{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "###### Einführung in die Programmierung für Studierende der Physik\n",
    "# (Introduction to Programming for Physicists)\n",
    "\n",
    "### Vorlesung gehalten an der J.W.Goethe-Universität in Frankfurt am Main \n",
    "#### (Sommersemester 2026)\n",
    "\n",
    "### von Dr.phil.nat. Dr.rer.pol. Matthias Hanauske\n",
    "\n",
    "### Frankfurt am Main 26.02.2026"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Das Dreikörperproblem"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Die Bewegung eines K&ouml;rpers in einem gravitativem Zentralkraftfeld ist ein oft behandeltes System in der klassischen Mechanik (siehe z.B. Walter Greiner, 'Mechanik Teil 1' [5. Auflage, 1989, Kapitel 26. Seite 266]). Die Bewegungsgleichung eines Planeten (z.B. Erde oder Venus) im Gravitationsfeld der Sonne wird in vielen Lehrbüchern analytisch behandelt, indem man den Planeten als einen Massenpunkt mit der Masse $m$ behandelt. Die Bewegungsgleichungen des betrachteten Systems formuliert mittels der <i>Newtonschen Gravitationstheorie</i> lauten dann:\n",
    "\n",
    "\\begin{equation}\n",
    "m \\cdot \\frac{d^2 \\vec{r}(t)}{dt^2} = \\frac{G \\cdot m \\cdot M_\\odot}{r^3} \\cdot \\vec{r}(t) \\quad \\Rightarrow  \\quad \\frac{d^2 \\vec{r}(t)}{dt^2} = \\frac{G \\cdot M_\\odot}{r^3} \\cdot \\vec{r}(t) \\quad ,\n",
    "\\end{equation}\n",
    "\n",
    "wobei $\\vec{r}(t)$ der Ortsvektor des betrachteten Planeten in Bezug auf unser Zentralgestirn, die Sonne (Masse $M_\\odot$) und $G$ die Gravitationskonstante ist. In drei Dimensionen ($\\vec{r} = ( x,y,z )$) stellt die Bewegungsgleichung ein System von drei Differenzialgleichungen zweiter Ordnung dar, dessen Lösungen man analytisch angeben kann (siehe z.B. Walter Greiner, 'Mechanik Teil 1' [5. Auflage, 1989, Kapitel 26. Seite 266]). Betrachtet man jedoch drei Himmelskörper (z.B. Sonne, Erde und Mond), die sich gegenseitig durch ihre Schwerkraft beeinflussen, so ist das entstehende System von Bewegungsgleichungen im Allgemeinen nicht mehr analytisch lösbar. Da es keine allgemeine Lösung des Dreikörperproblems gibt, haben Forscherinnen und Forscher schon früh begonnen, Spezialfälle zu untersuchen. Zum Beispiel, wenn eines der drei Objekte deutlich schwerer ist als die anderen beiden – wie es beim System Erde-Mond-Sonne der Fall ist. Des Weiteren existieren für bestimmte Anfangsbedingungen spezielle Lösungen (z.B. die Lagrange-Dreieckslösungen, siehe später).\n",
    "\n",
    "Das <i>Dreikörperproblem</i> beschreibt die mathematische und physikalische Herausforderung, die Bewegungen von drei Himmelskörpern (z. B. drei Sterne oder Sonne, Erde und Mond) vorherzusagen, die sich gegenseitig durch ihre Schwerkraft beeinflussen. \n",
    "\n",
    "Das Thema wurde vor einigen Jahren sogar in der Netflix-Serie \"3 Body Problem\" thematisiert, welche auf dem berühmtem  Bestseller <i>Die drei Sonnen</i> des chinesischen Sciencefiction-Autor Liu Cixin basiert. In dieser <i>Trisolaris-Trilogie</i> wird eine außerirdische Zivilisation beschrieben, die auf einem Planeten lebt, der drei Sonnen umkreist. Der Bahnverlauf der Sonnen lässt sich nicht genau vorhersagen, wodurch die Aliens immer wieder vernichtet werden, wenn eine der Sonnen zu nah an ihren Planeten heranreicht. \n",
    "\n",
    "Die zugrundeliegende Bewegungsgleichung wird durch das folgende System von gekoppelten Differenzialgleichungen zweiter Ordnung beschrieben:\n",
    "\n",
    "\\begin{eqnarray}\n",
    "\\frac{d^2 \\vec{r_1}}{dt^2} &=& G \\cdot m_2 \\cdot \\frac{\\vec{r_2}-\\vec{r_1}}{\\left| \\, \\vec{r_2}-\\vec{r_1} \\right|^3} + G \\cdot m_3 \\cdot \\frac{\\vec{r_3}-\\vec{r_1}}{\\left| \\, \\vec{r_3}-\\vec{r_1} \\right|^3}  \\nonumber \\\\\n",
    "\\frac{d^2 \\vec{r_2}}{dt^2} &=& G \\cdot m_1 \\cdot \\frac{\\vec{r_1}-\\vec{r_2}}{\\left| \\, \\vec{r_1}-\\vec{r_2} \\right|^3} + G \\cdot m_3 \\cdot \\frac{\\vec{r_3}-\\vec{r_2}}{\\left| \\, \\vec{r_3}-\\vec{r_2} \\right|^3}  \\nonumber \\\\\n",
    "\\frac{d^2 \\vec{r_3}}{dt^2} &=& G \\cdot m_1 \\cdot \\frac{\\vec{r_1}-\\vec{r_3}}{\\left| \\, \\vec{r_1}-\\vec{r_3} \\right|^3} + G \\cdot m_2 \\cdot \\frac{\\vec{r_2}-\\vec{r_3}}{\\left| \\, \\vec{r_2}-\\vec{r_3} \\right|^3}  \\quad ,  \\nonumber \n",
    "\\end{eqnarray}\n",
    "\n",
    "wobei $\\vec{r}_i$ und $m_i, i \\in {1,2,3}$ der Ortsvektor und die Masse des Körpers $i$ und $G$ ist.\n",
    "\n",
    "Betrachtet man die Bewegung der drei Körper in allen drei Raumdimensionen ($\\vec{r_1}=\\left( x_{1}, y_{1}, z_{1} \\right)$), so hat gelangt man zu neun gekoppelten Differenzialgleichungen zweiter Ordnung, die man dann in ein System von 18 gekoppelten DGLs erster Ordnung umschreiben muss um sie numerisch lösen zu können."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In diesem Jupyter Notebook werden wir das <i>Dreikörperproblem</i> numerisch lösen. Zunächst befassen wir uns mit einigen bekannten regulären Bewegungen der drei Körper und betrachten im Speziellen die <i>elliptischen Lagrangeschen homografischen Lösungen</i> und die <i>Achterschleife</i>. Während die erst im Jahre 2000 gefundene Lösung der <i>Figur 8</i> stabil ist, sind die <i>elliptischen Lagrangeschen Lösungen</i>, bei gleichen Massenwerten, instabil und zeigen nach einiger Zeit chaotisches Verhalten. Danach betrachten wir weitere, erst in den letzten Jahren gefundenen, reguläre planare und auch dreidimensionale Bewegungen. Am Ende des Jupyter-Notebooks simulieren als Beispiel die Sonnenfinsternis 2026/27, als auch das <i>n-Körperproblem</i> der Planetenbewegungen unseres Sonnensystems."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "from scipy.integrate import solve_ivp\n",
    "import matplotlib.pyplot as plt\n",
    "from matplotlib import rcParams\n",
    "import matplotlib.gridspec as gridspec"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Wir definieren nun das System der gekoppelten Differenzialgleichung. Die Werte der Massenparameter $m_1$, $m_2$ und $m_3$ und die Gravitationskonstante $G$ legen wir noch nicht fest; diese werden als zusätzliche Argumente in der DGL-Funktion definiert."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "def DGLsys(t,u_vec,G,m):\n",
    "    # Entpacke u_vec in 9 Koordinaten und 9 Geschwindigkeiten\n",
    "    r = u_vec[:9].reshape((3, 3))\n",
    "    v = u_vec[9:].reshape((3, 3))\n",
    "    # DGL-System erster Ordnung (18 Gleichungen)\n",
    "    drdt = v\n",
    "    dvdt = np.zeros_like(v)\n",
    "    for i in range(3):\n",
    "        for j in range(3):\n",
    "            if i != j:\n",
    "                dvdt[i] += G * m[j] * (r[j] - r[i]) / np.linalg.norm(r[j] - r[i])**3            \n",
    "    return np.concatenate([drdt.flatten(), dvdt.flatten()])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Elliptische Lagrangesche homografischen Lösungen\n",
    "\n",
    "Die elliptischen Lagrangeschen homografischen Lösungen im Dreikörperproblem wurden bereits im Jahre 1772 von Joseph-Louis Lagrange entdeckt. In diesen Lösungen bilden die drei Körper zu jedem Zeitpunkt die Eckpunkte eines gleichseitigen Dreiecks, wobei sich die Größe und Ausrichtung des Dreiecks im Laufe der Zeit ändern kann. Wir betrachten im Folgenden den Spezialfall gleicher Massen ($m_1 = m_2 = m_3 =1 $) und setzen die Gravitationskonstante auf Eins ($G=1$). "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Elliptische Lagrangesche homografischen Lösungen (Exzentrizität e)\n",
    "set_G = 1\n",
    "set_m = [1,1,1]\n",
    "\n",
    "def u0_Lagrange(set_e = 0.5):\n",
    "    r_1_0 = np.array([1/np.sqrt(3), 0, 0])\n",
    "    r_2_0 = np.array([-1/(2*np.sqrt(3)), 1/2, 0])\n",
    "    r_3_0 = np.array([-1/(2*np.sqrt(3)), -1/2, 0])\n",
    "    v_1_0 = np.array([0, np.sqrt(1-set_e), 0])\n",
    "    v_2_0 = np.array([-np.sqrt(3*(1-set_e))/2, -np.sqrt(1-set_e)/2, 0])\n",
    "    v_3_0 = np.array([np.sqrt(3*(1-set_e))/2, -np.sqrt(1-set_e)/2, 0])\n",
    "\n",
    "    u_0 = np.concatenate([r_1_0, r_2_0, r_3_0, v_1_0, v_2_0, v_3_0])\n",
    "    return u_0"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Mittels der oben definierten Funktion initialisieren wir den 18 Komponentigen Zustandsvektor $\\vec{u}(0)$ mit ($u_1(0)=x_{1}(0)$, $u_2(0)=y_{1}(0)$, ..., $u_{18}(0)=v_{3z}(0)$) und betrachten speziell eine Anfangsbedingung mit einer Exzentrizität von $e=0.7$."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "u_0 = u0_Lagrange(0.7)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Zum Lösen des gekoppelten Systems von Differenzialgleichungen benutzen wir das Python-Modul <A href=\"https://docs.scipy.org/doc/scipy/tutorial/index.html#user-guide\" target=\"_blank\">SciPy</A>, welches eine breite Kollektion von mathematischen Algorithmen und Funktionen bereitstellt. Im Speziellen werden wir die Funktion <A href=\"https://docs.scipy.org/doc/scipy/reference/generated/scipy.integrate.solve_ivp.html#scipy.integrate.solve_ivp\" target=\"_blank\">'solve_ivp(...)'</A> verwenden, die sich im Untermodul <A href=\"https://docs.scipy.org/doc/scipy/reference/integrate.html#module-scipy.integrate\" target=\"_blank\">'scipy.integrate'</A> befindet, welches Funktionen zum Lösen von gewöhnlichen Differenzialgleichungen bereitstellt. \n",
    "\n",
    "Bei dem numerischen Lösen von Differenzialgleichungen in Python kann der Benutzer zusätzlich die relativen und absoluten Fehler-Toleranzen der berechneten numerischen Werte festlegen, wobei der relative Fehler mit der Zusatzoption 'rtol' und der absolute Fehler mit der Zusatzoption 'atol' kontrolliert wird (näheres siehe <A href=\"https://docs.scipy.org/doc/scipy/reference/generated/scipy.integrate.solve_ivp.html\" target=\"_blank\">scipy.integrate.solve_ivp</A>). Im Folgenden setzen wir die relativen und absoluten Fehler-Toleranzen (rtol und atol) auf $10^{-9}$.\n",
    "\n",
    "Wir lösen das Anfangswertproblem im Bereich $t \\in [0,4]$ unter Verwendung von $N=10000$ zeitlichen Gitterpunkten (mesh points)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "N = 10000\n",
    "t_span = [0,4]\n",
    "tval = np.linspace(0, t_span[1], N)\n",
    "fehler = 1e-9\n",
    "\n",
    "Loes = solve_ivp(DGLsys, t_span, u_0, t_eval=tval, args=(set_G,set_m), rtol=fehler, atol=fehler)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Wir veranschaulichen uns nun die numerischen Ergebnisse in unterschiedlichen Diagrammen."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "rcParams.update({\n",
    "    'axes.titlesize' : 14,\n",
    "    'axes.labelsize' : 16,  \n",
    "    'xtick.labelsize' : 14 ,\n",
    "    'ytick.labelsize' : 14 \n",
    "})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1100x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(11, 5))\n",
    "plt.xlabel(\"t\")\n",
    "plt.ylabel(\"x-Koordinate\")\n",
    "plt.plot(Loes.t,Loes.y[0],color=\"red\", label=r\"$\\rm x_{1}(t)$\")\n",
    "plt.plot(Loes.t,Loes.y[3],color=\"blue\", label=r\"$\\rm x_{2}(t)$\")\n",
    "plt.plot(Loes.t,Loes.y[6],color=\"green\", label=r\"$\\rm x_{3}(t)$\")\n",
    "plt.legend(loc='upper right',fontsize=14);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Die obere Abbildung zeigt, wie sich die x-Koordinaten der drei Körper $x_{1}$, $x_{2}$ und $x_{3}$ im Laufe der Zeit verändern und die untere Abbildung zeigt das zeitliche Verhalten der y-Koordinaten. Man erkennt eine sehr gleichförmigen und periodischen Verlauf."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1100x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(11, 5))\n",
    "plt.xlabel(\"t\")\n",
    "plt.ylabel(\"y-Koordinate\")\n",
    "plt.plot(Loes.t,Loes.y[1],color=\"red\", label=r\"$\\rm y_{1}(t)$\")\n",
    "plt.plot(Loes.t,Loes.y[4],color=\"blue\", label=r\"$\\rm y_{2}(t)$\")\n",
    "plt.plot(Loes.t,Loes.y[7],color=\"green\", label=r\"$\\rm y_{3}(t)$\")\n",
    "plt.legend(loc='upper right',fontsize=14);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Die folgende Abbildung zeigt die Trajektorien der Bewegungen der drei Körper im Konfigurationsraum $(x,y)$. Die Punkte auf den Kurven zeigen die Anfangskonfigurationen der drei Körper. Anhand der grauen Verbindungslinien erkennt man, dass die Anfangskonfiguration die Form eines gleichseitigen Dreiecks hat."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 500x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(5, 5))\n",
    "plt.xlabel(\"x-Koordinate\")\n",
    "plt.ylabel(\"y-Koordinate\")\n",
    "plt.plot(Loes.y[0],Loes.y[1],color=\"red\", label=r\"$\\rm \\vec{r}_1(t)$\")\n",
    "plt.plot(Loes.y[3],Loes.y[4],color=\"blue\", label=r\"$\\rm \\vec{r}_2(t)$\")\n",
    "plt.plot(Loes.y[6],Loes.y[7],color=\"green\", label=r\"$\\rm \\vec{r}_3(t)$\")\n",
    "plt.scatter(Loes.y[0][0],Loes.y[1][0],color=\"red\")\n",
    "plt.scatter(Loes.y[3][0],Loes.y[4][0],color=\"blue\")\n",
    "plt.scatter(Loes.y[6][0],Loes.y[7][0],color=\"green\")\n",
    "plt.plot([Loes.y[0][0],Loes.y[3][0]], [Loes.y[1][0],Loes.y[4][0]], color='grey', alpha=0.2)\n",
    "plt.plot([Loes.y[0][0],Loes.y[6][0]], [Loes.y[1][0],Loes.y[7][0]], color='grey', alpha=0.2)\n",
    "plt.plot([Loes.y[6][0],Loes.y[3][0]], [Loes.y[7][0],Loes.y[4][0]], color='grey', alpha=0.2)\n",
    "plt.legend(loc='upper right',fontsize=14);\n",
    "plt.axis('equal');"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Man erkennt, dass sich die drei Körper ellipsenförmig um ihren gemeinsamen Schwerpunkt bewegen. Während der Bewegung bleibt die Gesamtenergie und der gesamte Drehimpuls des Systems erhalten. Die kinetische und potentielle Energie des Gesamtsystems berechnet sich wie folgt:\n",
    "\n",
    "\\begin{equation}\n",
    "E = E_{kin} + E_{pot} \\quad , \\quad\n",
    "E_{kin} = \\frac{1}{2} \\sum_{i=1}^3 m_i \\vec{v}_i \\cdot \\vec{v}_i \\quad , \\quad E_{pot} = -\\frac{G}{2} \\sum_{i=1}^3 \\sum_{j=1\\\\i \\neq j}^3 \\frac{m_i \\, m_j}{\\left| \\, \\vec{r}_j - \\vec{r}_i \\right|} \n",
    "\\end{equation}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "def E(sol, G, m):\n",
    "    E_kin, E_pot = 0, 0\n",
    "    for i in range(3):\n",
    "        v = np.sqrt(sol.y[i*3+9]**2 + sol.y[i*3+10]**2 + sol.y[i*3+11]**2)\n",
    "        E_kin += 1/2 * m[i] * v**2\n",
    "        for j in range(3):\n",
    "            if i != j:\n",
    "                rji = np.sqrt((sol.y[j*3]-sol.y[i*3])**2 + (sol.y[j*3+1]-sol.y[i*3+1])**2 + (sol.y[j*3+2]-sol.y[i*3+2])**2)\n",
    "                E_pot += -G/2 * m[i] * m[j] / rji\n",
    "    return E_kin, E_pot"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Der Drehimpuls des Gesamtsystems berechnet sich wie folgt\n",
    "\n",
    "\\begin{equation}\n",
    "\\vec{L} = \\sum_{i=1}^3 \\vec{L}_i = \\sum_{i=1}^3 m_i \\vec{r}_i \\times \\vec{v}_i\n",
    "\\end{equation}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "def L_j(sol, m, j):\n",
    "    Li = []\n",
    "    L = 0\n",
    "    for i in range(3):\n",
    "        Li.append(m[i] * np.cross([sol.y[i*3][j],sol.y[i*3+1][j],sol.y[i*3+2][j]], [sol.y[i*3+9][j],sol.y[i*3+10][j],sol.y[i*3+11][j]]))\n",
    "        L += Li[i]\n",
    "    return Li, L\n",
    "def L_g(sol, m):\n",
    "    Lig = []\n",
    "    Lg = []\n",
    "    for j in range(len(sol.t)):\n",
    "        Li, L = L_j(sol, m, j)\n",
    "        Lg.append(L)\n",
    "        Lig.append(Li)\n",
    "    return np.array(Lig), np.array(Lg)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Die untere Funktion stellt eine optimierte Version der oberen Python-Funktion dar. Beide Funktionen berechnen jedoch das gleiche und geben "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "def L_g_short(sol, m):\n",
    "    r = sol.y[:9].reshape(3, 3, -1).transpose(0, 2, 1)\n",
    "    v = sol.y[9:18].reshape(3, 3, -1).transpose(0, 2, 1)\n",
    "    m = np.array(m)\n",
    "    Li = m[:, None, None] * np.cross(r, v)\n",
    "    L_total = Li.sum(axis=0)\n",
    "    return Li.transpose(1, 0, 2), L_total"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Mittels der oben definierten Python-Funktionen berechnen wir für die gesamten Simulationswerte die Energiekomponenten $E$, $E_{kin}$ und $E_{pot}$, den gesamten Drehimpuls $\\vec{L}$ und die Drehimpulse der einzelnen Körper $\\vec{L}_1$, $\\vec{L}_2$ und $\\vec{L}_3$."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "E_kin, E_pot = E(Loes, set_G, set_m)\n",
    "Li, L = L_g_short(Loes, set_m)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Wir visualisieren nun die berechneten Werte."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1100x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(11, 5))\n",
    "plt.xlabel(\"t\")\n",
    "plt.ylabel(r\"Energie $E$\")\n",
    "plt.plot(Loes.t, E_kin + E_pot,c=\"black\", label=r\"Gesamtenergie $E$\")\n",
    "plt.plot(Loes.t, E_kin,c=\"brown\", label=r\"kinetische Energie $E_{kin}$\")\n",
    "plt.plot(Loes.t, E_pot,c=\"orange\", label=r\"potentielle Energie $E_{pot}$\")\n",
    "plt.legend(loc='upper right',fontsize=12);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In der oberen Abbildung erkennt man, dass sich die potentielle und kinetische Energie periodisch so verändern, dass die Gesamtenergie des Systems erhalten bleibt."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1100x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(11, 5))\n",
    "plt.xlabel(r\"t\")\n",
    "plt.ylabel(r\"$L_x, L_y, L_z$\")\n",
    "plt.plot(Loes.t, L[:,0],c=\"brown\", label=r\"Gesamter Drehimpuls $L_x $\")\n",
    "plt.plot(Loes.t, L[:,1],c=\"orange\", label=r\"Gesamter Drehimpuls $L_y $\")\n",
    "plt.plot(Loes.t, L[:,2],c=\"black\", label=r\"Gesamter Drehimpuls $L_z$\")\n",
    "plt.plot(Loes.t, Li[:,0,2],c=\"red\", label=r\"Drehimpuls $L_{1z}$\")\n",
    "plt.plot(Loes.t, Li[:,1,2],c=\"blue\", label=r\"Drehimpuls $L_{2z}$\")\n",
    "plt.plot(Loes.t, Li[:,2,2],c=\"green\", label=r\"Drehimpuls $L_{3z}$\")\n",
    "plt.legend(loc='upper right',fontsize=10);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In der oberen Abbildung sind die Drehimpulskomponenten dargestellt. Der gesamte Drehimpuls besitzt nur eine nichtverschwindende Komponente in z-Richtung $\\vec{L}=(\\left(0, 0, L_z \\right)$, mit $L_z \\approx 0.94868$. Dieser Wert setzt sich aus gleichen Teilen aus den zeitlich konstanten Beiträgen der Drehimpulse der einzelnen Körper zusammen ($L_{iz} \\approx 0.3162278$), wobei sich die jeweiligen Kurven in der oberen Abbildung überlagern. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Neben der Visualisierung der Bewegung der einzelnen Körper im Konfigurationsraum $(x,y)$ ist es oft sinnvoll\n",
    "die zeitliche Entwicklung auch als Phasenraumtrajektorien darzustellen. Für jeden der Körper lassen sich z.B. die kartesischen Trajektorien in den Phasenräumen $(v_x,x)$, $(v_y,y)$ und $(v_z,z)$ darstellen:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x500 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure(figsize=(10, 5))\n",
    "gs = gridspec.GridSpec(2, 3, width_ratios=[1, 1, 1], hspace=0.4, wspace=0.4)\n",
    "\n",
    "ax1 = fig.add_subplot(gs[0, 0]) # Oben links\n",
    "ax2 = fig.add_subplot(gs[0, 1]) # Oben mitte\n",
    "ax3 = fig.add_subplot(gs[0, 2]) # Oben rechts\n",
    "ax4 = fig.add_subplot(gs[1, 0]) # Unten links\n",
    "ax5 = fig.add_subplot(gs[1, 1]) # Unten mitte\n",
    "ax6 = fig.add_subplot(gs[1, 2]) # Unten rechts\n",
    "\n",
    "ax1.set_xlabel(r\"$r_{1x}$\")\n",
    "ax1.set_ylabel(r\"$v_{1x}$\")\n",
    "ax1.plot(Loes.y[0],Loes.y[9],color=\"red\")\n",
    "ax1.scatter(Loes.y[0][0],Loes.y[9][0],color=\"red\")\n",
    "\n",
    "ax2.set_xlabel(r\"$r_{2x}$\")\n",
    "ax2.set_ylabel(r\"$v_{2x}$\")\n",
    "ax2.plot(Loes.y[3],Loes.y[12],color=\"blue\")\n",
    "ax2.scatter(Loes.y[3][0],Loes.y[12][0],color=\"blue\")\n",
    "\n",
    "ax3.set_xlabel(r\"$r_{3x}$\")\n",
    "ax3.set_ylabel(r\"$v_{3x}$\")\n",
    "ax3.plot(Loes.y[6],Loes.y[15],color=\"green\")\n",
    "ax3.scatter(Loes.y[6][0],Loes.y[15][0],color=\"green\")\n",
    "\n",
    "\n",
    "ax4.set_xlabel(r\"$r_{1y}$\")\n",
    "ax4.set_ylabel(r\"$v_{1y}$\")\n",
    "ax4.plot(Loes.y[1],Loes.y[10],color=\"red\")\n",
    "ax4.scatter(Loes.y[1][0],Loes.y[10][0],color=\"red\")\n",
    "\n",
    "ax5.set_xlabel(r\"$r_{2y}$\")\n",
    "ax5.set_ylabel(r\"$v_{2y}$\")\n",
    "ax5.plot(Loes.y[4],Loes.y[13],color=\"blue\")\n",
    "ax5.scatter(Loes.y[4][0],Loes.y[13][0],color=\"blue\")\n",
    "\n",
    "ax6.set_xlabel(r\"$r_{3y}$\")\n",
    "ax6.set_ylabel(r\"$v_{3y}$\")\n",
    "ax6.plot(Loes.y[7],Loes.y[16],color=\"green\")\n",
    "ax6.scatter(Loes.y[7][0],Loes.y[16][0],color=\"green\");"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Diese zeitliche Entwicklung der Körper im Phasenraum kann man auch in radialen Zentrumskoordinaten visualisieren. Dazu transformieren wir die kartesischen Trajektorien der Körper in Koordinaten, die die radiale Entfernung der Körper vom gemeinsamen Zentrum beschreiben ($r_1, r_2$ und $r_3$). Zusätzlich berechnen wir auch die radialen Geschwindigkeiten der Körper relativ zum gemeinsamen Zentrum ($v_1, v_2$ und $v_3$).\n",
    "\n",
    "Der Schwerpunkt $\\vec{r}_S=\\left( x_S, y_S, z_S \\right)$ und die Geschwindigkeit des Schwerpunkts $\\vec{v}_S=\\left( v_{xS}, v_{yS}, v_{zS} \\right)$ berechnen sich wie folgt:\n",
    "\n",
    "\\begin{equation}\n",
    "\\vec{r}_S = \\frac{\\sum_{i=1}^3 m_i \\vec{r}_i}{\\sum_{i=1}^3 m_i}  \\quad \\hbox{und} \\quad\n",
    "\\vec{v}_S = \\frac{\\sum_{i=1}^3 m_i \\vec{v}_i}{\\sum_{i=1}^3 m_i}  \n",
    "\\end{equation}"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Der Abstand jedes Körpers zum gemeinsamen Schwerpunkt ($R_i$) ist die euklidische Norm der relativen Positionsvektoren:\n",
    "\n",
    "\\begin{equation}\n",
    "R_i = \\sqrt{ \\left( r_{ix} - x_S  \\right)^2 + \\left( r_{iy} - y_S  \\right)^2 + \\left( r_{iz} - z_S  \\right)^2}\n",
    "\\end{equation}\n",
    "\n",
    "Die radiale Geschwindigkeit $V_i$ des Körpers $i$ ist die Projektion des relativen Geschwindigkeitsvektors auf den Position-Einheitsvektor:\n",
    "\n",
    "\\begin{equation}\n",
    "V_i = \\left( \\vec{v}_{i} - \\vec{v}_S \\right) \\cdot \\frac{\\left( \\vec{r}_{i} - \\vec{r}_S \\right)}{r_i}\n",
    "\\end{equation}"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Die zwei folgenden Python-Funktionen berechnen die gleichen oben definierten Größen, wobei die zweite Version mittels der Einsteinschen Summenkonvention das Skalarprodukt der Projektion berechnet (elegantere Variante)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Koordinaten-Transformation: Schwerpunkt, r, v_r\n",
    "def Transf_S(Loes, m):\n",
    "    # Schwerpunkt\n",
    "    x_S = (m[0]*Loes.y[0] + m[1]*Loes.y[3] + m[2]*Loes.y[6]) / sum(m)\n",
    "    y_S = (m[0]*Loes.y[1] + m[1]*Loes.y[4] + m[2]*Loes.y[7]) / sum(m)\n",
    "    z_S = (m[0]*Loes.y[2] + m[1]*Loes.y[5] + m[2]*Loes.y[8]) / sum(m)\n",
    "    # Geschwindigkeit Schwerpunkt\n",
    "    v_x_S = (m[0]*Loes.y[9] + m[1]*Loes.y[12] + m[2]*Loes.y[15]) / sum(m)\n",
    "    v_y_S = (m[0]*Loes.y[10] + m[1]*Loes.y[13] + m[2]*Loes.y[16]) / sum(m)\n",
    "    v_z_S = (m[0]*Loes.y[11] + m[1]*Loes.y[14] + m[2]*Loes.y[17]) / sum(m)\n",
    "    # Relativer Radius\n",
    "    r_1 = np.sqrt((Loes.y[0]-x_S)**2 + (Loes.y[1]-y_S)**2 + (Loes.y[2]-z_S)**2)\n",
    "    r_2 = np.sqrt((Loes.y[3]-x_S)**2 + (Loes.y[4]-y_S)**2 + (Loes.y[5]-z_S)**2)\n",
    "    r_3 = np.sqrt((Loes.y[6]-x_S)**2 + (Loes.y[7]-y_S)**2 + (Loes.y[8]-z_S)**2)\n",
    "    # Radiale Geschwindigkeit \n",
    "    vr_1 = ((Loes.y[0]-x_S)*(Loes.y[9]-v_x_S) + (Loes.y[1]-y_S)*(Loes.y[10]-v_y_S) + (Loes.y[2]-z_S)*(Loes.y[11]-v_z_S)) / r_1\n",
    "    vr_2 = ((Loes.y[3]-x_S)*(Loes.y[12]-v_x_S) + (Loes.y[4]-y_S)*(Loes.y[13]-v_y_S) + (Loes.y[5]-z_S)*(Loes.y[14]-v_z_S)) / r_2\n",
    "    vr_3 = ((Loes.y[6]-x_S)*(Loes.y[15]-v_x_S) + (Loes.y[7]-y_S)*(Loes.y[16]-v_y_S) + (Loes.y[8]-z_S)*(Loes.y[17]-v_z_S)) / r_3\n",
    "    return [x_S,y_S,z_S],[r_1,r_2,r_3],[vr_1,vr_2,vr_3]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Koordinaten-Transformation: Schwerpunkt, r, v_r (elegantere Variante)\n",
    "def Transf_S(Loes, m):\n",
    "    # Daten restrukturieren: (3 Körper, 3 Dimensionen)\n",
    "    # y[0:9] sind Positionen, y[9:18] sind Geschwindigkeiten\n",
    "    pos = Loes.y[0:9].reshape(3, 3, -1)\n",
    "    vel = Loes.y[9:18].reshape(3, 3, -1)\n",
    "    # Massen für Multiplikation (3 Körper, 1 Achse, 1 Zeit)\n",
    "    m_arr = np.array(m).reshape(3, 1, 1)\n",
    "    \n",
    "    # Schwerpunkt (Zentrum der Masse) berechnen\n",
    "    pos_S = np.sum(m_arr * pos, axis=0) / np.sum(m)\n",
    "    vel_S = np.sum(m_arr * vel, axis=0) / np.sum(m) # Geschwindigkeit des Schwerpunkts\n",
    "    \n",
    "    # Relative Positionen und Geschwindigkeiten zum Schwerpunkt\n",
    "    rel_pos = pos - pos_S\n",
    "    rel_vel = vel - vel_S \n",
    "    \n",
    "    # Radien Positionsvektoren der drei Körper\n",
    "    r = np.linalg.norm(rel_pos, axis=1)\n",
    "    \n",
    "    # Radiale Geschwindigkeit (Skalarprodukt / r)\n",
    "    # np.einsum: \"Einsteinsche Summenkonvention\" für das Skalarprodukt\n",
    "    # v_r mit np.einsum (über Achse 1 summieren, Achse 0 und 2 behalten)\n",
    "    # 'ijk,ijk->ik' bedeutet: (Körper i, Koordinate j, Zeit k)\n",
    "    vr = np.einsum('ijk,ijk->ik', rel_pos, rel_vel) / (r + 1e-15)\n",
    "    \n",
    "    return pos_S, r, vr"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Mittels einer der oben definierten Python-Funktionen berechnen wir für die gesamten Simulationswerte die Schwerpunktskoordinaten $\\vec{r}_S=\\left( x_S, y_S, z_S \\right)$, die relativen Abstände $R_i$ der Körper zum gemeinsamen Schwerpunkt und die radialen Geschwindigkeiten $V_i$ der Körper."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "r_S, R, Vr = Transf_S(Loes,set_m)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Wir Visualisieren nun die Bewegung der Körper und stellen die Trajektorien auch im Phasenraum der radialen Zentrumskoordinaten dar."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "from matplotlib.animation import FuncAnimation\n",
    "from IPython.display import HTML\n",
    "\n",
    "rcParams.update({\n",
    "    'axes.titlesize' : 10,\n",
    "    'axes.labelsize' : 10,  \n",
    "    'xtick.labelsize' : 10 ,\n",
    "    'ytick.labelsize' : 10 ,\n",
    "    'legend.fontsize' : 10\n",
    "})"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Die folgende Python-Funktion stellt die Bewegung der Körper in einer Animation dar."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "def create_animation(Loes, R, Vr, r_S, N, frames_N=100):\n",
    "    # Berechnung der zu Animation verwendeten Indices\n",
    "    indices = [int(f * (N - 1) / (frames_N - 1)) for f in range(frames_N)]\n",
    "    \n",
    "    fig = plt.figure(figsize=(11, 5))\n",
    "    gs = gridspec.GridSpec(2, 3, width_ratios=[2, 1, 1], hspace=0.3, wspace=0.4)\n",
    "    \n",
    "    ax1 = fig.add_subplot(gs[:, 0]) # Links (erstreckt sich über beide Reihen)\n",
    "    ax2 = fig.add_subplot(gs[0, 1]) # Oben mitte\n",
    "    ax3 = fig.add_subplot(gs[0, 2]) # Oben rechts\n",
    "    ax4 = fig.add_subplot(gs[1, 1]) # Unten mitte\n",
    "    ax5 = fig.add_subplot(gs[1, 2]) # Unten rechts\n",
    "    \n",
    "    # Statische Plots\n",
    "    ax1.axis('equal')\n",
    "    ax1.set_xlabel(\"x-Koordinate\")\n",
    "    ax1.set_ylabel(\"y-Koordinate\")\n",
    "    ax1.plot(Loes.y[0], Loes.y[1], color=\"red\", label=r\"$\\rm \\vec{r}_1(t)$\")\n",
    "    ax1.plot(Loes.y[3], Loes.y[4], color=\"blue\", label=r\"$\\rm \\vec{r}_2(t)$\")\n",
    "    ax1.plot(Loes.y[6], Loes.y[7], color=\"green\", label=r\"$\\rm \\vec{r}_3(t)$\")\n",
    "    ax1.legend(loc='upper right')\n",
    "    ax1.axis('equal')\n",
    "    \n",
    "    ax2.set_xlabel(r\"Radius $r_1$\")\n",
    "    ax2.set_ylabel(r\"radiale Geschwind. $v_{r_1}$\")\n",
    "    ax2.plot(R[0], Vr[0], color=\"red\")\n",
    "    \n",
    "    ax3.set_xlabel(r\"Radius $r_2$\")\n",
    "    ax3.set_ylabel(r\"radiale Geschwind. $v_{r_2}$\")\n",
    "    ax3.plot(R[1], Vr[1], color=\"blue\")\n",
    "    \n",
    "    ax4.set_xlabel(r\"Radius $r_3$\")\n",
    "    ax4.set_ylabel(r\"radiale Geschwind. $v_{r_3}$\")\n",
    "    ax4.plot(R[2], Vr[2], color=\"green\")\n",
    "    \n",
    "    ax5.set_xlabel(\"x-Koordinate\")\n",
    "    ax5.set_ylabel(\"y-Koordinate\")\n",
    "    ax5.plot(r_S[0], r_S[1], color=\"black\", label=r\"$\\rm Schwerpunkt$\")\n",
    "    ax5.legend(loc='upper left')\n",
    "    \n",
    "    # Animationsobjekte\n",
    "    dot_s = 30\n",
    "    dot_r1 = ax1.scatter([], [], color='red', s=dot_s)\n",
    "    dot_r2 = ax1.scatter([], [], color='blue', s=dot_s)\n",
    "    dot_r3 = ax1.scatter([], [], color='green', s=dot_s)\n",
    "    dot_r1a = ax2.scatter([], [], color='red', s=dot_s)\n",
    "    dot_r2a = ax3.scatter([], [], color='blue', s=dot_s)\n",
    "    dot_r3a = ax4.scatter([], [], color='green', s=dot_s)\n",
    "    \n",
    "    line_S1, = ax1.plot([], [], color='grey', alpha=0.2)\n",
    "    line_S2, = ax1.plot([], [], color='grey', alpha=0.2)\n",
    "    line_S3, = ax1.plot([], [], color='grey', alpha=0.2)\n",
    "    \n",
    "    def update(frame):\n",
    "        i = indices[frame]\n",
    "        dot_r1.set_offsets([[Loes.y[0][i], Loes.y[1][i]]])\n",
    "        dot_r2.set_offsets([[Loes.y[3][i], Loes.y[4][i]]])\n",
    "        dot_r3.set_offsets([[Loes.y[6][i], Loes.y[7][i]]])\n",
    "        dot_r1a.set_offsets([[R[0][i], Vr[0][i]]])\n",
    "        dot_r2a.set_offsets([[R[1][i], Vr[1][i]]])\n",
    "        dot_r3a.set_offsets([[R[2][i], Vr[2][i]]])\n",
    "        \n",
    "        line_S1.set_data([r_S[0][i], Loes.y[0][i]], [r_S[1][i], Loes.y[1][i]])\n",
    "        line_S2.set_data([r_S[0][i], Loes.y[3][i]], [r_S[1][i], Loes.y[4][i]])\n",
    "        line_S3.set_data([r_S[0][i], Loes.y[6][i]], [r_S[1][i], Loes.y[7][i]])\n",
    "        \n",
    "        return dot_r1, dot_r2, dot_r3, dot_r1a, dot_r2a, dot_r3a, line_S1, line_S2, line_S3\n",
    "\n",
    "    ani = FuncAnimation(fig, update, frames=frames_N, interval=70, blit=True)\n",
    "    plt.close(fig) \n",
    "    return ani"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Die untere Version stellt die gleiche Animation dar, ist jedoch kompakter geschrieben."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [],
   "source": [
    "def create_animation_short(Loes, R, Vr, r_S, N, frames_N=100):\n",
    "    # Berechnung der zu Animation verwendeten Indices\n",
    "    indices = [int(f * (N - 1) / (frames_N - 1)) for f in range(frames_N)]\n",
    "    \n",
    "    fig = plt.figure(figsize=(11, 5))\n",
    "    gs = gridspec.GridSpec(2, 3, width_ratios=[2, 1, 1], hspace=0.3, wspace=0.4)\n",
    "    \n",
    "    # Achsen-Setup\n",
    "    ax_main = fig.add_subplot(gs[:, 0])\n",
    "    axes_sub = [fig.add_subplot(gs[0, 1]), fig.add_subplot(gs[0, 2]), fig.add_subplot(gs[1, 1])]\n",
    "    ax_cm = fig.add_subplot(gs[1, 2])\n",
    "\n",
    "    colors = ['red', 'blue', 'green']\n",
    "    labels = [r\"$\\rm \\vec{r}_1(t)$\", r\"$\\rm \\vec{r}_2(t)$\", r\"$\\rm \\vec{r}_3(t)$\"]    \n",
    "    dots_main, dots_sub, lines_cm = [], [], []\n",
    "\n",
    "    # Hauptplot (Trajektorien im im Konfigurationsraum (x,y))\n",
    "    ax_main.axis('equal')\n",
    "    for j in range(3):\n",
    "        idx_x, idx_y = j * 3, j * 3 + 1\n",
    "        ax_main.plot(Loes.y[idx_x], Loes.y[idx_y], color=colors[j], label=labels[j], alpha=0.3)\n",
    "        dots_main.append(ax_main.scatter([], [], color=colors[j], s=30))\n",
    "        lines_cm.append(ax_main.plot([], [], color='grey', alpha=0.2)[0])\n",
    "    ax_main.legend(loc='upper right')\n",
    "\n",
    "    # Phasenraum-Plots (R vs Vr)\n",
    "    for j, ax in enumerate(axes_sub):\n",
    "        ax.plot(R[j], Vr[j], color=colors[j], alpha=0.3)\n",
    "        dots_sub.append(ax.scatter([], [], color=colors[j], s=30))\n",
    "        ax.set_xlabel(rf\"$r_{j+1}$\")\n",
    "        ax.set_ylabel(rf\"$v_{{r_{j+1}}}$\")\n",
    "\n",
    "    # Schwerpunktplot\n",
    "    ax_cm.plot(r_S[0], r_S[1], color=\"black\", label=\"Schwerpunkt\")\n",
    "    ax_cm.legend(loc='upper left')\n",
    "\n",
    "    def update(frame):\n",
    "        i = indices[frame]\n",
    "        changed_objects = []\n",
    "        \n",
    "        for j in range(3):\n",
    "            # Update Punkte der Körper im Hauptplot\n",
    "            x, y = Loes.y[j*3][i], Loes.y[j*3+1][i]\n",
    "            dots_main[j].set_offsets([[x, y]])\n",
    "            \n",
    "            # Update Verbindungslinien zum Schwerpunkt\n",
    "            lines_cm[j].set_data([r_S[0][i], x], [r_S[1][i], y])\n",
    "            \n",
    "            # Update Punkte in den Phasenraum-Plots\n",
    "            dots_sub[j].set_offsets([[R[j][i], Vr[j][i]]])\n",
    "            \n",
    "            changed_objects.extend([dots_main[j], lines_cm[j], dots_sub[j]])\n",
    "            \n",
    "        return changed_objects\n",
    "\n",
    "    ani = FuncAnimation(fig, update, frames=frames_N, interval=80, blit=True)\n",
    "    plt.close(fig)\n",
    "    return ani"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
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       "\">\n",
       "  Your browser does not support the video tag.\n",
       "</video>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ani = create_animation_short(Loes, R, Vr, r_S, N)\n",
    "HTML(ani.to_html5_video())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Der Schwerpunkt der Körper ist im Ursprung und verändert sich mit der Zeit nicht (siehe Diagramm rechts unten, beachte x-y-Skala). "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Wir möchten uns nun die Bewegung einer weiteren elliptischen Lagrangeschen Lösung des Dreikörperproblems visualisieren und betrachten eine Anfangsbedingung mit einer größeren Exzentrizität ($e=0.9$)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [],
   "source": [
    "u_0 = u0_Lagrange(0.9)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [],
   "source": [
    "t_span = [0,4]\n",
    "tval = np.linspace(0, t_span[1], N)\n",
    "Loes = solve_ivp(DGLsys, t_span, u_0, t_eval=tval, args=(set_G,set_m), rtol=fehler, atol=fehler)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [],
   "source": [
    "r_S, R, Vr = Transf_S(Loes,set_m)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
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       "  Your browser does not support the video tag.\n",
       "</video>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ani = create_animation_short(Loes, R, Vr, r_S, N)\n",
    "HTML(ani.to_html5_video())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Im Folgenden betrachten wir noch die Spezialfälle $e=0$ und $e=1$."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "AAHpAAABwgAAA+cAAAOVAAACWAAAAdoAAAPQAAACDwAAAjMAAAOMAAACagAAAiMAAAAUc3RjbwAA\n",
       "AAAAAAABAAAAMAAAAGJ1ZHRhAAAAWm1ldGEAAAAAAAAAIWhkbHIAAAAAAAAAAG1kaXJhcHBsAAAA\n",
       "AAAAAAAAAAAALWlsc3QAAAAlqXRvbwAAAB1kYXRhAAAAAQAAAABMYXZmNjAuMTYuMTAw\n",
       "\">\n",
       "  Your browser does not support the video tag.\n",
       "</video>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "u_0 = u0_Lagrange(0)\n",
    "t_span = [0,4]\n",
    "tval = np.linspace(0, t_span[1], N)\n",
    "Loes = solve_ivp(DGLsys, t_span, u_0, t_eval=tval, args=(set_G,set_m), rtol=fehler, atol=fehler)\n",
    "r_S, R, Vr = Transf_S(Loes,set_m)\n",
    "ani = create_animation_short(Loes, R, Vr, r_S, N)\n",
    "HTML(ani.to_html5_video())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "\">\n",
       "  Your browser does not support the video tag.\n",
       "</video>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "u_0 = u0_Lagrange(1)\n",
    "t_span = [0,0.641]\n",
    "tval = np.linspace(0, t_span[1], N)\n",
    "Loes = solve_ivp(DGLsys, t_span, u_0, t_eval=tval, args=(set_G,set_m), rtol=fehler, atol=fehler)\n",
    "r_S, R, Vr = Transf_S(Loes,set_m)\n",
    "ani = create_animation_short(Loes, R, Vr, r_S, N)\n",
    "HTML(ani.to_html5_video())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Fehlende Stabilität und chaotisches Verhalten\n",
    "Die dargestellten elliptischen und kreisförmigen Lagrange-Lösung sind jedoch instabil gegen kleine Änderungen. Die numerischen Lösungen zeigen somit alle, ab einem gewissen Zeitpunkt chaotisches Verhalten. Wir möchten dies exemplarisch an der Lösung mit $e=0.7$ zeigen."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [],
   "source": [
    "u_0 = u0_Lagrange(0.7)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Wir lösen das Anfangswertproblem nun im Bereich $t \\in [0,12.5]$ unter Verwendung von den Fehler-Toleranzen rtol und atol gleich $10^{-13}$."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [],
   "source": [
    "N = 10000\n",
    "t_span = [0,12.5]\n",
    "tval = np.linspace(0, t_span[1], N)\n",
    "fehler = 1e-13\n",
    "Loes = solve_ivp(DGLsys, t_span, u_0, t_eval=tval, args=(set_G,set_m), rtol=fehler, atol=fehler)\n",
    "r_S, R, Vr = Transf_S(Loes,set_m)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
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       "</video>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ani = create_animation_short(Loes, R, Vr, r_S, N)\n",
    "HTML(ani.to_html5_video())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Man erkennt, dass die periodische reguläre Bewegung am Ende der Simulation instabil wird und sich der blaue Körper zum Zeitpunkt $t \\approx 12$ von den beiden anderen separiert. Die weitere Entwicklung folgt dann einem chaotischen Verhalten. Ob reguläre Lösungen stabil gegen Störungen sind, hängt unter anderem vom Massenverhältnis der Körper und von der Exzentrizität der Ellipse ab. Bei den Lagrange-Lösungen ist Stabilität nur möglich, wenn eine Masse deutlich größer als die anderen ist. Wir werden chaotisches Verhalten später näher betrachten."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Die Achterschleife (Figure-8)\n",
    "\n",
    "Die zuvor dargestellten elliptischen Lagrange-Lösungen von drei Körpern gleicher Masse sind reguläre Sonderfälle, die jedoch relativ schnell in numerischen Simulationen in chaotisches Verhalten übergehen, da ihre Bewegung nur bei kleinsten Abweichungen von ihrer Idealbahn instabil wird. Die im Folgenden dargestellte Lösung besitzt hingegen numerische Stabilität und stellt eine wunderschöne, hochsymmetrische und gleichzeitig robuste Inseln der Ordnung inmitten der sonst oft chaotischen Bewegungen des Dreikörperproblems dar.\n",
    "\n",
    "Wir betrachten nun eine weitere reguläre planare Bewegung, die in der Literatur als die \"Figur Acht\" bekannt ist, da alle drei Körper exakt der gleichen (Figur-8)-Flugbahn folgen, jedoch zeitlich versetzt (eine sogenannte choreografische Bewegung). Diese stabile Dreikörper-Bahn wurde 1993 von dem Physiker Cris Moore durch numerische Simulationen gefunden und im Jahre 2000 bewiesen die Mathematiker Alain Chenciner und Richard Montgomery die formale Existenz dieser Lösung. Die Figur-8-Lösung war eine mathematische Sensation, da sie einerseits die erste echte 3-Körper-Choreografie war und andererseits bei gleichen Massenwerten Stabilität zeigte. Zusätzlich war schwingen die drei Körper so umeinander, dass das System als Ganzes nicht rotiert (Gesamter Drehimpuls ist Null).\n",
    "\n",
    "Wir setzen die Gravitationskonstante auf Eins ($G=1$) und die Massenwerte auf $m_1 = m_2 = m_3 =1 $.  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Die reguläre Bewegung der \"Chenciner-Montgomery\" Acht (\"Figur Acht\")\n",
    "set_G = 1\n",
    "set_m = [1,1,1]\n",
    "\n",
    "def u0_Figur8():\n",
    "    r_1_0 = np.array([ 0.97000436, -0.24308753, 0])\n",
    "    r_2_0 = np.array([-r_1_0[0], -r_1_0[1], 0])\n",
    "    r_3_0 = np.array([0, 0, 0])\n",
    "    v_1_0 = np.array([0.466203685, 0.43236573, 0])\n",
    "    v_2_0 = np.array([v_1_0[0], v_1_0[1], 0])\n",
    "    v_3_0 = np.array([-2*v_1_0[0], -2*v_1_0[1], 0])\n",
    "    u_0 = np.concatenate([r_1_0, r_2_0, r_3_0, v_1_0, v_2_0, v_3_0])\n",
    "    return u_0"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Die Bewegung der Körper stellen wir zunächst in einer Animation dar."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [
    {
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       "\">\n",
       "  Your browser does not support the video tag.\n",
       "</video>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "u_0 = u0_Figur8()\n",
    "t_span = [0,6.32591398]\n",
    "tval = np.linspace(0, t_span[1], N)\n",
    "fehler = 1e-9\n",
    "Loes = solve_ivp(DGLsys, t_span, u_0, t_eval=tval, args=(set_G,set_m), rtol=fehler, atol=fehler)\n",
    "r_S, R, Vr = Transf_S(Loes,set_m)\n",
    "ani = create_animation_short(Loes, R, Vr, r_S, N)\n",
    "HTML(ani.to_html5_video())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Mittels der weiter oben definierten Python-Funktionen berechnen wir wider für die gesamten Simulationswerte die Energiekomponenten $E$, $E_{kin}$ und $E_{pot}$, den gesamten Drehimpuls $\\vec{L}$ und die Drehimpulse der einzelnen Körper $\\vec{L}_1$, $\\vec{L}_2$ und $\\vec{L}_3$."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [],
   "source": [
    "E_kin, E_pot = E(Loes, set_G, set_m)\n",
    "Lj, L = L_g_short(Loes, set_m)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Wir stellen diese Größen in den beiden folgenden Abbildungen dar."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1100x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(11, 5))\n",
    "plt.xlabel(\"t\")\n",
    "plt.ylabel(r\"Energie $E$\")\n",
    "plt.plot(Loes.t, E_kin + E_pot,c=\"black\", label=r\"Gesamtenergie $E$\")\n",
    "plt.plot(Loes.t, E_kin,c=\"brown\", label=r\"kinetische Energie $E_{kin}$\")\n",
    "plt.plot(Loes.t, E_pot,c=\"orange\", label=r\"potentielle Energie $E_{pot}$\")\n",
    "plt.legend(loc='upper right',fontsize=12);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1100x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(11, 5))\n",
    "plt.xlabel(r\"t\")\n",
    "plt.ylabel(r\"$L_x, L_y, L_z$\")\n",
    "plt.plot(Loes.t, L[:,0],c=\"brown\", label=r\"Gesamter Drehimpuls $L_x $\")\n",
    "plt.plot(Loes.t, L[:,1],c=\"orange\", label=r\"Gesamter Drehimpuls $L_y $\")\n",
    "plt.plot(Loes.t, L[:,2],c=\"black\", label=r\"Gesamter Drehimpuls $L_z$\")\n",
    "plt.plot(Loes.t, Lj[:,0,2],c=\"red\", label=r\"Drehimpuls $L_{1z}$\")\n",
    "plt.plot(Loes.t, Lj[:,1,2],c=\"blue\", label=r\"Drehimpuls $L_{2z}$\")\n",
    "plt.plot(Loes.t, Lj[:,2,2],c=\"green\", label=r\"Drehimpuls $L_{3z}$\")\n",
    "plt.legend(loc='upper right',fontsize=10);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Wie schon oben erwähnt wurde, summieren sich die Drehimpuls der einzelnen Körper zu Null."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Weitere reguläre planare Bewegung\n",
    "\n",
    "Gerade in den letzten Jahren wurden viele neue reguläre Bewegungen im Dreikörperproblem gefunden. So konnten z.B. die Wissenschaftler Xiaoming Li und Shijun Liao von der Shanghai Jiao Tong Universität in China mittels Methoden der künstlichen Intelligenz (maschinellem Lernen) viele neue periodische Umlaufbahnen im bekannten Dreikörperproblem identifizieren (siehe Literatur weiter unten). Im Gegensatz zu den bisher dargestellten Lösungen betrachten wir nun Systeme mit ungleichen Massenwerten, bei denen Stabilität im Allgemeinen einfacher zu finden ist. Die Anfangsbedingungen der nun dargestellten regulären planaren Bewegungen und noch weitere sind von der folgenden Internetseite erreichbar: <A href=\"https://numericaltank.sjtu.edu.cn/three-body/three-body-unequal-mass.htm\" target=\"_blank\">Periodic orbits for Newtonian planar three-body problem with unequal mass</A>\n",
    "\n",
    "Literatur:\n",
    "\n",
    "Liao, Shijun, Xiaoming Li, and Yu Yang. \"Three-body problem - From Newton to supercomputer plus machine learning.\" New Astronomy 96 (2022): 101850.\n",
    "\n",
    "Liao, Shijun, and Xiaoming Li. \"On the periodic solutions of the three-body problem.\" National Science Review 6.6 (2019): 1070-1071."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Mittels der folgenden Python-Funktion kann der Benutzer eine von sieben Anfangsbedingungen des oben definierten Artikels auswählen. Die Funktion gibt die Liste der Massen der drei Körper und die Anfangsbedingungen zurück."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Anfangsbedingungen der planaren Bewegungen von\n",
    "# https://numericaltank.sjtu.edu.cn/three-body/three-body-unequal-mass.htm\n",
    "set_G = 1\n",
    "\n",
    "def u0_Article_1(num):\n",
    "    match num:\n",
    "        case 1:\n",
    "            m1, m2, m3, x1, v1, v2 = 0.1000, 0.2300, 1.0000, -1.371949198659973e+00, -8.862881132488540e-01, -8.279658998898554e-01\n",
    "        case 2:\n",
    "            m1, m2, m3, x1, v1, v2 = 0.3300, 3.1500, 1.0000, -8.525335038973433e-01, -1.633511563063199e+00, -3.704384551900162e-01\n",
    "        case 3:\n",
    "            m1, m2, m3, x1, v1, v2 = 0.6700, 3.5900, 1.0000, -8.797938089126017e-01, -1.630970837238929e+00, -2.441737423450410e-01\n",
    "        case 4:\n",
    "            m1, m2, m3, x1, v1, v2 = 0.1000, 0.1000, 1.0000, -1.349417050308199e+00, -7.762940193673036e-01, -4.028136981897485e-01\n",
    "        case 5:\n",
    "            m1, m2, m3, x1, v1, v2 = 2.0000, 0.9000, 1.0000, -1.882679774436631e+00, -5.399521505705154e-01, 1.982242573538665e-02\n",
    "        case 6:\n",
    "            m1, m2, m3, x1, v1, v2 = 6.5000, 23.2000, 1.0000, -1.382950469514427e+00, -2.054567296895344e+00, 3.972991955422785e-01\n",
    "        case 7:\n",
    "            m1, m2, m3, x1, v1, v2 = 27.4000, 3.9000, 1.0000, -2.941703082411299e+00, -4.188649992386887e-01, 1.908291421590212e+00\n",
    "        case _:\n",
    "            m1, m2, m3, x1, v1, v2 = 1.1900, 1.6400, 1.0000, -1.202078235710311e+00, -1.045592652499898e+00, -1.744038482791141e-01 \n",
    "            \n",
    "    r_1_0 = np.array([x1, 0, 0])\n",
    "    r_2_0 = np.array([1, 0, 0])\n",
    "    r_3_0 = np.array([0, 0, 0])\n",
    "    v_1_0 = np.array([0, v1, 0])\n",
    "    v_2_0 = np.array([0, v2, 0])\n",
    "    v_3_0 = np.array([0, -(m1*v1 + m2*v2)/m3, 0])\n",
    "    \n",
    "    set_m = [m1, m2, m3]\n",
    "    u_0 = np.concatenate([r_1_0, r_2_0, r_3_0, v_1_0, v_2_0, v_3_0])\n",
    "    return set_m, u_0"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In der folgenden Abbildung sind die Trajektorien von sechs unterschiedlichen reguläre planare Bewegung dargestellt."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [],
   "source": [
    "sims = [1, 3, 4, 5, 6, 7] \n",
    "t_span = [0, 12]\n",
    "tval = np.linspace(0, t_span[1], N)\n",
    "\n",
    "Loes_i = {}\n",
    "for i in sims:\n",
    "    set_m, u_0 = u0_Article_1(i)\n",
    "    Loes_i[i] = solve_ivp(DGLsys, t_span, u_0, t_eval=tval, args=(set_G, set_m), rtol=fehler, atol=fehler)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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Fi7B06VJ899138Pb2xq+//orx48ebqYZhGEaecF9YN/W1LywsLMTMmTMxcOBAPPfccxYqYOQGO2UZxgy6dOmCFi1a4MiRI1i8eHG137l8+TJKSkrQv39/eHt7V/m/IXfNmTNnqvyvT58+VT5r1aoVACAnJ8fichty1VQ3hSUkJMSmK0r269evxv9FR0fjiSeeQPv27eHl5VWet+fTTz8FQMnkreH06dMAUGn6iYGBAwfCy8ur2nrv2bMn1OrKt0Nb1DvDMAxjOtzH1k1972PnzJkDIQSKiopw9uxZjB07FuPGjcPy5cvNOg7DMIxc4b6wbuprX/jSSy8hKSkJ69atq3IsxnXhnLIMYwYhISHluV/efvtt6PV6LFq0qNJ3DAtN1JQXxjAyWd2CFH5+flU+c3Ojy1Sv11tcbsO5goKCqv1/cHAwYmJiLD7+jceqjqtXr6J///7Iy8vD8OHDcdddd8HPzw9qtRphYWEIDw9HaWmpVeeure5VKhWCg4ORmJhY5X/2qneGYRjGdLiPrRvuY4kGDRqge/fu2LBhA9LT0/Hqq69i7Nix6Natm0XHYxiGkQvcF9ZNfewLw8LCsGbNGnz44Yfo1KmTucVmZAw7ZRnGTDp06IDw8HAMHz4cixcvhl6vx5IlS8r/b7jhpqamVrt/SkpKpe85AsO50tLSqv1/dWU1jL7duIIkAOTm5tZ4rpqSjX/88cfIzs7GN998g6lTp1b63+zZsxEeHl7jMU2lYt23bt260v+EEEhNTXVovTMMwzDmwX0s97HmMnr0aOzcuRMHDx5kpyzDMIqA+0LuC2/EEH378ssvV0mDAAARERFQqVTw9/fnmZ4uBsc8M4wFtGvXDmFhYWjdujXeffddzJ8/v/x/nTt3hpeXF/79918UFRVV2TcsLAwATWFwFD169ACAavMKJSQkVFqx0oBhhczqRvoM0zbMISoqCgDKV7w0IISotlyGvEPmjNj26tULgLGOK3Ls2DGUlJQ4tN4ZhmEY8+E+lvtYczBMRXV3d3f4uRmGYewF94XcF1akW7dueOyxx6p9AYC/vz8ee+wxTJs2zebnZuwLO2UZxkLatm2L8PBwtG3bFu+99x5eeeUVAICHhwceeughZGRkYNmyZZX2+fPPP/HXX3+hQ4cOuP322x1W1kGDBiE0NBTbt2/HkSNHKv3vzTffrLYjMuTquTFR+ZYtWywaZTSMJB46dKjS5++99x7Onz9f5fuBgYEAgPj4eJPP8fDDD8PNzQ0rVqyolC9Iq9Xi1VdfBQDMmDHD3KIzDMMwDob7WPNQeh974sSJaj8/c+YM1qxZA3d3d4wcOdIu52YYhnEW3Beah5L7wpEjR+Lrr7+u9gUAzZo1w9dff41Vq1bZ/NyMfeH0BQxjBa1bty6fWvLhhx9Cr9fjo48+wvvvv4/w8HAsWbIEhw8fxoABAxAbG4uff/4Z3t7eWL9+vUOTc2s0GqxZswYTJ07EiBEjMHnyZDRv3hzh4eFITExEjx49cO7cuUr73H333Wjfvj02bNiA+Ph49OrVC5cuXcK+ffswfvx47Ny506wyzJ49G+vXr8d9992HBx98EI0bN8bRo0dx6tQpTJgwATt27Kj0/c6dO6NFixb48ccf4enpiVatWkGlUuG5556Dv79/tedo37493n//fbz44ovo3r07HnzwQfj4+GD79u2IiIjA3XffXWUqiy2p2AEnJydX+ey1115D586d7XZ+hmEYJcF9rOkovY+9//774ebmhj59+iA0NBRarRYRERHYs2cPhBD45JNP0KZNG7ucm2EYxplwX2g6Su8LGWXCkbIMYyUhISEIDw9Hx44dsWLFCsydOxdNmzbFsWPH8PzzzyMqKgrLly/Hnj17MGnSJBw7dqzaVSntzbhx47B792707dsXP/30E7766iu0atUKhw4dgl6vr5L7pkGDBvj7778xadIkHD9+HF988QVKSkpw4MCBWle8rIlevXph9+7d6N27N7Zu3Yp169YhICAA//zzD/r27Vvl+xqNBlu3bsWtt96KH374AW+99RbefPNNZGdn13qeefPm4bfffkO3bt3w7bff4tNPP4WHhwc++ugjbNmypcYcRLZg48aN5S9DEviKnxnyOzEMwzCmwX2saSi9j12wYAG6dOmCo0ePYvXq1fjyyy8RERGBhx9+GEeOHMFzzz1nl/MyDMPIAe4LTUPpfSGjTFRCCOHsQjAM4zzy8/MRHByMW265BceOHXN2cRiGYRhGMXAfyzAMw9R3uC9kmJrhSFmGqScUFhYiPz+/0md6vR4vv/wyiouLMWnSJOcUjGEYhmFcHO5jGYZhmPoO94UMYz4cKcsw9YQzZ85g0KBBGDNmDNq1a4f8/HwcPHgQFy9eRNeuXXHs2DH4+Pg4u5gMwzAM43JwH8swDMPUd7gvZBjzYacsw9QT0tPT8corryA8PBypqanQ6XQIDQ3FpEmT8PrrryMgIMDZRWQYhmEYl4T7WIZhGKa+w30hw5gPO2UZhmEYhmEYhmEYhmEYhmEcCOeUZRiGYRiGYRiGYRiGYRiGcSDslGUYhmEYhmEYhmEYhmEYhnEg7JRlGIZhGIZhGIZhGIZhGIZxIG7OLgBjOZIkISkpCb6+vlCpVM4uDsMwjCwQQiA/Px8tWrSAWs1jj4zlcD/LMAxjhPtX5cD9G8MwjH0xtc9kp6wLk5SUhJCQEGcXg2EYRpbEx8ejVatWzi4G48JwP8swDFMV7l9dH+7fGIZhHENdfSY7ZV0YX19fAMC1a9dQUlKCoKAglx+1liQJaWlprEWGKEkPa5EvttCTl5eHkJCQ8nskw1iKEvtZQFn3DdYiT1iLfLFGD/evysFgw/j4ePj5+Tm5NI5Fade0NXBdGOG6ILgejFhbF6b2mSohhLC0kIxzycvLg7+/P3Jzc+tdZ8owDFMTfG9kbAW3JYZhGCN8T1QObEuGYRj7Yup9tn67vhWCwYMvSZKzi2I1rEW+KEkPa5EvStPDKAOltUsl6WEt8oS1yBel6WEYc+FrwAjXhRGuC4LrwYij6oKdsjbiwIEDuOuuu9CiRQuoVCps27at1u+HhYVBpVJVeaWkpDimwAzDMAzDMAzDMAzDMAzDOAV2ytqIwsJC9OjRA6tXrzZrv4iICCQnJ5e/goKCzD63Wq1WTM4P1iJflKSHtcgXpelhbIczBz+V1i6VpIe1yBPWIl+UpodhzIWvASNcF0a4LgiuByOOqguuaRsxbtw4LFmyBPfcc49Z+wUFBaFZs2blL0sMLkkSkpOTFRFizlrki5L0sBb5ojQ9jO1w5uCn0tqlkvSwFnnCWuSL0vQwjLnwNWCE68II1wXB9WDEUXXhZtejM3XSs2dPlJaWolu3bli4cCFuv/32Gr9bWlqK0tLS8vd5eXkAqLG4u7uXNxa1Wl3rtiFaqKZtvV4PtVpd47bhnBW3NRoNhBA1bgshoFara9yu2NDd3NzKj+/qmjQaTfnxTNEhZ02W2kaumqyxjZw0Ga5/w7alOuSkyWCb6u4RpmwzymTcuHEYN26c2fsFBQUhICDA6vO7u7tbfQw5oSQ9rEWesBb5ojQ9DGMufA0Y4bowwnVBcD0YcURdcKSsk2jevDnWrFmDX375Bb/88gtCQkIwbNgwnDp1qsZ9li1bBn9///JXSEgIACAjIwNNmjRBVlYWMjIyAACpqanIysoCACQnJyMnJwcAkJiYiNzcXABAfHw88vPzAQCxsbEoLCwEAMTExKCkpAQAEBUVBa1WCwCIjIyETqeDJEmIjIyEJEnQ6XSIjIwEAGi1WkRFRQEASkpKEBMTA4Cim2JjYwEA+fn5iI+PBwDk5uYiMTERAJCTk4Pk5ORy5056enq5NlfVlJeXh7KyMqjVamRlZSE1NdWlNanVamg0mnIdrqwpPz8fpaWlUKvV5W3PVTUlJiaiSZMm5dsAXFpTYWEhiouLoVarq71HmKqJYQz07NkTzZs3x6hRo/DPP//U+t3S0lLk5eVVehlo0qQJAONAjiRJNW4bBrJq2tbr9bVuCyGqbAOoddtw/pq2K5YRAAIDA8sHM1xZk7m2kbMmtVqNwMDAchuZqkOOmlQqldltTK6aAGpjhgFKS3XIRVNF29R0j6htm2FcHbVajSZNmvD0bHBdVITrguB6MOKwuhCMzQEgfv31V7P3GzJkiJg6dWqN/y8pKRG5ubnlr/j4eAFAZGZmioSEBFFWVib0er0QQgi9Xl/jtiRJtW7rdLpatyVJqrIthKh123D+mrYNZdTr9SI+Pl6UlZXVqUPumsrKykRcXFwlba6syVLbyFGTTqezyjZy0lRWViYSEhKETqezSodcNFW0TXX3CFO2c3NzBQCRm5srGGViSj97+fJlsWbNGnHixAnxzz//iJkzZwo3Nzdx8uTJGvd5++23BYAqr8uXL4uEhASRnJwsUlNThRBCJCUlifT0dCGEEAkJCSIzM1MIIURcXJzIzs4WQggRGxtb3g6joqJEfn6+EEKIyMhIUVRUJIQQIiIiQpSUlAghhLh06ZLQarVCp9OJS5cuCZ1OJ7Rarbh06ZIQgn4HRERECCGEKCoqEpGRkUIIIfLz80VUVJQQQojc3FwRGxsrhBAiOztbxMXFCSFE+W8FIYRITU0V58+fF3q9XqSmprq0pvj4eJGQkCBSU1NFUlJSuT5X1KTX68Xly5dFfHy8EEKI9PR0l9WUmZkpzp49K/R6faW254qaoqOjy8tU3fXkappycnLE6dOnhV6vr/EeUZOmiIgI7l8VQn3+raTX60VCQkL578f6DNeFEa4LguvBiLV1Yep9ViXE9aFXxmaoVCr8+uuvmDRpkln7vfzyyzh06BCOHDli0vfz8vLg7++P7OxsSJKEgIAAlx/RkCQJOTk5rEWGKEkPa5EvttBjuDfm5ubCz8/PxiVk5ICl/ezQoUMRGhqKb775ptr/V5cmKCQkBJmZmQAAPz8/qNVq2acAqW67Yhl1Oh1ycnIqRWW6qiZJkpCXl2eybeSsCQCys7Ph7+9fni7IFB1y1KTX65GdnW1WG5OrJr1eX96vqFQql08TVNE2KpXKrDRBOTk5aNSoEfevCqA+/1ZS2m9na+C6MMJ1QXA9GLG2Lky9z3JOWRlx5swZNG/e3Oz91Gq1TfLlyYEbp+65MkrSAihLD2uRL0rTw8iL/v3749ChQzX+39PTE56enlU+d3Nzq/JjquKPM3O3DXmTzd1WqVQ1bqtUqlq3K57fzc2tfMq/q2uq7p5hjQ5na2rcuLHNdThDk0ajsXkbc5YmNzc3u7UxZ2i60TbV3SNM2WYYV4V/axrhujDCdUFwPRhxVF1wz2ojCgoKcObMGZw5cwYA5Vw8c+YM4uLiAADz58/HtGnTyr+/cuVK/Pbbb7h69SrOnz+PuXPnYt++fXj22WfNPrckSYiPj1dEnifWIl+UpIe1yBel6WHkhaWDn0prl0rSw1rkCWuRL0rTwzDmwteAEa4LI1wXBNeDEUfVBUfK2ogTJ05g+PDh5e/nzZsHAJg+fTo2bNiA5OTkcgctQAvevPjii0hMTIS3tze6d++Ov//+u9IxTEWlUsHX17d8pNuVYS0yQQigpATIzgZycoCcHKjy8tAoK4v0lJQYX3o9ff/GTCgeHoCnJ728vOhvgwZAQADg72/86+MDOLiOXNo2N6AkLYDy9DC2o6CgAFevXi1/bxj8DAwMRGhoKObPn4/ExERs2rQJAA1+tm3bFl27dkVJSQm+/vpr7Nu3D7t37zb73Eprl0rS43JaCguB9HQgLw/Izzf+LSiAqrQUjfPzoXJzA3Q6eqnVgJtb5ZenJ+Dra3w1bEivJk3ovQzqwuXsUgtK0gIoTw/DmAtfA0bsXhclJUBWFj1T5uYCxcVAUZHxVVwMlJXR86QkVX4Z+jt3d3quNDxbNmwI+PnRy9fXuO3hYVVRuV0QXA9GHFUXnFPWhanPuYAYKykuBuLjgZQU4ys5mf6mpVHHqdU6piwaDdC4MdCsGb2Cg+nVrBkQGgqEhFBnzDAmwvdGZRIWFlbtwKVh8HPGjBmIjY1FWFgYAOCDDz7AV199VWnw86233jJr8JPbEmM2Wi0QFwdcuwbExgKJiUBqKvWtqan0EOoMbroJ6NED6NyZnLeBgUDTpvSXH7wYE+F7onJgWzJWU1ICJCXRM2TFvykpRkdscbHjyuPnBwQF0atpU/obHEzPkqGh1Pdxf8c4EFPvs+yUdWEqLvSVm5uLkJAQl8/1ZAgRZy02Ij8fuHIFiImhh0PDKyXFtP09PCiiNSAAwtcX+TodfJs2hcrbm6JfvbxoFBOgTq5iR6fVUmddWmp8FRbSKGlODv0tKam7DGo10LIl0KYN0Lo10K4dPVS2a2c8t5nIwjY2QklaANvo4QcNxlYosZ8FlHXfcKqWjAzg0iV6Xb4MXL1KD6UW/rQWoJlUHh4ecOhjo7s70K8f9bUtW1L/2r49PdBa+ADLbUy+WKOH+1flUJ9tqbRr2hpMqouiIiAqip4nY2KA6Gj6m5Rk2kk8PGgA0M+PZkg2aGD826ABRb+qVBSoo1LRs59KRbNFysrombKsjJ4ltdrKs0xyc4GCAoqsrYsGDchBGxJCz5SdOtGrVSvg+qKG3C74+qiItXXBC33VI1QqFRo1aqSIEHPWYgW5ucYHw8uXaTsxsebv+/vTw5chQtXwCgqijjMggDovQ/mFoM7PllMjtVpy0Kank6M4NdX4NzmZHMhFRRTVGx8PHDxo3NfDA+jQgRy0nTtTBFDbttSR1wG3M/miND2MMlBau1SSHodp0euBiAjg9Gng1CngwgVyylqLRkPRO0FB1O96elKEj78/PcA2bGhMAWSYuunhQYOShtRBQtADaWkpPSTHx1Ok7rVr9PBcVlZ7GcrKgMOHq37u40PO2Q4dgC5dgG7dyGHL/axLozQ9DGMufA0YqVIXpaXU1126RP3cpUv0PFbTYKOPDz1PNm8OtGhBf5s1o36tUSOaDVnxedIeSBI5ZtPTaVaK4W9aGj1XxsVR31hcTMFKV65U3t/LC+jQAaqOHdG0dWuobr3V5L5OifD1YcRRdcGRsi5MfR7hrPcIQQ7XM2fodfYsjVhWR/Pm9FDVpg05LQ0RpwEBDiuuxQhBD72GaaAxMRSJdPkyRd3eiJ8fOWd79QJ69gRuvplTH9RD+N7I2ApuS/UYIYDISODIEeDkSeprLUk9oNHQA2urVsaUPM2bG6dWNmrkuAc/SaJBz7g4inq6dIkGOwsKTD+Gtzf1rbfcAvTuTX2tt7fdiszIC74nKge2JQOAIk7PnKHBxlOn6BmruqjTJk3IUWl4tW1LL1d4ngRo8DEpifq/+HgasLxyhZ4rq0vZ5+NDA5Hdu1N/x30dYwGcvqAeUHFaZVZWFtq0aePyIeaSJCE2Npa1VEdqKnDsGHD0KD0gZmZW/U5oqDFy1PCy0Q8tWdlGkqhjNUQFX7gA/Pdf1XQI3t5A377AwIH0atXq+u4y0mIlStIC2EYPP2gwtkKJ/SygrPuGTbUUFlI/+88/FDmanm76vmo1DXh27EiRpR060ANr8+Ymp9pxml10OnpQjYigvvT8eeDiRdP2dXOjB9Z+/YD+/ekh1s2N25iMsUYP96/KoT7bUmnXtFmUltJz5PUBRxEZCW1JCTw8PY1pcwIDga5daQCuSxd6BQY6s9T2Q5Ko/7tyBVJEBAqOHIFvfDxUN+bC1WioTvr3N/Z1Vi4sJlfq9fVxA9bWBTtl6wEGI+fk5ECj0cDHx8flw8yFECgsLGQtQOVO8+jRqpGwbm7USfbsSa8ePWi6o52QvW10OhrxPH2aRnxPn6bUCBUJCQEGDoQYNgyFN90EHz8/eWoxA9nbxUxsoac+P2gwtkWJ/SygrPuG1Vry8oCwMODvv4Hjx6kvMYW2bckZ2a0bPbi2a0epBaxAVnYpKaFI2v/+o/705EnTIoX9/IBBgyCGDEFh9+7wadrU+VqsRFZ2sQHW6OH+VTnUZ1sq7Zquk/h4Gmj85x/gxIlKkaECgL5lS2j69YOqTx+abRgcXC8XxCpvF15eUEVHA+fO0evs2aopAb28aLbI4MHAkCFUZwqh3l0ftWBtXbBTth5QnztTxZKXR1MJw8LIGVsx8lOtphG6W2+liJSuXa1+AFQ0kmScenr4MHWoer3x//7+wNChwIgRNOKp0NHO+gjfGxlbwW1JoeTnA/v3kyP22LHKfUN1eHgYU+N07079r6+vY8oqF/R6ip799196nT1b/ZTPinh40O+VUaOor+Wpny4P3xOVA9tSwQhB0/L37qXXjYE9QUHA7bfT80/v3pT3lamdpCTq+44dI8d2Vlbl/3fqRM+VQ4bQTNV67sxkCHbK1gMMRs7KykJmZibatm0LjUbj7GJZhV6vR0xMTP3SkpFBHeb+/ZTLp2Ien+Bg4LbbjI5YJ/5ocnnbFBZSZ3rwIMT+/ShNT4enYaqOtzdwxx3AhAn048SFpmq4vF1uwBZ6+EGDsRVK7GcBZd03TNYiSRQJ+/vvNPBZm0NRo6EI2H796HXLLQ4ZuHMpuxhm8xw4QIPJqamV/i0AlJaWGvtZT096YB03jtIJmZjSQQ64lF1MwBo93L8qh/psS6Vd0wDIEXvlCg027t1LU/INaDQ0qHjbbeSMbdeu3GmoyLqwEJPrwuD0PnIECA+nGSU3Pr+PHg2MGQPcdJPLOWi5TRixti7YKVsPqDit0sPDA15eXi4fYi6EQElJifK1FBQA+/YBf/5Jo20Vb+QdOwLDhtGrUyfZ3MgVZRudDqVHj8Lzn3+gCgurnDcwOBgYP55ebds6rYymoiS7ALbRU58fNBjbosR+FlDWfaNOLQkJ5Ij94w9aibkmGjcGBg2iqYj9+zslqtNl7WJYFO3gQXpAvXgRAoCQJKjUalRR4u8P3HkncN99lAtf5risXWrAGj3cvyqH+mxLRV3TGRnAzp3Ux0VHGz/38CAn7B13UL/WsGG1uyuqLqzE4rrIzqbUEAcOUMrBiql+QkPJQTt6NDnDXQBuE0asrQt2ytYD6nNn6pLodHTD3rmTHlwqRul0706d5rBhtEoz4zgkifIF7dwJ7NlD01oN3HILcP/9NPWS0xu4DHxvZGwFtyUXRZIogmXzZkpfUxM33UTRm4MH07YLzZKQNUlJFK21ezctxlkb/fpRPzt0qEtFz9ZX+J6oHNiWLoxWSzM+/viDnICG4B4PDxpcHDmS/nLKGMej1dLz/l9/kZO24vN+ly7A3XdTBG0NTnJGWbBTth5QcVpleno62rdv7/Ih5nq9HlFRUcrS4uUFzfbtFKmTmWn8Qtu2NI1v7FigRQvnFdREFGmbG7VoteQw37GDOlRDnkF/f2DiRIrqadXKOYWuASXZBbCNHn7QYGyFEvtZQFn3jUpaCguB7dvJGZuUVP0OnTrRQNvIkbT4o4xQpF3c3aHZvx/YtatqXsOKNG4MPPggOWjtuGipJSjJLoB1erh/tQ8HDhzAhx9+iJMnTyI5ORm//vorJk2aVOs+YWFhmDdvHi5cuICQkBC88cYbmDFjhsnnrM+2dNlrOikJ2LIF+O03IDfX+HmPHjT7YORIs/Odu2xd2AGb10VRETlmd++mAWLDQqKenhSMNWkSpZWQWTQqtwkj1tYFO2XrARWnVXp5ecHDw8PlQ8yFENBqta6vpawMIiwM0pYtUJ88aZy6FxhI0+LHjZNVagJTUIxtYKKWrCxg2zZg61YgJcX4+W23AY8+CvTtKwv7KckugG301OcHDca2KLGfBZR13xBCQHvtGjx++gmqn36q/kutW1PfO3IkbcsUxdmlohYhgAsXaID6r78oz3t1eHnRIOjUqbIZsFaSXQDr9HD/ah927dqFf/75B3369MG9995bp1M2JiYG3bp1w+zZs/H4449j7969mDt3Lnbs2IExY8aYdM76bEuXuqYliaJhf/qJAkYMrpvgYHLETphgVRoYl6oLO2PXusjOplmZv/1WOc1EaCgwZQrZUiaRzdwmjFhbF+yUrQfU585UtmRnA7/8Avz8szEqVqWihbruuYemSLq7O7eMjHlIEnDoEI1MHzli/DF0883knL3jDkqgz8gGvjcytoLbksy5ehXYuJGiMG9EraZpghMn0qJd9fzBQlaUlFBe/d9/p7z61aFWU//62GNAhw6OLR9TI3xPtD8qlapOp+yrr76KHTt24Pz58+WfTZkyBTk5Ofjzzz9NOg/bUuaUllJ6gm+/BeLjjZ/feivwwAP0TMkpd1wPIYDz5ynwZ88eY/5ZHx/6zfLgg7KblclYjqn3Wb6SFYBer8fly5ehN0y1dmFcVktUFPDOOzRauWYNkJkJ0bgxUiZMgH7rVuDTT4ERI1zaIeuytqkGs7So1cCQIcCqVcCvv1Jn6ekJXLoELFhAzvaffqp9JW87oiS7AMrTwygDpbVLl9fz33/AU08BU6ZA7NqF4pISlEcY9OkDLF5MUwZff51yg7uIQ9bl7VKBWrV4eVHk8po1NOD54INVI4QkiR5Yp0wB5s+vHFnkYJRkF0B5euojR44cwciRIyt9NmbMGBw5cqTGfUpLS5GXl1fpBQDS9XykkiSZtG2I56ppW6/X17othKiyDaDWbcP5a9o2teyG7bKyMly6dAl6vV5+mnJygHXrIO68E2LZMiA+HqJhQ0gPPQRs3Qpp1SpI1x2ytrCTXq/HxYsXobs+tV5OdnJ029Pr9bh06RK015/p7KJJCEhduwJvvglp506Il18GQkMhCgshvv8euOceiP/7P4iTJx3f9mq4PuRmJ0s0Wdr2DG3CcH1YoskU2CmrANRqNdq3bw+1AkbLXEqLEMDx48AzzwCTJ9N0BK2Wkni/+y7wxx9o/MYbUCtktMulbFMHFmtp1Qp45RXKOfvUU0BAAOV3+uADygv0888Od84qyS6A8vQwykBp7dJl9Vy+TNPaZ84Erj+wAICnpyflIv35Z+DLL8nh5+XlxIJahsvapRpM1tKmDfWru3bR3+rSS+zZQ7+zXn8diI21R3FrRUl2AZSnpz6SkpKC4ODgSp8FBwcjLy8PxcXF1e6zbNky+Pv7l79CrufUTktLAwBkZGQgIyMDAJCamoqsrCwAQHJyMnJycgAAiYmJyL2eyzQ+Ph751xfHjY2NReH1lCQxMTEoKSkBAERFRZU7uCIjI6HT6SBJEiIjIyFJEnQ6HSIjIwEAWq0WUVFRAICSkhLEXM9BXVhYiNjr131+fj7ir0eN5ubmIjExEQCQk5OD5ORkAEBWVhZSU1Nr1ZSamorGjRtDrVbLR1NmJkqWLUPZ6NHA559Dn56O0oAA4MUXkblpE1IffhgIDbW5ndRqNVQqVbnTSU52cnTbU6vVaNmyJeLi4hyjKTsbuWPGAFu2IHXBAmj79gWEgPbvvyE98QTw+ONI/uUXlFy/ph11PeXl5cHHxwdqtVqWdrJEk6V2UqvVaNCgQbkOczUZylsXnL7AhamY665hw4blN1VXxjCiIWstQlBOn//9j6J1AIqmHD4ceOSR8qgcl9BiBkrSYzMtJSW0qMyGDcD1mzuCg2m65V13OSQyWkl2AWyjh6fkMbZCif0s4IL3jagocshdvVr5c7UaYt48SOPGQe3n5xpaasHl7FILFmsx5E/cuLGS470cQ1qK2bNpcTAHoCS7ANbp4f7V/piSvqBTp06YOXMm5s+fX/7Zzp07MWHCBBQVFaFBgwZV9iktLUVpaWn5+7y8PISEhCA7OxsBAQHlEWLq6xGYNW2rVCqoVKoat/V6fXnbqm4bQHn7M2xrNJrydlndthACarW6xm1Ty27YNkQAurm5QQjhXE1ZWRCbNkH9888Q1+2j6tgR0tSpwKhRUHt4mK3PHDsBFBnp5uZWXjdysZOj255BP4DytuFwTXFxkL79Fqo//oCqrIxmAXXqBNWsWdAPHQq1m5vdr6cbrw+52cmRbc8wYKHRaGrVV5Om7OxsBAYGcvqC+kDF0QRXR9ZaJIlyoD3yCDB3LjlkPTxoat22bcD77wPdu5dPk5S1FgtQkh6bafHyorxOv/4KvPoq0LQpOWeXLgXuu48WM7HzuJeS7AIoTw+jDJTWLl1GT1ISTW2fPLmyQ7ZxY+Djj4GjRyE98AAik5Plr8UEXMYuJmCxFrWaFtT88ksa8Bw+vHL6CUmiPveee2hw/Hpkij1Rkl0A5empjzRr1qw80stAamoq/Pz8qnXIAjSjwM/Pr9ILQLnjQ61Wm7RtcOTXtK3RaGrdVqlUVbYB1LptOH9N26aWvWJ0eFRUVJXBCYdqys8HVq+G6u67of72W6C0FKpbboFq1Srg+++hnjABag8Pi/SZo0mSJERHR5c73+RkJ0e3PUmScPXq1fL9nKKpdWuoX38dqt9/Bx59FKoGDaC6cgV47TVoHnoIqr17gevOSHvZCah8fcjNTpZostROkiQhKiqqknPaXE2mwJGyLowSI3hkGY0gBHDwILB6NUXrAJT77P77aRplYGANu8lQixUoSY/dtGi1wNatwLp1wPXpD+jaFZg3D+jRw3bnqYCS7AJwpCwjL5TYzwIucN8oLATefJPywlakRQtg8WKgZ8/yj2SvxQxYSw3ExgKbNtGiNzc6EoOCgGefBcaNs9uiN0qyC8CRsnJHpTJtoa+dO3fiP8OMPQAPP/wwsrKyeKEvE3DqNV1aCnz/PbB+vXGRpy5dKPp/4ECH50BX2v3NGmRZF7m5wObNwI8/AtfzQOOmm6jfs1N7kWU9OAlr68LU+yw7ZV2Yig+L3t7ecLsezu7KCCGg0+nko+XUKeCzz4Bz5+h9w4bAQw9RdKy/f627yk6LlShJj921lJQA331HUT6G3F4jRgDPPQdcz+FlK5RkF8A2eurzgwZjW5TYzwIyvm/o9dTnfvNN5c9bt6bZKB06VNlFtlosgLXUQUICsHYtsHNn1VkoPXoAr70GdOxom3NVQEl2AazTw/2rfSgoKMDV67MBevXqhRUrVmD48OEIDAxEaGgo5s+fj8TERGzatAkA5S/s1q0bnn32WcyaNQv79u3D888/jx07dmDMmDEmnbM+29Ip17Qk0Qy61auBlBT6rFMncsYOHuy0BSmVdn+zBlnXRWEhPVt++63Rmd+zJzlne/Wy6alkXQ8Oxtq6MPU+y+kLFIAhrFoJ05Bko+XKFeD554EnnySHrKcnMGsW5Q996qk6HbKAjLTYCCXpsbsWLy/KK7ttG02xVKsp9cUDDwCff27T6ZZKsgugPD2MMlBau5Slnt27gQEDKjtk3dwoQuSXX6p1yAIy1WIhrKUOWrUCFi2iBd1Gj678v7NnadD844+ND6w2Qkl2AZSnRwmcOHECvXr1Qq/rzpV58+ahV69eeOuttwDQojOGxYcAoG3bttixYwf27NmDHj164KOPPsLXX39tskO2vuPwa+D0aWDGDJoBkpJCEf6LF5ODbcgQpzlkAb4fVETWdeHjQ36J62kN4OEBnDkDPPEE8PLLwPUFrWyBrOvBwTiqLjhS1oWpzyOcdiMzk0Ywt2+nKAyNBrj3XnKwNWni7NIxrkpUFLByJXDkCL1v0YI60MGDnVospcL3RsZWcFtyAElJwMSJVT9fv54WzmSYmrh6Ffj0U1p8tSKNGlGe9zvucKqzQ4nwPVE5sC0dQGYmDRQZUkp4e5Nz9pFHKOCHYSwlLQ34+msKAJIkWlz6oYfIZ+Hj4+zSMdfh9AX1gIrTKr28vODh4eHyIeZCCGi1WsdrKSujXC1r1xojLEaPBp55hiIzLMBpWuyEkvQ4RYsQQHg48OGHtBgYAAwdCrz0EtC8uRWHVY5dANvo4QcNxlYosZ8FZHLf0Otp2ubp05U/X7GCIodMRBZabARrsZBjx8jxUXExOAAYNgyYP58WhrMCJdkFsE4P96/KoT7b0u7XtCQBW7ZQoE9hIQ0O3XMP9Xk1rEXiLJR2f7MGl6yL6Gjgo4+oHwSofT3zDA12W5hn3SXrwU5YWxecvqAeIUkSrl27pogQc6doOXiQVnb+5BNyyHbpQgs1LV1qsUMWUJZdAGXpcYoWlYoeELdsAaZPpyjs8HBKabB5c9XFS0xESXYBlKeHUQZKa5dO17NzJ6UqqOiQfegh4PhxsxyygAy02BDWYiEDBtDCOW+8Qbn/DYSFAWPGALt2Vc1BawZKsgugPD0MYy52vQYuXKDp5R98QA7ZLl1oocIFC2TnkAX4flARl6yLdu0oF//KlUBoKC00vWQJMHMmpWO0AJesBzvhqLrgSFkXpj6PcNqEtDTqMMPC6H1gIC3ENGGC3VbwZZhyoqOB996jxeQAoHdvyjVl44XA6iN8b2RsBbclG5OXR4seViQwkKbfeXs7pUiMwigqooH1DRsqf37bbcBbb3EqKivhe6JyYFvamJISWjfihx9oEMjXF5gzx7i2BMPYm7Iyyrn+5Zc0IKBWAw8/TLlo+TeWU+BI2XqEEALFxcVQgn/dIVokCfjpJ+D++8khq9EA06YBv/4K3HWXzTpOJdkFUJYeWWhp1w5Ys4ZWi27QgJyzU6bQjzkzRuNkocWGKE0PowyU1i6doufLL6s6ZDdtogW+rHhYUJJtWIsN8PYmR8jPPwM9ehg/P3wYGDuWFt00EyXZBVCeHoYxF5tfA6dP02yP778nh+z48bRA5X33yd4hy/cDIy5fF+7u5ITdsgUYOZKeJ7/9lmZlHjhg8mFcvh5siKPqQt53CcYkJElCYmKiIkLM7a7l6lVg1iyKkC0qokVEvvsOeP55myfFVpJdAGXpkY0WtZoGBzZvBvr2BUpLKS/QU08ByckmHUI2WmyE0vQwykBp7dKhelJT6f62dq3xswkTgH//pWmdVqIk27AWG9K2LS2Csnhx5c9feQV4/XWguNjkQzldi41Rmh6GMRebXQPFxcDy5RSJGB8PBAUBq1bRfUeGqQqqg+8HRhRTF02b0mzMTz6hxaVTU4F58yjHek5Onbsrph5sgKPqgtMXuDA87cQM9HqayvbVV7Tt7U2pClxgBJOpJ0gSRWsbchs3bEj58UaOdHbJXA6+NzK2gtuSlaxdSxGyFdm+3arFDRnGbPLzaSGw33+v/Pl33wE33eScMrkofE9UDmxLK/nvP0o7lpBA7ydNAubOrZzXmmGcTUkJ/Rb75ht61gwMpIHJoUOdXbJ6AacvqEcIIVBQUKCIEHO7aLl2DXjsMeCLL8ghO3QohfU/8IBdHbJKsgugLD2y1KJW0yDBDz8A3boBBQWU2mDx4lojemSpxQqUpodRBkprl3bXk51N0bEVHbJPPAGcOGFzh6ySbMNa7ISvL+WT/fzzyp8/8gg9rNZRRllpsQFK08Mw5mLVNSBJlLf6scfIIRscDHz6adWFBl0Evh8YUWRdeHlRINqGDZQ6LysLePFF6hPz8qrdRZH1YCGOqgt2yioAIQTS0tIUceHYVIshd+zDDwPnz1NHuXgxTTMJCrL++HWgJLsAytIjay0tW9KUy1mzAJWKInseeQSIiKj267LWYgFK08MoA6W1S7vq2b4dGDWq6mdPPWX7c0FZtmEtdqZ/f8qrV3EGypdfAnfeSYui1IAstViB0vQwjLlYfA2kpQFPP00DPJIEjB5NKcgGDrRPQR0A3w+MKLouunSh/LLTp1Mg0M6dwOTJwLFjVb6q6HowE0fVBacvcGF42kktZGXRlBLDjWbAABoRCg52brkYxhxOnqR2nJYGeHhQ5OzEic4ulezheyNjK7gtmYFWC8ycWXkAadw4YNEiThPEyI/jx4Fnnqn82Y8/Ah06OKc8LgLfE5UD29JMwsIouCcvjxboffVVyo+uUjm7ZAxjHufOAQsXAnFx1H6nTwdmzwbc3JxdMsXB6QvqEUII5OXlKWI0wyZa/v2XVsA8dgzw9KRO87PPHO6QVZJdAGXpcRktffrQQ+LgweTwWLwYWLqUtq/jMlpMRGl6GGWgtHZpcz3XrgG33VbZIbt+PfDOO3Z3yCrJNqzFgfTvD+zbVzmdxpQpFEl0A7LXYiZK08Mw5mLWNaDX0+JdL71EDtkuXSgf9Z13KsIhy/cDI/WmLrp3B77/Hrj3Xkrfs2EDpZhKSgJQj+rBBBxVF+yUVQBCCGRnZyviwrFKiyTRQl7PPANkZgLt29OP6wcecEqnqSS7AMrS41Ja/PyAjz6i6VIqFbB1K/D440BKCgAX02ICStPDKAOltUub6vnpJ8qHbcDPDzh4ELjlFuuPbQJKsg1rcTB+fpQi6LnnjJ+tXEntWa8v/8gltJiB0vQwjLmYfA1kZdFz5aZN9P6RR4D//Q8IDbV/IR0E3w+M1Ku68PICFiwA3n+f8q7/9x8Fte3ZU7/qoQ4cVRecvsCF4WknFcjKohvLiRP0ftIkGtH08nJqsRjGphw5Qitm5uUB/v7Ahx8CvXs7u1Syg++NjK3gtlQLWi1Ndzt3zvjZY4/RZwqIHmLqGTExNIhfkX37yHHLlMP3ROXAtqyDc+dotmV6OuDtDbz9NnDHHc4uFcPYnuRker40/J6bMgWYO5fTGdgATl9QjxBCICcnRxGjGRZpuXgRmDqVHLINGtB0yTfecLpDVkl2AZSlx2W1DBxI0d+dOwO5ucAzz0D89ptraqkBl7UNo2iU1i6t1pOWRukKKjpk160zRvQ7ECXZhrU4kbZtgcOHgcBA42cjRgCXLrmeljpQmh6GMZc6r4GtW4EnnySHbJs2wMaNinXI8v3ASL2ti+bNgbVraZFpAOLHH1H62GMQGRlOLpjzcVSbYKesAhBCID8/XxE3ELO17NpFU7nT0oDWrYFvvqGFRWSAkuwCKEuPS2tp0YKmTo0eDeh0wDvvQHzyCUSFqZaujEvbhlEsSmuXVuk5fRoYP77yZ3//TTnKnICSbMNanIyHB7B7N0UJGXj0UYgffnA9LbXgkrZhGBtS4zUgScCKFbR+g05HjthNm2jQRqHw/cBIva4LjYZSdaxYAfj4QHX6NKXrqDj4Xg9xVJvg9AUuTL2ediJJwKefkhMWAAYNApYsARo2dG65GMZRSBKNaq5dS++HDqUocW9v55ZLBtTreyNjU7gt3cCPPwLLlxvfDx5M7zUa55WJYezBP/8AL7xgfD98OKUMqufwPVE5sC1voKiIUuEdOkTvn36aIgc5HQ9T34iLozSQ0dGUwuDllyuvHcCYDKcvqEdIkoSsrCxIkuTsoliNSVqKi4EXXzQ6ZGfNolEdmTlklWQXQFl6FKFFrQaeegrS4sUoU6shwsNpqlVWlrNLZhWKsA2jOJTWLs3WI0nAW29VdsjOmwd8/LHTHbJKsg1rkRG33w7s3AkAEAB0e/ZA3HEHrVTt4ri8bRjGSqpcAykp9Dx56BBFzC9bRjnS64FDlu8HRrguCKlVK2StWEF9nk5H18NHH9FvwXqGo9oEO2UVQnFxsbOLYDNq1ZKVBTz1FK3s7OFB00ueeYYcVDJESXYBlKVHMVrGjkXWu+8CAQHA5cv0ozIx0dmlsgrF2IZRFEprlybrKS2lFXmvO6gAAGvWAA8/bJ+CWYCSbMNaZERQEHD0KABAEoJyuffrR4vcuTgubxuGsZLya+DKFWD6dODqVcopvXYtMGqUcwvnYPh+YITrgihWqSCWLgWefZY++OEHGowvKnJuwZyAI9oEpy9wYerdtJO4OOC558jh5O9PETpOymHHMLIjLg6YMwdISgIaN6b0Hp06ObtUTqHe3RsZu1Hv21JWFuWvrsivvwIhIc4pD8M4i4kTqX818Ndf1NfWM+r9PVFBsC0BnDoF/N//AYWFQPv2wCefAM2aObtUDCMv/v6bZktptfRs+fHHQHCws0vlEnD6gnqEJEnIyMhQRKh9jVouXABmziSHbMuWwPr1snfIKskugLL0KFJLq1a0+nnHjkBmJvDEE/Rj08VQkm0Y5aC0dmmSnqSkqg7ZPXtk55BVkm1YizyRJAkZ69ZBjB1r/HDMGBoMdUGUZBuGsQRJkpDz228Qc+aQQ7ZXL+Drr+ulQ5bvB0a4Logq9TByJPDVVxRJbogsv3LFuYV0EI5qE+yUVQhlZWXOLoLNqKLl1ClKtp6bC3TpQg7Z0FDnFM5MlGQXQFl6FKmlSRPqNHv3ph+Zc+ZQqg8XQ0m2YZSD0tplrXqioyky0EBICN1LGjWyf8EsQEm2YS3ypKysDGLxYmDuXOOH994LXLrktDJZg5JswzBm8/vv8F64kCL/hgwBPvsM8PV1dqmcBt8PjHBdEFXqoVs3YONGiijPyHDZ4B9LcESbYKesjThw4ADuuusutGjRAiqVCtu2batzn7CwMPTu3Ruenp7o0KEDNmzYYNG51Wo1mjdvDrVM86qaQxUtx45RyoKiIsrjtWYNjdK4AEqyC6AsPYrW4utLqQuGDaMfmy+/DISFObOIZqEk2zDKQWntslY9Fy8CDz5ofD9wIPDzz0CDBo4roBkoyTasRZ5U0jJ1KrBkifGfjz4KHD/uvMJZgJJswzBm88MPUC9ZAg+NBqqJE4EPPwQ8PZ1dKqfB9wMjXBdEjfXQvDnwv/9VDv45cMA5hXQQjmoT9bvF2ZDCwkL06NEDq1evNun7MTExmDBhAoYPH44zZ85g7ty5ePzxx/HXX3+ZfW5JkpCWlqaIUPtKWg4coIiE0lJaBXflSsDb29lFNBkl2QVQlh7Fa/H0BN57j6Ye63TAq68C+/Y5r5BmoCTbMLbFmYOfSmuXNeo5cQKYNs34/p57gFWrADc3xxbQDJRkG9YiT6poGTuWfpMaeOYZYO9ep5TNEpRkG4Yxi2+/BT76CAJA/j33QHr9dUCjcXapnArfD4xwXRC11kPDhhT8M2QIBf+89BKwfbvjC+kgHNUm5Psr28UYN24cxo0bZ/L316xZg7Zt2+Kjjz4CANx88804dOgQPv74Y4wZM8ZexXQdDhwgR5JeD4wYAbz7LuDu7uxSMYzr4OYGvPMO/djctQt47TWK7rkxRyTDuAiGwc9Zs2bh3nvvrfP7hsHP2bNn47vvvsPevXvx+OOPo3nz5tzPVse//1KqIAPTpgHPP++88jAAACEEisqKkFWchbzSPJTqS6GTdNDqtVCr1PBy8yp/NfJqBH8vf6hVHHNhdwYNonRBTz5J7199FVi6lPtYhpErGzeSMwmAmDULxffdBx+VysmFYhgXxNOTIsyXLCGH7KJFQF4e8Mgjzi6Zy8JOWSdx5MgRjBw5stJnY8aMwdyKuapMRK1WIygoyEYlcy5qtRpBsbHA/PnkkB0zBli82CVHMZVkF0BZeuqNFo2GOko3N+o033gDEIKuK5miJNswtsWZg59Ka5dV9Jw4UdkhO3s28Pjjji+YBSjFNoXaQlxMv4io7Chcu3IN13KvIT4vHplFmdDqtSYfx03thsbejRHsE4w2AW3QrlE7tGvUDjc1vgmNvRvbUUFllGIXoBYtvXsD33xDKQwAYMECQKUCRo1ybAHNREm2YRiTWLcO+Pxz2n7qKaifeAJ8BRB8PzDCdUGYVA8aDfDWW0BAAPWDH39MvpuKs60UgKPaBDtlnURKSgqCg4MrfRYcHIy8vDwUFxejQTW520pLS1FaWlr+Pi8vDwCg0+mQnJyMpk2bQq1WQ61Wl4dYV7etUqmgUqlq3Nbr9VCr1TVuAxTKXXFbo9FACFHjthACarW6xu3ykPAzZ1A2Zw489Hqo7rgD0sKFgEoF9fXzuJImnU6H1NRUNG/evNxmddlGzpoM7TYoKAhubm4m65CjJr1ej5SUFIttIydNer0e6enpCAoKgkqlqlpGAHj9dag1Goht24A334TKywvS4MGy1FTRNiqVqso9wpRthgEsG/ysD/1slf7p1CmoZs+GCoAAIJ57Durp011GkyRJSE9PN9k2ctGUWZSJI/FHcDL5JC6kX0BMdgwEBMrKyuDm5gbVDRFc3u7e8PP0g6ebJ9xUbnDXuENAoKSsBCX6EpToSpBbkgudpENqQSpSC1JxLvVcpWO08G2BW4JuQc9mPTEwZCCa+zTnftbafvbmmyF9+y1UU6fSNTR/PgQA9ahRstXE/SxTr9iwweiQfeYZYNYsSJKE1NRUBAcHl19D9RWuCyNcF4TJ9aBSAS+8QGsOfPUVpbsSApg+3XGFtTOOahP1t7W5IMuWLYO/v3/5KyQkBACQnp4Od3d3ZGRkICMjAwCQmpqKrKwsAEBycjJycnIAAImJicjNzQUAxMfHIz8/HwAQGxuLwsJCADTls6SkBAAQFRUFrZYiNCIjI6HT6SBJEiIjIyFJEnQ6HSIjIwEAWq0WUVFRAICSkhLExMQAoCmnsbGxAID8/HzEx8cDAHJzc5GYmAgAyMnJQXp4OFT/938QxcUo7NkTePddZGRnu7QmQ1mysrKQmpoKAC5tp5KSEqSkpChCk6EsOTk5SE5OdmlN7u7uVdpeJU3p6cCCBSgaNgw6rRZ47TVk/fmnLDUVFBQgOzu73E41aqrDTgxT1+BndSi9n614DRUUFABnzkD/+OPQ6XT0nVmzkDVhgktpSklJgbu7u+zv30IInE04iyV/LcHDvzyMkRtHYsGeBdh+ZTsiMyJRqi1F84bN0T+oP+5pew/eGvoWPhz8Ib6+42scmnUIWyZswbqR6/DLg79g5aCVWDlkJb679zusGrQK34z9Bnun7cXPY37G9xO+x8ZJG/FCtxfwaJdHMardKAR7BAMCSMpPwu8Xf8eyg8sw6cdJGL9hPJYfWo7TyacRcSWC+1lL+9kmTZCxfDkAGsDRv/wysG+fbDVZ08+mpaWBYVyGn34CPvuMtufMAWbNKv+XO6fFK4frwgjXBWFWPTz5JPDUU7T96afA+vX2KZSTcESbUAlDCBxjM1QqFX799VdMmjSpxu8MGTIEvXv3xsoKCwWsX78ec+fOLf+hdiPVRfCEhIQgOzsbAQEBLhNxUG20y7VrUD32GFQ5ORC9ekF88gnU3t6urcmCaBDWxJrsqqmsDKoFC6Davx/Cywvis8+g7tnTtTVVs11QUAB/f3/k5ubCz88PjPIwpZ/t1KkTZs6cifnz55d/tnPnTkyYMAFFRUUmz0hRTD97Y3mvXIF66lQYfgSqnn8e0tSprq3JzG1HaErKS8IfV/7Anpg9iMmOqdTebmp8EwaGDET3oO7o0rQLmvg0sZumorIiXMy4iNNJp3Ey5STOpp6FXtKXl6VZw2YY12Ecxnccj1C/0HpnJ5toOnsW4okn6HoCIH36KTBggGtrumE7JycHjRo14v5VAeTl5Sn7t9LOnTS9GqB0PLNnO7c8DKN0/vc/4IsvaPt6VHp9x9T7LKcvcBIDBw7Ezp07K322Z88eDBw4sMZ9PD094enpWe3/EhMT0bx58/IfZ4a/lmxrKuRvNWdbpVLVuG2Yhlftdk4O1HPnAjk5EJ07I/nVV9HMy8tqHU7VdJ3k5ORKdnFlTZIkleuxpQ5naBJC2NU2jtQkhDD9+nd3p0XzXnwRqiNHoJo7F/jyS6hvukk2mm60jeFzc+udYZo1a1Ye6WUgNTUVfn5+1TpkAQX3szecHwkJ0E2eDHd3d6gA4IkngGnTKk2fchVNkiTZ1Da20CQgcCzpGLZc3IKDcQdhiH/w0HjgtpDbMKLtCNza6lYENghERWzRzwohkFWchYS8BKQVpiGtMA2pBanI1+ajUFuIorIiSEJCu0btEJkZWb5vSkEK1p9Zj/VnKMLl/i73Y0q3KWjp2xIaaLifNaWN9eoF1eef08MoAPVzzwGbNgFdushKE/ezjOIJCwMWLqTtKVOMUXzXqXivre9tmuvCCNcFYXE9PPYYpTT4/HN6NWwIPPig/QrqABzVJtgpayMKCgpw9erV8vcxMTE4c+YMAgMDERoaivnz5yMxMRGbNm0CAMyePRufffYZXnnlFcyaNQv79u3DTz/9hB07dlh0/poeMGVPaSkwbx4QHw80bw7x8cfwqvAj09VxWbvUgJL01FstHh60YuZzzwGnT9PfDRuAFi3sVj5zUZJtGOdhyeBnbSimXWZmQnXvvVAbBhAnT67ywOpqyMU2OkmHnZE7seHMBsTlxpV/3q9FP0zoNAHD2gxDQ4+GtR7DHC1CCMTnxeNsyllcyriEq1lXEZ0djZySHEsllLPl4hZsubgFAOWi7RHcA52bdMbNTW9Gt6Bu8NB41HkMudjFFpispX9/6mNffpneT5sG/Pwz0Lat/QpnAUqyDcNU4sQJWjBakoC77qLnzAoBMwb4GjDCdWGE64KwuB5mzQJ0Osox+8EH5JgdP962hXMwjmgTnL7ARoSFhWH48OFVPp8+fTo2bNiAGTNmIDY2FmFhYZX2+b//+z9cvHgRrVq1wptvvokZM2aYfE6Xn3YiSdRp7t0L+PrSypgy+9HKMIqloIByAF25ArRuTfl/XPE+Ug0uf29kqqXi4GevXr2wYsUKDB8+vMbBz5iYGHTr1g3PPvts+eDn888/jx07dmDMmDEmnVNxbamgABg2zPh+zBhgyZJqH1gZ0ynTl+G3iN+w4cwGpBRQ3vWGHg0x8aaJuO/m+9A6oLXNzpVWmIZDcYdwJP4IzqaeRVZx1TzaKpUKzRo2Q7BPMIJ8ghDkEwR/T3/4ePjA290bDdwa0FR4SQ9JSNDqtcjX5iO3JBdXMq/gYNzBWsvg6eaJnsE90a9lPwwKHYT2jdpXmiXEANi8mZyzBrZvByoseuaqKO6eWI9RpC2jo8kpVFAAjBgBLFtGq8QzDOM4hAA++gj48UdAraa+cOhQZ5fKKZh6n2WnrAtjMHJ2djby8/PRsmVL1wq1/+orerm7A6tXA717l09DdDkt1aAkLYCy9LCW66SlATNm0N+ePWmqiUfd0U/2xBa2UeSDBuPUwU+X7WcrotcDo0cDubkQAArbt4f3999D7eIPrM68nwshsD92P1YdW4WEvAQAQGPvxni0+6O49+Z74e3ubdbxatISnR2Nv67+hQNxByqlHAAAd407bm5yM7oHd0enxp3QrlE7tAloAy83L6u0lehKsD1iOz48/CEkIdX63VD/UNzR9g6MbDcSnRp3Kk95VO/72RUrgO+/N74PC6OoISdjjW24f1UOirNlRgb9pk1JqfM3rZLuT9bCdWGE64KwST1IErB4MfDHH3QdrloF9O1r24I6AGvrgp2y9QCDkXNyciCEgL+/v+tEKoSHAy++SNtvv03TS0APOLm5ua6lpQaUpAVQlh7WUoGoKMoBVFAAjBwJLF1Ko5pOwha2UdyDBuM0XLqfvZHnnwcOHwYACD8/5G7eDP8mTVxXz3WcdT+PyIjA8sPLcTrlNAByxj7W6zHcfdPd8HSrPi9xXVTUklWchZ2RO7Hr6i5cybxS/h2VSoVuQd1we8jt6NeiH25uerNJqQQsRavXYtvlbVh/Zj3SC9MBAIENAjG09VBkFGXgWOIxaPXa8u/f1OQm3NP5HoxpPwb6Yr1rXzPXsbiNCUFTpw9ejzz28iLHrJtzs8dZc81w/6ocFGXLoiKa/XX5MhAaSrO//P1r/LqSngOshevCCNcFYbN60OuBV181DkiuWwe0a2ezcjoCa+uCnbL1AJftTGNjKcdWURHlsjPk3WIYxjmcOAHMmUM5gB59FHjhBWeXyCpc9t7IyA7FtCXDzBQD4eGAj4/zyuPClOhK8NXJr/DtuW8hCQmebp6Y1n0aHu3xqNmRsTcihMC51HP46cJP2BuzFzpJBwDQqDW4rdVtGNV+FAa2GohGDRrZQopZlOhKsPHMRmw8uxFavRZqlRozes7Aw7c8jOOJx/F39N84FHeo3EHr5eaFuzrdhUd7PIoWvvLJWe5wJAmYOJGi9wBgwADgs89cNmWIYu6JjHJsqdfT4Mc//wCNGtE6CS1bOrtUDMMAgFZLi1+eOUMpfDZsABo3dnapHIap99n6G5etICRJwrVr1yBJtU8vkwUFBRQhW1QE9O4N/N//Vfq3S2mpAyVpAZSlh7XcQN++xlVqv/kGsHDBQVugJNswysGl2+XBg5Udsrt2QWrQwHX13IAjbXMi6QSmbJmCTWc3QRISRrcfjV8n/4qn+j5llUNWEhJ2R+3GI1sfwaNbHsVfUX9BJ+lwS/AteG3Qa/hr6l/4eOzHGN9xvFMcsgA5WZ/q+xS2PLgFI9qOgCQkrDu9Dk/98RRC/ELwwagPsOuRXZg3cB7aNWqHEl0JvjvzHSb9OAlv7HsDUVlRTim3LbCqjanVtNCXgWPHgC++sF3hLMCl72cMcyOffEIOWU9PYOVKkxyyfA0Y4bowwnVB2LQePDyA5cuBkBAgOZl8PyUl1h/XQTiqTXCkrAtTcVqlSqWCr6+vvEPthQAWLAD27AGCgoBvvwUCA2/4ikB+fr78tZiAkrQAytLDWmrgiy+A//2POtC1a4GuXW1TSDOwhR7FRH8wTsfl+tkbiYsD7r3X+P6nn4B27fgeaCY6SYcv/v0Cm85tghACQT5BmD9oPga3HmzVcfWSHn9e/RPrzqzDtZxrAAANNBjfaTwmd5uMzk0626L4dmFfzD4sO7QM2cXZUKvUeLrv05jeczrUKjWEEDiRdAJr/12LU2mnAFDahbs63YXZfWcjyCfIyaU3D5u0seTk8lRdAGgRFCctfGKNHu5flYMibLlzJ/DWW7T9wQe0uJcJKKkPtBauCyNcF4Rd6iEuDpg5E8jNBYYPB95/36np8kzF2rrg9AX1AJfrTLdto1WeNRpy/HTr5uwS1XskiWasS5LxpVZT2jMXuE8ytkaSgJdeAg4cAJo0oajZpk2dXSqzcbl7IyNbXLotFRcDgys4Dc14YGWMJOQlYMHeBbiYfhEAcO/N92LurXOtiowVQiD8WjhWHVuFuNw4AICfpx8e6vYQHuz6IPy9as6FKCdySnLw/qH3sSd6DwDg9pDbsXj44krlv5xxGetOr8O+mH0AAE83T0y9ZSpm9Zplce5dl+XsWcrhbmDLFqBNG6cVxxJc+p7IVMLlbXnxIvD44zQ9+rHHgKefdnaJGIapjTNn6DotKwNmzaK0BgqHnbL1gIqrQmdlZaFNmzbyXSkwOppyVZaWAs89B0yfXu3XJElCbGysvLWYiLO1lJbSGk4JCRSgkZwMJCUB2dlAXh6Qn0/ZJGqKxvfyAho0AHx9yT/XpImARpOJzp0D0batGm3aAM2auabz1tm2sSU211JYSCOZ0dEUKbt2bY2r19oDW+hx+QcNRja4VD9bESGACROAtDR6/9BDxsU1wfdAU/kn7h8s2LcAhdpC+Hn64c0hb2J42+FWHfNi+kWsPLoSp5IpgjTAKwBTu0/FA10eQAO3Bi5nFyEEfo/4He//8z60ei2CGwZj+ajluKnxTZW0/Jf6H1YeXYmzqWcBAC39WmLBoAUY0GqAkxXUjU3b2NattKCmASfkd7ZGD/evysGlbZmVBUydSn3c4MEUeW5GW1ZSH2gtXBdGuC4Iu9bDrl3Am2/S9ocfUtSsjLG2LtgpWw+oOK1So9HAx8dHnqH2paXkhL16lRY4+PTTGjtOIQQKCwvlq8UMHKmlrAy4dAk4fZoWHo2MpFkCtk1/IiBJ0vUbEunx9KQgj65dKfC5a1egbVv5O2q5ndVBQgItxpeXB9x9t7HzdAC20OPSDxqMrHCZfvZGPv0U2LiRtoODgT/+qLSwEN8D6z7mN+e+wafHP4UQAj2Ce2DpHUsR3DDY4mPmlebhs+OfYeulrQAAD40Hpnafihk9Z5RH3bqyXa5kXsFrf7+GuNw4eLl5YcnwJejbtG8lLUII7I/dj+WHlyOtkAYMxnccj5dvexm+nr7OLH6t2NwuCxYAu3fTdseOwHffOfSHkzV6uH9VDi5rS72eou1OnQJat6a+rmFDsw7hyvdaW8N1YYTrgrB7PaxYAXz/PeDtTddv27a2P4eNsLYu2ClbD3CZzvSjj4AffqD8sT/8UK9W3LMXQpDj9cAB4N9/gf/+o9k7NxIQQL9XWrakqNYWLaj6/fwoAtbPz5iqQKOhvzodzXo1vHJzgYwMID2d/iYlAbGx5PTV6aqe08cH6NMHuPVWeoWEuOwiw/WbY8eAOXOosS1aRFF3LoLL3BsZ2eOSbenMGZrSacCwAApjEmX6Mrxz4B3sjNwJgNIVvHzby3DXuFt0PCEE/o7+Gx8e/hBZxVkAyBH5bL9nrXLyypECbQFe+/s1HE04CpVKhf+79f/wULeHqjzIFJUV4fN/P8fmC5shhECzhs3w7oh30aNZDyeV3MGUlQG3324cOX/ySXq5AC55T2SqxWVtuXo1sH49OXS++YYedBiGcR10OkpdYMXAiqvATtl6gMHIWVlZyMzMRNu2baHRaJxdrMqcPk0/NIUAVq0Cbrut1q/r9XrExMTIU4uZ2FqLJAEnTgB799Ji2oZZqQYCAoDevSlitWNHejVubDuH6I169HogMZGcwxcuAOfPU7RucXHl/Zo3p5kJd9wB3HKLPKJouZ2ZyNq1wJdfkud+0yagXTvbHr8abKHHZR80GNnhEv1sRQoLKy8e9PvvNBp3A3wPrJ6isiK8sucVHE04CrVKjZdvexn3d7nf4kiR7OJsLDmwBOHXwgEArQNa4/XBr6N3897Vfl8JdtFLenzwzwf45dIvKC0txWN9H8MLt75QbR3+l/of3tz/JhLyEqBWqfFE7yfwWO/HoFbJ4IdCBexil9TUyoOd69YB3bvb5th1YI0e7l+Vg0va8sgRSoMHAO+9B4wcadFhlHCvtRVcF0a4LgiH1EPFFCTDh9O6BzKM4rK2LtgpWw+oOK3Sw8MDXl5e8gq1Ly6mPHYJCSZPgRZCoKSkRH5aLMBWWqKigB07gD//rOyI9fKibBC3307O2Nat7XsvM0WPJAERERRkefQorWlRVmb8f9Om5Jy96y7gppvsV9a64HZmIpJEP36PHaOpJRs3UmSCHbGFHpd80GBkiez72RsZMgQoKqLtxYuB8eOr/RrfA6uSW5KLF/58AefTzsPLzQsfjvoQA0MGWny8w/GHsSh8ETKLMuGmdsOsXrMwo+cMeGhqztGtFLsY0j+sPLISarUaD3Z9EC/d9lK1ztZCbSHe/+f98sjkIa2H4J3h78DHw7F5VmvDbnap6GACgP37aRqTnbFGD/evysHlbJmeDjz8MC2Ocf/9wGuvWXwopdxrbQHXhRGuC8Jh9XDxIi34pdPR9Xz//fY7l4VYWxfslK0HyL4z/fBDYPNmICgI+OknxYal2wOdjn6bb95MM1EN+PqSU3P4cKBvX/nPSC0uBo4fp+je8HAK4jLQuTMwaRIwZoxDnkEYS8nKAh55hH4MjxtHjh6Z/1CR/b2RcRlcqi2tWwd8/jltd+9O7xmTyC7OxlN/PIXo7Gj4efph1bhV6BbUzaJjlenLsOrYKvxw/gcAQLtG7bBkxBJ0atzJlkV2CbZe2oqlB2lRq0mdJ2HB4AU1RsHuuLID7x58F1q9Fu0atcPHYz5GS7+WjiyuczDk1gNotPrbb2Xdx7rUPZGpFZeyZcU8sp06ARs2OHQRWoZh7MT331M/6OFBszI7dHB2iWyKqfdZec0PYixCr9fjypUr0Ov1zi6KkVOnyKMIUISsiQ5ZWWqxEEu0FBbS74yJE4H588khq9EAw4ZRVP9ffwFvvEHRsY52yFqip0EDmkm7eDGwZw/w8cfA6NGAuzstSPbee8DYsaQtIcGOhb+B+t7OzCIwkFaKVqtpxcwdO+xznusoyTaMcpB9u0xIMDpkAeCrr2r9uuz1mIG1WvJK8/DszmcRnR2Npj5N8fXEry12yKYXpuOpP54qd8hO7joZ39zzjckOWaXZpZumG94c8ibUKjW2Xd6Gj498jJpiQSZ0moCvJ36Npj5NEZ0djWnbpuFi+kUHl7p67GqXuXNp6hNAU41+/tn257gBJbUzpp6wcSM9W3p708ODlQ5ZvgaMcF0Y4bogHFoPU6ZQekutlhbBLCmx/znNwFF1wZGyLkzFaZVeXl7w8PCQR6h9WRlNL4mJMXvldiEEtFqtfLRYgTlaCgqAH3+kwaK8PPosMBC47z7g3ntp2r+zsaVtcnKAnTuBbduA6Gj6TKWiCOBp0ygvrj2pr+3MKgxReN7e1FiryVNpC2yhx6WiPxhZI9t+tiKSBPTvb3xfQx7ZivA9kMgvzcczO5/BpfRLCGwQiLV3rUXrAMsWjTmTcgav/v0qMosy4evpi8XDFmNw68FmHUOpdtl1dRfe2v8WAGB239l4vPfjNe6XXpiOF3e/iIvpF+Ht7o0VY1agb4u+jip2tdjdLikpwJ13Gt//+iutkmonrNHD/atycBlbXr4MTJ9O0bK1pOUxByXda62F68II1wXh8HrIyqKUl5mZ5PhYsMD+5zQRa+uCI2XrESqVCp6envK5eXz/PTlkGzUCXnjBrF1lp8UKTNGi1dLCoXfdBaxZQw7Z1q1psfs//gCeekoeDlnAtrYJCCC//ebNwBdf0ACZEMC+fcCMGdRsLl+2+jQ1Ut/amU2YMQPo0YPyVb71lnHVaBujJNswykHW7XLRIuP2M8+YNGAiaz1mYqkWrV6LF3e/iEvplxDgFYA1d66x2CH7e8TveOqPp5BZlIkOgR2wadImsx2ygHLtMr7jeLw48EUAwJoTa/DLxV9q3K+pT1OsuXMN+rXoh6KyIjy/63kcuHbAUcWuFrvbpVkzYMkS4/v777dbHwsoq50xCkerpd+cej0wYgSl0bIBfA0Y4bowwnVBOLweAgOBd96hCK2tW2lhGpngqLpgp6wC0Ov1uHz5sjxC7ZOTacV2gKZkmTnyKistVlKbFoMD8oEHgE8+AfLzaWH7pUtp5tqECfJLlWRr2xQXU5rSxo2Bxx+n5hIQQP/75x9akPG226g+LlygiNq0NMq3ay31pZ3ZFLWaOkxvb8qrsXGjXU6jJNswykG27TI6unJKkVmzTNpNtnoswBItkpCwKGwRTiWfgo+HDz6f8DnaNWpn9rmFEPjq5FdYHL4YekmPUe1GYf3d6xHib1mUo5Lt8tAtD+GJ3k8AAN7/530cTzxe477e7t74ZNwnGN5mOLR6LV79+1UciT/ikHJXh0PsMnYs0LOn4YR2zQmtpHbGKJzPP6d+LjCQouds5Bjha8AI14URrgvCKfXQvz8weTJtv/NO5YVonIij6oLTF7gwFadVent7w83NzfkjOy++SCs69e4NfPml2Z2nEAI6nU4eWqykJi3x8eR8/fdfet+0KfDsszQbRy3jYRJzbaPXU5rD6GgKnE5MBFJTjS/DAuHmolKR87ZJE6q7kBCKLm7Thv4GBdXd7OpDO7Mbf/wBLFxIyY43bqQV22yILfS4zJQ8RvbIsp81IATQr5/x/b59Jg+E1vd74Orjq7H+zHpo1Bp8Ou5T9G/Zv+6dbkAn6bD04FL8HvE7AGBWr1l4uu/TVtWn0u0ihMDbYW9jZ+RO+Hn6YcOkDQj1D63xGHpJj9f3vY6/o/+Gp5snPh33KXo37+0oCeU4zC4FBbSIgIGtW4HQmuvHUqzRw/2rcpC9LU+doimDQtCiFIPNn31QE0q611oL14URrgvCafVQXEw5ZhMTgXvuAV5/3XHnrgFr68LU+6ybNYVk5INaDt68w4fJIavRAK+9ZvFopiy02IiKWvR64LvvKE2BVkuRsNOnUw7VBg2cWEgzqMk2kkTO1//+A86fp8jW2Ni6o1rValoDztcX8PGhBcBUKvo8OpqeT25ECCA7m16RkVX/7+8PdO0KdOlCf3v0qN5PodR2ZncmTAAOHCAH0FtvUaN2d7fpKZRkG0Y5yK5dVkxbMH++2TNTZKfHCszRsjNyJ9afWQ8AeHPImxY5ZMv0ZZi/dz7CYsOgVqnx2qDXcO/N95p9nOpQsl1UKhXeGPIG4vPi8V/qf5j31zxsumcTvN29q91fo9bgneHvoERXgkNxhzD3z7n4euLXJi+cZkscYpeGDYHVq2mkHqDceseP22XEXkntjFEgpaUULScErU9iQ4esAb4GjHBdGOG6IJxSDw0aAG+/DTz5JOVWv+MO4NZbHV+OG3BEXXCkrAtj8LxnZWUhNTUVHTt2hEajcU5h9Hoa2YiJoXnnc+daeBg9IiMjnavFRlTUkpCgweuvG/Ok9u9Pgz8tWzq3jOZQUY9arUFMDKV8OXqUZrNXF/nq5QW0bUupGUJCgOBg46tpU7r31uW7P3oU+PBD4No1eh8aSmkTvb0p4jYujv4XG0uRuTemYVOpgJtvpoCyAQNodqBGo8x25jAtubmU8y47mzrOJ5+02aFtoUf20R+MyyCrfrYiaWmVFzs5ccKs3ZXa19alJTIzEjN+m4FSXSlm9ZqFZ/o9Y/b5tHotXtnzCg7FHYKHxgPvjXwPQ1oPsbT4lagvdsksysSjvz6KtMI0jOswDouHL641AqVUV4oX/nwBJ5JOIMgnCJvu2YQm3k3sLaEch9vl2WeBY8do+8UXaQEUG2KNHu5flYOsbfn555TCIyiI8pj5+Nj08Eq611oL14URrgvC6fXwwQfATz/RGgk//UQOBSdhbV2Yep9lp6wLU3FaZcOGDaFWq50Xar91K83J9/MDfvuNQh8tQAgBSZKcq8VGCCGg10v44w81li9XoaSEqmfePAo2dDV5paUCx45J2L9fjaNHVUhPr/x/b2+KTu3WjV6dOtHaFbYYXCoro3vyl1+S89fDA5g9m/z/FY+v1VL07IULwMWLFLUbG1u1nLffLjB8uIRBg9Tw9nYxQ9yA066ZPXsoOs/NjRb3a2d+PsbqsIUeWT9oMC6FrPrZivStsBq9GWkLDCitrzVFS35pPqZtm4b43HgMbDUQn4z7BGqVeR1Uqa4UL+1+CUcSjsDTzRMfj/nYokjbmqhPdjmbchZPbH8CkpCwcNhC3NnpzlqPl1+aj5m/zURsTiy6NO2CtXethaebp72KXwmH2yU/Hxg+3Ph+927KqWkjrNHD/atykK0tIyPpB75eDyxfXjmlh41Q0r3WWrgujHBdEE6vh6IiCv5JSwMeewx4+mnHl+E61tYFO2XrAbLJdVdUBEyaBGRlAS+9RBGzFqKkXC6FhQKLF0vYu1cNQIX+/Wm2adOmzi6Z6ZSVUVaKvXuB8HCBggJx3S4qeHhQ6uBbb6XI3w4d7J8TNyWFFig2LMrYtSu9D6llTZX0dMrfe/w4BZ6QM1lACAEvLxWGDlXh7rspktYVZ6w47ZoRgiJ4DhwgL/y6dTapQM4py8gJ2fSzFTEMggKU/+b5580+hJL6WlO0CCHw2t+vYW/MXjT3bY5v7/kW/l7+Zp1HJ+nw0u6XcCjuEBq4N8DKMSvRp0UfW0ioVM76ZJd1p9fh838/h5ebF7679zu0Dmhd6zET8hIwfdt05JbkmhRhayucYpd9+4BXXqHt9u2BzZttdmjOKcsAMrWlJNGClefPAyNGUMScHVDSvdZauC6McF0QsqgHQx/o7k79nx3yq5uCo3LKuqALgrkRSZIQFRUF6cZ5245iwwZyyIaGAvfdZ9WhnK7FRiQkADNmCOzYoYVaDTz3HPDZZ67jkL16FVixAhg3jvxuO3fSIoje3kW47z6B1auBsDDSNHUqRcU6wqHZrBnw6aeUytTHhyJiH3kE+PPPmvdp2pRm+S5cSIuUb9gATJ0qEBBQiNJSCkB59llg4kTgq69oUM6VcNo1o1JR7mgfH/rx/OOPNjmsUu4BjLKQTbvU6YwOWcAihywgIz02wBQtOyN3Ym/MXmjUGrw/8n2zHbKSkLAobBEOxR2Cp5snVo1dZXOHLFD/7DKj5wz0b9kfJboSLApfBEnUrruVXyt8OOpDqFVq7Lq6q3yRNXvjFLuMGEFTNwEgKsrsFCW1oaR2xiiMLVvoN6WPDwX62Am+BoxwXRjhuiBkUQ/DhwMDB1KE2IcfUjCQE3BUXXCkrAsjixHOjAxKwF5aarcpJq7G8ePkq8rLA5o0oUHe7t2dXaq60WrJubllC039N9C4MTBmDOXavuUW+USTpqYCb7wBnD5N7ydOBF5+2fRF04SgHL/btwO7dtFsQYDWqRszxuhsZurg11+Bd9+lfD+//EIJg52MLO6NjCKQXVuaOtWYnPyHH4COHZ1bHhcgKT8JU7ZMQVFZEZ7t9yxm9ppp1v5CCCw/vBybL2yGRq3BitErcHvo7XYqbf0jtSAVD/z8AIrKijBv4Dw8fMvDde6z4cwGfHb8M3i6eWLTpE1oH9jeASV1AunpNDpu4OhRShnkRGR3T2QsRna2zM6mFdcLCoBXXwUeeMDZJWIYxpnExQGTJxsdsxXT+rgIHClbjxBCoLS0FE7xr2/YQA7Z7t2BoUOtPpxTtdiA7duBOXPIIdu1q8DXX5fillvkrSUzk3K1TpgALF5MDlmNhoI0Vq6kKNl584Du3QXKyuRjm+BgYM0a4IknKGjz99+BmTOBpKS69xVCQKstRefOAq+8Avz1F/kVe/emFFY7dwIPP0wLip05Y3cpVuH0a2bSJFo9raQE+Phjqw/ndD0MUw2yaJfJyUaHbKtWVjlkZaHHRtSmRRISFoYtRFFZEboHd8f0ntPNPv43577B5gs0dXzRsEV2dcjWF7tUJLhhMObeOhcA8Pm/nyMxL7HOY0/rMQ0DWw1Eqa4U8/fOh1avtUWRa8RpdmnaFHj8ceP7TZtsclgltTNGQXzxBTlkb7rJ6pmXdcHXgBGuCyNcF4Rs6iE0lNJ0AcCqVTRbzME4qi7YKasAJEnCtWvXHB9inpZGue0AWnXJBjlHnKbFSoQANm6knLGSRNPl16yRUFQkXy1JSZSP9c47gbVraYA6KIhSLfz5J0X4DhpEDlpAnrbRaICnnqLfcY0bU9qFRx8FTp6sfb8btXh4UHTsV1/RM8/o0RQRfPw4PQ8991zl6GE54XS7qFSU80etBv7+myrNCpyuh2GqQRbt8q67jNtW5peUhR4bUZuW3yN+x6nkU2jg3gCLhy82e2Gv8NhwfHr8UwDAiwNfxNgOY21S5pqoL3a5kUmdJ6FP8z4o0ZXgvUPv1fnwo1apsWj4IgQ2CER0djT+d+p/tip2tTjVLhWdsp9/Tk4rK1FSO2MUQkQEzbwCaNqbnafl8TVghOvCCNcFIat6mD6dFrqMjzf6nRyIo+qC0xe4ME6fdvL++8DPP1N44Zdf2sQp64oIQRGl331H76dNIyeeXKsjMZHWZPrjD4oKBSjQ+aGHaFaAk2fGWUxaGqWfMkT6vvKKdQPtycnA+vXAb78Z62nECGDuXGOaN6YCH3wA/PQT0LYt8P33lJjdSTj93sgoBtm0pcOHjfljJ0+mh1amVrKLs3HfT/chrzTP5GnxFbmSeQWP/f4YisuK8UCXB/DqoFftVFIGAOJy4/Dgzw9CJ+mwcuxKDAodVOc++2L24ZU9r0CtUuObe77BTU1uckBJncCxY5T8HqDVVT/7zGlFkc09kbEa2dhSCJr2duYMRUi8+67zysIwjPzYsgV47z0gIIAezH18nF0ik+H0BfUIIQSKi4sdG2KekmIc0bRRlCzgJC1WIAQtiGVwyP7f/9Fzs0olPy2ZmbQ+zL33Gh2NAwYA//sfOWlHjardISs3PTcSFEQRv2PHkrZly+i5pbrimqKleXNgwQJKkzp+PNl03z7g/vtpDKKkxI5izEA2dnn6aaBRIyAmxqpFv2Sjh2Eq4NR2KUTlBb1ssPiJkq6zmrSsPLoSeaV56NS4EyZ3nWzWMXNKcjDvr3koLitG/5b98eJtL9qyyDVSH+xSE6H+oeWO8xVHVqBMX1bnPiPajsAdbe+AJCQsPrC4zoXCLMXpdhkwwJgw/+hR0/I01YLT9TA1snr1arRp0wZeXl4YMGAAjtcy+2jDhg1QqVSVXl5eXg4srY3Ys4ccsp6eFi9eaS58DRjhujDCdUHIrh4mTQJatwZycmhqsgNxVF2wU1YBSJKExMREx4aYr19PeT369qVIWRvhFC0WIgTwySe01goAvPkm8Mgjxv/LRUtJCTle77mHov71egq0WLcOWL0a6NHDtOPIRU9teHoC77xDuWABSnn8zjvGSFcD5mhp1Ypy7f74IzV3rZacvw88QMFrzkY2dvH1pRBxgCooK8uiw8hGD8NUwKnt8vvvjdtLl9osVZBSrrPqtJxLPYcdkTugUqmwYPACaNQa048nJLy1/y2kFKQg1D8U7418D25qx0whUbpd6uKxXo8hsEEg4nLj8NOFn0za59VBr8LX0xcRGRHYdnmbhaWtHVnYpWLKEkOOPQuRhR6mCps3b8a8efPw9ttv49SpU+jRowfGjBmDtLS0Gvfx8/NDcnJy+evatWsOLLENKCujhxEAmDHDYYvF8jVghOvCCNcFIbt6cHMzPmN+953Fz5iW4Ki6YKesAtBoNOjQoQM0GtMfOqwiK4tWtAKAJ5+06aEdrsUKvvgC+PZb2l6wALj77sr/d7YWIYBduygy9osvgKIioGtX4OuvKYK0e3fzjudsPaaiUgGzZpGTXK2mBcBeeqlyZKslWtq3p3p87z36zZicTAP6ixfbJMWbxcjKLnfeCXTpQo3tq68sOoSs9DDMdZzWLiWp8gJ6o0fb5LBKus5u1CKEwMqjKwEAd3W6C92Cupl1vI1nNuJw/GF4unnig1EfwM/TcdN6lWwXU/Dx8MGz/Wia/voz61FUVlTnPoENAvFkb/ot+sWJL1CgtX2HLAu7tGgB9OlD2zk5QFSUxYeShR6mCitWrMATTzyBmTNnokuXLlizZg28vb2xbt26GvdRqVRo1qxZ+SvYQU5Nm7FtG+VVCwwEpk512Gn5GjDCdWGE64KQZT0MHUrPmKWlRgeMA3BUXbBTVgEIIVBQUOC4EPMff6RwwW7dgF69bHpoh2uxkF9+oUhTgHKX3ntv1e84U0tcHKUfe/NNyrXavDmlaFq/HujZ07JjuoptDNx9N7B8OS3idfAgMG8e3ccBy7WoVMDIkZTa5uGH6f3vvwMPPkgzCp2BrOyiVgMvvEDbW7cCFkRsyEoPw1zHae3SEEEEWDzQUR1Kus5u1LI/dj/OpZ6Dp5snnu77tFnHOpV8Cl+c+AIA8Ortr6JDYAebl7c2lGwXU7mz050I9Q9FTkmOydGyD3R9AK0DWiO7ONsui37Jxi4ffmjcnmxeSo6KyEYPU45Wq8XJkycxcuTI8s/UajVGjhyJI0eO1LhfQUEBWrdujZCQENx99924cOFCjd8tLS1FXl5epReA8ggwSZJM2ja0m5q29Xp9rdtCCNouKoJYuxYCAJ54AsLLC/rrU9sM3zFsG85f07apZTds6/V65OXllR/DZpoqbFenw56aLLWTEAJ5eXmV6sbVNVlqJyEE8vPzodPpFKPJEjvdeH3IQpNKBfH443S/+PlniOxsh7S9G68PSzSZAjtlFYAQAmlpaY75cVVURB4pgKZP2Xg1K4dqsZCDB2mNM4DS6T74YPXfc4YWw9T6KVOA48fJIfnMM+REHjPGusVMXcE2NzJkCEUFN2hA9WFwzFqrpUEDOtbatUBICDm+58wh/4mJ916bITu79OkDDB5MEX4VHUomIjs9DAMntcuyssq5s2yYKkhJ11lFLTpJh8+O0yJIU2+ZiqY+TU0+Tn5pPt7Y9wYkIWFCxwm4q9Nd9ipyjSjVLuagUWvweO/HAQCbzm5Cobawzn3c1G6Yd+s8AMDmC5uRUZRhfoFrQTZ28fOjJPcGanHA1YZs9DDlZGRkQK/XV4l0DQ4ORkpKSrX73HTTTVi3bh1+++03fPvtt5AkCbfddhsSEhKq/f6yZcvg7+9f/goJCQGA8vQIGRkZyMigayc1NRVZ16cIJycnIycnBwCQmJiI3NxcAEB8fDzy8/MBALGxsSgspGs1JiYGJdenp0VFRUGr1QIAIiMjodPpIEkSIiMjIb7/HiIzEwV+fsCkSdBqtYi6HgFeUlKCmJgYAEBhYSFiY2MBAPn5+YiPjwcA5ObmIjExEQCQk5OD5ORkAEBWVhZSU1Pr1HTt2jUIIWyqSZIk6HQ6REZGAoDDNVliJyEELl68iNLrkStK0GSpnQztQUmaLLFTdnY2rl69CiGEvDT174/8li2B4mKUrV/vEDsJIRAZGVmuz1xNUSbOalEJ7pFdFqesmvnDD8BHHwGhoeSctcbL54JERACPPUZT4SdOpEhUG/ulLebiReDtt2mdJQAYOBB47TWgZUvnlksOnD5NqQaKiymf7ooV5LC2BSUlwMqVxrGKXr0oKjkoyDbHd0mio2lkQJIopNzcXBlWIpsVhRmXx6lt6f33gZ9/pu0NG2h2ClMrf1z5AwvDFqJRg0bYNnkbfDxMX6F3YdhC/HHlD4T4h+D7e79HA/cGdiwpUxuSkPDAzw/gWs41zOk/BzN6zqhzHyEEHv/9cZxNPYuHuj3ksMXZHI5WC9x2m/H9iRMOPT33r/YhKSkJLVu2xOHDhzFw4MDyz1955RWEh4fj2LFjdR6jrKwMN998Mx566CG88847Vf5fWlpa7ngDyJYhISHIzs5GQEBAeSSYWq2udduwqFhN23q9Hmq1usZtAJBycqC+5x6goADSwoXQ3HlneVSbRqOpsi2EgFqtrnHb1LLbVZMkVdquTgdrYk2syUpNYWHQvPwyhLc3pG3boAkMlLWm7OxsBAYG1tln1i+PmkIxhFXb3b+u01FyZYDy/tjBIeswLRaQmwu8/DI54W69lfLI1uaQdZQWnY4iNmfOJIdsYCCtBbNqlW0dsnK2TV306kWLsnl5UZqBV18VyM62jRYvL3J+L10KeHuTA/iRR4Bz52xQcBOQpV3ataNRC4Aq3oyyyVIPU+9xeLssKzM6ZAGbO2SVdJ0ZtOglPdafWQ+AomTNccgeuHYAf1z5A2qVGouGLXKaQ1aJdrFEi1qlxsyeMwEAP134CTpJV+c+KpUKT/V9CgDwy6VfbBotKyu7eHjQoKcBC6JlZaWHAQA0adIEGo2mPHrLQGpqKpo1a2bSMdzd3dGrVy9cvXq12v97enrCz8+v0gtAueNDrVabtK26/vBT07ZGo6l1W6VSQfPzz1AVFEDVoQM016O/VSpVed7GG7cN569p29SyV9zXkMLDZppu2Ha0JkvtJIQoj/ZTiiZL7SQEpS+oS4crabLETjdeH7LSNGwY0KkTVEVF0GzbZnc7CUHpfgxYoskU2CmrAIQQyM7Otv+PqwMHgJQUoFEjYMIEu5zCYVrMRJKAN94AkpLI0bl0KS0EWBuO0HLtGi1q9eWXNG1+1Ch6jh892vYRvHK1jan07k3+QUOO2aVL9ZAk22kZPZryjnfsCGRnU2qLP/+02eFrRLZ2eeopquyzZyl3hInIVg9Tr3F4u1yzxrhdMYWBjVDSdWbQ8nf037iWcw1+nn64v8v9Ju+fW5KLJQeWAACmdp+K7sGOjeyviBLtYqmW0e1HI7BBINIK07A3eq9J+/Rr0Q/dg7tDq9fiu3PfWXTe6pCdXZ5/3rg9fbrZu8tODwMPDw/06dMHe/ca27okSdi7d2+lyNna0Ov1+O+//9C8eXN7FdM2FBbSzEsAePxxp8y65GvACNeFEa4LQtb1oFIBjz5K259/TrNH7Iij6oKdsgpArVajdevW5Z59u2GI2rnnHsDT0y6ncJgWM/n6a+DIEZL94YeU1qsu7K1l1y6KyLx4EfD1BZYsIWexv79dTidb25hDnz5UR2q1Cvv3N8L//mdbLaGhwP/+RwtEarXkyP/yS7MCRc1GtnZp2hS47z7a/uorkytBtnqYeo1D26VeX9kR27WrzU+hpOtMrVYjNDQUG89SnU3pNsWsKNlVx1YhqzgL7Rq1w+y+s+1VTJNQml2s0eKh8cCDXSlp/3f/fWfSA5FKpSqPsN0WsQ3FZcUWnftGZGcXDw9g0iTj+7g4s3aXnR4GADBv3jysXbsWGzduxKVLl/D000+jsLAQM2dSm542bRrmz59f/v3Fixdj9+7diI6OxqlTpzB16lRcu3YNjz/+uLMkmMaWLUB+PtC6NTBihFOKwNeAEa4LI1wXhOzroeJ9Y8kSu57KUXVRR6wf4woIIZCTkwN/f//yUGmbExMD/PsvjWbee699zgHSkpuba18tZnLuHDllAeD114FOnUzbz15atFpg+XJa3B4A+vUDFi2yfw5TOdrGEoYNA155ReDdd/X46isNgoJUlZ5trMXbmxz3n30GbNpEqSWysoBXX7VPMICs7TJtGq0yd/Ys3T/6969zF1nrYeotDulnDWzebNz++GO7nEJJ15kQAgciD+BK5hV4uXlhSrcpde90nXOp5/BbxG8AgNcHvw4PTd3JxiUhIackBzklOcgvzUdeaR7ytfko0BagRFcCnaSr9FKr1HBXu8Nd417+t4FbA/h6+sLf0x++nr7w8/RDgFcAPDWeirKLtVruu/k+rDu9DhfTL+JSxiV0adqlzn1uD70dLf1aIjEvEbuu7sK9N1v/m1WW18srrwDXp27iwQcpN5OJyFIPg8mTJyM9PR1vvfUWUlJS0LNnT/z555/li3/FxcVVcgxkZ2fjiSeeQEpKCho1aoQ+ffrg8OHD6NKl7uvEaZSU0LQygKb6Ocnpw9eAEa4LI1wXhOzroWJw4M6d5AixUzkdVRfslFUAhvwnfn5+9mssv/xCfwcPBkzMbWQJDtFiBkVFwFtvUfqC8eMrL3pbF/bQkpBAzr2ICLr3PPGE42b+yM021nDvvQJXruRh69ZGeO89oE0boGdP2x1frabZha1aAcuW0eVTXEwLsZmYWsZkZG2Xpk1pEOfHHylatl+/OjtNWeth6i0Oa5dC0EqEBgYNstNplHOdCSGw+Tw5ssd3HA8/T9MWH9JLeiw7tAwAMPGmiejRrEf5/4rLinEt9xpismMQkxODpPwkpBWmIaUgBelF6SjTl9leCAA/Tz/4qnzRumlrNGvYDEE+QQjxC0HrgNYI9Q+Ft7u3Xc5rD2zRxho1aIQRbUfgz6t/YnvEdpOcsmqVGpO7TsaKIyuw+cJm3NP5HqvbuCyvFw8PmpYTHk6LC2RnU3oxE5ClHgYAMGfOHMyZM6fa/4WFhVV6//HHH+NjOw3c2Y1t26ittmgBjBnjtGLwNWCE68II1wXhEvWwYQMwYwZt//qr3YIGHVUXKiHLZBGMKThsBdSiImDcOMoB9NlntMpVPWHpUopIbdaM/EoNGzqvLP/+Sw7ZvDwgIICi9euRKWyOEMD8+cDff9PiaN98A1wPRrApu3cDb75JM5KHDSMnrbu77c8jW9LTgbvvphDvzz83KVrWWnh1aMZWOLwtHTgAzJtH26+9Btxvem7U+kpaYRru/P5OSELCD/f9gI6NO5q03/f/fY8VR8gBvmTEEiTlJ+Fi+kVEZEYgOT+51n1VKhU5UD0oyrWhR0P4evjCy80Lbmq3Si8BgTJ9GcqkMmj1WpTpy1BUVoR8LUXZGiJtTXH0Gpy0LXxbIMQ/BK38WqF5w+ZQq9TQCz0kIUESEvSSHhq1Bh4aj0ovLzcv+Hr4wl3jOp3QsYRjeHbns/D19MVfU/8yKZo5vzQfY78bi1JdKTbds8kkZ65LUlJiHLjp3NkYgWhHuH9VDg63pV5PaTeSk+kHuCHFFcMwjCX07WvcPnHCeeWoBVPvsxwpqwAkSUJWVhYCAgLsk+9i925yyIaE2N2hIkkScnJy7KfFDE6cIIesSkVR8eY6ZG2pZetW4P336fdMt27ABx/YP13BjcjJNtZi0PLmmwGIi1PjyhXgxRcpTYWXl23PNXo0HfO114CwMIqWXbLEdtHNsrdL06b0I/ynnyifQx33ENnrYeoldu9nDRgcsgBsmlflBpR0nW29tBVanRZ9W/Y1ySGbVZyF/TH7yx2yAPDGvjeqfK9Rg0ZoG9AWbQLaoJVfKzRr2AzBPsEI8glCU5+mcFPb7ie0EAIpBSk4mXQSR2OPIio/CpFZkVW+l1aYhrTCNJxMPmnV+bzdveHv5Q8/Tz/4e/qjiXeTcn3NGjZDcMNgtPRtiQbuDSw+h63aWL+W/RDcMBipBakIiw3D6Paj69zH19MXw1oPw19Rf2HHlR1WO2Vle714eQHNm5OT6/JlmtZlQvlkq4dRNuHh1Fb9/YE773RqUfgaMMJ1YYTrgnCZepg927gwbmqqXaKrHFUX7JRVCMXFxQgICLDPwbdvp7/33OOQefJ21WIiZWXAe+/R9v330wJRlmCtFr2eUgr++CO9HzeOoi496g4UsQtysI2tMGhZvpxSn16+TLlg33zT9ucaMoTyAM+bR2Mc3t6Un9hWsyBkb5epU2lhh6NHgchIoGPtjhPZ62HqJXZvl9euGbcnTgTc7PsTTQnXmSQk7LiyA0ISuLdz9VPXJCHhfNp5HLh2AAfjDiIqK6rKd0L8Q9ClSRd0DeqKzk06o32j9vD3sv2qmTpJh7jcOERnRyMqKwoxOTFIzE9EYl4i8krzAABlZWVwt/F0Ch8PH+gkHUp1pQCAorIiFJUV1RkR3Kxhs3LHdNtGbdExsCM6Ne4ETzfTFnu1RRtTq9SY0HEC1p1ehz+v/mmSUxYAJnSagL+i/sLu6N34v4H/Z7UTXbbXy9q1RgfX6tXAc8+ZtJts9TDK5Ycf6O9999ltwWhz4GvACNeFEa4LwiXqYeZMo1P2pZdo2qsdcERdcPoCF8Yh007i443O2B07KOqtHrBuHc20DgykfKC+vo4vQ0kJRVceOkTvn3mG7j1yTe3iyvz7L9WvEJSyYrRpz3xms3cvzdiSJHIEP/+8fc4jS157jXJF3HknsHChXU/F0ysZW+HQtjRrFq0sCdDoTWCgfc+nAM6knMHjvz8Ob3dv7H50N7zcaKqDJCT8m/gv9kTvwYFrB5BVnFXt/vd3uR/P9HvG5Dy05qDVa3El8woupF3AhfQLuJJ5BbE5sdBJuhr3CWwQiBa+LRDsE4zG3o3RuEFjBDYILN/29fSFj7sPfDx84Kkhp0ZyQTIiMiJwMf0izqaexfm089DqtZWOG+AVgP4t+2NAywHoGtSVFhQrzUVeaR5ySnKQXpiOlIIUpBamIqUgBSkFKeVO4hvRqDVo36g9ujTtgi5Nu6Bns55oG9DWrrnWIjMj8dAvD8FD44G/p/1tUm5dvaTH2O/GIrs4G6vGrcJtIbfZrXxOx4FTOLl/VQ4OteXlyzRAr9FQsI+jp/sxjMIpLgYyM2lxacPf/Hz6vLiY/AolJfSsq1IZXxoN4ONT+eXvTy6foCCgcWO7xwhYx7hxlCoPAI4fd9rigTXB6QucwOrVq/Hhhx8iJSUFPXr0wKeffor+NUzV3bBhA2bOnFnpM09PT5SUlJh9XkmSkJGRgcDAQNuHVe/YQX9vvdUhDlnDFFG7aDGRlBSaxg5QZKOlDllrtOTlAXPn0vO5pyfwzjvAiBGWlcNWyME2tuJGLf36AY89RnZfsgTo2hVo2dL2573jDorEXbSIZvK3amV9XnKXscvUqeSU/fNP4Nlna7yfuIwepl5h134WAAoKjA7ZRo3s7pBVynW2M3InAGBg8EC4q9xxJfMKdlzZgb+i/kJGUUb593w8fHB7yO0Y2noodkbuxD/x/6Bfi3549fZXbeZMzCrOwsmkkziVfArn088jMjOyWgest7s32jVqh/aN2qNdo3YI8Q9BS9+WaO7bHF4aL7Pt0sK3BVr4tsDwtsMBkDP4csZlnEk5gzMpZ3Ai6QRySnKwO2o3dkftBgC0a9QOw9oMw7A2wzCw1cBq6yCnJAexObGIyY6hvzkxuJxxGVnFWbiSeQVXMq9g2+VtAMiZ3Kd5H/Rt0Rf9WvZDiF8IhBA2a2MdAjuglV8rJOQl4Ej8EdzR7o4699GoNbij7R3YcnELwmLDrHLKyv56+fhj4P/+j7b//ZcW1awF2ethlIchSnbUKFk4ZPkaMMJ1YUTudaHTAbGxwJUrFDd36RJw+DAF+9gWAZ1OBzc3NwD0+6BTJ+Dmm4HWrWmB7A4dKHuO04PFVq8GHnyQtrdts/mCX45qE+yUtRGbN2/GvHnzsGbNGgwYMAArV67EmDFjEBERgaAaOh8/Pz9ERESUv7fmwaCszA4rAUsS8McftO3A3D920WIGX35JaxL17m39wqCWaElLA+bMAaKjySG8ciXQo0eduzkEZ9vGltyo5YknKMDkzBmKZl23zj4jg3fdRTb+4gvKExwSUufzU524hF26dQN69qQK3ryZGnkNuIQexik4a/ATsHO73LrVuL10qf3OUwFXv87K9GXYE70HAFBcVoypv06tlIfVz9MPo9qNwoi2I9C7eW+4a9wRlxuHN/dTjprnBjxn1e+u/NJ8/Jv0L04kncCJpBOIzo6u8p1GDRqha9Ou6NqU0iJ0COyA4IbBUKuq/2EvSZLVdvHQeKB7cHd0D+6OaT2mQSfp8F/qfziacBRHE4/iYvpFRGdHIzo7GutOr0Nww2AMbzMcw9sMR6/mvcrLFuAVgJ7NeqJns57lxxZCIK0wDRfSL+BS+iWcTzuPc2nnkFWchT3Re8rt0cqvFQaHDka3ht0wImCE1Q8yKpUKI9qOwKazm7AvZp9JTlkAGNJ6CLZc3IJDcYcghJDf72xbMXiwcfvpp02KlpW1HkZZ5OTQ7A8AeOghpxalInwNGOG6MCKXuhACiImhx6YTJ4yXkOPOX3ky/ZUr9LqRfv3IT9GtG/lOvOueyGJb2rUzbi9danOnLOCYNsHpC2zEgAED0K9fP3z22WcA6Id1SEgInnvuObz22mtVvr9hwwbMnTsXOTk5Fp/T7tNOTpygBMoNGwJ//SWL/D/25upV+r0gBLBxI0VMOpL4eJpGn5xMgYSffQa0b+/YMtRnUlKAhx+mSOWnn6boWXsgBPDWW8CuXeR437gRCA21z7lkRVgY5fzx9yfxdkqOzNMrlcnmzZsxbdq0SoOfP//8c42Dnxs2bMALL7xQZfAz2IyFABzWlipOP/73XxmEHsifXy7+gmWHllX6zEPjgcGhgzGh0wQMbDUQ7prKuVkXhS3C9ivbMTh0MD4e+7HZ57yWcw0H4w7i4LWDOJ1yGpKoHJ7SsXFH9GneBz2Ce6BrUFc0b9jcrtP6LSG3JBdHEo5gf8x+/BP/D0p0xkGKJt5NMKb9GIzvOB6dGncyqexavRYX0i6UO6fPpZ1Dmd74AOPn6YdBoYMwtsNYDGg5ABq1xqJyn0s9h1m/zYKvpy/2Tttbo2P7xrKN2DgCJboSfH/f9+jUuJNF53YJ3niDZqIAFDrF/StTBw6z5fffAytWAJ07A99+a7/zMIwLIwQtLXD4MPD77+STMBUvL3KMtmljTDng60sOUh8fcuV4elZOW6BS0Ro6FdMbFBQA2dnG9AcZGUBEBPknTKVdO2D4cGDAACqTxrIu3zzefx/4+WfaPnTI9qt2WwGnL3AgWq0WJ0+exPz588s/U6vVGDlyJI4cOVLjfgUFBWjdujUkSULv3r2xdOlSdLXACyhJEtLS0tCkSRPbhlUbftyNGuUwh6xhiqjNtZjI6tV0U7zjDusdsuZqiYsjH3haGjnoPvsMaNHCujLYEmfbxpbUpKVZM+CVV+jZZu1aYOhQmp5ha1QqSmOQmEgzll97DdiwwbJnKJeyy+DB9GshLQ3Ytw8YO7bKV1xKD+NQVqxYgSeeeKI8+nXNmjXYsWMH1q1bV+3gJ0BO2GbNmll9brv1swD94jUwbZpDHLKufJ1dzbqKDWc24M+rf5Z/1sSzCR7u8TAm3TypxvywSflJ2BFJKZke623aiJsQAlcyr2B31G7sj92PuNy4Sv9v26gt+rXoh74t+qJ3894I8AqwTNR1HGEXfy9/jO0wFmM7jEWprhTHEo9hf8x+hF8LR0ZRBr777zt89993aNeoHcZ3HI/xHccjyKfm6cYeGg/0at4LvZr3whN9nkBRWRGOJhxFeGw49kftR15pHnZG7sTOyJ0IbBCIUe1GYXzH8ejStItZDuuuTbuioUdD5Jfm43LGZXRp2qXOfTw0HhjQcgDCr4XjUNwhi52yLnG9LFhg/N2+fDm9rwGX0MMoAyFoSjFAa5TIBL4GjHBdGHF0XZSVUQzcrl3Azp11f799e0pn2LYt+QpCQ+0TmVpdPeTnAwkJxvQJ584BZ89W3Tc6ml7/+x+9nziRyty/vx0XKn/uOaNTds0aygFpIxzVJtgpawMyMjKg1+urRN8EBwfj8uXL1e5z0003Yd26dejevTtyc3OxfPly3Hbbbbhw4QJatWpV7T6lpaUoLS0tf5+XR4swSNcTiRj+qtXqWrdVKhVUKlWN23q9HmohoNq/HwIARo6ECqDPrzdGSZIqbWs0GgghatwWQkCtVte4bSgjgPJ969Jhtia1usZtADh/XsLBg2qo1cDs2RIA6zWZapuEBDWeekogPR1o106Fzz+X0LixCoB1mmxpJ0ttY2s72UpTTbYZNQrYvVuNAwcEFi4ENm5UQaWyvSaNRo/33lPjkUeoc1u+3LAImHmaDOWx1jYOsZNaDXH33VCvXQvxyy+QRo2qU9ON9whTthnl4ezBT7uyerVxe8oU55VD5lzOuIyvTn6FA9cOVPr8vpvvw8xOMxHUNKjWH8wbzmyAJCQMaDkA3YK61XqumOwY7I7ajb+i/qrkiHVTu6Fvi74YHDoYg0IHoaWfHZKPOxBPN08MaT0EQ1oPQZm+DEcSjmBn5E4cuHYA0dnR+Oz4Z/j8388xKHQQ7u9yP25tdWudEare7t4Y0XYEhrUehqe7PI0kfRL2xuzF7ujdyCrOwuYLm7H5wma0a9QOD3R5AOM7joePh0+dZdWoNejTvA/Cr4XjeOJxk5yyANCvZT+EXwvHmZQzJn3fZan4ZL51a61OWYZxGOfPk4fG09P6nHAMowAkCTh1imZJ1vLzFWo1LcfRpw/lcnX22q++vlSOm2+mtbUAGnNJTqYUCydP0hp+Nz6K/f47vQDggQcojd/NN9s4/qBi//fttzZ1yjqK+j0c4kQGDhyIadOmoWfPnhg6dCi2bt2Kpk2b4ssvv6xxn2XLlsHf37/8FRISAoCcwkFBQcjKykJGBi1skZqaiqwsWm04OTm5PE1CYmIicnNzAQDx8fHIz88HAMTGxqKwsBAAEBMTg9LDh4HcXBR5eEB7yy0AgMjISOh0OkiShMjISEiSBJ1Oh8hIyuGm1WoRFRUFACgpKUFMTAwAoLCwELGxsQCA/Px8xF+Pgc/NzUViYiIAICcnB8nJyVCr1dBoNEi/vopeRkaGzTQZ8ghGRUVBq9VW0fTJJ3S8UaMklJZarykvL6/cSZWVlYXU1NRqNZ07l4PZs4GkpDK0aqXFmjVAcbFtNNnSTmq1Gu7u7uU6atNkTzvZQlN+fj7KysqgVqvL255BU1paKhYsADw9y3D+vA7ffGM/TY0a6bBwoYTS0hJs3Qrs2qU3W1NiYiKCgoLKtwFU0SQnO8V07w6o1RAnTyI+PLyKpsLCQpSWlkKtVld7jzBVE6Msahv8TElJqXYfw+Dnb7/9hm+//RaSJOG2225DQkJCjecpLS1FXl5epZcBQ4qEigM6NW0bBrJq2tbr9bRdWgpx+DAMeaT0jRuXD0YYvmPYBlDr9o0DNDduVywjgPJR/9p0WKSphm1LNSXlJ2HB3gWYunUqDlw7AJVKhRA/+v3jqfHECwNeQLPgZrXaJrMwE39coRz5M3vOrFZHobYQv176FdN+nYYHfn4Aa0+tRVxuHDw0HhjRdgTeHf4u9k7bi8/Gf4b7b74fLXxb2NxOarUaTZo0KbeRqbaxhZ3UUGNw6GAsu2MZdj28C28MeQO9mveCJCQcuHYAz+96Hnf/cDfWn16PzKLMOjWpVCoENQ1C7xa98eLAF7HjoR1YNW4VxrQfA0+NJ6Kzo/H+P+9j3HfjsOzgMlzNvFqnpr4tKM3H8cTjJre9nsE9AQBnUs5AL+ktshNA179hgNJS29j9elq2DAKg+8nVqzVqUqlU5dd/TfeI2rYZxmQMUbKjRtEcapmgVqsRFFT7QF59gevCiD3rIikJeO89ihidPbt6h+yDDwKffw4cPAgcPw48/zxw++2Od8iaWg8qFc3qHT+eZoAeP05rxC9YAAwcWPX7P/9ME8LGjgV++onSJtiM554zbluRHvRGHHZ9CMZqSktLhUajEb/++mulz6dNmyYmTpxo8nHuv/9+MWXKlBr/X1JSInJzc8tf8fHxAoDIzMwUSUlJoqysTOj1eiGEEHq9vsZtSZJq3dbpdEJaskSIPn2E/p13Kn8uSUKSpCrbQohatw3nr2nbUEa9Xi8SExNFWVlZnTrM1lTLdmysJPr2lUSfPpKIjLSNprKyMpGQkFBJ241lT0jQi7FjJdGnjxD33y+J9HTbabK1nSy1jS3tZCtNOp2uTtv89pte9OkjidtuEyIx0b6aPv2UzjVsmCSSk83TVFZWJpKSkoROpzPbHk6z07x5QurTR+jff79W21R3jzBlOzc3VwAQubm5glEGiYmJAoA4fPhwpc9ffvll0b9/f5OOodVqRfv27cUbb7xR43fefvttg0+j0uvy5csiKSlJJCcni9TUVCGEEElJSSI9PV0IIURCQoLIzMwUQggRFxcnsrOzhRBCxMbGlrfDqKgokZ+fL4QQIjIyUhQVFQmxd68o7tpV6Hv3FuK338SlS5eEVqsVOp1OXLp0Seh0OqHVasWlS5eEEPQ7ICIiQgghRFFRkYiMjBRCCJGfny+ioqKEEELk5uaK2NhYIYQQ2dnZIi4uTgghRGZmpkhISBBCCJGamiouXLgg9Hq9SE1Nta0mIURERIQoKSkRQgiLNSVmJIr52+eLAWsHiJ6f9xS3fHqLeH3v6+LstbNixd4Vos+XfcTsbbNFfHy8SEpKEqmpqSIpKalcX0VNK8NXij5f9hH3fXufyMjIqKTpfOp5Me+3eWLgVwNFny/7iG6ruom+a/qKubvmirVha0V6TrrNNNVlJ71eLyIiIkR8fLwQQoj09PQaNTnKTn+f+Ft8dPgjMWTdENF1VVfR58s+YsBXA8TcrXNFTHZMjZoyMzPFuXPnhF6vr9T20tPTReS1SPHjfz+KOzfdKXqs7iH6fNlHdP+su5j962xxNuVsjZoO/HdA9Py8pxj49UARERlhkqaS0hIxeN1g0fWTruJi6kWL7BQdHS2SkpJEZmZmtdeTHOx06dIlISRJ6Hv3FsVduwoxaVKNmnJycsSZM2eEXq+v8R5Rk6aIiAjuXxWC3X8rFRUJMWiQEH36CHH6tH3OYSF6vV4kJSWV/36sz3BdGLF1Xej1QuzfL8TgwXQZVPf65hshrnf5ssFW9VBYKMTevUK89FLN+levFuL6zzLrKCszHvT1121wQMLaujD1PssLfdmIAQMGoH///vj0008B0EhyaGgo5syZU2Ouu4ro9Xp07doV48ePx4oVK0w6pyFxcHZ2NnQ6HQIDA23jxdfraQgjO5umVQ4YYP0xTUSSJGRlZdlOi4ksXUqzvYYMoVz0tqAuLdnZtJBUXBzlhvnyS+dPTagNZ9nGHpiiRQjgySeB06cpx/D779uvPHo9MHMmcPEipV1dscL0aR0uaZfDh2n418+PFhF0Ny7GYws9vBCJ8tBqtfD29saWLVswadKk8s+nT5+OnJwc/PbbbyYd54EHHoCbmxt++OGHav9fXZqgkJAQZGZmQpIkBAQEQK1W2y4FyMSJENcjwFUHDkDv6Wn3NEFqtRo6nQ5ZWVmVojLlkn5Gr9djV9QurDq2Ctkl2QCAAa0GYE7fObg56GYIIfD8rudxJOEI5g6YiyldpyAnJ6dG22h1Wkz8cSIyijKwcOhCjO84HgICf0f/jR/P/4j/0v4rr4PWAa0x8f/ZO+/wKKoujL8zmw4JKRAgoYbeS+gdpImIgIjSBUUBsVBEUD8LKipNRUFARbqIiIhI7713CCQkgQAJCSmkJ5vdud8fJ7Ozm+xutjf39zx5drI7O3vPvTNz55577nvqD8LA+gMR4hdiF5mgtLQ0BAUFwcPDwyjZFmu3U0FRAfbE7sHWW1txI+WGqs661uiK0c1Go3VYawBQ2aRUKpGWlqb3HFMqlbj46CL+uPkHDsUfAiuOGW9VpRXGtxyPjtU7gjGmKrtCqcBTa59CblEu1g9ZjwYVGxhk05u73sTpB6fxXuf3MKzxMKPbSalU4smTJwgKCgLHcY4tEzR4MPDgATgA7OxZCIyVskm9bTiOM0omSKwHd//q/Fj9WWnvXgqZCw+niFkHSnrolM/OVsJdFxKWqgu5HPjzT2DRIu2fv/46aa0akXfWpljjnMjKAvbtAzZsIN9HSUaNorFwYKAZP6KeNPf8eTMOJGFuXbgTfdmY6dOnY9y4cWjTpg3atWuHb7/9Frm5uaqEJGPHjkV4eDi+/JIyBc+dOxcdOnRA3bp18eTJEyxYsAD37t3Dq6++avRvl1zuZjYXL5LHsEIFzZPbBljcFgPIyZHEtceMsdxx9dmSl0c+qYQESi61dKljO2QB+7SNtTDEFo6jpF+jRgEHDtCSjHbtrFMemQz4+GPSDjp2jATfBwww7LtO2S4dOlBq0LQ0Wr/TrZvqI6e0x43V8fLyQmRkJA4cOKByygqCgAMHDmDq1KkGHUOpVOLatWsYoOfi8vb2hreWxJYeHh6lHqbUH86M3ZbJZEBuLpCUBA4AatYE/PygnqRWppayVtwmPWrt22LSJF3b6r/v4eGhkmOwqE0mbKvbEZcRhy+Pf6nS/4wIisCMjjPQvpo0OaxkSlxJpuwS7aq1g4eHR6l7hnq5xARWwb7B6FyjMzZe34hN1zfhUQ7JXnjKPNEnog+GNByCllVaaiSfsoRNxrZTpUqVtNphqW1TbfLx9MFzDZ/Dcw2fw5VHV7D2ylocTTiKYwnHcCzhGJpXbo7XI19Hu/B2qu+VdY7JZDK0DW+LtuFtkZCZgDWX1+DfmH9x6dElXNp9CZFVIzG13VQ0q0wyWh4yDzQJbYKzD8/iZupNNKzU0KCyN6zYEKcfnMad9Dt620ZXO5V1jjlSO3Hz5tH6UADchQuQtW1byqaSbaPtHmHIths3ehETz/Xr51AOWcD9rKmOuy4kzK2LggLSiv3pp9KftWkDvP020LChw10OpbDGOREQADz/PP1du0bO2f37pc83bKC/11+n8bCvrwk/8sYbUp6G/HwTD6KJra4Pd89qIV588UUsXLgQH330EVq2bInLly9j9+7dKv27hIQElR4iAGRkZGDixIlo1KgRBgwYgKysLJw8eRKNGxuWuEAdQRDw8OFDy+k8HS1OotG9O3mLbIjFbTGAnTvpJhoRAbRsabnj6rJFLgdmzACiomg2aNkySkjv6NijbayFobbUq0ei5AAwfz6gUFivTHXqABMn0vbChUCxrGuZOGW78DxF4wPkgVbDKe1xYxOmT5+On376CWvWrEFUVBQmT55cavJTPRHY3LlzsXfvXsTFxeHixYsYPXq0yZOfVjkvizWVAdCDpA1xtOtMKSix6tIqjNo6CpcfXYaPhw/eav8WNj6/UcMhC1DCr7yiPAR4B6BucN0ybdl8YzMAID0/HUM3D8W3p7/Fo5xHCPINwmuRr+Hfkf9ibs+5aFW1lYZD1h44WrvookWVFljUbxG2vLAFQxsNhZfMC1eTr+KNnW9g4j8TcT7xvNG21KhQA//r/j9sH7EdI5uNhJfMCxeSLmD83+MxY88MxGeQrnqTSpSo7+bjmwaXt15wPQBATHqMkZYSztIuAAD1cYTa/VAdp7LHjXOSlUWrogDpec+BcF8DEu66kDC1LpRKYONGoEuX0g7Z118HDh4Eli+3QoIrK2Htc6JZM9LX3bmzdH7bFSto1eiRI7Rq1ShGjZK216wxu5yA7a4Pd6SsBZk6darOiJ3Dhw9r/P/NN9/gm2++sdhv+1pgJkDFiRP02rWr5Y5pBBa1pQwYI9kCABg61PI3ypK2MAbMnQucO0eJAr//HqhRw7K/aU1s2TbWxlBbJk2iFfZ371L2yKFDrVemceNotdedO9R5v/eeYd9zynZ5+mmaEj1yhCIGy0nZt53SHjdW58UXX8Tjx4/x0Ucf4dGjR2jZsmWpyU/1KC5x8vPRo0cICgpCZGSkyZOfgBXOy2K5IwBAp06WPbYBOMp1lpCZgI8Pf4xrySQj0K1mN7zX+T1ULq99XZ8YRduqSivwHA+BCTptufn4Ji49uqT6P7swG7UCa2F089F4uu7T8PYoHRVtbxylXQyhZmBNvN/1fbwe+TrWXFmDLTe34PKjy5i0YxJaVWmFcQ3HoSqqGnXM0HKhmN5xOkY2G4mVF1ZiR/QOHLl3BMfvH8dLTV5C/ZD6AICo1CiDj1kvhJyyd9LvqOQQjMWZ2gUNGgC3b1OyE0GgidASOJU9bpyPQ4cokqFOHYp6cUDc14CEuy4kjK2Lw4eBmTNLv//BB8CzzwIeTupts8U5ERpKdTd2LPDrr5QITGTGDCAyEvjsMyOC17y8pO2ff6ZBvAWwRV24NWWdGKtoASUkkNfJw4PWbKs5SlyRGzfIEeblRatsrC2P9csvwI8/0vPxDz9Ybzm8G8vy22+kC1SpEvDXX4CPj/V+68IFmlXleWD9eqB+fev9ll1hjNKMxseTdsOzz1rs0G5NWTeWwmrnUm4urUYBgFq1gC1bLHdsJ4Exhu23t2P+yfkoVBSivFd5zOo8C0/XfVqv0+z9A+9jb+xevNH2DYxvNV7rPnKlHH/c+APfnJYmv2sH1cbE1hPRO6I3eM69UMwaPM59jF8v/4q/bv2FImURAKBvnb6Y2m4qwvzDTDrm3Sd38f2Z73Hk3hGN971kXjg+4bhBbakQFOi8qjOUghI7R+1EaDknWJ5kDlFRkh7X999rT4NtIu7+1XWwaltOmUK6X1OmABMmWPbYbtw4AI8e0TAmL0/z/U8+IQk6t9KL8SQkAF98QWNhdb76Cujd28CDzJ1LUVQA3YPs3BCG3mfdp4sLIAgC7t+/b5mwajFKtlUruzhkLWqLAezZQ689e1reIVvSln37yCELALNnO59D1tZtY02MteX554GwMODxY+D3361btshIoE8fCm5ZuLDspRtO2y4cR9GyAF0cxTitPW5cGoufl6dPS9t2GLDa+zorUBTg0yOf4rOjn6FQUYh24e3w+7DfMaDegDKjGG+l3gIANKrUCICmLYwxHIg7gBf+eEHDIdurdi/8Pux39K3T16EdsvZuF3OpVK4SZnWehW0vbsOz9Z9FUVER9sbuxbDNw/DD2R+QK881+pi1AmthUb9FWPL0EtSoIC0tkivluJR0Sc83JTx4D1QuR5HXidmJRpfB6dqlYUNpe968Uh87nT1unIusLCnJTp8+9i2LDtzXgIS7LiQMqQtBINnSgQM1HbIjRwLr1pH7ZP16ciS+9Rbw4ovkpO3TB+jRA+jcmVJpPPMMfWfKFIqqXb6cAsTOnwfi4kjGzl6hk/Y6J2rUIPmCb7/VfH/2bMoZWFBgwEHefFPaLrFS3RRsVRdOGlDtRh2O4+Dv728ZLbTjx+m1Sxfzj2UCFrWlDARBEpju29fyx1e35eZNCgYE6AZszSXw1sKWbWNtjLXFy4tWQHz0EbB6NTBkiHWjqt9+m1b1X7wInDlDebF04dTt0qsXiSqfO6eSMHBqe9y4LBY/LzdskLbtIBVkz+ssITMB7+57F7HpseA5HlPaTsHYFmMNcpbmyHOQkElpextVJKesaEt0WjQWnFygSgIm4ufph897fe7QzlgRV7n/VS5fGR91/wjP1HwGP9/4GecTz2P15dXYfns7ZnScgb51+hptY6fqnbBp2CZsuLoBS89RIo/Xd7yO2V1mY2ijoWW2b5h/GBKzE5GUnYSWVVoa9dtO1y4cR1lkHz0CkpJoZK9Wdqezx41zcfIkDbIiIoDq1e1dGq24rwEJd11IlFUXDx4AxblmS7FxI/0ZSl4ekJxs+P4dO9LjYqNGQN26FslhpRN7nxNdulCKowULgH/+off27qUx8caNQGXt6lZEUJC0/f33NNY0A1vVheM/obopE47jEBgYaP7Jkp9PXiCApnHsgMVsMYDr14GUFJrRsuDKLhWiLU+ecJg5kxJ8de4MvPOO5X/LFtiybayNKbb070/SWNnZwObNViwcaCw1bBht//ij/plSp26XWrUo63xRkSohhFPb48Zlseh5KQjA1au0LZMB/v7mH9NI7HWdnXt4DuO2jUNseiyCfYPx4zM/4uWWLxvsML2dehsAUNW/Kir4VAAA5CvysSpqFcZuG4sryVfg7eGtkikAgP51+8NL5qXzmI6EK93/OI5Dm9pt8OMzP2Jxv8WoUaEG0vPT8cHBDzB151Tcz7xv9DG9ZF4Y32q8SlcWAL46/hXe+PcNpOSm6P2uKJ+QlJOkdz9tOGW7zJghbcfFaXzklPa4cR7EhNHdutm3HHpwXwMS7rqQKFkX2dmkczpoENCmjW6HrC04dYqSTo8fT87ZNm2Ap56iceL586VlFMzBEc4JPz8KaPvuO+m9zEyKML5xo4wvBwbS633jnzNKYqu6cDtlXQBBEHDv3j3zw6qvXCHnSJUq5CixAxazxQDEKNnu3TV1oS2FIAiIj7+HDz5gSEmhkPx58+wubWIytmwba2OKLTwPvPIKbf/2G81hWJOXXybt2hs3gGPHdO/n9O3Sowe9Fi8xcXp73LgkFj0vr12TtqdMMf94JmCP62z77e2Yumsqsguz0bxyc2x8fiMiwyKNOkb8k3gAQN2gugCAI3eP4PnNz2P1hdUQmIC+dfrirxf/wiutX8HZh2cBkFPWWXCl+59oC2MM3Wp2w6ZhmzC5zWR4ybxw5uEZvLjlRfxy8RcoBIXRx24f3h4AwHM8fDx8cC7xHEb+ORInEk7o/I4oX5CcY0RoUglbnKpd1IMrSqQDd0p73DgHapPsjuyUdV8DEu66kFAoBGzbloQRIxjatCF5w6+/BhL1qN40bkyJqhYuJAfuwYMkZXr+vHF/p0+TrOJvv5E8wqxZ9Pt+frp/OzOT8tVMmkSrOPfuBdLTza8HRzonOncGduzQDIAdN05SSNHKW29J22Z6q21VF275AheA4zgEBQWZ78EXz+42bTSWOdkSi9liAKKkn5hrxdJwHIe//w7F2bPkXFuwwLnzptmybayNqbY89RRQrRotX/nrL5KisBbBwaRDtGYNsGqV7mdbp2+X7t3JyBMngKIicB4ezm2PG5fEotfZoUPSth2lgmx1nTHGsPz8cvxy6RcAlPjpkx6fmBS9KkoXBPkGqRJ+AUC1CtXwQfcP0LkGOaLOPjyLrMIsBPkGGb1U3Z44/f1cjZK2eMm88ErrV9C3Tl98dfwrnHl4Bj+e/xGH7h7C3J5zERFkeIZ2MVFXr9q9MKXtFMw5MAe3U2/j7d1vY3Tz0Xij7RvwlHlqfCfAmzSHsuXZZtviFKhHG4hRCMU4pT1unINLl4CcHHqIbdrU3qXRifsakPiv14UgkHojaZZyUCpDIZPp3n/WLCknuiXx8ABCQugPANq3p0RiIoyRGs2dO7SM/99/6VITSUsjGwBKEt2hA60EbtHC+OAzRzsnqlQhez/8kJzeADmiv/tOx+LuAQMo4RdAy1tfftnk37ZVXbidsi4Ax3GWyZopprqLNC5yxZJYzJYySE6m1Vw8D7Rta53fOHWKw4YNJPjy/vu09N2ZsVXb2AJTbZHJaHbuiy9IxP2FFwBPz7K/ZyqjRtGM6fXrtNq5efPS+zh9uzRtSg/v6enA5cvg2rZ1bnvcuCQWvc7Wr5e2Iwx3RFkSW903BCZg4cmF2HyDNF8mtp6I1yJfM/nh9u6TuwAo6hagSMmxLcbi1davwsfDR7XfgbgDAIAeNXs4hZasiNPfz9XQZUv1CtXxw4AfsCd2D+afmI9bqbcweutoTGk7BSObjTSovUSnbEpuCmpUqIFfn/sV353+Dr/f+B3rr67H9ZTrmN9nPoJ9g1XfEeUuMgsyLWaLwzN2LLB2LW3n5ADlywNwYnvcOD5iwuguXRx6aaD7GpD4r9ZFYiJJCmqqu3CQ6fHIHjpkF8UpABQvFxZGf926Ae++S+8nJ9Ni5ytXaE4kOlr6W7uWAsNat6bhVsOGlCwrNZWSV2dkUNeg/pefDyiVHAQhAAoFoFSSQ9jDg5y76n/+/kCFCqQWEBBA26Gh5EStUoW2LTVO9vKiqOVFi4BNm+i9t98Gfv4ZaNmyxM7qHvMffjDbKWuL68PtlHUBBEFAXFwcatWqBd7UDjAvTxLosKNTVhAE3L171zxbDODMGXpt0sQ6CZvS0oCPPmIoKJBjxAhPDBjguA8mhmKrtrEF5tjyzDPAypWkR7xnD2XftBbBwaRlu307+XHmzy+9j9O3C8/TdO7OncC5cxAiI53bHjcuiUX6WYAS2om0a2e3VSm2uG8ITMBnRz7DP9H/gOM4zOkyB0MbmZ7lslBRiJP3T6r+rxlYE5/1/AwNQxpq2CIwAYfuUjRyz9o9zbbDljj9/VwNfbZwHIf+dfujTVgbfHbkM5y4fwLfnv4WR+8dxdyec1GlfBW9x1Z3ygIUhftu53fRNrwtPj78MS4/uoyxf43F4n6LVfqzYqRsljzLorY4NIMHS07ZkydVWW2d1h43js9Zko3Rm6HWAXBfAxL/pbpgjMZUn32m/fPmzRnGjLmPwMBqmDhRqosePWgM5ojVU7ky3dr79CFH6+nTFBx66xZ9XlBAt/+TJ/UfRxOGwkI5vL29ANBzqlxuvBIAx1Hkb82aFINQuza9RkTQGNdYOA6YOZO+u2wZvffqq8Dvv2sJfmvUCIiKMv5HSmCr68PtlHUBOI5DaGioeWHVly9T/L44BWMnLGKLAYhOWWs8MzBGEfNPngANG/KYMcMxQv/NxVZtYwvMscXLi5aTLF1KnZ41nbIARctu306Sq4mJpS9Pl2iXdu3IKXvmDLjJk53fHjcuh8Wus0uXpG07Zoyw9n1DYAI+PvQxdt3ZBZ7j8UmPTzCg3gCTj5eQmYBZ+2ap/u9Vuxfm9pwLHw8fMMY0bIl6HIX0/HSU8yqHtmFWWgpTgqIi4PZtkrYRBIoQqVfP+Igal7ifF2OILRX9KuLb/t9i261t+Ob0N7iYdBEj/xyJuT3noksN3dIeIX60vjM9X1M8r0etHlgzeA2m75mOhMwETPh7Aj7r+Rl61u6J8l4UJZorzy11PEvY4pBUry5t//yzyinrtPa4cWzS04GYGNpu08a+ZSkD9zUg8V+oC0GgW+DKlaU/CwsjPdj69WkMv39/RUycKNXFjBnAiBE2LKyBpKSQ++bWLXr+iI6myFdjadeOAoCCg2kxha8vrQwtLFTA398LHh7kDFUoyDEr/hUWUiK0zEz6y8oi30dyMvDoEf3J5RSVm5oqLcgWqVyZonebNKHXRo3otw1hwgSK6hXnHF98kWQNNALtxoyR9BwKCihk2ARsdX24nbIuAMdxKF+8JMlkLl6kVztGyQIWssUAxDwrrVpZ/thbt9LqHS8vDl995Qlvb8v/hj2wVdvYAnNtGTyYOvabN+mvcWPLla0kdepQh3n2LPDPP8Drr2t+7hLt0q4dvUZFgcvORvn/4DIqN46Nxa6zAwekbTsOWq1532CM4avjX2HXnV2Q8TJ8+dSX6FW7l8nHOxh/EJ8c/gR5RVKIxpdPfQkZT0sMS9py+gEJxrcPb19KV9TSKJW0imH9+tKDIZ6nJXVDhwK9exumP+cS9/NiDLWF4zgMaTQE7cLbYc6BObj5+Cbe2f0OxrUYhyltp6jaWR3RwSpXyiFXyjX0iWsF1sLqwasxZ/8cnHl4BrP2z8KcLnNQL7geAJiUWMxp24XjaCZZLtdYo+u09rhxbMTcJHXrmhYGZ0Pc14CEK9cFY8CPP1JujpJMnkyr2tXVCi5c4DBnjpRZ66uvqP+2N4wB9+/TJXb5Mv1pSz7G80CtWjR2rF6dkozXqEHbgYHAvXskwbB/PzlyARpf3rpFdg4cSM5pckCalwiHMXLSJiYC8fHUBd29S68PH5LzNjlZeiz28ACaNaMhYfv2NLbW99z05pvk7N25k/4fMYLGyapg1p5qK6V27aJMaCZgq+vD7ZR1AZRKJe7cuYPatWvr1UHRi+ilbNHCcgUzAaVSifj4ePNsKYP0dLpBcJzlnWn37gGLF9P2lCkCGIuDUmk9W2yJLdrGVphrS1AQLRPZuZOiZT/5xPJlVOe556jT3LEDmDhRc/mMS7RLaCg9Rdy9C+XZs4ivVcu57XHjcliknwXoiVHEjoNWa903GGNYcmYJtkZtBc/x+Lzn5yY7ZAUmYMmZJVh/lTR4vT28UagoREW/ihqOupK2iE7ZDtWsu3xWLgemT5eShlaoQL4ImYwiZhMTab774kVaZjdjBunA6Qu2cIn7eTHG2hIeEI6fB/2s0oZdc2UNriRfwde9v1ZFxoqITlmAIl+9fDWzmAR4B2DJ00vw9YmvsTVqK+Ydm4duNSlbppIprW6LQzFxIi3tASh0qUoV57bHjeMiOmXFiXYHxn0NSLhqXezdKwVKqrNsmfZT9OZNYNIkhsLCQnh7e2PZMs6up3JeHl1SovRASScsz5MDtWlToEED+qtTB3qDwWrVAsaPp7+4OEqetWsXRd1u3Up/9eoBQ4Yo0bDhXTRpUsvkc4LjaLwcFETRsCVti4qinCk3btBrSgotJrt0CVixAvDzoyRePXvSa8lk6RwHfPwxcOoUTYonJ5Pz/dVXi3dQF7Ndt85kp6ytrg+3U9YF4Hke4eHhputcCIKkuWHnTJlm22IA16/Ta+3aqpwHFkEQgE8/pXD+du2AESM4yOXWtcWW2KJtbIUlbHnhBXLK7t1LQvGBgRYrXil69KBzNSmJOmj1hwSXaZd27YC7d8FfvIjwzp2d3x43LoVFrjN1Ma4uupdm2wJr3TfWXV2HdVfXAQA+7PYh+tTpY9Jx8ory8P6B93E84TgAYGyLsWga2hSz9s1CpXKVNPZVtyVXnourKVcBWN8p++235JD19aWEG888oxlxk5hIA54//qDtGTOAXr0oe7CuxQAucz+HabaI2rCtqrbC3CNzSRt221h80+8blTYsQAne/Dz9kFeUhxx5DoJ8g0odS8bLMKfLHIT4huCniz/h6L2jAEyLlHXqdunSRXLKXrwIDBjg3Pa4cVzOnaNXa2VQtiDua0DC1eoiOZn645KsXas7GOvxY8qLCACenl747jv7zC1kZZFc3f79FIyjUOuuPD0pdq5VK1qF06wZOS5NJSKCok3feIPGlv/+S78bEwPMn8/D27sWBgzgMWwYOXwtiZ8fLc4WF2gzRtGzZ8/S37lzJImwbx/9eXpKMgs9e0pKBDIZ8Oef9GwFAMuXAwMGqEn9iStFEhJMLqutrg+3U9YF4DgOvoaKcGgjPp4Gi76+dssELWK2LQZw8ya9Wtr/vGULcPUq3Wg+/hiQyaxviy2xRdvYCkvYIs5M3r5Njtnhwy1UOC14ewP9+lHH8++/mg8KLtMuLVoAmzeDu37dNexx41JY5DpTTzjQxzRnpaWwxn3j8N3D+P7s9wCAaR2mYVCDQSYdJyk7CdP2TMOd9Dvwknnh0x6fok+dPtgatRUAUMlP0ymrbsv5xPNQCkpUr1AdYf7W08dPSCBnK0DZgDt1Kr1PWBgFKY4aBfz6KwVqHDxIp8GiRRThUhJ73s8FgQZjUVEUsSIIFP0r6r0ZOx4xx5beEb1RP6Q+pu2ZhntP7mlow4qU8yqHvKI85Bbp1ojlOA6vt3kdQb5BmH+CMmWm5aWBMWaUPpxT97Pq2U/++AMYMMC57XHjmKSn0/pqjrOONpyFcV8DEq5SF2JOF/UFSQDwzTdA1666v1dYCDz9tPgfhy++4NC5s7VKWZq8PFrCv29faUdseDhFiXbsSA5Mc5ywuuB5Gle2a0eTxzt3Alu2cLh7V4a//gL++gto3hwYPZqChKzhm+Q4oFo1+hs6VIoXPHSInpsSEkga8sQJipjt2xd49llyTAcEAD/9RM9bADBokBS0jzFjgF9+oW3GTEqua6vrwzWmRP7jKJVKREdHQ6k0fkkWAIobB0hh2c6zZGbbYgCirFbdupY7ZkoK8MMPtD11KolX28IWW+JK9ljCFo6jDgEgWQFr068fvR47ptlhu0y7NGsGAGC3biHm+nXnt8eNS2GR60z1lAgKc7Ajlr5v3E69jQ8PfgjGGF5o/AJGNhtp8nHGbRuHO+l3EOIXgp+e/UkVbZtZkAkACPQJ1PiOui0XkiiTRLsw64a47NpFz/cdO2p3yKrj50eRKKtW0QArKYmW14lBZerY435+65akmzdqFPD556SZ/vPP5DyeMIEGSepyyIZgri01KtTA6udWo314exQoCvDuvnfx66VfwRgDAHjwFFeiFMo+/vAmwzGs8TDV/4tPLVYdxxCcup9Vf64vlipzanvcOCaiDJ6llyFaCfc1IOEKdZGcTAHa6g7ZceOon9XnkAVIIk5k1CgBdepYvy4Yo0CuuXNpfPfppyRRoFCQf2LSJJpD27YNmDWLbLCGQ7YkAQHASy8BmzYp8cEH99C7twAPDyrrrFn0LLB5M5Cfb91y8DxNCE+dSgFJmzcDr71Gk925ueQonjABGDmS2rxJE3IYi5w8WbyhLllgYrSsra4Pt1PWBeB5HjVr1jQ9rFpcz29n6QLAArYYQHw8vdaubZnjMUYDmrw8mkkaVvzcbwtbbIkr2WMpW/r2pY7j5k3pvLIWLVuSLk9WlpSXD3ChdqlalTQ2BQE1Cwqc3x43LoVFrrPff5e2w6wXxWkIlrxvZORnYNqeaShQFKBDtQ6Y2WmmSVlqLyZdxGs7XkN6fjrqh9TH2sFr0SRUEiITIyLLeWoKi6nbciX5CgCgZZWWphtkAFfoZ1RL5gyhcWNKCBYZSc8Lb75JWmjq2PJ+fvs28PbbFP2yZQv1LX5+lGBjyBBa/dG9O/lXHjwA3nuPVsEb6su0hC3+3v5Y8vQSDG9CS1GWnluKBScXQGACeI6OKzDBoGP1jpCytfx2/TdVVLchOH0/q76WNy/P+e1x43iITtniCXZHx30NSDh7Xfz2W2m5ggMHqI8t61Fk/XpKFgVQMqy33+asWhf5+eRgHD6cnIrbt9N7NWqQI3bLFmDTJpq4rV3bpMBOiyCT8RgwoAq+/JLDjh1U1oAAehaYP5/qe+lSCpC3NhxHC7lfe42c1CtWUEIyHx9a3fPpp/R/jRrSd956q/hZpUoV6U0TI6hsdX245QtcAI7j4K1P1bksxEjZkirMdsBsW8pAoZAmSizllD16lP48PEgrTrxmrW2LrTHHnryiPMSmxyI5Nxk8x6OiX0XUC64HX0/7LJexVNsEB9OykmPHaLnHG29YoHA64HlKEvP336Q3JEoYuMx5xnFA06bgjh6F1+3bds1M78ZNScy+zhgjrxdAAtT2etIuxlL3DYEJ+Pjwx0jJTUGNCjXw5VNfaiThMpSj945i9v7ZkCvlaF21Nb7p9w3KeWk6X/OKSJO35PuiLYWKQtxKvQUAaFHFuklLHz6kV2OfI/z9ge+/p2eFgweBmTNpYCMGTtvifp6XRyt7Nm+m/3meomSfe45uuyXzWOTnk/zCqlX02qKFYZLIlrJFxsswq/Ms1KxQEwtOLsDmG5uRWZCpipA11ClbqCjU+H/tlbWo5FcJI5qNKPO7Tt/Pdu9O2kcAcP06uHbtnNseN46H6JRt3ty+5TAQp7+mLYiz1gVj5NxUD4qZNo1WfBjCo0ekDS/y++8Az1unLlJS6PhbtwLZ2fSejw8pWQ0aRM8Adn4s1ED9nKhYEZgyhZKD7dgBbNxISiW//krbw4aRHm9ISBkHtQA8L2nRTp9OTtpNm6h+167V3Pf48RJR0tu3mzRQt9X14ZxTIm40UCqVuHXrlmlh1UqltJ6/YUPLFswEzLLFAB4+JJN9fUliwFzkctKqAUi2RF2S19q22Bpj7RGYgIPxB/HGv2+g15peGP/3eMzePxuz9s3ChL8noNfaXpi9fzai06KtXPLSWLJtxNlZcTmrNRGXZhw/Lr3nUudZs2ZgAFKPHnUNe9y4DGZfZ2IoBmByBlhLYqn7xprLa3Dy/kl4ybwwv898+Hv7G32MA3EHMHPvTMiVcnSr2Q3fP/19KccrAOTIcwCUjpQVbbmWfA1KQYmKfhVRtXxV0wwykKIievXyMv67Xl7AF1/QhF5hISWKFCeLrX0/v3KFBrGiQ1bUKp83jyJktSUW9vWlAdmMGbRU0FCtPUvb8mLTF/FFry8g42XYE7sHj3IeATDcKZuvoPWWLau0xJvt3gQALD69GAfiytZlcPp+tlEjafvqVee3x41joVRKAT5OEinrvgYknLEuCgpIrkDdIfvPP4Y7ZAGKrhTZvJn6ZkvXxcOHJFHw7LPAmjXkkK1enaQA9uyhHDStWjmWQxbQXg++vpTk+s8/gYULKZavsBDYsIHsW7SIEqbZioAAcgZv307PMOry6QA56BUKSFnB0tJM+h1bXR9up6wLwPM86tSpY1pYdUICjS58fWn5sJ0xyxYDSE6m1ypVLHMD3LSJQvkrVqQZJHWsbYutMcaeC4kX8OKWFzFr3yyceXgGCkGBin4V0aJyC7Ss0hIV/SqiSFmE/XH7MXrraKy8sNLggZUlsGTbdO1Kl8+jR6TNZ00iI2mWMDGR/gAXO8/q1QMABKenu4Y9blwGs6+zO3ekbQdIgmKJ+8bV5Kv48fyPAID3Or+HusHGC7UfvnsY7x98HwITMKDeACzoswDeHtojEnRFyoq2XEuhSK0WlVuYJJ9gDKJkohjxYiyenrQEsHlzICeHImbz8qx3P2eMonRee436qrAwYNkycg5Xr27YMUaMoMgUQ6vWGrb0q9sP3/T7Bj4ePqr3CpWFer4hkZ5P6yyDfIIwtsVYDG8yHIwx/O/Q/3Dl0RW933X6flZ9CefOnc5vjxvHIj6evGR+fkCtWvYujUG4rwEJZ6uL1FTN1RoVKpB2rDFuDHHhAEA6qWJQlaXqIjER+OwzmoPfvp3mLSIjgcWLyak5fDglrHJU9NUDz1OQ0OrVwJIlNA8jl5OMxHPPkXP2yRPbldXDg+QEf/uNnLPq9OsHnG31mlnHt9X14RxXn5syMXugGBFh9yRfItY86cUZnEqV9O9nCOnplAgDICFqbQLcztLBGUpZ9igEBRafWozXd7yO+Ix4BHgHYEKrCfhz+J/YNWoXfnnuF/w86GfsHr0bG5/fiD4RfSAwASsvrMT8E/ONSrxhLpZqG29vSvYCUJZIa+LnJ0k/q+cMcpnzrDj7HnfvnhSK5saNg2DWdXb1qrStHrVmR8yxp1BRiE8OfwKBCehftz8GNRhk9DGO3TuG2ftnQykoMaDeAHzS4xO90gcKgTIcigme1OF5Hjcf3wQANKts/Ugt0cf14IHpx/D2BhYsoOeRuDjSRWPM8vdzQQC+/JJ+S6mkwcumTZIEjjWxRt/UqXonLHtmmer/OQfmoEBRUOb3RKdssG8wOI7DzE4z0bNWT8iVcry7712k5Kbo/b5T97PqnvTisGyntseNYxETQ6/16zvMWNIQ3NeAhLPURWIi0L+/9P9zz5F+rDHzsAoFRaiKzJ6t+bk5dZGVRVGkQ4aQ3JwgUDLQ1atJC7VbN+e5RMqqB44j21atIhmmFi00nbOrVtFcja3geXq+OXpUei8zE5hy6AW8/3AKMpXlTJ5Jt8X14SSnhRt9CIKAmJgYCIIJkYaxsfRa1/gIF2tgli0GYEmn7I8/UmRL48bAgAGlP7e2LbamLHvyivLw5s43sfHaRgDA842ex98v/Y0pbaegZmDNUpFL9UPq48veX+Kj7h+B4zhsubkF225ts7YZACzfNj170uvhwxY5nF5EqVXRKetS51nlyoCfHwry8iBYO3OaGzdGYPZ1ph6WERRkmUKZgbn2LDu3DAmZCahUrhJmdZ5ldGTquYfnMGv/LCgEBfrW6YuPu3+sStykC3HSjoPmb4m2xKSTY6B+SH2jyqIPpZKy+C5ZQkvhXn2VEl6ImX2//BK4e9d06ZqQEHKWenjQwHLHDsvez+Vy4P33SceO48iGL76wTRZna/ZNzStLupXZhdmYvmd6Kc3YkohO2RA/Er7jOR5ze85FvZB6SM9Px3v734NcKdf6XZfoZ/v2VW0K+fnOb48bx0F0yjrIWNIQXOKathDOUhcPHpD+qsisWcD//mf8cZZJc3r45htNJ6mpdaFUkgTC4ME06alUkiTQqlX0/OAAudSNwph64Diy9eefyTnboAGQm0v1LDqnbamMUfL5hvfzwd6sDhge9xWO/2L8klZbXR9up6wLwPM86tWrZ5oXX4yUdZCO1CxbDMBSTtn79+kmA5DOmrbiWtsWW8IY02tPXlEe3tr1Fs4lnoOfpx8W9FmAOV3nGKQvOKjBIExtOxUAsOTsEmTkZ1i8/CWxdNt06UJafHFxkjagtRBXPl+/Tq+udJ6B44A6deDj4wPe7ZR140CYfZ2JeiMOgjn2XE2+io3XafLtg64fIMA7wKjvx6TFYOa+mShSFqFX7V6Y23OuQcnBGIqdsiUcwDzPI7xWOB5mU/YtSzll9+whnbS33qIEEseOAZcvawY9A5TkYvBgGtyJEv3G0LQp8PrrtL1oEQ9/f8vczxUK4L33gP37yen75Zekt2cr7Tpr902eMk/V9tmHZ/HuvndV0dTaSM0jXedg32DVe76evljQZwECvANwLfkaFp5cqPW7LtHPqoVG8/Hxzm+PG8dBHEsWS1A5Ay5xTVsIZ6iLjAzqZ0XmziUJAGNRKjUTQmkkgoJpdXH1Ksn7zJ9PkbIREeSQXLrUafLelcKUehCds+vWkXRD1arkd/nsM2D0aNK0txVvvy1tr1rFIcL7IdIUFfDO/DB8+SVNWBuKra4Px7363BiFyd57MVK2pDqyHbHmTIQYtR5g3BiyFD/9REsSunShcH1dOPqsoyEwxvDK9lfwxbEvkJJTenmfwATM3j8blx9dRnmv8lg+cDl61u5p1G+MaTEG9UPqI7swG1ujtlqq6HqxZNv4+5PgPAAcOWKxw2pFXPmckEAzkYBrnGcq6taliDhTvBtu3FgRk68z9e+pRavZG1PsEZiAr45/BcYYnqn3DLrU6FL2l9RIzknG27vfRq48F62rtsbnvT7XKkegDTFSVltEbXRaNBhjqFSuEgJ9Ao0qU+nfIQfrBx9QRt+gIBoMzplDg6758ylCR52HDynZxfDhwCuv0PI5Y6Jnx46lwVtuLjlPzVXyEQTgo4/IkeztDXz3HdC7t3nHNK0c1umbFIICRUqSuFnYdyG8Pbxx8v5JfH70c50ySKLTPsw/TOP9agHV8EWvL8BxHLZGbcX+uP1av+/0/Wzt2tL2nTvOb48bx8EJnbKAC1zTFsSR66KwEOjTR/p/3jztK1QN4Y8/pO3ly7XvY2hd5OWRfuorr9CQpUIFkkL47TfbyANZG1PPCZ4Hnn6atHOnTSOfS0wM1dMnn5D8o7V5/nlpOykJWF/rfxgTvBNcTjb+/JP09VP0KxZpYIvrw+2UdQEEQUBsbKzxJ4xSSSMJwGGE2U22xUDyKfmuWeLacXHArl20PWmS7v2sbYutuJV6C1eTr+LfmH+RmJBYyp6lZ5fi5P2T8PbwxtIBS9G4UmOjf4PneIxpPgYA8Pftv62uLWuNtunUiV7PnrXYIbUSGCjpGd6+7TrnmQgLD0dhYSGYeG9y48YBMOs6EzNMAprZKeyIqfb8FfUXotOi4e/tj3c6vGPUd3PkOXhz15tIyU1BRFAEFvZdCC+Zl8HfFyNlSyIIAk7cPAEAqBdsvlPgn3/IwQoAEyeS8sSHH9JDfq9e9Dd8uBSl064dacj16EGDkStXKCHW6NGSzEFZyGSkcSeTAYcPy3HkiOn3c8bIcbx3L0XILlhA0Su2xpp9U2ZBJgCKmu5Wsxu+euor8ByPHdE7sOzcslL7C0zAgywSAK4eUDqzWcfqHTG+JWVr/eLYF0jOSdb8viv0s2pOWRYV5fz2uHEMsrIk74YDBfiUhUtc0xbC0euic2dp+513zJvbXqi2GEKUg1PH0Lq4cAF46SVywDJGq2r++otWzsjKXvjj8FjinPDyotU5W7dKUc47dlBitd9/14xXsDTqEgZ//AF4eXN4u/ImfBc2HwEBtNp09Gjgxo2yj2Wr68PtlHUBZDIZGjZsCJmxd4FHj+iK8PICKla0TuGMxGRbDESMLPT1Nf0YK1bQDbhXL6BhQ937WdsWW7EzZicAoGetnohsFqlhz9mHZ7HmyhoAwMfdP0aT0CYm/073Wt3hwXsgMTtRNXiyFtZoG3HQe/GiccsiTEE8727dcp3zTISvVg2+Pj7gk5LsXRQ3blSYdZ2pZ4MSU/zaGVPsySrMwtJzSwEAkyInIcjXcG1cgQn46NBHiMuIQ0W/iljy9BKjZQ9EB25J7VCZTIYCP8omUTfYPCkmuVzSm3vjDZIV8NLhNx4+nJbrnT0LVK9Og71//wXGjaNnjNu3Sfpg+nTDEoLVrAmMGcPBx8cX33wjQ6F+iVSd/PEHsGULle2zz6QJQ1tjzb5J1IcN9AkEz/HoWrMrPuz2IQDg18u/YvONzRr7p+alolBRCJ7jUdVfe4ru1yJfQ+NKjZFdmI2PDn0EgUkDMJfoZ9WWiPEnTji/PW4cg7t36TU01LHTyZfAJa5pC+HIdaEe/DRoEDnSTOXRI2l7yhTt+5RVF0ol+QEmTSJVqipVgO+/p0lVc1fhOhKWPCcCA2lie/VqWu2Zk0OTxRMnWl/yD6BxObp1AwB0Kn8V69ZRTsL0dGrH06f1f99W14fbKesCMMYosszY6EJxlBAe7jCpAE22xUDy8ujV1CQX9+4BBw/StqgBpwtr22Irjt8/DgDoE9FHw568ojx8fvRzAJTUq28d85bl+nn6oWFF8jbeTrtt1rHKwhptExFBcxuFhdbXzRGDESjBjGucZyKsalUIjIE5mAanm/82Zl1n6lPxNWtarlBmYIo9qy6tQlZhFuoE18GwxsOM+r1fLv6Co/eOwkvmhcX9FqNK+SrGFhk+Hj4AgAKFZjpfxhji00mDulZgLaOPq87Vq0BqKhAcXPbgr1YtKcnjihX0WqkS8OabFG07ejRFzBw9Sg7cDRvKjgwZP56hYkUlEhOZxjJLQzl/XooEeustzSWfxpCeTlI8S5eSVMPYsTQgHjCAXidMoGWIf/9NWn/asGbflFFAPxrkI00MDGowCFPa0kh74cmFOPtQWraSkEkjvzD/MJ1yGR68Bz7v9Tl8PX1xIemChmPX5frZpCSXsseNHRHHktVLR6A7Mq52TZuDo9bFvn1SUmOAJHnM4dtvpe1Ro7Tvo68uUlKAyZNJwpAx6gs3bwY6djSvXI6INc6Jpk2BNWtI697Pj8bKL71k2LORKYSpKxWprVILD6ekZO3b0wrqd96RfDvasNX14RieODdmIQgC7t27Z3xYtdiRVqtm+UKZiMm2GIiY/c/DMAm7UqxfTzfibt3KXqVjbVtsQVJ2Eu5n3gfP8YisEqlhz5rLa5CYnYiq/lXxdoe3yziSYYjLCh9mWXfpujXahuMkDSFrSxiIz74PHrjGeaaOEBYGeWEheUZMDRVz48bCmHWdHT8ubZuzTMOCGGtPal6qykn1dvu3DUrMJXLs3jGsuEBey9ldZpskcQMAvh5Ud/mKfI33BUFAdHI0AO1L041BlLJu0QLw9NS/L0CTszxPD/Tq9/3AQHrQ37SJ+gW5nHRqJ08mfTNd+PgIeO45CudZvVqaSDaElBQa7AgC6bkZG1EUHQ2sXAmMHEnLQ2fMAH79lWy7eZOiglJS6PXqVVqG+Nln5KidO7e0Tpw1+yYxIah60i4AGN9yPAbUG6DSuhefJe6kk+Zl7cDa0EeNCjXwdnt6nll2bplKxsBl+lm1JAj34uOd3x439sdJnbIuc01bAEesi4IC0nEXOXPG/GPuV5ML9/bWvo+uurh6lfrUixfJofj55+QkNjXIy9Gx1jnB88ALL5B8gfqz0cSJls+Hq5HDvmVLaTsrC35+5KTv25eSor7/vm65KVtdH26nrAsgk8lQv35948OqHdApa7ItBiJmHTZlsiM9nZYmAhQ1UhbWtsUWXEu5BgBoWLEhAnwDVPak5qViwzUS3ZvWYRr8PC3TK4nLWfOKjBiJmoC12kaUMFCf2bUG6k5ZVzjP1JEFBsInOBgcoLnWyI0bO2LWdXb5ssXLYy7G2vPrpV8hV8rRvHJzdKxmeFhIck4yPjpM4S0vNH4BgxoMMqm8gO5IWQECshll8axewTzHgCg9o0uyoCR16kjasl9/XXoeqXZtijb94APyx1+4QBE6uh7+ZTIZXnstHDVqcHjyhJy6hiAItHwyMxNo0ICWCorPO/rIyyO9t9GjyRm7ciU5ZzmObBs8mJyzixaRg3bdOuCXX4CvvqJo2YYNgaIiYPt2qgf1oHBr9k0puaRhGeIbovE+x3H4sNuHaFypMbIKszB973TkFeXhVuotAECjSo3KPPbQRkPRvHJz5BXlYf6J+QBcqJ+NjAQAcADqBwc7vz1u7I8DjiUNwWWuaQvgiHVRvNocAEVSmls0dVm5117TvZ+2uti1i5a5p6dTLrsNG4D+/c0rj6Nj7XOialXp2UiMmh01Sn/Eqim/oSI8XNq+fh0ATbx//rnkmH33Xe0rXW11fbidsi4AYwz5+fnGh1WLiXTUT1Q7Y7ItBmKOU3bTJrqpN2umEWygE2vbYgviMihsqH5IfQ17Vl9ejQJFAZpVboaetXpa7PfErNpKprTYMbVhrbYRz4tbt6yrKys++z56BMjlzn+eqcMAKIOCKKVPWpqdS+PGDWGRe4aDaLcDxtnzOPcxtt7aCgCY1GYSOEO8fSAd2f8d+h+yC7PRuFJjTO843awy+3pSpGzJSbvE7EQolAr4ePiUctIZS+XK9GqIBqzI668DISEkb/Tdd6U/5zhgyBBKCNK0KeXFefttYNWq0s8ijDHI5fmYOJE+WL9eSlCqj/XrgXPnAB8fykytKwpIJDMT+PFHinKdN4/6LE9PoHt3kiXYt48iWT78EBgxgt5v1oz04Fq0AHr3Jk2+9evJjrp1gSdPSIdXjHax5jNQYjb9SHhA6edXL5kXFvZdiBC/EMSmx2LesXkqp6wokaQPnuPxQdcPIONlOHLvCI7cPeISz3MAVA8PDEDB3bvOb48b+3P/Pr06WaSsy1zTFsDR6uL0aWk5e9euNNFoLurBMi+8oHs/9bpgjCYq//c/GtN1706Tkk52qpuELc4J8dlo0yZ6NsrOJrmkr7+2zBjax0ftH3WZTjXPK8/TSp8uXWhS/d13pbyFIra6PtxOWRdAEAQ8fPjQ+LBq8awTRyEOgMm2GIiBY8lSyOXAn3/S9pgxhh3H2rbYAtEpGxEUobInqyAL229vB0DJXgwdoBtCZiFlVPb38rfYMbVhrbYJDweCgihy6NYtix5ag6Ag6kgEAUhLc/7zTB1BEJAjehR0iRW6cWNjLHLPaN7ccgUyE2Ps+ePmHyhSFqFF5RZoG9bW4N9YfXk1LiZdhK+nL77o9QU8ZQboAegh0CcQAJBZkKnxfsKTBBQVFSHcP9zs/qhZM3qNijL89uPvT1GqAOnLqatVqFOtGg3whg4lZ+yyZRQloj74ENuld28B1aqRA3fnTv2/f+eOlJxs5kz9ssW5uRSd8uyzNLjMyQFq1CCphV27KCJ24ECSXzCU5s3JMdu0KR1v8WJNW6zRNz3MpqCCcH/tQQWh5UKxoM8C8ByP3Xd2q+QLGoQYNrqvE1wHY5qPAQB8d+Y7yBVy1+hn1UKH0qKinN8eN/bHAQN8DMEVxmiWwtHqYupUaVvsT8zlr7+k7SA9OUrFulAqBXzzDfXZACXwXLDAdeUKSmLLcyIsjDRex42j///4g1biJCebd9ycHB0flAiH9fAAvvySoqDT08kxq+25zC1f4KZMZDIZ6tata3xYdWoqvTpQ9I7JthiIuCTRWKnKgwcpsqRyZaBHD8O+Y21bbEFqHp0jVcpXUdnz751/kVeUh4igCLQLb2fR3xOXJFb0s+45aa224ThpUH/tmkUPrQHPS4Pm7GznP8/UkclkqFCrFskXuCNl3TgIJt8z1GfWxZuDA2CoPQWKAmy5uQUAMLr5aIOdnlGPo1Q6srM6zTJbVgCQ9EPT8zXFSx/nP4a3tzfC/MO0fc0oqlQBGjemCS9xItYQOnWihBUARdXoyijs5UXaZR9+SAOBvXspajY3lz4X28XTU6Y63saNupNgCALwxRe09K57d+C553Tvt20bRaX8+ivJFtSvD8yfD2zZQvIFxjhiS+LnJyVhOXKEBjbWfAZ6kEWhzNoiZUWaV26OyW0ma7wXWi7U4N+Y0GoCgn2DkZCZgL+j/3aNfrY48wkHINzT0/ntcWNfFApJTDrU8GvLEXCFMZqlcKS6WLNG2v7yS9ODqUpy6JBh+8lkMkRE1MX8+TJs3EjvzZxJCTwdJCe6TbD1OeHhQXX8/ff0LHLrFgXBXb1q+jF1TqxrOaivLyVJDQggGaaff5Y+s1Vd/IdOL9eFMYacnBzjwqoZkxweDuSUNckWIyhfnl51zp7oYCut3MTgwYbflK1tiy0QI1creFdQ2SNGyb7Y5EWLRskyxhCdRslaagfpT8Zhid+yVtvYwikLSDO96enOf56pwxhDoZ8fyRe4I2XdOAgm3zOysqTtpk0tWygzMNSenTE7kVWYhTD/MHSv1d2gYysEBT47+hmUghK9I3pjYP2BligygnzoppdRoHlfeJz7GIIgWGwyT0yQtWFD6eRV+njrLYoazc6myFP1pi/J4MEkdeDnR7IDEyfSb6m3y6BBQLlyJItw6pT242zdSn2Nnx8l+dLWJUdHkw7+55/Tb9SoQRGxGzYAvXpZbqAZEUF/jNGAylr9rMAEJOVQtjRdkbIi41qO0/i/SCgy+Hf8PP3weuTrAIAV51cgKT3J+fvZYscZA1B486bz2+PGvog3SJnMvFkdO+AKYzRL4Uh18f330nafPpY/fkCA/s8FgWHevEJs3crAvLLgNfp5LMxqgzYr6e/ek3uWL5QDYq9zomNHYO1akkRKTyd5qB07TDuWznG4Dm2E8HCaMAco0erNm7Rtq7pwO2VdAMYYUlJSjDtZsrJojTVAYmgOgkm2GIEpTtn4eMq2yPO6o1C0YW1bbEF2ISVP8ff2B2MM52PP4076HXjwHuhTx7K95cPsh8gqzIIH74G6wXXL/oIZWLNtRKesesITa6DulHX280wdxhiyPDzoH2M8Im7cWBGT7xnqyer0rSu3MYbaI0bJvtT0JZXmd1lsuLoB0WnRCPAOwKzOsyw2eacrUjY1LxVFRUUI8bPMs0zv3qRhl51NCa0MbXIvL1reWLkyRcrOnKl/VU779rQ0MjiYHKeTJ2vez/38pGeOv/8u/f20NGkAO3Vq6UC1oiJg+XKKNrl1i55/pk8nrdju3S0XgaSOOODNy7NeP/sg6wGKlEXwknmhcnn98ls8x6NOcB3V/79c/MWo3xrccDBqB9VGZmEmfj33q/P3s56ShIj82jXnt8eNfRFXXIaEOF0YoSuM0SyFo9TFP/9I26Ikjy5e3vayylEq/k3eMRlnH56FQlDo/F6TJvqPu3Ilw++/A4Xl7iBrSC/I/TSdsM9vfl4VQOTK2POcCAsjSaSePek55pNPyElqbFEePy7xRo0aZX6nVy9K/CUIFKktCLarC+e6g7rRCs/ziIiIAG9Mhyh2pBUqGJ5m2AaYZIsRmOKUFQdDXboYtzrH2rbYAnEwzYEDz/OIVlBH1LFaRwR4lzHdaCQn71M66mahzeAls+45ac22qV+fXpOSpCWp1kAUMC8qcv7zTB2e51FJlC/IyytrdzdubILJ9wx1cWl9QmY2xhB7YtJiEJ0WDQ/eA8/Ue8ag497PvK+SLZjWYZrKkWoJgnyp/tLz0yEwaT1/Wn4avL29jVqarg+ep6X4PE/SRevWGf7dkBDgm28ocvXiRdImK9ITnNmwIS2Tq1gRiI0Fpk7lERwstcugQbTf0aOUSEud5cupj2ncGBg2TPOzuDhyxv78M6BU0kBj61Zg5EgNv5xFYUxK8lWxovX6WVEftm5w3TInCoqURSqpAwD49fKvuJ162+DfkvEyTGw9EQCw/9F+FCgLTCix48EB8E9KcpnnBjd2wgFl8AzFFcZolsJR6uLTT6XtdnrU8Q7GH8T1lOul3j+XeA5T/p2CDj93QJuVbfDjuR+Rka+5skZfkq6//wZ+/pmHpy+QN2AEKlSg96v6V9WQ6xv550iD7HFm7H1O+PlRwi9RZ/aHH4Bvv9Ut5VQS9f1UydkNDIyYOZN+PyqKkp7aqi7cdyIXgDGGrKws4zz4DihdAJhoixGIN9iSgxtdCAKwZw9tGxMlC1jfFlsgDngYGBhjOBp3FADQs3ZPi//W4buHAcDgJbLmYM22CQiQnPexsRY/vApJH9n5zzN1GGPIAy2vdDtl3TgKJt8z4uOlbWuEJpqIIfbsiKY1Y91qdkMFnwoGHXfRqUWQK+VoF97OYrIFIhX9KsKD94DABJX+OEDyBUqlEiG+llv106ABPZgDFI26e7fh361fnwYP3t7AyZOUzEufY7ZGDWDFCnLoxsQwTJxYhJwcape6dYFGjUi6UXwWAcjpKk4Yz5ihGaS2YwfJFdy5QyuKv/qKtGODLecf10pUFOWP9fKiOrBWPxuTFgMABq2ouZp8FYWKQgT5BqFX7V4QmIBPj3yKIqXhMga9I3qjRoUayMjLwB83/jC53I4EA6AsKnKZ5wY3dkIMRXOwsaQhuMIYzVI4Ql2oL4ybMsXw7/Ecj94RvbV+9sulX9BnXR+0WdkGca1HILfCOZQvr93Gq1cpMhJgkA2eoJpDn99nPv4Z8Q+WPbMMfev0NbxgTo4jnBM8Tzqz06bR/xs2kAyTIY5ZdV1/cXLbUKdscLDkDP7xR0CptE1duJ2yLgBjDBkZGcbLFwCSl9JBMMkWI6hUiV4Nzeh3+TI9c/j7k86JMVjbFlvgyVNITYGiADmFOaqZSWMycBtCYnYiziWeAwD0qNXDosfWhrXbpm7xWPHOHascHoAU7SSXO/95pg5jDNmK4qVH+fn2LYwbN8WYfM/QlfHJzpRlj8AE7LqzCwAMdq6eeXAGxxOOQ8bL8F7n9yyqOQ7Q4EtM5vUw66Hq/dT8VCiVSgT7WNbr+MIL9McYRc4ao2vWujUljfD0pGjbGTP0385q1iTHbFAQcPu2oBFh++yz9Kr++99/TwOTnj2lKJDCQoo0+uQToKCA5BE2byY5Blvw66/02qMHRZlYq5+NSSenbL3gemXue/QeTSR3rt4Zs7vMRgWfCohOi8aGaxsM/j2e4zG2+VgolUqsv7YecqV2PTqnofhBWKFUusxzgxs7IUa4ONAqEENxhTGapXCEuvj4Y2n75Zf176s+ThSYgFZVWuH8a+dxduJZrBm8Bt1rlg7uKSwXg4Tmk/H1k7Zos7IN5p+Yr5JCSkmhSViFAujeqwiFASRGWqV8FfSq3QsAoBSU2Bu71ywbnQlHOCdERo2iZxueB7ZvN0xW6vRpaVuVzsEICbGRIynI6sED4Ngx29SF2ynrAvA8j5o1axoXVp1NWqGq9fwOgkm2GEGVKvRqqFNWjI7p2dN4lQdr22INipRFuJ95H1eTr+LU/VNIzKa1iNtubcPyC8vh4ekBGS+zmHafyNaorWCMoV14O1QLqGbRY2vD2m0jOmVjYqxyeACSU1YQnO880wfP86gsyhcUuMZSUTfOj8n3jPv3rVMgMynLnmvJ15Cenw5/b390qt6pzOMpBSUWn14MABjeeDhqBlpHP1fllM2WnLK58lx4eXmhgq9lJ5k5juQHhg4lB+gnn5DOnaHL5zp2pIRaYsTsG2/oT/5VqxawZAmHChW8ce4ch88+o4FHnz40GImKIoniK1eAY8cot86bb9J3U1MpWdg//9C+U6aQ49ba0bEiBw9SdmueB159ld6zVj8r6vnVD6lf5r7HEo4BoGjvYN9gTO8wHQBFUKlHW5fFwAYDUS2oGjLyM3Ao3sA03o5KjRrgAHh7ebnMc4MbOyFqwfn727ccJuCMYzRr4Qh1oZ7Msqxi8ByPPaOlpSMLTi7AhqsbwHM8moQ2waJ+i3D+tfM4Nv4YPuj6AXw9fVX7KotjPjbf2Iy+6/qizco2aLqkDS5XfQu+LbfDr+9X8Coe8K96bhVupd7C+wfeR/uf26uOMbzJcPMNdnAc4ZxQ55lnKEqW50mKadEi/Y7Z776TtmuLucNr1ZLeLMPB6utLCVkBYMsW29SFY9S0G7NgjOHJkyfGefAd1Clrki1GULk4J4QhTlmFAjhwgLb79zf+t6xti7kITMCVR1ew5vIazNgzA4N+G4TOqzpjyO9DMOHvCXhz15uqfbff3o7fb/wOpVIJpaBEp1864ZmNz+CtXW/h29PfYs+dPUYNcNTJLszGn1F/AgBeaPyCRWwrC2u3jeiUjYuzyuEBSFFUMpljn2fGwhhDtlLpli9w41CYfM9w4EhZffYcuXcEAEUYevAeZR7v79t/IzY9FgHeAZgYOdGiZVUn3D8cgBQpKzABeUV5UCqVKOdZzuK/x/PA7NkkBwBQ8olp0yQFqLLo1ImWv/n70/LI8eP1nxINGzJ8+GE2eJ5h504perZlS/r88GHgl+JcVYMGkfTB7dtUvps3afHTjz8CEybYLu/OnTvAZ5/R9ujRQEQEbVujn03PT0didiI4jivTKXvvyT0kZCbAg/dAh2odAAAD6g1A88rNkV+Uj+9Of6f3++rIOBn61ewHAPjjppNLGFSrBobiSFml0t6lcePMiE5ZBxtLGoKjj9Fsib3rQq62+GDGDMO+E+IXgn9H/qv6/5vT32DtlbUa+/h6+mJIoyE4Nv4YGh07jzrn/kalrH4a+6SnkzZ7XsWTyGw5F7vitkNZfF8csGEARm8drREhWze4Lt7t9K6RFjof9j4ntNG3L61aAoBNm0gzXxvqueybNVN7FgoPl3YyILnQkCH0evYsw7171q8Lt1PWBWCMITs727iTxUFnN02yxQjESNmsrLKvx8uXgcxM0mSLjDT+t6xtiykwxnD50WXMPTIXfdf1xSvbX8H3Z7/HkXtHkJidCIEJ8JJ5Icw/TOuAR6n2AJ+ck4yT909i/dX1+ODgBxiwYQAG/TYIXxz9AifvnzR4id+GaxuQXZiNiKAIm+jJAtZvm2rFwb4PH+rfzxzEDsfT0/HOM3NgjCFXfEKTO/kyUTcug8n3DAd1epRlj7jsu1vNbmUeS66U45dL5Cl8tfWrFk8CqU54AD1Ui8mbcuTUkVvLKQvQA/1bbwFz59KKmRMngOHDpUnbsmjeHPjpJ9Iav3ePHKgnT2rflzGGxo2f4P33qV1+/pkcsT160Oc//kjf5Xla4nniBPDKK7T8snZtYM0a055XTCUujiKAs7NJRkFdC9Aa/ezV5KsAgIigCPh7639+PXSXIlojq0bCz9MPACUvndV5FjiOw57YPbiYdNGg32WMoXtod8g4GS4/uqzStXVKiqMTBKUSTAzQcOPGFJzcKetKz87mYO+6+PNPabtk0kp9VC5fGXvHSA7TJWeWlHLMquNVEA7/s1/g/GvncW7iOXwc+SPyYigCtnKotCJWqeO5bdkzy7Bp2CaLSzM5IvY+J3QxcCBNlAM0aa1N719d6mnUKLUPAgOl7czMMn+renXSxxcE4MAB62uwlx3+4Mbh4Xke1fWlE9SGgzplTbLFCMqVIz361FQaTDRvrnvf48fptXNnWiZoLNa2xRgYYzgQfwCrLq1SLf0DgADvALQJa4PmlZujcaXGqFGhBkJ8Q1Qdzqbrm7Dw5EL0qNUDd5/cxd0nd7Hk6SVoXKkx7j25h9iMWNxJv4NrKddwO/U2ErMT8detv/DXrb9QzqscetTsgSGNhqBF5RZaO7GU3BRsvLYRADCpzaQyMylbCmu3jTgZl5xMzlNrZLsuLKRXHx/HOc8sAc/zqFK1qr2L4caNBmbfMxxMv12fPYnZibj75C5kvMwg6YId0TuQnJOMin4VMayxESMqE6gdSOvQ4p7QMgTRKVvetzx8PH2s+tsDBgD16pH2XXQ08N57FAk7fbrmqjht1K0LrFtHcghXrwLvvANMmkSOVfWIVrFdqlenRJG//UaRIZSAhCJ6AFq9c+MG8L//kd+/QwfSWbOlb+TkSWDOHCpTvXrAN98AHmqjCmv0s1ceXQEAtKjcoow9odJE7lOnj8b7DSs2xJCGQ7A1aiu+O/MdVj+3usxBNs/zaFm/JXom9MT+uP34+/bfmNlppolW2JkKFcABtETXPfHpxhwcdNWlITjSGM3e2Lsu1J2yxo6Xgn2DsX/sfvReS+LpS84sgQfvgZHNRmrs5+lJ4zFpAR6HfWvaotqVtmjfHvhhFlCgyEfXX7vCy8sLY5qPQc/aPVErsJZVJ5odFXufE/oYNgxITATWriWt2apVJW19xoDFi6V9u3ZV+6K6DuWTJ1IElR66dAGiozkkJFSy+uojd6SsCyAIAtLT0yEYKnQGSE7ZctaJLDEVk2wxkjp16FU9KbY2RKdsly6m/Y4tbDGE6LRovPz3y5i9fzai06LhJfPCoAaD8OMzP2LfmH2Y32c+RjcfjdZVW6OiX0WNwUlEEK1DjM2IRWJ2IhRKBar7V0egTyBaVGmBoY2GYlbnWVg3ZB0OjTuE7/p/h+cbPY8QvxDkynPxb8y/eHX7qxi+ZTg239iMQkWhRtkWnlyIvKI8NK/c3CYJvkSs3TbBwaQjyBhpAFoD0Snr4eEY55mlEAQBmVlZJF/gYDO0bv67mH3PsJW4p4Hos+dS0iUAQONKjVHeS/9gu0hZhFWXVgEAxrccDy+ZkeLrRlInmDrw+Ix4KASFyinrzXnb5B5Yrx5Fo06YQA7IkyeBF18E5s+naFV9hIQAy5cDzz1HkRfLllGUqZjAHNBsl7ffpoRheXmagwyAfPwffEAO2f79gW+/tZ1fRC4nB+xbb5FDtlUrsiugxLjVGv3slWTDnLJ30u8gNj0WnjJPPFX7qVKfT2ozCT4ePriRckOlO6sP0ZYBdQcAAPbF7YPAnLTP9fUl+QKFAoJbt92NOYizRE7olHWUMZojYO+6uHvXvO8H+gTiwFhp6criU4tx9uFZjX2eflrzO8eOUf/t4UETrBwHXHpEzz4KpQJT2kxB88rN/5MOWcD+50RZTJ1KK4iKioBZs0iGAgDOqjV7//40FteKmKSwDCh4j+HiRbnV68LtlHUR8o3NUi6ufdZ5ttoPo20xEtEpGxure5+HD6mT4HmKQDEVa9uiD8YY1l5Zi7F/jcWNlBvw9fTFxNYTsXv0bnzU/SO0DW8LGa8/BFjMbnw/8z7kSjmYwFCpXCWt+5bzKofONTpjTtc52DVqF34Z9AsGNRgEHw8fxGfEY/6J+Xj2t2ex9spa5Bfl4/DdwzgYfxA8x2NOlzk2i5IVsWbbcJwULWstCQOxPwkMtO95Zg0KRI+z2ynrxoEw6zor6bFyAHTZIw5MWlVpVeYxdt3ZhUc5j1DRryKGNBpi0fJpo2r5qvDz9INCUCAhMwEFCnIqeXJWWI6gA09PWqa/eTPQrRs5RjdvJmfrvHn67/leXsCHH1L0q48PcO4c8NJLwNGj0j5iu3h4UPSrKHugzm+/0e3x+edJVsHDBuveGKOB7EsvARs20HtDhwJLl+oOBLdk31SoKERUahQAoHllPcucAOyKoSjZLtW7aJU5CPYNxoimIwAAy84tM8jBmp+fj/bh7RHgHYC0vDScTzxvrAmOgR9JOQiMuSNl3ZiHeP4YmwnZQXC1Z2dzcIS66NOn7H10UcGngoaUwZR/p6BIWaT6/9lnpX3T0oAffqDtUaNImx2A6p7OBFbm+Pi/gCOcE7rgedKyj4ig9vzoI5rs/t//pH3GjdNzAAOdso0a0WtCguQ6sxZup6wFWbp0KWrVqgUfHx+0b98eZ8+e1bv/H3/8gYYNG8LHxwfNmjXDzp07TfpdnucRHh5uXFY48cyyxZO8EZhki5GISSju3NG9j6j31rKl6QoPtrBFFwpBgblH5mLJmSVQCAr0rNUT217chtfbvG7UrF+Qb5BGFu1K/pUMWiLKczxaVGmBj7p/hD2j92BW51moUr4K0vPTseTMEnT9tStm7qWlf2Oaj0G9kHrGG2kGtmibMEoSjsRE6xxfnBWsWNF+55k14HkelStXBge4nbJuSuFU/aw6DuaU1WePqLNZllOWMYZN1zcBAEY2G2n1KFmANEHrBlMmxTvpd6AQKJVyeb/yNr8H1qhBEazLllFEa1ERZQUePJiiSI8e1S4pzHGUpGvDBtIry8wkCYT33weePNFsl+Bg4IsvtP/+uHGkrWZtsxkj5/GUKZTkLCGByvXNN1RmXf4YS/ezlx5dQpGyCKHlQlEtQPeyQ4EJKumC/nV1Z2kd02IMynuVx530O9gXu0/vb4u2eHt6o3cELZPdc2eP3u84LH5+JF/g6QneQaOg/svYq48zCUVxKnsHG0sagj3HaI6Go9RFmzbmfT/YNxgrBq5Q/T9jr5Q1TEyWCdDEYlwcje/Hj5fev5V6CwDg6elp97qwN45yTujD15cmrr29gdOnKXpWHBs3bEgrm3RioFM2OBjw9OTg4eGF9HTr1oXj1rSJjBs3DkfVQw5sxO+//47p06fj448/xsWLF9GiRQv069cPKTrWs508eRIjRozAK6+8gkuXLmHw4MEYPHgwrl+/bvRvC4KA1NRU48KqHdQpa5ItRtK4Mb3evEmzKtq4RIFCaNvW9N+xhS3aYIzhsyOf4Z/of8BzPGZ3mY35feYjxC/EpOO1rtJate3L+xptTzmvchjeZDi2vbQNH3f/GJXLV9b4XN+gyVrYom1Ciqs7I8PyxxYEqT+pUME+55m1EAQBGRkZcLtjHRN79bGAE/az6jiYU1aXPbnyXCRkJgAoOxrx0qNLiE6Lho+HDwY3HGytopZCdMrGpMWonLLKIqXd7oHt2gErV9Jfx47kxDx5khytAweS4/batdJzTDVrAqtXU+Ivngf27gWGDWP47bdMKJWSLa1aAZVKLFB59lkagFgz30h+PvDvv+T8nTyZHLOenvT/X3+V0GrTgqX72VP3TwEAOlTroFcD9njCcaTkpqCCTwV0ram7kAHeARjTfAwAYPWV1XqTeKjbIjpljyUcc04JA29vMABFbvkCrfxX+ziTcNCxpCHYa4zmiNizLkS/PiBFJZpDZFgkvD1oFfDJ+1JGTfUuQxyXjRypqbzxKOdRcZkU//nzwlmuj4gI0uoHNKULZpYl+S6JC+uF44CQEAaFogiPH7vlC4wiMzMTvXv3Rr169TBv3jw8tGb6czUWL16MiRMnYvz48WjcuDGWL18OPz8/rFq1Suv+3333Hfr37493330XjRo1wmeffYbWrVvjBzGe3kiKjI2pllK3m/R71sRoW4ykTh2aXcnJ0a5jw5jklG3duvTnxmBtW7Sx7uo6/BvzL3iOx4I+CzCs8TCzMkW2CZOmLs1ZIurBe2Bg/YFoG6bp6R63bRw2Xtto88GNtdtGlJBMS7P8sZ88kSYUAgPtc55ZE4U4UHTSJXGujL36WMAJ+1l1HMwpC2i3JzaDdH1Cy4Wigo/+5GS/XfsNAPBMvWdsqrvWsGJDAMCNxzdUTlneAR5nW7cGvv+eHJZjx9K9+fFjYONGisYZOJC0Z48elcYDXl4UVbtmDUXNZmUBX33li9df5xAVJR1bXXcWAJ56yjoOWbmcHMqffw7060dJzW7epHIOH04JWd580/B0BJbsm04/PA2AnLL62HJzCwBgUP1BZUZvv9DkBfh6+iImLQZnHp7Ru69oS6sqreDr6Yv0/HTEpMUYWnzHoTjyiTFm/fWYTsh/uY8zmqQk2/yOlXC1Z2dzsFddqAcsGpB3ySDWD1mv2o56LHWkzz0n7cPzpAevTlo+Ddj0TdD9l3CW60O9XQFK+qUeGW0ujx/TOWHtOUz7P8VamG3btuHhw4eYPHkyfv/9d9SqVQtPP/00tmzZYrWTSy6X48KFC+jdu7fqPZ7n0bt3b5w6dUrrd06dOqWxPwD069dP5/4AUFhYiKysLI0/karF2crFGQ1BEHRus0ePgLNnwQCw4tlNQRBUNyGlUql3mzFWahuA3m3x93Vti2UUly6L6LNDw6biMuraVrcDUKJxY9q+fLm0TQ8fMjx+zODhATRpYrpNAFC5cmXwPG+wHabaJG7HZ8Rj2bllAIBZnWehS/UuZrdTx2odVfZkKjKNbhv17Q3XNmBH9A5w4PBe5/fQoVoHyJVyLD61GDP2zEBmfqZNzj2O48xqG0PaKSiIttPS9LeZKTYlJNDvV67M8MUXHF5/vSoOHeLMssPcc89S7cRxHEKKl1cyb2+T7XBjHezRxwK262d1wfM8qlatavhSrkePJB0cwOGSauqy50466fqI0ai6SMtLw5F7RwAALzZ9Ue++lqZZaDMAwPWU6yrNOP9y/g6zzK56dXK07twJLFxIySb8/IDkZNKenT4d6NkTePVV0mM9fBioWJEyCb/xBofy5b1w+TKHsWNJL/a330r/RsnEX6YiCEB0NJXr3XfJ2fvWW8C2beQ4Dg8HJk0CduygZBqiLI8hnD7NIzGxKgoKzG+XlNwUxKbHguM4tA9vr3O/xOxEnHpA1/fQRkPLPG6AdwCGNCQt5LVX1urcT/168ZR5qiaXT9w/YYwZjoFMJskXOGBghr1x5T5O1zjS1GdEVlREq5oePnSYcaSh24DmGM2ez72WssnUZ3me5xEaGqoK4LGlTTk5Ynsw+PhYxqZagbVUbSw+pyiVSkyfzgDyfkAQGPz9Ncuu0qj39JTOcQdqJ13b1mgnwPY+DFNtSk6Gql0BoHVr3e0keoIEpdJgm5RKDp6enjh3jjPZJkNwjCdYC1OpUiVMnz4dV65cwZkzZ1C3bl2MGTMGYWFhmDZtGmJiLDuznZqaCqVSqeFMBOhkfqQj9fqjR4+M2h8AvvzyS1SoUEH1V716dQBAcnIyUlJSkJKSgtTUVNV76cXCGklJSXhSPBX18OFDVScsl8uRV5xQ5+7du8gtzqIZHx+PguLpgNjYWMiLhdxjYmJUIf0xMTEQBAEKhUJVn3K5HLHF2bMKCgoQHx8PAMjNzcXd4pDU7Oxs3L9/HwDNRosz0E+ePEFSUhIEQUBsbKyqHlJTUw2yKTOTnIX3799HdnZ2mTY1aULRNYcOpZey6fx5JQoKCtC4McBxptuUnp6OW7duQRAog2Ey3TWsZpNcLsfKCyuRk5eDjuEdMbj+YIu0k1AgqM6BlKwUJBaLpBpr068nf8WiE4sAAGPqjUG/6v3w/dPfY3y98ZBBhmMJx/Diby8iJiVGwybA8udeRkYGoqKiIAiC6twzxSZ97eTnR21z7162xa+nCxeojJUrFyEuLhsJCUVIT88pdT1Z2iZb3COysrJw9/ZtMABynjfZJjfWw9Z9LGC7flbXoFWhUCAlJUVjWZveB9LDh4G33pIeEznO7g/Z6mVUKBR49OiR6j3xfTHyr25wXb0P2bvu7ILABDQNbYragbVtalNEUAR8PXyRV5SHW6m3wBhDkbzI4Lax1cBBJlOiRw/gs88Ydu9WYuFCYOhQhvBwBqUSuHyZ4ddfGWbOBJ5+muHZZxkuXmRo3Tq3+HjA9u0MixaJwwiGgADaTkhgSE833CaFQkByMsPly8CWLUp8/TXD668D3bszjBzJMH8+cOgQQ34+Q6VKDIMHC1ixgmHrVobx45UIDja+nT79lGHChCLExwsGt4eubXEZasOQhqqobG3ttOXmFjDG0L5ae1SvUN2gdhreaDh4jsfZh2cRlRKl1Sbx+lcWD+Q6V+8MQJJUcPRBq4ZNPE/yBUVFEDjOJOeCq+OqfZyucaQoj2DsM6JcLoegVAJKpcOMIwHDnhETExMRHx8PQRDs/txrKZtMfZYXBAFXr15V2WdLmx49IjsUCgXS0y07PikoLEB+Yb7KJkChKrP4m+o2KeVK1XZcXJzDtRNgu3PPHj4MU2yKjY3HzJnULxUW0jG2b1cgNlZ7O4kTa3l5eUbYxJCfX4CAgByTbIrVl1leHebCJCYmsq+++oo1aNCAlStXjo0dO5Y99dRTzMPDgy1evNhiv/Pw4UMGgJ08eVLj/XfffZe1a9dO63c8PT3Zxo0bNd5bunQpCw0N1fk7BQUFLDMzU/V3//59BoClpaWx5ORkVlRUxJRKJWOMMaVSqXNbePyYschIJkRGMmHfPul9QWCMMaZQKPRuC4JQapsxpndb/H1d22IZlUole/ToESsqKirTDg2bisuoa7ukHSdPCiwykrH+/QWmVGra9NVXAouMFNjixebZVFRUxJKSkjRss6ZNqbmprM3KNixyRSSLTo22aDv9evFXFrkikjVf2pzJ5XKj7FAqlWz7re2szQoq26KTizTKrlQq2fXk6+zp9U+zyBWRrM/aPuxO2h2rnnsKhcKstjGknU6fpnNs2DD915YpNi1dqmSRkYx9/rnAxo9XshYt5GzvXoVZdphz7lmynRQKBUtbv57uT5Mnm2RHZmYmA8AyMzOZG+thqz6WMdv1sx9//LEUSqH2d+vWLZacnMySkpJYcnIyY4zsf/z4MWOMsQcPHrC0tDTGGGMJCQksZ80axiIjWUGzZkzRsiVjy5ax2NhYlp2dzRhjLCYmhuXl5THGGLt9+zYrKChgjDEWFRXF5HI5UygULCoqiikUCiaXy1lUVBRjjJ4Dbt++zRhjLC8vj8XExDDGGMvOzmaxsbGMMcYyMzPZ3bt3GWOMZWRksISEBMYYY2lpaezBgweMMcaSk5NZVFQUUyqVLDk5WWXTq1teZS2WtmB/3vyzlE0ZGRmMMcbu3r3Lnv/teRa5IpItPbjULjaN+m0Ui1wRyd755x02dN1QNuvfWSw5OZklJiaq7DOkndRtEu8XtminBw8Y27Ahl02fnsFefJGx1q2LWLNmhSwyUmBNm+YXbzPWooWcNW8ubbdoIWeRkYw1b17IWrSQs+++Y+zTTzPYvHk57NtvGfvf/9LZBx/ksdmzGXv55Uw2alQhe/ppxpo3z2etWilYZCRjTZvms1atqA9p0iSfdemiZG++ydjnnyeyq1flrKjI/HYqLGSsVasi1rhxHktJUWqce48fPza6nV7f9jqLXBHJvt77tc52SnmSwrr92o01WdKE7YveZ1Q7zd43m7X6sRWbuW2mVpvi4uJYcnIyS0tLYwkJCSwuPY61WNaCtVnWhhUpi0yyyV7nHrtxgxW1bMlyGzdmyhs3dN4jdNl0+/bt/0z/6mp9nK5xpHguGvuMKBSPJdmmTQ4zjjR0u6ioiD169Ej1nj2fey1lk6nP8kqlkiUlJanKZkubMjKoL4qMFFhysmVsepzzmEWuiGSRKyLZ6funVe8fPUrje/HvxAnNsq+9tJaeK7a/oxrrOlI76dq2RjvZ2odhqk3r1knnT2SkwHr1ou01a7S3k0A7M+XSpQbZkZurZJGRAmveXM7OnlWYZFN6erpBfabzKXOXQVFREbZv345ff/0Ve/fuRfPmzfHOO+9g5MiRCCjWdPvrr78wYcIETJs2zSK/WbFiRchkMpXHXSQ5ORlVqlTR+p0qVaoYtT8AeHt7w9vbu9T7Hh4eCBYFLItRX8ZXart4uRIHqPSk1PeRyWQmbXMcp3NbXBKha1v999VnffXaYcR2yfK2bk0aaY8fc7h7l4SixX3ECfAGDcyzycPDQ2t7WsumE/dPgDGGxpUao15IPa37aLPDEJteaPICfr70MwDgRtoNtKzS0uDybrq+CYtOLQIDw/AmwzGtwzQNjVue59EktAnWDVmHN3e9iei0aLy24zUsf2a5XjvMsUkmk1m1bXieh58fbRcW8irtP0tdT/fv0wGrV+dw+zYHDw8ePj5SFm5L2qFt25r3CJlMhmBfX/qijw+44t81toxurIM9+ljAdv3snDlzMH36dNX/WVlZqF69OipXrozAwMBSS7tERAkhAAgPDwdXgfRYvURdZMZQq1Yt1Xleu3Zt1flap04d1Xa9evVKbfM8j3rFaWS9vLxQp04dAICPjw9q16Yo1XLlyqFWrVoAAH9/f5Qvzl5RoUIFVbsEBgYiMDAQANVnxYoVwfM8KlasqCp7Nsumvqt8ldI2FZc93y8fd7PuwlPmiZEdRqKcTzmb29ShdgfcunILgeUDsWjAItUSOxF1m/S2EyfeS6urtm3RTjwPjBjhi5de8gHPA7m5Mty6xePePQ7x8V64e5fDqVP0HCGivu1Z/By3di0AqGv/Bqpt+6vt7w2ZDAgNBWrV8kLduhzq1AHq1PFE/focZDJAqQy1WDsdOgTwvAw1ashQsSIHxqRzT/151ZB2qlCpAq48vgIAGNp6KPz9/bW20/pr65Erz0Wjyo3Qs05Po9ppSLkh2Be3D2fSzyC/KF+rTTzPgzFGdnBAkG8QsuXZuJN+B/WD6xtlkz3PPURHQyaTwdfXF5yHh857hK52Cg0NhSvjyn2crnGkeD4Z+5ylepIvKHCocaQh2x4eHqWijPXt7ww2mfosz3GcxjljS5sqqLovDsnJHEJDzbdp5j4py1Pb8Laq948dgwZvvQWcPy+VPdA3EACgkClUfawjtZOx287kwzDFpmvXOHz7rXgX4vDzz0BCAjB3Lod16zi89BLg5aWnnQy474k+IU9PT9Ssab5N+nC5EWzVqlUxceJE1KxZE2fPnsX58+cxadIkVUcKAD179lQ9dFgCLy8vREZG4sCBA6r3BEHAgQMH0LFjR63f6dixo8b+ALBv3z6d++tDEATV0n+DUM+SWSxf4CgYbYuJeCgevD0AAQAASURBVHsDbYrzV6lLLwnF+moAOWXNwVa2iMRl0FKLllVaWvzY5bzKoW9EXxQVFeHPm38a9B2BCfjm1DdYeHIhLRFsMhzvdnpXZ9KxEL8QLB+4HI0rNUZmQSbe3v02UnK1Z5w1F1u0jehXzM+3/LHFBDANGgByOUNRkRyenq6xpFAQBGQkJdGSb7ES3TgM9uhjAdv1s97e3ggICND4ExGXp6kPYHVtc2qTnxwAFOu2qU8+6NsWHzzVtwH9D9ni7+vaVi8jQIN3QRA03hfvuVXKVyltU3EZRY22ztU7I9A30C42tazaEgBw6dElo9tGm026tm1lU7lyHCIjeQweLGDkyGS0aSNKFtAZFBoKDBumOpugdmahRg0OL73EYfRoYOxYDpMnc5g5E/jkEw4LF3JYswbYtYvDqVMc/vkH+P57Hm+/zWHgQKBRIxlkMsvaVFDAY+lSKmW3bllgTDC4PbRtn3xwEkVCEWoF1kLdkLpa20kJJX67TuK741qOg4yXGWVTm7A2CA8IR15RHvbH7S9lk3iOseLrmOd4NA1tCgC4mnzVJPvsee4BxfIFxb9nbNldGVfv46yCtTPgWAFbj9EcGXvWhfqQ8PJl84+XnJOM6ynXAVDCUp6T7lfi8Vu0kPY/dEjaDvELAQA8SH/wnz8vHP36ePwYmDBB+n/8eEruNWAATT5nZAC7d+s5gIF66nv2AACNs0NCrFsXLtezfvPNN0hMTMTSpUvRUkfqtcDAQJWuhqWYPn06fvrpJ6xZswZRUVGYPHkycnNzMX78eADA2LFjMWfOHNX+b7/9Nnbv3o1Fixbh1q1b+OSTT3D+/HlMnTrVpN/3NEasX31fB3PKAkbaYgYdihP4nlDL0/DwISW38PKCakbEHGxlCwBkFpB+S7BvcBl7msbQRkPBcRz2xu5FUrb+jKtZhVmYsWcGNlzbAACY2m6qXoesSIB3AJYOWIqIoAik5Kbgnd3voFBhnXPU2m1jLadsdjbw4AFtN2wI5OTQYMuV/Jeexfo8alPobhwEe/WxgBP3swDN+DkYJe2RK+XIKswCAFTyq6Tze6JTtketHlYrW1m0rtoaMl6GB1kPkJidaNO+1trcvOmDpUs1+8pXXgFmzwbOnSu9f0ICsHcvbT/zDO370kvAwIFAjx5AkyZApUrSSgprkpcHzJxJZapYERgxQmH2MQ/GHwQA9KrdS+c+O6J3IDUvFaHlQtGvTj+jf4PneAxuMBgAsP32dq37lDzHmlWmhHPq2b2dgmKdO47jNIM03AD4b/dxJuOETlnAtmM0R8cR6sKEHKwaCEzAMxufUf2/adgm1XZ2NlAsE4sFC6TvvPsuUCzXjYp+tCIgrSBNpeH9X8YRzgltFBYCb7wh/d+kCSUkBahLe+kl2v7tN6ltS2Hg+HLzZnqlyU/TymsoLueUHTNmDHx8fGz+uy+++CIWLlyIjz76CC1btsTly5exe/du1dKIhIQEVSQHAHTq1AkbN27EypUr0aJFC2zZsgXbtm1D06ZNjf5tnudVyxANQv0hzME6UqNtMYMuXej1wgWgWI8aohZzRIT5z6q2tAUAfD3JK5ddmG2V4zet3BSdanaCkimx7uo6nfvdfHwTo7aOwrGEY/CSeeHzXp/j5ZYvl+mQFfH39se3/b9FsG8wotOi8d2Z7yxlggpbtI3oJC0osKw/5tYteg0Loz4lI4ODh4cnKlZ0jds5z/Mor1BQDJiFI1HcmI+9+ljAiftZQCUV5ChosydXnqvaLudVTuv3krKTEJ0WDZ7j0aVGF6uXUxd+nn5oUqkJAOBC0gWb9rXWJCeHx8KFQRAEDp06SVFE4vMKxwGDBpX+Xno6sH498OKL9LdiBa36seW48uZNYNw44OxZ6v8WLeJQq1aIWe2SK8/Fifs0c67LKStXyvHLpV8AAGOaj4GnzLSB5DP1aTB/OflyqVU62q6XiKAIAMDdzLsm/Z7dkMvBAfD08ACvFv3phviv9nFmkZtb9j4Ohq3HaI6Mo9TF2bOmf5cxhi6rpGeSN9u9qUoKCQC3b9NrWBgQHAx884303c8/p9eaFWqC53jkCXl4UvjE9MK4AI5yTpREqSRHuuhgB6gt1RUCBg+m4LqYGEmSshQGOGUlFxmHLl08rV4XjlXTTs7UqVNx7949FBYW4syZM2jfvr3qs8OHD2P16tUa+7/wwgu4ffs2CgsLcf36dQwYMMCk3xWKM0caHGKuflKJ3kgHwWhbzKBGDaB+fbrADx+m98QIxBo1zD++LW0BgDpBpCF2LeWaVY4vCAIGhg8EAGy7ta3UoKVIWYTl55dj/N/jkZSdhGoB1bB68Gr0r9vf6N8K8w/Dpz0+BQBsvrEZZx6cMd8ANWzRNurP9Jb0x1wrbt5GjSgKt7CQllVUqOB4kXimIAgCsu/fJ/kCt1PWTQmcpp8tGbpenJXWUdBmT24RDaz9PP00lvypcyyBRNlaVmmJQJ9Aq5dTH+3Dqe1PPzht077WWjAGfPEFQ2KiHDVqMPTqRe/Vrw+oSx9Wq0avffrQMj0A6NSJomJlMppc/uknYORI4LnngHnzKJK2OKGwxct88yYwZw4wdiwQH08D3uXLgUaNzO9nD8QfQKGiEDUDa6JBiHZNqT9v/onknGSElgvF842fN/m3QsuFonnl5mCMqaJzRbRdL7UCawEA4jPinSuqKisLDIC8qAiCnZyPbnRjrz7OLNLSbP+bZmLrMZojY++6aN7cvO8zxvD85uchV9IqgIigCIxrOU5jn8REehVXwXbtKn3299/AvQQBTwqeQGACioqK8PXxr7E1aisO3z2MuIw457rHWwB7nxPaYAz48kvg5EnpvfXr6ZlDnYAAaSKb5Ae0YIBTVlyBBDD07fvY6nXhdsq6CL6mrl0uIRDvCJhsiwn07k2v+/bRq+iUFQc95mJLWzpW7wiO43Ax6SLuPblnld9oX709WlZpCblSjh/O/qB6/2ryVYz+azR+vvgzlIISvSN6Y/3Q9agfUl/P0fTTsXpHDG8yHACw6NQiKAWl2eVXx5ZtY0nOn6fXyEhpkO3t7WLyBaLmg1u+wI0DYdQ9o2QEmoM5ZYHS9uQV5QEgp6wuzifSDahDtQ7WK5iBiAk8ziWeg7dP6eQ1zsbu3cCBA4CHB4+5cxlu3qT327bV3E/MuZSbC7z8Mm3HxtJgZd8+4NNPyUHr7U0D0a1bgfffB/r2BYYNA/73P2DDBlollJZmfDRtdjZFNP3wA0Xljh0rPUM9/TTwxx+0nBAwv5/dEb0DADCw3kCtq23yivKw6vIqAMDE1hPhJfMy6/f6RPQBAOyL3Vfqs5K21KhQAzzHI0eeg7R8J3JKFd+LeI6jk8SNG3NJ0i9p5qg46zjAGtizLkaPlrbz8oz7LmMMg38fjITMBNV7vw/7vdR+olNWzLdYpCzCgo3n8LjGSiQ0nYqmC3qppA84nsPBuwcx79g8zNw7E8P/GI7+G/pj5YWVyC+yQqIQB8WRrg/GgG+/BbZtk95bsoRk/LTRr1jFSENyW92pakDQz9y50nb79oYl6zIHt5iQC8DzvOmC8w7mlOV5XiPjq7Xp3RtYtowGGE+eWNYpa2tbwvzD0LVGVxy9dxRfn/gaPwz4QWe0kynwPI+QkBDM6DgDY7eNxc6YnehSowsOxR/CvjgawAT5BuG9zu+hd0Rvi/zmpDaTsPvObsRlxOHfmH8xqIGWdZsmYIu2UR/oWkqHRi6XhOrbtBGfgzmEh3tqLN1wZnieh4+4ZsQdKevGQTC6ny3OEK/CwZyy2u6BYpSJLscWYwwXky4CANqEtbFuAQ2gWWgz+Hr64knBEzwWHqMiX7HsLzkojx8DX38NABwmT/ZA06bSgKB1a819RadsWhot01u1ih7l/vkHGDqUdGWfeYaW3p09SxN558+TnMHdu/S3a5d0PG9vIDyconH9/emvXDnqwwSB+p2MDJoEvH+fyqqOlxfQqxdJF9SrJ71vbj+bmJ2Ii0kXwXEcBtTTHv238dpGZORnoHqF6ni2wbMm/5bIUxFPYdGpRbiSfAXp+ekqjX5ttnjJvFC5fGUkZSchMTtRpUfo8GRkgANl13aZBwc39uXRI3uXwGhsPUZzZOxdFz16SNurVgGGSiIzxvDcpueQmJ2oeu/Mq2e0TuClpgIKzww8CjiJ2fuP4dSDU8iV50LWDsgtdoXcjZehVm0lPGTkHutaoyvS8tMQmxGLtLw0rLywEgfiD2DFwBV2Xylkbex9TqjDGLBwIfC7mq/9f/+jFUK66NiRFoY/eEC3pypVoJnkpYygH3Upjb59OVSubP26cEfKugCCIOD+/fumhVU7mFPWLFtMoEYNWgYuCMDOnZToC6ABirnY2hYAeKfDO/CSeeHsw7OYf2I+BGa53xbtaRDSAC0qU+rK9w+8j31x+8BxHAY1GIQ/XvjDYg5ZgBJ/vdzyZQDApuubLLZ8xB5tYwmuXaMBckgIULs2DZABhsDAbKezRReCIKDg4UOSLwgKsndx3LgBYMI9o2SkbEaG5QtlBtrsESfxdPUb8U/i8aTgCbw9vNGoYiOblFMfnjJPdKxGWca3Xd7m1PfAxYspaWOjRgy9e99HWpqg0kwrmWtIHCelpZFDdFzxKs3VqzUDQXx8gG7dgOnTgY0bgf37KdJk8mSgZ0/S1uN5SpoRF0dJVvbuBf78E1i7Fli3jiJq//iDvnvxouSQrVKFHL9z59J3Pv9c0yELmN/P7ozZCQBoG9YWlctXLvV5Sm4KVl9eDQCY3GYyPHjz40xCy4WiQUWSSTj94LTqfV22iI7Y1LxUs3/bZqSlkXyBXO7U14wbByIry94lMBpnHQdYA3vXhbqqYgl1Dr0M3zK8lENWxmtONCVmJ2LD1Q34s+gVxHToi3+yP8b+uP3IleciyDcII9v1R+2H76H2xQ2oue8kJvkeAIoXZo5tMRZrh6zFoXGHMO+peajoVxGx6bFYfGqxGdY6B/Y+J6Ry0IS1ukN29mySZtKHnx/QuDFtiytMNSaP9IwvGaOEpSITJtimLtyRsi4Ax3Hw9/c3OJGSBg7mlDXLFhN57jkgKopC4sUBh6jTZg72sKVGhRqY23MuZu+fjS03tyAlNwUfdP0AIX4hZh+bgeFm9k0s2b8Elx9d1vhsw9ANZkkV6GNww8FYcWEFotOiEZUahcaVGpt9TFu0jTXkh0QdnbZtKfqWnLJA7doeNj3PrAknl8MjJ4cieKpUsXdx3LgBYMI9o3x5zf8dzCmrzZ6ynLLifb95aHOTkylZmm41u+Fg/EFcSL3gtPfAkydp+T/PAx9+CAQG+uPKFbIlIqJ0QIfolE1Pp35myBDSkE1MBI4e1Yw6UicwkHTWuqjlZysqonFKYiI9/2Rn019eHpWH4wBPTxq/BAXRLTkiovTprQ1z+lmBCdh+ezsA4Jl6z2jdZ8mZJShQFKB55eYq2QFL0LFaR9xOvY3TD06rInR12VLR1wmdssVLwniZzGmvGTduzMUeYzRHxRHq4sUXJcebXE4TjvrYfns74jPiVf+fnXgWPMeDMYY76Xdw+O5hHLp7CNFp0QAA0R0X5lMfY1p3Q9caXdGoUiPwHI+5PYB27ejz5d8FoPmb/XG1cDeWnVuGFc+ugJfMC33r9EUlv0qY+M9EHIw/iLk958KVcYRzorAQ+OADKe8PAMyaRTJMhtCyJXD9OuneDxwI4J6atKOeE2znTklGo0ULoE4dDpmZ1q8Lt1PWBeA4DhVM1V50sBlCjuNMl2Iwkf79KXpEPZOfJSL27WELAPSO6I0ven2BT458gqP3juJi0kWMaDoCLzR5QbUUz1CKlEW4/Ogyjiccx764faWSewGAjJdBISgsVfxSBHgHoEv1LjgQfwDHE45bzClr7bZRqkngWmKFIGPAoUO03a0bvZJTlkO9er4Wk0iwN1xKCjxkMkqUVHIJuBs3dsLoflYmo/M3O5v+l9K4OgTa7oGiU1bX/fx2KqUvbhLaxKplM4YuNbqA53jczb6L5NxkVCnvXBM5crkoWwC89BLQoAEHIBDRNI5EIy0ByaLMmyAACgVFxA4ZAqxZQ4NaXU5ZbXh6AtWr05+lMaefPZ5wHInZiQjwDtC6+ubyo8vYfWc3OI7DrM6zLDpY6lCtA1ZfXo3TD05DYAJ4jtdpi1NGyt69S/IFMpnltJXc/DepWtVp9WTtNUZzRByhLt58U3LKfv65pp5nSQQm4Lsz36n+X/nsSmyN2oorj67gzMMzSM+XslryHI/WVVujWkJPxJ/pgantKmNECfUlnidHHOXI43BhxZvwHH0Ilx5dwg9nf8DUdlPBczyKBMra/F9w5Nv7nMjMBN54A7h1S3pvzhzgeSNyedah/OeIF333CQk69xVJTwc+/lj6/733bFcXbvkCF0AQBNy7d8+4sGoH0QkpiUm2mEn58pTFWMTLi8LezcUetoj0q9sPawavQaNKjZAjz8FPF39C//X98do/r2HlhZU4cvcIYtJikJaXhuzCbDwpeILE7ERceXQFe+7swfdnvseUf6fgqbVPYfK/k7Hh2gak5KbAi3lheOPh2DRsE85NPIenaj8FpaDErH2z8KTgidXs6VSdhGMuJF6wyPFs0TbiLJuXl2WcsvHx1J94ekqRTrdvAwBDuXJJdl9iYimExEQUyuVgoaHuAaMbh8Gke4YlllxYCW32lPMsB0BK+FWS6HTyFFprVYQpBPoEonnl5pDL5Tgcf9jexTGaTZtINqlSJWDSJKldoqNpqUV9LVWtnptJ9PUPG0YDy3PnKOmXI2BOP/vHjT8AAIMaDIK3h2YyKoEJWHByAQBgcIPBaFhRR6YPE2lRuQV8PHyQnp+Ou0/u0m/qsMXfmyYOdV0zDkliIhiAQrd8gRtz0XaDchLsOUZzNByhLnx8pO2dO/XvqxSUyJXnqv5/7Z/X8NXxr7Drzi6k56fD28MbXWt0xUfdP8LeMXuxfOBydCj/IjzllXUqbYSGkp4twMByAvHk31koKgLWXlmL0VtHY87+OZixdwYAWHRlhqNiz3MiPp5WMas7ZOfPN84hC5DMH0A6+gDKdMoKAkXmigwZQrc4W9WFO1LWBeA4DkFBQcbN3DRoQAJiDoZJtliAoUMpSQZAF6Ulft5etojUD6mPNYPX4FD8Iay7ug7XU67jYtJFVaIWQwn2DUan6p3QtUZXtAhqgZDAEJVNH3b7ENHp0bifeR/vH3gf3z/9fSk9H0tQL4TE6u5l3itjT8OwRduITllLOPgB4OBBem3fno6ZmSllE42MLOcyM7eqSNnKpTUE3bixFybdMypX1vSQ5eVZ7oZgJtrsCfAmHdwCRQHkSrlGwi+BCYhJiwHgWE5ZgCQMLjy8gMP3DuOlZi/ZuzgGk5UF/PorbU+ZQqcGY9QuMVTVpXRaAZqY43l6VikspIDsqlWB7t1pNcXWrcC779rODl2Y2s8mZCbg1INT4DgOwxqXXqe46fom3E69jfJe5TGl7RRLFVeFp8wTjSs1xsWki7iech0RQRE6bfGWkcO4QOFYkfCG4OGWL3BjLo0aAUeO2LsUJmHvMZoj4Sh18fPPwKuv0vYffwAvvKB9P0+ZJz7q/hF+vvgz0vLT4O/lj4igCDSs2BDtw9ujWeVmpRKWijL/mZm6f795c+DLL4FZszwQmDwIT3YCQQMXIDotWiWD0KpKK0zrMM1cUx0ee50Thw6Vfn5ZubJ0wlNDqFSJXkWpJ64Mp+zq1TSxLfLmm/Rqq7pwO2VdAI7jEFAyqUhZOLBT1mhbLECzZtK2wkIr8e1lizo8x+OpiKfwVMRTSMxOxPGE47j5+Cai06KRkpuCzMJMVfIsT5knQsuFonK5yqgVWAuNKzVG40qNUTe4rmpZa0n8vf2xoM8CvLztZZx9eBafHf0MH3X/SOf+piIuEcwosIwuoy3axpJOWcaAPXtou1cvehVnEKtV4xAebt/zzJJwKSmQyWTkZXDjxkEw6Z5RMlI2NZWySzoA2uwp51UOPMdDYAKyCrM0ssknZSehQFEAL5kXalRwDBtEekf0xpIzS3Ah6QJS81I1yu3IrF5N6hZ16lDSLIDaxds7QJT9RN26pb8n6rwWFtKfyHPP0YBm715g2jTAw85P+Kb2s1tubgFA2q7VAqppfPYw6yGWnlsKgBKbBvlaJxlks9BmuJh0EdeSr2FQg0E6bfHxoPCuQkVhqc8cGQ6ALCLCvRrFjXk0VItSZ8ypzidHGKM5Co5SF+pJLb/+WrdTFgAG1Bug0vw2BDHOQ0zorYs+fTh8+qkMc+cCgcnPoWhNd7w+7xjKhzxBvZB6aBfezuJjXEfE1ueEIADLl4vRykRAAE1c16xp2jFFxTGlksbk5e7pDuw6cgRYtkz6//vvJUe+rerC9c+q/wCCICAuLs64sOoGDaRtudzyhTIRk2yxEM+o5ZLIs8BKNHvaoo0w/zAMbzIcn/T4BBuf34j9Y/fjzKtncOqVUzg78SxOvXIKf7/0N1Y+uxLvd30fgxsORv2Q+lLyFx321A2ui3lPzQPP8dgRvQPfnv5W5ei1NJY6ri3axpJO2evXaTmHtzfw1FP03o0b9NqwIXOo88xcWEICCgsLIbidsm4cCJPuGSWdsmlpli2UGWizh+d4BPoEAoCGJhsAPMymkUyYf5jDDUiqlKuC2n61wRjDvth99i6OQaSnk3QBQNEYYvZpQRBw5kwCAAY/P90JgsVmU5fG6dCB9s/IAM6csVrRDcaUayZHnoO/b/8NABjeZLjGZ4wxfH70cxQqCtEmrA2ea1BG+mUzaFaZZuqvpVwDoNsWMeFdodK5nLIMwJPgYJd5bnBjJ9RFrx2ofzMERxuj2RNHqgt1x5j6trlERNCrev4YbQiCgKZN4zB3LtWFhyIQv8x6FuFpY9ChWgeHe/6xFrY8J1JSgAkTNB2yHTsC27eb7pAFtEg96Ui4e+UKMGOG9P/IkfT7Iraqi//GmeXicByH0NBQ48KqxbsTQKMDB8EkWyyE+gX499/mH8+ethgKz/HwlHka1Mnos6dbzW74qPtHAICN1zbiq+Nf6czgbQqPcihvZqVylSxyPFu0jbhExhK5qrZTEmo89RRQjmQfcf48vbZqBYc/z4wiIQEenp7gatWyd0ncuFFh0j2jSomkU6mOkwxIlz1V/Wky5GGWZjhJYjZppYT5h9mmgEbAcRwGNhwIANgdu9vOpTGMTZtoPrxJE6BzZ+l9juMgl1Okb1iY7sAzcUWPejSshwfQty9tl6XJZwtMuWa2Rm1FrjwXtQJrqbTkRbbf3o5ziefg7eGND7t9aNU+r0klSmYXlxEHuVKu0xalQBk9PXjnW3jo07at6zw3uLEP6vlJoqLsVw4TcIYxmq1wpLpo107aXrXKMkFSgJT0KSlJyr+qDbEunn6aw+LF0vuzZgFLllimLM6Arc6Jgwcpwdr169J7r7wCfPcd5fwxB/U4Lo2VQ9WkFTjXr9PvibRtC7z9tuZxbFUXbqesC8BxHMqXL2/cyaIehaZSQLY/JtliIYqKpO01a8xPlm1PW6xBWfYMrD8Q73d9HxzH4c+oPzFn/xyLJb+4lHQJAFA3SMtaThOwRduI/peKZq6kzc+XpAueKw4MksuBy5dpu107FzrPGAN37x5kPO92yrpxKEy6Z5SUKnj0yLKFMgNd9oT7hwMAHmQ90Hjf0Z2yzzZ5FjzH40bKjVJldzTy8kgvDwBeflnT8cpxHJ488QPAIUxHVQuCNNgoKVHQrx+9Hj9uOSkmUzH2mpEr5dh4bSMAYGyLsRqTxQ+zHmLRqUUAgCltppSSNbA0Ff0qorxXeQhMQEJmgk5bxGzcnrynVctjMYpXxnEAfDp0cI3nBjf2Q/38ESMFnARXG6OZg6PVhZjjBZAk28wlIACoXp22L13SvZ96XXTrBmzcKH22di05EB1ogbHVsPY5kZsLzJ1Lzm51li0DJk+WVg+Zg3o7eap30c2bAwAuXqRnMJGwMGDBgtLJuW11fbidsi6AUqnEnTt3oFQqDf+S+ppqdVVjO2OSLRZC/eJNTZUGTaZiT1usgSH2DG00FF/0+gIevAcOxB/Ay9texr0n5iXnUgpK1XLGbjW7mXUs1TFt0DbiSi5znbL//kuD+GrVKCoWoJk9uRwICQGqV3eh8ywjAyw7GwVyOZS6PBJu3NgBk+4ZJZ2yDxzHWajLHtHZVdKxmZpHs0yh5UpIMjgASqUS6Q/T0TasLQBgV8wuO5dIP3//TZE6NWtSci51lEolbtxIAcB05jpU15H10sxlgqZNScIgN1eauLMXxl4zO2N2IjUvFaHlQvF03ael4whK/O/Q/5BXlIeWVVpiRLMR1iqyCo7jUDuIUjfHZ8TrtEUhkOdblDFweO7cAUDyBbEc5xrPDW4cAwfMU6IPVxujmYOj1UXVqkC34uGeQkHJKy1B+/b0evq07n1K1kX9+sD+/dLnKSlAp06AHnlSl8Ca58Tx4/TsI64CBaht9u3TjJQ2FzE4ytsb8PVV+6BZMxw4ALz2mvRWxYrAL79oj8611fXhdsq6ADzPIzw8HLyp0wpnz1q2QGZgti1mUHICZPVqGtiYij1tsQaG2tO3Tl8sH7gcFf0qIi4jDiP+HIG1V9aqlvkZy4ZrG5CQmYAKPhXwdL2ny/6CAdiibcTOICTE9GMIgjRLO2KENHN4/Di9tm0LyGQudJ4VP+V4Vq8OXqMHdePGvph0zygpCFpWhgkbosueWoG1AACxGbEa72cWkB6LqDnrSIi2iEk//on+x6LyOZaEMeCvv2hb/Z4uwvM8ZDI6b3TllRClcTw9Sww0QMfrVLzqX+wn7IUx14zABKy9shYAMKrZKA0n588Xf8bV5Kso71Uen/X8zGaafrUDi52yT+J12iKuBhITfjk8ap76sLp1XeO5wY1jUJZYp4PhamM0c3DEuli0SNqeN4+coebSoQO9Hjsm6bKXRFtdBAbSnIO6vunzzwM//KC5RN6VsMY5kZEBvP8+8M47mu/PmkWJtXRp6JuKeM5UrgxwhbT8WWAcVkZ1xXvvSfuFhlIUdCUdCom2uj4c5+pzYzIcx8HX19f0sGoH0gEy2xYzEJcBduhAN97MTGDDBtOPZ09brIEx9rSs0hIbhm5Au/B2kCvlWHJmCUb8OQIH4w8aNVj+5/Y/+OHsDwCAqW2nws/TAlmzYJu2sYR8wfHjQEICzdw9+yy9xxhw+DBtd+/uYufZvXuqrNAuYY8bl8Gk66zkvg4UKavLnoYVKZv27bTbGvfqrMIsAECAt/0zNJdEtKV3RG/4e/sjMTsRZx86zmSzOtevk+/C2xvo37/05xzHoaDAEwCn0yn75Am9BgZq15zt0oVe7R24Zsw1sy92HxIyE+Dv7Y8hjYao3r/y6Ap+ufQLAOD9ru+rNI9tQfUAWuv6MOuhTlvEhHjBvsGlvu+QXLkCgOQLXOa5wY19EcU6nQyXenY2E0esC47TzO8yYABgbqBix46UlyMpSfdKEl114ekJ/Pmn5nL71aspOMaBlKkshiXPCUGgqNg+fYC9e6X3mzWj94cPt4xcQUmKF4aQhOzt23iiKI+ZD97Byr+lZUj165NDtmReXnVsdX24nbIugFKpRHR0tPFh1Q64PNhkWyyAujbb5Mn0unYtkJxs2vHsaYs1MNaeEL8QLB2wFB93/xgB3gGIy4jDrH2zMGzzMKy9srZUIhl1YtJiMHv/bHx65FMITMDQRkMxuOFgC1lim7ZJJAnGUrl+DIUxYN062h46VFIciY8nR62XFyWIcanzLDoaDECKv79r2OPGZTD5OouMlLYTE80fVVgIXfbUCqwFHw8f5Bfla0jPZMkd1ykr2uLBeaiWvf8V9ZedS6Udcblenz66l8klJGQAYDqTRIoJhHVFlYinXFwckJNjVnHNwtBrRikoseLCCgDA6GajVZOv6fnpmHNgDgQm4Jl6z6Bvnb5WL7M6olTH47zHOm3JyKfGCPKxcIiPtSiWK2OA6zw3uLEv6lmSnQiXenY2E0eti/BwYPp06X9RfsBUvL0pYTIA7NihfZ+y6mL4cM1l9wAwcCBF86rnpnF2LHVO3LgBDBtG+rHqvP8+JXKzpitKjDls3Bg4tzEGz8fNx9GcVqrZ7C5dgJ9/Ljt4ylbXh9sp6wLwPI+aNWsaH1btgB2pybZYANEpq1DQTbtVK0r29d13ph3PnrZYA1Ps4TgOzzZ4Fn+/9Ddebf0q/Dz9kJCZgCVnluC5Tc/h2d+exdu73sa8Y/Pw1fGvMGvfLDy36TmM+HME9sftB8/xeLX1q5jdZbZFZ6is3TYKhbRSuaSspKGcO0di9J6ewEsvSe8fPEiv7duTo9alzrPbtwEAQe3bu4Y9blwGk68zcb0cQOECps7yWRhd9vAcj/oh9QEANx7fUL1fqCAhU0dcpq1uy5CGFGV55N4RVRSjo6BUAocO0fYzz2jfh+d5+PqS47ukXqyIGJWjayARHEyDWcY0MxrbGkOvmZ0xO1USRaJerFJQYs7+OUjJTUHNwJp4r8t7eo9hDSqVo7WMqXmpOm1JL6BzLMjXSZyyWTS5Ald6bnBjX0S9FEBT8NrBcalnZzNx5LoYOVJTZ3TkSPOOJyZM3r1byv2hjiF1ERZGyo/Dh0vvbd1KbpWjR80rn6Ng7jmRng58+ikwbhwFEok89RSwaxcFG1kz8JQxSuQFUG6WyT+3RqZSmgmfMIEkMvwMWIBrq+vD8a4+N0bDcRy8vb2Nd1qpZ5hwkOkdk22xAD7FY828PLpRvPsuhdPv3Std2MZgT1usgTn2+Hv7Y1KbSdg9ejc+7PYhWldtDRkvQ1J2Ek7cP4GtUVux5eYWHIw/iIdZD+HBe+Cp2k9h3ZB1mNRmksU15KzdNomJ5H/x9jZNvoAx4McfaXvoUGlZBWPUuQDSbK/LnGeCAMTEgAPg2ayZ89vjxqUw+Tpr0kTz/7t3LVYmc9BnT+uqrQEA5x5KSUBFKQNb6Xkag7ot9ULqoXGlxlAICuyI1hEKYyeuXCHpgYAAoHVr7ftwHAeelwHgdA5Y7t+nVzGTtDaKkwvj6lVTS2s+hlwzRcoi/HTxJwDAyy1eVkXJ/nD2B1xIugA/Tz8s7LPQYtJFxlDJj5yyKbkpOm0RV/yE+TveyjN9cN27u8Zzgxv7o34zO3nSfuUwEpd5drYAjl4Xy5ZJ29HRwMSJph+reXNaNi+XA5s2lf7c0LrgeZIyUJdYACiyt00bVYyJ02LqOZGfT9GnffsC//wjvR8QAKxYAXz9tW7tVksSHy8FRyUlgaLsAHhzRViyBJgyBZDJDDuWra4Px3u6dmM0SqUSt27dMj6sum1bafvcOd372RCTbbEAgYH0KgYS1K8PDB5M2/PnU/SjMdjTFmtgCXv8PP0wuOFgrHx2JQ6NO4Qfn/kR73d9H69Hvo6JrSdiZqeZWPL0EhwcdxBf9/kaDSo2sKAFEtZuG/VBsykTaydPAteukVN3/Hjp/StX6Ni+vkCvXvSey5xnDx4AeXlgnp64lZ/v/Pa4cSlMvs4aNtT8XxS5sjP67GkXTmEpZxPPghVnsVAy2s8RnbIlbRnaaCgAYMvNLQ6V8OvIEXrt1k33YECpVCIjg+QLdCFGnehbhdGguOu0Z+4dQ66Z7be3IzE7ESF+IXihyQsAgP1x+7HuKmn3fNz9Y9QOqm2T8pZEjH7NkeegSFFUypaswiw8KXgCAKgWUM0eRTQOUfcCgLJzZ9d4bnBjf9S133btsl85jMRlnp0tgDPUhXpO8kuXgNdeM+04HEfRmwDw++8U0amOsXURHk4ulI8/1nx/1Cjq6+/d0/49R8fYelAoSHO3a1dg+XLNz6ZNowA3dTUvaxIVpRnFLNKl/GX81fdHjeB+Q7DV9eF4T9dujIbnedSpU8f4sGpPKbstdu+2bKFMxGRbLICYVEN0ygI0k1KhAo2j16wx7nj2tMUaWNoeP08/tA1vi6GNhmJi5ES83uZ1vNT0JXSq3snqUTHWbhsxGM4U6QKlkjJ6AtSpqEfaqusRiksuXOY8u3WLXuvXR5369Z3fHjcuhcnXWclsTQ7ilNVnT4vKLeAl88Lj3Me4++QuAKics47olC1pS/+6/RHgHYDE7EQcvnvYvoVTQ1xxo29AwPM8goPpnNG1gCk+nl71RcqKWaLtOSAs65rJK8pTacmObzkePh4+iHochU8OfwIAGNtiLJ6KeMpWxS2F+nNIobKwlC0JmeQdDy0XapdIXqNR89DzDRq4xnODG8dC1NdyAlzm2dkCOENd8LymY/biRaBnT1pBaCzdupHOaF4eRW9q/o7xdcFxlIz55EkpKTNAx3/+eQqiuXnT+HLaE0PrQRDI4dqhA/Dll5qfjRpFt4RRozTnbqzFgwfAhx8CY8Zovu/tDcwNW4Fvqi1GaN+WRh/XVteH4159bozC7BPFQZyygAVsMRFx7JydTTcZgKJnZ86k7Z9+Mj7qxJE7OFNwJXusaYu4bKV+feO/u3UrEBND5+PLL0vvZ2cD+/bR9qBBmt9xiXZRqzSXsMeNy2GR89JBnLKAbnu8PbzRqkorAMDRe0dV7wGStqyjoW6Lj4cPhjUeBgDYeG2jvYqkQV6edItr2VL/vv7+tEROW5Ku7GzJ0dqoke5j1KpFr/fuSc8z9kDfNbP68mqk56ejeoXqeL7R80jOSca0PdNQoChAh2od8EbbN2xY0tJ48p6qSYi8orxStsRl0ANhjQomCsfbmmvXpO1q1dz9rBvLId5wnAz3NSDhDHVR0jGbnU2LfotXpht1nGnTaPuvv0o7TE2tCy8vipjdv18zbU9WFjB2LMkaHD1q3z7ZGPTVgyCQ66hdO0rapY4oXTBtWum4BGsQEwN88AGtbi7pzhowAPjntxwMqHCCJKG6djXpN2xxfTj+FeimTARBQExMDARTrnJRrNJB7hBm2WImAQE028UY6b6J9O9P17BCQaLVhhbNnrZYA1eyx9q2iEGfJVcul0VWlqQlO2kSRWmLbNtGWj0REUCLFtL7LtMuxQNGoXFj17DHjUth1nUWESFt371L4fB2pix7xAjF/fH7AQC+Hr4AgNyiXNsU0Ai02fJC4xcg42W4/Ogybj62f4jKzZv07FC1qvTYpQ1BECCXU/aR7GztxwEo0UiQntxSVavSq1yu/Ti2QN859ijnEdZfXQ8AeLv92ygSivDOnneQmpeKiKAIfNX7K8h4AwXfrATHcfD1pPM+pzCnlC03UigRXqOKerzjjsSePapNwc/P3c+6sRwDBkjbpoQu2gGXeXa2AM5UFzxPcgFhajLeXboYr+HaqhWN7wUB+OQT6isBy9RFYCDw/fd0y23TRvOz6dPJkblkifZEY46CrnpQKim3Sbt2FJWqTrt2wMaNwLx50jOI9coHnDpFjt8RIzS6NxWRkcDcuUDwZbUIfn2z2Tp/yzbXh9sp6wLwPI969eqZ5sVX70gdALNsMRMPD0l8OilJep/jgDlzgHLlgBs3gNWrDTuePW2xBq5kjzVtKSiQ5AsaGCmJ++OP5JitW5eWvIgoFJIg/ejRmhkrXaJdiopUacL5li2d3x43LodZ19nAgdK2XK6ZitZOlGVPj1o9wHM8oh5HITE7EeU8ywEA8ovybVlMg9BmS6VyldA3oi8Ax4iWFSUH6tXTvx8tkwsBUFrrDiBdcQBo2lT/cTw8JImbzEwjCmpB9J1jP5z9AXKlHK2rtkbXGl0xZ/8cxKTFINg3GN/1/w7lvcprOaLtkXHFjmEOpWy58Zicsk1Cm2j7quMRE6PadInnBjeOg/pY0oFWg+jDfQ1IOFtdcBzJuamvGhw1qrQUQVnMnAkEB9Mq2JUr6T1L1kVICOmr7tsHPPec5mdr1wL9+gG9e9MSf9Ep7CiUrIeCAuCPP4D27Uvr54rO2GXLTFshagxPnlDdDR0KvPkmcOyY9v28vIDPPiv+Z4da0lcT2tVW14dzXH1uysRk772YyQpwiIEiYIYtFkCc2UlM1Hw/NFSSMVi+3PCMxs4w62gMrmSPtWyJiaEZvOBgTT3Ysrh8GdiyhbZnztRMBHPwIJCcTMfs37/0d52+XaKj6YkkIACoUcP57XHjkph8Xqo7ZQEplN7O6LMn2DcYratSVu3dd3ajnBc5ZbPldgq7LANttoxsNhIAsDd2LxKzE0t9bkvEiTpR61UfVaqQLWLmYHXE5Obt2pV9HDF5qfrKH1ujrV2uJV/D7ju7wXEcpnecjs+Pfo4T90/A28Mb3/T7BlX9rRxiYwRiojgZL9OwpVBRiJh0cnI2qeQETtm8PGm7Tx8ALvDc4MZxqFJF2v7tN/uVw0jc14CEM9bFRx8BixdL///0E0WmGtrnBQYCs2fT9urVwPHjtG3puggKAv73P+DECeDddzU/e/IEmDWLtOYnTKDoT2MTi1sLQRCQmkpRv126AF9/rfl5hw50uVvbGZufT5Gw06aRE3vJEtKPVaddO8rHUqcO/T9kiNqqJFHQ3wxscX24nbIugCAIiI2NNe2EqaaWMXbzZssVykTMssUCiMsh1CNlRQYOpFktQSDtkrKWBNrbFkvjSvZY0xYxkqlJE82IVn0UFtISC8Zo5ld9uYsgAL/8QtsvvECzf+q4RLuIldaiBQTA+e1x43KYdZ0FB2v+XxwVbk8MsWdgfXImb7u1DSG+FL35OPexTcpnDLpsaVSpEdqHt4fABKy+vNo+hSsmOZlew8P170c20Gij5KAjI4NW6wBA585l/6bYV+hKGGZttLWLUlDiqxNfAQCerf8sdsbsxD/R/4DneMzrNc/hok5FpywTmIYtlx9dhlJQolK5SqhSvoq+QzgGUVHSdrt2rvHc4MYxETPSOjjua0DCmeuiWzdKNKVO797SuKksevWipMoAOXnv37deXXh7Ay++SPILa9YAzZppfn71KkV/duhAyap27rTfpOrt2wImTcrC00+XTnTevz8FEf3wQ9mrf0wlK4v0Yd9/n9r4gw+0R8UOHQr8/js5hqOjgdhYcra//rqWg7Zta1JZbHV9uJ2yLoBMJkPDhg0hk5mpvyWuj7YjFrPFRMRIWW0RKqKMQVgYOW3nzdMvnWRvWyyNK9ljTVvECblWrQz/zvLlFKheqZIkPi+ybx91Mv7+wEsvlf6uS7SLmlPWJexx43JY9LwUPWt2xBB7+kT0gb+3PxKzE3H3yV0AQEpuio1KaDj6bHm19asAgO23tyM5J9nWRVMhTuKWlfRCJpOhe/daADg8eEARIiKHDtEzR4MGktSSPsTnE0MnBy2NtnbZfGMzbqfeRoB3AHw9fFXSEh93/xjda3W3T0H1oGSk/+zl6aVhy6kHpwAAHat1BGevCjYG9XtO3bruftaN5SnpYXJw3NeAhLPXRXAwcP685hjpxx8pwEU9v6Eu3nmHJIGysoB33pGhShXr1gXHUeDOr79S4q+PPgJ8fTX3iYqi93v3Jju++QY4c0bzmcDSyOXkCO7cGRg9WoYrV0IASP3bhAnkAP/8c8vn9lMqJYnIV18lZ/mHH9LvlfS1NG5MEccHD5LTtk4dGicvX06fv/222rOWeg6HZ581qWy2uj7cTlkXgDGGwsJCMFPF1dWTkNgZs20xk9q16TU2Vvvn5cuTM1YmI2eZvlU69rbF0riSPdayRRBIhgAggXFDuHgR2LCBtj/4gJyvIkqlpJE0ZozmZyJO3y6MSZXWvLnz2+PGJTH7vFRf23X7tv3CF4sxxB5vD28MqEtagVeSaeIkOdd+jk1d6LOlVdVWaF21NRSCAmuvrLVD6Yjc4vxo5crp348xhoCAQoSGMgiCZoDjP//Qa79+hv2mOBax1zi7ZLuk5Kbgx/OUybJy+cr4/cbvAIAZHWfgmfrP2KeQelAIChQqCgEAfh5+GraITtkO1TrYrXxGceKEtF2njrufdWN5RoyQtgsL7VcOA3FfAxKuUhczZ5YO1B4/npyaJWUJ1fHyAhYsIBWOhASGt95SIj/fNnXh50crJI8dAw4cICejqAevzoYNwBtvUOLxNm2A+fPJYXn/vvm59RISgK++IgmFjz4SL18GxgQADLNnk7TDlCmlF36ZSk4OcOECsGoVMHUq0LEjMG4cRd+KQ0J1qlYFxo6lRd1r11LEseh4LSigoDm5nGx4Rv1x4tw5abtHD5PKaqvrw+2UdQEEQcC9e/dMD6tWn1qy80DRbFvMpG5der1zR/dNrmlTyp4IAN9+C5w9q30/e9tiaVzJHmvZcucOzbT6+gING5a9f0YGOWIFgTrlLl00P//nH+osAwO1R8kCLtAu8fGUgtTLC2ja1PntceOSmH1eiuvjAOpn1ZLu2AND7Xm+8fMa/9/Pum/NYplEWbaI0bJ/3foLqXmptiyaCg8PelUP2tCGaEvjxvQAIi4iiIujiB+eLzHg0IOYKCwoyIQCW4CS7bLo5CLkFZG2aUwanf+vRb6GEc1G6DyGPckqzFJtl/Msp7IlMTsRsemx4DgO7cINEPe1N4zR6FfEz8/dz7qxPD17StvqiXUcFPc1IOFKdREWRlGzH36o+f6gQeSwe/RI+/cqVSLtVH9/4OLFIkybxqwalaqNChVoOf7Ro8Dhw+R47aBj3m/zZnLgDhlCq/L79iXH8tatFOyTnq7fWZuVBfz5Jzl4hw6VcpqItGrF8OGH93H6tIBhwwAfH9NsKioiTf2jR0kGYc4cSmfUowdJDCxbBpw+TePgktSvD7z2GiUR274deOut0nGEgkAJveLiKLHaJ5+UyOW1fr20rc3bbQC2uj48rHp0NzZBJpOhvjkKy08/TeGfAE3TaMskZCPMtsVMatWiqJKcHNKAq6JDKmz4cMrV8s8/JBK+bl1prTh722JpXMkea9kiTsi1aFF2dJIgUOfx+DGddyXF37OzgaVLaXvCBN19idO3y5kz9NqqFeDlBRng3Pa4cUnMvs5at9b8//p1WoNlJwy1JyIoAt1rdseRe0cAAA+yHqBQUQhvD29rF9FgyrKlbVhbNK/cHFeTr2LVpVWY1XmWDUtHiPquBQX69xNtadeOBmXHj1Okj6jp1r07DTzKIj9fyu1kyP7WQL1djiccx4H4Axqfj2sxDhNbT7RH0QxCdMr6e/vD08NTZcu+2H0AgMiqkQj0CbRX8QwnPl7a7tULgAs8N7hxPDw9pe1ly4Dnn9e9rwPgvgYkXLEuBg8mR+wHH9DKVoAiKcW8qz/+WFpitHZt4LvvOEyd6oPz58kJ+N13JvvyzKJ8ebpd9+pFztU7d2hubedO4ObN0vunp5O2akk8PWnlZo0aFOUaE0OuHl1MnkyO3uBgHoDuzKSCQL6SnBwar6amAikpNKZNSaG/u3f1RyiXpFIloH17StrVpo1aoi49rFhBScBkMuCLL7RE8p4+bXgBdGCr68PtlHUBGGPIz8+Hj4+PadpW6kImy5fb1SnLGENBQYHptpiJpyc5yGJjSTBal1NW1JeNjaWb4/TpJCpevry0j71tsTSuZI+1bBEzdxqShGX9elpR6OUFfPllaT2hlSspkrZ2bc0gu5I4fbuITtn27QG4gD1uXBKz+9nq1TX/v3RJ/4VtZYy5zsa3Gq9yyjLGcPfJXTSo2MAWxTSIsmzhOA5T2k7BpB2T8GfUnxjZbCSqBVTTciTrIQ4udEXpiIi2dOvmg/nzOVy9ShGyu3bR5+PHG/Z7oh+uQgX7DCgByRY5J8cXx77Q+GxCqwmY3GayQ9/jnxQ8AQAEeAdonGN7YvcAAPrVMVBHwt6cPy9tt2wJwN3PurESYWHkhcnMtHdJysR9DUi4al3wPI2vPv2UAqiOHpU+mzyZXocPp+XzYj/ZrBnDokWFePddb1y6xGHyZNJztdSyfVPgOEqoVa8erZpkjBKBXrpE8/u7dunWmi0qIr+kob7J5ctpEtjHh8HTU4BMxoMxTjXRK5dbzq6mTSk2oWlT+qte3TgN/M2bpYRuH3ygmSS7FIbqPmnBVteHW77ABRAEAQ8fPjQvrLpCBXotme7XxljEFjNpUpz8tyxxcC8vYOFCikKJjSUtG/WblSPYYklcyR5r2JKTIyX56tpV/74nTtAyGQCYMaN09sq4OGnGc+ZMaemrNpy6XYqKpGWVxWt0nNoeNy6L2eclx5EOiciZM+YLgZmBMfY0DW2KtmFSSElMun2lF0piiC1twtqgU/VOUApKLDu3zIalI2rUoNe4OP37ibZUqiSgSRM6RcaPp6iUjh0ND64WtWgbNbJfoi/RloUnF+Jx7mPV+6+0esXhHbIAkJhNIT5Vy1dV2RKbFovotGjIeBl61e5l5xIaiLpTtmlTAO5+1o2VmDpV2s7JsV85DMB9DUi4el14eQGLFwMnTwLDhml+tnkz0K0bOfS2bgUKCgQEBT3ADz8ICAig5FMvv6w714w94DhyYA4aRBIGx46RlOLWrbTw2ZzYOsbI+ZqeDiQkFCExkZKbP3liukO2Rg1SN5kwgaQG1q8HTp2ipF6zZgEDBtA+xjpk58+n7VdfpbooRbJaDoRRo0wrPGx3fbidsi6ATCZD3eJsqiYzZYq0bWsRFTUsYouZtGhBr6KWmz5CQ8m55udHz72ffCLpojiCLZbEleyxhi2nT5NeYM2aQDU9QVjx8dSJMkZLRIYO1fxc1McRBNLcKQ4g1YlTt8v163S/CQpSCTo7tT1uXBaLnJfqkbFZWbS2y04Ya88b7d5QbW+N2mqtYpmEobZMbTcVHMdhb+xe3Eq9BblSroqGtDZiYvJz5/T74tVtKbn6d9o0w39PjIpp3ty4cloSmUyGhx4PsevOLtV7E1tPxKQ2kxzeIQtITtkw/zBVu/wd/TcAoHP1zqjgU8GexTOM/7N33uFRFG8c/9yFVCCEAKGG3qWDIAiKghQbgoogigiKYkXsDX5iR0VFRVRExIIdREUU6SBVRaSHEAgE0nu93O3+/hjuLkfaJdf2NvN5nnuyt7m7ne/M7Mzuu++8r6KIFNVWOgkPdznPSjzCsGH27YoyIWsAeQ7YqSl1ERQkPGZ377ZHbSzJSy/BkCEBTJjQnl9/DeD118X93Jkz4uFoSU9bLZGcLJJ+zZkj7i/XrCn/s927iyRZY8eKcEgXXFCeF7CB4OAQoOy52mgUjvE9egij9tVXw803w4MPCu/kTz4RHrxWY/FrrwlT0+jRIudKyWgnVUFVhTHXapC97TYRm7ZMvvnGvt2lS/UOiPfODxm+QAeoqkpubi61a9eu/oXulVeKswjgl19KP0ryEqqqkpeX55oWFzm3uov9+4UjX2UDR8eOYrB54AExKDZqBDNnAvheizvRQtu4C09osU7WFXnJZmWJUBd5eSLE5GOPlX4y+Pnnwku7dm3x/8rw63bZLjJYc+GFtsjsfq1HolvcMs9an/hZ2bNHxCfxAVU9z7pFdaOWsRZmxcy+pH1eKKHzOKulY4OOjGo3il+P/corW18htFYoWUVZfHjNh9QJqlPu99xBr14QHCwcN/btK90VrJTU0qOHXUt4eOkEF+WRny88gkDcdPmKtPw0HlrzEMZzY/vMi2ZyS49bfFegKlLSKKuqKqmZqfx09CcAbux6oy+L5jzHjtm327cXnRA5z0o8REmjxQcfwJ3ajRktzwE7Na0uDAaRGGvECHE/9vbbwnAoUFEUha+/NvL11/a6yM8X92833wz33199o6KrZGcLr93du8WKysoihXTtCpMniyRnVQllpCgqubl5BAfXRlUNBAZWnivF05jN8MorsHKleH/bbcI5v9wuaw3GDy4tGfLW+SE9ZXWAqqokJyejurIUsmRAy7fecrlM1cUtWlykZUuxytRksi8BrIwBA8QTKoAvvhDXIlrQ4k70pMfdWgoLRVIWcExAW5L8fPEE8dQp8XTx1VdLT+onToh4PiDCGjgT5Nyv22WTiFPJ4MG2XX6tR6Jb3NIvrbFxrJRcVuxlqqPno2s+sm2vOrLKE8WqFlXRMuPCGQQGBLI/eT+7z+zmaNpRHvj1AfKL8z1axtBQe0izJUvK/5xVS2amypNPltwvlg86w4oVUFQk4uP7KndLobmQkZ+PpLi4GICnhzztVwZZgBOZJwBoEd4CVVX57t/vyDXlEl0vmgEtKlnCohW2bbNv9+1r25TzrMRjlAzsqOH+Jc8BOzW5LmrXFt6le/aIhFE33KBSXGwu9/NffilCCfXrB3Pniu/ExYk5110UForf/PNPWLZMeJj26ydel18unnV8+GH5Btm77hKO6rt3i+8PH16d2PIqqanJBAaqhIT43iCbliYMsCtXCh+eRx8VxnGnbKS9e7t0bG+dH9JTVgcYjUbaOutCUREdO4rsVoWFYiL1wdMyt2lxAYNBXLuuWyeWADq7/O/KK8UTrNdfh8WLoVYtI3fc4Vst7kQLbeMu3K1lyxZhdLUu5Tif4mLh9bp/v/B4eustsWK/JCYTzJ4t/g4aBNdc49yx/bZdEhLE416j0cEo67d6JLrGLf2yTh1hKbOGLVi3TiwvNnr/+Xh19HRv3N22PXfTXC5vc7nHPUydoSpamtVtxi3db+GTvZ8AEBQQxL6kfcxcM5MFoxcQUivEY+W87TaROXnbNli1quwYaEajkZCQttxzj8iSHB4u5oScHHjhBbFkr6Lukpkplg0C3HKLb+LJpuWnMfJzYYEODg5met/pjO0y1vsFcQFFVWyxkzs26AgGWJskUnjf0OUGjAY/8WmxZh8FB2OZnGclHuPRR8X6aIC9e102iHgKeQ7YkXUhaNAAnnjCyBNPBGMyibn6k09EQu+yWLVKvMojKAgaNhQG0bAw8XA2IEBEbcvLE/eNWVlifq8ukZEi+ddFF4n8JO7y4NVSn9i1C555RsS5DQ2FF18UIRMq5MwZ+/a995b/OSfwVl34yVWFpCJUVSU7O9t1C/7DD9u3Dx927beqidu0uMjFF4u/Ja9nnWHCBOENCbBokcqiRQU+1+IutNI27sDdWqzxe0aOLH0TrCjCi3rHDggJEctkyhrbFywQE394uJh8nL2Z9tt2sXrJ9ukjRJ/Db/VIdI3b+uX5rvR+NteO62IPgv3urnfdXaxqUVUtU3tPJaq2WIYwoPkAagfV5u+zfzPrt1mYLG5MLXwerVrBtGli+4UXhAfLOUdSQDwPX75cZcIEMzExKpGRIrOweMgrVmO8/ro9bv35WCxirsnMFCvVr7rKY1LKJSYtxmaQBRjYbCB39tHuEubyOJ19moLiAoICgmhVrxVrY9cSlx5HeHC4/xiYs7IckyP06WPblPOsxGO0a2fftobF0yDyHLAj68KOtS4CA1Uuu0zM03v2iHu4ZctEyANnMZmEbfDYMRG2aOdO4f36zz/CB+706aoZZNu0EV6w778Pa9eKcv3+u0ig1bWre0MqaKFPFBbCm28Km2p6uhhali1zwiALwpXYSnnxopzEW3UhjbI6QFVVMjIyXO8sJZ9mLljg2m9VE7dpcZFBg8TfgwfFQFAVbr3Vnjdt4UIjH3ygankFj9NopW3cgTu1ZGfbVwien/FSUUTyt99/F09HX3vNnvClJOvXw1dfie25c50LW2DFb9vFapQ9L+ih3+qR6Bq39cv+/R3fV/XJn5uorp7hbYfbtr87+B27Ena5u2hVpqpaQgNDmXnRTAB2JuzkqcFPERoYyq6EXTz6+6MeNcxOmyY8ZBVFXGaNGiVuOKZPhyuugDfegMxMCxdcIG4+2rQRSTGs4ZG++UYk/EpMdPzd9HQR727bNuGdM2eO92PebY3fyqQf7BmOW4S3YFa3WX45lh9OFQ9LOjTogMFgYPHfi7FYLEzsNpGwwCqvA/UN1pjtIFbC1bMnJpPzrMSjRESIv8eP+7QYFSHPATuyLuyUVxe1agnD50svibAAs2dD3br2/wcEiEV/PXrYu39VqFVLOOxcfrmwIbzxhrgv3LxZGF/37IFvvxWhCy68sPRqS3fj6z6xZ49wuP/iC7F4e8wYESLW6TQMP/9s33ZxyZC36kKGL9ABRqORVq1aueOH7Nu7d7v+e9Uqgpu0uEjDhiJJ7ZEj4ibH2aXkVqZOBVU18P77wSxeDLm54obJB6tU3YZW2sYduFPLzz+L4OMdOzo6CFgs8OyzwiBrNIrlFgMHlv5+fDw895zYnjzZYSW/U/hlu2Rni0fFUMoo65d6JLrHbf3y/Cf2X30lLHJeprp6ejfpTe2g2uSZ8gCYvWE2y69fTv1QD98hVEB1tFzR9gq+P/g9f539i99if+PtUW9z/6/3s+3UNh5b+xivDn+V4FrBHiirmBe6dROx59PShPeMlWbNDEyZEsyYMY4x3EaPFjcmL7wgrknGjBE3ZtHRkJIi7G9FRcIg+8orLiUarjKqqrJ8/3Le2vEWiirceIMCglgyZgmRoWWmddY8/yYKD9MLGl3Ab8d+Iy4zjsg6kUzsPtHHJasC5YQuADnPSjzM00+LMAYgshs2buzb8pSBPAfsyLqw40xdGAzi4erAgeLh6q+/inu+v/4S93ELFohoVf6Mr/rEmTPw7rvi3hmEk9JTT1Xx3rik8fTqq10uk7fqwo9NRBIrqqqSmZnpHgt+yXTvycmu/14VcasWF7Haitaurd73p05VueeePEDlq6+E4c1icVvxvI6W2sZV3KVFVeG778T29dfb95vNYhKxesi+8ooItH4+2dkwc6aILdSzp93Dumpl8MN22bhRuIp16CAC8ZbAL/VIdI/b+mVQkKO3bHZ21ZdjuIHq6gkMCGRwtP3qODU/lec3P+/T87U6WgwGA48PfpxaxlpsPrmZ9IJ03hz5JsG1gtkav5UH1zzoseRfBgOMGwe//CLCE8ydK4ytX34JK1eqXH55JkZjaS1XXik8Rfr1E9cSO3YIz5mNG4VB9oILRPw7p5b2uYn84nyeWf8M87fPtxlkAd4a9Rb1Q+r77Vi+56xIwndBowt4Z9c7ANzQ4QZqB9b2ZbGcp7hYrJO1cp5RVs6zEo9S8mH7K6/4rhwVIM8BO7Iu7FSlLho1guefF/Nut24iVuwHHwhHro8+Eg5Z/oq3+0R2tjDG3nCDuHc2GMT2t99W3VmJLVvs225wevBWXUijrA5QVZWcnBz3dJaSQchKxuPwEm7V4iLWTMk7dzqf9bgkqqpyxRXp/O9/KkajuAGbNUsE9vZHtNQ2ruIuLXv2CE/XsDDhyWTlhx9EDp9atUTIgssvL/1da/Kv+Hho2lR8rlY11i74Zbv89pv4e8UVpf7ll3okuset/fL8K8ySy4y9hCt6rupov04wGAxsPrmZT//91J3FqxLV1dK2flum9p4KwLxt8+jUoBPvjH6HsMAw9pzZw72r7yW7KNsTRQbEeN+zpzC2jholVltAxVo6dIBFi8SNyuOPi3AIDz0kQh0sXSpW+HiL+Kx4pqycwm+xvznsn9FvBv2b9/fbsTyjIIPY9FgADqQcIDkvmSZ1mjC6+Wj/0bJ7t7jLBeGeXYZR1h/bRuInlFwWWNJAoiHkOWBH1oWd6tRF9+6wZIkIbdCmjYgTazXOvvNO6XBD/oC3+kR6ujDGXn21uIYxmcQqoC++gCeegNrVeQ76wgv27fMcf6qDt+pCGmV1gNFoJDo6GqM71saX7P0rV7r+e1XErVpcpFUrcYNjsQgDW1Wxarn6aiOvvy4cpLZtE6ENzp51f3k9jZbaxlXcpcXqJXvllcIwa+WGG8Ty0jfeKNtrSVVF/oM9e8T33nxTZNCsDn7XLunp9vAoI0eW+rff6ZHUCNzaL4cOdXz//vuu/2YVcUXPgOYDaBjWEICBLURMlvd2v8eWk765+XZFy5ReU2hbvy3pBem8sf0N+jTtw6KrFxEeHM5/Sf9x9893k17gPU9mZ7W0aQM33ggzZsCkSSLWnYth06rEhrgN3PLDLRzPOI7RYC/r0NZDub337YD/juW7z4j5KTQwlB+P/AjAzItm0q51O//R8scf9u1+/RwvUPDftpH4ESWTfMXH+64c5SDPATuyLuxUty6MRpEE7OuvhXG2bVthnP30UxHq4LHH4O+/HVfWaxlP94njx+HVV4XheulS4bDWoQPMnw8LF1ofUlcT6+qz1q3dUFLvnR/y7HMD6enpTJo0ifDwcCIiIpg2bRq5lfisDx06FIPB4PC6++67q3V8RVFIT09HKS8lb1WZOdO+ffq0e37TSdyuxUWsNqNff636d0tqueQSkUG5QQORhfG222D/fveW1dNorW1cwR1aTp+GDRvEdsnQBWCPG3jxxaW/p6rw1luwapX43EsviUzZ1cXv2mXtWhG6oFs3aN681L/9To+kRuDWftmsmbj6tJKYKNLMehFX9AQYAxjd3r40YFyXcaiqytPrn+Z4hvcTu7iiJSggiNmXzsZgMLA6ZjXb4rfRtVFXPrzmQyJDIzmadpRpq6ZxKuuUB0peGq2PfyaLifnb5/Po2kfJL86nR+MetAhvAUDriNY8N/Q5m5FW61rKY+OJjQAUFBdQZC6ib9O+XNbqMv/RUlxsvzgBGDKk1Ef8tW0kfkTJmF3WTIUaQp4DdmRd2HG1LqzG2a++Eo45/fuLW57168VK+rFjRWiDM2fcXHA344k+YTKJW8C77oLx48WKn6Ii8VB5/nwRwumSS1x8wHzsmH376addLjN47/yQRlk3MGnSJA4cOMDatWv5+eef2bx5M9OdiGFx5513cvbsWdtr3rx51S5DQUFBtb9birFj7dvvvee+33USt2pxkVGjxAC7d2/1koiW1NK1q1hi2LGjeIgzfbpjckB/QEtt4yquavnsMzHRDhrkaF+pjI8/FssyAJ55phqxcsrAr9rFGrqgDC9ZK36lR+IVfP3wE9zcL8/3lt282X2/7SSu6Lm+6/UYDAb+PPUnN3S9gT5N+5BfnM8Dvz5AUm6SG0vpHK5o6RbVjYndRAKn5zY9R0ZBBu0j27P42sU0q9uMU1mnuP3H29mf7J0nqVod/+Iy4piycgpf/vclADd3v5kW4S2Iz4onLDCMN0a8Qe0gx7WGWtVSHiaLia3x9gRZwbWCefbSZzEYDP6jZfdu4aJlpZyLDL/RI/FPDAZ7tqP//vNtWcpBngN2ZF3YcUddGI0itPLChcJ7dtw4CA0VDj0ffCC8Z++8UxgitWqgdUc9KArs2iVi519xBTz5pEiIZjTCZZeJ+vn0UzcYY628+qp9u1cvN/ygwBvnh0GVAURc4tChQ3Tt2pXdu3fT71zMpjVr1nDllVdy+vRpmpUTy2Lo0KH06tWLt956q9rHzs7Opl69emRlZREeHl7t3ymTkvGndu/27ro4jfHIIyKRxvjxjnnQqkt+vjDGWe/Bx44VSUqDglz/bYl3SEsTSy5MJhF6uU8f5773+efCSxbg4Ydhoh8lcnYLZ86IKxGjEVavhoYNPXIYj46NEp8wevRozp49ywcffEBxcTG33347F154IV9++WW53xk6dCgdO3Zk7ty5tn1hYWFV6hMe60tHjoh151YCA30SW9YVHvn9ETae2Mi4LuOY0W8G01ZNIz4rntYRrVl87WIiQiJ8XUSnKTIXceuKWzmecZxLWl3CGyPewGAwkJafxszfZnIo5RDBtYJ56fKXuLT1pZX/oI5QVZUVh1fwxvY3KDIXERESwZxL53A07Sjv73kfo8HImyPf5OKWZSwN8TO2xW/jwTUP2t7PGjiLm7vf7MMSVYPnnoOffhLbLVuKIPduRM6v+sHjbblrlz2D7ccfiyDaEkkNpaBALGL4+WdhWilpgevYUTyrv+gi4cRVnRwjWiE3V+Tj2bpVhG0smcu2cWORvuj668W227Har4xGMf5oAGfHWekp6yLbt28nIiLCZpAFGD58OEajkZ07d1b43S+++IKGDRvSrVs3nnzySfIryQBVVFREdna2wwvAbDaTmpqK2Wy2uVYrilLuttUOX962xWJBffJJAFRAPXDAvl9VUVW11DZQ4bb1+OVtW8uoKAopKSmYzeZKdVRZUwXbFWkaO1Zs//KLSm6u85rMZjPJyckO2gBCQhTmzVO4+24wGFRWrFCZOhVOn/aepuq0U3XbRouaLBZLmW3j7PYXXyiYTNC9u0qvXpVrUhSVxYvhrbdUQD23dMM9mqznvzhO1XR4vZ1++gkVoF8/1AYNytRUsm3KGiOc3Zboh0OHDrFmzRoWL17MgAEDGDx4MO+88w5fffUVZypxMQgLC6NJkya2V3VvPBVFITU11X39q2NHiI62vy8uFuu4vIQ79FiNVT8f/RlFVVh41UKiakdxIvMED/z6ALkm76QedoeW4FrBvHD5CwQGBLL55GZ+OCQMWQ3CGvDB1R9wcfTFFJmLeHTto3y1/yuPJXxwez9zkfSCdB5d+ygvbXmJInMRF7W4iK9u+IocUw7v7xGxkB+/+PEyDbJa0+IMKw+vtG33bNyTCd0mAH6kpbDQMQnCpWU/QPAbPRL/5sIL7dsurFLxBPIcsCPrwo4n6yI0VOQgWbhQGGYffhj69hX2w6NHhZPP1KnCg/SBB8Tq2n37vHppaKMq9ZCXJ3wKFi4Uq4CHDROJSH/6SRhkw8OFp/CHH4p999zjIYNsXJx9u6THrIt46/yQRlkXSUxMJCoqymFfrVq1iIyMJLGCdHs333wzn3/+ORs2bODJJ5/ks88+45ZbbqnwWC+//DL16tWzvaLP3dClpKRQXFxMamoqqampACQlJZF+7tHE2bNnyczMBCAhIYGsrCwATp06Rc65JU4nTpwgLy8PgLi4OArPpYsvKixEefZZAGJiYmyG35iYGBRFwWw2ExMTA4DJZCI2VmSsLSwsJO7cyZGXl8eJEycAyMnJ4dQpEZstKyuLhIQEADIzMzl7LvtVeno6ycnJAO7VdC5mX2xsLCaTyWlNDRrE0qIF5OSofPJJcpU0WXWkp6eTlJRk05Sensodd8CcOWmEhRVz+DCMH1/MihW5XtFU3XbKyMiw9evzNfm6naqqyVr28/teZZoOHEjiyy+FMfGqq1LIzq5Y0/Hjcbz5ZjGLFkFhYRF33GHmjjvcq6m4uLjC80kT7aQoKCtXUlRYCNddV66m3NxcW9ld0STRD1p4+KkoCsXFxe57sKEoqKNGAecefgJ8951XHn5at4vOXelXV1PvJr25oNEFmCwmPtn7CY1CG/Hu6HepF1KPgykHueeXe8guyvaKpqq0TXmaOkR24P7+9wMwf/t84jLisFgshNYKZf7I+YzpNAZFVXj9z9eZu2kuReYij2gymUw+f6hmNpv5NeZXbvzmRjae2EgtYy1mXjSTN0e8SXxWPHM3Ce/zyT0nM67LuHI1VbWPef1BYYntrMIsNpywx2J94bIXMBqMNk3FxcUuPSj0iqYNG1Dz87E+MlCHDy+371nbpjqaJBKnMBiE6x+IB4/nrhW1QnFxsa+LoBlkXdjxRl00bixWS37wAfz+O/zvf8KYWa+e8Kj9809YsEAYaYcMgZtvhhdegO+/FwnD0tM9nzSsrHrIzhbhB5YvF4sybr5ZGJHvvx+WLBFls1jEIo2bbxZ5bH/7DZ56Sqwq9WiurJIxZM8PEeYi3ugTMnxBOTzxxBO8WomV/dChQ/zwww98+umnHDlyxOF/UVFRPPfcc8yYMcOp461fv55hw4Zx7Ngx2rVrV+ZnioqKbBdRINyho6OjycjIICIiwnahZDQaK9y2xtYrb9tisWA0GjGMG4d6zohl2LIFS1CQLfOcoigO2wEBAbYLu7K2VVXFaDSWu+1s2V3WVM52ZZq+/TaA119XadoUVq40YDS6T1NSEjz1lJH//hOn4pVXGnjkEYW6dT2rSY/t5A1Nr7yi8N13Brp3N7B4sYLRWL4mi8XAiy8q/PSTATAwc6bCpEkGzWnySjvt3In6wANQty6G335DDQz0mKbc3Fy5vFJHvPTSS9WaZz/88ENatWpFs2bN2LdvH48//jj9+/fnhwqW8/7vf//jueeeK7X/yJEjdOzY0fagLSoqirNnzxIYGEjDhg1JSEggNDSUyMhITp06Rd26dYmIiODkyZPUr1+f8PBwjh8/TlRUFHXq1OHYsWO0UFVCJk6ksLCQoOBgjAYDhz//nHbtRJb3mJgYOnTogKIoxMbG0rlzZ4qKijh58iQdO3akoKCAhIQE2rdvT25uLsnJybRt25bs7GwyMjJo1aoVmZmZ5OTkEB0dTXp6OgUFBTRv3pzU1FSKi4tp2rSpS5pW7FrB838/T3BgMG/2f5Oe7XtyKv8UU76dQpGhiI4NO/Jg+wfp27WvX2iqU7cOt311GweyDtCuQTtmd59N+1btCQ0N5ciRI2zL3caivxeRX5BPv+h+vDr8VTISMjStqay+17x5c0JDQzl69CitWrUiODiYw4cP065dO9IK0njilyfYn7MfVVVpGtSU+dfOp1WdVqz/bz2v7H+FnMIc+jXox6IbFpGfl695Tc70vck/TOafhH8IDg7mxUtepENQB//TtGABys6dmIqKCGnbloKvviLhzBm39r2jR4/SqVMnOb/qAK+EosjIEMEkASZPFi6AEomkTBQFYmNFeIM9e0RS8PJ8TerWhVatRO7Yxo2hUSP737p1RUjnOnUgJKTiKJSqKp6ZFBZCZqY4Xnq6OHWTkkQc3NOnISEBzvnslKJZM+jdW4Rx7dfPcSGY17A6bjRoYM9fogGcHWelUbYcUlJSSEtLq/Azbdu25fPPP+fhhx8mIyPDtt9sNhMSEsK3337L2JJJsyogLy+POnXqsGbNGkZWkACnJNZGzsjIwGQy0bBhQ5sRxC3s2yce0YAIrDphgvt+uxwURbiIu12LixQWwtVXi8HqhRdEArDKqIoWsxkWLxZPmRQFmjQRQbGdjVXqDbTaNtWhulpOnYIbbhBPASuLJZuTI5Zv7NolJsMnnxTLN9yN37TLY4+J9KMTJojxpBzcoUfGvPMP/OnhZ1paGmazmcjISIxGo/sebEydinouCYoBsPz6K8ZzsZY9+bDGGvak5Eqf6miyWCzcvfpu/jn7D1d3uJo5Q+dgMBiISY3hvl/vI60gjejwaBaMXkCL8BYe0aQoIjOus21TmaaU3BRuXXkrqfmpDG8znJeGvYTRaLS12Y7TO3hy3ZPkmnJpFNaIV4e/SvfG3d2iCcT1Z4MGDahVq5ZXH6oVm4tZfWw1b+14ixxTDrWMtZjWexqTe0wmODCY2PRY7vzpTrKLsundtDdvj3ibsOCwcjVZLBZSUlKq1MfcrcnZh5/7U/YzbdU0AEJqhbDl9i0OmiwWC+np6TRo0ACDwaDNh58JCQSMHWvrR4bbbkO9774y+17JtjEYDFV6+JmZmUn9+vXl/KoDvHatVDJPyZ49njtOFfCba2cvIOvCjtbqQlUhORkOHoRDh+DwYTh5UqTocNaCFxAgDLMBAcJT1foym0VohMLCsn5LrJipVasW4urUTrNmIgKX9dW1K5y3aNz7/P23iJ0Abo9f7WqfcHac9eMwwp6lUaNGNGrUqNLPDRw4kMzMTP766y/69u0LiBs/RVEYMGCA08fbu3cvAE2bNq1WeT1C9+727ddf94pRVquEhIhlBu+/D598AiNGuNcFv1YtEW5p0CB49lnxNOquu+DGG+Hee6F27cp/Q+J5Fi4UBtlBgyo2yCYkwIMPwokTIobQiy+KzJI1lvR02LRJbI8Z49uySDTDww8/zJQpUyr8TNu2bWnSpInNU8uK2WwmPT2dJk2aOH0865xckVE2ODiY4ODgUvutF2JWo1/JfdXZDggIEBujR2MokZk64OmnxROfkp8psW0wGMrdNpxzhShv+/yyuEvH/f3vZ+qPU/nl2C+M7zaero260qFhBz669iPu+eUeTmWfYsqPU5g/Yj49m/R0+K4WNTWqIwyt03+ezh9xf9DzQE8mdp9oK9fA6IF8NvYzZv0+i7iMOO765S4euughbux6o8uarEY5d+iotO+V2D6adpRXtr7CvqR9AHRt1JXZl86mfWR7ABKyE7jv1/vILsqma6OuvDXyLcKCwirV5EkdlWlyZttgMJCUn2QzyAKsnrS6XB2a1vTbb6Cq9tvnESMq7HslNZV3PlW2LZE4xezZwtMERPDMjh19Wx6JxE8wGIT3a+PGIkyAFZMJ4uPFfWZSknilpAgDbkqKSLaVmyscvSwWEffVGWrXhshIiIiAkJBioqMDiI420KIFtGgBzZtDWJgnlLrIrFn2bT9NKCg9Zd3A6NGjSUpKYtGiRbas0P369bNlhU5ISGDYsGEsW7aM/v37Exsby5dffsmVV15JgwYN2LdvHw899BAtWrRgk9Vw4QReecL51lsiZTzA119DOTeyNYHsbOEtm58PL79sX43jbvLz4Y034McfxfuoKOFxWU6+BomX2LOHc8nZ4Isvyr+m3LIF5swR/SUqSpxCNf76c9kyERzpggvg0089fjjpKasvDh06RNeuXdmzZ4/t4efvv//OqFGjOH36NM2aNXPqd7Zt28bgwYP5999/6dGjh1Pf8Xhfys6G0aMdMzns3l3xWjMNMnvDbFbHrKZro64svW4pRoMw3KTmpzLrt1kcTDlIYEAgz17yLFd2uNLHpXWOr/Z/xet/vk6AMYBFVy2id9PeDv/PM+UxZ+McNp7YCMDlbS7n2UuepW5wXR+UtnrkmnJZtGcR3xz4BkVVCA0MZXqf6dzc/WYCjMKYl5SbxJ0/3cmZnDO0rd+Wj675iHoh9XxccveQlp/GnT/dSXxWPAA3dL2BJwY/4eNSVQNFEUtxTp8W71u2FMEHPTCOyPlVP3itLRUF+vcX2wEBIjW7RCLxKKoq4tPm5gpvWEWxG2kVRTiEhYRAcLD4GxIi9vkdxcUwcKDY7tlTeMpqCGfHWfm40w188cUXdO7cmWHDhnHllVcyePBgPjzn6QIiOPCRI0dsCUaCgoL4448/GDFiBJ07d+bhhx/m+uuv56effqrW8RVF4ezZs7blRW7lttvs28884/7fPw+PanGR8HCw5mJ77z0xBlREdbWEhQlv2YULxVOp5GSRofGxx8S2r9By21SVqmoxm+2JHG+4oWwjq8UC774LDz0k7CwXXABLl3reIKv5drFYxAMdgOuvr/Tjmtcj8TpdunRh1KhR3HnnnezatYtt27Zx3333MWHCBJtBNiEhgc6dO7Nr1y5AJKB7/vnn+euvvzhx4gSrVq1i8uTJXHLJJU4bZEvisX4ZHg7nhyyq5rVAVXC3ngcGPEBYYBgHUw46ZLBvGNaQD67+gMtaX0axpZjZG2bz8paXMVncl/DFU21z0wU3MbLdSCyKhUfXPsrp7NMO/68dVJvXrniNhwc+TC1jLdbHrWfSD5PYn7y/2sf01vinqAqrjqxi3Nfj+Gr/VyiqwhVtr+D78d9za89bbQbZMzlnbAbZFuEtWHjVQqcNslofy7MKs5jxywybQRZgau+pZX5W61rYscNukAW45poKDbKa1yPRF0ajfbmYxSLie/kYeQ7YkXVhR091YTAIm0JUlHhO17o1tG0LHTpAp07Cz655c2jYUMSeLWmQ9at6+Ogj+3YlIdGqg7fqQhpl3UBkZCRffvklOTk5ZGVlsWTJEurUqWP7f+vWrVFVlaHnMsFFR0ezadMm0tLSKCwsJCYmhnnz5rn0lDIwMNBVGWVTv744YwFiYsqP8OxGPKbFDdxyi3DrP30aVqyo/POuaOnfX9iypkwR1zPr1wtHiMWLHZ2qvImW26aqVEXL8uUQFyeWc5QVvvLsWbF/6VLx/qabRDt5K8aOpttl40axrqZ+feeCMaNxPRKf4OuHn+DBfnnDDY7vrcs8PYw79TQMa8iMfmJwfGvHW5zJOWP7X2hgKK9e8Sp39LkDg8HA94e+Z+qPU0sZOV3BE21jMBh49tJn6dqoK5mFmTy45kGyi7JLfWZi94ksGbOE5uHNOZNzhmmrprHknyVYFEu1juvJ8U9VVf489ScTv5/I3E1zSS9Ip1VEKxZetZCXh79MVG37pHUq65SDQXbR1YtoGNawSsfT6lieXZTNfb/ex/GM47Z913a61kH/+WhVCwDffmvfNhrhqqsq/Yqm9Uj0xwsv2LeffNJ35SiBPAfsyLqwI+tC4Df1sGSJfbth1a5RnMUbdSHDF/gxXlt2cviw3UW0kiQ9NYHvvoNXXhE2phUrxNMlT3P0qHj48++/4n2TJiKB6RVX+N0qV7/jzBlhZC0oEGGxrr3W/j9VhVWrRLiJ/Hy7l7OnQlv4JXfcAXv3wrRpZVu0PYBcXilxF17rS7feKrI4WPnuO+HW4EcoqsJdP93FP4n/0KdpHxZdvcgWxsDKn6f+5NkNz5JVmEVYYBgzL5rJ2M5jbTEttUhqfiqTV0wmOS+Zfs368c7odwgMKH2BnmvK5YXNL/DH8T8AuCDqAp4b+hytI1p7ucRlczj1MAt2LmBXgvAmDw8OZ2rvqYy/YDxBAUEOnz2ReYK7f76b1PxUWkW0YtFVi2hUu/I8C/5ASl4K9/16H7HpsbZ9gQGBrLhpBU3qOB+jWjOcOSNitVtv5y6+GN5+22OHk/OrfvB6Ww4ZIi6mQWTBlfGJJRKJK8TGipt0EDfgGsxbIsMX1CAURSEhIcFzbtWdO9u3v/pKrOX2EB7X4gauuw5atYKMDBFioDzcqaVjR+F5+dJLIth3YiI89ZSwc/31l8s/7xT+0DbO4qwWRYHnnhPXkL17i5jCVpKTRaiC558XBtmePUWsWW8bZDXdLocPC4NsQEBpb8By0LQeSY3F4/3y/PPjjjs8c5xzeEKP0WDkf0P/R2hgKH+f/ZvP931e6jODogfx5bgv6d2kN/nF+by05SXu//V+knKTqn1cT7dNw7CGvD3qbcICw9hzZg8vbnkRRS19rDpBdXh52MvMvWwudYLqcCD5ADd/fzNf/vdlmZ8vC09oOZp2lMfWPsYtP9zCroRdBAYEcmuPW1k5YSW39LillEH2YMpB7vzpTlLzU2kX2Y6PrvmoWgZZLY7lp7NPM23VNGLTY4kMjaSWUazXvLHrjRUaZLWoxcb33zumznbiplTTeiT6pWROgU8+8V05kOdASWRd2JF1IfCbeijp7FPSa8qNeKsupFFWJ4SGhnr2ACWXU/76q0cP5XEtLlKrlki8BWLF2MGD5X/WnVoMBhgxQlx/33WXCMy9b5/Yvuce2F/9MHZOo/W2qQrOaPnuO2H0DgkRybuMRvFM4vPPhQ1l61YIDBReyx99BNHRXih4GWi2XZYvF3+vuAIaOX9Tr1k9khqNR/vl6NEiNo6VzEzx5M+DeEJP8/DmPHTRQwC8u+td/j77d6nPNK7TmA+u+YBZA2cRFBDEjtM7uPHbG/li3xeYleo99PX0mNGhQQdeHvYyRoORn4/+zFs73qKshWYGg4ErO1zJNzd+w0UtLsJkMTF/+3zuWHUHx9KPOXUsd2k5nHqYR35/hJu/v5n1cesxGAyMaj+K78d/z4MXPUh4cGmPja3xW5n+03QyCjLo3LAzH1z9AZGhkWX8unNoaSzfl7SPqT9OtYVjuKrDVZgVM7WDapcbS7YkWtJiw2SClSvt7yMihDeiE2hSj0TftG1r337/fceHCT5AngN2ZF3YkXUh0Hw9FBRAerrY7tHDo0uHvVEXMnyBH+PVZScWCwwYYH/vh9mh3c2zzwr7dJcu4uGvt1fhpKSIMCorVtidly+5RHjPXnCBd8uiR06dgokTRcbKxx6D8ePh779FGInYc6seu3cX+e/atfNtWTVJYqLw2LFYxAnixU4pl1dK3IVX+9KSJY7LLwYPhrfe8uwxPYCqqszeMJtfj/1Kg7AGfDHui3JjkZ7MPMlzm55jX9I+ANrUb8Ojgx6lf/P+3iyy0/x05Cee2/QcAHf3u5s7+pTv0ayqKisOr+CtHW+RX5xPgDGASd0ncWefOwkN9MwFvqqq/JP4D5/9+xlb4rcAwlB8RdsruKPPHbSt37bc7/54+EebF/BFLS5i3hXzCAsM80g5vc2qI6t4actLmBUzHRt05H9D/8edP91JnimPxy5+jPEXjPd1EavHypWOsTqnThVP6T2InF/1g0/a8s8/hScDwBNPOL2KSiKRSBx49FHYsEFsr18vEudqEBm+oAahKAqnTp3yrFt1QIBwybSyaZNHDuMVLW7ioYdEPNlDh+Czz0r/39NaGjUSHrs//CAS7RqNsHkz3HYb3H03bN/u3ofQ/tQ2lVGZFpNJ5CEoLIQLL4S+fWHWLJg+XRhk69UTRvmPP/a9QVaz7bJsmTDIXnhhlQyymtUjqdF4pV/ecIMITG1l61bIzi7/8y7gST0Gg4GnhjxFu8h2pOWn8djaxygyl52dslVEKxZfu5jZl86mfmh94jLiuOeXe3jw1wc5knrEqeN5c8y4ptM1PDzwYQAW7VnEV/u/KvezBoOBcV3G8e2N33JZ68uwKBaW/buM8d+NZ/PJzWV62lZXS7GlmNUxq7llxS1M/2k6W+K3YDQYGd1+NN/e+C0vDXupXIOsoiq8v/t9nt/8PIqqcHXHq3lr1FsuG2S1MJabLCZe2/YaczfNxayYubzN5Xx87cd8uvdT8kx5dG3UlRu6Vm4U0oKWUiiKmGetVDFMkOb01HDS09OZNGkS4eHhREREMG3aNHJzcyv8ztChQzEYDA6vu+++20slriaDBtm3X3nFZ96y8hywI+vCjqwLgebrQVHsBlmj0aMGWW/VhTTK6gCDwUDdunU9nyhj8mT79iOPeGQi9ZoWNxAZKQx1IFbhHD3q+H9vaWnWTCyt/+YbkXA3IAD27IH774dJk4Q3r8nk+nH8qW0qozItb74pwqGKzwqP2c2bxbg/bpwwhI8Zo40cBZpsl/R0+5LK22+v0lc1qUdS4/FKvwwPh7FjHfctWuSRQ3laT2hgKK9d8Rp1g+uyL2kfz254tty4qkaDkWs7Xcv347/npgtuwmgwsu3UNib9MIkn/niC4xnHKzyWt8eMid0ncldf8ZD69T9f59sD31b4+cZ1GvPaiNeYP3I+Teo04WzOWWb9Not7V9/L0TTHC4eqaknOS+ajvz7imuXXMHvDbI6kHiG4VjDXd7me78Z/x/OXP19horE8Ux6P/P4IH//zMQBTe09lzqVzbLFWXcHXY/nJzJNMWTmFrw98DcD0vtN5ZfgrbI3fym+xv2E0GHli8BOlktGVha+1lMmmTRAfb38/bBhERTn1VU3qqeFMmjSJAwcOsHbtWn7++Wc2b97M9OnTK/3enXfeydmzZ22vefPmeaG0LvLyy/btNWt8UgR5DtiRdWFH1oVA8/VQ8oHkl1969FDeqgsZvsCP8cmykzfesMeJXLgQ+mtziaG3UFXhPb9xowiV9PnnEBRU6dc8SmKiGJ9WrLAnOa1fXxgRx40TRlxJ+fz+u0iidj6XXy5WBfpZQnTf8M47ImRBt24imYOXJ3W5vFLiLrzel5KSxGBdMqHmhg1Qt67nj+0B/j77N/euvpdiSzE3XXATjwx6pNIL21NZp/jgrw/4LfY3mzfpkJZDuLXnrfRu0lsTNwmqqrJg5wI+2yeWycwaOIubu99c6fcKigtY/Pdivtz/JcWWYgwGA9d0vIYZ/WY4nUzLrJjZcnILKw+vZPvp7TZjd8Owhoy/YDzXd7meeiH1Kv2d+Kx4Hv79YeIy4ggKCOLpIU9zVcernCqDllFVlR+P/Mjrf75OobmQiJAI5lw6hyGthpCcl8yE7yaQXZTN1N5TuedCzy719xiqKh54lkwmsGSJiKvnYeT86n4OHTpE165d2b17N/369QNgzZo1XHnllZw+fZpm5Vy4Dx06lF69evFWNcPc+LQtz+kEhCeJRCKROIsfjR8yfEENQlEUTp486R0X85IhDDwQt8qrWtyAwQBPPy28Zo8fdwz/5ystTZoID95ffhFNFBUl8sUsXSru9WfOFEbk4uKq/a6/tU1FlKVFVUVir/MNsv37i7qbN0+bBlnNtUt2tsiAByK+XRUNKJrTI5HgxX7ZuLF4elaSpUvdfhhv6enTtA/PDRUxWL8+8DUf/PVBmcv2SxJdL5oXLn+B5dcv57LWl2EwGNgSv4XpP03ntpW3serIKgqKC7yupSQGg4EHBjzA7b3ESoD52+fz6d5PK/mW8CC+f8D9fD/+e0a0G4Gqqqw6soqxX4/lnZ3vkJ6fXqYWVVXZl7SPN/58gyu/uJJH1z7KtlPbUFSFPk378Pxlz/PTxJ+Y2nuqUwbZLSe3cNvK24jLiCOqdhSLr13sdoOsL9rlVNYp7vnlHl7Y/AKF5kIubHYhy69fzpBWQ1BUhTkb5pBdlE3XRl2Z3rdyL0QrmpuX9u51NMh27SqC3DuJ5vTUcLZv305ERITNIAswfPhwjEYjO3furPC7X3zxBQ0bNqRbt248+eST5Ofne7q47uHZZ+3bP//s9cPLc8COrAs7si4Emq6HVavs215YGeCtupCesn6M1fKemZnpXTfzOXOExQ/Euv0LL3TbT6uqSk5OjrZd5stg61Zh7ASRc2HUKO1osVjE0vvvvoOS13bh4TBiBFx5pbiWr6yIWtHjDkpqyckxsHo1LF4sEp5b8ZekaZprlw8+gI8+gvbthct2FWM8uEOP9OSRuAufzLOpqSIWjcVi3/f77+Lpn5vw9rix/L/lvLH9DQDu6HMHd/W9y+njxmfF88W+L/jp6E+YLCIWT1hgGCPbjWRM5zF0bdiV3Nxcn4yBqqry0d8f8eFfHwJi+f+MfjOcLse+pH28ueNN/kv6DxC6xrQbw7QLpxEeEs7h1MOsjV3L2uNrScxNtH0vMjSSazpew5jOY2hZr6XT5TVZTLy7612+/E8s9+vRuAevXfEaDcIaOP0bzuLNPmaymFj+33I++OsDTBYTwbWCubvv3UzqMckWnuCdne/w6b+fElIrhC/GfUGriFZO/77m5tkHHhAJk6y8/joMHer0113RI+dX9/PSSy/x6aefcuSIYxztqKgonnvuOWbMmFHm9z788ENatWpFs2bN2LdvH48//jj9+/fnhx9+KPPzRUVFFBXZ43tnZ2cTHR1NRkYGERERNqOD0WiscNsav7a8bYvFgtFoLHcbQLFYMF50ka0sht27UREGkICAAFRVddhWVRWj0VjutrNlt25bLBZycnKoV68eqqq6R5OiOGyXpcOTmqrbToDtfLbWjb9rqm47GY1GsrOzqV27NrVq1dKFpuq00/nnh5Y0ceGFGECMFzt3erzvGQwGh/OjqpoyMjKIjIyUnrI1AYPBQHh4uPcuFB95xL49Y4ZbY8t6XYubGDxYOAWCMMoeO6YdLQEBcNll8N57IhbqLbdAw4bCofG770S5x46FBQtg3z4RO7sstKLHHZjNBv79N5zZsw2MHi3uZ0oaZJcsgfnztW+QBY21S0YGfPGF2L7zzmoF3dWUHonkHF7tlw0bws3nLYVfvNith/D2eTax+0RmDRRB2Bf/vZiFuxdW6jFrpWW9ljw55El+ufkX7r3wXlqEtyC/OJ8Vh1cwZeUUxnw9hiUHl7A/eX+5cWs9hcFgYHrf6dzX/z4AlvyzhOc2PYdZMVfyTUGPxj1Ycu0S5o+cT6eGncgvzmf54eUM/2w4/T/qz+QVk/ls32ck5iYSFhjG6PajmT9yPqsnreb+AfdXySAbnxXP1B+n2gyyN3e/mUVXL/KIQRa808dUVWXd8XXc+O2NvLPrHUwWE/2b9+frG77m1p632gyya2PX8um/wpN59qWzq2SQBY3NS/v3Oxpk27YVT5GrgKb06JgnnnjCdsNe3uuwNYFBNZg+fTojR46ke/fuTJo0iWXLlrFixQpiY2PL/PzLL79MvXr1bK/o6GgAkpOTAUhNTSU1NRWApKQk0tPTATh79iyZ5y6SExISyMrKAuDUqVPk5OQAcOLECfLy8gCIi4ujsLAQgNjYWEznElvExMRgNptRFIWYY8dQ5s1DVVXx2SVLMJlMtrIXFhYSFxcHQF5eHidOnAAgJyeHU6dOAcKQmJCQAEBmZiZnz54FRNK0pKSkCjUlJibaDCpu0xQTg6IomM1mYmJiALyqqbrtZDAYSE5OpvjcEko9aKpuOxkMBoKCgmw69KCpOu2UlZVFXl4eBoNBU5rMK1ZQdO57puee80rfMxgM5OTkkH0u8W5VNZU3Hp+P9JT1Y6xPqzMyMkhPT6d169a2JwoeZ/58e2DlefNEwE03oCgKJ06c8K4WN6Eownlhxw6IjoZPPlFIT9emFkWB3buFw/OGDfbYsyCcsYYOhSFDoG9fezJwf24bEMnO/voL1q2D9etVUlJMBAcHAfabEoNBrLzXYpiC8tBUu1jHhS5dRBD2atzwuUOP9OSRuAufzbMZGXDFFY77fvwRmjd3y8/7atz48r8vmb99PgDXdrqWp4Y8VeWkUqqq8k/iP6w8vJL1cespNBdSVFREcHAwDcMaMqD5AAa0GMCA5gM8ZnAsix8P/8iLW15EURUuanER866YR1hgWIXfyTPl8W/Sv+xN3MtfZ/7i36R/bVpKMrX3VKb1nkZwreByfql8rCES3tj+BvnF+dQLqcf/Lv0fQ1oNqfJvVQVP97G/z/7Nwt0L2Zu4F4AGYQ24v//9XNXhKgdj4+HUw9yx6g4KzYXc2uNWHrzowSofS1Pz7P33w/bt9vcvvggjR1bpJ1zRI+dX50lJSSEtLa3Cz7Rt25bPP/+chx9+mIyMDNt+s9lMSEgI3377LWPPTwBZDnl5edSpU4c1a9Ywsow+oSlPWasX3LnVlgZA3bEDxWDwigem2Wzm5MmTtGnTRhxfg96K3vLAVFWV48eP06ZNGwICAnShqbrtZDAYiIuLo2XLlgQGBupCU3Xa6fzzQzOazoV4MQDq7t1e6XuAw/nhKU9ZaZT1Y0ouqwwICKB27dree+pdWCjcQ63s2uWWVPSqqpKXl+ddLW4kK0t4op49Cz17qrz2Wh7162tbS0GBCL+wcaP4e+6BDyC8bLt1E3FVL7xQpXVr7euxoqqQkCCM5Nu2CSP0uQdYgEpEhIWRIwP47z8DBw+K7vvOOzBggC9LXXU0c84kJQmXa5MJ3n0XSixLqwru0CNvGiXuwqfz7EcfiXAgVkaOFAYYN+DLceOHQz/wytZXUFSFgS0G8uoVr1ZqvCyPQnMhf8b/yZqja9hxdgf5xY7xFNvWb0v3qO5cEHUB3aK60a5+OwKMAe6QUSbb4rfx+B+PU2gupGODjrwx4g2a1m1qK+ux9GMcTTvKkdQj7E/ZT0xaTCnv3uZ1mhMQEEB8VrzD/t5NejOuyziGtR1GUIBzGUUTcxN5YfML7Di9AxAxfl+4/AWiake5QW3FeKKPqarKroRdLP57Mf8k/gNAcK1gJveYzK09by3Vj05lnWLaqmmkF6QzoPkAFoxeUK3218w8u2+ffVkWCA+A77+vVpig6uqR86v7sSb62rNnD3379gXg999/Z9SoURUm+jqfbdu2MXjwYP799196OJH0TRNtWbJPjxnjGGvWg2jmnNYAsi7syLoQaLIevvsOXnlFbFfjYWR1cbUunB1npVHWj/H5ZLpkCSxcKLafeqp0cpIayvHj4voiN1c4Or34olvs1V6huFh4k27YIBwxzpxx/H9gIHTsKAy11lfz5trQZzKJsBH79okcGHv3itCMJWnUSDxLGDFCeAF/8AF8/LFw6Jw7F0aP9kXJdcILL8DKldCnj6hYH07iPh8bJbrBp32psBCGDy/5NEmEB+nUybvl8ABbTm7hyXVPUmgupG39trx2xWtVXlJ+PiaLib2Je9lxegc7E3ZyJPVIqc8EBQTRKqIVbSLa0DqiNa0jWtOkThMahTWiUe1GVfbaLYmqquSYctgav5XZG2bb9tcOqk3DsIacyjpVZniF5uHN6dOkD72b9qZv0740D7d7Qx9KOcSX/33J78d/x6KIGMPhweGMbj+a6zpfR4cGHcoty8rDK3lzx5vkF+cTFBDEPRfew83db7Yt6fcnTBYTa2PX8vWBrzmYchCAwIBAru14LdP6TCvTyJyWn8btP97OmZwzdGzQkY+u+YjaQbW9XXT3cs89wgnCyv/+B1df7dUiyPnVM4wePZqkpCQWLVpEcXExt99+O/369ePLc6sSExISGDZsGMuWLaN///7Exsby5ZdfcuWVV9KgQQP27dvHQw89RIsWLdi0aZNTx9RMW5bMpL5hA9St67uySCQS7aEowkPMyp49vitLFZFG2RqAtZHT09NJS0uzuVV7DbPZ0Rvuzz8hyDnvjfKwWCzExcV5X4ub2bMH7r1XJT+/iNtuC+Lhh42+tFFVmzNnxPW/eKkkJVmXVdrFhIZCmzbi1a4dtGoFTZtCkybiusqdulUVcnKEB+yZMxAfDzExwhh74kTpeLi1agnD8eDBMGgQdOggymOxWJg/P5Wvv44CDDz+ONx4o/vK6U00cc7ExcFNN4kGWLIEnPDQKA936NHMjYbE7/H5PLtmDTzzjP19r17Cg9bFgVUL48bBlIPM+m0WqfmphAWG8b+h/+PyNlUPhVSeloyCDPYl7WN/8n72J+/nQMqBUp60JTEYDNQPqU94cDh1gupQO7A2dYLqEBQQJJanYcBoMKKoCgXmAgrNhRSaC8kvzie9IJ2MwgyKLcUVljUyNJJODTrRsUFHOjfsTK8mvWhUu1GlWpLzkll5eCWrjqxySPjVPrI9I9qN4Iq2VxBdT8SHPJp2lHnb5tmW9fdo3IM5l85x2ehdVdzRx+Kz4ll1ZBUrD68kszATEIb1cV3GMbnn5HI9ftML0rn757s5nnGc5uHNWXLtEpdCWWjhfOGff0Ssdivt2sHy5dV6Ku6KHjm/eob09HTuu+8+fvrpJ4xGI9dffz0LFiygTp06gIhd2KZNGzZs2MDQoUM5deoUt9xyC/v37ycvL4/o6GjGjh3LM88843S7aKYtz5yBa68V25GRIrGlh9HEOa0RZF3YkXUh0Fw9vPSSSIwD8OGHwgHIS7haF9IoWwMouawyKCiIkJAQ77uY//678JIFtyw7sQZ894kWN7N6tcozz6gYjQZuv93APff41HnQZRRFJTa2kGPHQjhwwMD+/XDkiPCuLY/QUGGcrV8f6tWD8HDxt04d4XVbq5b9r6KI3yoqsv/NzHR8JSU5hlc4n/BwYYTt1Uu8LrgAgssIwbd4scrChaJt7rnH4LAa0N/QxDljzQR96aXwxhsu/ZQ79GjmRkPi9/h8nlVVuOEGOHnSvu+ll4S7v0s/q4FxA+HN+OS6J/n77N8AjL9gPA8MeICQWiFO/4azWhRV4UzOGeIy4ojLjONE5gnis+JJzksmJT+lUoOqs9QJqkNU7SgahjVkV4Ldq7Ffs368MeKNCr01K9OiqAo7T+9k5eGVbDq5ySGhWPPw5iRkJ9jeh9QKYUa/GUzsPtEn3rHV7WNp+Wn8Fvsba46tsXnFAjSu05gbutzAmM5jiAyNLPf7yXnJzPhlBiczT9KodiM+uuYjWoS38IkWt6GqYgnWf//Z982fX+UEX/afq74eOb/qB0215fTp8LeYB/jsM5GbwIP4/JzWELIu7Mi6EGiqHs4PmellL1lX60IaZWsAmphMVdUWpB0QXj0NG/qmLBrkm29EHjQQ1xvTp/u2PO7GYoHTpyE2VjhLxsaK94mJcC55oUdo0ECETWjeHNq3Fx6w7duL8AQVjZeqCu+/L5w5AWbMgGnTPFfOGsG2bfDgg8Ky/u23Isadj9HE2CjRBZroS/v3w5Qp9vcNG8KKFeKplw4wK2be3fUun+/7HICW9Voy97K5dIvq5rUyKKpCVmEWKfkp5BTlkFecR64pl1xTLsWWYlRUFFVBVVUMBgOhtUIJqRVCaGAoobVCqR9an8jQSCJDIx3ivaqqyhf/fcGCnQtQVIUW4S14adhLdG3U1eUyZxdls/HERlbHrGbPmdI3Kf2b9+e6ztfRu0lvB29craGqKkfSjrDl5Ba2ntrKwZSDWG9NjAYjF7W4iHFdxjGk5ZBK48GeyTnDPb/cw+ns0zSu05hFVy2yeRD7NX/8AU88YX/fsycsXuyTJ/2aGBMlbkFTbWkyiSVtVnbv9m9PFolE4h5uvhmOHhXbq1aBkzG2tYI0ytYASi6rTElJoV27dr5xMT9+HMaPF9tRUbB6dbV/ymKxEBsb6zstbsSqZdeu9rz1lvBSueMOuOsu/7zOqGrbFBUJz9bEROHlmpUlQg9Y/5rN9ldxsaiT4GDhORsUJLbr1YOICPurUSMxFpfl/VoZigKvvy4M5aBy002JzJoVpZt+5pNzprhYhC2Ij4fJk4XHrIu4Q4+mbjQkfo1m5tnHH4d16+zvp00TT5WqiRbn2u2ntjN381xS8lIwGoxM6j6JO/veWWkSMC1qOZ99Sft4ev3TnM05S4AxgHsvvJdbetxSyoO1KloUVWFt7FoW7lno4CFbFs3Dm9OrcS96NelFl0ZdaFu/rdPJwqpLeVrMipmjaUfZm7jX9kovcHyK271xd0a3H83wtsMr9IotyX9J/zHr91lkFGTQrG4zFl29iGZ13XPz5tM+ZjKJ+EoJJdr444+FYbaauKJHzq/6QXNt+dln8PbbYnvWLGGM8RD+MG94C1kXdmRdCDRTD7Gx4j4ToGVLewgDL+JqXUijbA2g5LLKkJAQgoKCfOdifvvt9mVVLsSUVFUVk8nkWy1uoqSWzz4zsGCB2H/99eL+WgvJsaqCP7dNQQE8/TRs3izeP/aYypgx/qnlfHzaLl9+KZZQRkYKz73aridRcYcezd1oSPwWzcyz2dlw+XnxVn/8USwXqAZaHc+zi7J5bdtr/HrsVwAa1W7EQxc9xBVtryi3nFrVcj45RTk8v/l51setB0Ss19mXzqZ1RGvbZ5zRoqgKG09sZPHfizmaJrxHIkMjubPPnYztMhZFVdibuJdt8dvYc3YPMWkxpRKMGQ1G2tRvQ8fIjrSp34YW4S1oXrc5zcObUy+4nlvqMc+Ux8n0k6QWpnIy6yQx6TEcSz9GXGZcqVARoYGhDGg+gMEtB3Nx9MVV9uxdd3wdz254FpPFRKeGnXhz5JvlxputDpqYZ62MGCFCmLiAK3rk/KofNNeW56++3LTJLdeVZR/KP+YNbyDrwo6sC4Fm6qFkEsBt26rnleUirtaFNMrWADQ1mZ5/w7hrl/9ZHT3Md9/Bq6+Ka47LLxfJ6l3MiyZxgtRUeOghOHRI1PfcuSKhucRF0tNh3DjIzRWJiK67ztclsqGpsVHi12iqL61aJQYwKwMHwoIF/rn0ohK2xW/jtT9f43T2aQB6NenFvRfeS++mvX1cMtdQVZUfj/zI/O3zyS/OJyggiLv73c2k7pMqXZpvVsz8GvMrn/77KScyTwBQO6g2t/W8jQndJpTrUZxryuW/pP/Ym7iXfUn7OJJ2hOyi7HKPExoYSv2Q+kSERBAZGklESAQhtUIICggiOCCYoIAgVFTMitn2yjPlkV2UTVZRFtlF2STnJVd4jLrBdenZuCe9m/S2ee9Wx3PXrJhZuHshy/5dBsCQlkN4cdiLlXpX+w3Z2WJuzT5XlyEhwlMoyn0G56oXSUNjosQlNNmWMTEwcaLYDg+H9et9Wx6JROIbli6Fd98V2w8+CLfe6tPiVBdplK0BlFxWmZSURIcOHXzrYl5y2cnNN4ulJ1XEYrEQExPjey1uoCwt69YJ+1VxsXAmfu01ER/VH/DHtvnvP+GVnJwswh/Mny/q3R+1lIfPtDzzjIgh3bkzLFvmtocw7tCjyRsNiV+iqXn2fC8igOefh9Gjq/xT/jAGmiwmPvv3Mz7+52NMFhMAg6IHcXe/ux1isvqDlvNJyk3ixS0v8uepPwHo2KAjj1/8ON0adSulJaMggx+P/Mi3B78lKTcJEEbN8V3HM7H7RCJCIqp0bFVVSclP4UjqEWLSY4jPiud09mkSchJIyUtxq85allq0bdSWlhEt6RDZgfaR7enQoANN6jRxOflYcl4yT/7xJP8m/QvAzd1vZuZFMz2S1Mxnfey11+Drr+3v77vPMb50NXFFj5xf9YNm23LGDBFTFuCttxyT/LgJf5w3PIWsCzuyLgQ+rwcfJ/cqiat1IY2yNYCSyyrDwsKoVauWb13Mz79h/PVXEQS0Sj+hYjabfa/FDZSnZfdueOwxEVc1KkrEOe3qes4Pj+NPbaOqIufU/PkiZm2rVuJ5QYsW1v/7j5bK8ImW7dvh/vuFIfbTT92aJdcdejR7oyHxOzQ3z546BWPH2t9HRIhlGBERVfoZfxoDk/OS+fjvj1l5ZCUWxQJAv2b9uKXHLQyKHoQBg99oKYmqqvx89Gfm75hPTlEOAKPbj+aevvfQuG5j9qfs59sD3/JH3B+25f6RoZHc0uMWru9yPbWD3L+st8hcRFJeEpmFmWQUZJBRmEFWYRZFliKKzEUUWYowWUwYMFDLWMv2qh1Um/DgcMKDw6kXXI/I0Eia1mlKsDHY7e2iqiq/x/7Oq9teJbsom9pBtZlz6Rwub3N55V924Zhe72NHj8Itt4iA+CDi6X31lVuWWLmiR86v+kGzbWk2w0UX2d/v2CGSyboRf5oDPY2sCzuyLgQ+r4chQ0TsQRA39G3aeL8M53C1LqRRtgZQ8maxTp06GI1G3w8gp087LmOu4pMNVVVRFEUbWlykIi3x8cKR+MQJcX39xBNwzTXaXoXqL22TlwcvvyycOAGGDYPZsx3DUvmLFmfwupbCQpHY78wZscTs4Yfd+vPu0KPZGw2J36HJefapp+D33+3vr74a/ve/Kv2EP46Bp7NP8+FfH7Lm2BpbjNTWEa0Z23ksI9uOpEHtBn6jpSQZBRm8t/s9fjzyI+Vdkndt1JXxF4xnRLsRHk/Q5S480cfS8tN4eevLbDyxEYDODTvzyvBXaBHewi2/Xx5eP18URWSG3bfPvu/ddx0NVS7gih45v+oHTbfl1q0wc6bY7tFD5CtxI/44B3oKWRd2ZF0IfFoPa9aI1ZgAAwbAe+959/jn4WpdODvOyqCfOkBRFGJiYlCsT9N9SYsWjkspV66s0tc1pcVFKtLSsqVwMBwyRCTWnTtXJKLKzfVBQZ3EH9rm779hwgQxnhuNwvD9yiul8wT4gxZn8bqWxYuFQTYqyqXs7+Whp7aR6AdN9csXXnB8//PPIo57FdCUHidpEd6CuZfN5aeJP3Frj1upHVSbE5kneHPHmwz7ZBiP/P4Im05soshc5OuiOo2qqmQVZdGyXkvbsvvCwkKHzyy+djHLxi7j6o5X+41BFtzbx8yKma/2f8UN397AxhMbqWWsxV1972LpdUs9bpAFH5wvv/ziaJC99lq3GWTBP89/SQ1j8GD7CpB9+6o8x1WGPAfsyLqwI+tC4LN6KCy0G2QB3nnHu8cvA2/VhfSU9WM06cEDYLGIJxtWqpA9U09PqJzRoigijvWiRWK7WTNxv92jh3fL6gxabhuTCRYuhC++EKELmjUToRZ79iz781rWUlW8quXoURFo3WKBN96ASy91+yGkp6xES2h2nj14ECZPtr9v0kQsba5Tx6mv62EMzDPlsTpmNT8d/YmDKQdt+0NqhTAoehBDWw9lYIuB1A+t78NSlibPlMfexL3sTNjJlvgtnMo6VeHnG9dpzK09bmVMpzGEBoZ6qZSu464+tuP0Dt7Y/gZxGXGA8I6dc+kcOjTo4K6iVopXz5fsbLj+esjIEO8bNoRvvhFJj9yE9JSVgB+0ZUGB8F6x4sbs63qYA92FrAs7si4EPquHiy+GonMP1j/7zK3h8aqLtzxlpVHWj9FcrLuSHDrkmCXPyTAGPo9h4kaqomXfPvFg6MwZEcJgwgThhBimoQTCWm2bnTvh1VdFSAgQ0TNmzaq47rSqpTp4TYvJJIxAx47BZZeJBCQeQMaUlWgJTc+zkycL46yVa66BOXOc+qrexsDDyYdZHbua9SfW25JhWWkX2Y6+TfvSt2lfujbqSpM6TbymWVEVTmef5kjqEfYn7+fvxL85knrEFn4BIDAgkH5N+zGk1RAua30ZEUERYISfj/7MR39/RHJeMgDhweHcdMFNjL9gvOYMzWXhah/768xffPjXh/x19i8AIkIiuOfCe7iu83UeSeZVEV49X154wXGV2fz5cMklbj2EjCkrAT9py23bROZ1ECu0Vq92y8/qaQ50FVkXdmRdCHxSDytWwIsviu1Bg2DBAu8ctxJkTFlJpWgqK3RZPPoobNggth97TMShrASfZ/tzI1XVkpsr7Fy//CLeN2kiQgcOGuThgjqJ1tomJQXefNMeWrFhQ1Ffzty7aE2LK3hNy3vvwSefiOVk33wDkZEeOYw79PjFjYbEL9D0PHv+qhQQmSOHDnXiq/ocA41GI0fSjrAhbgOb4zcTkxZT6vPhweF0btiZDpEdiK4XTfO6zWke3pwmdZpUKzyAoirkmnJJyk3idPZpTmWf4nT2aeIy4jiSdoT84vxS32kR3oI+TfswuOVgLmpxEWGBYaW0BAQEYLKY+OnIT3y27zNOZ58GICggiOFth3N9l+vp0biHZm8cq9PHFFVhx+kdfLr3U5sxNjAgkBu73sgdfe4gPNg347nXzpddu+Cee+zvR4yAl15y+2Fc0SPnV/3gN215yy1w+LDYfv55xzB51URPc6CryLqwI+tC4PV6SElxPK937RJxCDWAq3UhjbI1AM1PpooC/fvb3//xR5UzRNdEduwQ1+Bnzoj3gweLh8Q+TDyoKfLz4csvYdkysW00wk03wd13Ox0lQ1JV/vsPpk0T5/S8eXC557JcuwPNj40Sv0HzfWnnTrj3Xvv7+vXh66899tDE38goyOCfxH/Yc2YPexP3EpsRi0WxlPv5sMAwIkIiiAiJoE5QHQKNgdQy1iIwIBAAk8VEkbkIk8VEXnEe6QXpZBRmVPibQQFBtI9sT+eGnenTtA99mvYhqnZUlXQoqsL6uPV8+u+nHEo5ZNvfLrId13W6jhHtRtAgrEGVflNL5Jny+OnoT3xz4Bvis8Syl8CAQK7rdB1Tek2hcZ3GPi6hFygoEBcz1ou/xo1h+XK3hi1wB5ofEyVO4zdtaTY7xlT+/Xc5x0kkekFV4cIL7e9/+EEk39EJ0ihbAyi5rDIkJISgoCDteUycPCliY1mpJIyBqqqYTCZtaqkirmgpKIAPPhDX4xaLMDzecINIxuur6xBft43ZDD/+KOolPV3su+AC4R3bqVPVfsvXWtyJx7UUFsLNN4v4EFdeKbLSeRB36PGbGw2J5vGLeXb6dJHl0MqllwqP2QrKWVPHQJPFxPGM4xxJPUJsRiyns0+TkJNAQnYChebCCr9bGeHB4bQIb0F0eDQtwlvQsl5LOjXsROuI1tQy1nKLFlVVOZBygB8O/cBvsb/ZkpoZDAb6Nu3LiHYjuLzN5USERLikxR1UpsWsmNl+aju/HvuVTSftCdpqB9VmTKcxTOo+STPGWK+cL2+8IS76rHz4IfTp45FDuaJHzq/6wa/a8vw46i560ulpDnQVWRd2ZF0IvFoP990nPNJArBSZOtWzx6sirtaFNMrWAEouq0xJSaFdu3badLWfP1+4NgKMGyesaOVgsViIjY3VrpYq4A4tJ0/C22/D5s3ifXCwMM5OngwNvOwU46u2KSoSxtjPP7c7kDRvLpzDhg+v3jWZ7GdV4KWXxFPLqCiRSMjDF+7u0ONXNxoSTeMX82xhoVhSUZJKQgbJMdARVVXJMeWQWZhpe+WacjErZttLVVWCawUTFBBEcEAwoYGhRIZGEhkaSURIRLVCH7iiJdeUy+qY1aw5toZ9Sfts+w0GAxc0uoBB0YO4OPpiujTq4vUYrFC2lpyiHHYm7GRr/Fa2xG8hqzDL9vk29dswvut4rup4lS2cg1bw+Pmyb5/jjei0aSKxgIdwRY+cX/WD37Xlm2+KjL4g5ry33qr2T+lpDnQVWRd2ZF0IvFYPmzbBww+LbaNRPGzRGK7WhTTK1gD8ajLt18++vWQJ9Ojhu7L4Ibt2wbvv2nO6BAWJhFYTJujKw9+BzExhC1y+3J6EODJSeAuPHQuBgT4tXs1g7Vp48knhcffee47hSDSMX42NEk3jN31p714xOJbk88+hc2efFEfiXc7knOGP43/wW+xvHEk94vC/OkF16NG4Bz0b96Rnk550bdTVa0bPrMIs9iXt49+kf9mbuJd9SfsckpxFhkYyst1IRncYTZeGXWqmZ1J+Ptx4IySdS1DXvTt89BHUcs672tv4zZgoqRS/a8vzlzk7GUNdIpFokORksQLTyp9/CgOHzpBG2RpAyWWVQUFBhISEaPeCNj/fMQNTOSeeqqoUFhZqW4uTuFuLqsL27WJF2/799v2DBokwZAMHejYmtjfaRlWFbeH772HdOiguFvubNoVbb4UxY4S3sOvHkf2sUhISRNiCvDzhwVMy+YgHcYcev7vRkGgWv5pn586FVavs75s2Fd7tZQTblmOgNnGHluS8ZLaf2s62U9vYmbCTPFNeqc80q9uMdvXb0S6yHS3rtaRJnSa2V1U9fk0WEyl5KSTlJXE25yyxGbEczzjO8YzjnM46jfG8C5PWEa25OPpiBrccTJ+mfQgwat8byaN97PnnxXIgEBdxK1dCs2buPcZ5uKJHzq/6wS/b8vz7yd9+q9bSQT3NG64i68KOrAuBx+vh/ES1X34JHTu6/zhuwNW6kEbZGkDJZZVpaWm0adNG2672O3aIuCFWyogva7FYiIuL074WJ/CUFlWF3bvF+LVtm3gPYnX56NHioVO7dm47nA1Ptk18vIjb/9tvEBdn39+5M0yaBFdc4V6nEdnPKqG4WCyfPHgQevYUTwK8VE/u0OOXNxoSTeJX82xhIQwZYp8UQGRvf/HFUvFl5RioTdytxaJYOJp21MFbNTkvucLvhAWGUTe4LnWD6tqSnRkMBgwYMBgMFJoLyS/OJ684j1xTrkMIgvMpKiqiQ1QHejXpRc/GPenbrC8twlu4rMvbeKyPbdgAjz5qf//uu44JjTyEK3rk/Kof/LYtzw/3sWNHlW8S9DRvuIqsCzuyLgQer4chQ0QCHYBZs4QTkEZxtS6kUbYG4JeT6WOPwfr1YruS+LKSyjl1Cr79Fn76CXJy7Ps7dBC5XoYMgS5dPOtBWx0UBY4eFQ7Tf/whtq2EhMCoUaJ7dO3quzLWaKxxoMPDxd8mTXxdoirhl2OjRJP4XV86erT0xe2TTzom3JTUaLIKs4jNiCU2PZZj6cc4k3NGeLnmnqWguKBavxkUEETjOo1pXLsxbSLa0LZ+W9pFtqNd/XbUC6nnZgU6ISVFPEm3osEEJ2Xhd2OipFz8ui3few8++URsN2wIa9b4tjwSicQ55s2Db74R2127wrJlvi2Ph5FG2RpAyWWVAQEB1K5d2z9c7UvGl337bbj4YttbVVXJy8vzHy0V4E0tJhNs3QqrV4u/ZrP9f5GRIrRB797i1bJlhUm5y8UVPaoqDMj79on4uDt2QHq6/f8BAWIVwxVXwGWXQZ06VS9f1coj+1m5rFkDzzwjtt94Q1j3vYg79Pj1jYZEU/jlPPv11/Daa477zovlLsdAbeJLLdZkZ1mFWeSYcsg15ZJTlCOSnKHaYsEGBwQTFhhG7aDa1A6sTcOwhoQHh5cqr2yXClAUkRTg+HHx/uKLRRIjLz1Bd0WPnF/1g9+35dix4uYCYOJEe8IgJ9DT+OQqsi7syLoQeKweVq+G2bPt73fvrp5Rwou4WhfOjrPajCIvqRKqqpKcnEzr1q39YwDZvNkeD+jBB8UJGhUF+KGWCvCmlqAguPxy8crKgi1bxGv7dmH8/OUX8QJhpO3SRXjTduwI7dtD8+aVx2p1Vk9BAZw8KcIQxMXB4cMiBm52tuPnQkNFvP7Bg0W5IyJcq4OqIPtZORw9KuLbAUyZ4nWDLOirbST6wa/65fjxYvDfutW+b+pUOdf6Ab7UYjAYCA8OJzzYPcYZ2S4V8O67doOs0ShCjHhxSZOe2kZSg/nuO3tcyuXLRTLaIUOc+qo8B+zIurAj60LgkXo4eNDRILtpk+YNsuC9PiE9Zf0Yv37CefAgTJ5sf799OwQG+q48OqW4GP75R4Tv/ecfOHBAeNWWRWSkyC3RuDHUqydWroeHQ1iY8GQ1GsVLVUWc/YIC8crMhNRUkUQxJQXS0sr+/aAgsUqhZ0+RnKxHD9nkmiIrS2RTO3NGNNBbb2kv7oWT+PXYKNEUftuXMjNFDJiST8OaNRM3sTrMbiuR+A3bt8P999vfr1rl8cRe7sRvx0RJKXTRlpmZMHy4/f1330Hr1r4qjUQiKYvUVBGb0MqKFRAd7bvyeBEZvqAGUHJZpcFgoG7duv71VGfZMliwQGwbjbBzJyqQk5Pjf1rKQFVVzWkxmeDQIeEQGRMjXrGxwshaOSoWi0JAgBGoWE9EBLRpI17t20O3bsIr153JulxBi21TXdyixWIRN4m7dkGLFuLc9NEFujv06OJGQ6IJ/Hqe/e8/uP12x33nEn/JuVabSC3axG1akpNFNlYrS5eKCyQv44oeOb/qB9205fmJv9atE94lFaCn8clVZF3YkXUhcGs9mEzC2cfKe+/ZPdz9AFfrQoYvqEGoqkpmZiZ16tTxrwFk8mQxcR44IOJrPfww6uuvk5GR4X9aykBVVc1pCQoSnqo9e9r3qapIEnbmDJw9C0lJwrkqJ0f8zc8XzWOxQFZWHuHhdaldWyTkCguDunWhUSP7q0kT74YiqA5abJvq4rIWVRWxY3ftEjEl3njDZwZZURz9tI1EP/jlPNu9u0im+dJL9n2//w6dOqHeeqtuzjM9jRlSizZxixaz2dEgO3euTwyyoK+2kUjo0UMsi547V7wfNkxkEq5gVYg8B+zIurAj60LgtnqwWBwNsrNm+ZVBFrzXJ6SnrB+jiyeciiJiAFnxk+yzEolu+PJLmD9fxPWZN09kWvNzdDE2SjSBLvrSCy/AypWO+15+WWRWlEgk3mHwYCgsFNvjxokHJn6ILsZECaDDtpw/X1zTWtm1y2/DcEkkfs/5Np5Ro8T1aA3D2XFWjlQ6wOrB45f2daMR1q+3vVUXLiT3p5/8U8t5+HW7lIGe9Egt51i/XmR8Bpg5UxMGWT21jUQ/+HW/fOyxUh556pNPkr11q3/qOQ+/bpvzkFq0icta7r3XbpBt2RKefNJ9hasGemobicTGrFnCa9bKhAliNVgZyHPAjqwLO7IuBC7Xg6rak7qDWKLrpwZZb/UJaZR1Ay+++CKDBg0iLCyMCCfXbauqyuzZs2natCmhoaEMHz6cmJiYah3fGuvCbweQ8HAR8PkcQU8/jfrvvz4skHvw+3Y5Dz3pkVoQ8SafeUZMnOPHw803e6aAVURPbSPRD37dL4OChAdR06YOu0PuuQf15EkfFcp9+HXbnIfUok1c0rJwIezcaX///fc+zzitp7aRSBz4+GP79vHjjkn1SiDPATuyLuzIuhC4XA833WR/EBkV5Xhe+hne6hPSKOsGTCYTN954IzNmzHD6O/PmzWPBggUsWrSInTt3Urt2bUaOHEmhtQNXAaPRSHR0NEZ/XqIRHQ3vv48BCAoKwnjHHSILlR+ji3YpgZ701Hgt8fHCo8BkgiFD4OGHfX6TaEVPbSNxH75++On3/TIyEt5+G+rUAbDPtTfcAOnpvi2bi/h925RAatEm1dby88+wZIn9/c6dmphr9dQ2EokDBgNs325/v2MHzJlT6mPyHLAj68KOrAuBS/UwbZp4IGLll1/cVzAf4K0+UbN7nJt47rnneOihh+jevbtTn1dVlbfeeotnnnmGMWPG0KNHD5YtW8aZM2dYeX7cNydQFIX09HQURanydzXFhReiPP44ZrMZFWDiRGE88lN00y7n0JOeGq0lMRFmzICMDOjcGV58EQICPFvIKqCntpG4D18//NRFv2zbVsSNDghABftcO2KEyOzop+iibc4htWiTamnZtAn+9z/7+40bNTPX6qltJJJSBAbCtm3297/8AgsWOHxEngN2ZF3YkXUhqHY93HYblFztvGuXJh5EuoK3+oQ0yvqAuLg4EhMTGT58uG1fvXr1GDBgANtLPt2rAgUFBe4qnm+5/nryrrnG/n7cODh71nflcRHdtMs59KSnRmpJTxfJ9JKSoHVreOcdCAvzaNmqg57aRuIefP3wE3TSL/v3F2FLAKXkUqzLLgM/1qeLtjmH1KJNqqRl+3axAsXKjz/avNS1gp7aRiIpRXCweDBiZdky+OQTh4/Ic8COrAs7si4EVa6HW26BAwfs73fu1E2iPW/0CX3UlJ+RmJgIQOPGjR32N27c2Pa/sigqKiI7O9vhZaV58+YANiu+oijlbltjYpS3bbFYKtxWVbXUNlDhtvX45W1by2g0Gqn7v/+JJdWACqjXXANJSX6nCaBp06YYjcYKy+4vmoxGI01LxCT0Z00Gg8GlttGSJhDnv8FgqLi82dmo996LGh8PTZuivPsuSr16mtNUsm3KGiOc3ZbUbKr78LMmzLNccw3qAw8QGBiIgXPzLMCQISiFhX6nqapto2VNcp7VpiZwcp4FlJ07Uc/FsVQBZelSaN5cU5pcnWclEr+gdm344w/7+/feg8WLAbEkuXnz5jV+mTrIuiiJrAtBleth4kQ4fNj+fudOzawMcRVv9Yma3eMq4IknnsBgMFT4Olyy83mBl19+mXr16tle0dHRACQlJZGamkpycjKpqam2fenn4sSdPXuWzMxMABISEsjKygLg1KlT5JxbsnjixAny8vIAcTNrXd4ZGxuLyWQCICYmBrPZjKIoxMTEoCgKZrPZFqPPZDIRGxsLQGFhIXFxcQDk5eVx4sQJAHJycjh16hQAWVlZJCQkAJCZmcnZs2dRFIW4Eyc4O2sWdO2K2WzGbDbDVVeR8u+/fqUpPT2do0ePoijC7T0pKQmA1NRUv2wnRVE4ceIEZ86csenzV00ZGRkcPnwYRVFsfc9fNZ08eZLU1FQyMjJKnU9WTclxcTBzJuZDhyiuUwcWLiRJVTWpKTs7m4MHD6IoSpljhLPtJKnZVPfhZ02YZwFSR40i6ZprbGEMzGYzAOYBA0hPSfErTWfOnLGNA/42fst51j80OTPPJiUlwY4dWO66y3Y+pc2dS3qTJprT5Mo8m5ycjETiN0REwOrV9veLFsGiRSiKQmpqqnzIALIuSiDrQuB0PagqXHONYx6gXbt0Y5AF7/UJg2p99CpxICUlhbS0tAo/07ZtW4KCgmzvly5dysyZM20XXeVx/Phx2rVrxz///EOvXr1s+y+99FJ69erF22+/Xeb3ioqKKCoqsr3Pzs4mOjqatLQ0ioqKaNSoEUaj0eaVAJS5bTUql7dtsVgwGo3lbgM2jw7rdkBAgO1pe1nbqqransiXtV2yoycmJhIVFUUtRUG94QY4c8buzbNiBcboaL/QZDabSUpKcvB6qaxttKzJoW1q1XJahxY1WSwWEhMTq902WtJksVhISUkhKioKg8FQuozZ2Rjuvx/DgQOo4eGoixZh7NhRs5pKto3BYCg1RjiznZubS7169cjKyiI8PByJNnniiSd49dVXK/zMoUOH6Ny5s+29s/Psn3/+ycUXX8yZM2cczvPx48djMBj4+uuvy/xeTZhnbfNTYiJNv/4aw/LlALZ5FsCwfTvKuYtqrWtSFIWUlBSn20bLmkDOs1rUVOk8qyiwdi3Gp5+2n0MvvYRyzlNfa5pcmWczMzOpX7++nF91QHZ2ds25VkpNhVGjbG+VyZNJuvFGGjdu7HEPOK2jKApJSUmyLpB1YcWperBYYMAAx327dukmZIEVV/uEs+OsNMq6EWdvFlVVpVmzZjzyyCM8fC7mVHZ2NlFRUSxdupQJEyY4dbwaMZnm5sLYsSIpkZUffoCWLX1XJonEX8jOhvvug4MHITwcFi4Uyb10To0YG3WAFh9+no/u+5KqimR/ZcXZ/fNPKFH3EomkHL77Dl55xf7+0Ufhppt8Vx4PovsxsQZR49oyPV0ktrQyYQI88ojvyiOR+CsmEwwaZH8fFARbt+rOIOsOnB1nZc25gfj4ePbu3Ut8fDwWi4W9e/eyd+9ecnNzbZ/p3LkzK1asAEQsp5kzZ/LCCy+watUq/vvvPyZPnkyzZs247rrrqnx8RVFITk528Db1V0ppqVMHvv7aMUHCuHFwbmmWltFTu4C+9NQILdnZIqnXwYNi+daiRX5hkNVT20gqplGjRnTu3LnCV1A1jYJt2rShSZMmrFu3zrYvOzubnTt3MnDgwCr/nt76pU2PqsJTT4l5df58Wzx3QFxw5+f7rpBOoqe2kVq0SblaVBU+/tjRIPvAA5o3yOqpbSQSp4mMhLVrAbEqpPjzz1EfekicxzUYOR7YkXUhqLAecnIcDbIdO8K2bbo1yHqrT+iz9rzM7Nmz6d27N3PmzCE3N5fevXvTu3dv9uzZY/vMkSNHbPGjAB577DHuv/9+pk+fzoUXXkhubi5r1qwhJCTEFxK0TWQkfPst1K1r33fTTfDvv74rk0SiZdLS4O67RdD1+vXhgw/EpCmR+Cm+fvipa4xGYZi95BJ48024+mr7/y65BEpcu0gkknNYLDBvHrz/vn3ffffB5Mm+K5NEIqmY+vWhxMNatmyB66+HGm6Ek0icIj4eLrvM/n74cPjySzAYfFcmnSDDF/gxNW7ZSXKyWGpSIhs28+eLm0aJRCI4fRruvRcSEsQDjUWLoG1bX5fKq9S4sbEGMGXKFD799NNS+zds2MDQoUMBYYj95JNPmDJlCiBCBc2ZM4cPP/yQzMxMBg8ezMKFC+lYhQcUNbYvvfUWfP65/f3330OrVj4rjkSiKfLy4MknRYgPK3fdBXfe6bsyeYkaOybqkBrdlgUFjitDALZvh8BA35RHItE6f/4pVoJYmTzZ8b2kTGT4ghqEoiicPXtWF672FWqJioKvvoIGDez7Zs2CVau8V8AqoKd2AX3p0a2WI0dg6lRhkG3eHJYs8TuDrJ7aRuI+li5daktUU/JlNciCMMJaDbIgjLRz584lMTGRwsJC/vjjjyoZZEuit35ZqZ6ZM4XXn5XrrxcJHDSIntpGatEmDlrOnhXzbEmD7NSpcMcdvitgFdFT20gk1UEJDubsDz+glvTwGzhQ5DKpYcjxwI6sC0Gpevj4Y0cD7HPP1RiDrLf6hDTK6oRAHT3Zq1BLVBR8+ik0aWLfN3euMD5p0OlbT+0C+tKjOy179ggvnfR0Eargk0+gRQtfF61a6KltJPpBb/2yUj1TpsCrr9rf33OP8JjVIHpqG6lFmwQGBooY7bfd5pjX4N57xbnhZ8s39dQ2Ekl1CAwLQ92+Hdq0se8cOhROnfJZmXyFHA/syLoQBAYGCtvKvfc6hulZtgyuusp3BfMB3ugTMnyBH1Ojl52kpIhB4vhx+74rr4RnnpHZoiU1j9Wr4fnnobgY+vaFN95wTI5Xw6jRY6PErci+hDBElYyTOW6ciEErkdQkfv5ZzLMWi33fY4/B+PG+K5MPkGOifpBteQ5Vhaefht9/t+9bsMAxmZFEUtMoLITBgx33/f67CI0ncRoZvqAGoSgKCQkJunC1d1pLo0bw0UfQtat93+rVMGMGZGR4tpBOoqd2AX3p0Y0WRUF5911MTz6JWlwMw4bBO+/4tUFWN20j0RV665dV0tO1qzBIWfnhBxg1CsxmzxWwCuipbaQWDVJcjPLKK5iefhq1pEH2uef81iCrm7aRSKqJwzlgMMBLL4mHLFYeeEDcZ9YA5HhgR9aFQImJwTRgAA6em3/+WSMNst7qE9IoqxNCQ0N9XQS34bSWevVEEqM+fez7/v1XLC0r6UHrQ/TULqAvPX6vpaAAHn8cw9KlGA0G1Ntvh5df1oWnuN+3jUSX6K1fVklPkyawaZP9fWoqXHQRpKW5v2DVQE9tI7VoiJQUuOsuDN99h9EaniAoCF5/3e+Xb/p920gkLlLqHBg/HhYvtr//4ANxT1nyYYxOkeOBnRpfF998g2HiRPucd/nlsHu3Lu4vq4s3+oQMX+DHyGUn5ygqEllwN2+27wsLE8vMLr3Ud+WSSDxFUpJIcnfkiMgU++yzInyHBJBjo8R9yL50HhaLCF+QkGDf9+GHjg9HJRI9sHcvPP6444OHyEh480244AKfFcvXyDFRP8i2LIfk5NLX1HLZtkTvKIpIWrl/v33fiy/CyJG+K5MOkOELahCKonDq1ClduNpXS0twMLz2Gtx4o31ffj48/DC8954YZHyAntoF9KXHr7Xs3Ak33ywMsvXroyxcyKnu3f1TSxn4ddtIdIve+mW19QQEwI8/ijHIyvTpwjDro2f8emobqUUDKIrwlps+3WaQVYH8xo1RlizRhUHWb9tGInETFZ4DUVGwdau4v7QyYoS4/tYhcjywU2Pr4swZ6N/fZpBVgYT330e54grflksDeKtPSKOsDjAYDNStWxeDn2V+LYtqawkIELGAHnrIcf8nn8B99/kkzqye2gX0pccvtSgKfPyx6M9ZWdC5M3z6KYZevfxPSwX4ZdtIdI/e+qXLembNEg9DrXz4oYgzm5fnngJWAT21jdTiY5KTRW6CRYscH+j364dp0SIMzZv7rmxuxC/bRiJxI5WeAyEhwjB70032fffeC/Pm+ewBpKeQ44GdGlkXX30F115rfx8WBn/+Se0OHWpWPZSDt/qEDF/gx8hlJ+Wwfj088wyYTPZ9jRuLiVQHHg6SGkh2NsyeLS4QAcaOhUcfrdHxfSpCjo0SdyH7UiWcOiXGo5IsW+aYhFMi8Qe2bIH//U889CzJpEki6U9AgE+KpTXkmKgfZFs6ya5dcM89jvvWrRO5TSQSf8VkgquvhvR0+74HHoDJk31XJh0iwxfUIBRF4eTJk7pwtXeLlssvF8HZS8b+SUqCadPEzaKX6klP7QL60uNXWv7+WywV3rpVGGFnz4ann7YZZP1KixPoTY9EH+itX7pNT3Q0bNsGrVrZ902e7NVwBnpqG6nFBxQUiIf2Dz3kaJANCREZ2R96CMVg8A8tTuI3bSOReIgqnQP9+4uYsiUZNgw2bPBM4byMHA/s1Ji6+OsvGDTI0SC7YoXNIFtj6sEJvFUX0iirAwwGA/Xr19eFi7nbtHTvDp9/Dt262feZzbBgAdx/v8gc7WH01C6gLz1+ocVshoUL4e67ITERWrSApUsdl5jgJ1qqgN70SPSB3vqlW/UEB8N334m51cqHH8LQoXKurSJSi5fZuxcmToRvvnHc37y5CH81YgTgJ1qqgN70SCRVpcrnQGSk8Jg9NyYAYsXanXeK63U/Ro4HdnRfF2azSOZ11132fV26iHjJ0dG2XbqvhyrgrbqQ4Qv8GLnsxAlMJnjlFVi1ynF/RIRYpjZ4sC9KJZFUzOnTIgSHNQPmNdeIi7+wMN+Wy0+QY6PEXci+VEUOHiy99O2FF0S8WYlEK5hM4qHnF1+U9ugeMQKefBLq1vVN2TSOHBP1g2zLavLXX45GLRCOQJ07+6Y8Eokz7NsnDLIlef118QBd4jFk+IIahKIoHD9+XBcu5m7XEhQEzz4Ljz/uGA8sMxNmzhRL1goL3XOs89BTu4C+9GhWi6LA99+LcAX794ubwpdfhjlzyjXIalZLNdGbHok+0Fu/9Jierl1h82bHVSrPPCMMtefH6nQTemobqcUL/PefiBP7+eeOBtnQUDHXvvhiKYOsZrVUE73pkUiqikvnQN++Yp4LDbXvu+UWeOQRv/SaleOBHV3WRXGxeIhQ0iBbv74Ii1eOQVaX9VBNvFUX0iirAwwGA1FRUbpwMfeIFoMBbrwRFi+Gpk0d//fNN8IAtm+f+45nO6x+2gX0pUeTWk6dEqEKXn4Z8vOhTx9YvhyuuKLCr2lSiwvoTY9EH+itX3pUT1iYCLXywgv2fQcPihh8Gze6/XB6ahupxYPk5IiVU1OnQlyc4/+6dBFes9dcI64Zz0NzWlxEb3okkqri8jkQFiaSAz76qH3fxo1w0UVivvMj5HhgR3d1sW4dDBwovLutvPQSrF0r4qaXg+7qwQW8VRcyfIEfI5edVIPsbHGjuH69436jUTzlvPtumdFe4l0UBb76Ct57D4qKxCR5330wfrzol5IqI8dGibuQfclFEhPFWJafb9/Xrh28+y40auS7cklqDqoqbkxfew3S0hz/FxAgksDefjsEBvqmfH6GHBP1g2xLN5GRUdqB4qKL4I03RMx1icTblNUnw8Ph559lKDwvI8MX1CAsFgvHjh3DYrH4uigu43Et4eHw6qsinEHJC3BFgWXL4I8/3HYoPbUL6EuPZrQcPiy8dubPFwbZfv3g669hwgSnDbKa0eIm9KZHog/01i+9pqdJE+E9NGuWfV9sLIweLR5GuWE5mJ7aRmpxM2fOiFBVTzxR2iDbpYsIYTB9eqUGWU1ocSN60yORVBW3ngP168OePeLe0sqOHXDxxfDrr67/voeR44Edv68LRRH3lOcbZN99VzikOWmQ9ft6cCPeqgvpKevHWC3vmZmZBAUFERIS4vdu5qqqUlhY6B0tR4/C7Nlw7Jh93x9/iCRgbsCrWryAnvT4XEt2Nrz/vshYrqpikpw5E8aOLXPpZEX4XIubcYce6f0hcRd6nGfBR+NGYiJMmQKpqY77ly+HDh2q/bN6GgOlFjeRnw+ffCJCEphMjv8LDBTx9W691THXQAXoqV3ANT1yftUPNbktPXZOZ2WJMCglV4eA8FBs0sR9x3EjehvfXMGv62LDBsdwGgDDh4s46U7OdVb8uh7cjKt14ew4K42yfkxNnkzdhskkYs0uXSqeLjVoILLuykyEEk+gKOLCbMECkWwOYORIePBBiIryadH0hBwbJe5C9iU3o6rw44+O8WYBLr8cnnrKbQ9FJTUURYHVq4VX0PnGf4BBg0QynpYtvV82nSDHRP0g29KD/PknPPCA475hw2DuXBnSQOJe4uNh3LjS+3/8EZo39355JA7I8AU1CIvFwtGjR3XhYu51LUFBcM89wqOidWuxvO2RR8RSy7NnXfppPbUL6EuPT7T8/bfwEps7Vxhk27aFRYvEE0wXDLJ6ahfQnx6JPtBbv/SZHoMBrrtOrEoZNMi+f/164dHx+edVzl6tp7aRWlzg33/FHPu//5U2yDZrJpZ0vv12tQyyemoX0J8eiaSqePwcGDRIhDC4+mr7vnXrREiDZcvcErrHXcjxwI5f1UV2tojZf75B9tVXRTgNFwyyflUPHsZbdSE9Zf2YkssqQ0JCCAoK8nsXc1VVMZlMvtFSVAQffQSffQYWi0i4NH063Hwz1KpV5Z/zqRYPoCc9XtVy/Ljw2tm8WbwPCxP9asKEavWr89FTu4B79EjvD4m70OM8CxoaN/bvF4a081mwQGQMdqJsmtHiBqSWahATAwsXikzo5xMcDLfdJl4ueKfpqV3ANT1yftUPNbktvXpOJyY6GmetLFjg+HDSR+htfHMFv6iL/HzhQLZrl+P+CROEU5kbkkT7RT14CVfrQoYvqAHU5MnUoxw/Dq+8IjwbQXg0PvSQuEGUSJwlJQU+/FAsH1EUMUmOGycMspGRvi6drpFjo8RdyL7kBRRFxNeeN89xf1CQWE3Qo4dvyiXRNgkJon+sWSPCYpTEaIRrrxXzrQwN5FbkmOgZXnzxRX755Rf27t1LUFAQmdYQVxWgqipz5szho48+IjMzk4svvpj333+fDk7G6JZt6WX+/luMSeezdCl06+b14kj8DJNJhH5avdpxf9u2YsVv7dq+KZekQmT4ghqExWLh8OHDunAx14SWtm3hgw/EEriICGGkvf9+8YqNdfpnNKHFjehJj0e1pKTA66/DmDGwYoUwOAwdCt9+KzJAu9kgq6d2Af3pkegDvfVLTekxGsUSvI0b4YYb7PtNJpg6VYylFcy9mtLiIlKLEyQmiuWZ48aJzObnG2QvvRS+/hqeecZtBlk9tQvoT48eMJlM3HjjjcyYMcPp78ybN48FCxawaNEidu7cSe3atRk5ciSFhYUeLKk+8Mk50KcP7N4t7gVKMmUK9OsHhw97rywlkOOBHU3WRWGhsEkMGuRokA0PF++/+cbtBllN1oOP8FZdSE9ZP6bkssqwsDBq1arl9y7mqqpiNpu1oyU7WyQC++YbEefOaBQ3iHfdBQ0bVvhVzWlxET3p8YiW5GTxtHvlSnu25x49RKD/Xr3cc4wy0FO7gHv0SO8PibvQ4zwLGh83kpPFDcj5S/M6dhQxuNu0cditaS1VRGqpgPh4Mcf+8osIMXU+/fuLa7OePV0/1nnoqV3ANT1yfvUsS5cuZebMmZV6yqqqSrNmzXj44Yd55JFHAMjKyqJx48YsXbqUCRMmVHqsmtyWPj+ni4vhrbfEA6TzWb4cnPR2dgc+rwsNoam6yMmBp58WSePO54cfPJqwUlP14GNcrQvpKVvDMLohfohW0JSW8HARn+Xbb0V2aEUR3o/XXiuSRqSlVfh1TWlxA3rS4zYt8fEi3MWYMcJ4bzIJI+zChfDxxx41yFrRU7uA/vRI9IHe+qVm9URFifHz66+hfXv7/qNH4cYbhYfkkSMOX9GslmogtZxHbKy4Mb3hBli1qrRB9uKLxdLNhQs9YpC1oqd2Af3pqWnExcWRmJjI8OHDbfvq1avHgAED2L59uw9L5j/49BwIDIRHH4Vt20Tyy5JMnCg8Z3fuLL0SwEPI8cCOz+siNVXks7nsstIG2c8/F0m8PGiQteLzetAQ3qgLWds6QFEUYmJiUDSUybG6aFZLdLSId/fxx8L70WSCL7+Ea64p1zirWS3VRE96XNaiqiI21KxZcP31Ih5icTH07g3vvy8SxvXv71SSGlfRU7uA/vRI9IHe+qVf6GnXDr76SrxatLDvj4+HSZPEGPvvv/6hxUmklnOoqjBIzJwJN90Ev/3mmK3cYBBhCj77DN5+G7p3d1u5y0JP7QL601MTSUxMBKBx48YO+xs3bmz73/kUFRWRnZ3t8AJs/UBRFKe2rYtsy9u2WCwVbquqWmobqHDbevzytp0tu3XbbDZz9OhR2z6faQoORn36aZRNm2D0aFTAaoZV770X9cIL4ccfUcxmj7WToigcOXLEVjYttZO3+56iKBw9epTi4mLva9qzB7VfPxg1CvXoUXs/CA1F/f572LMHS4cOXjmfzj8/tNZO1dFU3Xay9gnrsaqjyRmkUVYHGI1GOnTooIsnGprX0rOnMMy++664CShpnH3pJTh50vZRzWupInrSU20txcXw++8ik/P06bB5s7h5HDJEJPX68EO48EKvGGOt6KldQH96JPpAb/3Sr/S0by/CwnzzjTDUWlEUmDYN44ABdDhyBKMODEx+1S6VUC0tRUViNdJNN8G998LWrY7/DwkR8Ye//x7eeAO6dHFvoctBT+0C+tOjVZ544gkMBkOFr8NejCP68ssvU69ePdsrOjoagOTkZABSU1NJTU0FICkpifT0dADOnj1rC6eQkJBAVlYWAKdOnSInJweAEydOkJeXBwgvXmtc29jYWEznQnrFxMRgPmdctD4UMJvNxMTEACKubuy5+OGFhYXExcUBkJeXx4kTJwDIycnh1KlTgAjXkJCQAEBmZiZnz54FID09naSkpAo1JSUl0ahRI4xGozY0pabC88+T9dNPZI0cCYDFbBbGweefx9KvH7lPPw3Z2W5vJ6PRSEBAAGazWXPt5O2+ZzQaiY6OJj4+3juaTp4k/4MPoF8/iqdORTlnwDMVFWFp0gRWryb2k08oPBcf3VvnU3Z2NnXq1MFoNGqynaqjqbrtZDQaCQsLs+moqqZYJ/MRyZiyfoweY935VQwTqyfHBx/Af//Z9w8ZArfcgtq7N2aLxT+0OIFftU0lVFnL6dMifs9PP0FGhtgXFARXXy2WmLRu7dHyVoSe2gVkTFmJttDjPAt+Pm6cOQOvvQZbtgDCq0hVVWHkuO46kZSzXj2fFrG6+HW7nEeVtJw+bTe85+eX/n9UFEyYIJb5+mBM11O7gIwp6y1SUlJIqyTMWdu2bQkKCrK9dzam7PHjx2nXrh3//PMPvUqEybr00kvp1asXb7/9dqnvFBUVUVRUZHufnZ1NdHQ0GRkZRERE2DzEjEZjhdtWg3J52xaLBaPRWO42CA+zktsBAQE2r7aytlVVxWg0lrvtbNmt2xaLBbPZTFBQkH3+0JImVUVZvhzDW29hwO49awDU8HDUBQswduvmlnay9o2goCBb3Wilnbzd94xGI8XFxRiNRmrVquU5TSdOYHzmGdSjR+3tam3jkSNRHnsMQ3i4z86n888PrbWTN/uewWDAZDIRGBhYob7yNGVkZBAZGVnpnCmNsn6M9cLIau3v0KEDAQEBvi6WS1gsFmJiYvxLi6rCP/+IOC9bttji/ygdOnD2ootoMmUKAX56g1gSv2ybcnBKi8kk2vP77x0TzjRqBGPHitiG9et7p8AVoKd2AffokTeNEnehx3kWdDJu5OTAkiWon31GYWEhISEh2MxLoaEitFC/fl5dueAqumiXc1SqxWSCjRuFZ+zu3WX/yKBBYr4dMgRq1fJoeStCT+0CrumR86tnqWqir0ceeYSHH34YEG0TFRUlE305gd+c06oKmzbBuWRupbjjDrjlFqhTp9qH8Ju68AIerYvCQhFy54MPyv7/U0+JB48aWMEg+4QdV+vC2XFWGmX9mJo8mWqW+Hj44gv4+WexDA/EcrsRI8SNRbdufnWDWONQFNi3D1avhj/+gHPxtjAYYOBAkWBmyBCo4ROU1pFjo8RdyL7kB5jNsH69uKEpixEjxA1tZKR3yyUpjapCTIy4Rvryy7I/07ChmGuvvRaaNPFu+SSVIsdEzxAfH096ejqrVq3itddeY8u5lQDt27enzjmDW+fOnXn55ZcZO3YsAK+++iqvvPIKn376KW3atOHZZ59l3759HDx4kJCQkEqPKdvSzzh7FubMETktymLePBg6VBNGPck5LBZhVH/qKXGtcj5RUeIBcufO3i+bxCtIo2wNoOSyypCQEIKCgvx+WZWqqphMJv/Xkp2N+vPPKN9/j/HkSbv3TuvWMHKkeHkhc6I70U3bcJ4WENmdf/8dfv1VXPRYadhQ3Bhedx00a+aj0laMntoF3KNH3mhI3IUe51nQ17jhoOXsWZg7V2QnLot77hGZrUNDvVtIJ9Ftu5w+DWvWlO8hBHDllTBqFFx0keaMCnpqF3BNj5xfPcOUKVP49NNPS+3fsGEDQ4cOBcQy2k8++YQpU6YAoh3nzJnDhx9+SGZmJoMHD2bhwoV07NjRqWPW5Lb063PaZIJvv4U33yz7/+3aweOPQ69eTo2lfl0XbsYtdaEoYvXHs8/CufikpZg5U8RHLxG6REvIPmHH1bqQRtkaQMlllSkpKbRr187vXcwtFguxsbH60XLsGO3y8gj48UdYu1ZMpFa6dhXG2WHD/MIbRFdtU1zMqV9/pWVsLMZNm0Q8OythYaJNRo8WS181dnN4PnpqF3CPnpp8oyFxL3qcZ0Ff40aZWsxmWLcOnn66/C/efTdMnqypmyJdtUt8PMlffUWTb76h3NuYwYOFMfaSS8SqIo2ip3YB1/TI+VU/1OS21M05feaMSHq4aVPZ/4+OhiefrPB+Rjd14QaqXRcmk2iDefPsuUfOp29fmD0bmjd3T2E9iOwTdlytC2mUrQHU5MnUL8nNFfHTfvtNJAgrmSm6Y0dxU3LJJWIJg8YNgX5JXp7wntq2TUycJZMvBAUJ75xRozR/cyipHDk2StyF7Es6ID8fFi+GZcvK/8y118K990KDBt4rl95QFDh8GD79VBjEy+PCC4Uh9tJLfZK0S+IackzUD7ItdYSqwl9/iQeR5SWXCwqChx4SDkGyvV0nPV0kgV60qPzPdOwIzzwDXbrI8IU1FGmUrQGUXFYZFBQkklz4+Qmvqqo9YYeetaSni5ila9fCv/86GmgbNRLJLfr3F082NXKT6Hdtoyhw6BBs3w47dohYsefqWQWU0FCMl1yC4bLLRH2Hhfm2vNXE79qlEtyhR95oSNyFHudZ0Ne4USUtGRliCf1335X/mUaNxI3r8OFef0Dqd+2SkQErV8JHHzmuBELMs6qiYDAaMQwZIuLqDxgAwcE+Kaor+F27VIIreuT8qh9qclvq7Zx2wGIRCYpffBESE8v/3NChMHkyapcuFJrN+qyLKlJhv8jPh82bxTXEqVPl/0jbtvDYY8Iz1k/rU9fnRxVxtS6kUbYGUHJZZVpaGm3atPF7F3OLxUJcXFzN0pKZaffe3LFDDPoladtWeJb06wc9evjMSKv5tikqggMHYO9e8fr3X+EdW5KWLeGii7AMGkRcgwa06dhRm1qqgObbpYq4Q09NvtGQuBc9zrOgr3Gj2lqc8aAFEQv+jjvgsss8blDUfLtkZMD33wsjrMVS4UeVW27hVOfOtBg2jIDAQC8V0DNovl2qiCt65PyqH2pyW+rtnC4XRRGrBN95RziqlIEKFBUVETR8OMZJk8S9pobC+ngTh36RmQl//gnLl8PRoxV/ccQImD5dXC/ogBpzfjiBq3UhjbI1gJo8meoWk0ksP9m1S7yOHhVLUkrSrBl06wbdu4tXx441b/K0WODECbFU8vBhYYw9eLB0Zss6dYTH8UUXiZdGk3VJ3IscGyXuQvalGoKqwpYt8PrrIkZfZYwbB1dfLcIN6XX+zc8XYQi+/VbMr5XRrp0IAdG/vwwBpGPkmKgfZFvWQBITxZL7JUsq/2xUFNxwgwjr1qYN6Nk4l5MDR46IFazff1/558PDReLQ4cMhIsLjxZP4L9IoWwMouawyICCA2rVr+72Luaqq5OXlSS1WsrLsRtq//4a4uNJGWqMRWrWCDh2gfXv7q0kTty699EnbqCqkpAgD7IkTcPy4mDSPHhWesefTsKHINtqrF/TuLeqhjIsI2c+0izv0yBsNibvQ4zwL+ho3PKIlLw++/ho+/rjsuaYsBg4U3rRdu4pVGdUIieP1dlEUEX8wJgbWr4fffy+9Wqc8OnSAO++Eiy8u04NY9jHt4ooeOb/qh5rclno7p6uF2QyHDqF++y3Kzz9jNBrLT8poJTQULr9cxATv3Nnt95oeJz8f4uOFM8/atcKLuAQqoChK2XVx550i/nzTpt4qrc+Q54cdV+tCGmVrANZGzsjIID09ndatW2P0p4GxDBRF4cSJE1JLeeTliYlk/3747z/xt7wsj0FB0KKF/RUdLTI+Nm4sYubVrVulWDcea5vCQvHkNjERzp61/7UaYsu7QQwLg06dxEVB587CENusmVOaZD/TLu7QU5NvNCTuRY/zLOhr3PCKlrw8kaTziy/g5MmqfTc4GPr0EQ8Ko6OF91H9+lCvnpiHS5TZbVpUVZQ5I0OESMrIEB7A+/aJB73lJYKpiKuughtvhAsukPOsn+OKHjm/6oea3JZ6O6ddwVYXLVtijI2FX34R3rSFhVX7oWbNRKi9Pn1E6L0GDcRc563VJKoqPF6Tk8V95KFD4j7577+d1qICpqIignr1wjBxolhlGRnp2XJrEHl+2HG1LqRRtgZQkydTyTlUFVJT4dgx4eli/RsXV3op//kEBQnjbKNGYuKsV08s9w8PF6+6dcX74GAIDLT/DQoSf1VVeNlY/yqKCCtQWAgFBcKYWlAgXnl59hvDzEz7dnq68AauCKNRGJXbtBGxeqyG2BYt/OvprMRryLFR4i5kX5KUiaqKRB8bN4ob2NhY9/12UJBYDlmnjnj4GBIiVnxY57uiIhHqqLAQsrPFTWhBgfuOX7s2XHGFiJHXu7eY7yWSc8gxUT/ItpRUSkGBCBO3Zo14nZ+ro7pERIh7zwYNxCrH2rWhVi3xCgiw/y0shNxcx1dODiQkOL+KpTL69IErrxR/5b2lxM1Io2wNoOSySoPBQN26df3exVxVVXJycqQWV7FYIClJ3DSWfCUkiHAA2dlV/kkVUCwWjAEBlS9vqSphYWI5SJMm4m/TpmL5Z+vWYoJ0802h7GfaxR165I2GxF3ocZ4FfY0bmtKSnS0ejh44ANu3w+7dpUMOVYBH59nz6d5dxH/t21c89GzY0K2ZojXVLi6iJy3gmh45v+qHmtyWejunXaHKdWF1CIqJga1bRQiA48c9X1BXCAqCwYNFuJ0uXcSqldDQUh+T/UIg68GOq3Xh7Dhby5VCSrSBqqpkZmZSp04dvz9xVFUlIyNDanGVgACxjKRZMxgwoPT/TSYxoaakiFdamt3jxvo3J0c8kTSZxKuoiOKcHIIDAqC4WDxJNBgc/xqNwqsnLExMdtZXWJjwxK1fX7wiIuzbjRsLjyAv1pHsZ9pFb3ok+kBP8yzo6zzTlJbwcOFt06cP3Hqrfb91WWVqqphvU1NFqJ4TJ0Q4hLNnbSEFzBYLQdVNqBIZKR5uRkeLWPPNm9tXxERFCW8kL6GpdnERPWkB/emRSKqKPAfsVLkuDAb7vDJoUOn/5+YKx6C0NOEQFBsrHlbGxla+OrKqhIU5hunr0kVsR0WJe80qer3KfiGQ9WDHW3UhPWX9mJr8hFMikUjKQ46NEnch+5JEIpHYkWOifpBtKZFIJJ7F2XFWBs1wAy+++CKDBg0iLCyMiIgIp74zZcoUDAaDw2vUqFHVOr7Vg0cP9nWpRbvoSY/Uol30pkfiHuQ86170pEdq0SZSi3bRmx6JpKrIc8COrAs7si4Esh7seKsupFHWDZhMJm688UZmzJhRpe+NGjWKs2fP2l7Lly+v1vGtsS70cOJILdpFT3qkFu2iNz0S9yDnWfeiJz1SizaRWrSL3vRIJFVFngN2ZF3YkXUhkPVgx1t1IWPKuoHnnnsOgKVLl1bpe8HBwTRp0sTl4xuNRqKjo13+HS0gtWgXPemRWrSL3vRI3IOcZ92LnvRILdpEatEuetMjkVQVeQ7YkXVhR9aFQNaDHW/VhfSU9SEbN24kKiqKTp06MWPGDNLOJXkoj6KiIrKzsx1eAGazmfT0dMxmM4qiAKAoSrnbVkt/edsWi6XCbVVVS20DFW5bj1/etrWMiqKQlpaG2WyuVIfWNZnNZlJTUx20+bOm6raNFjVZLBaX2kZLmqznv8VicUmHVjSVbJuyxghntyUSkPNseedQdeYnrWqqattoWZOcZ7WpSc6zjtsSib+jKArp6emyPyProiSyLgSyHux4qy6kUdZHjBo1imXLlrFu3TpeffVVNm3axOjRo20XT2Xx8ssvU69ePdvLarVPSUmhoKCA1NRUUlNTAUhKSiI9PR2As2fPkpmZCUBCQgJZ5zIfnjp1ipycHABOnDhBXl4eAHFxcRQWFgIQGxuLyWQCICYmxnbTExMTY7sZiomJAcTy0tjYWAAKCwuJi4sDIC8vjxMnTgCQk5PDqVOnAMjKyiIhIQGAzMxMzp49C0BycjLJyckAutGUnp5OUlKS32tKTU0lMTFRF5rOnDmjm3YqKCjQTd/Lzc3l9OnTtnaqriaJRM6z+p+TMjMzSUxMpKCgQDea5DyrTU1ynhWarNfnEom/U1BQ4OsiaAZZF3ZkXQhkPdjxRl0YVOujV4kDTzzxBK+++mqFnzl06BCdO3e2vV+6dCkzZ860XXRVhePHj9OuXTv++OMPhg0bVuZnioqKKCoqsr3Pzs4mOjqajIwMIiIibBZ8o9FY4bY14Ul52xaLBaPRWO42iKcGJbcDAgJsT9vL2lZVFaPRWO62s2WXmqQmqUlqqmw7NzdXZhT2A+Q8q91zSGqSmqQmqams7czMTOrXry/nVx3gbFZwiUQikVQPZ8dZGVO2HB5++GGmTJlS4Wfatm3rtuO1bduWhg0bcuzYsXJvFoODgwkODi7zf6mpqURGRtouzqx/q7MdEBBQrW2DwVDutsFgqHC75EVleno6kZGRLuvwtSbApsVdOnypyVNt4wtNqqp6tG28qUlVVbee/77WdH7bnD9GOLst0T5ynq36tjvmWSvuHgN9pUlRFI+NgXKelfOsnGflPCvRHyXH2prep2Vd2JF1IZD1YMdbdSGNsuXQqFEjGjVq5LXjnT59mrS0NJo2bVqt7xcXF7u5RL5DatEuetIjtWgXvemRlI2cZ32LnvRILdpEatEuetMjkVQVeQ7YkXVhR9aFQNaDHW/URc02fbuJ+Ph49u7dS3x8PBaLhb1797J3715yc3Ntn+ncuTMrVqwAxNLaRx99lB07dnDixAnWrVvHmDFjaN++PSNHjqzy8Y1GI02bNtXFkwypRbvoSY/Uol30pkfiHuQ86170pEdq0SZSi3bRmx6JpKrIc8COrAs7si4Esh7seKsuZE27gdmzZ9O7d2/mzJlDbm4uvXv3pnfv3uzZs8f2mSNHjtiC+gcEBLBv3z6uvfZaOnbsyLRp0+jbty9btmwpd9lkRSiKQnJysi3mkz8jtWgXPemRWrSL3vRI3IOcZ92LnvRILdpEatEuetMjkVQVeQ7YkXVhR9aFQNaDHW/VhQxf4AaWLl3K0qVLK/xMyXxqoaGh/Pbbbx4ulUQikUgk+kDOsxKJRCKRSCQSiURvGNSSdzESv0JmzZRIJJLSyLFR4i5kX5JIJBI7ckzUD7ItJRKJxLM4O85KT1k/xmpPz8zMJDExkaioKL+P/WF1EZdatIee9Egt2sUderKzswFHz0mJpDrocZ4FfY0bUos2kVq0iyt65PyqH6xtaG3TmoTezmlXkHVhR9aFQNaDHVfrwtk5Uxpl/ZicnBwAWrVq5eOSSCQSifbIycmhXr16vi6GxI+R86xEIpGURs6v/o91fouOjvZxSSQSiUTfVDZnyvAFfoyiKJw5cwZVVWnZsiWnTp3y++Un2dnZREdHSy0aRE96pBbt4g49qqqSk5NDs2bNavwTXolr6HGeBX2NG1KLNpFatIsreuT8qh+s81vdunUxGAy+Lo5X0ds57QqyLuzIuhDIerDjal04O2dKT1k/xmg00qJFC5tbdHh4uG5OHKlFu+hJj9SiXVzVIz14JO5Az/Ms6EuP1KJNpBbtUl09cn7VB9b5rSajt3PaFWRd2JF1IZD1YMeVunBmzpSPOCUSiUQikUgkEolEIpFIJBKJxItIo6xEIpFIJBKJRCKRSCQSiUQikXgRaZTVAcHBwcyZM4fg4GBfF8VlpBbtoic9Uot20ZseiT7QW7/Ukx6pRZtILdpFb3okkqoizwE7si7syLoQyHqw4626kIm+JBKJRCKRSCQSiUQikUgkEonEi0hPWYlEIpFIJBKJRCKRSCQSiUQi8SLSKCuRSCQSiUQikUgkEolEIpFIJF5EGmUlEolEIpFIJBKJRCKRSCQSicSLSKOsRCKRSCQSiUQikUgkEolEIpF4EWmU9UNefPFFBg0aRFhYGBEREU59Z8qUKRgMBofXqFGjPFtQJ6mOHlVVmT17Nk2bNiU0NJThw4cTExPj2YI6QXp6OpMmTSI8PJyIiAimTZtGbm5uhd8ZOnRoqba5++67vVRiR9577z1at25NSEgIAwYMYNeuXRV+/ttvv6Vz586EhITQvXt3Vq9e7aWSVk5VtCxdurRUG4SEhHixtOWzefNmrrnmGpo1a4bBYGDlypWVfmfjxo306dOH4OBg2rdvz9KlSz1eTmeoqpaNGzeWaheDwUBiYqJ3Ciyp0ci5Sc5NnkDOTXJu8iQvv/wyF154IXXr1iUqKorrrruOI0eOVPo9LZ8zEok70NOc7gr+fj3gCnq6lnAVvVyLuIpWrmWkUdYPMZlM3HjjjcyYMaNK3xs1ahRnz561vZYvX+6hElaN6uiZN28eCxYsYNGiRezcuZPatWszcuRICgsLPVjSypk0aRIHDhxg7dq1/Pzzz2zevJnp06dX+r0777zToW3mzZvnhdI68vXXXzNr1izmzJnD33//Tc+ePRk5ciTJycllfv7PP/9k4sSJTJs2jX/++YfrrruO6667jv3793u55KWpqhaA8PBwhzY4efKkF0tcPnl5efTs2ZP33nvPqc/HxcVx1VVXcdlll7F3715mzpzJHXfcwW+//ebhklZOVbVYOXLkiEPbREVFeaiEEokdOTfJucndyLlJzk2eZtOmTdx7773s2LGDtWvXUlxczIgRI8jLyyv3O1o+ZyQSd6GnOd0V/Pl6wBX0dC3hKnq6FnEVzVzLqBK/5ZNPPlHr1avn1Gdvu+02dcyYMR4tj6s4q0dRFLVJkybqa6+9ZtuXmZmpBgcHq8uXL/dgCSvm4MGDKqDu3r3btu/XX39VDQaDmpCQUO73Lr30UvXBBx/0Qgkrpn///uq9995re2+xWNRmzZqpL7/8cpmfHz9+vHrVVVc57BswYIB61113ebSczlBVLVU5l3wJoK5YsaLCzzz22GPqBRdc4LDvpptuUkeOHOnBklUdZ7Rs2LBBBdSMjAyvlEkiKQs5N/kWOTfV81Lpqo+cm7RLcnKyCqibNm0q9zNaPmckEnfj73O6K/j79YAr6OlawlX0ei3iKr68lpGesjWIjRs3EhUVRadOnZgxYwZpaWm+LlK1iIuLIzExkeHDh9v21atXjwEDBrB9+3aflWv79u1ERETQr18/277hw4djNBrZuXNnhd/94osvaNiwId26dePJJ58kPz/f08V1wGQy8ddffznUqdFoZPjw4eXW6fbt2x0+DzBy5EiftgFUTwtAbm4urVq1Ijo6mjFjxnDgwAFvFNftaLVdXKFXr140bdqUK664gm3btvm6OBJJmci5yf3IuUnOTVrGH+amrKwsACIjI8v9jB7bRiJxFa3O6a7gz9cDrqCnawlXqenXIq7iqX5Ry6VvS/yGUaNGMW7cONq0aUNsbCxPPfUUo0ePZvv27QQEBPi6eFXCGrOrcePGDvsbN27s03heiYmJpZau1apVi8jIyArLdfPNN9OqVSuaNWvGvn37ePzxxzly5Ag//PCDp4tsIzU1FYvFUmadHj58uMzvJCYmaq4NoHpaOnXqxJIlS+jRowdZWVm8/vrrDBo0iAMHDtCiRQtvFNttlNcu2dnZFBQUEBoa6qOSVZ2mTZuyaNEi+vXrR1FREYsXL2bo0KHs3LmTPn36+Lp4EokDcm5yP3JuknOTFvGXuUlRFGbOnMnFF19Mt27dyv2cVs8ZicSXaHVOdwV/vh5wBT1dS7hKTb8WcRVPXctIo6xGeOKJJ3j11Vcr/MyhQ4fo3LlztX5/woQJtu3u3bvTo0cP2rVrx8aNGxk2bFi1frMiPK3HmzirpbqUjOPTvXt3mjZtyrBhw4iNjaVdu3bV/l2J8wwcOJCBAwfa3g8aNIguXbrwwQcf8Pzzz/uwZDWbTp060alTJ9v7QYMGERsby5tvvslnn33mw5JJ/BU5NzmPnJt8j5ybtIm/zE333nsv+/fvZ+vWrb4uikTiEfQ0p7uCvB6QeBJ5LeJ5pFFWIzz88MNMmTKlws+0bdvWbcdr27YtDRs25NixYx4xynpST5MmTQBISkqiadOmtv1JSUn06tWrWr9ZEc5qadKkSakA2WazmfT0dFuZnWHAgAEAHDt2zGsTXcOGDQkICCApKclhf1JSUrllb9KkSZU+7y2qo+V8AgMD6d27N8eOHfNEET1Kee0SHh7uV55I5dG/f395gympNnJuEsi5yfvIuUnOTd7kvvvusyXxqcyTSavnjERSGXqa012hJlwPuIKeriVcpaZfi7iKp65lpFFWIzRq1IhGjRp57XinT58mLS3NYZJxJ57U06ZNG5o0acK6detsk2J2djY7d+6sUkZNZ3FWy8CBA8nMzOSvv/6ib9++AKxfvx5FUWyTlzPs3bsXwGNtUxZBQUH07duXdevWcd111wFi2du6deu47777yvzOwIEDWbduHTNnzrTtW7t2rcOTNF9QHS3nY7FY+O+//7jyyis9WFLPMHDgQFavXu2wTwvt4i727t3r1XNDoi/k3CTnJl8h5yY5N3kDVVW5//77WbFiBRs3bqRNmzaVfker54xEUhl6mtNdoSZcD7iCnq4lXKWmX4u4iseuZVxKEybxCSdPnlT/+ecf9bnnnlPr1Kmj/vPPP+o///yj5uTk2D7TqVMn9YcfflBVVVVzcnLURx55RN2+fbsaFxen/vHHH2qfPn3UDh06qIWFhb6SYaOqelRVVV955RU1IiJC/fHHH9V9+/apY8aMUdu0aaMWFBT4QoKNUaNGqb1791Z37typbt26Ve3QoYM6ceJE2/9Pnz6tdurUSd25c6eqqqp67Ngxde7cueqePXvUuLg49ccff1Tbtm2rXnLJJV4v+1dffaUGBwerS5cuVQ8ePKhOnz5djYiIUBMTE1VVVdVbb71VfeKJJ2yf37Ztm1qrVi319ddfVw8dOqTOmTNHDQwMVP/77z+vl/18qqrlueeeU3/77Tc1NjZW/euvv9QJEyaoISEh6oEDB3wlwUZOTo7tnADU+fPnq//884968uRJVVVV9YknnlBvvfVW2+ePHz+uhoWFqY8++qh66NAh9b333lMDAgLUNWvW+EqCjapqefPNN9WVK1eqMTEx6n///ac++OCDqtFoVP/44w9fSZDUIOTcJOcmdyPnJjk3eZoZM2ao9erVUzdu3KiePXvW9srPz7d9xp/OGYnEXehpTncFf74ecAU9XUu4ip6uRVxFK9cy0ijrh9x2220qUOq1YcMG22cA9ZNPPlFVVVXz8/PVESNGqI0aNVIDAwPVVq1aqXfeeaftxPM1VdWjqqqqKIr67LPPqo0bN1aDg4PVYcOGqUeOHPF+4c8jLS1NnThxolqnTh01PDxcvf322x0m+7i4OAdt8fHx6iWXXKJGRkaqwcHBavv27dVHH31UzcrK8kn533nnHbVly5ZqUFCQ2r9/f3XHjh22/1166aXqbbfd5vD5b775Ru3YsaMaFBSkXnDBBeovv/zi5RKXT1W0zJw50/bZxo0bq1deeaX6999/+6DUpdmwYUOZ54e1/Lfddpt66aWXlvpOr1691KCgILVt27YO544vqaqWV199VW3Xrp0aEhKiRkZGqkOHDlXXr1/vm8JLahxybpJzkyeQc5OcmzxJWTrOH6f87ZyRSNyBnuZ0V/D36wFX0NO1hKvo5VrEVbRyLWNQVVV1zddWIpFIJBKJRCKRSCQSiUQikUgkzmL0dQEkEolEIpFIJBKJRCKRSCQSiaQmIY2yEolEIpFIJBKJRCKRSCQSiUTiRaRRViKRSCQSiUQikUgkEolEIpFIvIg0ykokEolEIpFIJBKJRCKRSCQSiReRRlmJRCKRSCQSiUQikUgkEolEIvEi0igrkUgkkv+zd97hURRtAP/dpSekEhLSCL13AwgiTQQFpSgoogKiIIoFsaB+FqxgQ8WCogKKAiqigICgAkF6b9JDAiEJCSGV9Nzu98eaSy6Xcpdcv/k9zz23O7s7O+87szu7777zjkAgEAgEAoFAIBAIBAILIoyyAoFAIBAIBAKBQCAQCAQCgUBgQYRRViAQCAQCgUAgEAgEAoFAIBAILIgwygoEAoFAIBAIBAKBQCAQCAQCgQURRlmBQCAQCAQCgUAgEAgEAoFAILAgwigrEAjqzJUrV2jcuDFvv/22Nm3nzp24u7vz999/W7FkAoFAIBDYN6KPFQgEAoEzI/pBgTOgkmVZtnYhBAKB/bJ+/XpGjRrFzp07adOmDV27dmXkyJHMmzfP2kUTCAQCgcCuEX2sQCAQCJwZ0Q8KHB1hlBUIBPVm+vTp/PXXX8TExHDs2DH27duHh4eHtYslEAgEAoHdI/pYgUAgEDgzoh8UODLCKCsQCOpNQUEBHTt2JDExkQMHDtCpUydrF0kgEAgEAodA9LECgUAgcGZEPyhwZERMWYFAUG/i4uJITk5GkiQSEhKsXRyBQCAQCBwG0ccKBAKBwJkR/aDAkRGesgKBoF4UFxfTs2dPunbtSps2bfjoo484duwYISEh1i6aQCAQCAR2jehjBQKBQODMiH5Q4OgIo6xAIKgXzz77LCtXruTIkSM0aNCA/v374+/vz++//27togkEAoFAYNeIPlYgEAgEzozoBwWOjghfIBAI6szWrVv56KOPWLp0KX5+fqjVapYuXco///zDggULrF08gUAgEAjsFtHHCgQCgcCZEf2gwBkQnrICgUAgEAgEAoFAIBAIBAKBQGBBhKesQCAQCAQCgUAgEAgEAoFAIBBYEGGUFQgEAoFAIBAIBAKBQCAQCAQCCyKMsgKBQCAQCAQCgUAgEAgEAoFAYEGEUVYgEAgEAoFAIBAIBAKBQCAQCCyIMMoKBAKBQCAQCAQCgUAgEAgEAoEFEUZZgUAgEAgEAoFAIBAIBAKBQCCwIMIoKxAIBAKBQCAQCAQCgUAgEAgEFkQYZQUCgUAgEAgEAoFAIBAIBAKBwIIIo6xAIBAIBAKBQCAQCAQCgUAgEFgQYZQVCAQCgUAgEAgEAoFAIBAIBAILIoyyAoFAIBAIBAJBBXJycnjyySdp1qwZbm5uqFQqDh8+zNatW1GpVMyePdvaRTQrs2fPRqVSsXXrVmsXRSAQCARWQvSFoi8UmB9hlBUIBAKBQCAQWI2EhARUKhW33HJLlds//vhj1Go1TZo04fTp0xYp03PPPcf8+fPp2LEjzz//PK+++iqNGze2yLktgb2+UOfm5vLqq6/SsWNHvL29CQgIoHv37rz22mvWLppAIBDUC9EXWh576wsHDBiASqWq8bd06VJrF1NgJK7WLoBAIBAIBAKBQFAVr7zyCm+88QZt27Zl06ZNREVFWeS8v//+O61bt2bt2rU66X5+fpw8eZLg4GCLlMNaPPbYY4wbN44mTZpYuyhaLl68yKBBgzh//jyDBw9m+PDhFBUVce7cOX755RdeffVVaxdRIBAIzILoC62DrfWFkyZNYsCAAXrpJSUlzJkzB7VazU033WT5ggnqhTDKCgQCgUAgEAhsClmWefzxx/nss8+IiYlhw4YNFn35S05Opl+/fnrp3t7etG3b1mLlsBbBwcE29bJdWlrKnXfeSXJyMn///TcDBw7U2y4QCASOhugLrYut9YWTJk2qMv2XX35BlmWGDRtGeHi4ZQslqDcifIFAIBAIBAKBwGYoKSnhvvvu47PPPmPQoEFs3rxZ76UoPT2dGTNm0KxZMzw8PAgJCeGuu+7i+PHjevlNmjQJlUpFfHw88+fPp23btnh4eBAdHc1rr72GJEl6+8qyTGxsrHY4YJlnSk1DHWNjY+nXrx8+Pj40bNiQu+++m8TERO1ww6rKlJCQoJdPVTHsKp53586dDBkyhICAAJ18Fy1axMiRI2natCmenp4EBQUxdOhQtmzZopd/mVHztdde0xn2WFaemuLorV27loEDB+Lv74+XlxddunRh3rx5eobRsqG4kyZN4ty5c4wePZrAwEB8fHwYPHgwR44c0cu7OlauXMn+/ft55pln9AyyAK6uws9EIBA4FqIvFH2hoXzzzTcAPPjgg/XOS2B5xBOMQCAQCAQCgcAmKCgoYMyYMaxfv57Ro0ezfPlyPDw8dPa5cuUKvXv3Ji4ujgEDBjBu3Dji4+NZuXIl69atY+PGjfTt21cv72effZbY2Fhuu+02hg4dym+//cbs2bMpLi7mrbfeAmDUqFE0bdqU1157jejoaK1XStOmTWss96ZNmxg+fDguLi7cfffdhIeHs2XLFvr27UtgYKBJdAOwc+dO3n77bQYOHMjUqVO5ePGidtv06dPp0qULgwcPplGjRiQlJfHbb78xePBgVq1axciRIwElJl1CQgLffvst/fv31xkKGRAQUOP5582bx9NPP01QUBDjx4/Hx8eHNWvW8PTTT/PPP/+watUqvZfuhIQErr/+ejp06MDkyZOJi4tj9erVDBw4kJMnTxIaGlqr3D/++CMAY8eOJTExkXXr1pGVlUWLFi249dZbadCggYEaFAgEAttH9IU146x9YVVcunSJjRs3EhYWxvDhw+uUh8DKyAKBQCAQCAQCgZWIj4+XAbl3795y3759ZUCePHmyXFpaWuX+DzzwgAzIL7zwgk76unXrZEBu2bKlrNFotOkTJ06UAblZs2ZycnKyNv3KlStyQECA7OvrKxcVFenkBcj9+/fXO/eWLVtkQH711Ve1aaWlpXJ0dLSsUqnkf/75R2f/CRMmyIBc+ZG7rEzx8fF653j11VdlQN6yZYveeQF50aJFVerl/PnzemnJyclyeHi43KpVq1rlqK0M586dk11dXeWQkBD54sWL2vTCwkJtvX333Xfa9LJ6BeS5c+fq5P/SSy/JgDxnzpwqz1+ZqKgoGZA//fRT2cPDQ5svIDdq1EinnAKBQGCPiL5QF9EXGsbrr78uA/Lzzz9f5zwE1kWELxAIBAKBQCAQWJ1du3axfft2evfuzTfffIOLi4vePsXFxSxfvpyGDRvy0ksv6WwbNmwYN998M+fOnWPHjh16x7788suEhYVp14ODgxk5ciS5ubn1msl6+/btXLhwgdtvv13PK+nNN9+sUo660r17dx544IEqtzVr1kwvLSwsjDvvvJOzZ89y4cKFep172bJllJaW8vTTT+tMMuPh4cE777wDwJIlS6os17PPPquTVjbEct++fQadOy0tDYAnn3ySGTNmkJiYyJUrV5g/fz7Z2dmMGjWKlJSUuoglEAgENoXoC2vHWfvCysiyzOLFi3XyEtgfwigrEAgEAoFAILA67du3Jzw8nF27dvH6669Xuc+pU6coLCykZ8+eeHt7620viw93+PBhvW3XXXedXlpkZCQAWVlZdS53WTy4qoaJRkVFmXTW5h49elS77fz580yZMoUWLVrg6empjY33ySefAMqELfXh0KFDAFXO/Ny7d288PT2r1HvXrl1Rq3VfOYzVe1msw9tuu425c+cSGRlJcHAwjz/+ODNmzCA7O1sbU08gEAjsGdEX1o6z9oWV2bx5M/Hx8fTv35+WLVvWKQ+B9RExZQUCgUAgEAgEVicqKkobX+3VV19Fo9Hw2muv6eyTk5MDUG3stTLvn7L9KuLn56eXVjZBlEajqXO5y84VEhJS5fbQ0FDi4+PrnH/lvKri3Llz9OzZk5ycHAYOHMjtt9+On58farWarVu3EhsbS1FRUb3OXZPuVSoVoaGhJCUl6W0zhd79/f1JT09nxIgRettGjBjBu+++y/79+w3KSyAQCGwZ0RfWjrP2hZUp+xj50EMP1el4gW0gjLICgUAgEAgEApugZcuWxMbGMnDgQF5//XU0Gg1vvvmmdnvZS01qamqVx1++fFlnP0tQdq6yIfaVqaqsZd4ylWdpBsjOzq72XJUnDinjww8/JDMzk6VLl3LffffpbJs2bRqxsbHV5mkoFXUfHR2ts02WZVJTU82m9zZt2pCenl7l5CtlaQUFBWY5t0AgEFga0ReKvrA2MjMz+fXXXwkICGDMmDFmP5/AfIjwBQKBQCAQCAQCm6F58+Zs3bqV6Oho3nrrLV544QXttrZt2+Lp6cm+ffvIz8/XO3br1q2AMkzQUnTp0gWgyth9ly5d0pkVuoyyWair8qYpGxppDHFxcQDaWaXLkGW5ynKVxfYzxjunW7duQLmOK7Jnzx4KCwvNpvdBgwYBcOLECb1tZWm1zQouEAgE9oToC0VfWBPff/89hYWF3HvvvXh6epr9fALzIYyyAoFAIBAIBAKbolmzZsTGxtKsWTPmzp3Lc889B4C7uzv33HMP6enpzJkzR+eYP/74g40bN9KyZUtuuOEGi5W1b9++NGnShLVr17Jr1y6dbS+//HKVL3tl8fAqTwaycuXKOnnylHnrbN++XSd97ty5HD9+XG//oKAgABITEw0+x/jx43F1dWXevHk6MfmKi4uZNWsWAJMmTTK26AbxwAMP4OHhwSeffKLz8p6bm8vbb78NwF133WWWcwsEAoG1EH2hcTh6X1iRstAFYoIv+0eELxAIBAKBQCAQ2BzR0dHa4ZvvvfceGo2GDz74gHfeeYfY2FjefPNNdu7cSa9evUhISODnn3/G29ubxYsX602mYU5cXFz44osvGDFiBIMGDeLuu+8mLCyM2NhYkpKS6NKlC0ePHtU5ZuTIkbRo0YIlS5aQmJhIt27dOHnyJJs3b2bYsGGsX7/eqDJMmzaNxYsXc+edd3LXXXfRsGFDdu/ezcGDBxk+fDjr1q3T2b9t27aEh4ezYsUKPDw8iIyMRKVS8fjjj+Pv71/lOVq0aME777zD008/TefOnbnrrrvw8fFh7dq1nD59mpEjR+oNFzUVzZo147333uOJJ56gS5cujB49Gg8PD9atW0dCQgIPP/wwN910k1nOLRAIBNZE9IWG4+h9YRkHDhzgyJEjdO/eXeu5K7BfhKesQGCn5OTk8OSTT9KsWTPc3NxQqVQcPnyYrVu3olKpmD17trWLaFZmz56NSqWqcuiIQCAQCByDqKgoYmNjadWqFfPmzWPGjBk0atSIPXv28MQTTxAXF8f777/Pn3/+yahRo9izZ0+VMz+bm1tvvZVNmzYRExPDTz/9xMKFC4mMjGT79u1oNBq9+HJeXl789ddfjBo1ir1797JgwQIKCwvZtm1bjbNKV0e3bt3YtGkT3bt3Z9WqVSxatIiAgAB27NhBTEyM3v4uLi6sWrWK66+/nuXLl/PKK6/w8ssvk5mZWeN5Zs6cyerVq+nYsSPff/89n3zyCe7u7nzwwQesXLmy2jh/puDxxx9nzZo1tG/fnhUrVvDNN9/QsGFDvvrqK7744guznVcgEAisjegLDcMZ+kIQE3w5GipZlmVrF0IgsHUSEhJo1qwZQ4cO5Y8//tDb/vHHH/PUU08RGRnJn3/+SZs2bcxepmnTpvHll19y22230bVrV1xcXJg2bRqnTp3SztZpz4bZrVu31ijH7Nmzee2119iyZQsDBgywePkqU1be6li8eLFFhrIIBAKBwHbIzc0lNDSUTp06sWfPHmsXRyAQCAQCiyP6QoGgekT4AoGgnrzyyiu88cYbtG3blk2bNhEVFWWR8/7++++0bt2atWvX6qT7+flx8uRJgoODLVIOa/HYY48xbtw4mjRpYu2i6NC/f/8qjcSWDLQvEAgEAsuSl5eHJEn4+vpq0zQaDc8++ywFBQWMGjXKeoUTCAQCgcACiL5QIDAeYZQVCOqILMs8/vjjfPbZZ8TExLBhwwaLGkKTk5Pp16+fXrq3tzdt27a1WDmsRXBwsE0angcMGGDXHsoCgUAgMJ6zZ8/St29fhg4dSvPmzcnNzeWff/7hxIkTdOjQgSeeeMLaRRQIBAKBwKyIvlAgMB4RU1YgqAMlJSXcd999fPbZZwwaNIjNmzfrGQjT09OZMWMGzZo1w8PDg5CQEO66664qZ36cNGkSKpWK+Ph45s+fT9u2bfHw8CA6OprXXnsNSZL09pVlmdjYWFQqFSqVSuudWVNM2djYWPr164ePjw8NGzbk7rvvJjExkQEDBujFvik7T0JCgl4+VcVzrXjenTt3MmTIEAICAnTyXbRoESNHjqRp06Z4enoSFBTE0KFD2bJli17+ZaEAXnvtNa2MFctTU0zZtWvXMnDgQPz9/fHy8qJLly7MmzeP0tJSnf0SEhJQqVRMmjSJc+fOMXr0aAIDA/Hx8WHw4MEcOXJEL2+BQCAQCCoTERHB2LFjOXToEJ9//jmLFy+muLiYZ555hu3bt+Pj42PtIgoEAoFAYFZEXygQGI/wlBUIjKSgoIAxY8awfv16Ro8ezfLly/Hw8NDZ58qVK/Tu3Zu4uDgGDBjAuHHjiI+PZ+XKlaxbt46NGzdWGXz92WefJTY2lttuu42hQ4fy22+/MXv2bIqLi3nrrbcAGDVqFE2bNuW1114jOjpaG6e0adOmNZZ706ZNDB8+HBcXF+6++27Cw8PZsmULffv2JTAw0CS6Adi5cydvv/02AwcOZOrUqVy8eFG7bfr06XTp0oXBgwfTqFEjkpKS+O233xg8eDCrVq1i5MiRgOJtmpCQwLfffqsXDiAgIKDG88+bN4+nn36aoKAgxo8fj4+PD2vWrOHpp5/mn3/+YdWqVXoG6ISEBK6//no6dOjA5MmTiYuLY/Xq1QwcOJCTJ08SGhpqsPxnz57lo48+oqCggMjISAYNGkRERITBxwsEAoHA/mjUqBGLFy+2djEEAoFAILAaoi8UCOqALBAIaiU+Pl4G5N69e8t9+/aVAXny5MlyaWlplfs/8MADMiC/8MILOunr1q2TAblly5ayRqPRpk+cOFEG5GbNmsnJycna9CtXrsgBAQGyr6+vXFRUpJMXIPfv31/v3Fu2bJEB+dVXX9WmlZaWytHR0bJKpZL/+ecfnf0nTJggA3Ll20FZmeLj4/XO8eqrr8qAvGXLFr3zAvKiRYuq1Mv58+f10pKTk+Xw8HC5VatWtcpRWxnOnTsnu7q6yiEhIfLFixe16YWFhdp6++6777TpZfUKyHPnztXJ/6WXXpIBec6cOVWevzIV5a/4c3V1lZ966qlq24pAIBAIBAKBQCAQCAQC50OELxAIjGDXrl1s376d3r1788033+Di4qK3T3FxMcuXL6dhw4a89NJLOtuGDRvGzTffzLlz59ixY4fesS+//DJhYWHa9eDgYEaOHElubi6nT5+uc7m3b9/OhQsXuP322/U8dN98880q5agr3bt354EHHqhyW7NmzfTSwsLCuPPOOzl79iwXLlyo17mXLVtGaWkpTz/9tM6Eax4eHrzzzjsALFmypMpyPfvsszppDz74IAD79u0z6NyNGjVi7ty5HD9+nGvXrpGamspvv/1Gy5Yt+fDDD3nuuefqKJVAIBAIBAKBQCAQCAQCR0MYZQUCI2jfvj3h4eHs2rWL119/vcp9Tp06RWFhIT179sTb21tve1ms1MOHD+ttu+666/TSIiMjAcjKyqpzuctio1YVMiEqKoomTZrUOe/K9OjRo9pt58+fZ8qUKbRo0QJPT09tnNhPPvkEUCYvqw+HDh0C0Al3UEbv3r3x9PSsUu9du3ZFrda9HRqr9w4dOjBr1iw6dOiAj48PISEhjBw5ki1bttCoUSPmz59PWlqaUfIIBAKBQCAQCAQCgUAgcExETFmBwAiioqK0sUZfffVVNBoNr732ms4+OTk5ANXGIS3zhC3bryJ+fn56aa6uymWq0WjqXO6yc4WEhFS5PTQ0lPj4+DrnXzmvqjh37hw9e/YkJyeHgQMHcvvtt+Pn54darWbr1q3ExsZSVFRUr3PXpHuVSkVoaChJSUl628yld4DGjRszcuRIvv76a/bs2cPtt99er/wEAmdBkiSSk5Px9fXViwMtEAgEAudDlmVyc3MJDw/X+5guMA2i7xUIBALjqG/fJIyyAoGRtGzZktjYWAYOHMjrr7+ORqPhzTff1G4vM/ClpqZWefzly5d19rMEZeeqzlOzqrKW3VBKS0v1tmVnZ1d7ruoe4D788EMyMzNZunQp9913n862adOmERsbW22ehlJR99HR0TrbZFkmNTXVonovIzg4GIC8vDyLn1sgsFeSk5N1wpAIBAKBQACQmJioHdEkMC2i7xUIBIK6Ude+SRhlBYI60Lx5c7Zu3crAgQN566230Gg0zJkzB4C2bdvi6enJvn37yM/P1wthsHXrVkAZMm8punTpAsCOHTv0YqdeunSJixcv6h0TGBgIQFJSEi1bttTZVhYmwBji4uIAGDlypE66LMtVxtcti3NrjKdqt27d+PXXX9m6dSs9e/bU2bZnzx4KCwvp06ePsUWvN3v27AGgadOmFj+3QGCv+Pr6AnDhwgUKCwsJCQkRnlEoXkxpaWlCH/8h9KGL0IcuQh+62Ls+cnJyiIqK0vYPAtNTptvExESDHRnsvV1VRMhimwhZbBMhi0J9+yZhlBUI6kizZs20HrNz585Fo9Hw7rvv4u7uzj333MPixYuZM2cOb7zxhvaYP/74g40bN9KyZUtuuOEGi5W1b9++NGnShLVr17Jr1y569+6t3fbyyy9Xafgsiw27ZMkS+vfvr01fuXJlnbxayzxXt2/fzq233qpNL5scqzJBQUGA8lBoKOPHj+f1119n3rx53HfffYSHhwPK5GuzZs0CYNKkSUaX3RAOHDhQZUzgjz/+mC1bttCqVasa4+0KBAJdyrzuAwICrOLhbssEBARYuwg2hdCHLkIfugh96OII+hDD6s1HmW79/PyM6nsdoV2VIWSxTYQstomQpZy69k3CKCsQ1IPo6GitYfa9995Do9HwwQcf8M477xAbG8ubb77Jzp076dWrFwkJCfz88894e3uzePFii35NcnFx4YsvvmDEiBEMGjSIu+++m7CwMGJjY0lKSqJLly4cPXpU55iRI0fSokULlixZQmJiIt26dePkyZNs3ryZYcOGsX79eqPKMG3aNBYvXsydd97JXXfdRcOGDdm9ezcHDx5k+PDhrFu3Tmf/tm3bEh4ezooVK/Dw8CAyMhKVSsXjjz+Ov79/ledo0aIF77zzDk8//TSdO3fmrrvuwsfHh7Vr13L69GlGjhypFzrBVNx55524ubkRExNDZGQkeXl57N69m0OHDhEQEMD333+v9f4VCASGU/blOjg42O6/wpsCSZJIT08X+vgPoQ9dhD50EfrQRehDYA4cqV0JWWwTIYttImQxDfatOYHABoiKiiI2NpZWrVoxb948ZsyYQaNGjdizZw9PPPEEcXFxvP/++/z555+MGjWKPXv20LdvX4uX89Zbb2XTpk3ExMTw008/sXDhQiIjI9m+fTsajUbva7iXlxd//fUXo0aNYu/evSxYsIDCwkK2bdtWJ4/Pbt26sWnTJrp3786qVatYtGgRAQEB7Nixg5iYGL39XVxcWLVqFddffz3Lly/nlVde4eWXXyYzM7PG88ycOZPVq1fTsWNHvv/+ez755BPc3d354IMPWLlypdm8Kx555BGioqLYtm0bn3zyCUuWLKGgoIAZM2Zw7NgxvXAKAoFAIBAIBAKBQCAQCJwXlSzLsrULIRAIrEdubi6hoaF06tRJG/tUIBAIrE1OTg7+/v5kZ2eL8AUCgUAgEP2CASxYsIAFCxaQkJAAQIcOHXjllVd0QofVhNCxQCAQGEd975vCU1YgcBLy8vLIzc3VSdNoNDz77LMUFBQwatQo6xRMIBAIakCSJFJSUpAkydpFsQmEPnQR+tBF6EMXoQ9dhD4cn8jISObOncuBAwfYv38/gwYNYuTIkfz7779mO6cjtSshi20iZLFNhCymQcSUFQichLNnz9K3b1+GDh1K8+bNyc3N5Z9//uHEiRN06NCBJ554wtpFFAgEgipxc3OzdhFsCqEPXYQ+dBH60EXoQxehD8fm9ttv11l/6623WLBgAbt376ZDhw5mO68jtSshi20iZLFNhCz1R3jKCgROQkREBGPHjuXQoUN8/vnnLF68mOLiYp555hm2b9+Oj4+PtYsoEAgEeqjVaoeYQMBUCH3oIvShi9CHLkIfugh9OBcajYYVK1aQl5dH7969q9ynqKiInJwcnR+g9RaTJKnWZYCGDRuiVquRJImy6IgVlzUaTY3LsizrLQM1Lpedv7plQ8peeRkgODhYm1dlOexJJrVaTVBQkLaOqpPDHmQCCAoK0raxivvYm0xQ3saq28deZKqqjdmrTFB9GzNEpvogemSBwElo1KgRixcv5vz58+Tl5VFUVMTZs2d57733CAgIsHbxBAKBoEokSSIpKckhhkaZAqEPXYQ+dBH60EXoQxehD+fg2LFjNGjQAA8PD6ZNm8avv/5K+/btq9x3zpw5+Pv7a39RUVEApKWlAZCenk56ejoAqampZGRkAJCSkkJWVhYAiYmJnD17FkmSSExM1IZLS0hIIC8vD4D4+HgKCwsBiIuLo7i4GFBG8pWWliJJkjaP0tJSzp49C0BxcTFxcXEAFBYWEh8fDyhh2cri5ubm5pKYmAhAdnY2SUlJAGRlZZGSkgJARkYGqamptcqUkZFBUlISiYmJZGdna+WzR5kkSeLff//VypeUlGS3Ml2+fJnTp09rh5iXtT17lCktLY2kpCQuX75c5fVkTzJJksSpU6e094vq7hH2IFN6ejonT55EkiSD7nsVZbp06RL1QUz0JRAIBAKBwOYoC5qfmZmJJEkEBAQI7y4Uo0pWVpbQx38Ifegi9KGL0Icu9q4PMQmVYRQXF3Px4kWys7NZuXIlX3/9NbGxsVUaZouKiigqKtKu5+TkEBUVRWZmJgEBAVoDfpn3WFXLpaWlZGdnExgYCIBKpUKlUiFJknZZo9GgVqurXQa0nndlyy4uLlqvtqqWZVlGrVZXu2xI2SsvS5JETk4Ofn5+uLi46MlhTzKBYjwLCAjA1dW1WjnsQabKbaziPvYmU8U2plarq9zHXmQCyMzMxN/fX9vGqpPb1mUqLS0lKytLx/O3trosK3tWVhaBgYF17puEUVYgEAgEAoHNIV6+BQKBQFAR0S/UjcGDB9OiRQu+/PLLWvcVOhYIBALjqO99U0z0VQuSJJGcnIyvry8qlcraxREIBAKBHSPLMrm5uYSHh9ull5I1KBsOGRERIXRG+fBjoQ8FoQ9dhD50EfrQRejDOZEkSccb1hz5O0q7ErLYJkIW20TIYhqEUbYWkpOTtbF1BAKBQCAwBYmJiURGRlq7GHaBSqUSH0YrIPShi03oQ6OB3FzIyYHsbOU/Lw8KC6GoSPlVXJYkqDhQreKyu7vy8/BQfmXL3t7g6wt+ftCggbLs6wuuuo/yNqEPG0LoQxehD8fnhRde4NZbb6VJkybk5uaybNkytm7dysaNG812TkdqV0IW26Q6WTQayMqCjAzIzFT+s7Lg6tXy37Vryn5ldjZ3d6UrDQ2FRo0gLAwaNlT+Q0LAxcU6stgjQhbTIIyyteDr6wsoL9C+vr6Ulpbi6urqEA3PWGRZFvIL+YX8Qn6nk9+UspfFaivrWwS1o1Kp8Pf3t3YxbAaVSiUmZ6yAWfUhSXD5svJLS4MrV5RfWpryS09X3gILCsxzfkMJD4fGjSE4GFVwMAHBwRAcrLxxRkQob5l27sFSV8T1oovQh+OTlpbGhAkTSElJwd/fn86dO7Nx40Zuvvlms53TkdqVkMX20GggMVHFuXMBxMXBnj1w9Kj5zxsZCUOGwKBB0KqV6Yy1jlIvIGQxFcIoWwtlL+B+fn74+vpqgws7m1EC0AZOFvIL+YX8Qn5nwhyyO5sO64MkSVy4cIGoqCi7HxplCsrCOQh9KNRbH7KsGF3j4uDiRbh0qfx38aLpC2wOkpOVHyCjTPLj7u6Ozl0mMBDatlWMtBER0LQptGihGHMduB2J60UXoQ/H55tvvrH4OR2pXQlZrEtxMZw+rRhd//67ovFV1vZtYJln6EuXYNEi5VdGx47w6KPQowfU9VHeHuulOoQspkEYZY1AkiTOnj1Lq1atcDG3X7sNIuQX8gv5hfzOKL8zy24LqFQqAgMDhSH7P4Q+dDFKHzk5cOaMYoA9d075P3VKeQt0IFyruk9lZsKuXVUf0KIFtGsHzZtDy5aK8bbC7MP2jLhedBH6EJgDR2pXQhbLkpUF+/fDtm2wfn3N+7q46JquGjWCbt2ULqtxY2VQSFCQEuHHx0cJU1Cb6KWlyqPB1avKQJjTp5Xy7NlT9f7HjytG2TKeew7GjDHu26Y91IuhCFlMdG5ZrhjISlCZijOpCU9Z5/WUAyG/kF/I76zym1J2Maux4QhdCepFmbvNv/+W/+zF89UWUKlgwADFWNu+vfIvwogIrIzoF8yP0LHAnBQUwKFDsHEjrFtn2DG9esHAgdCsGURHK/FfLfUqIklw/jz8+iv8+GP1+7m7wxdfQOfOlimXwLao731TeMoaSdk/1uhwAAEAAElEQVSLubMi5BfyC/mF/M6IM8tubSRJ4vz58zRt2lTUAYo+EhIShD7+Q6uPhg1RHzkCBw4ob3wnTli7aFZBBoqLinD38KjfAE9Zhi1blF8ZAQGKobZbN+UXFma5N+M6Iq4XXYQ+BObAkdqVkMX0XL6sdCWffabMeVkTPXvCrbcq3wKbNi2P41omS1BQU1Qqy8miVisDSJ59VvkBXLgAH3+sePeWUVwMkycry08+CffdV333aCv1YgqELKZBeMrWQkWrt4+Pj1MPYdVoNEJ+Ib+QX8jvdPKbUnZ79UDZtm0b7733HgcOHCAlJYVff/2VUaNG1XjM1q1bmTlzJv/++y9RUVG89NJLTJo0yeBzlukqKysLFxcXfHx8nM5LuypkWSYvL0/o49o1OHAAef9+SvfuxTUuzkJR5ioQHKyMlwwIKP8FBir//v7KGEpPT/D2Bi+v8p+HR+1jHWVZcdEpKVHGVxYWQn6+IndeXvnv2rXyqaYzM5HT09GcP49LXp5l9DFkCMTEQO/eipHWxhDXiy72rg977UPtibro2N7bVUWELKY4rxIhaP16WLq05n1vvRVuugm6dlW6zurztM16uXIFXn5ZCXlQmfvvhyee0DfO2qosdUHIolDfvkkYZWtBdP4CgUAgMBX22qds2LCBHTt2cN1113HHHXfUapSNj4+nY8eOTJs2jYceeoi///6bGTNmsG7dOoYOHWrQOe1VVwIzUfaWt3Mn7NgBBw+a/5yRkdCkifIfFgahoUrgutBQxSBr6x+o8vMVF6WUFGUisJQU5Xf+vBJP19R4eMCoUXD99XDddYoxWiAwIaJfMD9Cx4K6cukSrFoF331X/T5t28K4ccp3vIYNLVc2S7BpE7z4on76zJkwfrzlyyOwHMIoa2Yqx5TVzmhr518C6oIsy0J+Ib+QX8jvdPKbUnZHeNlRqVS1GmVnzZrFunXrOH78uDZt3LhxZGVl8ccffxh0njJdZWRkcPXqVZo1a+Z0XtpVodFoiI+Pdw59FBfD7t0QG6sYY69c0dtFBoqKivCoz3D9Nm2gdWtloqvoaMUQGxEBbm71Kb1VMLh9yLLiYRsfDwkJyu/cOdi713SF6dABhg5VQh6Eh5suXyNwquvFAOxdH47Qh9o6ddGxvberighZjCMrC37/HT76qPp9br8dRo+Gjh2NmxCrIvZUL6dPw7336qf/8IPyuGFPstSGkEVBxJS1IJIkceHCBVq0aGH3ja4uCPmF/EJ+Ib8zyu/MsteVXbt2MXjwYJ20oUOHMmPGDKPzUqvVRERE2H2sKlPh8PooKFAMsH//DZs3K0P3a8HdUOOpu7syRrJdO8UI26qVYoB1dZzHYYPbh0qlhFoIDITu3XW3ZWUpb5WnT8PJk7B1qxJGwVjKJlibN0+ZEnvsWMVA27KlxWLROvz1YiRCHwJz4EjtSshSO5KkfL+bO1fxjq2Ku+6CkSOVrtYUt3t7qpc2bZRwBocOwZQp5en33qvoY/Fi+5GlNuypXmrDmrI4zlOoBXBxcaF169bWLobVEPIL+YX8Qn5nxJllryuXL18mNDRUJy00NJScnBwKCgrw8vLSO6aoqIiioiLtek5ODqB4Knt5eSFJErIso1arkSQJoMpllUqFSqWqdlmj0aBWq6tdBt2J3SRJwsXFBVmWq10uK1d1yzWV15DlynKU6QNwDJlKSlD98w/yxo0QG4tKkigbxqWCKpcroqrwAK2zb6tWyB06oO7cGblDB+ToaNSurvoy/acbU9eTtdqep6cnsixrz2+0TH5+qHv1QurRo1yO3FxUJ06gOnIEed8+OHSo2rqpsp4yMuDLL+HLL5Xt99+PNGQILm3bIleS1dRtz8PDQ0cftlJP5rxH1CSTu7u7tlrsUSaB7VHWLzkCQpbquXIFli+vPjzB0KFKHNU2bUz/3c0e66VbN8U4++OP8N57StqZM3DDDSo+/9yLnj2tWz5TYI/1Uh3WlMX+TdoWRJZlCgoKcNaID0J+Ib+QX8jvjPI7s+yWZM6cOfj7+2t/UVFRgGLgPXPmDKmpqaSnpwOQmppKRkYGACkpKWRlZQGQlJREdnY2AImJieTm5gKQkJBAXl4eoMS7Lfxv+t+4uDiKi4sBOHv2LKWlpUiSxNmzZ5EkidLSUs6ePQtAcXExcf/F4SwsLCQ+Ph6AvLw8EhISAMjNzSUxMRGA7OxskpKSAMjKyiIlJQWAjIwMUlNTAUhPTzdapuzsbM6cOUN8fLx9y5SVBYcOkT1rFpr+/eH55yn+4w+k/zxji4qKkP8zwBQVFmqvv8IqlgsLCxX527ZFc889JD79NMTGUrhoEefHjYMRI8gLDSXh4kWL1ZO12p5Go+Ho0aNa+UwmU0YGue3awdSpxL/wAnmbN8OyZVyeOJHSfv1qrSdAW1cA8nffUTJ2LNxwAyVffsnF3burlak+9aTRaDh48KBWPlupp/rIVGM91SKTRqNhz549FBQU2KVMFy5cQGB7aDQazpw5g0ajsXZR6o2QRZ/jxxXP11tv1TfINm0KH3+sRBp66y0lZqw5BkLYc73cfTf8848yMEdBZvLkQh55RMIOxdHBnuulMtaURcSUrYWK8SF8fHwcJmZGXXCkmCF1Qcgv5DeV/MXFytwrgYHg62uiApoZZ65/U8ruCPHwDIkp269fP7p3785HFYKMLV68mBkzZmhftCtTladsVFQUGRkZeHt74+rqikqlshtvRXN5jAGUlJTg6upaoxw2K9Ply0irV6PasAFVcnKtnpY1emBGRSH37k1p166oY2JwDQqymXqyVttTqVQUFRXh5uaGi4uL5WSSZTSnTqHetw/V1q3Ix45RHdXWb3g48sSJyEOHom7QwCT1pFKpKCwsxN3dXasPW6gna7U9UIyrHh4eqNVqu5MpKyuLwMBAu+5DbZ26PKc40rwDQhaF0lL48094+eWqtz/6KIwZA5a6DB2lXv75B556qry/BhXr10NIiLVLVjccpV6gfrKIib7MjCO8QAsEAtvg339h6VLYvh0KC5U5ZN58E266ydolE1gKR+hTDJ3oa/369RyrYJgZP348GRkZRk/0Zc+6EvyHRgM7dsDKlUq82PrQqxf07av8/vOmFtggxcVw+LDyBrp8ufHHDxumvPF36mSx+LMC20f0C+ZH6Ni5yc+HZcvgiy/0t0VFwYsvQkyMuC3Xh2vXYNAgJTZvGfPmwX+DTgR2SH3vmyJ8gRHIssy1a9ecdgirkF/IL+Svm/yXL8PMmTBxIvz1l2KQBWXelFmzqn7wsTWcuf6dWfYyrl27xuHDhzl8+DCgDIU9fPgwF/8bDv7CCy8wYcIE7f7Tpk3j/PnzPPfcc5w6dYrPP/+cn376iaeeesroc2s0Gk6dOuUQQ6NMgV3pIy0NFi5Upl6eObNuBlkvL7jtNiUg27Zt8NlncM89WoOsXenDAtiMPtzdoWdPePpp2LdPCar36KPQqJFhx69fD5MnQ48eioXgvxjTxmIz+rARhD4E5sCR2pWzypKTA+++qxgGK7+XjBoFf/wBv/6q3JKtYZB1pHrx8tLw7benuO++cqvszJnwzjtgb68ajlQv1pRFeMrWQkWrd4MGDUhISKBp06ba4T3OhCRJQn4hv5DfCPllGVatUmIt5efXvO8vv0B0tAkKaiacuf5NKbu9eqBs3bqVgQMH6qVPnDiRJUuWMGnSJBISEti6davOMU899RQnTpwgMjKSl19+mUmTJhl8zjJdZWVl6YQvcHZkWaa0tNS29XHqFPzwA2zYULfjvb0VN5LBgxXPWDe3ane1C31YELvQx5Ur8PffirE1Odnw40aNgvvuU4IYGohd6MOC2Ls+7LUPtSfqGr7AnttVRZxNlqtXlfeU9ev1t82cCaNHK99GrY2j1sv+/SoeeaR8W5Mm8NNP4OpqvfIZg6PWiwhfYGOIzl8gENSF/Hwl4P3GjYbtb+tGWYFpEH2K4VQ0yjZo0EAb19HZKYvraHP6kCQlNsv338PBg3XL49ZblembazHEVsRm9WEl7E4fKSlK4MKvv67962UZLVvC449D795Qy4cyu9OHmbF3fYg+1PzU1Shrz+2qIs4iS04OvP9+1cbYd96BgQNrvb1aFEeulytXlMefimzZYh/zjjhyvRiDCF9gQWRZJicnx2mHsAr5hfxCfsPkT0uDBx7QN8iq1TBiBAQH66a3a1dxRk7bxJnr35lltwUqzgousEF9FBcrQwLGjFHcaow1yHbrpswkEhsLb7yhxIo10CALNqgPK2N3+ggLgwkTlNAUv/yixPmpjXPn4MknlfAIv/2mtMFqsDt9mBmhD4E5cKR25eiy5OfD3LnKYJTKBtn585VoMzfdZFsGWXDsemnUSInu5OFRvs/Agcr7pK3jyPViSWzscquZbdu2cfvttxMeHo5KpeK3336r9ZitW7fSvXt3PDw8aNmyJUuWLKnz+WVZJjMz02lfzIX8Qn4hf+3yJyQoBtm4ON30pk1h0SKlg01PL09XqeCpp2w/YL4z178zy24LqNVqWrVq5XRhM6rDZvRRXKyMsRsxAt5+G/6LL2wQjRrBQw8pBrWvvoKRI8HHp07FsBl92Ah2rY/oaMUDds8e+OgjZTaZ2njzTejTRwmFUFCgt9mu9WEGhD4E5sCR2pWjylJcrIR479dPmXOzIp9/rhhj+/Sx3fcRR62XMtzdlXkxr7uufL9hw+DCBSsU0AgcvV4shZ1Eq1DIy8ujS5cuTJ48mTvuuKPW/ePj4xk+fDjTpk3jhx9+4O+//+ahhx4iLCyMoUOHGn1+tVpNtBOPLxbyC/mF/DXLf+4cTJsGWVm66bfcokzo9cYbsHu37rZJk6B7d5MW1Sw4c/07s+y2QtlwIoGCVfVRWKh4xi5ZAhkZxh3bqxeMHQs33gguLiYrkmgfuti9PlxcFI/pvn0hMxN+/10JelgT8+Ypv6lTYdw4qDB80O71YWKEPgTmwBbalSRLXMm7QlJuEun56WQXZpNdlE1OUQ45RTkUa4oplUop0ZRQIpVQKpWiVqlxVbviqnbFReWCi9oFNWp83H3w9fDF280bHzcffNx9aODeAB83HwI8Awj0CiTQMxA3F8NHdlgDjUbijz/UvPqq/rYFC5SJu+wFW2hjpqIqWdRq+PJL+OADWL5cSbvzTvjuO2jf3gqFNBBHrxdLYLcxZVUqFb/++iujRo2qdp9Zs2axbt06jh8/rk0bN24cWVlZ/PHHHwadp2J8CF9fX7Kzs/H397f7mBl1QZZlIb+QX8hfjfwXLyqOX5VtFNOnKyMzX3pJCZtXkUGDlCFE9tCPOXP9m1J2EQ/PcMp0lZGRQWpqKq1atcLFhIY8e0Wj0XD27FnL66O4WBle/s03+l+easLDQ3mrGDPGLHFarKYPG8Vh9SFJsGMHfPaZ8gW0Nh56CO6/H42np2Pqo47Ye/sQfaj5qYuOrdGu8kvyOZZ6jJPpJzlx5QRnrp7hUs4lk+RdWFiIp6enwftH+EUQ7BVMkFcQgV6BhPiEEOoTSmiDUBo3aEyITwierobnZyqOHdNwzz3F/8lS/vz6zjvKO4g9Pc7b+72rIobI8uOP8N575etffGHY4BFL42z1Uh317ZvsylPWWHbt2sXgwYN10oYOHcqMGTPqlJ8sy+Tm5uLn5+d0RgkQ8gv5hfzVyZ+WBo8+qmuQVavhlVeUycOffVYJl1eR7t3h9dftwyALzl3/ziy7LeDi4kLbtm2tXQybweL6kCT44w9lfOPly4YfFx4O990Ht99u1qmbRfvQxWH1oVYrHtY33qiM51y6VAl/UR1ffw1ff43L44/T9u67TeqZbc84bPsQWBVLtauswiz+OPcHm+I2cTT1qNnOY4xBFiApJ4mknKRa94sOiCbaP5pQn1Ai/CKI9Isk0i+SCN8IvNxM10+mpcFjj8H58y54epbn+/TTcNdd9nk7dKR7lyGy3H03BATA//6nrE+bpgwG6dfP/OUzhtpkkWWZP8//iZerFzdG32jBkhmPNduYQxtlL1++TGhoqE5aaGgoOTk5FBQU4FXFS0JRURFFRUXa9ZycHKDclTkiIkK7rSwIsFqt1ltWqVSoVKpqlzUajXZmt6qWK56zbNnFxUU7K1xVy7Iso1arq12uqbyGLKtUKqKiopAkCVmWHUYmQ+tJlmUiIyMdSiZj6kmlUhEeHq4tryPIZGw9RUZGauOKlpWxpETNzJnyf7YKFSCjVsPbb6uIiZF49FEVR48q6QoquneX+egj8PS0vkzG1FPZ9V92XlutJ1O3vbJ7f5lBtj4yaTQaBMYhyzJFRUW4u7sLoziKPoqLi82vD1lWZp749FM4e9bw49q3V4YHDBpkka9OFtOHneAU+oiOVoafPPmkEhzxs8+q3VX+5BPk+fNRzZqFavRooyaRc0Scon0ILI6529X5zPN8sPMD9iTtqXXfSL9IQn1CtV6rgZ6B+Hr44uHigYerh/bfVe2qPC8iI8kSkqy835ZoSsgtzKWEEgpLCyksLaSgpICC0gLyivPILsomqzCLrMIsknOTjZLjQtYFLmRVHyS0bXBbWga11Bpro/yiiA6IpoF7A4PyLy1VbodLl5alKM/DY8aoeOopFUbamm0KR7p3GSrL0KFKrNlnn1XWZ85UQhv072+hghpATbJIssSrW15lw7kNuKpd+fP+P/H18LVSSWvHmm3MoY2ydWHOnDm89tpreulpaWn4+fkRHx+Pj48PjRs3JjU1FTc3N4KDg0lJScHLy4ugoCCSkpLw9fUlICCAxMREAgMD8fPzIyEhgZCQEBo0aEB8fDwRERF4eXkRFxdHdHQ0Hh4enD17lhYtWqBWq7Xu05IkERcXR9u2bSkuLubChQu0bt2awsJCkpKSaNmyJXl5eaSlpdG8eXNyc3PJzMwkOjqa7OxscnNziYqKIisri4KCAiIiIsjIyKCkpISwsDDS/5t1KCQkpEaZfP6bhCM7O5uGDRs6hEzG1NO5c+fw9/cnJCTEYWQypp4KCws5c+YMnTp1oqioyCFkMqaeoqKiuHTpErIsEx0dTVZWFvn5BSxYEMHx46XIsoybmzsaTSkzZ+bRsWMAEyYUcfGiK66ubpSUlKBSqenTx5WnnkqiuLgB3t72c4+QJAl3d3cKCwtxd3e32XoyR9vz8/Pj1KlTRERE4O/vX2+ZBMYhSRIXLlygRYsWdj80yhRYRB9nzypP/vv3G35M797KLIfdull0TKRoH7o4lT58fZU2d++9sHYtzJlT5W7FRUV4vPsuvPuu4mp04432NW7XhDhV+xBYDHO1q9yiXKavn86JKyeq3D6o2SA6hnSkdcPWNPFvQqhPKC7q+p1fo9EQFxdnsCylUik5RTlkF2aTWZjJlbwrXMm/ovMfnxVPVmFWrXmdSj/FqfRTVW5r16gdnUI60TSgKc0CmtEssBkNvRpqjUf79yvelBWJjoZnnomnZ8+mdn+9O9K9yxhZBg6E+fPhiSeU9aefhvffhwEDzF9OQ6hOlmJNMS9vfpm/4/8GlOvk5qU38/nwz+keZpuTqVizjTl0TNl+/frRvXt3PvroI23a4sWLmTFjBtnZ2VUeU5WnbFRUFJmZmfj5+ZGcnEzjxo1xdXW1C88+U3qMybKs9T4u85y0d5mMqaeSkhJSU1MJDw/Xnt/eZTKmnjQaDcnJyVqPQUeQyZh6AvSu/+XL4cMP1VT0gp0xQ6JjR3juOTUZGeXpIDN0KMyercLFxTZkMqaeJEkiNTWV0NBQ1Gq1zdaTOdqeLMskJSURHh6Oi4tLvWTKysoiKChIxMMzABE70ApkZyuBy37+2fBj+vSBKVOgUyfzlUsgMASNBv7+G158seb9GjdWjLOtW1umXAKTIfoF82MrOt6ZuJMnNjyhk6ZSqZjeYzr9ovvRLKCZXXlMyrLMteJrpOalkpybrP2l5KZw6uopUnJT6pSvu8qbzMM3UpjUBo+8FnjktcK1uBGLvlHRpYuJhRBYjd27lZAUZbz3nmKwtUXyS/J5dtOzVXq2v33T2wxpMcQKpTIv9b1vOrRRdtasWaxfv55jx45p08aPH09GRkadJvoSnb9AICjj3DllhG5xcXna6NHQpQu89RaUlOjuP2GC0plaYDSvwIYRfYrhlOkqKysLd3d3PD097eoFzFzIsqydhMRk+tBoYNUqZYb7wkLDjrERY6xZ9GHHCH2gxEHetAleegkZkCUJlVqNnjYGDoQXXoCgICsU0jrYe/sQfaj5qYuOTd2uvjn4DQv2L9Cuh/iE8P6Q92nfyPxT0FvzGsktyiXlWgpJOUlcyrnExeyL/HvlX85cPVPl/hkZkJqqmxYSAg0bgp+HH4OaDaKlf0s6NO5Ai6AWeLt5W0AK82Dv966K1FWWffvgkUfK1999V4kUZU0qy5KWl8Yzm56p1rt93fh1hDYIrXKbtalPG3Oqib6uXbvGuQozrsbHx3P48GGCgoJo0qQJL7zwAklJSXz33XcATJs2jU8//ZTnnnuOyZMns3nzZn766SfWrVtXp/NLkkRGRgZBQUFarydnQsgv5BfyK/KXlqr53/90DbKdO4OnJ8yerXuciws88wyMHWvR4pocZ65/Z5bdFpAkiaSkJJo1a2b3Q9ZMgcn1cewYvP224XFju3eHxx+3ujG2DNE+dBH6QPn6ecstcPPNSGvXUvLyy3h4eOjvt2WL8nvuORgzxim+mor2ITAHpmxXK46v0DHIfj78c3pG9KxvEQ3GmteIr4cvvh6+tG6o78WfX5LPxeyLXMy+yNGLF3h/0TmuBW0HtTLC190dmjYtn8QrpyiH3079RlFRkc79L8o/isHNBtOuUTtt/Fq1yvbvfY5076qrLD16wMKFMHWqsv7cc9Y3zFaU5UjaEZ7/63kyCjKq3DfMN8xmDbJg3TZmV56yW7duZWAVftoTJ05kyZIlTJo0iYSEBLZu3apzzFNPPcWJEyeIjIzk5ZdfZtKkSQafs6LVu0GDBjrDd52NysOXnQ0hv5C/TP4vv1TzzTe625s2hYQE3bSAAKWz7G6boXOMwpnr35SyCy8fwxG6MjN5ecqMID/9ZNj+zZsrQc1uuMFp43EK7JTSUsUT/N13q99HpVJmx3GQ2b0dFdEvmB9r6vjElRNM+HWCdn3zxM34eYh6LkOW4auvFMOcNg2Zt+dlENgijvOZ5zmVfoq/4/+moKTAqLxvbn4zfZv0pV2jdkT7R9c7Nq/AfBw+DA89VL4+dy4MHmy14iDJEt8d+Y4F+xegkaqf0PjWlrfyxqA3LFgyy+G04Qsshej8BQJBRS5cgHHj9MMTVKZ1a2WenLAwy5RLYB+IPsVwKoYvcHFxwcfHx+6HrJkCWZbJy8urnz62bFEmRcqo2ptBh6AgJfbKbbfZpCehSfThQAh96KKjj7w8JWbyihXVHzBsGMyaBf9Nbuto2Hv7EH2o+alr+IL6tqtiTTF9vumjXV919yqa+DepU171wVavkaQkGDlSN+3mm+G11xQv2crIssyVvCv8m/IvyQXJHEw5SOyFWKPO2T2sO7e0vIWOIR1pFtAMNxe3ekhQP2y1XuqCKWQ5ehQmTy5fnzNHaQ+WJjE7kRf/fJGTGSd10lUqFe2C2+mEMXih7wvc2f5OSxfRYOpTL04VvsDaSJJEeno6wcHBTucpBkJ+Ib+Q/8qVdObObURJSc036qFD4eWXlXAGjoIz178zy24LyLJMWloaTZs2tfsHcVNQL31cvao8uVcYUVQjDz8M999v0zcz0T50EfrQRUcfDRoo8YTuvVeJNXTggP4B69crv48/VrzCHQzRPgTmwBTt6qd/y0dtjG472ioGWbC9a0SWYckSZWBLRZYtq3muQpVKRbB3MNEu0fTv2J97O9/7X34yV/KvcC7jHKfST7EpbhPnMs5VmcfBlIMcTDmok9Y0oCkj2owgJjyGlkEtcXepwiJsBmytXuqDKWTp3Bm+/RYmTlTWX3hBaStDLDSHVommhOXHl/PVga/IysvSCZHh6erJ2ze9zd6kvTpG2W5h3SxTuDpizTYmPGVroXL4Amd+MXd2w4SQX8i/fn02s2cHgP50IYDypfqZZ5QJv+z8eUEPZ65/U8ouvHwMR+jKxPz1l2KIMmQir0GDYMYMCA83d6kEAutx/DjUFNKsd28l3rKvr8WKJKgZ0S+YH2voWJIl+i3uR2Gp0j+tHreaCL8Ii5zblsnK0h+WPny44vjhamLXusLSQm34g7/O/8XepL0GH+vn4cfINiMZ2GwgrRu2xtPVdj/kOhonTyrfzst46y3FOcic7E3ay7s73iUhK0FvW/PA5rw56E1aN2zNpN8mcTztOAD+nv78df9fdm9Qrw4RvsDMiM5fIBCAMpnz/ffD6dNVb4+MhHfegTZtLFsugX0h+hTDqRi+QKVS4evr67APc8YgyzK5ubmG6yMnR7k5bdxY+77R0crMEb161b+gFsJofTg4Qh+61KoPSVLiKr//fvWZfPQR9O1rtjJaEntvH6IPNT91DV9Qn3Z1MOUgU9cqsxdF+kXy27jfjM7DVNjKNbJ5s9IdV2TpUmjXzvA86iuLJEsk5yZzOv00WxO2suHcBqOOH9ZqGMNbDadTaCe83byNPn9FbKVeTIGpZTlzBsaPL19//XUlEo+pOXnlJJ/v+5xdl3bppGs0Gtxc3bi/8/08HPMw7i7uFGuK6b+kPyUaJd5f/+j+fDD0A9MXyoTUp15E+AIL4swT3YCQX8jv3PL/+afE8eOluLm5UdlTdvBg5au1g4agA5y7/p1ZdltAlmWysrJo0KCB3T+ImwJZlsnMzDRMHzt3wiuvKO42tfHEE3DPPeBmvZhxdcEofTgBQh+61KoPtVoJFD9kCLz4Iuzfr7/PjBnQp48S+sPOO3rRPgTmoL7tan9y+XXXI7yHKYtmNNa+RoqL4ZFH4MiR8rQ+fZTvRlXFjq2J+sqiVqmJ9Isk0i+Sm5rfpJ2kKacohzNXz7DtwjbWnF7DteJrVR6//ux61p9dr5PWJ6oPI9qMoFdEL3w9DB+FYO16MSWmlqV1ayVU+rhxyvorryjfG2+7rd5ZA3A6/TTfHPqGzfGbq9ze3Lc5swfPplPjTtq0s1fPag2yYPuhC8C6bUwYZY3Ezc5eVkyNkF/I74xcvQr/+59K7wbt7q68q40d63jhCqrCWesfnFt2a6NWq4mOjrZ2MWwGg/RRXKzExPzxx9oz7NlTMUZFRpqmgBZGtA9dhD50MVgfQUHKJGAHD8LUqfrbd+6E/v3hu++gfXvTF9RCiPYhMAf1bVcV405G+UeZokh1xprXyIULcGeleZA++6zug1fMJYufhx8x4THEhMcws/dMQIkxGp8Vz67EXaw+vZqL2RerPHZn4k52Ju7USWvXqB0jWo9gcPPBBHoFVnmcI927zCFLy5bKoI+77lLWZ89WDLMjRtQtP0mW2HFxB98f/Z4DKVXEXweCvIJ4otcTDGs1DLVK12mlLGxBGd0a275R1pptTBhljUCtVhMcHGztYlgNIb+Q3xnl37lTcSADFa6u5Ya5li2VuD0tWlitaBbFWesfnFt2W6DMU9bf39/uvSNMgSzLZGdnV6+Pixfh+eeV8Ww14e6u7Hf77Xb9ValWfTgZQh+6GK2P7t1h+3Z4911Ys0Z/+4QJ8NBDiuHWDkdOiPYhMAf1bVfJucna5WBv6z5vWesaWbFCN4qKp6cy52B9onRYUhY3FzdaN2xN64atmdh1ovb8aXlp7Enaw5rTazh8+XCVx568cpKTV07yzo53tGmNGzRmRJsR3N76dsJ8wxzq3mUuWZo3h5UrYcwYZf311xXD7KhRhueRnp/OujPrajSs+3n4cX/n+7m74914uXpVKUvFDy3uLu60bljDrHQ2gjXbmDDKGoEkSaSkpBAWFuaUQ1iF/EJ+Z5K/uFj5Ov3DD2UpMiUlJbi5udG6tYolS4wfRmTPOFv9V8SZZbcFymI8+fn52f2DuCmoUR8bNiixVGpj0CCYNQsaNjRPIS2IaB+6CH3oUid9eHoq4z9HjYLJk/W3f/21YkFZuRLs7IOdaB8Cc1DfdpWen65dtvYkUZa+RoqLlXigCQnlaQ8/rHz7qe/prX29q1QqQhuEMqLNCEa0KXfZzC/JZ3/yftaeXsuWhC1VHnv52mUWHljIwgMLtWnFxcUMbzucYa2GcX3k9bi52OcoNnPWS9OmsGoV3HGHsv7mm6DR6HtgVyS/JJ/tF7ez4ewGdiTuQJKlKvfz9/RnfMfxjOs4Dh93JZSPJElVynIu85x2uWVQS7uoK2teL8IoayReXl7WLoJVqY/8JZoS4jLjOJdxjvOZ50nLS+NK3hUScxLJL8mnWFNMiVSCm9qNht4NCfQMxMvViwbuDQj2Dtb+Gvk0Itw3nEi/SNxdLGsVE/XvHPKfOaPYNeLidNNV/w3N+OEHu3YsqzPOUv9V4cyyWxu1Wk1UlHWHM9oSVeqjsLB6z76KuLgoY9puucVhbmKifegi9KFLvfTRubMyXOadd2D1at1t164p11F9xhZbAdE+BOagvu2qVCrVLruqrWuesOQ1kpQEI0fqpv34o+lG4dnq9e7t5k2/6H70i+6nTdNIGk5cOcHaM2tZfXo1Gkmjd5y7uzt/nv+TP8//qZMe2iCUW1rcwi0tb6FFUAu9ofS2hrnrpUkT+O23cg/ZOXMUw2xZaAOA7MJstl/czt/xf7P70m6KNcXV5teqYSvu6XgPQ1sMxcPVQ2dbVbJoJA3xmfHa9XbBRsxOZ0Wseb0Io6wRqNVqgoKCrF0Mq1EX+QtLC/nr/F98d+Q7zmeeN+iYYk0xKbkppOSm1Lqvn4cf7YLb0cS/Cc0Cm9GmYRtaNWxV7xkeq0LUv+PLL0nKzKYLFkBpaeWtKlxdXXn9dYexZRiFM9R/dTiz7LaAJElkZGQQEBAgPJVR9JGVlVWuj+RkeOaZ2sMV9OwJr74KoaGWKaiF0NOHkyP0oUu99eHurnylve02mDJFf/v06TBpEjz6qF2EMxDtQ2AO6tuuKhplC0oKTFk0o7HUNbJxI/zvf+XrjRop335MOQrPnq53F7ULnUI70Sm0Ey/e+KI2PTE7kXVn1/H7md+5lH0JVxd981XqtVS+PfIt3x75Vic9OiCaAdED6Bfdz2z2gbpgiXqJjFS+05fFlJ37XjGnrx0moMMe9ibv5VT6KWRZrvZ4Lzcvbmp2EyPajKBb427Veo5WJcvF7Is6Rt52jezDKGvN60UYZY1AkiSSkpKIiIiw+RubOTBG/qLSIt765y29GRdNTU5RDnuS9rAnaY9OepBXEN3DutO6YWs6NOpAx5COWjf7uiLq37HlT05WRisePlzdHjKurkUMHOgOOJ78teHo9V8Tziy7rVBQUEBAQIC1i2EzaPWxdy889pjyRakmnn4a7r7bLoxGdUG0D12EPnQxiT66dYMtWxTj68mTutuWLIE//1SG0TRoUL/zWADRPgTmoD7tytPVU2vEySvJM2Gp6oY5rxFZVoyxmzaVp02dWvX8gqbA3q/3KP8opsVMY2r3qdpQYhISey7tYcO5Dfxx7o9qj72QdYFvs/SNte4u7vSP7k+fqD60btiaMN8wfN19LTpk3bxtTOZSziWO5x1n2FvH+ezn4xT5nGHusRJCUquPXOWidiEmLIbhrYczoOkAg43YlWU5l3FOZ7u9eMqC9a4XlVyTiVxATk4O/v7+ZGdn4+vr6zABpuuCocGPtyZs5ZlNz+ile7p6MqrtKJoHNqeJfxOCvIII8AzAz8MPF5WLNk9JligsLSS/JJ/8knyyCrNIz0/X/tLy0kjKSeJI6pFqY55URYRfBL0je9M5tDNdQrsQ7htuVD06UoDxuuCo8suy8iXxgw8gP193W5Mmypw5/+3JrbcW8vrrng4lv6E4av0bgillr9in+NVn9gYnQOiqBmQZvv8ePv645v2io5WwBs4yI6FAYG5kWXFne/PNqrf/9JMy24rALIh+wfxYQ8cjV4wkKScJgEd7PMrkblXEcnYACguhb1/dtCVLoGNHqxTH4cgoyGBz/Gb+jPuTAykH6pxPu0bt6BHeg7bBbWnk3UgbQtHLzbZCmRWVFnH52mWScpM4n3me85nnicuMIz4znvyS8pfa0lI4e7b8uEYhEPyfYdbbzZu+TfpqjdS+Hr71LteCfQv45tA3gDIB3LZJ2+wipmx9qO99U3jKGoFKpbLrL031xRD539/5PiuOr9BJmzt4Ln2i+hj8tUWtUuPt5q3dv4l/k2r3zSvOIzEnkYvZF4nLiONsxtlq46Ik5SSx8sRKVp5YqU0b2mIovSJ70SO8B2G+YTWWS9S/48mfkaG8V23bppvu4QFPPKEMIXrrrbJUFXfe6eWUoQvAMevfUJxZdltAkiTS09MJCgoSnsqAVFBA4Ysv4vXPP9R4O7rtNmUyLwePh1wW3kK0DwWhD11Mrg+VSgnU1717+UwqFbnrLvjwQ7jxxvqfywyI9iEwB/VtV34efiShGGUvX7ts6uIZhbmukUuXymN8lrF5M5jT7u1I17shsgR5BTGm/RjGtB+jTZNlmczCTI5cPkLshVi2JmzlWvG1Gs918spJTl45WeM+0QHRtAhsQaRfJIGegfh5+OHr4Yufhx8+bj54uHrg6eqJh4sH7i7ueLh64KZ2Q6VS6clS5pBWWFpIUWmRdjm3OJeswiyd39X8q6RcS+HytctkFGQYpDtXV2jVGs6eAZXkTv6ZrnToGsPT42Jo36h9veI4V1UvFT1lWwS2sBuDrDWvF2GUNQJJkkhMTCQqKsrub2x1oTb5Fx1apGOQ/fK2L7ku/DqzlsnH3Ye2wW1pG9wWKjgCZRVmcebqGU6nn+Zk+kn+jv+7yoDhG+M2sjFuI6AElh/RZgQ9wnvQI6IHAZ4BOvuK+ncs+bduVQyumZm66Z07K/PgNGkCzz1Xnh4QIOPvfxFJcgz5jcXR6t8YnFl2W6GkpMTaRbANMjJQPfUUrocPg1sND7mzZytGWSdBtA9dhD50MYs+mjSB7dvh8cfh0CHdbU89BdOmwYMP2mQQetE+BOagPu2qsU9jrRHM2kZZMP01sm0bzJxZvh4TA59/bpmIQo50vddFFpVKRZBXEAObDWRgs4E62/KK80jKTeJcxjn2Je1jT9Ie0vLSDMr3QtYFLmRdMLo8ZZSUlOBW03OcCVCr1DQPbE77Ru1pF9yOyCHtmT6uFWrZnX+PwU4P6Dyt/uepXC/xWeWTfDUPtK+RI9a6XoRR1ghUKhWBgYFON3S3jJrkP3HlBJ/v+1y7Hjsptt4xXOtDgGcAPSN60jOipzYtLS+No6lHOZp6lP3J+zlzVXdSlFKplFUnV7Hq5CoAwnzDuL317fRt0pe2wW1F/TuI/NnZ8N578EelEETu7so71H33KQ9JkgT79pVvv+EGaNjQ/uWvK45S/3XBmWW3BdRqNWFhNY9kcAri4+GRR1Clp+Ne3YN806ZKuAInGj4t2ocuQh+6mFUfnp6wcCGsWKHEQKrIF18oxtqPP1bclGwE0T4E5qC+7SrcN1y7nJybbIoi1RlTXyMLFsA335SvP/UU3HuvybKvEUe63s0hi4+7D60btqZ1w9YMazVMZ1uJpoSUaymk5aWRei2V85nnOXHlBP9e+VcnNEBdMaVBNsgriNAGoUT7RxPtH03TgKY0DWhKE/8meLh66Oy79W8YNEhZ/vprJbTBY4/V/dyV60UjaUjKTdKutwi0n/BZ1rxebOcpwQ5QqVROHb+oJvlf+PsF7fKSUUusapCtjhCfEAaHXM/g0iZQ2oMilzSOXDnKvsx/2Zp/knhNuhIrTJJAlkmR4lh46B8W/nf87TmNuTG/EdfnB+Ht6Qve3rq/gAAICoLgYOW/YUNllmtv25jpsb44QvuPjVW8YzMqjfZo315xLKtox7h0CXJzy9f79rWM/LIscyH7AmeuniG7MBt3F3ea+DehU2ineg0vqS+OUP91xZlltwUkSSItLY3g4GDn9VTev1/5agTIQGlpKa6urrrhCwYNUm5kDtLnGEpZeAunbh8VEPrQpb76KNYUU1BSoB1OWlhaiCRLuKhdcFG5oFapcR/eD98OLWkweRrqilflnj0wcCBs2GAzE4CJ9uH4zJkzh1WrVnHq1Cm8vLzo06cP77zzDm3atDHbOevbriL8IrTLiTmJlGhKrDbk2VTXiCwrzvJHj5anLVqkjMizFI50vVtaFjcXN5r4N6kxjKJG0pBTlKMXYiCrMIvc4lwKSgrIL8kntziXzMJMsguzKSwtpFQqpbi4GFc3VyRZQkbG3cUdX3df3F3ctT83tRvebt7asAh+Hn74uvvi7+lPiE8IIT4hNPJuZNS14uenjBYdMEBZX7JEMczOmFE3PVWul+TcZJ3Ryc0Cm9UtYytgzetFGGWNQJIkEhISaNq0qd3f2OpCdfKfvHJSG5y9kU8jOoZYOVp5cTFcuADnz0NcnOJdlJwMKSmQk6PdzQPo+d9vOl5ccwnnkH8++wLy2RCSTaabbriDtV6JrPG4gKqhmrbXPBmR4s+Aq76EFNdyIwwMhIgIiIxU/ps0gZYtoVkzxT3TTrDn9l+dd6ybG0yZAhMm6DuyHD+uu96li8T58+aTP684jx///ZG1Z9aSmJ2ot72BewPu6nAXE7pMoIG75V/u7Ln+64szyy6wAdavh1deqXmfRx6BBx6wzFhIgUmQZImU3BQSshJIzEnkSt4V0vPTuZKv/GcWZpJZkKl3nEqlws/DjwjfCAI8A/D38CfAM4DQBqGE+4YT3iAcjxIPggm2glT2hSRLpOWlcTH7IgdTDrL70m6Opx2v/cDqeFADZ87qJLW75skNEzvQ/Y2vadUshkCvwHqWWiComdjYWKZPn06PHj0oLS3lxRdfZMiQIZw4cQIfH9tzmgFoGtBUu6yRNFzMvkiLIPvxsKtMcTH06aOb9scfit+OwHFwUbsQ6BVo9H3d2sbyBg2UkBr9+inr338PJSXw7LP1zzsxR/cd1t7CF1gLYZQ1ApVKRUhIiNMOYa1O/p2JO7XLNze/2bKF0mjg3DnFgnbsGJw4AQkJirdrdQQEQOPGijdrQIBiNA0IoIG/Pzd6eXGjhwczPT1JVxWwM/cEW6/sY1u6MoOjLEmoVCpOSRKn2ki8K+XhjycTPXtxU2E4EZmlcPWq4op59ariapmZqfwqW/nUamVm7FatFCNtx47QoQPY6AOTvbb/6rxjO3eGl19WbONVcbJCfPfwcGjUSIW3t+nll2WZ1adX88neT8guzK52v2vF11h0aJESu3nMCloGtTRpOWrDXuvfFDiz7LaAWq0mJCTE2sWwDsuX6w2LVgFuFb8izZtX/mTthNhD+ygbAXEs9RjH0o4ReyGWq/lX65xXdmF2jf1FGT3Ce2iHZrYNbkuzwGaoVc5luC9rH7IsE58Zz65Lu1h1chUJWQmmP5mLK7RtqzyHFhYCcLJBIScbFMJXo6BlC3BTPsaH+IQwudtkBjUbRJBXkOnLUg32cL0I6scflTwQlixZQkhICAcOHKCfmfqK+rarys+0cZlxVjPK1leWrCwYPFg3bedO6/jhONL1LmQxLd7euobZH39UDLMvvmhcPpVluZh9Ubvs4eqhE5rE1rFmvQijrBGoVCoa2MjwI2tQnfwVZ9gLa2DmOBylpYrhdc8eJeDniRPaB18dfH2VsegtWij/kZGKZa1xY4OHdgYDI7iJESjxZo+mHmX7xe2sOL6CYk2xdr9sYD5HmO95BALg4TEPc1Pzm2gW0AxVXp7ipXvpUvkvIUExJOfkKF688fGwaZOSmUqllLdzZ+jUSYkEH24bNzN7a/85OfD++4qTWUU8PWH6dLj77pqdyi5UiN3eqZN55L9WfI1XtrzCtgvbqt3H3cVdp70BjFs5jqWjl9KuUTuTlqcm7K3+TYkzy24LSJJESkoKoaGhzuOpLMvw5ZdKwK/Km/hvgoioKFSffFL9lyUnQZIkUlNTba59XCu+xu5Lu9l2YRvrz66v/QATUjaByL7kfexL3qez7YaoG+gW1o1ujbvRMaQjLmoXi5bNUsiyTHxWPGtPr2XRgUVmn1BFi0qlXJNpacrH+Yqci1O2eXqSlpfG3O1zmbt9rnbzYz0f4452d+DnYb5wObZ6vQjMR3a28gEnKMh8xv/6tqsgryAaejfUfqyKy4jTmcDZktRHlosX4Y47ytc7d1biyVrrm74jXe9CFtPj7a3MV9m3r7K+apViaqltcFZFKstS0SjbNKCpXX0Itma9CKOsEWg0GuLj42nWrBkuLo75EFsT1cl/taD8odMsMS8vX1bcHXfvhgMHIL9ScO0GDRQv006dFE/T1q2hUSOT9oCuale6hHTBL8+P6ZOmk16Qzj8X/+HnEz8rDw4V+PLAl3x54EsAJnWdxLBWw2jeepBuhrIMV64oxtlz5+DUKcWTNjlZCbkQFwe//qrsGx4OvXpBz57Qo4fi3WsF7Kn9b9umeMdWfh/q0QNeekmJIlEbly6VL7doYXr50/LSeGLDEzofNUCZKXNA0wHc1vo2ujbuip+HH6VSKWeunmHpkaX8ef5PAO7/9X42T9xs1pe3ithT/ZsaZ5bdVrCYQcUWkCTli9JPP1W/S4cOyJ9+isqML9n2hK20j2JNMdsvbufH4z9yIOWA1cpRk1f/jsQd7EjcoV0f3HwwfaL60CeqD8He9j22tlhTzJ5Le5i/dz7xmeWzP9dnlEOn0E5E+EYQ7B1MQ6+GNPRuiKerJ6CEP5BkicLSQq7kXeHytcuk5qWSkJVAMihfgZOSdDOMj1dGSVXhIPDp3k/5dO+nAHQM6cjsAbN1hnWbClu5XgTmR5IkZsyYwQ033EDHjlWHlysqKqKoqEi7nvNfqDfpv1GHZf9qtbrGZdf/RnBI/40qVKlUOssajQa1Wl3tcqugVlqj7Kmrp9BoNLi4uCDLMpIkVbksyzJqtbraZUPLXnFZkiTc3NyqlaM6mQ4c0PDww2qU8Swy48crk3pJkqQ18FQnh7lkAnBxcdGWwViZqlouk8MaMlVsYxXT7U2mim2sun0sJZObm8SOHS7ccIMMwJo1KkpKZF57zTCZAFxdXbXnupBV7tXUzL+Z3bW9svc8Q9tkRTnqgzDKGoFarSYiIsLuv87UlerkV1WY1CCvJK/+J5Jl5aF1yxYlEnXFceQA/v7lBsru3ZUYrRaok4ryhzYIZUz7MYxpP4acohy2X9zOb6d+42DKQZ1jlhxewpLDSwB4tMej3NLyFsWNX6WCkBDlVzHo0NWrShiGY8fgyBHlPzlZMdCWGWnbt1eicw8YoHhcWOjzqz20/+q8Y318lAejkSMNU5ck6b5HNW1qWvnT8tJ4aM1DejPM9ozoyTN9ntGLv+OqdqV9o/bMGTyHm+Nv5rk/nwNg0LeD2Ddln0WG1dtD/ZsLZ5bdFlCr1QQ7SyA2jUaZrGvDhmp3UQ0ejOfrr9tVTHJzYgvtIzk3meXHlrP8+HKrlqMM18pB0mvgr/N/8df5vwDoENKBW1veyk3NbqKRTyNzFc+kSLLE/uT9vLntzWpnba9JH+0ateOmZjfRObQzTQOaEugZaNo+9eBBpKlTuOxRwknfQv4KzuVPLijPrjWEqzqedpwxP40BFAPt3MFzadygcb2LYwvXi8ByTJ8+nePHj7N9+/Zq95kzZw6vvfaaXnpaWhoBAQGkp6cDEBISQmpqKm5ubgQHB5OSkoKXlxdBQUGkpKTg6+urGGUuXCAwMBA/Pz8SEhIICQmhQYMGxMfHExERgZeXF3FxcURHR+Ph4cHZs2dp0aIFLQNbsvXcVjw9Pfk39V/OnDlDu3btKC4u5sKFC7Ru3ZrCwkKSkpJo2bIleXl5pKWl0bx5c3Jzc8nMzCQ6Oprs7Gxyc3OJiooiKyuLgoICIiIiyMjIoKSkhLCwsFplCg4OJjExEV9fXwICAkhMTKxRpn/+8WLmzBI8PNxRqVRMnpzElCmhSJKas2fP0qpVKyRJIi4ujrZt21pUppKSEnJycggKCiIpKclgmaqrJ7XaOjJduXIFNzc31Go1SUlJ2rZnzzKlpKRUeT1ZQ6ZNm/Lo398NDw8Pfv9dIj39GgsW+BskkyzLZGRkEBISwtm0s9rJaP3wIysry27qKSsrS2sATktLq/W+V1GmSxW9ueqASpZluV45ODg5OTn4+ysNUsy+XTUzN87UDr8e3XY0/+v3v7pllJamvIiuW6dM0lWGSgVdusCNNyoeo61b2+xkJoWlhey5tIe1Z9ayNWFrlfu4u7jzeM/HubnFzbV7peTnw6FDSriGvXsVr9qKREVB//7KrNvKGHvTCGKHxMbCnDnwX1+npV8/eP55xf5tKJmZcHOF8MgrVihhf01BTlEOD615iPOZ5W1crVLzWM/HuK/zfQYN85i9dTa/n/kdgA+GfED/pv1NUziB2RF9iuGU6SozM5O8vDzCwsIc2zCu0SiBrsvC2VTFhAlIjz5KSmqq4+vDQMrCW1hDH3EZcbz1z1scTT1a+87V0Da4LdH+0QR5BRHgGUCgVyAN3BvgqnbFTe2Gm4sbKlQUaYooKi2iSFNEYWkh2YXZXC24ytX8q1wtuMq5jHNcK74GlIcvqA9dG3dleKvhDG05FG83w8I+WZJLOZd4b8d7Ol6/1VGmjyCvIB7q/hC9InoR5R9luWGVcXFKzKRKFM17l+Mt/VlxfAVbErYYlNWTvZ5kfKfxdQ47Yc3rxRSIPtRwHnvsMVavXs22bdtoVkOYm6o8ZaOiosjMzCQgIMAgj7HS0lIuX75M+H8h1+riBbc5fjOz/pqlLcdvd/1GZECkVTxly4Ywu7i41OrZt2yZmo8/VrxjAb74QkW3btb3Ki0jKSmJsLAwrTejPXgrGtLGKu5jbzJVHiZvTU/ZisvFxTI33KDWtuX+/VW8/37tnrLJyck0btwYlVpF7296I8nKttcGvMatLW+1m3oqLS0lJSWFiApDag31lM3KyiIwMLDOfZMwytZCxc7fx8eHuLg4WrRo4ZRDWDUaTZXyz9s1j2XHlgHQObQzi0YuMjzToiL46y/FELtvn+IlC+DmphhgBwxQrGo2MESzOvmro1Qq5WDKQVaeWMnm+M1V7hPhF8EDXR9gULNBhg1DT09XxubHxir6Kq4QazQiAm65BW69VXHtNDHGym8pMjPhvff07RgBAcoskkOGGG+rvnAB7ryzfH3LFvD2rr/8kiwxfd10nRh/7i7uzB08l37Rhk++UKwpps835R7W+6fur1N5jMFW698SmFJ28UJpOBWNspIkERAQYJdGBIMwxCA7axaMHYskSWRlZTm2PozAGvq4lHOJF/9+kRNXThh8TBP/JlwfeT1tg9vSpmEbovyjTG7sLNYUcyn7EieSTpBWmsbZq2c5dPkQ6fnptR9cA6PbjmZ0u9G0C25n1QkPJVlic/xmnv/reYOPeazHY/QK7kWbiDbWvV5SU2H4cP30996DgQMBZdb5AykHeGfHOzpDQKsi0CuQlWNX4u/pb1Qx7P3+IfrQ2pFlmccff5xff/2VrVu30qpVK6OOr4uOTdGuruRd4dYfbtWuzx08l8HNB9dwhHkwRpYPPlDm4yxj5UqzvILVGXu/3isiZLEMpaVw/fXl6717wyefVL9/RVmu5F9h+LLyfm7xyMV0Cu1kxtKalvrUS337JmGUrYWKCvb19aW4uBh3d3ennIVb+YKiL/9vp37jzW1vAuDm4saWiVu08baqJTERfvkF1qxRxpyX0b278tB6001KrFgbojr5DaEsztz3R7+v1qOma+Ou3NvpXvo26YubiwEeLvn5SpzdzZsVI21BQfm2tm3htttg2DAw0UNrfeQ3B7Ks2C/efReyK01CPWSIYpANDKxb3kePwuTJyrKrK+zaBVB/+T/f9zmLDpV/tHBzcePjWz6mZ0RPo/N6YsMT7EzcCcBPY3/SC3lgamyt/i2JKWUXL5SG4zS6MsQg+/bbyo1NYFXyS/L5YOcHrD69utZ9vd28uavDXfQI70GXxl1qfy4yI3nFeZy4coJDlw9xIPlAnePdNg1oygNdH2BIiyGGPaeYiKLSIpYcXsJXB7+qdd+G3g2ZdcMs+kT1sarOqyQnRxnZVJl3360yPTE7kbf/eVtvsrbK/DbuNyL9Ik1VSpvGafqFevDoo4+ybNkyVq9eTZs2bbTp/v7+eHl51Xq8NXV827LbuHztMgD3d76fJ69/0qLnN4ZZs+Dvv8vX//gDRGQQgSOg0Si+cWV07w4LF9Z+3JHLR3hwzYPa9T/v/5NArzq+jNsZwihrZkTnXzsJWQnauFcAnw37jF6RvfR3lGXFurViBezcWZ4eHg4jRigGxApDEhyV3KJctiRs4euDX1cb/2xEmxGMaT/GcK+UggLFg3bDBkXHGo2S7u6uvMjfeacyGZqDGNPS0mDuXEXkioSEKKEK+hnudFole/fCo48qy40a1Rje0WD2Je3jkXWP6KS9fdPbDGlRN0PLT//+xLs73gXg8Z6PM7HrxHqXUWB+RJ9iOBU9ZXNzcx0zrq8hBtmPP4YbbtCuSpJEUlKSY+qjDlhKH3su7WH6+uk17uPl5sXU7lMZ1GwQEX4GzChpBgzRR7GmmONpx9lxcQd/nv+z2meR6nBRu/BYj8e4o90d+LhXHxe1vuQV5zF/z3x+OflLrfu+2v9VhrYciruLbqxlm7terl1TRoFV5pNPFJekajhz9QzjfxlfY9arx62utd3ZnD6MRPShtVPde8PixYuZNGlSrcfX1VPWFO3qhb9e0E5o2z2sOwtvN8ASZGIMkeXhh5W5p8vYutXmfIkA+7/eKyJksSyVDbMdOsC33+rvV1GWP8//yf82K2Esvd28iZ0Ua1eOPPWpl/r2TWKiLyPQaDTa4MLONnwXqpe/LBZaRkEGANsvbtc1ymo0yqfEJUvgzJny9D59YOxY5WXTRm9IFTFV/ft6+DKizQhGtBlBWl4am+I28dm+zyjRlGj3WXN6DWtOrwGUCcJua30bIT41BEX18oKhQ5VfZib8+SesWqXEoP39d+XXqpUS02zYsDpNEGML7V+WYfVq+Ogj5b2mInfdBdOn1zhvhlHnKaNsguT6yF9QUsAb297QSZt63dQ6G2QBovyitMun0k/VOR9DsYX6txbOLLstoFKp8PX1tasHO4OQZcUDtiaD7MKFiotCBRxWH3XE3PooKi3i6U1Ps/vS7mr3Gd12NGM7jKV1w9ZmKYMxGKIPdxd3uod1p3tYdx7v9TjJucn8c+EfNsZtNCg+rkbS8PGej/l4z8c80PUB7u9yv2EhmAykqLSIj/d8zE///lTjfiPbjOTRHo/S0LthtfvY3PXSoIHyRbny1+PHH4dvvlHmUKiC1g1bs3/qfjSShqVHl/Lp3k/19hm5YiQAf0/4u9qwBjanD4HJsYa/lanaVafQTlqj7Mn0k2gkTZ3jJ9eVmmSRZeVVquLUJzt2gIeHBQtoBI50vQtZLIuLi+Kk1PO/wZz//gv33KMbrgN0ZSnzcgeI9Iu0afmqwpr1Ijxla6Fy+IKy2eTsrZGZAlmWq5X/9djXtUbERj6NWDd+HepSDaxdC999B2Uz0nl5wejRigUt0r6GWtUkvymIz4xn3dl1LDm8pMrtvh6+zLphFgOaDjBsSJ4sw7FjinF206by+LNBQYr+x4xRAq8aiLnlr43kZHjzTaWDqEjz5vDSS9C5s+nOtXs3PPZYef4//VQ/+T/Y+YHOrNwx4TF8Pvzzek0yUnGISPtG7flu9Hd1zssQrF3/1sSUsgsvH8NxaF3JMsyfD0uXVr/P0qXQrp3lyiTQ4/K1y9y27LZqtz/R6wnGtB9jkxNh1ZWU3BQ2xW1i1alVJOUkGXzcIzGPcE+ne+qlC0mW+OHoD3y85+Ma95s9YDa3tLwFV7Ud+5YUFCgT2FZm2TJlQlsD2J+8n2m/T6tyW4hPCL+P/91yk5lZCIfuF2wEa+r4WOoxHlj9gHb9+zu+p21wW4uWoTpkWYmw99+k7IDyvuBqx7chgaA2JKncMAvQpIkSgbKq16F3tr/Dzyd+BmBQs0G8e/O7Fiql9anvfdOxemoLYKsu5paiOvkrBmK/kneFwys/VYbMv/22YpD184OpUxWPzZkz7c4gW4Y5679ZYDMe6/kY+6bsY9HIRQxrNUxne25RLi9tfom+i/ry0JqHOJRyqOav4SqVYqmcPVsJdPTUU9C4MWRkwBdfKE8W77wDKSkGl9Ea7V+SlIgXY8boGmTVamX40Pffm9YgW5Z3GRUftuoi//nM8/z474/adT8PP94Y+Ea9X5SKNeWTvOUW59YrL0Nx5vufM8tubSRJ4sKFCzozvdo9335bs0F22bJqDbIOqY96YC597ErcVa1B9qnrn2LngzuZ0GWCzRlk66uPMN8wJnadyOpxq1l25zLuaHeHQcct2L+Afov78cPRH3T6J0PZc2kPPb/qWaNB9usRX7N/6n5ua32bwQZZm71evLwUF7vKjB8PFy8alEVMeAz7p+7n57E/621Ly0uj51c9WXdmnU66zepDYNeYql21CW6jE4LkyOUj9S2a0VQliywr051UNMju3Wv7BllHut6FLNZBrdZ9/754UZm2pswEUVGWyp6y9oY160W8ZRqBJEmcPXvWLi4gc1CT/D0jeipD13Jz4fx51q16R3FtDApSjLDr1ilGWX/jZom1JSxV/yqVis6hnXl94Ovsfmg3H9/yMR1DOursc/jyYaasnUKPr3rw9j9v1x4Pzs8P7r0XfvsN3npLmQisqAh+/lnxXJ4zR5kZuAas0f4vXIApU+D998sdfUEZ3ffjj8q2OkRiqJWKcaHKxK2r/B/v/hhJLj/myV5P0sinUb3LmFmYqV12UZl/aJcz3/+cWXZbQKVSERgY6Dge2qtWwaf6Q4+1fP99jZ5yDqePemIOffx4/Ece3/C4XvqINiOInRTLvZ3v1YtdaiuYUh+tG7bmxRtfJHZSLM/3fZ4w37Baj/lw94cM/m4w2y5sM2gYdUZBBkOWDqkxXu+SUUvYP3U/XRt3Nab4gI1fLx4e+sHxAe64Q/mAbiDNApuxf+p+lt+5XG/bq1tfJWZhDLlFysdbm9aHwG4xVbtyd3GnU0j5bO1HUi1vlK0siywrTu0V56Xet88uIu851PUuZLEelQ2zqanKlDWSpCvL5bxyo2yEr3Xi6tcHa9aLCF9QC5XDF0iShFqttpuLyJTIsly9/KdP8+4X9/MT/wLgqXJlY8d38blnguIN4ADUKL8FyC/JZ2vCVuZun0t+SX6V+8zsPZORbUbWPvGGLCsR6hctKr/LurnBqFHwwAPKjFl6h1hOfo1GcSKrbLfw9oYnn1TsyOZ8GLp0SVEFKHPPrVlTN/n3Ju3l0XWPate7h3Xny9u+NIn+vtj/BV8f/BqADiEd+HZUFdHXTYi12781MaXsYuil4TikrrZtUz5UVocIWWB15u+Zz3dH9MPBTO42mUd7PFrFEc6DLMvsSdrDVwe+MshYcl3YdTzf93maBTbT2ybJEksOL+HzfZ9Xe/zC2xfSPax7tdsdhtxcGDhQP337dvA0IFxVJbZd2MbMjfr3manXTWXqdVPrUkKbwSH7BRvD2jr+cv+XfHXwK0AJw7H+3vUWL0MZsgz9+0P+f69dHh7KZelkj8ECAaAfysDHB7ZsKX8nH/jtQO0HwPm3zqdPVB8rlNI6iPAFFsbZPaX05M/MVEIU3HcfdxzIV3qp4IYUtmrOhusbOoxBtgxr1r+3mzfDWg1j2wPb+PP+P3mi1xN6+8zbNY/+S/pz4+Ib+efCPzoemjqoVBATA59/Dl99pSyXlCies6NGKen5+oZfS8h/5gxMnKhvkO3fH1auVKJimPvrdMV7aVZW+bIx8suyzBf7v9Cuq1QqZt0wy2QGzX/T/tUuR/paZoiIM9//nFl2ayNJEufPn7f/Ojh1qmaD7LffGmSQdRh9mAhT6uOj3R9VaZD96JaP7MYga872oVKpuD7yer4Z+Q2LRy7mxiZVxEStwIGUA4z9eSwL9i3QCWlQNrS+OoPs/278H/um7DOJQdYurhdfX2WC1sr061c+XMcI+kX3Y9+UffSL1p1MbOGBhcQsjOH0udO2rQ+B3WHK66xbWDftclpems6QaEtQUZabbip/HfL2tj+DrF3c/wxEyGJ9yjxmy+Y8zsuDvn1lzp49T35xvtYgC9Q8QbmNYs16EUZZI5Akibi4OLu7gEyFjvySpMx+dMcdylBMWaZlv1F07nU7NAoBFxdWnVxllRlAzYUt1X+gVyATukxg/9T9rB63Wi/mW0FJAU9tfIqeX/Vk8urJnM88X01OQLduSozZL7+Erl2VOAGLFinG2VWrFLdVzC9/cbFSjPHjFdtFGQ0bwrvvKiEMqnDgNQu+vuXL+flKczdW/oMpB3Vmsb6t1W20CGphkvLlFeexP2W/dr1lUEuT5FsTttT+LY0zy24LqFQqQkJC7NtDOzUV7ruv+u1ffQUdOhiUlUPow4SYSh/Lji3j+6Pf66T5efixZeIW+jbpW6+8LYml2ken0E58eMuHrBizolb9fHPoG275/hYOXz7MsmPLGPbDsCr3G9x8MDsf3MnodqNNVn67uV4CA2F9JY9ASVJCf9UBlUrFvKHz2Dxxs962e/66h0OXD9UpX4GgKkx5nXUK6YSLujws1+HLh+udpzGUyXLbbSptyAJ3d4iNtS+DLNjR/c8AhCy2gVoNu3YpXuOgvL/fc080add0Q+6E+oRaoXT1w5r1IsIX1IK1h3DYJOfPw+uvw/Hjynrr1vDss9CtG7+f+Z3ZW2drd/3q9q90vngKzIcsy5y5eoYPdn3AwZSDVe5zR7s7mN5jOv6e1cT2lWXlqWP+/PKJJpo3h+eeU7xpzcTx40qTOl/Jdjx6NDzxhK6R1FKMGQMJCcryhg3QyMgwsNPXTWdP0h5AiZG16u5VNG7Q2CRlW392Pa9seUW7vmTUEr24wwLbRPQphuMwusrLUwyyiYlVb583T/GIE1iNfUn7eGTdIzppk7tN5pGYR+zypckaHE09yvs73+fElRN1Ov6nsT/RPLC5iUtlh8THw9ixummTJsFjj9Ur28/3fc6iQ4t00ro27srXI76uV76WxmH6BRvGFnQ86bdJHE9T3jPHth/LrL6zLHr+u++GuDhlWa2GPXvszyArEJgTSVKi7uTlKeuF/kfxuGsyKhV4uXmxbdI2p3p+EuELLIgsyxQVFTmU96cxyMXFlHz2GfL48YoVzccHZs1SJiXpphheh7QYQkPvhtpjfjj2g7WKa3Jsvf5VKhVtgtuw8PaF7J2yl/m3zsfXQ9eauerkKm767iZiFsaw4vgKSqXSypnAgAHKLFrPPKOM4z9/HqZNQ375ZYpSUkwqf2EhfPSR8r5R0SDbpAksXAj/+591DLIA0dHlyykpxtX/qfRTWoMswOi2o01mkJVlmRXHV2jXAzwDaN+ovUnyru28ttz+zYkzy24LaDQazp07h+Y/r327QpLghReqN8jOnm20Qdau9WEG6quP3KJcPYPs/Fvn82iPR+3yhcJa7aNzaGe+HfUt84bOw8vN8NBV02KmsXfKXrMZZO3uemnWTAkhVZElS2DHjnpl+2iPR9k6aSsARUVFgOKBGLMwRvRtgnpj6uusYugSS0/2NWWKxIkThYByXdizQdbu7n81IGSxLdRqJZ6sr69MUVEhxa5XOHVa8e8K8bFPL2Br1oswyhqBJElcuHDBOYewnj6NfN99aBYsgNJS5SXy55+Vr/kVAny6u7hzd4e7teuxF2JJzK7mZdTOsKf6V6vU9Inqw5aJW9j54E6e7/u83j7v73yf67++nj7f9GFv0l7dh3I3Nxg3Dn77TaljlQo2bEAzejTSqlV1inFWmYMHlS/R3+uOFmXyZFixArpbeW6PykZZY+p/5YmV2mW1Ss19nWsYtmwke5P26ngiDWs1DLXK/Ldye2r/psaZZbcF1Go1ERERqO1hquPKfPEF7NxZ9bYZM+C224zO0q71YQbqq4+B3+pOsLT8zuV2PTmFNduHSqWiX3Q//p7wt0ExeEe3Hc3kbpPN2ofZ5fXSsyc8X+m57cknITm5Xtk2cG/Avin78PPW9eLp8VUPnZi/AoGxmPo669a4fJTluYxz5BXnmSTf2njxRTh0SIWbmzugxM+0Q9uSFru8/1WDkMX2UKvhr78gKMgNjXsGyHD6NDTysr/QBWDderHvlmBhXFxcaN26NS4uLrXv7ChIkjIb9MSJqM+fxzMsDNXbb8MHH1Qb4PPOdnfi4aoEGpFlmeXHl1uyxGbDXuvf3cWdMe3HsH/qfrZM3MI9He/R2V6sKebRdY/S46se3LvqXl0jup+f4g29eDGq1q3xLi3FZc4cmDYNkpLqVJ68PJg7VwmTVjGLDh0UY+yjjyqxm6xNxfl24uIMr/9rxdf449wf2vUhLYYQ5htmkjJJssSHuz/USRvTfoxJ8q4Ne23/psCZZbcFVCoVXl5e9vfVffNmJT53VYwfX3OM2RqwW32YifroI2ahblie1eNW06phK1MVzSrYQvtwd3FnUtdJRPhF1Ljfr6d+5cE1D5JRkFHjfvXBFvRRJ8aMgZEjddNGjFCGGNUDlUrFjgd38O7N7+qk9/mmD2l5afXKW+C8mPo669K4izYvSZY4lnbMJPnWxEcfwaZNACrUajV796rMPrGwubHb+18VCFlsExcXFVu2uODiq/TjsgzrfgrFHp2ArVkvdn6rsSyyLFNQUOA8w3zS0mD6dPj4YygtRR4wgILvvkO++eYaPxv6e/ozovUI7fqa02vIKcqxRInNiiPUv6+HL0/3eZr9U/ez9p619AjvobP9dPppRv84mpiFMby8+eXyL9MdOyJ/9x3Fjz2G7OWluLmOG6ed5M1Qdu1S5oZbuVI3/ZlnYPFiaGn++aoMpuKcO8ePG17/68+up7C0/KVpQpcJJivT0iNLOZdxTrs+pMUQmvg3MVn+NeEI7b+uOLPstoBGo+HMmTP2Nczr/HklFndV9OuneMnWEbvUhxmpqz7WnVmns/7T2J9qNSLaA7bQPvKK8+j5VU+Scmr/eHss9RhDlg7Rxo80Nbagjzrz0kvKBGAVueUWo567KlOmj/5N+utNAjbsh2EcSzW/8UvgeJj6OvPz8KNVUPkHsiOXzRvCYOnSiiP3ZL799gyybIf3jErY9f2vEkIW20QZ8n+G+6de0X7EUOeHcOON2J1h1pr1IoyyRiBJEklJSc4xhHXbNsXotm8feHrCSy8hzZ1LUl6eQfKP7zRe+5WhsLSQVSdXmbvEZsfR6j/MN4wFty1g/9T9LBq5iCCvIJ3tG85toP+S/sQsjGHhgYWUyBIX+/ZFWrZMiS1QUABvv63MxJVWs3dFbq4ykdfjj8PVq+XpffrA2rVKU7O1r9FhFZxb9+41vP4rtvWujbvSumFrk5TnVPopFuxfoF13VbvySMwjNRxhWhyt/RuDM8tuC6jVaqKjo+1nmFdenjKaoCpatIA336zXDc/u9GFm6qIPWZZ5deur2vX/3fg/h5lkytrt4/K1y/Rf0r/KbTHh1U8YOum3Saw8sdLkH7+srY96oVLB77/rpl27pgTdryMV9eHn4cfeKXt1tj+w+gG2XdhW5/wFzok5rrOKIQzMGVd20ybF/6iM2Fho2dJO7xmVsOv7XyWELLZJmSwZhVdp00Z5vHUtCqW4WJkIzJ4Ms9asF/tvCRbExcWFli1bOvYQVklSJhiYORNycpQx3MuWwahRuLi6Gix/lH8UA5uWx2lbcXwFJZoSc5bc7Dhy/XcO7cym+zexb8o+3hz0pt72hQcW0mdxH8ZtHseaa/uRFyxQ2oi7u+L+es891U5C8c8/StjENWvK0zw94a23lIegMNOM7Dc5KpViNC7jypXa6/9cxjkdT9bRbUebpCzp+ek8velpnYnZHuz2IFH+USbJ3xAcuf3XhjPLbguoVCo8PDzsY5iXLCtG14wqhmO7u8Mnn4C3d71OYVf6sAB10UePr3RHiYxuZ5p7tS1gzfZxPvM8ty3Tj5PcObQzux/azRe3fcF7N79X7fFzt89l9tbZ+pOQ1gO7v148PGD9et20r76CkyfrlF1lfahVavZP3a+zz8yNM9lwdkOd8hc4J+a4zrqFlRtlj6UdQyOZ3rpz6JASR7aMv/4CHx87v2dUwO7vfxUQstgmZbJkFCrPvW3agLeshLjMz4dbb7Ufw6w160UYZY1AlmWuXbvmuENYs7LgscfKY+CNG6csN1GGRxsrf8Vh2+n56TpxNu0Rh69/lJvRLS1vYf/U/ex5aA9Tuk/R2S5JEm/98xY9vulFzLV5/PneNOS2bSA7W5mE4pNPlIngUGz6r7wCTz2lOI6VMXw4rFsHQ4fafvD8gRXmf9m7t/b633huo3a5gXsDbmp+U73LcK34GjM3ziT1Wqo2rW1wWx7o9kC98zYGZ2j/1eHMstsCGo2GU6dO2ccwrzVr4M8/q962eHG1sdiNwa70YQGM1cfmeN0h25U9Be0da7WPI5ePcNfPd+mlT+42mUUjF+GqdgVgYLOBrL93PW2C21SZz7qz63hg9QPkFuWapFwOcb2EhCgOExW5/37ljddIqtNHZcPsy1te5u/zfxudv8A5Mcd1VtFTtqCkgLMZZ02WN8DFizClwmvOr79CQICD3DP+Q8himziiLOl56dq0Zd801L7jZ2QoIdLtYbChNetFGGWNQJZl0tLSHPPF/ORJuPdeZZx2mRvjM8+Am5t2F2Pl7xjSke5h3bXrS48utWvdOXT9V4GL2oWHYx5m/9T9xE6K5fbWt1NSouvt/MK/8+lx4ymuH5FGbMNc5G+XwMMPs2VVJkOG6Dp3BAXBp5/Ca6+Bv79lZakr119fvvz339RY/7IsszGu3Cg7rNUwPF0963X+3KJcpq+fzokrJ7RpAZ4BvHvzu9oXXEvhbO2/Is4suy2gVqtp0aKF7Q/zOn8e3nij6m2vv664D5gAu9GHhTBGH7Is89yf5bF+H+z2IGqVY+nRGu1jV+IuHlzzoF76uze/y6M9HtVLD/EJYenopUzvMb3K/E5eOcnQ74eSnJtc77I5zPXSs6cyQWBFBg82Or5sTfqobJid9dcsEWNWYBDmuM4aejfUmTfhaOpRk+Wdk6PMcVHGokUQ9d/gM4e5ZyBksVUcTZbmzZvrTNgZ6ttQZwBtYiJMnlyvcOgWwZr1Yv8twYKUNTpHuIB02LoVHnoIUlMVr9hvv1XcGCtRF/kndpmoXT6feZ5dl3aZosRWwWHr3wB83H14dcCrHHv8GBvu3cANUTeUb1SpKG0cwtNDoHu/c0R4bOXhV9ZQkntNu8v48fDbb7pGTnugYmiFHTtUNG1aff0fSzum8wI5rNWwep07OTeZKWun8G/av9o0Nxc33r35XcJ9w+uVd11w5vbvzLLbCjav+6IiZWLMqhg3DobV735QGZvXh4UxVB/TfteN9ftwzMPmKI7VsWT72HNpD49veFwvfenopQxqNqja49QqNQ90e4Avbvuiyu3FmmJGLB/BySt1G6avcy5HuV6eekp3vbgYli83Opua9FHZMPvA6gdIy6t53gCBAMxznVV07jHVB4LSUhhU4dY0dy507qy7j8PcMxCy2CqOJEuJXEKJVO64FeAZgLu7EsKwjOPHlUG19mCYtcp5rXJWO0WWZXJychzHW0qWlekmn31WeaHs3Ru++06ZiKTK3Y2Xv09UH1oElef3/dHva9jbtnG4+jeSMvmDvYP5+NaP2T91P2vuWaN9YMqRfTkjtSQLb5JufI9T/a7nXL8ujH/zF6Y/UVTfMIpW46GHypZkdu2qfgj71oSt2uVw33A6NOpQ53MeSD7AxN8m6sSndVW78v7N7+s8oFoSZ27/ziy7LSBJEmfPnrXtidbmzYMrV/TTO3WCGTNMeiq70IcFMVQfRaVFHEg5oF2/o90dDuclC5ZtH/uS9jF9vf7HiF/u+oV2jdoZlEdMeAzrxq+jkU+jKrff/+v9HL58uM5ldKjrRaWCLVt00+bNq3Wy1YoYoo/KhtlhPwxDkh1AfwKzYa7rrGvjrtrlY2n1N8rKsq6DyLRpisN5RRzpniFksU0cTZbDJw9r1309fHF3cQfAy0vx/Stj504ltKGtYs16cbynUTMiyzKZmZmO8WKu0cCcOcpMS7KsBPv46CNo0KDaQ+oiv0ql0vGW3Zu0l9Ppp+tTcqvhUPVfB6qSP9w3nLk3LGTg2f14rF6Jd851yqQUajXBrpm0kONYtv8pblh0AzELY/hs72ek56fXcBbbY/jw8uXlyzXV1v8/F8s/Bw5uPrhOQcKLNcXM3zOfaeumkVmQqU33dPXk/SHvc0OTG2o42rw4c/t3ZtltAbVaTatWrWzXq2DXLvjll6q3vf8+uJo21IjN68PCGKqPB1brxuF+otcT5iyW1bBU+ziaepRH1j2il75u/DqiA6KNyiu0QSirx61maAv9UVoAD615iD2X9tSpnA53vfj6wtdf66YNG2aw+5Gh+qhsmO35VU+jiilwLsx1nVU0yl7KuaQzRLou3Hln+fKAARUdL8pxpHuGkMU2cTRZgsKDtOtBXkE62xs0UEIAlrFhA7xX/XyfVsWa9WL/LcGCqNVqoqOj7f8CKi5WvGNXrVK+us+cCbNmQS0zi9dV/iEthhDaIFS7vvTo0joV29o4TP3Xkcryy7JyYx0yRHHc8ChoSvTRhYxM3c/Gqb8zMqo1KmS4ehUuXQJZZvHhxdzy/S3ELIxh+rrpHLl8xCyzqZqSshhToGL3bn+qum1eyrlEfGa8dr26F8ua2J+8n/tW3cd3R77TMf419G7IV7d/Rd8mfY3O05Q4c/t3ZtltBZv1JsjNhcf1h24D8OWX0LChWU5rs/qwErXpo1hTzJmrZ3TSGrhX/xHa3jF3+7iYfZHJqyfrpW+8b6PO854xuLu48+agN3ms52NVbp++frrOiBRjcLjrpWtXuP123bQPPzT4cEP1UdkwG7MwxuBzCJwPc1xnEb4ROkae42nH65zX3LnK5F6gGIref7/6fR3pniFksU0cSZbswmztckMv/edef3/YWD7tCj/+qP9t0VawVr2IN0wjkGWZrKws+/aWys+HJ56AbdvA3V35VDF+PBjg1VdX+V3Vrtzb6V7t+sa4jVy+dtnoolsbh6j/elBR/itXlLgwL7+su8/MmfD999C3SxPmP7eF/bf+yoYD7Rh91kV5Eqpwo9uTtIcH1zxIr697EbMwhu+OfEdSTpKFpTKM554DkNFoStm9W7/+t1/crl2O9IukdcPWBuedkJXAc38+x7Tfp3E+87zOtpjwGL4f/b3Bw0DNiTO3f2eW3RaQJIm4uDjbfICt7nP/Qw/BddeZ5ZQ2rQ8rYIg+vtz/pc76ize+aO5iWQ1zt4+Mggzu+PEOvfR149fR0Lt+HyFUKhWTuk7izUFvVrn9mU3PsCV+S5XbqsNhr5fKD2DLlpVbnGrAWH3sm7JPZ33wd4Or2VPgzJjrOlOpVLohDOoYV3b9eli5sny9chSQijjSPUPIYps4miwn48tjvwd6Bla5X8OG8Pvv5etffAG//mru0hmHNetFGGWNQJZlcnNz7ffFPDsbHnkE9u8Hb2/45BNl7IaB1Ef+UW1H4efhp81n+THjJyawNnZf//VEiauZy+rVMrfeqsSFKaN7d1izRrHv6zgTDhlCo3lf8L+kFuzfGM3m7S2Y2XFKlfnP3zOfkStGErMwhnErx7HuzDpSr6WaVygDGTFC+ddopP8MtLr8c6E8dMGNTW40KHTBqfRTPP/X84z9eSyb4zfrbHN3ceexno/x+fDPq42zZ2mcuf07s+yV+eyzz2jatCmenp706tWLvXv3VrvvkiVLUKlUOj9PT0+jz+ni4kLbtm1xqWU0h8XZtk1506tMhw4wper7nCmwWX1YCUP08e2Rb3XWBzQdYOZSWQ9zto/8knyGLB2il77mnjV19pCtilta3lLtBGDP/vksuxINnzTWYa8XtVp58KrIHXfUGsbAWH2oVCrW3rNWu55VmMWhlENGF1fg2JjzOusS2kW7XJe4sufO6cax3L69Zl8kR7pnCFlsE0eTxT/EX7te08fZxo3hp5/K1996S7kebQVr1oswyhqBWq0mKirKPoewZmbC1Knw77+KD/kXXxjtxVMf+b3dvBnbfqx2/ddTv5JblGt0PtbEruvfBFy5oubtt6N4801d+V95RRmlGx5ezYExMfDVVxAUhN+peMa/u4H9o9az56E9LBi+gG6Nu+kdci7jHK9ufZXhy4YTszCG8b+M55cTvxCfGW+VySY8PaFnTxXu7u4UFqq4erV8W7GmmIOXD2rXawozkF+Sz+pTq5n420TuW3Uff53/S8/Q1yeqDz+N/YlJXSfZ1CQ0ztz+nVn2ivz444/MnDmTV199lYMHD9KlSxeGDh1KWg2TzPj5+ZGSkqL9XbhwwejzyrJMUVGRbRnFc3OVoQFV8c47tYYDqg82qQ8rUps+4jLi9NIqxzxzJMzVPiRZot/ifnrpK+9aSbhvdQ8AdScmPIYfx/xY5bbHNzzOwZSDVW6rjENfL+Hh+h+AFi+u8ZC66CPMN4xRbUdp16esnWLzoacElsWc11mXxuVG2eNpx416D7h2DcaNK19fvVp5pq8JR7pnCFlsE0eTJf1a+XwxtT1fNW+uG7pgxgw4ccJMhTMSa9aLc79hGokkSWRkZNifq3lODkyfDnFxEBysGMjatzc6m/rKf3fHu7Wz8eWX5PPrKRvzWa8Fu63/eiLLyvCC4cNldu8uBZQb1YABSnyYESMMiH7Rpg0sWqS8QFy6BFOn4pJ+lR4RPfhqxFfsn7qfNfesYWbvmXi66j8tnbl6hjnb5zD257H0/Kon1399Pe/teI8/4/7kUs4li9w8X3xRorRUkX/27PL0o6lHKdGUAMqEXN3CdI3MOUU5rD+7nmc3PcvNS2/mjW1v8G/av3r5t2/Unvm3zufjWz4m0i/SjJLUDWdt/+Dcsldk3rx5TJkyhQceeID27dvzxRdf4O3tzaJFi6o9RqVS0bhxY+0vNNR4bzpJkrhw4YJt6f+TT6pOf+cdxRXAjNikPqxIbfr4cLdurM2eEY49YZG52sesP2fppX1x2xc0DWhq0vNUpEVQC365q+pJ9KauncqJK7W/yTn89TJ1qu76559DVla1u9dVHy/1e0lnvdfXvYw6XuDYmPM6a9OwDW4ubgAUlhZyLuOcQcfJsu6A0HnzICKi9uMc6Z4hZLFNHE6Wy+UOF4Z89O7aFd59t3x9wgSDou+YHWvWizDKGklBQYG1i2AcubmKQfbMGQgKUlwamzevc3b1kT/IK4gRbUZo11ccX6E1ZtkLdlf/9SQ1FR58UBleACD/93X63XeVAPlGzWETGQkLF+oYZqngYRfuG874TuPZPnk7e6fs5fs7vufBbg9WmVWpVMqP//7IC3+/wKgVo+jxVQ/6L+nPG7FvsOL4CvYm7eVK3hWTGmvDw8HDQ/EM2bVLCc8McCD5gHafnhE9ySzIJDYhlnm75nHvqnu56bubeGXLK2xJ2EJRaZFevteFXce8ofP4dtS39InqY1DoA2vhbO2/Is4sO0BxcTEHDhxg8ODyeIJqtZrBgweza1f1Q4mvXbtGdHQ0UVFRjBw5kn//1f8gURsuLi60bt3adoZ5HTumTJRZmZtvhptuMvvpbU4fVqY2fey+tFtnfVCzQZYoltUwR/tYc3oNWxJ0gzD+78b/ERNu/omfogOi+W3cb1Vum/DrBC5m1/wm5/DXi0qlH0ZlcPVxX+ujj8rxZT/a/ZHReQgcE3NeZ24ubnQK6aRdN3Syr5Ejy5cnTIB++o7+VeJI9wwhi23iaLJ4+Hlo1w0diTRoEDzzTPn6HXegMxLVGlizXlwtfkY7Rq1WE2HIJzZbIS8PHnsMTp6EwEAlZEF0dJ2zM4X893a6l5UnlEjraXlpbIrbxPDWw+uVp6Wwu/qvB7IM69ah4xEKKu64w52nngI/vzpm3LixYpidOrXcMPv114oHdwXUKjVtg9vSNrgtj/R4hFKplDNXz7A/eT+rTq7iUs4lvazzivNYfXq1Xrq7izsx4TFE+EYQ5htG4waNCfIKIsAzAH8Pf/w9/bUe3DWhVqtZscKdO+8uROOaw4y3rnL3gyl8dfAr7T7bLmxj24VtteYV6BXIzc1vZkz7MTQPrPtHEkviTO2/Ms4sexnp6eloNBo9T9fQ0FBOnTpV5TFt2rRh0aJFdO7cmezsbN5//3369OnDv//+S2Skvjd4UVERRUXlHy5ycnIA0Gg0FBQU4O7ujkqlQq1Wa79iV7VcFr+2umWNRoNara52GZSv5RWXXVxckGUZqaQEl6eeouxzjwrKl59/HlmWkWUZtVqts1xTeQ1ZrihHma7c3d1rlMNgmapZrkoOc8lUn3pSqVQUFhbi7u6Oq6urjhzJOcl67axFYAubl6k+9aRSqSgoKMDDwwMXF5d6yxSfFc/rsa/r6HBMuzHa4eyWkCnSL5LV41YzcsVIKnPHj3ew6b5NBHkHVSmHSqUiPz8fT09PrT5soZ5M2vaCg1HdfTeqH38svx/t3Il0/fV6MgHk5+fj5eWFWq02SiaAL4d/ycPrHgbg+6Pf8/B1D+Pp6mnR60lge8iyTGFhIZ6enmZxLujauKs2ZMnR1KPc0U5/ssGKfP45JP93+w8LU+a4NhRzy2JJhCy2iaPJcvVauTXV38O/hr11GTdOuU6XLVPWhw6FrVuhQQMTF9JArFkvwlPWCCRJIj093T4eCIqLlc8PZTFkFyyol4csmEb+KP8oBjcv/4K/9OhSu4mnYlf1Xw+uXoVp0yobZOHTTyWmT0+nQYN6yl9mmC3zmH38cSXoUw24ql1p36g9E7pM4Ldxv7Fvyj5W3b2KNwe9yd0d7sbXw7faY4s1xexM3MnPJ35m/p75vPj3i0z7fRrjVo7j1h9upc83fYhZGMP1X1/PsB+GMfrH0dy98m7u+eUexv48ljt+vIMRy0dw89KbGbuxB6dvuJFzvYbzQ/4EnqtiOGd1hPiEMLrtaD4f/jl/3PsHz93wnN0YZMF52n9VOLPs9aF3795MmDCBrl270r9/f1atWkWjRo348ssvq9x/zpw5+Pv7a39RUVEApKamkpSURFpaGunp6dq0jIwMAFJSUsj6b7huUlIS2dnZACQmJpKbq8QuT0hIIC8vD4D4+HgKCwsBiIuLo7i4GICzZ89SWlqKJEmcPXsWSVJClpw9exZQvIXT5s+HrCxkSdIakCVJIuXpp8Hfn9zcXBITEwHIzs4mKSkJgKysLFJSUgDIyMggNVWZxDA9Pd1omXJyckhKSjKZTHFxSszVwsJC4uPjAcjLyyMhIQHAIjLVp55KS0tJTEzkzJkzejLFxsfq1FNRURFN/JvYvEz1qSdJUmYPvnTpUr1lOn/xPGN+HKMtg0ajoYF7A8aGj7V42/ORfPiyv3LvKNWUUlKijLQqLS1l1LJRFGuKq5RJkiROnTpFZmamTdUTmLjtPfigtgySRgNPPEHC+fN6MkmSxNGjR7XyGSuTf4Hywl12Pd24+EaLXk91iUsuMD+SJJGUlGS25yRjJvs6cECJmFZG5fnwasPcslgSIYtt4miyXM68rF339zTcKAvw1FPQu3f5+ogRoLFSyHJr1otKtheLmJXIycnB39+f7OxsGjRoQGpqKqGhobY94YskwUsvwaZN4O2tGMDatjVBtpJJ5D9x5QQTfp2gXf902KdcH3l9vctnbkwlvy3z11/w/PO6aWPHKl+YPTxMLH9SEjzwAGRkQPfu8Omn4F67x2p1SLJEUk4Sp9JPEZ8Vz9mrZ9mRuINiTXH9y/ofJSUlyLIb/72f4OUFTZtWvW+UfxTtgtvRtXFXekX0ool/E7v+GuoM7b86TCl7xT7Fr84u55anuLgYb29vVq5cyahRo7TpEydOJCsri9Wr9b3Uq2Ls2LG4urqyfPlyvW1VecpGRUWRmZlJQECA9b0V09Jg2DBd71hAHjoU+Y037MKr1GY8+ywk0wOrH+BYqu4L/N4pe1GhsluZLFlPo1aM0huZsmPyDtzUblaT6WLORcb8NIbKXB95PR8P/dj63vTWvJ7OnEG+915AuTdJ48ejeuopk8ukUqvo+VV5bOY3B77JkBZDLHI9ZWVlERgYaHd9qD1hi88pOUU5DPq2PPTM5omb8fPQL1tOjjIsWrvf5nqM7hMIBAZx1893cT7zPAB/3PcHwd7BtRyhi0YDt96qmAQA+vaFDz80YM4aG6K+900RvsAI1Go1YWFh1i5G7Xz8sWKQdXGB994ziUEWTCd/+0bt6RHeg33JSmyqpUeW2oVR1m7qvw5kZ8PLL8POnbrpCxcq9lIFE8sfEaEYYh96CA4ehP/9T5kkp45GL7VKTZR/FFH+UTrpkixx+dplLuVcIvVaKpevXSY1L5XUa6mk5aeRlJNEYWmhQedwc1MmGnB1A02ROwUFxZSWgut/d9L/3fg/mvg3oXXD1jV679ojjtz+a8OZZS/D3d2d6667jr///ltrlJUkib///pvHHnvMoDw0Gg3Hjh1j2LBhVW738PDAw8NDL12lUnHt2jV8fHy0HzYqGseNXa4YK8qYZdX8+eVlqli+WbNQ/Zd/meGg8nJ9ylt5WZZlPX3UWSaVqtrlquQwl0xVLRsqhyzL5OXl4ePjoydHZYMsKH1F2X62KlPlZWPqqbI+6lre38/8rmeQXXPPGjxcda9RS7e9pgFN+f6O77lv1X065dh9aTffH/ueiV0n6sghyzL5+flG6cNur6c2bVA1aaKdMUW9bJkSJqpBA21ZZFmmoKBAq4+6yjSz90zm7ZoHwEtbXmJoy6HmkamGZYHtUPG+Yw4HBD8PP5oHNtcafk6ln9KbtFGWdQ2yX39dN4OsuWWxJEIW28TRZLmcW+4pW9XHktpwcVEmFe/fX1nfvl25fqdMMVUpDcOa9WJ3Pdtnn31G06ZN8fT0pFevXuzdu7fafZcsWaJ9OCj7eXrqz+xuKJIkkZaWZtuu5suWwQ8/KMuvvgq9TDc7qinlL3toBtiTtIczV8/UO09zYxf1Xwe2bVPmpqlokB0zBv75p6JB1kzyt26tTIfq5gZbtkAFo4epUKvUhPuG0zOiJ7e3uZ0p103hpX4v8cmwT/hxzI9sn7yd/VP3s/P/7J13fBTF+8c/u5eekEbvvYoUDV2KVAERpEoRpX7VnxVEBWliVwQLKgIiIEVEOtIUpCgIBARRQEILIYSEkN6u7f7+mNztXs3dbb/c+/XKK7PlduaZmd3ZfeaZ55l0DHvH7cW2J7Zh04hNWD9sPdY8vgYrB6/E949/jw1DN2BZr2XY+cROXJl5FM3+OIYK93qgdIUf3njoDTze/HE8WONBv1PIAv7b/z2hPMvOZ9q0aVi+fDlWr16Nixcv4tlnn0VhYSEmTJgAABg/fjxmzpxpPX/BggXYv38/rl27hjNnzmDcuHFITk7G5MmTvcqXZVlkZGQo6+rm0iVg717H/QsWyG6Go4r6UBGu6oNhy+f9Kkb/uFt4F/MPzbfZ90HvD1CjQg2BpROHZpWaYemjSx32f3HyC5xKtQ1GVe7ul7VrbbeH21oVi1UfY+4fY7M97Mdhgq4XQNvIcZ+1qdbGmr5496LD8ae4T0uMH08ivPuCPz0zArKoE3+TJbsw27rtSZwWZ0RGkng2Fr75hqgG5ETJdtGUUnbjxo2YNm0a5s2bhzNnzqB169bo168fMngR3O2Jjo5GWlqa9c+vfREdO0ZsvQGy3tyFNZIa6FCzA5pUbGLdXvv3WjdnB5CCggJgxgxg2jTb/cuXExcG4eEyFSQhAXjrLZJeuxbYtUumjG0J0YWgUkQl1Iquhfpx9dGkYhO0qNwCraq2QvPKzdEwviFqVaiFqlFVUTkuHIMGAUXRZwEA+fnAg9UfVKTcAQLIxahRo7Bw4ULMnTsXbdq0wdmzZ7F3715r8K+bN29a/QcCQHZ2NqZMmYLmzZtjwIAByMvLw7Fjx9CiRQuv8qVpGg0aNFDOQopliUsge1q2JOutZEbx+lAZruojsyjT8VzK/+tMaP9gWRb919n266aVmtrEA1ADCTUSMK/7PIf9z/78LO4UcFY75e5+iYgg1rEWMjOJu6hSxKyP9cPWW9M3c29Cb9K7OTuAPyPHfXZf5fus6YuZtkrZ7duBCxdIOjLSu8Be9vjTMyMgizrxJ1koinK6ys0XqlYFvv+e254xA7gso92eku2iqZ6waNEiTJkyBRMmTECLFi2wdOlSREREYCXfm7cdFEWhWrVq1j/7yNHeQNM0qlSpos4bKDkZmDWLfDwOGQI8+aToWYgpP0VRGN+a8yu7O2k30gvSBV9XSlTd/l5y8iTQo4ftDNSwYWS5QNu2zn8jqfx9+xI3BgCJMPbrr+LnIRB7+Z+ZngFzcA4AIPVmKOpE11OucDLgT/3fW8qz7PY8//zzSE5Ohl6vx4kTJ9CBtxrj0KFDWLVqlXV78eLF1nPv3LmDn3/+GW1dPWDcwLIs8vLylLMoOHwYKA3SY8Nbbyni8Erx+lAZruqDr5izEBEcIVexFENo/9j470aHfd8N/k5osSRhUNNBGNdqnMP+kZtGwsyQSCHl8n6xX40weLA1KWZ98I0rAKDLyi6CrxlAm8hxn91XhVPKXrh7wZpOSwPefps77+BBYfn40zMjIIs68SdZ9CY9zKWRuapXEO7qrXlz4s3QwpgxnK9ZqVGyXTTzhWkwGHD69Gn07s3N1NM0jd69e+P48eMuf1dQUIC6deuidu3aGDx4MP7991+fy8AwDNLS0tS3hDU/n4SuKygAWrcGXn9dkg9FseXv06CPzc37478/inJdqVBt+3tBUREx+HruOdv9K1YAM2cC7rx7SC4/37LjjTeA27elycdH7OX/9+4/1iBfETkPYuxYbfsEKgt/6P++Up5lVwMsyyI7O1uZl1ezGXj1Vcf9kyYBdevKXx4oXB8qxFV93C2863BuebCUFdI/cktysfDYQpt9G4Zt8Hk5ohy81OEltK1mO9lTZCzCZyc+A1BO7xeaBr76ynZfqbmR2PWxZdQWm+0CQ4Eo1w2gLeS4z+rH1remb+ffRp4+DwwDDBrEnbNlC/FPKQR/emYEZFEn/iRLgaHAqpStFllNlGv26gWUxqwEADz6KGAyiXJptyjZLpp5O83MzITZbHawdK1atSru3HG0hgCApk2bYuXKldi+fTvWrl0LhmHQuXNn3Lp1y+n5AIn+nJeXZ/MHwPoxHhQUZE0zDOMybWlMV2mz2ew2zbKsQxqAY9poBGbPBnvzJtgqVYCPPwbLK6MlUmpZ5fVUpuDgYNFkAguMu5+zcNh6aavNbAu/7K7SYsjkTTsFlUZ08rqdVCDT2bMsunUD9u5lYYkdPmQIg6NHWbRp45lM/EARossEgFlPlsKxANjHHgPMZnnvpzJk4t///2b8i/BwICQECC9ogStXWBw/Ll3fk0omb9rJcv/7k0yetpMloJBYMgXwHJqmUbduXWUslfkOrvhMnChvOXgoWh8qxFV9FBoLHc4tDwojIf2j15peNttDmw9F44qNxSqaJFAUhc/7O/qjX39+PU7fPl1+75f2tkGQMIb4gBW7PurE1LHZ7rGqhyjXDaAt5LjPdLTOxq/spcxLGD2aO/7aa0CdOo6/8xZ/emYEZFEn/iRLsakYISFk4jY2LFa06770ElC/dB7GYCAByaVGyXbRfk9wQ6dOnTB+/Hi0adMG3bt3x5YtW1C5cmV88803Ln/z/vvvIyYmxvpXuzaJ5J6RkWGNepxVakOdnp5uTaelpSEnJwcAkJqaitzcXABASkoK8vPzAQA3btxAYSH5SLh+/TpKSkjE96tXr8JgMAAAkpKSYDKZwDAMkpKSwDAMTCYTkkqjCRkMBly9ehUAUFJSgsxFi4A//gCj0+HWK68A8fHIz89HSkoKACA3Nxeppb6kcnJyrP7+srKykJ5O3AVkZmYiMzOzTJny8/NRqVIla1oMmR5r+hgigiJQoi9Bnj4P+y7vw/Xr1wEAhYWFuFG6ZFQqmbxpp+vXryM6Oho0TXvdTkrKZDQCM2dmY+JEomjS6/VgGBbffguMHHkFNO1Z3zOZTMjJyQFN09LJFB8PTJsGo9EIs8kEPPGErPeTO5lomkZwcLBVjvO3z8NoNKJhQyA4pymMRiNeeAFISRG/70klkzftlJWVhUqVKuHu3bt+I5On7UTTNIqLi61yCJHJIkcAz2FZFjk5OfLPXBuNJJCXPe+8A4jkP8sXFKsPleKqPoqNxQ7nlofgX772j2Mpxxz2vfHQG2IVS1LCg8MdLDYB4H+7/ofcktzye7/8aLcC7cwZSZ4f64aus9kO+JYtf8g1LvH9yv7w6yVYXqmqVgVGjhQnD38aYwOyqBN/koVvKRsdKl7gW5oGVq/mtn/5hfiOlhIl24ViNdIbDAYDIiIi8NNPP2HIkCHW/U899RRycnKw3cNWGjFiBIKCgrBhwwanx/V6PfR67mUiLy8PtWvXRnZ2NqKjo3H79m1Uq1bNxmKOpmmHNEVRoCjKZdpsNoOmaZdpgFhj8dMWSy1r+q+/gKlTQbEs2NmzwT72mFVxzLKsQ9pdeT1JsyyLO3fuoGrVqtDpdKLJ9E3iN1h+ZjkAElnzm4HfWGV1JoeYMnnTTkajEenp6ahRo4Y1f4/ayS4tp0w3blAYOZKCxTIWoDBoEIPXXqMQHu5dO5nNZty+fRs1a9a0Xl8qmdhBg4C0NFAAmDlzQD32mPT3UxntBMDm/u+xqofV6urjVnsx4/mKAEhdnzxZttyyPCNE7HsMwyA9PR1Vq1YFTdN+IZOn9xPLskhNTUWNGjWg0+kEyZSTk4P4+Hjk5uYiOlq8lxd/JC8vDzExMcjOzkZ+fj5q1qwp7+z15s3A++/b7qtRA9i2jbwtKgTDMEhNTZW/PlSKq/pYc24NPj/haEF5asopUAr4ApYLX/oHwzJov9zWsnLt0LVoVqmZFEWUjCPJRzBtn2300nY12mFW61nl935JSLDZZE6elOT5kbCMy6dttbZY/thy0a7NxzIuBMZQ6fCljuUal/Zf3Y9ZB2bBZALSj/VBzUtkjD5xQrjbAgv+NMYGZFEn/iRLYmoiJm6diJCQEDzZ6km81PElUa+fkgI8/ji3vXYt0EyiVxMh7SJ0bNJMLwgJCcGDDz6IAwcOWPcxDIMDBw6gU6dOHl3DbDbj/PnzqF7dtRPi0NBQREdH2/wBsDZMRESENW1RTDhLW174XaUtSk1XaYqiHNIAuHRuLqg33wTFskD//qAGD7bmT1GU07S78noqU3h4uOgyjWo5ylr/Z++cxY3cG27lEFsmb9opIiLCu3ZykpZDJpYF1q6lSxWyAFEWUvj2W2DePBrh4b71vcjISFlkorZuhaXk9Ntvgyq1XJTsfvJQJsv9n6fPsypkI0Mi8XDHSujZk6vrJUtU8IyQoJ0s978/yeRpO0VGRooqUwDPoWkatWvXlvfF1WBwVMgCJJqIwi/QitSHinFVH8F0sNPzc0pyZCiVcvjSP7448YXNduuqrTWnkAWAbnW74bGmj9nsO3X7FG6yN8vv/bJzp80mfemSJM+P6Z2mW9N/3fmrXFilB+CQa1yyWMomJQFF0X8DIAbhYr5a+dMYG5BFnfiTLEWmIqv7AjEtZS3Urg189hm3PW4cUOpdVHSUbBdN9YRp06Zh+fLlWL16NS5evIhnn30WhYWFmDBhAgBg/PjxmDlzpvX8BQsWYP/+/bh27RrOnDmDcePGITk5GZPto5J6CE3TiI+PV/4GYlkS9TkjgzjPmTlTlgjQUskfGxZr8xK9+eJmUa8vFqpp/zLIzCQOsj/nGQh17w4cOULiwPmKrPIHBQE//MBt9+kjfZ5lwJf/WvY16/72NYh1ET9S5Jo1QGKi3CWUFq30fykoz7KrAYZhkJWVZbViloVt2xz3de4s7CEqEorUh4pxVR/BOudK2fTCdDmKpRje9o8CQwG+//t7m31fP/q1FEWTBWcuF/7v5/9DXolEX3Fqx84QhR0/XpLnB9/AAgA2X1Dnu3wAaZBrXKpRoYY1DrApNB1PPJWPBg3EzcOfxtiALOrEn2TJ1+fDZCZRuKJCoiTJo0sXq1t0ACSsgxRr/ZVsF019YY4aNQoLFy7E3Llz0aZNG5w9exZ79+61Bv+6efOm1XcgAGRnZ2PKlClo3rw5BgwYgLy8PBw7dgwtWrTwKX+GYZCSkqL8DbRjB9GwBQcDH3wAlFpvSo2U8g9rPsya/vHfH1FkLBI9D6Gopv3dsH8/8MgjtjNIn38OfPKJ8G4iu/yNGgHDh3Pby5bJk68L+PJfybpi3W8JgkJRpP4tPPMMUOqm1C/QQv+XivIsu1ooLnb0DyoZZjPw0UeO+2fMkK8MZSBrfWgAZ/URHhTu9Nzb+belLo7ieNM/pu6carM9q+sshOhCxC6SbIToQrB5pK1CkGVYzP5ttkIlUgF799psGkr9tYsJTdE2/ebDPz50c3YAf0SOcenCBQqmG9wK2V7Dr7g523f8aYwNyKJO/EWWImMRWIZoSCNDIiXL5+WXgQoVSPrGDWIAJQVKtYumlLIA8PzzzyM5ORl6vR4nTpxAhw4drMcOHTqEVatWWbcXL15sPffOnTv4+eef0bZtW5/zpigKFSpUUNYX2e3bRMMGAM89BzRpIlvWUsrfonILNKnIyfLL1V9Ez0Moqmh/FxQWAuPHA7NmcfuaNAEOHiTGXWKgiPyvv86lly0D7t2TL287+PLzlbKN4htZ0/HxwFdfcb/p25esgvYH1Nz/paY8y64GaJqW1+/Wr7867uvfn6yhUgGy14fKcVUf8eHxTs9Puie+QkpNeNM/soqzcPneZZt9jzd73MXZ2qFubF3M6MxNogQHB+NYyjFcuHtBwVIpSKVK1iQFoNr//Z8kz4+Vg1fabOfpy6l1cjlEjnHJZAKeegoIzycuDJo2hc37uFj40xgbkEWd+JMsxaZiBAeTlUmRwdIpZWka+OknbvuLL4CLF8XOQ7l20X5PkBGKohAbG6vchznDAAsWAEVFZAnl2LGyZi+l/BRFYUSLEdbtHf/tED0PoSje/i44c4a4J7jA+9Z4+21g/XpAzBgIishPUcQy3EK/fvLl7VAUTn7+S2DDuIY257VvDzz5JLfdvTu5dbWOWvu/HJRn2dUAwzDIzMyUx1KZZYE333Tc/+yz0uftIbLWhwZwVR8VIyo6Pd9eCelveNM/RmwaYbO9eshqv3nOjbxvJCKCyRIhk4ksrRy/dXz59XW6dSsAEvbVaDKBkWCS294P8VuH3hI9jwDqRI5xyfJuHVbQFDVrEiWNFEpZfxpjA7KoE3+SpdBQaB1jLWOuVFSsaGv89OSTxDBNLJRsl4BS1gsYhkFycrJyN9BPPxFHlWFhwPz5sgcbkVr+fo04hdu59HNIyU2RJB9fUbz97TAaiWXsVN7Kw6goskqtf3/x81NM/ho1gMGDue2ff5Y3/1L48p+9c9a6v1Z0LYdzX3oJqF+fpI1GYPJkaXzfyIna+r+clGfZ1YLRaJQnoxMnHPc99hh5DqkI2epDIzirj8oRlZ2e+2fqn1IXR3E86R/pBenILcm12XdflfukKpLsUBSFH4YT3/QsbwD+8d8flSqSsvAs/VmWBfV//ydJNg3iOAefh5MPS5JHAPccOXIEgwYNQo0aNUBRFLY585EuAVKOS0ePkuBeAFA7sonV6OTSvUuS5OdPY2xAFnXiL7IYzAbrGCul+wIL7dsDo0dz2y++KO71lWqXgFLWCyiKQlxcnDJWBBkZwJIlJP3ii4oso5Ra/ojgCBtr2Z+TlFG+uULR9rfjxg2gUydbH6bTpgG//WazSk1UFJWfb7k2bx5ZwyQzFvlLTCXWfdUrVIeOdh7ydcMGLv33384DuWsJNfV/uSnPsqsBmqZRvXp1eZYTObtR//c/6fP1AlnrQwO4qo/YsFin5+tNemQUZshQMmXwtH88vtHWTcGO0epboSSUGhVq4Ll2z1mXVgLAwmMLUWAoULBUCrJmDSgAIcHBoK5ckWQZz+xutr57s4uzRc8jgHsKCwvRunVrfPnll7LlKeW4pNcDr7zCbe/awAWv+zfjX5tJFzHwpzE2IIs68SdZ9Ga9LO4L+Lz8MmebeO6crT5ECEq2i/Z7goxQFIXo6GhlPswXLiRuC1q1sg1+JCNyyD+0+VBret35dapaZqZo+5fCssDKlY5dYMcOEpVQyqIpKj9NAytWcNvTpsleBIv8t/JvWfe1rebaR3VQEHCYZySyZQuwdKmUJZQWNfR/pSjPsqsBhmGQkZEhvaXyjRtAaqrtvoEDgdJgompBtvrQCK7qg6IotKjsPLBr4u1EOYqmCJ70j+zibBjMtg7Pa1RQlzW4WIxvNd66tNLCouOLFCqNwrRoYXVfwAIALw6HWLSs0tJm+7uz34meRwD39O/fH++88w4ef1w+/9BSjkujRnHpJUuAsFDa5tku9iSbP42xAVnUiT/JUmwsls19gQWdzuqRBwBZOZyZKfy6SrZLQCnrBQzD4Nq1a/I31B9/kIhNNA3MnCm72wILcsjfuGJj69KnYmMxTt8+LVle3qJY+5eSlwd06WLrS2XcOODkSXlW1iotP9q0AcJLo2kfOybO09cLLPLfzLlp3cdfpueMyEhg925ue8UKSb6BZEHx9leQ8ix7uWLlSsd9kyfLX44AomHv49KCPytlPeHFvbbr/X4eo66VSWJCUzS+6PmFzb4d/+1AZpG87xBqgX3jDW6D/0IpEjRl+42y/vx60fMIUH44dgy4VWoL0agR0LEjSfOV/1L4lQ0QIIBn5Oo5N0hyuC+wULMmwB/Oxo/XtqvAgFLWCyiKQpUqVeS1liopAT78kKTHjAEaN5Yvbzvkkp9vLbvz8k5J8/IGRdq/lOPHgZ49AQPPsGXDBlvzfalRUn4ru3Zx6QEDZM3aIj/fUrZOTJ0yf1elCvAjz4XdkiUkCJvWUEX7K0R5ll0N0DSNKlWqSLucqLjYdgYFII6rFHAVVBay1IeGcFcfrixlD904JPqSV7VQVv8oMZXg4l3bkMVVo9RlDS4mNE2ja7OuaFW1lc3+mb/OVKhEykIPHYrgoCBYR7Mr4iu0nm7ztM22mTGLnkcA8dDr9cjLy7P5A2CdiGYYpsw0AFSuXBk0TYNhGOvzlZ82m81u0yzL2qSLi82l/iJZACy+/x7WcxrHc9/DV7KugGVZa1n4aU/Kbp8GgCpVqlivZS+HEJnMZrP1uq7SzuTwVSaaplGJ59fOlRxakAkAKlWqZO1j/HO0JhPA9TFX52hFpuySbAQFBQEAwoPC3cottkxDhphRqxYAsMjIYLFpkzCZANd9zBOZhBB4o/cCiqIQFRUl74f5998Dt28TzQ4/opMCyCV/v4ZcwK/dSbuhN+klzc9TlGh/s5koXl94gdv3wANk5lhu/bwi/d+emBiinQaIL7TL8kXRtsjPD0DnLMiXMxo0ANau5bYXLQJWrxa7hNKiivZXiPIsuxpgGAZpaWnSWirv2eO47/nnpctPALLUh4ZwVx+uXMzk6fPw373/pC6aIpTVPxYfX2yz7Y++ZPlY6uOj3h/Z7P/rzl+4mXvTxa/8FwZAce3asE5JPPGE6Hk80ugRm+0Ldy+InkcA8Xj//fcRExNj/atdOhmZkUHcAmRmZiKzdHVaeno6srKyAABpaWnIyckBAKSkpODq1atgGAYpKSnIz88HANy4cQOFpeHRr1+/jpISEpfh6tWrMJRamiQlJcFkMoFhGCQlJYFhGJhMJowbR67BsiymT09BcDBQUlKC69evo0nFJmAYBnq9HleyriA/Px8pKeT9PDc3F6mlrohycnKQlpYGAMjKykJ6enqZMmVlZSEtLQ0pKSnIzc21yieGTEml0coMBgOuXr0KgJMJIP6Ab9y4AQCiyMQwDC5cuGCVLzU1VbMy3blzx5ovv+9pUaaMjAykpaXhzp07Tu8nLcl0r+geSkpKYDQaQVGUy2eEFDJduZKElSvJM6KkRI+PPgKSk32XKTMzE5cuXQLDMB499/gy3brFGW35AsX6q6mASOTl5SEmJga5ubmIjIzE9evXUb9+feh0zoP7iEpmJvD448SC5733gL59pc/TDWazWTb5p+2bhiPJRwAAH/X5CD3r95Q0P0+QU36ALNcZMsR238KFQI8ekmftFLnld1MQoEMHbjtRnmWoFvnnnJ2DpCwysB2ZcMQr/zl//w1MnMhtjx9PFO5a0PWppv0VQEzZ+WNKtCV8cACnWOoqOzsbJpMJ8fHx0lmHJiTYbleqBOzdK01eAmEYBllZWdLWh4ZwVx8sy6Ld8nZOfzex7UQ81+45OYooK97WR+JU/3blwK+PpaeXYuVfnJuSJhWbYP0wDS5dEQDDMMi+eRPxw4dz1rInT4q67IphGbRf3t663b9Rf7zd821Rrh0YQ72Doihs3boVQ+w/KHjo9Xro9ZwBTF5eHmrXro3s7GzExsZaJ3gs1mPO0iaTCdnZ2ahYsaI1X4qiwDCMNW02m0HTtMs0AKt157//Ak8/DQAU4uNZ7NnDQKfTWS3cjKwRD618CAAQHx6PfeP2gWVZ0DRttaJzV153aYZhkJOTg9jYWOh0Ogc5fJXJkubL4SztTA5fZQKIoik+Ph5BQUEu5dCCTPZ9jH+O1mTi9zGapp2eoxWZuq/qjvySfOh0Opz+32m3cksl0549LObMIc+LWrVY/PQTg6Ag72UymUzIysqysS4vqy0tZc/JyUFcXJzPY1Pgbd4LaJpGzZo15fsI+uYbopBt2RLo00eePN0gp/yPNnnUmt57RR0fxnLKv2aNo0L2wAHlFLKAAv3fFTqd5U2NcFoev8MW+S0KWcB7h+atWpHb2sKaNcCCBZIEQBYd1bS/ApRn2dWAZfmdZPXvzOJ+1ixp8hIByetDY7irD4qi0Kt+L6e/23d1n9RFUwR39XEi9YTN9orHVjic42/w62PyA7Y+oi/fu4w7BXcUKpky0DSNivXqwWYu+KefxM3Dzq/snitOViIEUA2hoaGIjo62+QNgfYZYlEbu0kFBQVb3BRZFiuUcS9qi4HSVpiiqVDlE4emnKaC0l27dSlknxC3nhAWFWX+fVZxlU16Korwqu306KCgIlSpVQlBQkFM5fJGJn+bL4SztTA5fZaJp4s7GsrzclRxakMm+j/HP0ZpM/D7m6hytyFRsKna4V+SW6ZFHKNSqRc69dYvCoUO+yRQUFGR1/+TpfcaXQwiBN3ovoCgK4eHh1sqXlKtXge3bSfrll1VhSien/A/VeciaPnj9IIqNxZLnWRZyyF9UBHTqBHz+ObdvyhTg1Cmycl9JZO3/ZfEcz7rpf/+TJUuKohAaFmrd9tUH34MPAt9+y23v3ElucYPB5U9UgaraX2bKs+xqgGEYpKamSrdcf906x30PPeS4TyVIXh8ao6z66Fq3q9P9qXmpDr5V/QF39fH8bluXHG2qtZGpVMrBr48QXQimd5puc3zeb/MUKpkyWOvjgw+4nR995PoHPlIxomLZJwWQhIKCApw9exZnz54FQJYEnz17FjdvSueuQ8xx6dNPufSMGSRorjO61+1uTd8tuis4Xwv+NMYGZFEn/iQLABiNRkXzpyhg2TJu+403gIIC76+jZLsElLJeYDabcfnyZavzYEn54gtiPtezJ4k6rwLklD9EF2IT8OuPlD8kz7MspJb/5EmgWzeA/1zbvJnoHNWgC5K1/5cFTdsqZs+dkzxLs9mMxH+4ZZ4PVHvA52u1bk3cRVs4dgwYORIodVGjSlTV/jJTnmVXC+Hh4dJc2GwGfraLPP/ss/JFUPQRyepDo7irD/4krz3b/9suRXEUx1l95OnzbLZf6fiKXMVRHH59jLhvhM2x02mn8eXJL7H89HIsOr4ICw4vwGu/vIZZB2bhvaPvYdHxRfjq1FdYc24N9l/dj7/S/sKVrCtIy09zGvOAYUiM3vx8ICuLTLar7bs7PDwcePhh252+fMG6YWDjgTbb9v0vgHQkJiaibdu2aNuW+NSeNm0a2rZti7lz50qarxjjUk6ObTDcUaNcn8sP9pWckyw4bz7+NMYGZFEn/iQLRVMI1YWWfaKEVKkCvMJ7rfH1cadUuwQpkqtGoWkadevWlX7J4L//Ar//Tj4KVRRoRDb5S+nToA+2XNwCANiTtAe9G/SWJV9XSCU/wwCvvgocOcLta9cOWLKErNRXC3K3f5lMmAB89RVJT5okuW9ZmqYREh9i3a4fV1/Q9Zo3BzZu5F44b90Cevcmivi6dQVdWhJU1/4yUp5lVwM0TSM2Nlaai5844bjv8celyUskaJpGfHy80sVQDWXVR2xYLNpUa4Ozd846HPvpwk94uePLCAsKk7CE8uKqPhYdX2SzPaqlG22HRmFZFhmFGdidtBsrz670eJXVd2e/8yofsxnQ64mHsYIConi1EJndCVH3uiI8/z6ElNSGzmTrWy46Ghg+HHjkEaB+ffkn3V3eL4sW+f4V64S21dpizbk11u2rWVfRtrrzwHsBxKVHjx7WiOByIda4NGgQl95RRgxC/nv4zdybaFfTuf9wb/GnMTYgizrxJ1kAIEgXhNjwWKWLgdGjgcWlsUyPHAEuXQKaNfP890q2S+AL0wsoikJoaKj0S1iXLyf/+/cH6tSRNi8vkE3+Uh6ozlkiHk4+jBJTiSz5ukIK+TMygPbtbRWyn30GfP21uhSygPztXyYUBYwdy21fuyZxdhRyjDnW7epR1QVfs2FDzkuJhWHDiLsKtaG69peR8iy7GrBEc5ZkOZFlYsdC27aAyl+UJa0PDeJJffRt6DpQ6q/XfpWiWIrhqj52Xd5lTUcERyCI1rZdxt3CuxjywxAkLEuw/rVb3g4D1w/El6e+tFHIGgT6B9IbSOzd/y4DFy8SN9TJyeQdjq+QBYDCuONIb/QRbrR9Cpc79cTFrgm42DUByfc/g5wqu3DXmIxvVzIYOZJMwC9ebLtCSmps+seWLdyBsjRgXlI31nZ2+c9bf4p6/QDqQoxx6eRJMtEBAJ07AzVquD+/Xmw9azo5VzxLWX8aYwOyqBN/kgUgY2x0iPKBF2kaWLuW237yScCb+Skl2yWglPUCs9mMS5cuSbuE9cIFzkp20iTp8vEBWeTnoaN1Ni4MTqaelCVfV4gt/7ZtwIABtvuOHAG6dBHl8qIjd/t7xIsvcunx4yXNymw248zlM9ZtX33K2lOzJgnixp9/efZZ4t5AZkMHt6iy/WWiPMuuBiiKQoUKFcRXiuv1ZBqdz7PPipuHBEhWHxrFk/ro17Cfy2Prz6+X3apMSpzVx+382zbnrB261v5nqiarOMtG+ZqwLAH91/XHrbxbHv1e5+Esd/ua7dGhZgckVOuIKqYEpPxTF5f+DcG1q8DduwAjYAgoik1EWtP5uJYwDJe6tsfFrglIb7AIK3b8g46dTdi/3/dre4NN/7A3/LDXMAvAfuL6txu/iXbtAOpD6LjEMLZeyRYuLPs3dWM4xb+zlRC+4k9jbEAWdeJPsgBkjI0JUzj4TSnNmpFJHYB8R3sztirZLtqeJpcZmqbRsGFDaZewWqxkH3lEVVaygEzy29G7QW+rC4NDNw6hW91usuVtj1jym83EGvIW71ti6lTyp2aUaP8y0elIZLTjx4kTt6IiICJCkqxomgYVxT2kq0aKo5QFSBC3H34gjsktVtOffQacPw/Mny+ZSF6hyvaXifIsuxqgKAoxUkQ6/NOJ5ZZKfLi7g6Io6dw5aBBP6iMmLAa96vfCgesHHI5dvncZp26fQvua7SUqobw4q4/p+22DW9WJUdf7pT3HUo7hxT0vln2iE+rF1sML7V/AgzUeRGRwpMuPK4PZgM7fdrZusyzwiPkrLFjAnVPbTT4sWDBB+TCGpqMk6hIKY0+ioOIRMLpCj8uaVXM9smoSB5qP7wFab30R2xY+giqRVTy+hrc49I8GDbiVRu+9B7zzjij5BOuCbbavZUu7mimAsggdlyyfvwDw5ptASIjrcy2EBnE+LC/cveBz3vb40xgbkEWd+IsslgltnU6H6FDlLWUtLFhAXAIC5HnSowcQ6oHLWyXbJaCU9RJJP8qvXgWOHiVWspMnS5ePAORWSjxY/UFresd/OzCn2xxFZ5WEyn/9OjDCNsYEfvoJqFdP0GVlQ5VKqQ8/JBHSAGDOHOCTTyTL6kr2FWu6cmRlUa8dEkIsA776Cli1iuw7eBA4e5ZElFRDH1Fl+8tEeZZdaRiGQXJyMmrXri1uO3zxhe32k0+qPsAXwC2vEr0+NIqn9fFY08ecKmUBYO3fa/1GKeusPpLuJVmP2wdgUgNXsq7giZ+e8Oo3D9d7GG89/BYigt3PWrrqHyG6EAxrPgxrz2zGzZvEUm/WuisIQyOP8o+NodC9ezTatYtGnTqNER8/CHFxQFipe+J7RfdwKfMSfrvxG7Zd2gaWBUwmwGAACguBe/ccr3ku7HM0mvc5mjQBhjQbglH3jULjio0dTxSAQ30sWcIt29q7VzSlbIDyhZBxqbjYVik7ZIjnv21aqSn+y/wPAGA0Gx0mA3zBn8bYgCzqxF9kMTEmAMR9QWRwpMKl4YiNJYtpP/+cbC9bBrzwQtm/U7JdAkpZL2AYBklJSWjcuLHHS6G8whJuskcP1VnJAjLI7wQdrcPAxgPxcxKJjn0p8xKaV24uS972CJV/2TLyZ6FePRLoSW2+Y12hRPt7BN+M9PBhYu4igeKeYRicuXkGKBU9ROfBNL6XWGL7NWkCzJpF9mVlkaAgCxY4uruQE9W2vwyUZ9nVAEVRiIuLE3dCzmQCbtyw3afyAF8WJKkPDeNpfXSq3QnVoqrhTsEdh2PHUo7h8r3LaFKxiVTFlA37+kjNS7U5Pr3zdGc/kxUzY8bGfzc6BB9zRcP4hvj+8e99Gned9Y+SEvI+9uO6F3Cj82br/jtN3kG9s6ucXmfqVOChh4BGjTyz4qsYURFd6nRBlzpdMLvbbHL9gjs4cesENvyzAVeyroBlgdxcIC2N+53ZTPzXbru0DdsubQMAPNX6KYxqOUoUC1qH+qhid02DwTMBAwTgIWRcmjaNS69d690rfLsa7axK2dv5tx18GfuCP42xAVnUib/IYlHK6nQ6RIaoRykLkLAzFqXs6tXAU0+RQJvuULJdtKuaVwCaptG4cWNpNOdZWcCePSTND16kIiSV3w29GvSypo/ePCpr3nx8ld9gABISbBWy8+YRC1kt6XeUan+PsJiWAsC+fZJkQdM0jDp5onH07UvmaMJ4AcHnziWGwIWer4wUFVW3v8SUZ9nVAEVRiI6OFvclKTHRcZ8KJ0OdIUl9aBhP64OmaIxv7dr3+NLEpWIXTRHs6+P939+3Oa7UEsMiYxFe++U1JCxLQIcVHdwqZPs27IsTk08gcWoiEqcmYuPwjT5PhPLrIzeXU66uWQPozFEIMlS0nltc4R+wIAE+Ro0iE+enTpHHxdSpQIsWwvSV1aKqYXCzwfhh+A9InJqInWN2YHbf59G8ue14f/eurU/51edWY8C6AUhYloBdl3fBYPY9cFmZ94vIAb8ClA98HZcyMrjgttHR3kVKB4D6sfWt6bSCNDdneo4/jbEBWdSJv8jCV8pWCKmgcGls0emA93mvP59+WvZvlGyXwBeml0gWjW3zZqK9a9ECaNVKmjxEQIlodO1qtLOm15xbI3v+fLyV/++/OWfTFvbtAwYNErFQMqLaKJEtW3Lp2bMly8biO6d6heplnCmcJk2An38m0Zkt7NlDjPnOn5c8e6eotv1loDzLrjQMw+DatWvitsG6dbbbfFMdlSNJfWgYb+pjUBPXg++R5CM4n67Qw1VE7OuDH/V+7P3yTvoXG4vx0R8fIWFZArp91w0Hrx90ee7mkZutStj3er0HHS3OrDXDMEhMvIEuXVj06gWcOWN7vNa/i63pKlWAd9f8gcREYMYMoGFDSRbeWKlRoQaebvM0EqcmIu2dY6h14WOrktg+BqGF+Yfmo/O3nfH24bedWn2XhdP7ZcsWLv3BB15f01OMZnkmtgPIj6/j0hM8ryUbN3qfL98/tn1AQ1/xpzE2IIs68RdZjAx5puv1eoQHhStcGkcsfmUBMt/ozG0QHyXbJaCU9QKGYXD16lXxG8pkAjZtIumxY6V9AxSAZPKXQXhwuNWnVompBHn6PFnzt+Ct/PPnAxMnctvdupHZ4IoVXf5E1SjV/h4zciSXFjGCsAWT2QS9Xg8AaFbRy6l8H4mJAb780jYIXFYWMGECsbw2mWQpBgANtL+ElGfZ1QBFUahSpYq4M9fHj9tu9+0r3rUlRpL60DDe1Ed4cDgmtZ3k8vjXiV+LWTRF4NdHkdF2LJz6oPQRRc2MGT/88wMSliWg63dd8eO/Pzo9r1Z0Lfw6/lerIlaMZcf25OcDAwdSmDq1NkqHbwfG9m2BJk2A5s3J+9ns318RvRyeEKILwcU9D6PxiX1o+sfvqHnpPYTpXPvL3f7fdjy6/lGM+mmUjc/gsnB6v8i0SsDyAR/A//BlXLp2Dcgr/aRr3x6o7EOohprRNa3pW3m33JzpOf40xgZkUSf+IovFUjY4OBjhwepTylIUidVi4b33yjpfuXYJKGW9QKfToVmzZuL7FDx6lGhaKlYEevUq+3yFkEx+DxjSdIg1ffr2adnzBzyXPz+fuCvYtYvbt2QJsGiRavXtHqFk+3vEyy9z6Y8/Fv3yRaYihJWuLxQ78IY7aJooZb/5BgjnjXfLlgHjxwOXL8tTDtW3v4SUZ9nVAEVRiIqKEu8l6bYTa5pKlcS5tgyIXh8ax9v6GNvKtbXoydSTNpalWoRfH1svbrU5JqXPtytZV6yuCRYeW+j0nPuq3IcD4w8gcWoitj2xDbFhsZKUxWgEnn0WePhh4O5dCjStA2DbP1asIBPls2YBz7SbYnOsxFQiSbnKgqbJpwDNhCH6bl+UfH0E+8btc2vhfDXrKkZvHo3ea3rj7/S/y8zDo/vF2TNSBCwf8AH8D1/GJb4txUcf+ZZvpQhu7D5756xvF7HDn8bYgCzqxF9ksTzTaZpGWFBYGWcrQ3teDNfDh4nKzRVKtktAKesFLMtCr9dblzCLxrZt5P+jjwJB6o29Jpn8HvBQnYesaXfL36TEE/l/+418BPA5cgTo2FHiwsmAku3vEXxHbzt3in75rOIsq+xiBNvwlgcfJEsvunTh9l2+DIwZQxS0RokNUFTf/hJSnmVXA2azGVeuXIHZbBbngr/+arv9/PPiXFcmRK8PjeNtfUSHRuOZhGdcHv/wjw81rTzi18fiP7ml+VIEMTOYDfj8xOdIWJaAJ356wuV5G4ZtQOLURKweshoxYTGil4PPli1Ap06cn0qAhV5fAoBFrVrA3r3ER2ybNtxE+ZOtn7S5xm/Xf5O0jO74+Wfb7fjwinil0ys4OeUkPu//OSKCnVvP5pTkYOL2iej7fV+3lrMu75dXX+XSM2b4Wny3BNwX+C/ePocvXuTSAwcCUVG+5UtTnCrDk0kJT/CnMTYgizrxF1ks70p6vR5BlHp1WEt5IQOWLHF9npLtElDKegHDMEhOThZ3CWtGBreMcvBg8a4rAZLI7yH85Sl7ruyRPX/AvfwsC0yaZPseO3o0efGPcL36TFMo2f4eM38+l04Tx+G/hXtF96A3kPWPcWFxol7bU+LigMWLHd1fWqxm+S+5YqOJ9peI8iy7GqBpGjVr1hQv0JolHKsFDbkuACSoD43jS32Mbjna5mOeT0puissl91rAVX180Fs8X6Fp+Wl4bMNj6PxtZ5e+/md1nYWTU04icWqiLKtLTCaySsnZ8sQHHgjCkSPEBsKZUby9onPOb3OkKaQH2NtmTJ9O/tMUjc61O+PIhCP4ccSPuL/q/U5/n1WchdGbR+PpbU8jLd/xPcjl/TJsGJf+7z8hIrhEy5MdAdzj7XP4Sd48yJtvCss7Pjxe2AXs8KcxNiCLOvEXWfjuCyJC1KvwePBBLr1jh2svh0q2i7Z7gszodDo0adJE3CWsO3cCDAM88IDqIz9LIr8X9G3IfThnFGbInr8r+dPTSTCmc+e4fevWcS/S/oLS7e8RAwZw6XffFfXSeYY8hIWSpRlx4cooZQGyvHHMGOKGukULbn9SEnnJ/egjoKBA/Hw10f4SUZ5lVwMURSE8PFyc5UTOFOs1agi/royIWh9+gC/1ERkSiZc7vuzy+KLji5BV7GaNm4qx1EeuPtdmPz8gji+wLItjKceQsCwBgzYMchlUZ+uorUicmoihzYe6VHyLzZ9/Ol+RVKsWcOQIhdWrgxAR4b5/zOo6y2abYZWbhPv9dy595Ijj8QZxDfDd4O+we+xudK3T1ek1/sn4B4M2DMKnf34KvYlzqOvyfgkOFqPobgkNCpU8jwDK4M1z+J9/uPTQobYL3XwhoUaCNW0wG4RdDP41xgZkUSf+IgvffYEafcpaoCjiRtLCqlWuzlOuXQJKWS9gWRbFxcXiLWFlWWD3bpJWuZUsIIH8XvJwPc4vQOLtRNnzdyb/jz+SZTcWoqKAEyeApk1lL57kKN3+HsGf2fpTXL+A2cXZVktJpSxl+dSvD3z3HfDcc7b7f/yRvOTu20ceMWKhifaXiPIsuxowm824fPmyOMuJrlyx3eY/wDWCqPXhB/haHyNajEDtmNoujy8+vtjlMTVjqY+159aKcj2GZbDzv51ot7wdXtzzotNzRt03Cr9P/B2JUxPd1qnYGAzEOtaZB5JffiGWsaGhnvWPgY1tnwViLYX2hTA713z2xv0WqkRWweJHFmPH6B14sPqDTs9Z+/dadFnZBUeSiXbX4/vlzh1vi10mrlwvBNA+3jyHn36aS9uv/PKFllVaWtN3CoT3W38aYwOyqBN/kcWilC3Rl6jafQEAdOXNX65cCTireiXbJaCU9QKGYZCamireEtYrV4DkZDJFaO+IVIWILr+XPFiDe+E8fOOw7Pnz5TebSUw2vmP6adOAQ4cAfzWmU7r9PWbBAi59755ol71beBfGUsetSlrK8tHpgIkTgfXrgca81aFZWWQ52P/9H3nEiIFm2l8CyrPsaoCmadStW1ec5US//GK7rYEJUXtErQ8/wNf6CNYF4/Uur7s8vufKHvx+83eXx9WKpT5WnVtl3Tes+TDXP3CBiTFhzbk1aL+8Pd46/JbTc+Z0m4NTU05hRpcZsgf5+OcfoHNnx/3ffktcR8WVDtOe9g97K863j7wtVlF94tgxLr1mjXMjfws1KtTAN4O+waYRmxAdGu30nGn7pmH81vHIM+S5rg++KdGsWY7HBRJMS2+NG0AZPL3Prl/n0gMHOk5A+EKt6FrWtBgrKf1pjA3Iok78RRaLn/DQkFDVBvqyQFG2w9phJ6okJdtF2z1BZnQ6HRo1aiTeElbLx2GXLppwPCq6/F7C9xl04PoB2fO3yH/lig4dOgC5vJWBO3eSJeX+jNLt7zGPPMKlP/1UtMveLriN0FDy0RYZLF0Ea19o0gT4/nvghRdsjYVPniRu4j75BMjLE5aHZtpfAsqz7GqAoiiEhoaKs5zou+9st+937pdRzYhaH36AkProWKsjutXt5vL43N/motBQKKR4smOpDz5TH5zq8e+NZiO+OvUVOq7oiM9PODfR/Lz/50icmojBzQYr0g8nTrS1tgOAnj1JcK/WrW33e9M/ZnebbU0n54g0o+kj9ku6+RGkXVE/rj4OjD+Axf2cW3lfuHsBfb7vg6OpR53Xx0NcUF38LcxSuMRU4rAv8MzyXzy9zyZM4NKvu54T84qaFbi4I5lFmYKv509jbEAWdeIvslgsZSmKQkiQQD8kMsBfHPfaa47HlWyXgFLWC1iWRUFBgThLWFmWiwDdp4/w68mAqPL7CN+FQbGxWNa8WZbF22/rMXYsJ3/LluQjoHp1WYuiCGpof4/gayX3iBcULiU3xWopqcZBNCgIeOopYOtWR996GzYAQ4YAP/xAgqH4gmbaXwLKs+xqwGw249KlS+IvJ6IoWfwoio1k9aFRhNbHq51fdXksT5/nUjGpVsxmMy5cvGCzr2JExbJ/x5ix5twadPq2E1b+tdLpOSsHr0Ti1ER0ru3ERFUGLO4K7PWFu3eTlUvOhmZv+gc/dgEg/3umPadO2W5/8knZv6EoCl3rdsWxSccw9v6xTs95edfLmLx9MoqMdtFORLQOSs1LFe1aAdSPJ/dZZiYX86B9e/HskapGVbWmb+XdEnw9fxpjA7KoE3+Rxeq+oKQENKt+tWJoqK3aLSXF9riS7aL+2lMRLMsiIyNDnA/zpCTg5k0yFc6fmVYxosrvI4804qwgL2ZKGGrejoICEszrR15A5o8+Io6iVaifkwQ1tL/HjB/PpUVacp6Sl2J1X6BmatYEvvgCeOcdbvkmQCxlFy4ERo4kgUO8bUZNtb/IlGfZ1QBN02jYsKHw5UTp6bbbzz4r7HoKIVp9+AlC66NGhRp4rYsTk4lSNl/cjGMpx1weVxs0TaMk2tFK0RUMy2DLxS3osKKDSwX01wO/RuLURLSq2kqsYnrNrVuO7goeeIC4KqhSxfXvvOkf9j5Pj9486ktRRYOigEGDuO0NG8jKLE8I0YXglU6v4McRPzocCw0Nxdn0s+j2XTf8l/mf64sI+DBNzlXW0jiAvHhyn83mDNHxzjvi5c1fvXbh7gU3Z3qGP42xAVnUib/IYlHKhoaGasJSFgBe5LnGt19Qq2S7aLsnyAxN02jQoIE4DXW09EWvUydNuC4ARJbfR/jO3E+mnpQlz0OHgB49AMCyJJDCb7+RpXLlCTW0v8dMmsSl9+4V5ZI5JTkOS0LVCkURLw6bNwOjR9seu3mT+D/+3/+As2c9v6am2l9kyrPsakGUuj93znabPNg1SaAv2iK0Poa3GI421dq4PD59/3RkFWcJykNOvjvHuemoUaGGy/OOJB9B++Xt8d7R95weX9xvMU5NOYV2NduJXkZv+OknstqDz7p1wLJlnv3em/7Rtlpba/qdIyJqjnxk3jzb7bfeArZs8fz3DeIa4OSUk3iuHRcVlL/aZ+yWsdhwfgM36divH/fj06d9KTIA4OJdW8OJ6hXKwZKyco67+8xgIBMoABAdDcTHuzzVa/j9WSyDHX8aYwOyqBN/kMXMkok7iqIQrNPGyjP+6ubDhx1tt5RqF+33BhlhWRZ5eXniWEv98Qf536WL8GvJhKjy+0iVSM4c4qcLP0maF8MQ3d6r1pWNLPr3L8GpUywqVJA0a1Wihvb3mEiez9clS0S7rNaWmURHA9OnEwtve5cGZ84AkyeTGcNLl8q+lqbaX2TKs+xqgGEYJCUlCQ+0tm2b7Xa9esKupxCi1YefIEZ90BSNud3nujxuNBvx1qG3NPEMYBgGv135zbr9Ztc3Hc65ln0NCcsSMG2f89DnlgBeXet2Vdxdz4svAh98YLvv+HGgaVPPfu9t/5jRZYY17bC8XyH277fdfu894HMvvGrQFI2JbSdi/bD1AMhSUz6fHP8Er+5/lQRt4Tvae+45+MqRm0dsth+s/qCLMwP4A2XdZ+vXc+mvvpKuHHcL7wq+hj+NsZLJYjYTq6Vp04hPGXd/Y8YQM3+BwS0C7aI+GJaUv6SkBLSG1Ir8mOD8uUcl20U7tacCWJZFdna28JfyvDwSNhZwHjpWpYgmvwAoikJUSBQAYrkoFbduEX9HfMOqVatYTJ6cromPMilQQ/t7ReXK5H+G8EisFsxms03AOa3QoAFxabBoEVCrlu2xY8eAceNIwAV+VFx7NNf+IlKeZVcDNE2jcePGwmevT9qtrtColYJo9eEniFUfdWLq4I2H3nB5/I+UP/Djv45LwdUGTdMI44U0f7AGpwzLKs7C1J1TMXLTSKe/HdZ8GI5NOqZYAC97EhLIGGUhKIhY23njCtrb/tE4vrHNtmV5ppLExwPvvmu7b80aog/xZlhqUrEJjk44it5NejscO5x8GP3W9kNOqDjj3NWsqzbbSrq+CCA9Zd1nfPuIZs3Ez5/vV1Yo/jTGiipLUREx3U9IADp0IFZLR46U/bvLl4lD7J49yW8HDAD+/dfr7APtoj6MZuLWLywsTDPuCwCgVy8u/f77XFrJdtF2T5AZmqZRt25d4Q3155/EDLNBA6BaNXEKJwOiyS+Qx5s9bk1LERV51SrbZXJRUeSjoGVLdcivFGppf4/h+4s0GES5ZEhIiGaX4FEU0K0bsZp9+WViRcvnwAFg1Chg1izgyhXH32uu/UWkPMuuFkSftR4+XNzryYzWrSvERqz6GNZ8GHrU6+Hy+MfHPsY/Gf+IkpeU8CeQguggmBkzliYuRd/v++JM2hmH85tUbIL9T+7HzK4zEaJTx4dVQoLt9pNPktdnX/Cmf9groy/fu+xbpiLTrx/w6KO2+44cIe+r3gTwDAsKw8e9PsbMh2Y6HMvT56H3mt64GS7snanE5OjTuEnFJoKuGUD9uLrP+KuxZsxweopg7qt8n6jX86cxVrAs//1HHsjdugE//+z8nIgIoE0bou3q3Zu4Z3Tl7Dsjg0QmTkgAFi/2amYp0C7qwsgQpSzLsgiigxQujeeEhnJGSjdv2qoJlGqXwBemF7Asi5ycHOHWUidOkP+dOgkvlIyIJr9AHqrDBUa7kuVEe+QjRUXEcJk/mzttGlmdERKiHvmVQnPyP8IFhXP5EuElZrMZVSLcRBTRACEhxDJ2+3Zg4kQyMFlgGLJM8oknSN/nT2Rrrv1FpDzLrgYYhsHVq1eFvSjZL5vj+03UGKLUhx8hZn1QFIU53eY4BHzi89zPzyG7OFtwXlJRqC+EXq+3bp+7cw4dVnTAijMrnJ7//ePfY/2w9apaBWKvkF24EHjpJd+u5Uv/aFG5hTW96d9NvmUsAfPnA41tDXmRmkrcExUXe3YNS30MaToEq4esdnrO0ISr+C/S82Bx9lzKdPSJ1Ci+kc/XC6B+3N1nfI8Yjz/ucFgUmlXizG/1Jr2bM8vGn8ZYQbJcu0YexmPHOh6bMoXMCiUmkr8jR4AVK4APPyT+Zr74Ati9mzt+6hRZrlfDzsf5unUkkrYHPi0C7aI+DGaizdTr9ZpyXwAQIyQLFn/XSraLtmpPYViWRX5+vvAPc0t0nQe15V9JNPkFwp9td2bx4QtnzpAJQP5MyY4dxA2OBbXIrxSakz+EZ+2zdq0olzSbzagYXlGUaylNhQrEXdy2bcDQoY4ruY8cIRPZzz1H/O0wjMbaX0Q01/f9DJ1Oh2bNmkGn0/l+EXvz7xYtnJ+nAUSpDz9C7PqICYvBp4986vJ4kbEIMw/MtPpSUxsX7120cV8wacckp+c91+45nJxyEs0rN5eraB5hr5D94QdhMfl86R8vduDCM++8vNP3zCVg3Trni+y6dgWyPZgr4NfHfVXuw75x+5yeN/aB6zgTU0QsFrzkVOoph31hQWFOzgzgL7i6z0wm4PZtkm7QwPbVXEwaxDWwpnP1uYKu5U9jrE+ysCxRqI60c3MzaBBZOpqYSKIFexOo3LJcb8cO8vvFi22Pr1xJHv5JSeLKolL8RRaLUjYsLAyhwdoIhm2Br4azGOQp2S4BpawX0DSN2rVrC1vCmp0NJCeTdJs2opRLLkSRXwQqhHJRtvZe3SvoWgwDzJ4NTJ3K7XvwQeJ60H4yTy3yK4Um5beU1XLPCSQkJASVIiuJci21ULkymS386SdiXGzfvCdPknevCRNoXLhQGwyjofYXCU32fT+CZVno9XphSnFLcE0Lodp6eeQjSn34EVLUxwPVH8BLHVybZibeTsSXJ78ULT8x2fHfDrd1USemDvaN24eJbSeCptT1TLNXyG7dCjQSaGDpS/9oU62NsEwlhKaJXqNuXcdjffoQy1l32NdHxYiKODLhCGpG1+ROql0bADC1VTL+3OJFRLFS1p1fZ7NdL7ae19cIoC1c3Wd79nDpt9+WLv/KEZWt6Ty9sIBS/jTGei1LQQEJMjGXF/jyySeJpeu8eeJp1bt2JcpZfgQ4ABg92lFhW0q5bheVYvG5zrIsKCjvh94bdDouLvjly2QuQsl2UdfbmMphGAZZWVnCTJotkaMaNHB06qhyRJFfZOwDCXjD7dskmNdenl534ULgm2+cx39Ro/xyokn5R48W5TJmxgwAMJlNiA2NFeWaaqNOHeCdd4BNm4gPfvt74MIFFq+/bsKgQSxWrxYcRFVTaLLv+xEMwyA5OVlY/e9Ul7WbEESpDz9CqvoY12oc+jbs6/L46nOrsevyLlHzFEp6QTr2XNkDvcH58t3P+3+OLaO2oGKE+lZ8TJ5su71li1U3KAhf+oe9bzy1fTjTNBmrmzhx0zp4MPnAdIWz+ogIjsDmkZvRpXYXsiMqynrs+dNve7UqzWA2oMBQYLNvSLMhHv8+gDZxdZ+99RaXbtpUuvxjw2KtaaFKWX8aY72SJTkZGD8eOHiQRFP8v/8jjrxfeolYukpBkyZEOctfS75uHfEnaPfcLbftomKs7gsMek3K8vrrXPrGDWXbJaCU9ZJiT502ucLiukBjVrIWBMsvEgk1Eso+yQUsS9zePPaY7f5ffy17iZxa5FcKzck/bBiXtqyf8gG9mXzgsgyLShH+ZSlrT926wIIFwObNZKUSXznLsgzu3iWuogYMIK6jbt5Urqxyorm+70fodDo0adJE2HKirCwuPXSo8EIpiCj14UdIVR8W/7J1Yuq4PGf+ofn4K+0vUfP1BZZlsenfTRi4fiAAICzUdql4uxrtcPjpw+hcu7MSxSuTjRu512MAWL2aTBSKgRj9I6ckR5zCiAhNE89MrVo5Hhszhrjlcoar+giig/DpI5+if6P+Dr+ZunOqxwHunClw+bEgAvgnzvoV3/NF797S5h8XHmdNpxekC7qWP42xHsty6RIwaRJ5qa9alXwoT5gABMkUvGnoUOC337htg4H4muVFMSyX7aJyrO4LQsM0KcvDD3PpbduUbZeAUtYLaJpGzZo1hS1hvXCB/Hf2FqVyRJFfJB6ux91FRUbP/V3du0ee8UuXcvvGjSOrMmJj3f9WTfIrgSbl53/V7fLdoskSNCA4OBjxEeoJhiIltWuTlUpbt5J3pZAQCsHBIUDp8pSSEmKpM3Qo8OyzZFLDaFS2zFKhyb7vR7Asi+LiYvGs1fhvYRpE9PrQOFLWR3hwOD7v73759pSdU5CSmyJ63p5yO/82Hln3CD7840PrPr6Vxxf9v8DXj36NyJBIJYpXJhkZwMcfc9tvvAHcJ2IgdV/7Bz9+wV93lFe8O4Omie7E3u0DQNxyHT/uuN9dfVAUhQUPL8DAxgMdjj297WmPgutuubjFYV/dGCe+FgL4Fc76FX8l4gsvSJt/eFC4NZ2cK8xlmT+NsR7Jcvky8VOWkwM0b05me8R8CHtKhQrEarYB5x8YHTtaLWbLXbtoAKOZfPgxDKNJWcK5xwbWrVO2XQJfmF7AMAwyMzN9N2lmWW5NkbM1RypHsPwi0rZ6W2v6Vt4tj36zfbtjwO1Nm4CXX/ZsVYaa5FcCzcu/13f/wxZLWZPJhBBaoigFKqVmTbKqaMcOBk88UYDoaMeB6tQp8iE9cCDw5ZeCjJJVieb7vsZhGAapqanCxl4+zZo5P08jCK4PP0Pq+qgVXQvfPvat23Om7pqK3BJhwWW8hWVZbLu0DY9teAz3iu7ZHDOWzpAdfvowOtXuJGu5vGXAAC79wAPA8OHiXt/X/jHlgSnW9A///CBuoUSEpoGvvyYuGu154QXgLzt9cln1QVEU5veYj8fuxDgce+KnJxz6Gh+WZXHw+kGbfS0qtwAl1dLnAKrBWb967z3ueM2aTn4kIvw+djNX2BIufxpjy5QlLQ148UWgsJCs4l26FIiLc36uXPz4IwkKZqFdOwDlrF00gsVS1mg0alaWBx7g0mazcu0SUMp6iVGIKdidO8SBdlAQUL++eIWSEUHyi0it6FrW9MW7F92em5dHlEV8B/M9ehA3Od42g1rkVwpNyy9gnb1l0GFZttxGEI6PB8aOzcfOnSxee835C3ZWFvDdd8Sn3QsvAAcOkBVI/oCm+77G0el0aNSoke/Lieyjhyv9wSEQwfXhZ8hRH62rtcZ7vd5zefxu4V08t/s5FBvlcXOSp8/DpB2T8M6Rd5weDy0NZKdW61gL9haey5aJn4ev/aNjrY7WtDc+VZWAooBFi0igL3umTAGu8AxcPakPiqIwJ6k6umZFORzrt7YfSkwlTn93PuO8w77RLcXx7R9A3dj3K75Oo1SnJhtCLWX9aYx1K4vBAEyfDmRmAg0bkgBbkSoZMxYtsp1AnzOn/LSLhjAy5NsoNDRUs7I8/TSXTktTrl0CSlkvoGka1atX930Jq8VKtkED4kBbYwiWX0QigiOs6ROpJ1yed+QI0LMnkM5zL/TNNySgl7ductQkvxJoVn7+bKuPWD5AgoODER4cXsbZ/oml/SMjaYwcSdwafPSR7QyjBZYlyyZffx145BHggw+A8+cdDRa1gmb7vp/AsiwKCgp8X07kZ6bbguvDz5CrPvo27Ivn2z/v8vh/mf/h1f2vWpfzScWZtDPoubon/k7/2+GYZdJQCxYrH31ku52YKE0+vvYPrY31FEUsEwcNcjz2xBNAbqkht6f1QYHCwn9roX6R4+qgZ3Y9A4Z17GMr/1rpsK9rXScmvAH8Dvt+dZ6nn5fadYE9yTnC3Rf4yxjrVpZPPyW6ibg4EiyiQgXZy+eWtWu59J49YE+fLh/toiFMDPH5q1X3BYDt5PDBg8q1S+AL0wsYhkFGRobvL7tJSeR/48biFUpGBMsvEc4sGHJzSaCDadO4fQ0bEiXtgw/6lo9a5ZcLzcovolLWZDIhiJLJ6b3KsG9/miYTHsuWkSAtw4fb+uaxkJcH/PQTiRcwbBiwciVZNKAlNNv3/QSWZZGRkeH7S9JF96sptIbg+vAz5KyPp1o/hZH3jXR5/ETqCcw/NN+pwkooJsaET//8FFN3TnV6/Ok2T+O3p0igFLVb9hsMZIWqhYMHXZ8rlPJ0v1AUMHcu0Lev47HevcnEqMf10bUrdKCw5q/6CLZ77/kn4x8sP73cZp/epMfvN3+32Vc5sjKiQhytbQP4H/b96luexxe5PQa5suT2FH96ZriUJTGRewi/9RZQpYr8hfOE33nPlP/9Dxnp6f7dLhrDzJgBkHcOrcoSwpt33L4dirVLQCkrJymlgSDqBhzei0lmUaY1zbLA7t1Ar16cYTJAXBds3AhERDi5QAD/5iFe1F8ftYH8YHKhQaFCS+R3NGxIfMru2QPMmAHUq+f8vJs3ga++Ah59FJg8GfjhB+DuXVmLGkCD0DSNBg0a+G6pzHeqqNFJUT6C68PPkLM+KIrCq51fxYDGA1yes+/qPiw8tlDUl/q7hXfRf11/rP17rdPjKwevxPPtn0dOSQ4AspRQzZaenTtz6QceAKKjpcurvN0vFAW8+y7QurXtfpYlOhiP62PcOABAOENjdwtHNxnLzyzH2TtnrduHkw87nPNKx1e8Ln8AbWLfr44d4x+TpwwhOnFiPvjTM8OpLCYTt1RhxAjbB7LaCAsDPvsMAAkz3GDlSv9tFw1imYAODQ3VvCwAcPMmpVi7aL/2ZISmaVSpUsX3hrpVGpCqVi3356kUwfKLTIO4BjbbGRnEd+zcudy+KlWA/fuB/v2F56c2+eVGs/JXqsSlfVwfafETGBQUhIiQ8qnZ96T9o6KAUaNIAL2lS0kAl1AXOuyzZ4kbkQEDiM+7jRvVq6DVbN/3E1iWRV5enu9KrkOHuHSPHmIUSVEE14efIXd90BSNud3noltd16swfvz3Ryz+c7EoZUq8nYj+6/ojuzjb4Vj1CtXx6/hf0apqKwBc4FOz2Yye9XoKzlsK7K1ipfAjy6c83i8UBSxf7jj+fvwxUFLiYX3wtLpxuw5gzeNrHE6ZvGOydSJg1oFZDse71gm4Ligv8O8z/qKika4XFohOpYhKZZ/kAf70zHAqy9atwLVrxG3Bs88qVzhP6dIFAMACMO/eDVavV7Y8IuAvfczMEktZs9msaVm4gKPKtUvgC9MLGIZBWlqa70tYNa6UFSy/yFg+QgCi0BkwgChmLSxYAPz8MwlQJAZqk19u/EL+06d9+lmxiShljUYjeSsoh3jT/hRFfPQsWADs2wfMmgXcf7/zc1mWGDJ+/DGnoF27VlBcNtHxi76vYViWRXZ2tu8vSfn5XLpNG1HKpCSC68PPUKI+guggfND7AzxQ3YlT7VLWn1+Pz0585nO5GJbBt2e+xTO7nnF6fOz9Y7H9ie2IDYu17kvJIyuyzGYz2tWQObqOh7z2Gpfeu1f6/MTqH1K4pJASmnZev5995mF98AMv/PILWlRugdndZjucNnXnVKf+jRNqJKjaWjuAuPDvM/5KxeHD5SuDmEpZfxljHWQxmYDVq0l6yhRplymIyf79AACT2Qy8+qrChRGOP/UxQPtK2X79uHRaWk5AKasFgn0N0FVcDNy7R9IaVcoCAuSXgOaVmkOvBy5dAj76mHtZbtAA+OUXouChKHHzVJP8SqB5+fnLmL3AYilLid2hNIYv7R8VBQwdCnz3HVk6+eSTQMWKzs+1KGg//ZT8ZtgwsmrpzBnAbBZWdqFovu9rGJqmUbduXXEslWvXFn4NhRG1PvwApeojRBeCzx75DG2qtXF5ztq/1+KLk194/YKfr8/H5B2T8XXi106PL+q3CK90egU0ZSuzZTl5SEgIWlVr5eSXyvLVV7bblcTRobhFSP8Y3HSwNX23UKVLOdxQoQKwbp3tvk2bfK+PIc2G4OF6D9vsu5Z9DRO3T3Q4d1qnaQ77Avgv/Pts925uvyt3VlIgllLWn8ZYB1n27yeu3OLjgcGD3f9YTcTHgwoLQ2hICKjjx5UujWD8qY8B5J1Dy7I0b25JUWDZOgH3BWqHpmlUqlTJt4ZKTyf/IyO1MytlhyD5RaagAPh1U2Ncu0YUOUwQsYR6/32i+ImLEz9PNcmvBH4hv8Va3UsslrJBQUHall8AYrR/gwbASy8R37Nffw0MGeI+2GtyMvD998DUqUCfPsQ1ye7dQGam699IgV/0fQ3DsixyckSauZZDCyQxotaHH6BkfYQHh2PJgCVuLWbXnFvjlWL2Zu5NPLz6YafWhwCwddRWl64TjiQfAUCsVqpFVvMoPzlZuZJLnzghT55C+sewFsOs6ROpMhVYZJo2tQ/8xeLixVyf75e3e77t0XlNKjbx6foBtAn/Ptu2jdsv52tTxXAXM/5e4k9jrIMsO3eS/yNHuvYvplLYdetgMpvJgsVdu5QujiD8qY8B2reU5fRGLA4dKgxYyqodhmGQmprq2xLWrCzy35WJmAYQJL9IWAJ59egBHNvHfXC0eCAXv/5KFDdSoQb5lUTT8gucCDGYDQCI+wJNyi8CYrY/TQPt2gGzZxP3BosWkY/GsDDXv8nLI/f+3LnAI4+Q98lFi0hg1qIi178TA033fT+AZVnk5+eL85IUIk4gECURtT78AKXrIywoDF/0/wIJNRJcnrPm3Bp88PsHZS6B//PWnxi6cajTY00rNcXhpw+jdoxra2+Lf0+z2YwgOsjleUpw6ZLttk4nT75C+kf92PrW9Ilb2lTKAraxFgBgxQr4fL+EBYU59S/L571e7/l07QDahX+fWd7J5LZBEtN9gb+MsTaypKdzsTUGuA5WqVbY2rXBWJbNzZ+vaFmE4k99DNC+Upa/EPbPP5mAUlYLhIf76B/JD5SygAD5RSApiYwhlpfLICOZ1qhbF3hh1m3ExkpfBiXlVwOalV/g+ikTYwIAUHT5dl8gRfuHhADdugHvvUdWVX34IVG6RkW5/921a8D69cDLLwM9exLXWF99RSL+FhSIXkzt9n2R+fLLL1GvXj2EhYWhQ4cOOHnypNvzN23ahGbNmiEsLAz3338/dvPXNXoITdOoXbt2wFK5lEB92KKG+ggNCsXn/T9Hx1odXZ6z+eJmzD442zqe8GFZFhvOb8Dzu593+tsRLUbg+8e/R2RIpEflUeNSwnHjuPSBA/LlK6R/8H2i/nXHN/dHaiAsDOjd27JF4fDhGEH9o0XlFhjferzL4z3rqzPIXADpcHaf9eolbxkqRojzja2GMUUsbGT5/Xdi3dS6NVCjhtJF8xqaphHy6KPwhy8xf+pjgDrfOXyDwu3bFQLuC9QOTdOIj4/3raEsSlkp1tXLhCD5BZCRAbz+OjB6tG109skTg9GsGRARASTnJEteDqXkVwuall8kpWyQrny7L5C6/SMiyEv8O+8Qv9BffkmCRJS14txkIr5oV64EXnwRePhhYMwY4KOPOPdZQiY9Nd33RWTjxo2YNm0a5s2bhzNnzqB169bo168fMvgRFnkcO3YMo0ePxqRJk/DXX39hyJAhGDJkCP755x+v8mUYBllZWQFL5VIC9WGLWuojRBeCxf0Wo2/Dvi7P2X91P6btm2ZdfQGQ8WXB4QX45PgnTn/zZtc38fpDrzv4j3WHyWxSvD7cERMjX15i9Y+MQufPOa3ABVhjYTIJ7x/PtXvOeT5dXlOdlXYA6bHcZyYT1686up6jkgR+0EMhqGVMEQMbWSw+Yzp1UrZQPsIwDLLHjOHiLf/7r5LFEYS/9DGqVEWu9ncOz2GRkaGMLOX7C9NLGIZBSkqKMPcFGlbKCpLfB4qKiFJmwABbq4p69YCtW4Fnn+XMzW/n35a8PHLLrzY0Lb/A4D4WpazBYNCm/CIgd/sHBwMdOgBvvEHcFqxaBUyeDLRoUXYAP5YFLl8m/qVnzQIefZS4NnnxRWJN+9tvZBWXp4paTfd9EVm0aBGmTJmCCRMmoEWLFli6dCkiIiKwku8oksdnn32GRx55BDNmzEDz5s3x9ttv44EHHsCSJUu8zru4uFho8f2KQH3Yopb6CNYF452e72DkfSNdnnMs5Rgm75iMAkMBioxFmLxjMnZe3un03KWPLsXjzR/3uhwso91lhFKglv6hJPHxXJotw42GJ/yb4VwhUmSU2J9QANVSXFyM1FRuu21befOPDuX8JQhdfuxPzwyrLGfPkv/t2ilWFqEU8fUo69crVxAR8Kc+5g/vHBbvZmKMj74QmMr0AoqiUKFCBd8isBcWkv8aC/LFsiSoTmYmkJdHoaAgFmlpFGJjyQteXJz4fsEMBmD7drKM2Z5Fi4CuXR2VMumF6eIWwgmC2t8P0LT8VasK+rlFKavT6bQpvwgo2f40DbRsSf6eeQbIySET/seOAcePc3Ne7sjJIecfO8bti4sDGjUC6tcnQcgaNCBp+7kzTfd9kTAYDDh9+jRmzpxp3UfTNHr37o3jLiLhHj9+HNOm2Ubg7tevH7bxo4B4AE3TqFmzptdl9lcC9WGL2uqDpmjM6DwDFcMr4uvEr52ec+HuBfRY1cPtdTYO34iG8Q19KkNwcLCqLPuvXuXSr74qb95q6x9Kwc0pUggODhEUgMnMmDFpxySnx5acXIKhzYfaKMgCKMOXX36Jjz/+GHfu3EHr1q3xxRdfoH379pLkZbnP9u/n9slthxQexLkbYVgGOsq3D1R/emZYZcnN5V6WGzdWtlA+4tAu+/YB776rXIEE4C99zPJdpLZ3Dl+oVw+4fFn4+OgrXitln3rqKUyaNAndujmP/Co13g4wmzZtwpw5c3Djxg00btwYH374IQb46NyaoijE+uq4tKSE/HcXyUYlFBWRpcMHDgD//EMC7BAoAI6h0hs0IIqNxo3JrGiLFr7FUjEYgB07gA8+cDz28svAqFHEes4ZWcUeaGUEIqj9/QBNyy9SxPXyrpRVS/vHxgL9+pE/hiH+phMTgdOniRuD/HzH3+h03B9NA8XFQHY2cOoU+bO/vkVBS/5TaNYstkwLXTlQagzOzMyE2WxGVbsJjqpVq+KSfQSfUu7cueP0/Dt37jg9X6/XQ6/XW7fzSgcfk8mEzMxMxMbGgqZp0DRttVp2lqYoChRFcWnAutyNAglIQNM0KIpymgaIdTQ/rdPpwLKsyzTLsqBp2mXaXXk9SfNlYlkW2dnZiI2NtT6TtC6Ts7SnMgFAVlYWYmNjERwcrAqZWJbFxLYTERceh/eOehf0iKZo7HhiB6pGVYXZbPaqnSyYTCaYTCYEBQWpop1++40FSpc5Pv44A0C+vgeQ51d8fLy1PryRiY+W76fTp82wLJA0mUwwm2nodDr3MsH22WmRae35tW778Jcnv8TMrjMlk0krKPnNbHE3tHTpUnTo0AGffvop+vXrh//++w9VqlQRPT/Lcuzr1+Nh6WdyvzOFBXHf2GbWDB18U8paZPEHt1VWWVJSSKtUq0Z8hWkQiywV4+JAZWcrXRxB+FMfA2B1iaNlWcgnrsW9j052WbzOLTc3F71790bjxo3x3nvvIZW/TkFilPJnZ4FhGCQnJ/v2QqARpezPPxN3AW+/TSzKOIUsALAwGPTgXtEI164Rv41ffkmWF3fuDEydCqxZA9y8WXaeBgOwaRP5nb1CdvBgoiAeN861QhYA8vR5rg+KhKD29wM0LX8F3mSCgCVN5d19gRrbn6aBpk2BsWOJJf2BA8C6dcC0aUD37tziBLOZPGuKi8nChbAwYsVRqRJQpQqJeWD5TsnJAc6cATZvBj7+GHjuORYPPaTHP/8oL7uSY7DUvP/++4iJibH+1S51O3L37l0YjUZkZmYiMzMTAJCeno6sUquPtLQ05OTkAABSU1ORm5sLAEhJSUF+qYbeoNdb++7169dRUjomX716FQYD8e+ZlJRkfbFMSkoCwzAwmUxISkoi1zAYcLXU5K+kpATXr18HABQWFuLGjRsAgPz8fKSkpAAgbWVpn5ycHKSlpQEgCsT0dLK6wxeZCgoKYDQakZycjMLSVThal8nSTjdu3PBJJr1ejytXrqhOpqHNh2Jma045pef1wxJ9iVWRWlJC0rWia+Grjl+hckRln9rJUkdms1lV7ZSZSSZiWJbFhQvyt1NGRobPMvHbScv308SJRjClS0wNBoPHzwiWZaG31EVJCRIvJuKLk19Y7zuA9Dd+39twbgPy9fmSyJScLH0MCbFQcrz21t2QGBiNRpQ2tyLwlbJGs1HQtYxGYb9XE0ajEbh3j2xIoJCXE6PRCDRvrnQxRMGf+phQdyFqwKKiU0oWivUh57t37+L777/H6tWrceHCBfTu3RuTJk3C4MGDEexOcyaQDh06oF27dlZ/dAzDoHbt2njhhRfwxhtvOJw/atQoFBYWYteuXdZ9HTt2RJs2bbB06VKP8szLy0NMTAxyc3NRoUIF5Ofn+7aMdcYM4shw5kxg2DDvfisT331HFKvOiIoC4uJYMAyxvMjPpzxaMgwAtWoBffsCAwcCdety+7OyiNLjm28cf9OjB/DCC7bnOyNhWQIAoHJkZewZu8ezAvkIy7K+t78foGn5b90Chgwh6T/+AEJDvfr5ouOLsP78epjNZpx55oz25BcBrbY/ywIpKcTq3/J3+TIJDubFVWA2M/j0UxrduwuTnT+mRPvozkaJMdhgMCAiIgI//fQThljuJRBLoJycHGzfvt3hN3Xq1MG0adPw8ssvW/fNmzcP27Ztw7lz5xzOd2YpW7t2batVqM/WVe3acdZeiYnl2qo0IJMyMl3PuY5RP41y6PP2/D7hdwTTwT7L9PDqh1FgKAAAnJx8UjXtlJPDoE8fkh42jMXMmbQq28mZTJb3TAA4MemE5voeRVG4c4fCoEGczeuXX5rRvr0H91OHDjbPToZhMPKnkbiRc8Om39aPrY/rOddt9k1oMwHPJjwrukw5OTmIi4sTNIbKiVbGaz5C3lOeew44eZKkExO9Lbkwsouz0ef7PgCA/U/uR3x4fBm/KEe89x6wZQtJy90wYrNoEedPVuuyaJz5h+Zj12WiZ0ucqu22mDULVvcrvnQrod93PtnlVq5cGdOmTcO5c+dw4sQJNGrUCE8++SRq1KiBV155xTq7KiYWf3a9e/e27qPpsv3Z8c8HiD87V+cD5KMwLy/P5g+A9YUgKirKqkFnGMb6AmGf5p/Dsizw229gAbClyzzNZrP1HGdplmUd0gDcpi35u0q7K++1a0ypQpYFwCI6Ghg3jsGSJQwOHQIOHmSwZQuwfXswNm1isW8fi5MngV27GHz5JYvXXgMGDmRQp47l9Y2FxaL21i0WK1eyGDaMxbhxDN5/n8WMGSz69mVLFbLcuR07sli71oyFC4E6dcqWyUK+Pt+tfB63k12a3zYMw1gVUkq1k9gyedP3ACAyMtK6NFNTMgUHW3sZq9d73U6W61k+rlQhk8x9j2VZREdHuz1fjTKxLINatRgMGABMm8Zg3jwG06cDDRpwzx3+M8h5mkLdujTq1YNoMglBiTE4JCQEDz74IA7woi4yDIMDBw6gk4tIvp06dbI5HwB++eUXl+eHhoYiOjra5s+CZUWMRWFA07TLtGXSgJ+mYFk8beuGxFmaoiiHNAC3aUv+rtLuyuutTCzLWuvDnRxakslZ2lOZWJbF3bt3ubZWoUwN4xtiXvd5KIuPjn0EBozP7dSicgsAZCmhBTW0U1ycDpa7cPNmrrxytBPDMFarTF9k4qPV+2nsWFjrH2BRt+49m/catzKBe3ZuvbTVQSELAF8M+AIvdnjRZt93Z7+DgTFIIpOWUGK8duduyJn7IHffvpb/ZaVNJhPS09NRVGR927aeI9c7YAjN+c4rMhR5XHb7tMlkQkZGBkwmkyrfa72RiWEY3LlzB0ypppwFNCuTpY8xoaE2b+pq/f7wtI9p6ZvKVRmNJqP1vUOr376hoWS/0Wi0uX+8kUkIgka2tLQ0/PLLL/jll1+g0+kwYMAAnD9/Hi1atMDixYsFFcwebwcYwHt/doDr5ZMZGRlgGAbnz5+3fgz5snzSVLp8SW1LDdeuJcubjEYj+vUrws8/AyNGpKFJkxxERRGZsrOzce3aNSQnJyM/Px80DRQV3cB99xVi5EjgySevYd26EvzyC/Dcc6no29eM4GBuWR4AnD2rx+bNwMGDrFV+lmVx3305WL0a+PjjEgQFeS6TyWyC0WiEwWyQfFnelStXrG2i5SVsvva9kpISnDp1CgzDaE8mmrYeN+n1XreTpSzFJcVW+RSXSea+l5GRgWvXruHOnTuakamkBPjtt3wsXpyLl14CHn7YhKFDTfjwQ+DyZZP1BSIszIBWrUrQuzfQqVMBHn6YpKtXLwZFmQGwuHy5CIsXGwTLdJUf8UYgco7BADBt2jQsX74cq1evxsWLF/Hss8+isLAQEyZMAACMHz/eJhDYSy+9hL179+KTTz7BpUuXMH/+fCQmJuL5558XvWwBAqiZA9cO4K3Db5V53o7/dmD05tHILvbNX17LKi2taUuAygDlm4MHbV2RVa9O3P54y83cm3j/9/cd9j/X7jlUi6qGJ1o+4XBs68Wt3mfkp8g9XnuDu29fwPP32sLCQrAseWczm4mCQs53wIw0Ul6z2Yzrt8g55e1d3ZlMWVlZMJSuEDQaDJqVKSMjg0wYlJTAaDTCXPoOr+V2ysjI0HTfq8AS94Bms1nz91N8PGA2m2A2mxzayROZbt26BSF47b7AaDRix44d+O6777B//360atUKkydPxpgxY6xWLVu3bsXEiRORLaIT5tu3b6NmzZo4duyYjZXNa6+9hsOHD+PEiRMOvwkJCcHq1asxevRo676vvvoKb731lvXGsMfd8smYmBjk5+cjMjISOp3OqhH3aMmNZflk69agvv1Wdcvyhg+ncPMmmUE/cYKFTuf8/KKiIoSHh1vLy5fVXg69nsYff1D47DMWrvXgFKKjWcyZw6B7dx0oyjuZ+MvKTk4+6VI+j9vJjUwmkwnFxcWIiopyaBu52klsmbzpewzDoKCgABVK/bNqSqa7d4mzZAA4eBBM6T3saTttv7Qd7xx9BwzD4NSUU2Xe/0q2k1R9j2VZFBcXIzw83GrdozaZjEYWly7ROHGCWPL/8w8Fo5FbsgmwCA0F7ruPQqtWDFq0AFq0oFG5MgOKci632UzhyhVg9WoDZs4MRkwMLUimnJwcxMfH+7y8Rakx2MKSJUuswTbbtGmDzz//HB06dAAA9OjRA/Xq1cOqVaus52/atAmzZ8+2Btv86KOPPA62KYarBwBAAjdOBJa6BZCb3Um7Mfe3uV7/bv2w9WhSsYlXvzmafBSv7HsFALBpxCbUj6vvdb5Swb8N33qLuLTSAvz3TK0tz8zKIu7D+GzdCpTq3MqmtNFMFIuOUxwth8OCwnBkwhHQFBnflp9ejm9O2/okOzXllFOrY18RbVyQAaXGa2/dF4jpOmjiRArnz5P3rsRE+d9r268gwb9XDV6FllVblrt3dZdyTJsG6vffiS7i1CltyzR7NtjSdeYWtyr+0k5a63vHUo7h5X0vo2nFpvj+8e81LdO2bTTee49F9+7AJ59QXreTUNc6Qd7+oHr16mAYBqNHj8bJkyfRpk0bh3Mefvhh0aN0V6pUCTqdzkGZmp6ejmrVqjn9TbVq1bw6HyDLJ0Od+Ju0dAp+JVs6hKdpCiCRZgDrsiBv0+6WRlleelyl3ZXxoYcs7lkovPcehWnTgMhIx/OjoqIc6oVL63DjBomAfvy4DocP20jukrw8CjNm6BAbC7z6KoU+fTyXyXVZxEnz2yAoKMiqkFSqncSWyZs0TdM2/V9TMvGdqYeFed1O9eLqAQDqxdWzqQ9FZXKRlrLvub//5ZcJIJNJx44BJ09SOHOGQlER2W+hcmUKbdoArVoBrVtTaNIECAoCbBeKuC47TZOYAh98EOr0HF9l8hWlxmALzz//vEtL10OHDjnsGzFiBEaMGCEoT4ZhkJaWhqpVq9rUfXmFYRikp6cH6qMUNdfH3it7XSpkm1Rsgsv3Lrv87ZjNYzCv+zwMajrI4/xaVW0FgCiD/rj5h6qUsn/+CXTsSNLz5smnlFVz/5CSoiJHhWyrVkDNmgzS0ryrjwVN0gDUcNj/w/AfrApZABjVcpSDUvZi5kWrW43yhlLjNd/dkEUpyzDE3ZCz8dvdty//v7s0QFaoRkRUA/8dTM73Whso9+V1l+a/c5T1fqzGd3V+2vr8a94c1O+/k2rRqExAqR7n3DkbzYIWv6mcvdcq/U3li0xBOqJKLCou8qrsapSpqFQEhikAw0QKksMXvFbKLl68GCNGjEBYWJjLc2JjY61mw2Lh7QADcP7s+EFG3PmzKwuz2Yzr16+jfv36vn9Y82Yi1cTw4ZzP7O3bgT17gEcfBdq1A5o0ASpXBkJDifx16tRHbq4O9+6RADpXrpC/s2eBUgtup3TuDAwdCjz0EDlv+3bgq6+44zk5wOzZwJw5wJtvkhd2CePGeY0o7a9hNC0//74L8vqxZ/3oyCvIg9ls1p78IqCW9jcYgL/+Ao4eJX/2wYyjo8lzq107oH17YhHkZA7HK9QiO6DcGKw0UgYR1SKB+rBFjfXx67VfMfvgbKfHhjYfipkPzURmUSam7pqKlNwUp+e9dfgtHL91HPO6z0NoUNkBKqNDycQpRVHYlbQL41qP810AkbEfenfsAB57TJ681dg/pMRkIu/w9nz6KfnvTX1sr5qD3VVyYa+Ufa3La6gVXctmX3RoNLrV7YYjyUes+748+SW+HOgiirCfo+R4PW3aNDz11FNISEhA+/bt8emnn9q4G5KC4OBgVKtG/PArAQtu8S9/ssAX/OmZERwcDHToACxfTnbo9V4HPFYLwcHBgIvVzlrDH/qY9T7TTvxnl5R6ULAxSpQTr7UTTz75pBTl8IiyBpjx48ejZs2aeP994vPopZdeQvfu3fHJJ59g4MCB+OGHH5CYmIhly5b5lD9N06hZs6YwTXhBge+/lZA6dYCXX+Ze2AwGEqTREqgRACiKBss2gDd3XqtWQO/eQK9eAN+9b8WKwMSJwFNPAUeOEOWs5Z2EZYF33uH++vYFyqpyoYOvJ4jS/hpG0/KX+n4BUHZncoKOIoq4kNAQbcovAkq2f04OeU4cPQqcOMHNZgJk4uaBB4gFVvv2QOPGPjWxW9TU95Ucg5WCpmlUqlRJ6WKohkB92KLG+jh84zDe+PUNp8cebfIo3njoDVAUhcqRlbFpxCZ8deorrDm3xun5+6/ux6/XfsVPI39CnZg6bvO1WH4EBQXhStYVYUJIwG+/AQ8/TNILFsijlBXSP4xmY9knqQyWBaZMsfUjCwCff04mLQHP6+NCVDHebpLmsL9llZYY0cL5Cojn2z9vo5Q9kXoCxcZihAeHeyqC36DkeD1q1CjcvXsXc+fOtbob2rt3r0OsFbGw3Gceu8aQADPDBVINor03wLCgxjHFV6yyxMdzO/fuBQYPVq5QPuLQLpalFxrEX/qY5T7TBetU8Y0kBOI+lkKdOpGif0d6gu9PLAUoa4C5efOmTYfo3Lkz1q9fj9mzZ2PWrFlo3Lgxtm3bhpYtW7rKwi0URSE8XOBLBS8CrNoYN44oThcuBO7dczzOsvwYrM4JCwM6dSJWat272ypinaHTkRf0Hj2I9dvSpcCZM9zx2bOBd98FPvyQXNeVxVtYkOtZaLEQpf01jKbl5ytlfcAy6LAU69R1RnlA7vbPyiIf8AcOEDegDC+oZcWKxOK+a1eiiI2IkLYsmu77fgDDMEhNTUX16tU1/9InBpZlb4H6IKitPo6lHMP0/dOdHuvToA/mdp9rM5EcRAfhxQ4vol2NdnhhzwtOf8ewDIZuHIr3e72PPg37lFkGo9GoSiucUg9QVhISpHfzLKR/3CvmXoYtriHUzoIFwPnztvsGDCCr1QDP6yO9IB3j295weuyrgV+5fBdqENfAYd/xW8fRs35Pj8ofQDzcuRsSG0u/qlu3OiwuoVhW+EolbzCz4ihl1TamCMFGFsvO1as1qZRlGAZ3rl1DdZRqI0aOVLhEvuMvfcxyn+UX5tv4etUiJK4hC50uCwwTJ7ssmlLKAsr4s7NgNptx9epVNGzY0PclrHzNggrp04coU48eBQ4fJi92qamWYrMoKdEjLCwUAIWKFYEaNYh7g6ZNid/Fpk19s1KjKGLttmwZcPkysGQJcOwYOVZcDLz4Isnrgw+AFk5cU8kxAy9K+2sYTcuf5mjp4Q2WZaPZednl2n2B1O2fmUkiRR84QCZp+I/Lpk3J5M1DD/n+nPEVTfd9PyGgFLclUB+2qKU+/k7/Gy/uedHpsW51u+Htnm+7XNnTqXYn7B23F/+3+/9wNeuq03NmHpiJvVf24u2ebyMi2PVsFEWrd/Lw1CkycW/h77/Jqiop8bV/8N1KNK/UXKziSMbKlcDOnbb7mjQB5s+33VdWfeTp8zBwvXOnv5tGbHLb9wBgWqdpWHR8kXX768SvA0rZckB4eLjNN1paGvl2kwuG5V4aLSvcfEUtY4oYWGWJiCBLzW7eVLZAAojZuJHbeOgh5QoiAv7Qx4JpMvnLUmwZZ6qfu3fJ/xo1lJnQ1pxSVklomkbdunV905xHRzuuJVIpISHE3UCvXmSbYYihYVERYDJRiIwkqyCk0k00aUKWWf33H1HCWmb8b98Gxo8nSuNZs4i1nIXYsFhpCsNDUPv7AZqW//ZtQT8P1RGlLBVMaVN+EZCq/YuKiEXszz+Tj3WWN663aEHcn/TsCdSq5foaUqPpvu8H0DQtWeAyLULTNOL5SxHLOWqpj2vZ1zBx+0Snx1pWaYkPen9QpvVWpYhK2DBsA1adXYWvTn3l9JzDyYfR7btuWDl4pUvrTUvwDTVCUcSac25p/LOJE8mzXyqLOiH942LmRWvamQWomti3zzZOAwCEhxNFLX/oKqs+9CY9BqwbYDsrWhrk86M+H3kUPO6RRo/YKGWvZ1+HiTEJsl4MoG4s/Yr/DpeYKJ/faMDWfYGO9v0jVS1jihjYyDJ/PvDaaySdlgZUr65YuXyBpmlEbt3K36FcYQTiL33M+kzXCQ90pSQsC9y5AwAUGjWKVqRrabf2FICiKISGhvq2fLlmTfELJBM0TZSwtWpRqFcvFJUrU5IpZPk0bQp89x15oeT7KDp8GOjXj+y3DP4Vwys6v4iICGp/P0DT8t+6JejnFktZI2O0CSRQnhCz/c1m4PhxEtSvb18SifvkSXI/t2xJ/Fvv2AGsWUMmYpRUyAIa7/t+AMMwSElJAaPylSZyEagPW9RQHxmFGRi7ZazTY9WiqmHJgCUI0YV4dC2aojGx7USsH7berb/8idsn4vMTn9soIiwYDAbPCq4QAwbYbvMtZ8VGSP/Y/t92a7plFd9cn8nBmTMkQK49P/9M3IrxcVcfRrMR47aOQ4mphCxTsxATg+fbP++xtWt8eLyDW7EzaWdcnB3AH7D0K5ZnrfrHHzKXgZe3UPcFSo8pYmEji8WhNwBMd+5iR80wOTkwGAzkK2ys8/FWK/hLHwvWEavSwuJCTcuSnU1sJymKBUUp0y4BpawXmM1mXLp0CWaz4wtwmdQve2ZZ7QiSXwCtWgFbtwJffGG7/6uvgEuXSOy0uLA4ycuhlPxqQdPyX3W+FNRTLB8XJSUlKDYUl3G2fyJG+1+/DixeTD7IX3gB2LMHKCkhgQafeYYoYletIv6t5VzyVhaa7vt+AEVRqFChQkApXkqgPmxRuj7y9HmYtGOS06BQwbpgfDf4O0SFRHl93SYVm+D3ib9jzP1jXJ6z5twadF7ZGdezbaO3a8HNir0v2YQEafIR0j+Sc5Kt6ZrR6jSuuH4dmDrVcf+BA5bAXra4qg+D2YBxW8dxfYnni39giyF4us3TXpXrlY6v2Gxvu7TNq98H0BbO+tWBA/KWge9TVkgAaKXHFDGxkYWiuJfry5dV71LRHurVV0FbxrYXnPtf1wr+0sf47gu0LMuNG+R/9epApUrKtEtAKesFNE2jYcOGvpln+xhcTE0Ikl8EOnUikdffsAtonJIC7PqxcqnZuXQoLb/SaFp+gZ3D4r4gNDQURkZ70ZjFwNf21+uB3btJNOgRI4B160ggwZgY4qN/1Spg82Zg8mR1KWL5aLrv+wEURSE2NlaclyQ/UKyLWh9+gJL1YWJMmLF/BtLynfst3zBsAypHVvb5+iG6EEzrNA0rB690eY6ZMWPEphH46tRXMDEmhAaFWpWyxUZ1TyLaW9LNni1+HmL1j8jgSJFKJB6ZmWRcteeXX8gY6wxn9WEwGzBm8xhbX8alLtda5odj3iPve122LnW62Gzvv7rf62sE0A78fsVf3SgnJaYSrjxlBKZ2hz+NsQ6yrFjBHXzrLWUK5QsGA6izZxGk04GKjQWCtO0KxV/6mDUQNq1tpez10rnI+vWVa5fAF6aX+PxR3ro1ly4pcX2eylFaKaHTAcOHA4cOAcOGcfvzb9fAo48C334r7Te30vIrjebl99F/j47WIYgOAkVR0Jv1IhdKO3jT/teuAZ98AvTvT3wH/vUXcYXSrRvZv3cvcW3VsqW80Xl9RfN9X8MwDIPk5GRxlhPdu1f2OSpH1PrwA5SqD5ZlsfDYQpxOO+30+LJBy1Avtp4oebWq2gpHJxzFyPtcR5te+ddKdFzREY81eczqvuC3G7+Jkr9UhIYSN1UW9u4lE3ViIlb/UNsHZ3Ex8Mgjjvv37wfi3Cwes6+PYmMxhv84HDdybjic26AoFMvP1QXtg3/OalHVHMus8kmCAL7D71dDhnD7TSb5ylBkLLKmhfiU9acx1kGWKlW4gz//rB2dxDPPgAWgNxjArF2rdGkE4y99zOK+oKi4SNOrCZOSyP969ZRrl8BXphcwDIOkpCTfGorvvuDSJfEKJSOC5BeZqChg2gw9GjYCgoOBkBIyLfv110CHDsC//4qfp5rkVwK/kF+AxXqILgQlJSUoMhSVfbIf4kn7m83AwYPEKnbkSGDDBmJsU60a8OyzwK5dwKJFJFhfsDLBLX3CL/q+hqEoCnFxceIoRS5eLPsclSNqffgBStXHpgub8NOFn5wem9NtDh6o/oCo+YUHh+O1Lq9h3dB1bpfmbrqwyWop+97R90QtgxTcfz8ZMywsWULGCrHwx/uFYYCuXR33799f9twzvz6yi7PR9buuuJ3vGAy1bnEI1p6ph2DW93qz90H7T8Y/Pl8rgLrh96t+/bj9f/8tXxny9FxAbXufxt7gT88Mp7Ls3s2l5YzE5is3b1o7El2tGqiqVRUukHD8pY9ZLGVpHa3pmCv/lA5N992nXLsElLJeQNM0Gjdu7JvFVAgvwMMZbTq7FyS/BGQWZSIkGGjUCHhruq2vr6eeAl56CSgsFC8/tckvN34hP99i3UvCgsIQFhYGA6PuACpS4a798/JIUK7Bg4n1q8Uq9uGHgc8/J75iJ02ynaDXEn7R9zUMRVGIjo72/SWpWzcuLbeTOwkQXB9+hhL18eetP/HRHx85PTb2/rEY3GywZHk3rdQUf07+Ey91eMnlORalLH85r5r53/+Anjz93fz5wM6d4lzb1/6h5rob6cRg2hOFLMDVR2p+Kvp838fpOXVi6mDD6foIYYWNeYOaDLLZPnrzqKDrBVAv/PusGs9IWmzLd3fkluRa054GVnSGP42xTmWpUoUEbAGArCx1vxexLDB0KACAAhC8bZv/tosGsShldTodTKyMZvEiUlLCWcq2aqVcuwS+ML1EFEup338Xfg2FUJOlWHphujXdr0c0jh4lSiELf/xBLPKOHBEvTzXJrwSalJ+/NKd9e58vExYUBpZloTeVX/cF9u1//Trw/vskcNfnnxPXvbGxwMSJxNLp44+Bzp2JglbraLLv+wkMw+DatWu+t0GPHlyabyGiUQTXh58hd32k5afh+d3POz3WuXZnvNTRtbJULGiKxpOtn8SuMbvQuGJjh+N6PTdODd04FOkF6Q7nqI2PPgKaNuW233qLBHQViq/94+90GU38vGD1ai4oiYVffvHcOxPDMNhxageG/DDE6fHWVVtj4/CNghWyANCicgub7e3/bRd8zQDqxNV9duyYfGXgW8rqKGHuC/xljHUpC9+37Ouvq9e106RJ1iQzfTqu3bnj3+2iMSyBvvR6PQwmbRotXbpEVnpWqgRUrqxcu/jBp7J8MAyDq1evCm8oOddyiIho8osEPyBBhZAKCA8H5swBfrJbTThtGjBqlDVmgc+oTX650az8fMv0xo4fr54SHhQOvV6PAkOBCIXSHvz2//tvcl+NGEGCdJWUkKqdO5fovJ57TrtWsc7QbN/3EyiKQpUqVXyfuZYqrLtCCK4PP0PO+jCYDZi+f7rTYzFhMXi357uCon57S7WoatgwbAOWDFhisz+Y5x/mZu5NDFw/EF+e/BJGs7oDVa5bBzRrxm2vXEnGEyH42j/4rin6NuwrrBAicfMm8MUXtvt+/dW9D1k+LMti7fm1mH96vtPjAxsPxPLHliNYpKGuYkRFm+1Cg4jL1wKoCvv7bMwY7phBJl0NXykrZDzwpzHWpSw0TR64Fvr1k9cBsCesWcPpTEJCQD3xhP+3i8awWMoGBwfDxKis/3jIX3+R//ffD9C0cu0SUMp6gU6nQ7NmzazLwryG/6apQQTLLzIXMznfgHyH7vXqAadOAbNmcedevUqWxu0XEPxVbfLLjWblP3SISwuI1lkhtALCwsJQbCqfgSpoWoesrGZ49lkdJk4kFugURYwQv/kGWL+euKYK8X3FmGrRbN/3EyiKQlRUlO8vSdUcA85oGcH14WfIWR+Lji/C5XuXnR77euDXqBBaQfIyOKNjrY74c/KfeKH9CwCcByb87ux36PRtJxy8fhAsq17fb2vXwsYn5cmTwuZVfO0fB68ftKb7Nezn5kx54K3itbJ7N1md4gklphL83+7/w+cnPnfaP6Y+OBXze8wnkwrnz3MHnPlK8ILQoFCbbTOj3WAwAVxjf5+NHcsd+02meIO5+tyyT/IAfxpj3crStCmxsLDQsaO00bK9YcsWsgTPwu+/l5920RAURUFH60DTtGbdF/z5J/nfrp2y7RJQynoBy7LQ6/W+v8zyHWap+IXYFYLlFxl3AQMoiry87t8PVK/O7Z81i0SrzfVh3Fab/HKjWflFehuMDIkEy7LIN+SLcj2twDDkPho7lsULLzA4c4ZFUBBxFbJ5M7BwIfDgg+Se81c02/f9BLPZjCtXrvge2dVeAaFxi2fB9eFnyFUfe5L2uAzsNbf7XDSp2ETS/MsiiA7CU22ewt4xe23cF9jz2i+vod3ydrhw94KMpfOOd98FXnzRdl9Cgm+GXGL0j/uq3Ofzb8Viup2B9saNnq9IuZp1FQ+tfAgnU08CgEP/WNh3IaY+OJX7EH3/fe4g3+TRB/o36m+znZqfKuh6AdSJ/X3Gj8X09tvylIHvU1YI/jTGlinLmDFAH55v6Q4dgGKFjU9WrgTe4wWp/OUXgKbLV7toCB2lg16vh96oPfd+RUXAuXMkTeYklGuXgFLWCxiGQXJysu9LWHv35tK3HSOdqh3B8ovMtexrZZ4TH0+CRXz4IbcvMxPo1QvY7qVrK7XJLzealT87m/wXaOUYGRQJvUGP/JLyoZS1KGNHjCCTGZcvAxRVgtGjWezYQVyF1KmjdCnlQbN930+gaRo1a9YUL9CavUNGjSF6fWgcOeojNS8Vc36b4/TY4KaD8VhT9USwrhhZEQfHHyzzvPFbx2PoxqG4U3BHhlJ5z/jxZPUqn44dgQte6pJ96R8Ma/usrxhe0cWZ8mAw2MZHeOstoGHDsn/HsizW/b0Oo34aZbOf797ixxE/oke9HrY/vH6dS9eo4UOJOR6s/qDN9u187X3/BCgbZ/dZy5bkf0mJPHOh94rF8YvqT2OsR7K8/76t7/2uXW2fAXLBsiTqI9+Z+J49Vv8s5a5dNEKILgTBwcFgoL1vpDNnyGRvjRpA7drKtov2e4KM6HQ6NGnSxPclrLVrc+lt20Qpk5wIll8iqkSWbSrQqxdw+DDQghdz4O23ifFyvoc6NrXKLxeal3/AAEE/jw6LRlhoGIpMRSIVSJ0wDHDwIDB6NFHGJicD0dHA//5H4cCBCEyfTvuVv1hP0Hzf1zgURSE8PFy85UQaDrYJSFAfGkfq+jAzZrx58E2nx2pUqIHXurwmSb6+QlEUKsdU9ujcm7k38ej6R/Hsrmdxr0h9gV5atHBc7DJ+PBmfPMWX/pF0L8nhGkrSubPt9sCBZf/mTsEd9F/XH4v/XOxwjKZp1Impg4NPHUSDuAbuLyTw47RWdC2bbS0EnQvgPc7uM/7KeDkCfok1weRPY6zHsixcaOuqZMQI4JNPpC0cn9u3yfrx06e5fb/+ClTmxrJy2S4aIEQXApqmYTBrL9DXH3+Q/x07khWfSrZLQCnrBSzLori42PclrPwG3rhRnELJiGD5RS6LBftZeFdERhKrC/4EXF4e8PDDnq1wV5P8SqBJ+Qt4QbkefVTQpSKDI8EwjE0gAX+CZYklzrhxwGuvET/MUVHAs88Sa/PJk1mEhGis/UVCk33fjzCbzbh8+bJ4y4lWrRLnOgohen1oHKnr47uz37l0l7Sw70IHn5lKY6kPPiennMTHfT52+ZtTt0+h39p+eHHPi8guzpa6iF5RoQKJE8AnKYm4M8j2oKi+9I9159eVfZJM2FsYnjxZxvksg/Xn1+PR9Y8isyjT6Tkj647Ej8N+RHRotEildE3N6Jo221ezr7o4M4CWcXaf3X8/d/xN5/NaopJWkCbKdfxpjPVKltdes11aumEDedDyfUyLjckETJ5MglJYCAoCTpxwcJhdbttF5YToQlCiL0GRQVtGSxYjJADo3p38V7JdAkpZL2AYBqmpqcKWsFpMzIq01XEBkeQXCb5i7IHqD3j12/btycxIq1bcvhkzyKSgGzdsqpJfCTQp/759XLptW0GXigyOhNFoRL7e/9wXnDsHTJxIrBouXwYiIsg70s6dwKRJZEJDk+0vEuVZdjVA0zTq1q0rbDkR31I+T9sTK6LUhx8hZX38m/EvliYudXrslY6vKO5H1hmW+gimuSXqx1OO4+H6D+PklJN4v9f7Ln97LOUY+nzfB9P3TRfNP6MYUBSQmAg8/rjt/j59yLjlbr7Ml/6xO2m3NT3lgSneFldU2rfn0i+95N5wNeleEtovb49Fxxe5PGft42vxUo+XXK/88CXoghviwuJstq9kXRH1+gHUgbP7jKK4b63CQvffWGIg1vu5P42xXsvSqxdw4IDtvgkTiHLWEqZeDIqLgf/7P2KiePYst3/6dBJ5ycnzqVy3i4oJDwpHaEgojIxR6aJ4xdmzwL17ZOLXMs4q2S7a7wkyotPp0KhRI2FLWEfx/DppbHZEFPlFIiUvxZr25aMoNJT4Ef/iC27f9etAly62Kyf4qEl+JdCk/Js3c2mBD9iYsBiEhob6lfuClBQyMT5pEpkIDwsDnnqKKGOfeYYMVBY02f4iUZ5lVwMURSE0NFTYciJ79yUatnoWpT78CKnqw2g2uvQj275me4y+34s19DJiqY9F/TjF3Et7XwIA0BSNPg374NSUU/ioz0cur3E4+TB6remFsVvGqsrn7JtvOnr/OnKErHpNSnL6E8H9o0/DPmWfJBNPPul8f54+D6/ufxWjN7vuk481fQx/TPwDzSo3c18fP/7IpZ99VkBpCfb5eBIPIoD2cHWfzZvHpfmv5FJCU8Le9/1pjPVJlpgYMgv2mp1rnilTiHJ2+nQSoMVbTCZg/Xpyja5diTWshUqVyMPcjW+act8uKiU0iMhhYLTlvsAy99C9O2Bxs65kuwSUsl7AsiwKCgqELWEdMoRLWxxZaARR5BcJftTg2jG13Zzpnk6dgKNHbQMW/e9/5M8+yq+a5FcCTcpvt4RTCBb3BfkG7VvK5uQQ91HDh5OlGzRNLJC2bQNeeIG8j9mjyfYXifIsuxowm824dOmSsOVE/KURgKaDfYlSH36EVPWx+txq3My96fTY/B7zBX/4S4WlPhKqJ7g8h6Io9KzfE6emnMInfV37Dfwv8z88uv5RJCxLwOV74o2nQqhVi7gziIy03T96NPnWtzeE97Z/2AeiqhdbT0BphbF8OZd25svdYDZg9dnV6Lm6Jw7dOOTyOquHrMbc7nMRGhRadn188w2XHj7ct4K7wZVLhQDaxlW/qluXSy9ybcAtKjUqCAtO509jrCBZRo4kD1u+r1mABGl55BHywE1IIEvtli4lHxRnzgD//AMcOkQUsNOmced17OjYCSIiSOTtvXtJWipZVIY/yRJCh6CkpASF+kKli+IxDMMpZXv35vYr2S7qfKNUKSzLIiMjQ9iHOV/bwXduqgFEkV8kDlzjllYI9YkVHg5s2QJ8xDMaOX2ajB3//cftU5P8SqA5+fnlfOIJwZeLComC0WhEXol2lz5bJqmHDAF++IEY63fpQtJvvkkmql2hufYXkfIsuxqgaRoNGzYUtpzI/mX/11+FFUpBRKkPP0KK+riefd2l24JZXWd5FGBUKSz1EaQLstnvLAgHRVHoXq87EqcmYs3jaxAVEuXyumM2j0HCsgT8dv03xZ+FFEX0AmvXOh7r2ZP4RjeUiutt/1j3t60/WSWV73z9KN9CmGEZbL+0HZ2/7YwvTn7h8DsLE9pMwLFJx3Bflfus+7yqD2cztAECOMFdv5o8mUunpDgcFh2hSll/GmMFy0JRxGI2MRH44APn5/z9N7BiBTlv6lTg6aeBV18lCtgjR5z/ZsgQYhV15AhQs6bzc+wItIs6CQsOQ2hoqKYsZY8fJ8beMTG2LoKUbBft9wQZoWkaDRo0EN5QISHk/xVt+VUSTX4ROJ3mwseAAHr2JGMD3/pi7Fhgzhyi31OT/EqgOfkvXuTS3oRqdkHFiIoIDQ1Fjj5H8LWU4MwZYMwY8o5UUAA0aULmhT77DGhQRvBlQIPtLyLlWXa1IHrd87UdGiTQF20Rsz4YlsE7R95xeqxttbYY0myIaHlJhaU+woPDrft+uvCT29+0qNwCh54+hJ/H/IyEGq6tbGf8MgPtlrfDgsMLUGAocHmeHDRrRgy5+th5GLh0CejcmbjmKSnxrn9s/JcLxNupViexiuo19ha/ISGAiTFhy8UtaL+8Pd4+8rbL3zav3By7x+7G/7X/P4ToQhyOu6yPgN/0AAJw1a+efppLT58ufTmqRVUTfA1/GmNFk6V3b6KcPXUK+PJLYr3kKVWqAK+/TlYJJyYCs2cTqygvCbSL+gjVkeX+erPETqNFZPt28n/AAE4tZ0GpdvGP3iATLMsiLy9PuIXA889z6eJiYdeSEdHkF5GG8Q1FvV5EBLG+mDuX27dnD/FXlp6uPvnlRI3t75YVK7i0h7Ow7ogNi4XZbEZ2cbZ26gDA3bvECnbqVODaNTIrOHs2sTDizw6WhebaX0TKs+xqgGEYJCUlCQ+0VsbSOK0gWn34CWLXx94re3Eu/ZzTY3O6z1Gt2wIL/Pr4oj9nReku+BOfqlFVsfTRpTgy4Qiea/ecy/N2/LcDPVb1QMKyBPyd/rdiz0eKAt5/n4uizOfcOeK68NFHC5GVVXb/0JtsPyontp0oVjG9hu85YNDjJVhxZgU6ruiI946+5/Z3Kx5bge8f/96lNbfb++Wc834fIEBZuOtXYWGcm7hr16SJdV1iKrGm68TUcXNm2fjTGCuJLBQFdOgALFlCFKz8v1OnyJ/9/t27SUTt0FB1yaIQ/iRLqC4UJSUlKDGWlH2yCsjKIroeABg82PaYku2i7jdLlcGyLLKzRVDI8HuAfcQCFSOa/ALJLs62pnvV7yVJHo89Bvz2m+2+gQOBFSsMisuvFGppf49xtWTGR2JDiVLWxJhQaFS/3xyzGVi3Dhg2DNi3j7xDDR8ObN1KVg15OxGoufYXkfIsuxqgaRqNGzcWPns9dartdnq6sOsphGj14SeIWR9FxiJ8+MeHTo89k/CM4I99OeDXR+uqrW2OefMMiwiOwMS2E5E4NRGrh6xGWFCYy3Mnbp+Idsvb4cU9LyKrOMvnsgshOpp8+2/c6Hjs7t0K6NePRkICCWrpij9SbGM93F/1fpFL6TlZWYAh9DZuN52LnZUfculOw8Knj3yKU1NOoU21Nm7Pc3u/8M0YP3R+HwQI4IyynsN8V6Jffy1+/vznTtXIqoKu5U9jrOyyUBT5k4BAu6iT8OBwhIWFacZSdvdu8o18331Ao0a2x5RsF+33BBmhaRp169YV3lD89fGfuA6woDZEk18gSVlciN2yXj6FUKECecHnvuMprF9fCe3b01oycBYNtbS/R/BnuEQKVBEeEo7YyFgAthMDaiQpCZgwAVi8mFgktGwJrFkDvPEG+XD1BU21v8iUZ9nVgiiz1r3sJvGcmdZpBH+wrhATsepj1dlVKDQ4TrpVjKiI8a3Hi5KHHFjqwz6C8D8Z//h0vfuq3IffJ/6Ow08fxtNtnnZ53rGUY+j7fV8kLEvAyr9WOlieykHDhuTdbckSbh9fGT1hAok5s2ABkJtr+1t7K9Qg2tYvrxwwLIOn3/oNF7sm4Gr7x5BbZbfb8z/o/QFOTjmJh+o85HHEaJf3C99nQvfunhY5QAAA7p/D9epx6Q0bxPeUwQ8gFx8eL/h6/jTGBmRRJ/4iS2hQKFiW1YRSlmGAH38k6SFDXJ2jTLsEvjC9gGVZ5OTkiGMt1a0bl9bITSmq/AI4lXrKmm5SsYnk+U2dCuzYoW8hCgAAxjhJREFUAQAszGYTABZdu3Km7+UFtbS/R/zBs3bhRxgQAMuyiNSRCZXsEnUqZQ0GEgB13DjgwgUgKoq4Kli5EmjeXNi1NdX+IlOeZVcDDMPg6tWrwl+Uqtn5mfvsM2HXUwjR6sNPEKs+0vLTsPKvlU6PzXxoplPfnGrEvj74LggmbJ8g6NqRIZF4vv3zSJyaiO1PbEfbam1dnvvVqa/QZWUXJCxLwNenvpZdQduxI1HOfv01A73eMe8dO8g8TUICWVWSk2tGTkmO9fjwFuJM6HoCy7K4lHkJL+99GW2/ao9NOTOsx5o1c/6bLwd8iVNTTqF3g95eudRweb/YbwdJo5AWGpw3gDrx5DnMH3K3bBE3/3tF96zpuPA4QdfypzE2IIs68SdZQugQ6PV6TbgvOHQIuH2bGCj17+94XMl2CShlvYBlWeTn54vzYf7KK1xa5GXWUiGq/ALYcokbyWPDYmXJs0YN4MQJFh07co6Qpk8HRo3SjE5dMGppf4/gRwitVEmUS7IsiygdiUytRkvZv/8mgelWrCDLMh5+GPjpJ99cFThDU+0vMuVZdjWg0+nQrFkz6HQ6YReytyIzmTT5ABetPvwEsepj+ZnlTvd3qNkB3etqx2rQvj7G3D/G5rhYz7Ga0TWx/LHlODXlFFY8tsKtsu3bv761Kmhf++U1WV0ctGunwz//hGPDBtdWpIsXAx1HHMfFi8SricEAPNlKWstolmVxLfsa5hycg3bL22HclnHY9ffvNjGAw8JsH1vta7bHjyN+ROLURHSo1cFjy1g+Lu+X33/3URLvqBVdS5Z8AsiLJ8/hzp259AcfkCDKYnG36K41HRcmTCnrT2NsQBZ14k+yRIREICwsDAbGoHRRymTdOvJ/+HAyvtqjZLvIvy5Hw9A0jdq1a4tzMf515s8nqnuVI6r8PsKyLHJLyHozuWfbdToaX38djX/+4SKJXr1KgiWtX0+i2fszamh/j7H4iqxRQ7RL0jSNWhVr4XrhdVVZyhqNJJD86tXkBTc+nrgp6NlT3Hw01f4iU55lVwMsy0Kv1yMkJMQnJYQNXbrYWtJfuED8e2gIlmVhMBjEqQ8/QIz6uJl7Ezv+2+H02CudXtFUPdvXh70v2HPp50R1/URRFNpUa4ODTx0Ey7K4mHkRL+992aXi9eD1gzh4nXMd8nGfj9G9XnfJAqhZ6qNRoxAkJlIoLCT+LS3Rly3cav4GAOLLNSsLGNyTvD888wxZyV+/vnDjUYPZgBO3TuDLU1/iStaV0vIB+flAaqrj+fXrk/+vdHwFjzd/HBHBwoMVurxfpk3j0gsWCM7HFdWiqpV9UgDN4clzmKJIIGVL99q717m1mi9cz75uTQs12PGnMTYgizrxJ1lCdCFgWRbFRnX7drxwgcSyDAoCRo50fo6S7RKwlPUChmGQlZUlnklzixbkf0GBJqx1RJffB9ILucAsg5sOdnOm+Fjkb9GCwYkTQM2a3LExY4hu3Z9RQ/t7BP/LZuZM0S7LMAzCQD5ulQpkYs+1a2SCYNUq8mE3cCCxjhVbIQtoqP0loDzLrgYYhkFycrI49f/kk7bbFudSGkLU+vADxKiP5aedW8kOaDwAjeIbOT2mVpzVx7Dmw6zpyTvEcenjDIqi0KJyC+x/cr/VxUGPej3c/mbGLzPQfnl7JCxLQMKyBOy7sg8MK17ftq+PyEhgzhwSIPy774C4OIChDGBpbullVFYXa3rpUmD0aOIOISGBBIL95BNiS3HtGuDEM4IVg9mAM2lnMOvALCQsS0Dnbzvjxd2v4HzqFdy9C1y8BFy65Fwh++LAvlar2LGtxoqikHVWH07p21eUvJzRtGJTya4dQDk8fQ4/+iiXnjNHPGtZfryRYF2woGv50xgbkEWd+JMsoXQo9AY9Skzqdl+wejX537ev60W0SrZLwFLWS4qLixEbGyvOxRYs4IIQ7d5tO1KpFFHl94Hz6VzY3LbVXfsykwqL/DodsbL45RdO77drF4kbs3cvECHOu7PqULr9PeI9XqCOjh1FvXQFXQUAtr6rlIBhgE2biH8ugwGIiQHefFMaZSwfTbS/RJRn2ZVGp9OhiVhLEVrbRqPH7t2SWoVJgaj14QcIrY8bOTew58oep8emPjjV6X4146w+Xur4EjZf3GzdNjNm6Gjpl+fVjK6JhX0XWvM8cP0AZh2Y5fY3bx58E28efNO6HR8ej1VDVqFGBd9WvrjqHxQF3H8/eY/bcfEXvLaH+Jozm4FKyf9zeb3bt0mgog0bbPezYGAIT0Fh3HHkVN8CfcQ1r8sakZOAyjeew7n99yM4WBorHaf1YR/xTCJ/sgBwf9X7Jbt2AOXw9DlM08CMGcDHH5Pt/fuBfv2E589XygrFn8bYgCzqxJ9kCQ8JR1hoGIyMUemiuOTKFeDAAZJ+6inX5ynZLgGlrBfQNI2afPNIofBDUc6fr3qlrOjy+8DvNzmfV62qtpI1b2fy9+lDVsNa4rYVFRGr2bffJi/7/oQa2t8jTpzg0iIuPaBpGk1qNgGuAxmFGaJd11uysoB584Djx8l2585kOZhIrnNdopn2l4DyLLsaYFkWxcXFCAsLE76cKNiJBU1aGlC9urDrygjLsigpKRGnPvwAofWx7u91TvcPbzFck/4vndWHvZXlxn83OvialRodrUPfhn3RtyGxwjSYDdh3ZR/eOvyW299lFWfhsQ2POeyPC4/DN49+gwZxDdz+3pP+seDoPERFcW6o1j3THOvWkTkbexhdEYyhd1AU8xfyK/6Gwrg/3eZfFvG3xiH2zhCEFNfFJwsp9Ogh6HJl4rQ+3n2XO6GVuO/WBrOtn0Et3lMBysab5/CIEZxS9s03ieWa0KGs0FAo7AI8/GmMDciiTvxJllBdKBiGQaFRvHtQbFasIP979wYaNnR9npLtElDKeoFlCWt8fDxoMSLnAMCgQcDOnSRdWEjWVakUSeT3kp+Tfram5QryZcGV/BERJMLviRNEGXvrFjBpEjBlCjBxIuAHPrwBqKP9y+TmTS7Nt5gVAYZhEGIi0bf5bjTk5OxZYpl99y4QEgK8/DJ5uZVj3NBE+0tEeZZdDTAMg9TUVNSvX18c5/s9e5JlDRZ27SIPbI0gen1oHCH1kVWcha2Xtjo9NqHNBDGKJzuu6uOVjq9g8Z+LAQCLji+SXSlrT4guBIOaDsKgpoMAkI+h/+79h5f2vuTRapTs4myM3OTCMRyPttXaIh7xuL/u/agSVQWxYbGIDI6EmTXDYDbgWrajRevipGdxtfFVYGo2WBYoKQHy8oCsbAACl1tXuNcDcbdHIDyvFWgmHJUrAwsWEdcIco3lDv2D/zwUeeWA/SR2lcgqol4/gDrw5jlM08Ds2cA775DtTZtc+3j0lprRwifQ/WmMDciiTvxJlvCgcBiNRhQZiso+WQGuXuWsZCeX4b1JyXYJKGW9xGgU2TT75Zc5peznn4vqA1MKRJffCywBvgCgS+0ubs6UDnfyd+hAlrN98AGwbx8JvnT8OFHU+ouRnZLt7xHz5nHpPn1Ev3xscCwA+ZWyLAusXQt88QVxXVCvHvDRR0AD9wZCoqP69peQ8iy70uh0OjRqJKJfz3HjbJUQ33yjKaWs6PWhcYTUx6Z/Nznd/2iTR1E1qqqQYimGq/oYed9Iq1IWIMoyNSnIKIpCs0rNsG/cPpv9N3Nv4pldz/i8QuWvO38BAA7cOeDxbxJvJ/LKBYSHk7+qpV2CZQG9ATAagOJiskqqpMTRP6bOGIO4tBGIutcNoYWNEBMVgoQEoPtIElaifn15FLE2ZbLvH0V2H9K1xLVkvZR5yWY7iA58evoj3j6HBw/mlLIffQQMHeq71wx+gKHWVVu7OdMz/GmMDciiTvxJluiwaISGhqLYpM5AXytWkLG5Vy+grCpXsl0CI6MX0DSN6mIvcYyJ4dKbN5Ow6So1Y5dEfi84nXbamn64/sOy5++J/BUqkFVgDz1ElLN//00CRLz+OjBggGqb1iOUbn+POF/qczgiQvTKpmkaLeu1BI4S6yqj2Sg4mIAn5OUR7yZHjpDtRx4BZs2S32+xJtpfIsqz7GqAZVkUFBQgMjJSnOVELVs67svIAKqoR0HlDpZlUVhYKF59aBxf68NoNmLN32ucHhvferxYxZMdV/VhP1498dMTOPjUQfufq446MXWwe6yjHwEzY8bXiV9j1dlVZV6DYRhRVzlQFBAWSv4qVCBWvwMaD0Dn2p3ROL4xalSoIYvPXl9w6B/ffCNpfkeSj0h6/QDqwNvnMEWRgHnTp5Ptzz8Hpk3zLe87BXes6YZxbtYme4g/jbEBWdSJP8kSHhRO3BeI6EJELC5cIH7jKapsK1lA2XYJKGW9gGEYZGZmolKlSuIuYeWPSn/8QTR6KkQy+T3kz1uc3y65/ckC3snfvz+JJzN3LllyPm8eado33gCio+Upr9go3f5lwvcl+9lnol+eYRgY8gwIpoNhZIzILMpE9QrSKupu3CAvqTdvEleYM2YAjz+ujHJf9e0vIeVZdjXAsiwyMjJQr149cV6SnLXhzp3E74wGEL0+NI6v9XH05lHoTXqH/d3qdivTT6macVcfP4740brkP0+fB4PZgBBdiBLFFIyO1uH59s/j+fbPOz1uMBuQVZyFG9k3cOTiEaSaU/HXnb9QZPR8iWWdmDpoVqkZ6sbURfUK1VGzQk1UiayCypGVERYUJpYosuLQP9bxfCovWyZ6fruTOIV6p1qdRL9+AHXgy3O4e3cuvX498Mwzvhkc8JWyYlj/+9MYG5BFnfiTLBFBEcR9gRdjqxywLPDppyQ9cCDQuLEnv1GuXQJKWTVgiRIFEHcGiYkuTy3PbLm4xZquF1tPuYJ4SI0a5P121Spg6VISYfTsWWL12L69woXzR/7v/7h027aSZEFTNCpFVEJaQRoyCjMkVcoeO0YsYgsKgGrVgIULgWbNJMsuQADVQtM0Gojtq2PWLFu/019/rRmlrCT1oWF8rY9tl7Y53T/qvlECS6Qs7urDXtn82Z+fYUaXGXIUS3ZCdCGoFlUN1aKqoWPtjg7HGZZB++W2L2OHnz6MyBD1xnYQA5v+Ye+6QKJ3JwtDmw+V9PoBlMPX5/D69SRAMgA8/zywcqX3eacVpFnTYrid8acxNiCLOvEnWaJCoxAaGopCYyFYllWNkvnIEeDMGRKD5bnnPPuNku0SMPnxApqmUaVKFfEtpSiKmL9ZSFcmiFBZSCa/B2QWZVrTHWp2AE3JXwZf5KdpEuxr1SqgTh2yQva554BFiwCDocyfqwol279Minl+bHr1kiQLi/zVoqoBkM6vLMsSw5WXXyYK2TZtgDVrlFfIqrr9JaY8y64GWJZFXl4eWHuHjUJw9pxIShLv+hIiSX1oGF/qI6MwA8dSjjnsrxpVFe1qthOzeLJTVn3wLUs3/rvR7/uRq/r47fpvNtttqrXxe4UsYFcf9kG9RP6YNphtX3QTaiSIev0A6sHXcalJE85z0N9/28br9RS+pWzVSOFKWX8aYwOyqBN/kiUiOAJmsxkMyzg885XCZOIWzY4b57l3MiXbJfCF6QUMwyAtLQ0Mw4h/8Vde4dLPPiv+9UVAUvnL4I+bf1jTfRv2lT1/QJj8LVoQRdvw4WR7/XrykLh8WeRCSoiS7V8mH37IpefOlSQLi/yWpVFp+Wll/MJ7zGbik3jxYhLQa/BgYsAXHy96Vl6j6vaXmPIsuxpgWRbZ2dniviTx/blbWOPcv6jakKQ+NIwv9bH/6n6n+0e2GKnIpK+YlFUfT7Z60mZ71+VdchRLMZzVB8uyeP3X123Oe7Prm3IXTRFs6uPXX7kDEviWPZ9+3ma7QmgF0fMIoA6EjEsbNnDpoT4YU/ODyVWOrOz9BezwpzE2IIs68SdZQnWhMJvNAIBCozr8ym7eTCZ44uKAp57y/HdKtou23zwVIDhYosA+ERGcs4ubN0l0HxUimfxlsO8qF423Q60OipQBECZ/eDjxKfvZZ0TJdu0aMH480QNoRdejVPu7hWWBXbyPykjpLF2Cg4NRM7omAOBW3i1Rr11SArz6KrBtG7Gwnj4dmD2b+JJVC6psf5koz7IrDU3TqFu3rviWyvYToHv2kOl1lSNZfWgUX+rjwPUDTvcPajpIrGIpRln1oaN16FaXc5v11uG3/OLD0BXO6uNM2hmH8+rH1ZezWIphrY/kZNsDDzwgel6eBGEL4B8IGZdiYmyVsXv3evf7s3fOWtNi+Mj2pzE2IIs68SdZgnRBiI2MBQBVBPu6dw/46iuSfuYZ79QCSraL9nuCjNA0LW2gly+/5NKvv+76PIWQXH4XGM1GnEw9ad22LB+XG7Hk79IF2LiROLg3mUjE0WeeAdLEN7wUFaXav0z4b29Ll0qWjUX+OjF1AIirlM3JIfqho0eJ75uPPwZGj1YmoJcrVNv+MlCeZVcDLMsiJydHfMXRkCGO+445LmlXG5LVh0bxtj4yizIdLPgAoEvtLogPV8GyBIF4Uh/v9HzHZvvXa7+6OFP72NcHy7L4367/2ZyzsO9CJYqmCNb6sDjyBIilgAQvHMdvHbem3+35rujXD6AehI5Lr73GpWfPBoxGz38rdoAhfxpjA7KoE3+TJYQikyFqCPb16adAYSFZpcz3DuoJSrZL4AvTCxiGQWpqqnRLWOPjgehokj51ytEBv8JILr8L/rrzlzWtZJAAMeWPiyOBm+bMIRa0Z84ATzwB7N5NDD/ViFLtXyZz5nDpBOn8lVnkrxFVAwBwK18cpWxaGokvdP48uf2XLrWNSKsWVNv+MlCeZVcDLMsiPz9f/JekihUd982fL24eEiBZfWgUb+vj0I1DTvcr5RpJbDypj4jgCFSKqGTdnnlgpt/2J/v6OHrzqMM5fMthf4dlWeTn5tpqvVatEj0fe9+CPer1ED2PAOpB6LgUFMT5gAQ8t03iK4HaVhMnUJ0/jbEBWdSJv8kSAqKUVdp9wenTZNEbRZHVyd7a0ijZLgGlrJeEh4dLmwH/xWj2bGnz8gHJ5XfC7zd/t6a71O4ie/58xJSfoojP0A0bgFatyKzO3LnAzJmq9V6hSPu75cIFLj1tmuTZhYeHo1Z0LQBAekE6jGYvpvKdcOsWMHkykJwMVK0KfPst6QtqRXXtLyPlWXaloWkatWvXlsZS+aWXbLfz8nyLNCIjktaHBvG2Pv689afT/d3rqXA2zAc8rY/1w9bbbLvys6t1+PXBsAym7bN9V5jfY77m/Qh7A03TqH30KGzsYmvUED2fX67+YrMdGhQqeh4B1IMY41KXLkQ5C5DI6fYeNpzBX7XWvHJzn/Pm409jbEAWdeJvslSKIZO8SlrKGo3ABx+Q9PDhxFLWW5RsF+33BBmhaRrx8fHSNlSdOpwTySNHgPx86fLyElnkt4NlWaw/z304tK/ZXra87ZFK/lq1gOXLyfJ1miZxF0aNAk6eLPu3cqJE+5fJ+PFcevRoSbOyyF85sjLCgsLAsAzSCnz3OZGcDEyZAqSnA3XrAt99B9RXsUs7Vba/TJRn2dUAwzDIysqSxlL50Ucd9333nfj5iIik9aFBvKkPhmWcWsp2q9sNUSFREpROfjytj/jweBtr2TcPvgmG9b8+xa+PvVccnVX2b9RfgVIpB8MwMC1cCKsd0KRJkuQz79A8a3p86/FuzgwgNu+++y46d+6MiIgIxMbGypKnWOMS3yPZsGFlrx68mctNolqMJoTiT2NsQBZ14m+y6BgdAGWVsmvWANevk4Xn9iEjPEXJdgl8YXoBwzBISUmRvqE2b+bSzz0nbV5eIJv8PJKykqzpB6s/iPBg5azVpJRfpyPvxatWEb383buk6T/5BNDrRc/OJ5Rof7dcu8alR4yQ3AGrRX6WZQUH+7p2DZg6lbRzgwZEKV+lipilFR/Vtb+MlGfZ1UJxcbE0F46LAyrYRQTfuROQKj+RkKw+NIqn9ZF0L8np/s61O4tZHMXxtD42Dt9os/1N4jdSFEdxiouLUWIqwdzf5trsf63La9DROoVKpRCXL4Pha7omTBA9C3vl/uQHJoueRwDXGAwGjBgxAs/6qpnwETHGpdhYYOJEbnv5cvfnS6GUBfxrjA3Iok78SZZgEINCpQJ9XbnCPSumTeO8gfqCUu0SUMp6AUVRqFChAiipo+/UqAHUJEofXLwIZGRIm5+HyCY/D37wiUcaPSJbvs6QQ/4WLYB164jZPUBcGzz5JHD5smRZeowS7e+WkSO59PTpkmfHl79WBfLi54tSNjmZBHa7dw9o3Bj45hsyq6d2VNf+MlKeZVcDNE2jZs2a0lkqv/WW475du6TJSwQkrw+N4U19nEk743R/x1odxS6WYnhTHzFhMWhcsbF1+9u/vkWJqUTK4smOpT6WnFricEzJOAVKQY8bh5DgYM59QViY6HnYWyRHBEeInkcA17z11lt45ZVXcP/998uWp5jjEl+XvGwZkJXl+lwplLL+NMYGZFEn/iZLtXgShL3AUCB7/mYzeY03mYBu3YB+/Xy/lpLtov2eICMURSE2NlaeD3P+8slhw6TPzwNklR/EdcHGfzkrjq51u8qSryvkkj88nDin/uwzoqy7do2s0l+1ClDSUE/u9ncLX0s9dCjnhEpC+PLXja0LALiefd2ra6SnEwvorCygSRMS1CsuTorSio+q2l9myrPsaoBhGGRmZkpnqdzFia/yDz9U9oHrBsnrQ2N4Ux+XMi857KsaVVVUCyul8bZ/rBi0wmb7hd0vSFEsxWAYBv8k/4Mf//3RZv97vd5DEC39u4OqKCgAC8BoMhH3BfyVeSLCt0ie3U198TECiI+Y4xJF2XbNvm5iMJ69c9aarhZVTXDegH+NsQFZ1Im/yUIbiUox3yC/2801a4gNY4UKwKxZwhbOKtkuAaWsFzAMg+TkZHkaKj4e6Fy6nK64GPjrL+nzLANZ5QdwNfuq1Qy+bmxdG99nSiC3/F26ABs3Aj16kNmfJUtIUCilYtDILb9bxozh0p6GaBUIX/6GcQ0BkD7qKVlZRCFr8SH75ZdATIxUpRUfVbW/zJRn2dWC0SgsqJ5bdDpg0CDH/QcPSpenQCStDw3iaX38c/cfh30da/qPlawFb/pHZEgkRrQYYd3+685fNtZn/sDrhxzfE/o06KNASRSm1CWaNbJ03bqiZ2HvU3Bw08Gi5xFAXPR6PfLy8mz+AFjfeRiG8ShtMBisaUsf46fNZrPbNMuy1nSdOiweecTyzsVi3TqStpxjSfNXrAVRQdb93pbdPm00Gl3K4atM9mV3lbaUxVXaW5n0er3Nfi3LxO9jWpfJ0sdcnaMlmcJ14WBZFnn6PFllSkoyY9kyAGAxbZoZlSoJl0lf6jfS0z7Jl0MIAaWsF1AUhbi4OPmspT7+mEtPmaK41Y7c8h+4dsCaHtBogCx5ukP29gexovz4Y2DuXCAyEvj7bxLP6ocf5O8OSsjvlOPHufT48UShIgN8+evHkYhc13M8s5QtLAReeIG4LqhWDfjqK+1YyFpQTfsrQHmWXQ3QNI3q1atLu5zImV/FN94oO8qIAshSHxrC0/owmo1IznEM592ySkupiqYIvvSPVzu/arM9dONQTnGncQ4nH0a6Pt1m39cDvy5/z3O9HrhwARRA3Be8/bYk2UzdOdWaDgsKK3/1LBFvvPEGKIpy+3fpkuNKAE94//33ERMTY/2rXbs2ACCj1H1eZmYmMjMzAQDp6enIKvUnkJaWhpycHGs6IiICNE0jJSUF+aWBqm/cuIHCQmJgc/36dZSUEPcoV69etSrYkpKSYDKZwDAMkpKSwDAMTCYTxowhq+JYlsX77xuQnQ2UlJTg+nXy7p2enW5VoDSObYyUlBQAQG5uLlJTUwEAOTk5SEsjQXmzsrKQnp5epkx5eXmoXr060tLSkJubCwCiyZSURPyaGwwGXL1KDDv4MhUWFuLGjRsAgPz8fMEyWcYBi6I9NTVVszLdvXsXISEhoGnapu9pUaasrCxUr14dd+/edXo/aUkmmqYRHRoNs9mMPH2ey2eE2DIVFZkwbVoBjEagUyczmjQRLlNOTg5omgZN0x499/gy3brlW5wZCxTrL29dEpGXl4eYmBjk5uYi+v/ZO+/wKKrvD7+76SEdkpBACAmEpiLSQaWJgCgKFrAiomD92SsWvjZQ7F1BEVRQUUFRUEFBQUSKgHQIaUAgvffszvz+uGSTTd1Ntu99n2efnZmdcj/n3il75t5z2hI1uLV89RW8+qqYnj1bfNwAVVUZ98U48svzAVg5bSVdgrvYuVT2JSMDnnsOtm8X8wMGwNy5IgSx26CqMGhQ7fz27WAHx0R5dTkXfirCaay/aT2hfk17WPV6eOAB+Ptv0QH+449FMjeJe2L3e4oTUWOr/Px8qqqq6NChg3UdkSNGQFm9zLHvvgtDHasnZc3wKqvbw0kw1R6pBalcveLqBsuXX7WcHu17WLOINqW17WN90nqe+P0Jw/yj5z/K1LOmNrOF41NcWczopaPR6XR4nglzFBsSy3dTrTNs36F59ln48UdUQKfT4bFzJ1oLh35SVZVBi2qf0TbcvIEgH8ve59z1HpqdnU1ubm6z68THx+Pt7W2YX7JkCffff7/BgdAUlZWVBucmCBvHxMSQn59PSEiIoQeYVqttclqn05Gbm0t4eDiAwVGsKIphWq/Xo9Vqm5yGM0Oh60ynpXkwdWqNq0LD9u0qqqrg4eHB3oy9zFwtsoJd0fMKnrzwSbRaraEXXXPlbW5aUUQG9rCwMDw8PBroaKsmDw8PQ0+9xqZryt7UtDmaQDjXO3TogKenZ5M6nEFT/TZWdx1n01S3jdU4Aeuv4yyaAJbtXMabu99keMxw3prwVpO6Lanprbfgiy8gOFjDl1+qtG/fdk06nY6cnBwi6mTfbqkua8peUFBAaGhoq+9N8mneDBRFITk5uc3dk81i2rTa6YULodj2sTpqsKX+I7lHDA7ZTkGdHMIha5f6r0PHjmLI++OPi7wM//4L114Lq1bZpjOXvfUDxmlYn3vOpg7Zuvr9vPyIDhTe8JZ6y772mnDI+vqKOMHO6pB1iPq3E+6s3a2YP7/hsmeeabhM4pRklGQ0urwmHI27c3E34+H8C7YssEvSDkvy1IaG8UzfvaRhwi+XR6eDH380zFZecYVVnp+W7FliNG9ph6w7Ex4eTq9evZr91HXImoOPjw9BQUFGH8DgBKlxGrU0XdMruqnpGgdnU9MajabBdHw8XHqpBs6kplu0SCwHSC5INmiICY4xlEWj0ZhddltqqiljU9ON6ZCaGpbXVTS5Qj0FeQeh0Wgoqiqyiabt2zV88YW4LjzzDEREOEY9tQXplDUDjUZDRESEwfg2Oqh4DVDDFfaLzWRL/WuOrjFMX9nLMbLj2qX+G5QBrr5adKDu10906nrxRbjvPjgzysiKx7az/ooKzgSOEUy0bUiL+vrjQ+MBSMprOq7s11/DihWi3p5/Hnr3tklRrYLd69+OuLN2R0Cr1RIREdHmB54WGTas4bK8PNi507rHNROb2cNJMNUejTlluwR3wUNrmxA4tqIt7WPtDWuN5kctGWWhUtmebSe3seXEFgBDL9kZ/WYQFRhlz2LZh48+MkxqgICnnrLK9eO9He8Zpr+/9nuL719iGsePH2fPnj0cP34cvV7Pnj172LNnDyUl1nvJYs370ty5tdOLFsGpU2I6Ob/WKds1pKvFjudK91ipxTFxNS2xHUV88qLKIqsfLz+/9ppw9dUwcqTl9m3PenH+lmBDNBoNAQEBtv9j3qsX9O8vpouK4Pffm1/fSthKv07R8eX+Lw3z9Xtv2Au71X8jdO4s/JMPPADe3qIn5rRpsHat9XrN2l3/tdfWTq9Y0fR6VqK+/hqnbN2Hwrps3y56yYKIJzt6tE2KaTXsXv92xJ21OwKKonD69Gnr91TWasVFtT5z5jhUbFmb2cNJMNUeWaUN31x2D+turWLZjba0j4h2EUw7a5rRspWHVlqqaDajsKKQu9febZivSXw2e4B7hAAzQqeDTz81zKpjxnDaCtml67eTzkGdLbp/iek888wznHfeecydO5eSkhLOO+88zjvvPHZa8QWjNe9LWq1RR28uv1zcko/lHTMsiwuJs9jxXOkeK7U4Jq6mpaJQxIG1tlNWVUUnp5wciIuD+++37P7tWS/SKWsGer2eY8eOGTK62ZR36wy3euyxhnHvbICt9P9z8h/DdK8OvQzDxO2NXeu/EbRauOEGWLYM+vQRkS2eeQYefVR07rI0dtW/ezfUBNDu0QPi421ehPr6E8ISABFqoz5ZWfDkkyIZ26RJcNNNNi2qVXC09m9L3Fm7o+Dl5WWbA02Z0nBZXh5s2WKb45uIzezhJJhij9Kq0gbLHCE0kjVoS/t4aPhDRvPzNs8jr9wKDxVWQlVV7lxzp9EyjUbD+xPfx9ujdcO7nZrXXzeaVZ95xirXj3mb5xmmv536rcX3LzGdJUuWGGIm1v2MGjXKqse15n0pKgruuqt2/qGHYHv6dsN8p6BOFj2eK91jpRbHxJW0hPiHACKOuzXTVX31FWzaBF5eYqSwr6/lj2GvepFOWTPQarV06tTJPl3Nvb3h7bdr56dPt3kRbKW/buiCiQm2HaLeHHat/2aIixOdIO66Czw9YeNGmDoVNmyw7HHspl9RYNas2vklS2x7/DPU1987XMQiOJJ7BL1S66zT6UTc3/x84T9+/HERvsDZcdT2bwvcWbsjoNVqbZfUyt8frr++4fIHHxTXIgfApvZwAky1R2l1Q6eso7z0tSRtbR9ajZavr/7aaNm4z8dZ9Y+WJVl5aCVHc48aLRufMJ7BnQfbqUR2pLLSeGRR//5oAwIsfv14Y+sbRvOWHEoucQ5scV+aObN2euPfRZxJ2E5Euwg8tZZLWudK91ipxTFxNS1xUaKnuqIqlFVbp+Pg3r3w5pti+v77xX9sS2PPenH+lmBDNBoNfn5+9hvCOnx4bZag1FRYt86mh7eF/uLKYtYnrzfMXxzvGKELwAHqvxk8PMTDymefQUICFBSIHrNPPimmLYHd9D9Up9fOvHniBYUdqK+/S3AX/L38qdRVklqQaljvnXfEjSMgABYsAB8fuxTX4jhy+7c27qzdEVAUhfT0dNsNJ6r7z6+2EPDbb7Y5fgvY3B4Ojqn2KK8ub7As1DfUWsWyG5ZoH93CujH1rKlGy+b+MbeJtR2HxNxE5v/VMGHfrB6z3PN8mVuvzl5/3eLXD0VVWLZvmWH+9+n2CbEmsS+2ui9t2iS+K/2TOX5c3JrPjjjbosdwpXus1OKYuJqWnMwcw0gUa4QwyMsTnZz0erj4YtH5zBrYs16kU9YM9Ho9R48ete8Q1uXLa6fnzLHOOPUmsIX+ug7Z4THDCW8XbrVjmYtD1H8L9OghHLMzZ4rwBr/+CtdcYxlfgl30798PmzeLaa0Wxo2z3bHrUV+/VqOlZ/ueABzMPgiIOLLLzvw3efZZEfvXVXCG9m8t3Fm7o+Dn52e7g4WEwGWXNVw+Zw5UVdmuHM1gU3s4AabYo7GEXsG+wdYojt2xRPt4ZPgjRvNrE9cahZdyNIori7nuu+saLH97wtuEBYbZoUR2pqTE+OFvxAjxthjLXj8GLzLugeyq55SkZWxxX/L3FxH9Kv1FPocjR6zTM9uV7rFSi2PialoCfQIByztlFQWeekqEBuzaFZ5+2rojUO1VL07jlM3Ly+OGG24gKCiIkJAQbr311hazSI4aNQqNRmP0ueOOO1pdBq1WS2xsrH27mvv6itSTNYwbZ7MEJLbQ/+3B2jhUk3pMstpxWoND1L8JeHmJUAZLlkC3bmIY/eOPtz3WrM31V1fDjBm18xs32ua4TdCY/poQBodyDlFcDP/7n1hu6WyQjoCztH9r4M7aa7DnPVir1RIWFmZb+9cNXleXZcsaX25D7GIPB8ZUe3hoGjplA70DrVUsu2Gp9qHRaPjlxl+Mlt2z9h7yy/PbtF9roKhKgziyAFf0vILhXYa75/lSvyvRPBHz1ZLXj5yyHKP57bO2N7GmxNWx5X1p6FCIObc2ydeu3y2X5Atc6x4rtTgmrqgl2Ee8kLO0U/bDD0WnJz8/MQLV39+iuzfCnvXiNC3hhhtu4MCBA6xfv56ffvqJTZs2MXt2y1lUZ82axenTpw2fBQsWtLoMGo0GHx8f+w9hPe884x6Dr7xik8NaW//B7INGccBGdnUsr5bD1L+J9OkDX3whwrF6eIgYs1dfDWvXts6Pb3P9V11VO/3yy9CunW2O2wSN6e/VoRcAh3MOs2CBeIsXEwP33WevUloPZ2v/lsSdtddgz3uwoiicOHHCtsOJIiJgwoSGy997T6R9tSN2sYcDY6o9vDwaJm+wZBxCR8GS7aODfwfmXTTPaNnFn1+MTtG1ed+W5KOdH3E453CD5Y9d8Jh7ni/JyeKBpIZrrzVkRLGkPSZ8UXuNvHfIvWg1TvO3UmJhbH2eJQytdcr+80sc+/dbbt+udM2QWhwTV9RS85Lbkk7ZTZtg8WIx/dRT1s/zbc96cYq756FDh/jll1/4+OOPGTJkCBdccAHvvPMOX331FadOnWp2W39/fzp27Gj4BAUFtbocer2ew4cPO8YQ1hdeqJ1esQL+/dfqh7S2/lWHVhmmr+5ztcNlyXWo+jcRLy+4/Xb4/HPo2ROKiuCZZ0TOmrrP66ZgU/0rV0LNuR0fDxddZP1jtkBj+s8KPwuA7cmHWfNLFVotPPeceJvnajhj+7cU7qwd7H8P1mg0BAYG2t4pfu+9jS9/443Gl9sIu9nDQTHVHjW9OOrSWEgDZ8fS7WNct3Fc0OUCo2UTl010mMRf65PW88nuTxos/+aab/D28HbP86V+L9k6b4otZY/pq4wTDk8/1/YJiCWOgy3PM0VV2H16lyHRj3dZLDNmQJmF8gu50jVDanFMXFFLmJ8IE5RfYZnRNMnJwhEL4pY2frxFdtss9qwXp3DKbt26lZCQEAYOHGhYNnbsWLRaLdu2bWt222XLltGhQwfOPvtsnnjiCcpauGJXVlZSVFRk9AHhOddqtcTF1Q6RUBTF4EmvP13zsNrUtF6vb3ZaVdUG00DttFaLunYtNY/E6u23o5zpvaOqqqEsdaebK68p0xqNhm7duhn2a0lNReVFrDpc65Sd1GNSkzosqcmcelJVlfj4eLRaren11Mi0PTR1766wZInKXXeBp6fK5s0qU6fC99/rURTT6kmj0dC1a1e0Wq11NR0/jjpvnqFtK8uWWf98MqGetFot8XVe0SmKQufAzgR6B3PydBUVAYe44QY46yzLtz1raTKnngDD+e8qmkytp5prf81N2hKanAlb3YObuv+qqkpISIjJ9WqxdhgejnrNNbX32TMffv0V9cABu13XAYM9nP3cskQ9AQQHBxuVsTFNIb4h1KdmP46mqS31pNFoCA4ONjp+WzW9Pv51I7vllecZEmrZs+3tz9rPE78/0aBe546cS2xwrMEeQUFBLdaNK9yrAJRffjG+Zj36KHh5Gcpb86ezhtZoyinLMcTSB9gyc4tNrxESx0Oj0RASEmITZ8apYvEy2MMD+naLQKuInhAjRlgmop8ttVgbqcUxcUUtoX4icWpeeV6b91lQAA88IF60DBggOpPZAnvWi1M4ZTMyMoiIiDBa5unpSVhYGBkZGU1ud/311/PFF1+wceNGnnjiCT7//HNuvPHGZo81f/58goODDZ+YmBgAss50K8zLyyPnjPMzMzOTvDNBOk+fPk3BmTT36enpFBYWAnDixAmKi4sBSE1NpbS0FICUlBQqKioASEpKoupM8pDExER0Oh2KopCYmIiiKOh0OhITEwGoqqoiKSkJgIrAQNLPtFJFUagePRp0OoqLizlx4gQAhYWFpKenA1BQUMDp06cNOjIzMwHIyckxWZNWq7WKps/+/sygo4NnB/qE96G0tJTU1FQAq2oytZ6Sk5PR6XTm11NFBSkpKQB21VRZWcrMmTBvXhq9eukpKYGnnqrmrrsUTp82TVNaWpp1NWVkwJVXUl1djV6ng+++Iz0jwzbnkwmaSkpKjDRlZGSgzexHVZWKJmons2ZZp+1ZU5M59aTVasnKynIpTabW06lTpyyiqUaHM2Gre3BT99/MzEzS0tLIysqy/bl1222GdVVVpfLMtHLffaQcE8MnbX1dLyoqIi0tjZSUFJc4t9paTzqdjpSUFI4ePdqspgBtAJWVlYBwRFVVVVFWXeaQmtpST4qicPjwYUOdWeTZT6NlyeglBudcZWUl3x74lp+O/mS3trf72G5mfD8DnU5HdXU1ADqdjpHRI5nUc5JBk6Io7N2716DPUeqpMU1tbntVVVQ/+ijKmXqqqqyk9JJLjDQpisK///5r0NcaTRO+mICiKFRWVjL93OlUllXa7BpR8xwqcSwURSEtLc0mTvMjOUcM08MTenOmiQPw2GNt378ttVgbqcUxcUUtNS++2xp3XqcT53F6OkRHiwiGnjaKNGXPetGoqiXeKbWOxx9/nJdffrnZdQ4dOsTKlStZunQpR44cMfotIiKCZ599ljvvbBjcvzE2bNjARRddxLFjxww9vupTWVlpeGgHKCoqIiYmhvz8fAIDAzl69Cjdu3fHy8vLUGFarbbBdE1Sk6am9Xo9Wq22yWmo7Z1bM+3h4WF4A200/eKLqKtXA6Dp0wd16VJD766aN96NldHcaUVRDLbz9PS0qKYbvruBo3niD9W9g+9ler/pRmVvarqtmsypp5oH0x5nxsuYXU9nph1BE2j58ksN772nUl0N/v4a7rlHz1VXadFqG9ek0+k4evQoPXv2NBzLopr0ejRDh6JRVdG7Y84ctFdeafvzqQlNqqo2OP9TU2Hcw8s5HfsmE8+6kG9ue8Mqbc9amsypJ71eT1JSEt26dcPDw8MlNJlaT4qicPToURISEvD09GyTpoKCAsLCwigsLGxTOB1L4Gj34Kbuv3l5eXh4eNCuXTs0Go3Nzy114UK0ixYZep9pONMD7f770d54o82v6yBeELVr165ZHc5wblminjQaDcXFxbRr1w5PT88mNR3KPsRNq24yanMfXvYhA6IGOJymttSTRqOhqKiIgIAAPDw8LKopKT+J6767zsiGb41/i+Fdhtu07WWXZHPJ8kuoT4hvCGuuW4OPl49Bh0ajobCwkMDAQIM9HKGerHI+/d//of7zj9ANKEuWoDnrrAZlr7n/aLVaszUNWjTIyOY7Z++06TWioKCA0NBQh7iHuipFRUUEBwebZWNVVSkuLrbJ0N/3d7zP4t2LAZjVfxazB9zOoDrNct4849Qr5mJLLdZGanFMXFHLz8d/5pW/X+GiuIt4+eLm/1s0x/z58N13IqHXkiXWjyNbl7bUS2uum3Wxa4aDhx56iBl1s6s3Qnx8PB07djT0VK1Bp9ORl5dHx44dTT7ekCFDAJp1yvr4+ODj49NguVarRavV0qNHD8MDS813a6Y9PDxaNa3RaBpOP/00mjVrQK+HgwfRvP8+mrvvNqxT06jaUt6aB9KEhATDtKU0Hcg+YHDIAlzR64oGZW9quq2aWpquW14vLy9D/dc9UU2uJwfTdOONMGKEhuefh927YcECD377DZ5+GmJiGmry8PAwOGStounJJw3jjjT9+6O58kqzNZk7bU49qara4Px//33wye9HwFmQ6/UfiqpYpe1ZS1P96bac/86oydTp5q79rdXkCDjaPbip+6+Hh0eDBxxbnlua6dNh0SLqPp5pAM2bb8LYsWg6drT5db2+PZz13Gpu2hwdwcG18WKb0tQ1pCv1KagocFhNdafNrae69rCkjoT2Cbw+/nUe/LV2LOF9v97H0slLOSviLJu0vaLKIiZ9NYnGWH7Vcny8fBqUPSQkxCytTnk+JSfDP//UXqeCgtCefXaj5a1rD3M0vfTXS9Rlx6wd1tXUwrTEcdBoNDZzktdN6pfQPgGNBrZsgfPPF8vmzIFzzoGoqNbt35ZarI3U4pi4opaa8AVtiSn7zTfCIavRiPRJtnTIgn3rxa5O2fDwcMLDw1tcb9iwYRQUFPDvv/8yYMAAQPS4URTF8CfPFPbs2QNAVGuv0hi/RXYYNBr44w+48EIx/+mn0KMHXHyxxQ9lDf1f7f/KMD0xYSLBvg2TcTgKDln/baBLF/joI/j2W3jnHdi1SyTpveMOuP56Ea+pLlbTv2wZ/PZb7fxHH1n+GM2gqAoFFQWUVJUYPqVVpVTpq1BUBRXRU0Sv6Gnn3Y523u04merPLzv88FY60DnKm6LKIlILUokPtfEdxIa4Wvs3B1fU7iz3YEVRSE5ONsS0tjl+fvDsszB3bsPf/vc/+OADcR+2EaKXfqr97OFgmGoPP6+GGRhPF5+2ZtHsgrXbx4jYEdwz+B7e3f6uYdnN39/Mt1O/bdTxbUnKq8u57rvr0Cm6Br8tu3IZEe0iGix3i/NFURom9/r22yZWbZ09juYe5btD3xnmV05b6fQ9vCSWw5bn2YHsA4bpHu3F6EUfH5H3uuY0mDQJ/vmndcOeXemaIbU4Jq6oJcQnBGi9U3brVnjlFTF9990iRrStsWe92NUpayq9e/dmwoQJzJo1iw8//JDq6mruuecerr32WqKjowERe+iiiy7is88+Y/DgwSQlJbF8+XImTpxI+/bt2bt3Lw888AAjRoygb9++rSqHoigkJSWRkJDgUL2dAPGnce1amDhRzD/xBHTuDL17W+wQ1tCfXZrNL8d+Mcxf3edqi+zXGjh0/bcBrVY8xFxwgXgrtX07vPUW/PqryHrYq5dYz2r6t20zzma+ebPFHRzV+mpOFZ/ieOFxjhce52TRSbJKs8guyya7LJvcslwUteX4MRUVFfj6+gKQlgZl/SEkBKLOXEmnfjOViQkTiQ+NJz40nu5h3YkKiHKJPy6u2v5NwZ21g/3vwRqNhoiICPueR5dcAq+9BmeSjxnYuRN+/x3GjrVZURzCHg6EOfboHd6bQ9mHDPMpBSnWLJpdsEX7mNFvBodzDvNbcu3L1KtXXM3KaSvpEtzFKses0lcx+6fZZJZkNvjtzQlv0rNDz0a3c4vzZdEi4/mZMyEsrNFVW2OPSl0l1393vWF+Sq8pVqtniXNiq/MspyyHwgoRa1ir0RIdGG34LT5e/P2dL3IQMnSouEWbiytdM6QWx8QVtahVYrRraxJ9HT0q4sgqinBl3XyzpUtpGvasF7vGlDWHvLw87rnnHn788Ue0Wi1XXXUVb7/9NgEBAYAI0B8XF8fGjRsZNWoUJ06c4MYbb2T//v2UlpYSExPDlClTeOqpp8zqltzW+BA2Z98+uOWW2vmffgIzhpfamg93fsjHuz4GxBCU5Vcud4kLlLOiqvDjj/Dmm8L3oNWKMAezZ8MZX6RlSUyE6+rEp1u7FiIa9nQxFVVVySjJ4GjuUY7kHuFIzhGSC5JJL0o3yenq7+VPgHeA4ePt4Y1WozV8VFWlQlfB8Ywytu8qQ/UqJa5PAR4eTe+7vX97+kX249yO5zK081DiQuJkG3djnO6ecgZ73IMdzlYHD8L06Y3/9uuv0L69bcsjMZuVh1Yyb/M8w3w773b8OeNPO5bIeVFVlZmrZ7Ivc5/R8hXXrLD4iJHy6nJuXX0rR3OPNvjt0fMfZepZUxvZyk3IzIRLLzVetn27eICzAE3FkbUXDndfcEEc2cZbjm/hvl/uA6BvZF8WX7G4wTr33CN6yQKMGgWvvmrDAkokbkp+eT4Xfy5GaW+7bRseWtM6sWRkwIwZkJMDAweKkbteXlYsqJVo63XTaZyy9qKugQMDA6mqqsLb29uxnSo//SSGVNawbl2Tb8zNQVVVi+qv0ldx6fJLDVn6nrjgCa7qc1Wb92stLK3fkcnLEw8x69aJ+U6dYM4clX79LKj/5EmYPLl2/tNPRRAoMyiqLGJf5j7+y/yPfZn7OJJ7hKLKokbX9fX0pUtwF8Mnsl0k4e3C6eDfgXD/cNr7t0erafpPTN36v/tuDdu3i1APDzyoZ+vJrdz/y/2ASDpwvPA4KQUpJOcnNxhmGR0YzcjYkYyNH0vfyL5O05bcqf3Xx5LaHfnPjqNRY6u8vDxyc3OJi4uzf0/lOXNqL4x1GTpUPEna4NzQ6/WkpKQ4hj0cAHPscbLoJJO/mmy0bMesHS51TbNl+1BVlWnfTiM5P9lo+bIrlzXZc9VcyqrLmL5qOqkFqQ1+u+7s63ho+EPNbu/S54uiwODBxsu+/BISEprcxBx7OJpDFuQ91Ba0xsa2Os8W717M+zveB+Cq3lfxxIVPNFhHVTFK/PXYY3DNNaYfw5WuGVKLY+KKWmK7xjL80+GoqsqvN/5Ke/+WOyoUF8Ott4qQ6PHx8MknEBhog0I3QVvqxakTfTkbiqKQlpZmyD7usFx2GZw6BQsXivlx42DDBmjjw4ul9a9PWm9wyHp7eHNJQsNMuo6E09S/BQgLE9lLL7lEDANKTxfxXYYNK+HZZ0MIC2uj/uxsY4fsggUmOWRPFZ9i56md7M3cy3+Z/5GS33DoqYfWg26h3ejRvgc92/ckoX0CscGxdPDv0KY/3jX1X1XVje3bPdBq4YYbxPGGxwwnzC+MvPI8BnUaxO0DbwfEi4eD2QfZk7GHXad3sfPUTk4Vn+LL/V/y5f4v6RLchct7Xs6kHpNMunnZE3dq//VxZ+2OgFarpVOnTo4Rd+vhhxt3yv7zjxhmcPnlVi+CQ9nDATDHHp2DOjdYll6c3uhyZ8WW7UOj0fDV1V9x2fLLyCqtTQZ4w8ob+Pjyj+nXsV+b9l9cWcwNK2/gVPGpBr9dmnApDw57sJGtjHHp8+Wdd4znzz+/WYcsmGcPR3PIShwXW51ndcPP1MSTrY9GA3//DcOHi/mXXxah2Ezt9+FK1wypxTFxRS2eHp6E+IaQX55PfkV+i/9rq6vhkUeEQzY8HN5+274OWbBvvciesi3g1G9k588XKexq2LQJ/P3tV546qKrKTatuMmTQbOptp8T+lJXBu++KjIiqCqGh4iJ68cWt7BSWlydeFNTwzDNNOjIKKwrZeWon29K3sT19OyeLTjZYp0twF86NPJe+kX3pE96HuNA4vD28W1Ew03jiCVi/XsS8ee652uVPb3ian4/9zC39buHuwXc3um15dTnb0rexMWUjG1I3UF5dDoiXEpN6TOKmc29yKeeApCFOfU+xMQ5rqx9+gOefb/y3H39sfcpniU14YdMLfH/4e8P8kxc+yZTeU+xXIBdAURWu+OqKBonTnhv9HBMTJrZqn9ml2Uz7dlqjo1/GxI3hpbEvNTu6xeVJTYWr6+Vh+Ptv8G77809jPWS3z9ruEPZ22PuCC+HINp64bKLhBdDiKxbTN7LpGPVZWbWpVsBiA0clEkkTTP1mKsn5ybx/6fsM7jS4yfVUVeTOXbtWuKY+/ljkqHdm2nrdtP/d1YlQVZXy8nKcxo/9xBPGqetGjBAetlZiSf17M/caHLIA086e1uZ9Whunq38L4e8Pjz4KH3+sEhurIz9fZc4cuP9+EQfGLLKyjB2yDzxg5JDVK3r2ZOzh3e3vctOqmxj7+Vge++0xVh5aycmik2g1WvpG9uXmc2/m9fGvs/6m9ayctpK5o+YypfcUenboaTWHrKqqpKeXs2GDqP+bbjL+fVjMMAC2nNjS5D78vPwY1XUUz45+ll9v/JVnRj7D2RFnU6Wv4rtD33Hl11cyb/O8VgVJtzbu2v7BvbU7Anq9nqNHj6LX6+1dFMHll0PXro3/9tBDYOVyOpw97Iy59rj5XOMMEp/s/sQaxbIb9mgfWo2W1deu5tzIc42WP7PxGcNQY3NIzk/mkmWXNOqQHdp5KPMvmm+yg9Alz5fq6oYO2U8/Nckh25I9FFVp4JD9+9a/HcIhK3FcbHGeZZVmGfXI7x7Wvdn1IyLgww9r58eNA52u6fVrcKVrhtTimLiqlvZ+ondsTllOs9u8+65wyGq1oie7ozhk7Vkv8g5rBoqikJ6ejqK0nDDIYXjtNejXr3Z+xAgRwKMVWFL/l/u/NEwP7jTY4kkhrIFT1r8FOftshRdeSGX2bBUvL9iyRcRo+uorEdasRdLTjV9Z33UX3HADJVUlrE9azzMbn+Hizy/mttW3sWTPEg5lH0JVVeJD47nu7Ot4Y/wbbLx5I4uvWMz/Dfk/RsSOINQv1Gp666MoCsuWFaHXiyFQ9UcInh9zPlqNlqO5R0kvSm9xf/5e/lze83I+veJTFk1axPCY4SiqwspDK5n81WS+2PuFScnJbIU7t3931u4IaLVaYmNjHWeYl0YDr7/e+G9Hj9aGDrISDmcPO2OuPWKCY4zmM0oyqNZXW6NodsFe7UOj0fDx5R8zrts4o+WLdy/mlh9uQa+Y9ifn31P/MvWbxhN3DYgawOvjXzc5gQi46Ply553G82PGmDw2uzl76BQdgxcZ9276c8afVh19JHENbHGeHcg6YJiOC43D36vl0Z8DB8K999bODx0qeuk1hytdM6QWx8RVtYS3Cwead8p+9hksXSqmn3oKhg2zRSlNw5714vwtwYZ4eHjQvXt354opqNHAokXQv3/tstGjobDQ7F1ZSv/p4tP8lvybYf66s69r0/5shVPWvwXx8PCgd+/uzJ6tZfly4esvLxcJwWbOhGPHmtn46FG44grD7On/m8HyQb7cteYuLvrsIp74/QnWJq6lqLKIIJ8gJnSfwHOjn+PnG35mxTUreGj4Q1wYeyHtvNtZXWdTaLUebN0aCWiY0shI12DfYAZGDwRgQ8oGk/er0Wg4L+o83r7kbRZNWkTv8N6UVZfx5j9vctvq2zheeNxCCtqGO7d/d9buCGg0Gnx8fBwrGVOXLiLQdmN88onIfm4lHNIedqQ19nhu9HNG85uPb7Z0seyGPduHRqNh3kXzmNV/ltHyfZn7GPLxEEMegaZYc3QNt/90e6O/je46mvcufc9sB6HLnS/r1sGePcbL5s0zefOm7FFUWcTQj4caLdt0yya7PndJnAdbnGcHsmudsr079DZ5u+nTYeTI2vn6nczr40rXDKnFMXFVLeH+wilbt0d7XX74QcSOBfGyxAZpGMzCnvUinbJmoKoqJSUlzjeEVaOBjz4yfhVx0UWQ03zX8vpYSv83B78xTMcEx3B+l/PbtD9b4bT1byHq6o+LE53BnnhChDfYv18kvXr/faisrLfh33/D9ddzyqeKzzrnMn16IJMql/D61tfZnr4dvaInNiSWm/rexMJJC1l/03peGPMCExMmGt64OQL79qmkpenx91cZO7bxdUZ3HQ3AxtSNrTrGeVHnsXTyUp4a8RT+Xv7szdzL9d9dz7qkRhIL2Rh3bv/urN0R0Ov1HD582PGGed10kxgf2Rh33WX2PdZUHNYedqI19pjQfYLR/KPrH7V0seyGI7SP2wfezoKLFzRYfvHnF7Mvc1+D5TpFx4ItC5j7x9xG93d5z8t5+eKX8dSan5/YEexhMTIzYc4c42VffQWeptulMXvsz9rPmKVjjNbbMnOLST0RJRKwzXm2P2u/YdocpyyIgaM1aVXS0kQ6i6ZwpWuG1OKYuKqWmv/t2aXZDdbbsAFefFFM33yzeFniaNizXqRT1gxUVSUrK8s5/5hrNOLVxOjRtcsmTBAp70zEEvrLqsv47lBt8rFrz7rWaeJUOXX9W4D6+rVauOoq+PZb8QZar4fFi2HatNpOYieXvsOSBddz03kpXD44ibcv9OagbzFajZb+Uf15YOgDrJy2ku+mfsd9Q++jf1R/s4Yl2pING1Sqq3VccEHT+fJGdR0FiJjJjd2QTEGr0TK512S+vvprBkYPpEJXwZzf5/D+jvftGs7Andu/O2t3BLRaLd26dXO8YV6envDee03//uijJsZ2MQ+HtYedaI09tBotDwx9wGhZUz07nA1HaR9j4saw/KrlDZbf8sMtvL71dcP9LK88j+mrprPiwIpG93P9Odfz9IinW/2s6Cj2aDM6HVx6qfGy2bOhe/NxNetT3x5vbH2DGd/PMFpn223b8PH0aUtpJW6Gtc8zRVU4mH3QMN8nvI/Z+/jzz9rptWtrh1DXx2WuGUgtjoqraoloJzoqZJcZ/wfevh2efFI8Ek+ZAvfcY4+Stow968X5W4IN0Wq1xMfHO+8JpNHAK6/A1DqxuqZONXmYpSX0rzm6htKqUkDE1JzUc1Kr92VrnL7+20hT+iMiRAiDBQsgPBxSsk8zdd6nnH3HWC7b/STvxmVzKKACbVwcg3qO4YkLnuCXG39h4aSF3ND3BroEd7GTItNRVdiwQYuPjw9jxzY9pCG8XbghE+z65PVtOmZUYBTvX/o+088VrxIX717MvM3z7OaYdef2787aHQWHtX1cnHC+Nsbevc07bduAw9rDTrTGHtefc73R/F1r7rJUceyOo7SPHu178Pv03xssX75vOYMXDWZjykbGfT6Oo7lHG93+4eEP8+CwB9s8lNBR7NEmZs40nvf2hlmzGl+3BbRaLYqqMHDhQJbtW2b0245ZOxz25bjEsbHmeZZakEpZdW2y6h7tzc8MpNGIwXs1vPOO6L3XGC5xzTiD1OKYuKKWxsIXHDggcuBWV4uB2k88Ic5FR8Ve9eI6rcEGqKpKUVGR8/eWevRRePjh2vm77oLvvmt6/TO0Vb+iKkYJvib3muxUQ6Ncpv5bSXP6i6uKKIhaScdZs8gdfxnZUa+RoskguSKG8MwEHr/mHX6ZtYkPLvuAq/pcRZhfmB0UtJ7ERDh1SsXTU8fQoc3X/yXdLwHgp6M/tfm4Wo2We4fcyzMjn0Gr0fL94e95/s/n7dIG3bn9u7N2R0BRFBITEx030drVVzedZGfpUhED0oI4vD1sTGvtodFoeHPCm4b51IJUiiqLLFw62+No7SPYN5jts7YzJm5Mg98eWf9Ik9u9Pv51rj372jYf39Hs0SqWLoWDB42XrVvXqn+2iqKwZe8Whnw8xGh597Du7Jy90yViHEpsj7XPs7qhC7qFdcPPy69V+/H2ht9q05rw6KPi/WldXOKacQapxTFxVS11E30pqkJyMvzf/4kcNEOGwPPPi5G2joo968WBzeJ4qKpKfn6+a/wxv/Za4+zR8+eLVxfNNMK26t96YqtR0qJpZ01r1X7shUvVfyuor79KX8WGlA08su4Rxn8xnnmb57Hv9Hai8g9zWWk5/XdOIX7FJ2Qf3sWvn86k4LRzOWLrUtOZvHfvMnx9m6//8d3H4+XhxdHco032/jGXy3tezgtjXkCr0fLj0R/5cOeHFtmvObhz+3dn7Y6AVqslISHBcXsVaLViqEBTzJkjkh1a7HAObg8b0xZ7XNDlAqP5+nE1nRFHbB9ajZYFFy/gpbEvmbT+51M+Z0TsCMsc2wHtYRZ79ogufXVZsgQCAlq1u1e3vsqDOx40Wvbc6Of46uqvWlc+iQTrn2cHslqX5KsxQkJE6LUaZs6E43Vy6jr9NaMOUotj4qpaOvh3QKPRoFN07D9WwF13QVERnH22GKztbV6eTptjz3px/pZgQ7RaLbGxsS5xAgEwYgQsqzNsaf16GD4cSksbXb2t+pfvq40tNiJ2BJ2COrVqP/bC5erfTLRaLTFdYtiTuYcXNr3AuM/H8ej6R9mYupFqfTUJlQHcu76INdu68/XBUP7ofZJH3hqMr7+W3bvh+uubSATmBOzcCaDhoouCWqz/IJ8gLuxyIWCZ3rI1jOs2jqdGPAXAJ7s/sXnyL3du/+6s3VFw+N4E4eHGLzrrM2MG5Defed4cHN4eNqYt9th0yyaj+bo9spwVR2wfqqpSXl3e4nprb1hL7/C2OV3q44j2MInsbLjtNuNlM2eKf7hmkleex8CFA/nm4DdGLxjX37SeiQkT21pSicSq59mB7FqnbGviydana1f4+OPa+SuvNM7N6bTXjEaQWhwTV9TiqfUk1DeUqmq457FscnKgWzd4662m87E4GvaqF/kP0wxUVaWgoMC1ekv17Gk8tFKnE1mbUlMbrNoW/cn5yWxL32aYt8SQNFvjkvVvIieLTvLe9veY8NkEZv84m+8Pf09JVQkR7SK4+Zwb+WpnV75cWsL0k+2JqPKChx7C47NPueEmLd98I/z/Ol3DRGDOgF4Pu3YBqPToYdoQ9st6XAbAz8d+pkpfZbGyXN7zcmb0mwHAi5tf5FTxKYvtuyXcuf27s3ZHQFEUkpKSHP8BdsQIuPHGxn+rqoIHHhDfbcRp7GEj2moPfy9/7h1yr2F+xvcznPpcd8T2kVGSwZ1r7uTZP59tcd2JyyYaJfRpK45oD5OoqIBLLjFeFh0Nd95p1m5UVWXO73MY9/k4w7LKM2/Hd8zaQahfaJuLKpFY8zyr1FWSmJdomG9rT9ka+vUzHuQyYQIUFzvxNaMRpBbHxJW1BGjCSUuDrJJs4uPhgw8gONjOhTQRe9aLdMqagaqqFBcXO/XDeqOEhcHWrZCQULvs6quNx3bQNv1f7quNJRsfGs+g6EGtLq69cNn6b4Ly6nLWHF3D7B9nM/mryXy651MyijMI8A5gcq/JfHTZR/x0wfv83/99QfddqbUbLl8O111nmI2Kgtdeq00EdvKkCGP89NOQl2d7XeaSnAxlZeINX2RkoUn1f37M+US0iyC/PJ/1SW1L+FWfOwfeSd/IvpRWlfLCphds1h7drf3XxZ21OwIeHh706tULDw8nSD5zzz0i+Vdj7N8Pzz7bbJggU3Aqe9gAS9ijJqFiDYMWOd8zSg2O1D4UVeHbg99y2fLL2Hlqp8nbTV81nSu/vpK88rY/JDiSPUxGUWBMI6E0vv3WrDiyu07vYtCiQQ1G1nw4+UMZP1ZiUax5nh3JPYJe0QMiFEprknw1xZgx8PjjtfOjR0N1tRNeM5rAKa9/TSC1OCZ1tZw+DXv+jkBXDSGdsvjgA+FmchbsWS/SKWsGWq2WmJgY1xzC6uUlnGmzZ9cue+klEXu2XAw3a63+gooCfkqsHcZ97dnXOuWDoEvX/xlUVWVf5j5e3PQi478Yz9w/5rLr9C40Gg3DY4bz2iWvse6mdTx14ZMM+GE72quurt04IAA2b4YeDR+WNBrx4PPtt6KnrEYDP/8sfP/ff99mH4VVSTzzcr5nTw2xsabVv4fWg2v6XAPAVwe+sqgzz0PrwXOjn8Pbw5vt6dvZfHyzxfbdHO7Q/pvCnbU7AqqqUllZ6RxOcU9PeO+9pn//9VfRbaANOJU9bICl7LFztrHTcODCgW3an71wlPaxL3MfV6+4mpf+ajqObAf/Dnx99dc8NOyhBr8dLzzOuM/H8eCvD7YpAZuj2MNkVFW83Knfq37tWpMD8mWWZDJw4UBm/zi7wW9bb93KoMhBzmMPiVNgzfOsbkiZ7mHd8fH0sej+r74abr+9dv6CC1RKSpzomtEMTnf9awapxTGp0ZKRoXLHHVCVG4W3N0y+6TTt29u7dOZhz3qR/zDNQFEU8vLyXKKreaNoNMIpu3Rp7bJjx+DCC+Ho0VbrX3loJdX6agACfQIN2emdDVeu/7zyPD7/73OmfjuVW364hVWHV1FWXUanoE7cNegufrruJ94c/yYDQgfgmZ0HgwbBJ5/U7uDBB+GPP8Cv+Wyo7drBI4+IJtazpwj+/cILotklJ1tXY2s5ckR8d+9uXv1P6T0Fbw9vDmUfYl/WPouWqXNQZ2445wYA3tr2Fopq/Tbpyu2/JdxZuyOgKAppaWnOY/+IiIaJeery6aewcmWrd+909rAylrTHhps3GM3fsPKGNu/T1ti7feSV5/Hcn89xyw+3GCV3rc91Z1/H6utW0y2sG9edcx2/Tf+N7mHdG6y3KW0TY5aO4dk/nqWkqsTs8tjbHmbzzjsNYzwtXCiuKy2QX57PwIUDuXT5pQ1+e//S99k5eydatM5lD4lTYM3zrK5TtleHXhbfP8CsWTB1au380KEq1dXOf4443fWvGaQWx0RRFHbtOskdd0B6OkT6RxEbC8Wq7ULsWQp71ot0yppJeXnLSQqcnrPOEg62ugFArr8eXnmF8iaSgDVFtb6aFQdWGOYn95yMn1fzjjtHxpXqX6fo+DP1Tx789UEmfDGBt7a9RUp+Cj6ePlyacCkLJy1k1bRVzDxvJpEBkaCqaN97D81llxnv6KefRPswgz594LPPRIhFX1+RXNhRE4EdOya+ExLMq/8Q3xDDC4ile5a2sLb5zOg3gwDvANIK0vj7xN8W339juFL7Nxd31m5vPDw86NGjh3MN8xo2DO69t+nf580TIwtagVPaw4pY0h5BPkG8Nu41w/yRnCNc+fWVTtWbxV7to7SqlI92fsS4z8ex+sjqZtd9+5K3eWj4Q3h71Pb8DPEN4aurv+Lrq79udJsfj/7IqCWjuHvN3WSVZplcLqc6X1avFg9HdXnwQejfv9nNcstyGbhwIBd/fnGD30Z3Hc2OWTsY3Gkw4GT2kDgN1mxXdZ2ylkjy1RSPPgrjxwNo8PX1ZfhwD4ceyWcKrnS+Sy2OSX6+B6+80o2TJzVER8MT93TC0xNOlTifU9ae9SKdsmag1Wrp1KmTewxhDQiA334zSiig/eYbOk2ZgjYtzeTd/Jb8GzllteksrznrGosW05a4Sv0n5yfz1j9vMXHZRB5a9xCb0jahqAp9I/vy1IinWHfjOp4d/Sz9o/qj1ZzReuwY2iFDCPnhBwyBJ66+WvTm6NixVeXw8IAbbsDhE4GdPi2+Y2PNr/+bzr0JjUbDn2l/ciTniEXL1c67HZN7TQYwevFhLVyl/bcGd9buCKiqSnl5uVM5xgC46SaY2ExW8wceqMkiaBZOaw8rYWl7jOw6kuvPqX3ReLzwOIMWDbJo0kZrYuv2UaWvYvm+5YxcMpJFuxY1u+6UXlP4Y8YfDI8Z3uQ63cK6sWPWDiPneF22pW9j4rKJXPTZRRzMPtiiTqc5XzZtgueeM142aVKzL733Z+1n4MKBjP9ifKO//znjT14Z94pRyDCnsYfEqbBWu8orzzNKamtNpyzAiy+K8AWip5zK4MGOHWKtJVzpfJdaHI+8PLjjDpXUVIWOHVU+/BDO6hIFYNNk1JbCnvUi/2GagaIo5OTkuERXc5PQaODWW2HVKgBUoFqnQ73mGnj1VZGWvhlUVeXL/bUJvkbGjiQ6MNqaJbYqzlz/pVWlrDq0ilt+uIWp30zl872fk1eeR5hfGNPPnc4313zD4isWM7nXZNp5t6vdsKwMpk+Ha6+trX8QvTkefxws4KSqSQT2yitidJ4jJQJTVcjIENMREebXf9eQroyLFxmPW/qz2hqu6HkFANvTt1NaZV4vdnNx5vbfVtxZuyOgKArp6enOZ3+NBp56CuLjm15n9mw4aF6meae1h5Wwhj0eHPYgI2JHGC0b/slwkvMdNM5OHWzVPip0FXy9/2su/PRCXt/6erPrtvNux4eXfciTI54kwDugxX1rNBpGdh3Jjlk7mH/R/EbXKawoZPqq6QxaNIiF/y6kuLK40fWc4nzZuVP0iK1Ljx7wzDMNVq3SV7F492IGLhzIjO9nNLq7NdevYefsncbPc2dwCntInA5rtasDWQcM055az0ZDnFia115T6NWr9nrizI5ZVzrfpRbHIj8f7rgDUlMhKKic999XiI6GTkGdADGCo1LnYMNfW8Ce9aJRnd1Fb2WKiooIDg6msLCQgIAAMjMziYyMdL8eU4qC8sor6JYvx8vLq7a35KJFcN55jW7yX8Z/3Lr6VsP8B5d+wKBOzpvRWFEUp6p/RVXYfXo3q4+s5reU3wwXRq1Gy4VdLuSKXlcwPGY4nlrPhhurKnz+Obz9du0ioPC66wi6/360VurWX1oqcuB8/bUoQlCQGAF8+eUW8f+aTX4+XHxmNOBffynk55tf/yn5KUz9diqqqvL5lM/pHd7bomW8asVVpBWkseDiBYyJayRbs4VwtvZvSSypve49JSgoyEIldE1cxlY5OTBhQvPrrFjRvPNWYhce+OWBBskUZ543kzsG3lE7ksTNKKosYsWBFXy480OT1r9z4J3c2PfGNiXnUVWV31N+5/HfHm92PY1Gw4tjXmRU11FGoREcmv37YcaMhsu3bhVJeBH6/z39L3f8dEezu1o1bRUxwTFWKKTj4DL3BQfGkWz8wY4P+GS3yGHRO7w3n0/53GbHvuMO8b6khm3bxCg/icTdKSgQ58exYxAeLsKex5y59aiqysglIymrLuPbqd/SNaSrPYtqM9p63XTPJ8pWotVqiYqKcjuHBABaLdrHHsN75cpahyyIyOjXXSe8V/VYvm+5YTo+NJ6B0c6ZybgGZ6n/rNIsFu9ezJSvp3D7T7ezJnENlbpK4kLjuH/o/fxy4y+8Nv41RsSOaNwh+9dfIpFXHYcs0dFoNmwg5KGHrOaQBZEI7OGHGyYCu/12SEmx2mGbpKBAfAcFga9v6+o/LjSOCd2EQ+a1ra9ZfEjEgKgBABzKPmTR/dbHWdq/NXBn7Y6AqqqUlJQ47zCvDh3giy+aX+f66+HECZN25/T2sDDWtMcbE97gmj7GYZcW717M4EWDOZhtXg9nW2EteyTnJ/PKllcYs3SMSQ7Zcd3Gseb6Ndza/9Y2Z0vXaDSMjR/Lztk7+XzK54T6hTa6nqqqzPl9DsM/Gc6IT0fw67FfKakscdzzJTGxcYfsH3+geHrw94m/uWDxBQxaNKhJh2yQTxDrblrHztk7TXLIyuuHxBpYq13VjSfbu4NlOzU0RY2WDz5QGTCgdvmQISLUmjPhSue71OIYFBWJEa3HjkH79vDBByqhobVaNBqNYWS0s4UwsGe9yH+YZqAoCllZWU7d1bwtKIpCVmAgyj//iLOxhsRE0Z3w/fehuhqA08Wn2ZBam8X42rOvNYpp5Yw4cv1X6av4Lfk37v35Xi5dfinv73if9KJ0/L38ubL3lSyZvIQVV6/gxr43EuYX1vhODh2CgQPh/vuNl3/2GaxejRIQYDP99ROB7d4tfP8ffQRVNgzrV5Pbyd+/bfV/z+B78PH0YU/GHtYnr7doGXu07wHA0dyjFt1vfRy5/Vsbd9buCKiqSlZWllM+vBro1Qvefbfp33U64Zg93nS2+hpcwh4WxNr2eOyCx3h6xNMNlk9fNZ1Zq2eRWZJpleO2Fkvao0pfxa/HfmXmDzOZ+s1Uvj7QeBKuusSHxrNw0kLmXTRPJAm1ML3De7P+pvX8euOvXNn7yibXK6su48kNTzJq6SiGfTqM//3xP/Zn7UevNB96y2YkJYkHmzOoqJzwreLNBVcycPkoBi8azL0/30uFrqLRza8/53q2zNzChps3NP1c1wjy+iGxBtZoV4qqcDCn9uWXtePJ1lBXy0cfYeSYHTrU8FfXKXCl811qsT/FxXD33XD0KISFwYcfQpcuDbXUOGVPF5+2V1FbhT3rRYYvaIH64QtycnLo0KGDW/aYqomraNCflyfe8J+q9xbkued4K+won+8VPYMCvAP4+Yaf8fPys32hLUgD/Q7A0dyjrD6ymrWJaymqLDIs7x/Vnyt6XsGYuDEt2/3YMbj22obLH30UrrlGxEXEfvpPn4aXXxYdeAG6dIE5c4T/2Nrs3CmGZ8THw1dftU3/on8X8dG/HxHRLoIV16wwKa6eKWxK28SDvz5In/A+fDbls5Y3aCWO2P5thSW1O9KwQEfHJW21Zg3Mndv0776+sGwZxMbarkwSkziYfZDpq6Y3+tvI2JE8NPwhp46bX4OiKuzL3Mcvx37hm4PfmLxddGA0Dw57kJGxI236El5VVfZl7eP5Tc+Tkm/6kJpB0YOY0nsK50aeS0S7CNt2HDhyhNLp13IgsIKfIgtZG1EolnfvbghZ0BjeHt4smbzE8DLWHXHJ+4KD4Sg2TitI46oVVxnml1+13G5t/777YMuW2vnNm8HPuf/WSiRmUVIiHLIHDkBIiAhZ0FTUrVf/fpWv9n/F9HOnc++Qe21aTnvR1utmI2OXJU2h1WqJiIiwdzHsRgP9YWEi4dOuXSJZyRnK//cUq4YkQrcY8PdnXLdxTu+QBcep/6LKIn499iurj642GrIe0S6Cy3pcxqQek0yLKXbwoEjiVZ+bbhJXXU/jy4O99EdFwRtvwIYNIhnY8ePCUTppkujUGxxsvWNXnOmg4uPTdv03nXsTaxLXcLLoJG/+8yZPjXjKImWsce6WVJVYZH9N4Sjt3x64s3ZHQFVVioqKCAwMdPoRF1x6KWRmipEljVFRIXrPLVsGcXGNrqKqKsXFxa5hDwtgK3v0Ce/DHzP+YNSSUQ1++zPtT/5M+5OzIs7i7kF3Myh6kN3qpjX2UFSFQ9mH2Ji6ke8Ofddk0qzG6ODfgQeGPsDF3S62S5xdjUZD38i+fHPNN+gUHdvTt/Pa1tdIK0gzrKPX6/GoF3ppx6kd7Di1w2hZiG8IF3S5gPM6nkdsSCyR7SIJbxfeeKinFlBUhcKKQvLK80gvTmfbyW1sPr6ZU9lJkJIKw+tt0K1bkw7Zty95m6Gdh1rEvvL6IbEG1mhXdUMXeHt4Ex9qm7jrjWl56y3RIWTdOrHOhReK/yWO/l7Alc53qcV+lJbC//2fcMgGBYn8LzUO2ca0xAQJP8SJQtPCcjkK9qwX6ZQ1A3dOdAPN6O/fH7Zvh++/h3nz2NS+mBJPBdLEA/Gkbl3tUl5LY8/6V1SFnad28sPhH9iYupEqvRjD76n1ZFTXUVze83LTHthVVSSPuLeRt1bjx4tMvz6Nx36zp36NBi66SMRzevdd+O47+PFH8ab6wQfhkksMHXotSo1fWq9vu35fT1+eGfkMs3+czfeHv2dM3BiGx9T/V2Y+NQncfD1927yv5nDn6587a3cEVFWloKCAgIAAp3h4bZFbbhHJv1asaPz3qiqYNg2+/FI4auqhqir5+fmuY482Ykt7BHgHsGPWDpbvW84b/7zR4PcDWQe4a40I7zTzvJmM7zaebmEN69CamGqP4spidpzawV/H/2L1kdVmH6dXh17MPG8mo7qOcpikZ55aT4bHDGd4zHAx9Dn7IF/u+5IfD/3YwCnbGAUVBfx09Cd+OvqTdQpYVmZ4NjYiPh68axOTDYweyL1D7qVXh14Wt628fkisgTXa1YHsA4bpHu17tOrlSGtoSsu8eaKHYM2te8wYWLsWHPmdvSud71KLfSgrE26DfftqHbIJCbW/N6alS3AXANIKG7nfOTD2rBcZvqAF6ocvyMvLIywszC3/mCuK0rL+ykoefG0cm7JFusrYcm++3RmPBg28844IxuPgF5+mMEm/hTldfJofj/7Ij0d/NIrL0j2sO1f0vIJLEi4hxDek5R1VVYmeV++91/C3yy4ToQr8/ZvdhT30N8XevfDiiyIkG8DgwfD44yK0gSX591+RZKwmfIEl9L/292t8uf9Lgn2D+WLKF0QFRrWpjD8e+ZFn/3yWQdGD+OCyD9q0r+ZwpPq3NZbU7ijDAp0Bl7aVoogshqtbcIYtXgx9+9qmTBKzyC3LZfr3002KKXvt2dcyrPMw+kf1t9vIodyyXPZm7mXX6V1sS99Gcn5yq/YzMnYk08+dzrkdz7VwCa1Llb6K/zL+Y9XhVaxLWmf7ApSUNJ7MLy6OId1GckPfG+jXsR/+Xs0/i7k7Ln1fcBAcxcbTV003JFScetZUHj3/UbuVpS4LF4pPDd980+TAFonEqSkvF6E7du2CgADhkO1tQr69U8WnuPzLy/Hy8GLLzC0O8+LWmsjwBTZEq9XSoUMHexfDbpiiv4hK/o6ohLCekJXFZamewiELot87CAfg5MlGvQKcAVvVf3l1OX+k/sGPR39kx6kdhmDTAd4BXNL9Ei7veTm9OvQy7Q3O6dPw/POiJ3N9rr8e7rnH5HpwpPbft6/wMX/xhXgw2r5dhMW97TYRfaGZkGxmUbOfykrL6f+/If/Hnsw9HMo+xKO/PcrHkz5uU2bqI7lHAOGotyaOVP+2xp21OwI1PWWDg4MdvkeByWi18NRTIlzBumYcRDNnwttvw/DaXvWqqlJYWOha9mgD9rJHe//2rLl+DbtP72bWj7OaXfer/V/x1f6vAAjzC2NU11GcFX4WCe0TiAmKIdAn0GLlKqoo4mD6QQqUAlIKUjiSe4StJ7e2KcGVj6cPN597M5f3vJyOAR0tVlZbULd9DOo0iEGdBjHvonmoqkp2WTaHcw6z5fgW/kz7k5yyHOsUoqBAPI8B47ODuCg7kF4lvkR9+i2aHraNkSmvHxJrYOl2VaWvMkpg27uDCZ4gC9GSltmzRY/ZBQvE/DXXwMcfQ79+NiuiybjS+S612JaKCpFwe9cuaNdO9OtqzCHbmJaOAR3x9vCmSl/F6eLTdArqZOPStw571ot0ypqBoiicPn2aqKgot+spBqbp/zP1T3SKTvzh7NiRcR98CYu/gZUra1dasEB8rrgC7roL2re3kYK2Yc36V1SFf0/9y5rENWxI2UBZdZnht8GdBnN5z8sZ3XW0ac67qir46ScxzqYxHnsMrrwSTBjKZ1RGB2v/np4iz9zYsTB/PmzbJsI0/vILPPkknGuBTjyBZ/4nFxZaTr+3hzcLxi7ghpU3cCj7EI/99hivjnu1VcOyVFVl8/HNAFbvteRo9W9L3Fm7I1AT4ykoKMhhH15bhVYLzz0n3vr8+WfT6917r3i5dsklgAvbo5XY2x7nRZ3Hjlk7+CP1Dx5Z/0iL6+eV57Hy0EpWHlpptDwuNI64kDhCfUMJ8wsjyCcIH08fvD288fbwxkPjQZW+imqlmip9FRW6CvLL88mvyCe/PN/gYASoqqrC2wIvvsfEjeHynpczPGa40/Z0aap9aDQaItpFENEughGxI3jiwicMv+kVPbnlueSU5ZBVmsWp4lPklOWQWyaWlVSXoKoqGo0GDRq8tF6E+oUS2S6SiHYRdAzoSMeAjkS0i6D959/iueJTIMS4YCtWNJ0lxYrY+3yRWJfU1FSef/55NmzYQEZGBtHR0dx44408+eSTFrkmNIWl29XhnMPi/+QZ+oT3afM+TcUULVOnir+vjz0m5m+7TfztGjfOZsU0CVc636UW21FZKcID7twpBtK+8w6cdVbj6zamRavREhMcQ1JeEmmFaU7llLVXvUinrJn4uXmqxZb0/3PyH8N0t7BudOqYICKjP/ggLF9unNzkhx/ER6uFl16CESMaJJdyNCxd/yn5KaxNXMvaY2uNhkB2DurMxISJXNbjMtOyOSsK/Pef+ON+/HjD3/394cMPoU/bHmocsf137izizP7yC7z+OiQnw623Cr/z//1frWO1NdS8LygpEb5uS+mPCozitXGvcffau/nr+F88veFpnhv9HF4e5nXx3Z6+nfSidHw9fTk/5nyLlK05HLH+bYU7a7c3Wq2WmBgTkhc6I56e4q3SI48Yp3auz9NPQ34+XH+9a9ujFTiCPTQaDaPjRrNj1g72Zu5lwd8LOJJzxKx9pOSnkJKfYpHytMX5MiJ2BBfHX8zIriNdYih9a9qHh9bD4LBttTNIUcR5++uvDX/79lvo2rV1+20jjnC+SKzH4cOHURSFjz76iO7du7N//35mzZpFaWkpr776qtWOa+l2dSCrNp6sr6cvXUO6WmzfLWGqlosuEj1kb7tNzM+ZA6mpRrmv7Y4rne9Si22oqhKPpNu3g5+fGKzVXBStprTEBscKp2xBmkVyqNgCe9aLY3vAHAytVktYWJi9i2E3WtKvqArbT9UOkx8ZO7L2R19fMQxzxgz44w8RwsCwoVI7P2qUuJslJDhc7FlL1X9+eT7rktaxJnGNIVYSQKBPIBfHX8xlPS7jnIhzWn5Do6qwfz+89pr4boypU0VQ1ODgNpfbkdu/RiM6kZ1/Prz5pgjTuHKlaGoPPwwXX9y65hQYKHwmOh3k52uJirKc/vOizuOVi1/hwXUPsj55PYWVhbw89mWTh7FW6at4a9tbAFzZ+0qrxyl05Pq3Nu6s3RGoiekbEhLimj2Vvb3hlVfgiSea7zH7+utw8iTKAw9QUFzsuvYwE0VRKCgocAh7aDQazu14LsuuXEZuWS4/H/uZN/950+bl0Ol1eHqY9ojv4+nDJd0vYXjMcIZ0GkI773ZWLp1tsUv7qKiAG28UHpr6/PADdLJfryFHOl8klmfChAlMmDDBMB8fH8+RI0f44IMPrOqUtXS72p9V+7+mZ/ueeGjNG93XFszR0q+fSD581VVifuFCSEwUA0Id4W+sK53vUov1qaoSLpm//xZ5v996q+WwHE1piQ2OBeB4YSOdxRwUe9aLdMqagaIopKen06lTJ4c6gWxFS/pPFp0kvzwfEEPuR3cd3XAnWq1IV7lzp3hYff11cebX8Mcf4gMwcaJ4qHUQB21b6r+8upzNxzfzy7Ff2HJiiyG2m4fWg/NjzueyHpdxQZcL8PZooXdLVZUYp//uu7VZrurTpYtIINO7t0Xt5gztPygInnlG5C578UWR5HjOHBHN4fHHIdqETsd10WggKkrk5jh+XEGns6z+87uczxvj3+Cx3x5je/p2blh5Ay+MeYG+kc0n9lFUhZf+eomjuUcJ9g1mRr8ZFilPs8d0gvq3Fu6s3VEoLy8nJCTE3sWwHt7e8PLLomfd+vVNr7diBZoTJ6i4914R1E4COGb7aO/fnhv73siNfW8kvSidv47/xarDqziWd8zqx1YVFZrwYfh6+jIidgT9Ovajf1R/uoV2c8jhk5bEpu0jK0s8vzbGunXgAC/4HPF8kViPwsJCm7xYtmS72p9d65S1ZeiCGszREhsrbtsXXyzmN26E8ePFCD5HeGR0pfNdarEe1dWib8Bff4lH0jffhP79Tdu2MS1dgkX27bTCNMsW1MrYq16kU9YMNBoNgYGBLv/w2hQt6a/5o9EnvA/vX/p+o+sY0bWr6BNfVQW//Sa8aXVZu1Z8QFwVZsyAAQPEqxs7YG79V+mr+PvE36xLWsemtE1U6CoMv/UJ78OlCZcyrts4Qv1Cm96JqgqP4M8/w6JFTa/n7y/+zI8cabUEas7U/vv3hy+/hCVL4NNPhd+/ptPw9debF043Lk5UQWqqhp49La9/eMxwFk1axKPrH+VU8Slm/jCTiQkTuaXfLcSFNkznmlWaxUt/vcSmtE1oNVr+N/J/hPlZ/2Hbmerf0rizdkdAq9XSyY49y2yGp6d4m+TtDWvWNLmaZutWojMzxf2zo3MlXbIGztA+OgV1YtrZ05h29jSq9FUczjnMfxn/8V/mf/yZ9qchoael8DqTpTKiXQTnRJxDj/Y9SGifQI/2PYhsF+lW1zKbto+DB2H69IbL/fyEh6ad/XshO8P5IrEcx44d45133mm2l2xlZSWVlZWG+aKiIkC8kK77rdVqm5wGiI6ORqPRoCiKiLdcb1qv16PVapucrjlWYWUh6UXphvL06tALvV6Ph4cHqqqiKIphWlVVtFptk9OmlL2x6U6dOqEoiiF2dEuaQkM1/PmnnpEjtYCGvDyVwYNh0ybw8VGM9DWmw5qaoqKiDLZsSkdr6snWmgBDbof66zijppo2VnNce2oCD+bMUfnzT/D21vD66yoDBqiAaZrqtzGA+FARM73GP+QM9dRcG2tquq6OtiCdsmag0Wgc6o2GrWlJf2pBKgBxIQ0dSc3i7S16FUycKDLU/vij6C9fl127xKeGm2+G0aOhVy+bxaE1pf51io7t6dtZl7SOjakbKa0qNfzWOagz47qN45LulzTqbAOEEzYtDTZsgE8+EZG2myI4WLzSGjHCao7Yujhb+/f2FpEwxo0Twfd37RLN6uefRdJzU8Prdu0qHqpSU62nv1eHXiy/ajmv/f0aPx79UcQZTlxLrw696NexH+H+4VToKjiUc4h/Tv6DTtHh5eHF3JFzuTD2QquUqT7OVv+WxJ21OwKKopCTk0NYWJjr91TWamHuXBHy57vvGl1FBXRHj+J51VVoPvig+WBfbkBNeAtnaR/eHt70jexL38i+3MRNgHiJe7zwOKeKT5FVmkVWaZZIKFVVQll1GQUVBVToKtBqtGg1Wjy1nvh5+hHoE0igdyBBPkEE+QQZEkz56fzo0akH3p7WfzZwdGzWPn7+Wbwcr09CAixdapPnNFNwtvNFInj88cd5+eWXm13n0KFD9OrVyzCfnp7OhAkTuOaaa5g1a1aT282fP59nn322wfKsrCxCQkLIyckBICIigszMTLy8vOjQoQOnT5/Gz8+PsLAwTpw4gaqqdOnShRMnThAaGkpQUBCpqalEREQQEBBASkoKnTp1ws/Pj6SkJGJjY/Hx8SExMZFu3bqh1WpJTEwk2zcbVVWprKzE19eX7sHdSUpKokePHlRUVJCenk737t0pLS0lKyuL+Ph4iouLyc/PJzY2lsLCQoqLi4mJiaGgoIDy8nI6depEXl4e1dXVREVFNavJ50znn9LSUoKDgwkJCTFJU3p6Eps3x3LVVT4cP16Bj48PI0ZoeO21FC64IA5FUUhKSqJXr15UVVWRlpZmdU1hYWEcPXqUDh060KFDB9LT0wkMDDRZU3P1lJCQYFNNGRkZlJeXExcXZ9T2nFGToih4enoaknLWP59sqenEiXSWLOnO778rQDWvvupLnz7FnDhhmqbIyEiSkpIIDAykY8eOhrYXHxqPrlpHlj6LvPI8SnNKHb6ecnJyyM/PJyEhwaTrXt16OnnypIlX88bRqJZ+Pe9iFBUVERwcTGFhIQEBAZw4cYKYmBi3fJBRFKVZ/W9sfYNl+5Yx/dzp3Dvk3rYfMDtbJEh4882W1504EcaOhZ49ISLCKuEOmtKvU3TsOr2L35J/4/eU3ymsKDT8FtEugnHdxjGu2zh6d+ht3DtFVSEzE/buFb2imkvyUsPIkcIhffbZNh8T01L9OzKqKnz9b74JRUWieVx3Hdx5p+jA0hxr14pO3GefrfLss8etrv9Q9iE+3vUxm49vRlEbf+vWP6o/jwx/hIT2CVYrR32cuf7biiW1172nBAUFWaiErkmNrfLz8ykvLycyMtJ92p6qigwiH33U8CeguroaLy8vNCBis1x1lUOE+bEHiqKQmZnpXu2jGaQ9jLG6PXQ6eO652pFddbnsMvEA4UD14Oztw13vodnZ2eTm5ja7Tnx8vCHJ36lTpxg1ahRDhw5lyZIlzdZ1Yz1lY2JiyM/PJyQkxKQeYzqdjqysLDqeGb3Rll5wXx740hCL29fTlz9n/AkqNuspqygK2dnZhIeH4+Hh0aqefU89pfDLL7X35DfegAsusH1PWYDTp08TGRmJp6enU/RWNLWN1V3HmTTp9DrKqso4nnEc/yB/qpQqKvQVlFWVoaiizDpFB4CK2J+Phw++Xr54ajzx8fTB19MXPw8/Qv1D8fLwarUmvV7l2WdV1q7V4uGh8vLLKqNGmacJICMjg4iICEMbq1ln8leTOVl0kvcvfZ+BUQMdvp50Oh2ZmZlGPX9N7SlbUFBAaGhoq+9N0inbAnVv/oGBgRQXF7vtMFZVVZvVP2/zPFYeWsnsAbOZPcDCqScrK0Uc2s8/F9+mMGyYuAN26wYxMRAe3qYH47r6q/RV/HPyHzakbGDz8c0UVRYZ1gv1C+Xi+IsZ120cfSP7oq3WQUYGHD8uUhn+8QecOmXaQWNjhRP2wgshtJkwBzagpfp3BvLyhGO25r9Tp06iY8vAgU1vk54OV1wBnp4qP/5YTIcOttGfW5bLjlM7OJxzmLzyPPw8/egc1JmhnYfa1BlbgyvUf2uxpHZ3/UPZGqStgO+/FzHCW+Kyy8TICTuF95FI3JLcXJg0SYThqs9jj8E119i+TC6OvC+0THp6OqNHj2bAgAF88cUXeJgTswv72/j5P5/nhyM/AGIk2RdXfmHzMliClSvFSL0aZs6Eu+6yX3kk1qNaX012WTYZJRlklmSSXZZNfnk+maWZpBSkkFaQRpW+kfuEBfD38ifEN4Rg32DCfMMMI2aiAqPoGNCRzkGdae/XvsH/F0WB+fNh1SrhHnnpJZH2x5I8uv5RNqRs4MFhD3L9OddbducORluvmzJ8gRloNBq3fgBoSX+AdwAAJVUllj+4jw+cf774gAhzsGsXfPutcHQ2xtat4tMY0dFi/HrPnsIzFxAgYn3VfPz9ReBRrVb0PvLwoKSymC1pm9iYupG/0/8RMWIVBfR6QjR+jPSIZ1xhOAOTyvB4+xtQV5ivc+BAuPpq8e1gw6Vdof2HhYkOLRMmCD9HejrccQdceSXce69oBvWJjoYOHSAnR8PJk0GEh9umrO392zOh+wQmdJ/Q8so2wBXqv7W4s3ZHQFEUsrKy6NChg1P27GoTkyeLC9eDDxoWqYBOp8PT0xPDI/ZPP8HRo/Dqq+ZnNHRyasJbuGX7aARpD2OsZo/du6GpIeEfftj82147ItuHa5Oens6oUaOIjY3l1VdfJTs72/BbRyvGILdku0opSDFMdw3p2saSmY+ltFx5JfToIVKiACxeLKLTff21ebkt2oIrne/21KKoClmlWZwoPEFaYRp7MvawO2M3mSWZrd5nzXNcWymrLqOsuoxTxU13+AryCSIuJI740HjiQuPo2b4XP3/ei+9X+aPVwvPPt94h21y9dA/rzoaUDSTmJrZu5zbGnm1MOmXNQFEUUlNT6dq1q9Nf2FpDS/o7BoibfU1sWasSEiKuHjVXkKoqOHasNhTAoUPNb3/qlPj89luTq6ioHPerYktYKX+FlbAruIxqVY/mjPaOlV6MzglkdG4g/Qo1aEkFUk3XMHy4SM/Zt69wDDt4m3Kl9j98OHzzDbzzjvDrr1wpsk3OmSM6V9dFo4HzzoP161XWrMnh3HPbO73+1uBK9W8u7qxd4gCMGCEyFt5+e+M98mo4elQ4cV99VWwjkUgsj6IIp+vixY3//t13YpSTRGIH1q9fz7Fjxzh27BidO3c2+s0ZBseqqmp3p6wlOftsEYlv/Hgxn5oKQ4bA77+L1CASx6KsuoyU/BT2Zu5l8/HNbE9vouNXK/H19CWiXQRhfmF4K96EBYbh7emNBjEEXqsR/zE0aNCreip1lVTqK6nUVVKlr6JMV0ZRZRGFFYVGo3RboqiyiP8yRXJRENET8/I0+AyM5YERtzN+/MUW1VlDQpgY2ZmY5xxOWXsinbJmoNFoiIiIcLuhuzW0pL9fx34A7M7YTWlVKe28bZhl1ttb9Hzt0weuvVYsU1XIzxd3wKQkEfZg924xhr0JKrUK/waX8VdYCVvCSkj3rTb6Pb7Ml1G5gVyUG0TPEh80NNMWPD2Fw/Xcc8VdOTZWOF/PZEV2Nlyt/bdrJ0Ixjhsn3hCeOAH33w+XXAIPPWTcUfmCC2D9eti7N8Rl9JuLq9W/ObizdkdAq9USERFh72LYl3POEc6e++5Dk5yMV1O9KxRF9KqdNg3uu89hkgtZE9k+jJH2MMai9sjKEudWcXHD3+LjxcuTdjZ89m0Fsn24NjNmzGBGTddMG2KpdpVfkU9xZe35ZQ+nrKXPkfbt4e+/xf+LwjNpRy66SISMHzDAYodpFFc63y2ppUpfRUp+Cn8d/4v1yes5lnes1fuKDoymb2RferTvQQf/DiKUgE8wIb4hhPiG4O/lb5X/D4qqUFRZREFFAVmlWWSUZBg+p4pPkVqQSk5ZToPtsrNrXCEqYfGphHY/gqJeZHAIm0tz9VITbi85Pxm9osdDa6Mu4q3EnueLjCnbAvaOq+NMqKrK1G+nkpKfwh0D7+C2/rfZu0jNo6ooZaUcOb6LHcf/YWfmLnbm7qdKVykcuqqKl6qlv1cM53vGc4FfT7oExYjQBj4+wrkaFCQ+AQHi29/f4Xu8ShpSUSE6vixfLnwaoaHw6KMid5xGI6JljBsnfvvxR6gT/1siMQt5TzEdt0701RRlZahPPUX177/XJvpqioQEESTMxXvtOXviIksj7WGMxeyxcSM88kjjv912m+jJ7gQv7py9fch7qPVpjY0t1a4OZh9k+qrphvkvr/rS5nkUrHmOLFgAK+pEt7vpJhE+zVqXDmc/3+vSWi3FlcVsTN3I2sS17DxlYl6aOoT6hTK883AGdRpEl+AudAzoSHu/9m1yMNqqXooqi0gtSCU5P5nE3ERWbdnP3vSjqNpqOnasTVcT6BPIoOhBDO08lJGxI2nv397kYzSnRVEVRi8dTWlVqV3OZXNpS73ImLI2RK/Xk5KSQlxcnNlB012BlvRrNBpuPe9WntrwFJ/s/oT+Uf3pH9XfDiVtGkVVSMlPYcepHexI38GujF1Gb2Rp50tkQCznx5zPBV0uYGD0QPy9/AGh/5isf5fU7+sreslefDE8+ywkJ4ucOb/+KnrTdugAffsqbNtWxa+/ejNjhnM/2LQGV67/lnBn7Y6Cl5OOMLA4/v6oCxZQ9eqreH37bfPrJibCVVeJ7O+TJjmFw6i1yPZhjLSHMW2yR3k5zJ0rgkE2xnvvifHIToRsHxJrYIl2lV2abTQfGRDZ5n22BmudI48+Kkbf3XuvmP/8cxFC7ZdfwM/PKod0qfO9JS0FFQVsTNnIqsOrOJh90Kx9D+40mDFxYzgn4hw6B3W2+ohfW9RLkE8QfSP70jeyL0uXQtUK6KGpYuqdR+k6eD//nvqXHad2UFxZzIaUDWxI2cD8v+bTL7Ifo+NGc1HcRSadg01p0Wq09OnQhx2ndnAg+4DDO2XBfueL7CnbAnW93oGBgVRUVODr6+uWw1hVVW1Rv6qqPPbbY2xI2YCvpy9PjXiK8d3G281eJVUl7M/az97MvezL3Mf+7P3GTlignXc7BkQNYGD0QIZ0GkJ8aHyj5TVFvyvjLvqrqsQIxMWLQa8XHaAffxxKSlReeEGlWzcNK1ZoXNm/0SjuUv+NYUntspeP6UhbtcAvv8BTT5m27ogR8OSTYhylRCIxjV27YPbsxn/z8IDvv5dDZ2yMvC9YH3va+JsD3/DylpcB8PbwZsvMLS75zJmdLcIZ1OXrr6FbN/uUxxkpqy5jU9omVhxYwd7MvSZvd07kOVzS/RIGdxpMTFCMww+ptwTLl8Prr4vpu++GW26p/U2v6DmUc4htJ7ex+fhm9mftN/ym0WgY0mkIl/e8nFFdR+HtYX5IrPe2v8enez5lcq/JPDXCxGdWJ6St103plG0BefM3n0pdJQ+ve5itJ7cC4s3TLf1uYWD0QKveWPPK80jMTeRo7lES8xI5nHOYlIKUBoHtfT196dexH4OiBzGo0yB6tu/pFhdkiXkkJsJzz9XmjBs+XMSEAliyRIQJlkjMRd5TTKdu+ILS0lKioqKcfvidJVAUhdOnTwt7pKbCAw9AenrLG/r4iB5/F1/sUr1mjewh24e0Rz1aZY+yMpg/H37+ufHfp04VsZstkDnb1jh7+5D3UOvT2vAFlmhXH+38iEW7FgEiVufq61a3el+txVbnSHU13HorHKzToXP2bJg1y3K3aGc/32tQVIWd6Tv5dPun7MjZYfJ2Y+PHMqXXFPpH9cfLw3F6DNuyXr75Bl4W7zmYPbvp94w1ZJZksiFlA7+n/M6ejD2G5UE+QUzqMYnrzrnOkNwdWtbyR+ofPLzuYRLaJ/DlVV9aQpLVaEu9yPAFNkSv15OUlES3bt3ccgirqfp9PH1465K3+HjXx3y651O2p29ne/p2OgV14vyY8xkUPYge7XsQFRhlVlBpVVUpriomqzSLE4UnOFF0gpNFJzlReILkgmRyy3Ib3a5TUCf6RvTlnMhz6BvZl+5h3fHUmt/0Zf27l/6EhNoesx9/DH//rVJRUYmvrw8rVmjczinrbvVfF3fW7ij4WWtcn5NisEd8PHz5pchWuH598xtVVsKcOSLt8+OP1wYTcwFk+zBG2sMYs+yxcyfccUfTv3/wAQwa1PZC2RHZPiTWwBLtqlJfaZgO8wtr8/5aiy3OES8v+OwzWLUKXnxRLFu4EJYuFQNhAgMtcxxnPN9T8lP45uA3rDiwwmi5Tq/D06Px//AXx1/M5F6TOS/qvFb16LQ1tqiX77+vdcjOmCEc/i0RGRDJdedcx3XnXEd6UTqrj6zmx6M/klWaxbJ9y/hy/5eM7zaem869iR7tewDNazkr/CwAkvKSKK8ux8/Lsdujvc4X2VO2BeqHL6iqqsLb29slh1K0hKqqZus/VXyKpXuW8vOxnymrLjP6zc/Lj3D/cNr7tSfENwQvDy88tZ54aDyo1FdSoaugQldBSVUJueW55JblolN0TR5Lo9EQExRDQlgCPdr3IKF9AmdHnG2xm3pr9LsS7qz/4EGYO1clOVk9o13DihXCH+IuuHP9W1K77OVjOtJWZqCqYuzjq6+atr6/vwhnMG6cS/WalUhaTVERvPBC07FjExKEQzYkxKbFkhgj7wvWx542fmXLK3x94GsABkQN4KNJH9n0+PYiPR2uuMJ4mQu8/zGJvPI8vj/8PSsOrCCnLMekbQZEDWDqWVMZHjPc4Z189mLNGvjf/8Tj4fXXi0FVrX3cU1SFv0/8zbK9y9hxqran8ojYEdw96G66hTUfd2PisolklWaxcNJCh8s3ZClk+AIrI2/+lqGsuoxtJ7ex9eRW9mftJ6UghWp9dav2FewbTOegzsQExYhPcAxdgrvQLbSbvDBLrEZlpcjnsXx57bKFC6G/a95bJFZC3lNMp274guLiYjp16uTUw+8shaIopKenN26PgwdFlkJTwhmASFD0xBPQubPlC2ojmrWHGyLtYUyL9lAU+OknEa+oKR5/XCTNc4EXGM7ePuQ91Pq0NnyBJdrVy3+9zDcHvwFgWOdhvDPxnVbvq7XY6xyprhad9P/7r3bZmDEikkprB2k52vleoatgQ8oGvj7wNQeyDpi0TWxILNPOmsa4+HEU57jGs6C162XdOpFyQFFEtJ1HHrHc7etwzmE+/+9z1ievR1EVNGg4P/J8Hhn1CJ2COzW6zaPrH2VDygbuGnQXM8+baZmCWIG21IsMX2BD9Ho9iYmJJCQkuOUQ1rbo9/fyZ3TcaEbHjQZAp+g4VXyKnLIccstyKawspFpfjU7RoVf1+Hj44Ovpi6+nL+2829HBvwPt/doT6hdqtyEJsv7dW7+np56JExPx9OzBZ5+JC/Xs2TB9Otx5pxiG5Mq4c/27s3ZHQKPREBgY6HY9tJuiWXv06SPCGbz+uhi31hLbtsHkyXDXXXDTTU55IZPtwxhpD2OatcexY8ILUlDQ+MYdOogYRtHRVi2jLZHtQ2INLNWurJ3x3hTsdY54ecEnnwiH2pw5YtmGDeLd6TffQFyc+fu05/lepa9iX+Y+vj34LeuTWwivdIZ23u2YdtY0pvSaQlSgcRJFVVUhEJe4dlmzXjZsqHXITp4MDz9s2feJvTr04sWLXmTWgFl8sOMDfk/5nT9P/cnO73Yye8Bsrj/n+gZhIgdFD2JDyga2p293aKesPc8X2VO2BeqHL9DpdHh6errEBcFcVFWV+qV+t9fv4eHJdddpSEqq/a1PH/Emu1PjLwhdAneuf0tql718TEfaqo1s2CD+2emaDvtjRNeu8OijMHiwVYslkdid4mJ45x1YubLpdR55BK65Bpy8R5arIe8L1seeNl66ZynvbBe9Y/tG9mXxFYttenxHIT9f5OSsy/XXw/33O+YlSafoSM5P5pdjv/D1ga+p1FW2vBEwqcckrjnrGnp36O12/y2swebN4tal08Gll4rcrtZuLwezD/LmP2+y6/QuAOJD43lqxFP0jexrWCetII2rVlyFt4c3G2/eiI+nj3ULZQfaet10wNPasXH27vJtReqX+t0ZrVaLRiNCMdbl4EG47jr49Vf7lMtWuHP9u7N2e6MoCmlpaSiKYu+iOAQm22PMGFi9GoYONW3Hqamix+zDD8PJk20up62Q7cMYaQ9jjOyh08FXX8Ho0U07ZKOi4IcfYNo0x/R+tBHZPiTWwFLtqnNQbSidgoqCNpaqdTjCORIaCjt2iBF5NSxfLt6Znjhh+n6soUVRFZLzk1lxYAXXfHMNAxcOZOjHQ7n+u+v57L/PmnTIDogawIKLF/D3rX+zc/ZOds7eydxRc+kT3sckh6wj1IulsIaWrVvFe3WdTqQLsIVDFqBX+17MOWcOz4x4hhDfEJLzk7lt9W0s/HchekUPQJfgLoS3C6dKX8V/mf+1sEf7Yc825npPG1ZEURQSExNd4mLQGqR+qV/qF/r79hX+DhD/3/r2hbIy4ax97jkx7Wq4c/27s3ZHQKPREBoaKntRnMEse0REiB6Bzzxj+gH++EOMeXvnHae4mMn2YYy0hzEajYbQkBA0f/0lXlA0lwzvuefEiwwXHvYi24fEGliqXdVNGHS88Hir84+0BUc5RzQa4ZRdtcp4+ZQp8PbbYnh6y/tomxZFVTheeJxfjv3CvT/fy8CFAxm8aDBTv5nKgi0LSMlPaXS76MBoHhj6AGtvWGtwwH406SPGxI1pdRhCR6kXS2BpLTt2wEMPibjEY8aIW5mt3ilqNBrCwsKY1HMS3039jokJE1FUhYX/LmTWj7M4XXwajUbDoGiRtW5H+o4W9mg/7NnGZPiCFqgfvkBRlDO95Zz/gmAuqqpK/VK/1H9Gf0aGGNlYXg6PPQZ5eSIWlKJAbKwIZ9Cjh71LbTncuf4tqV0OvTQdaSsLk5UlLkybN5u+TVAQ3HMPXH45eMo0BBIn5MABEcajueR3o0fD00+L9i5xaOR9wfrY08aKqjDhiwnklecBsOzKZfTs0NOmZXBE9HrxPumbb4yXf/klJCRY5hiKqnCi8ASHcg6xOW0zvyaZPvxv2lnTmJgwkR7te+Dl4Xyx6Z2ZXbvg3nuhogJGjICXX7Z/eoBfj/3K/L/mU1JVQqhfKK9c/Aoni07yvz/+x1kRZ7F08lL7FtAKyPAFNsbde0pJ/VK/O1NXf8eOYqQvwLvvio5lH34oOqalpcEtt8DatfYpp7Vw5/p3Z+32RlEUkpOTZR2codX2iIgQCcBeeAH8/EzbpqgI5s0T6XvXrTOta46Nke3DGGmPMyQmwowZqDffTGVyMs32QLn3XrdxyMr2IbEGlmpXWo2WUV1HGea3nNjSxpKZjyOeIx4eogPId98ZL7/uOjFkvaKi8e2a0qKoCqkFqfyc+DPP/fmcoQfsVSuu4qkNTzXrkB0RO4IFFy/g1xt/NfSCfeT8Rzgr4iyrOmQdsV5ai6W0/Pcf3HefqP/hw+Gll2zvkG1My/ju41l+1XJ6tO9Bfnk+d/x0B6eKTwFwKPsQxZXFti2kidizjcmesi1Q1+vdrl07t87A7e4ZyKV+qb++fkWBmTNh/34491xYuBBKSkSHm7//FttNmwYPPOD8nczcuf4tqV328jGdGlsVFBTg4eFBu3bt3K6XdmOoqkppaWnb7FFQIN4mff+9edv17Al33w3Dhlk2nW8bsIg9XAi3t8fx4/Daa7BFOHNUqB3pUH/dO+6A6dPBu3XDaZ0RZ28f8h5qfVpjY0u2q8TcRK777jrD/PZZ29FqbNePzNHPEUWB99+HJUuMl7/2GowcabxMVVXyi/LJrs4mMS+RfZn7+OHID+gU0xKAnhVxFpcmXErfyL50D+uOp9Z+f2YcvV7MwRJa9u8XnYPKykSs4TfeAB875M9qTkt5dTnP/vksvyX/ZrT8tXGvMbJrvcbqALSlXtp6b5JO2RaQN3+JRNIcJ0+KjKhlZXDrrXDnneKBaeFC+PhjsU6/fuLtZYcOdi2qxAGQ9xTTkbayAXv3iovT0aPmbXfeeTBrFgwa5DDOWYmbc+yYiIO8xYSedeefL4LAR0RYv1wSiyLvC9bHEWx878/38vcJ0bvhyQufZErvKXYphyNz6pSILFQX7+Bcnnz9KLkksidjD5vSNpm8v25h3bg04VLOiTiHXh164edl4ogaic05dEj83ywpgQED4K23wNfX3qVqHFVVWbRrEQv/XWhYdkXPK3h65NN2LJXlkU5ZK1M/pmxVVRXe3t5O/4amNaiqKvVL/VJ/I/rXrRMh6zQa8aZ6xAixfNMm0Wu2tFQ4ZN94A3r3tkPhLYA7178ltTvCnx1nocZWeXl55ObmEhcX53a9tBtDr9eTkpJiOXvo9fDttyK0gV5v3rZnny3eRl1wgd2csxa3h5PjdvbYt0/cXPfubfRnFaisrMTHxweNr6/oId6vn02L6Eg4e/uQ91Dr0xobW7pd5ZTlMOGLCYb5ldNW0iW4S5v3awrOcI6UVZeRWpBKcl4K329OZOX2f6hsd8zwe0iICLOm0dRe/+oSHRgtHLCR59AnvA8hviG2FdAKnKFeTKUtWo4eFYM8iorEreztt8Hf3zrlNAVTtaxLWsec3+cA0DeyL4uvWGyrIppMW+rFbZyyL774ImvWrGHPnj14e3tTUFDQ4jaqqjJ37lwWLVpEQUEB559/Ph988AEJZkTErh++ICkpiW7dujn9xaA16PV6qV/ql/qb0P/SS8Kv4esresj26iWWHz8ODz8MyckijOO8eXDhhTYuvAVw5/q3pHb5h9J06oYv8Pb2xtfX1+1eCDSGqqpUVFRY3h55eSIw9sqV5m/bo4dwzo4ebbuUv2ewmj2cFLewh6rCtm3iLWhK49m/DasCqqKgeeEFNBMm2Lx9OhrO3j7kPdT6tDZ8gaXb1b+n/uX2n243zC+ctJD+Uf0tsu/mcKRzpKiySDhf85NJyU/hUM4hdp3e1WA9RREj90pLjZdHR8PArj0YFTeS3uG96dm+JxHtIuyuqzU4Ur20ldZqOXpUhCwoKIC+fcU7Rns6ZME8Lfuz9vP2treZ1GMSk3pOslEJTactbcxtnLJz584lJCSEkydP8sknn5jklH355ZeZP38+S5cuJS4ujqeffpp9+/Zx8OBBfE3s4y1v/hKJxBR0OhFsfds2CA+HxYshKkr8VlIiAvRv2yb+Dz7yCFxzjX3LK7EP8p5iOtJWdiI5Gd58szYwtjnExIjMI5ddZv9/ChLXo6JCZNCcN8/0bR5+GK66yv7pqCUWQd4XrI8j2Xht4lqe2fiMYf68jufx8sUvE+YXZsdSWZZKXSXpxemcKDzBiaITnCg8QXJ+Mrszdpu9r34ho/h9eV98S3rhW9ITD10wAJ9/7rwj9SSCgwfhnntED9k+fURc4YAAe5dKUoPbOGVrWLJkCffff3+LTllVVYmOjuahhx7i4YcfBqCwsJDIyEiWLFnCtddea9Lx6ocvcJU3NK3Bld5QtQapX+pvSX9JiUj8lZwMnTqJuLKRkeI3nU78j1y9WszPmgWzZztPOEZ3rn9LanekPzuOTt3wBdnZ2W7ZS7sxbNZrfds2MSz82LGW162Pr6948zRtmhhDaUXcuRd/Y7ikPU6fhhUrhGfBVG69FaZPR+/r63r2aAPO3j7kPdT6tDZ8gbXa1fb07dy15i6jZX0j+3LrebcyMHogPp6WzW5kaS2KqpBblktGSQYZJRmcKj7FiaITHC88zu6M3bTGFZPQPoH+HfvTLawb3cO60z2sO/5e4kWoqoocni++CKBSUVGJr68PkZEaPvxQvDt1Rpz92lUXc7X8+y/cfqbTeN++ImSBozhk3ble6iKdsk2QnJxMt27d2L17N/3qxI4aOXIk/fr146233mp0u8rKSiorKw3zRUVFxMTEkJ+fT2BgIMnJyXTt2hUvLy8URQFAq9U2mNZoNGg0mian9Xq9yATbxDTUZoutmfbw8EBV1SanVVVFq9U2Od1ceU2ZVhSF1NRUYmNj8fT0dAlN5tRTVVUVaWlpxMfHG/bh7JrMqSedTmc4r2qO5eyazKknVVVNOv8zMhRmz9Zw6pSGzp1VPvxQpWNHsY6qwqefavnwQ3HZnTlTw+23K2i1jn+N0Ov1pKWlERsbi4eHh8PWkzXanqIoJCUlER8fj6enZ5s0FRQUEBYWJv9QmkDd8AW+vr5uGc+4MWwa31lR4Ndf4aOPxNjI1jB2LEydKpKDWaG87hzvujFcxh6KAv/8A198Adu3m77d9Olw000QGgq4kD0shLPbQzplrU9rwxdYs10VVhQy5espFFUWNfitb2RfhnYeSs/2PenRvgcdAzq2qQymalFVldLqUvLK8wyf3LJcssuyDQ7YlIIU8svzW12WbmHdODfyXLqFdiM+NJ5uYd1M7iVcUQGvvaaycqV6RofQMmQIPPcctG/f6mLZBWe/dtXFHC1btoiRmDVs2uRYA5HctV7q09Z7k6fZWzgJGRkZAETWdFM7Q2RkpOG3xpg/fz7PPvtsg+VZWVmEhIQQHBxMfn4+ERERZGZm4uXlRYcOHTh9+jR+fn6EhYWRnp5OYGAgISEhnDhxgtDQUIKCgkhNTSUiIoKAgABSUlLo1KkTfn5+JCUlERsbi4+PD4mJiQanV2JiIgkJCQaHQK9evQyOwR49elBRUUF6ejrdu3entLSUrKws4uPjKS4uJj8/n9jYWAoLCykuLiYmJoaCggLKy8vp1KkTeXl5VFdXExUVRU5ODoBJmrp3705aWppLaTK1nmoc0h4eHhw+fNglNJlTT/ozCWA8PDwoLy93CU3m1lN4eDgZGRnNatJqc5g3T8ucOR1ISanmxhvhww+98fMTmm67LYyysjw+/TSYxYs9ycvL5957vZzifOrevTunT592+HqyRtvz8fGhrKzMIpqcEXvFdQfQaDQNklS4Mza1h1YLl1wC48bBmjUi5mxWlnn7+O038YmNhSlTRGiDkBCLFVG2D2Oc3h6nT8OPP4qhJuYwcybccAMEBxstdnp7WBhpD4k1sHa7CvYNZsPNG9h1ehcP/vogJVUlht/2Zu5lb6Zxor+Y4BiiA6KJDIgk0DuQIJ8gAn0CCfAOwFPrafQB0Ck6dIqOan21+FaqKasuo6SqpNFPTlkOWaVm3gubIMgniL6RfYkNjiU2JJYuwV3oEtyFcP/wNjm5fH3hySc13HGHhgceEMPfQQyCGT8eJk4U0V2c5d2GK127TNXyyy/w1FO18wsWOJZDFtyzXqxybHv2lH388cd5+eWXm13n0KFD9KrJmIPpPWX//vtvzj//fE6dOkVUTWBHYOrUqWg0Gr7++utGt2uup2xwcDDFxcW0a9cODw8Ph+/ZZ+keYwBlZWX4+fkZyuvsmsypJ51OR3l5OQEBAQ10OKsmc+pJURRKSkoIDAxsoNVZNZlTTxqNhpKSEvz9/Vs8/wEyM7X83/+ppKZCu3Ya5s1TGDasdp2vvtLw+usaQOXJJ2HKFMc+n1RVpby8HD8/PzQajcPWkzXaHkBxcTEBAQENtLpLT1l7xHWvG74gMzOThIQEpx8aZQn0er3B0W9ze1RXixgsH38M2dmt38+4ccJBO2BAmxMv2dUeDohT2qOiQnT/+eor2Lu35fXrMns2XHttk54Fp7SHFXF2e8iestanteELbNmuEnMT+enoTyzbt8wq+68JWWUp4kPj6RzUmejAaKIDo4kJiiE2JJbowGiDY9ga1K2X5GQPZs6E8nLjdS6/XPTErPc+y+Fw9mtXXUzRsnixiBtbwwcfwKBBNiqgGbhbvTSFU4cvyM7OJjc3t9l14uPj8fb2NsxbO3xBfeoaOCAggNTUVLp27Wr4g+1OKIoi9Uv9Ur8Z+ouKxFvoXbvEqN2ZM0VMoJrNP/oIFi0CDw/x3bevFQW0EXeuf0tqd/Y/lLaM6143fIG/v78hbI67o6oqOp3Ovvaoroaff4alSyEtrfX7iYiACRNEl53u3Vu1C4ewhwPhNPbQ60WXrZ9+gnXrzN/+0Udh0iTw82t2Naexh41wdns4+z3UGWht+AJ7tCtVVTlRdIJtJ7dxKOcQB7IPkJTX9hFJNZ0xWsLX05dOQZ3o4NeBDv4daO/fng7+HQzO16iAKAJ9AttcntbSWL3s3Sv+j9TnssuEc/ZM5BeHw9mvXXVpTouqwjPPiEesGhw5UZu71EtLOHX4gvDwcMLDw62y77i4ODp27Mjvv/9ucMoWFRWxbds27rzzzlbtU6vVGuKJuiNSv9Qv9ZunPygI3n0XXnsNvvsOPvlEhMZ78knhf5g9W/gz1q2DZ5+FL7+EOu+gHAp3rn931t5aUlJSyMjIYOzYsYZlwcHBDBkyhK1btzbqlG1spArU9jSu6aHsDD3rrTlaoO7y5nRYVZOXF8pll8HEiWg3b0ZdvBgOHUL0/ReYNJ2VhfrZZ/DZZ2i6d0eZMAHN+PFooqJM1lS3Xj09PR2mnuw5qqPmuKaM6rCpJkVB2bULj40bUVesML2d1Ex37ozm3ntRRowArdYkHTV/rOrawxHqyV5tDzBqK86oSeKY2OOFvUajMQz3r0Gv6MkuyyazJJOMkgyyy7KNQg+UVZehV/QoqoJeFd8aNHh5eOHj4YOXhxdeWi+8PbwJ9BGhD4J8ggjwDjBMB/sEE+YXhpeHl801m0v9eunbF3buFP9H7qqTP+2nn8Rn1CjRocTKOTpbhSt1CmlMi04HV19tHMJ/1SrHT87m6vVik+Pa5ait4Pjx4+zZs4fjx4+j1+vZs2cPe/bsoaSkNqZMr169WLVqFSAu0vfffz8vvPACq1evZt++fUyfPp3o6GgmT57cqjKoqkpRURF27FxsV6R+qV/qN1+/tzc88YTIgurvD/v2ibB3L78sQjM+/rgItp+WBuvXW6nwFsCd69+dtbeW1sR1nz9/PsHBwYZPzJmn0MzMTBITE8nKyjLEAs7MzCQvLw+A06dPG3rupqenU1hYCMCJEycoLi4GIDU1ldLSUkA4jCsqKgBISkqiqqoKgMTERHQ6HYqikJiYiKIo6HQ6EhMTAaiqqjLEBK6oqCAlJQWA0tJSUlNTARHm4sSJE4DoGZyeng6IsBWnT58GMIRjAMjJyTFbU1FREYmJiY6hKTMTRo8m9/XXyX3+ebjwQnQ6HTqdDoDq6mqjaX3NdFWVIU55VVUVil4Px45R/dprKJdeCtOnk/PKK1QePdqiJp1Ox5EjRzh6Zl1HqSd7tT1FUdi/fz8nz/yrs7um8nJOLl+O+r//oQ4eTNUtt8CKFaiqSuWZ7VRFMbyQURSFqpppvV7sb8wYit98k5PvvANjxlBQVGSyJkVR2L17N/n5+Q5VT2CftqcoCjt27DDoczZNaW3pmS+xGnXbj73x0HrQMaAj53Y8l/Hdx3Nj3xu5Y+AdPDz8Yf436n8suHgBr41/jTcmvMHbl7zNuxPf5Z2J7/D6+NeZP3Y+c0fM5ZrIa3h42MPcNegubux7I5f3vJwxcWMYGD2QHu17EBkQ6RQO2ebqZfBg2LED6g8e/uMP0Wt22jQ4dMg25TQFR2pjbaUxLfn5MHSosUN23TrHd8i6er3YCruGLzCHGTNmsHTp0gbLN27cyKhRowDhiP3000+ZMWMGUJtkZOHChRQUFHDBBRfw/vvv06NHD5OPWz98wYkTJ4iJiXGpNwKmoiiK1C/1S/1t0J+VBa++Chs2iHmtVjwUpaRAZiZMnmwc0N2RcOf6t6R2Rxp66Whx3ZuK6Z6Xl2ewlewpK5bXPLrZradsc+U9fhy+/Rbtt9+innFmmd2Dtu50fDzKiBFoRo9G07s3+jPHr9FR1y6yp2xt70eNRmO/nrL5+ei3bEH7xx/w55/Ux+Q2cM89qJMmoW3fvtX1pNGInABarVb2lD1T3urqajw9PdFqtU6nqaCggNDQUIe4h7oqrQ1fUNN+XGEIsztq2bVLjOBrjNdfhwsuaHMI+DbhyvWybx/cckvt7/7+Ij+qo46erIsr14s5OHVMWWfAkf5ASyQS1+Dff0Vi6X//NV4+Zw5ceaV9yiSxDY50T3H0uO4ypmzjOE38rvJyERTtq68gOdky+wwOFl1Jhg8X32ecdU5hDxthF3tUVcF//8HWraLO25IEbuhQuP568W0BD4BsH8Y4uz0c6R7qqjhTTFlr4O5ajhwRI/yOH2/428yZcN119ok764r14uHhyQcfaPj009rfxo+HF14QuUicAVesF7eLKetsqKpKYWEhwcHBTt/oWoPUL/VL/ZbRP2CASPJ1/Dj89ZfoJdurl8h346i4c/27qnZnieuuKApJSUkukdnVEjiNPfz8xFumKVNg/35YvRp+/FEETWsthYXw66/iA9CzJ+qgQZwKD6fzpZfiERJikaI7MzZpH9XVYlzrnj0iWde2bW3bX4cOMH26uAmGhVmkiDU4zfliI6Q9JNbAldqVu2vp2RNWroT0dJEXo25otcWLxSchAR55BM47z3bOQ1erl717U7j99gSj5S+9BHVSMTgFrlYv9tIie8q2QP3wBenp6XTq1Mnthu+CaKhSv9Qv9Uv97qbfktqdtZfP8ePHycvLY/Xq1bzyyits3rwZgO7duxMQEACIuO7z589nypQpALz88su89NJLLF26lLi4OJ5++mn27t3LwYMH8fX1bfGYzmorSTOUl4v4LT/8IMZKWpoePaB/f/Hp18/iDj63paxMONZ37xZBCPfsscx+b7oJLr1UZL6USExA3hesj7SxpC5lZSJZcVMDnGbOFMmpIiJsWy5nZs0amDvXeNnatdKGzowMX2Bl5I1JIpFIJJbCWe8p9ojrXjd8ga+vL97e3i7VU7m1qKpKVVWV89vj5EmRxeKXX9oU3kAFQyzVBtbo2BH69Kn99O4NgYFtKbXD0+b2UVEBR4/CwYPis3WryEBiKa68UnQFGjAAbNATxWXOFwvh7PZw1nuoM9Ha8AXO3K7qIrU0jqKIQREvvgiN5Wv18hJhD8aOFTFRLY0r1EteHowbB1AbA/6iizTMn2/feL1twRXqpYa2aJFOWStTv6dsQUEBISEhbtdTDERvMalf6pf6pX53029J7fIPpenU2CovL4/s7Gy6devm9EOjLIFerycpKcm17JGUJEISrFtnnHrYBFSgsqICH1/fhk7ZxujSRYy97NZNfOLjRXpjT9eI6GVy+9Drha2TksQnOVn0gG1LPNimuOYauOgi0YPZxvcPlzxf2oCz20PeQ61Pa2zs7O2qLlJLy+TliXDxixc3/nuXLnDXXSL8u6UctM5cL3o9PP44bNxYs0SloqKS5cu96NvXubTUx5nrpT5t0SKdslamvlP29OnTREVFuZ1TAoRjQuqX+qV+qd/d9FtSu/xDaTrSVm6IqoosI5s2wZ9/imlb0b27+CfZubPxJzLSJj06rYJOJ4KWp6cLB+zJk2L62DFIS7PeccPDRViCCy6Avn2dtwuQxOGQ9wXrI20sMRVVFTkeP/igYfLiGqKi4M474cILXX6gSgNUFd54A5YvN15++eXw1FPy1uhKSKeslZE3JolEIpFYCnlPMZ264Qu8vb3x9fV1+qFRlkBVVSoqKtzDHhkZsHmzcNJu3droKiqgKgoarda0nrKtITpaBHsLDxefDh1qv4ODxT/N4GCR3MzadaKqUFoKRUVQXAwFBaJ3a04OZGejZmejz8jA4/hxNCUl1i1LXc4/H0aMEN8dO9ruuC3gVueLCTi7PeQ91Pq0NnyBM7erukgtraOqSiQvfuMNOH266fVuvx1GjhQDVswpkjPVS1UV/O9/YvBPXbRaEbEpNNR5tLSEM9VLS7RFS1vvTa4xVstGKIpCXl4eYWFhbtdTDKR+qV/ql/rdU787a3cEahKtxcXFOf3QKEvgVvbo2FEMfb/mGpEkbPdu2L5dBLZLTDSsVlVdjY+Pj/XKceqU+JhCUBCEhIgxmz4+4uPrK769vcV3U9cRRYHKSvGpqhLxXWvmi4pEr1e9vsUi6Cor8bCmPQDOPluMTR04UEx7e1v3eK3Erc4XE5D2kFgDV2pXUkvr8PaGMWPEp6xMDHZ5//2GDtqPPhIfgLPOgmuvhfPOa/ldnjPUy8GDcM894nZdnxUrRLQkAL3e8bWYijPUi6nYU4vsKdsC9cMXZGZmEhkZ6ZZ/zBVFkfqlfqlf6nc7/ZbULnv5mI60laRZ8vJgxw7hpN27F1JS7F0i16ZvX/HPedAgOPdc0StYIrEx8r5gfaSNJZakslLcqpcvF7fr5ujTB664QtxqunZ1juH9KSnw0ktNh29YvhxMzG8rcWJk+AIrI29MEolEIrEU8p5iOnXDF3h4eNCuXTunHxplCVRVpbS0VNrjDAZ76HRo9u0TDtr//hPfOp29i2dzVMSLJG1bwjkEB4tesOecIz4JCU6bCE2eL8Y4uz3kPdT6tDZ8gTO3q7pILdYsDxw+LCISLVpk2jZjx4rbUc+eKuHhpYSG2ldLTo7IS/rBB2IwS2Ocdx68+qq4lTaGo9VLW5BaBDJ8gQ1RFIWcnBw6dOjgdj3FQOqX+qV+qd899buzdkdAVVWysrLo2rWr0z/wWQJpD2OM7HHhhSKbCAiHbGqqSBZ2+LD4Pniw6X9RLoSuuhpvU8MXdO0quif16FH7CQmxZvFsijxfjJH2kFgDV2pXUov10Gigd2/xuf12EaVn717hpK2fDKuG334TH4DKSi9DRKCa6DmdOokQ7xERwglqKZnFxXDihHjH+9tv4rs5PDxEPN3hw1vet6PVS1uQWiyD7CnbAvXDF7jzH3N3d0xI/VK/1O+e+i2pXfbyMR1pK4nFURQRGzY5WThsaz5JSSJ5liuTkABxcRAbKz5xceLjoLFgJZLGkPcF6yNtLLEXOp0IF793L6xZI96jtoWwMJGPs317aNdOhHQH0WO3uhpKSgw5MikoMH//CQnwyCOiZ6yT+yMlbUSGL7Ay8sYkkUgkEksh7ymmUzd8gUajITAw0OnfwlsCVVUpLi6W9jiDReyhquIfWVoaZGSIzCR1v9PTRWA8R6ZLF4iORo2MpCIkBN+uXdFERYnl4eFu+49Rni/GOLs95D3U+rQ2fIEzt6u6SC2ORUWFiNuamKiyZUsVf/3lTWWlfbQMHgzTpsGQIaK3bmtxhXqpQWoRyPAFVqbGZ11UVISiKGRlZREREeF2PcUAqV/ql/qlfrfUb0ntRWdSssr3oaajqioFBQUEBAQ4/QOfJVBVlfz8fGmPM1jEHhoNhIaKT+MHEemk8/NFgrGCAvFdM11WJj6lpcbfVVWg14vv8vLGY9x6eICXl/j4+YmuPP7+oluPv7/xdHCw6PoTFiZCDNRM+/kZnK6qopB14gQxMTFo3Oxa3RjyfDFG2kNiDVypXUktjoWvrwh30LOnyrnnZjB/fgxarQa9HrKyxOCX9HTx/vToUfE5dap1x9JqRQSfmnDq8fHivaa/v2U1uUK91CC1WAbZU7YFTp48SUxMjL2LIZFIJBIX4sSJE3Tu3NnexXBoZI8oiUQikdRF3hda5vLLL2fPnj1kZWURGhrK2LFjefnll4mOjjZpe2ljiUQiMQ/ZU9bKREdHc+LECQIDAykuLiYmJoYTJ0645U2qqKhI6pf6pX6p3+30W1J7zdAYU/8cSWp7ygYHBzv9W3hLoKoqhYWF0h5nkPYwRtrDGGkPY6Q9XJ/Ro0czZ84coqKiSE9P5+GHH+bqq6/m77//ttoxXaldSS2OidTimEgtlkE6ZVtAq9UaejPVVE5QUJDbOSXqIvVL/VK/1O+OWEp7cHCwBUrjPtQ4soOCgpz+gc8SSHsYI+1hjLSHMdIexkh7uD4PPPCAYTo2NpbHH3+cyZMnU11djZeXl1WO6UrtSmpxTKQWx0RqsQzSKSuRSCQSicRh0Wq1MoxQHaQ9jJH2MEbawxhpD2OkPdyLvLw8li1bxvDhw63mkAXXaldSi2MitTgmUouFjm2Xo0okEolEIpGYgKIo5OXloSiKvYviEEh7GCPtYYy0hzHSHsZIe7gHjz32GO3ataN9+/YcP36cH374ocl1KysrKSoqMvoAhjaiKEqL0zqdjtzcXMOympQ1daf1en2z06qqNpgGmp2uOX5T06aUvf60TqcjLy8PnU7XqA5n0qQoCjk5OejOJJlsSoczaKrfxuqu42ya6raxptZxFk2KopCbm2vUxpxVk06nIycnp9E2ZoqmtiCdsmbg4+PD3Llz8fHxsXdR7ILUL/VL/VK/O+p3Z+2OQnl5ub2L4FBIexgj7WGMtIcx0h7GSHs4H48//jgajabZz+HDhw3rP/LII+zevZt169bh4eHB9OnTDc6D+syfP5/g4GDDp6anWFZWFgA5OTnk5OQAkJmZSV5eHgCnT5+moKAAgPT0dHJzcwGRyLS4uBiA1NRUSktLAUhJSaGiogKApKQkqqqqAEhMTDQ4pxITEw1Oq8TERACqqqpISkoCoKKigpSUFABKS0tJTU0FoLi4mBMnTgBQWFhIeno6AAUFBZw+fRoQvYYzMzNN0lReXk56ejqFhYUuo6mmnpxVU1ZWlqFNuoKm8vJysrKyXKKeMjMzXbrtmaLp5MmTtAWN2tQVWiKRSCQSicROyAzQEolEIqmLu94XsrOzDU7PpoiPj8fb27vB8pMnTxITE8Pff//NsGHDGvxeWVlJZWWlYb4muWl+fj4hISGGHmBarbbZ6RrncFPTer0erVbb5DSI3mZ1pz08PAy92hqbVlUVrVbb5LSpZZeapCapSWpqi6aCggJCQ0NbfW+SMWUlEolEIpE4LIoiht+FhYUZHsTcGUURw4+lPQTSHsZIexgj7WGMtIdzEh4eTnh4eKu2rXEi1HW81sXHx6fRkUA17aNuO2lqGiA3N7dBu6o77eHh0appjUbT5HRNMp6mpk0pe/3pus8cLe3H0TXVPd9N3dZRNQGNXrucUVNjz7XOqqk1bcxRNUHr21hb76fSKSuRSCQSicShqa6utncRHAppD2OkPYyR9jBG2sMYaQ/XZdu2bezYsYMLLriA0NBQkpKSePrpp+nWrVujvWQtiSu1K6nFMZFaHBOppe3I8AUSiUQikUgcDncdpiqRSCSSxpH3hebZt28f9913H//99x+lpaVERUUxYcIEnnrqKTp16mTSPqSNJRKJxDzaet2U41YkEolEIpE4LIqikJWV1ebMpq6CtIcx0h7GSHsYI+1hjLSHa3POOeewYcMGcnNzDQlvPvjgA5Mdsq3FldqV1OKYSC2OidRiGaRTthlSU1O59dZbiYuLw8/Pj27dujF37lxDJrimqKio4O6776Z9+/YEBARw1VVXGTK5ORsvvvgiw4cPx9/fn5CQEJO2mTFjRoOMoBMmTLBuQa1Ea/SrqsozzzxDVFQUfn5+jB071pAd0NnIy8vjhhtuICgoiJCQEG699VZKSkqa3WbUqFEN6v+OO+6wUYnbxnvvvUfXrl3x9fVlyJAhbN++vdn1v/nmG3r16oWvry/nnHMOa9eutVFJrYM5+pcsWdKgnn19fW1YWsuxadMmJk2aRHR0NBqNhu+//77Fbf744w/69++Pj48P3bt3Z8mSJVYvp0QikUgkEolEIpFIXAfplG2Gw4cPoygKH330EQcOHOCNN97gww8/ZM6cOc1u98ADD/Djjz/yzTff8Oeff3Lq1CmuvPJKG5XaslRVVXHNNddw5513mrXdhAkTOH36tOHz5ZdfWqmE1qU1+hcsWMDbb7/Nhx9+yLZt22jXrh3jx4+noqLCiiW1DjfccAMHDhxg/fr1/PTTT2zatInZs2e3uN2sWbOM6n/BggU2KG3b+Prrr3nwwQeZO3cuu3bt4txzz2X8+PFkZWU1uv7ff//Nddddx6233sru3buZPHkykydPZv/+/TYuuWUwVz9AUFCQUT2npaXZsMSWo7S0lHPPPZf33nvPpPVTUlK49NJLGT16NHv27OH+++/ntttu49dff7VySd0TrVZLRESETEpzBmkPY6Q9jJH2MEbawxhpD4k1cKV2JbU4JlKLYyK1WAYZU9ZMXnnlFT744AOSk5Mb/b2wsJDw8HCWL1/O1VdfDQjnbu/evdm6dStDhw61ZXEtxpIlS7j//vspKChocd0ZM2ZQUFBgUm8zZ8FU/aqqEh0dzUMPPcTDDz8MiDYRGRnJkiVLuPbaa21QWstw6NAh+vTpw44dOxg4cCAAv/zyCxMnTuTkyZNER0c3ut2oUaPo168fb775pg1L23aGDBnCoEGDePfddwExhCEmJob/+7//4/HHH2+w/rRp0ygtLeWnn34yLBs6dCj9+vXjww8/tFm5LYW5+s25JjgTGo2GVatWMXny5CbXeeyxx1izZo2RA/7aa6+loKCAX375xQaldA8KCwsJCQkhLS2NiooKl3noays1w6ukPQTSHsZIexgj7WGMs9ujqKiImJgYCgoKCA4OtndxXJKae++JEydMjo3o7O2qLlKLYyK1OCZSi6Ct9yZPs7dwcwoLCwkLC2vy93///Zfq6mrGjh1rWNarVy+6dOni1E5Zc/njjz+IiIggNDSUMWPG8MILL9C+fXt7F8vqpKSkkJGRYVT/wcHBDBkyhK1btzqVU3br1q2EhIQYHLIAY8eORavVsm3bNqZMmdLktsuWLeOLL76gY8eOTJo0iaeffhp/f39bFLtVVFVV8e+///LEE08Ylmm1WsaOHcvWrVsb3Wbr1q08+OCDRsvGjx/vlC8jWqMfoKSkhNjYWBRFoX///sybN4+zzjrLFkW2K1u3bjU6x0HU/f3332+fArkoxcXFAMTGxtq5JBKJRCJxJIqLi6VT1krU3HtjYmLsXBKJRCJxLlp7b5JOWTM4duwY77zzDq+++mqT62RkZODt7d0g/mhkZCQZGRlWLqFjMGHCBK688kri4uJISkpizpw5XHLJJWzduhUPDw97F8+q1NRxZGSk0XJnrP+MjAwiIiKMlnl6ehIWFtasluuvv57Y2Fiio6PZu3cvjz32GEeOHGHlypXWLnKrycnJQa/XN1pvhw8fbnSbjIwMl6hnaJ3+nj17snjxYvr27UthYSGvvvoqw4cP58CBA3Tu3NkWxbYbTdV9UVER5eXl+Pn52alkrkV0dDQnTpxAVVW6dOliVq8dV6bmbby0h0DawxhpD2OkPYxxdnuoqkpxcXGTo7Ukbafm3hsYGIhGozFpG2dvV3WRWhwTqcUxkVoEbb03uaVT9vHHH+fll19udp1Dhw7Rq1cvw3x6ejoTJkzgmmuuYdasWdYuolVpjX5zqNsb9JxzzqFv375069aNP/74g4suuqhV+7Qk1tbv6Jiqv7XUjTl7zjnnEBUVxUUXXURSUhLdunVr9X4ljsWwYcMYNmyYYX748OH07t2bjz76iOeff96OJZO4Clqtls6dO1NUVASIGMbO/sBnSaQ9jJH2MEbawxhpD2Oc2R6yh6x1qbn3tgZnblf1kVocE6nFMZFa2nZvckun7EMPPcSMGTOaXSc+Pt4wferUKUaPHs3w4cNZuHBhs9t17NiRqqoqCgoKjHrLZmZm0rFjx7YU22KYq7+txMfH06FDB44dO+YQTllr6q+p48zMTKKiogzLMzMz6devX6v2aWlM1d+xY8cGSZ50Oh15eXlmteUhQ4YAoqe5ozplO3TogIeHB5mZmUbLmztvO3bsaNb6jkxr9NfHy8uL8847j2PHjlmjiA5FU3UfFBQke8lKJBKJRCKRSCQSicQk3NIpGx4eTnh4uEnrpqenM3r0aAYMGMCnn37aYtDfAQMG4OXlxe+//85VV10FwJEjRzh+/LhRrzJ7Yo5+S3Dy5Elyc3ONnJT2xJr64+Li6NixI7///rvBCVtUVMS2bdu48847rXJMczFV/7BhwygoKODff/9lwIABAGzYsAFFUQyOVlPYs2cPgMPUf2N4e3szYMAAfv/9d0OCJ0VR+P3337nnnnsa3WbYsGH8/vvvRnFE169f7zDnuTm0Rn999Ho9+/btY+LEiVYsqWMwbNgw1q5da7TMWeteIpFIJBKJRCKRSCT2wblTpFmZ9PR0Ro0aRZcuXXj11VfJzs4mIyPDKGZkeno6vXr1Yvv27YDotnzrrbfy4IMPsnHjRv79919uueUWhg0b5pRJvo4fP86ePXs4fvw4er2ePXv2sGfPHkpKSgzr9OrVi1WrVgEi8c8jjzzCP//8Q2pqKr///jtXXHEF3bt3Z/z48faS0WrM1a/RaLj//vt54YUXWL16Nfv27WP69OlER0c3m83dEenduzcTJkxg1qxZbN++nS1btnDPPfdw7bXXGuKl1G//SUlJPP/88/z777+kpqayevVqpk+fzogRI+jbt6895bTIgw8+yKJFi1i6dCmHDh3izjvvpLS0lFtuuQWA6dOnGyXCuu+++/jll1947bXXOHz4MP/73//YuXOnyU5MR8Nc/c899xzr1q0jOTmZXbt2ceONN5KWlsZtt91mLwmtpqSkxHBug0jYV3PeAzzxxBNMnz7dsP4dd9xBcnIyjz76KIcPH+b9999nxYoVPPDAA/Yovsvj4+PD3Llz8fHxsXdRHAJpD2OkPYyR9jBG2sMYaQ+JNXCldiW1OCZSi2MitVgIVdIkn376qQo0+qkhJSVFBdSNGzcalpWXl6t33XWXGhoaqvr7+6tTpkxRT58+bQcFbefmm29uVH9dvYD66aefqqqqqmVlZeq4cePU8PBw1cvLS42NjVVnzZqlZmRk2EdAGzFXv6qqqqIo6tNPP61GRkaqPj4+6kUXXaQeOXLE9oW3ALm5uep1112nBgQEqEFBQeott9yiFhcXG36v3/6PHz+ujhgxQg0LC1N9fHzU7t27q4888ohaWFhoJwXm8c4776hdunRRvb291cGDB6v//POP4beRI0eqN998s9H6K1asUHv06KF6e3urZ511lrpmzRobl9iymKP//vvvN6wbGRmpTpw4Ud21a5cdSt12Nm7c2Oh5XqP35ptvVkeOHNlgm379+qne3t5qfHy80TVAIpFIJBKJRCKRSCSSltCoqqrazAMskUgkEolEIpFIJBKJRCKRSCRujgxfIJFIJBKJRCKRSCQSiUQikUgkNkQ6ZSUSiUQikUgkEolEIpFIJBKJxIZIp6xEIpFIJBKJRCKRSCQSiUQikdgQ6ZSVSCQSiUTiULz44osMHz4cf39/QkJCTNpmxowZaDQao8+ECROsW1Ab0Rp7qKrKM888Q1RUFH5+fowdO5bExETrFtRG5OX9f3v3HlN1/cdx/AUmYBp4AUVKFCXRKYrJIFwTmE5Il9LK8o6mKKZ5a1K2OZdzavormebU/hADzUuWuSGuDCHdQCIUNZpuMrxBmOm8X0jO5/dHi428cYBzvgd6Pjb+4HO+X3h9PufLeX958+V7rmr8+PHy9vZW27ZtNXXqVN26deuJ+8TExDx0fCQnJzspceNav369unXrJi8vL0VGRurnn39+4vZff/21evXqJS8vL4WGhiorK8tJSZ3DnvXYsmXLQ8eBl5eXE9M6zqFDh/Taa68pICBAbm5u+u677566T25url566SV5enoqODhYW7ZscXhONG/dunV76Gds5cqVVsdqkPv37yssLExubm4qLi62Ok69jBw5UoGBgfLy8lLnzp01ceJEVVRUWB3LbmfPntXUqVMVFBSkVq1aqUePHlqyZImqqqqsjlYv9Tm/cxX2nou4qvrUzsZGUxYAALiUqqoqjR49WjNnzrRrv/j4eP3+++81H9u3b3dQQueqz3qsWrVKa9eu1caNG1VQUKDWrVsrLi5O9+7dc2BS5xg/frxKSkp04MABZWZm6tChQ5o+ffpT90tKSqp1fKxatcoJaRvXzp07tWDBAi1ZskRHjx5V//79FRcXpz/++OOR2+fl5Wns2LGaOnWqjh07poSEBCUkJOjXX391cnLHsHc9JMnb27vWcXDu3DknJnac27dvq3///lq/fn2dti8rK9OIESMUGxur4uJizZs3T9OmTdP333/v4KRo7pYuXVrrZ+y9996zOlKDpKSkKCAgwOoYDRIbG6tdu3bp9OnT+uabb1RaWqo333zT6lh2O3XqlGw2mzZt2qSSkhKtWbNGGzdu1EcffWR1tHqp7/mu1epTe12VvbXTIQwAAIALSktLMz4+PnXaNjEx0YwaNcqheaxW1/Ww2WzG39/frF69umbs2rVrxtPT02zfvt2BCR3vt99+M5JMYWFhzdj+/fuNm5ubKS8vf+x+0dHRZu7cuU5I6FgRERFm1qxZNZ9XV1ebgIAAs2LFikdu/9Zbb5kRI0bUGouMjDQzZsxwaE5nsXc97HlNacokmT179jxxm5SUFNOnT59aY2+//baJi4tzYDI0d127djVr1qyxOkajycrKMr169TIlJSVGkjl27JjVkRrF3r17jZubm6mqqrI6SoOtWrXKBAUFWR2jQZpabbK39jYVdamdjsCVsgAAoFnIzc1Vx44dFRISopkzZ+rKlStWR7JEWVmZKisrNXTo0JoxHx8fRUZGKj8/38JkDZefn6+2bdsqPDy8Zmzo0KFyd3dXQUHBE/fdtm2bfH191bdvXy1atEh37txxdNxGVVVVpaKiolrPq7u7u4YOHfrY5zU/P7/W9pIUFxfX5I8DqX7rIUm3bt1S165d1aVLF40aNUolJSXOiOtymvOxAWutXLlSHTp00IABA7R69Wo9ePDA6kj1cunSJSUlJSkjI0PPPvus1XEazdWrV7Vt2zYNGjRILVu2tDpOg12/fl3t27e3OsZ/Rn1rLx6PpiwAAGjy4uPjlZ6eruzsbH3yySf66aef9Oqrr6q6utrqaE5XWVkpSerUqVOt8U6dOtU81lRVVlaqY8eOtcaeeeYZtW/f/olzGzdunLZu3aqcnBwtWrRIGRkZmjBhgqPjNqo///xT1dXVdj2vlZWVzfI4kOq3HiEhIdq8ebP27t2rrVu3ymazadCgQbp48aIzIruUxx0bN27c0N27dy1KhaZuzpw52rFjh3JycjRjxgwtX75cKSkpVseymzFGkydPVnJycq0/AjZlH3zwgVq3bq0OHTro/Pnz2rt3r9WRGuzMmTNat26dZsyYYXWU/4z61F48GU1ZAADgcB9++OFDb/7x749Tp07V++uPGTNGI0eOVGhoqBISEpSZmanCwkLl5uY23iQakaPXo6lx9HpMnz5dcXFxCg0N1fjx45Wenq49e/aotLS0EWcBVxcVFaVJkyYpLCxM0dHR+vbbb+Xn56dNmzZZHQ1wWfa8Pi9YsEAxMTHq16+fkpOT9emnn2rdunW6f/++xbP4W13nsm7dOt28eVOLFi2yOvJj2Vs3Fy5cqGPHjumHH35QixYtNGnSJP39H9vWq885QHl5ueLj4zV69GglJSVZlPxhnN/BXs9YHQAAADR/77//viZPnvzEbbp3795o36979+7y9fXVmTNnNGTIkEb7uo3Fkevh7+8v6e9/vezcuXPN+KVLlxQWFlavr+lodV0Pf3//h95I4sGDB7p69WrNvOsiMjJS0t9X2fTo0cPuvFbw9fVVixYtdOnSpVrjly5deuzc/f397dq+KanPevxby5YtNWDAAJ05c8YREV3a444Nb29vtWrVyqJUcEUNqVeRkZF68OCBzp49q5CQEAeks09d53Lw4EHl5+fL09Oz1mPh4eEaP368vvzySwemrBt7nxdfX1/5+vqqZ8+e6t27t7p06aIjR44oKirKwUmfzt65VFRUKDY2VoMGDdIXX3zh4HT2cfb5rrM1Ru1FbTRlAdTb5cuXFRoaqjlz5tS862VeXp5iYmK0f/9+l2yEALCGn5+f/Pz8nPb9Ll68qCtXrtRqSroSR65HUFCQ/P39lZ2dXdOEvXHjhgoKClz2HX7ruh5RUVG6du2aioqKNHDgQEnSwYMHZbPZahqtdVFcXCxJLnt8PIqHh4cGDhyo7OxsJSQkSJJsNpuys7M1e/bsR+4TFRWl7OxszZs3r2bswIEDLvFLeEPVZz3+rbq6WidPntTw4cMdmNQ1RUVFKSsrq9ZYczk20LgaUq+Ki4vl7u7+0G1nrFLXuaxdu1bLli2r+byiokJxcXHauXOnXbXGkRryvNhsNklymSuY7ZlLeXm5YmNjNXDgQKWlpcnd3bX++dvZ57vO1hi1F7XRlAVQb35+ftq8ebMSEhI0bNgwhYSEaOLEiZo9ezYNWQD1dv78eV29elXnz59XdXV1TQMtODhYbdq0kST16tVLK1as0Ouvv65bt27p448/1htvvCF/f3+VlpYqJSVFwcHBiouLs3AmjcPe9XBzc9O8efO0bNkyvfjiiwoKCtLixYsVEBBQcwLdVPXu3Vvx8fFKSkrSxo0b9ddff2n27NkaM2aMAgICJP39C9uQIUOUnp6uiIgIlZaW6quvvtLw4cPVoUMHnThxQvPnz9fgwYPVr18/i2dknwULFigxMVHh4eGKiIhQamqqbt++rSlTpkiSJk2apOeff14rVqyQJM2dO1fR0dH69NNPNWLECO3YsUO//PKLy11ZVF/2rsfSpUv18ssvKzg4WNeuXdPq1at17tw5TZs2zcppNIpbt27VuuK3rKxMxcXFat++vQIDA7Vo0SKVl5crPT1dkpScnKzPP/9cKSkpeuedd3Tw4EHt2rVL+/bts2oKaOLy8/NVUFCg2NhYPffcc8rPz9f8+fM1YcIEtWvXzup4dgkMDKz1+T+1tkePHnrhhResiFRvBQUFKiws1CuvvKJ27dqptLRUixcvVo8ePZrcH2HKy8sVExOjrl276n//+58uX75c81hTvEqzLud3ruhptbcpeVrtdAoDAA307rvvmp49e5px48aZ0NBQc+/ePasjAWjCEhMTjaSHPnJycmq2kWTS0tKMMcbcuXPHDBs2zPj5+ZmWLVuarl27mqSkJFNZWWnNBBqZvethjDE2m80sXrzYdOrUyXh6epohQ4aY06dPOz+8A1y5csWMHTvWtGnTxnh7e5spU6aYmzdv1jxeVlZWa33Onz9vBg8ebNq3b288PT1NcHCwWbhwobl+/bpFM2iYdevWmcDAQOPh4WEiIiLMkSNHah6Ljo42iYmJtbbftWuX6dmzp/Hw8DB9+vQx+/btc3Jix7JnPebNm1ezbadOnczw4cPN0aNHLUjd+HJych75OvHP/BMTE010dPRD+4SFhRkPDw/TvXv3Wq8hgL2KiopMZGSk8fHxMV5eXqZ3795m+fLlzeL3gn/qyrFjx6yOYrcTJ06Y2NjYmhrYrVs3k5ycbC5evGh1NLulpaU98nWuqba16nJ+56qeVHubkqfVTmdwM8ZF7u4MoMm6e/eu+vbtqwsXLqioqEihoaFWRwIAAAAAAHBZrnUDDgBNUmlpqSoqKmSz2XT27Fmr4wAAAAAAALg0rpQF0CBVVVWKiIhQWFiYQkJClJqaqpMnT7rMDf0BAAAAAABcDU1ZAA2ycOFC7d69W8ePH1ebNm0UHR0tHx8fZWZmWh0NAAAAAADAJXH7AgD1lpubq9TUVGVkZMjb21vu7u7KyMjQ4cOHtWHDBqvjAQAAAAAAuCSulAUAAAAAAAAAJ+JKWQAAAAAAAABwIpqyAAAAAAAAAOBENGUBAAAAAAAAwIloygIAAAAAAACAE9GUBQAAAAAAAAAnoikLAAAAuJjLly/L399fy5cvrxnLy8uTh4eHsrOzLUwGAIDjUQfxX+BmjDFWhwAAAABQW1ZWlhISEpSXl6eQkBCFhYVp1KhR+uyzz6yOBgCAw1EH0dzRlAUAAABc1KxZs/Tjjz8qPDxcJ0+eVGFhoTw9Pa2OBQCAU1AH0ZzRlAUAAABc1N27d9W3b19duHBBRUVFCg0NtToSAABOQx1Ec8Y9ZQEAAAAXVVpaqoqKCtlsNp09e9bqOAAAOBV1EM0ZV8oCAAAALqiqqkoREREKCwtTSEiIUlNTdfLkSXXs2NHqaAAAOBx1EM0dTVkAAADABS1cuFC7d+/W8ePH1aZNG0VHR8vHx0eZmZlWRwMAwOGog2juuH0BAAAA4GJyc3OVmpqqjIwMeXt7y93dXRkZGTp8+LA2bNhgdTwAAByKOoj/Aq6UBQAAAAAAAAAn4kpZAAAAAAAAAHAimrIAAAAAAAAA4EQ0ZQEAAAAAAADAiWjKAgAAAAAAAIAT0ZQFAAAAAAAAACeiKQsAAAAAAAAATkRTFgAAAAAAAACciKYsAAAAAAAAADgRTVkAAAAAAAAAcCKasgAAAAAAAADgRDRlAQAAAAAAAMCJaMoCAAAAAAAAgBP9H2K3dMpxA0ziAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 1400x800 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axes = plt.subplots(2, 3, figsize=(14, 8), constrained_layout=True)\n",
    "axes = axes.flatten()\n",
    "colors = [\"red\", \"blue\", \"green\"]\n",
    "labels = [r\"$\\rm \\vec{r}_1$\", r\"$\\rm \\vec{r}_2$\", r\"$\\rm \\vec{r}_3$\"]\n",
    "\n",
    "for k, i in enumerate(sims):\n",
    "    ax = axes[k]\n",
    "    Loes = Loes_i[i]\n",
    "    \n",
    "    # Die 3 Körper plotten\n",
    "    for j in range(3):\n",
    "        ax.plot(Loes.y[j*3], Loes.y[j*3+1], color=colors[j], alpha=0.8)\n",
    "    \n",
    "    ax.set_aspect('equal')\n",
    "    ax.set_title(f\"Konfiguration {i}\", fontsize=14)\n",
    "    ax.set_xlabel(\"x\")\n",
    "    ax.set_ylabel(\"y\")\n",
    "    ax.grid(True, linestyle=':', alpha=0.5)\n",
    "\n",
    "fig.legend(labels, loc='upper center', ncol=3, bbox_to_anchor=(0.5, 1.05), frameon=False, fontsize=14)\n",
    "\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Wir betrachten uns die Simulation der oberen, mittleren Abbildung genauer und stellen diese in einer Animation dar."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<video width=\"1100\" height=\"500\" controls autoplay loop>\n",
       "  <source type=\"video/mp4\" src=\"data:video/mp4;base64,AAAAIGZ0eXBNNFYgAAACAE00ViBpc29taXNvMmF2YzEAAAAIZnJlZQABvhBtZGF0AAACrwYF//+r\n",
       "3EXpvebZSLeWLNgg2SPu73gyNjQgLSBjb3JlIDE2NCByMzEwOCAzMWUxOWY5IC0gSC4yNjQvTVBF\n",
       "Ry00IEFWQyBjb2RlYyAtIENvcHlsZWZ0IDIwMDMtMjAyMyAtIGh0dHA6Ly93d3cudmlkZW9sYW4u\n",
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       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "idx = 3\n",
    "Loes = Loes_i[idx]\n",
    "set_m, u_0 = u0_Article_1(idx)\n",
    "r_S, R, Vr = Transf_S(Loes,set_m)\n",
    "ani = create_animation_short(Loes, R, Vr, r_S, N)\n",
    "HTML(ani.to_html5_video())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Wir betrachten uns nun die Simulation der unteren, linken Abbildung genauer (siehe voriges Übersichtsdiagramm) und stellen diese ebenfalls in einer Animation dar."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "AAAAAExhdmY2MC4xNi4xMDA=\n",
       "\">\n",
       "  Your browser does not support the video tag.\n",
       "</video>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 43,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "idx = 5\n",
    "Loes = Loes_i[idx]\n",
    "set_m, u_0 = u0_Article_1(idx)\n",
    "r_S, R, Vr = Transf_S(Loes,set_m)\n",
    "ani = create_animation_short(Loes, R, Vr, r_S, N)\n",
    "HTML(ani.to_html5_video())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Der Verlauf der Trajektorien, sowohl im Konfigurationsraum, als auch in den radialen Phasenräumen der Körper, sieht bei dieser Bewegung komplizierter aus. Wir betrachten zusätzlich noch den Verlauf der Energie- und Drehimpulskomponenten."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {},
   "outputs": [],
   "source": [
    "E_kin, E_pot = E(Loes, set_G, set_m)\n",
    "Lj, L = L_g_short(Loes, set_m)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1100x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(11, 5))\n",
    "plt.xlabel(\"t\")\n",
    "plt.ylabel(r\"Energie $E$\")\n",
    "plt.plot(Loes.t, E_kin + E_pot,c=\"black\", label=r\"Gesamtenergie $E$\")\n",
    "plt.plot(Loes.t, E_kin,c=\"brown\", label=r\"kinetische Energie $E_{kin}$\")\n",
    "plt.plot(Loes.t, E_pot,c=\"orange\", label=r\"potentielle Energie $E_{pot}$\")\n",
    "plt.legend(loc='upper right',fontsize=12);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1100x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(11, 5))\n",
    "plt.xlabel(r\"t\")\n",
    "plt.ylabel(r\"$L_x, L_y, L_z$\")\n",
    "plt.plot(Loes.t, L[:,0],c=\"brown\", label=r\"Gesamter Drehimpuls $L_x $\")\n",
    "plt.plot(Loes.t, L[:,1],c=\"orange\", label=r\"Gesamter Drehimpuls $L_y $\")\n",
    "plt.plot(Loes.t, L[:,2],c=\"black\", label=r\"Gesamter Drehimpuls $L_z$\")\n",
    "plt.plot(Loes.t, Lj[:,0,2],c=\"red\", label=r\"Drehimpuls $L_{1z}$\")\n",
    "plt.plot(Loes.t, Lj[:,1,2],c=\"blue\", label=r\"Drehimpuls $L_{2z}$\")\n",
    "plt.plot(Loes.t, Lj[:,2,2],c=\"green\", label=r\"Drehimpuls $L_{3z}$\")\n",
    "plt.legend(loc='upper right',fontsize=10);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Wir betrachten nun abschließend die Simulation der unteren, rechten Abbildung genauer (siehe voriges Übersichtsdiagramm) und stellen diese ebenfalls in einer Animation dar."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "\">\n",
       "  Your browser does not support the video tag.\n",
       "</video>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 47,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "idx = 7\n",
    "Loes = Loes_i[idx]\n",
    "set_m, u_0 = u0_Article_1(idx)\n",
    "r_S, R, Vr = Transf_S(Loes,set_m)\n",
    "ani = create_animation_short(Loes, R, Vr, r_S, N)\n",
    "HTML(ani.to_html5_video())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Das Dreikörperproblem und chaotische Bewegungen"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Alle bisher dargestellten Bewegungen waren aufgrund der speziellen Wahl der Anfangswerte von periodischer, regulärer Struktur, wobei einige (z.B. die dargestellten elliptischen Lagrange-Lösungen) nach einiger Zeit chaotisches Verhalten zeigen. Bewegungen von Dreikörper-Systemen mit gleichen Massenwerten sind in der Regel chaotisch und wir möchten nun ein weiteres Beispiel einer chaotischen Bewegung im Detail vorstellen und verwenden dazu die folgenden Anfangswerte:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Anfangswerte einer chaotischen Bewegung\n",
    "set_m = [1,1,1]\n",
    "set_G = 1\n",
    "r_1_0 = np.array([1, 0, 0])\n",
    "r_2_0 = np.array([-0.5, 0.8, 0])\n",
    "r_3_0 = np.array([-0.5, -0.8, 0])\n",
    "v_1_0 = np.array([0, 0.5, 0])\n",
    "v_2_0 = np.array([0.2, -0.1, 0])\n",
    "v_3_0 = np.array([-0.2, -0.4, 0])\n",
    "u_0 = np.concatenate([r_1_0, r_2_0, r_3_0, v_1_0, v_2_0, v_3_0])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Wir lösen das Anfangswertproblem im Bereich $t \\in [0,25]$ unter Verwendung von $N=10000$ zeitlichen Gitterpunkten, setzen den relativen und absoluten Fehler (rtol und atol) auf $10^{-9}$ und stellen uns die Bewegung wieder in einer Animation dar."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [
    {
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       "AAACpAAAAYAAAAGaAAADcwAAAokAAAG2AAABXgAAArgAAAF8AAACUQAAAe0AAAFKAAABcAAAAlkA\n",
       "AAE8AAABpwAAABRzdGNvAAAAAAAAAAEAAAAwAAAAYnVkdGEAAABabWV0YQAAAAAAAAAhaGRscgAA\n",
       "AAAAAAAAbWRpcmFwcGwAAAAAAAAAAAAAAAAtaWxzdAAAACWpdG9vAAAAHWRhdGEAAAABAAAAAExh\n",
       "dmY2MC4xNi4xMDA=\n",
       "\">\n",
       "  Your browser does not support the video tag.\n",
       "</video>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 49,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fehler = 1e-9\n",
    "t_span = [0,25]\n",
    "N = 10000\n",
    "tval = np.linspace(0, t_span[1], N)\n",
    "Loes = solve_ivp(DGLsys, t_span, u_0, t_eval=tval, args=(set_G,set_m), rtol=fehler, atol=fehler)\n",
    "r_S, R, Vr = Transf_S(Loes,set_m)\n",
    "ani = create_animation_short(Loes, R, Vr, r_S, N)\n",
    "HTML(ani.to_html5_video())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Im Gegensatz zu den bisher betrachteten Bewegungen, sehen nun die Trajektorien der Körper schon am Anfang chaotisch aus und es ist keine einfache Periodizität erkennbar. Zusätzlich separiert sich zum Zeitpunkt $t \\approx 20$ der blaue Körper von den beiden anderen. Um die weitere zeitliche Entwicklung des Systems zu untersuchen, stellen wir Im Folgenden die Trajektorien der Bewegung für einen längeren Zeitraum ($t \\in [0,45]$), unter Verwendung von $N=100000$ zeitlichen Gitterpunkten dar."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "\">\n",
       "  Your browser does not support the video tag.\n",
       "</video>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 50,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fehler = 1e-9\n",
    "t_span = [0,45]\n",
    "N = 100000\n",
    "tval = np.linspace(0, t_span[1], N)\n",
    "Loes = solve_ivp(DGLsys, t_span, u_0, t_eval=tval, args=(set_G,set_m), rtol=fehler, atol=fehler)\n",
    "r_S, R, Vr = Transf_S(Loes,set_m)\n",
    "ani = create_animation_short(Loes, R, Vr, r_S, N, 150)\n",
    "HTML(ani.to_html5_video())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Wie erwartet kehrt der blaue Körper zu einem späteren Zeitpunkt zu den anderen beiden zurück, separiert sich dann jedoch erneut. Wir möchten im Folgenden den chaotischen Charakter der Bewegung genauer studieren und fertigen dazu eine weitere numerische Lösung mit den gleichen Anfangsbedingungen an, jedoch setzen wir nun den relativen und absoluten Fehler (rtol und atol) auf $f=10^{-13}$. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [],
   "source": [
    "fehler = 1e-13\n",
    "t_span = [0,45]\n",
    "N = 100000\n",
    "tval = np.linspace(0, t_span[1], N)\n",
    "Loes1 = solve_ivp(DGLsys, t_span, u_0, t_eval=tval, args=(set_G,set_m), rtol=fehler, atol=fehler)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1100x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "N1 = 0\n",
    "plt.figure(figsize=(11, 5))\n",
    "plt.xlabel(\"t\")\n",
    "plt.ylabel(\"x-Koordinate\")\n",
    "plt.plot(Loes.t[N1:N],Loes.y[1][N1:N],color=\"red\", alpha=0.2, label=r\"$r_{1x}(t), f=10^{-9}$\")\n",
    "plt.plot(Loes1.t[N1:N],Loes1.y[1][N1:N],color=\"red\", linestyle=\":\", label=r\"$r_{1x}(t), f=10^{-13}$\")\n",
    "plt.plot(Loes.t[N1:N],Loes.y[3][N1:N],color=\"blue\", alpha=0.2, label=r\"$\\rm r_{2x}(t), f=10^{-9}$\")\n",
    "plt.plot(Loes1.t[N1:N],Loes1.y[3][N1:N],color=\"blue\", linestyle=\":\", label=r\"$\\rm r_{2x}(t), f=10^{-13}$\")\n",
    "plt.plot(Loes.t[N1:N],Loes.y[6][N1:N],color=\"green\", alpha=0.2, label=r\"$\\rm r_{3x}(t), f=10^{-9}$\")\n",
    "plt.plot(Loes1.t[N1:N],Loes1.y[6][N1:N],color=\"green\", linestyle=\":\", label=r\"$\\rm r_{3x}(t), f=10^{-13}$\")\n",
    "plt.legend(loc='upper left',fontsize=12);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In der oberen Abbildung ist die Bewegung der drei Körper in x-Richtung ($r_{1x}, r_{2x}, r_{3x},$) für die beiden unterschiedlich genauen Simulationen dargestellt, wobei die gepunkteten Kurven die Ergebnisse der Simulation mit rtol=atol=$f=0^{-13}$ und die durchgezogenen, transparenten Kurven die Ergebnisse der Simulation mit rtol=atol=$f=10^{-9}$ darstellen. Man erkennt, dass sich die beiden Simulationen nach dem zweiten Entfernen des blauen Körpers unterscheiden. Die folgende Abbildung verdeutlicht dies nochmals, indem sie diesen Zeitbereich vergrößert."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1100x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "N1 = int(0.88*N)\n",
    "plt.figure(figsize=(11, 5))\n",
    "plt.xlabel(\"t\")\n",
    "plt.ylabel(\"x-Koordinate\")\n",
    "plt.plot(Loes.t[N1:N],Loes.y[1][N1:N],color=\"red\", alpha=0.2, label=r\"$r_{1x}(t), f=10^{-9}$\")\n",
    "plt.plot(Loes1.t[N1:N],Loes1.y[1][N1:N],color=\"red\", linestyle=\":\", label=r\"$r_{1x}(t), f=10^{-13}$\")\n",
    "plt.plot(Loes.t[N1:N],Loes.y[3][N1:N],color=\"blue\", alpha=0.2, label=r\"$\\rm r_{2x}(t), f=10^{-9}$\")\n",
    "plt.plot(Loes1.t[N1:N],Loes1.y[3][N1:N],color=\"blue\", linestyle=\":\", label=r\"$\\rm r_{2x}(t), f=10^{-13}$\")\n",
    "plt.plot(Loes.t[N1:N],Loes.y[6][N1:N],color=\"green\", alpha=0.2, label=r\"$\\rm r_{3x}(t), f=10^{-9}$\")\n",
    "plt.plot(Loes1.t[N1:N],Loes1.y[6][N1:N],color=\"green\", linestyle=\":\", label=r\"$\\rm r_{3x}(t), f=10^{-13}$\")\n",
    "plt.legend(loc='upper left',fontsize=12);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Das chaotische Verhalten der Trajektorien bedeutet auch, dass sich kleine, <i>$\\epsilon$-ähnliche</i> Störungen nach einiger Zeit so aufschaukeln, dass die Bewegung nicht mehr adäquat vorhergesagt werden kann. Dies wollen wir im Folgenden numerisch betrachten, indem wir eine Vergleichrechnung mit rtol=atol=$f=0^{-13}$ machen, bei der der $r_{1x}(t=0)$-Wert der Anfangsbedingungen um ein $\\epsilon$ (hier $\\epsilon=10^{-8}$) verschoben ist. Die untere Abbildung zeigt den Unterschied der simulierten Bewegungen."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [],
   "source": [
    "fehler = 1e-13\n",
    "t_span = [0,45]\n",
    "N = 100000\n",
    "tval = np.linspace(0, t_span[1], N)\n",
    "\n",
    "u_0_eps = list(u_0)\n",
    "u_0_eps[0] = u_0[0] + 1e-8\n",
    "\n",
    "Loes2 = solve_ivp(DGLsys, t_span, u_0_eps, t_eval=tval, args=(set_G,set_m), rtol=fehler, atol=fehler)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1100x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "N1 = 0\n",
    "plt.figure(figsize=(11, 5))\n",
    "plt.xlabel(\"t\")\n",
    "plt.ylabel(\"x-Koordinate\")\n",
    "plt.plot(Loes2.t[N1:N],Loes2.y[1][N1:N],color=\"red\", alpha=0.2, label=r\"$r_{1x}(t), \\epsilon=10^{-8}$\")\n",
    "plt.plot(Loes1.t[N1:N],Loes1.y[1][N1:N],color=\"red\", linestyle=\":\", label=r\"$r_{1x}(t)$\")\n",
    "plt.plot(Loes2.t[N1:N],Loes2.y[3][N1:N],color=\"blue\", alpha=0.2, label=r\"$\\rm r_{2x}(t), \\epsilon=10^{-8}$\")\n",
    "plt.plot(Loes1.t[N1:N],Loes1.y[3][N1:N],color=\"blue\", linestyle=\":\", label=r\"$\\rm r_{2x}(t)$\")\n",
    "plt.plot(Loes2.t[N1:N],Loes2.y[6][N1:N],color=\"green\", alpha=0.2, label=r\"$\\rm r_{3x}(t), \\epsilon=10^{-8}$\")\n",
    "plt.plot(Loes1.t[N1:N],Loes1.y[6][N1:N],color=\"green\", linestyle=\":\", label=r\"$\\rm r_{3x}(t)$\")\n",
    "plt.legend(loc='upper left',fontsize=12);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1100x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "N1 = int(0.85*N)\n",
    "plt.figure(figsize=(11, 5))\n",
    "plt.xlabel(\"t\")\n",
    "plt.ylabel(\"x-Koordinate\")\n",
    "plt.plot(Loes2.t[N1:N],Loes2.y[1][N1:N],color=\"red\", alpha=0.2, label=r\"$r_{1x}(t), \\epsilon=10^{-8}$\")\n",
    "plt.plot(Loes1.t[N1:N],Loes1.y[1][N1:N],color=\"red\", linestyle=\":\", label=r\"$r_{1x}(t)$\")\n",
    "plt.plot(Loes2.t[N1:N],Loes2.y[3][N1:N],color=\"blue\", alpha=0.2, label=r\"$\\rm r_{2x}(t), \\epsilon=10^{-8}$\")\n",
    "plt.plot(Loes1.t[N1:N],Loes1.y[3][N1:N],color=\"blue\", linestyle=\":\", label=r\"$\\rm r_{2x}(t)$\")\n",
    "plt.plot(Loes2.t[N1:N],Loes2.y[6][N1:N],color=\"green\", alpha=0.2, label=r\"$\\rm r_{3x}(t), \\epsilon=10^{-8}$\")\n",
    "plt.plot(Loes1.t[N1:N],Loes1.y[6][N1:N],color=\"green\", linestyle=\":\", label=r\"$\\rm r_{3x}(t)$\")\n",
    "plt.legend(loc='upper left',fontsize=14);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Die obere Abbildung zeigt wie empfindlich das dynamische System auf kleinste Änderungen seiner Anfangsbedingungen reagiert. Die Stabilität von zeitabhängiger Trajektorien wurde bereits im Jahre 1892 von dem russischen Mathematiker Lyapunov untersucht. Eine stabile Bahn liegt im Sinne von Lyapunov dann vor, wenn ein Punkt auf einer benachbarten Trajektorie stets in der Nähe der Referenztrajektorie bleibt. Mittels des von ihm definierten Lyapunov-Exponenten $\\lambda$ kann man quantifizieren, wie schnell zwei fast identische Zustände eines Systems im Laufe der Zeit auseinanderdriften.\n",
    "\n",
    "Das Kernkonzept des Lyapunov-Exponenten gründet auf der Annahme eines näherungsweise exponentiellen Wachstums der Fehler im Laufe der Zeit. Ist $d_0$ der Fehler zur Zeit $t=0$ (Abstand zweier benachbarter Trajektorien), dann entwickelt sich die Entfernung zwischen zwei Trajektorien zum Zeitpunkt $t$ näherungsweise wie folgt $d(t) \\approx d_0 \\, e^{\\lambda t}$. Für $\\lambda \\leq 0$ ist das System stabil, wohingegen für $\\lambda > 0$ langfristige Vorhersagen unmöglich werden, da benachbarte Trajektorien sich exponentiell voneinander entfernen - ein eindeutiges Indiz für Chaos. Im Folgenden stellen wir den Logarithmus von $d(t)$ dar:\n",
    "\n",
    "log($d(t)$ = log($d_0$)) + $\\lambda \\, t$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {},
   "outputs": [],
   "source": [
    "diff = np.abs(Loes1.y[3] - Loes2.y[3])\n",
    "log_dists = np.log(diff + 1e-20)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1100x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(11, 5))\n",
    "plt.xlabel(\"t\")\n",
    "plt.ylabel(\"log(d(t))\")\n",
    "plt.plot(Loes1.t[N1:N],log_dists[N1:N],color=\"orange\")\n",
    "plt.plot([Loes1.t[N1],Loes1.t[-1]],[0,0],color=\"black\",linestyle=\":\");"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Man erkennt, dass sich die Größe log($d(t)$, nach dem zweiten Entfernen des blauen Körpers ($t \\approx 42.5$), mit positiver Steigung weiter entwickelt $\\rightarrow$ positiver Lyapunov-Exponent. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Dreidimensionale Bewegungen \n",
    "\n",
    "Die bisher betrachteten Bewegungen der drei Körper fanden alle auf der ($z=0$)-Ebene statt (planare Bewegungen). Wir werden im Folgenden diese Beschränkung aufgeben und allgemeine, dreidimensionale Bewegungen simulieren.  \n",
    "\n",
    "In den letzten Jahren wurden viele neue reguläre dreidimensionale Bewegungen im Dreikörperproblem gefunden. Im Jahre 2025 publizierten z.B. die Wissenschaftler Xiaoming Li und Shijun Liao von der Shanghai Jiao Tong Universität in China eine große Anzahl von neuen dreidimensionalen periodischen Bewegungen, von denen wir einige hier vorstellen möchten.\n",
    "\n",
    "Literatur:\n",
    "\n",
    "Li, Xiaoming, and Shijun Liao. \"Discovery of 10,059 new three-dimensional periodic orbits of general three-body problem.\" arXiv preprint arXiv:2508.08568 (2025)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Mittels der folgenden Python-Funktion kann der Benutzer eine von 13 Anfangsbedingungen des oben definierten Artikels auswählen. Die Funktion gibt die Periode der Bewegung $T$, die Liste der Massen der drei Körper und die Anfangsbedingungen zurück."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 3-D Anfangsdaten von https://github.com/sjtu-liao/three-body\n",
    "set_G = 1\n",
    "\n",
    "def u0_Article_2(num):\n",
    "    m1, m2 = 1, 1\n",
    "    T = 1\n",
    "    \n",
    "    match num:\n",
    "        case 0:\n",
    "            m3, z0, vx, vy, vz, T = 0.4, 2.02618227737279e-01, 2.39490733660267e-01, 1.54345430161257e-02, -1.59048053673444e-02, 1.51755245595921e+02\n",
    "        case 1:\n",
    "            m3, z0, vx, vy, vz, T = 0.6, 7.23794540561745e-01, 2.17453097136500e-01, -2.40235097321237e-01, 4.80721353013616e-01, 8.25135312975706e+00\n",
    "        case 2:\n",
    "            m3, z0, vx, vy, vz, T = 0.6, 6.73603712265433e-01, 2.66956499583551e-01, 1.45463973879742e-01, -6.42523240035411e-03, 3.73530217936097e+01\n",
    "        case 3:\n",
    "            m3, z0, vx, vy, vz, T = 0.9, -2.12165808428858e-02, 4.25238996598787e-01, 1.85105818590150e-01, 1.05183534476409e-02, 2.81797546926098e+01\n",
    "        case 4:\n",
    "            m3, z0, vx, vy, vz, T = 1.0, 2.33457651476844e-01, 2.55036783150535e-01, 1.25020205187277e-01, -1.37193142484893e-03, 7.14338842054417e+01\n",
    "        case 5:\n",
    "            m3, z0, vx, vy, vz, T = 1.0, 4.76878264280312e-01, 4.02136910074724e-01, 1.80356951286259e-01, 2.10445128137873e-01, 6.83162203628444e+00\n",
    "        case 6:\n",
    "            m3, z0, vx, vy, vz, T = 1.2, 6.46976570434943e-01, 4.15972648554844e-01, 2.72801109394611e-01, 3.34433078432372e-01, 7.86113798386169e+00\n",
    "        case 7:\n",
    "            m3, z0, vx, vy, vz, T = 1.7, 7.01144163926328e-01, 4.58924075805285e-01, 2.86482398733522e-01, 1.09684411424347e-03, 6.54566561497015e+01\n",
    "        case 8:\n",
    "            m3, z0, vx, vy, vz, T = 0.6, 6.14604358837056e-01, 1.03810482319459e-01, 7.24946332304501e-02, 5.89669051037992e-02, 7.97434883999123e+00\n",
    "        case 9:\n",
    "            m3, z0, vx, vy, vz, T = 1.1, 6.17172796472047e-01, 5.05639109864963e-01, 2.89239073968664e-01, 6.34784314640099e-03, 2.73815024124891e+01\n",
    "        case 10:\n",
    "            m3, z0, vx, vy, vz, T = 1.7, 5.68896058936806e-01, 1.36733707131425e-01, 5.42122376227224e-01, -1.44122788112534e-02, 1.19165128972095e+01\n",
    "        case 11:\n",
    "            m3, z0, vx, vy, vz, T = 1.2, 5.99263503038488e-01, 5.19875708236299e-01, 3.51407008027847e-01, -6.09898484609544e-03, 6.91026168710127e+01\n",
    "        case 12:\n",
    "            m3, z0, vx, vy, vz, T = 1.0, 1.42545600211905e-01, 3.49739525795482e-01, 6.02459695802159e-01, 5.62585581220896e-03, 4.44132581514811e+01 \n",
    "        case _:\n",
    "            m3, z0, vx, vy, vz, T = 0.6, 7.23794540561745e-01, 2.17453097136500e-01, -2.40235097321237e-01, 4.80721353013616e-01, 8.25135312975706e+00\n",
    "    \n",
    "    r_1_0 = np.array([-1, 0, 0])\n",
    "    r_2_0 = np.array([1, 0, 0])\n",
    "    r_3_0 = np.array([0, 0, z0])\n",
    "    v_1_0 = np.array([vx, vy, vz])\n",
    "    v_2_0 = np.array([vx, vy, -vz])\n",
    "    v_3_0 = np.array([-(m1 + m2)*vx/m3, -(m1 + m2)*vy/m3, 0])\n",
    "    \n",
    "    set_m = [m1, m2, m3]\n",
    "    u_0 = np.concatenate([r_1_0, r_2_0, r_3_0, v_1_0, v_2_0, v_3_0])\n",
    "    return T, set_m, u_0"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In der folgenden Abbildung sind die Trajektorien von sechs unterschiedlichen regulären dreidimensionalen periodischen Bewegungen dargestellt."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "metadata": {},
   "outputs": [],
   "source": [
    "sims = [1, 6, 8, 9, 10, 12] \n",
    "t_span = [0,20]\n",
    "tval = np.linspace(0, t_span[1], N)\n",
    "\n",
    "loesungen = []\n",
    "for i in sims:\n",
    "    T, set_m, u_0 = u0_Article_2(i)\n",
    "    loesungen.append(solve_ivp(DGLsys, t_span, u_0, t_eval=tval, args=(set_G, set_m), rtol=fehler, atol=fehler))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "metadata": {},
   "outputs": [],
   "source": [
    "from mpl_toolkits.mplot3d import Axes3D"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x900 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "colors = [\"red\", \"blue\", \"green\"]\n",
    "labels = [r\"$\\rm \\vec{r}_1(t)$\", r\"$\\rm \\vec{r}_2(t)$\", r\"$\\rm \\vec{r}_3(t)$\"]\n",
    "\n",
    "fig, axes = plt.subplots(2, 3, figsize=(12, 9), subplot_kw={'projection': '3d'}, \n",
    "                         gridspec_kw={'hspace': -0.2, 'wspace': 0.2})\n",
    "\n",
    "for ax, Loes in zip(axes.flat, loesungen):\n",
    "    ax.view_init(azim=-75, elev=20)\n",
    "    ax.set(xlabel=\"x-Koordinate\", ylabel=\"y-Koordinate\", zlabel=\"z-Koordinate\")\n",
    "    \n",
    "    for i in range(3):\n",
    "        ax.plot(Loes.y[3*i], Loes.y[3*i+1], Loes.y[3*i+2], \n",
    "                color=colors[i], label=labels[i], lw=0.5)\n",
    "        ax.scatter(Loes.y[3*i][0], Loes.y[3*i+1][0], Loes.y[3*i+2][0], \n",
    "                   color=colors[i], s=20)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Die Bewegung der drei Körper im dreidimensionalen ($x,y,z$)-Konfigurationsraum ist in den Abbildungen oben-links und oben-mitte gut erkennbar. In den Abbildungen oben-rechts, unten--links und unten-mitte überlagern sich die Trajektorien des roten und blauen Körpers; sogenannte \"piano-trio orbits\" (ein Trio für zwei Violinen und ein Klavier). In der Abbildung unten-rechts überlagern sich schließlich alle drei Trajektorien (choreografische periodische 3D-Orbits des Dreikörperproblems)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Wir betrachten uns die Simulation der oberen, linken Abbildung genauer und stellen diese in einer Animation dar."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "metadata": {},
   "outputs": [],
   "source": [
    "def create_animation_3d(Loes, R, Vr, r_S, N, frames_N=100):\n",
    "    dN = int(N / (frames_N + 1))\n",
    "    \n",
    "    fig = plt.figure(figsize=(11, 5))\n",
    "    gs = gridspec.GridSpec(2, 3, width_ratios=[2, 1, 1], hspace=0.3, wspace=0.4)\n",
    "    \n",
    "    ax1 = fig.add_subplot(gs[:, 0], projection='3d')\n",
    "    ax2 = fig.add_subplot(gs[0, 1])\n",
    "    ax3 = fig.add_subplot(gs[0, 2])\n",
    "    ax4 = fig.add_subplot(gs[1, 1])\n",
    "    ax5 = fig.add_subplot(gs[1, 2])\n",
    "    \n",
    "    colors = [\"red\", \"blue\", \"green\"]\n",
    "    labels = [r\"$\\rm\\vec{r}_1(t)$\", r\"$\\rm \\vec{r}_2(t)$\", r\"$\\rm \\vec{r}_3(t)$\"]\n",
    "    # Statische Plots\n",
    "    ax1.view_init(azim=-75, elev=20)\n",
    "    ax1.set(xlabel=\"x-Koordinate\", ylabel=\"y-Koordinate\", zlabel=\"z-Koordinate\")\n",
    "    for i in range(3):\n",
    "        ax1.plot(Loes.y[3*i], Loes.y[3*i+1], Loes.y[3*i+2], \n",
    "                color=colors[i], label=labels[i], lw=0.5)\n",
    "    ax1.legend(loc='upper left')\n",
    "    \n",
    "    ax2.set_xlabel(r\"Radius $r_1$\")\n",
    "    ax2.set_ylabel(r\"radiale Geschwind. $v_{r_1}$\")\n",
    "    ax2.plot(R[0], Vr[0], color=\"red\")\n",
    "    \n",
    "    ax3.set_xlabel(r\"Radius $r_2$\")\n",
    "    ax3.set_ylabel(r\"radiale Geschwind. $v_{r_2}$\")\n",
    "    ax3.plot(R[1], Vr[1], color=\"blue\")\n",
    "    \n",
    "    ax4.set_xlabel(r\"Radius $r_3$\")\n",
    "    ax4.set_ylabel(r\"radiale Geschwind. $v_{r_3}$\")\n",
    "    ax4.plot(R[2], Vr[2], color=\"green\")\n",
    "    \n",
    "    ax5.set_xlabel(\"x-Koordinate\")\n",
    "    ax5.set_ylabel(\"y-Koordinate\")\n",
    "    ax5.plot(r_S[0], r_S[1], color=\"black\", label=r\"$\\rm Schwerpunkt$\")\n",
    "    ax5.legend(loc='upper left')\n",
    "    \n",
    "    # Animationsobjekte\n",
    "    dot_s = 30\n",
    "    dot_r1 = ax1.scatter([], [], [], color='red', s=dot_s)\n",
    "    dot_r2 = ax1.scatter([], [], [], color='blue', s=dot_s)\n",
    "    dot_r3 = ax1.scatter([], [], [], color='green', s=dot_s)\n",
    "    dot_r1a = ax2.scatter([], [], color='red', s=dot_s)\n",
    "    dot_r2a = ax3.scatter([], [], color='blue', s=dot_s)\n",
    "    dot_r3a = ax4.scatter([], [], color='green', s=dot_s)\n",
    "    \n",
    "    line_S1, = ax1.plot([], [], [], color='grey', alpha=0.2)\n",
    "    line_S2, = ax1.plot([], [], [], color='grey', alpha=0.2)\n",
    "    line_S3, = ax1.plot([], [], [], color='grey', alpha=0.2)\n",
    "    \n",
    "    def update(frame):\n",
    "        i = frame * dN + 1\n",
    "        dot_r1._offsets3d = ([Loes.y[0][i]], [Loes.y[1][i]], [Loes.y[2][i]])\n",
    "        dot_r2._offsets3d = ([Loes.y[3][i]], [Loes.y[4][i]], [Loes.y[5][i]])\n",
    "        dot_r3._offsets3d = ([Loes.y[6][i]], [Loes.y[7][i]], [Loes.y[8][i]])\n",
    "        \n",
    "        dot_r1a.set_offsets([[R[0][i], Vr[0][i]]])\n",
    "        dot_r2a.set_offsets([[R[1][i], Vr[1][i]]])\n",
    "        dot_r3a.set_offsets([[R[2][i], Vr[2][i]]])\n",
    "        \n",
    "        line_S1.set_data([r_S[0][i], Loes.y[0][i]], [r_S[1][i], Loes.y[1][i]])\n",
    "        line_S1.set_3d_properties([r_S[2][i], Loes.y[2][i]])        \n",
    "        line_S2.set_data([r_S[0][i], Loes.y[3][i]], [r_S[1][i], Loes.y[4][i]])\n",
    "        line_S2.set_3d_properties([r_S[2][i], Loes.y[5][i]])\n",
    "        line_S3.set_data([r_S[0][i], Loes.y[6][i]], [r_S[1][i], Loes.y[7][i]])\n",
    "        line_S3.set_3d_properties([r_S[2][i], Loes.y[8][i]])\n",
    "        \n",
    "        return dot_r1, dot_r2, dot_r3, dot_r1a, dot_r2a, dot_r3a, line_S1, line_S2, line_S3\n",
    "\n",
    "    ani = FuncAnimation(fig, update, frames=frames_N, interval=100, blit=True)\n",
    "    plt.close(fig) \n",
    "    return ani"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "metadata": {},
   "outputs": [],
   "source": [
    "def create_animation_3d_short(Loes, R, Vr, r_S, N, frames_N=100):\n",
    "    # Berechnung der zu Animation verwendeten Indices\n",
    "    indices = [int(f * (N - 1) / (frames_N - 1)) for f in range(frames_N)]\n",
    "    \n",
    "    fig = plt.figure(figsize=(11, 5))\n",
    "    gs = gridspec.GridSpec(2, 3, width_ratios=[2, 1, 1], hspace=0.3, wspace=0.4)\n",
    "    \n",
    "    # Achsen-Setup\n",
    "    ax_main = fig.add_subplot(gs[:, 0], projection='3d')\n",
    "    axes_sub = [fig.add_subplot(gs[0, 1]), fig.add_subplot(gs[0, 2]), fig.add_subplot(gs[1, 1])]\n",
    "    ax_cm = fig.add_subplot(gs[1, 2])\n",
    "\n",
    "    colors = ['red', 'blue', 'green']\n",
    "    labels = [r\"$\\rm \\vec{r}_1(t)$\", r\"$\\rm \\vec{r}_2(t)$\", r\"$\\rm \\vec{r}_3(t)$\"]    \n",
    "    dots_main, dots_sub, lines_cm = [], [], []\n",
    "\n",
    "    # Hauptplot (Trajektorien im Konfigurationsraum (x,y,z))\n",
    "    ax_main.view_init(azim=-75, elev=20)\n",
    "    for j in range(3):\n",
    "        idx_x, idx_y, idx_z = j * 3, j * 3 + 1, j * 3 + 2\n",
    "        ax_main.plot(Loes.y[idx_x], Loes.y[idx_y], Loes.y[idx_z], \n",
    "                     color=colors[j], label=labels[j], lw=0.6, alpha=0.8)\n",
    "        dots_main.append(ax_main.scatter([], [], [], color=colors[j], s=20))\n",
    "        lines_cm.append(ax_main.plot([], [], [], color='grey', alpha=0.2)[0])\n",
    "    ax_main.legend(loc='upper right')\n",
    "\n",
    "    # Phasenraum-Plots (R vs Vr)\n",
    "    for j, ax in enumerate(axes_sub):\n",
    "        ax.plot(R[j], Vr[j], color=colors[j], alpha=0.3)\n",
    "        dots_sub.append(ax.scatter([], [], color=colors[j], s=25))\n",
    "        ax.set_xlabel(rf\"$r_{j+1}$\")\n",
    "        ax.set_ylabel(rf\"$v_{{r_{j+1}}}$\")\n",
    "\n",
    "    # Schwerpunktplot\n",
    "    ax_cm.plot(r_S[0], r_S[1], color=\"black\", label=\"Schwerpunkt\")\n",
    "    ax_cm.legend(loc='upper left')\n",
    "\n",
    "    def update(frame):\n",
    "        i = indices[frame]\n",
    "        changed_objects = []\n",
    "        \n",
    "        for j in range(3):\n",
    "            # Update Punkte der Körper im Hauptplot\n",
    "            x, y, z = Loes.y[j*3][i], Loes.y[j*3+1][i], Loes.y[j*3+2][i]\n",
    "            dots_main[j]._offsets3d = ([x],[y], [z])\n",
    "            \n",
    "            # Update Verbindungslinien zum Schwerpunkt (Hauptplot)\n",
    "            lines_cm[j].set_data([r_S[0][i], x], [r_S[1][i], y])\n",
    "            lines_cm[j].set_3d_properties([r_S[2][i], z])\n",
    "            \n",
    "            # Update Punkte in den Phasenraum-Plots\n",
    "            dots_sub[j].set_offsets([[R[j][i], Vr[j][i]]])\n",
    "            \n",
    "            changed_objects.extend([dots_main[j], lines_cm[j], dots_sub[j]])\n",
    "            \n",
    "        return changed_objects\n",
    "\n",
    "    ani = FuncAnimation(fig, update, frames=frames_N, interval=120, blit=True)\n",
    "    plt.close(fig)\n",
    "    return ani"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "metadata": {},
   "outputs": [
    {
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       "\">\n",
       "  Your browser does not support the video tag.\n",
       "</video>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 65,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fehler = 1e-9\n",
    "N = 10000\n",
    "T, set_m, u_0 = u0_Article_2(1)\n",
    "t_span = [0,T]\n",
    "tval = np.linspace(0, t_span[1], N)\n",
    "Loes = solve_ivp(DGLsys, t_span, u_0, t_eval=tval, args=(set_G,set_m), rtol=fehler, atol=fehler)\n",
    "r_S, R, Vr = Transf_S(Loes,set_m)\n",
    "ani = create_animation_3d_short(Loes, R, Vr, r_S, N)\n",
    "HTML(ani.to_html5_video())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Wir betrachten uns auch die Simulation der oberen, rechten Abbildung genauer."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "\">\n",
       "  Your browser does not support the video tag.\n",
       "</video>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 66,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "T, set_m, u_0 = u0_Article_2(8)\n",
    "t_span = [0,T]\n",
    "tval = np.linspace(0, t_span[1], N)\n",
    "Loes = solve_ivp(DGLsys, t_span, u_0, t_eval=tval, args=(set_G,set_m), rtol=fehler, atol=fehler)\n",
    "r_S, R, Vr = Transf_S(Loes,set_m)\n",
    "ani = create_animation_3d_short(Loes, R, Vr, r_S, N)\n",
    "HTML(ani.to_html5_video())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Man erkennt im Hauptplot, dass die Trajektorien des roten und blauen Körpers im Konfigurationsraum (x,y,z) sich überlagern (\"piano-trio orbit\")."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Nun betrachten wir uns die Simulation der unteren, rechten Abbildung genauer."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "\">\n",
       "  Your browser does not support the video tag.\n",
       "</video>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 67,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "T, set_m, u_0 = u0_Article_2(12)\n",
    "t_span = [0,T]\n",
    "tval = np.linspace(0, t_span[1], N)\n",
    "Loes = solve_ivp(DGLsys, t_span, u_0, t_eval=tval, args=(set_G,set_m), rtol=fehler, atol=fehler)\n",
    "r_S, R, Vr = Transf_S(Loes,set_m)\n",
    "ani = create_animation_3d_short(Loes, R, Vr, r_S, N)\n",
    "HTML(ani.to_html5_video())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Man erkennt, dass sich bei dieser Simulation alle Trajektorien der Körper im Konfigurationsraum (x,y,z) überlagern (\"choreographischer periodischer 3D-Orbit\")."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Im folgenden Unterpunkt werden wir nun das <i>N-Körperproblem</i> der Planetenbewegungen unseres Sonnensystems und die Sonnenfinsternis 2026/27 behandeln."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Planetenbewegungen und das n-Körper-Problem\n",
    "\n",
    "Um die Bewegung der Planeten in unserem Sonnensystem mit absoluter Präzision vorherzusagen, muss man alle Himmelskörper gleichzeitig als n-Körper-Problem behandeln. Am Ende dieses Jupyter-Notebooks werden wir eine solche Simulation auch durchführen. Zunächst betrachten wir jedoch die drei Himmelskörper, Sonne-Erde-Mond, als ein klassisches Dreikörper-Problem und vernachlässigen dadurch z.B. den Einfluss von Jupiter und Venus, die messbare, aber langsame Veränderungen der Erdbahn verursachen.\n",
    "\n",
    "Wir verwenden nun den folgenden Wert für die Gravitationskonstante $G = 6.6743015 \\cdot 10^{-20} \\frac{\\rm km^3}{\\rm kg \\, s^2}$ und setzen die Massen der drei Körper auf: Masse der Sonne: $M_\\odot =1.9884 \\cdot 10^{30} {\\rm kg}$, Masse der Erde: $M_{\\!E} = 5.9722 \\cdot 10^{24} {\\rm kg}$ und Masse des Mondes: $M_{\\!M} = 7.346 \\cdot 10^{22} {\\rm kg}$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "metadata": {},
   "outputs": [],
   "source": [
    "set_G = 6.6743015*10**(-20)\n",
    "\n",
    "m_S = 1.9884*10**30\n",
    "m_E = 5.9722*10**24\n",
    "M_M = 7.346*10**22\n",
    "set_m = [m_S, m_E, M_M]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Die Anfangswerte der Himmelskörper können wir uns mittels der Python-Bibliothek <i>Skyfield</i> generieren. Dies ist ein Python-Modul für astronomische Berechnungen, mit dem man hochpräzise Positionen und Geschwindigkeiten für Himmelskörper wie Planeten, Sterne und Erdsatelliten erzeugen kann. Das Modul basiert auf der Ephemeriden-Datei 'de421.bsp', die von der NASA entwickelt wurde. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Wir simulieren nun die Bewegung der drei Himmelskörper für ca. ein Jahr (365 Tage) und wählen als Anfangszeitpunkt das heutige Datum. Um später unsere Simulation mit den wirklichen Werten vergleichen zu können, laden wir uns die Positionen und Geschwindigkeiten für ein gesamtes Jahr in $N$-äquidistanten Zeitschritten."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Anfangszeitpunkt: 2026-04-04 14:08 UTC\n",
      "Erdposition (km): [-1.45241968e+08 -3.50159040e+07 -1.51581605e+07]\n",
      "Erdgeschwindigkeit (km/s): [  6.95467198 -26.55891273 -11.51258163]\n"
     ]
    }
   ],
   "source": [
    "from skyfield.api import load\n",
    "\n",
    "# Lade Ephemeriden-Datei\n",
    "eph = load('de421.bsp')\n",
    "ts = load.timescale()\n",
    "\n",
    "# Beispiel: 14. April 2026 um 15:30 Uhr UTC\n",
    "#zeitpunkt = ts.utc(2026, 4, 14, 15, 30)\n",
    "start_time = ts.now()\n",
    "N = 10001\n",
    "days = np.linspace(0, 365, N) \n",
    "times = start_time + days\n",
    "\n",
    "r_1 = eph['sun'].at(times).position.km\n",
    "v_1 = eph['sun'].at(times).velocity.km_per_s\n",
    "r_2 = eph['earth'].at(times).position.km\n",
    "v_2 = eph['earth'].at(times).velocity.km_per_s\n",
    "r_3 = eph['moon'].at(times).position.km\n",
    "v_3 = eph['moon'].at(times).velocity.km_per_s\n",
    "\n",
    "u_0 = np.concatenate([r_1[:,0], r_2[:,0], r_3[:,0], v_1[:,0], v_2[:,0], v_3[:,0]])\n",
    "\n",
    "# Beispiel-Ausgabe der Anfangsdaten der Erde\n",
    "print(f\"Anfangszeitpunkt: {start_time.utc_strftime('%Y-%m-%d %H:%M UTC')}\")\n",
    "print(f\"Erdposition (km): {r_2[:,0]}\")\n",
    "print(f\"Erdgeschwindigkeit (km/s): {v_2[:,0]}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Wir simulieren nun die Bewegung der drei Himmelskörper für ein Jahr. Zunächst benutzen wir dabei die Einheiten Kilometer und Sekunde. Wir werden jedoch bei den späteren numerischen Berechnungen geeignetere Einheiten wählen."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "metadata": {},
   "outputs": [],
   "source": [
    "fehler = 1e-9\n",
    "t_span = [0,365*24*60*60]\n",
    "tval = np.linspace(0, t_span[1], N)\n",
    "Loes = solve_ivp(DGLsys, t_span, u_0, t_eval=tval, args=(set_G,set_m), rtol=fehler, atol=fehler)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Wir stellen uns im Folgenden die zeitliche Entwicklung der x- und y-Koordinate der Erde im Vergleich zu den wirklichen <i>Skyfield</i>-Daten dar."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1100x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(11, 4))\n",
    "plt.xlabel(\"t\")\n",
    "plt.ylabel(\"x-, y-Koordinate\")\n",
    "plt.plot(times.utc_datetime(),Loes.y[3],color=\"blue\", label=r\"$\\rm x_{E}(t)=x_{2}(t), Simulation$\", alpha = 0.8)\n",
    "plt.plot(times.utc_datetime(),r_2[0,:],color=\"black\", linestyle = \":\", label=r\"$\\rm x_{E}(t)=x_{2}(t), \\, de421-Daten$\")\n",
    "plt.plot(times.utc_datetime(),Loes.y[4],color=\"blue\", label=r\"$\\rm y_{E}(t)=y_{2}(t), Simulation$\", alpha = 0.2)\n",
    "plt.plot(times.utc_datetime(),r_2[1,:],color=\"black\", linestyle = \":\", label=r\"$\\rm y_{E}(t)=y_{2}(t), \\, de421-Daten$\")\n",
    "plt.grid(True)\n",
    "plt.legend(loc='upper left',fontsize=11);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Die obere Abbildung zeigt, dass die Simulation gut mit den <i>Skyfield</i>-Daten übereinstimmt. Bei dem genauen Vergleich der Daten (siehe folgende print-Ausgabe) erkennt man jedoch Abweichungen; dies werden wir später diskutieren."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 73,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Endzeitpunkt: 2027-04-04 14:08 UTC\n",
      "Erdposition (km): [-1.45070595e+08 -3.43102890e+07 -1.48603612e+07]\n",
      "Erdgeschwindigkeit (km/s): [  6.83099699 -26.60293813 -11.53306713]\n",
      "Simulation:\n",
      "Erdposition (km): [-1.45021217e+08 -3.43838610e+07 -1.48931843e+07]\n",
      "Erdgeschwindigkeit (km/s): [  6.8351686  -26.60674582 -11.53487416]\n"
     ]
    }
   ],
   "source": [
    "print(f\"Endzeitpunkt: {times[-1].utc_strftime('%Y-%m-%d %H:%M UTC')}\")\n",
    "print(f\"Erdposition (km): {r_2[:,-1]}\")\n",
    "print(f\"Erdgeschwindigkeit (km/s): {v_2[:,-1]}\")\n",
    "print(\"Simulation:\")\n",
    "print(f\"Erdposition (km): {Loes.y[3:6,-1]}\")\n",
    "print(f\"Erdgeschwindigkeit (km/s): {Loes.y[12:15,-1]}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Bevor wir die Trajektorien der Bewegungen in drei Dimensionen darstellen, wollen wir uns zuächst die kommenden Sonnenfinsternisse berechnen. Eine Sonnenfinsternis findet statt, wenn der Richtungsvektor Erde-Sonne ($\\vec{w}_1 := \\vec{r}_S - \\vec{r}_E$) annähernd gleich dem Richtungsvektor Erde-Mond ($\\vec{w}_2 :=\\vec{r}_M - \\vec{r}_E$) ist (Sonne, Mond und Erde müssen nahezu auf einer Geraden liegen). Der Winkel $\\alpha$ zwischen diesen Vektoren ist dann sehr klein, wobei $\\alpha = \\hbox{arcos} \\left( \\frac{\\vec{w}_1 \\cdot \\vec{w}_2}{\\left| \\vec{w}_1 \\right| \\, \\left| \\vec{w}_2 \\right|} \\right)$. Damit eine Sonnenfinsternis für einen Beobachter auf der Erde stattfindet, muss der Winkel $\\alpha$ kleiner sein als die Summe der scheinbaren Radien von Sonne und Mond. Mittels der simulierten Daten berechnen wir uns im Folgenden die zeitliche Entwicklung des Winkels ($\\alpha(t)$)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 74,
   "metadata": {},
   "outputs": [],
   "source": [
    "def winkel_sonne_mond(pos_sun, pos_earth, pos_moon):\n",
    "    vec_earth_to_sun  = pos_sun - pos_earth\n",
    "    vec_earth_to_moon = pos_moon - pos_earth\n",
    "    \n",
    "    # Einheitsvektoren \n",
    "    v1_e = vec_earth_to_sun / np.linalg.norm(vec_earth_to_sun)\n",
    "    v2_e = vec_earth_to_moon / np.linalg.norm(vec_earth_to_moon)\n",
    "    \n",
    "    # Skalarprodukt\n",
    "    dot_product = np.dot(v1_e, v2_e)\n",
    "    \n",
    "    # Winkel Sonne-Mond in Radiant\n",
    "    winkel_rad = np.arccos(dot_product)\n",
    "    \n",
    "    # Rückgabewert in Grad \n",
    "    return np.degrees(winkel_rad)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "metadata": {},
   "outputs": [],
   "source": [
    "winkel = []\n",
    "for i in range(N):\n",
    "    pos_sun   = Loes.y[0:3,i]\n",
    "    pos_earth = Loes.y[3:6,i]\n",
    "    pos_moon  = Loes.y[6:9,i]\n",
    "    winkel.append(winkel_sonne_mond(pos_sun, pos_earth, pos_moon))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Eine kürzere Variante der Winkelberechnung stellt die untere Python-Funktion dar:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 76,
   "metadata": {},
   "outputs": [],
   "source": [
    "def winkel_sonne_mond_short(pos_sun, pos_earth, pos_moon):\n",
    "    earth_to_sun = pos_sun - pos_earth\n",
    "    earth_to_moon = pos_moon - pos_earth\n",
    "\n",
    "    # Einheitsvektoren\n",
    "    v1_e = earth_to_sun / np.linalg.norm(earth_to_sun, axis=0)\n",
    "    v2_e = earth_to_moon / np.linalg.norm(earth_to_moon, axis=0)\n",
    "\n",
    "    # Skalarprodukt für jeden Zeitschritt \n",
    "    dot_product = np.sum(v1_e * v2_e, axis=0)\n",
    "\n",
    "    # Winkel Sonne-Mond in Radiant\n",
    "    winkel_rad = np.arccos(dot_product)\n",
    "    \n",
    "    # Rückgabewert in Grad \n",
    "    return np.degrees(winkel_rad)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 77,
   "metadata": {},
   "outputs": [],
   "source": [
    "winkel = winkel_sonne_mond_short(Loes.y[0:3], Loes.y[3:6], Loes.y[6:9])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Die untere Abbildung zeigt die zeitliche Entwicklung des Winkels $\\alpha(t)$ im betrachteten Zeitraum."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1100x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "F_1 = ts.utc(2026, 8, 12, 20, 30)\n",
    "F_2 = ts.utc(2027, 2, 6, 12, 0)\n",
    "plt.figure(figsize=(11, 4))\n",
    "plt.xlabel(\"t\")\n",
    "plt.ylabel(r\"Winkel $\\alpha(t)$\")\n",
    "plt.plot(times.utc_datetime(),winkel, color=\"orange\")\n",
    "plt.scatter(F_1.utc_datetime(),0.1, color=\"black\", s=30, label=\"Totale Finsternis am 12. August 2026\")\n",
    "plt.scatter(F_2.utc_datetime(),0.1, color=\"brown\", s=30, label=\"Partielle Finsternis am 6. Februar 2027\")\n",
    "plt.grid(True)\n",
    "plt.ylim(0, 7.5)\n",
    "plt.legend(loc='lower left',fontsize=10);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In der oberen Abbildung sind auch die zwei kommenden Sonnenfinsternisse markiert.\n",
    "<ul>\n",
    "  <li>Am 12. August 2026 findet eine totale Sonnenfinsternis statt, wobei der Kernschatten über Grönland, Island und Nordspanien (u. a. Mallorca und Ibiza) verläuft.</li>\n",
    "  <li> Am 6. Februar 2027 findet eine ringförmige Sonnenfinsternis statt, die unter anderem in Argentinien und Brasilien zu sehen sein wird.</li>\n",
    "</ul>\n",
    "\n",
    "Die simulierten Berechnungen des Winkel $\\alpha$ stimmen dabei sehr gut mit den Daten der Sonnenfinsternisse überein. Gerade an den Zeitpunkten der Sonnenfinsternisse ist der Winkel $\\alpha$ sehr klein."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Wir stellen uns nun die Trajektorien der Bewegungen in drei Dimensionen dar. Da man aufgrund der sehr unterschiedlichen Abstandskalen die Bewegung des Systems Sonne-Erde-Mond nicht adäquat in einer Abbildung darstellen kann, wurden die Systeme Sonne-Erde und Erde-Mond in zwei getrennten Abbildungen dargestellt."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 79,
   "metadata": {},
   "outputs": [],
   "source": [
    "def create_animation_eclipse(Loes, N, frames_N=100):\n",
    "    dN = int(N / (frames_N + 1))\n",
    "    dot_s = 30\n",
    "    fac = 0.005\n",
    "    \n",
    "    fig = plt.figure(figsize=(10, 6))\n",
    "    gs = gridspec.GridSpec(2, 2, width_ratios=[1,1], height_ratios=[3,1], hspace=0.3, wspace=0)\n",
    "    \n",
    "    ax1 = fig.add_subplot(gs[0, 0], projection='3d')\n",
    "    ax2 = fig.add_subplot(gs[0, 1], projection='3d')\n",
    "    ax3 = fig.add_subplot(gs[1, :])\n",
    "    \n",
    "    colors = [\"red\", \"blue\", \"green\"]\n",
    "    labels = [r\"$\\rm \\vec{r}_1(t)$\", r\"$\\rm \\vec{r}_2(t)$\", r\"$\\rm \\vec{r}_3(t)$\"]\n",
    "    labels = [r\"$\\rm \\vec{r}_{sun}$\", r\"$\\rm \\vec{r}_{earth}$\", r\"$\\rm \\vec{r}_{moon}$\"]\n",
    "    \n",
    "    # Statische Plots\n",
    "    ax1.view_init(azim=10, elev=25)\n",
    "    ax1.set(xlabel=\"x[km]\", ylabel=\"y[km]\", zlabel=\"z[km]\")\n",
    "    for i in [0,1]:\n",
    "        ax1.plot(Loes.y[3*i], Loes.y[3*i+1], Loes.y[3*i+2], \n",
    "                color=colors[i], label=labels[i], lw=0.5)\n",
    "    ax1.legend(loc='upper left')\n",
    "    \n",
    "    ax2.view_init(azim=10, elev=25)\n",
    "    ax2.set(xlabel=\"x\", ylabel=\"y\", zlabel=\"z\")\n",
    "    t_end = int(N/12)\n",
    "    for i in [1,2]:\n",
    "        ax2.plot(Loes.y[3*i][0:t_end]-Loes.y[3][0:t_end], Loes.y[3*i+1][0:t_end]-Loes.y[4][0:t_end], \n",
    "                 Loes.y[3*i+2][0:t_end]-Loes.y[5][0:t_end], color=colors[i], label=labels[i], lw=0.5)\n",
    "    ax2.scatter(0, 0, 0, color='blue', s=dot_s)\n",
    "    ax2.legend(loc='upper left')\n",
    "    \n",
    "    ax3.set_xlabel(\"t\")\n",
    "    ax3.set_ylabel(\"Winkel\")\n",
    "    ax3.plot(times.utc_datetime(),winkel, color=\"orange\")\n",
    "    ax3.scatter(F_1.utc_datetime(),0.1, color=\"black\", s=10)\n",
    "    ax3.scatter(F_2.utc_datetime(),0.1, color=\"brown\", s=10)\n",
    "    ax3.set_ylim(0, 7.5)\n",
    "    \n",
    "    \n",
    "    # Animationsobjekte\n",
    "    dot_r1 = ax1.scatter([], [], [], color='red', s=dot_s)\n",
    "    dot_r2 = ax1.scatter([], [], [], color='blue', s=dot_s)\n",
    "    line_S1, = ax1.plot([], [], [], color='red', alpha=0.2)\n",
    "    \n",
    "    dot_r3 = ax2.scatter([], [], [], color='green', s=dot_s)\n",
    "    line_S2, = ax2.plot([], [], [], color='blue', alpha=0.2)\n",
    "    line_S3, = ax2.plot([], [], [], color='red', alpha=0.2)\n",
    "    \n",
    "    hline, = ax3.plot([], [], color='grey', linewidth=3, alpha=0.8)\n",
    "    \n",
    "    def update(frame):\n",
    "        i = frame * dN + 1\n",
    "        time = times.utc_datetime()[i]\n",
    "        dot_r1._offsets3d = ([Loes.y[0][i]], [Loes.y[1][i]], [Loes.y[2][i]])\n",
    "        dot_r2._offsets3d = ([Loes.y[3][i]], [Loes.y[4][i]], [Loes.y[5][i]])\n",
    "        line_S1.set_data([Loes.y[3][i],Loes.y[0][i]], [Loes.y[4][i],Loes.y[1][i]])\n",
    "        line_S1.set_3d_properties([Loes.y[5][i],Loes.y[2][i]])\n",
    "\n",
    "        dot_r3._offsets3d = ([Loes.y[6][i]-Loes.y[3][i]], [Loes.y[7][i]-Loes.y[4][i]], [Loes.y[8][i]-Loes.y[5][i]])\n",
    "        line_S2.set_data([0,Loes.y[6][i]-Loes.y[3][i]], [0,Loes.y[7][i]-Loes.y[4][i]])\n",
    "        line_S2.set_3d_properties([0,Loes.y[8][i]-Loes.y[5][i]])\n",
    "        line_S3.set_data([0,fac*(Loes.y[0][i]-Loes.y[3][i])], [0,fac*(Loes.y[1][i]-Loes.y[4][i])])\n",
    "        line_S3.set_3d_properties([0,fac*(Loes.y[2][i]-Loes.y[5][i])])\n",
    "\n",
    "        hline.set_data([time, time], [0, 7.5])\n",
    "        \n",
    "        return dot_r1, dot_r2, dot_r3, line_S1, line_S2, line_S3, hline\n",
    "\n",
    "    ani = FuncAnimation(fig, update, frames=frames_N, interval=100, blit=True)\n",
    "    plt.close(fig) \n",
    "    return ani"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 80,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "\">\n",
       "  Your browser does not support the video tag.\n",
       "</video>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 80,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ani = create_animation_eclipse(Loes, N)\n",
    "HTML(ani.to_html5_video())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Die obere linke Animation stellt die Bewegung der Erde um die Sonne dar und die obere rechte Abbildung zeigt die Bewegung des Mondes um die Erde, wobei die rote Linie den Verbindungsvektor Erde-Sonne und die blaue Linie den Verbindungsvektor Erde-Mond skizziert. Die untere Abbildung zeigt die zeitliche Entwicklung des Winkel $\\alpha(t)$. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Wir möchten uns nun auch die Bewegung der anderen Planeten visualisieren, sodass wir nun ein <i>n-Körperproblem</i> zu lösen haben, wobei n die Zahl der simulierten Planeten darstellt. Die zugrundeliegende Bewegungsgleichung wird nun durch das folgende System von gekoppelten Differenzialgleichungen zweiter Ordnung beschrieben:\n",
    "\n",
    "\\begin{equation}\n",
    "\\frac{d^2 \\vec{r}_i}{dt^2} = \\sum_{j=1\\\\i \\neq j}^n G \\cdot m_j \\cdot \\frac{\\vec{r}_j-\\vec{r}_i}{\\left| \\, \\vec{r}_j-\\vec{r}_i \\right|^3} \\nonumber \n",
    "\\end{equation}\n",
    "\n",
    "wobei $\\vec{r}_i$ und $m_i, i \\in {1,2,...,n}$ der Ortsvektor und die Masse des Körpers $i$ und $G$ die Gravitationskonstante ist.\n",
    "\n",
    "Betrachtet man die Bewegung der n-Körper in allen drei Raumdimensionen ($\\vec{r_i}=\\left( x_{i}, y_{i}, z_{i} \\right)$), so hat gelangt man zu 3n gekoppelten Differenzialgleichungen zweiter Ordnung, die man dann in ein System von 6n gekoppelten DGLs erster Ordnung umschreiben muss um sie numerisch lösen zu können."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 81,
   "metadata": {},
   "outputs": [],
   "source": [
    "# System der Differenzialgleichungen des n-Körper-Problems\n",
    "# G_m[i]: Masse des Körpers i mal Gravitationskonstanten G\n",
    "def DGLsys_n(t,u_vec,G_m,n):\n",
    "    dim = int(3*n)\n",
    "    # Entpacke u_vec in dim=3*n Koordinaten und 3*n Geschwindigkeiten\n",
    "    r = u_vec[:dim].reshape((n, 3))\n",
    "    v = u_vec[dim:].reshape((n, 3))\n",
    "    # DGL-System erster Ordnung (3*n*2 Gleichungen)\n",
    "    drdt = v\n",
    "    dvdt = np.zeros_like(v)\n",
    "    for i in range(n):\n",
    "        for j in range(n):\n",
    "            if i != j:\n",
    "                dvdt[i] += G_m[j] * (r[j] - r[i]) / np.linalg.norm(r[j] - r[i])**3            \n",
    "    return np.concatenate([drdt.flatten(), dvdt.flatten()])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Die obere Python-Funktion der Differenzialgleichung benutzt die kombinierten Massen-Gravitationsparameter $\\mu_j =  G \\cdot m_j$ der Himmelskörper. Die Zahlenwerte dieser Parameter für die einzelnen Himmelskörper sind in dem unteren Python-Dictionary definiert."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Gravitationsparameter GM in [AU^3 / d^2]\n",
    "# Basierend auf JPL-Daten (DE421/DE440)\n",
    "# Farben für Planeten-Plots, Sonnengelb, Merkur-Grau, Venus-Beige (Atmosphäre), Erd-Blau, Mond-Hellgrau, \n",
    "# Mars-Rostrot, Jupiter-Bänder-Braun, Saturn-Goldgelb, Uranus-Hellblau/Cyan, Neptun-Tiefblau, Pluto-Graubraun\n",
    "bodies_data = {\n",
    "    'sun': {'gm': 2.959122082855911e-04, 'color': '#FFCC00', 'label': r\"$\\rm \\vec{r}_{sun}$\"},\n",
    "    'mercury': {'gm': 4.91248045036476e-11, 'color': '#A5A5A5', 'label': r\"$\\rm \\vec{r}_{mercury}$\"},\n",
    "    'venus': {'gm': 7.243452486161142e-10, 'color': '#E3BB76', 'label': r\"$\\rm \\vec{r}_{venus}$\"},\n",
    "    'earth': {'gm': 8.887692390113509e-10, 'color': '#2E5FAC', 'label': r\"$\\rm \\vec{r}_{earth}$\"},\n",
    "    'moon': {'gm': 1.093189450742374e-11, 'color': '#D3D3D3', 'label': r\"$\\rm \\vec{r}_{moon}$\"},\n",
    "    'mars': {'gm': 9.549535105170911e-11, 'color': '#E27B58', 'label': r\"$\\rm \\vec{r}_{mars}$\"},\n",
    "    'jupiter barycenter': {'gm': 2.825345909524226e-07, 'color': '#D39C7E', 'label': r\"$\\rm \\vec{r}_{jupiter}$\"},\n",
    "    'saturn barycenter': {'gm': 8.459706073245032e-08, 'color': '#C5AB6E', 'label': r\"$\\rm \\vec{r}_{saturn}$\"},\n",
    "    'uranus barycenter': {'gm': 1.292024825783306e-08, 'color': '#B5E2E2', 'label': r\"$\\rm \\vec{r}_{uranus}$\"},\n",
    "    'neptune barycenter': {'gm': 1.524357347885194e-08, 'color': '#4B70DD', 'label': r\"$\\rm \\vec{r}_{neptune}$\"},\n",
    "    'pluto barycenter': {'gm': 2.17844105333832e-12, 'color': '#96745E', 'label': r\"$\\rm \\vec{r}_{pluto}$\"}\n",
    "}"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Die Anfangswerte der Himmelskörper können wir uns wieder mittels der Python-Bibliothek <i>Skyfield</i> generieren. Wir extrahieren die Daten nun in den Einheiten [AU] (Astronomische Einheit, 1 AU = 149597870700 m) und Tagen (d) und fügen sie ebenfalls in dem oben definierten Python-Dictionary. Zum späteren Vergleich mit den simulierten Werten, speichern wir uns die Positions- und Geschwindigkeitswerte der gesamten, simulierten Zeitreihe."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 83,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Daten der Positionen und Geschwindigkeiten für alle Zeiten in \"times\" abrufen und in bodies_data speichern\n",
    "for name in bodies_data.keys():\n",
    "    bodies_data[name]['r'] = eph[name].at(times).position.au \n",
    "    bodies_data[name]['v'] = eph[name].at(times).velocity.au_per_d "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Wir simulieren nun zunächst die Bewegung der inneren Planeten (Merkur, Venus, Erde und Mars) und des Mondes. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "metadata": {},
   "outputs": [],
   "source": [
    "set_bodies = ['sun','mercury','venus','earth','moon','mars']\n",
    "set_n = len(set_bodies)\n",
    "\n",
    "set_m = []\n",
    "r_0 = []\n",
    "v_0 = []\n",
    "for name in set_bodies:\n",
    "    set_m.append(bodies_data[name]['gm'])\n",
    "    r_0.append(bodies_data[name]['r'][:, 0])\n",
    "    v_0.append(bodies_data[name]['v'][:, 0])\n",
    "\n",
    "u_0 = np.concatenate([np.concatenate(r_0), np.concatenate(v_0)])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "metadata": {},
   "outputs": [],
   "source": [
    "fehler = 1e-9\n",
    "t_span = [0,365]\n",
    "tval = np.linspace(0, t_span[1], N)\n",
    "Loes = solve_ivp(DGLsys_n, t_span, u_0, t_eval=tval, args=(set_m,set_n), rtol=fehler, atol=fehler)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Wir stellen die Bewegung wieder in einer Animation dar."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 86,
   "metadata": {},
   "outputs": [],
   "source": [
    "def create_animation_planets_a(Loes, N, bodies, frames_N=100):\n",
    "    dN = int(N / (frames_N + 1))\n",
    "    dot_s = 30\n",
    "    fac = 0.005\n",
    "    n = len(bodies)\n",
    "    \n",
    "    fig = plt.figure(figsize=(10, 6))\n",
    "    gs = gridspec.GridSpec(2, 2, width_ratios=[1,1], height_ratios=[3,1], hspace=0.3, wspace=0)\n",
    "    \n",
    "    ax1 = fig.add_subplot(gs[0, 0], projection='3d')\n",
    "    ax2 = fig.add_subplot(gs[0, 1], projection='3d')\n",
    "    ax3 = fig.add_subplot(gs[1, :])\n",
    "    \n",
    "    \n",
    "    i_moon = bodies.index('moon')\n",
    "    i_earth = bodies.index('earth')\n",
    "    # Statische Plots\n",
    "    ax1.view_init(azim=10, elev=25)\n",
    "    ax1.set(xlabel=\"x[AU]\", ylabel=\"y[AU]\", zlabel=\"z[AU]\")\n",
    "    for i in range(n):\n",
    "        if i != i_moon:\n",
    "            ax1.plot(Loes.y[3*i], Loes.y[3*i+1], Loes.y[3*i+2], \n",
    "                color=bodies_data[bodies[i]]['color'], lw=0.5, label=bodies_data[bodies[i]]['label'])\n",
    "    ax1.legend(bbox_to_anchor=[0, 0.9])\n",
    "    \n",
    "    ax2.view_init(azim=10, elev=25)\n",
    "    ax2.set(xlabel=\"x\", ylabel=\"y\", zlabel=\"z\")\n",
    "    t_end = int(N/12)\n",
    "    for i in range(n):\n",
    "        if i == i_moon:\n",
    "            ax2.plot(Loes.y[3*i_moon][0:t_end]-Loes.y[3*i_earth][0:t_end], Loes.y[3*i_moon+1][0:t_end]-Loes.y[3*i_earth+1][0:t_end], \n",
    "                 Loes.y[3*i_moon+2][0:t_end]-Loes.y[3*i_earth+2][0:t_end], color=bodies_data[bodies[i]]['color'], lw=0.5\n",
    "                    , label=bodies_data[bodies[i]]['label'])\n",
    "    ax2.scatter(0, 0, 0, color=bodies_data['earth']['color'], s=dot_s, label=bodies_data['earth']['label'])\n",
    "    ax2.legend(bbox_to_anchor=[0, 0.7])\n",
    "    \n",
    "    ax3.set_xlabel(\"t\")\n",
    "    ax3.set_ylabel(\"Winkel\")\n",
    "    ax3.plot(times.utc_datetime(),winkel, color=\"orange\")\n",
    "    ax3.scatter(F_1.utc_datetime(),0.1, color=\"black\", s=10)\n",
    "    ax3.scatter(F_2.utc_datetime(),0.1, color=\"brown\", s=10)\n",
    "    ax3.set_ylim(0, 7.5)\n",
    "    \n",
    "    \n",
    "    # Animationsobjekte\n",
    "    dots_ax1 = []\n",
    "    for j, body in enumerate(bodies):\n",
    "        if body != 'moon':\n",
    "            dot = ax1.scatter([], [], [], color=bodies_data[body]['color'], s=dot_s)\n",
    "            dots_ax1.append((j, dot)) \n",
    "    \n",
    "    dot_moon = ax2.scatter([], [], [], color=bodies_data['moon']['color'], s=dot_s)\n",
    "    line_S2, = ax2.plot([], [], [], color=bodies_data['earth']['color'], alpha=0.7, lw=0.7)\n",
    "    line_S3, = ax2.plot([], [], [], color=bodies_data['sun']['color'], alpha=0.7, lw=0.7)\n",
    "    \n",
    "    hline, = ax3.plot([], [], color='grey', linewidth=3, alpha=0.8)\n",
    "    \n",
    "    def update(frame):\n",
    "        i = frame * dN + 1\n",
    "        time = times.utc_datetime()[i]\n",
    "        \n",
    "        changed_objects = []\n",
    "        for j, dot in dots_ax1:\n",
    "            dot._offsets3d = ([Loes.y[3*j][i]], [Loes.y[3*j+1][i]], [Loes.y[3*j+2][i]])\n",
    "            changed_objects.append(dot)\n",
    "\n",
    "        dot_moon._offsets3d = ([Loes.y[3*i_moon][i]-Loes.y[3*i_earth][i]], \n",
    "                               [Loes.y[3*i_moon+1][i]-Loes.y[3*i_earth+1][i]], \n",
    "                               [Loes.y[3*i_moon+2][i]-Loes.y[3*i_earth+2][i]])\n",
    "        changed_objects.append(dot_moon)\n",
    "        line_S2.set_data([0,Loes.y[3*i_moon][i]-Loes.y[3*i_earth][i]], \n",
    "                         [0,Loes.y[3*i_moon+1][i]-Loes.y[3*i_earth+1][i]])\n",
    "        line_S2.set_3d_properties([0,Loes.y[3*i_moon+2][i]-Loes.y[3*i_earth+2][i]])\n",
    "        changed_objects.append(line_S2)\n",
    "        line_S3.set_data([0,fac*(Loes.y[0][i]-Loes.y[3*i_earth][i])], \n",
    "                         [0,fac*(Loes.y[1][i]-Loes.y[3*i_earth+1][i])])\n",
    "        line_S3.set_3d_properties([0,fac*(Loes.y[2][i]-Loes.y[3*i_earth+2][i])])\n",
    "        changed_objects.append(line_S3)\n",
    "\n",
    "        hline.set_data([time, time], [0, 7.5])\n",
    "        changed_objects.append(hline)\n",
    "        \n",
    "        return tuple(changed_objects)\n",
    "\n",
    "    ani = FuncAnimation(fig, update, frames=frames_N, interval=100, blit=True)\n",
    "    plt.close(fig) \n",
    "    return ani"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 87,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "\">\n",
       "  Your browser does not support the video tag.\n",
       "</video>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 87,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ani = create_animation_planets_a(Loes, N, set_bodies)\n",
    "HTML(ani.to_html5_video())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Wir stellen nun auch die anderen Planeten in einer Animation dar."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 88,
   "metadata": {},
   "outputs": [],
   "source": [
    "set_bodies = ['sun','mercury', 'venus','earth','moon','mars','jupiter barycenter', \n",
    "              'saturn barycenter', 'uranus barycenter', 'neptune barycenter', 'pluto barycenter']\n",
    "set_n = len(set_bodies)\n",
    "\n",
    "set_m = []\n",
    "r_0 = []\n",
    "v_0 = []\n",
    "for name in set_bodies:\n",
    "    set_m.append(bodies_data[name]['gm'])\n",
    "    r_0.append(bodies_data[name]['r'][:, 0])\n",
    "    v_0.append(bodies_data[name]['v'][:, 0])\n",
    "\n",
    "u_0 = np.concatenate([np.concatenate(r_0), np.concatenate(v_0)])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Die Animationsdauer umspannt wieder ein Jahr, wobei wir die Trajektorien der Planeten jedoch für 50 Jahre darstellen, um auch die Bewegung der langsamen äußeren Planeten visualisieren zu können."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 89,
   "metadata": {},
   "outputs": [],
   "source": [
    "fehler = 1e-9\n",
    "t_span = [0,365]\n",
    "tval = np.linspace(0, t_span[1], N)\n",
    "Loes = solve_ivp(DGLsys_n, t_span, u_0, t_eval=tval, args=(set_m,set_n), rtol=fehler, atol=fehler)\n",
    "\n",
    "t_span_l = [0,50*365]\n",
    "tval_l = np.linspace(0, t_span_l[1], N)\n",
    "Loes_l = solve_ivp(DGLsys_n, t_span_l, u_0, t_eval=tval_l, args=(set_m,set_n), rtol=fehler, atol=fehler)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 90,
   "metadata": {},
   "outputs": [],
   "source": [
    "def create_animation_planets_b(Loes, Loes_L, N, bodies, frames_N=100):\n",
    "    # Berechnung der zu Animation verwendeten Indices\n",
    "    indices = [int(f * (N - 1) / (frames_N - 1)) for f in range(frames_N)]\n",
    "    \n",
    "    dot_s = 5\n",
    "    fac = 0.005\n",
    "    n = len(bodies)\n",
    "    \n",
    "    fig = plt.figure(figsize=(10, 6))\n",
    "    gs = gridspec.GridSpec(2, 2, width_ratios=[1,1], height_ratios=[3,1], hspace=0.3, wspace=0)\n",
    "    \n",
    "    ax1 = fig.add_subplot(gs[0, 0], projection='3d')\n",
    "    ax2 = fig.add_subplot(gs[0, 1], projection='3d')\n",
    "    ax3 = fig.add_subplot(gs[1, :])\n",
    "    \n",
    "    set_bodies_small = ['sun','mercury', 'venus','earth','mars']\n",
    "    i_moon = bodies.index('moon')\n",
    "    \n",
    "    # Statische Plots\n",
    "    ax1.view_init(azim=10, elev=40)\n",
    "    ax1.set(xlabel=\"x\", ylabel=\"y\", zlabel=\"z\")\n",
    "    for i in range(n):\n",
    "        if i != i_moon:\n",
    "            ax1.plot(Loes_L.y[3*i], Loes_L.y[3*i+1], Loes_L.y[3*i+2], \n",
    "                color=bodies_data[bodies[i]]['color'], \n",
    "                     label=bodies_data[bodies[i]]['label'], lw=0.5)\n",
    "    ax1.legend(bbox_to_anchor=[0, 0.9],fontsize=10)\n",
    "    \n",
    "    ax2.view_init(azim=10, elev=40)\n",
    "    ax2.set(xlabel=\"x\", ylabel=\"y\", zlabel=\"z\")\n",
    "    for i in range(n):\n",
    "        if bodies[i] in set_bodies_small:\n",
    "            ax2.plot(Loes_L.y[3*i], Loes_L.y[3*i+1], Loes_L.y[3*i+2], \n",
    "                color=bodies_data[bodies[i]]['color'],\n",
    "                     label=bodies_data[bodies[i]]['label'], lw=0.3)\n",
    "    ax2.legend(bbox_to_anchor=[0, 0.7],fontsize=8)\n",
    "    \n",
    "    ax3.set_xlabel(\"t\")\n",
    "    ax3.set_ylabel(\"Winkel\")\n",
    "    ax3.plot(times.utc_datetime(),winkel, color=\"orange\")\n",
    "    ax3.scatter(F_1.utc_datetime(),0.1, color=\"black\", s=10)\n",
    "    ax3.scatter(F_2.utc_datetime(),0.1, color=\"brown\", s=10)\n",
    "    ax3.set_ylim(0, 7.5)\n",
    "    \n",
    "    # Animationsobjekte\n",
    "    dots_ax1 = []\n",
    "    dots_ax2 = []\n",
    "    for j, body in enumerate(bodies):\n",
    "        if body != 'moon':\n",
    "            dot = ax1.scatter([], [], [], color=bodies_data[body]['color'], s=dot_s)\n",
    "            dots_ax1.append((j, dot))\n",
    "    for j, body in enumerate(bodies):\n",
    "        if body != 'moon':\n",
    "            dot = ax2.scatter([], [], [], color=bodies_data[body]['color'], s=2*dot_s)\n",
    "            dots_ax2.append((j, dot)) \n",
    "    \n",
    "    hline, = ax3.plot([], [], color='grey', linewidth=3, alpha=0.8)\n",
    "    \n",
    "    def update(frame):\n",
    "        i = indices[frame]\n",
    "        time = times.utc_datetime()[i]\n",
    "        \n",
    "        changed_objects = []\n",
    "        for j, dot in dots_ax1:\n",
    "            dot._offsets3d = ([Loes.y[3*j][i]], [Loes.y[3*j+1][i]], [Loes.y[3*j+2][i]])\n",
    "            changed_objects.append(dot)\n",
    "        for j, dot in dots_ax2:\n",
    "            dot._offsets3d = ([Loes.y[3*j][i]], [Loes.y[3*j+1][i]], [Loes.y[3*j+2][i]])\n",
    "            changed_objects.append(dot)\n",
    "              \n",
    "        hline.set_data([time, time], [0, 7.5])\n",
    "        changed_objects.append(hline)\n",
    "        \n",
    "        return tuple(changed_objects)\n",
    "\n",
    "    ani = FuncAnimation(fig, update, frames=frames_N, interval=100, blit=True)\n",
    "    plt.close(fig) \n",
    "    return ani"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 91,
   "metadata": {},
   "outputs": [
    {
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       "\">\n",
       "  Your browser does not support the video tag.\n",
       "</video>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 91,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ani = create_animation_planets_b(Loes, Loes_l, N, set_bodies,150)\n",
    "HTML(ani.to_html5_video())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Planetenbewegungen: Vergleich Python und C++ Simulation vs. Daten"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Wir vergleichen nun die simulierten Daten mit den Ephemeriden-Daten der DE421-Datei. Wir führen dazu eine neue Simulation durch, welche die Anfangsdaten von Weihnachten 2000 (genauer: 24. Dezember 2000 um 20:30 Uhr) verwendet und bis nächste Weinachten (genauer: 24. Dezember 2026 um 20:30 Uhr) simuliert. Da die Erde nicht genau 365 Tage für eine Umrundung der Sonne benötigt, sondern etwa 365 Tage, 5 Stunden, 49 Minuten und 12 Sekunden, verwenden wir einen Wert von 365.2307715 Tagen für ein Jahr in unserer Simulation."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 92,
   "metadata": {},
   "outputs": [],
   "source": [
    "#  24. Dezember 2000 um 20:30 Uhr UTC\n",
    "start_time = ts.utc(2000, 12, 24, 20, 30)\n",
    "N = 10001\n",
    "days = np.linspace(0, 26*365.2307715, N) \n",
    "times = start_time + days"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Wir definieren das Python-Dictionary der kombinierten Massen-Gravitationsparameter der Himmelskörper neu und fügen diesem die Positions- und Geschwindigkeitswerte der gesamten neuen Zeitreihe zu."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 93,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Gravitationsparameter GM in [AU^3 / d^2]\n",
    "# Basierend auf JPL-Daten (DE421/DE440)\n",
    "# Farben für Planeten-Plots, Sonnengelb, Merkur-Grau, Venus-Beige (Atmosphäre), Erd-Blau, Mond-Hellgrau, \n",
    "# Mars-Rostrot, Jupiter-Bänder-Braun, Saturn-Goldgelb, Uranus-Hellblau/Cyan, Neptun-Tiefblau, Pluto-Graubraun\n",
    "bodies_data = {\n",
    "    'sun': {'gm': 2.959122082855911e-04, 'color': '#FFCC00', 'label': r\"$\\rm \\vec{r}_{sun}$\"},\n",
    "    'mercury': {'gm': 4.91248045036476e-11, 'color': '#A5A5A5', 'label': r\"$\\rm \\vec{r}_{mercury}$\"},\n",
    "    'venus': {'gm': 7.243452486161142e-10, 'color': '#E3BB76', 'label': r\"$\\rm \\vec{r}_{venus}$\"},\n",
    "    'earth': {'gm': 8.887692390113509e-10, 'color': '#2E5FAC', 'label': r\"$\\rm \\vec{r}_{earth}$\"},\n",
    "    'moon': {'gm': 1.093189450742374e-11, 'color': '#D3D3D3', 'label': r\"$\\rm \\vec{r}_{moon}$\"},\n",
    "    'mars': {'gm': 9.549535105170911e-11, 'color': '#E27B58', 'label': r\"$\\rm \\vec{r}_{mars}$\"},\n",
    "    'jupiter barycenter': {'gm': 2.825345909524226e-07, 'color': '#D39C7E', 'label': r\"$\\rm \\vec{r}_{jupiter}$\"},\n",
    "    'saturn barycenter': {'gm': 8.459706073245032e-08, 'color': '#C5AB6E', 'label': r\"$\\rm \\vec{r}_{saturn}$\"},\n",
    "    'uranus barycenter': {'gm': 1.292024825783306e-08, 'color': '#B5E2E2', 'label': r\"$\\rm \\vec{r}_{uranus}$\"},\n",
    "    'neptune barycenter': {'gm': 1.524357347885194e-08, 'color': '#4B70DD', 'label': r\"$\\rm \\vec{r}_{neptune}$\"},\n",
    "    'pluto barycenter': {'gm': 2.17844105333832e-12, 'color': '#96745E', 'label': r\"$\\rm \\vec{r}_{pluto}$\"}\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 94,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Daten der Positionen und Geschwindigkeiten für alle Zeiten in \"times\" abrufen und in bodies_data speichern\n",
    "for name in bodies_data.keys():\n",
    "    bodies_data[name]['r'] = eph[name].at(times).position.au \n",
    "    bodies_data[name]['v'] = eph[name].at(times).velocity.au_per_d "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Wir führen nun zwei sehr genaue Python-Simulationen (rtol=atol=$10^{-13}$) durch. Eine simulierte nur die inneren Himmelskörper (Merkur, Venus, Erde, Mond und Mars) und die andere alle im Python-Dictionary definierten Himmelskörper."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 95,
   "metadata": {},
   "outputs": [],
   "source": [
    "set_m = []\n",
    "r_0 = []\n",
    "v_0 = []\n",
    "for name in set_bodies:\n",
    "    set_m.append(bodies_data[name]['gm'])\n",
    "    r_0.append(bodies_data[name]['r'][:, 0])\n",
    "    v_0.append(bodies_data[name]['v'][:, 0])\n",
    "u_0 = np.concatenate([np.concatenate(r_0), np.concatenate(v_0)])\n",
    "\n",
    "set_bodies_6 = ['sun','mercury','venus','earth','moon','mars']\n",
    "set_n_6 = len(set_bodies_6)\n",
    "\n",
    "set_m_6 = []\n",
    "r_0 = []\n",
    "v_0 = []\n",
    "for name in set_bodies_6:\n",
    "    set_m_6.append(bodies_data[name]['gm'])\n",
    "    r_0.append(bodies_data[name]['r'][:, 0])\n",
    "    v_0.append(bodies_data[name]['v'][:, 0])\n",
    "\n",
    "u_0_6 = np.concatenate([np.concatenate(r_0), np.concatenate(v_0)])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 96,
   "metadata": {},
   "outputs": [],
   "source": [
    "fehler = 1e-13\n",
    "t_span = [0,26*365.2307715]\n",
    "tval = np.linspace(0, t_span[1], N)\n",
    "Loes = solve_ivp(DGLsys_n, t_span, u_0, t_eval=tval, args=(set_m,set_n), rtol=fehler, atol=fehler)\n",
    "Loes_6 = solve_ivp(DGLsys_n, t_span, u_0_6, t_eval=tval, args=(set_m_6,set_n_6), rtol=fehler, atol=fehler)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Die untere Abbildung vergleicht nun die Simulation, in der nur die Inneren Himmelskörper verwendet wurden mit den Daten der Ephemeriden-Datei 'de421'."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 97,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1100x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(11, 5))\n",
    "plt.title(r\"Abweichungen $\\Delta x$ der Python-Lösung von den de421-Ephemeriden-Daten (nur innere Planeten)\")\n",
    "plt.xlabel(\"t\")\n",
    "plt.ylabel(r\"$\\Delta$x\")\n",
    "for i in range(len(set_bodies_6)):\n",
    "    if i != set_bodies.index(\"moon\"):\n",
    "        plt.plot(times.utc_datetime(),Loes_6.y[3*i]-bodies_data[set_bodies_6[i]]['r'][0,:],color=bodies_data[set_bodies_6[i]]['color'], label=bodies_data[set_bodies_6[i]]['label'])\n",
    "plt.legend(loc='upper left',fontsize=14);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Man erkennt, dass die simulierten inneren Planeten wohl einem systematischen Fehler unterliegen. Wie wir im Folgenden sehen werden ist der Fehler wirklich nicht von numerischer Natur, sondern die nicht simulierten anderen Planeten wirken auch gravitativ auf die inneren Himmelskörper und verursachen den in der oberen Abbildung gezeigten Fehler."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Die unetere Abbildung zeigt nun die Abweichungen der Simulation in welcher alle Planeten berücksichtigt wurden."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 98,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1100x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(11, 5))\n",
    "plt.title(r\"Abweichungen $\\Delta x$ der Python-Lösung von den de421-Ephemeriden-Daten (alle Planeten)\")\n",
    "plt.xlabel(\"t\")\n",
    "plt.ylabel(r\"$\\Delta$x\")\n",
    "for i in range(len(set_bodies)):\n",
    "    if i != set_bodies.index(\"moon\"):\n",
    "        plt.plot(times.utc_datetime(),Loes.y[3*i]-bodies_data[set_bodies[i]]['r'][0,:],color=bodies_data[set_bodies[i]]['color'], label=bodies_data[set_bodies[i]]['label'])\n",
    "plt.legend(loc='upper left',fontsize=14);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Die Simulation stimmt nun gut mit den Daten der Ephemeriden-Datei überein (siehe obere Abbildung) und auch die simulierte Bewegung des Mondes (siehe untere Abbildung) zeigt nur kleine Abweichungen. Der hauptsächliche Grund, für die Abweichungen liegt hier wiederum nicht in der Numerik, sondern es handelt sich auch hier um einen kleinen systematischen Fehler, der dadurch bedingt ist, dass die Daten in der Ephemeriden-Datei Korrekturen verursacht durch die Allgemeine Relativitätstheorie mit in ihre Berechnungen einbeziehen. Die Allgemeine Relativitätstheorie im Vergleich zur Newtonschen Gravitation sorgt unter anderem für die Periheldrehung (besonders stark bei Merkur) und eine leicht veränderte gravitative Anziehung in Sonnennähe."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 99,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1100x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(11, 5))\n",
    "plt.title(r\"Abweichungen $\\Delta x$ der Python-Lösung von den de421-Ephemeriden-Daten (nur Mond)\")\n",
    "plt.xlabel(\"t\")\n",
    "plt.ylabel(r\"$\\Delta$x\")\n",
    "for i in range(len(set_bodies)):\n",
    "    if i == set_bodies.index(\"moon\"):\n",
    "        plt.plot(times.utc_datetime(),Loes.y[3*i]-bodies_data[set_bodies[i]]['r'][0,:],color=bodies_data[set_bodies[i]]['color'], label=bodies_data[set_bodies[i]]['label'])\n",
    "plt.legend(loc='upper left',fontsize=14);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Wir stellen uns die Simulation wieder in einer Animation dar."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 100,
   "metadata": {},
   "outputs": [],
   "source": [
    "def create_animation_planets_c(Loes, N, bodies, bodies_data, frames_N=100, trail_length=50):\n",
    "    dN = int(N / (frames_N + 1))\n",
    "    dot_s = 15\n",
    "    n = len(bodies)\n",
    "    inner_bodies = ['sun', 'mercury', 'venus', 'earth', 'moon', 'mars']\n",
    "    \n",
    "    fig = plt.figure(figsize=(10, 6), facecolor='white')\n",
    "    gs = gridspec.GridSpec(1, 2, width_ratios=[1.5, 1], wspace=0.2, top=0.75)\n",
    "    \n",
    "    ax1 = fig.add_subplot(gs[0], projection='3d')\n",
    "    ax2 = fig.add_subplot(gs[1], projection='3d')\n",
    "    \n",
    "    dots1, trails1 = [], []\n",
    "    dots2, trails2 = [], []\n",
    "    all_legend_handles = [] \n",
    "    \n",
    "    for i, name in enumerate(bodies):\n",
    "        color = bodies_data[name]['color']\n",
    "        label = bodies_data[name]['label']\n",
    "        \n",
    "        # Hauptplot: Alle Planeten\n",
    "        ax1.plot(Loes.y[3*i], Loes.y[3*i+1], Loes.y[3*i+2], color=color, lw=0.4, alpha=0.5, linestyle=\":\")\n",
    "        d1 = ax1.scatter([], [], [], color=color, s=dot_s, label=label)\n",
    "        t1, = ax1.plot([], [], [], color=color, lw=1.2, alpha=0.3)\n",
    "        dots1.append(d1)\n",
    "        trails1.append(t1)\n",
    "        all_legend_handles.append(d1)\n",
    "        \n",
    "        # Fokusplot: nur innere Planeten\n",
    "        if name in inner_bodies:\n",
    "            d2 = ax2.scatter([], [], [], color=color, s=dot_s)\n",
    "            t2, = ax2.plot([], [], [], color=color, lw=1.2, alpha=0.6)\n",
    "            dots2.append((i, d2, t2))\n",
    "\n",
    "    ax2.legend(handles=all_legend_handles, \n",
    "               loc='lower center', \n",
    "               bbox_to_anchor=(0.5, 0.95), \n",
    "               ncol=4, \n",
    "               fontsize=10, \n",
    "               frameon=True,\n",
    "               edgecolor='gray')\n",
    "\n",
    "    # Achsen-Limits \n",
    "    limit_main = max(abs(Loes.y[0::3].min()), abs(Loes.y[0::3].max())) * 1.1\n",
    "    limit_inner = 2.0 \n",
    "\n",
    "    for ax, lim in zip([ax1, ax2], [limit_main, limit_inner]):\n",
    "        ax.set_xlim(-lim, lim)\n",
    "        ax.set_ylim(-lim, lim)\n",
    "        ax.set_zlim(-lim, lim)\n",
    "\n",
    "    def update(frame):\n",
    "        idx = frame * dN\n",
    "        progress = frame / frames_N\n",
    "        \n",
    "        # Änderung im Viewpoint\n",
    "        ax1.view_init(elev=25 + (90 - 25) * progress, azim=10 + (0 - 10) * progress)\n",
    "        ax2.view_init(elev=25 + (90 - 25) * progress, azim=10 + (0 - 10) * progress)\n",
    "        \n",
    "        changed_objects = []\n",
    "        \n",
    "        # Update Hauptplot\n",
    "        for i in range(n):\n",
    "            dots1[i]._offsets3d = ([Loes.y[3*i][idx]], [Loes.y[3*i+1][idx]], [Loes.y[3*i+2][idx]])\n",
    "            s_idx = max(0, idx - trail_length * dN)\n",
    "            trails1[i].set_data(Loes.y[3*i][s_idx:idx+1], Loes.y[3*i+1][s_idx:idx+1])\n",
    "            trails1[i].set_3d_properties(Loes.y[3*i+2][s_idx:idx+1])\n",
    "            changed_objects.extend([dots1[i], trails1[i]])\n",
    "\n",
    "        # Update Fokusplot\n",
    "        for i, d2, t2 in dots2:\n",
    "            d2._offsets3d = ([Loes.y[3*i][idx]], [Loes.y[3*i+1][idx]], [Loes.y[3*i+2][idx]])\n",
    "            s_idx = max(0, idx - trail_length * dN)\n",
    "            t2.set_data(Loes.y[3*i][s_idx:idx+1], Loes.y[3*i+1][s_idx:idx+1])\n",
    "            t2.set_3d_properties(Loes.y[3*i+2][s_idx:idx+1])\n",
    "            changed_objects.extend([d2, t2])\n",
    "            \n",
    "        return tuple(changed_objects)\n",
    "\n",
    "    ani = FuncAnimation(fig, update, frames=frames_N, interval=150, blit=True)\n",
    "    plt.close(fig) \n",
    "    return ani"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 101,
   "metadata": {},
   "outputs": [
    {
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       "\">\n",
       "  Your browser does not support the video tag.\n",
       "</video>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 101,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ani = create_animation_planets_c(Loes, N, set_bodies,bodies_data,150,50)\n",
    "HTML(ani.to_html5_video())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Wir vergleichen nun die Simulation mit der C++-Version. Die Simulation benutzte die gleichen Massen und Anfangswerte der Planeten und simulierte auch für einen Zeitbereich von 26 Jahren. Der Zeitbereich wurde in $N_{C++}=500000$ zeitlichen Gitterpunkten unterteilt, wobei wir in der Ausgabedatei (\"Planeten.dat\") nur jeden 50-ten Punkt ausgaben."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 102,
   "metadata": {},
   "outputs": [],
   "source": [
    "data_C = np.genfromtxt(\"./Planeten.dat\")  # Daten des C++ Simulation einlesen"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 103,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1100x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(11, 5))\n",
    "plt.title(r\"Abweichungen $\\Delta x$ der C++-Lösung von den de421-Ephemeriden-Daten\")\n",
    "plt.xlabel(\"t\")\n",
    "plt.ylabel(r\"$\\Delta$x\")\n",
    "for i in range(len(set_bodies)):\n",
    "    if i != set_bodies.index(\"moon\"):\n",
    "        plt.plot(times.utc_datetime(),data_C[:,2+i*6]-bodies_data[set_bodies[i]]['r'][0,:],color=bodies_data[set_bodies[i]]['color'], label=bodies_data[set_bodies[i]]['label'])\n",
    "plt.legend(loc='upper left',fontsize=10);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Die C++-Simulation stimmt auch gut mit den Daten der Ephemeriden-Datei überein (siehe obere Abbildung) und auch die simulierte Bewegung des Mondes (siehe untere Abbildung) zeigt nur kleine Abweichungen. Die Restabweichungen liegen wieder an dem systematischen Fehler der Nichtberücksichtigung der Effekte der Allgemeinen Relativitätstheorie."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 104,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1100x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(11, 5))\n",
    "plt.title(r\"Abweichungen $\\Delta x$ der C++-Lösung von den de421-Ephemeriden-Daten (nur Mond)\")\n",
    "plt.xlabel(\"t\")\n",
    "plt.ylabel(r\"$\\Delta$x\")\n",
    "for i in range(len(set_bodies)):\n",
    "    if i == set_bodies.index(\"moon\"):\n",
    "        plt.plot(times.utc_datetime(),data_C[:,2+i*6]-bodies_data[set_bodies[i]]['r'][0,:],color=bodies_data[set_bodies[i]]['color'], label=bodies_data[set_bodies[i]]['label'])\n",
    "plt.legend(loc='upper left',fontsize=10);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Die untere Abbildung vergleicht nun die C++-Simulation mit der Python-Simulation. Man erkennt einen sehr kleinen Fehler von $\\Delta x \\approx 10^{-7}$."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 105,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1100x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(11, 5))\n",
    "plt.title(r\"Abweichungen $\\Delta x$ der Python mit der C++-Lösung\")\n",
    "plt.xlabel(\"t\")\n",
    "plt.ylabel(r\"$\\Delta$x\")\n",
    "for i in range(len(set_bodies)):\n",
    "    if i != set_bodies.index(\"moon\"):\n",
    "        plt.plot(times.utc_datetime(),data_C[:,2+i*6]-Loes.y[3*i],color=bodies_data[set_bodies[i]]['color'], label=set_bodies[i])\n",
    "plt.legend(loc='lower left',fontsize=10);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Betrachtet man Merkur und Erde nicht, dann reduziert sich der Fehler sogar auf $\\Delta x \\approx 10^{-10}$."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 106,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1100x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(11, 5))\n",
    "plt.title(r\"Abweichungen $\\Delta x$ der Python mit der C++-Lösung (ohne Merkur und Erde)\")\n",
    "plt.xlabel(\"t\")\n",
    "plt.ylabel(r\"$\\Delta$x\")\n",
    "for i in range(len(set_bodies)):\n",
    "    if i not in [set_bodies.index(\"moon\"),set_bodies.index(\"mercury\"),set_bodies.index(\"earth\")]:\n",
    "        plt.plot(times.utc_datetime(),data_C[:,2+i*6]-Loes.y[3*i],color=bodies_data[set_bodies[i]]['color'], label=set_bodies[i])\n",
    "plt.legend(loc='lower left',fontsize=10);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Lediglich die Mond-Berechnungen unterscheiden sich noch um $\\Delta x \\approx 10^{-6}$."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 107,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1100x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(11, 5))\n",
    "plt.title(r\"Abweichungen $\\Delta x$ der Python mit der C++-Lösung (nur Mond)\")\n",
    "plt.xlabel(\"t\")\n",
    "plt.ylabel(r\"$\\Delta$x\")\n",
    "for i in range(len(set_bodies)):\n",
    "    if i == set_bodies.index(\"moon\"):\n",
    "        plt.plot(times.utc_datetime(),data_C[:,2+i*6]-Loes.y[3*i],color=bodies_data[set_bodies[i]]['color'], label=set_bodies[i])\n",
    "plt.legend(loc='lower left',fontsize=10);"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "venv",
   "language": "python",
   "name": "venv"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.12.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
