{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "tags": []
   },
   "source": [
    "# Adams-Bashforth Multistep Methods\n",
    "\n",
    "**Note.** For now, the examples are done with the Julia language;\n",
    "a Python translation is coming soon."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**References:**\n",
    "\n",
    "- Section 6.7 *Multistep Methods* of [Sauer](../frontmatter/references.html#Sauer)\n",
    "- Section 5.6 *Multistep Methods* of [Burden&Faires](../frontmatter/references.html#Burden-Faires)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Introduction\n",
    "\n",
    "Recall from {doc}`ODE-IVP-6-multi-step-methods-leapfrog-python`:\n",
    "\n",
    "**Definition**:\n",
    "A *multistep method* for numerical solution of an ODE IVP $du/dt = f(t, u)$, $u(t_0) = u_0$ is one of the form\n",
    "\n",
    "$$U_{i} = \\phi(U_{i-1}, \\dots U_{i-s}, h), \\quad s > 1$$\n",
    "\n",
    "so that the new approximate value of $u(t)$ depends on approximate values at multiple previous times.\n",
    "(The shift if indexing to describe \"present\" in terms of \"past\" wil be convenient here.)\n",
    "\n",
    "This is called an $s$-step method: the Runge-Kutta family of methods are all one-step."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We will be more specifically interted in what are called **linear multistep methods**,\n",
    "where the function at right is a linear combination of value of $u(t)$ and $f(t, u(t))$.\n",
    "\n",
    "So for now we look at\n",
    "\n",
    "$$U_{i} = a_0 U_{i-s} + \\dots + a_{s-1} U_{i-1} + h (b_0 f(t_{i-s}, U_{i-s}) + \\dots + b_{s-1} f(t_{i-1}, U_{i-1})) $$"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The **Adams-Bashforth** methods are a case of this with the only $a_i$ term being $a_{s-1} = 1$:\n",
    "\n",
    "$$U_{i} = U_{i-1} + h (b_0 f(t_{i-s}, U_{i-s}) + \\dots + b_{s-1} f(t_{i-1}, U_{i-1})) $$\n",
    "\n",
    "The $s$-step versions of this is accurate to order $s$,\n",
    "so one can get arbitrarily high order of accuracy by using enough steps."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Aside: the case $s=1$ is Euler's method, now written as\n",
    "\n",
    "$$U_{i} = U_{i-1} + h f(t_{i-1}, U_{i-1})$$"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "These are probably the most commonly used **explicit**, **one-stage** multi-step methods;\n",
    "we will see more about the alternatives of **implicit** and **multi-stage** options in future sections.\n",
    "(Note that all Runge-Kutta methods (except Euler's) are multi-stage:\n",
    "the explicit trapezoid and midpoint methods are 2-stage; the classical Runge-Kutta method is 4-stage.)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The most basic **Adams-Bashforth** multi-step method is the 2-step method, which can be thought of this way:\n",
    "\n",
    "1. Start with the two most recent values, $U_{i-1} \\approx u(t_{i) - h}$ and $U_{i-2} \\approx u(t_i - 2h)$\n",
    "\n",
    "2. Use the derivative approximations\n",
    "$F_{i-1} := f(t_{i-1}, U_{i-1}) \\approx u'(t_{i-1})$ and $F_{i-2} := f(t_{i-2}, U_{i-2}) \\approx u'(t_{i-2})$\n",
    "and linear extrapolation to \"predict\" the value of $u'(t_i - h/2)$; one gets:\n",
    "$u'(t_i - h/2) \\approx \\frac{3}{2} u'(t_i - h) - \\frac{1}{2}u'(t_i - 2h) \\approx \\frac{3}{2} F_{i-1} - \\frac{1}{2}F_{i-2}$\n",
    "\n",
    "3. Use this in the centered difference approximation\n",
    "\n",
    "$$\\frac{u(t_{i}) - u(t_{i-1})}{h} \\approx u'(t_i - h/2)$$\n",
    "\n",
    "to get\n",
    "\n",
    "$$\\frac{U_{i} - U_{i-1}}{h} \\approx \\frac{3}{2} F_{i-1} - \\frac{1}{2} F_{i-2}$$\n",
    "\n",
    "That is,\n",
    "\n",
    "$$\n",
    "U_{i} = U_{i-1} + \\frac{h}{2} \\left( 3 F_{i-1} - F_{i-2} \\right), = U_{i-1} + \\frac{h}{2} \\left( 3 f(t_{i-1}, U_{i-1}) - f(t_{i-2}, U_{i-2}) \\right)\n",
    "$$"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Equivalently, one can\n",
    "\n",
    "1. Find the collocating polynomial $p(t)$ through $(t_{i-1}, F_{i-1})$ and $(t_{i-2}, F_{i-2})$ [so just a line in this case]\n",
    "\n",
    "2. Use this on the interval $(t_{i-1}, t_{i})$ (*extrapolation*) as an approximation of $u'(t) = f(t, u(t))$ in that interval.\n",
    "\n",
    "3. Use $\\displaystyle u(t_{i}) = u(t_{i-1}) + \\int_{t_{i-1}}^{t_{i}} u'(\\tau) d \\tau \\approx u(t_{i-1}) + \\int_{t_{i-1}}^{t_{i}} p(\\tau) d \\tau$,\n",
    "where the latter integral is easy to evaluate exactly.\n",
    "\n",
    "One does not actually do this in each case; it is enough to verify that the integral gives $(3/2 F_{i-1} - 1/2 F_{i-2}) h$."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "---\n",
    "\n",
    "### Exercise A\n",
    "Verify the above result via polynomial collocation and integration.\n",
    "\n",
    "---"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To code this algorithm, it is convenient to shift the indices, to get a formula for $U_i$.\n",
    "Also, note that what is $F_i = f(t_i, U_i)$ at one step is reused as $F_{i-1} = f(t_{i-1}, U_{i-1})$ at the next,\n",
    "so to avoid redundant evaluations of $f(t, u)$, these quantities should also be saved, at least till the next step:\n",
    "\n",
    "$$U_{i} = U_{i-1} + \\frac{h}{2} \\left( 3 F_{i-1} - F_{i-2} \\right)$$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "using PyPlot"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "include(\"NumericalMethods.jl\")\n",
    "import .NumericalMethods as NM"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "function adamsbashforth2(f, a, b, U_0, U_1, n)\n",
    "    n_unknowns = length(U_0)\n",
    "    t = range(a, b, n+1)\n",
    "    u = zeros(n+1, n_unknowns)\n",
    "    u[1,:] = U_0\n",
    "    u[2,:] = U_1\n",
    "    F_i_2 = f(a, U_0)  # F_0 to start when computing U_2\n",
    "    h = (b-a)/n\n",
    "    for i in 2:n  # i is the mathematical index, so \"+1\" for Julia array indices\n",
    "        F_i_1 = f(t[i], u[i,:])\n",
    "        u[i+1,:] = u[i,:] + (3*F_i_1 - F_i_2) * (h/2)\n",
    "        F_i_2 = F_i_1\n",
    "    end\n",
    "    return (t, u)\n",
    "end;"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Demonstrations with the mass-spring system"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "f_mass_spring(t, u) = [ u[2]; -(k/M)*u[1] - (D/M)*u[2] ];"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "Figure(PyObject <Figure size 1400x700 with 1 Axes>)"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "Figure(PyObject <Figure size 800x800 with 1 Axes>)"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "M = 1.0\n",
    "k = 1.0\n",
    "D = 0.0\n",
    "U_0 = [1.0, 0.0]\n",
    "a = 0.0\n",
    "periods = 4\n",
    "b = 2pi * periods\n",
    "\n",
    "# Using a step size that gives roughly equal cost per unit time as for the explicit trapezoid and midpoint,\n",
    "# Runge-Kutta methods and the leapfrog FAdams-Bmethod in previous sections\n",
    "stepsperperiod = 100  \n",
    "n = Int(stepsperperiod * periods)\n",
    "\n",
    "# We need U_1, and get it with the Runge-Kutta method;\n",
    "# this is overkill for accuracy, but since only one step is needed, the time cost is negligible.\n",
    "h = (b-a)/n\n",
    "(t_1step, U_1step) = NM.rungekutta_system(f_mass_spring, a, a+h, U_0, 1)\n",
    "U_1 = U_1step[end,:]\n",
    "(t, U) = adamsbashforth2(f_mass_spring, a, b, U_0, U_1, n)\n",
    "\n",
    "y = U[:,1]\n",
    "Dy = U[:,2]\n",
    "\n",
    "figure(figsize=[14,7])\n",
    "title(\"y and dy/dt with k/M=$(k/M), D= $D by 2-step Adams-Bashforth with $periods periods, $stepsperperiod steps per period\")\n",
    "plot(t, y, \".:\", label=\"y\")\n",
    "plot(t, Dy, \".:\", label=\"dy/dt\")\n",
    "legend()\n",
    "xlabel(\"t\")\n",
    "grid(true)\n",
    "\n",
    "figure(figsize=[8,8])  # Make axes equal length; orbits should be circular or \"circular spirals\"\n",
    "title(\"The orbits\")\n",
    "plot(y, Dy)\n",
    "xlabel(\"y\")\n",
    "ylabel(\"dy/dt\")\n",
    "plot(y[1], Dy[1], \"g*\", label=\"start\")\n",
    "plot(y[end], Dy[end], \"r*\", label=\"end\")\n",
    "legend()\n",
    "grid(true)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "Figure(PyObject <Figure size 1400x700 with 1 Axes>)"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "Figure(PyObject <Figure size 800x800 with 1 Axes>)"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "D = 0.0\n",
    "\n",
    "periods = 32\n",
    "b = 2pi * periods\n",
    "\n",
    "# Note: In the notes on systems, the second order methods were tested with 50 steps per period\n",
    "#stepsperperiod = 50  # As for the second order accurate explicit trapezoid and midpoint methods\n",
    "stepsperperiod = 100  # Equal cost per unit time as for the explicit trapezoid and midpoint and Runge-Kutta methods\n",
    "n = Int(stepsperperiod * periods)\n",
    "\n",
    "# We need U_1, and get it with the Runge-Kutta method;\n",
    "# this is overkill for accuracy, but since only one step is needed, the time cost is negligible.\n",
    "h = (b-a)/n\n",
    "(t_1step, U_1step) = NM.rungekutta_system(f_mass_spring, a, a+h, U_0, 1)\n",
    "U_1 = U_1step[end,:]\n",
    "(t, U) = adamsbashforth2(f_mass_spring, a, b, U_0, U_1, n)\n",
    "\n",
    "y = U[:,1]\n",
    "Dy = U[:,2]\n",
    "\n",
    "figure(figsize=[14,7])\n",
    "title(\"y and dy/dt with k/M=$(k/M), D= $D by 2-step Adams-Bashforth with $periods periods, $stepsperperiod steps per period\")\n",
    "plot(t, y, label=\"y\")\n",
    "xlabel(\"t\")\n",
    "grid(true)\n",
    "\n",
    "figure(figsize=[8,8])  # Make axes equal length; orbits should be circular or \"circular spirals\"\n",
    "title(\"The orbits\")\n",
    "plot(y, Dy)\n",
    "xlabel(\"y\")\n",
    "ylabel(\"dy/dt\")\n",
    "plot(y[1], Dy[1], \"g*\", label=\"start\")\n",
    "plot(y[end], Dy[end], \"r*\", label=\"end\")\n",
    "legend()\n",
    "grid(true)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### This time with damping, nothings goes wrong!\n",
    "\n",
    "This is an example in **stability**;\n",
    "in future sections it will be seen that the the Adams-Bashforth methods are all stable for these equations for small enough step size $h$,\n",
    "and so converge to the correct solution as $h \\to 0$."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAABIUAAAJuCAYAAAAuH7LWAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/NK7nSAAAACXBIWXMAAA9hAAAPYQGoP6dpAADlJ0lEQVR4nOzdd3hT9f4H8PfJ7l60pWW07L2HDBERylKve15xgQv9OdCrch2Ae11EvSrX68AtKiIXLleGypKigCDI3oXS0kV3k2Z8f38k5zRpOpL0BGj6fj0Pj+bkJN+TnIz208+QhBACRERERERERETUomjO9gEQEREREREREdGZx6AQEREREREREVELxKAQEREREREREVELxKAQEREREREREVELxKAQEREREREREVELxKAQEREREREREVELxKAQEREREREREVELxKAQEREREREREVELxKAQEREREREREVELxKAQ0Tns1ltvRXp6esC3T09Px6233hrw7e12O5KSkvD666/7tc7u3bsxe/ZsHD16NOC1fXHhhRfiwgsvVC5XVlZi9uzZWLNmjde+s2fPhiRJKCgoCHit3r17+7z/m2++iYSEBNhsNqxZswaSJEGSJCxYsKDO/S+66CJIktSk8+3uk08+wfXXX49u3bpBo9EEdL9vvfUWunfvDqPRiA4dOmDOnDmwWq0BH1N6erryPGg0GsTExKBHjx64+eabsXLlyoDv1x+rV6/G8OHDER4ejlatWuHWW29FXl6eT7dtynMqvwa+/fbbAI/cNz/99BNuv/12dO/eHREREWjTpg0uu+wybN26VdV1XnjhBXz//feq3megdu7cCUmSoNfrkZOT4/Ptjh492uB78lx14YUXKu8j+XGnp6dj6tSpOHbsWNDW9ecztKioCNdffz2SkpIgSRIuv/xyVY4hmJ/xgZIkCbNnz1YuN/T95+/3SG1PPPEEBgwYgPj4eJhMJnTs2BF33nmn13nfunUr7r33XvTp0wdRUVFITk7GuHHj8NNPPwW8djA19WedujT155/GLFu2DDfffDP69OkDvV4PSZLq3ddqtWLOnDlIT0+H0WhE9+7d8dZbb9W57+HDh3HllVciNjYWkZGRyMjIwO+//67KMTf0/qGzq/bPs2qo/dlE1BAGhYioXuvWrUN+fj6uvPJKv263e/duzJkzJ+hBoXfeeQfvvPOOcrmyshJz5sw5J37gWbRoES677DLodDplW1RUFD744AOvfY8cOYI1a9YgOjpatfU//fRT7Nq1C0OHDkWnTp38vv3zzz+PBx54AFdeeSVWrFiB6dOn44UXXsC9997bpOMaOXIkMjMzsXHjRixatAj33Xcfjhw5ggkTJuDqq69uUtCpMWvXrsWkSZOQnJyMJUuW4I033sDq1asxduxYWCyWRm/f1Of0THj33Xdx9OhRPPDAA1i+fDneeOMN5OXlYdiwYar+QnguBYXef/99AIDNZsMnn3xylo/mzOjYsSMyMzORmZmJH3/8EY8++iiWLVuGUaNGobKy8mwfHp599lksXrwYr7/+OjIzM/HKK6+ocr/n0me8LDMzE9OmTVMuB/P7r7i4GDfccAM+/vhj/PDDD3jkkUewbNkynHfeeSgsLFT2+/LLL/Hbb7/h9ttvx5IlS/D+++/DaDRi7Nix5+R75KmnnsLixYvP9mH4ZfHixdi0aRN69uyJfv36Nbjv9OnT8eKLL+Lee+/FihUrcMUVV+CBBx7ACy+84LFffn4+Ro0ahf379+PDDz/E119/DbPZjAsvvBD79u1r8jGfi+8fcqr98yzRGSeI6Jx1yy23iLS0tIBvn5aWJm655ZaAbz99+nQxePBgv9f55ptvBADx888/B7x2IPLz8wUAMWvWLK/rZs2aJQCI/Pz8gO579OjRolevXj7tm5ubKzQajVi2bJkQQoiff/5ZABDTpk0TAMT+/fs99n/yySdF27ZtxaRJk5p0vt3Z7Xbl/y+++GK/7regoECYTCZx5513emx//vnnhSRJYteuXQEdU1pamrj44ovrvE4+P48++mhA9+2LIUOGiJ49ewqr1aps++WXXwQA8c477zR6+6Y8p/Jr4JtvvvHrmP116tQpr21lZWUiOTlZjB07VrV1IiIimvTZohaz2SwSEhJEv379RJs2bUTXrl19vu2RI0cEAPHRRx8F7wCDoL7Pog8++EAAECtWrAjKuv58ho4bN0706NFDtbUdDoeorKwM6me8Whr6/vPne8RXy5cvFwDEBx98oGyr63PAZrOJvn37ik6dOqm6flNUVFQE7b6b+vNPY9y/D+69915R369Uf/75p5AkSbzwwgse2++44w4RFhYmCgsLlW1/+9vfhF6vF0ePHlW2lZSUiFatWolrr722ycfc0PunJQrm6+9cOAaea/IHM4WoxVm/fj0kScKXX37pdd0nn3wCSZKwefPmem+fn5+P6dOno2fPnoiMjERSUhIuuugirF+/3mM/uTThtddew9y5c9GhQwdERkZi+PDh2LRpk9f9LliwAN26dYPRaESPHj38+mue1WrFo48+itatWyM8PBznn38+fvvtN6/j0el0ePHFF71uv27dOkiShG+++UbZJoTA4sWLcdVVV/m1zoIFC3DNNdcAAMaMGdNo2dSuXbu81t66dSskSUKvXr089v3LX/6CQYMGKZfd022PHj2KxMREAMCcOXOUdWunj586dQo33HADYmJikJycjNtvvx0lJSV1HltjFi9ejPDwcEybNg02m81je2RkJMaNG+exf0ZGBtq1a4cPP/xQ2eZwOPDxxx/jlltugUaj3kdyU+7rhx9+gNlsxm233eax/bbbboMQIigZIrNnz0avXr3wz3/+E2azWfX7z87OxubNmzFlyhSP7K0RI0aga9euPv2VWo3zYzabMWPGDLRu3RphYWEYPXo0tm3bplz/6aefQpIkZGZmet32mWeegV6vx8mTJ+u9/6SkJK9tkZGR6NmzJ44fP+7TMW7btg2XXHIJkpKSYDQakZqaiosvvhgnTpwA4ExJr6iowMcff6y8z9zT3nNzc3HXXXehbdu2MBgMSumh+3tE/nx85ZVX8Pzzz6N9+/YwmUwYPHgwfvzxR5+OEwC+//57FBYWYtq0abjllluwf/9+bNiwwWu/kydP4tprr0VUVBRiYmJw3XXXITc312u/LVu24Prrr0d6ejrCwsKQnp6OG264was8Z8GCBZAkCT/99BPuuOMOJCQkIDo6GjfffDMqKiqQm5uLa6+9FrGxsUhJScEjjzzilQX37rvvol+/foiMjERUVBS6d++Ov//97z4/9tpiYmIAAHq9Xtl28OBB3HbbbejSpQvCw8PRpk0bXHrppdi5c6fHbR0OB5577jl069YNYWFhiI2NRd++ffHGG294rdPQZ6h8XlevXo09e/Yorw85M6GoqAjTp09HmzZtYDAY0LFjRzzxxBNemXqSJOG+++7D/Pnz0aNHDxiNRnz88cdB+4x/++23odFoPEpJ//GPf0CSJI/sSIfDgbi4ODz88MMexyqXaPj6/bd582aMGjUK4eHh6NixI1566SU4HI4Gj7E+8nPi/rlW1+eAVqvFoEGDfPockEvxtm3bhiuvvBLR0dGIiYnBTTfdhPz8fK/9Fy5ciOHDhyMiIgKRkZGYMGGCx+ca4CwRi4yMxM6dOzF+/HhERUVh7NixynW1y8fMZjNmzpyJDh06wGAwoE2bNrj33ntRXFzssZ8vP5cAziyZRx55BB06dIDJZEJ8fDwGDx5c58+CvvD1++D777+HEKLO79Oqqir88MMPyrbFixfjoosuQlpamrItOjoaV155JZYuXerxGVqXn376CRdeeCESEhIQFhaG9u3b46qrrkJlZaVPPyMdOHAAN954o/LZ36NHD7z99tsea8il0J999lmD32WAsxTu+uuvR2pqKoxGI5KTkzF27Fhs3769wcchv1Z27dqFsWPHIiIiAomJibjvvvu8MiGFEHjnnXfQv39/hIWFIS4uDldffTUOHz7ssZ9curlu3TqMGDEC4eHhuP3228+ZY6irfMzXz8vS0lLleygyMhITJ07E/v37G3yOibyc1ZAU0VkyYMAAMXLkSK/tQ4YMEUOGDGnwtnv37hX33HOP+Oqrr8SaNWvEsmXLxNSpU4VGo/H4y6D8V+j09HQxceJE8f3334vvv/9e9OnTR8TFxYni4mJl348++kgAEJdddplYunSp+Oyzz0Tnzp1Fu3btfMpGuOWWW4QkSeJvf/ubWLlypZg7d65o06aNiI6O9vhL2RVXXCHat28vbDabx+2vueYakZqa6pFBsWHDBq+sFl/WycvLEy+88IIAIN5++22RmZkpMjMzRV5eXr3Hn5KS4pGV8tJLL4mwsDABQGRnZwshhLBarSI6Otojk2T06NFi9OjRQghnxsAPP/wgAIipU6cq6x48eFAIUfNX5G7duomnn35arFq1SsydO1cYjUZx2223Nfoc1/4L79y5c4VWqxXPPvus177jxo0TN954o3LZPUvkqaeeEqmpqco5+N///ickSRIHDx6sM/vEZrMJq9Xa6D/3v1rW5m9Wy+OPPy4AiPLycq/rWrVqJW644Qaf78tdQ5lC7uuuX79e2abG4xdCKK+N//73v17XXX311SIlJcWvxxJoplC7du283ufR0dHi0KFDQgghLBaLaN26tfjrX//qcXur1SpSU1PFNddc49dxCiFEcXGxiImJEVdccUWj+5aXl4uEhAQxePBg8fXXX4u1a9eKhQsXirvvvlvs3r1bCCFEZmamCAsLE5MnT1beZ3L2WE5OjvK59a9//UusXr1aPPvss8JoNIpbb71VWUf+fGzXrp04//zzxaJFi8Q333wjhgwZIvR6vdi4caNPjy0jI0MYjUZRVFQkDh48KCRJ8lhHCCEqKytFjx49RExMjHjrrbfEihUrxP333y/at2/vlSn0zTffiKefflosXrxYrF27Vnz11Vdi9OjRIjEx0SMDRf7M7tChg3j44YfFypUrxcsvvyy0Wq244YYbxMCBA8Vzzz0nVq1aJR577DEBQPzjH/9Qbv/ll18KAOL//u//xMqVK8Xq1avF/Pnzxf3339/oY5Y/i+TXfkVFhfj1119F3759RceOHYXZbFb2Xbt2rXj44YfFt99+K9auXSsWL14sLr/8chEWFib27t2r7Pfiiy8KrVYrZs2aJX788Ufxww8/iHnz5onZs2cr+/jyGWo2m0VmZqYYMGCA6Nixo/L6KCkpEVVVVaJv374iIiJCvPbaa2LlypXiqaeeEjqdTkyePNnjMQIQbdq0EX379hVffPGF+Omnn8T27duD9hm/d+9eAUB88cUXyraJEyeKsLAw0aVLF2Xbr7/+KgCI5cuXexyr/Nf4xr7/Ro8eLRISEkSXLl3E/PnzxapVq8T06dMFAPHxxx83eu5lVqtVVFZWit9//12MHDlSdO3aVZSVlTV6m86dO4sBAwY0ev/yc5mWlib+9re/iRUrVoi5c+eKiIgIMWDAAFFdXa3sK2eQ3n777WLZsmXiu+++E8OHDxcREREeWaW33HKL0Ov1Ij09Xbz44ovixx9/VLLaamdFOxwOMWHCBKHT6cRTTz0lVq5cKV577TVlfffXuK8//9x1110iPDxczJ07V/z8889i2bJl4qWXXhJvvfVWo89HYxrKFLr++utFYmKi1/by8nIBQMycOVMI4fyckh9Hbf/85z8FALFv3756j+HIkSPCZDKJjIwM8f3334s1a9aIzz//XEyZMkWcPn260Z+Rdu3aJWJiYkSfPn3EJ598IlauXCkefvhhodFoPD4HfP0uE0KIbt26ic6dO4tPP/1UrF27VixatEg8/PDDjWaR33LLLcJgMIj27duL559/XqxcuVLMnj1b6HQ6cckll3jse8cddwi9Xi8efvhh8cMPP4gvvvhCdO/eXSQnJ4vc3Fxlv9GjR4v4+HjRrl078dZbb4mff/5ZrF279pw5BvefZ4UQPn9eOhwOMWbMGGE0GpXjnDVrlujYsSMzhcgvDApRiyT/QL9t2zZl22+//eb3D2ZC1PzSOnbsWI9fuuRfevr06eMRhJHX+fLLL4UQzhTk1NRUMXDgQOFwOJT9jh49KvR6faO/eO7Zs0cAEA899JDH9s8//1wA8PihSP4yX7x4sbItOztb6HQ6MWfOHI/bP/jgg6JPnz4BreNv+dhNN90kOnbsqFweN26cuOOOO0RcXJxyPuQyn5UrVyr71f4S9aW04JVXXvHYPn36dGEymTye+7rIv4jZ7XZx3333CYPBID777DOv/QoKCoROpxOLFi1StrkHhQ4fPiwkSVJKy6655hpx4YUXCiHqDjSMHj1aAGj0X0Np8v4GMO644w5hNBrrvK5r165i/PjxPt+Xu8aCQu+++64AIBYuXOhxG18ef2M/+Miv08zMTK/r7rzzTmEwGPx6LIEGhep7n0+bNk3ZNmvWLGEwGDxKQBYuXCgANPhDbH3++te/Cp1OJ7Zs2dLovlu2bBEAxPfff9/gfvWVj911110iMjJSHDt2zGP7a6+9JgAovyTKn4+pqamiqqpK2a+0tFTEx8eLcePGNXqsR48eFRqNRlx//fXKttGjR4uIiAhRWlqqbJNfV0uWLPG4/R133NFo+ZjNZhPl5eUiIiJCvPHGG8p2+Tvk//7v/zz2v/zyywUAMXfuXI/t/fv3FwMHDlQu33fffSI2NrbRx1iX+j4TunbtKvbs2dPgbW02m6iurhZdunTx+Cy/5JJLRP/+/Ru8rT+foXWVSc2fP18AEF9//bXH9pdfftnrsx2AiImJEUVFRR77BvMzvm3btuL2228XQjiDsxEREUpAT349P//880Kv13sEzGsfT2PlYwDEr7/+6rG9Z8+eYsKECQ0enywnJ8fjvJ933nnKH08a8sQTT/j03hai5rms7/te/u7LysoSOp3O631QVlYmWrdu7VHydMsttwgA4sMPP/Rar3ZQSA5e1D6X8ufge++9J4Tw7+eS3r17i8svv7zRxx6IhoJCGRkZolu3bnVeZzAYlD+IZWdnCwDixRdf9Nrviy++EAAaDJZ/++23AoDYvn17vfs09P6ZMGGCaNu2rSgpKfHYft999wmTyaS8F339LisoKBAAxLx58+o9nvrIrxX3z1whnO8/AGLDhg1CCOcfKGoH3IUQ4vjx4yIsLMzrj4gAxI8//nhOHkPtn2d9/bz83//+1+BxMihEvmL5GLVIN9xwA5KSkjzSYt966y0kJibiuuuua/T28+fPx8CBA2EymaDT6aDX6/Hjjz9iz549XvtefPHF0Gq1yuW+ffsCgFKOsG/fPpw8eRI33nijx/SKtLQ0jBgxotFj+fnnnwEAf/3rXz22X3vttR7p5IAzPbVfv34ej3v+/PmQJAl33nmnx77fffedR+mYP+v4a+zYsTh8+DCOHDkCs9mMDRs2YOLEiRgzZgxWrVoFwDk1ymg04vzzz2/SWn/5y188Lvft2xdms9mnCVRmsxmXX345Pv/8c6xcudLruQCAJUuWwGAwYOLEiXXeR4cOHXDhhRfiww8/RGFhIZYsWdJgCvO//vUvbN68udF/ak+YaGiSSkPXNYUQwmvb0qVLfXr8tV+/9anv2IP1mGqr730uv78A4J577gEA/Pvf/1a2/fOf/0SfPn1wwQUX+LXeU089hc8//xyvv/66R+mlw+GAzWZT/tntdgBA586dERcXh8ceewzz58/H7t27/Vpv2bJlGDNmDFJTUz3uf9KkSQCczb7dXXnllTCZTMrlqKgoXHrppVi3bp1yTPX56KOP4HA4PN4/t99+OyoqKrBw4UJl288//4yoqCiv9/6NN97odZ/l5eV47LHH0LlzZ+h0Ouh0OkRGRqKioqLOz/dLLrnE43KPHj0AOD/3a293L0EbOnSo0jR4yZIldU7Mcn/+bDabx/ujU6dOyms/MzMTX3zxBcLCwjB27FgcOHDA4z5eeOEF9OzZEwaDATqdDgaDAQcOHPB4PEOHDsUff/yB6dOnY8WKFSgtLfU6Hlmgn6E//fQTIiIicPXVV3tsl8tXapcNXnTRRYiLi2vwPtU8vrFjx2L16tUAgI0bN6KyshIzZsxAq1atPL6H5DKpQLVu3RpDhw71OkZfJ8e1atUKmzdvxoYNG/Dvf/8bRUVFGDNmTIOT995//308//zzePjhh3HZZZf5fKz1fd/Ln1crVqyAzWbDzTff7PFaNZlMGD16dJ0Njd1/rqiP3BS/dmngNddcg4iICOW14s/PJUOHDsX//vc/PP7441izZg2qqqoaPQ61+PN9Guh3b//+/WEwGHDnnXfi448/9ipdaojZbMaPP/6IK664AuHh4R7ncvLkyTCbzV5tDxr7LouPj0enTp3w6quvYu7cudi2bZvfJZK1z6v8mS2vsWzZMkiShJtuusnjmFu3bo1+/fp5vf7i4uJw0UUXNYtj8PXzsr73QF3fb0QNYVCIWiSj0Yi77roLX3zxBYqLi5Gfn4+vv/4a06ZNg9FobPC2c+fOxT333IPzzjsPixYtwqZNm7B582ZMnDixzh8yEhISvNYGoOwrTwxp3bq1123r2lZbfbfX6XReawPA/fffjx9//BH79u2D1WrFv//9b1x99dUet//tt9+QlZXl8cObv+v4Q+69s3r1amzYsAFWqxUXXXQRxo0bp3zxrV69GiNHjkRYWFiT1mrsfDQkLy8PK1aswPDhw+sN2H377beYNGkSwsPD672fqVOnYunSpZg7dy7CwsK8vvTdde7cGf3792/0X/v27Rs9fl8lJCTAbDbXOcWoqKgI8fHxqq3lTv6lKDU1VdnWs2dPnx5/Y+8V+by7T+iRBfMx1Vbf+9z9uJKTk3HdddfhX//6F+x2O3bs2IH169fjvvvu82utOXPm4LnnnsPzzz/vdVu5P5H8T56mFhMTg7Vr16J///74+9//jl69eiE1NRWzZs3yaTLcqVOnsHTpUo/71uv1Sn+w2sGP+p6P6upqlJeX17uOw+HAggULkJqaikGDBqG4uBjFxcUYN24cIiIiPKb8FRYWIjk5uc51arvxxhvxz3/+E9OmTcOKFSvw22+/YfPmzUhMTKzzM6L268ZgMNS73b1X1pQpU/Dhhx/i2LFjuOqqq5CUlITzzjtPCT4A8HoOP/74Y+U6uf/S4MGDMWzYMNxwww343//+h5ycHDz99NPKfjNmzMBTTz2Fyy+/HEuXLsWvv/6KzZs3o1+/fh6PZ+bMmXjttdewadMmTJo0CQkJCRg7diy2bNni9ZgD/QwtLCxE69atvX6xTUpKgk6n83pvpqSkNHh/9Qn0+MaNG4esrCwcOHAAq1evxoABA5SegatXr0ZVVRU2btzo1SuuqccnH6OvQQqdTofBgwdj5MiRmDZtGn766SccPnwYL730Up37f/TRR7jrrrtw55134tVXX/XrWOv7vpfP1alTpwAAQ4YM8Xq9Lly40Ov9Hh4e7tOUzcLCQuh0OqUHjkySJI/PS39+LnnzzTfx2GOP4fvvv8eYMWMQHx+Pyy+/3COIGgzuz5e7iooKVFdXK58VcXFxkCSp3u8owPtzxV2nTp2wevVqJCUl4d5770WnTp3QqVOnOvuC1VZYWAibzYa33nrL6zxOnjwZgO+f3fLxS5KEH3/8ERMmTMArr7yCgQMHIjExEffffz/KysoaPaa6zqG8pvvrTwiB5ORkr+PetGmT1zH7+5lyNo/B189L+b1S33ES+appf94nasbuuecevPTSS/jwww9hNpths9lw9913N3q7zz77DBdeeCHeffddj+2+fMnVRf4gr6vpaV3bGrp9mzZtlO02m63OHy5uvPFGPPbYY3j77bcxbNgw5Obmeo0ZX7RoEbp27YrevXsHvI4/2rZti65du2L16tVIT0/H4MGDERsbi7Fjx2L69On49ddfsWnTJsyZM6dJ6zRV+/btMXfuXFxxxRW48sor8c0333hkOZSUlODHH3+st6m27Morr8S9996Ll156CXfccUeDga6xY8d6ZVfU5ZZbbml0XV/16dMHALBz506cd955yvbc3FwUFBR4vC7UIoTA0qVLERERgcGDByvbO3Xq5NNf0GfNmtVgtpR8zDt37lR+yJXt3LkzKI+pLvW9z2v/QPfAAw/g008/xZIlS/DDDz8gNja2zsy0+syZMwezZ8/G7Nmz62xefOedd3pkubgHw/v06YOvvvoKQgjs2LEDCxYswDPPPIOwsDA8/vjjDa7bqlUr9O3bF88//3yd17sH/ID6nw+DwYDIyMh611m9erXyuqjrl+xNmzZh9+7d6NmzJxISEupsPFt77ZKSEixbtgyzZs3yeJwWi0X5pUxNt912G2677TZUVFRg3bp1mDVrFi655BLs378faWlpXgMPOnTo0OD9paSkoFWrVvjjjz+UbZ999hluvvlmr9HXBQUFiI2NVS7rdDrMmDEDM2bMQHFxMVavXo2///3vmDBhAo4fP95gkNtXCQkJ+PXXXyGE8PhFJy8vDzabDa1atfLY/0xl78nkpserV6/GqlWrkJGRoWx/8sknsW7dOlgsliYHhdTWtm1bpKam1tlY9qOPPlKasMtZwf6o7/tefs/J5+zbb7/1aI5cH1/XT0hIgM1mQ35+vkdgSAiB3NxcDBkyRNmvoeN0FxERgTlz5mDOnDk4deqUkjV06aWXYu/evT4dVyDkz9Pc3FyPX9TlZu/yd09YWBg6d+7s1QRe3jcsLAwdO3ZscK1Ro0Zh1KhRsNvt2LJlC9566y08+OCDSE5OxvXXX1/v7eLi4qDVajFlyhSvnwdltT9/fPkuS0tLUwL0+/fvx9dff43Zs2ejuroa8+fPb/Cx1H6tua/p/vqTJAnr16+v8w+6tbf5+/o/m8fg6+el/F6p7ziJfMVMIWqxUlJScM011+Cdd97B/Pnzcemll/qUbSFJkteH/I4dO+qcFuSLbt26ISUlBV9++aVHecCxY8ewcePGRm8vTyv4/PPPPbZ//fXXdU6qMJlMSnrx3Llz0b9/f4wcOdJjn0WLFnmlePuzjj/ZN7Jx48bhp59+8vhhvGvXrmjfvj2efvppWK3WRn8YD2Rdf40fPx4rVqzAunXrcMkll6CiokK5bunSpZAkyaukpLawsDA8/fTTuPTSS5VSofqcjfKxiRMnwmQyeQWZ5IlLl19+uWpryebMmYPdu3fjgQce8Ai0qVU+1qZNGwwdOhSfffaZR1nSpk2bsG/fPlx55ZWqP6a61Pc+rz11ZNCgQRgxYgRefvllfP7557j11lt9Lll59tlnMXv2bDz55JOYNWtWnfukpqYqmSaDBw9WAoHuJElCv3798PrrryM2Nha///67cl19mQ2XXHIJ/vzzT3Tq1Mnj/uV/tYNC3333nUcGTVlZGZYuXYpRo0Z5lN3W9sEHH0Cj0eD777/Hzz//7PHv008/BQBlyt+YMWNQVlaG//znPx738cUXX3g9XiGE1+f7+++/32gpW1NERERg0qRJeOKJJ1BdXY1du3YBgNdz11hG5okTJ1BQUOAxeaqu76v//ve/yM7Orvd+YmNjcfXVV+Pee+9FUVERjh49GviDczN27FiUl5d7TS+UJ23KQZmGBPMzPiUlBT179sSiRYuwdetW5XsoIyMD+fn5mDt3LqKjo5WAxNk4xrocPHgQJ06cQOfOnT22L1iwANOmTcNNN92E999/P6AgW33f9/Ln1YQJE6DT6XDo0KE63+/uAX5/yK+Fzz77zGP7okWLUFFRoVzv788/suTkZNx666244YYbsG/fvjqzYtVy2WWXQZIkj0w/wHl+wsLCPErNr7jiCvz0008eE+LKysrw3Xff4S9/+YvPpfparRbnnXee0ipA/uyu77UZHh6OMWPGYNu2bejbt2+d57H254+v32Wyrl274sknn0SfPn08vksaUvu8yp/Z8hqXXHIJhBDIzs6u85jr+l7z19k6Bl8/L8eMGdPgcRL5iplC1KI98MADSibERx995NNtLrnkEjz77LOYNWsWRo8ejX379uGZZ55Bhw4dGh0XWheNRoNnn30W06ZNwxVXXIE77rgDxcXFmD17tk/pnz169MBNN92EefPmQa/XY9y4cfjzzz/x2muv1ZumPX36dLzyyivYunUr3n//fY/rtm/fjkOHDnkFhfxZR/7L13vvvYeoqCiYTCZ06NChwV9qxo4di3feeQcFBQWYN2+ex/aPPvoIcXFxHj1R6hIVFYW0tDQsWbIEY8eORXx8PFq1auU16rapzj//fPz444+YOHEixo8fj+XLlyMmJgbffvstMjIyEBUV1eh9yH+Vb0y3bt0COsbdu3cr/WByc3NRWVmJb7/9FoCzJKtnz54AnD1exo4di6efflopO4mPj8eTTz6Jp556CvHx8Rg/frwSeJo2bZpyW8A5grpDhw4+ZyoVFxcrvQkqKiqwb98+fPXVV1i/fj2uvfZar2wwNX6ok7388svIyMjANddcg+nTpyMvLw+PP/44evfu7TEu+NixY+jUqRNuueUWjzIkX5/ThuTl5Snv85KSEsyaNQsmkwkzZ8702veBBx7AddddB0mSMH36dJ8e4z/+8Q88/fTTmDhxIi6++GKvPhDDhg1r8PbLli3DO++8g8svvxwdO3aEEALfffcdiouLlV+SAed5WbNmDZYuXYqUlBRERUWhW7dueOaZZ7Bq1SqMGDEC999/P7p16waz2YyjR49i+fLlmD9/Ptq2bavcj1arRUZGBmbMmAGHw4GXX34ZpaWlDWYFyr24JkyYUG9/lNdffx2ffPIJXnzxRdx88814/fXXcfPNN+P5559Hly5dsHz5cqxYscLjNtHR0bjgggvw6quvKp8ba9euxQcffOCRVaMGOUNw5MiRSElJQW5uLl588UXExMQ0GnQAnL/UyefWbrfjyJEjeOWVVwAADz74oLLfJZdcggULFqB79+7o27cvtm7dildffdXjHADApZdeit69e2Pw4MFITEzEsWPHMG/ePKSlpaFLly6qPOabb74Zb7/9Nm655RYcPXoUffr0wYYNG/DCCy9g8uTJPmXgBPszfuzYsXjrrbeUcwM4MyQ6dOiAlStX+vSLeSDff77YsWMHHnroIVx99dXo2LEjNBoNdu7ciddffx0JCQl45JFHlH2/+eYbTJ06Ff3798ddd93llSk3YMCARkvlAWfQVqfTISMjA7t27cJTTz2Ffv364dprrwUApKen45lnnsETTzyBw4cPY+LEiYiLi8OpU6fw22+/Kdk5/srIyMCECRPw2GOPobS0FCNHjsSOHTswa9YsDBgwAFOmTAHg388l5513Hi655BL07dsXcXFx2LNnDz799FMMHz5cyYTz5/vs2LFjSjbfoUOHAED5PpAzngGgV69emDp1KmbNmgWtVoshQ4Zg5cqVeO+99/Dcc895lIQ98sgj+PTTT3HxxRfjmWeegdFoxEsvvQSz2dzoH37mz5+Pn376CRdffDHat28Ps9msBMbl91ZD75833ngD559/PkaNGoV77rkH6enpKCsrw8GDB7F06VKlz5Osse+yHTt24L777sM111yDLl26wGAw4KeffsKOHTsazTgFnCW3//jHP1BeXo4hQ4Zg48aNeO655zBp0iSlt+TIkSNx55134rbbbsOWLVtwwQUXICIiAjk5OdiwYQP69OnT6B/eztVj8PXzcvz48bjgggvw6KOPoqKiAoMHD8Yvv/yi/HGEyGdnvrc10bklPT1d9OjRw+f9LRaLeOSRR0SbNm2EyWQSAwcOFN9//73X9Ax5us6rr77qdR+oYyLA+++/L7p06SIMBoPo2rWr+PDDD73us6Fjevjhh0VSUpIwmUxi2LBhIjMzU6SlpdU7lerCCy8U8fHxorKy0mP7k08+We+a/qwzb9480aFDB6HVahud8COEEKdPnxYajUZERER4jLuVp4hceeWVXrepPa1BCCFWr14tBgwYIIxGo8f0EXmaivtYaSFqpggdOXKkweOra5rOn3/+KVq3bi0GDhwojh49KkwmU52P0336WEP8nWjVEPnx1vXP/bUnH1tdEyreeOMN0bVrV2Us66xZszzOjRBC7Ny5UwAQjz/+eKPH5D5JTJIkERkZKbp16yamTJmijCYOtpUrV4phw4YJk8kk4uPjxc033+wx5UuImvdu7de0r89pXeTn+dNPPxX333+/SExMFEajUYwaNareqWAWi0UYjUYxceJEnx9fY9PqGrN3715xww03iE6dOomwsDARExMjhg4dKhYsWOCx3/bt28XIkSNFeHi4AOA1BfD+++8XHTp0EHq9XsTHx4tBgwaJJ554QpnaJD/HL7/8spgzZ45o27atMBgMYsCAAY2+FubNm9foFCV5cos8BfDEiRPiqquuEpGRkSIqKkpcddVVYuPGjV6fTfJ+cXFxIioqSkycOFH8+eefXp9x8ufG5s2bPdat73PmlltuEREREcrljz/+WIwZM0YkJycLg8EgUlNTxbXXXit27NjR4GMXwvscazQakZqaKiZNmiTWrFnjse/p06fF1KlTRVJSkggPDxfnn3++WL9+vddn5z/+8Q8xYsQI0apVK+X9PnXqVHH06NFGH1tdn6F1fV4KIURhYaG4++67RUpKitDpdCItLU3MnDnTY8S4EM7vyHvvvbfOxx+sz3ghhFiyZIkAIDIyMjy2y5Pq3nzzTa/b1PX+r+/7r77nxZfv+tzcXHHTTTeJTp06ifDwcGEwGETHjh3F3XffLbKysrzur6HPgcaeC/m53Lp1q7j00kuV980NN9zg9XkphBDff/+9GDNmjIiOjhZGo1GkpaWJq6++WqxevdrjmNzfA409/qqqKvHYY4+JtLQ0odfrRUpKirjnnnvE6dOnPfbz9eeSxx9/XAwePFjExcUJo9EoOnbsKB566CFRUFCg7OPP95n8uqrrX+3vjurqajFr1izRvn175We8ul5LQghx8OBBcfnll4vo6GgRHh4uxo4dK7Zu3dro8WRmZoorrrhCpKWlCaPRKBISEsTo0aPFf/7zH4/96nv/COH8XL799ttFmzZthF6vF4mJiWLEiBHiueeeU/bx9bvs1KlT4tZbbxXdu3cXERERIjIyUvTt21e8/vrrHhN56yK/Vnbs2CEuvPBCERYWJuLj48U999zjMflP9uGHH4rzzjtPREREiLCwMNGpUydx8803exxPfe+9c+UY6vp51tfPy+LiYnH77beL2NhYER4eLjIyMsTevXs5fYz8wqAQtWh//PGHACDefvvts30oZ9SpU6eEyWQSf/vb37yu69Gjh5gxY8ZZOKrmbeHChUKn04nCwsKzfShn1Ntvvy0iIiJEbm7u2T6UkPOf//xHABD//e9/z/ahqK6hoDkRnV31BdhCHb/PGufrH7maoqEA4plyLhwD0ZnE8jFqkQ4dOoRjx47h73//O1JSUrzGnoaqEydO4PDhw3j11Veh0WjwwAMPeO3j7whqcrr22muVlPqW5Oeff8b9999f53QnCszu3btx7NgxPPzww+jfv78yzp2IiIKH32dE1FIxKEQt0rPPPotPP/0UPXr0wDfffKPKZJXm4P3338czzzyD9PR0fP755x7TOogC8c0335ztQwg506dPxy+//IKBAwfi448/PuNTmIiIWiJ+nxFRSyUJ4dY6noiIiIiIiIiIWgSOpCciIiIiIiIiaoEYFCIiIiIiIiIiaoEYFCIiIiIiIiIiaoFaZKNph8OBkydPIioqig08iYiIiIiIiChkCCFQVlaG1NRUaDQN5wK1yKDQyZMn0a5du7N9GEREREREREREQXH8+HG0bdu2wX1aZFAoKioKgPMJio6OPstHEzir1YqVK1di/Pjx0Ov1Z/twKEh4nlsOnuuWg+e6ZeB5bjl4rlsOnuuWgee55QjVc11aWop27dopsY+GtMigkFwyFh0d3eyDQuHh4YiOjg6pFzB54nluOXiuWw6e65aB57nl4LluOXiuWwae55Yj1M+1L+1y2GiaiIiIiIiIiKgFYlCIiIiIiIiIiKgFYlCIiIiIiIiIiKgFYlCIiIiIiIiIiKgFYlCIiIiIiIiIiKgFYlCIiIiIiIiIiKgFYlCIiIiIiIiIiKgFYlCIiIiIiIiIiKgFYlCIiIiIiIiIiKgFYlCIiIiIiIiIiKgFYlCIiIiIiIiIiKgFYlCIiIiIiIiIiKgFYlCIiIiIiIiIiKgFYlCIiIiIiIiIiKgFYlCIiIiIiIiIiKgFYlCIiIiIiIiIiKgFYlCIiIiIiIiIiKgFCmpQaN26dbj00kuRmpoKSZLw/fffN3qbtWvXYtCgQTCZTOjYsSPmz5/vtc+iRYvQs2dPGI1G9OzZE4sXLw7C0RMRERERERERha6gBoUqKirQr18//POf//Rp/yNHjmDy5MkYNWoUtm3bhr///e+4//77sWjRImWfzMxMXHfddZgyZQr++OMPTJkyBddeey1+/fXXYD0MIiIiIiIiIqKQowvmnU+aNAmTJk3yef/58+ejffv2mDdvHgCgR48e2LJlC1577TVcddVVAIB58+YhIyMDM2fOBADMnDkTa9euxbx58/Dll1+q/hjOZRarHXbH2T4KIiIiIiIiImqOghoU8ldmZibGjx/vsW3ChAn44IMPYLVaodfrkZmZiYceeshrHzmQVBeLxQKLxaJcLi0tBQBYrVZYrVb1HsAZtP5AAWYt3Y1B0RImNtPHQL6RX6PN9bVKvuO5bjl4rlsGnueWg+e65eC5bhl4nluOUD3X/jyecyoolJubi+TkZI9tycnJsNlsKCgoQEpKSr375Obm1nu/L774IubMmeO1feXKlQgPD1fn4M+wzFMSjp/WoqBUgwtWrIKWLcND3qpVq872IdAZwnPdcvBctww8zy0Hz3XLwXPdMvA8txyhdq4rKyt93vecCgoBgCRJHpeFEF7b69qn9jZ3M2fOxIwZM5TLpaWlaNeuHcaPH4/o6Gg1DvuMm+AQWPbCTyi32JHWbxj6tos/24dEQWK1WrFq1SpkZGRAr9ef7cOhIOK5bjl4rlsGnueWg+e65eC5bhl4nluOUD3XcnWUL86poFDr1q29Mn7y8vKg0+mQkJDQ4D61s4fcGY1GGI1Gr+16vb7Znng9gB4p0dh89DSOFFkwqGPzfBzku+b8eiX/8Fy3HDzXLQPPc8vBc91y8Fy3DDzPLUeonWt/Hss5VXQ0fPhwr7StlStXYvDgwcqDqm+fESNGnLHjPFe0jQsDAOQUV53lIyEiIiIiIiKi5iaomULl5eU4ePCgcvnIkSPYvn074uPj0b59e8ycORPZ2dn45JNPAAB33303/vnPf2LGjBm44447kJmZiQ8++MBjqtgDDzyACy64AC+//DIuu+wyLFmyBKtXr8aGDRuC+VDOSakxJgBAdon5LB8JERERERERETU3Qc0U2rJlCwYMGIABAwYAAGbMmIEBAwbg6aefBgDk5OQgKytL2b9Dhw5Yvnw51qxZg/79++PZZ5/Fm2++qYyjB4ARI0bgq6++wkcffYS+fftiwYIFWLhwIc4777xgPpRzUmKUsySusLz6LB8JERERERERETU3Qc0UuvDCC5VG0XVZsGCB17bRo0fj999/b/B+r776alx99dVNPbxmLy7MWVJ3upJBISIiIiIiIiLyzznVU4j8ExfhDAoVV1rP8pEQERERERERUXPDoFAzFhtmAAAUVzEoRERERERERET+YVCoGYsNr8kUaqhMj4iIiIiIiIioNgaFmrE4V1DI5hAos9jO8tEQERERERERUXPCoFAzZtJrYdA4M4SKK1hCRkRERERERES+Y1ComQt3zY8r4gQyIiIiIiIiIvIDg0LNnBwUKmWzaSIiIiIiIiLyA4NCzZxR6/xvBXsKEREREREREZEfGBRq5kxaZ0+hcgaFiIiIiIiIiMgPDAo1c8wUIiIiIiIiIqJAMCjUzBldZ7Ci2n52D4SIiIiIiIiImhUGhZo5kytTiOVjREREREREROQPBoWaOZaPEREREREREVEgGBRq5thomoiIiIiIiIgCwaBQMydnCpWbGRQiIiIiIiIiIt8xKNTMyT2FKqoZFCIiIiIiIiIi3zEo1MwpmUIWTh8jIiIiIiIiIt8xKNTMmdhomoiIiIiIiIgCwKBQM2dwNZquZFCIiIiIiIiIiPzAoFAzp3edQbPNcXYPhIiIiIiIiIiaFQaFmjmDHBSysqcQEREREREREfmOQaFmTg4KVVntEEKc3YMhIiIiIiIiomaDQaFmTi4fEwKotrOEjIiIiIiIiIh8w6BQM2dwO4PmagaFiIiIiIiIiMg3DAo1c1oNoNVIAJwlZEREREREREREvmBQKASYXDVkbDZNRERERERERL5iUCgEhOm1AJgpRERERERERES+Y1AoBJh0zBQiIiIiIiIiIv8wKBQCTMwUIiIiIiIiIiI/MSgUAuSgEDOFiIiIiIiIiMhXDAqFgJpG0xxJT0RERERERES+YVAoBCjlY9XMFCIiIiIiIiIi3zAoFALk6WNmG4NCREREREREROQbBoVCgFw+xkwhIiIiIiIiIvIVg0IhQC4fs9jYU4iIiIiIiIiIfMOgUAhgTyEiIiIiIiIi8heDQiHApHOVj3EkPRERERERERH5iEGhEKA0mmZQiIiIiIiIiIh8xKBQCDAZmClERERERERERP5hUCgEmHSuRtNWNpomIiIiIiIiIt8wKBQClEbTzBQiIiIiIiIiIh8xKBQCTHrnaWRPISIiIiIiIiLyFYNCIUBuNF3JkfRERERERERE5CMGhUKA0TWSvtrGnkJERERERERE5BsGhUKAwRUUstiYKUREREREREREvmFQKATIQaFqOzOFiIiIiIiIiMg3DAqFAIOW5WNERERERERE5B8GhUKAUSkfY1CIiIiIiIiIiHzDoFAIMLDRNBERERERERH5iUGhEMBMISIiIiIiIiLyF4NCIUDOFLI7BGxsNk1EREREREREPmBQKATImUIAJ5ARERERERERkW8YFAoB8vQxgH2FiIiIiIiIiMg3DAqFAJ1WA61GAsC+QkRERERERETkGwaFQoScLcRMISIiIiIiIiLyxRkJCr3zzjvo0KEDTCYTBg0ahPXr19e776233gpJkrz+9erVS9lnwYIFde5jNpvPxMM5Jxn18gQy+1k+EiIiIiIiIiJqDoIeFFq4cCEefPBBPPHEE9i2bRtGjRqFSZMmISsrq87933jjDeTk5Cj/jh8/jvj4eFxzzTUe+0VHR3vsl5OTA5PJFOyHc86SM4VYPkZEREREREREvgh6UGju3LmYOnUqpk2bhh49emDevHlo164d3n333Tr3j4mJQevWrZV/W7ZswenTp3Hbbbd57CdJksd+rVu3DvZDOafJY+lZPkZEREREREREvtAF886rq6uxdetWPP744x7bx48fj40bN/p0Hx988AHGjRuHtLQ0j+3l5eVIS0uD3W5H//798eyzz2LAgAF13ofFYoHFYlEul5aWAgCsViusVqs/D+mcIh+71WpVMoUqzNXN+jGRN/fzTKGN57rl4LluGXieWw6e65aD57pl4HluOUL1XPvzeCQhhAjWgZw8eRJt2rTBL7/8ghEjRijbX3jhBXz88cfYt29fg7fPyclBu3bt8MUXX+Daa69Vtm/atAkHDx5Enz59UFpaijfeeAPLly/HH3/8gS5dunjdz+zZszFnzhyv7V988QXCw8Ob8AjPHa/8oUV2pYR7etjRPTZop5SIiIiIiIiIzmGVlZW48cYbUVJSgujo6Ab3DWqmkEySJI/LQgivbXVZsGABYmNjcfnll3tsHzZsGIYNG6ZcHjlyJAYOHIi33noLb775ptf9zJw5EzNmzFAul5aWol27dhg/fnyjT9C5zGq1YtWqVcjIyMCHx39HdmUJ+g0YhLE9ks72oZGK3M+zXq8/24dDQcRz3XLwXLcMPM8tB891y8Fz3TLwPLccoXqu5eooXwQ1KNSqVStotVrk5uZ6bM/Ly0NycnKDtxVC4MMPP8SUKVNgMBga3Fej0WDIkCE4cOBAndcbjUYYjUav7Xq9PiROvF6vh1GvBQDYoQmJx0TeQuX1So3juW45eK5bBp7nloPnuuXguW4ZeJ5bjlA71/48lqA2mjYYDBg0aBBWrVrlsX3VqlUe5WR1Wbt2LQ4ePIipU6c2uo4QAtu3b0dKSkqTjrc5M+o4kp6IiIiIiIiIfBf08rEZM2ZgypQpGDx4MIYPH4733nsPWVlZuPvuuwE4S7uys7PxySefeNzugw8+wHnnnYfevXt73eecOXMwbNgwdOnSBaWlpXjzzTexfft2vP3228F+OOcs4xmcPmax2bH16GkM7RAPnTboA+yIiIiIiIiIKAiCHhS67rrrUFhYiGeeeQY5OTno3bs3li9frkwTy8nJQVZWlsdtSkpKsGjRIrzxxht13mdxcTHuvPNO5ObmIiYmBgMGDMC6deswdOjQYD+cc5ZR5ywfs5yBoNBDC7dj+c5cXD2oLV67pl/Q1yMiIiIiIiIi9Z2RRtPTp0/H9OnT67xuwYIFXttiYmJQWVlZ7/29/vrreP3119U6vJBgOEOZQmVmK5bvdPaI+nbrCTx/RW8lIEVEREREREREzQdrf0KEwVXGVW0PblBoX26Zx+X9ueVBXY+IiIiIiIiIgoNBoRBh1LsaTVuD22j6WKFnBtfB/LJ69iQiIiIiIiKicxmDQiFCzhSyBDlT6FiRZ1CodpCIiIiIiIiIiJoHBoVCRE2mUHCDQlmFFQBqehidKrUEdT0iIiIiIiIiCg4GhUKEQets9hzsnkLHT1cBAIamxwMA8krNQV2PiIiIiIiIiIKDQaEQcaYyhQrKnZlBfdrGAABOlTEoRERERERERNQcMSgUIs7U9LGi8moAQI+UaABAbgnLx4iIiIiIiIiaIwaFQsSZmD5msdlRZrEBAHqmRAEACisssAY5EEVERERERERE6mNQKESciUyh0xVWAIBWIyE9IQIaCRACKKqoDtqaRERERERERBQcDAqFCHkaWDCzduTgT1y4HjqtBtFhegBASZU1aGsSERERERERUXAwKBQi5Ewhq00EbQ05KBQfYQAAxLqCQsWVDAoRERERERERNTcMCoUI/RkoHyuscDaVloNCMeHO/zJTiIiIiIiIiKj5YVAoROhd5WPVtuAFheSMoLjw2plC7ClERERERERE1NwwKBQi9FoJQHB7CpWZnUGhaJMzGBQbzp5CRERERERERM0Vg0IhQukpFNSgkHMcfZRJB4A9hYiIiIiIiIiaMwaFQoReCQoFr9F0qRIUcgaDYuSgUBXLx4iIiIiIiIiaGwaFQoQ8kj6Yjabl8jE5U0huNM1MISIiIiIiIqLmh0GhEKE/C+Vj0a7/ytuJiIiIiIiIqPlgUChEKD2Fgjh9rCZTyFk2Fml0BoUqLAwKERERERERETU3DAqFCL3OOX0suOVjzuCPnCEU4QoKlTMoRERERERERNTsMCgUItwbTQsRnGbTZbUaTctBoYpqBoWIiIiIiIiImhsGhUKEHBQCgjeBrHajabl8rJw9hYiIiIiIiIiaHQaFQoTBIyikfgmZ3SFQUW0HUBMUijBqAQAVFrvq6xERERERERFRcDEoFCLkkfRAcIJClW4lYnLZmJwpVG13oDqIDa6JiIiIiIiISH0MCoUIrUaCxtlrOijNpqtcWUIaCTC6AlBycAjgBDIiIiIiIiKi5oZBoRDi3mxabZWuoFC4QQdJkpT15AwlTiAjIiIiIiIial4YFAohcl+hYJRyyRPGwgxaj+1RnEBGRERERERE1CwxKBRC9Do5Uyh45WMRtYJCylh6ZgoRERERERERNSsMCoUQvdZZ1hWMTCG5fCzMoPPYLgeFyjmBjIiIiIiIiKhZYVAohBiCmClU01PIM1MoUhlLz0whIiIiIiIiouaEQaEQEtxG086gT+2gUE2mEINCRERERERERM0Jg0IhxKA985lC7ClERERERERE1DwxKBRC5Eyh6iA2mg6v1VMo0sCgEBEREREREVFzxKBQCDkzjabrKx9jo2kiIiIiIiKi5oRBoRCiD2r5mKunkJ6NpomIiIiIiIhCAYNCIeSMTB8z1j2SnkEhIiIiIiIiouaFQaEQojSatgVj+ljdjablcjKzjeVjRERERERERM0Jg0IhJJiNpusbSW9ylZPJjaiJiIiIiIiIqHlgUCiE6M9A+VhYrZ5C8uUqK4NCRERERERERM0Jg0IhRJ4+FoygkJwJFFGrp5CcOcRMISIiIiIiIqLmhUGhECL3FArKSHqrs3ys9kh6ZgoRERERERERNU8MCoWQmp5CQWg0bXE1mq5VPmYyMChERERERERE1BwxKBRC5KBQUEfSGzzLx5RMoWr11yQiIiIiIiKi4GFQKIQY5EbTwSgfq264fMzMTCEiIiIiIiKiZoVBoRBiCGKjabPVeZ9eQSHX5cpqG4RQv2yNiIiIiIiIiIKDQaEQEqyeQnaHQLUr0GTSeb5k5KCQQ0DZh4iIiIiIiIjOfQwKhRC9Ljg9hdynmZn0dZePAYCZfYWIiIiIiIiImg0GhUKIPkgj6d37BdUOCum1Gug0zrI1TiAjIiIiIiIiaj4YFAohweopZLY5gz16rQStKwDkTplAxqAQERERERERUbPBoFAICdZIernJtFGnrfN6k0EeSx/8oJDFZkdWYWXQ1yEiIiIiIiIKdQwKhRB5JL3ajabl8jGTvu6XS7gcFLLaVF23NpvdgSvf2YgLXv0Zn/96LKhrEREREREREYU6BoVCiJIpFKSeQvVlCinlY0FuNL3xUCF2nSwFAPx73eGgrkVEREREREQU6hgUCiHBLh+rL1PIdIZ6Cm3LKlb+/2hhJXJKqoK6HhEREREREVEoY1AohBh0wW00XXvymOxMNZrenVPicXlXdmlQ1yMiIiIiIiIKZQwKhRA5U8iicvmYRckUqico5OopZA5yo+ndOc4gUEKEAQBwtLAiqOsRERERERERhbIzEhR655130KFDB5hMJgwaNAjr16+vd981a9ZAkiSvf3v37vXYb9GiRejZsyeMRiN69uyJxYsXB/thnPOCVT5msTXcaPpMZApV2xw4cdpZLjauRzIAIKuIU8iIiIiIiIiIAhX0oNDChQvx4IMP4oknnsC2bdswatQoTJo0CVlZWQ3ebt++fcjJyVH+denSRbkuMzMT1113HaZMmYI//vgDU6ZMwbXXXotff/012A/nnFYTFArS9LH6Gk27MoUqg5gpdKrUDCEAo06DAe1jATj7ChERERERERFRYIIeFJo7dy6mTp2KadOmoUePHpg3bx7atWuHd999t8HbJSUloXXr1so/rbYmIDFv3jxkZGRg5syZ6N69O2bOnImxY8di3rx5QX405zajLriNpo1nMVPoZLEzSyglxoT0VhEAgGMsHyMiIiIiIiIKmC6Yd15dXY2tW7fi8ccf99g+fvx4bNy4scHbDhgwAGazGT179sSTTz6JMWPGKNdlZmbioYce8th/woQJ9QaFLBYLLBaLcrm01Nmbxmq1wmq1+vOQzinyscv/lYQzKFNtc6j6uCos1QAAg0aq835diUKoMFcH7fk8XuQMALWONiIxwvmyPVVqRnV1NSRJCsqa54ra55lCF891y8Fz3TLwPLccPNctB891y8Dz3HKE6rn25/EENShUUFAAu92O5ORkj+3JycnIzc2t8zYpKSl47733MGjQIFgsFnz66acYO3Ys1qxZgwsuuAAAkJub69d9vvjii5gzZ47X9pUrVyI8PDyQh3ZOWbVqFQAgrwoAdKg0W7B8+XLV7n/ncQmAFnk52Vi+/LjX9cezNAA02H/oCJYvP6Tauu7WZDuPwV5WiN9/WQNAB7PVge+W/g9hQX0Vnzvk80yhj+e65eC5bhl4nlsOnuuWg+e6ZeB5bjlC7VxXVvreauWM/DpdO5NDCFFvdke3bt3QrVs35fLw4cNx/PhxvPbaa0pQyN/7nDlzJmbMmKFcLi0tRbt27TB+/HhER0f7/XjOFVarFatWrUJGRgb0ej2On67E89s3ABotJk+eoNo6u1ceAE4cQZdO6Zg8ubvX9cfWHsbK7INo3aYdJk/updq67rYs2wNkHcegnp1weUYXzPnjJ5RbbBgwfDQ6JkYEZc1zRe3zTKGL57rl4LluGXieWw6e65aD57pl4HluOUL1XMvVUb4IalCoVatW0Gq1Xhk8eXl5Xpk+DRk2bBg+++wz5XLr1q39uk+j0Qij0ei1Xa/Xh8SJlx9HuOsxWu1C1cflaimEcGPdz1e4UR+Udd0VVdkAAEnRYdDr9UiKMqLcYsNpsz0kzqEvQuX1So3juW45eK5bBp7nloPnuuXguW4ZeJ5bjlA71/48lqA2mjYYDBg0aJBXKtaqVaswYsQIn+9n27ZtSElJUS4PHz7c6z5Xrlzp132GIp3WmSllcwgIod4EMrOt4eljcoNri03dBtfuisqdfY0SIg0AgMQoZwAsv8xS722IiIiIiIiIqH5BLx+bMWMGpkyZgsGDB2P48OF47733kJWVhbvvvhuAs7QrOzsbn3zyCQDnZLH09HT06tUL1dXV+Oyzz7Bo0SIsWrRIuc8HHngAF1xwAV5++WVcdtllWLJkCVavXo0NGzYE++Gc0/SamhifzSGg16rTgFkZSV/P9DGja/qYOYjTx05XOoNCceGeQaE8BoWIiIiIiIiIAhL0oNB1112HwsJCPPPMM8jJyUHv3r2xfPlypKWlAQBycnKQlZWl7F9dXY1HHnkE2dnZCAsLQ69evfDf//4XkydPVvYZMWIEvvrqKzz55JN46qmn0KlTJyxcuBDnnXdesB/OOU2vqwkCWe0O6LXqJIJZXPVjJv3ZyxQqrHAGheIjnEGhVpHOoFBBOYNCRERERERERIE4I42mp0+fjunTp9d53YIFCzwuP/roo3j00Ucbvc+rr74aV199tRqHFzJ0bplCVruK5WOuDCA5+FObKciZQkIInK7wLB+TM4ZKqkJrdCARERERERHRmRLUnkJ0ZrmXi9ns6mXtKD2FzlKmUKnZBpvDGeSSg0Gx4c7GWSWVDAoRERERERERBYJBoRAiSRJ0GmdgSN1MIbl8rJ6eQq4G1MEKChW5soQiDFolMBUT5gwKFVdVB2VNIiIiIiIiolDHoFCIkSeQWdXMFJLLx+rJFJKDRcEqHyt2NZmOdWUJAUCMK1OomJlCRERERERERAFhUCjEyBPI5HIrNcgZQPWPpA9uplCp2QYAiHZlBwFArOv/2VOIiIiIiIiIKDAMCoUYvau/T3AyheprNB3cTKEyszPwE22q6YsuZw2xpxARERERERFRYBgUCjE1PYXUCwpVuzKA6ps+JpeVBS1TqMqZKRRl8s4UKrPYVH2sRERERERERC0Fg0IhRq91lY+p2GjaogSF6ukp5AoWVdsccKhYtiZTMoXCajKF3EvJSllCRkREREREROQ3BoVCjD4IjaZ9zRQCgOogZO2UKuVjNYEgrUZClKucrJhBISIiIiIiIiK/MSgUYnRauaeQmplCzl5BhvqCQm7bLVb1g0JlcqNpt55CABDLCWREREREREREAWNQKMTIPYVsDnWCMza7A3JFWH2ZQnqtBlrXumab+s2m5fIw955CABAbZvC4noiIiIiIiIh8x6BQiDGoPH3MvRysvkwhoCZgFNRMobB6MoWqqlVfk4iIiIiIiCjUMSgUYmqmj6lTPuYe5DFo63+5mFx9hYKSKWSuO1NIbjbN8jEiIiIiIiIi/zEoFGJ0Kk8fkzOFtBpJue+6nJFModpBIVePoXLX9URERERERETkOwaFQoxBq3L5mGvyWENZQoBbUCioPYU8y8cija6gkIVBISIiIiIiIiJ/MSgUYnQqj6RvbPKYTCkfC2pPIc9MoUij83IZg0JEREREREREfmNQKMToNK7yMYdKPYVcmUL1TR6TBStTyO4QStCn9kj6SJaPEREREREREQWMQaEQY9CpmymklI81FhQKUqaQe2lY7UbTUSwfIyIiIiIiIgoYg0IhRs4UUm362FnOFCpzTR4z6jRegSlmChEREREREREFjkGhEKNXpo+pnSmkbXA/o+t6OYiklgqLM8gkN5V2x0bTRERERERERIFjUCjE6FVuNO1r+ZhJ77zebFU3U6ii2hnwCTd6B6WUTCEGhYiIiIiIiIj8xqBQiKmZPnamy8eCkylU6coUijB4ZwqxpxARERERERFR4BgUCjFK+ZhDpUwhuzMo01hQKOiZQoYGMoXOUE+hcosNeWXmM7IWERERERERUbAxKBRi5KCQWplCSvmY9ixlCrmCQhF19BSSt1XbHao3uK7txOlKjH7lZ4x86Sf8crAgqGsRERERERERnQkMCoUYnUbdnkJK+Zi+sZH0ruljqo+kr798zH1bsLOFPs08hsKKaljtAm/+eCCoaxERERERERGdCQwKhZia6WNnNlPI5MoUMqucsVNpqb/RtFYjIcJVVhbsvkLrD9RkB/2edRpV1cHNTCIiIiIiIiIKNgaFQoza08csPk4fC1amUEV1/ZlCQE1fobIgZgoVV1Zjd04pAGcmltUusPXY6aCtR0RERERERHQmMCgUYnQq9xSqmT7mnanjzuQKGp3JTCEAiDwDE8j25ZYBANrFh2FSnxQAwM7skqCtR0RERERERHQmMCgUYmoaTas0fcznTCFXo+kznimkBxDcnkKH8isAAJ0SI9E5MRIAcDi/PGjrEREREREREZ0JDAqFGLl8TK2R9PJUr8aCQvJIerWngDU0fQwAos5AptAhVwCoU2IkOiZGAAAOF1QEbT0iIiIiIiKiM4FBoRCj0wRnJL2xsUwhXZAyhVzBHrmhdG3hru2VQWz8XFdQ6BAzhYiIiIiIiKiZY1AoxKjdaNrn8jFdcDKFKlwj6cPryRSqCQoFL1Mo+3QVAKB9fDg6tHIGhYorrSipsgZtTSIiIiIiIqJgY1AoxKg9kt7i40h6gxIUUjdTSCkfqy9TyBUsCmamUE6JGQCQEmtCuEGH2HC9a3tV0NYkIiIiIiIiCjYGhUKMLkiZQnIj6frIQaNqldaVyY2mw+tpNB3uOq6KIGUKlZmtSr+ilBiT679hAICcYnNQ1iQiIiIiIiI6ExgUCjGqTx9z3Y/R10whlXsKySPpI+oZSa9kClmCkykkZwnFhOmVwFSqKzh0kplCRERERERE1IwxKBRiaqaPqVU+5gy2GPW+NZpWO1NIztKpN1MoyI2mldIxVyAIcJaRAcwUIiIiIiIiouaNQaEQE6zpY772FKpWsaeQEEIJ9kTW02g6IsiNpk+5gkKt3YNCcvlYCYNCRERERERE1HwxKBRiVC8fO4vTx6rtDiXjKayeRtNhhuA2mi6osAAAEiKMyrbEKOf/F5RbgrImERERERER0ZnAoFCIUcrHVAoKydPE5PKw+hiDkClU5RboCa8nKBTsTKGi8moAQEKkQdmWGOkMChVWMChEREREREREzReDQiFGpw1S+VgjmULy9Q6hXkCqyuoMCum1kpIBVVtYkHsKFVa4gkIRNUEhOUBU6AoYERERERERETVHDAqFGL3KI+ktfgaF3G/TVHKmkElff5ZShDG45WNyUCjeIyjkyhQqr4YQ6gTfiIiIiIiIiM40BoVCjJxRo970Mbl8rJGgkFsmj1olZHKmUFgDQSH5uqCVj8k9hdzKx+SsoWq7A6Xm4KxLREREREREFGwMCoUYnUbdTKFqV+PoxjKFdFoNtK611RpLb5aDQvX0EwLcMoUsQcoUknsKuTWaNum1yjS0QjabJiIiIiIiomaKQaEQo/r0MbtvI+nd97FY1Sofc95PQ5lCcgPqSqtd9VIuIUSd5WOAW1+hCvYVIiIiIiIiouaJQaEQo5SPqdBoWghRUz6mb/ylIu9TbVcna0cuH2uop5AcFLI7hGq9jGQV1XalFM69fAyoKSFjphARERERERE1VwwKhRidPJLeIZqcOeO8D+f/G7UNj6QH3DKFzmBPoXCDrmZ/lZtNy+Pow/Raj3WAmmbTBZxARkRERERERM0Ug0Ihxn10e1PH0rs3jG6sp5D7Pmo1mja7gjzhDfQU0mokpQl2hcrNpgtcTaZrl44BQCu3CWREREREREREzRGDQiFGHkkPADZH04IzFj+DQnJwRq1MIXmimKmBoBDg1ldI5Uyh0/X0EwLcyscqWD5GREREREREzRODQiEmGJlCOo2kTBZriEGn9bhdU1VZG280DdSUkKkdFCqutAIAYsP1XtfJ2+R9iIiIiIiIiJobBoVCjM4teNPUCWTy7X3JEnLfT72gUOM9hQC3TCGLuuVjpWZnwCc6zDsoFOPaVlLFoBARERERERE1TwwKhRhJkpTAUFMnkMnj6PU+jKMH1C8fM8tBocbKx4zByRSSAz4xdQSFYsOd5WPFZyAoJITAziIJW4+dDvpaRERERERE1HIwKBSC5CCOWplC/gaFVBtJX934SHoACHddr3ajaTkoFG2qv3yspDL4jabnrzuC9/dpcf37m7FyV27Q1yMiIiIiIqKWgUGhECSPpW9qUEguAzNoG+8n5Nzv7JSPRRid16s9kr7BTCHXtmBnCtnsDny6KUu5/P6GI0Fdj4iIiIiIiFoOBoVCkJzZY3M0rXxMyRTysaeQUa9u+VhNUKjh9cNcjaYrVA4KlVY5M4/qCgrFhNf0FHI08XluyG9HipDvNvZ+89Ei5JWag7YeERERERERtRwMCoUgvWqZQs5gh8HH8jG1M4XM1b71FIowyJlCKjealsvHwnRe18mBIiGAMrO667rbfNTZR2hQKwd6pUZBCODXI0VBW4+IiIiIiIhaDgaFQpBOI/cUUilTyNegkMqNpuVMocZ6CslBI7UzhRoqHzPqtMrUs2BOINt23BkUSo8U6N82FgCw40Rx0NYjIiIiIiKiloNBoRAkZwrZVOop5HP5mM4ZJFG/fKyxTCHX9LEgjaSvKygEuPcVCl6z6Z0nSgAAaZECfdpEAwD+OF4StPWIiIiIiIio5TgjQaF33nkHHTp0gMlkwqBBg7B+/fp69/3uu++QkZGBxMREREdHY/jw4VixYoXHPgsWLIAkSV7/zGb2WgFqMnuqVZo+5nOjaZ3KjaZdmT/hBu/yLXdyppAcRFJLQ5lCABAjj6WvDE6mUFFFNQornAGn1uFAr1RnUGjfqTIIEbw+RkRERERERNQyBD0otHDhQjz44IN44oknsG3bNowaNQqTJk1CVlZWnfuvW7cOGRkZWL58ObZu3YoxY8bg0ksvxbZt2zz2i46ORk5Ojsc/k8kU7IfTLOjkRtNNLB+rDrB8TPXpY4ZGGk3r5aCQOusCzoBYpSsoVddIegCIcfUaCtYEssP55QCAlBgTjFogPSEckuQMVsnBIiIiIiIiIqJANZyCoYK5c+di6tSpmDZtGgBg3rx5WLFiBd599128+OKLXvvPmzfP4/ILL7yAJUuWYOnSpRgwYICyXZIktG7d2qdjsFgssFgsyuXS0lIAgNVqhdUa3JHiwSQfe+3HIFd7maub9vjM1c7b6jWST/ejk5xBqKomriuTM4V0kmjw/uQ+1JUW9c5nYXnN6yVM5/0cA0C0yfn2KSqrCsrraH+u83WaHh8GoBxaONAmxoQTxWbszylBTHqc6mvS2VXfe5pCD891y8Dz3HLwXLccPNctA89zyxGq59qfxxPUoFB1dTW2bt2Kxx9/3GP7+PHjsXHjRp/uw+FwoKysDPHx8R7by8vLkZaWBrvdjv79++PZZ5/1CBq5e/HFFzFnzhyv7StXrkR4eLiPj+bctWrVKo/L5aVaABI2/bYFVYcCzxb6/ZQEQIuigjwsX7680f2PZDv3P3w0C8uXHw14XVlZpfNx/LZxA46G1b/fvnznusdzTvl0nL7IqwIAHUxagRU//K/u4yvQANDgtz92Ia7wT1XWdffjMef96yoLATjPc6Rwblvy8ybkJ7OELFTVfk9T6OK5bhl4nlsOnuuWg+e6ZeB5bjlC7VxXVlb6vG9Qg0IFBQWw2+1ITk722J6cnIzc3Fyf7uMf//gHKioqcO211yrbunfvjgULFqBPnz4oLS3FG2+8gZEjR+KPP/5Aly5dvO5j5syZmDFjhnK5tLQU7dq1w/jx4xEdHR3gozv7rFYrVq1ahYyMDOj1NSVOn+dsxpGy0+jXfwAm9/Etm6ouhZuygMN70TY1BZMn92t0/1Mbj2FZ1j4kpaRi8uS+Aa8re+S3VQAEJoy7CCkx9ZcG6nafwqcH/0BkTDwmTx7a5HUBYPvxYmD7b4iPDMPkyRfUuc+OH/YhM+8YUtp3xOSJ3VRZ193Kr3cAJ3MxrG8XoHwfMjIysMVxEHt/PY7YNp0xebz3a52at/re0xR6eK5bBp7nloPnuuXguW4ZeJ5bjlA913J1lC+CXj4GOEu93AkhvLbV5csvv8Ts2bOxZMkSJCUlKduHDRuGYcOGKZdHjhyJgQMH4q233sKbb77pdT9GoxFGo9Fru16vD4kTX/txGFxTwISkadLjc8B5jox6rU/3E+ZqCG21o8nPq9XugNXVEyk63Njg/UWGOc+t2epQ7XyaXT2ro8Pqf43EhjvXrahWb113p0qdJWzt4iMgyp3Padv4CABAbpklJF67VLdQ+WyixvFctww8zy0Hz3XLwXPdMvA8txyhdq79eSxBbTTdqlUraLVar6ygvLw8r+yh2hYuXIipU6fi66+/xrhx4xrcV6PRYMiQIThw4ECTjzkUyCPpmzp9zN9G0/JI+qauCwBmt0lipkZG0suNps0qTh8rNzvH20ca64+bRrl6CpW59lVbTolzml5rtyyp1FhnHd3J4qqgrElEREREREQtR1CDQgaDAYMGDfKqz1u1ahVGjBhR7+2+/PJL3Hrrrfjiiy9w8cUXN7qOEALbt29HSkpKk485FKg1fcxqc95enirWGDWnj8mTxyQJMDayfs30MfWCQmUWV1DI1FBQyBl9LTWr35TM7hDILXUGhdxL59rEyUEhs+prEhERERERUcsS9PKxGTNmYMqUKRg8eDCGDx+O9957D1lZWbj77rsBOPv9ZGdn45NPPgHgDAjdfPPNeOONNzBs2DAlyygsLAwxMTEAgDlz5mDYsGHo0qULSktL8eabb2L79u14++23g/1wmgU5U8jmaFpwxhrgSHqLrenBGXO1c+0wvbbRUkN5ZL2aQaGznSmUV2aG3SGg00hIjKwpfWzjyhTKLTXDZncoAUAiIiIiIiIifwU9KHTdddehsLAQzzzzDHJyctC7d28sX74caWlpAICcnBxkZWUp+//rX/+CzWbDvffei3vvvVfZfsstt2DBggUAgOLiYtx5553Izc1FTEwMBgwYgHXr1mHoUHWaDDd3chCnqRk7chmYr5lCxiBkCoU1UjoG1JSXySPs1VDhyhSK8iFTqCwImUJyJlBytAlaTU1QLDHSCL1WgtUukFdmUcrJiIiIiIiIiPx1RhpNT58+HdOnT6/zOjnQI1uzZk2j9/f666/j9ddfV+HIQpNO4yofczStfEwO7siZR42pyRRSLyjUWD8hoCZwZLE54HAIaDS+HW9Dyl1BoQhD45lCpUHIFJJ7BqXGek5d02gkpMSEIauoEtnFVQwKERERERERUcBYexKClPKxJjZ89rt8TM5QUqHRtJz1E27wISjkto9ZhdI1wLeeQjFhwcsUyi2R+wl5B33kQFH2aTabJiIiIiIiosAxKBSClPKxpjaa9rd8TM7Ysao3fcyXTCGTrmYftUrI/OkpZLY6lOdKLXllcvmY0eu61tEmj32IiIiIiIiIAsGgUAjSqZYp5Jo+dhYyhWqCQo2vrdFISj8jtZpNl/vQU8g9YKR2s+mC8moAQKtI76BQkisolF9mUXXN+pw4XalqvyYiIiIiIiI6NzAoFILkTCH1egqd+ZH0cl8io67xTCGgpoTMrFZQSMkU0te7j06rUcrb1C4hKyh3BnzqCgrJ08jyzkBQ6Lllu3H+yz9jzGtrkF3McjUiIiIiIqJQwqBQCJJ7Cqk1fczXoJBRzZH0fmQKATXNpquq1SnjKvehpxAQvLH0chZQq6g6gkKubcHOFNp/qgwf/HIEAJBbasabqw8EdT0iIiIiIiI6sxgUCkE108fUajTt2zQvNUfS+50pJAeFVC4fa6inEFAzlr60Su1MIbl8zOB1XVLUmckU+vK3LAhRk620eFs2SoPQVJuIiIiIiIjODgaFQlDN9LEz22ha3s8hmt7PSM4UMvqYKWQ6S0Gh6CCMpbc7BIoqnAGfxLrKx85AppAQAj/uyQMAPH9Fb3RsFYFquwMbDxYEbU0iIiIiIiI6sxgUCkF6lRo+W23+NZp2z+qxNDFbKNCeQqpPH2u0fEz9sfSnK6vhEIAkAfER3plCclCopMqqSqleXY4XVSGrqBJ6rYTzO7fC6G6JAIC1+/ODsh4RERERERGdeQwKhSCd3Gi6iZlCFj97CrlnFDW1hCzQnkJqNJq22OxKQK3x8jH1ewrJTabjwg3KuXQXE6ZXAnXByhbadvw0AKBnagwijDqM6NQKAPD7seKgrEdERERERERnHoNCIcggl481taeQPH3Mx/IxrUaCVuNqct3ELCV/M4XULB8rdwvw+NpTSNWgUFn9/YQAQJKkoJeQ/XG8BADQv20MAKCf678H8spQYVG3qTYRERERERGdHQwKhSA5u6TaplJPIR8zhQC3CWTWM5wppGL5mNxPKNygVYJc9anpKaRe+VhD4+hliUFuNv3nSWdQqE/bWABAUrQJqTEmOATwZ3ZJUNYkIiIiIiKiM4tBoRCk06iUKaQ0mvZt+phzX7mfUdOCM/5mCoWrmSnkY5NpwL18TL2gUGGFM1Oorn5CsgTXdadd+6rtcH45AKBbcpSyrUdKNADnqHoiIiIiIiJq/hgUCkFyYKbp08ect/e1pxBQk1XU1EbTgWYKqdFTyNcm00BwyseKK52Bnrjw+oNCcsCoMAhBoeLKahSUO++3Y2KEsr1zUiQA4GBeueprEhERERER0ZnHoFAI0mnUmT4mB3b8CQrJI+TP9PQxpaeQiuVj/mUKqRcUOq0EhfT17iMHhYqCEBQ65MoSSo0xIcLtOVCCQvkMChEREREREYUCBoVCkE5uNN3UkfR+Th8DajKFztb0sTNdPibvU65i8+XTlc5StFgfMoWCEhTKqwAAdHIFgWRyUOjAKQaFiIiIiIiIQgGDQiFIDsxYm1w+Jmfr+BEUcmX2NDUo5G+mUJjBeYxqBIXkrB+fgkIm9YNCSvlYxNnNFOqU6BkUkoNEeWUWlFSp10OJiIiIiIiIzg4GhUKQnClkPRuZQjqVyscCzRRSoXysIoBMITXHtJ+uOLuZQkcKnJlC7v2EACDapEdytHPq2SGWkBERERERETV7DAqFILmnkM0ReKaQwyHcGk37Pn1Mzio605lCJhXLxypcgaUIf8rHzlKj6WAEhU6crgIAtIsL97ouLcEZKDpeVKn6urXllFTh683HkVUY/LWIiIiIiIhaosZ/66VmR69CTyGr2zh7vR/lY0aVRtIHOn1MjUyhSlfWT7ih8YCUEhSqtkEIAUnyPYBWH7mnUEONphMinBk7hRWWJq9X24nTziBMm7gwr+vaxYXjtyNFQQ8K5ZaYcfGbG1BUUY0IgxZL7huJzklRQV2TiIiIiIiopWGmUAjSq9BTyP22hkBG0lvPcE8hvXoj6eVMoXCD7z2FhAAqVQhIma12JdupwfKxSINrfwcqq9XLUio1W1HqynpqE+sdFGof78weOl5UpdqadXlh+R4lC6qi2o7Z/9kd1PWIiIiIiIhaIgaFQpAaPYWsbuVfgYykr25iP6OzOX2syhVkiTA2HpAK02uhcSUHqdFXqNiVJaTVSIg21R+UijBolQCcmiVk2a7SsbhwfZ3lc+3inYGi46eDlymUX2bB//7MAQC8+9eB0EjAhoMF7GNERERERESkMgaFQpAcxGlKTyE5oKTVSNBqfC+JUm8kvZ89hQzq9xQK86F8TJIkJXiixgSy065+QrFh+gZL0SRJCkpfIbmfUNs6+gkBQDtXplBWEMvHVu85BatdoF/bGEzqk4ILuyUBAL7flh20NYmIiIiIiFoiBoVCkFI+1oTAjFy+5U+TaUCd6WNCCFhsgU4fa1owCoBSjhXhQ/kY4NZXSM2gUAP9hGRyUKhQ1UwhZ7CnbR39hICa8rGcEnOTelY1ZP2BfADARd2TAQCTercGAPy8Ly8o6xEREREREbVUDAqFIJ0rs8e9WbS/AhlHD9Rk9jQlKGS1C8hJTmejp1Cl0lPIt7XVDAoVK02m6+8nJEtw9RUqKlc/U6iufkIAkBhphEGngd0hkFNiVm1dmd0h8MvBQgDAqK6tAACjuyUCAP7MLkVBufqNtYmIiIiIiFoqBoVCkFI+pkKjaX+aTAM1mUJNKR+Ts4SAmh5FjQlzKx8TIvDHDQCVFt8bTQM1o+vVGEtfkynUeFBIDhzJt1FDbqkz0JNST1BIo5GQGmMCgKAEhfbklKKkyoookw5928QAAJKiTOiSFAkA2JZVrPqaRERERERELRWDQiFIGUnvEAEHSORMIYMf4+jd929KUMjsNrnM6OP6JlemkN0hmjR1DQAqXOVj4T40mgaAKFdD6AoVpoAV+zCOXhaM8rG8UmcmTnK0sd59WitBIfUnkP1xohgA0L9dLHRuAckB7WMBAL9nnVZ9TSIiIiIiopaKQaEQ5P7LdKABkuqAy8fknkKBl3HJtzXqNA02W3Ynl48BTW82XeUqH/O1p5C8nxqZQsWurJ+4iMYzheSgULGKmUKnypzZP8nRpnr3SY1xZhEFI1Poz+xSAEBvV5aQbGD7OADANgaFiIiIiIiIVMOgUAhybw5tC7CvUHUTG02rkSnka5YQ4DxOeUpaU/sKKZlCvvYUMsk9hZrez+i0K1MoJqzxTCG5GbWcXdRUQgiccpWPJUfVHxRSMoWK1c8U+jO7BADQp1ZQaIArKPTH8ZKgNbgmIiIiIiJqaRgUCkE6TdMzhQJtNK2MpG/CL+41k8d8C8oAzhHtNRPIAg/O2B1CCUr532i66cGZ0irnffgyfUwOHKnVU6jUbFMee1ID5WNyvyG1M4WqbQ7syy0DAPRO9QwKdU6KRJheiyqrHceKKlVdtzaHQ+Drzccxa8mf2HqsKKhrERERERERnU0MCoUg9+wea4DBmUB7ChldgRmLVYVMIR+bTMvkIFJTysfcbys3kG6MHBSqUCFTqMQVFIo2NR4UkhtNq5UplOfKEooJ0zcYkEtxlZbJTanVcrigHNV2B6JMOrSL92x0rdVI6JLsbDa93xU4CpaXf9iLRxftwMeZx3Dtvzbhl4MFQV2PiIiIiIjobGFQKARJkqSMpQ90Alm1LbDpY0Y1M4V8HEcvCzM4125KUKjSNVZeknwvX5ODR2Uq9BQqdd1H9FkoHzvlQ5NpoKZ87GSxukGhQ3kVAIBOiZF19pLqlhwFANgbxKDQ7pOleG/9YQBAWkI47A6Bvy/eGXBwlYiIiIiI6FzGoFCI0rmyhZqaKeR3+ZgaI+kDzBSSy8fMTSgfq3BrMu1rk2u5p1CFRYWgkJIp1HiWkpIpVKVO+ZjST6iBJtMAkOoqHysotzTpPNd2OL8cgDMoVJdurZ1Bof2nghcUen/DYQgBXNwnBf97YBRaRRpwrLASy3acDNqaREREREREZwuDQiFKDuYEGhRSGk2fhZH0AWcKqVA+Vulnk2kAiHSNri9XIyhk9r3RdIwrU8hsdTS5uTZQM3ksqYEm0wAQF65XzvMpFUvIDslBoaSIOq/v6soU2hekoFC5xYb/7sgBAEwb1QHhBh1uHp4OAPjqt+NBWZOIiIiIiOhsYlAoRMlBIZujaY2mDX5OH1NjJP3Z7ClU6coU8icopIykb2JQyOEQyn34Uj4WZdQpE9fUKCHL87F8TJIkpMgTyFRsNn0o31k+1rFV3ZlC3V2ZQkcLKlQJgtW2fn8+LDYHOrSKQP92sQCAqwe1BQD8drQI+WUW1dckIiIiIiI6mxgUClFyT6Ez3WjaoASFzkZPoaZPH5NLwMINvjWZBtQrHysz2yBcMbwoH8rHJElCrCt4pEYJWW6Jb+VjANyCQuqMpRdCKOVjnevJFEqMMiI2XA+HAA7mlauyrrvVe/IAAGO7Jymlg6mxYejTJgZCAD/vzVN9TSIiIiIiorOJQaEQVVM+FmCjadftzsZIejlTyJ+R9IBbT6GmTB+TewoZ/SkfUydTSC4dM+k1MPoYEJObTZ+uaHqmkFw+1limkHMfZ1BIzi5q8tqlFlRU26HVSGgfX3dQSJIkdElyZhHJpWZqcTgE1uxzBn0u6pHkcd1Y1+XVe06puiYREREREdHZxqBQiJLH0tvOUqPppoyklzOFfJ3+JZODQpUqNJoO8ydTSKWgkD/j6GWxrmbTJSpkChWUOwM8iVGNB4WSXPuo1VNIzhJKiw9vMDutQytnwOhIQYUq68oO5ZejsKIaJr0Gg9PiPa67qLszKJR5qBD2AMsxfXW0sAKfHdBg2qe/Y9VuBqGIiIiIiCi4GBQKUbqmZgrZAgsKyRkuamQKGf3MFDIZ5EyhwNeWG01H+NVouqZ8TIjAgwb+NJmWyeVjp1XoKVRY7gwstYr0I1NIpT47RwqdQZ70VnVnCcnk64+qHBTafPQ0AGBAuzivoFSv1BhEGnUos9iwN7dU1XXdnThdiev+/Rs2F2iwdn8B7vhkC77ZwgbXREREREQUPAwKhSi5p5DN0cSeQn42mlZz+ligmULqNJr2v6eQQzRt7dIq35tMy+RMoaY2mq6stimPPcGHoJCcTZRXpk6m0MliZ2+itnFhDe7XIcGVKVRYqcq6si1HiwAAQ9LjvK7TaiQMTHNu33ykSNV13c3+z24UVViRGi5wWb8UAMCs/+xSnhsiIiIiIiK1MSgUouTgTMAj6QNsNG1UISh0NnsKVVr8H0kfptfCFYNDuTnwErJSpXzM94CU3FOouLJp5WNylpBRp/EpS0oeW69WplD2aWfgIzW24aBQsDKFthxzZgoNSo+v8/qhrmCRnFGkts1Hi7B6zynoNBJu6WLHK1f2xpD0OFRW2/HOmoNBWZOIiIiIiIhBoRBVM30swJH0tgAbTaswkj7gTCE1po/JmUJ+NJqWJAkRKvQVksvH/MkUilOCQk3LFMp39RNqFWlUJm81JMnVjFqtRtMni50ZR20aCwq5MoVKqqw4XdH0PkqAM6CWVeTMPOrfNrbOfYa4gkW/HS1qUolgfT7JPAYAuHJAKlqHAxqNhBkZ3QAA3249odpjJSIiIiIicsegUIiSewrZAg0KBdhoWg7kOETgTa4DzRQyqVg+FuFH+RigTrPp0gAaTcfI5WNNbDRd00/I4NP+cqPpcotN6cPUFNnFvmUKhRm0aO3qZyT3IWqq3SedfYLaxYchJrzu575fu1jotRLyyyw4cVrdcq7Ccgt++DMHAHDj0HbK9mEd49G7TTTMVgcW/X5C1TXr43CIoAS9iIiIiIjo3MSgUIgyaJtYPmYLrHzMff9Am01bXGufnZ5C/pePASoFhVylZ/40mpYzhZraaLrQlSnkSz8hwPl45eeoqdlCNrsDua4pZo31FAJqJpCpVUK2yxUU6pUSU+8+Jr0W3VpHAQB2Zpeosq5s5e5TsNoFereJRq/UaGW7JEm4bkh7AMD327NVXbM2s9WOWUv+RK9ZK9Br1gq8sHxPk0pAiYiIiIioeWBQKETptHL5WFNH0vvZaNotsyjQXyrlnkB+9xQyaDxuH4gKi/+NpgHUlI+p0VMozI+eQmGukfRNDAoVKOVjvmUKSZKkZAs1ta9QXpkFdoeAXish0YegVLrKY+l3nXQGedwDMnXp08YZNFI7KPTDn7kAgEm9U7yuu7hPCnQaCX9ml+JgXrmq68ocDoF7P/8dH2ceQ5XVjspqO95bdxgzvt7OrCEiIiIiohDHoFCI0mlc5WOOAEfSK9PH/HuJ6LQaaF39jCwBBoWanCnUhJ5CVVbXSHo/egoBQJSrOXRFE0qplJ5CfpSPxSqZQk0rHytwlY/5mikE1DSbPlXatAlkculYSkwYNJrGg5AdWoUDUDMo5MoUatNwUKi3Kyj0p4pBoTKzFRsPFQAAJvZu7XV9fIQB53dpBQBYuTtXtXXdfbk5Cz/uzYNRp8G/bx6Md/46EDqNhGU7cvD5r1lBWZOIiIiIiM4NDAqFKINOpUwhPwMzQE0g6UxnCqnRU0jOFArzc225B1FTMoVKqvxvNK1MH6uyNimro9DVyDghwrdMIQBIjFYnU+ik0k/I5NP+crPpoyr0FKqqtuNQvjMDp1dq/eVjQE2m0J/ZJapl0Gw6XASrXSA9IRydEiPr3Gdsj2QAwM9781RZ012p2YqX/7cXAPD4pO7I6JmMyX1S8Pik7gCA11bua3IWGhERERERnbsYFApRcqZQoNPH5ICOv42mAfcJZM23p5BcDuarSJPcUyjwtUurnGv7lynkDOJU2xxNetwFrsBOYpTvmULJylj6pmUKyY2b28SG+7S/XD52rLCyycGZA3llcAhnMCypkcferXUUdBoJpyutSnZTU/1y0JklJGcD1eWi7kkAgK3HTqs+heyLX7NQarahc1Ikbh6ermy/dUQ6uiVHobjSivfWH1J1zdoKyi2Y/Z9dmDhvHa77Vyb+88dJlq0REREREZ0hDAqFKLmnUKATwORgkr/lY0DTx9JbAu4p5Nzf3ITyMXn6WKCNpitUGEnvT6PpCINW6fvUlLH0hRWuRtMRfpSPuTKF8pvYaFrOFGrjY6ZQ+3hn8KjMbGtyg+0Dp5xZQl2SIyFJDZeuGXVadE12NptWq4RMDgqN7FR/UKhNbBi6t46CQwBr9+ersi7gDCR+9MsRAMCdF3RUyj4BZxnoQxldAQCf/5rVpJLMhhzOL8dl//wFCzYexd7cMvx6pAj3f7kNj367A44AS1+JiIiIiMh3DAqFKL1KPYUCyRSSM3wCLR9TMoX0ZyNTyDWS3t9MITVH0vvRaFqSJMS4mk03pa9QTU8h38vH5MyaU03MFJKzbtr4MHkMcAYLU2KcAaSmlpAddJWOdU6qu3SrNjWbTeeVmnEgrxySBAzvlNDgvmNc2ULrDqgXFFq5OxenSi1IijLisv6pXtdn9ExG+/hwFFdasej3E6qtKyszWzHt4y3ILq5CekI43v3rQDwwtgu0GgnfbD2Bl1fsVX1NIiIiIiLyxKBQiNK7egoFGpiRewr5O5Le/TZN7imkOxs9hZxBHb97CjUxKGSzO1DhCkj5Uz4G1IylD7T3i83uUAJKrQJoNN3UkfQ1PYV8CwoBNdlCWYWVTVpbnujVJSnKp/17t5X7CpU2aV0AyDxc6LzP1BilDLA+cibRxoOFqpVWLf7dOeb+msFtYazjvabVSLhtZDoA4NPMY6qXdL2wfC8OF1QgNcaEb+8ZgUl9UvBQRle8dk1fAMC/1h7GehWDYHXZfrwYj377B65+dyPu/fx3rNiVy9I1IiIiImpRGBQKUTXTx87sSHrArdF0gKVrAWcKyeVjVkdApSd2h1DWDrinUICNpkvdbidPMvOVe7PpQJyutEIIQJJqAky+SFKh0bQQAtlKTyHfg0JqNZs+lOdfplDPFOeEst05TQ8KbcsqBgAMTo9rdN/B6XEwaDXILTWrMnWtsNyilKJdMaBtvftdObAtDDoN9p0qU6a0qeHP7BJ8tdk52Wzudf09gpFXDGiLm4a1BwA89f2fAZehNkQIgVdX7MUV7/yCr7ecwJZjp/HfnTm469OtmPbxliZl/BERERERNScMCoUovdJTqGmNpgPpKSSXj1msZzZTyD27J5Am15Vu4+T97ynk3D/QkfRy6ViEQQudn8+5nGUSaPlYQbkzqBMXbvBrbbnRdEmVVTln/iqtsikZUv5kCqW5xtIfa0KmkMVmV4JKvgaFeqREQZKA/DJLkxts/551GgAwsH3jQSGTXouBabEAgI2HCpu0LgD8d2cObA6Bvm1jGnzsMWF6ZPR0Tj/7dqt6JWQv/W8vhAD+0i8Vwzp6l849PqkHEqOMOFpYiQW/HFVtXdlz/92Dt38+BCGAy/un4s0bBuCuCzrCoNPgx715+Ov7v3p8HgTD7pxSrM6W8NIP+/DRL0dwvKhpWW9ERERERIFgUChE6ZuYrSM3mg5kJL1cinKmM4XcG1MHEqSQ+wlpJP8nn0UanRk2ZQFnCvnfZFoW67pNoI2mC8vl0jHf+wkBzt5HcqlgfoDZQieKK5W1/WksnhYvTyALPGvmaEElHAKIMuoanTwmCzfo0ME1/Wx3EzJnzFa7cvsB7WN9us0IVwlZpgpBoZW7TgEALu3r3UuotqsHOTOJlmzPDrgk1N3+U2XYcLAAGgn424Rude4TadThsYndAQD//Pmg8v5QwzdbjuODDc4G269c1Rfzrh+Av/RLxczJPfDt3cMRF67HH8eLcf+X24LS7DqvzIxpH2/GZe9swtIsLT745RjmLN2N0a/+jMe+3aHqYyUiIiIiagyDQiFKzvhoaqZQU0bSB/ILpNXugN31i5i/mUJajaSsHUhfIaXJtEHX6CSq2iLkTKEAy06UcfSBBIXk8rEAM4UCmTwGOJtcy8GUQLNmThY7b+dPlhAApCU0PVNI7ifU2YfJY+56pTr7CjWlhGxndglsDoGkKKPPZXMjXM2oMw8XNilYUWq2YpOrn9E4VxZQQ0Z1boWkKCNOV1qxZl9ewOvKPt54FICzkXU7V2+oulw5oA26JEWizGxTLVsop6QKTy/ZBQB4cFwXXDukncf1fdvG4v1bBsOo02D1njy8v+GwKuvKdp8sxeQ31mP1njxoNRL6xDkwdWQahndMgEMAC7ccx8VvrsdhVwN0tdnsDny/LRvTPt6CkS/9hIHPrsKlb23AKz/sxVEVyhKJiIiIqPlhUChE6V3jpZvaU6gpI+kDCQq5l335mykENG0CmRzQCTf6F4wCgChXplCgvUjk7AB/m0wDNeVjgWYKyVk+/kwekylBoQCbTWefdgZ1UmMCCwoVVlSjLMDMigN5ZQCAzom+lY7J5L5CTemx8/sxZ+nYgPaxPgek+raNRbhBi6KKauw7VRbw2mv35cPmEOiUGKFkPTVEp9XgL/2cGUVLtp8MeF3AWWr4navB9S0j0hvcV6OR8H9juwAAPthwJODz7O7F5XtRZbVjUFoc7r+oS537DEqLx+y/9AIAvLpiH3aeaPqkOQDYdbIEN76/CQXl1eiWHIWl04djWncHHp/YDV/eOQxf3zUc7eLDcLyoClfPz8SfKky4c7flaBHGz1uHBxdux+o9p5BdXIWiimrszC7BO2sOYezctXjy+52qPM91KTNbsWR7NmZ+twNTPvgVUz74FY99uwNf/paFoorAJycSERERUdOckaDQO++8gw4dOsBkMmHQoEFYv359g/uvXbsWgwYNgslkQseOHTF//nyvfRYtWoSePXvCaDSiZ8+eWLx4cbAOv1nSK4GZwDIKaqaP+d9oWukpFECDWPeyL39LuAC3oFB14JlC4Qb/Gj0Dbo2mAwwKlQQwjl4mZwqdDrR8rML/yWOy5GjXBLIAy8dOljgzhXwdRy+LMumREOEMYgWaLXTQzybTsl6pzqDQniYEheQm0770E5IZdBoMSY8HAPxysCDgtX/c4ywd8yVLSHb5gDYAgNV7TjUpaPDt1hOostrRNTkSw+voJVTbxX1S0CkxAiVVVnySeSzgdQFg89Ei/OePk5AkYM5fekGjqf+z7foh7TCxV2tY7QIPfb094J5ZsvwyC6Yu2ILiSiv6t4vF13cPR5dkz9fd0A7xWDx9JPq0iUFRRTVu+fA3VTKGhBB4++eDuPZfmTicX4H4CAMeGNsF39w9HMvvH4U3ru+PC7omwu4Q+GxTFibOW4+tx4qavK6soNyC55btxpDnV+OBr7bjy9+OY/2BAqw/UICFW45j5nc7MfT51Xjwq204mBd4sLM+pyuq8fWW45jx9XZc+tYGjH71Z4x+9Wdc969MzP7PLqzclRvU/lFCCJRWO4PImw4XYlvWaRwrrFAyYomIiIjONv9/A/XTwoUL8eCDD+Kdd97ByJEj8a9//QuTJk3C7t270b59e6/9jxw5gsmTJ+OOO+7AZ599hl9++QXTp09HYmIirrrqKgBAZmYmrrvuOjz77LO44oorsHjxYlx77bXYsGEDzjvvvGA/pGZB18RMITXKxwJp9izfxqDT+F3CBQAmV3ZRYD2FXJlCfjaZBmrKx8otNggh/D52udF0IJlCca5MoZKqAMvHXI2m/e0pBNRkCp0qDax8LDuAcfSytIRwFFZU41hhJXq3ifH79so4+mQ/M4VcQaEjhRWosNj8nlQnhKhpMp3me1AIcJaQrd2fj8xDhZg2qqNftwWc5UM/73NOHRvXw/egUK/UaHRKjMCh/Ar88GcurhncrvEb1eJwCHyaeRQAcPPwdJ/eI1qNhP+7qAseXLgd768/jNtGpgcUtLU7BGb/x1k2dv2Qdo2+XiRJwotX9sHWrNM4mFeO11bsw5OX9PR7XcD5nP/fl78jt9SMTokR+GTqUESb9LBavYNrrSKN+OKO83DDvzfhz+xSTPngNyy6ZwRax5gCXvupJbvw5W/OSW9XDmyD2X/p5fE50zM1Gpf1b4PMQ4V4dNEfOF5Uhevf24RnLuuNG4Z6f0f7SgiBpTty8PSSP5Usxo6JEcjomYwuSVGQ4Jwe+PO+PPyZXYrvt5/Ekj9O4soBbfHw+K4BfSa425dbhrd/Poj/7sypMwBzrLASvx4pwoKNRxFh0OKSvqm4bmg7DGjne/ZefU5XVGP5nzlYtz8fW4+dRkG5Dti6yWMfg1aDHilRGN6pFc7v3ApDOsQp/fiawu4Q2H2yFNtPFONwfjmOF1WizGyD2WqHSa9FTJgeqbFh6JIcia7JUeiREo1IPz/DGuJwCGQXV+FAXhnySi0wW+2otjsQptci0qRDQoQR7ePDkRobpvysoCaz1Y7CimpUVdtQVe2AgIBJr4VJp0VchB6RRv/Lw/0lhIDdIWBzOKDXaBoMQBMREZ0Lgh4Umjt3LqZOnYpp06YBAObNm4cVK1bg3XffxYsvvui1//z589G+fXvMmzcPANCjRw9s2bIFr732mhIUmjdvHjIyMjBz5kwAwMyZM7F27VrMmzcPX375pdd9WiwWWCw1mQylpc6/8Fut1jp/MG8u5GOv6zFo4PwhuNpqD+gxyk2iJeHw+/byz3nmapvfty2vdJ4nk04T0HGbXIuXVVX7fftS19phev/XNrkesxBASYXZ70BBsauvT6RR67V2Q+cZACINzh84T1f4/5gBIN/VDyjGpPP79gkRzl8uc0uqAlr7hGviUuuoun9Jbkj7uDD8nlWMw3mlsFpb+XVbu0PgsKuHSlqcya+1Y4waJEcZcarMgj9PnMZAHxtFy04WVyGvzAKdRkL3pHCPtRs71+elO9fadKQQVWaL35Pqfj1ShJIqK+LC9eiTEunX4760bwrm/XgQi7edwOX9Wvu1LgCs2Z+Po4WViDLpcEnvJJ/XntCjFdrHhyGrqAqfbjyC20em+732wi0nsOtkKaJMOjxwUSef1o40SHj+sp6487Nt+OCXI7iwawLO6xDv99ov/bAPmw4XIcKgxds39EeY1vO7p/axmLTA+zcNwPXvb8bRwkpM+WATvpg6VMkI9JXFasdD3+zEqj15kCRg1iU98Neh7epcEwAGt4/Gf6YPx98X78L/dp3CzO92Yld2Mf4+qZvffxwoLLdg1tI9WLHb2YOqe+so/G18F4zqnOD1C/n9Yzpi18lSvL3mMFbtycOi309g2Y6TuHV4Gu66IB1RfgbK/8wuxTtrnfcl6946CmO7J6JXSjQSIg2wOwROFlfh9+PFWHegECdOV2HhluNYuOU4ureOwo1D2+LSvil+BUsqLDas3puPpTty8MvBQtjcAlESBBIijYg26WCxOVBQXg2LzYE/TpTgjxMlmL/2EMINWozoGI/RXRMxumsrpPgYCLQ7BPbklGHj4UL8dvQ0th4r9jtjtUNCOHqmRqNnShR6uf4r/7GhPkII5JZacDCvHPvzynHA9e9gXoWSddsQjQSkxpjQoVUE0ltFoENCODq0ikCHVuFIiTbVG0gxW+3ILTXjZLEZ2cVVOHHajBOnq3CiuArZp6twqpGs1XCDFomRRiRFG5EcZUTrGBNaRxuRHF3z30ijFgadFgatBKtdwGy1o9Jqx+kKK/LLLcgrs6CgzIL88moUVlTjdIXzvwXl1Siu1OKBzFXKepIEhOu1CDdoEWnUISpMhxiTHjFhzn/RYTrnf016xLpd1mmca1vtDlTbHSg121BSaUVxlRXFlVaUVDn/lVucEzwrq22osNhRZbVDAqCRJGg0EnQaCRFGLaKMOkSZ9Ig06RBl1CHSqEO4QYsIoxYRBuf/hxm0kAA4hIBDAAKAudqOimrnGhUWOyosNlRU21BVbYfZ6oDZ5vqv1Q6LzQFJcgbztZIErWt9g04Do04Lg1YDg855WX5+DTqNa7sGRp1GuQwAZpsDFmvNOhbXf6ttzufFZheotjtgtTtgtQs4hFDW1Gs10Gkk6LQSdFqNcy2tBnrln3MfvU5StkkAbA4Bm+v+5P+3OYTS79L5/wLVNhtOnNBgxVfbYRfO96EkSR5r6jWu58B1LPLzotE4/3Crce2vcV3nEAI2ZV1nUNHuWk8OMtocAsJ1blxvRM/LrvcWJAkayfk6cF50Xpbkba7tyj4S3LY5LyuvA9caHpfhfb18DK7lAbju13VZcrsM5bigHF/N7WrI9yuvqazjulyzj/vnraS89+TjkS9Itbe7re1+G/l+7Q4Hjh3T4Pdlu6HRaiGEcx3351v4kPRZVxy6vlCxmkFrUevgGjrulp676nDYcTxLg9+W7oJG4/kHmkcyOgf0B8lzgT8/50ui9itGRdXV1QgPD8c333yDK664Qtn+wAMPYPv27Vi7dq3XbS644AIMGDAAb7zxhrJNzgSqrKyEXq9H+/bt8dBDD+Ghhx5S9nn99dcxb948HDvmXWIwe/ZszJkzx2v7F198gfDw+hudNme/nJLw9WEt+sQ5MK27fxk7QgAPbnK++J8dZEO0nwkkXx/W4JdTGkxsa8ekdv69vLIrgFd26BCtF3h2sP/ZPq/v1OJouYRp3ezoE+/f2r/mSfjikBY9Yh24u4f/z9mMTVo4IOGZQTbE+PmcfXNYgw2nNJjQ1oHJ7fxbW37OovQCzwXwnM3dqcWxAJ+zTXkSvjykRfcYB+7p6X9m2FNbtCi1Snikjw3t/EvYwQ/HJfzvhBbDkhy4oZN/a+dXAc9t10EvCbxynh3+/iH3X3s02F2swdUd7BjV2r/n7PcCCR8f0KJdhMAjff07Xw4BPLFZi0q7hId625Ae5dfNsfioBmtyNBia6MBfO/v3nBWYgWe36SBBYM4gu9+v8fl7NNhTrMGFKQ5cke7f2vLrLFov8PRAO/xpN1ZpA57bpkWFTcIV6XZcmOLf+frykAab8jSINwo81s8Okx/JHNsKJCw44LzBbV3t6J/g+9qFZuCNP7UosUroECUwvYcdviYxWuzA+/s02F+igU4SuLmLA/18XFsIYFW2hOXHNRBwrn1rFztifaguFQLYXijhmyMaVNgkaCSBCW0cyGgj4Etc6VgZsOSYFofKnG/ICJ3A+LYOnJ8s0FBSiRDAoVJg9UnnawxwBmL6JQhktHGgbQOts4QADpcBm/I02FYgwSqcaxu1AoNbCQxPcqBNBOr8jDDbgQMlEn4vkLDztASro2anNuEC/RMc6Bwt0C4SHq9ZhwCKLMDhMgn7iyXsK5FQavVcIDVcoEesQNsIgUSTQJjOeQyVNqDYIuFkJXC8QsLBEgmVds/bmrQCHaIEWocBrUwC4Trn+laH8/YFZgmnqoCTlRKKq+v+8Is3OteONwIGjStAYAfKrUC+WUK+GbDY676tVhJICgPiDAJGLaCVgGqH8/al1RIKzVCe57roJYEIPWDUOte2CcBqB6rsQIXNhwxDSSi3BZyP2+oAqh3q/bJFREQtwwuDbYjwv5DjnFBZWYkbb7wRJSUliI6ObnDfoIa9CgoKYLfbkZzsWaaQnJyM3NzcOm+Tm5tb5/42mw0FBQVISUmpd5/67nPmzJmYMWOGcrm0tBTt2rXD+PHjG32CzmVWqxWrVq1CRkYG9HrPV2vl79n4+vAuxCcmYfLkgf7dr90BbFoNAJg8IcPviVjblu/FL6eykNahMyaPr7uZa723PV4M7PgN0ZHhmDx5lF+3BYCvTm3B0fIi9OzbH5P7pvh126Jfs4BDe5HWJgWTJ/fze+1Zf/yEkiobho4cjU6JjTfwdbf6mx3AqVwM6tMDk0ekeVzX0HkGgJwSM17ZsQ5mhwaTJo33+68Mr+5ZB8CMjAuG+531EnWgAF8e+h3CFI3Jk0f4dVuLzYEHMp2vs2suHof4CP+iDNY/cvC/b3fCEZ6AyZOH+HXbH/fmAdu3o3NyNC65eLhftwWAvYYD2L32CDTx7TF5ci+/bvv78r3AgSxc2CcNkyd397iusXMNAMtLtmPVnjxoWnfH5NG+l5AJITB33i8AKjFl7ABM7OV7+Zjsv4W/4fesYpiTeuGGWq/ThhwtrMCezF8gScCT11+AtAamjtVlnM2BtfM24GSJGWWJvXHTeb6XNT23fC8qbFnolBiB528d7nfWyyizDZe+vRHZxWb87kjHc5f6VkZ24FQ5Zr73KwA77jg/HY9O6OpxvS/n+ryRZbjh/c04UmbDstOt8e5f+zd6/KVVVtzx2TbsLylGuEGL+X/t71P/JncXA7h0bx4e+fZPHCmzYd7eMLx4eS+M7ZFU721OlZoxZ9lerDrgyg5KjsTLV/VWGrP76m4h8NO+fLy68gAO5Vdg8VEttpSE4c5RHTCuR6LS+0zOVPl5Xz4WbcvGjhPODGCN5Mxqu+uCDujiR7+w/4OzWf/i7Sfx5W/HcaSwEr+ckvDLKQ3iwvXolRqN1BgTtBoJJVVWHCuqxN7cco/StLT4cFzatzUu6ZuifAf4cp4dDoE9uWVYs78Aa/fnY/uJEpyslHCy0rfP8gijFuelx2NYx3gMTY9D99ZR0PoY6S6sqMbunFLsPlmGXSdLsTunDMeKKlFkkVBkafg+tBoJ6Qnh6JIUiS5JEa7/RiItIbzB16kQAvnlztLfo4UVOFxQiaMFFThSWImsokpY7UBxA9XQ4QYtWkeb0DbOhLZxYWgTG4Z2rv+2jQtDXLi+zu/Bymob8suqkVdmwalSM06VWZBbYsapUgtyS83ILXVmAdVVbqiRnP37kiKNaBVlRGKUEYmRBrSKNCI+woD4CD1ijBrs2LIJYy8cDZNRD60kodrucGbYVNtQbrGhtMqGkiqrM/Onqibjp7TKhhKzFaVVzmwghwM12SxajZJBFBumR2x4TaZRpCvTJ8KoRYRRp/RVtDucmTNWu0BFtQ1l5pp/5RabK+PHmflTWW1X/gGARlOTYWLUaxFhcN63+3/DDFqY9FqE6Z1ZQCa9M9NHuNaW/1ld2TzVNkfNf221Lrv+a3HbDkC5X5Ne6yoB1MCkd2YS6XW1Mn60GmgkKGvaHA4l66baVpPtI2cVyf9fbRew2pz/7xDO51yn0TizfeSsH41G2a51bdNA4MihA+jRrRuMBh20GglCeGYaKdk9ruNwCNd/HQJ2IT9HzmwUuwPQagCt+9puWUZyppFOIymvbSXjxS0LR86akTtHONyyfJTrhGs/JSPMOyNIANC6ZRB5ZBRB8sow0rgyftyzeeTsHrjWqNnuyuypddn9dlKtzB7PLKNal932kTOG5HQH4fH/NelMdWUZyeu7f3IIhwNHjh5Fh/R0aLU1f5Vx/3hp7JO2rj/H1JeOIerc2z9C1D4+zyNs8NhbcNzcYXfgyJEj6NChAzS1vr8uuaAjwgJoLXIukKujfHFGcqFqfzk31nOlrv1rb/fnPo1GI4xG7z9z6vX6en9Ia07qehwmV5qbQ8Dvx2gVNann4SYj9Hr/3ggmg3M9WwBr24XzjWjSawM6N3J6n9Xh/9pm18OONAX2uog06lFSZYPF7v/aZRbnD2OxEcZ6b1vf67VVtPN1b7ULVAsNIv1McSxy9ftIjgn3+7hT452/+OSXV/t925OlzvItk16DpJhwv4NZnZKcaTJZRVV+r320yFky1yU5KqBz3adtHIAj2JNb7vft/3D98jo4Pd7vcw0A53dJxKo9edh09DT+b5zvax/MK8exokoYtBqM6dEaer3/H/9XDGiD37OKsXRHLu4c3dnn232x2TlxbEy3JHRO9r//k14P3HNhJzy1ZBf+vf4o/jqsg0/9SA6cKsNnvx4HAMy6tBfCTf43U4/X6/HqNf1w479/xcItJzCxTwrGdKs/OAIAJZVWTP9yOyqr7RjRKQGPTepRb6lfQ+e6V9t4fHjrENz0wa9Ye6AA07/8A2/fOLDe8tSswkrc+ekW7M0tQ7RJhwW3D/Wrmbm7iX3aoEdqLO794nf8mV2Ku7/Yjgu7JeKuCzphaId4JehwOL8cX/6WhU83HYPZ6oBOI2H6mM64b0zngHvGTOzTBuN6puCbrScwd9V+HD9dhaf+sxtP/cfZ+yzKpEdJldVjaplBp8E1g9rijlEdke7DVL26JMbocefozrjjgk7IPFSIz3/Nwpp9eThdacWGg4V13qZ9fDjG9kjC5f3boG/bmHo/xxr7eaN/WgL6pyXgwYxuKKqoxrr9+dh4qACH8ytwrKgSlRYbrA6BmDA9EiON6JociR4p0RjSIR5928T4XUoqax2rR+vYCFzUo+aPKKVmK3afLMWf2SUoKK9WevRFmZyBifSECKS3Cke7+PCA+yC1iTegTXwkRtT6u5HN7kB2cRVKqqyucigbDFotwgwahBt0SIkxISas7qBPY2L0esREhKFzA9WvQgiPIIVeq0GYXgu9Vmp0TavVihM7gZS4iJD42ZLqZ7VasbxqPyaP6shzHcKsViuWLz+MyZO68zyHOOe5PoTJE7qF1Ln257EENSjUqlUraLVarwyevLw8r0wfWevWrevcX6fTISEhocF96rvPlkincf6AKE8R84f7KHm91v8fvJoykt7smlhmCmAcPQCYDE2ZPhZ4o2kASv+JQCaQNaXRdJheC4NOg2qbA6crqv3qg1Hl9tfB+AAaTSdHOfteFFVUw2Kz+/ULQvZpZ5PpNrFhAf2An57g/MUvt9SsNFH11YFTgU0ek8nZD/tOlcFqd/icfWK22rHrZAkA/yaPuRvZ2fk5uOXoab8e92rX1LFhnRICbix7cd9UzFm6GzuzS3Awr9yn56/CYsO3W04AaHwMfUOuGdwOb/50ECdLzFi87QSuG9JwtpAQAnOW7obdITCuRzIu6JoY8NojOrXCbSPT8dEvR/HYtzuw8qELEFtPzxWb3YH/+2objhZWok1sGP5548CAf2EHnMHD+TcNwt2fbcWaffm4en4m5l7bDz3cMnCEEPjPHycx6z+7UFxpRatIIz6+fQh6pfofgHOXlhCBRfeMwNxV+/HhhiNYsy8fa/blI9KoQ3K0ESVVNhSU1/RwGdg+Fi9c2QfdWzc9A1en1eCGoe1xWf9UfJJ5DP/dkYOdriBFQbkzGKTVSOiVGo2L+6TgyoFtkRjlf9CvLpIkYUTnVhjRuRWsdgd2nCjBobxy5JSY4RACUSYd2seHo0dKNNr5mfXmi/gIAy4f0EaZ+nemRZv0GNYxAcP8zDBTg06rQVpCYEE9NUiSBKNOC6NOCz+rc4mIiJqtoAaFDAYDBg0ahFWrVnn0FFq1ahUuu+yyOm8zfPhwLF261GPbypUrMXjwYCXaNXz4cKxatcqjp9DKlSsxYoR/5SuhTP4l1Wr3PxVRaTLtahjor6aMpLdYa9KGA6GMpLf6H5Bqykh6oGYsfZk5gKCQ6zaBjKSXJAnx4QbklppRXGlFOz964Ra6GlwbtBpEBRAoiA3Xw6DVoNruQH6ZBW3jfP8FqSmTx+S1o0w6lJltyCqqRNdk33+EP+ga9e1PeYm79vHhiDTqUG6x4XB+Bbq19m3tXSdLYbULtIo0oG1cYI+7U2IkEqOMyC+zYFtWMYZ38u0XN3kUfUYDJUCNiY8w4IKuifhpbx6WbM/Gw+O7NXqb734/gTKLDR1aRWBUZ/8agrsz6bW464KOeO6/e/DmjwdxWf82DQbElu3IwYaDBTDoNHjqkh4Bryt7bGJ3rN2fj8P5FZj++e/48NYhXuvbHQJ/+3YH1u3Ph0mvwXs3D/K7LLIuF3ZLwpd3DMPUj7dgT04pLn5zPS7qnozB6XGotNiwYtcp7DvlHOfer20M5k8ZhJSYpk3vkhl1Wsyc1APXD2mP99YdxtI/TqLcYkN5vvMzS6dxBlBuHZGGMd2SVJ/sFG7Q4e7RnXD36E4oNVuRVViJymo7IoxadGwVGfSUbr1Wg0FpcRjk56RAIiIiouZC/XmgtcyYMQPvv/8+PvzwQ+zZswcPPfQQsrKycPfddwNw9vu5+eablf3vvvtuHDt2DDNmzMCePXvw4Ycf4oMPPsAjjzyi7PPAAw9g5cqVePnll7F37168/PLLWL16NR588MFgP5xmQ87wsQWQKSQHkgzawMbCG5uQKWRpYqZQTVAo8EyhiLOQKVRmDjxTCIAymeh0pX9j6Qtdf3FPiDQEdK4lSUJSdGBj6eWgUKDBEUmSlGyho65JYr4QQuBwXtMyhTQaCT1SnIEgOfPHF9tco+gHtI8L+JdnSZIwwhUIyjxU4NNtiiqqsfWYc+2L/BhFX5fL+qcCAJZsP+k12aI2h0Pgo1+OAsD/t3fn8XEV9r33v7NrsTSyLMuS8IpjsMGGYBwvENYEgQkhDWEr1IEnxLl5AiGEcJ+GthTCTUOf5DZ5nma5TXlIQgK90D43hDQ4DoYAhYLZzI5xDHjBWLK8aZdm0Zz7x8w5M7JGo1nO0VhzPu/Xyy+smSOdMz4aO/rmt+jza+aVvJr56lXz1Bau0ofdQ/rpU++Pe1zfcEz/7XdvS5K+cvZCWyoPqgI+/eOVp6g26NOz7x3UF+99aVT7Us9gTP/lVy/poVc+lM/r0T9eeUrJlTqZTpk7XRu/doYuOLFFCSNZ+fX3v39H//jHd7VtX5+qAz5947zj9K9fXmNbIJRpQVOt7rpkmV792/P0h5vO1ANfWq2Hrz9dr93erl9+YaXOXTzL8VXf9VUBLT0mrJULGnViW3jK9vgDAAAcTRyfKXTFFVfo4MGDuvPOO9XR0aGlS5dqw4YNmjcvOaS0o6NDu3fvto5fsGCBNmzYoK9//ev68Y9/rLa2Nv3jP/6jtY5ekk477TQ98MAD+pu/+RvddtttWrhwoR588EGtWrXK6ZczZfhLqBSKpcKcYJEtD1b7WBGBVMmVQqkfEoaLCIUGUnN9iv1Bw6wU6h8ufDV771AySAoXONTbZK4PLjQUMn+oLaWaYVZ9lfYcHtK+3tyrgI+016wUKuEH2HkzavTGhz3anVptn499vRH1ReLyeT0lhQUntoX14s7Dentvry7Jc5b7K7u7JUmnFDjQ+0inL2zSw6/u1X++d1A3T3y4nninSwlDWtJar2OKrMwynXfCLNUEfdp9aFAv7Tqsj80fvzTtj+906f0DA6qr8uuyFXNKOq+UfG/eeuESffV/vqKfPPmu1i5rGVMhZhiG/uY3b6qrL6L5M2r05bMWlnxe09Jjwvr/rvmYvvCLF/XMuwd09vee0NqlrfJ6pd+/2anuwZiCfq9+cPlH1X5ijsElRWqur9I/rTtV2/f16ZE3OrTzwICqAj4tmx3WRSe1Ff33RyH8Pm/elXEAAAA4+k3KoOmvfOUr+spXvpL1uV/84hdjHjvrrLO0ZcuWnF/z0ksv1aWXXmrH5VUks1KomJlC5ucEihwSaoZJZZkpFChlplDyc8Yb4joRs/1qoMBzR+MJq7Kp2Eqh6aldiYcHCguFzHkgM6YVP4ujpT45V6jYSqFjiqwUkpKhkJTcbpWv7V191ucWOwhXSs8Vemtv/pP9t6QqhYqdJ2QyW8Ze+6Bb/ZH4hDOCHn+n9NYxU03Qr0+f1KYHX/pAv/jPnTlDobufTlbzXLVybtFzjI500UnJAcT/8af9uuFftujXXzl91Nf+5XO79PCre+XzevTfLzu5oFlT+VizcIb+1/95mm7+11f1TmefHnzpA+u5jzRP0w8u/6iWzbavQiibRbPqdFMB7ZIAAADAeBxvH0N5mDOF4llWq04kkgpzihkyLaUrhSLFtI/ZNlNo8gdNm2FSoTOF+jIqi8xqo0I1WJVChVUpmZVCM0qoFEq3jxVaKZQMkYqdKSTJqvTZdTD/SqF3u0qbJ2Q6oS0ZCr3d0TthG5UkdfQMqaNnWD6vRyeVGBrMaazRvBk1iicMPbN9f85jI/ERPbUtecwnSmwdM33h4wskSb9/s0MfjFOltWX3YT2/45D8Xo+uPX2+LeeVku1z/3DZyZpZF9Kf9vXr8/c8r90HBxWJj+jHT7yr23/7liTpv55/vFbkCKxKcUJbvR658Qz9/NqP6YZzPqLrz1mon127Qn+46UzHAyEAAADAToRCFcrvtaFSqMj2MTPQKSYUMtu+ip8plPy8YkKhgVIHTVszhQoLZswQaVrIX9Rgb0manpop1F3oTCEbQqFZqUqhrgIqhRIJI10pVEIoZM0UKqBS6N0S5wmZFs2aJr/Xo56hmPVacjFbxxa31BX9PZbpk6mA59G39+U87uk/HdBAdESz6kNadow9gcXxLXU6Y1GTEob0kyffG/O8YRi6a8NWSck19nbPuJlZF9I916xQfZVfW3Z368zvPaFltz+q7/1hmyTp/zh9vv7Lmcfaes4j+bwenbO4Wbecf7z+6/mLde7iWUW/fwEAAIByIRSqUFalUDEzhcxB08W2j9mwkr7kmUJFtI8NlThous6aKVRYpVCvNWS6+KBgepGVQuag6WLW0ZtmpSqFOgsIhQ4ORBWNJ+T1SC3hqqLPbbaPfXh4KO/vN7tCoZDfp0WpFp6382ghSw+ZbijpvKbzTkiGQn98pyvnQPnfvrZXkvSpZW0lD3rO9NVzF0mSHnxxt7Z19o16bsMbnXpx52FVBby6uf04286Z6aTZDXro+tN1+keSrXTRkYRa6qv03UtP0t9edILjQ48BAACASkAoVKHSK+mLrxQqedB0Ke1jpc4UKmHQdE2Rs0+K3T5mDpmuL2FIbEORg6bNlfRNtcXPFJpVV/hMIbOyZlZ9VdEVaZLUXBdSVcCrhKG8qnWkjFBoZukzWQqZK7TFHDI9x57V1ivmTVdDTUDdgzG9uPNw1mMGo3FtSlUSffrkVlvOa1q5oFHnnzhLCUP62gOvWFV+Hxwa1F//5g1J0pfOONaRTVimhTOn6f4vrtbLf/NJ/fEbZ+k/v3muLl8xh0AIAAAAyBOhUIXylzBoOlpy+5g5U6jwYKbkSqEyzhSyto8VGgqlKoXqSqoUMtvHiqsUmlFCpVCz1T6W/0wha/NYiZuwRq2lz6OF7PBA1GqZW9hc+prypcckQ6HX93TnPG44NqI3Pkyurl8+z55QyO/z6rxUC9lvX/sw6zGb3t6nodiI5jRW66NzGmw5b6Y7P7NUM2qDeqezT39+92b98rmduvynz6l7MKZlx4R1Q6qayGkzpoV07MxptG8BAAAABSIUqlABb/GDpqM2DZouZSV90TOFgqVvHyt10HShoVCf1T42+ZVCdqykN9u/+iJxDeT52j88bE8oJElzG5MtZLvzGDb97v5kldAxDdW2zPU5NRXwvLzrsBI53muv7O5WNJ5Qc11I81Mtb3a4ZPlsSdLvXuvI+j1//+bdyeNOme1I9cys1Ir0+iq/Xtndrb99+C119Axr4cxa3f35FSVtdwMAAADgPP4Xe4UK+Ms3aLq0lfT2bB8bLrBSKD6SsAZj1xYZFpgr6QueKWRD+1gxlUKGYVgr6ZtKWEk/LeS35jB19eVXLWTHkGnT/Kb8K4XsmidkOqG1XjVBn3qH49qe+trZPPf+QUnS6mNn2BrOrFrQqNnTq9UXievhV0dXC729t1cv7Dwkn9ejP18517ZzHulj8xv12xs+rqtXzdUZi5p047kf0UPXn17SrCgAAAAAk4NQqEL5veZMISOvddmZrJlCRf6//KGSVtKXtn2s2JlCgxnHV5epfcyOQdP9kXjeYdxgdMS6R6VUCknpDWT5zhVKh0KlBwfmsOl81tJv32dvKOT3ea3B0S/sPDTucZvfS4ZCaxbOsOW8Jq/Xo2tPmy9J+h9PvTdq4PT3NyU3ca1d2uJ4QDO/qVZ/99ll+tV1q3Rz+/ElVb0BAAAAmDyEQhUqs/VrpMAWslg8tX2sxJX0ZakUKrJ9zDze5/VYoVahzEHTfQVXCpkzhYr/Qbq+OiCzAKV7KL8WMnOeUFXAW3TLnKk5tYEs71Ao1T42e3rprVTzGpOVQrvyqRRKtY8tsikUkpKVMpL00jih0FB0RK9+0C1JWnOsvaGQJF21aq6m1wS06+Cg7n56hyTpyW1demxrl3xej75+njPbvwAAAABMfYRCFSqz9StW4Fr6SKntYyVtHyutUijdPlbYuc1ZODVBX9HtPXWhZKgTiScKatszQ6T66uIrhXxej8LVhbWQmZvHZtSGSm5pKrRSaM/hZFXP7Omlt4+ZlUIfHBqaMADd1pncEmaukreDGQptfv9g1qq853ccVHQkodZwlXWtdqoJ+nXr2iWSpH94dJv++qE39NV/eUWStG71PC2caV8ABgAAAKCyEApVKH9GpVAsUVhAEjMHTRdZMWOGQvGEUXCVkl0zhaIjiVGtNBMpdci0JNWG0p+b78BlKbN9rLSWG7OF7PBAYZVCpWweM7VYodDEM4V6h2PqTQVhx9gQCrU1VCvo8yo6krC2mmVzsD+ifb0ReTzS4hb7QqFT501XVcCrfb0Rbe3oG/P8Y1uTK+HPWdzs2Kr0y1bM1iXLj1E8Yej+53erLxLXygWN+ubaxY6cDwAAAEBlKH39Do5K5vYxSYoXWCmUHjRd2vYxKVktVMiMnpIrhTLONRxPaFqe1U7pUKj4t4Tf51VVwKvhWEJ9w3FrI9hE7Bg0LUkNqWHT+W4gMzePzShxnpCUXkvfmUelkNk61lgbtGUDmM/r0bEza/VOZ5/e6ezTnMbs1ThmYDOvscbaFGeHqoBPH/9Ikx7b2qU/vrNPJ7TVW88ZhqHHt3ZJkj65pNm2cx7J4/Hov196stYcO0Mv7DikJa31umrVXGvGFgAAAABkQ6VQhfJ6PfKmMp1CKmakdChU7Gyd0BGhUCHMwcfF/jCbee5C5goNRJPBTGa1TzGmpVrIChk2bVYK1ZUwaFqSGq219Pm1jx1ItY811ha/eczUmhpk3JGjUse0x5onVHqVkGlJazKIeaejd9xjtqaeywxt7HLO4mTgs+ntfaMe37L7sDp6hlUd8Om0hU22nzeT1+vRZSvm6HuXnawvfHwBgRAAAACACREKVTBzJlC0wFAomqosKnamkN/rsYYeR0YKG/hsVgoVG0h5PJ6i1tIPRlKVQoHSgpm6IjaQWTOFSmwfa7BCoTwrhVLtY002tI+Zq+X3dk9cKWTnPCHTktZkO9g7nWPbt0xmKLSkxf5QqP2EFvm9Hr22p0fbMq7hwRc/kCRduKyVkAYAAADAUYdQqIKZoU6h7WNmdU+xoZDH47E2lxVaKTRcYqWQlLGBrIBQyKwUqim5UqjwUMjcPlZq+9j0mkIHTSdDoVLX0UvJuT6StK9veMJ7vsfGzWOmxamgZ2uOSqG3zVCo1f5QaGZdSJ9ItYf9zxd2S0rOdvrd6x2SpCtXzrH9nAAAAABQKkKhCmYOm44XOmi6xO1jUnquUKTQ9rESK4Wk9LDpQtrHzGNrS5xxY7af9ee5ln4kYagvYlYKlXbu6bWFDZo+0J/aPjat9PaxpmlBBf1eGcbEG8jMmUJmdZEdzKBnx8GBrPd9ODaid7uS6+iXONA+JklXr5onSfqXF3Zr98FB/eCxP2kwOqITWuu1Yt50R84JAAAAAKUgFKpgVvtYvLhB08EiB01L6e1h5agUModUF9I+ZlUKlbB9TCp8plBmeFRXcvuYOWg6v0oha9C0De1jHo/HCnnMSqDx7Om2v31sZl1ITdOCMgxp276xLWRv7e1RPGGoaVpQban5R3Y7Y1GT1hw7Q9F4Qp/8/lP65XO7JEnfXLvYsa1jAAAAAFAKQqEKFvCWVikULKFax6z0KSQUio8krBX2JVUKFdE+Zs0UKjEUsmYK5VkpZA6Zrgp4S/rzltIr6bvznClkraS3oX1MypwrNEEo5ED7mJSuFnrjw54xz23Z1S1JOmXudMcCGo/Ho+9fcbJmT6+25nh9/ZPH6czjZjpyPgAAAAAoFSvpK5g/VSkUK3imUGmDpqV0oFTIkOvhjADJrDQqRlGDps2V9CWuKjdnCvXlWSlkhkKlDpmWCltJbxhGRqVQ6e1jktTWkKzA+TBHKNQfiVszj46xsVJISgY+T28/oC27Dmvd6nmjnnvlg8OSpOVznW3jag1X69Gvn6n/fPeg2hqqdGJb2NHzAQAAAEApCIUqWCDV/hUrePtY6TOFzEqfSCz/c0cyQpxSKoXM1rOCKoXMlfSlto8VWik0lJonVOKQaUmakVotfyiPmUJ9kbh1n+2rFEpW/nyYo33MfK6hJmAFaHYx5/a8tOvQqMcNw9DLu5Kh0ClzG2w9ZzY1Qb/OO2GW4+cBAAAAgFLRPlbBit0+FjO3j5UQzKQrhfIPZsxKoaDfK6+3+BYfKxSK5h9IDZiVQiUOmjaDjoECK4XqShwyLaVnAx0ejCk+QRBoto7VBn22rUo3K4X29owfCu08OCBJmttob+uYlAx8vB7pg0NDo4Zdb+/q177eiEJ+rz46p8H28wIAAADAVEUoVMHM7WOxYmcKlTBoupiV9HZsHpMyto8VNFPIrkHTha2kt9bR29A+Nr0mKDNLOzRBC9n+vuTmsZl19rSOSel2sFyVQjsOJEOhY5tqbTuvqa4qYM0V+s93D1iPP7mtS5K0+tgZtgVgAAAAAFAJCIUqmN9bXKVQ1IZB08WspB+Olb55TJpaM4X6hu1rH/N5PWpMtYId6MsvFGqus28T15zU4Og93UPWwPAjvb8/uRZ+QdM0286b6RNLkm1bf3ir03rsyW37JUlnMfAZAAAAAEYhFKpgQWvQdHGVQrbMFCqkUihuU6WQuX0sWs6ZQvmthU8PmrZnvo45V+jgQCTncV19yfYqOyuFWsNVCvg8isYT6hinhcysFFow0/5KIUk6/8RkKPTUn/ZrMBpXZ8+wNr9/UJJ07uJmR84JAAAAAFMVoVAF8xc7aDpeeigULGIlvV2VQsUMmrZrplBdwe1jyePqbGgfk9JzhcyZQeNxon3M7/NqTmpWkBn+HMnJ9jFJOqG1XvNm1Gg4ltD/enmP7tu8SwlD+tj86Zrv0DkBAAAAYKoiFKpg/mIHTaeOD5YUCiWDmYJCIbsqhYoIhYasUMieSqGBSH7ntiqFqu2pFGpKrZc/0J+7UsiJUEiSFsxIBi87s4RCPUMxHUiFVU4FNB6PR9d9fIEk6b/9bqv+x1PvSZL1GAAAAAAgjVCoggWLrBSK2TFTyFdE+5hdM4WCyXMPF9A+NmC2j4VKO3etOVMoz/axvmH7Bk1L6UqhAxNVCvU7EwqZYc+OA4NjnjODoua6kO3r6DNd8bE5Onl2WNGRhEYShs5d3KzzT2xx7HwAAAAAMFU595MZys4cNB0bZ+jveKJ2zBQKFLF9rIyVQoMR+9vHDMOQx5N7g5vZPmbHoGkpXSl0cIJKoa5ehyqFUqGQuXo+kzVPyOE2rpDfp3u/sFK/eHanaoI+fX7N/AnvAwAAAAC4EaFQBTNnCsWLrBTy27GSfiT/YMauSqFCZwrFRhJWEGZX+1jCSG40q52gIsZsH6uzbdB0aqbQQJ6VQtOcCYXMLWOZtnf1SZKOdWjIdKaGmqBu+uRxjp8HAAAAAKYy2scqWLHbx8zqnlJmCoWKGTSdqhSqCkzu9rHBjONKrRSqDvjk9ybDNHPdfC69NreP5VMpNJIwrOeb6+0NhY6bVSdJ2nVo0NroZnp7b6+k5DBoAAAAAED5EQpVsPT2sSIHTZcyU6iYlfSpSqGQv8SZQqlKoeE8K4XM8CLg85T0mqXkoGOzFaw3j7lCZnBk20r6PGYKHRqIKmFIXk96hb1dZtaFNLMuJMOQ3unsG/Xc2x2pUKgtbOs5AQAAAADFIRSqYEVvHytXpVDMpkqhAtvHBmyaJ2QyA56eodyhUCJhWMeEa+ytFDrQH5FhZL/vXX3DkqTG2pB8Xvtn7SxJVQKZlUHm9ezrjcjjkRa31Nl+TgAAAABA4QiFKpgZ6sQTBbaPmYOmbagUKmzQtD2VQlXBwkIhu9bRm8JmpdAEoVBfJC4ztwnbNGjarBSKxBPqj2RvXzPX0TfbPGTatKQ1Gfps7UiHQmZAtGBG7YRzlgAAAAAAk4NQqIKZs22iBcwUMgwjY/tY6YOmIwWc26wUCtlVKRTN79zmOnq7QqF828d6BpPPVwd8JQdhppqgX7Wp12GGP0dyavOYyZwZ9OaHPdZjW3YfliQtPYbWMQAAAAA4WhAKVbBi2sdGEoZVvVJS+1gqmDHnBOXDrkqhYmcK2VXBYg6NNtfNj6d7KDn3p8Gm1jHTrHCVJKmzdzjr8x09ycfbGqpsPa/p1HnTJUlv7u21qpVe2HFIkrRyQaMj5wQAAAAAFI5QqIIFilhJnzmUuqRB09ZK+jLMFMpoHxtvrk6mQZvbx+qr85sp1J2qFLKrdczUUp8Me/aNGwoNpY6rtvW8ptnTazR7erVGEoZe2nlIQ9ERq1JoFaEQAAAAABw1CIUqWMAKZvKvFMoMcQIlVAqlZwrlV60jScN2zRRKVQqNJIy8Nq8N2j1oOs+ZQmZoZHelkBkKdfZkbx8zK4Vaw85UCknSGYuaJEl/eKtTT27r0nAsodnTq/WR5mmOnRMAAAAAUBhCoQrmL6JSKHMwtL+EzVTFraS3d/uYlN+wadtnClXlN1Ooe8iZSiGzfWyiSqFWh9rHJOmik9okSY+83qF/euo9SdKFy1rl8di/7QwAAAAAUBxCoQoW8Jrbx/KvFIqNpNfRl/IDfFEr6VPHVpVYKRTweaxV6/nMFTLbx2ptrxTKPVOoZzA1U6g6aMt5TelKodwzhZysFFp97Ax9pHmaeofjem1PjwI+j9atnufY+QAAAAAAhSMUqmDmTKFC5vpYoVAJ84QyP7+glfQ2bR/zeDwZG8jyCYVSlUIhuyqFCpspZPug6frxB033R+LqG06+3pawMzOFJMnn9eiuS5ZZ9+Hr5x2nOY01jp0PAAAAAFA4e0ojcFRKbx8rPBQqZR29lFEpVMigaZsqhaTkXKH+SDy/9rGI3YOmC2wfs3umUI72sc5U61hdlV/TbNq2Np6PzW/Uc7eeq8HoiNoanAugAAAAAADFIRSqYOntY/m3j5kzgEoZMi1JQV8RK+ltqhSSpOpg8msMFlIpZFP7WDjPUKjHoZlCZvtYV19EIwnDaqWTpL3dqXX0DlYJZWqoCaqBAiEAAAAAOCrRPlbBzGAnVtBMIWPU5xbLDHYKqRQyA6mqQOkVOzWBZMCTX/uYOVPI5kHTE84USrWP2TxTaGZdSAGfRyMJY0wL2a5Dg5KkOY1U7gAAAACA2xEKVTCzfSxWwFwfs30sVOpMIV8JM4VKPLeUng9kVgHlYoZC9q2kT36d3uGYEjkCue6h1KBpm9vHfF6PZk9PlufsOjgw6rldB5Ifz5tRa+s5AQAAAABTD6FQBQuk2obiiQJCIbvax0rZPmZDpZC5SSyf9rGBiN2DppMhj2FI/TlCKXPQtN3tY5I0NzXU+YNUZZDJrBSaN4OeLgAAAABwO0KhCmZVChUyU8gcNO23b9B0rmqZTMN2VgqlWsEGCqgUsmslfVXAZ72G3hwbyJyaKSSlQ6FdB48IhQ5SKQQAAAAASCIUqmDmoOlYIdvHbK4UkvKfK2TnTKHa1GatwUghg6btqRSSMjaQjTNXaDg2Yr1eu9vHpHQl0O6MSqFEwrA+nsd6eAAAAABwPUKhChawVtJP/qDpQkOh2EhCI6mKIjsqhaqLqBSya6aQJNVXJb9WzziVQmbrmM/rcWQ1/JzGsaFQV19Ew7GEfF6PjpnOoGkAAAAAcDtCoQrmT80UihUyU8jmQdNSfmvpIxmzh+yZKZT8GvlsH7N7ppCUXMUuST2pYdJHModMh6sD8nhKa9XLxmwf23lgQIaRDNve398vSZo9vbrk0A8AAAAAMPXxk2EFC/jNmUL5h0JRm9rHPB5Peth0Huc35wlJds0USlbf5FMpNBSzd6aQJE1PtYQdGsheKXSoPxkKNdbau47etKCpVl6P1DscV1dfRJL0TmefJOn4WXWOnBMAAAAAMLUQClWwgLfw9jEzwDHnEZUiVMBaerNSKOj32lI5U2uupJ9gplA0nrBa5uysFJqeqhQ6PJi9UujgQCoUqnEmFKoK+HTszGmSpK0dvZKkdzqT/13cWu/IOQEAAAAAUwuhUAXzW4OmC5kpZE+lkFTYWnqzUqjKhiohKf9KocGM52tsaFszmRVAhweyh0JmWORUpZAkLW5JVgRt7UhWCL2dCofMxwEAAAAA7kYoVMGsQdNFzBQK2hDOmF8jEp94ro85dyhkUzBjVQpNMFOoPzVPKOT3ym/jnJ0Gq1Ioe/vYQbN9bJpzodCJbWFJ0qsfHFZ/JG6FQx+d0+DYOQEAAAAAUwehUAWzVtLnUaljMquKgjYEJKFCKoVSwVFVwJ5vyepAaiV9nqFQXZW9G8Aaa5MzhcZrHzuUqiCa4WCl0KpjGyVJz+84pBd3HtJIwtCcxmq1NbB5DAAAAABAKFTRzMqXWCL/9rGITYOmpcLax6xKIb+9lULmZrHxmM/X2rwW3qwUOjRO+5j5uJPtY8uOCas26FP3YEzfeWSrJGn1ghmOnQ8AAAAAMLU4GgodPnxY69atUzgcVjgc1rp169Td3T3u8bFYTH/5l3+pZcuWqba2Vm1tbfr85z+vvXv3jjru7LPPlsfjGfXryiuvdPKlTEmB1Er6eAHbx5yYKRTJZ/uYzZVC5kyhiSqF+oaTodA0m0MhM+zpHnfQdGTUcU4I+Lz61EmtkqTtXcl19Jcsn+3Y+QAAAAAAU4ujodBVV12lV199VRs3btTGjRv16quvat26deMePzg4qC1btui2227Tli1b9Otf/1p/+tOfdPHFF485dv369ero6LB+/fSnP3XypUxJZrCTMKSRPKuFYnEbZwqlzm9WAeUSSQ2atrtSaHCCQdMDqe1kdlcKTc+zUmhGbcjW8x7pi2cca7URnjw7rNWpljIAAAAAAOz9STjD1q1btXHjRm3evFmrVq2SJN19991as2aNtm3bpuOPP37M54TDYW3atGnUYz/84Q+1cuVK7d69W3PnzrUer6mpUUtLi1OXXxH8GWvlYyMJ+bwTBy7WoGk7VtKnAp5oHpVCZtuaXZVCtXlWCvVHkoOg7a4Uml6TnCnUOxxXfCQxZoj1oYHkeZ2sFJKk42bV6f//8ml6bU+3Pn1Smzye0u8rAAAAAKAyOBYKPffccwqHw1YgJEmrV69WOBzWs88+mzUUyqanp0cej0cNDQ2jHr///vt13333adasWVq7dq1uv/121dVlX7UdiUQUiUSsj3t7k6u5Y7GYYrHs26GmAvPax30NiXQgMhSJypfH7R6OJStrvJ4cXzdP5iKxoUh0wq81MJysnAl4Pbbck4AnGTINRkcUiUTl9WYPQ3pS7V01Aa+t3ws1fsnjkQxDOtA7qBnT0hVBiYRhDaCuC038eie8zxM4oaVWJ7TUlvQ1MDlKvdeYOrjX7sB9dg/utXtwr92B++welXqvC3k9joVCnZ2dam5uHvN4c3OzOjs78/oaw8PD+uY3v6mrrrpK9fX11uNXX321FixYoJaWFr355pu69dZb9dprr42pMjLddddd+ta3vjXm8UcffVQ1NTV5vqKj13ivO9kxlrzFv9/4qFILsXLascsryav3t2/ThsF3SrquwweSX+vlV19XVcdrOY/d0umR5FP3gS5t2LChpPNKUrJAKPnaH37k9wqNUyT1ygfJ8x7at1cbNuwp+byZqn0+DcY9enjj42rJ+DYbiEkjieS1vfAff1S+nXrj3WdUHu61e3Cv3YH77B7ca/fgXrsD99k9Ku1eDw4O5n1swaHQHXfckTVgyfTiiy9KUtZWFcMw8mphicViuvLKK5VIJPSTn/xk1HPr16+3fr906VItWrRIK1as0JYtW7R8+fIxX+vWW2/VzTffbH3c29urOXPmqL29fVTYNNXEYjFt2rRJ5513ngKB7InPzc8/KsOQzj73E5pZN/H8mk3/+rq0v1PLlp6gC9fMK+n6Hu1/XW8c7tSixRN/rb3P7JR2/Enz5xyjCy9cVtJ5peT32f/14iYZhvTxs8d/7a9v3Cbt2aUlixbowgvyq17L1/+7/Rm9f2BQJ566WqsWpGf5bO/ql156VvVVfl18UfuEXyef+4zKwL12D+61O3Cf3YN77R7ca3fgPrtHpd5rszsqHwWHQjfccMOEm77mz5+v119/Xfv27Rvz3P79+zVr1qycnx+LxXT55Zdrx44d+uMf/zhhcLN8+XIFAgFt3749aygUCoUUCo0NBQKBQEXc+FyvI+D1Jmf6eH15vdaR1DzqqmDpfzbmBrBYQhN+LXNrfXXIb9s9qQ361R+JK5rwjPs1B2PJF1xfHbL9e6G5vkrvHxjUwcH4qK99aDDZ1jervqqgc1bK9ysmxr12D+61O3Cf3YN77R7ca3fgPrtHpd3rQl5LwaFQU1OTmpqaJjxuzZo16unp0QsvvKCVK1dKkp5//nn19PTotNNOG/fzzEBo+/bteuKJJzRjxowJz/XWW28pFouptbU1/xfiEgGfR9ERKT6S3/axaNzGQdOB/LePmSvp7do+Jkk1QZ/6I/Gcw6YHIqmV9FX2d1I211VJkvb3RUY93tU3LCkZCgEAAAAAUC6OraRfsmSJLrjgAq1fv16bN2/W5s2btX79el100UWjhkwvXrxYDz30kCQpHo/r0ksv1UsvvaT7779fIyMj6uzsVGdnp6LR5GDe9957T3feeadeeukl7dy5Uxs2bNBll12mU045RaeffrpTL2fKMrde5bMBLPO4gK/0b42qVMBjBj65mMFRyKbtY1J6zXyutfT9Zig03tChEjSnWta6jgiF9vUmP26ud3YdPQAAAAAAuTgWCknJDWHLli1Te3u72tvbddJJJ+lXv/rVqGO2bdumnp4eSdKePXv029/+Vnv27NFHP/pRtba2Wr+effZZSVIwGNTjjz+u888/X8cff7xuvPFGtbe367HHHpPPZ/8P9lNdIFXxE0/kFwpZK+nznX6cQzGVQlU2VgpVp9afDeSoFEqHQvaXCpqhT1fv8KjH9/VSKQQAAAAAKD/Hto9JUmNjo+67776cxxhGuq1p/vz5oz7OZs6cOXrqqadsuT438HuTwUy+7WOx1HF2VgpFylYplDz/YCRHpdBwfNSxdjLbx46sFLLax/IY/A0AAAAAgFMcrRRC+QX8yUqhvNvHrJlCNoRCqUqd4bwqhZLH2FkpZA66zlUpNBA1K4WcmCmUu32MSiEAAAAAQDkRClW4QMGVQvbNFLLax/KoFBqOjYz6HDuY1T9DuWYKDTs4aDrVPrZvnPaxZkIhAAAAAEAZEQpVOL85U6jAQdN2zBSyBk3nUSkUcbBSqC9X+1jqudqg/aHQzFT7WN9w3Aq9DMNQlzlomvYxAAAAAEAZEQpVuECB28fSlUL2raQ3A5FcnKgUMlvCBsYJhWIjCSuMqnOgUqi+yq+q1Ovp7ElWBx3ojyo6kpDHw/YxAAAAAEB5EQpVOHMlfb7tY+ZMIVvax6xB0+WpFKpPBT19w9lDocywqNaBmUIej0ezp9dIkvYcHpIk7T40KElqra+y/nwAAAAAACgHQqEKF/AWupI+GR7Z0j5WQKVQJHWMOZzaDuacoP5xQiEzLAr5vbaEYNnMmV4tKR0G7Tmc/O+cxhpHzgcAAAAAQL4IhSqcGXbE8h00beP2sWIqhextHwtIGn+mkJObx0xzU+HPB6kwaPdBQiEAAAAAwNGBUKjCmYOmYwUOmg5McqWQeYyd7WMTVQo5uXnMZIY/ZqXQrtR/50wnFAIAAAAAlBehUIULFDBTyDCMdChkx6DpAiqFnBg0XRcyt4/Fsj7v5OYx07wZtZKk97r6JUnb9/VJkj7SPM2xcwIAAAAAkA9CoQrnT80UiuUxU2gkYchIZUd2tI8VUik0lDqm2saZQnV5zhRyslJocUudJOm9/f0ajo1oWyoUWtxa59g5AQAAAADIB6FQhTPbwGJ5VOtkzh2yZftYKuCJxHKfO5EwNJw6pjroQPvYODOFeoeTFUTh6oBt5zzS7OnVqqvyKzZi6MltXRqOJRTyezU/VUEEAAAAAEC5EApVuPT2sYnbx6IZc4ds2T6W+hrRkYQSOc6f2V5mZ6WQOUC6d5xKod6h5OP1Vc6FQh6PR0ta6yVJdz+9Q5K0pLVePm/p7XkAAAAAAJSCUKjC+QvYPhbNCGf8NoQWmevlc80Vymwvs3MlfV1q+1g0nlAkPraFzawUqq92rn1Mkk5f2CRJennXYUnSmcfNdPR8AAAAAADkg1CowqVX0ufTPpZeR+/x2DFoOv3tlS2UMZnzhII+r60VNJmzggYiY8/fM+R8+5gktZ84a9TH5y5udvR8AAAAAADkg1CowplbxOIFhEJ2bB6TklVKZsXRcI65QmYoVGXj5jFJ8nk9qknNKOobHruBrDcVCjnZPiYlh01/almrJOn8E2fp5NlhR88HAAAAAEA+nO2bQdn5valKoTxmClmVQjbMEzKF/F7FoyM5N5ANRVObx2wcMm2aFvJrMDpibRrLZM4aqne4Usjj8eiHf36KvtF+nObPqLWlCgsAAAAAgFJRKVThAv78K4Wi8WRwZMfmMZM5IyifmUJ2Dpk25dpAlq4Ucj4b9Xo9OnbmNHkZMA0AAAAAOEoQClW4gLeAQdNW+5j9oVDOSiGrfcz+UKgutYGsP2ul0OTMFAIAAAAA4GhEKFThzIAnWsigaZvbx6TclUJOto/VpeYF9UVyzBQiFAIAAAAAuBChUIUzA55YjlDGZB4TtLFSKJRHpdBw6rxOtI+Z6+Z7BkeHQoZhqHdocmYKAQAAAABwNCIUqnDmJrF8VtJb7WN+++bemJVCOUOhqHPtY+HqoCSpe2h0KBSJJ6zXOxkzhQAAAAAAONoQClU4s1Ion/axaNyJmUJ5tI85OGh6ek2yCqj7iEohs3XM60luKAMAAAAAwG0IhSqcNVMons9Kevu3j4X85R003ZAKhXqOqBTqyZgnxIp4AAAAAIAbEQpVOHM+UD7tY+YxIRsHTedVKWQNmrb/27HBbB8bjI563Nw8Vl/FPCEAAAAAgDsRClW4gD//UKhcK+mHHWwfC6cqhQ4f0T52aCD5sdleBgAAAACA2xAKVbhgatB0NI/tY+mZQvYPmi7fTKFkpdCR7WOHBiKSpMbaoO3nBAAAAABgKiAUqnCBItrHnKgUiuSaKWRuHws6N1PoyPaxgwPJjxtrQ7afEwAAAACAqYBQqMKlt4/lM2g6Mepz7GCtpM9RKWQ+V+V3IBSqTg+aTiTSfwaH+pOh0IxpVAoBAAAAANyJUKjCpbePjV+pYzK3jwXLVClU7UClkDlTKGFIfZG49fghq1KIUAgAAAAA4E6EQhUu3T42caVQJO7koOkclUIOzhQK+X2qSYVNPRnDpg8SCgEAAAAAXI5QqMKFCtg+5sRMoXT7WI5KoVQoVOVAKCSlW8i6h9JzhQ6nZgzNIBQCAAAAALgUoVCFK2jQdNz+mUJmS9hgtDztY5IUTm0gy1xLf7CfSiEAAAAAgLsRClU4c718rpXwJmvQtI0r6c3WreEcM4WcbB+TpKbUMOmD/RHrMXOm0Ay2jwEAAAAAXIpQqMIVUikUdaB9zAx6hnJVCjkcCs2clgx+9vdFrGsxz9nI9jEAAAAAgEsRClW49EyhiQdNR+PJYwK2to/5JeVuHxu2Zgo58+04sy4ZCnWlQqGDA8n/Bv1e1TrUsgYAAAAAwNGOUKjCmVU/IwlDI4ncwVC6fcz+SqFc7WNOD5o2QyGzUsgMh2ZOC8njsa9VDgAAAACAqYRQqMJlVv1M1EJmbR+zs1IokHvQdCJhWOvqnRo0fWQo1NkzLElqDVc5cj4AAAAAAKYCQqEKF8gYGh2dIBSKxu0fNG0GPUPjVAplDsB2bKaQ1T6WDIP2dg9JkloIhQAAAAAALkYoVOEyW8FiE2wgc2TQ9AShUObjTrWPNdclw599vREZhmFVCrU1VDtyPgAAAAAApgJCoQrn8XisaqG8K4VsbB+rSQU90Xgi60wjMxQK+r3yeZ2Z7zN7ejL86Y/E1T0YU0cqFGqpp1IIAAAAAOBehEIuYK2lj+ceNB11YtB0xpygbNVCQ9F48jiHqoSkZAXSrPpkC9nuQ4P6MNU+1tZAKAQAAAAAcC9CIRcwK38mqhSKxOyvFAr5vTIXfA2mAqBMA5FkUOT0avi5jTWSpF2HBvXe/n5J0oKmaY6eEwAAAACAoxmhkAtYlUITtY+lng/57QtoPB5Pei19dOz5B1JBUU3Ib9s5s5kzPRkKvbzzkPqG4/J6pPlNNY6eEwAAAACAoxmhkAuY7WDRiQZNOzBTSMpYSx8bWyk0FJ2cSqGFzcmqoIdf2ytJmjej1tbwCwAAAACAqYZQyAXMQdMTVgrFzUohm0MhcwNZdOxMoYHUYzVBZyuFTpnbIEnqHoxJkhY10zoGAAAAAHA3QiEXyHemkDVo2qFKoWyDpgcjyeqh2pCzVTsnz25Q5nKzlQsaHT0fAAAAAABHO0IhF0jPFMq9fSxiroe3cfuYdHRUCtWG/Dpj0UxJks/r0QVLWxw9HwAAAAAARztnfxLHUSGQ70whc9B0oPIqhSTp7z+3TP/Ppu06Z/FMzZ7OkGkAAAAAgLsRCrlAMI/tY4mEYVUSOVUpNFjGSiFJag1X6/++9CTHzwMAAAAAwFRA+5gLmDOCcoVCmfOG7J4pVJMKhYazVQqlVtI7vX0MAAAAAACMRijkAub2sUiO9jEnQ6GqQI6ZQpFUpVCIojUAAAAAACYToZALBPJoH4vEMkIhu9vHAuO3j5mVQjVUCgEAAAAAMKkIhVzAah/Lo1Io6PfK4/GMe1wxzMAn26DpyZwpBAAAAAAA0giFXCCYx0p6czNZyOYqISkd+AykNo1lsraPUSkEAAAAAMCkIhRyAWslfa5B0/F0pZDdpoVyhEJRZgoBAAAAAFAOjoZChw8f1rp16xQOhxUOh7Vu3Tp1d3fn/Jxrr71WHo9n1K/Vq1ePOiYSieirX/2qmpqaVFtbq4svvlh79uxx8JVMbQF/sh0smqN9LBJPhjNOhEK1qcCnP8L2MQAAAAAAjhaOhkJXXXWVXn31VW3cuFEbN27Uq6++qnXr1k34eRdccIE6OjqsXxs2bBj1/E033aSHHnpIDzzwgJ555hn19/froosu0sjI2NABUtCXDFxyrqQ328ccCYWS5++PxMY8x0whAAAAAADKw7GfxLdu3aqNGzdq8+bNWrVqlSTp7rvv1po1a7Rt2zYdf/zx435uKBRSS0tL1ud6enp0zz336Fe/+pU++clPSpLuu+8+zZkzR4899pjOP/98+1/MFGdWCuUTCjlRKVRXZbaPZakUMmcKhagUAgAAAABgMjkWCj333HMKh8NWICRJq1evVjgc1rPPPpszFHryySfV3NyshoYGnXXWWfq7v/s7NTc3S5JefvllxWIxtbe3W8e3tbVp6dKlevbZZ7OGQpFIRJFIxPq4t7dXkhSLxRSLja1emSrMa5/oNZhxy3A0Pu6xg5GoJCng89j+Z2LmPf3Do/+8EwlDg6mNZEGvMaXvhZPyvc+Y+rjX7sG9dgfus3twr92De+0O3Gf3qNR7XcjrcSwU6uzstIKcTM3Nzers7Bz389auXavLLrtM8+bN044dO3Tbbbfp3HPP1csvv6xQKKTOzk4Fg0FNnz591OfNmjVr3K9711136Vvf+taYxx999FHV1NQU+MqOPps2bcr5/M49Hkk+vbdjlzZs2JH1mNcPJY8Z6O0d065Xqj0DkuTXwd6BUV87MiIZRvJb8OknHhfFQrlNdJ9RObjX7sG9dgfus3twr92De+0O3Gf3qLR7PTg4mPexBYdCd9xxR9aAJdOLL74oSfJ4PGOeMwwj6+OmK664wvr90qVLtWLFCs2bN0+PPPKILrnkknE/L9fXvfXWW3XzzTdbH/f29mrOnDlqb29XfX19ztdyNIvFYtq0aZPOO+88BQKBcY/b8/QObfhgu1qOma0LL1ya9ZjE6x3Stjc0a2ajLrzwY7Ze566Dg/re688o7vHrwgvTlVxdfRHphafk9Uh/dtHanN8XbpbvfcbUx712D+61O3Cf3YN77R7ca3fgPrtHpd5rszsqHwWHQjfccIOuvPLKnMfMnz9fr7/+uvbt2zfmuf3792vWrFl5n6+1tVXz5s3T9u3bJUktLS2KRqM6fPjwqGqhrq4unXbaaVm/RigUUigUGvN4IBCoiBs/0euoCiafiyc07nEjqZnjVQG/7X8mDdOqJCXXz/t8fnm9yfBnKD4sKbmyPhgM2nrOSlQp36+YGPfaPbjX7sB9dg/utXtwr92B++welXavC3ktBYdCTU1NampqmvC4NWvWqKenRy+88IJWrlwpSXr++efV09MzbniTzcGDB/XBBx+otbVVknTqqacqEAho06ZNuvzyyyVJHR0devPNN/Xd73630JfjCkFfeQdNTwulv80GonHVVSW/QXuHk0OmzY8BAAAAAMDkcWwl/ZIlS3TBBRdo/fr12rx5szZv3qz169froosuGjVkevHixXrooYckSf39/brlllv03HPPaefOnXryySf16U9/Wk1NTfrsZz8rSQqHw7ruuuv0jW98Q48//rheeeUV/cVf/IWWLVtmbSPDaGbQkzsUGhl1rJ1Cfq98qeqgzA1kfalQqL6aUAgAAAAAgMnm2KBpSbr//vt14403WpvCLr74Yv3oRz8adcy2bdvU09MjSfL5fHrjjTf0y1/+Ut3d3WptbdU555yjBx98UHV1ddbn/OAHP5Df79fll1+uoaEhfeITn9AvfvEL+XxMKs4m4EsGPdERY9xjoqnAKOSzPxTyeDyqDfrUOxxXfyQmKdlO1jecnIhurqwHAAAAAACTx9GfxhsbG3XfffflPMYw0kFFdXW1/vCHP0z4dauqqvTDH/5QP/zhD0u+RjewQqH4yLjHRGLOtY9JyRayZCiUpVKIUAgAAAAAgEnnWPsYjh5mKBTLp1LIqVAoFfwMROLWY71DyUqhemYKAQAAAAAw6QiFXMAMesxh0tk4OWhakmpTw6b7M0KhPmvQNJVCAAAAAABMNkIhF8hn0HTE4VDI3EA2MCoUMmcKUSkEAAAAAMBkIxRyATPoieSqFEoFRkGHhnXXBqkUAgAAAADgaEIo5AL5tI85Pmg6FfyYQZAk9aYqhVhJDwAAAADA5CMUcoF0pdD428ecHjRtDpM2g6Dk76kUAgAAAACgXAiFXCDkT7aEmdVA2Zjr6p2qFGqoSYVCQ+lQKN0+RqUQAAAAAACTjVDIBaxKoRyDpp3ePhZOtYh1D2aGQuagaSqFAAAAAACYbIRCLpA5U8gwjKzHmEOonWofMyuFejIqhcyqoXoqhQAAAAAAmHSEQi6QWf0THadaKOpwKFR/RKVQImFYm8jqqRQCAAAAAGDSEQq5QGbQM95aemslvVOVQtWjK4W6h2JKpIqWptcGHTknAAAAAAAYH6GQCwR9GZVC44VC5kwhn8+Ra2ioSQY/Zih0aCAqKTlPKODj2xAAAAAAgMnGT+Mu4PF4MtbSTxAKOTxouj8SV2wkYYVCM6gSAgAAAACgLAiFXCLkSw+bzibicCiUOTeoZyimQwMRSVIjoRAAAAAAAGVBKOQSoYBZKTSS9Xmnt4/5fV4rADrQH9HBVKVQY23IkfMBAAAAAIDcCIVcIjhBpVA0FRY5VSkkSTOnJQOgrt6IDvXTPgYAAAAAQDkRCrlEKJAcID3h9jEHhz431ydDof196UohNo8BAAAAAFAehEIuYbaFZasUMgxDw7Hk41UBZ7aPSRmVQn0RdfUNS5Ka62gfAwAAAACgHAiFXCK9fWzsTKHM6iFz9pATZtabodCwPjw8JEk6Znq1Y+cDAAAAAADjIxRyCbNSKBIbWymUGQpV+SenUujD7mSl0DENhEIAAAAAAJQDoZBLmJVC5uygTJFYsnrI65ECPo9j12AGQO919etAf2TUYwAAAAAAYHIRCrlEKFUBlK1SKHOekMfjXCi0sHmaJOmdzj5JUk3Qp4aagGPnAwAAAAAA4yMUcglzq1gkS6XQcGrOUMjBdfSSNH9GrXzedOg0t7HG0RAKAAAAAACMj1DIJcwB0marWKbIJGwek5ItbPMaa6yPl7TWO3o+AAAAAAAwPkIhlzArhbLNFDIrhZwOhSTp5DkN1u9XzJ/u+PkAAAAAAEB2hEIuka4UyjZTaHLaxyRp3Zp5Cvq8ag1X6VPLWh0/HwAAAAAAyM5f7gvA5Aj6klVA2bePJR8LTUKl0PK50/XsreeqOuBTbYhvPwAAAAAAyoWfyl0iZ6WQ2T42CZVCktQ0LTQp5wEAAAAAAOOjfcwl0jOFxg6aHp7ESiEAAAAAAHB0IBRyiVyVQpFJrhQCAAAAAADlRwrgEjm3j03SSnoAAAAAAHD0IBRyCbM1LNf2saoA3w4AAAAAALgFKYBLmOvmzVaxTBFrJT2VQgAAAAAAuAWhkEukQ6FsM4XM9jG+HQAAAAAAcAtSAJcw5wWZrWKZ0u1jVAoBAAAAAOAWhEIuUZ0KfIayzhRKraRn+xgAAAAAAK5BCuASuSqFrJX0VAoBAAAAAOAahEIuUZ2zfSxVKUQoBAAAAACAaxAKuUR1MHmrh7KFQmalEO1jAAAAAAC4BimAS5jr5nMNmqZSCAAAAAAA9yAUconqoBkKJZRIGKOes1bSUykEAAAAAIBrkAK4ROYQaTMEMpkzhRg0DQAAAACAexAKuURmFdCRLWQRs32MSiEAAAAAAFyDFMAl/D6vgr7sw6bNkIhKIQAAAAAA3INQyEVCgeTtPrJSyAyJaoKEQgAAAAAAuAWhkItUpyqBjqwUGowmP64mFAIAAAAAwDUIhVwkvYEsHQqNJAxr8HRN0F+W6wIAAAAAAJOPUMhFqvzptfSmwWjc+j3tYwAAAAAAuAehkItUpUKfoWi6Usj8vcfD9jEAAAAAANyEFMBFzLX0mTOFzHlCtUG/PB5PWa4LAAAAAABMPkIhF8k2U4gh0wAAAAAAuBOhkIuY28cyQ6GhWHKmEPOEAAAAAABwF0IhF6kKjB00PRBJVQoFCIUAAAAAAHATQiEXMUOhbDOFqBQCAAAAAMBdCIVcpCowdtB0un3MX5ZrAgAAAAAA5eFoKHT48GGtW7dO4XBY4XBY69atU3d3d87P8Xg8WX9973vfs445++yzxzx/5ZVXOvlSKkK2mUJUCgEAAAAA4E6OlodcddVV2rNnjzZu3ChJ+tKXvqR169bp3//938f9nI6OjlEf//73v9d1112nz33uc6MeX79+ve68807r4+rqahuvvDJlHTRNKAQAAAAAgCs5Fgpt3bpVGzdu1ObNm7Vq1SpJ0t133601a9Zo27ZtOv7447N+XktLy6iPH374YZ1zzjk69thjRz1eU1Mz5ljkZs0UimZbSU/7GAAAAAAAbuJYEvDcc88pHA5bgZAkrV69WuFwWM8+++y4oVCmffv26ZFHHtG999475rn7779f9913n2bNmqW1a9fq9ttvV11dXdavE4lEFIlErI97e3slSbFYTLFYrNCXdtQwrz3f1xBK3e3+4fTr7h+OSpKq/J4p/WdRyQq9z5i6uNfuwb12B+6ze3Cv3YN77Q7cZ/eo1HtdyOtxLBTq7OxUc3PzmMebm5vV2dmZ19e49957VVdXp0suuWTU41dffbUWLFiglpYWvfnmm7r11lv12muvadOmTVm/zl133aVvfetbYx5/9NFHVVNTk9e1HM3Ge91H2r7fI8mn3R37tGHDBknS1ve9krz6cNcObdjwnnMXiZLle58x9XGv3YN77Q7cZ/fgXrsH99oduM/uUWn3enBwMO9jCw6F7rjjjqwBS6YXX3xRUnJo9JEMw8j6eDY/+9nPdPXVV6uqqmrU4+vXr7d+v3TpUi1atEgrVqzQli1btHz58jFf59Zbb9XNN99sfdzb26s5c+aovb1d9fX1eV3L0SgWi2nTpk0677zzFAgEJjw+tLVLv3r3VVXVNejCC1dLkp769ZvSvr066YTjdeGZC5y+ZBSh0PuMqYt77R7ca3fgPrsH99o9uNfuwH12j0q912Z3VD4KDoVuuOGGCTd9zZ8/X6+//rr27ds35rn9+/dr1qxZE57n6aef1rZt2/Tggw9OeOzy5csVCAS0ffv2rKFQKBRSKBQa83ggEKiIG5/v66ivTf4ZDEYT1vGRuCFJqqsOVsSfRSWrlO9XTIx77R7ca3fgPrsH99o9uNfuwH12j0q714W8loJDoaamJjU1NU143Jo1a9TT06MXXnhBK1eulCQ9//zz6unp0WmnnTbh599zzz069dRTdfLJJ0947FtvvaVYLKbW1taJX4CLTUsNFRqIxK3HBqPJ31ezfQwAAAAAAFfxOvWFlyxZogsuuEDr16/X5s2btXnzZq1fv14XXXTRqCHTixcv1kMPPTTqc3t7e/Vv//Zv+uIXvzjm67733nu688479dJLL2nnzp3asGGDLrvsMp1yyik6/fTTnXo5FaEmtWGsf1QoxEp6AAAAAADcyLFQSEpuCFu2bJna29vV3t6uk046Sb/61a9GHbNt2zb19PSMeuyBBx6QYRj68z//8zFfMxgM6vHHH9f555+v448/XjfeeKPa29v12GOPyecj2MjFrBQajI7IMJJtY0MxQiEAAAAAANzIse1jktTY2Kj77rsv5zFmOJHpS1/6kr70pS9lPX7OnDl66qmnbLk+t6kNJYOfkYShSDyhqoBP/cPJqqFpocrpnwQAAAAAABNztFIIR5faYDoDNFvIeodjkqS6KkfzQQAAAAAAcJQhFHIRr9djtYkNWKFQ8r/11VQKAQAAAADgJoRCLpM5bHo4NqJoPCGJSiEAAAAAANyGUMhlpqXmCg1GR9SXqhLyeKRpQUIhAAAAAADchFDIZaalKoL6hmPqS80Tmhbyy+v1lPOyAAAAAADAJCMUcpmG6qAkqWcolp4nVMU8IQAAAAAA3IZQyGXCNckAqHswXSnEPCEAAAAAANyHUMhlGqozQ6FkpRChEAAAAAAA7kMo5DINqUqhnqGYeoeSlUK0jwEAAAAA4D6EQi4Trk6HQt2pUMh8DAAAAAAAuAehkMuYg6a7B6M62B+RJM2YFiznJQEAAAAAgDIgFHIZa9D0UEwH+qOSpKZpoXJeEgAAAAAAKANCIZdpyGgfO2BVChEKAQAAAADgNqydchmzVWx/X0Qhv0+S1ET7GAAAAAAArkOlkMu0hqslSX3Dce06OCCJ9jEAAAAAANyIUMhlakN+a9vYYHREEoOmAQAAAABwI0IhF2oNV1m/93qkGbVUCgEAAAAA4DaEQi7U1lA96vdBP98GAAAAAAC4DWmAC82eng6FFjTVlvFKAAAAAABAuRAKudBJsxus35+c8XsAAAAAAOAehEIu9InFzWqaFlLI79WfndJW7ssBAAAAAABl4C/3BWDyTa8N6g83naHheELHZMwXAgAAAAAA7kEo5FIzprFxDAAAAAAAN6N9DAAAAAAAwIUIhQAAAAAAAFyIUAgAAAAAAMCFCIUAAAAAAABciFAIAAAAAADAhQiFAAAAAAAAXIhQCAAAAAAAwIUIhQAAAAAAAFyIUAgAAAAAAMCFCIUAAAAAAABciFAIAAAAAADAhQiFAAAAAAAAXIhQCAAAAAAAwIUIhQAAAAAAAFyIUAgAAAAAAMCFCIUAAAAAAABciFAIAAAAAADAhQiFAAAAAAAAXIhQCAAAAAAAwIUIhQAAAAAAAFyIUAgAAAAAAMCF/OW+gHIwDEOS1NvbW+YrKU0sFtPg4KB6e3sVCATKfTlwCPfZPbjX7sG9dgfus3twr92De+0O3Gf3qNR7bWYdZvaRiytDob6+PknSnDlzynwlAAAAAAAA9uvr61M4HM55jMfIJzqqMIlEQnv37lVdXZ08Hk+5L6dovb29mjNnjj744APV19eX+3LgEO6ze3Cv3YN77Q7cZ/fgXrsH99oduM/uUan32jAM9fX1qa2tTV5v7qlBrqwU8nq9mj17drkvwzb19fUV9Q2M7LjP7sG9dg/utTtwn92De+0e3Gt34D67RyXe64kqhEwMmgYAAAAAAHAhQiEAAAAAAAAXIhSawkKhkG6//XaFQqFyXwocxH12D+61e3Cv3YH77B7ca/fgXrsD99k9uNcuHTQNAAAAAADgdlQKAQAAAAAAuBChEAAAAAAAgAsRCgEAAAAAALgQoRAAAAAAAIALEQpNUT/5yU+0YMECVVVV6dRTT9XTTz9d7ktCCe666y597GMfU11dnZqbm/Vnf/Zn2rZt26hjrr32Wnk8nlG/Vq9eXaYrRrHuuOOOMfexpaXFet4wDN1xxx1qa2tTdXW1zj77bL311ltlvGIUa/78+WPutcfj0fXXXy+J9/RU9R//8R/69Kc/rba2Nnk8Hv3mN78Z9Xw+7+FIJKKvfvWrampqUm1trS6++GLt2bNnEl8F8pHrXsdiMf3lX/6lli1bptraWrW1tenzn/+89u7dO+prnH322WPe51deeeUkvxJMZKL3dT5/X/O+PvpNdJ+z/Zvt8Xj0ve99zzqG9/TUkM/PVvx7nUYoNAU9+OCDuummm/TXf/3XeuWVV3TGGWdo7dq12r17d7kvDUV66qmndP3112vz5s3atGmT4vG42tvbNTAwMOq4Cy64QB0dHdavDRs2lOmKUYoTTzxx1H184403rOe++93v6vvf/75+9KMf6cUXX1RLS4vOO+889fX1lfGKUYwXX3xx1H3etGmTJOmyyy6zjuE9PfUMDAzo5JNP1o9+9KOsz+fzHr7pppv00EMP6YEHHtAzzzyj/v5+XXTRRRoZGZmsl4E85LrXg4OD2rJli2677TZt2bJFv/71r/WnP/1JF1988Zhj169fP+p9/tOf/nQyLh8FmOh9LU389zXv66PfRPc58/52dHToZz/7mTwejz73uc+NOo739NEvn5+t+Pc6g4EpZ+XKlcaXv/zlUY8tXrzY+OY3v1mmK4Ldurq6DEnGU089ZT12zTXXGJ/5zGfKd1Gwxe23326cfPLJWZ9LJBJGS0uL8fd///fWY8PDw0Y4HDb+6Z/+aZKuEE752te+ZixcuNBIJBKGYfCergSSjIceesj6OJ/3cHd3txEIBIwHHnjAOubDDz80vF6vsXHjxkm7dhTmyHudzQsvvGBIMnbt2mU9dtZZZxlf+9rXnL042CrbvZ7o72ve11NPPu/pz3zmM8a555476jHe01PTkT9b8e/1aFQKTTHRaFQvv/yy2tvbRz3e3t6uZ599tkxXBbv19PRIkhobG0c9/uSTT6q5uVnHHXec1q9fr66urnJcHkq0fft2tbW1acGCBbryyiv1/vvvS5J27Nihzs7OUe/vUCiks846i/f3FBeNRnXffffpC1/4gjwej/U47+nKks97+OWXX1YsFht1TFtbm5YuXcr7fIrr6emRx+NRQ0PDqMfvv/9+NTU16cQTT9Qtt9xC5ecUlevva97XlWffvn165JFHdN111415jvf01HPkz1b8ez2av9wXgMIcOHBAIyMjmjVr1qjHZ82apc7OzjJdFexkGIZuvvlmffzjH9fSpUutx9euXavLLrtM8+bN044dO3Tbbbfp3HPP1csvv6xQKFTGK0YhVq1apV/+8pc67rjjtG/fPn3729/Waaedprfeest6D2d7f+/atasclwub/OY3v1F3d7euvfZa6zHe05Unn/dwZ2engsGgpk+fPuYY/h2fuoaHh/XNb35TV111lerr663Hr776ai1YsEAtLS168803deutt+q1116z2kkxNUz09zXv68pz7733qq6uTpdccsmox3lPTz3Zfrbi3+vRCIWmqMz/p1lKfrMf+RimphtuuEGvv/66nnnmmVGPX3HFFdbvly5dqhUrVmjevHl65JFHxvyDhaPX2rVrrd8vW7ZMa9as0cKFC3XvvfdaQyt5f1eee+65R2vXrlVbW5v1GO/pylXMe5j3+dQVi8V05ZVXKpFI6Cc/+cmo59avX2/9funSpVq0aJFWrFihLVu2aPny5ZN9qShSsX9f876eun72s5/p6quvVlVV1ajHeU9PPeP9bCXx77WJ9rEppqmpST6fb0w62dXVNSbpxNTz1a9+Vb/97W/1xBNPaPbs2TmPbW1t1bx587R9+/ZJujo4oba2VsuWLdP27dutLWS8vyvLrl279Nhjj+mLX/xizuN4T099+byHW1paFI1Gdfjw4XGPwdQRi8V0+eWXa8eOHdq0adOoKqFsli9frkAgwPt8ijvy72ve15Xl6aef1rZt2yb8d1viPX20G+9nK/69Ho1QaIoJBoM69dRTx5Qobtq0SaeddlqZrgqlMgxDN9xwg37961/rj3/8oxYsWDDh5xw8eFAffPCBWltbJ+EK4ZRIJKKtW7eqtbXVKkfOfH9Ho1E99dRTvL+nsJ///Odqbm7Wpz71qZzH8Z6e+vJ5D5966qkKBAKjjuno6NCbb77J+3yKMQOh7du367HHHtOMGTMm/Jy33npLsViM9/kUd+Tf17yvK8s999yjU089VSeffPKEx/KePjpN9LMV/16PRvvYFHTzzTdr3bp1WrFihdasWaN//ud/1u7du/XlL3+53JeGIl1//fX6l3/5Fz388MOqq6uzUutwOKzq6mr19/frjjvu0Oc+9zm1trZq586d+qu/+is1NTXps5/9bJmvHoW45ZZb9OlPf1pz585VV1eXvv3tb6u3t1fXXHONPB6PbrrpJn3nO9/RokWLtGjRIn3nO99RTU2NrrrqqnJfOoqQSCT085//XNdcc438/vQ/ubynp67+/n69++671sc7duzQq6++qsbGRs2dO3fC93A4HNZ1112nb3zjG5oxY4YaGxt1yy23aNmyZfrkJz9ZrpeFLHLd67a2Nl166aXasmWLfve732lkZMT6t7uxsVHBYFDvvfee7r//fl144YVqamrS22+/rW984xs65ZRTdPrpp5frZSGLXPe6sbFxwr+veV9PDRP9/S1Jvb29+rd/+zf9wz/8w5jP5z09dUz0s1U+/5vbVe/rMm09Q4l+/OMfG/PmzTOCwaCxfPnyUavLMfVIyvrr5z//uWEYhjE4OGi0t7cbM2fONAKBgDF37lzjmmuuMXbv3l3eC0fBrrjiCqO1tdUIBAJGW1ubcckllxhvvfWW9XwikTBuv/12o6WlxQiFQsaZZ55pvPHGG2W8YpTiD3/4gyHJ2LZt26jHeU9PXU888UTWv6+vueYawzDyew8PDQ0ZN9xwg9HY2GhUV1cbF110Eff+KJTrXu/YsWPcf7ufeOIJwzAMY/fu3caZZ55pNDY2GsFg0Fi4cKFx4403GgcPHizvC8MYue51vn9f874++k3097dhGMZPf/pTo7q62uju7h7z+bynp46JfrYyDP69zuQxDMNwMHMCAAAAAADAUYiZQgAAAAAAAC5EKAQAAAAAAOBChEIAAAAAAAAuRCgEAAAAAADgQoRCAAAAAAAALkQoBAAAAAAA4EKEQgAAAAAAAC5EKAQAAAAAAOBChEIAAAAAAAAuRCgEAADgoLPPPls33XRTuS8DAABgDEIhAAAAAAAAF/IYhmGU+yIAAAAq0bXXXqt777131GM7duzQ/Pnzy3NBAAAAGQiFAAAAHNLT06O1a9dq6dKluvPOOyVJM2fOlM/nK/OVAQAASP5yXwAAAEClCofDCgaDqqmpUUtLS7kvBwAAYBRmCgEAAAAAALgQoRAAAAAAAIALEQoBAAA4KBgMamRkpNyXAQAAMAahEAAAgIPmz5+v559/Xjt37tSBAweUSCTKfUkAAACSCIUAAAAcdcstt8jn8+mEE07QzJkztXv37nJfEgAAgCRW0gMAAAAAALgSlUIAAAAAAAAuRCgEAAAAAADgQoRCAAAAAAAALkQoBAAAAAAA4EKEQgAAAAAAAC5EKAQAAAAAAOBChEIAAAAAAAAuRCgEAAAAAADgQoRCAAAAAAAALkQoBAAAAAAA4EKEQgAAAAAAAC70vwGebW4JQU4NkwAAAABJRU5ErkJggg==",
      "text/plain": [
       "Figure(PyObject <Figure size 1400x700 with 1 Axes>)"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "D = 0.1\n",
    "\n",
    "periods = 32\n",
    "b = 2pi * periods\n",
    "\n",
    "# We need U_1, and get it with the Runge-Kutta method;\n",
    "# this is overkill for accuracy, but since only one step is needed, the time cost is negligible.\n",
    "h = (b-a)/n\n",
    "(t_1step, U_1step) = NM.rungekutta_system(f_mass_spring, a, a+h, U_0, 1)\n",
    "U_1 = U_1step[end,:]\n",
    "(t, U) = adamsbashforth2(f_mass_spring, a, b, U_0, U_1, n)\n",
    "\n",
    "y = U[:,1]\n",
    "Dy = U[:,2]\n",
    "\n",
    "figure(figsize=[14,7])\n",
    "title(\"y and dy/dt with k/M=$(k/M), D= $D by 2-step Adams-Bashforth with $periods periods, $stepsperperiod steps per period\")\n",
    "plot(t, y, label=\"y\")\n",
    "xlabel(\"t\")\n",
    "grid(true)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Higher order Adams-Bashforth methods\n",
    "\n",
    "The strategy descibed about of polynomal approximation, extrapolaot oand integration can be generalized to get the $s$ step admas-Bashforth method,\n",
    "of order $s$; to get approximation $U_i$ of $u(t_i)$ from data at the $s$ most recent previous times $t_{i-1}$ to $t_{i-s}$:\n",
    "\n",
    "1. Find the collocating polynomial $p(t)$ of degree $s-1$ through\n",
    "$(t_{i-1}, F_{i-1}) \\dots (t_{i-s}, F_{i-s})$\n",
    "\n",
    "2. Use this on the interval $(t_{i-1}, t_{i})$ (*extrapolation*) as an approximation of $u'(t) = f(t, u(t))$ in that interval.\n",
    "\n",
    "3. Use $u(t_{i}) = u(t_{i-1}) + \\int_{t_{i-1}}^{t_{i}} u'(\\tau) d \\tau \\approx u(t_{i-1}) + \\int_{t_{i-1}}^{t_{i}} p(\\tau) d\\tau$,\n",
    "where the latter integral can be evaluated exactly.\n",
    "\n",
    "However, one does not actually evaluate this integral; it is enough to verify that the resultig form will be\n",
    "\n",
    "$$U_{i} = U_{i-1} + h (b_0 F_{i-s} + b_1 F_{i-s+1} + \\cdots b_{s-1} F_{i-1})$$\n",
    "\n",
    "with the coefficients being the same for any $f(t, u)$ and any $h$.\n",
    "\n",
    "Then they can be derived by the method of undetermined coefficients as seen in\n",
    "{doc}`derivatives-and-the-method-of-undetermined-coefficents`:\n",
    "insert Taylor polynomial approximations of\n",
    "$u(t_{i-k}) = u(t_i) - k h)$ and\n",
    "$f(t_{i-k}, u(t_{i-k})) = u'(t_{i-k}) = u'(t_i - k h)$\n",
    "and solve for the $s$ coefficients $b_0 \\dots b_{s-1}$ that give the highest power for the residual error.\n",
    "The terms in the first $s$ powers of $h$ (from 1 to $h^{s-1}$) can be cancelled leaving an error $O(h^s)$."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "$$U_{i} = U_{i-1} + h (b_0 f(t_{i-s}, U_{i-s}) + \\dots + b_{s-1} f(t_{i-1}, U_{i-1})) $$\n",
    "The first few are:\n",
    "\n",
    "- $s=1$: $b_0 = 1, \\quad U_{i} = U_{i-1} + h F_{i-1} = U_{i-1} + h f(t_{i-1}, U_{i-1})$\n",
    "(Euler's method)\n",
    "\n",
    "- $s=2$: $b_0 = -1/2, b_1 = 3/2, \\quad U_{i} = U_{i-1} + \\frac{h}{2} \\left( 3 F_{i-1} - F_{i-2} \\right)$\n",
    "(as above)\n",
    "\n",
    "- $s=3$: $b_0 = 5/12, b_1 = -16/12, b_2 = 23/12, \\quad U_{i} = U_{i-1} + \\frac{h}{12} \\left( 23 F_{i-1} - 16F_{i-2} + 5 F_{i-3} \\right)$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "function adamsbashforth3(f, a, b, U_0, U_1, u_2, n)\n",
    "    n_unknowns = length(U_0)\n",
    "    t = range(a, b, n+1)\n",
    "    u = zeros(n+1, n_unknowns)\n",
    "    u[1,:] = U_0\n",
    "    u[2,:] = U_1\n",
    "    u[3,:] = U_2\n",
    "    F_i_3 = f(a, U_0)  # F_0 to start when computing U_3\n",
    "    F_i_2 = f(a, U_1)  # F_1 to start when computing U_3\n",
    "    h = (b-a)/n\n",
    "    for i in 2:n  # i is the mathematical index, so \"+1\" for Julia array indices\n",
    "        F_i_1 = f(t[i], u[i,:])\n",
    "        u[i+1,:] = u[i,:] + (23F_i_1 - 16F_i_2+5F_i_3) * (h/12)\n",
    "        (F_i_2, F_i_3) = (F_i_1, F_i_2)\n",
    "    end\n",
    "    return (t, u)\n",
    "end;"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "D = 0.0\n",
    "\n",
    "periods = 32\n",
    "b = 2pi * periods\n",
    "\n",
    "# Note: In the notes on systems, the second order methods were tested with 50 steps per period\n",
    "#stepsperperiod = 50  # As for the second order accurate explicit trapezoid and midpoint methods\n",
    "stepsperperiod = 100  # Equal cost per unit time as for the explicit trapezoid and midpoint and Runge-Kutta methods\n",
    "n = Int(stepsperperiod * periods)\n",
    "\n",
    "# We need U_1 and U_2, and get them with the Runge-Kutta method;\n",
    "# this is overkill for accuracy, but since only two steps are needed, the time cost is negligible.\n",
    "h = (b-a)/n\n",
    "(t_2step, U_2step) = NM.rungekutta_system(f_mass_spring, a, a+2h, U_0, 2)\n",
    "U_1 = U_2step[2,:]\n",
    "U_2 = U_2step[3,:]\n",
    "(t, U) = adamsbashforth3(f_mass_spring, a, b, U_0, U_1,U_2, n)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "Figure(PyObject <Figure size 1400x700 with 1 Axes>)"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "Figure(PyObject <Figure size 800x800 with 1 Axes>)"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "y = U[:,1]\n",
    "Dy = U[:,2]\n",
    "\n",
    "figure(figsize=[14,7])\n",
    "title(\"y and dy/dt with k/M=$(k/M), D= $D by 2-step Adams-Bashforth with $periods periods, $stepsperperiod steps per period\")\n",
    "plot(t, y, label=\"y\")\n",
    "xlabel(\"t\")\n",
    "grid(true)\n",
    "\n",
    "figure(figsize=[8,8])  # Make axes equal length; orbits should be circular or \"circular spirals\"\n",
    "title(\"The orbits\")\n",
    "plot(y, Dy)\n",
    "xlabel(\"y\")\n",
    "ylabel(\"dy/dt\")\n",
    "plot(y[1], Dy[1], \"g*\", label=\"start\")\n",
    "plot(y[end], Dy[end], \"r*\", label=\"end\")\n",
    "legend()\n",
    "grid(true)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "---\n",
    "\n",
    "### Exercise B\n",
    "Verify the above result for $s=3$ by the method of undetermined coefficients.\n",
    "\n",
    "---"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This work is licensed under [Creative Commons Attribution-ShareAlike 4.0 International](https://creativecommons.org/licenses/by-sa/4.0/)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Julia 1.8.1",
   "language": "julia",
   "name": "julia-1.8"
  },
  "language_info": {
   "file_extension": ".jl",
   "mimetype": "application/julia",
   "name": "julia",
   "version": "1.8.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
