY7glAkEWxfzf2v9DrTSH+W+Cxb0Lfulbep6q7CbHYImAJ5+Epk2JSnOFAjifkEkTPyfDnOtONBoymzTnmNadQHc73PSYsOsY5E6WtT3T2oyid/8+2JlozfWh6FRsi/J5avpomA7ExYGPj97GbxfoSoPkGCb9/g7q35xR/vOP3sauiIJ5HzL7+Hnih4/R/1MmrZY6l87S0SKX/So7dl1M5lFT9afXamHkSOjTh9V+7ckuLKa+lz29SzobVISjtQWrtn1M4MGdLC5OQ9Pt2yrxpG7hxjO8fXgtToW5kHmXKfL30CfUi2X9B7H68lHSBw/nGWdn/QWpB9kFKpZvO8/PK99F+8YbFZ8h9fbbcPgwFi+9yKsO9Xjnz3N8+c8lHm/lj42laeuV3MnZ5Hye6jCJjNZaOtXz5JvRLXGwvs2/ffXqwd69KCIimPnoMC4tPkLE9WxG/XiI35/vQH0v/Sf/9Gr9erR9+hAWncmS/TFoNQ15rFEPtme7sDFKyYqoY3S/coqlK5agXvkbyqtXwFV/CWpjUGu0fL3zEgt2RKLWaPEoyGKs5iregwfgF+CNpbkZCddSCD9wmmWZ9kQm5TB+6RH6NvJi/tBm91XktDpQa7TkqCAhswBPJzPjz3gUVYYkAkzIwdKMoLRrqBKdjX/yX36h28aNbOg3GQ+H/gY/XS1nGy4n55KQYbwZAQkZBWwNakfKMHe+eqmnQc7h52KLQgE5hcVkffgxTg620Ly5Qc51O1dKlgUQFAxHj0JqarmnpZaHW4O6HKkVSqGvH51zcsDFyMsDCgqwDw7kZytP3pvwf4b74NizJ/Tsif3f52FvtGlaCPbrx7cE8M3OSzxeR79/z/6utvi52HA1PZ8jMWl0b2D8bhfxGflcScsnJDsJvH3ATKHXJABAoLsd5i4udI4+gTbWTNeezdjv2VJaLfXXraBbyjX2D39E/+M/+ywsWsRLI55nf8BAdoRfN10iYNcuWLkS7d9/8/sbvwEwvlPdSt+4e48bScqZk8QVwI4LSfQOrXhiQR8uJGax6nwqR5/6hJU2kXgOH17hsRQKBa/1D2FozFSUagV9UvOo7VZ1ppQvPxDLyJ0r6Bx7Cu3c6TD+MbCuQPHSli0hKgosLRlRrOHbXZe5lpHPTwdjeK5rkP4Dr6g//4TkZJJHPMXTy46QXqygbV03fhjT+u7/7rRtC23b4gP8PrEDT3+3lzNXM3hq0SH+mNjRKEv4KuT11+Hjj9nScwQTWz+l21a7GddadcTP2ZqGScnkKGyJzPTh9ya9iHHxJXZTDO8NtMVTD0VsjSEzX8VLvxxnb0ldiv713fhq+liUqanQNxQCG+l2jD7Nw68NY0rrNnw0eymL98Ww5dx1zl7bw7ejWxn/oYCeXEnLY9Wxq+yJTObM1UyKNeZwdDeg6+7VMdidPqFe9KxiS6+EYUkiwIQ0nbswfOQHKHx9+c3YJ3/4YXZnKYnwqENrAy8N4OBBpi16j05qe+J7f2DYc90gLi2PREd3LgYHYNa9m0HOYW2hxNvRmoTMAqKatKOlkdfNlxYK9PZ0glb3WKepB/5udgwZPR9fJ2v2m+KG6sIFLBMTaGydjY+P4fsWhPqatmDgsZh0UChoHaD/v+uOQW6sOhLHxZ2H6B6pgEcMcHN6F4eidcsCLJs1xez7WIP0UFcoFAS0aMjr/SfTbFg/RpvwKWtmXhEzuz9Dr4sH6DF6qP5P8NBDsHIlgc66JWdhEckUqzWYm2LtdWgozJtHTHw6F3K0OFqbM6h55ZMStuPHsLBWO5bujePEzkv0CvE0aQeBz7ZdRKuFkO5t8BxV+YKUreq40LW+B7svJvPVzkjmD21q0MTu/copLOaHPZcpbjeUAUFOBI+qYBKglKXuPWppbsbUzn68tv4i34RFMbJdHez1XCukQsLDdTNa8vJYfiyF605NCPa0Z9G4eyQB/sOpMJeVa2axN9uccX1e5ellR1j7Yie910PRh6O1G9NCYcb5QnMszRSM7RTAyHZ1qOtuh0qlYuPGjfTv34VLKQUsP9CK34/EoTmTwKHoNBb28addbjz06GHql3FH17MKGLv4MPExCdg6OvH+oMYMbeUHkc/CX39B0Q1LdDMzwdIS83rBzBgQyiNNazHp1+PEpObxxPcH+PapVnSp52G6F1MeWi3Xzl5i7plsNp1JQKOFd3b8wMKIfSxqM5hl7R6jWKMlPrOAP45d5Y9jV6nlbMPEboE80bZ21a7dIfSiQlc4IiKCWbNm0bNnT4KCgvDx8aFp06aMHTuWFStWUFhYqO84ayQnfx8O+zfmnK3xn8bx4ot8+PjrnPJtgLuDgRtrpaXR7MBWusScJN6INQJKCwXWNnAG3t+EnQOuGLFQIPz7d5mQVUBhsQkqIjdsyLJPVzL14akEehquYwAAqam0ijqBT1Yy4YlZxl0jqNFQpFJz6moGAK31WB+gVMcgd4JTrvDcC4/qer0XF+v9HHdzMEpXKLB9oJvuZsdAU0zb1nVlVdM+bNG6mvSm6mBMOjuC2vDDmBl41zLAh8ihQyE5Gc+vP8fF1oLMfBVHY/WfXLkvnp7w5pvMaaFLeDze2h9bSz3c/FhaMq5bfSzNzTh1JYMjMSZ6feiKjG09m4BCAVN66W8p2JRe9UCrRbl4MaoGIbrlMib204FYMvJUeNbyoO6yb6FfP/0M/M8/DBnTjxejd5Oep2LJ3mj9jFtZwcEwYwaX23bja4dQ7CyVfDu61e2XA9zNuXOYHzxA14sHaV2YzMXrOUxffbpKrTfXarV8sSOSYdfceejZbzkw6kW2v9adtx8OvWXpnUKhINTXkQ+GNuXvyV1p6O1AQWo6toMeQd2nr+6GugpKyMxn2Lf7abxtLfu/ncD6Hi66JADA3Llw7hw89ti/Bzz6KFy/Dh/oHlw18XNi/VONWbr3W2zSUxi/5AhbziWa4JWUT3H4BdIC6mHbrjVbTlxBo4Uu9dzp4WONb3YKA+vC+Vm9OPlub35+qhk/xawnpCidaxn5vPPnOfot2M2BqFRTv4z7p1KVtUYv8/XX8MUXullINYhaoyUmJZfdF5NZfyqeTWcr/n4sVyLgxIkT9O7dm2bNmrF7927atGnDlClTeP/99xk9ejRarZa3334bX19fPvzwQ0kI3INLyVqjnMJiioo1Rj9/So7u+njYG3haV7NmnHj1XT7tMoqEzHzDnusGcWl59Io8ROfEC1BguAREaUeChNhEWL9e19fbSK6m6/4+Ox7druvXnZxs0PO52VliZ6lEq4WrKSYooGdtzT63IP4JbkugoWtNjB9PneGP0v/SQbILisv+ro1i82YUtXx5e+NCXO0sDfJaOwS5ccndn0R7V4pbtYYU47bxKp0R0C7QsGtMS8c/FpuOSm3837OlSj9Q6av7wy2srMDGBqWZgh4lSz1M2UbwSloeYRd1v49Gt6+jt3E9HKwY2rIWDZOiWbn+iN7GLa/vd1xgy6KX+e70b9Sz0d+NXcvaLnSp78HAc2FYREboPsSaUGGxmt/+OQfoij3qdcrwiRMooqN5/tTfoNXy/Z7LZOZVgSKXFhZEPvsKfXu+jtpMyQdDmxJckcRzp06wZAlmR4/y5pRBmJsp2HA6gUVVIeFRVIT27bf54PfDfLrtIgB9B3Xm12fb39eSlFBfR9a+2IkBbeoS6+xDhoUNK9IM/FCpApKyCxj1wyGupuYy/NJe7AvzCNp4w2e0OyWHnZ2hdu2yLx1mzqD7vr9ZtXk+xWoNL684zj8Xql4r01LXswoYu+M6RWnp2KgKGGaTxaZXuvDT0+0I/Go+xXv3cr1TRxQKBc62lnQ+9g9dfvuOjb+/yfsP18fVzpKo5Fye/OEgs/46V/VbYf76K7i6Ujz6KXZeSOKjLRd4ecVxLs3/Cl55hS8+W807686y/EAMUXHJaI38eUcfsgpU/H70Cs8sO0KLOVt5fNZaNk+ezf435vHWuvMVHrdciYDBgwczaNAg4uPj+eeff/jggw+YNGkSzzzzDNOnT2f58uVER0fz999/c+zYMT755JMKB/YgcLS2oFfUYZ44uZnMBMPewN1ErUaTX0BqadcAQ88IqFWL7IkvsyO4nVFrBFxNyWHhn/OYMGPMrVlCPSotGFh4PlyXSS7pl2wMV0tmPTT//hPdU92zZw16PoVCwaPJ59n7zXhcHzPuVPJS0SklHQMM1TqwVPPmEBiIu6Ou+OL5BCMuDzh6FIvkJOyL8mhZ28Ug05+9HK0J9HSgw4tL2f71b7oK4EaSmFlATGoeHeNO021ID5g1y2Dnqu/pgLOtBc0vHiPthclw6ZLBznVHqam4/bQI36wkOgQavo1hPx8L0GrZcSHJ4Oe6xUcfwe7drD4ah1YLnYLd9F7U880NC9m8ZBL+vy8nKtn4CckraXnkr1pD/dQ4ehzdVrlp8rfxfNcgPukymg96P0f69Lf1OnZ5rT8czfIvnuO7TZ/wqK+eC6VNngwffIDD4YM08HYku0C3BMFkkpNBq9U91Fp7FpUGeoV48kjTStQuGTUKQkJoHeDKuwNDAZi36QL7o0x7I6J9/nkUc+fSc9oE0GqZNTCUtwaElGspkY2lkg+fbEXEJ98yeMynvHVBzQ+7TXj9/iO3sJhxi49wOSUXXxc7/Deshk8+gQ8/LP9gU6ZA8+b4L/+eh5v5olJrmfjzcQ6XtMCtErKzYdkyzl7L5JEv97Lvag6TR7zH1h0nmTd7NCE+uqWO1K6Ntm1bCm6chVe3LnTtiuKNN3iqSz3CXu/Ok211iZCl+2MY9u3+slbVVYJaDTm63/1arZaDLgGQk0Py4ZNMWHKIhTuj+Pt0AisDO7CpfkfWFjnz08FY3v3zHJ+/PJ8in1ocHPlC1XpNdxCVnMPsn/Yxf+g0Fv6wme3hSWQVFFM3L5m5WxYy7fDvtK3E8tFyzdWLjIzE0vLeN40dOnSgQ4cOFBWZpi1edWFmpmDe5q/wyEkj+sJwPPyNVPgoIgKzRo34x8mLrhMX4WZn4BoBgK+z7mYqPsN4T1WTEtM46duQJmRj62u4olm13XQfcs9YuOgKIQUG6qpmG3gaskajLXtKre7SFWr5GKVbgYOnG35ZyeRdMv7aMc3Crwk6cJ2r/k0NPyNg9myYM4eo30/B8auEJ2TRt5GRbpZff50P1bUJu5LNIAPUByjVKdidqORcDkSl0K+x8RIBpbMBHk2LQBkebtCWm2ZmCtoEuDJ28Sq8Yk9B4/q6GxAjyln7F5P++IxeHgF4zB9puBNptTB4ML03bKDpmM84rQgkOiXXcN01/isuDqZPB2DPjF8BBx5v5a/30zj16k7xskU4F2Tz455o5g1povdz3M0Pey6zoX5HAl7+mGmdapWtedeXTsFuzG3Tnm8TQrE9k8LknqYpcKnRaDm+ZA3DMq/jFg+WTnquem9hAW+8gRkwtU99nv/pGIv3RTO+U4Beu6Tcl8JC3Rp3Pz/WT/kfh2PSsLFQMuvRRnpLxD7lVoT/+d8ZH/I4k1ac4O/JnfFxMlyXn7tZ0aI/XdduYmGHEcx/vBnDW1fs51ShUPDagFCsbSz5aEsE/7cxnFop1xhQ3wUaN9Zz1PdPrdHy5o+78Nq7h6RmnVjxbDt83Oxg6tSKDdi4MRw7hrmZGQvaaihUaTh6PJJnlx9l9QsdCPY0cUeIrKyyQpzfPf4OyYHtqO9lzwevTSDwfh6adOkCYWFlbXYdrS2Y18CMFzZt5nHvvpy9lsXAL/fy5ZMt6VzP8Mnsu9q/H154AW3v3mwe+xqf74jkQmI29SYs5JK7P7Xd7Wkb4EoDbwc8n3wftQImFhYTk5rH6asZtNsWjlVxEYdiMxn1URiPNvPl5YeCCTL0w6VyupKWx2fbLrL25DWWrXyHrjEnWDTgWfKGv063Bh6EaptBahhudevy3egWrJ5SsfOUKxFwYxJg+fLljBgxAiurm39ZFxUVsXLlSsaMGXNfSQND+Prrr/noo49ISEigUaNGLFiwgC5dutxx/127djF16lTOnTuHr68v06dPZ+LEiUaJ9VT9ligyM3ErNuJNVcnT8UJzS5xsLCrU97i8auWl0Sw+ghgXX7ILVOVfa1cBEXkwYuQHbJnSlQYGfC+WLg04U2QFx44Z7Dz/lZRdSJFag9JMgfXSxWCkoi5mTZswZNRHdOrfgdeMcsYSBQUoJk/iW42GTpN/ppazgT9AlXz4C/HR/QMfbsQZAVpra1ZZ+JHiWcj7eu4YcKOOQW4sPxDL/qhU0GjAzDjvoYOXdU9Rrj31LDz3qMFnI7Sr68r6kK5oatehqxG7epSKyFOg9gslIrQNTxnyBkehAHNzFGo1j+dFc5pAdoRf55kugYY7543UapgwgbS4BI5pHHCwMjdM8mzIEM4ENWf2mstYHr/Ka33q426kG8fk7EJ+O3IFrcKMjq+MhWD9fyhWKBQ83y2QV1aeZNn+GJ7rGoi1UmG0n89SYReTWOHWiIvPfsWyR+qAreFq0fQJ9eLxwjjWaGrx495o3uhnmJa/d3T4MFy6hCYpmc92RoPClld718PPRU+vOTcXRefO9EhO5k0LZz6o14eXV5xg5XPtjV6Q7eeDscyMt8P82e94b0jFkwA3eqlHMFn5Kv5ZvZO2T71NgZ0V1ocPQkBA5QOugI9WHeH5958nJCma2J6LqeOmh2Royc+fhdKMr9o7kzd5Er+GPsRYSyVrX+6Ep4MJuyc4OnKpaz+sU1YRb+lAl3ruLBzVEsfyfNZWKP59gKVWw+jR1D55ku3PqRnZeCRnrmUyZvEhXu/bkIndAk1XqDU5GU6fJuVKIi+bdUVtpsTOUkmXwd35vJUfIT4Od40t/6l17Fu+hrPZTqiTill74honwo4xyTqJh+a8iospryNQoFLz6y87mBdZTJFal5i52GcwrXcVMmFEZxQ9Sx/4Oeu6m4CuY1gFVfi3z/jx48nMzLxle3Z2NuPHj69wQJX122+/MWXKFN5++21OnDhBly5d6N+/P3F3KLgTHR3NgAED6NKlCydOnOCtt95i8uTJrF692ijxfvvMbJ4e9h7xfkb6oAbQoweHjkYydvhsPByM8+HJ5onh/PnTa7S/coYEIxQMzLyh17yhiwWWjp+UXUh+kfHWUZUWCvRxsjZqZXBfX1eO+4UQoTbyE5ucHK4PGMwhv0bY1/EzWg/x0JLpdMZsIRiXlkdKTiGWSjMa1zJcq6J2dd0w06iZ+dVUNC4uugJJRlA6I6BZi2AYMgQ6djTo+drVdeO3Zn15qceLqDvfOSlsKH/Wac3wUfO59IIRUmfvvw+XLlE8aRIA284bcR1r3bqwaBH/9+w8AB5p5mOYFp9WVjRv05Bm/s4UFWtYvj9G/+e4gyX7oilUqWnm70wHQ9V7AAY08aGWsw1ely+Q2q0XvPGGwc51J9/t0k3zbjn4IeweNexSMMXkyXy04EWeOr6B5ftjSM818ozSLl3g5Em+f+F/RCtsaejtwPhOdfU3vp0dzJkD3bszcNbLOFibcyw2nY+2ROjvHPcSHc3+sJO8+6duCeHkfqE81SFAb8O/2b8hnbo0JcXWiSgze47Em6COEPDTgRi+O36dc56BFLu4Eti5ld7PYb1zO65ZqfSLOUZ6cjoTlh4ht9C4BXfRaHQzWYA/T16jn0cf+o//kloP92LxuDblSwL8l1KpmxUZGorD7HdZNbEDj7fyQ6OFDzdf4JWVJ436ebe0zldhsZqPrRowp9fz9H5qAZZWlkx+KJj9M3ry7sBQQn0d75mgsLEyp9Ozw/lhal/+erkTvUI8efOfRQxd8BYbej/Jj3sum6RuG0BYRBJre41kzIT+9D0TRqdgN/56uRPPfDMT2/CzKMaM0fs5K3z3oNVqb/uXffXqVZycTNdj89NPP+Xpp5/mmWeeISQkhAULFuDv788333xz2/2//fZbateuzYIFCwgJCeGZZ55hwoQJfPzxx0aJ18VO96Q6Pc+I/+gpFCQqbYh39MTd3kizNurUIcnZE6VGY5TlAaUdAzwcrAzXa76Es60FDtbmN53XGK6UnMvf0E/G/6OsS4IRXysA7u5seONjRoz60PAdA0rNmUO7R7sx4MJe4tLyyC4wQiGrI0fIfu99Wl4Lp4mfE9YWhnv/uthZUt/XGa/sVMyysuDAAYOdq1RSdgGXk3NRKKCNAboh3E6oryMOVuZkFxYbdWZHqdJCgR0M8PT4FqGhEBRErxDdUrOjselGLcCWW1jMprMJAAwrrcxtAAqFgue7BuJYkMO6f84Y5UNpVoGKsA0H2LRkEnNTD2HIVKSF0owJnevimZNKrQNhaL//HnJzDXjGm509FUV4eBzmZgrGdwow/AkbN0arUBBKDrlFan7ca/y15ocsPfigULeM8P8ea6L/J/XPPw/bt1OrST0+GtYMgO93X2arMSrQ5+RQ0P8R6j/Sg8bxF3m8lR+THgrW6ykUCgUzn+rI4ne/Y/iT8xi/5ZrRf9+GRSTx3l/n0CrMSP30S6xOHjfMEoWJE+Hnn7HatgUbFyfOXsvipRXHKTZWQdrcXF2nmLFjWX/iKq/+dpJihZIBnRry2Yjm+nnvPvoonDkD3t5YWyiZP6wpP/qmY6tR8depeB7/bj/XDP15vrBQlwRt3ZqTF+N55Iu9fBUWxeJWA+nYtj5hr3dnap8GONlULOnR1M+ZH8e0puHAh8i2sWdp4z78b0M4A77YY9Q6HgmZ+bz4yzHGLTlCvMYCpVbDVPtUfn66HU39nHWzUQw0A6Pc/XxatGiBQqFAoVDQs2dPzM3/HUKtVhMdHU0/fbWWKaeioiKOHTvGm2++edP2Pn36sH///tsec+DAAfr06XPTtr59+7Jo0SJUKhUWFre+uQoLC2/qiJCVpftFp1KpUKnK94HLqeQGMiWroNzHVsb1kur9braWxjnvzz/zxs/H2RmRQse0XIOfMzo5ixcP/M6QmMMUe05FO27cfR9bGlt5YqztasO5+Gw0n36Kds1PaEaPRvO2YYs8xZRU7X9u4/doZw9F89praIyw9tnXwZKQpMv0OHYaVe0UGDjQ4OcsFZWk+1kLcLW57+tTketZyuzqVZTh52nv0YSNdObs1XRaG3CqPoDZn3/SeOGHPNm4FxEj+hv8Z6VtgAvv9Z5I59ZBTOzXT9eCx4D2R+oKo05IOondT1dR9ekDfuW7YazINW1Z25ldkSmcPnSWBnWsoWnTcp2zotLPX+RyYiYKpZKW/o5G+z3v7WBBPU87IpNy2X4+gUebVaLg2X1Q7NqFNjiYv65DXpGaum62NPGxv6/XW9Gf0d4bltFz4Xt823YIvx1uwah2te99UCUs23uZoQf/JCQ5BvX+raiKJxn0fEObe/NFo/Z8ljCS5m++QGdLS4P/fJbKmDKNPQe2se65mbjb9i7XtanQ9Rw3Dtq0wU7pCb+eYun+GMa1r42zrWGXESoWL0bbvTtFtQN4a+0ZAEa09qOp7/29dytEo6FnAzemBJmzIKqYaatOsc7DBn99LUO4jaToa+RmFuCMAr/GQcwe2JDi+2wZW97r+e4z3YlZdozDMemMW3KYdZ3tcW/bXPeU2YAuxiSx9Y1P0TTowZCWtXima11UCoXhfmaGD8cL+G60M6MXHyHznz28Z6nlvcdbGHzavOLECZQbNqBBwXd2ndB4BDK8VS3mDGyIRl2M5h550XJdU7VuMMX+/fScOo7D9UPoP3gOZ69l8eiXe/nqyWaG+1yUno5y2XLMrieydNpnRIZ2x83OklkDQ+jXyOv+X8M91Jr3HuoZUxl/MZNPtkdyKSmHVa/M40SjugyaPhYvR8MsF1AVq9n3wXcsSLbjnKMPSjMFhZNfIXvmOPwe6lbun9GKKHciYPDgwQCcPHmSvn37Ym//75M5S0tLAgICGDp0aIUDqoyUlBTUajVeXjcX3fPy8iLxDlXjExMTb7t/cXExKSkp+Pjc+uFp3rx5zJ49+5btO3fuxLaca+hC/9zJP5tWEXmwNRvzJpTr2IryCwvDPTKFEM+25KRo2LjxqlHOW5RhBpix++hZHJJOG/Rc268p6JUcS3DcBc7u30+Up2e5x9i2bdt972tRoHttUZFRhERFEb9rF8dbtCj3Ocvj0CXdOZ1jI1AkJHD+wgUub9xo0HMCFGugW/RxpoctJSY/glMG/se9lKK4mCMRloAZWdcusXFj+QrMled6lnJq2BDrmTPZrKkHali94yBJ3obtAe2tVpPRuCt76rbAMzmKjRsNW+XePE3BodpNiM3WUnvLFoOeC2DVZd37duie3zBffIaTL7xAbN++FRqrPNfUoVDBI+H7GPnhfFJDQtg7b16FzlleHSe+zPH0dF5/ahYHwowzddQqPZ36q1axICqehwf/j192nsL82gmDnU+hVtPnmWewysjgwDMfgGsjGtlls2nTpnKNU96fUd/UVNoUF9E0MZLXt4XjlHIWQ60YKlLDd8eVmHV6Et+6rtg3DybNCL9v27qZ8XnnkQSczGBK8UZD16AFIC1HRdvzp3EqzMXBRcvGCr7OivzO1Wiv4GurJD5PzczlOxhQ23BPWF0uXKDLjBmorayY+/ZXROV4Y2+hpbkiho0bYwx2XoDAv/5i8vLlZA6ZypK6XRn73R6mNFZjiJJNecXw+VklmU/Op3lhIoMCtWzbsrnc45Tnej7mAXHXlbQ4vAO3dz/mcp++XHjuGYM91cws0FB35lzmXjpKwx7x2LV/gk2bbr8k2BDeLjrL4yvncHJXfd68PpNuQYZfZ64ZP4lfcz056xFIWw8NHSxi2bw5tlxjlOeaup8+TWs7OzLcXRjfVMGii1qu5RYxetFhhtXV0NFLT5+Nbii2fSkLLvd+AVVuEVvrd6CNu4bHAvLQxB5jY/le6n2xB14PhQOn03h/2zfYb8hnfFw6Tl2b0dVbq9dSXBcyFPj8+BNj9v4BwW2ZO+4dHq9bTC3LeP4pAMrxezcvr+IzdMudCHjvvfcACAgIYMSIEVjruW2OPvw3E3enZQx32/9220vNmDGDqTdUHs3KysLf358ePXrg5la+NYP7wk4RmB5Pbk4mDQcMKNexFaX85htabdnCgf5u1B7ZhwHdjFOfIG7XZfZdv4Sdpx8DBhi2muz+P8/zeacn0Qx/nEeG96BBOarpq1Qqtm3bRu/evW87I+R2zigvcnJvDBf7j6R40ji8g4MZcJskkj6tWHwEktOJ+/Q7mtjk0NDXl4YG7I5wo1c2RvF3Yhca9RvIACO9b80bN6Z1UibPDH6bQc89QQt/5/s6riLX87+abYtk/+5ozFxrM2BAowqNcb8ye/SmtXYnAAcf02W/DalDXhGL54WRmK+gXdeeBq/W/cUX+4BclP0GoPFyotGLL9KoQYNyjVGRa+oVm860MyloFApcnJwY0LevwZ9QkZpKUW4OlqoC6vboyIABbQx7vlIZGZg/9xwKlYqg1CtEWteld9/uhitKFh+PMjQUTfgFNjnVx0wBb4zogfd9PkWp8M9or17kPDKQV3fmk1FQjHlAq7KnRPq2/GAcOcUX8PN2p/sH3xitLkub7ELCPtlNTA54Ne5Aa197XbV9A5r9dzjvj/2M54tjmDrzhXIfX9nfubaO57n09v/xQ88x/N/Y3hWe9ntPDRui3bCBfO9a/FHgC2iYNagpgww8ewbA7NAhzIqLeU0Zz1obC67kqjhBXd4bEKLX8xRm5TBhVTiJ+el4uTnxwXO9y7o43a+KXs+OXfP5btIhLNXFZCZk0/OhXljZ6P/fl+yCYkYtOkK7Oi1pHXuWR1+fgF2v7no/z90oHB3RfGVBtpUtfyVY06lrC73PwlL89RfaNm3Ax4ft4UlMdrdA5aJlYFNvPhraBGU5sqAVuqYDBsDo0Xg5O/OUvT1Di4p56/dTbD2fyG+XLShy8uXdhxtib1XuW8t/nTyJ8oUXyHxvDh8W1WLluatQqxVejlZ8/2goPRp4VHzschjWI5v0q4eI3XWQsNrN0caacTrXjqm9gukT6lmpGR/nrmUyf1sk+6PSCGzYi8eObsKreyc2T+2FmXnFPpOkVqJYYIWv1tixY++5z71uwPXN3d0dpVJ5y9P/pKSkW576l/L29r7t/ubm5ne8qbeysrqlWwKAhYVFuf/Ry+rdn8eTrKjTvAEfG/gf9zIDB7I715ILHgG0cbKt8M1RuURE8Nj8afgm5LE66P8Mfs5rGQVcdvNDPbAZFqEVW6danusZ4K6bGXPO0g3zh4zzYf9quq54Sq3AWpgbaa11qdTWHXjZrQGfP9KcusZ4/xQWor10CV+NhmQ7Z+p7O5X7PVSRn89Sjf1cgGgirucY/L17JiodgEB3O7ydDd/2zdPJgobeDrgd3EPO61vwnjpRt87cAJKzC4kqqQ/g9cEczGwtK16ohvJd0xYBbiS7+dB88q+seethgo2RxPb2pv87f2B24QKvNw8yzu9aAA8P+PBD1MH1yD2qILugmJNXs+loqBoFderA3r0sXHME1eEkutbzwN+t/O20yv0zamGBRbeuPFUYwZf/XGLRvlgeaVZL7587ioo1LNobA8DE7sHYWBuvUKqvqwXDWvmxdl8kmZNew+LcLjh7FhwdDXK+1JxC/jh+DY2Zki4vjazUe7ZCv3M1Gvq8/CR9w8PJsbJlebf6TO1dv8Ix3FWDBmh37mTq9/sojM2mU7AbQ1v5G+dz65w50LIl9kOH8llEMuOXHuHnQ1doG+jOo830k9DXnDuPplNXvLtOwL5FT5aMb0sdj4q/b8p7Pet4WDDq02mMt7Rnl3cIj26M5NPhzfVa6LeoWMPk344TnphNcvdhPPPZa/g1MdD75W569IDDhzgaUUTx4XhmrD2Hj7Ot/n7nfvedri5B27ZsWbiSSWvCKdZoeaSpD5+NaF7hxGS5f0br/ltA08nCgq9O/0bK+i2M6zKRtSfgeFwGcx9rQqcKvm7N0qWYHTvGtRdeZeWoT0Ch4Mm2/swYEFK54ofl5eqK56JvcS9S8cGpBD7cHEFsUhYOQwbxfatu+L/2Iv1a18XqPm/ctVot4Vv2UfDeLHZZeLG/80gslAp6DOpC8f/iaOpVuc/wlfk9Xa53TkhICCtWrKCo6O6F7SIjI3nhhRf48MMPKxxYRVhaWtKqVatbprps27aNjneoSt2hQ4db9t+6dSutW7c2yoc26zr+HPFvTKStcbJcALz0Eh8+/jpnfOrh7mCkYoEqFX7b/qZH1FGjdA0oLWRn6I4BpWobuYCeSq0hoaTOg7Fe443KXm+qkQoGWllx4dQlHh/5AWpPL5xtjdia9ORJ2m5bRVDKFS4kZhu2GFBqKqfP66YztjJwLYIbtQ90Y8LRPwle9CVUYDrv/SrtFtDQ29G41xCwMlfS3N+ZLGt7jsSkGeWc17MKuJRaQKRnAG2NnKzj1VdRDnyELo11idDt4UkGPZ1Go2XFRV1nDUMWCbydMR0CsFZouXA5kWOx6Xoff93Ja7Q4uI0l6+fxeLFxltLd6JkugajMLQg+HAZXrsDKlYY5kVZL2Je/UFhUTFM/JzoEGq4rwh2ZmaGYMYOsBqEc8m/M4r3RpOm7g8AN6243nktiW2w2lkoz3h/U2HgPr8zNYdgwUCjo0dCTF7sHAfD6qlOciNPPe/j4m/+HY2YqT53cyHejWhDqa5jk0d008nVi/MwJmJmbs+5kPPO3REBk+Zb13Ym2oIBto1/h8IUEbC2VLB7XxjRJgFKNGvHG4OYMaOJNkVrDkWdfI+rrJfoZu2dPcHHhcv2mTPrjLMUaLYOa+7KgEkmASktKQvHTT3hEhfPxQ37UcrYhNjWPUT8e4uUVx4lKvo+uEWo1ZGai1WrZEX6dJ+o8wi/N+zF+8Ewa+jiy8rn2zBvS1LhJgBuYWVowok1twl7vzpdmF+kWfZwnNi5m+h9naPt/O3hr7Rm2nrp6299RBQVFHA+/yoLtF+m7YDef/LiVlod38PSRdQxv6Mw/r3XnnUdCcalkEqCyyvXuWbhwIZ999hleXl6MGDGCjz76iF9++YXVq1fz448/MnXqVNq2bUuLFi1wcnLixRdfNFTcdzR16lR+/PFHFi9eTHh4OK+++ipxcXFMnDgR0E3rH3ND+4WJEycSGxvL1KlTCQ8PZ/HixSxatIhp06YZJV7X0q4BRm6Vk5KjK3boYW+kpR0BAaTPnc/MPi8Sn55XtvzCEIrVGjKvp/Lo+V0ERZ4y2HludGMiQLt5MyxcCCmGqzgan5GPRgv1shLx+HoBbC7/er/KKH29165nQCXWJpXHJbUVR/wbE+hhpI4Bpd5/H49pr9An9hiFxRpiUg1YufvTT5k0rC2v71pG6wDjJgK21mvP5jb9oUkTg53n0GXdDfgA6+yyAkTG1K6u7h/cw9FpunWIBnbwsi7x0cjXEScDFz27k54l3QP+v737jo6q+to4/p1Meu+VNAKhd6RJEaVZUMSCggL2hoqo2BUL9t5QLID6IvhTwY6AgEgv0kFqIJSE9N6Tef+YJIK0lElmkjyftbI0M/eeu4dDyd33nL3/+Od43fy9e/gwFBWx5kAqRzPy8XC2Z0jbulmefyYBP3/P6s/u4K413zF9uWWrzZeWmfho2X5uW/89A3euxGnJHxYdvypiAtwZ1D6U5y66jc8efQ9uu61OrlMw/0euevwW5s5+lDv6RluvT/gNN+C+dTOF5/Ukp7CED5dasE5Kbi506QJvvklWbgHP/rQDgLsuiKn/f1sqlJTw0G/TmJS7k8KSMm6dtYFDtfx35t0/9nJtm1G82n8syTNnc35s9eskWUr/2ABeGmn+d8Xu5ZcobdsO5s+v1Zgmk4ldQ0dy6dz3efPXt/hwTFdzdXUrs7Mz8Naoztxeeoj7l31BzD03s2NxDbvx/PPPv//fogW/zlnEoGYjKMKOkV3DePNaKyYBAAIDYedO+Phj2tw4kt8m9mNc70gG71tL3MK/GPzGMu78ciMLdySetquLafFiilu2Ys/VYxny1nJumbWBdWllvHzFRO65vi8/39uXXtZIRp6Gp7MDlzxzD3mvv8mOW+7H29eDzPxiZq+NJ+bC3qRGtuCS+2dx0RvLGPrWcj4YeivFXt78ccfjvL14L3uO57CiVU+WXT6OlN8W8+r48ys7cFlbtbYGXHjhhaxfv55Vq1Yxd+5cZs+ezcGDB8nPz8ff358uXbowduxYbrjhBry9veso5LMbNWoUqampPPfccyQkJNC+fXt+/fVXIiMjAUhISCA+/t8CItHR0fz666888MADfPDBB4SGhvLuu+/WW8FDbycjQ/esIrQ4ByaeD451/JSstJSygkJSc8yJh3pbEeDujtvDD/LbU79hKjWRlltUZ3uREzILiEw5zLs/vYZp4//B0aN1cp0ThXq7YGeAwpIySu99APt9e6FdO7jggjq5XsXKgwszD2B47EXzdeqxW0eEnysv//Yu1766GD54H+6q/j7S6jqQbP7BKNq/7pfLn2TAAMjNxS4sHICdCdm0CKz+sueqKDt4EDuTiWOeAQytxxUBPaN9ubPTUOYylA09zqeumtytOZCKQ2kxdz0wGh5xNLcmCg+vo6udqke0HwbTHoa9/BDcuxX+/rvaHQuq7H//o8vjzzGqxUA8+91ZN9c4l8REBi6ey4jdCcxv1Y99STm0DLLw792xY2HbNrbd/hwQyfBOoXXa8vK07OzwST7GEFbz9s5EDiTnWOym7rftCRxIyeXZKx/mm6L1ONTD33Wnc8eAGEbu6MZqOwOXZRfWSRXrjev+oZOjC/tiOjKqY/3UmzktgwE7RwceHtqK8TPW88Xqg9zcN7rae9tP68svzVsr3n6b90P6kJRdSLS/G3eVP5G3io8/xu7dd7nXw4PVj89mdUYR109fw9e39yLSr3r/3pnKynhr8V7eXbIP7Iz4PP8Ml/SvnzpQZ3NN93BSsgoI+/EgxpJili3ayIArrqhRsslkMvH8z7v4J+R8PnJajvu9d3FBK+slOv7Lyd7IA8/ewg9bV5GRksHLf2bycUQy/WOruPK3tBRGjjQXi9u8GVPbtnywdB+vLzFvY762ezNeGtmxWjUB6kxgINx+O2C+WX52WEtKbv0I+5Rkrh39MgswsGBHIr2PbGdoxn4S23flYLvzSM8rwm77Ab6O249/YjKJ7cfg7unFmF4R3NavOf51XKuoRlxccH3wAQYAq8pMrNqfworV/xCTZl4ldgxHMsp/Tk0rBo+ifHom7WVv2yCGtAtmcJsgvFwvteIHOL0a1Qjo06fPGZfa24K77777jKsRZs6cecprAwYM4O+//67jqE7P192JD+a/jL2pjOLEh3CIqOMfinfuxK5jR/7wDmbAHZ/i51Z/f9gc7e3wd3ciObuQhMyCOksExKflYcLA5uad6NzFsn1yz8TR3o4QLxeOZuST1rs/gR3aQzU7SFTH4TTztgC78HAYPbpu+uSeRbivKxuc3LAzlcGBeuj3/OGHRKzeTzP3djQPaF331zvRfffBffeRPm8brI1nV0KWxfZw/te2lz/gJr9LcXNz5nn/+ns65ePmSOtgD/5JzGbtgTQu7Wj5YlkpOYXsTcohJj0Ro4ODueBZXd2En0GXCG/sjEaCjh+G5GRYvNjctqwu/PADEfu2E+0bS2yMlZ5qzJ+P0wMTuS+qDfNb9WPxriTLJgJycmDvXkxpaczJcQPX+t8WAMCIEfDVV7yTG4HpQBafrojjxStrv7KlrMzEB0v3AzDgygE4DKqbJ/FV0TXChx5Rvqw7mMbnK+N4bFALKCoCN8skRktKy3jE+zzy7viUyZdXr/BYXRnQ0p+Hjq+lz8JveKfNLF65oWftB73jDgAOeAXzyVbzip0XRrSv/+TViW6/HRYtwjBuHO8MGsT109ewPzmXUR+vYebN59E6uGpL+ouKS/lr1B04JWRB/7E8dkkbbrOBJECFuy5syYfvfsx9737Ojx69uH7edp67ol21ipgWJqfwxLKjfLvxCER15pcfV3H9kPppBVsdLq5ODP5pJnd+uZH8vSncPHM9z/cN5rrHb8YwejRMnvzvwSUlcOwYRJS3PzUazVtHDAbyV6xi8tYiftpyDIBb+0bz+CVtLFpnwaIyMrAfeAGsXMlzL9/Kd1uP8/PWBAYsW8/4td8xPelKPqL8PsctjAkjHye7/0Ae6xXLpR1D6q4wqIUZ7Qz0axlAv5YBcNERCrZu5+tOvcgsKKGk1ITvtS1ILb6bfl070L++agPVUI2LBT733HNnff/pp5+u6dBNipebE8uju1BqsKNLbiF1/uPi8eMAFNg74u3qgGNd9Ko5k8RELkjfz/J8Z45l5NM+zKtOLhOflse2kJa88+R0ZtzUo06ucToRvq4czchnxcQpjOxatz8MV6wIyOvdF16u/6eNkb6u3NFjJJ/0HMlfU6+jzjeYvPMOV+7Zw7ejXqj/FQHl2oSYfxjblZBVZ9fYeCidNFcvOrcKrPd/6Hs19+OfxGy2b9rNpf4msHAHinVx5m0BDu3bYvg4DQ4dqrNWUmfi5mRP+zAvXus/ljsGt6b/6OF1dq2jjz/Leyk+bGnWhv9FWykRcOWVMHMmqX2GgcnEop2Jln3y6e4Ohw7xxxe/ELfbSPMAtyp387AoJycYM4abDqSyYPoavt14hPsubEmwV+3+Zvp1ewK7ErJwczQyvk+UZWKthTsGNGfdwTQOfvU9ZRNmYHf1VWChWky/bEvgSHo+fgEBjBhQN8VCq8uQn8/tv3+GY8Ix5n0xk80DWtG5tr+/DAaKb7udCe+vxGTKYkTn0BoXNrMYB4fKpfKBwNe392LMJ2vZm5TDlR+s4qWRHbiic+hZn57vT85h+qv/xyvzPuMioPn4a7l4gBVXOZzB3YNaM8PlLn76eSdfr4sn/lgan/72Oi533g6XXXbmfxMyMsi76Vbyl/7JH2Pfwc7Ni5dGdmDUeRH1+wGqwdXRnk/HncfD327hh83HSHv+ZQxbtlDk44vjiYmAFi3gyBFITAT/8t+LL77I37c/xMQtBcTHHcNoZ2DK5e24sVekdT5MVQUFwTffQGkprY1Gngj34/FL2pAedIyjoQ506NaX5y5sh4+rI6HezrQLHWbdJJwlhIXhHBbGyf0+rPx3SjXUOBEwb968k74vLi4mLi4Oe3t7YmJilAioIqOdgQfGvUhGXjELfYPqPhFw0UWs3bCXiZ+tqP+lN/fdx2v/+x/PDLqDhMwBdXaZipvk6i6pq60IX1dWH0itl4KBh8uvYa09Rr5ujuT5+pNbVMrRzAJi6nhvpWnMGBbNWcQe/0hiAqyTCGgb6IpDaTE7j9VtIgDqt1BghV7N/fB7+XnufWUuPPAAvPmmRcev2C/fq7mf+YlHc+s8qeoR5cMnhzsT4RNO/zrcirUi14E5nYfRPdKndu2UaiMoCNasITyzAF76g7/jM0jIzCfEywJLrCsYjUwvDADSuLpbM+vtKwd6RPvSPdKHzQeSeXfJ3lqtCiguLeP133czafmX9Ir0xjuzE7jWfVu5sxnYKpCWge4U7S/G7sB+8w/czz9f6y2FZZ98yq/7HMDgz7g+Ubbzg7mbG47TP2bhzJ/4v+YXs+3HHXx/V5/qJ0kLCuC992DiRHBw4KNl+9mZkIWPqwNPXmYbSY8TBZYW8OuCF3mmz43MLvBh4tzNfLvxCA8OiaVzuPdJf8aOZeTzxepDfL4yjiJjMzwvvptRHYO4+I6rrfgJzu6m86Np5uPK/XM20el/n+Oy/Gey/96Ecd8gXN3K/27avdv8pLxdO/KKSvhq43EGrtxATGYqlxzexNBXJld9qb0VOdrb8faoznRs5s0bpdezOyASN6OB4MV7ub5nOIEezua6FY6OsGoVpuHDWXMgjc/WZLN4lzl5HubtwrvXd7HKzwU1dkJrXoPBgO/NN8LNNxIG9LZeVHIaNf7pZNOmTae8lpWVxfjx47nyyitrFVRT4+PqSEZecf0UDDQYSDS6kOAZQC/3+q3aTWQkGQEhlBkMHMvIr7PLVFSyr++b5Ai//3QOMJnq7Inn4fTyZIebdQrFGAwGwn1d+Scxm/i0vDpPBCRPnMzted2wM/z761yv7ryTrl98wfCL7uL7dheSklNo8USa6b33GDrrV1JiB9AtspdFx66KntG+LPBrRhkGio4lWHyVx7+JAOtWyO0R7ccnf8WxNq5uOwes2Gf+vHXWsq8agr2cOS/Kh/UH0/ltWyI3940+90nnUlQEjo4cTMll3cE07AwwsosVtgWcwLBhA59/8QiLchyZ7PAgt/VrXuMVRHPXHybjSCK3bZiPy+pCuO1aCLFuIsDOzsDdA2N44Hg2z1wxiYc+fRKP2iazdu2Cu+/i/TITI+/8iLG9B1smWEu57DI69x+Ey+vL2Hw4g7kbDnN9j2o+Bb73Xvj0U1izht0fzOTdJeaq9VMub2ebe5EfeQSHRQuZmptDwJQZTFu2nxX7UlixL4UwbxfahHjgZG80V2Xfvo1MRzeKPAPoHxvAuEdeo5mPbRQhO5vBbYP49b5+POFlx7TCPPb5hbPkjb+4qE0QPULduLZva0odHHnqq9X8tCOZ7MISfht6Ly0iA5jwwFX1/qCnNgwGA7f0jaZHlC9Pzg9gy5FMWLyH95bspV2oJ+e9OIdCP3+SM0vY8vKSys5aRjsDN/aK5IHBsQ1mybw0PBa9i/D09OS5557jqaeesuSwjZ5PeTXp9Lz66RyQnF3eMcCjnjoGVHjtNb79bgVfdr2MY3XYQjA+LY/p37/A1XdeCatW1dl1/qsi8WDavt281KtNm3OcUXPxaXm4FBUwqHtz8z7rnCq0abGwCF9XRm35nZDHH4S4uDq91oEUcwGWcF/XKvdttSgHBwz5+fTIMRee3HY00+KXKPxuHpdvXEBMRgKdrFD92MfNkbi+g+k0cQ5LnrDsaoDUnEL2HM+hQ8JeLrpzFLz+ukXHr47zyrsxlO7ZS+4zz8GsWZa9gMmE6cEHcfpxPo4lxfS1gUQAJSXclreXyPRj/LItwTJjTpwI3bqx8RNzK7u+LQNqvRS/1kwmPNes4JJ9a3HOz+W13/859zmnkZlXzNuL95Dh7MHK59+Hm24y9wm3AZd3CiMm0J1ZrS/k882170xT6u3DmlY9Wda8Oxdd2b/e23pWRaCnMw8MjgWTieRHnyZxezXbz40aBR4eFN5+J/d9vYniUhOD2gTVWa2XWnvpJbjwQgyvvcYDg2P548EBjGrjg19ZIUcz8lm8K4lftiXQYukv/DhjIh/+NZ1PbuzGrJvOaxBJgApR/m588cBgfN97g/UDhpOeV8y3G48w9ZsNZDq5kebgyh9/biO7sIRIP1euv+9aXnnuxgaVBDhRh2ZefH/3+bxzXWe6RnhTUmZiy5FMPt1fwJfrjrBgRyIJmQW4ORoZ3TOC3yf2Y8rl7ZQEkDpl8fWKGRkZZGZa/ofkxmzUX//jjd+/IStzDEx7rW4v9sUXxC7eSBv7Fvi7R9XttU6jYklqQl2uCEjLo+3x/XhlJYNd/T0xr2ipt7fQHvbvNy+NKikxF32xoKyCYjLyionNTMRgMpnb97nXf9ujCF9XLtuygNYJe2HMlRBtgaeMp5OczMGjGYAVOgZUmDQJJkxg7cZs2Hqc7UcyGWjhKsWbrrmZ9UWBpHXvhYujdZbmdmnTjC3pJazcl8IlHSz39LOiPsCI1H9wWPkX+PtCPbVo/S9vV0daBXnQact23Ka/Cz16wLhxlrvArl0Y3nyTqUYHlj44t/Z7mi3hjjsY8vnnxJ83ghd8Qmu/PaC0FL7/Ho4fZ3mXNPAPtk6RwP/q0QPefJMj/YeR/+0Bft2WyJ97khlQzSXELy/4h5ScIloGedD/vkvA/tY6Crj6jHYGJg6K5d6vN/HpXwcY1ycS7zUr4LzzwKP6hSB/SChh0qWPEmwsZaElVorUkZvOj8bz5Re4duks4i9eSVncP9hVNSk8aBDs28czfyWy+/hhAjyceGlkB6tuYzkrX19zIdPy+MJ9XXklZTW89hDxt9zDqtsnk1tUSqt+3jj++CpdmgdAtGe911yxBKOdgVHnRXBV12asPpDKX3tT+Ccxm1vfXoizg5ERoZ70beHP+TH+tlsgrxqMdgau6BzGFZ3DOJyWx6bDGcQl51JmMuHhbK5h07GZF66OVtpOJk1OjX+nvfvuuyd9bzKZSEhI4Msvv2RYPbYxawy8y4qITk9gx+HDdX+xr76i/6JFzL/0AassiQvxNj8xSqijFQGZecVk5hdz+8inmHdpGE5t62//X0UiYAduFP6xBKeY5iftk7KUivoAKZEtzZXPExMtfo2qiPBz5Ye2F5DQtQ8Xt6jD7gx33MG1P/zAxqET8Dj/jrq7ztmUJznaJR1g3tbjbK2DFQG/NevMF/19uPk86/0w3reFPzNXHWTFvto/aTxRxbaAzBFXwYju9d4t4L96RPvye/Nu7D5vAK1uGW3ZbTwuLmy79ma27jlGh9Zh9VuQ9Uwuvxzmz8c92HxD/MvWBG7tV4saDUYjbN/O/mmz+Cm7JR7O9gxpG2ShYGvpgQdoCYw7VsaMlQd5cv42Fk4cUOXk2sZDaXy9Lh5MJl4Y0d425u8/Lu0QwgdL9/FPYjY7x9xOn/mz4IYb4Isvqv77OCuLPGdXXl2wGwwGxg5ph6ez7T55NNoZ6PnCwxxd8TPvdryMsKX7zasETufwYbj/fnj33cq/a/4vLp856w9jMMA7ozoT4GGDWwJO9N95XLoUgIjWUURUbo2Ihq1bzV2DGmAS4ET2Rrt/q7A3EeG+rjbTS16arhonAt56662TvrezsyMgIIBx48bx2GOP1TqwpmTf0Cv5xCGK/oO7066uL3b55fxZ4MJu/0h61XciICmJNvffxReb47jp+hcoLTNZvEVRxd75pJg2OF09yKJjn4uPqwPuTvbkFJZwuH33Ous1X9E6MNzPzVxh1t86S4/DfV15uvsVrA724OKOddi+58gR7MrKSPAIoKOVCgVW6Fi+ZH/bEcsnAjYctF6hwAq9YvzodHwft/z4Pdl7vsHjk2kWGbcisdCmZ3voYP09yD2iffnSw4/7Rz/Hgtv7W3bw6GjeGHYHy6KTedIWtgUAXHopHD1K4d+J8OMO5m8+WrtEAIC/P282H0jZtgSGdwq1nQJz5R4c0oo//47jQFo+ryz4hymXn/tf18y8Yh6Yu4XQrCTm/fgCQd1fhuirbe4my87OwJOXtuWGz9bytns7ejs4YAgPr3pCKzERevZkS7/LSAy7mGa+rtx8vu2uBqgQ2aUN835YyrcLDsIfe2kZ5M5lGftg504YNgyioswHPvIIzJtnLhL466/8viORp+ZvB+CBQbE2Ubej2n7+GbJOU6i2Q+3bZIpI01XjVHdcXNxJX/v372fNmjW8+OKLeNRgeVpTZmgezYZm7TjkUg8tpiZM4NWrH2JHcIv6z4g7OeEy/3v6H9yEQ2E+SdmWXxVQUagvwteCVbGrqKKA3olx1IXKjgE+9f8ZTxR5wmc1mUx1d6G1a7n6yf+xvllbYqy1NQDgl1/o/N5UOiXuITGrwKK/f/NWrIItm7EvLaF7lPUSAe5O9nT2deDyXcsx/jDPfGNRS0cz8tmfnIudAfrE2MYP4L1jzH/X/pOYTUpOoUXHLiopY+0B81YIW/m82NuDszPDO4XiYDSw/WhWzdtglv+eOJ5VwO87zKuRbuhpYy2tCgpwn3Q/C18fTWT6MWauOsj3fx856yllZSYmfbOZ+LQ8Hto8n6CjB+D99+sp4Orr29KfYe2CWRfWlvuenYtp6tSqb4WbNw/i4wla8CNuRfk8eWlbm0vknMmVF7Tjtn7mpMUDczaRccc9cNddJ9cDeugh6N8f3nmHHzYf5d6vN1FmguvOC+feC+tw9Vpd8/Q0f4mIWIjtrXlrgnzLi/Nk1FOxwIoffOt9a4CnJ7z3Hk+MfhqTwY5jGXWTCIhJPcyIXX/Cli0WH/9cKhIQ2Ws3wgcfwKJFFr9GxaqHEX99D6+9BgcPWvwaVRHm44LBAEX5haRv3lFn1ykuM7Gp1JVCByeirbki4KuvcHzrTYanmAuQbbfg9oCihybz64z7uDluBUGe1i24FnRhX17vdwPTb3nGIuMt35MMwPjs3Xgt+AnS0y0ybm34uzvROticsF63/bB5v3u+BeqWbNnCP8vWkV9Ugp+bY+U1bIWvmyOjvQvwz03nfxvOfmN8RvffD6NGsXDuIkrKTHSP9KFtqI3dnDg5wb592Odk83zRLgAe/X4bq/ennvbw0jITT/+4nT/+ScLR3o5WX3wEzzwDb79tc6sBTvTEpW1wsrfjp0xHvlobb36xuBhWrjzreSW338F7Y5/gpquepnO7cIa2s5FtHVX06MVtuKxjCHaFhczybU9c937ktTvhyXjXrmQuWMwLu4u5f85mikrKuLh9MC+MaG+7dQFERKxAiQAb4GtXytA9q+iy+Pu6vVBpKWW5eaTmmBMO/h71XB3YYIAJE9jTbyiF9o510kIwPi2PC/ZvYOz7T5gr79azijoBnosWwIQJMGeOxa9Rsdqg58//B5MnWy0R4GRvJNLFjh1vXY1v1w6QYtl95RXi0/IoLTPh6mgk2Jo3yZddBnffTVHXbgBsteD2gBR7F7IcXTGe191iY9ZU7w7hvN/nOj53ak6pBRZ6VCQCblr5DVx1FXz9de0HtYCKp/XdrxpsjssSSbuHH6bj4N6M+/tn+rSwweJWkyfz7OSrGL/xJ+ZvPkpRSVn1zs/Lg5kz4ZtvWLlmDwA39rax1QBg/rfmvfdgwQL6fvYGg9oEUVRSxtjP1zJnXfxJK5jScou47+tNfLUmHoMBXh7ZgXYtQmDKFOjSxXqfoQrCfV2ZPKw1AC/8vJM9h1Ph2muhb19zIqNCWpq5U0f5vxUfLtvPGyG9SQ2O4OWRHRvczbHRzsC713Xh+gGteKvfDQy86BH6/3Scx77fygdL9/Hw/7bQ75UlfLrC3M3mzgExvD+6K/ZG/cgrInIilaW0Af6GEj6e96L5mxnPgUMdFezZuhW7rl1Z6BPKhbdPx8/NOsVywrxdWE96nSQCDqfl4evmTVLXXgR27Wrx8c+lIhGwNTCGgSNGQHfL39hVbA1IH3ktHknx0KqVxa9RVUFB3iS7+RBcnIv94cOWr1cwcyaOC5bR29CKrN59rfsD65gxMGYMLivj4KedFl0R8OxNL7Di/CSe7dfeYmPWVMdm3ng625NVUMKWIxl0jaj5VoWS0rLK+gCO53WHgky46CJLhVor57fw4/OVcSyP7srVjphvcmujtBTc3Cg22rOseTfuiqmHrV7V1bMnJoOB0OJc0nKL+GPXcS6uTncIV1dYtYq9b3zIAv9W+Ls7Mqx9cN3FWxuxsRAbix3w3vVdeOjbLfyyNYFHv9/G9OUH6NfSn6yCEn7fkUheUSkORgMzWpfQt0uYtSOvlpv6RPHnnmSW70nmvq83MT8sHGd7e/Oe+QpvvQUvvAC7drHk4Rd55w9z+73nR7RrsMXK7OwMPDO8Ld2jfHhlwT8cTsvn63UnF1xuGejO5GGtGWwrhSxFRGyMEgE2wCM0kI2hrcl29+aC/Py6SwSUV5fPd3DG29XBOtWQk5Ppfnwvm9IzOZJu+SdJ8Wl5/NVuIKPfeYzA5vX/g3jFD1W/hnfh/jfvt/j4ZWUmDqeXJ1Cefgb8rPtDXISvK5eNf4dbhnfj3i5nqOBcGz/9RPj339PmwttI8h9q+fFroGMzLwC2HMnEZDLVOjlRWmZiU3wGJoMd3aJ8LRFirRjtDPSL8eHw4pWkv7IGPni+xmNtOZJBdkEJXi4O+H/0HtjQE/Kezf0w2hl4oucYej7+hbn4Zm0YjWR//Q19n/iBTAcXzrfFgmQjRmDYs4f9+0tg6X4+WxFXvUQAUNa2HRM6XgfHsxnXOwqnqrZwsyKXonze3/8L7QZdwwfLD3IgJZcDKbmV73cI8+Ltku3EjL0Lfr0O/u//6rX1bG3Y2Rl4/ZqODH9vBf+kFXJV7DV8veN+PGNj/j0oJgZat2ZP667c+dXflJaZuLpbM67sYgMtH2vBYDBwWcdQhrQN5o9dx9l+LJOj6flE+rnRsZkXF7QKtHhBYhGRxkSJABvg4+HM4Btfx2CAvW7udTcpw4ax9u/93P/JX1ZpHQjAyy9zw5tvkttjJGt6dbLo0CWlZRwtv0mOrO0P9TUU8Z8CepZ+gp2UXUhRSRlGO0NlK0ZrivB1JcPFk0Ppll/dAcD48Swr82KtVzsuCnCvm2tUh8lEu5JMAgqzSQaOpOfX+onaPwmZ5BSW4OZopFWQbewpHxrlycVfPYxDWSk8fMu/1bir6c/d5m0BfVv429wP5O5O9nQO92bjoXRWHUhllAX+zlgXl0amgwsRttoWymiEFi0YG1jA9OUH2HAonY2H0qvWqaKsDOzs+OOfJHYfz8bdyZ6xfaLqPORaM5ngooswrFvH3felMO7VN/hlawIHUnJxdzLSoZk3/Vv6Y/i/g+ab/4iIBpMEqBDo4cz/3dqTUR+vYcexLC6bX8LUKz0rW7EV3nAjH4b14cNl+yguLWNI2yBeGtl4qs072ttxcYeQaie1RESaOiUCbIC3i3kFgMkEmfnF+NXVTbrBQKLBiURPf3q513N9gAqRkRSENqPA3pEjFr55TMgsoKTMhKO9HYFW6hFcUUAvv7iUlJwiAtwczBNrtMxTs4pCgTFOpTiUFIPRur2QI/zquEvC8OF8eMyfHXFp3GbNjgEVbrgB59mzuf3qiUyNGcTGQ+m1vuHzvWQIc9Pz+fHWx2xmD2v/bs1ZEd2FYjt7OhxLJaSGiYCFO48DcIlnYdVbm9Wj81v4s/FQOsv3pDCqe7h5D3V0DdqoZWaCnR1/ltdDsMnVACcI8nRmTHMXdi9ew/TlQXx84zm2MKWmQq9emK6/nk98BgDm2gBeLrbbd76SwQCPPw633gq33oqbkz3Xnhdu3sqRlQU+5UmQG26A5s2hVy/rxltDLQI9+OrWntw8cz3xaXnc+Nk6wrxdCPFyZmdCFnlFpQBc0iGYt0Z1xsFG/q4RERHr0b8ENsDeaIenszknk55XXKfXSs62UseACvfdR+KWf3ir3w0cSc+3aNu5+LQ8jGWlrHpvLHY9e5h/OK9nTvZGQsoL2jkNGwIuLrB6tcXGj08133BPWP2NeeynnrLY2DUR4etKcFYKV896FW67rU6ucSDZvIS3uTU7BlSIjQV7e9oYzPOw4VBa7cbLyyNw+9/0PLyd1m3CLRCgZXi7OvLRw+9y+8gnWWCq2XaFQ6m5/JOYTVBeOpde3sf8a2eJyvwWdEEr8xPT7Zv2YmrfHtq1O32v7nN56y1MgYGEffgWABe1DrRkmJa3fTtPPTSSj+ZNZeP63exLyj778TNmwL59ZM/5lo0JuTg72DWIvvOVrrgCDhw4ued6aKg56XNikdM+fRrcaoATtQnxZNGkAYzvE4XRzsDRjHw2HEonr6iUAA8n3h/dhQ9Gd20Q2zlERKTuNdx/8RqZh/76kmUf34b9p5/U3UU+/5xW09+iVfJBAj2st6w8xNu58ql5aq7lWibGp+URlJOKf1aKuXWgh3WWWVc8IS4sLoGiIotW9a9YERCem2Z+wmrp4nzVFOHrigET166ej2nmTPPntZTDh8nZup20LPNnjraFFQETJ0JWFtlPTQFg46GMWg1X6ujEyDs/ZOJlD9Kxp/ULBZ6oosDW4l3Ha3R+RY/5kXbJ5ron3t7m5JUN6dTMG183Rw4Z3SgoKDL/mdq4sfoDrVuHoaCA7U5+ONnb2fyKAFq3xhgdTWZQGF552Tz7086zJ2UffJDCmbN46MI7KbUzcueAGAKstOqqxv7770FAgDnp88UX1omnjrg72TPl8nZsfnowX9/Wizev7cTvE/uz5rGLuKxjaIPrECAiInVHiQAb4VeST1RGAqXx8XV3kS++oN9X7xObfKj+WweewMneSFB5IsKS2wPi0/JIdvPhozfmwk8/We3JTkWdgAV3P21OAlx3ncXGrliCv+rZt+H4cRg3zmJj14SvmyNZfkF81PMqkl9/x7zc1lI++gj3Th14btFHBHg44eFsA8uQvbzAxaVyT/XuxCyyC2q+imdHYjZbPML4o+tg2oV5WSpKixjUxpwI2LHzMJlHk6p9/oLt5kRA6KgrzUvLv/rKovFZgtHOYF4VYDDwfw+8ai6oOnBg9Qf65Re+fXcuv8f2oW8Lf1wcbfyJq709/PwzpnXrOBwcyV97Uyrn67QMBt4J6sFC7xia+bhw54CYMx/bUPz1lzlxOWmStSOpEx7ODvSO8WNk12a0CvawuRodIiJifUoE2IgVQ0dx9ZhX2H7F6Lq7yFVXsbT/Fez1jyDAWlsDiovhmmuY+dkDuBXmcSTdcnvL49PyKDY6YH9edxhqvQrzlS0E3YIhMtL8Q7eFHEkzJ06a+bpCYKD5KasVGQwGwv3cePmCm9gx7GrLPvEtLKTE2YU9/hE0t4XVACcI9HQm3NeFMhNsPpxR43HWHEgFoEe0r83UB6gQ5e/GS3/PZf071xP34pvVOjcpq4C/4zMAGNIu2Pw01optLs/mwvJl/F8X+pgTPTVhMPClXRhF9g4MaiitykJDiQzy4s7+zQF4/bsNpOQU/vt+Tg48+ywUFrJ0dxIf/bkfgCcvbYuzg40nOqrCx8eifzeLiIg0NLb1k2cTVtgilg3N2pHgWoftw+69l1dHPsg/gdHWW9bp4AC//07rA9sIzE236IqAw+VPyyOsXK27ooDeoToooBdvI5/xRJWdElIt/Hlff513521kTqdhtlEfoML8+TBiBPfu/gOADQfTazxUwFuvMHT3Kvo2s4GOCKcR1r4lDmWl5Kz7u1rn/bw1AYAuEd4EeVq/u8XZ9GsZgNHOwP7k3H9/DydVcQVEUhIUFpKUXcCW8oSQzdcH+I+7LmjB7QdXMP+lUfx4wwPkFJaY3xg1CqZMIefKq7lv9ibKTDCqezhD2zWQRIeIiIiclRIBNsLH1bxUP92Ce+ZPp6JYoFX3d77/Pj88+Q4pbt4WWxFgMpk4mJJLn4Obaf/nL+bCUFZScWOccjQJpk2D556zyLgFxaUczy4gJvUwrZ9/FD791CLj1laErysGUxlZO3fD+vUWHXt/Wj5F9g4097ehG+X9++GHH+i137yXfP3BmhUMLNofx5XzP+H9H1+hR6RtbQuo0Pr+W7nw9o+54aL7OZSae+4TMP9ZnLv+MABTNn4Dl18OS5bUZZi14uXiwHlR5q0eizcfMt8Ah4dXrbbHnXdCbCxbZs0DoGMzLwJtPPHxXy5GmJi0AY+ifBIzC7hu+mpW7E0h+Y4J5AYEc3vQQLILS+gR5cvzI9prj7mIiEgjoUSAjQg2FTJ09yoiFv1YNxcoKaE0J5e0XBtIBIwdS/7wEWQ7uVlsRUB6XjFZBSWM3fQLoffcCr/+apFxa6KiqF1WejbcfTdMmQKFhWc/qQqOZuRjMkHXlDhcPp0OX35Z6zEtIdLPlT6HtnLvbcNgzBiLjh1X3jHAJgoFVrj4YnjjDQyPPQbAhkPp5BdVvzbCtvg0vup8MYvb96dNjG32vw6MDCGsRycA5m06WqVzNh/OYPfxbFzsocPCeeZ6HVbo4FEdl5T3H/9hVyqkpZn3jv/229lPysiAdevg8GF+SSoDYHjH0DqOtA4Yjbj+sZC4T/+P7/pcyfajWdzw2VrOW1VG17EfsiqoFT2ifZl2Q1cc7fUjg4iISGOhf9VtREhOCh/Pf5ERn7xYNxfYuBGjhzsLPrkbgwF8Xa1XLBCgmY/5qbmlEgFxKeYbxiPNWsCAAdCmjUXGrQlvV0e8XR1IcfUm69Ir4P77oaCg1uNWbH3Ibd7S3Bd7dB3Wk6iGcF9X9vhHUmTvaN4LbomCgV98gWnIUDovNj9ptamtAW3bwqRJNBvSn1AvZ4pKylhXg1UBv+W68OTQe1j8xFvY2XAhr6u6NgPgu7+PUFp27nafFasBLu4Yht3vC8yJsIsvrssQa+2SDiEY7QxsOZLJkSdfMHcdueuus5/k7Q1795L89bfML/LGYIDhnRpgIgDAYCD6ltH89shgxveJwsneDgejgYAAL56+rC1zbuuFn7XqyoiIiEidUKUcG+HcLJSNoa0p9Q+gh8kEll5+edzcAizP0Qk/N0frFiZLTydm31baHd/PfoeWmEymWi83PVieCPhj1N3censvS0RZK1F+bmzOK2bFS9MqnzbWVkUioKhjJxh3q0XGtIQoPzeS3bzpMvk7tj1/qWVualeuxLBoIaG9vbG3M1S2ZLQlBoOBfi0DmLvhMH/tSWZAbEC1zl+627wP/UIb31M+JMqdF5d9Qrf9m/i932Iu6d3yjMdmFxTz45ZjAFzfIwKifOGZZ+or1Brzd3eiT4wff+1N4fsSX+7reObPeBIXF74J7Ajsple0H8FeDWtbwH8Fejoz5fJ2PHlpG4x2Bm0DEBERacS0IsBGuIUGc9WNr/Po2OcsnwQAGD6cFRv3c/uVT+Jv7Sc7c+YQcslF3L/yawqKy0i1QF2Eiv3LUTayhLxiKXvFSgVLiEsxJwKi/GzjM1Zo5uOCg70duaUGjmVaqPjjvfeyb+qbLIjtQ4SvKw42VlGf/HxYupSrj5rrBKzYl1Kt0w8fSiJv/0GMdgb6xdp2z3lXb08uPrKFVinx7HhvBmVnWRXwyV9x5BWV0jLQne7lLRYbiis6hwHww+ajmEzln/H4cfjoIygr+/fAv/6C2bMBcz2EHzabt0yM6NJAVwOchr3RTkkAERGRRs7GfrpuunzdzEv1M/Jq3pP8rAwGEk2OJHn4Wbc+AJhb6kVGUuBpvlGIt0B1/bjyat/R/rbx5LjiZv1gSq75JsICe6QPlic7OuYmmvcw2wh7ox2R5Z/3QLKFEh/t27Nq4JVsD25hW9sCKixbBhdeSNd3nsdggH8Ss0nKqvr2j/2z5rJ62k188/NUPJ0d6i5OSzAYcHztFe4d9Qwfh/Vk0a7jpz0sObuQT/8yF+l83jcdw0MPwaZN9RlprQxtF4SjvR37k3PZeiQTEhOhQwfzFoFnnzUflJAAQ4aYa2HMmMHmwxnsOZ6Do9GOYe1ts86DiIiIyOkoEWAjfFzNNwMZeUVV2odbEzbRMQDgkkvg4EH+77anAKpcjfxsDqbk0v3IDsaN7A0jR9Z6vNqKKk9IhC74AVxdLVJELy4lF+/8LC6/7iJwczM/lbYRzf3d6Hp0F9E3jYLbbrPImHuP5wDQItDDIuNZ1PnnQ0QExl696BroAsBfe6u+KiBx6z+UGOxwjI2tqwgtyu36a4m46TpKjPa8suAfcitazJ3gvSV7ySsqpVO4Nz2/+wzefBM+/9wK0daMh7MDl5Zv4/l8ZRwEB8Mrr0BMDNxzj/mgkBC4/XYYPhyuvppPV8QB5toAXi42ntAREREROYESATbC29WRZxZ/zNKPbiX/q68tf4Hp02nzyVu0TD5k/URAuYrl8wdTarcioKJ1YFhmEk6pyZBe877ullLx2faWOZs7BlSlFdlZFJeWEZ+WR0h2CmXu7uYbEhcXC0RqGc0D3MEE4auWwi+/1G6w7dvhp59I3HsIgJaBNtQ6sIKnJxw6BLNn06edeUn57zsSq3RqcnYhT8ReSqf75+D5/NN1GaVF3davOUGeThxIzuWJedv+XT4P/LI1gS/XmOfr0WGtMUyaBJddBvfdZ61wa+SWvtEA/Lw1gWMZ+XDTTbBrFwSeUMfh9dfhhx84XGzkt20JANzaL9oa4YqIiIjUmBIBNsLR3o6AwhwiMxIpiDto+QvMnMkFsz8gJu0IAdauEVCuYjl5bVcEpOYWkV1YwuLYXhSuXW9+EmllFbUKlvjGkLNrN2zeXKvxjqTnU1pm4mBYS8jIrPV4ltY8wI1dgdHMvH4SfPstmGqxquWLL+Dyyxnyv48AiA2ywRUBJ7i0o/kp8rLdyWRWYWvPj1uOUVpmomWLUCLbNJwbSG9ne2a77Gf+F5NYvHYfz/y4g8NpeXy38QgPzN2MyQQ39Iqgd4wfDBxobhvYsopF92xE+zAvejX3pbTMxKxVB80vOvznSb+DAxgMzFx1kDIT9G3hT5sQz3qPVURERKQ2lAiwId8NHsNVY17l8GVXW37wUaP4o+8V7PMLt40VARMnct39o+h0bHfl/v6aqugY4B3gi1OP7tCliyUirBVPZwf83BwpcHDmoEcQ2NeuQUdcinmZfKSfK3ZGO/D1tUSYFhMT4Ea+ozMfd7gE+vSpXcFLf39K2rRlbUALDAZoYYsrAk7Q2pBP6yB3ikrL+G17wjmPn7/JXFzuyi5hdR2aZZWVETP9bTon7GHcxp/4YvUh+r26lAf/t4Wi0jIu6RDMs8PbWTvKWrutX3MAZq+NP2Pdh8NpecxeGw9oNYCIiIg0TEoE2JCMFq3Z2Kwtx53q4OnS/ffz0pUPsM8/wjZWBGzZgs/WjURmJNR6RUBFZf4oGykUWCHKgp0DKorw2WThPKC5v/lmPSGzgLyiU/ePV8vkyWz4eTnfdhhEMx8XXByNFoiwDpSVQf/+EBzMOB9zMmt+eQX5M9mXlM0dHz7OR/NfZIQxtT6itBx7e3jtNZg6lV7vPkf7MPPfU1F+rtx1QQxvXtMJ4403wFtvQWmplYOtuYGtAunYzIvswhKemL/9pC0QYN6K9Pi8beQXl9Iz2rfabSNFREREbIESATbEr7xzQGpuYZ2MbzPFAgEefZTCud+wNrw9GXnFZOTVvAp+RTX9kZsXmdt6pdrGDVZlm79ff4GHH4bFi2s8VsVnvOP/XoV774X4eEuEaDE+bo74uDrgVpjH8e9+hu+/r9V4e49nAxBri4UCK9jZgbs5ATI0x7w/fm1cGglnaaE4b8VeBu9dw7Ddq/Byb4A95y+7DB5/nH6do/hpQl+2ThnCsocH8siw1jgvWwJffw2PPAJ791o70hqzszPw6tUdcTAaWLTzOD9sPnbS+3PWH+avvSk42dvx8lUd1WZPREREGiQlAmxIM1MhQ3evwu+neZYduLiYwswsMvPN+5dtIhEwdChO116DKdS8PPpgLbYHVBQbvPSrt8zV+Y+e/alsfaloZej111JzgbGFC2s8VlxKLnZlpbT/4wd4/30oqeVT9zrQPMCdjon7iB59JTz4YM0GKX+SvDepvGNAkG1vC+DNNyEhAd8Jd9IjyheTCWZW7C3/j9ScQmZuSuTqMa+y56GnoW3b+o3VwgxlZXhOnwb79plfGDwYpk+Hl16C1q2tG1wttQ72ZMJAc32Dh/63hU+WH+BYRj7vL9nL4/O2ATBxUGxlUVARERGRhkaJABsSlXOcj+e/yPkfTrXswGvX4uTtxW+fT8DBaLCpNlcVy+drsz1gX1IOdmWlpF8w2LxUOyrKQtHVTsXe9j8jOpmrpw8cWOOx4pJzMZrKOPzCa+YnrpGRlgrTYpr7u7EjqDnpYVHQsycUn7tw3ikefBCiown93tw5w6ZXBID5hjc4GIA7LzDvLZ+58iCJmafuLf/oz/3kFpswnNedlq9OqV0dBVtw221w//3wlLkNKAaD+bWaJoFszN0DY7i8UyglZSam/rqLPi8v4fWFeyqLIt7ev7m1QxQRERGpMSUCbIhDs2ZsDG3Nvpada1d1/b+OHwcgx9EVf3cn21jKmpcHq1cz+MgWoOYtBEtKyziQkkOZnZGSz2fAn3+aW7vZgBblN7FfB3bC9PbbcPHFNRqnoLiUY5kFFBsd8Lz7Dnj5ZTDa3r755gHuZDm78/Rr38OcOadWW6+KDRvg4EGO5ZpXPLS09RUBJxgYG8B5UT4UlpTx7pKTl8Yfzyrgi9Xm7QOTBsfaxp/B2rr2WnPCp0cPa0dSJxyMdrxzXWeeH9EeLxcHHI12BHo48dLIDrwwogNGu0YwhyIiItJk1a6UuViUa2QYV934Oue38OP/LHmjMHIkS9ftY/Ks1YTYwrYAgN27oU8fxvj4M/X2mZV74KvrUFoexaUmXByMhHm7WDjI2on0c8XezkBekflGvqbxVfzaeDrb4+NqO6s5/qtl+QqIiv39NfLzz2StXMsvC1IA2+8YAMDBg/DssxhSUpj83iyu+Wg1c9cfZmCrQAa3DSKroJhbZ21gwM6VXJIdx4DxMUDguUa1fcOGmb8aMYPBwI29Irmxl+2twBERERGpDa0IsCG+buab9NScmhfOOy2DgUSTA8nuPrbRMQAgPBwiIiiIao5dWWmNEwF7j5fvJQ9ww87GntA5GO0q9xDvTcyCw4chu/o3yfuTzL82FxYmYDhwwFyt3ga1CjavgNifnENxaRnk1mBOvb3Z0bo7qW7ehPu64OrYAHKVdnbwxRfw88+cV5rOiM6hlJaZuOPLDTz2/Vaun76GbUczuXXzL4xYPBvDN99YO2IRERERaeKUCLAh/3YNsHAiAEixpY4BAP7+cOgQCT8vpMzOyKEaFgvcl2S+sZ606FPzXu233rJklLVWsbS91XWXQ0REjQoG7i5/wn7/vHegRQuYO9eiMVpKMx8X3J3sCUw7TlnbduZaDTVIWuxMyAKgbYhtbPE4p4gIeOMNWLUKmjfn9Ws6cU23ZpSZ4Ot1h9lxLAsPZ3uCnnwYhg+HceOsHbGIiIiINHEN4HFb0+Hn7siURR9x4YH1lLV8D7trr7HMwB9+SLu/dhDj1gF/9xaWGdNCKlrspeUWkZ5bhE95MqSqKqrLR2QdN9dCsLG98y0CzImAY95BhNjbV9ZrqI6KpfZOrs7g7Azt21s0RksxGAy0CvZgS54vxvhDUJBvrigfG1u1AV58EdzciHdpB0DbEK86jNbCJk6s/F97o7n9XI9oX/Ycz8bf3Ylh7YOJ9HODm0dbL0YRERERkXJKBNgQXzdHfPOziMg4Tn7cQSy2433GDC7csIH/u+op21kRUM7NyZ5mPi4cSc9nz/Fsejb3q9b5FVsD4l95lxin3MoK7raiRZB5ufw7w+/mi0Xf1aiAXsWKgH1zfiQ0xtemq823CvZg46F0vnl+OqPHDYWAgKqdWFoKr7wCWVmkPfAxOIbRNrSBrAj4r/R0DD4+XNM93NqRiIiIiIiclrYG2BAneyMz+1/PyDGvkXiFhVYDAIwezcK+V3DAt5ltJQI++QR69eLezT8CsKeaReZKy0zsTzYnAqJbhEGXLhASYvEwa6OigN6WHDtM9tXPuxWWlFZum4gN8jCveLCz3T+2rcvrBPzh36rqSQCAwkJ4/HFKR4xgoaN5DhtkIuCTT8ytHf/6y/x9cTFceilMm2ZOdoiIiIiI2ADbvaNoolJjWvF3szYkO1nwJuiBB5h6+f3E+YbZViIgORnWrqVtirmt2u5qJgKOpOdRWFKGo70d4b6udRFhrUX7u2FngMz8YpJzCqt9/oHkXErLTHg62xPkaUNzdwatyldA/JNYzaKIrq7wyCPsen8mhdjh7epAqJdzHURYx1atMheE/Pxz8/dLl8Kvv8LDD0NSknVjExEREREpp0SAjakoGJiWW/2bxrNJrigWaCtdAwBGjoTvviPx7okA7EnMqdbpFdsCejrkYXz1FZg/38IB1p6zg5GI8iRF4WNPmj9zQkKVz69YJfHcqi8xXHYZLF5cJ3FaSutgcwLraEY++Z98BmPHQnx8lc/feezfQoEGG94CcUbvvmt++v/ZZ+bvhwyBe+6Br76yudUqIiIiItJ0KRFgY8JNBVz8zwrc5n9nmQELC8lNSSevyLws2d+WVgS0bg0jRxLaszNgXhFgMpmqfPqe8o4BfXOOwGOPwfPP10WUtdYi0PyU3PPH72HePNi+vcrnViQCuh/YbH6ynJVVFyFajJerA8Ge5if5pdM+gi+/hN9/P/tJhYXw229QVNTwOgb8l4cH3Hnnyds33n8fRoywWkgiIiIiIv+lRICNaZGbzLQfXqbL2xa6qV22DLcAX77/8kFcHIy4OdpWVX2AmAD3yuXzSdlVXwmx46j5ptE/uhnceCNcckldhVgrbUPK980Pvd78xLh16yqfu7t8lcSWh581P2nu3btOYrSkVuV1ArZffA08/jj063f2ExYtMs9dt27/rghoiPUBREREREQaCHUNsDF2zULZGNoap+ZRWKRJXGIiAFlO7gR4ONnecusNG3Dev58Ori5syTWyOzGbIM+q7Q3fdjQTgKDBA+Duq+oyylppF2Zug/dp+2GMvPccN8X/sbd81YPPRQOghb/FY6sLbUM9+XNPMj90G0avkR3PfUJ6OgQFYRo4kF3lKwLahTag1oEiIiIiIg2MVgTYGKfwZlx14+t8dNdUyww4bhwLV+/hoUsn2lahwAo33ADXXccF+eZ981XtHJCRV0R8mrmafocw275pbF8e357j2RSWVL1yfH5RaeVnjC1/yt4QdA73BmBTfEbVTrjxRjh6lP33P0p2YQkuDkaaB7jVWXwiIiIiIk2dEgE2xr+8mF9abpHFxkw0OZDi5mNbhQIr9OwJ/foR5me+8atqImB7+baACF9XvOxsuy1bqJczPq4OlJSZ2L/zkHkpfH7+Oc/bcSwTkwkuTtqJ/4qlkJFR98FaQJfyRMCe49nkFhTDpk3wxRdnP8loZH1qCQCdwr1wMOqvJhERERGRutJofto+ePAgt9xyC9HR0bi4uBATE8MzzzxDUdHZb6jHjx+PwWA46atXr171FPWpfMu7BqTmWC4RkFK+797fw9FiY1rMrFmwfDlugy8CYHcV285VbAvoEOYJ/v4QGgpHjtRZmLVhMBgqVwVEX9jLXEl+y5Zznrf5cAYA9635Bi6+GL79ti7DtJhAT2dCvZwpM8HeZeuha1e4/XbzFoD/2r4dygtEbjxkfr97pG99hisiIiIi0uQ0mhoB//zzD2VlZXz88ce0aNGC7du3c9ttt5Gbm8vrr79+1nOHDRvGjBkzKr93dLTeDbOfuyOPLf2cy/asAp+XYPz42g34wgt03HaUUL8eBLjHWiTGutA+zFwcbldCNgXFpTg7nL2o4bajGQD0dC6E3FwoKICgoLoOs8bahXrx194U4iNb08rHq0rV/7ceMSc7SlrGQmkW9OhR12FaTJcIH45tS2CVUwCdO3c2F0gsKDj5oJ07oVMnczHBBQsqEwHdIn3qP2ARERERkSak0SQChg0bxrBhwyq/b968Obt372batGnnTAQ4OTkRHBxc5WsVFhZSWPhvdfus8pu64uJiiouLqxn5ybyc7PAozCUsI5HiA3FQy/Hs33+fQceP89a41vi62tc6vroS4uGAn5sjqblFbIlPo2uE91mPr7hJjmrfnOLjx+HQIfMbFvh8Fb9Glvy1ahNk3vrwyNhn+d/dfSsudNZzNh823xinvPwGxS38qnSOregQ5sEv2xLYFJ9B8bJl4OpqfuOE+A1r12J0cMDk7U1SfglxKbnmc0PdLfprXxfzKdalOW1cNJ+Ni+azcdF8Nj6a08alNvPYaBIBp5OZmYmv77mXGS9btozAwEC8vb0ZMGAAU6dOJTAw8IzHv/TSSzz77LOnvL506VJcK254aqi0DD7vfgXfdhjE9ZGBOP76a63Gi73oIvbuSeWoVyCHdm/j1+SttRrP0lwTEuj29tvYlZQQettbpObaMXvhahJDTWc8J7cYjqSbf+se3b6WXyt+Fx87ZtHYFi1aZLGxkvMB7NmemMtPP//KubbA5xZDfJr5gyXuXMuveywWSr3IzwKwZ+2+4/yy9BgVzSocMzIo9vDAZDSCry/OH3yAobSUdfOXAEaCXUysXGq5X/cTWXI+xTZoThsXzWfjovlsXDSfjY/mtHHIy8ur8bkGk8l05juuBmz//v107dqVN954g1tvvfWMx82dOxd3d3ciIyOJi4vjqaeeoqSkhI0bN+LkdPrieqdbERAeHk5CQgJ+fn61jr3ny0tJyy3mp3t609oC1eL7v76chMwCvr2jJ52a2ViF/ePHcQgPx2Qw8PFvW3l56SEGtwnkw9Gdz3jKX/tSuHnW30T6urL4gb4WD6m4uJhFixYxePBgHBwcLDJmWZmJbi8uJaew5N95NZngDO0cl+9N4ZYv/ibG25EFD15gkRjqU0FxKV1eWEJJmYk/H+xHqLcLmEwYBw0CDw9Kv/kGTtiC88rve/h0xUFGdQ/jhSvaWTSWuphPsS7NaeOi+WxcNJ+Ni+az8dGcNi6pqamEhISQmZmJp6dntc61+RUBU6ZMOe3T9xOtX7+e7t27V35/7Ngxhg0bxjXXXHPWJADAqFGjKv+/ffv2dO/encjISH755RdGjhx52nOcnJxOmyRwcHCwyB+oQA9n0nKLScsvrfV4JpOpsvBgiI+b7f2BDwuDuXMxxMbS3SMIlh5i0+FM7O3tMZzhJnntwQwAukX54PDJJ5CdDVddBS1aWDQ0S81nhU7hXqzcl4rd5Mk4rF0Cc+fCeeed9tgdCTkAfPb5gzh8XgAzZ0KfPhaLpa45ODjQJsSTbUcz2XQkm8gAT9i/H3bsgJIS7NLSIDy88vi/y1sNnhftX2e/Ry09n2J9mtPGRfPZuGg+GxfNZ+OjOW0cajOHNp8ImDBhAtddd91Zj4mKiqr8/2PHjjFw4EB69+7N9OnTq329kJAQIiMj2bt3b7XPtZRmjmVE7V6J+xc74IXJNR8oJ4es3CKKSssA8HOzwa4BBgNcey0A7YtLcTAaSMkp5HBaPhF+p99m8deeFAAGxAbA89PMlec7drR4IsDS+sT4s3JfKsV79kFcHCxZcsZEwJbDGdiVlRJ25ADk58JZtqrYqr4t/dl2NJOlu5MY0SUMYmJgzx6YPh2SkysTAem5RZUdEnpGq2OAiIiIiEhds/lEgL+/P/7+/lU69ujRowwcOJBu3boxY8YM7Oyq3x0xNTWVw4cPExISUu1zLSXMvoRn57+E6QcDTJkE9jWcphkz8LrvPt5uO4Bnrn38nJX4rc3ZwUj7MC82xWewMT7ttImA5OxCdiaYizOe38IfxowxJwLaWXY5eV3oHWPeNvJ2p8v5/LnJ2PXvd9rjyspM/B2fTpmdke1rd9Bl39/mm+gG5sLWgUxbtp8/9yRTWmbCaGcAPz947LGTjlvyTxJlJmgd7EG4b+1qbIiIiIiIyLlV/07ZRh07dowLLriA8PBwXn/9dZKTk0lMTCQxMfGk41q3bs28efMAyMnJ4aGHHmL16tUcPHiQZcuWMXz4cPz9/bnyyiut8TEAcAkNZn1YW3b1HgS1KABBcjIA6S6eBHs6Wyi6OpCQAN98Az/+SLcIc+u4dXGn6TkPrNhn/kztwzzxd3eCRx+Fr76CiIh6C7emOoZ54e5kz7LAVuzsfD54nL7+w9ajmaTnFePhZE/7tuFw5ZVnrCVgy7qEe+Pl4kBGXjGb4k8/nwCLdx0HYEhb223/KCIiIiLSmDSaRMDChQvZt28fS5YsoVmzZoSEhFR+nWj37t1kZppbzxmNRrZt28YVV1xBbGws48aNIzY2ltWrV+Nxhpu0+uDv5co1N7zKtAmvQDWLPpzkuef4ftku3uo7hiAvG04ELF8Oo0bByy+bn/IDi3YmUlK+peFEFdsC+rUMqNcQLcHeaEeP8qXvq/ennvG4Jf8kAdAv1h+Hc7UXsGH2Rjvz9g3gj/LP9F8FxaX8ucec3BmkRICIiIiISL1ouHcZ/zF+/HhMJtNpv05kMpkYP348AC4uLvz+++8kJSVRVFTEoUOHmDlzJuEnFDGzhgAPcyHC5OyCWo91pMRIlrM7wZ6n74BgE9q1g969oUcP+rb0x8fVgZScIlb952bZZDKxfG9FIsAfMjJqt2LCCvqUbw/Ys2YrvPcefPfdKccs251EYHYqj33+FHz+eX2HaFEXtjbXNlh6hkTA6gOp5BWVEuTpRIcwG+toISIiIiLSSDWaREBj8m8ioPAcR55bYpY5mWDTWwPat4dVq+Dtt3Ew2nFpR/Mqjh82HzvpsNX7U0nJKcTV0Ui3SB947jlwc4Onn7ZG1DVSUSfAa+kiuO8+mDbtpPeTswvZeiSTAXEbCV/yG3z0kTXCtJgBsQHYGeCfxGz2J+ec8v5v2xIAGNQm6IxdIkRERERExLKUCLBBgR5O3L72O754fhQ8/3zNBjGZ4M476TnrPdwK82x7a8B/XNE5DIDfdyRSUFxa+fq0P/cDcE23ZjjZG+HwYfMbkZH1HmNNtQn2JNDDiSXNOpLZpoO52OEJKpbJZ3XtAc8+C3feaY0wLcbHzZELW5uX/H+0bP9J7x3LyGfepqMA5q4CIiIiIiJSL5QIsEEB7s44lhYTlplESdzBmg2SlgYff8wVP3xCiZ3RtlcEnKisjG4RPoR5u5BTWMLPW81PjLcdyeSvvSkY7Qzc2q+5+dj//Q+OH4err7ZiwNVjZ2fg2u7hHPBrxj2TPoGbbjrp/d93mItbturf3bzS4eabrRGmRd0z0NzxYN6moxxJ/3crx7Rl+ykuNdGruS/nRaltoIiIiIhIfVEiwAZ5utjzS8eLuPKG10ma/ETNBrGzg+efZ3bvkRQ6OBFk64mAt96C4GB4/PHKm2WAp3/Yzqp9Kbyy4B8ArugUenKLucBA8GpYe8tHnReOwQAr9qVwMCW38vU9x7MrK+hf2jHUWuFZXJcIH85v4UdJmYkPy1cFHM3IZ+5684qO+y5qac3wRERERESanBo2qJe6ZDAYKGoWwSb3AI67+lCjW0IfH4ofe5wncn8DEwTb+tYAo9H8dH/3bgDuHhjDuoOprNyXyuhP1wJgZ4A7BsRYM0qLCPd1pX/LAP7ck8zcNXE8UnYAQkJ4b589TkUFfLrxS1olhkFwZ2uHajH3DGzByn2pzF4bT2pOIX/HZ1BUWkaPKF96N/ezdngiIiIiIk2KVgTYqIqCgUm1KBiYlF2IyQQORgO+ro6WCq1uXH01rF8Ps2YB4GC048PR3YgJcAOgXagnM2/qQavg8raOc+fCbbfBr79aK+JaGd0zAgCPV6bCFVdQcOM4FmyK54IDG+n75w9w1VVQdmr7xIaqd3M/Hhwci50Bft9xnOTsQmIC3Hjpqg4qEigiIiIiUs+0IsBGBbg7MnTPKvymr4Gpj4C7e/UGOH6cpGRzx4BAD2fs7Gz8Zis01Px1Ai9XB+bfcz77k3Pp1Mzr5BvG33+HGTMgLAwuuaSeg629QW2CuKBVAF9lDeHqzQt5u/kgiu3s4fLLIf53uP128/aORsJgMHDvRS3p08KPVxfspkuEDxMHtcTZwWjt0EREREREmhwlAmxUgKczDy54H7/8LLj5aujUqXoD3H03Xb7/njFD7uafEWPOfbyN8nB2oHO496lvjBljTgIMHVrvMVmC0c7ARzd049ZSExc5TSPbyY0BsQE8d1VHGPzDKUmRxqJbpC9z7+ht7TBERERERJo0JQJsVIC7E0tietDK00hHB4fqD5CRAcBxd7+G0zFg40ZYsAA6d4ZLLz37sRddZP5qwJwdjHwytjv/2xhEu1AvukX6mN/wbGbdwEREREREpFFrPGuPG5lATycevnQi793xArRtW/0B/viD179dz1/RXWy/Y0CFX36BJ5807/9vIlwcjYztHfVvEkBERERERKSOKRFgowLcy4sFZhXUeIzDxUYK7R0J9nKyVFh164ILYPRoGDz47Mft3QubNzeqYnoiIiIiIiL1RYkAG1XR7i8xqwBMphqNkZhpTiI0mBUB/fvD//0f3Hjj2Y975x3o0gUmT66fuERERERERBoRJQJsVIiXC+cd3s73r4ymrM/51Tt5/Xq4+WbOW/gtQMOpEVAd7u7QW0XnREREREREqkuJABvl5+ZIkbMbYVnJmPbvq97Jf/8NM2bQdesKwJxUaFAyM+Ho0TO///77kJ5ubrUnIiIiIiIi1aJEgI2yszOQ27wFI294jW0/La3eyeedR+4TT/ND634YDP9uM2gQ3n0XvL3h4YfPfpy9PdSkm4KIiIiIiEgTp/aBNszX34t1YW2Id/ahc3VO7NqVvQHN+eGDlQR7OONo34DyPV26mP+bmHj6900mMBjqLx4REREREZFGpgHdITY9oeVP8hMy8qt97pH0PACa+TSwbQG9e0NcHCxZcvr3+/aFgQNh+/b6jUtERERERKSR0IoAGxbi7ULXo7uI/PIvcLyi6sXxNm/meII5xxPW0BIB9vYQFXX69/LyYMMGKCoCX996DUtERERERKSx0IoAGxbi5cyIHcsY9tkr8MsvVTspNRW6dOGmSzvjXFzQ8FYEnKis7OTWia6usG8fvPkmhIZaLy4REREREZEGTIkAGxbi5cLm0FhWdBkInTpV7aSEBPD3J8M7gAIHZ8K8Xes2yLrywAMQHg47dpz8eni4+T0RERERERGpEW0NsGEhXs583/4ilve6hA3XDKraSe3bQ3IyN728ADJKG97WgAp798KxY7BihfkzqUigiIiIiIiIRWhFgA0LKS8WmJJTSGFJaZXPM5lM7DPXCmy4WwMmT4ZZs+COOyApCXr1Mv9/fLy1IxMREREREWnQlAiwYb5ujjiVt/5LSs4yF8mrgsz8YnKLzImDMO8Gmgjo3x/GjjWvAigrg61bzYmBkhJrRyYiIiIiItKgKRFgwwwGAyFezsz43zM0a+Z/5pZ6Jxo3jrJbbqVZRiL+7k44OxjrPtC6FhwM77wDy5ZB8+bWjkZERERERKRBUyLAxoV4uVBg74ShrAz27Dn7waWlMHcuvnO+xEADbB14Nrffbt4eICIiIiIiIrWiYoE2LsTLmakDbybpxdcZN/IcN8JlZTBjBn8vXstRzwA6NtRtASIiIiIiIlJnlAiwcSHezhzxDmaf0ePcVfMdHOD66/nZvRNlK+MabqFAERERERERqTPaGmDjInxdATiUllflc46km49tVFsDRERERERExCKUCLBxUX5uYDLR5cf/g3vugYyMMx+8ciVs387h5GwAwsuTCCIiIiIiIiIVlAiwcdH+bmAwMGrJbPjwQ9i168wHT5gAHToQs3oxADH+7vUUpYiIiIiIiDQUqhFg4wI8nHBzNPK/DoMZ2y0EH3//0x9YVgb+/pS5ubExsCWO9nbaGiAiIiIiIiKn0IoAG2cwGIj0c+OtfmPYeOdkaNny9Afa2cGiRfy5di8JHv5E+7lhtDtHcUERERERERFpcpQIaACi/d0AOJiae85j96flg8FATKBbXYclIiIiIiIiDZASAQ1AlL+56N/B41mwaRNkZ596kMkEwP5kc7KgueoDiIiIiIiIyGkoEdAARPmZn+6PnzwGunaFJUtOPahzZ7joInJ27gbQigARERERERE5LSUCGoCKrQHbA6LB0xOSkk4+ICkJtm6FpUvZWuAAaEWAiIiIiIiInJ66BjQAUeWJgKf7jGXYn9/j7Ox48gF+frBlC3lbtnFoh3lKmwdoRYCIiIiIiIicSisCGgA/N0c8nOzJcnIjPrPw1AOMRujYkd0DLgEg0MMJD2eHeo5SREREREREGgIlAhoAg8FQuSogLiXXXBgwNfWU4w6UFwqMCdC2ABERERERETk9JQIaiIql/kkbtkK/fnDhhVBWBp9+CnfdBdu3sy8556RjRURERERERP5LiYAGokOYFwAbcoywbRvs2QPbt8O778JHH8Hy5Ww9kgFA21BPK0YqIiIiIiIitkyJgAaiS4Q3ACvTTZhmz4YDB6BDB3j7bbjhBkqvu57N8RkAdI3wsVqcIiIiIiIiYtvUNaCBaBfqhdHOQEpOIcfOv5AwbxfzGxdeCBdeyJ6ELHKLSnFzNBIb5GHdYEVERERERMRmaUVAA+HsYKR1sPkGf8vhjFPe/zs+HYBO4d4Y7Qz1GZqIiIiIiIg0IEoENCCdw72BMyQCDplf07YAERERERERORslAhqQTuWJgE2nSQRsKl8R0DXSu/4CEhERERERkQZHiYAGpEt5ImDbkUxKSssqX0/PLeJASm75MVoRICIiIiIiImfWqBIBUVFRGAyGk74effTRs55jMpmYMmUKoaGhuLi4cMEFF7Bjx456irh6mge44+5kT35xKf8kZle+XlEfoLm/Gz5ujtYKT0RERERERBqARpUIAHjuuedISEio/HryySfPevyrr77Km2++yfvvv8/69esJDg5m8ODBZGdnn/U8azDaGTi/hR8A/9twuPL1/204AsD5LfytEpeIiIiIiIg0HI2ufaCHhwfBwcFVOtZkMvH222/zxBNPMHLkSABmzZpFUFAQs2fP5o477jjteYWFhRQWFlZ+n5WVBUBxcTHFxcW1/ARnN/q8Zvy+4zjfbjzC/RfGkJlfzMKdiQBcf15YnV+/Kaj4NdSvZeOg+Wx8NKeNi+azcdF8Ni6az8ZHc9q41GYeDSaTyWTBWKwqKiqKwsJCioqKCA8P55prruHhhx/G0fH0y+UPHDhATEwMf//9N126dKl8/YorrsDb25tZs2ad9rwpU6bw7LPPnvL67NmzcXV1tcyHOQOTCV7aYuR4voGro0tJKzSw5JgdsV5l3NO27NwDiIiIiIiISIOXl5fH6NGjyczMxNPTs1rnNqoVAffffz9du3bFx8eHdevW8dhjjxEXF8enn3562uMTE81P0oOCgk56PSgoiEOHDp3xOo899hiTJk2q/D4rK4vw8HAGDhyIn5+fBT7J2aX5xfPcL//we4ITxaVlQBkPDu/Gha0C6vzaTUFxcTGLFi1i8ODBODg4WDscqSXNZ+OjOW1cNJ+Ni+azcdF8Nj6a08YlNTW1xufafCLgTE/fT7R+/Xq6d+/OAw88UPlax44d8fHx4eqrr+aVV1456w26wWA46XuTyXTKaydycnLCycnplNcdHBzq5Q/UNedF8N7S/aTnmZeCtAh0Z3DbEOzszhyzVF99zafUD81n46M5bVw0n42L5rNx0Xw2PprTxqE2c2jziYAJEyZw3XXXnfWYqKio077eq1cvAPbt23faREBFLYHExERCQkIqX09KSjpllYAt8XB24Jf7+rH7uLmgYccwLyUBREREREREpEpsPhHg7++Pv3/NquFv2rQJ4KSb/BNFR0cTHBzMokWLKmsEFBUV8eeff/LKK6/ULOB6EurtQqi3i7XDEBERERERkQam0bQPXL16NW+99RabN28mLi6Ob775hjvuuIPLL7+ciIiIyuNat27NvHnzAPOWgIkTJ/Liiy8yb948tm/fzvjx43F1dWX06NHW+igiIiIiIiIidcbmVwRUlZOTE3PnzuXZZ5+lsLCQyMhIbrvtNiZPnnzScbt37yYzM7Py+8mTJ5Ofn8/dd99Neno6PXv2ZOHChXh4eNT3RxARERERERGpc40mEdC1a1fWrFlzzuP+2y3RYDAwZcoUpkyZUkeRiYiIiIiIiNiORrM1QERERERERETOTYkAERERERERkSZEiQARERERERGRJkSJABEREREREZEmRIkAERERERERkSZEiQARERERERGRJkSJABEREREREZEmRIkAERERERERkSZEiQARERERERGRJkSJABEREREREZEmRIkAERERERERkSZEiQARERERERGRJkSJABEREREREZEmRIkAERERERERkSZEiQARERERERGRJkSJABEREREREZEmRIkAERERERERkSZEiQARERERERGRJkSJABEREREREZEmRIkAERERERERkSZEiQARERERERGRJkSJABEREREREZEmRIkAERERERERkSZEiQARERERERGRJkSJABEREREREZEmRIkAERERERERkSZEiQARERERERGRJkSJABEREREREZEmRIkAERERERERkSZEiQARERERERGRJkSJABEREREREZEmRIkAERERERERkSZEiQARERERERGRJkSJABEREREREZEmRIkAERERERERkSZEiQARERERERGRJkSJABEREREREZEmRIkAERERERERkSZEiQARERERERGRJkSJABEREREREZEmRIkAERERERERkSZEiQARERERERGRJkSJABEREREREZEmRIkAERERERERkSZEiQARERERERGRJkSJABEREREREZEmpNEkApYtW4bBYDjt1/r168943vjx4085vlevXvUYuYiIiIiIiEj9sbd2AJbSp08fEhISTnrtqaeeYvHixXTv3v2s5w4bNowZM2ZUfu/o6FgnMYqIiIiIiIhYW6NJBDg6OhIcHFz5fXFxMT/++CMTJkzAYDCc9VwnJ6eTzhURERERERFprBpNIuC/fvzxR1JSUhg/fvw5j122bBmBgYF4e3szYMAApk6dSmBg4BmPLywspLCwsPL7rKwswJx8KC4urnXsYl0Vc6i5bBw0n42P5rRx0Xw2LprPxkXz2fhoThuX2syjwWQymSwYi8245JJLAPj111/PetzcuXNxd3cnMjKSuLg4nnrqKUpKSti4cSNOTk6nPWfKlCk8++yzp7w+e/ZsXF1dax+8iIiIiIiIyFnk5eUxevRoMjMz8fT0rNa5Np8IONNN94nWr19/Uh2AI0eOEBkZyTfffMNVV11VreslJCQQGRnJnDlzGDly5GmPOd2KgPDwcBISEvDz86vW9cT2FBcXs2jRIgYPHoyDg4O1w5Fa0nw2PprTxkXz2bhoPhsXzWfjozltXFJTUwkJCalRIsDmtwZMmDCB66677qzHREVFnfT9jBkz8PPz4/LLL6/29UJCQoiMjGTv3r1nPMbJyem0qwUcHBz0B6oR0Xw2LprPxkdz2rhoPhsXzWfjovlsfDSnjUNt5tDmEwH+/v74+/tX+XiTycSMGTMYO3ZsjX5hUlNTOXz4MCEhIdU+V0RERERERMTW2Vk7AEtbsmQJcXFx3HLLLad9v3Xr1sybNw+AnJwcHnroIVavXs3BgwdZtmwZw4cPx9/fnyuvvLI+wxYRERERERGpFza/IqC6PvvsM/r06UObNm1O+/7u3bvJzMwEwGg0sm3bNr744gsyMjIICQlh4MCBzJ07Fw8Pj/oMW0RERERERKReNLpEwOzZs8/6/om1EV1cXPj999/rOiQRERERERERm9HotgaIiIiIiIiIyJkpESAiIiIiIiLShCgRICIiIiIiItKEKBEgIiIiIiIi0oQoESAiIiIiIiLShCgRICIiIiIiItKEKBEgIiIiIiIi0oQoESAiIiIiIiLShCgRICIiIiIiItKEKBEgIiIiIiIi0oQoESAiIiIiIiLShCgRICIiIiIiItKEKBEgIiIiIiIi0oQoESAiIiIiIiLShCgRICIiIiIiItKEKBEgIiIiIiIi0oQoESAiIiIiIiLShCgRICIiIiIiItKEKBEgIiIiIiIi0oQoESAiIiIiIiLShCgRICIiIiIiItKEKBEgIiIiIiIi0oQoESAiIiIiIiLShCgRICIiIiIiItKEKBEgIiIiIiIi0oQoESAiIiIiIiLShCgRICIiIiIiItKEKBEgIiIiIiIi0oQoESAiIiIiIiLShCgRICIiIiIiItKEKBEgIiIiIiIi0oQoESAiIiIiIiLShCgRICIiIiIiItKEKBEgIiIiIiIi0oQoESAiIiIiIiLShCgRICIiIiIiItKEKBEgIiIiIiIi0oQoESAiIiIiIiLShCgRICIiIiIiItKEKBEgIiIiIiIi0oQoESAiIiIiIiLShCgRICIiIiIiItKEKBEgIiIiIiIi0oQoESAiIiIiIiLShCgRICIiIiIiItKEKBEgIiIiIiIi0oQoESAiIiIiIiLShDSYRMDUqVPp06cPrq6ueHt7n/aY+Ph4hg8fjpubG/7+/tx3330UFRWdddzCwkLuvfde/P39cXNz4/LLL+fIkSN18AlERERERERErK/BJAKKioq45ppruOuuu077fmlpKZdeeim5ubmsWLGCOXPm8N133/Hggw+eddyJEycyb9485syZw4oVK8jJyeGyyy6jtLS0Lj6GiIiIiIiIiFXZWzuAqnr22WcBmDlz5mnfX7hwITt37uTw4cOEhoYC8MYbbzB+/HimTp2Kp6fnKedkZmby2Wef8eWXXzJo0CAAvvrqK8LDw1m8eDFDhw6tmw8jIiIiIiIiYiUNJhFwLqtXr6Z9+/aVSQCAoUOHUlhYyMaNGxk4cOAp52zcuJHi4mKGDBlS+VpoaCjt27dn1apVZ0wEFBYWUlhYWPl9ZmYmAGlpaZb6OGJFxcXF5OXlkZqaioODg7XDkVrSfDY+mtPGRfPZuGg+GxfNZ+OjOW1cKu4/TSZTtc9tNImAxMREgoKCTnrNx8cHR0dHEhMTz3iOo6MjPj4+J70eFBR0xnMAXnrppcoVCieKjY2tQeQiIiIiIiIiNZOamoqXl1e1zrFqImDKlCmnvaE+0fr16+nevXuVxjMYDKe8ZjKZTvv62ZzrnMcee4xJkyZVfp+RkUFkZCTx8fHVngCxPVlZWYSHh3P48OHTbimRhkXz2fhoThsXzWfjovlsXDSfjY/mtHHJzMwkIiICX1/fap9r1UTAhAkTuO666856TFRUVJXGCg4OZu3atSe9lp6eTnFx8SkrBU48p6ioiPT09JNWBSQlJdGnT58zXsvJyQknJ6dTXvfy8tIfqEbE09NT89mIaD4bH81p46L5bFw0n42L5rPx0Zw2LnZ21e8BYNVEgL+/P/7+/hYZq3fv3kydOpWEhARCQkIAcwFBJycnunXrdtpzunXrhoODA4sWLeLaa68FICEhge3bt/Pqq69aJC4RERERERERW9Jg2gfGx8ezefNm4uPjKS0tZfPmzWzevJmcnBwAhgwZQtu2bbnxxhvZtGkTf/zxBw899BC33XZbZbbr6NGjtG7dmnXr1gHmJ/i33HILDz74IH/88QebNm3ihhtuoEOHDpVdBEREREREREQakwZTLPDpp59m1qxZld936dIFgKVLl3LBBRdgNBr55ZdfuPvuuzn//PNxcXFh9OjRvP7665XnFBcXs3v3bvLy8ipfe+utt7C3t+faa68lPz+fiy66iJkzZ2I0Gqscm5OTE88888xptwtIw6P5bFw0n42P5rRx0Xw2LprPxkXz2fhoThuX2synwVSTXgMiIiIiIiIi0iA1mK0BIiIiIiIiIlJ7SgSIiIiIiIiINCFKBIiIiIiIiIg0IUoEiIiIiIiIiDQhSgTU0ocffkh0dDTOzs5069aNv/76y9ohSQ0tX76c4cOHExoaisFgYP78+dYOSWrhpZde4rzzzsPDw4PAwEBGjBjB7t27rR2W1NC0adPo2LEjnp6eeHp60rt3b3777TdrhyUW8tJLL2EwGJg4caK1Q5EamjJlCgaD4aSv4OBga4cltXD06FFuuOEG/Pz8cHV1pXPnzmzcuNHaYUkNREVFnfLn02AwcM8991g7NKmBkpISnnzySaKjo3FxcaF58+Y899xzlJWVVWscJQJqYe7cuUycOJEnnniCTZs20a9fPy6++GLi4+OtHZrUQG5uLp06deL999+3dihiAX/++Sf33HMPa9asYdGiRZSUlDBkyBByc3OtHZrUQLNmzXj55ZfZsGEDGzZs4MILL+SKK65gx44d1g5Namn9+vVMnz6djh07WjsUqaV27dqRkJBQ+bVt2zZrhyQ1lJ6ezvnnn4+DgwO//fYbO3fu5I033sDb29vaoUkNrF+//qQ/m4sWLQLgmmuusXJkUhOvvPIKH330Ee+//z67du3i1Vdf5bXXXuO9996r1jhqH1gLPXv2pGvXrkybNq3ytTZt2jBixAheeuklK0YmtWUwGJg3bx4jRoywdihiIcnJyQQGBvLnn3/Sv39/a4cjFuDr68trr73GLbfcYu1QpIZycnLo2rUrH374IS+88AKdO3fm7bfftnZYUgNTpkxh/vz5bN682dqhiAU8+uijrFy5UitdG6mJEyfy888/s3fvXgwGg7XDkWq67LLLCAoK4rPPPqt87aqrrsLV1ZUvv/yyyuNoRUANFRUVsXHjRoYMGXLS60OGDGHVqlVWikpEziQzMxMw3zxKw1ZaWsqcOXPIzc2ld+/e1g5HauGee+7h0ksvZdCgQdYORSxg7969hIaGEh0dzXXXXceBAwesHZLU0I8//kj37t255pprCAwMpEuXLnzyySfWDkssoKioiK+++oqbb75ZSYAGqm/fvvzxxx/s2bMHgC1btrBixQouueSSao1jXxfBNQUpKSmUlpYSFBR00utBQUEkJiZaKSoROR2TycSkSZPo27cv7du3t3Y4UkPbtm2jd+/eFBQU4O7uzrx582jbtq21w5IamjNnDn///Tfr16+3dihiAT179uSLL74gNjaW48eP88ILL9CnTx927NiBn5+ftcOTajpw4ADTpk1j0qRJPP7446xbt4777rsPJycnxo4da+3wpBbmz59PRkYG48ePt3YoUkOPPPIImZmZtG7dGqPRSGlpKVOnTuX666+v1jhKBNTSfzNpJpNJ2TURGzNhwgS2bt3KihUrrB2K1EKrVq3YvHkzGRkZfPfdd4wbN44///xTyYAG6PDhw9x///0sXLgQZ2dna4cjFnDxxRdX/n+HDh3o3bs3MTExzJo1i0mTJlkxMqmJsrIyunfvzosvvghAly5d2LFjB9OmTVMioIH77LPPuPjiiwkNDbV2KFJDc+fO5auvvmL27Nm0a9eOzZs3M3HiREJDQxk3blyVx1EioIb8/f0xGo2nPP1PSko6ZZWAiFjPvffey48//sjy5ctp1qyZtcORWnB0dKRFixYAdO/enfXr1/POO+/w8ccfWzkyqa6NGzeSlJREt27dKl8rLS1l+fLlvP/++xQWFmI0Gq0YodSWm5sbHTp0YO/evdYORWogJCTklCRrmzZt+O6776wUkVjCoUOHWLx4Md9//721Q5FaePjhh3n00Ue57rrrAHPy9dChQ7z00kvVSgSoRkANOTo60q1bt8qqmxUWLVpEnz59rBSViFQwmUxMmDCB77//niVLlhAdHW3tkMTCTCYThYWF1g5DauCiiy5i27ZtbN68ufKre/fujBkzhs2bNysJ0AgUFhaya9cuQkJCrB2K1MD5559/SsvdPXv2EBkZaaWIxBJmzJhBYGAgl156qbVDkVrIy8vDzu7k23ij0Vjt9oFaEVALkyZN4sYbb6R79+707t2b6dOnEx8fz5133mnt0KQGcnJy2LdvX+X3cXFxbN68GV9fXyIiIqwYmdTEPffcw+zZs/nhhx/w8PCoXL3j5eWFi4uLlaOT6nr88ce5+OKLCQ8PJzs7mzlz5rBs2TIWLFhg7dCkBjw8PE6p1+Hm5oafn5/qeDRQDz30EMOHDyciIoKkpCReeOEFsrKyqvV0SmzHAw88QJ8+fXjxxRe59tprWbduHdOnT2f69OnWDk1qqKysjBkzZjBu3Djs7XUL2JANHz6cqVOnEhERQbt27di0aRNvvvkmN998c7XGUfvAWvrwww959dVXSUhIoH379rz11ltqTdZALVu2jIEDB57y+rhx45g5c2b9ByS1cqZaHTNmzFCBnAbolltu4Y8//iAhIQEvLy86duzII488wuDBg60dmljIBRdcoPaBDdh1113H8uXLSUlJISAggF69evH888+rhkcD9vPPP/PYY4+xd+9eoqOjmTRpErfddpu1w5IaWrhwIUOHDmX37t3ExsZaOxyphezsbJ566inmzZtHUlISoaGhXH/99Tz99NM4OjpWeRwlAkRERERERESaENUIEBEREREREWlClAgQERERERERaUKUCBARERERERFpQpQIEBEREREREWlClAgQERERERERaUKUCBARERERERFpQpQIEBEREREREWlClAgQERERERERaUKUCBAREZEqW7ZsGQaDgYyMDKtcf8mSJbRu3ZqysrJzHvvzzz/TpUuXKh0rIiLSlCgRICIiIqd1wQUXMHHixJNe69OnDwkJCXh5eVklpsmTJ/PEE09gZ3fuH2Euu+wyDAYDs2fProfIREREGg4lAkRERKTKHB0dCQ4OxmAw1Pu1V61axd69e7nmmmuqfM5NN93Ee++9V4dRiYiINDxKBIiIiMgpxo8fz59//sk777yDwWDAYDBw8ODBU7YGzJw5E29vb37++WdatWqFq6srV199Nbm5ucyaNYuoqCh8fHy49957KS0trRy/qKiIyZMnExYWhpubGz179mTZsmVnjWnOnDkMGTIEZ2fnyte2bNnCwIED8fDwwNPTk27durFhw4bK9y+//HLWrVvHgQMHLPrrIyIi0pDZWzsAERERsT3vvPMOe/bsoX379jz33HMABAQEcPDgwVOOzcvL491332XOnDlkZ2czcuRIRo4cibe3N7/++isHDhzgqquuom/fvowaNQowP6k/ePAgc+bMITQ0lHnz5jFs2DC2bdtGy5YtTxvT8uXLuf766096bcyYMXTp0oVp06ZhNBrZvHkzDg4Ole9HRkYSGBjIX3/9RfPmzS30qyMiItKwKREgIiIip/Dy8sLR0RFXV1eCg4PPemxxcTHTpk0jJiYGgKuvvpovv/yS48eP4+7uTtu2bRk4cCBLly5l1KhR7N+/n6+//pojR44QGhoKwEMPPcSCBQuYMWMGL7744mmvc/DgwcrjK8THx/Pwww/TunVrgNMmEcLCwk6bwBAREWmqlAgQERGRWnF1da1MAgAEBQURFRWFu7v7Sa8lJSUB8Pfff2MymYiNjT1pnMLCQvz8/M54nfz8/JO2BQBMmjSJW2+9lS+//JJBgwZxzTXXnBQLgIuLC3l5eTX+fCIiIo2NEgEiIiJSKycuxQcwGAynfa2ijV9ZWRlGo5GNGzdiNBpPOu7E5MF/+fv7k56eftJrU6ZMYfTo0fzyyy/89ttvPPPMM8yZM4crr7yy8pi0tDQCAgJq9NlEREQaIyUCRERE5LQcHR1PKvBnKV26dKG0tJSkpCT69etXrfN27tx5yuuxsbHExsbywAMPcP311zNjxozKREBBQQH79++nS5cuFotfRESkoVPXABERETmtqKgo1q5dy8GDB0lJSal8ol9bsbGxjBkzhrFjx/L9998TFxfH+vXreeWVV/j111/PeN7QoUNZsWJF5ff5+flMmDCBZcuWcejQIVauXMn69etp06ZN5TFr1qzBycmJ3r17WyR2ERGRxkCJABERETmthx56CKPRSNu2bQkICCA+Pt5iY8+YMYOxY8fy4IMP0qpVKy6//HLWrl1LeHj4Gc+54YYb2LlzJ7t37wbAaDSSmprK2LFjiY2N5dprr+Xiiy/m2WefrTzn66+/ZsyYMbi6ulosdhERkYbOYDKZTNYOQkRERKQqJk+eTGZmJh9//PE5j01OTqZ169Zs2LCB6OjoeohORESkYdCKABEREWkwnnjiCSIjI6tUuyAuLo4PP/xQSQAREZH/0IoAERERERERkSZEKwJEREREREREmhAlAkRERERERESaECUCRERERERERJoQJQJEREREREREmhAlAkRERERERESaECUCRERERERERJoQJQJEREREREREmhAlAkRERERERESaECUCRERERERERJqQ/wdWg0lNGWOqwgAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 1200x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ufit, p = uD.fit_decay()            # calls fit_decay() method\n",
    "t       = uD.t_axis()               # prepare time axis for plotting\n",
    "\n",
    "plt.figure(3, figsize=(12, 6), clear=True)\n",
    "\n",
    "plt.plot(t, uD[0])\n",
    "plt.plot(t, ufit[0], 'r:')\n",
    "plt.legend(('original','fitted'))\n",
    "\n",
    "plt.xlim(  0, Td);  plt.xlabel('time (s)') \n",
    "plt.ylim(-10, 10);  plt.ylabel('u(t)') \n",
    "\n",
    "plt.grid(True) \n",
    "\n",
    "# Print out fitted parameters\n",
    "\n",
    "print('Amplitude:     {0:4.2f}m  '.format(p[0,0]))\n",
    "print('Frequency:     {0:4.2f}Hz '.format(p[0,1]))\n",
    "print('Damping ratio: {0:4.2f}%  '.format(p[0,2]*100))\n",
    "print('Phase:         {0:4.2f}rad'.format(p[0,3]))\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The fitting result is usually not so accurate when the original function comes from\n",
    "real measurements. In some cases the fitting algorithm (which uses ```scipy``` module)\n",
    "may even fail in presenting any usefull result. \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " fs = 99.7Hz\n",
      " Td = 23.0s\n",
      "\n",
      " NX = 3\n",
      " N  = 2296\n",
      " M  = 1149\n",
      "\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x800 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "\n",
    "data = MRPy.from_file('resources/data/iNVH001', form='invh')\n",
    "\n",
    "data.printAttrib()\n",
    "data.plot_time(fig=1);\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " fs = 99.7Hz\n",
      " Td = 3.0s\n",
      "\n",
      " NX = 3\n",
      " N  = 298\n",
      " M  = 150\n",
      "\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x800 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "free = data.extract((2.5, 5.5), by='time')\n",
    "\n",
    "free.printAttrib()\n",
    "free.plot_time(fig=2);\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Amplitude:     2.10m/s2\n",
      "Frequency:     8.34Hz  \n",
      "Damping ratio: 1.25%   \n",
      "Phase:         -0.89rad \n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "afit, par = free.fit_decay()\n",
    "t         = free.t_axis()               # prepare time axis for plotting\n",
    "\n",
    "plt.figure(4, figsize=(12, 6), clear=True)\n",
    "plt.plot(t, free[2])\n",
    "plt.plot(t, afit[2], 'r:')\n",
    "plt.legend(('original','fitted'))\n",
    "\n",
    "plt.xlim( 0, 3);  plt.xlabel('time (s)') \n",
    "plt.ylim(-3, 3);  plt.ylabel('u(t)') \n",
    "\n",
    "plt.grid(True) \n",
    "\n",
    "print('Amplitude:     {0:4.2f}m/s2'.format(par[2,0]))\n",
    "print('Frequency:     {0:4.2f}Hz  '.format(par[2,1]))\n",
    "print('Damping ratio: {0:4.2f}%   '.format(par[2,2]*100))\n",
    "print('Phase:         {0:4.2f}rad '.format(par[2,3]))\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 5. Assignments <a name=\"section_5\"></a> \n",
    "\n",
    "1. Fazer um registro com o celular de uma superfície em vibração livre (lenta)\n",
    "2. Importar para dentro de um Jupyter notebook e analisar:\n",
    "   (a) Razão de amortecimento por decremento logarítmico.\n",
    "   (b) Frequência e razão de amortecimento por ``MRPy.fit_decay()``.\n",
    "3. Relatório com descrição do objeto, gráficos e resultados (nome do arquivo T1_xxxxxxxx.ipynb, onde xxxxxxxx é o número do cartão do aluno, zipado com o arquivo gerado pelo celular).\n",
    "\n",
    "Prazo: 30 de março de 2022.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "dados = MRPy.from_file(\"teste\", form='excel')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[23. 25. 18. 22. 34. 30. 21. 25. 22. 29.]]\n"
     ]
    }
   ],
   "source": [
    "print(dados)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " fs = 1.1Hz\n",
      " Td = 9.0s\n",
      "\n",
      " NX = 1\n",
      " N  = 10\n",
      " M  = 6\n",
      "\n"
     ]
    }
   ],
   "source": [
    "dados.printAttrib()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[[<matplotlib.lines.Line2D at 0x1b8b588bb80>]]"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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KFSs0aNAgLVmypEb7BwCwP4o9AKBecrlcmjVrlq688kq99dZb+vzzz3XixAmFhYWpU6dOevHFF3XppZee8/Y2bNigDRs2SJICAwMVGhqqCy64QHfddZcmTZpUPmv9zwUEBOibb77Rc889p7lz5+qll15SYGCghg0bpscee0xDhgyptf39pVmzZqlt27aaP3++XnvtNbVp00YPPfSQ/vSnP1V5GzxPWbZsmQ4ePKhLLrnkjB+iNG/eXKNHj9b8+fP12Wef6dprr/VIno8++kh//vOf9eGHH+rYsWPq1KmTnnnmmfO6tj80NFTz5s3T1KlT9eabb+rkyZOS/lfse/TooSVLluixxx7TvHnz1KRJE1155ZV64YUXKt1GUJIaN26sFStWaMqUKVqwYIE2btyoCy64QHPnzlVOTk6lYi9JV111lTZt2qQXXnhBX3/9tZYtW6bGjRurdevWuv322yvdeQEAUL+4rF/enwcAAKCeGT58uFasWFHptoQAANQHXGMPAAAAAICDUewBAAAAAHAwij0AAAAAAA7GNfYAAAAAADgYR+wBAAAAAHAwij0AAAAAAA5GsQcAAAAAwMEo9gAAAAAAOBjFHgAAAAAAB6PYAwAAAADgYBR7AAAAAAAcjGIPAAAAAICDUewBAAAAAHAwij0AAAAAAA5GsQcAAAAAwMEo9gAAAAAAOBjFHgAAAAAAB6PYAwAAAADgYBR7AAAAAAAcjGIPAAAAAICDUewBAAAAAHAwij0AAAAAAA5GsQcAAAAAwMEo9gAAAAAAOBjFHgAAAAAAB6PYAwAAAADgYBR7AAAAAAAcjGIPAAAAAICDUewBAAAAAHAwij0AAAAAAA5GsQcAAAAAwMEo9gAAAAAAOBjFHgAAAAAAB6PYAwAAAADgYBR7AAAAAAAcjGIPAAAAAICDUewBAAAAAHAwij0AAAAAAA5GsQcAAAAAwMEo9gAAAAAAOBjFHgAAAAAAB6PYAwAAAADgYBR7AAAAAAAcjGIPAAAAAICDUewBAAAAAHAwij0AAAAAAA5GsQcAAAAAwMEo9gAAAAAAOBjFHgAAAAAAB6PYAwAAAADgYBR7AAAAAAAcjGIPAAAAAICDUewBAAAAAHAwij0AAAAAAA5GsQcAAAAAwMEo9gAAAAAAOBjFHgAAAAAAB6PYAwAAAADgYBR7AAAAAAAcjGIPAAAAAICDUewBAAAAAHAwij0AAAAAAA5GsQcAAAAAwMF8TAewo7KyMh09elRBQUFyuVym4wAAAAAA6jnLspSXl6dWrVrJy6t6x+Ap9lU4evSooqOjTccAAAAAADQwhw4dUuvWrav1HIp9FYKCgiRJycnJCg0NNZwGv+R2u7V06VJddtll8vX1NR0HP8PY2BdjY2+Mj30xNvbF2Ngb42NfjI19HT9+XO3atSvvo9VBsa/CqdPvg4KCFBwcbDgNfsntdiswMFDBwcH8x8hmGBv7YmzsjfGxL8bGvhgbe2N87IuxsS+32y1JNbocnMnzAAAAAABwMIo9AAAAAAAORrEHAAAAAMDBKPYAAAAAADgYxR4AAAAAAAej2AMAAAAA4GAUewAAAAAAHIxiDwAAAACAg1HsAQAAAABwMIo9AAAAAAAORrEHAAAAAMDBKPYAAAAAADgYxR4AAAAAAAej2AMAAAAA4GAUewAAAAAAHIxiDwAAAACAg1HsAQAAAABwMIo9AAAAAAAOZptiP336dLlcLj344IPlyyzL0tSpU9WqVSs1atRIw4cP144dO866rfnz5ys2Nlb+/v6KjY3VggULPJgcAAAAAABzbFHs161bp3//+9+Ki4ursPz555/XP/7xD73++utat26dIiIiNHLkSOXl5Z12W6tXr9aNN96oiRMnasuWLZo4caJuuOEGrV271tO7AQAAAABAnTNe7E+cOKGbb75Zb731lpo1a1a+3LIsvfzyy3r88cd17bXXqnv37nr33XdVUFCg2bNnn3Z7L7/8skaOHKkpU6aoa9eumjJlii655BK9/PLLdbA3AAAAAADULR/TAe69915dddVVuvTSS/XUU0+VL09OTlZqaqouu+yy8mX+/v666KKLtGrVKt1zzz1Vbm/16tX6/e9/X2HZ5ZdffsZiX1RUpKKiovLvc3NzJUlut1tut7smuwUPOjUmjI39MDb2xdjYG+NjX4yNfTE29sb42BdjY1/nMyZGi/2cOXO0ceNGrVu3rtJjqampkqTw8PAKy8PDw3XgwIHTbjM1NbXK55zaXlWmT5+uadOmVVr+7bffKjAw8Iz7AHOWLVtmOgJOg7GxL8bG3hgf+2Js7IuxsTfGx74YG/spKCio8XONFftDhw7pgQce0NKlSxUQEHDa9VwuV4XvLcuqtOx8nzNlyhQ99NBD5d/n5uYqOjpaF198sZo3b37G10Ldc7vdWrZsmUaOHClfX1/TcfAzjI19MTb2xvjYF2NjX4yNvTE+9sXY2FdmZmaNn2us2G/YsEHp6enq27dv+bLS0lJ99913ev3117Vnzx5JPx2Bj4yMLF8nPT290hH5n4uIiKh0dP5sz/H395e/v3+l5b6+vrzZbYzxsS/Gxr4YG3tjfOyLsbEvxsbeGB/7Ymzs53zGw9jkeZdccom2bdumzZs3l3/169dPN998szZv3qz27dsrIiKiwikixcXFWrFihQYNGnTa7cbHx1c6rWTp0qVnfA4AAAAAAE5l7Ih9UFCQunfvXmFZ48aN1bx58/LlDz74oJ555hl16tRJnTp10jPPPKPAwEBNmDCh/DmTJk1SVFSUpk+fLkl64IEHNGzYMD333HMaO3asFi5cqK+//loJCQl1t3MAAAAAANQR47Pin8kjjzyikydP6re//a2ysrI0cOBALV26VEFBQeXrHDx4UF5e/zvxYNCgQZozZ46eeOIJPfnkk+rQoYPmzp2rgQMHmtgFAAAAAAA8ylbFfvny5RW+d7lcmjp1qqZOnXrOz5Gk8ePHa/z48bUbDgAAAAAAGzJ2jT0AAAAAADh/FHsAAAAAAByMYg8AAAAAgINR7AEAAAAAcDCKPQAAAAAADkaxBwAAAADAwSj2AAAAAAA4GMUeAAAAAAAHo9gDAAAAAOBgFHsAAAAAAByMYg8AAAAAgINR7AEAAAAAcDCKPQAAAAAADkaxBwAAAADAwSj2AAAAAAA4GMUeAAAAAAAHo9gDAAAAAOBgFHsAAAAAAByMYg8AAAAAgINR7AEAAAAAcDCKPQAAAAAADkaxBwAAAADAwSj2AAAAAAA4GMUeAAAAAAAHo9gDAAAAAOBgFHsAAAAAAByMYg8AAAAAgINR7AEAAAAAcDCKPQAAAAAADkaxBwAAAADAwSj2AAAAAAA4GMUeAAAAAAAHo9gDAAAAAOBgFHsAAAAAAByMYg8AAAAAgINR7AEAAAAAcDCKPQAAAAAADkaxBwAAAADAwSj2AAAAAAA4GMUeAAAAAAAHo9gDAAAAAOBgFHsAAAAAAByMYg8AAAAAgINR7AEAAAAAcDCKPQAAAAAADkaxBwAAAADAwSj2AAAAAAA4GMUeAAAAAAAHo9gDAAAAAOBgFHsAAAAAAByMYg8AAAAAgINR7AEAAAAAcDCKPQAAAAAADkaxBwAAAADAwSj2AAAAAAA4GMUeAAAAAAAHo9gDAAAAAOBgFHsAAAAAAByMYg8AAAAAgINR7AEAAAAAcDCKPQAAAAAADkaxBwAAAADAwSj2AAAAAAA4GMUeAAAAAAAHo9gDAAAAAOBgFHsAAAAAAByMYg8AAAAAgINR7AEAAAAAcDCKPQAAAAAADma02L/55puKi4tTcHCwgoODFR8fry+//LL8cZfLVeXXCy+8cNptzpo1q8rnFBYW1sUuAQAAAABQp3xMvnjr1q317LPPqmPHjpKkd999V2PHjtWmTZt0wQUXKCUlpcL6X375pSZPnqzrrrvujNsNDg7Wnj17KiwLCAio3fAAAAAAANiA0WI/evToCt8//fTTevPNN7VmzRpdcMEFioiIqPD4woULdfHFF6t9+/Zn3K7L5ar0XAAAAAAA6iPbXGNfWlqqOXPmKD8/X/Hx8ZUeT0tL0+LFizV58uSzbuvEiROKiYlR69atdfXVV2vTpk2eiAwAAAAAgHFGj9hL0rZt2xQfH6/CwkI1adJECxYsUGxsbKX13n33XQUFBenaa6894/a6du2qWbNmqUePHsrNzdUrr7yiwYMHa8uWLerUqVOVzykqKlJRUVH597m5uZIkt9stt9t9HnsHTzg1JoyN/TA29sXY2BvjY1+MjX0xNvbG+NgXY2Nf5zMmLsuyrFrMUm3FxcU6ePCgsrOzNX/+fL399ttasWJFpXLftWtXjRw5Uq+99lq1tl9WVqY+ffpo2LBhevXVV6tcZ+rUqZo2bVql5bNnz1ZgYGC1Xg8AAAAAgOoqKCjQhAkTlJOTo+Dg4Go913ix/6VLL71UHTp00L/+9a/yZStXrtSwYcO0efNm9ezZs9rbvOuuu3T48OEKM+7/XFVH7KOjo5WSkqLmzZtXfyfgUW63W8uWLdPIkSPl6+trOg5+hrGxL8bG3hgf+2Js7IuxsTfGx74YG/vKzMxUZGRkjYq98VPxf8myrAolW5JmzJihvn371qjUW5alzZs3q0ePHqddx9/fX/7+/pWW+/r68ma3McbHvhgb+2Js7I3xsS/Gxr4YG3tjfOyLsbGf8xkPo8X+scce06hRoxQdHa28vDzNmTNHy5cv15IlS8rXyc3N1ccff6y///3vVW5j0qRJioqK0vTp0yVJ06ZN04UXXqhOnTopNzdXr776qjZv3qw33nijTvYJAAAAAIC6ZLTYp6WlaeLEiUpJSVFISIji4uK0ZMkSjRw5snydOXPmyLIs3XTTTVVu4+DBg/Ly+t/k/tnZ2br77ruVmpqqkJAQ9e7dW999950GDBjg8f0BAAAAAKCuGS32M2bMOOs6d999t+6+++7TPr58+fIK37/00kt66aWXzjcaAAAAAACOYJv72AMAAAAAgOqj2AMAAAAA4GAUewAAAAAAHIxiDwAAAACAg1HsAQAAAABwMIo9AAAAAAAORrEHAAAAAMDBKPYAAAAAADgYxR4AAAAAAAej2AMAAAAA4GAUewAAAAAAHIxiDwAAAACAg1HsAQAAAABwMIo9AAAAAAAORrEHAAAAAMDBKPYAAAAAADgYxR4AAAAAAAej2AMAAAAA4GAUewAAAAAAHIxiDwAAAACAg1HsAQAAAABwMIo9AAAAAAAORrEHAAAAAMDBKPYAAAAAADgYxR4AAAAAAAej2AMAAAAA4GAUewAAAAAAHIxiDwAAAACAg1HsAQAAAABwMIo9AAAAAAAORrEHAAAAAMDBKPYAAAAAADgYxR4AAAAAAAej2AMAAAAA4GAUewAAAAAAHIxiDwAAAACAg1HsAQAAAABwMIo9AAAAAAAORrEHAAAAAMDBKPYAAAAAADgYxR4AAAAAAAej2AMAAAAA4GAUewAAAAAAHIxiDwAAAACAg1HsAQAAAABwMIo9AAAAAAAORrEHAAAAAMDBKPYAAAAAADgYxR4AAAAAAAej2AMAAAAA4GAUewAAAAAAHIxiDwAAAACAg1HsAQAAAABwMIo9AAAAAAAORrEHAAAAAMDBKPYAAAAAADgYxR4AAAAAAAej2AMAAAAA4GAUewAAAAAAHIxiDwAAAACAg1HsAQAAAABwMIo9AAAAAAAORrEHAAAAAMDBKPYAAAAAADgYxR4AAAAAAAej2AMAAAAA4GAUewAAAAAAHIxiDwAAAACAg1HsAQAAAABwMIo9AAAAAAAOZrTYv/nmm4qLi1NwcLCCg4MVHx+vL7/8svzx2267TS6Xq8LXhRdeeNbtzp8/X7GxsfL391dsbKwWLFjgyd0AAAAAAMAYo8W+devWevbZZ7V+/XqtX79eI0aM0NixY7Vjx47yda644gqlpKSUf33xxRdn3Obq1at14403auLEidqyZYsmTpyoG264QWvXrvX07gAAAAAAUOd8TL746NGjK3z/9NNP680339SaNWt0wQUXSJL8/f0VERFxztt8+eWXNXLkSE2ZMkWSNGXKFK1YsUIvv/yyPvzww9oLDwAAAACADRgt9j9XWlqqjz/+WPn5+YqPjy9fvnz5coWFhalp06a66KKL9PTTTyssLOy021m9erV+//vfV1h2+eWX6+WXXz7tc4qKilRUVFT+fW5uriTJ7XbL7XbXcI/gKafGhLGxH8bGvhgbe2N87IuxsS/Gxt4YH/tibOzrfMbEZVmWVYtZqm3btm2Kj49XYWGhmjRpotmzZ+vKK6+UJM2dO1dNmjRRTEyMkpOT9eSTT6qkpEQbNmyQv79/ldvz8/PTrFmzNGHChPJls2fP1u23316hvP/c1KlTNW3atErLZ8+ercDAwFrYSwAAAAAATq+goEATJkxQTk6OgoODq/Vc48W+uLhYBw8eVHZ2tubPn6+3335bK1asUGxsbKV1U1JSFBMTozlz5ujaa6+tcnt+fn569913ddNNN5Uv++CDDzR58mQVFhZW+ZyqjthHR0crJSVFzZs3P889RG1zu91atmyZRo4cKV9fX9Nx8DOMjX0xNvbG+NgXY2NfjI29MT72xdjYV2ZmpiIjI2tU7I2fiu/n56eOHTtKkvr166d169bplVde0b/+9a9K60ZGRiomJkaJiYmn3V5ERIRSU1MrLEtPT1d4ePhpn+Pv71/lGQC+vr682W2M8bEvxsa+GBt7Y3zsi7GxL8bG3hgf+2Js7Od8xsN297G3LOu0p8xnZmbq0KFDioyMPO3z4+PjtWzZsgrLli5dqkGDBtVqTgAAAAAA7MDoEfvHHntMo0aNUnR0tPLy8jRnzhwtX75cS5Ys0YkTJzR16lRdd911ioyM1P79+/XYY4+pRYsWuuaaa8q3MWnSJEVFRWn69OmSpAceeEDDhg3Tc889p7Fjx2rhwoX6+uuvlZCQYGo3AQAAAADwGKPFPi0tTRMnTlRKSopCQkIUFxenJUuWaOTIkTp58qS2bdum9957T9nZ2YqMjNTFF1+suXPnKigoqHwbBw8elJfX/048GDRokObMmaMnnnhCTz75pDp06KC5c+dq4MCBJnYRAAAAAACPMlrsZ8yYcdrHGjVqpK+++uqs21i+fHmlZePHj9f48ePPJxoAAAAAAI5gu2vsAQAAAADAuaPYAwAAAADgYBR7AAAAAAAcjGIPAAAAAICDUewBAAAAAHAwij0AAAAAAA5GsQcAAAAAwMEo9gAAAAAAOBjFHgAAAAAAB6PYAwAAAADgYBR7AAAAAAAcjGIPAAAAAICDUewBAAAAAHAwij0AAAAAAA5GsQcAAAAAwMEo9gAAAAAAOBjFHgAAAAAAB6PYAwAAAADgYBR7AAAAAAAcjGIPAAAAAICDUewBAAAAAHAwij0AAAAAAA5GsQcAAAAAwMEo9gAAAAAAOBjFHgAAw9bsO65Sy3QKAADgVBR7AAAMKiuz9JfPduqzA/yTDAAAaoa/IgAAMGh3ap5GdA2TyyUt3JJiOg4AAHAgij0AAAZ9n5ShwR2aa3SbMi3Znqpth3NMRwIAAA5DsQcAwKB1+4+rX0xTebmk6dd01zNf7FLGiSLTsQAAgINQ7AEAMKTQXaoyy1KAr7ckqWmgr/4yJlYPf7xF7tIyw+kAAIBTUOwBADBk48Es9Y0JrbCsa0SwbugXracX7zKUCgAAOA3FHgAAQxISMzS0U4tKy0f1iFQTfx99tO6QgVQAAMBpKPYAABiy42iuYiODq3zs9yM765vd6dp0MKuOUwEAAKeh2AMAYEBWfrFCGvnKy8tV5ePeXi49f32cnl+yR+m5hXWcDgAAOAnFHgAAA1bvy9SgDs3PuE5wgK/+Nq67Hp63VUUlpXWUDAAAOA3FHgAAA1YmZmhIFdfX/1LHsCaaeGGMpn22U5Zl1UEyAADgNBR7AAAMOJJ9Uq2bBZ7TupfGhisiOEAfrD3o4VQAAMCJKPYAANSxg5kFahPaqFrP+d3FHbVmX6Z+SD7uoVQAAMCpKPYAANSxlUnHNKRjy2o9x8vLpWevi9PLX/+olJyTHkoGAACciGIPAEAdW703U/FnmTivKk38ffTMNT30yLytKnQzmR4AAPgJxR4AgDpUWmbpRFGJQhr51uj5bVs01uQh7fTnhduZTA8AAEii2AMAUKe2H8lRj6iQ89rG8C5hat+yiWat2l87oQAAgKNR7AEAqEMJSRka0vHst7k7m3uGtdfWwzlatTejFlIBAAAno9gDAFCHNh7IUu82zc57Oy6XS09f013/9+1eHTpeUAvJAACAU1HsAQCoIwXFJfLxdsnPp3b++Q3089H0a3toyifbdLKYyfQAAGioKPYAANSRH5KPa0C76s+GfybRoYH6zfAOemzBNibTAwCggaLYAwBQRxISa+f6+l8a3LGFukeF6N/f7av1bQMAAPuj2AMAUEd+TD+hzuFNPLLtOwa3VWL6Ca348ZhHtg8AAOyLYg8AQB1IzytUiyZ+crlcHtm+y+XSU+O66+2V+7Q/I98jrwEAAOyJYg8AQB1YlZTpkdPwfy7A11vPXRenxz/dpvyiEo++FgAAsA+KPQAAdSAhKUODPVzsJalV00Z64JLOevQTJtMDAKChoNgDAOBhlmUpPa9I4cEBdfJ6A9qFakC7UL3+TVKdvB4AADCLYg8AgIftPXZCHVt6ZtK807llYBsdzSnU1zvT6vR1AQBA3aPYAwDgYSsTMzSkU+3ev/5sXC6Xpo6J1XtrDigp/USdvjYAAKhbFHsAADxs7b7jGtiubou9JPn7eOuF8XF68tPtyi101/nrAwCAukGxBwDAg9ylZSouLVNjfx8jrx8eHKCHr+iiP83bqrIyJtMDAKA+otgDAOBBmw9lq1d0U6MZ+rRppuFdWurlr380mgMAAHgGxR4AAA/66fp6z9/m7mxu7N9GOSfdWrI9xXQUAABQyyj2AAB40LbD2YqLCjEdQ5L0xNWx+mj9Ye1JzTMdBQAA1CKKPQAAHpJb6Fagn498vO3xz62vt5eeHx+nvyzaruyCYtNxAABALbHHXxoAANRDa/Zm6sL2oaZjVNCiib8evzJWD8/bqlIm0wMAoF6g2AMA4CEJSRka0qml6RiV9GgdolHdI/T8V7tNRwEAALWAYg8AgIfszyxQ2+aBpmNU6do+rVVSamnRlqOmowAAgPNEsQcAwAOOZp9UZHCAXC6X6SinNWVUVy3afEQ7juaYjgIAAM4DxR4AAA9IsMlt7s7Ex9tLL4zvqac+36Xj+UymBwCAU1HsAQDwgFV7MzS4o72LvSQ1a+ynJ6+O1SPztqiktMx0HAAAUAMUewAAallZmaWsArdCG/uZjnJOYlsFa1zvKD3zBZPpAQDgRBR7AABq2a7UXHWNDDIdo1qujmslf18vzdtw2HQUAABQTRR7AABqWUJihoZ2tN9t7s7mj5d10bKdqdpyKNt0FAAAUA1Gi/2bb76puLg4BQcHKzg4WPHx8fryyy8lSW63W3/605/Uo0cPNW7cWK1atdKkSZN09OiZb8sza9YsuVyuSl+FhYV1sUsAAGj9gSz1a9vMdIxq8/Zy6fnreurZL3frWF6R6TgAAOAcGS32rVu31rPPPqv169dr/fr1GjFihMaOHasdO3aooKBAGzdu1JNPPqmNGzfqk08+0Y8//qgxY8acdbvBwcFKSUmp8BUQEFAHewQAaOgK3aWyLCnA19t0lBoJCfTVtLEX6OF5W1RcwmR6AAA4gY/JFx89enSF759++mm9+eabWrNmjSZPnqxly5ZVePy1117TgAEDdPDgQbVp0+a023W5XIqIiPBIZgAAzmSDQ4/W/1zn8CDdNKCN/vb5Tv1tXHfTcQAAwFkYLfY/V1paqo8//lj5+fmKj4+vcp2cnBy5XC41bdr0jNs6ceKEYmJiVFpaql69eulvf/ubevfufdr1i4qKVFT0v1MOc3NzJf10OYDb7a7+zsCjTo0JY2M/jI19MTZ157s96RrVPbxaP2s7js+Izs21/XCW3l+drBv7tTYdxxg7jg1+wtjYG+NjX4yNfZ3PmLgsy7JqMUu1bdu2TfHx8SosLFSTJk00e/ZsXXnllZXWKyws1JAhQ9S1a1e9//77p93emjVrlJSUpB49eig3N1evvPKKvvjiC23ZskWdOnWq8jlTp07VtGnTKi2fPXu2AgMDa75zAIAG55+7vHR31zJ5uUwnOX9llvRuopeGR5apnbMm+QcAwHEKCgo0YcIE5eTkKDg4uFrPrXaxT0xM1KpVq5SamiqXy6Xw8HANGjTotKX5bIqLi3Xw4EFlZ2dr/vz5evvtt7VixQrFxsaWr+N2u3X99dfr4MGDWr58ebV2sqysTH369NGwYcP06quvVrlOVUfso6OjlZKSoubNm9dov+A5brdby5Yt08iRI+Xr62s6Dn6GsbEvxqZuZBUU66+f79ZLN8RV63l2Hp+8whLd++FmPX9dd0UEN7z5auw8Ng0dY2NvjI99MTb2lZmZqcjIyBoV+3M+FT8nJ0eTJk3SZ599ppCQEIWFhcmyLB07dky5ubkaPXq03nvvvWoH8PPzU8eOHSVJ/fr107p16/TKK6/oX//6l6Sf3ng33HCDkpOT9c0331R7+15eXurfv78SExNPu46/v7/8/f0rLff19eXNbmOMj30xNvbF2HjWugMZGtq5ZY1/xnYcn1BfXz19TQ899ukOvTWpn2MnBTxfdhwb/ISxsTfGx74YG/s5n/E451nx77vvPiUnJ2v16tXKysrSnj179OOPPyorK0urVq1ScnKy7rvvvhoHOcWyrPKj56dKfWJior7++usaHT23LEubN29WZGTkeWcDAOBMEpKOaUgn592//mzat2yi2we31dRFO2T4Cj4AAFCFcz5iv2jRIn311VcaOHBgpccGDhyof/3rX7riiiuq9eKPPfaYRo0apejoaOXl5WnOnDlavny5lixZopKSEo0fP14bN27U559/rtLSUqWmpkqSQkND5efnJ0maNGmSoqKiNH36dEnStGnTdOGFF6pTp07Kzc3Vq6++qs2bN+uNN96oVjYAAKrDsiwdzjqpqKaNTEfxiBFdw7UrJU//WXNAk+Lbmo4DAAB+plqz4rtcp58J6EyPnU5aWpomTpyolJQUhYSEKC4uTkuWLNHIkSO1f/9+LVq0SJLUq1evCs/79ttvNXz4cEnSwYMH5eX1vxMPsrOzdffddys1NVUhISHq3bu3vvvuOw0YMKDa+QAAOFcHMgvUtnlj0zE86rfDO+iBOZvVOTxIF7ZnDhoAAOzinIv96NGjddddd2nGjBnq169fhcfWr1+vX//61xozZky1XnzGjBmnfaxt27bndLrf8uXLK3z/0ksv6aWXXqpWDgAAzldCUoaGdGphOoZHuVwuTb+2h+7+z3pFhwbW27MTAABwmnO+xv61115Tq1atNGDAAIWGhqpr167q1q2bQkNDNXDgQEVGRp521nkAAOq71fsyFd+h/h/Fbuzvo+nXxOnR+VtV6C41HQcAAKgaR+ybNm2qL7/8Urt379bq1avLr3ePiIhQfHy8unbt6rGQAADYWWmZpfyiEgUHNIzZhds0D9Tdw9rr8QXb9eL1cTW6HA8AANSeal1jL0ldu3alxAMA8DPbjuQoLirEdIw6NbRTS+1OydOMhGTdObS96TgAADRo53wqPgAAqFpCYv28zd3Z3Dm0nXam5CohMcN0FAAAGjSKPQAA52nTwWz1im5qOkadc7lcenpcD/1zxV4dzCwwHQcAgAaLYg8AwHnILyqRr7eX/Hwa5j+pjfy89ex1PTRlwVYVFJeYjgMAQIPUMP8KAQCglvyw/7gGtAs1HcOo1s0C9buLO2nKJ9vO6Va1AACgdtWo2GdnZ+vtt9/WlClTdPz4cUnSxo0bdeTIkVoNBwCA3SUkZmhoPb9//bmI79Bcfdo005sr9pqOAgBAg1PtYr9161Z17txZzz33nF588UVlZ2dLkhYsWKApU6bUdj4AAGwtMf2EOoY1MR3DFibFx+hARoG+3ZNuOgoAAA1KtYv9Qw89pNtuu02JiYkKCAgoXz5q1Ch99913tRoOAAA7S88rVMsm/tzH/f9zuVyaNvYCvZOQrH3HTpiOAwBAg1HtYr9u3Trdc889lZZHRUUpNTW1VkIBAOAE3ydlaEin5qZj2EqAr7deGN9TT3y6XXmFbtNxAABoEKpd7AMCApSbm1tp+Z49e9SyZcO7hy8AoOFKSMzU4A5cX/9LESEBemhkZz06f5vKyphMDwAAT6t2sR87dqz++te/yu3+6VN4l8ulgwcP6tFHH9V1111X6wEBALAjy7J07ESRwoIDzr5yA9SvbagGd2yhV79JNB0FAIB6r9rF/sUXX9SxY8cUFhamkydP6qKLLlLHjh0VFBSkp59+2hMZAQCwnaT0E+rEpHlnNGFgGx3LK9LSHVyqBwCAJ/lU9wnBwcFKSEjQN998o40bN6qsrEx9+vTRpZde6ol8AADY0srEDA3pyGn4Z/OX0Rfo7v+sV7sWjdUpPMh0HAAA6qVqF/tTRowYoREjRtRmFgAAHOOH5OP61YBo0zFsz8/HS8+Pj9MDH27WPyf2VUgjX9ORAACod86p2L/66qvnvMH777+/xmEAAHACd2mZ3KVlCvSr8efjDUpYUIAeHdVVf5q3VW/c3EfeXtweEACA2nROf5G89NJLFb4/duyYCgoK1LRpU0lSdna2AgMDFRYWRrEHANR7mw5mq3ebpqZjOErP6Ka6pFuY/r50jx65oqvpOAAA1CvnNHlecnJy+dfTTz+tXr16adeuXTp+/LiOHz+uXbt2qU+fPvrb3/7m6bwAABiXkHhMg7m+vtqu7xetguJSfb71qOkoAADUK9WeFf/JJ5/Ua6+9pi5dupQv69Kli1566SU98cQTtRoOAAA72nokR3Gtm5qO4UiPX9VNn2w8ol0puaajAABQb1S72KekpJTfw/7nSktLlZaWViuhAACwq9xCtxr7+XCdeA35envphfFxmvbZDmXlF5uOAwBAvVDtYn/JJZforrvu0vr162VZliRp/fr1uueee7jlHQCg3lu9N1MXdmhuOoajNW/iryeuitXD87aqpLTMdBwAAByv2sX+nXfeUVRUlAYMGKCAgAD5+/tr4MCBioyM1Ntvv+2JjAAA2EZCYoaGcn39eeseFaLRPSP13JLdpqMAAOB41b5PT8uWLfXFF1/oxx9/1O7du2VZlrp166bOnTt7Ih8AALZy4HiBYpoHmo5RL4ztFaWdR3P16aYjGtc7ynQcAAAcq8Y34O3cuTNlHgDQoBzJPqmopgFyubi+vrY8ckVX/fr9DeoY1kTdo0JMxwEAwJGqXezvuOOOMz7+zjvv1DgMAAB2xm3uap+3l0svjI/Tb97fqNcm9FaLJv6mIwEA4DjVvsY+Kyurwld6erq++eYbffLJJ8rOzvZARAAA7OH7pEwN7kCxr21NA/30lzGxevjjLXIzmR4AANVW7SP2CxYsqLSsrKxMv/3tb9W+fftaCQUAgN2UlVnKOelWs8Z+pqPUS10jgnVDv2g9vXiXpo65wHQcAAAcpdpH7KvciJeXfv/73+ull16qjc0BAGA7O1Ny1S0y2HSMem1Uj0g18ffRR+sOmY4CAICj1Eqxl6S9e/eqpKSktjYHAICtJCRlaGgnTsP3tIdGdta3e9K16WCW6SgAADhGtU/Ff+ihhyp8b1mWUlJStHjxYt166621FgwAADtZvz9Ltw1qazpGvefl5dJz4+P06/9s0Ms39lJYcIDpSAAA2F61i/2mTZsqfO/l5aWWLVvq73//+1lnzAcAwIkK3aVyuaQAX2/TURqE4ABf/XVsdz08b6v+Pamv/H34uQMAcCbVLvbffvutJ3IAAGBb6/dnqV9MM9MxGpSOYU008cIYTftsp54e110ul8t0JAAAbKva19iPGDGiytva5ebmasSIEbWRCQAAW1mZdExDuL6+zl0aG66I4AB9sPag6SgAANhatYv98uXLVVxcXGl5YWGhVq5cWSuhAACwk90peeoWwYz4Jvzu4o5asy9TPyQfNx0FAADbOudT8bdu3Vr+/3fu3KnU1NTy70tLS7VkyRJFRUXVbjoAAAw7nl+spoG+8vLiVHATvLxceva6ON393nr9/YaeigxpZDoSAAC2c87FvlevXnK5XHK5XFWect+oUSO99tprtRoOAADTvk/K0OAOnIZvUhN/Hz1zTQ89Mm+r3prUj0kMAQD4hXMu9snJybIsS+3bt9cPP/ygli1blj/m5+ensLAweXvzDy0AoH75PilD91/SyXSMBq9ti8aaPKSd/rxwu567Lo7J9AAA+JlzLvYxMTGSpLKyMo+FAQDATizL0tGcQrVqyunfdjC8S5h2p+Zp1qr9un1wO9NxAACwjXMq9osWLdKoUaPk6+urRYsWnXHdMWPG1EowAABM259ZoLbNA03HwM/cM6y9Hvpoi1btzdAgLpEAAEDSORb7cePGKTU1VWFhYRo3btxp13O5XCotLa2tbAAAGJWQeExDOlIe7cTlcunpa7rr7vc2KLpZoKJD+eAFAIBzut1dWVmZwsLCyv//6b4o9QCA+mTNvuO6sENz0zHwC4F+Ppp+bQ9N+WSbThbztwcAANW+jz0AAA1BSWmZCopLFBzgazoKqhAdGqjfDO+gxxZsk2VZpuMAAGDUOZ2K/+qrr57zBu+///4ahwEAwC62HslRj9ZNTcfAGQzu2EK7U/P07+/26Z6LOpiOAwCAMedU7F966aVz2pjL5aLYAwDqhe8TMzS0E9fX290dg9vq4XlbteLHY7qoc8uzPwEAgHronIp9cnKyp3MAAGArmw5l69fDOQpsdy6XS0+N66673luvmNBAtW3R2HQkAADq3HldY29ZFte1AQDqnfyiEvl5e8nXm6lonCDA11vPXRenxz/dpvyiEtNxAACoczX6i2XGjBnq3r27AgICFBAQoO7du+vtt9+u7WwAABixNjlTA9uHmo6BamjVtJEeuKSzHv2EyfQAAA1PtYv9k08+qQceeECjR4/Wxx9/rI8//lijR4/W73//ez3xxBOeyAgAQJ1KSMzk+noHGtAuVAPaher1b5JMRwEAoE6d0zX2P/fmm2/qrbfe0k033VS+bMyYMYqLi9N9992np556qlYDAgBQ15KOnVCHlk1Mx0AN3DKwjR5bsF1f70zTpbHhpuMAAFAnqn3EvrS0VP369au0vG/fviop4bo2AICzpeUWKizIXy6Xy3QU1IDL5dLUMbF6b80BJaWfMB0HAIA6Ue1if8stt+jNN9+stPzf//63br755loJBQCAKd8nZWhIR07DdzJ/H2+9MD5OT366XbmFbtNxAADwuGqfii/9NHne0qVLdeGFF0qS1qxZo0OHDmnSpEl66KGHytf7xz/+UTspAQCoIwlJGXp0VFfTMXCewoMD9PAVXfTo/K16/aY+8vLiDAwAQP1V7WK/fft29enTR5K0d+9eSVLLli3VsmVLbd++vXw9TmEEADiNZVnKOFGssKAA01FQC/q0aabhncP08tc/6qHLupiOAwCAx1S72H/77beeyAEAgHE/pp1Q5zAmzatPbugfrb8s3K4l21N0RfdI03EAAPCIGt3HHgCA+ighKUNDuM1dvfPE1bH6aP1h7UnNMx0FAACPqPYR+8LCQr322mv69ttvlZ6errKysgqPb9y4sdbCAQBQl35IztRNA6JNx0At8/X20vPj43Tf7E1685Y+ahroZzoSAAC1qtrF/o477tCyZcs0fvx4DRgwgGvpAQD1QnFJmUpKLQX61WheWdhciyb+euzKbnp43lb985a+8mYyPQBAPVLtv14WL16sL774QoMHD/ZEHgAAjNh0MEt9YpqZjgEP6tE6RKO6R+j5r3ZryqhupuMAAFBrqn2NfVRUlIKCgjyRBQAAYxKSMjSY+9fXe9f2aa2SUkuLthw1HQUAgFpT7WL/97//XX/605904MABT+QBAMCIbUdy1CMqxHQM1IEpo7pq0eYj2nE0x3QUAABqRbWLfb9+/VRYWKj27dsrKChIoaGhFb4AAHCanJNuNfH34brrBsLH20svjO+ppz7fpeP5xabjAABw3qp9jf1NN92kI0eO6JlnnlF4eDiT5wEAHG/13kzFd2huOgbqULPGfnry6lg9Mm+L/nlLX/l4cwdgAIBzVbvYr1q1SqtXr1bPnj09kQcAgDqXkHRMdw1tbzoG6lhsq2CN6x2lZ77YrT+PjjUdBwCAGqv2x9Ndu3bVyZMnPZEFAAAjDh4/qZjmjU3HgAFXx7WSv6+X5m04bDoKAAA1Vu1i/+yzz+oPf/iDli9frszMTOXm5lb4AgDASQ4dL1BU00amY8CgP17WRct2pmrLoWzTUQAAqJFqn4p/xRVXSJIuueSSCssty5LL5VJpaWntJAMAoA58n5ShIdzmrkHz9nLp+et66tfvb9CrN/VWyyB/05EAAKiWahf7b7/91hM5AAAwYtXeTE0bc4HpGDAsJNBX08ZeoIfnbdG/J/aTnw+T6QEAnKPaxf6iiy467WObN28+nywAANSpsjJLuYVuNWvsZzoKbKBzeJBuGtBGf/t8p/42rrvpOAAAnLPz/jg6JydH//d//6c+ffqob9++1Xrum2++qbi4OAUHBys4OFjx8fH68ssvyx+3LEtTp05Vq1at1KhRIw0fPlw7duw463bnz5+v2NhY+fv7KzY2VgsWLKj2fgEA6r+dKbmKjQw2HQM2cvkFEQpt7KcPfzhoOgoAAOesxsX+m2++0S233KLIyEi99tpruvLKK7V+/fpqbaN169Z69tlntX79eq1fv14jRozQ2LFjy8v7888/r3/84x96/fXXtW7dOkVERGjkyJHKy8s77TZXr16tG2+8URMnTtSWLVs0ceJE3XDDDVq7dm1NdxUAUE+tTOT6elT2wCWdlJCYoQ0HjpuOAgDAOalWsT98+LCeeuoptW/fXjfddJOaNWsmt9ut+fPn66mnnlLv3r2r9eKjR4/WlVdeqc6dO6tz5856+umn1aRJE61Zs0aWZenll1/W448/rmuvvVbdu3fXu+++q4KCAs2ePfu023z55Zc1cuRITZkyRV27dtWUKVN0ySWX6OWXX65WNgBA/bfhwHH1bdvMdAzYjJeXS89e10N/X/qjUnMLTccBAOCszvka+yuvvFIJCQm6+uqr9dprr+mKK66Qt7e3/vnPf9ZKkNLSUn388cfKz89XfHy8kpOTlZqaqssuu6x8HX9/f1100UVatWqV7rnnniq3s3r1av3+97+vsOzyyy8/Y7EvKipSUVFR+fenbtvndrvldrvPY6/gCafGhLGxH8bGvhibygrdpZJlycsqk9tdZjQL42M/Ad7S1Ku76tH523RNS8bGjvi9sTfGx74YG/s6nzE552K/dOlS3X///frNb36jTp061fgFf2nbtm2Kj49XYWGhmjRpogULFig2NlarVq2SJIWHh1dYPzw8XAcOHDjt9lJTU6t8Tmpq6mmfM336dE2bNq3S8m+//VaBgYHV2R3UoWXLlpmOgNNgbOyLsfmf3dkuNT4pffHFF6ajlGN87Kedl0tr013yZWxsi98be2N87IuxsZ+CgoIaP/eci/3KlSv1zjvvqF+/furatasmTpyoG2+8scYvfEqXLl20efNmZWdna/78+br11lu1YsWK8sddLleF9S3LqrTsl6r7nClTpuihhx4q/z43N1fR0dG6+OKL1bx58+rsDuqA2+3WsmXLNHLkSPn6+pqOg59hbOyLsals21c/avLFkeoWGWQ6CuNjY8NOFurm/1uuaRMvZWxsht8be2N87Iuxsa/MzMwaP/eci318fLzi4+P1yiuvaM6cOXrnnXf00EMPqaysTMuWLVN0dLSCgqr/x5Gfn586duwoSerXr5/WrVunV155RX/6058k/XQEPjIysnz99PT0Skfkfy4iIqLS0fmzPcff31/+/v6Vlvv6+vJmtzHGx74YG/tibP4nMT1f3Vs3k5fXmT8srkuMj/00kRTsJ6XkudUhnLP47IjfG3tjfOyLsbGf8xmPas+KHxgYqDvuuEMJCQnatm2b/vCHP+jZZ59VWFiYxowZU+Mgp1iWpaKiIrVr104REREVThEpLi7WihUrNGjQoNM+Pz4+vtJpJUuXLj3jcwAADUvmiSI1C/S1VamHffVrYemzrae/pA8AANPO6z72Xbp00fPPP6/Dhw/rww8/rPbzH3vsMa1cuVL79+/Xtm3b9Pjjj2v58uW6+eab5XK59OCDD+qZZ57RggULtH37dt12220KDAzUhAkTyrcxadIkTZkypfz7Bx54QEuXLtVzzz2n3bt367nnntPXX3+tBx988Hx2FQBQj3y/N1ODuM0dzlGHYEs/7D8uy7JMRwEAoErnfCr+mXh7e2vcuHEaN25ctZ6XlpamiRMnKiUlRSEhIYqLi9OSJUs0cuRISdIjjzyikydP6re//a2ysrI0cOBALV26tMIp/wcPHpSX1/8+nxg0aJDmzJmjJ554Qk8++aQ6dOiguXPnauDAgbWxqwCAeiAh8Zh+P7Kz6RhwCC+XFBsZrO1HctWjdYjpOAAAVFIrxb6mZsyYccbHXS6Xpk6dqqlTp552neXLl1daNn78eI0fP/480wEA6iPLspSSU6jIkEamo8BBxvaM1IJNRyj2AABbOq9T8QEAcJrkjHy1b9HYdAw4TNeIICWm56mktMx0FAAAKqHYAwAalISkDA3p1NJ0DDjQoA4ttGpvzW9FBACAp1DsAQANypp9mbqwfajpGHCgsb1aaeHmo6ZjAABQCcUeANBglJSW6WRxqYICuG8vqq9V00bKLihWQXGJ6SgAAFRAsQcANBhbDucornVT0zHgYCNjw7VsZ5rpGAAAVECxBwA0GAmJGRraifvXo+ZG9YjUl9tSTccAAKACij0AoMHYcjhbPaObmo4BBwtp5Ctvb5cyTxSZjgIAQDmKPQCgQThRVCJ/Hy/5evNPH87P6LhWWrwtxXQMAADK8dcNAKBBWLsvUwPbMRs+zt/FXVvqm93ppmMAAFCOYg8AaBC4fz1qi7+PtyJDArQ/I990FAAAJFHsAQANxN5j+erQsrHpGKgnxvaK4p72AADboNgDAOq91JxChQf5y+VymY6CemJA21Ct239clmWZjgIAAMUeAFD//XQaPre5Q+3x8nKpR+sQbT2cYzoKAAAUewBA/bcqKUODOlDsUbvG9YrSgk1HTMcAAIBiDwCo3yzLUkZ+sVoG+ZuOgnqmS0SQ9h47oZLSMtNRAAANHMUeAFCv7UnLU5fwJqZjoJ4a2qmFEpIyTMcAADRwFHsAQL2WkMht7uA5Y3pGaRGz4wMADKPYAwDqtR+Sj2tA21DTMVBPRYQEKLfQrfyiEtNRAAANGMUeAFBvFZWUqsyy1MjP23QU1GOXxUZo2c400zEAAA0YxR4AUG9tPJCt3m2amY6Beu6KHhH6cnuK6RgAgAaMYg8AqLe+T8rQUO5fDw8LDvCVv4+3juUVmY4CAGigKPYAgHpr+9EcXdAqxHQMNABXx0Xq861MogcAMINiDwCol3IK3Gri7yNvL5fpKGgAhncJ0/I9x0zHAAA0UBR7AEC9tHpfhgZ14DR81A0/Hy9FNWukfcdOmI4CAGiAKPYAgHppZWKGhnSk2KPuXNM7Sp9yT3sAgAEUewBAvXQo66TaNA80HQMNSN82zbTxQJYsyzIdBQDgQDuP5tX4uRR7AEC9c+h4gVo3a2Q6BhoYLy+XekaHaNOhbNNRAAAO9MHagzV+LsUeAFDvJCRlaCin4cOAcb2i9OmmI6ZjAAAc5mBmgXQe8/1S7AEA9c6qvZmK79DcdAw0QJ3Cg7Q/s0Du0jLTUQAADjIjYZ9uGdimxs+n2AMA6pXSMkt5hW41DfQzHQUN1LBOLbQykVvfAQDOzfH8Yh3NKVS3yKAab4NiDwCoV3YezdUFrYJNx0ADNrpnKy1idnwAwDl6b/V+TYqPOa9tUOwBAPXKyqRjGsz19TAoPDhAJ4pKdaKoxHQUAIDNnSwu1YYDWed9i16KPQCgXtl4IEt9Y5qZjoEG7oruEfpqe6rpGAAAm/t4wyGN79taLtd5zJwnij0AoB45WVwql8slfx9v01HQwF1+Qbi+2kGxBwCcXklpmZZsT9VVPSLPe1sUewBAvbFu/3ENaBtqOgagoABfNfLzVnpuoekoAACbWrIjVZfFhsvH+/xrOcUeAFBvJCRlaEgnrq+HPYzp2UqLtjCJHgCgMsuyNHfdId3QP7pWtkexBwDUG7tT89Q1oua3igFq07DOLfVdYobpGAAAG1q9N1O9o5sq0M+nVrZHsQcA1AsZJ4rUvLHfeU8+A9QWX28vxYQGKin9hOkoAACbmbVqvyYNaltr26PYAwDqhe+TMjSoQ3PTMYAKxvWO0sLNR0zHAADYyM6juQoL9leLJv61tk2KPQCgXkhIzNDQTi1NxwAq6NOmqTYdzJZlWaajAABsYkZCsu4c0r5Wt0mxBwA4nmVZSssrUkRIgOkoQAUul0t92jTVhgNZpqMAAGzgcFaB3KVlatuica1ul2IPAHC8fRn5al/L/0ACtWVs7yh9yun4AABJ7yTs1+Qh7Wp9uxR7AIDjJSRmaEhHbnMHe+rQsokOHj+p4pIy01EAAAZlFxTrQGa+ekY3rfVtU+wBAI63Zl+mLmTiPNjY8M4tteLHY6ZjAAAMen/NAd0SH+ORbVPsAQCOVlJapkJ3qZr41859YAFPuLpnpD7bctR0DACAIYXuUq3Zd1zDO3tmol+KPQDA0bYczvbIKW1AbQoLClChu1R5hW7TUQAABnyy8Yiu6R0ll8vlke1T7AEAjrYyMUNDO3F9PexvVI8ILdmeajoGAKCOlZZZ+nzrUY3u2cpjr0GxBwA42pZD2erZuqnpGMBZXRYboa92pJmOAQCoY8t2pmpE1zD5+XiuflPsAQCOdaKoRAG+3vLx5p8z2F9jfx8FBfgoNafQdBQAQB2xLEsf/nBIvxrQxqOvw19CAADHWrM3Uxe2ZzZ8OMeYnq2YRA8AGpB1+7MU2yrY45P8UuwBAI6VkJShIVxfDwcZ0qmFvkvktncA0FDM/D5Ztw9q6/HXodgDABxrX0a+2rdobDoGcM58vb3UoWUT/ZiWZzoKAMDDfkzLU9NAX4UFB3j8tSj2AABHSsk5qfAgf4/dNgbwlLG9WunTTUdMxwAAeNjbK/fpzqHt6+S1KPYAAEdKSOQ0fDhTr+im2no4R2VllukoAAAPSc0pVH5xqTq0bFInr0exBwA40qq9mRrckWIP53G5XOrXtpnWH8gyHQUA4CEzv0/WHYPb1tnrUewBAI5jWZYy84vVoom/6ShAjYzrFaVPN3M6PgDUR7mFbu1Jy1PfmNA6e02KPQDAcXan5qlrRJDpGECNtW3RWEezT6qopNR0FABALZu99qBuHhhTp69JsQcAOE5CYoaGcBo+HG5455Zavodb3wFAfVJUUqqVicd0SdewOn1dij0AwHHW7T+uAe3q7vQ2wBOu7tlKn29NMR0DAFCLFm4+qjE9W8nLq27v2kOxBwA4SlFJqcosSwG+3qajAOelRRN/uUvKlHPSbToKAKAWlJVZWrj5iMb1jqrz16bYAwAcZcOBLPWJaWY6BlArRvWI0JLtHLUHgPrgm93pGtKxpfx96v7gA8UeAOAo3ydlaGjHlqZjALViZGy4lu1MMx0DAFALPlh7QBMGtjHy2hR7AICj7Diaq9hWwaZjALUi0M9HwY18dTT7pOkoAIDzsOFAljqFBymkka+R16fYAwAcI7ugWEEBvvKu4wlpAE8a2ytKi7YcNR0DAHAe3vk+WbcPbmvs9Sn2AADHWLU3U4M6NDcdA6hVgzs01/dJGaZjAABqaO+xEwr09VZkSCNjGSj2AADHSEji/vWof3y8vdQxrIl2peSajgIAqIG3VybrzqHtjWag2AMAHONw1klFhwaajgHUumt6R+nTzUdMxwAAVFN6XqGy8ovVJSLIaA6KPQDAEQ5mFii6mblT3ABP6hEVoh1HclVWZpmOAgCohndX7Td6bf0pFHsAgCMkJGVoaCdOw0f95HK5NKBdqNYmHzcdBQBwjk4UlWjbkVwNaBdqOorZYj99+nT1799fQUFBCgsL07hx47Rnz54K67hcriq/XnjhhdNud9asWVU+p7Cw0NO7BADwkFV7MxTfnmKP+mtcrygt5HR8AHCMOT8c1E39o+Vymb9bj9Fiv2LFCt17771as2aNli1bppKSEl122WXKz88vXyclJaXC1zvvvCOXy6XrrrvujNsODg6u9NyAgABP7xIAwANKyyydKCpRSKCZe8MCdaFN80Cl5haq0F1qOgoA4CzcpWX6Zne6LrsgwnQUSZKPyRdfsmRJhe9nzpypsLAwbdiwQcOGDZMkRURU/EEtXLhQF198sdq3P/Osgy6Xq9JzAQDOtP1Ijrq3CjEdA/C4S7qG6dvd6RrVI9J0FADAGXy25aiuiouUt5f5o/WS4WL/Szk5OZKk0NCqr1FIS0vT4sWL9e677551WydOnFBMTIxKS0vVq1cv/e1vf1Pv3r2rXLeoqEhFRUXl3+fm/nS7GbfbLbfbXd3dgIedGhPGxn4YG/ty+th8tydNF7Zr6tj8Z+P08anP6npsLuvWUtM+36VLu3LZydnwe2NvjI99MTbnz7IszdtwSP+6uXet/hzPZ1suy7JsMf2qZVkaO3assrKytHLlyirXef755/Xss8/q6NGjZzytfs2aNUpKSlKPHj2Um5urV155RV988YW2bNmiTp06VVp/6tSpmjZtWqXls2fPVmAgt1UCANPe2u2l2zuXyYcpX9EAvLPHSze2L1NjrjwBAFvaleXSwXzp8ta1W6ULCgo0YcIE5eTkKDg4uFrPtU2xv/fee7V48WIlJCSodevWVa7TtWtXjRw5Uq+99lq1tl1WVqY+ffpo2LBhevXVVys9XtUR++joaKWkpKh58+bV2xF4nNvt1rJlyzRy5Ej5+vJXj50wNvbl5LE5WVyqP8zbpv+b0Mt0FI9x8vjUdybGZvG2VOUVluhX/av+ewg/4ffG3hgf+2Jszt/d72/U89f2UNNanvsnMzNTkZGRNSr2tjgV/7777tOiRYv03XffnbbUr1y5Unv27NHcuXOrvX0vLy/1799fiYmJVT7u7+8vf3//Sst9fX15s9sY42NfjI19OXFsViVna2D75o7LXRNOHJ+Goi7H5vLurXTv7I2aOKhdnbye0/F7Y2+Mj30xNjWz5VC22rZoopYhtX9m9/mMh9GTGi3L0u9+9zt98skn+uabb9Su3en/AZsxY4b69u2rnj171uh1Nm/erMhIJqIBAKdJSDymIdy/Hg1IIz9vhTb20+GsAtNRAAC/8M73yZo8xH4fvBot9vfee6/ef/99zZ49W0FBQUpNTVVqaqpOnjxZYb3c3Fx9/PHHuvPOO6vczqRJkzRlypTy76dNm6avvvpK+/bt0+bNmzV58mRt3rxZv/71rz26PwCA2rcn7YS6hAeZjgHUqXG9orRoy1HTMQAAP3MgM1/eLpdaN7PfPGxGi/2bb76pnJwcDR8+XJGRkeVfvzzdfs6cObIsSzfddFOV2zl48KBSUlLKv8/Oztbdd9+tbt266bLLLtORI0f03XffacCAAR7dHwBA7TqWV6QWjf3kctnjVjJAXYnv0Fyr92bKJlMhAQAkvb0yWZOH2u9ovWT4Gvtz/cfq7rvv1t13333ax5cvX17h+5deekkvvfTS+UQDANjAqr0ZGtSR0/DR8Hh7udQlPEg7U3J1QasQ03EAoMHLPFGk1NxC2/43mRsHAQBsKyExQ0Mo9migxvWO0sLNnI4PAHbw7uoDum1QW9MxTotiDwCwJcuylJZXpIiQANNRACMuaBWsXSm5Ki3jdHwAMKmguESbDmZpUAf73gqdYg8AsKW9x/LVoWVj0zEAY1wuly5s31xr92WajgIADdrH6w/r+n7Rtp7zh2IPALClhMRjnIaPBm9Mz1b6dPMR0zEAoMEqKS3TVztSdWX3CNNRzohiDwCwpbXJxzWwvX1PeQPqQnRooI7lFanQXWo6CgA0SF9sT9XlF0TIx9ve1dne6QAADZK7tExFJWVq4m/05i2ALVwaG67/7ko3HQMAGhzLsvTx+kO6vl9r01HOimIPALCdLYey1bN1U9MxAFu4qkekFm9jdnwAqGur9maqd5tmCvSz/4EGij0AwHZWJmZoSCeurwckqWmgnyQpK7/YcBIAaFhmrdqvW+NjTMc4JxR7AIDtbD2crZ6tQ0zHAGzjqh6ttHhbiukYANBg7Diao4jgADVv4m86yjmh2AMAbCWv0K1Gft62n6QGqEuXdAvTf3elmY4BAA3GjJXJunNoO9Mxzhl/NQEAbGXNvuO6kNnwgQoCfL0VFhSgQ8cLTEcBgHrvcFaBSi1LMc0bm45yzij2AABb4f71QNXG9mqlhdzTHgA8bkZCsiYPcc7ReoliDwCwmX0Z+WrXwjmfkAN1ZWD75lqz77gsyzIdBQDqraz8Yh3MLFCcw+7OQ7EHANjG0eyTigwJkMvlMh0FsB1vL5cuaBWsHUdzTUcBgHrr/TUHNNEhM+H/HMUeAGAbCUkZGtKppekYgG2N7RWlBZs4HR8APKHQXaq1ycd1UWfn/S1CsQcA2MaqpAwN7sDEecDpdIsM0o9peSot43R8AKht8zYc1rV9ohx55iDFHgBgC2Vllo4XuB1zv1jABJfLpfgOzbVqb4bpKABQr5SWWfpiW4pG92xlOkqNUOwBALawOzVP3SKCTMcAbG9srygt3HzUdAwAqFeW7kjViK5h8vV2ZkV2ZmoAQL2TkHRMQzpxmzvgbKKaNlJWfrFOFpeajgIA9YJlWfpw3SH9akAb01FqjGIPALCFdfuz1L9tqOkYgCNcGhuuZbvSTMcAgHphbfJx9YgKVhN/H9NRaoxiDwAwrtBdKsuyFODrbToK4AhXdo/Ul9tSTMcAgHph1vf7deugtqZjnBeKPQDAuI0HstQ3hqP1wLkKCfSVl5dLmSeKTEcBAEfbk5qnZo39FBYUYDrKeaHYAwCMW5mUoaFcXw9Uy+i4SC3mqD0AnJe3V+7TnUPbmY5x3ij2AADjdh7NVWxksOkYgKMM7xKmb3enm44BAI6VknNSBe5SdWjZxHSU80axBwAYlZVfrJBGP51WDODcBfh6KyIkQAcy801HAQBHeichWZOHOP9ovUSxBwAYtmpvpgZ1aG46BuBIY3tF6dNN3NMeAKor56RbSekn1KdNM9NRagXFHgBgVEJSBvevB2poQNtQrdt/XJZlmY4CAI4ye+1B3TwwxnSMWkOxBwAYdST7pFo3CzQdA3AkLy+XukeFaOvhHNNRAMAxikpKlZB0TCO6hpmOUmso9gAAYw5k5qtNaCPTMQBHu6Z3lD7dfMR0DABwjE83HdHYXlH1an4fij0AwJiViRka0rGl6RiAo3WJCFJS+gmVlJaZjgIAtldWZmnh5qMa26uV6Si1imIPADBm9b5MxTNxHnDehnRsoYSkDNMxAMD2/rs7XcM6t5S/j7fpKLWKYg8AMKK0zFJ+UYlCGvmajgI43pherbRoC7PjA8DZfLD2gCYMbGM6Rq2j2AMAjNh2JEc9okJMxwDqhciQRso96VZBcYnpKABgW+v3H1eX8CAFB9S/gwoUewCAEd8nZWhIR25zB9SWy2IjtGxnmukYAGBbM7/fr9sHtzMdwyMo9gAAIzYeyFLvNs1MxwDqjSt6ROiLbSmmYwCALSWln1Bjf29FhASYjuIRFHsAQJ0rKC6Rj7dLfj78MwTUluAAX/n5eCvjRJHpKABgOzMS9unOoe1Nx/AY/qICANS5tcnHNaAds+EDtW10XKQ+ZxI9AKggPbdQ2QVudQ4PMh3FYyj2AIA6930i19cDnjC8S5i+3XPMdAwAsJWZq+rvtfWnUOwBAHXux/QT6hzexHQMoN7x8/FSVLNGSs7INx0FAGwhr9CtnUdz1b9t/Z7Xh2IPAKhT6XmFatHETy6Xy3QUoF66pneUPt10xHQMALCFOT8c0k0Douv93x0UewBAnVqVlMlp+IAH9W3TTBsOZMmyLNNRAMCo4pIyfbsnXSNjI0xH8TiKPQCgTiUkZWgwxR7wGC8vl3pGh2jzoWzTUQDAqM+2HNXVca3k7VW/j9ZLFHsAQB2yLEvpeUUKD66f95AF7GJcL07HB9CwWZalTzYd1rV9okxHqRMUewBAnUlKP6GOLZk0D/C0TuFB2peRL3dpmekoAGDE8j3HFN++uQJ8vU1HqRMUewBAnUlIytCQTty/HqgLF3VuqYTEDNMxAMCI99cc0C0XxpiOUWco9gCAOrN233ENbEexB+rC6J6ttGjLUdMxAKDObT6UrZjmjdU00M90lDpDsQcA1Al3aZmKS8vU2N/HdBSgQQgPDlBeYYlOFJWYjgIAdWpGQrImD21nOkadotgDAOrE5kPZ6h3d1HQMoEG5/IJwLd2RajoGANSZ/Rn58vV2KappI9NR6hTFHgBQJ1YmZmhwJ25zB9SlK7pHaMl2ij2AhuPthH26c0h70zHqHMUeAFAnth3OVlxUiOkYQIMSFOCrRn7eSs8rNB0FADwu40SR0nOLFNsq2HSUOkexBwB4XG6hW4F+PvLx5p8doK6Njmulz7akmI4BAB733qr9um1QW9MxjOAvLACAx63Zm6kL24eajgE0SMM6t9SKH4+ZjgEAHpVfVKJNh7IV36Fh3n2HYg8A8Lif7l/f0nQMoEHy8/FSTGigktJPmI4CAB7z0fpDurF/tFwul+koRlDsAQAel5yRr7bNA03HABqscb1baeHmI6ZjAIBHlJSWaemONF1xQYTpKMZQ7AEAHnUk+6RahTRqsJ+gA3bQp00zbTqYLcuyTEcBgFq3eFuKRvWIaNBz+TTcPQcA1InvEzM0hNvcAUa5XC71btNUGw9mmY4CALXKsizN23BY1/eNNh3FKIo9AMCjvt+bocEdKfaAaWN7RWnBJk7HB1C/JCRlqG9MMzXy8zYdxSiKPQDAY8rKLGUVuBXa2M90FKDB6xjWRIeOn1RxSZnpKABQa95ddUCT4tuajmEcxR4A4DG7UnPVLTLIdAwA/9+wzi31Hbe+A1BPbD+So1ZNAziAIIo9AMCDEhIzNLQjt7kD7GJ0z0h9tvWo6RgAUCtmJCTrziHtTcewBYo9AMBj1u3PUr+2zUzHAPD/hQUF6GRxqfIK3aajAMB5OXS8QJZlqQ2305VEsQcAeEihu1SSpQDfhj2ZDWA3V3SP0JLtqaZjAMB5mZGQrMkcrS9HsQcAeMSGA1nq1zbUdAwAv3D5BRFaujPNdAwAqLGs/GIdzipQj9YhpqPYBsUeAOARKxMzNITb3AG209jfR038fZSWW2g6CgDUyH/WHNBEZsKvgGIPAPCIXSm5io0MNh0DQBXG9Gylz7YwiR4A5yl0l+qH5OMa1omDBz9HsQcA1Lrj+cUKaeQrLy+X6SgAqjCkUwt9l5hhOgYAVNvHGw5rfN/Wcrn4G+PnKPYAgFq3am+GBndsbjoGgNPw9fZSu+aBSkzLMx0FAM5ZaZmlL7el6Kq4SNNRbIdiDwCodQmJGRrSifvXA3Y2rneUPt18xHQMADhnS7an6pJu4fL1psb+Ej8RAECtsixLR7JPKqppI9NRAJxBr+im2nIoR2VllukoAHBWlmVp7vpD+lX/aNNRbMlosZ8+fbr69++voKAghYWFady4cdqzZ0+FdW677Ta5XK4KXxdeeOFZtz1//nzFxsbK399fsbGxWrBggad2AwDwMwcyC9S2eWPTMQCchcvlUt+YZlp/IMt0FAA4qzX7jisuKkSN/X1MR7Elo8V+xYoVuvfee7VmzRotW7ZMJSUluuyyy5Sfn19hvSuuuEIpKSnlX1988cUZt7t69WrdeOONmjhxorZs2aKJEyfqhhtu0Nq1az25OwAASSuTMjSEmWoBR+B0fABOMWtVsm4d1NZ0DNsy+nHHkiVLKnw/c+ZMhYWFacOGDRo2bFj5cn9/f0VERJzzdl9++WWNHDlSU6ZMkSRNmTJFK1as0Msvv6wPP/ywdsIDAKq0Zm+mpl/Xw3QMAOegXYvGOpJ1UsUlZfLz4QpNAPa0KyVXzZv4q2WQv+kotmWr/4Ln5ORIkkJDQyssX758ucLCwtS5c2fdddddSk9PP+N2Vq9ercsuu6zCsssvv1yrVq2q3cAAgApKyyzlF5coOMDXdBQA5+jiLi21fM+Z/7YCAJPeXpmsO4e0Mx3D1mxzgYJlWXrooYc0ZMgQde/evXz5qFGjdP311ysmJkbJycl68sknNWLECG3YsEH+/lV/YpOamqrw8PAKy8LDw5Wamlrl+kVFRSoqKir/Pjc3V5LkdrvldrvPd9dQiw5nndRbK/epr5cYGxs6NSaMjf3U1dhsPpStCyKDeA9UE7879tUQxuaK2Jb62xd7dHFnZ92isiGMjVOVlll6bslutSlifOzIab87KTmFKiwuUXRTf8dkrqnz2T+XZVm2mAr13nvv1eLFi5WQkKDWrVufdr2UlBTFxMRozpw5uvbaa6tcx8/PT++++65uuumm8mUffPCBJk+erMLCwkrrT506VdOmTau0fPbs2QoMDKzB3qC2lZZJy1Nc2pfnUlRjqZmfpfhwW7x1AfzMV4dd6hhsqUOw6SQAqmPGHi9N6FCmRrY55AMnW3TAS418LO3Jdun69mUK5yYpOA8L9nupd/MytQ0yncTzCgoKNGHCBOXk5Cg4uHp/TNniP9/33XefFi1apO++++6MpV6SIiMjFRMTo8TExNOuExERUenofHp6eqWj+KdMmTJFDz30UPn3ubm5io6O1sUXX6zmzZ316XV9tPFgtl75b5KuHRClF+MiVFBUrBte/1ZP3HyJ/P38TMfDz7jdbi1btkwjR46Ury+nYttJXY3Ngv9s1D3je3GtbjXxu2NfDWVsSqJSVFRSpiv7RpmOcs4aytg4zeJtqYpWth4Z2UHzFy/TF8db6pELu6h7FJ/42oWTfndyTrq1YN42/fbGPqaj1InMzMwaP9dosbcsS/fdd58WLFig5cuXq127s183kZmZqUOHDikyMvK068THx2vZsmX6/e9/X75s6dKlGjRoUJXr+/v7V3lav6+vr+3f7PVZdkGxnv/qp9sfvnlLP4UE/jQWLpdLXUMsrdybrVFxzvkDpCHhd8e+PDk2+UUlCvD1UeNGTGxTU/zu2Fd9H5tRca10/4ebNOHCtqajVFt9Hxsn2Xk0V59tTdW/JvaVVVaqYD/p9Zt66aF52/XrizoovgMHzOzECb87cxMOaGJ8W9vnrC3ns59GD6nce++9ev/99zV79mwFBQUpNTVVqampOnnypCTpxIkT+uMf/6jVq1dr//79Wr58uUaPHq0WLVrommuuKd/OpEmTymfAl6QHHnhAS5cu1XPPPafdu3frueee09dff60HH3ywrncRNWBZlhZsOqx7Z2/UdX2i9Mw1PcpL/SmDwi3NWXfYUEIAVfkh+bgGtAs9+4oAbCfQz0fBjXyVknPSdBQ41PH8Yv318x164fqe8vH+X8UIbuSrN2/po5nfJ+vrnWkGE8JpCt2lWrU3Qxd3CTMdxRGMFvs333xTOTk5Gj58uCIjI8u/5s6dK0ny9vbWtm3bNHbsWHXu3Fm33nqrOnfurNWrVyso6H8XWRw8eFApKSnl3w8aNEhz5szRzJkzFRcXp1mzZmnu3LkaOHBgne8jqmffsRO6670NSsst0qzbB6hvTNUloZGP1Dm8idbvP17HCQGczsrEDA3l/vWAY43tFaVFm4+ajgEHKikt0yPztujJq2MV2rjyZZKBfj56fUIffb71qD7ddMRAQjjRp5uOaFyvKHl5uUxHcQTjp+KfSaNGjfTVV1+ddTvLly+vtGz8+PEaP358TaOhjhWVlOrN5Xu1JzVPfxkdq+jQs09aeGt8G01fkqh+bTlCCNhB0rET6hjWxHQMADU0uENzvb1yn+65qIPpKHCY6V/u1theUbqgVchp1/Hz8dLfb+ilPy/crtxCtybFt627gHCcsjJLi7Yc1azbB5iO4hjMbgTjVu3N0O0z16lLeJD+7+Y+51TqJSk8OEBN/H2UlH7CwwkBnE16bqFaNvGXy8Wn6oBT+Xh7qWNYE+1OzTUdBQ4yf8Nh+Xp7aXTPVmdd19vLpafGddfR7EK99t/Esx7kQ8O1bFeahndpyWS81cBPCsZknijSHz/eomU70/SviX01qkdktUvBnUPb6e2V+zyUEMC5SkjK0JBOTIoEON24XlH6dBOn4+PcbD2cra92pOrhy7uc83NcLpceHdVVPt5eemrxLpWVUe5R2ey1B3XTgDamYzgKxR51rqzM0pwfDurBuZt1a3xb/WX0BQoKqNkMkJ3Cg5Rb6FZ6bmEtpwRQHQlJGRrcgevrAaeLax2i7UdyKFs4q2N5RXrmi116YXxPedfgGujfDO+gDi2baMon21RSWuaBhHCq9fuPq2tkUI37QUNFsUed+jEtT5PfXaeT7lLNun2AerQ+/bVY5+r2we00c9X+8w8HoEYsy1LGiWKFBQeYjgLgPLlcLg1oF6ofmJwWZ1BcUqaH523RX8d2r3TnouqYMLCNhnRqoQfnblZRSWktJoSTvfN9su4YfPbboKMiij3qxMniUj23ZLde/yZJ06+N0+2D29Xo092q9Itppl0pucordNfK9gBUT2L6CXVi0jyg3hjbq5UWbmbmcpzeU4t36lf9o9U5POjsK5/F6J6tNL5va937wSblF5XUQjo4WVJ6noL8fRXOwYJqo9jD477dk647Zq1T/7bN9OpNvRURUru/qC6XS7/q30ZzfjhUq9sFcG4SEjM0pCOn4QP1RUzzxkrJKVShmyOoqGzODwfVtJGvrugeWWvbHN4lTL++qL1+88FGZRcU19p24TxvfZesu4ZxtL4mKPbwmLTcQj0wZ5PW7MvUjNv6aUTXcI+91sjYcH27J13FJVyjBdS1H5KPa2B7bjsJ1CcjuoZp+Z500zFgMxsOZOm7xGN68NLOtb7tfm1D9egVXXXv7I1KY+6kBiktt1C5hW51DDv/M0EaIoo9al1pmaV3V+3XI/O26jfDO2jKqG4K9PPx6Gt6e7k0umcrLdrCTL5AXSouKZO7tMzjv+MA6tZVPSL12dYU0zFgI2m5hfr70j167ro4edXS5ZS/FNsqWE+N66EH52zWgcx8j7wG7Gvm9/t1xxCO1tcUxR61avuRHN028wf5entp5m391TUiuM5e+5reUfp00xHuiQrUoU0Hs9S7TVPTMQDUsuZN/FVWZimngPlrIBWVlOrheVv1t3HdPT5TebsWjfWPG3tqyifbtDs116OvBfvIK3RrV0qu+sU0Mx3FsSj2qBUnikr0t893aub3+/WPG3ppwsA2Hvs093QCfL0V36G5lu85VqevCzRk3ydlaDDX1wP10qgekfpiO0ftGzrLsjR10Q7dNihGHVrWzUSpkSGN9PqEPnp68S5tPJhVJ68Jsz784aAmDGwjl6tu+0N9QrHHebEsS0u2p+ru99br4i5h+vsNPdUyyN9YnlsGxug/aw4Ye32godl6JEdxrZuajgHAA0Z2C9fXO9NMx4Bh7685oKimjTw6V1JVQhv76f9u7qM3vklSQmJGnb426lZxSZmW7zmmkd3q9j1W31DsUWOHswp07+yN2pmSq3du668hncwftQsJ9FW7Fo21iU93AY/LOelWYz+fWrt1JQB7aeTnrWaN/XQk+6TpKDBk7b5M/bA/S/de3NHI6wcF+OqNm/to9g8HtISzR+qthZuPaHTPVnV+tm99Q7FHtblLy/SvFXv1l4U79IfLuuihkZ0V4OttOla5O4a00zvf7zcdA6j31uzL1IUdmpuOAcCDuKd9w3U0+6Re+W+inr22h9HTowN8vfXKr3rr613p+mgdtzaub8rKLH26+Yiu6R1lOorjUexRLRsPZun2mevUMshfb9/ar86utaqOqKaN5Oftpf0ZzKYKeFJCYoaGcn09UK8N6tBCq/dmMjFtA1PoLtWf5m/V9Gt7qLG/+bue+Hp76fnr4rQzJVdvr9xnOg5q0fIf0zWoQwtbHSR0Koo9zknOSbee+HSbPl5/WK9P6K1r+7S29eQWdw5tp7f4Dz/gUQeOFyimeaDpGAA8yNvLpc7hQdqVkmc6CuqIZVl64tPtumtoe8U0b2w6TjkvL5f+MjpWuYUlevGrPXzYVE/8Z/UB3TIwxnSMeoFijzOyLEsLNx/Rbz/YoLG9ojT92h5qGuhnOtZZdYsM1rG8Ih3LKzIdBaiXDmcVKKppgK0/4ANQO67pHaVPOR2/wXjn+/3qHN5Ewzq3NB2lEpfLpYdGdlazxn6aumiHysoo90628WCW2rdsopBAz95CsaGg2OO09mfk6673Nuhw1knNvG2A+rcNNR2pWm4b3Fbvrd5vOgZQL3GbO6DhuKBVsHal5KqUElXvfZ+UoR1HcnTX0Pamo5zR5CHt1D0qRH+ct0Xu0jLTcVBD7yQk644h7UzHqDco9qikqKRUr/43UdO/3KU/Xx2rey/uKD8f571V4ts31+ZD2covKjEdBah3vk/K1OAOFHugIXC5XBrYLlRr92WajgIPOnS8QG8u36unrzE7Wd65ur5ftC6/IEL3f7hJhe5S03FQTckZ+fL38VZU00amo9Qbzmtr8KjVezN1+8x16tCyif55S1+1cfD1sy6XS7/q30YfrWcGVaA2lZVZyjnpVrPG9r8sB0DtGNsrSgs3HzUdAx5SUFyiRz/Zqmev66FGfs6ZxOzyCyJ0y4Ux+u0HG5Vb6DYdB9Xw1sp9umsYR+trE8UekqTj+cV6ZN4WfbUjVf+c2FdXxUU64tPas7mie4SW7UzjNC2gFu1MyVW3yGDTMQDUoejQQKXnFXJktB6yLEuPfbJN917cUa2bOe+AzuCOLXT/JZ107wcblXmCuZWc4FhekTJPFKlrBH9L1CaKfQNnWZY+WndID8zZpJsHxmjqmAsUHFB/JrDw9nJpVPcIfbEtxXQUoN5ISMrQ0E6chg80NJd0C9d/d6WbjoFa9s8V+9QzuqkGOfjyql7RTfXEVbH63exNOpJ90nQcnMW7q/br1kFtTceodyj2DVhiWp7umLVOeUUlmnlbf/WMbmo6kkeM7xuteRsOc1sUoJas35+lvjHNTMcAUMeu6hHJB+X1zPI96dqfka/b6kHJ6hIRpOfHx+mPH23R3mMnTMfBaeQXlWjL4WzFt29uOkq9Q7FvgArdpXrhq9165b+JeubaHpo8pJ18vOvvW6GRn7f6xYQqISnDdBTA8U6dhhvg65xrMAHUjmaN/WTJUnZBsekoqAXJGfmakZCsaWMvqBeXX0o/XTLyyq966c8Lt2v7kRzTcVCFuesO6Vf929Sb95yd1N82hyqt+PGYbp+5Tr2jm+n1CX0UGdIwZqKcGB+jd1cdMB0DcLz1+7PUvy1H64GG6qoerbSYo/aOd6KoRI8v2Kbnx8fVuw9qw4ID9MaEPnrhqz36Ifm46Tj4GXdpmb7elaYrukeYjlIvUewbiPTcQj04Z5O+T8rQ27f206Wx4aYj1anQxn6KahrAp7fAeVqZdExDuL4eaLAu6RbGdfYOV1Zm6U/zt+qhkZ3r7QGepoF+evOWPnpr5T59u5v3q10s3pqiUd0j5O3F0XpPoNjXc6Vllv6zer8enrdVdw/roMeu7KbG/j6mYxlx59D2envlPtMxAEfblZKnbsxiCzRYAb7eatHET4eOF5iOghp67ZskDerQXP3ahpqO4lGBfj56fUJvfbLpiBZuPmI6ToNnWZbmbTis8X2jTUeptyj29diOozm6fdY6uVwuzbytv2JbNew/xqNDf7qFC3+MADVzPL9YzQJ95cUn7UCDNq5XlBZt4Z72TrRsZ5rS8gp188AY01HqhL+Pt166oadW783Uf9ZwSaZJKxMz1L9tqBr51a9LP+yEYl8P5ReV6KnPd2rGymS9eH2cbrkwhj/E/787h7bXjIRk0zEAR/o+KUODHXw7JAC1Y2D75lqzL5O7zThMUnqe3l9zQH8ZHWs6Sp3y8fbS9Gt76NDxAr3xbRLvW0PeW31Ak+IbxgdKplDs65mlO1J157vrNaxzS/3jxl4KCwowHclWukeF6HDWSR3PZ0ZfoLoSEjO4vh6AvL1c6hYZrB1Hc01HwTnKOenWk5/u0Avj4+Tv0/COmLpcLk0Z1VWS9OyXuyn3dWzb4RxFNQ1Qs8Z+pqPUaxT7euJo9kndO3ujth/J0czb+2tY55amI9nWpPgY/Wc1p2MB1WFZlo7mnFSrpvVzoiUA1TOuV5Q+3cR1y05QWmbpT/O26k+juiosuOEe8HG5XLr34o5qHRqoxxZsV2kZ5b6uvJ2wT3cObW86Rr1HsXe4ktIyvb1yn574dLt+f2knPXRZl3p325LaNrRTC60/cFwni0tNRwEcY39mgdq1aGw6BgCb6BYZpD1peZQjB3hp2Y8a0S1MvaKbmo5iCxMvjNGF7UP1+7mbVVTC34KedjCzQC79b64reA7F3sE2HczSbTPXKaSRr2bc2k8dw4JMR3IEl8ul8X1ba96GQ6ajAI6RkHhMQzpyGj6An7hcLsV3aK7VezNNR8EZfLEtRSeKSnRDP2Yi/7mxvaI0rncr/W72JhUUl5iOU6/N4Gh9naHYO1BuoVt/Xrhdc9cd0qs39db1/aLlcjE5XnVc2SNSX25P5UgDcI5W78vUhR2am44BwEbG9GylT7mNmG3tTs3VvA2H9fhV3UxHsaURXcN155B2+s37G5VT4DYdp146nl+sI9mF6h4VYjpKg0CxdxDLsvTZlqP6zfsbdFWPSD17XZxCmYSiRny9vXRpt3At2Z5qOgpgeyWlZSooLlVwgK/pKABspHWzQB3PL+bSNhvKLijWtEU79cL4OPl68+f+6Qxs31wPX95Fv529Qem5habj1Dvvrd7PTPh1iN90hziQma97/rNBB48XaOZtAzSwPUfOzteN/aM1Z91BZkYFzmLrkRzFtW5qOgYAGxoZG66vd6WZjoGfKSkt0x8/3qrHr+qm5k38Tcexve5RIfrr2O56YM5mHTpeYDpOvXGyuFTr92dpKHfTqTMUe5srLinT698k6qnFu/T4Vd1078Ud5efDsNWGxv4+6hXdVKv3cX0gcCYJiRn8wwygSld2j9QX21JMx8DPPP/VHo3uGcnpz9XQoWUTvXhDT/1p/lb9mJZnOk698PGGQ7q+X2suF65DNEQbW7svU7fN/EExzRvr3xP7KqY5M1LXtlsHtdW7q/abjgHY2uZD2cymDKBKIYG+8vJy6Xh+sekokLTw/895MLZXlOEkzhPVtJFevam3/vb5Tm0+lG06jqOVlJZpyfZUXdkj0nSUBoVib0NZ+cX607ytWrwtRW/e0leje7bi0y4PadHEXy2a+GtXSq7pKIAt5ReVyM/bi2s0AZzW6LhILd561HSMBm/7kRx9vjVFj1zexXQUx2rRxF9v3NxHr3z9o1YlZZiO41hLdqRqZGw4fzvUMX7aNmJZlj5ef0j3fbhJvxoQrb+O7a6QRkxW5Wl3Dm2vt1cmm44B2NLa5EwNbB9qOgYAGxveJUzf7E43HaNByzxRpKcX79IL4+PkQ5k6L8EBvvq/m/vqvdUH9NUOJlmuLsuyNHfdIW6xaAC/+TaRlH5Ck99dr5yTbs26vb96t2lmOlKD0a5FYxWXlulI9knTUQDbWcn19QDOIsDXW+HBATqYycRjJrhLy/TwvK36y5hYNQ3kbkm1oZGft16b0FtfbU/VvA2HTcdxlNV7M9Uruqka+/uYjtLgUOwNK3SX6u9L9+ilr3/U38Z1151D2/NJqwF3DG6rdxI4ag/8UlL6CXVo2cR0DAA2N7ZXFPe0N+Tpxbs0vm9rdY0INh2lXvH19tKL1/fU1sPZ/I1YDbNW7detg9qajtEg0SANWpl4TLfPXKceUSF6Y0IfRTVtZDpSg9W7TTPtz8hXToHbdBTANtJyCxUeHMAcHwDOamC7UP2QfJxbyNaxj9YfUmN/byYp8xAvL5emjblAx/OL9dKyH3l/n8WulFy1DPpp/irUPYq9Ael5hXpo7mat2HNMb9/aT5ddEGE6EiTdfGEbvb/2gOkYgG0kJGZoSEdOwwdwdl5eLnWPCtG2IzmmozQYmw5m6Ztd6XpoJJPleZLL5dIfL++iJv4+mvbZTpWVUe5P562V+3Tn0PamYzRYFPs6VFZm6f01B/THj7dq8tB2euLqWK4/sZHhncO0am+GCt2lpqMAtvB9UoYGdWxuOgYAhxjXu5UWbOJ0/LqQnleo55fs0XPj4+TtxVlVdeGuYe0VGxmsR+Zvlbu0zHQc2zmcVaDikjK1a8HtuU2h2NeRXSm5un3WOlmWpZm39dcFrUJMR8IveHm5dE3v1vxRAuinWW0z8osVFhRgOgoAh+gaEayk9BMqofR4VHFJmR6Zt1V/G3cBd0+qYzf0j9aIrmF6YM4mDgT9wjsJ+zV5SDvTMRo0ir2HFRSX6Jkvdunf3+3TC+PjNDG+LZ+s2tiYnq302ZajnGaFBu/HtBPqHMakeQCqZ3DHFvp+b6bpGPXatM926OaBMeoYFmQ6SoN0ZY9I3TSgje79YKPyCpmbSZJyCtzan5nPXb0Mo9h70Nc70zR51noN7thCL93YS2HBHPmyOz8fL13cJUzLdqWZjgIYtTLxmIZwmzsA1TSmZystZHZ8j/lg7QGFBQVoZGy46SgN2tBOLfXbizvqtx9s1PH8YtNxjHt/7QFNvDDGdIwGj2LvASk5J/W72Ru16VCWZt7eXxd1bmk6EqrhVwOiNXvtQWY+RYO2bv9xDWgXajoGAIdp1bSRck+6VVBcYjpKvbN+/3Gt2pup+0Z0NB0FkvrGNNPjV3XT72ZvVErOSdNxjCl0l2rV3gwN70LfMY1iX4tKSss0IyFZj32yTQ9c0kkPX95VAb7epmOhmoICfNUtMljrD2SZjgIYUVxSppJSS4F+TO4JoPpGxoZr2U7OfKtNKTkn9Y9lP+q56+LkxSWdttE1IljTr+2hh+ZuUXJGvuk4Rnyy8Yiu6d2aW+PaAMW+lmw5lK3bZ61TkL+PZtzaX53Cue7JyW4f3FYzv082HQMwYuPBLPWJ4To5ADVzRfdIfbkt1XSMeqPQXapH5m3V09f0UBPupmQ7Mc0b6+Vf9dLjC7Zp59Fc03HqVGmZpc+2HNWYnq1MR4Eo9uctt9Ctvyzcrg/WHtDLN/bSDf2j+SS1HggPDlBwgK8S0/JMRwHqXEJihgZz/3oANRTSyFe+Pl7KOFFkOorjWZalPy/crslD2nEbMRsLDw7QGxP6aPqXu7R+/3HTcerMsp1pGtE1TH4+VEo7YBRqyLIsLd6aol//Z4Ou6B6p58f3VPMm/qZjoRbdObSd3l7JUXs0PNuP5qhHFLfkBFBzV8dF6vMtR03HcLx3V+1XuxZNNLxLmOkoOItmjf305i199c8Ve7V8T7rpOB5nWZY+/OGgfjUg2nQU/H8U+xo4dLxAv3l/o/YdO6GZt/dXfIfmpiPBAzqGBSmvyK203ELTUYA6k1PgVmN/H27LCeC8DO/SUst/PGY6hqOt3pupzYey9euL2puOgnPUxN9Hr0/oo483HNZn9fyDrXX7s9QtMlhBAb6mo+D/o9hXQ3FJmf5veZL++vlOPTqqq+67pJP8fZgcrz67Y3A7vcO19mhAVu/L0CA+rARwnvx9vNWqaaMGO6HY+TqcVaDXv03UM9f2YFIyhwnw9dYrN/ZSQmKGPvzhoOk4HjPz+2TdPrit6Rj4GYr9OVq3/7hum/mDopo20r8n9tX/a+++w6K68j6Af+8MvQtSpRcVEaSpAdHNRkPWxEIsicasGpLN6y5JdH3jxrSNboymPOkmZk0xu7HuG7GkKokRJMYGIliCCEpREFR6n5n7/qFhRVARYc4d5vt5nnke584t3+EwI797zz3Hl/c5GYVoX0fkltWipqlVdBQivUg/dQFxvL+eiHpAQvgAzmnfDY0tWizenINXp4RxdhIDZaJWYcWUUJwqr8NHqfmi4/S4vPO1sLc0haudhegodBUW9jdR1dCCZ5OzsfXwWayaFYXJ4QN45tTIPDTCGxv2990zrkRXK7rUCB8nnrgkotsX7dMPh85UQpZl0VEMhizLeH5LDv58ZwC8HK1Ex6HboFJJeOG+YLRodHj1u1/71Ofg4z0FeGw0bxFRGhb2N/DVkVI8sf4wpkV54ZX7Q2FvxXtIjNG4YFek5VWgRaMTHYWoVxVfasAAB0vRMYioj1CpJIR52iOruEp0FIPx8Z4CDPGw48wkfYQkSXhqbBDc7Mzxwtaj0OoMv7gvq25CXbMGgS42oqPQNVjY38ClhlaseWQ4ojifs1FTqSRMDPNgd0Lq89gNn4h62v0RA7Atq28PItZT0k5WILesDo/G+YmOQj1s7ig/RPv2w//+J8vgLxSt+fk0Ekfxd1SJWNjfwJwYb5iq+SMiICFiALZmnYWuD5xpJbqevfkXOXAeEfWoIFdb5FfUoVVr2MVMbyu8WI+P9xTglfuH8pbPPur+CE9MCPPAkxsy0diiFR2nW2qaWvFrWS2ifR1FR6FOsGol6gILUzVGBfbHT0YwLykZJ51ORk1jK/pZm4mOQkR9zJggZ6TnXRAdQ7HqmzV4bksOXpsaBgtTzrbUl40b4oq5sX7487oMVDca3sDMG/YXYdZIb9Ex6DpY2BN10ayRPljHQfSojzp2rgYhHnaiYxBRHzQp3APb+/ic3t0lyzKeTc7BU3cFwYNjnBiFmAAnLLx7IJLWZaKitll0nC5r1miRerIC44JdRUeh62BhT9RF9pam8O9vjcyiStFRiHoc768not7iameB2iYN6ps1oqMozoe78zHctx9G+vM2KGMS5umAJZOG4KkNh1FS2SA6TpdsyzqHScM8oFLxVhGlYmFPdAsS4/zwWfpp0TGIelxG4SVE+XKgUCLqHfeEuGLn8TLRMRRl16/nUVLZgIfv8BEdhQQIdLHFG9PDsOj/snGqvFZ0nBvS6WRsPXwWCREDREehG2BhT3QLPBwsYWGqRkFFnegoRD2mqVULSZJgbsJ7O4mod/xhqBu+y2Fh/5v8ijp8vrcQSyaFcLA8I+bZzwrvzYzAku3HkV1SJTrOde36tRxxQf05BoTCsbAnukWPjfbDJ7xqT33IwTOXMJxX64moF9lamMLSTI3y2ibRUYSraWrFC1uO4o1pYTyhSnC2NccHsyLxVspJ/JJ/UXScTq3bX4hZI9mzROlY2BPdosFudrhU12JQA54Q3Uh63gXEBTqLjkFEfdzEMA98faRUdAyhdDoZizdn4+l7BsHVzkJ0HFIIe0tTrJoVhc/3nsYPx8+LjtNORmElAl1sYG9pKjoK3QQLe6JumBPri3/tPSM6BlGP+LWsFoPdbEXHIKI+bsxAZ6SerBAdQ6h3fszDmCBnRPmwlxS1Z2mmxvszI/F19jlsOVwiOk6bz34+jUdG+YmOQV3Awp6oG+7wd0T22WqO8EsG70JdM/pZmXKUWyLqdWYmKng5WiLfSMep+f5oGaoaWjBjBOcBp86Zmajw5gPhOHSmUhEXkPIr6mBpquZUjAaChT1RN0iShBnDvbDxYLHoKES3ZW/+RcRymjsi0pP7IwZg2+GzomPo3cnztdh0sAgv3DdEdBRSOLVKwrKEoSitbsJ7P+ZBlmVhWT7ZcxqPjebVekPBwp6om+4JccOPJ86jVasTHYWo29LzKjA6iIU9EelHpHc/ZBZVCS1W9K26oRUvbTuG16cNg5kJ//Smm5MkCYvHD4apWoVl35yATqf/z0t5bRMq61sw2M1O78em7hH67bJixQoMHz4ctra2cHFxQUJCAnJzc9teb21txTPPPIPQ0FBYW1vDw8MDs2fPxrlz5264388//xySJHV4NDVxJFbqOWqVhPGh7vgm27gHAiLDJcsySqub4G7PLnZEpB+SJCHC2wGZRVWio+iFVifjb5uP4Nl7B8PZ1lx0HDIwf74zAIEuNlicnA2Nni8k/WvvGcyJ9dXrMen2CC3sU1NTkZSUhH379iElJQUajQbx8fGor68HADQ0NCAzMxMvvvgiMjMzkZycjJMnT2LSpEk33bednR1KS0vbPSwsOPoo9azpUZ74MqPEqK48UN9x+kI9/Ptbi45BREZmcvgAbDWS7vhv7MhF/BA3hHk6iI5CBmrmCG+MGeiMBZuy0NSq1csx65o1yC6pxh3+jno5HvUME5EH//7779s9X7NmDVxcXJCRkYExY8bA3t4eKSkp7dZ5//33MWLECBQVFcHb+/qDj0iSBDc3t17JTfQbC1M1Rvg5Ii3vAn43kNOFkWFJP3UBcUH8vSUi/Qp0sUHhpQa0anUwVffdrulfHTmHFo0OU6M8RUchAzchzAM25iZ4Yv1hvDMjHDbmvVvCbTxQhJkjvCFJHFjXkAgt7K9VXV0NAHB0vP7ZoerqakiSBAcHhxvuq66uDj4+PtBqtQgPD8fLL7+MiIiITtdtbm5Gc/N/5ySvqakBcPlWgNbW1lt8F9TbfmsTpbTNjGgPLE4+hlg/B9FRhFNa29B/ddY2e09dwPKEELaXAvCzo1xsm94RF+CIXSfKcNeg7p9cVHLbnCitxZbMEnwwc5gi8+mDktvHEI3y7wcLNTDvi0N4a3oo+lmZdXtfN2qbVq0OPxwvw+dzo9l2AtzOz1ySFdKHWJZlTJ48GZWVldizZ0+n6zQ1NSEuLg6DBw/G2rVrr7uvffv24dSpUwgNDUVNTQ3effddfPvttzhy5AiCgoI6rL9kyRIsXbq0w/L169fDysqq+2+KjMbm0yqMcNbBy0Z0EqKu0crAx7+qMC+Ygz8Skf7VtABbC1WYHdT3voPqWoHPT6owd6AONqai01Bfc7b+8mfn4UAd7Ltf21/XwQoJzVogzk0RJaLRaWhowEMPPYTq6mrY2d3awIWKKeyTkpLwzTffID09HZ6eHbsstba2Yvr06SgqKsLu3btv6Y3qdDpERkZizJgxeO+99zq83tkVey8vL5SWlsLJyal7b4h6TWtrK1JSUnD33XfD1FQZ/2OWVDbi7R9O4c3poaKjCKXEtqHLrm2bw0VV2HPqAp66K1B0NAI/O0rGtuk9f153GK9PDYWtRfc6kCqxbTRaHZI2HMGCsYEIdrcVHUcoJbZPX3HmYj1e3HYcyxJC4ON46xchr9c2sixj7ucZ+OfDEbAwVfdkZOqiixcvwt3dvVuFvSK64j/55JPYvn070tLSrlvUP/DAAzh9+jR27dp1y29SpVJh+PDhyMvL6/R1c3NzmJt3HKnU1NSUX0QKpqT28XMxhVqtQmlNK7yd2MtDSW1D7f3WNr+crsLvBrmynRSGnx3lYtv0vHvDPLDr5EVMu8170JXUNq/uOI77Iz0R5s1Bx36jpPbpK4LcHPD2jAj873+O4MUJQxDs3r0p6a5tm9255bgjoD9srTjguCi381kROmKJLMt44oknkJycjF27dsHPz6/DOr8V9Xl5efjhhx+6dQVdlmVkZWXB3d29J2ITderROD98kl4gOgZRl2QVV2KYl4PoGERkxOJD3LDjWJnoGD0mObMEpmoVJg7zEB2FjIC7vSVWPhSJ5d+eQEZhZY/s84tfCvHHO3x6ZF+kf0IL+6SkJKxduxbr16+Hra0tysrKUFZWhsbGRgCARqPBtGnTcOjQIaxbtw5arbZtnZaWlrb9zJ49G88++2zb86VLl2LHjh0oKChAVlYWHn30UWRlZWHevHl6f49kPIYOsEdpdRMu1jXffGUigeqaNTA3Uffp0aiJSPlszE1gY26C8zVNoqPctuySKnx/tAyL7hkkOgoZEUdrM3w4KxIf/nQKe/Iqbmtf2SVV8HK0Qj/rXrhxn/RC6F91q1atQnV1Ne688064u7u3PTZt2gQAKCkpwfbt21FSUoLw8PB26+zdu7dtP0VFRSgtLW17XlVVhccffxzBwcGIj4/H2bNnkZaWhhEjRuj9PZJxmR3jg3//Uig6BtEN7S+4yLlpiUgRJg5zx1dHzomOcVsqapux4ttf8ca0YVCrOD0Y6ZethSk+mBWJjQeK8V1O6c03uI5P00/j0biOvafJcAi9x/5m4/b5+vredB0A2L17d7vnb7/9Nt5+++3biUbULXGB/bE6rQCNLVpYmnHQEVKmPXkX8DC72hGRAowOcsbnewvx2Gh/0VG6pUWjw9++PIKlk0Ngb8X7yEkMC1M13pkRjmeTc1DbpMEDw71uafvCi/VQSRK8ujEQHykH+2ES9SBJkjAtyhP/l1EsOgrRdeVX1CHA2Vp0DCIimKpV8HOyQt75WtFRumXZN8fx4HBvDHQ17hHwSTxTtQqvTw3D8dIafJx2a2M+fbKHV+v7Ahb2RD3svlB3fH+0DBpt35ublwxfWU0TXO0sIEnsLkpEyjA5YgC2Zp0VHeOWbTxQBAcrM/xhqJvoKEQAAJVKwksTh6CuWYM3dvzapZ7PF+uaUVrdhKED7PWQkHoTC3uiHmaiViF+iCu+O9p3RvqlvmNv/kWMDuovOgYRUZsILwccKa6GTnfzIkQpMgorkZZXgQVjg0RHIWpHkiT89e6BcLI2x0vbj930c/XvXwoxN9ZXP+GoV7GwJ+oFDwz3wn8OFXfpTCmRPu3Nv4TYABb2RKQckiQh0qcfMop6Zsqu3na+pglv7szFa1PDoOJgeaRQiXF+CPN0wNNfHkHrdXqRNrRokFlUiVGBtz6dOCkPC3uiXmBlZoIILwf8kn9RdBSiNrIMXKpvgbOtuegoRETtJIR7YOth5XfHb9Zo8bcvs/FywlDYWnCwPFK2aVGeuCfEDU+uP4zGFm2H1zdnnsO0KE/entdHsLAn6iWzY33x+d4zomMQtSltAAa62oiOQUTUgb+zDUoqG9GiUe74NLIsY8n245gT64MAZ36XkmG4J8QNf4zxwV/WZaCmqbVtuVYGdh4/j/tC3QWmo57Ewp6ol/S3MYeLnTmOn6sRHYUIAJBbLWFUALvbEZEy3TnIGbtzy0XHuK61+woxwMECdw12FR2F6JaMCuyP+eMG4i9rM3GhrhkAcOSihLuHuMJEzXKwr2BLEvWix+L88Un6rU05QtRb8mskRPv0Ex2DiKhTE8I88HV2qegYndpfcBEHz1Qi6feBoqMQdUu4lwP+PnEInlx/GOeqGrGvXMK0SA/RsagHsbAn6kW+/a2h0cooqWwQHYWMXH2zBjoAlmZq0VGIiDrlbGuOZo22XXdhJThX1Yj3duVhxZRQ3otMBm2gqy1enxaGJzcdga/N5TGhqO9gYU/Uyx6N88Nn6WdExyAjJssyXtx+HHe5K/feVSIiABg/1B3f5yhnutimVi2e2ZyN5feHwtqcRRAZPi9HK3w2OwrjBvBvgr6GhT1RLxvm5YDCi/WoamgRHYWM1KrUfER4OSDQXnQSIqIbiw9xxc7j50XHAHD5pOgLW4/iT6P94eNkLToOUY+xtzQFO/D1PSzsifTg4RgfrN1XKDoGGaGfcstReKEBD4/0Eh2FiOimrMxMYGdhgrLqJtFR8NnPZzDQ1QZjBjqLjkJEdFMs7In04M6Bzvil4CKaWjvOIUrUW05fqMean89g6eQQ3hdKRAZjUrgHth8RO6f9z6cu4NjZavxptL/QHEREXcXCnkgPJEnClAhPJGeK/UOFjEddswbPb8nB61PDYGHK/nZEZDjiAvtjT94FYccvvtSAVbvz8cr9HCyPiAwHC3siPZk4zANfZ5+DVieLjkJ9nE4n45nN2Vh490C42VuIjkNEdEtM1CoEONsgt6xW78duaNHg2eQcvDo1lLOIEJFBYWFPpCdmJircNdgFKceVM9ov9U3v7crDqID+iPZ1FB2FiKhb7o8YgK1Z+u3lJssynkvOQdLvA+HZz0qvxyYiul0s7In0aMYIb6w/UAxZ5lV76h07j5WhorYZD430Fh2FiKjbwjztkVNSDZ0ee7l9lFqAcC8HxAQ46e2YREQ9hYU9kR7ZmJsgxMMOB05fEh2F+qC887VYf6AIL00MER2FiOi2SJKE4b6OOHhGP/9f7s4tx5kL9ZgT66uX4xER9TQW9kR69kisLz7fe0Z0DOpjqhtb8fdtx/D6tDCYmfCrnYgMX0KEh16645++UI9P009zBhEiMmj8649Iz1zsLOBgZYqT5/U/KBD1TVqdjL99eQTPjB8MF1sOlkdEfYOPkzVKq5vQrOm9qWLbZhCZxhlEiMiwsbAnEuCx0f74ZE+B6BjUR7yVkouxwa4I93IQHYWIqEfdNdgFP/1a0Sv71ulkLL4yg4i7vWWvHIOISF9MRAdQot8GNqutrYWpqangNHSt1tZWNDQ0oKamxmDbx9kcqKyqxsni83DrQ39M9IW2MTQ7jpbhUmU1/ifGAzU1Ndddj22jbGwf5WLbiDXGxxrLvz2BWO+Oo9Tfbtt8tDsfw9zMMNDR5Ibfn9Q9/OwoF9tGuWprL/fo7c5A25LM4bk7KCgoQEBAgOgYREREREREZGTy8/Ph7+9/S9vwin0nHB0vz/1cVFQEe3t7wWnoWjU1NfDy8kJxcTHs7OxEx6GrsG2Ui22jbGwf5WLbKBfbRtnYPsrFtlGu6upqeHt7t9Wjt4KFfSdUqstDD9jb2/OXXcHs7OzYPgrFtlEuto2ysX2Ui22jXGwbZWP7KBfbRrl+q0dvaZteyEFEREREREREesLCnoiIiIiIiMiAsbDvhLm5OV566SWYm5uLjkKdYPsoF9tGudg2ysb2US62jXKxbZSN7aNcbBvlup224aj4RERERERERAaMV+yJiIiIiIiIDBgLeyIiIiIiIiIDxsKeiIiIiIiIyICxsCciIiIiIiIyYCzsO/Hhhx/Cz88PFhYWiIqKwp49e0RHIgBpaWmYOHEiPDw8IEkStm7dKjoSXbFixQoMHz4ctra2cHFxQUJCAnJzc0XHIgCrVq1CWFgY7OzsYGdnh5iYGHz33XeiY1EnVqxYAUmSsGDBAtFRCMCSJUsgSVK7h5ubm+hYdMXZs2fx8MMPw8nJCVZWVggPD0dGRoboWEbP19e3w+dGkiQkJSWJjkYANBoNXnjhBfj5+cHS0hL+/v74xz/+AZ1OJzoaAaitrcWCBQvg4+MDS0tLxMbG4uDBg13enoX9NTZt2oQFCxbg+eefx+HDhzF69GiMHz8eRUVFoqMZvfr6egwbNgwrV64UHYWukZqaiqSkJOzbtw8pKSnQaDSIj49HfX296GhGz9PTE6+++ioOHTqEQ4cO4a677sLkyZNx7Ngx0dHoKgcPHsTq1asRFhYmOgpdJSQkBKWlpW2PnJwc0ZEIQGVlJUaNGgVTU1N89913OH78ON588004ODiIjmb0Dh482O4zk5KSAgCYPn264GQEAK+99ho++ugjrFy5EidOnMDrr7+ON954A++//77oaATgscceQ0pKCr744gvk5OQgPj4e48aNw9mzZ7u0Pae7u8bIkSMRGRmJVatWtS0LDg5GQkICVqxYITAZXU2SJGzZsgUJCQmio1AnKioq4OLigtTUVIwZM0Z0HLqGo6Mj3njjDTz66KOioxCAuro6REZG4sMPP8SyZcsQHh6Od955R3Qso7dkyRJs3boVWVlZoqPQNRYvXoyff/6ZPSoNwIIFC/D1118jLy8PkiSJjmP0JkyYAFdXV3z66adty6ZOnQorKyt88cUXApNRY2MjbG1tsW3bNtx3331ty8PDwzFhwgQsW7bspvvgFfurtLS0ICMjA/Hx8e2Wx8fHY+/evYJSERme6upqAJcLSFIOrVaLjRs3or6+HjExMaLj0BVJSUm47777MG7cONFR6Bp5eXnw8PCAn58fZsyYgYKCAtGRCMD27dsRHR2N6dOnw8XFBREREfj4449Fx6JrtLS0YO3atUhMTGRRrxBxcXH48ccfcfLkSQDAkSNHkJ6ejnvvvVdwMtJoNNBqtbCwsGi33NLSEunp6V3ah0lvBDNUFy5cgFarhaura7vlrq6uKCsrE5SKyLDIsoyFCxciLi4OQ4cOFR2HAOTk5CAmJgZNTU2wsbHBli1bMGTIENGxCMDGjRuRmZl5S/fQkX6MHDkS//73vzFw4ECcP38ey5YtQ2xsLI4dOwYnJyfR8YxaQUEBVq1ahYULF+K5557DgQMH8NRTT8Hc3ByzZ88WHY+u2Lp1K6qqqjB37lzRUeiKZ555BtXV1Rg8eDDUajW0Wi1eeeUVzJw5U3Q0o2dra4uYmBi8/PLLCA4OhqurKzZs2ID9+/cjKCioS/tgYd+Ja88qyrLMM41EXfTEE08gOzu7y2cXqfcNGjQIWVlZqKqqwubNmzFnzhykpqayuBesuLgY8+fPx86dOzucoSfxxo8f3/bv0NBQxMTEICAgAP/617+wcOFCgclIp9MhOjoay5cvBwBERETg2LFjWLVqFQt7Bfn0008xfvx4eHh4iI5CV2zatAlr167F+vXrERISgqysLCxYsAAeHh6YM2eO6HhG74svvkBiYiIGDBgAtVqNyMhIPPTQQ8jMzOzS9izsr9K/f3+o1eoOV+fLy8s7XMUnoo6efPJJbN++HWlpafD09BQdh64wMzNDYGAgACA6OhoHDx7Eu+++i3/+85+Ckxm3jIwMlJeXIyoqqm2ZVqtFWloaVq5ciebmZqjVaoEJ6WrW1tYIDQ1FXl6e6ChGz93dvcOJyeDgYGzevFlQIrpWYWEhfvjhByQnJ4uOQldZtGgRFi9ejBkzZgC4fNKysLAQK1asYGGvAAEBAUhNTUV9fT1qamrg7u6OBx98EH5+fl3anvfYX8XMzAxRUVFtI3j+JiUlBbGxsYJSESmfLMt44oknkJycjF27dnX5C4jEkGUZzc3NomMYvbFjxyInJwdZWVltj+joaMyaNQtZWVks6hWmubkZJ06cgLu7u+goRm/UqFEdplQ9efIkfHx8BCWia61ZswYuLi7tBgEj8RoaGqBStS//1Go1p7tTGGtra7i7u6OyshI7duzA5MmTu7Qdr9hfY+HChfjjH/+I6OhoxMTEYPXq1SgqKsK8efNERzN6dXV1OHXqVNvz06dPIysrC46OjvD29haYjJKSkrB+/Xps27YNtra2bb1e7O3tYWlpKTidcXvuuecwfvx4eHl5oba2Fhs3bsTu3bvx/fffi45m9GxtbTuMQ2FtbQ0nJyeOT6EATz/9NCZOnAhvb2+Ul5dj2bJlqKmp4VUtBfjrX/+K2NhYLF++HA888AAOHDiA1atXY/Xq1aKjES7fKrFmzRrMmTMHJiYsNZRk4sSJeOWVV+Dt7Y2QkBAcPnwYb731FhITE0VHIwA7duyALMsYNGgQTp06hUWLFmHQoEF45JFHurYDmTr44IMPZB8fH9nMzEyOjIyUU1NTRUciWZZ/+uknGUCHx5w5c0RHM3qdtQsAec2aNaKjGb3ExMS27zNnZ2d57Nix8s6dO0XHouv43e9+J8+fP190DJJl+cEHH5Td3d1lU1NT2cPDQ54yZYp87Ngx0bHoiq+++koeOnSobG5uLg8ePFhevXq16Eh0xY4dO2QAcm5urugodI2amhp5/vz5sre3t2xhYSH7+/vLzz//vNzc3Cw6GsmyvGnTJtnf3182MzOT3dzc5KSkJLmqqqrL23MeeyIiIiIiIiIDxnvsiYiIiIiIiAwYC3siIiIiIiIiA8bCnoiIiIiIiMiAsbAnIiIiIiIiMmAs7ImIiIiIiIgMGAt7IiIiIiIiIgPGwp6IiIiIiIjIgLGwJyIiIiIiIjJgLOyJiIgIS5YsQXh4uLDjv/jii3j88ce7tO7TTz+Np556qpcTERERGQ5JlmVZdAgiIiLqPZIk3fD1OXPmYOXKlWhuboaTk5OeUv3X+fPnERQUhOzsbPj6+t50/fLycgQEBCA7Oxt+fn69H5CIiEjhWNgTERH1cWVlZW3/3rRpE/7+978jNze3bZmlpSXs7e1FRAMALF++HKmpqdixY0eXt5k6dSoCAwPx2muv9WIyIiIiw8Cu+ERERH2cm5tb28Pe3h6SJHVYdm1X/Llz5yIhIQHLly+Hq6srHBwcsHTpUmg0GixatAiOjo7w9PTEZ5991u5YZ8+exYMPPoh+/frByckJkydPxpkzZ26Yb+PGjZg0aVK7ZV9++SVCQ0NhaWkJJycnjBs3DvX19W2vT5o0CRs2bLjtnw0REVFfwMKeiIiIOrVr1y6cO3cOaWlpeOutt7BkyRJMmDAB/fr1w/79+zFv3jzMmzcPxcXFAICGhgb8/ve/h42NDdLS0pCeng4bGxv84Q9/QEtLS6fHqKysxNGjRxEdHd22rLS0FDNnzkRiYiJOnDiB3bt3Y8qUKbi6k+GIESNQXFyMwsLC3v0hEBERGQAW9kRERNQpR0dHvPfeexg0aBASExMxaNAgNDQ04LnnnkNQUBCeffZZmJmZ4eeffwZw+cq7SqXCJ598gtDQUAQHB2PNmjUoKirC7t27Oz1GYWEhZFmGh4dH27LS0lJoNBpMmTIFvr6+CA0NxV/+8hfY2Ni0rTNgwAAAuGlvACIiImNgIjoAERERKVNISAhUqv9eA3B1dcXQoUPbnqvVajg5OaG8vBwAkJGRgVOnTsHW1rbdfpqampCfn9/pMRobGwEAFhYWbcuGDRuGsWPHIjQ0FPfccw/i4+Mxbdo09OvXr20dS0tLAJd7CRARERk7FvZERETUKVNT03bPJUnqdJlOpwMA6HQ6REVFYd26dR325ezs3Okx+vfvD+Byl/zf1lGr1UhJScHevXuxc+dOvP/++3j++eexf//+tlHwL126dMP9EhERGRN2xSciIqIeERkZiby8PLi4uCAwMLDd43qj7gcEBMDOzg7Hjx9vt1ySJIwaNQpLly7F4cOHYWZmhi1btrS9fvToUZiamiIkJKRX3xMREZEhYGFPREREPWLWrFno378/Jk+ejD179uD06dNITU3F/PnzUVJS0uk2KpUK48aNQ3p6etuy/fv3Y/ny5Th06BCKioqQnJyMiooKBAcHt62zZ88ejB49uq1LPhERkTFjYU9EREQ9wsrKCmlpafD29saUKVMQHByMxMRENDY2ws7O7rrbPf7449i4cWNbl347OzukpaXh3nvvxcCBA/HCCy/gzTffxPjx49u22bBhA/70pz/1+nsiIiIyBJJ89dwxRERERHomyzLuuOMOLFiwADNnzrzp+t988w0WLVqE7OxsmJhwuCAiIiJesSciIiKhJEnC6tWrodFourR+fX091qxZw6KeiIjoCl6xJyIiIiIiIjJgvGJPREREREREZMBY2BMREREREREZMBb2RERERERERAaMhT0RERERERGRAWNhT0RERERERGTAWNgTERERERERGTAW9kREREREREQGjIU9ERERERERkQFjYU9ERERERERkwP4fKkifbnJejxMAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 1200x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "dados.plot_time()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "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"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}