{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "##### Universidade Federal do Rio Grande do Sul (UFRGS) \n", "Programa de Pós-Graduação em Engenharia Civil (PPGEC) \n", "\n", "# PEC00025: Introduction to Vibration Theory\n", "\n", "\n", "### Class 15 - Vibration of plates\n", "\n", "[1. The plate equation](#section_1) \n", "[2. Static solution by approximation](#section_2) \n", "[3. Potential and kinetic energies](#section_3) \n", "[3.1. Potential energy](#section_31) \n", "[3.2. Reference kinetic energy](#section_32) \n", "[4. Vibration modes and frequencies](#section_4) \n", "[5. Assignment](#section_5) \n", "\n", "---\n", "_Prof. Marcelo M. Rocha, Dr.techn._ [(ORCID)](https://orcid.org/0000-0001-5640-1020) \n", "_Porto Alegre, RS, Brazil_ \n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "# Importing Python modules required for this notebook\n", "# (this cell must be executed with \"shift+enter\" before any other Python cell)\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "# Modules required for surface plots\n", "from mpl_toolkits.mplot3d import Axes3D\n", "import matplotlib.cm as cm\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1. The plate equation \n", "\n", "Analogously to the bending of beams shown in the last class, for the bending\n", "of plates it can be shown (_Theory of Plates and Shells_, by Timoshenko\n", "and Woinowsky-Krieger, 1959) that a moment-curvature relation can be \n", "formulated in cartesian coordinates as:\n", "\n", "\\begin{align*}\n", " M_x &= D\\left( \\frac{\\partial^2 w}{\\partial x^2} + \n", " \\nu \\frac{\\partial^2 w}{\\partial y^2} \\right) \\\\\n", " M_y &= D\\left( \\frac{\\partial^2 w}{\\partial y^2} + \n", " \\nu \\frac{\\partial^2 w}{\\partial x^2} \\right) \\\\\n", " M_{xy} &= -D(1 - \\nu)\\left( \\frac{\\partial^2 w}{\\partial x \\, \\partial y}\\right) \n", "\\end{align*}\n", "\n", "what comes from the assumption of a thin plate undergoing small displacements \n", "with a linear elastic behavior. \n", "\n", "\"Plate\n", "\n", "The curvatures have been approximated by the\n", "second derivative of the plate displacements, $w(x,y)$, in $z$ direction, such that\n", "the curvature radius are:\n", "\n", "$$ \\frac{1}{R_x} \\approx \\frac{\\partial^2 w}{\\partial x^2}, \\hspace{8mm}\n", " \\frac{1}{R_y} \\approx \\frac{\\partial^2 w}{\\partial y^2}, \\hspace{8mm}\n", " \\frac{1}{R_{xy}} \\approx \\frac{\\partial^2 w}{\\partial x \\, \\partial y} $$\n", " \n", "The curvature $1/R_{xy}$ is also called _twist_, while the parameter $D$ \n", "is called the _plate flexular rigidity_ or simply _plate constant_:\n", "\n", "$$ D = \\frac{E \\; t^3}{12(1 - \\nu^2)} $$\n", "\n", "with $E$ being the elasticity (Young's) modulus, $\\nu$ the Poisson's ratio,\n", "and $t$ the plate thickness.\n", "\n", "For a given load $q(x,y)$ orthogonal to the plane surface, it can be shown \n", "that the plate transversal displacements, $w(x,y)$, are the solution of the \n", "_Germaine-Lagrange_ bi-harmonic equation:\n", "\n", "$$ \\nabla^2 \\nabla^2 \\, w = -\\frac{p}{D} $$\n", "\n", "which in cartesian coordinates reads:\n", "\n", "$$ \\frac{\\partial^4 w}{\\partial x^4} +\n", " 2\\frac{\\partial^4 w}{\\partial x^2 \\partial y^2} + \n", " \\frac{\\partial^4 w}{\\partial y^4} = -\\frac{p(x,y)}{D} $$\n", "\n", "Observe the similarity of the equation above with the beam equation:\n", "\n", "$$ \\frac{\\partial^4 w}{\\partial x^4} = -\\frac{p(x)}{EI} $$\n", "\n", "The equations above could also be formulated in cylindrical coordinates for\n", "analysing circular plates, but in this notebook we shall focuse on retangular\n", "plates with the conventions depicted in the following figure, taken \n", "from Timoshenko's book:\n", "\n", "\"Timoshenko\n", "\n", "This notebook is concerned with _approximate solutions aiming at the\n", "estimation of dynamic response of plates_, rather than daring to be a complete\n", "course on plate analysis. \n", "Specifically, we shall look at the potential elastic, $V$, and the\n", "reference kinetic energies estimates, $T_{\\rm ref}$, in order to obtain the \n", "plate natural vibration frequencies through Rayleigh's quotient. \n", "Once natural frequencies are known, it is then possible to estimate the plate \n", "response under dynamic loading by modal superposition.\n", "\n", "We will use as an example a $8\\times5$ meters simply supported thin reinforced \n", "concrete plate, with thickness $t = 0.1$m. \n", "The elasticity modulus for concrete is assumed to be $E = 30$GPa and the \n", "Poisson's ratio is $\\nu = 0.2$. \n", "The material average density (specific mass) is assumed to be $2500 {\\rm kg/m^3}$.\n", "In the script below we define the plate parameters and carry out a discretization\n", "of the plate surface.\n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# Material data\n", "\n", "E = 30.e9 # elasticity modulus (N/m2)\n", "nu = 0.2 # Poisson's ratio (non-dim)\n", "ro = 2500. # density (specific mass, kg/m^3)\n", "t = 0.1 # plate thickness (m)\n", "a = 8.0 # dimension in x direction (m)\n", "b = 5.0 # dimension in y direction (m)\n", "\n", "D = E*t**3/12/(1 - nu**2) # plate constant (Nm)\n", "mu = ro*t # mass per unit area (kg/m^2)\n", "\n", "# Domain discretization\n", "\n", "N = 40 # number of nodes per meter\n", "nx = int(N*a) # number of discretization points in x\n", "ny = int(N*b) # number of discretization points in y\n", "\n", "dx = a/(nx - 1) # discretization length in x direction\n", "dy = b/(ny - 1) # discretization length in y direction\n", "\n", "sx = 1 + int(a) # plot stride in x direction\n", "sy = 1 + int(b) # plot stride in y direction\n", "\n", "x = np.linspace(0, a, nx) # x axis discretization\n", "y = np.linspace(0, b, ny) # y axis discretization\n", "\n", "X, Y = np.meshgrid(x, y, copy=False) # xy mesh definition (save memory)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we propose a tentative solution, $w_0(x,y)$, that respect the kinematic boundary \n", "conditions both in terms of displacements and rotations. \n", "For the simply suported plate, we assume that a product of two half sine functions \n", "may be used:\n", "\n", "$$ w_0(x,y) = w_{\\rm max} \\sin\\left( i\\frac{\\pi x}{a} \\right) \\sin\\left( j\\frac{\\pi y}{b} \\right) $$\n", "\n", "com $i = j = 1$, where $w_{\\rm max}$ maximum amplitude that must occur at the center of the plate.\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Hypothetical solution (by now with unity amplitude)\n", "\n", "W0 = 1.0 * np.sin(np.pi*X/a) * np.sin(np.pi*Y/b)\n", "\n", "# Visualization\n", "\n", "f1 = plt.figure(1, figsize=(5,5))\n", "ax = f1.add_subplot(projection='3d')\n", "\n", "ax.plot_surface(X, Y, W0, \n", " rstride=sy, cstride=sx, \n", " cmap=cm.bone, shade=True);\n", "\n", "ax.set_xticks(np.linspace(0, a, sx)); ax.set_xlim((0, a));\n", "ax.set_yticks(np.linspace(0, b, sy)); ax.set_ylim((0, b));\n", "ax.set_zticks(np.linspace(0, 1.5, 4)); ax.set_zlim((0, 1.5));\n", " \n", "f1.tight_layout()\n", "plt.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The function defined above has a unity amplitude, what leaves the actual amplitude to be\n", "still evaluated according to the type of analysis (imposed load or free vibration).\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2. Static solution by approximation \n", "\n", "Most of the approximate solutions requires the calculation of second order derivatives\n", "of function $w(x,y)$. \n", "\n", "To provide a general differentiation scheme, in the following scripts\n", "we use ```numpy``` resources to fit, evaluate, and differentiate a 2D polynomial of \n", "fourth order:\n", "\n", "$$ w(x,y) = \\sum_i \\sum_j \\, C_{ij} \\, x^i \\, y^j $$\n", "\n", "The data that must be provided to the least squares fitting algorithim can be the\n", "discretized tentative function, but also any bunch of coordinates that resembles\n", "the expected deformed shape. You can even _draw_ this deformed shape and measure\n", "the coordinates from your drawing (!!!).\n", "The important issue is satisfying the kinematic boundary conditions \n", "(displacements and rotations).\n", "\n", "Below is a demonstration how to fit such polynomial to the proposed solution:\n" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[[ 1.52e-06 7.74e-04 2.67e-05 -7.26e-05 7.26e-06]\n", " [ 4.70e-04 2.38e-01 8.22e-03 -2.24e-02 2.24e-03]\n", " [ 1.02e-05 5.16e-03 1.78e-04 -4.84e-04 4.84e-05]\n", " [-1.72e-05 -8.74e-03 -3.01e-04 8.20e-04 -8.20e-05]\n", " [ 1.08e-06 5.46e-04 1.88e-05 -5.12e-05 5.12e-06]]\n" ] } ], "source": [ "# Fitting a fourth order 2-D polynomial to w(x,y)\n", "\n", "X = X.flatten() # converting matrices into 1-D vectors\n", "Y = Y.flatten()\n", "B = W0.flatten()\n", "\n", "# Ci0 Ci1 Ci2 Ci3 Ci4\n", "A = np.array([X*0+1, Y, Y**2, Y**3, Y**4,\n", " X, X*Y, X*Y**2, X*Y**3, X*Y**4,\n", " X**2, X**2*Y, X**2*Y**2, X**2*Y**3, X**2*Y**4,\n", " X**3, X**3*Y, X**3*Y**2, X**3*Y**3, X**3*Y**4,\n", " X**4, X**4*Y, X**4*Y**2, X**4*Y**3, X**4*Y**4]).T\n", "\n", "Cij, resid, rank, singv = np.linalg.lstsq(A, B, rcond=None)\n", "Cij = Cij.reshape(5,5)\n", "\n", "np.set_printoptions(precision=2)\n", "print(Cij)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The fitted polynomial is evaluated and plotted below to demonstrate the \n", "quality of the fitting procedure:\n" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Root mean square error across the plate: 0.038%\n" ] }, { "data": { "image/png": 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f6CFgMAAm8owqFNa+F7amzWQyeP78ORKJBB48eAC73X6m68rdDKfR3PVXbfNxGUS+FLGxuqQxDxmrS/JaWlpaahqrm8/nkcvlmOgzJGEiz5CE53nk8/ky93wgEMD09DScTicmJiYkW9Oehkaw5EsfjszSrw9yu+vrJYo6nQ5tbW1oa2sDAKTTabz++uvI5/MnGqsrJfqkTp+49xlXCybyjDJI1i9pCHL//n2aeb60tIStrS2MjIygvb393B6IjSDyjcBVtcIuoyVfDZLLMjg4CL1ef+yxupVEHxDvxsdE//LDRJ5RRGFyHc/zSCQSUCgUSCaTmJqaAs/zGB8fh9lsPtfjkNtdf5LfX0bk6l0vF3LnAwDfO+enHasrJvpkrC7ARP+qwESeQSmtfSelPV6vF7Ozs/B4PBgaGqq5Ne1pkEtQG1Xkr9LmQk6hJYlvckC+YzGhVShOP1a3VPTJ/U4sfeCoDNBsNhdl7zMuNkzkGZK174IgIJvNYm5uDjdu3EBra2vdjqkRy9XkePhfxaE4clvTcm4wgNq+c4Xi9GN1CzfrZNPw5ptv4oUXXqCbgkJLX61WX9nw0UWGifwVR6r2PRaL4fnz5xAEARMTE7RHd71oxN71wNWyqK8icm8wAHFLvhoKRflY3VgsVlSnr1AUj9U1mUxFol/YW7/Q0s9ms/R3pYl8TPQbHybyVxgyG7vUet/a2sLi4iLa29uxtbVVd4EH5Ot4x9z18iO30F4ES74aCoUCVqsVVqtVcqwu6c1PhJ88B8jfl1r6YqLPxuo2PkzkryDEPZ/L5Ypq33O5HGZmZhCJRHD37l2YTCZsbW3J8uBrREueJd5d/nXlFvnzqmsXG6tLJuyRKhqVSgWe57G7u1s0VhcoFn1yDxAjQaobHxP9xoCJ/BVDyj0fDocxNTUFi8WCJ0+eQKvV0ixcOR58jWjJA/JY1FftQSl3dr1cyWb1XFupVMJut9MmVhzHYW9vD2tra/D5fFXH6gJgon9BYCJ/RSh0txHRJqK2urqKtbU1DA4Ooru7u2j3DqDIjVcvWHb91eUqu+vlWlulUsFkMkGn0+HevXvHHqtL3gMoFv1MJlOxZI+J/vnDRP4KUNiaFvhekk06ncb09DTS6TQePnxIXXkEIuz1dpuTY6z3utW8B1ctJi/nhuYqirycawPFm/nTjtUl71E4YU8QhDLRJ0l8arWaDds5J5jIX3KI9U4Ek9zEfr8f09PTaG5uxt27d6FWl18Kcoq8UqmkIYV6wix1+ZHbXS+nyMtZl17JY3ceY3UFQUA6naavIaLPJuydLUzkLymF7vnC7HnSmnZ7exujo6Nob2+XfA9yc8plyTdaTF4uS/4qPuiuotDK6a4n69f62c9irC5QLvp/8zd/g9u3b8NkMjHRPyOYyF9CpJLrEokEpqamAAATExMwmUxV30uO9rJA4zbDuWqWvlxtba+iy1yO3JezWv8kY3WJ97AwP4jjOGi1Who6K7T0SyfsMdGvDSbyl4zS1rTkJtjb28Ps7Cw6OjowNDRU880sR5Y7WbfRSujkpFGP6zyQO8P9KnoRgLPdZNQyVtdisVDBLxxVXdhOt9DS53meir5SqSxL5GOiLw4T+UuCVO17Pp/H/Pw8Dg4OcOvWLXrT1Qpz19f++8uE3J/zqlryF8Vdf1zExuoS0SdjdS0WCwDg8PAQTqezbKwuUCz6HMeB4zjJkj0m+kcwkb8ESLnno9EopqamoNVq8eTJE+j1+mO/t5zu+kaz5FlMvj6wxDt5qGe4QK/Xw+12w+12AwBSqRQODg4QjUaxuLiIfD4Pq9V6rLG6paJP3PuFffev2r0EMJG/8BDrvbQ17ebmJpaWltDb24v+/v4TX9xXKSYPVK+TZ5w/V9WabgRLXq71DQYDmpubsba2hidPnhSN1d3Z2QHHccceq5vP55HL5ejvS2P6V0X0mchfUEpr34nAZ7NZzMzMIBqN4t69e7TO9aTIJfKs411jrHsVHoKFXHVLvh5jpKXgOI6K71mP1ZUS/cJhO5d1rC4T+QtIae07uWhDoRCmp6dhtVoxMTFB61RPA3PX1/57xtkgt9BeZUte7k2G2PoKxenH6tYi+qXd+C6L6DORv0BI1b4LgoCVlRWsr6/j2rVr6OrqOrOHhVzCJrclz/M84vF4mYUgB3KVscnJVRT5RrDkxZpi1QtiyVdDoTi7sbrA90Q/l8vB6/UiFouhr6/v0og+E/kLglRyXTqdxtTUFLLZLB49egSr1Xqm616lmDx5CKRSKUxOTiIajUKpVNIHRaH3hHF+XNXEu0aw5OVe/yRCqlAcf6yu0WgUFf1cLod0Og2FQlE0VveFF17An/zJn+DOnTtn/bHPHSbyFwCp2veDgwM8f/4cLS0tuHfv3rnswq+au57jOLz++utoaWnBrVu3aCwwGAwiHA4DAObm5uBwOOB0OumQjvNGbsu6nshtTV/lZjhyxuTPav1KY3UPDg6wsrICtVpdNmGP3P/Eai9s672xsSGrl+M0XMyjviIIgkBHNxYOcOA4DouLi9jb28Po6Cg8Hs+5HcNVSbwTBAE7OzvI5XK4ceMG3G43stksLBYLrFYruru7sbu7i93dXeh0Ouzs7GB+fh4mk4kKfmEXr8vCVQpRAFd3gwHIv8kgRsxZUzhWt7e3FxzHUdEvHauby+XK7mGSA2A2m8/82OrB5XoiXSKIe35jYwOBQAD37t2DQqFAPB7H1NQUlEolJiYmYDQaz/U4roK7PpvNYnp6GvF4HGq1Gu3t7aKfmTTb6O/vR39/P3K5XFkXL6vVCqfTCYfDAavVeiYPrauY4S7n2lc5Ji/3+vXwJBDXvcPhAICisbqhUAjZbBaHh4e0kdiTJ08AgDbrOSkvv/wyfvu3fxvvvPMOvF4vvvzlL+ODH/yg5Ou//e1v4z3veU/Zz+fn5zE8PFzzukzkG5DC2nfS4QkAtR67urowODhYlxvysne8i0QimJychM1mw61bt/DOO+/UfEwajaaodSep7Q2FQtjZ2QHP87Db7XRkZ2EckFGZqyi0jRATl3P987Lkq1E4VjebzUKr1cJut+OVV17BZz7zGfzSL/0STCYTPvrRj+L7v//78Z73vAetra3HXieRSODWrVv4yZ/8SfzIj/xIzX+3uLhYlGtF5gPUChP5BqKw9p08bFQqFTiOw/T0NILBIG7fvn3sL/k0XNbe9YIgYGtrC0tLSxgcHER3dzfi8fipmuEYDAYYDAZ4PB4IgoB4PF6U/KNWq6mVf9x4fr2/A7mtaTnXvoobDKAxYvJyZ7BzHAeNRgOXy4UPfvCD+OAHP4inT5/ih37oh2C1WvFbv/Vb+PEf/3EMDQ3hd37nd/D+97+/5vd+//vff6zXE1paWop6+x8XJvINAs/zyOfzotnzh4eHUKlUmJiYOFFr2tNwGd31+XweMzMzCIfDuH//PnXbnWWdvEKhgMVigcViQVdXF40DhkIh7O7uXol4/kmRW2jlTLy7yiJbawndeR9D6TkgnfJ+53d+h/YjefnllzEwMFCXY7pz5w7S6TRGR0fxq7/6q6Iu/Eqwp4rMFNa+kwcMEZP19XWsrKxAo9Hg/v37sjx8Llt2fSwWw+TkJPR6PSYmJoqs6UIRlzrXJ914lMYBpeL5RPQL4/lX0cV/VUVebkte7nBBI4h86THE4/GisdxOp7NiLP2scLvd+MM//EPcu3cPmUwGf/Inf4L3vve9+Pa3v413v/vdNb8PE3kZKW1NSwS+MBFsaGgIm5ubst18lym7nozb7enpwcDAQNk5Pe6/T0OleP7u7m5RPJ/n+SvV1vYqu+vlFlm5LXmNRiPb+uQYSkU+mUwWNdOpF0NDQxgaGqL/Hh8fx/b2Nj7xiU8wkb8IFNa+F3ZfCgaDmJ6ehsPhwJMnTxCPx6kLXw5IyZ4c657Vw57neczPz8Pn81XMaZCzrW2leH4+n8fU1BRcLhdNEKpXfb4cXFWhlVtk5bak5f78gLjIJxKJIkteTh4/fozPf/7zx/obJvJ1hoxEzOfzRa1peZ7HysoKNjc3MTw8jI6ODjpEQc4ua3Il3p2Vuz6ZTGJychIKhQITExMwGAwV1wQqW5L1OBel8fxXXnkFvb29yGQyNJ5vNBqp4J9HPP8qNd8pRO4NhtwiL7cl36ju+kapkX/27Bkdz1srTOTriFRr2lQqhampKeTzeTx+/LioHlMud7nc65/F5oJ0BHS73RgeHq76ACsUebEHvZwhE4vFgo6ODgBH8fxIJIJQKFQ1nn8RkVtoWVtb+daX+7o9T0s+Ho9jZWWF/nt9fR2Tk5NwOp3o6urCxz72Mezu7uKP//iPAQAvvvgienp6MDY2hmw2i89//vP40pe+hC996UvHWpeJfJ3geR7ZbLbIegcAn8+HmZkZKkSlF5hSqQTHcbI9fC5idr0gCFheXsbm5ibGxsZq7ghYi8g3goWr0WjQ3NxMww6Fs7efP39eFM8vHc5xUbiKIi+nJU8SgJklf34i//bbbxdlxn/4wx8GAPzET/wEXnrpJXi9XmxtbdHfZ7NZ/OIv/iJ2d3dhMBgwNjaGr33ta/jBH/zBY63LRP6cIe55kj1f2Jp2YWEBXq8X169fR1tbm+jfkwvuqor8cT93JpPB1NQUMpkMxsfHT+Rmk9tdf9x1S+P5iUQCoVCoqD6fWPkOh6PuZZjHRc5zfFUteXLOr3JMniS4ion8Wbjrv+/7vq/itf3SSy8V/fsjH/kIPvKRj5x6XSby54iUez4Wi2Fqagpqtbpqa9rCIQly3AByuuuB421uwuEwJicn4XA4cPfu3WPHqavF5BvFkq9E4RhOMpGLtOwsjeeTkr5K50mu7Ho5s/qvoiVP7nG5RVbOTQZ5Tjdy4t1JYCJ/ThRa74W179vb21hYWEB3dzcGBgaq3lTk9xzHydIsRc62tkBtVp0gCNjY2MDKygquXbuGrq6uEz2oaxF5OTjNuoWjcvv6+ori+aurq0ilUrBYLDSJr1Hi+VdR5OW05Mk9fhXb2hLIORAroSOlrhcRJvJnjFTtey6Xw+zsLMLhMO7evQuXy1XT+xVa8nIgZ1tboLrI53I5zMzM4PDwEA8ePDhV+8daHnCN6K4/DqXx/HQ6jVAoVBbPJ2M65fi8cp9jZsnLg9yWfD6fL8qXIsTjcfT19cl0VKeHifwZQmrfS2+YSCSCqakpmEymsi5r1SA19HLVyssZkwcqb26i0SgmJydhNBoxMTEBrVZ7JmteZHf9cdHr9fB4PKLxfAD4zne+Q638esbz5bTkr+KAmtKEYDloBEtebJNBmuFcVJjInwGFrWkLbxbSmnZ1dRUDAwPo6ek50U0kZxmd3CIvJapkIl9vby/6+/vP5OHUqO76elEYz3e73XjllVcwMjKCaDSK3d1dLCwswGAw1BzPPyksJl9/5C6fI8cgd0xebP1GqpM/CUzkT4lUcl0mk8H09DSSySQePnxI3Z8nQc6GOHKLfOnaHMdhfn4e+/v7uHPnDpqams58zcKHfangy9UYSC7sdjuampqqxvMdDgdsNtuZiNRVddc3giUvF41cwpdMJpnIX1UKW9MWuroCgQCmp6fhcrlw586dU1s7clrycibelYpsMpnEs2fP6ES+St3rTrNuI7rrG6F3vVg8n/Tb39vbQz6fpxa+0+k8VX3+VeuZT9aX05KX21UOyFvCJyXyLLv+ClKpNe3y8jK2trYwMjKC9vb2M3lYXcWYPFAsqvv7+3j+/Dna29sxNDR0rg+kq+quPy56vR5utxtut7sonh8Oh7G+vl40ec/pdNYcz5dzI0U2l3IgtyUvt8AC8ib+ieUEkOu6sAvpRYOJ/DGRcs8nk0lMTU2B5/kTN2GRQm53vZxWJMdxWFxcxNbWFm7cuCHZNOgs12y0ZjgXwaqtVJ+/t7eHxcVFGAwGKvh2u73ixLGrVJ9fuP5Vjck3Qna/VJnyWTXDkQsm8seA1L6XZqJ6vV7Mzs7C4/FgaGjozHfEVzHxDjh60M/MzJzLxqnSmo3orr9olNbn5/N52nq3WjxfzsQ7OZPu5Lbk5RbYRs3uZ9n1V4DS2ndyMebzeSwsLGB/fx83btxAa2vruax/Fd31ZMSqVqvF7du369YIqNJDRm4r7yKjVqurxvNJv30yq6HeyC3ygLzle3LH5OVuwiQWk+c4DqlUilnyl5nS2ncSs4vFYpicnIRWqz23JDCC3O560tO5Hg/AwrJDtVqNvr6+unb6a0R3vZyc13cuFs8nop/NZjEzMwOXy3XseP5pYCLfeDXq9URqzCwAFpO/jBD32cbGBnQ6HZqamqgAbG1tYXFxET09Pejv7z/3m0NulzlQnwdgLpfD9PQ04vE4Hj58iMnJyXNdT4xGdNdf9oS/wnh+Z2cnXn31VfT09CCbzZ4onn9S5B5OA8hbvtcI7no54Tiu7LpKJpMAwCz5y0Zhcl0gEIDVakVzczOy2SxmZ2cRiURw7949OJ3OuhyP3O564PwfAoeHh5icnITZbMbExAQ0Go0solpN5AH5E7SuAhaLBTabrWI8n4j+WdXnN8IUuKsq8o1iyZd6jBKJBHQ6nSxzQ86Ki3vk50Rp7btKpQLHcQiHw5iamoLFYsGTJ09O3UL1OMjtrgfOz00tCAJ2dnawsLCA/v5+9Pb20gedHB6MUpEvFPSrFJOXOyxReK4rxfNnZ2eL4vkOhwNms/lE3xVz1zNLXsxdf5p+D40AE/n/H6nad6VSiWAwiI2NDQwODqK7u7vuX7jc2fXA+QzI4TgOs7OzCAQCokN75HKPV1uTWfLnS7XzXymev76+DqVSSQX/uPX5ctfIM0tePiqJ/EWGiTyka9/T6TT8fj/y+TwePXoEq9Uqy/HJ6a6vZVDMSUgkEnj27Bk0Gg0mJiZEH8SN7K6vJ1dxQ1HrZy6N5/M8j2g0ilAoBK/Xi8XFRej1ejpkp1I8/6rXqTNLvlzkSfncRb4Hr7zIS9W+Hxwc4Pnz59Dr9XA4HLIJPHDkrifle/WGeDPOUuR9Ph9mZmbQ2dmJwcFByZtbjpa6tYj8VeKi1asrlUrY7XY6cjifzxf1208mk7BaraLxfLnd9XJb0nKv34iW/EVvaQtcYZEvrH0nNxgRlcXFRezs7GBsbAyZTAaHh4eyHquc7nrg7MSWnNvd3d2a+grI0W2vFu9BI4YQLhNn+VnVajWamproIKNMJkNb75bG8+WkESz586hYqJVGteQv+gQ64IqKPM/zyOfzZe75RCKBqakpAMDExARMJhO2trZkc5UT5HTXk/VP++BNp9OYnJwEx3GYmJiA0Wis+jdyueur/e4qCa5cnJfg6XS6onh+MplEKBSiwi8IAmZmZmhM/zz7XxTCLHlmyZ8XV0rkC+e+lw6j2Nvbw+zsLDo6OooGoMgtsIC82fXA6T0JgUAAU1NTaG1txcjISM03M3PXy7eunBuZeq2tUChgMplgMpnQ2dkJn8+Hzc1NGI3Gsng+adF7XtZuI1jyVz0mL7bRuOgtbYErJPKlrWmJwOfzeczNzcHv9+P27du0TIdASujkRG53/UnXFwQBq6urWF9fx8jICDo6Oo69LnPXX03kEjyNRoO+vj4AxfH89fV1zMzM0H77Z1mfDzBLXu5wAamuYu76C0ph7TtJJAOOGrBMTU1Br9fjyZMnohneclvRgPzehJOIfDabxfT0NJLJ5IkrE+S05MXKmeR01zfCPPl60SgDamqN55MkvpPW5wPMkhdrRFNPpObZM3d9gyNV+y4IAjY3N7G8vIy+vj709fVJ3mCNYMnLvdE4rthGIhFMTk7CZrNhfHz8xDt0ucbcNpq7/qoh9zx5KaTi+eFwGBsbG3Ty3kni+cySl3+TAZSLfDKZhMfjkeOQzoxLK/JSte/ZbBbPnz9HLBbD/fv34XA4Kr5PI4j8RXHXk77+S0tLGBgYQE9Pz6mEsdHq5AmNlAx4XsgptEDjexBK4/mkPj8cDp8onn/VLXm5E++Il7f0O2CWfIPC8zyy2WxZ7XswGMT09DTsdjuePHlSk4XJRL42izqfz2N2dhahUKimzVMtNJrIs+z6+tHoIl9KYX1+b29vxXi+w+GAzWYrErVGEFm5LWm511epVKIif5En0AGXTOSJe55kzxfWvq+urmJjYwNDQ0Po7Oys+WZuFJFv5Jh8PB7Hs2fPoNPpMDExAZ1OV5d1z4NCkRe7Rhq11e5lQc7PeZbWtFg8n7TenZubQz6fh81mo0l8V92SF0t6q/f6Yp+ftbVtIKTc86lUCtPT08hms3j8+PGxd2XEipXzJpA7Jl9JbEnpYXd3NwYHB8/0QdVodfK1/P4yIednvWiWfDV0Oh3a2trQ1tYmGs8Hju7z3d1dOJ3OutXnE+QWebnX5zhOdNJcMplk2fWNQKH1XhhX2d/fx8zMDFpbW3Hv3r0TjQsku0s5L8JGcNeXrs/zPBYWFuD1enHr1i20tLSc+bpyu+ul1m60jcdl4qLE5E+DWDx/ZWUFoVAIPp8PS0tLtJ02ce+fd3lZI4hsI1ryLCYvM1K17xzHYXFxEXt7exgbG4Pb7T7xGuTCk9rp1QPirpertKg0uz6VSmFychKCIGB8fLym7nVnsW49qLaxYO7680XuJjxy3F9KpRJ6vR5msxnXr1+n8fxwOFxTPP8skFvk5V5fbJNBJhyymLxMkNp3IgLkAonH45iamoJSqay5fWoliNtfzpg4ufjkfAiR8+z3+zE9PY22tjYMDw+f6+5bjlyEWkT+KiD3puIyW/JiFMbkK8Xz5+fnkcvliuL5p6nPL1xfbpGX25IXW59Z8jJQ2Jq2tPZ9d3cX8/Pz6Orqqjjd7LjInXxXONNdjhuRiPzy8jI2NjYwNjZWl9pRud31UsgtgJcZuS15OUfNSq0tFs8nol9Yn0/c+yeJ58tdp98o2fWlsJh8nZFKriPlW8FgEHfu3KE74LNCbpGXO2QgCAL29vagVCpPlLx4UuRw1wOVhaYRkwEvI1fNkq9VZAvj+R0dHeB5HrFYrCier9PpqJVfSzyf53lZRV4QBAiC0HCWfC6XQyaTYe76elHYmraw9v3w8BCTk5MwGo148uTJmZVvFSK3yJPPKofghcNh7O/vQ6fTYXx8vK6bjEbsXS+nCNQbOZvwXDWRP2kJnVKphM1mg81mK6rPL43nEytfLJ5fGvKsN4VGm1xI9a0HwCz586ZSa9qNjQ2srKygv78fvb2953aDyl2nTvrt1/MYClv/2mw2mEymunsR5E68k7qemLv+/Liq7vqzWvs48XyHwwGLxSK7yMu9PiAu8slkEgBYTP48kXLPZzIZPH/+HIlEAg8ePIDdbj/X45C7Tr3ex5DP5/H8+XMcHh7iwYMHODg4QDabrcvahchlyVf7PRP58+cqWvLn4a6uFs9XKBSw2WwAjjYE51UpU4lGseS1Wm3RzxKJBAwGg+xz7k9Lw4p8LpdDJBKB0WgsajcYCATw/PlzOBwOTExM1GU8odzueqB+tfKxWAzPnj2DwWDAxMQEtFotAoGALJucRky8k6uEsd7I3bterrUbPSZ/GqTi+fv7+wCAN99889jx/LOgtP24HEi5600m04XPiWk4kSe178lkEq+//jq+//u/n7ptV1ZWsLm5iZGREbS3t9ft5DeKyJ/3Mezu7mJubg49PT0YGBig51euaXByi3wjueuviveAxeTrB4nnq1QqeL1ePHnyBIeHh2X99ivF888CuRvhAOKelMtQPgc0mMgXlsaR+C/Hcchms5iamgLHcRgfH697IkQjiPx5uus5jsP8/Dz29/dx+/ZtNDc3F/1ero57cq3baNn1Vw05renLbMlLQSxptVoNl8sFl8sF4Hvx/HA4XBTPJ6JvsVjO5HzJXaMPiG80iMgzS/6MIdnzxEXv8/mwvLwMt9t97s1XpGgEkT8vwUsmk5icnIRCocDExIRoja1cYiuHoFbzWlz0G/44XKUwASDvuFc515baYFSK529ubkKhUBS13j1pPL8RLPlKIn/RaSiRVygURTXhCoUCy8vLuH79Otra2mQ7rkYR+bM+hoODA0xPT6O9vR1DQ0OSu+mrJPJA41nyV2ljATBLvt7U0oimUn3+/v5+UX0+acxTmsgmRaNa8vF4/MKXzwENJvKEWCyGqakpCIIgu8AD8pfQkWM4K6El3eu2trZw/fr1qr395WpKI/eoWdKko5RG23hchvUK172KIi+3F+G4Iltan89xHCKRCLXyZ2dnYTabaRJfpXh+o1ryyWSSWfLnwdbWFhYXF9Hd3Q2fzyf7lw8cWfJkCI6cx3AWgpfJZDA5OYlcLldzfsNVS7yrdJ6vmlVdb1h2/cVcW6VSFcXzs9ksHaVbLZ7fqJY8c9efA/l8Hru7u7h79y5cLheCwaDsFjTQOO7604p8KBTC1NQUnE7nsUbvyumul8OSr/Z75q4/X5glX1/Oo2+8VqstiuenUikq+ltbWwBABT+TyTSEyJceQyKRYO76s0aj0WB8fJz+uxHEtVGO4zQhA0EQsL6+jtXVVQwNDaGzs/NYDxQ5s+sbrU4euDrlbHLALPn6c96WtEKhgNFohNFoLIrnk5bZkUgESqUS8/PzNKZfazz/LCC9+0uNHhaTPycKH7KN4CYnxyG3yJ/UXZ/L5fD8+XNEo1E8fPiQdrc6Dlcp8a5wzVwuh3Q6XeSyY73rL++6V9WSr7e7vDCe39PTg9XVVUSjUajV6rJ4vsPhgN1uP9ewrVTHvWQyeebDzuSgoUVerVbLLq5AY4j8SYQ2Go3i2bNnMJvNtHvdSZAr8U7OKXThcBjPnj1DNpuF0WikCUTk94zzQW5r+ipa8nKPmRUEAUajEYODgwCO4vmkVG9hYQHZbJb22z/L+nwCebazmLwMNIK4NspxHMddLwgCdnZ2sLCwgL6+PvT19Z3qppAr8U6udePxON5++20MDg7C5XIhGo0iFAphaWkJ6XQaGxsbyGQycDqddWmWcZXq1eV218vpMr9MMfnjUNptTqvVorW1Fa2trRXj+SSmbzAYTnXuSiebEhKJxIUfMws0uMir1eqGcNc3QgldraELjuMwNzcHv99PExhPy1Vx1/M8D7/fj3g8jgcPHsBqtSKbzaK5uRnNzc0QBAFvv/02jEYjwuEw1tbWaJcwYmXUo9f3ZecqWvJyZpjLnd3OcZxkEnBpPF8QBFqff3BwgOXlZeh0uqKmPMf1WEqV8DFLvg6oVCpkMhm5D6MhptDVIrSJRAKTk5NQqVSYmJiAXq+v29rnQT1FPp1OU/e8y+WCw+Eo29gpFAqo1Wo4nU643W7wPF9WG2y1WuF0OuFyuWCxWM7s4XlVQgRyW/LMXV9/jrPJUCgUsFqtsFqt6OnpofX54XD4xPH8SiLPEu/OgcKbTK1WI5FIyHg0R1wEd73P58PMzAw6Ojpw7dq1M71pL3vv+nA4jMnJSTQ1NaGlpQXRaLTi64kQKZXKolh9JpNBKBRCKBTC9PQ0BEGAw+Gglv5ZbbrqxVUbEiO3JX8VvQjA6ZrhiNXnHzeezyx5GWkEcW2U45DyJvA8j8XFRezu7p5bd0ASG6/3Q7Aelvz29jYWFhZw7do1dHV1YXNzs2j94xyTTqeD2+2G2+2mbsVgMAiv14vFxUUYDAYq+MfJGGZ18vVB7g2GnO76WntmnNf6Z/XZTxLPFxN5QRBYTL4eNFIJHamllOshIGbVptNpTE5O0ul857XrJJ/5Mok8z/OYm5vDwcEB7t27R63x0jVLP2+tn7/Qrdjb24tcLkctjMXFRWSzWdjtduraNxqNV07MxbiqA2rkfLZwHFfXunSx9c+jRK6WeL5Wq4Ver6fTTgvPA2tre06UuuvltqCB75VWVEoQOW9K3fXBYBBTU1Nobm7G6OjoudaRkl22HPW05+FBIJsjnucxPj5eNHmv2sbipBsPjUaDlpYWtLS00IlexLW/trYGjUZDBd/hcJQl8F2V3vXA1bPkyTXOYvLni1Q8f2trC+l0Gq+++io4jsNXvvIVvPe970Uulzt1TP7ll1/Gb//2b+Odd96B1+vFl7/8ZXzwgx+s+Dd/+7d/iw9/+MOYnZ2Fx+PBRz7yEXzoQx868TE0nMgX0ghucnIcgLwiX+hNWFtbw9raGkZGRtDR0XHuaxeKfD05Dw9CJBLBs2fP4HK5MDY2Jro5Ou+Od4UTvTo7O8FxHA4PDxEMBrG+vo7Z2VlYLBbq2r8qSXeA/C5zOdYm99VVjcmXltDVCxLPj8Vi0Gq1GBwcxNzcHKLRKD7ykY8glUrhJ3/yJ/GBD3wAP/ADP4B79+4d+zgTiQRu3bqFn/zJn8SP/MiPVH39+vo6fvAHfxA/9VM/hc9//vN47bXX8NM//dNobm6u6e/FaHiRbwR3Pbn55NxwEEv+6dOniMfjePToEaxWa93WBuQT+bN6CJH4++DgILq7u48dcy88prNEpVIVJfCl02lq5W9vb4PjOKTTaVqup9PpzvwYGoWrmF1fmMgpB3KLfKPU6Wu1Wty+fRt/8id/Ar/fj2vXruFHf/RH8dprr+F3fud3IAgC/sf/+B/4R//oH9X83u9///vx/ve/v+bX/8Ef/AG6urrw4osvAgBGRkbw9ttv4xOf+MTlEflGdNeTOfdyltElk0kaI5qYmKhrPbZCoZCl+xy58U/74Od5HvPz8/D5fFV7B5yXu/446PV6eDweeDweCIKAyclJKBQK7O3tYXFxkXbgc7lcFUd4nhbW1rY+yG3JN4rIyoVYTkAqlQLP8/i5n/s5/MIv/AI4jsOzZ8/Ofez5G2+8gfe9731FP/t7f+/v4bOf/SxyudyJnvsNJ/KFEHe9nC680mOpN4IgYHt7G4uLi1Aqlbhz544s50Ku2e7A6USejNblOA4TExNF8XepNRtpQI1CoYBGo4HFYkF3dzdN4AsGg3SEJ8kUdjqdFz6Bj1ny9UfumLzcmwyxxMNEIgGj0UiPS6VS4f79++d+LD6fD62trUU/a21tRT6fRyAQgNvtPvZ7NrTIq9VqCIIg+04PkEfk8/k8ZmdnEQqFMDIygqWlJVmtK7lGrJ50c0Hi706nE9evX6/pGmrEUbOFiCXwBYNBBINBrK6uQqvVUsF3Op2ylkadFGbJ13/9q27Jl37+eDxel5bVYpSuSZ43Jz2WhnsCFH6QwoS3qyby8Xgck5OT0Gq1mJiYQC6Xkz0n4CJZ8js7O5ifn8fAwAB6enqOVfpW6XM2wk1f+HOSwNfV1UWzhUnGvlgHvlqPX87e9VdN5OW2pOVuqSv35xdLqJarEU5bWxt8Pl/Rzw4ODmg+zkloOJEvhAwNyOfzstZxAvUVea/Xi5mZGXR1dWFwcJAKrJy1+nKJ/HEtZ57nsbCwAK/Xizt37hx7VGQt51YOAaxlzcLuX4ODgzSBLxgMYnt7GwqFosjKb8QEvqvorpezPp+sL6fIA+UT4OqJmCVP3PX1/l7Gx8fxl3/5l0U/+8Y3voH79++fOA+roUWeJLw1QvJdPYbUEIHa29vDrVu30NLSUrQ+IN+DSM7+9bWuS+Lv+Xwe4+PjMBqNJ1pP7sS7s6IwgY/nedqBb3d3F/Pz87THN+nAJ6c1RbiKcXG5LVk5RV5qlnu9j0HMkj+LvvXxeBwrKyv03+vr65icnITT6URXVxc+9rGPYXd3F3/8x38MAPjQhz6E3//938eHP/xh/NRP/RTeeOMNfPazn8Wf/umfnvgYGk7kS2/wRimjO+/NRiqVwuTkJARBwMTERJlAkZtAriQVOfvX1yKqh4eHePbsGex2O+7du3fiWLQcJXT1QKlUwmazwWazoa+vD7lcjlr5c3Nz4DgOdrud1uYDF/eznoTTxj1Pw1W35InHTi4qxeRPy9tvv433vOc99N8f/vCHAQA/8RM/gZdeegler5e22wWA3t5efP3rX8cv/MIv4JOf/CQ8Hg/+63/9rycunwMaUORLaZQyuvMsofP7/ZienkZraytGRkZEXVfkZ3KV8cllwday7u7uLubm5o4df5eikbLrgfMRHo1GU9TjO5FIIBQKwe/3Y3l5GRqNBvl8Hn6/Hw6Ho24JfHJb8nKJ/FW25MVmudf7GEqfuclk8kws+e/7vu+r+Lx46aWXyn72d/7O38HTp09PvTahIUW+8MHeKO768zgOQRCwsrKCjY0NjI6Oor29XfK1p800Py2NOImODOfZ29s7UfxdjEZ115/nmgqFAmazGWazmSbw7e7uYn19Haurq0ilUnSSl8vlgtlsPteH8lUT+avsrpd7gwOIi/xlmUAHNKjIF6JWqy+luz6bzWJqagqpVAqPHz+uOu1IoVDUJS9AikabKZ/NZjE5OYlsNnvi+Ptx1iv8/WVHpVLBarVCrVbj8ePHdJJXMBjE5uYmHbFLXPtnmRQrZ1Y/cPXG68qd3d4IlVNSIn8ZZskDF0DkL6MlHw6HMTU1BZvNhomJiZpdoXJ23WskkS+Mv9+9e/dMXcmNml0vJwaDAe3t7WhvbwfP84hGozRjf25uDhaLhSbw2Wy2UwnGVXXXy1k2CFzdlrpSfVji8filGDMLNKjIN6q7PpPJnOo9BEHA5uYmlpeXK/ZPl0IuoZVz7dLs+r29PczOzqK/vx+9vb1n/nBsRHd9I3kPlEol7HY77HY7+vv7kc1maZ/92dlZcBxHO/C5XK6qHQbFuGoiL/cseUBekZe7fA4oL+FLJpMn6i7XiDSkyBfSKO7607rK8/k8ZmZmEA6Hcf/+fTgcjrofw2mQO7ue53ksLS1hZ2cHt2/fRnNz87ms14giD8jjPahF8LRaLdra2tDW1gZBEBCPx4vmdev1eurWt9vtVb0ucnlJ5Ow6J6clL7fIN0JLW6Bc5Emd/GWg4UW+kUroTipysVgMz549g8FgwJMnT04cw5TTXS9ndn0ul8M777yDTCaD8fHxc02IabTe9XJxks+oUChgsVhon/18Po9IJIJgMIjl5WWk02nYbDYq+lIJfFcxLn5VS9gawZIn+U6FsJj8OVM6ie60bvKz4KRhA1Le1dPTg4GBgVPdTFfRXU8aBDkcDty5c+fcS7ka1ZK/iKjVajQ1NdGqh2QySV37GxsbRSN2SQKfnDF5OePiVzUm3giWvNgmg4l8HWmkmPxxjoPjOCwsLMDn852Ze/mqueu9Xi8SiQTa2tpw69atuj2EG03kGykmfxqMRiOMRiM6OjrA8zwODw8RCoWwtbVFE/gKh1LV8+EvtyV/Fb0IZH05LXmp9clY78vAhRD5RnHX1yqwyWSSzgCvZbzpcY7hKljygiBgaWkJ29vbMJvNaGlpqdtDsFEt9UY8ptOgVCrhcDjgcDhoAh/J2E8kEnjllVeKrPyzuoekYJa8PDSiJU+aQzFLvk40Use7Wo7j4OAA09PT8Hg8GB4ePtMLWE53/XF6yJ8G0j8gnU5jfHwcc3Nzdf3MpSJf+uBvxE1AJpPB4uIiXnnlFczNzWF/fx/xeBzZbBYcx9Fa6Gw2S61GjUYDk8kEp9MJt9uN/v5+3L59Gw8ePIBer6/7Z9BqtXC73chms4hGo+ju7kYoFML+/j6WlpZgMBio4DscjjO3/pglLw9yW/JS7npWQnfOlI6bvQgiz/M8VlZWsLm5ibGxMXg8njM/Brnd9eftUYnFYnj69CksFgvGx8ehVqvrLqpiD9tCAZDTXR8KhfCXf/mXePr0KdbX1xEIBJBKpRCNRhGPx4v+xmQyQaVSIRaLlX1vGo2m6MFGKhhUKhUUCgXUajVMJhMsFguuX7+OJ0+e4H3ve1/RwKTzgli1VqsVVqsVPT09yOfzCIfDCIVCWFpaQjabLUrgO4u538ySlwe5m+FIrX9WbW0bgYYU+UIuQgldJpPB1NQUzf4+r4tDbnf9eYqbz+fD8+fP0dvbi/7+ftlEtXQ9OR/+h4eH+LM/+zN8/etfx87ODpLJJHieRyaToZOzNBoNlEolDAYD8vk8vUZIP3C1Wk3Fm1jyVquVzp4v/KwkZq5QKBAMBuHz+bC8vIyvfe1r+LVf+zW4XC54PB7cu3cPP/ZjP4bu7u5z+dyl51utVqO5uRnNzc0QBAGpVArBYBChUAhra2vQaDRFrv2TjORklrw88Dx/4hGqZ0Eldz2LydeJRrLkxQQ2FAphamoKTqfzzLuvlXIZs+sL4++l43XPc10p5M6u39nZwR/90R/hzTffxMHBAdLpNHW9k3azoVCo7BhUKhVUKhW16GOxWNl7m81m5HI5xONxKJVK6HQ6pNNp+vtkMolkMgngaEytXq+H1WrF4eEhYrEYYrEYtra2MD8/jz//8z+HwWDA6OgofuzHfgx/9+/+3TP5/NXOrUKhoJuRzs5O8DyPSCSCUCiEzc3Nog58LpcLFoulJhGT05pmlnxjWfLpdBocxzF3/XlSWkLXCJY82WyQHb8gCNjY2MDKygqGhobQ2dl57rtxud31Zy22uVyuqH+/mAdEbku+HscTDofxyU9+En/zN3+Dg4MDaDQaBAKBovNNxNbr9RZN7RIEAc3NzfD7/ZKlpkajkbajLUWpVMJsNtPyNY1Gg1gshnQ6jXQ6TTcLNpsNHMchl8shHA4DOHL7B4NBvPrqqzCZTHj3u9+Nn/mZn8HAwMCpzsdxu0ASCx448qqRPvu7u7sQBAEOh4O69qXyDZglLw9yry+W+JdIJACAuevrRam4ynkcwNFFyfM8nj9/jmg0igcPHsBut9ftGC6LyJMGQSaTCY8fP5Z02ckVk5da8yyvwefPn+N3f/d38eabbyKTycBkMiGTySCdTsNgMMBgMCCbzSKbzSISidDNLvke1Go1jEYjfD4f1Go1bDZb0fkiVgoRZTF4nkcymYRGo0EkEoHNZoPFYsHh4WHR5vrw8JCu6XK5kMlkkMlkqLs1Go3ia1/7Gr7xjW/g2rVr+OEf/mH82I/92LGttNN+1zqdDm63G263G4IgIBaLIRgMwuv1YnFxEUajkW4K7HY7PT65Y/JyWbONILJyW/Kl3tdEIkFDYJeBCyHygiA0jMhHIhHMzs7CaDRiYmLiTCdwVUOpVCKXy9VtvULOMruexN9raRBUr6z+UiqJzWmEKJlM4rOf/Sy++c1vYmlpCUqlkl5DsVisyBrPZDLQ6XSIRCJl76PT6SAIAkKhEADQzQCBbBKCwSC0Wi1NxCPuf4LD4aBNagDQDYFCoYDVagVwlGlMviOtVguO48BxHHQ6XZmHwGw2Y2VlBR//+Mfx4osv4u7du/in//Sf4r3vfW9N5+cs73PyGaxWK3p7e6kXIhQKYWFhAblcDna7HU6nU3Zrllny8lBpzOxl6U/RkCJf6q4Hjnq/11NQSyEX4jvvvIP+/n709fXV/SK46DF5QRCwvLyMra0t3Lx5E62trTWtK5clL/bwOalnYWNjA7/3e7+Ht956C7FYDAaDgYpuPp8vy47XarU0fl6K2WxGIpGQ3PBZLBbkcjkEg0EA5RsArVYLq9UKg8FAXdqlCIJArXeDwUCTkEo3IuR4FAoFMpkMPV69Xg9BEPCtb30Lr7zyCjweD/7hP/yH+Jmf+ZmqiVbndV9pNBq0tLSgpaUFgiDQzU0wGKSbm/n5ebhcLjgcjrolhF3lmHwjlNCV6ko8HmciX0/IBShn8h3HcZibmwMAjI6OoqOjQ5bjkNtdfxqxzeVymJ6eRiKRkIy/iyG3u16sTv44zM/P4z/9p/+EhYUFKujpdJq6BAuT5Qg6nQ4KhQI6nY5mz5NjItMQpY7D4XAgGo1WzGPRaDTIZDIIBALQ6XRobW1FOp2G3+8ve63NZoPRaITf74der0dbWxsCgUDR+5PjJ4lKJOSQTqeh1+uh0+mwvb2Nz3zmM/jiF7+I97znPfj3//7fi4a56vVdKxQKmEwmmEwmdHZ2wufzYWNjA2q1Guvr65idnYXVaqWufavVem4P/atsyTdiM5zLlFkPXACRJ2VAciXfJRIJTE5OQqVSQa1Wy5pxeVEt+Xg8jqdPn8JkMmF8fPxYFlK93fVnNU9+dXUVv/7rv46VlRXkcjkolcoiMTcajVCpVFAqlbDZbMjn80WxcbEkOrPZjMPDQ2rBk+uRZNYrlUokk8mKG8Hm5mYcHh5Syz6TyWBra4u+v9FoRDgcBsdxaG1tRTgcpolI6XQau7u70Gq1cDqdCIfDReciFotBqVTC4/HQcr5sNotcLgej0QiTyYR0Oo1vfetbeO2113D37l38yq/8StlERrkET6PRYHBwEMDRZyV99re3twGACr7L5YJOpzuzdZkl31jZ9WQCHbPkz5HSkyuXBbu/v4/nz5+jvb0dQ0NDePnll2UTWeBiivz+/j6mp6dPPKBHTne91O8rHU8wGMRv/uZv4tmzZwiFQsjn89BoNAiHw9DpdDCZTNDr9fD5fEilUkV/SxLexATebrcXCTwAWusOAK2trdjf36cPzaamJuj1esTjcQSDQQiCgI6ODni9Xsl7KR6PIx6Pw2w2w263IxKJiL42m83C7/fDYDDAbDYjFApBoVDA4XBAqVTC7/fTBD1SkpdKpRCPx9HU1ETj/y+//DJmZmbw8OFDfPSjH4XRaGyYATV6vR4ejwcejweCICAajSIUCmFvb48m8JGMfZvNdiqhYpZ841nylyWzHmhQkS+l3iJfOLv8+vXraGtrk+U4SpGzhO64FrUgCFhZWcHGxgZu3LhBz+F5r3taTppdn8/n8fu///v45je/id3dXSruGo0GPM9Dr9dTN3soFCoTcp1Oh2QyWVS3TjAajYjFYkVx9UIcDgeCwSA9TxzHYX9/n/5eo9HA4/EgnU5XFZPm5makUil4vV66WRCLwwNHwp1Op+HxeKBSqXBwcEB/l81m4fV64XQ6kcvlaCb+wcEBrFYrNBoN3VRkMhm8+uqr+MAHPoD3v//9sjRHqbS5UCgUsNlssNlsRQl8wWAQ8/PzyOVycDgc1NI/rhUo96jZ857sWG39RrPkSUz+stCwIl9oMdXTXZ9OpzE1NYVcLlc2u1xukZe7412ta5fG308T4qh3RUE1kRf73de+9jV89rOfRSgUonFum82GQCBQJNpqtRrZbLZMMMlDptSyB0AFT0z8gSMLP5lMVjxHdrsd29vbtNytu7ubWviFdHR0IBAI0PfiOA4HBwdQq9Xo7OzE/v5+0UajtbUVPM9jf38fCoUC7e3t8Pv9RfdIKBSCSqWC3W5HNBqFQqGg/9vU1IRkMon9/X0YDAZ88YtfxF/91V/hH//jf0zd5vXiOB6E0gS+RCJBE/hWV1dpOIMk8FUTUblr9OVsAtSIlvxlamkLNLDIF1IvcQ0Gg5iamkJTUxPu379f9uXLLfJyu+trcZvH43E8e/YMBoPh2PF3MeROvKt0PDs7O/j4xz+O5eVlJBIJqNVqOJ1OpFIphMPhMoHX6XRlwkpi8qlUCs3NzdBoNFRkeZ6HTqdDKBQq+jmBlLNJbQCAozhyKBSi100ul6MxeJfLBYPBAJ/PV+TuLyWfz2Nzc7Mo8Y68niAIAnZ2dmA2m2G1Wotq8zmOQzAYLErMEwQBfr8fZrOZZuKnUinwPI/PfOYz+M53voPf/M3frEu/fHL8JxFahUIBs9kMs9mMrq4uGkIJhUJYXV1FKpWC1Wqlrn2LxVK2jtyWvJwiD6DhLHmWeCcD523JC4KAtbU1rK2tYXh4GB0dHaI3fCOIfCM3wyET+Do7O3Ht2rUzsU7kmvpWTeT/+I//GJ/73OeoWx44Sjwjo5ELrXJBEGA2m6FSqdDZ2UlL2tLpNJqamrCxsSG6VmtrK/b29ui/TSYTjEYjLBYLjeOKZcQTyIZD6pohsfGuri46mU6qax5w5E2IRqPUghWDuOBbW1vLYvqJRAIejwdGoxHxeBzJZBL5fB4cx9GNDsdxMBqN2NzcxI//+I/j7//9v4+f+7mfO/fy2bOyplUqFVwuF1wuFwYHB5FOp2mf/a2tLSgUiqI++6TfwVUUeXJtNJolT/JSLgsNK/KFD/fzFNdsNovnz58jHo/j4cOHsNlskq+VW+Qb1V0vCAJWV1exvr5+qvj7cdc9D6pZ8vv7+3jxxRexsbEBi8WCSCRCXdjkYZVKpWA0GmE2m+kDfGdnp+y9mpubJQW+qampSOABFHW/6+zsxObmJoCjrHibzQatVovDw0OEQiHo9XrwPC8aAiikq6sLPp+PuvLF3PKFx5ROp6kFT/5WLFSwv79PS9RyuRycTicSiQQCgQCAIy9C4bmORCL0fJFWui0tLfjqV7+Kt956Cz/+4z+Of/AP/kHFz3Iazstlrtfr0d7ejvb2dto4KBQKYXd3F/Pz8zCbzchkMkgkEnC5XHUXPLm9CIB8Ii8IgmhOQCKRKKv4uMg0rMgXQqyjs+bw8BCTk5OwWCyYmJio6lqW05Im6zeayOfzeUxPTyMWi506/i6GXKNdS9cUBAEvvfQSvvCFL9AudQcHB1QMSY90EmNMJpMIh8Nobm6mYlyI1WqVtMJJn3opWltbi96T1KQTmpqa0NTUVBYaKKWlpaXIRZ/L5WiJXGdnJ3Z3d+nv3G43La0jbG1twWQywWq1iq6Vz+dht9thsVgQCASKRDQYDMJkMkGr1dKNSDweh16vh1arRTabxcHBAQwGA91YffWrX8XHPvYx9PT0VPxcJ6EecXGlUgm73Q673Y6+vj5ks1mEw2EsLCxga2sLm5ubsNvt1LVvNBrP9XgA+S15hUIhq8iLtRROpVKy9UI5Dy6EyKvV6jMVV0EQsL29jcXFRfT396O3t7emG1xOSxpovOz6RCKBp0+fQq/XY3x8/Fxcqo0g8pubm/jEJz6BlZUVcByHRCKBTCaDbDYLrVYLs9kMnU5HY90Ek8mE3d1dyfcXs5YVCgW0Wq1kv3mj0Sja5rYQm82G1dVVAEdCbjab4ff7iybT2Ww2yZr6bDaL3d1dWK1WWh5WKPiFJBIJJBIJdHd3w+v1Uqu+t7cX4XCYWu5OpxPpdLrI6k8kElCpVHA6nXRTk06nkclk4PF4EAwGkUqlkM1mYbFYMDc3h5//+Z/H933f9+Hf/tt/e6axXDlc5lqtFq2trVhdXcXw8DC0Wi2CwSD8fj+Wl5eh0+mo4NeSwHcS5Lbk5Y7HA+U5ASy7vk4Uiq5KpTqzDOt8Po+5uTkEAgHcvXsXLper5r9tFHe9HNm45EFAHgqF8ffBwcFze1DI0bu+8Nz+6Z/+Kb785S/TWDPZaBEXeSgUEhV4kqgo5oFqaWmhDVZK6ejokHThA0eZ8mKuf4Lb7S5673A4jHA4DJVKhWvXriGZTCIQCECv11e19KPRKBwOB/L5PGw2W8VBN5ubm7BarXA4HNDr9WWhhlAoBIvFAovFQnMBgKMHrd/vp016gCPB3d3dhcvlonH6SCQCu92OUCiEb3zjG5iensYv/uIv4vr16xU/Q600woAaksDX3d0NjuNon32SwGez2WjWPmklfFrkFnm54/FAebiA1cnLgFqtrhpbrIV4PI7JyUloNBpMTExIjp2U4iw3GyehsL2pnCK/vr6OtbU1XL9+HW63+9zXlcOSj0aj+OVf/mWsr68jGAxSsSZCQ6xpKWvd4XCICnlbWxsODw/hcDigUqmg0WjAcRyNiQcCAcnQSE9PD9bW1iSP22QyIR6Pi54vjuOwvr4OhUKBwcFBpFIp0bn0hXR0dGBvb4+K0ODgIFZWViT/Rq1WQxAESYszFoshmUyira2tqKYeAPx+PxwOBzKZDAwGA/R6PXVvW61WZDIZWoKo1WqxubmJj3/843jy5Al+/ud//tT3g9xlbGINwEjYBQD9voLBIDY3N+mIXWLpn9SLJre7Xm6RV6lUZeeeibwMnIUF7fV6MTMzg66urhNbnmSgiFwQt5IcNwdZb2pqCvF4HI8ePaJTys4TOdz16+vreOmll5BMJhEMBsFxHJxOJziOK7KiVSqVaPa63W5HJpNBT08PNBoNbRqTzWbp/y+FTEzL5XJ0apzFYqG964llV4mWlpaKXgAA6O/vx8rKCoCjxD+9Xl/mhQBAS+UKx9aurKygpaUFuVyuyBoHgPb2diri0WgUra2tCIVCZZtijuOwu7uL9vb2IqFvamqig3VKB/OQumUy7Y6U6aXTabz66quYm5vDRz/6UfT29lb87JWQ25Kvdj8bDIaiBD6SYLm9vY25uTlYLBaasW+z2Wp+PshtycvtrhdbP5lMMnd9PSh115808Y7neSwuLmJ3d7fmyWdSyO2uL7Sm6w0RJtIkqF4TAevtrv/0pz+Nv/7rv0YqlUIwGITRaATP8+A4Dl6vt+i1RqMR+/v70Ov1sNls1NI8PDxEKpUqS55ra2sTFVQA6OzsxPr6OoCjhz4JDxCam5sRjUbhdDrR3NxMXdgk5k2s7Ep4PJ6iTQBx17vdbigUCupiJw12xO65g4MDqFQqdHd3Y2trC4IgoLu7G36/v+h72t/fh8VigdFoFE0i3N3dRWtrKywWCy3NIz3yDQYDrFYrFfVMJgOO4+BwOJBIJBCPx5FOp+FyuWg3vt/4jd/A+9//fvzwD/9wxXMgRaNZ8pVQKpVwOBxwOBzo7+9HNpulffZnZ2fpuSKWfqW56Ffdki9dnzQ3knNGyVnTsCJfyEkT71KpFCYnJ8HzPCYmJk6drSp3dj15ENT7GPx+P6ampgAAN2/erOvI33q561OpFH79138dMzMzyGaztBVtMpmETqeDz+crej2xltxuN62DBkDjyKW4XC7JOLyUa59Q6KYniW6E1tZWtLS0IJFIVPR6GAwGJJNJ0Q0Tsaj7+/sRj8fLWtSWwnEctra20N7eDrvdjtXVVdF1Y7EYNBpNWeMc4Oh8kDBcqbVPvCM2m41uEPL5PILBIJxOJ92AHBwcoK2tDbFYDHt7e/jKV76ChYUFfPjDHz52KK7RLflKaLVatLW1oa2tjW4Qg8EgDg4OsLy8DL1eT936dru9KJwit8jLbcmLhZYum7tevm3UMTiJBR0IBPD666/DYrHg8ePHZ1KOIrclr1Ao6prhT5oETU5OYnR0tCEy3c+D9fV1/If/8B/wzjvvIJ/P03rmdDpNe6wLggCdToeOjg643W7EYjEcHBwUubTdbrdkNn0ul6sowFKeKovFUjHRLhKJIJVKYW9vD01NTRgZGaFx3ELa2tqoZSzFxsYGmpqa4HK5aupUaDAYsLe3V7HcKJfL4eDgAP39/QCO7qGhoSFkMhlEIhFEIhHaNa4QYp0W1ivzPI9AIEB/JggCvF4vTCYTOI5DIBDAwsICfu7nfg5vvfVW1eMvRK4hMaSM66zWVigUsFgs6Onpwd27d/HCCy9gYGAAgiBgeXkZr7zyCp49e4bNzU3EYjFZrelGSLwTW5+JfJ0ovOiP0/GODEZ59uwZhoaGcP369TPbLcpdQgfUr1Y+n89jamoKW1tbePjwITwejyx1+ue95muvvYb/+B//I1ZWVmgmORFDIsoWiwXt7e10wppY/3mSNCdGT09Pxd9VsuKbmpokB9MAwLVr1+gmIBqNYm1tDbFYDH19fRgeHoZSqcTIyIhorX4pw8PDWFtbw8rKCpxOJzo7OyVf29fXh729PaRSKezs7KCvr09SqEizpMHBQXR3d2NnZ6dow0OG1JQ2ICG980srYHZ3d4tm0e/v70On09HX53I5/N7v/R4+/elP17xBlHP6HXB+DWHUajWam5sxNDSE8fFxPHr0iFYyPH36FDzPY21tDT6fr+J1dh40YkyeuOtZTL7O1GpBZ7NZTE9PI5lMnktjFrkteaA+Ip9MJvH06VNotVpMTExQ97xcme7ntebnPvc5fOtb30I4HIbNZqOxYbKu0+lEJpMpSjJraWkRzXBvamqiMfVCLBaL6M+Bo25opW7sQnp7e2m9uxgmk6msVI1APAo9PT3Q6/XQ6XQVW9Z2dHQUbQTI+NihoSFsbGwU/S1Jmiu8DtfX1+F2uxGJROh42dL3J1a42LGk02nk83nRnvher5eGRQiRSATNzc0QBAEajYZm9WcyGfh8PjQ1NeFb3/oWNjY28Eu/9EtFmwIx5BJ5cg7rtbbRaITRaERHRwc4jsPf/u3fQqvVYmtriybwEde+1Wo9V0u7EWLyYsNpBEFgMfl6U4slH4lEMDk5CZvNdiaDUcRoFJE/z2MIBAKYmpqCx+PB0NBQ0U0ohyV/HiKfyWTw27/921heXqbla9lslk5Ta2pqouJS+HkNBoOo69zhcEhmtZNucGq1mm6SyJoejwfLy8uif6dWqyt2vQOO2souLCxUfI3JZMLCwgLMZjOGh4exsLAgOuaW47iy64qEaxwOB7RaLXZ2dmC326kgl+L1emG1WtHU1FTkuejr66ObAiLAKpWqbDOQz+fh8/ngdrvLciCCwSD1ppCpe+FwGC6Xi061A46SBokL3G63Y3NzE7/0S7+Ef/Nv/g3u3bsneZ4uqyVfC319fXRuAUnge/78OXieL+qzXymB7yQ0oiVP8l0uk7v+Qoi8SqWifYbFsiG3trawtLSEgYEB9PT0nNvN2ggif14hA0EQsLGxgZWVFYyOjqK9vb3sNZfBXR8KhfBrv/ZrNAM+mUxCrVbD7/ejtbUV6XQasViMXm+FkOz5Qogl2d7eDqvVSjPxs9ksDAYDbf1auFEho0qj0Si6u7thMBjoppRk59vtdszNzUl+jq6uLiwuLlb8rIXlcvF4HAsLC7BYLOjv78fi4iK9lvv6+ip6DMLhMJRKJUZHRxGPxysm5UWjUdoWd3t7G0NDQ2XhiEAgQOezl25keJ7H3t4e2tvb6Tx6p9OJYDCIQCCArq6uor8hyXgk8TASidAZ9qR1rkqlwmc/+1nMzs7in//zfy76fLgqlrzY2uSZqtPp4Ha74Xa76QyBUCgEn8+HpaUlGAwGmrFvt9tPLdCNaMmTLow6nU6mozp7GlbkS0vogPKLIp/PY2ZmBuFwGPfv3z/3oQKNIPLnIbTkPEYikYpDei66Jb+9vY3f+I3foF3WyIOdlCSRBjcWi6Usga6trQ0rKytQKpVoaWkp6lO/tLQEAGW14w6HQzLOqdPpsLe3J5oMZ7FY4Pf7MTg4CIPBgEwmg62tLZq1T85JpfMi1Ro3FoshFouhra2NbkoqCTyB53kYDAbwPA+73V6xtS5pi/vw4UPMzMyIvubw8BBGoxEOh6PsOAVBwOHhIYaHh7G3t1fkvidZ/YWeglAoVCT0pLueSqVCIpEAx3HQarV46623sLOzg5/92Z8t6/FwlUVebG3St8FqtaKnpwf5fB7hcBjBYBCLi4vIZrOw2WzUtW8ymY79GXieP5dWvbVSacysnJuPs6ZhRb4Q8kWUjvWcnJyETqfDxMREXXZexFUuZ7nNWbvrk8kknj17BrVajfHx8YrnUa4Ws2ch8k+fPsUf/uEfQqlUYn9/n2bLq1SqokExNputzCWv1+tpW1i/349oNEotVqlj6+vrk3Sld3d3VxTW1tZWLC0tFdXJq1QqDA8Pw2AwQKVS4Z133qn4eYeHhyUFFjiyppPJJPr7+0VL3Eq5fv069RyYzWb09vZK5hoAwOjoKGZnZyt2ySMlfc3NzfQ7IB35Dg4OsLm5ifb29rJjI810Kgl9LBaDxWKBUqlEOp2m98z6+jp+67d+C//sn/0zDA8P07+X012vVCplE/laB8SQBD6SB0H6SIRCIaytrUGj0RS59msJl5LNl1xwHFf2vLtsY2aBCyLypHSM3Kh7e3uYnZ1FT08PBgYG6naDkM2GnCJ/lu76YDCIyclJuN1umoldiYvqrv/GN76Br3zlK+B5nlrwpMysMNlMqVQiGo1CEARae0w2GWIxd4/HIyrkWq22rHFOIZVaNHs8HtGmNhzHYXNzEzqdDgaDAf39/bBardjY2CizhKWOq5SBgQEsLCxArVbj1q1bmJ2dFY21t7e3Fwl6PB5HIpHA2NgY5ubmygScJOsBwMrKCnp7e7G5uSm6OU2n0xAEAR6PB8lkEk6nsyiZcHd3Fx6PpyxEICX0ZLBNqdDncjkoFAro9Xp4vV689NJLeO9734sf+IEfACDPgBqyrpxNeE7ymRUKBU3g6+zsBM/ziEQiCIVC2NjYwOzsLKxWK3Xtk+9AbP1GjMlfpsx6oIFFvvTCJ/HQ2dlZ+Hw+3L59G83NzXU9JjnbyhLOQvQK4+8jIyM1j1W8iNn1X/jCF/Dtb38byWQSmUyGxsdzuVyZhWiz2ZBIJNDf3w+/349AIACTySRa/maxWCQ7zHV1dUnG04mwSkE67EkxMDCAubk5HB4eYm9vD0qlEjdu3EA+n8fCwgIEQYDZbC5LXCulv7+fHgf5W4/HA4VCUbTx0Wq1UCqVZeIvCAIWFxdx7do1rK+v07BEb28v7XdPWF9fp1PqxDL8M5kMdDodbDabaDkhya6vRej39vboWFwAVOgVCgWy2SzNnD44OMD//b//F1tbW/iX//Jfyuquv+h16qSPvtPpxMDAAE3gCwaD1CvmcDioa580KmrEmHwymYTRaJRt43UeNKzIl6JQKDAzM0PdyvWYtVxKocifR/Z+LZzWXc9xHGZmZhAKhfDgwYOqpUWla8vhrj/JmoIg4DOf+QyePn2KRCIBnU4HrVZL4+YkQY6s0draikQigWQyWZT1TQbIlELi5qWYTCbJITIqlUqyXh44Kncj8X0xHA5HmZuf53m62ejq6kJnZyeePn0q+R6AeAIhcFRvrlQqi6z64eHhigl+q6uraGtrowlL8Xhc9Hxtbm7C4/EgHA6XZdWPjY1ha2sLarUabW1tZRsUQRDg8/nojPtCiKVfWF7n9Xrh8XjoHADymfP5PPL5PB0QRLLI//N//s94z3veI5u7/qJZ8tUQS+ALBoPwer1YXFyE0Wik5alyIibyl9Fd39DZBeTiPzg4QDqdhtFoPLPudSc9Hrlb257GXZ9KpfDmm28inU5jYmLiWAIPyOeuP64ln8vl8OKLL+Ktt95CIpGA0WhEOp2mAm8wGBCJRKBSqdDe3k4fOKVu7+bmZtGSOamaeOAoQU9qiNHg4GBFka92bjs6Oio+GIPBIJ0Df+/ePcmSp+vXr0vG4Hmex8LCArq6unDr1q2Kmw6Cz+ej3QALW+6Wsre3R8epEkZHR7GxsUHLGAOBgOh8CZ7nsbu7i7a2trLfeb1euFwutLe3o6enB+3t7UgmkzQ5kuM4ZDIZurbT6YRarYbFYkEikcDu7i6+/OUvVx29ex7I1WmvXmuTBL7e3l7cu3cP73rXu9Db2wuO45BIJLC8vIzJyUlsbW0hkUjU1VMoFi64jO76hhZ5QRCwtLSEqakpGI1G2nVNTuTOsD+p0AaDQbz++uuw2Wx48ODBiRIV5ZztXuvNn8lk8Hu/93tYWlpCJpOhZVrEetTpdDg4OEB3dzedkW42m8uscoVCUZT4VggZqVqKzWaTdOFrtVrRlreEwcHBihPk2traKpbUAUfifXBwgFgshrm5OZjNZjx48KCoj3tzc3NN2fSBQACpVAo3b96s+lrgKA9gZ2cHg4ODFV/n9/uh0+lgtVoxOjpa1okvm80iHA6LtuYl/eoLf2e32zEyMgKlUgmNRoNwOEzbEO/v7xdl0R8eHtJqhWQyiVQqRYU/m83ic5/7XNUhP2eN3O76esfESfno8PAwjEYjBgYG4HK5EAqF8NZbb+H111/H/Pw87Vx4nkjF5C+bJd+w7npBEPD2228jlUrh8ePHRXW9ctIIIn+c9QVBwObmJpaXlzE8PFyxVWkta8sp8tWsjng8jv/23/4b9vf3wXEcTCYTUqkUdU0LggCj0Qi73U5FXa1Wi1q1Ho9H1E3d0dGB/f199Pb2wmQyQa1W0+PSarV0NC05XpVKBbVaDZvNRsUnm83SenOykag2wtjlclXMgDcajWWCGY/HMTMzA6fTCbfbjWfPnqG9vb3qZgE4srDn5uZo/sv8/LykF6HQ4t/Y2KB/KwUJFUltetLpNO04WFqWSPoIuN1uOBwO7O/v0yTHfD5fVt53cHCA1tZWWlsfCATgcrloxj2xHjmOg9lsxmc+8xn80A/9EN71rndVPUdngVwJf4D8veMFQYDJZKItlMlkxVAohPX19aIEPtKB7yw9DyzxTmYUCgW6u7vhcDigVquP1b/+PGkEd32t63Mch9nZWQSDwWPH38WQI/GucLxupQdSNBrF7//+7yMUCtEacpVKRV3wTU1N0Gq1ZfFysTi3RqOhGd5WqxVtbW20KxwR40AgUOR6dzgc8Pv9ot+NRqOBz+cTrYnv6OhAX18fUqkULBYLNjY2yjwInZ2dmJ+fl/zswFHJ3OTkpOjvwuEwwuEwHj9+XLWLHnCUG1CYHDg/Pw+32410Ol0WLy8ckQt8b7TzjRs38Pz5c9H3v3v3Lubn5+FyuYpGyhaSSqWgVqvLfq9UKtHd3Y1MJoNoNFq06SQWuslkomEDQRDg9/vR1NRE3ycYDKK5uRnJZBIcxyGVSsFgMCAej8NqteKb3/wm9vb28KM/+qPn7s6+7O76SpQm3qlUKrhcLjqrgITYQqEQTcgkgu9yuU5dNn1VLPmGdte3trbSZglyW9AEtVot65CaWq1pEn9PJpMYHx8/tcAfZ+2zpBZ3fSQSwX/5L/+FlsfF43FaxkbCPNlstiy+bjKZylzkGo0Gvb296O7uRnd3N21vS15XaVys1PU5ODgoOQEuEolgf38fs7Oz2NjYoANlxsfHMTw8DJVKBZvNVvHz2+32qiVzCoUC0WgU29vbuHfvnmTDI5VKJfo9k8z4wtpynU4HtVot6ladm5vD9evXy0Tk5s2b1OoPBoPQ6/WSfcJjsRjUajV96DY1NaG3txf7+/uIRCLURV9IIpEo+znHcdRVT/D7/dSVn8/nkclkoFKpEI1GkclkMDU1hT/4gz+oWO54FlxlS75auECv18Pj8eD69et417vehVu3bsFoNGJvbw+vv/463nzzTaysrCAUCp3ouSSVeHfZLPmGFvlCVCoVs+RrXD8UCuGNN96AzWbDw4cPjz1bu9LajSbyoVAIn/zkJxEMBiEIAh1dmkwmaa/zUCgErVZbllFOMuc1Gg36+vpw7do1NDU1YXt7G5ubm2WuYqmkMofDIZmgptFosLW1Jfn5BgYGijYOPM9je3sbz58/x87ODm7dugWz2YzR0VHJB3Jvb29Vd//169fpcczOzkKr1eLWrVtlr7t586akGz2ZTGJjYwN37twBcJQVX6lUb35+HtevX6fHPTQ0VJawSMoUpR6s5PdjY2NQqVRF30k4HIbdbi/bSIRCIdhstqKfE/d8YfMVr9dLN7/ZbBb5fB5qtZp2ydva2sKnPvWpij0PTovclrzcdeq1bjKUSiVsNhv6+vpw//59vOtd70JPTw9yuRzm5+fx8ssvY2pqCtvb2zUl8JG21WIldMySryOl42YbwZKX26NQKbuexN/feecdDA4OYmxs7Ex36nJl1wPimeehUAif+tSnaAw2FosBOOrIZjAYEAgEaJy21Iq32+3I5/MYGRmhddN7e3t0AEsp3d3dkhPfWlpaJK+Ja9euVWwBWy25SK1WY3Z2lrZzHR8fh8fjob9vbm6u6srXaDRlmeOxWAyLi4u4ffs2dY9WGrRDEAQBc3NzePe7311TAt/c3BztxRAIBEQfvgcHB3A4HKKbUVLeCEByKI5Ynwev14uWlpainx0eHkKn0xXdE16vlz7UU6kU8vk8bYdLXP2f//zna8pjOAlX1ZKXEtla0Wg0aG1txcjICCYmJmhb80AggLfeegtvvPEGFhYW4Pf7Ra8bcr+Kifxls+QbNiZfikqlqmqt1Os45LbkxQSP4zjMzc0hEAicWx//RsquPzw8xKc//Wkkk0lq4ZFkrcLpcaSXOUGn06GzsxPxeLysd7zJZJIULqlMe4fDISkAKpVKcmMAHG0AKrnZOzo6in5PYusKhQL37t0Dx3FQq9VV6+Jv374tGa8nE+ru3LkDlUolGUcvxGAwwOv1oq+vD7u7u3RzJcXOzg7GxsYwOzsr+Zq9vT1aB08eymq1uigDn3TOK2V9fR0DAwNlG5SdnR10dnYWeRsODg7g8XiQyWRgNBqh1WqhUqlou9Z8Pk+vcxKfDQaD+OpXv4pgMIgXXnih6vk5DnJb8nKuDZzN9D2FQkGrJLq6umgCXzAYxOrqKlKpFKxWK23GY7FY6DO8dH1WJy8jjeKubwSRL10/nU7ju9/9LuLxOMbHx89tUI8cljxQ3vXu8PAQf/AHf0Dd536/HyaTCXa7vSwZi4witVqtGBoagtlsBsdxouLrcDhELeuenh5JF3ZbW5vkdTkyMiLaMIdQzaXodDpFX0O6zUWjUaRSKTx8+FBy0Eel5jyEeDyOdDoNjUZT0zjR69evw+/3Y319HU6ns2LnSYVCQbv0lY4uLmV7exvd3d1QKpXQ6XRlE+yImIuxuroqatHv7OygqakJer0enZ2d6O7uBsdxaG1tRT6fRzKZRCwWQyaToTX1+XweDocDLS0tMBgMdNjPa6+9hv/zf/5P1fNzHK6qJU/u0fMIF5AEvmvXruHx48d4/Pgx2traEIvF8OzZM7z66qt081x6v7PEuzrD3PXi6xeKWDgcxuuvvw6LxYJHjx6dWfxdDDmy68m65DMHAgF8+tOfRiKRQDabRSgUQmtrK/1OCq1KnU6HSCRC66j39vaQzWZF3ecWi0VSDEs7tBX+TSVLvNJI1r6+voqd5Nrb2ytavgDgdruxvb2Nubk5dHZ24tGjR2ViPzY2Jpn0V4her8fc3BxaWlrQ09NT8bgLPRc+nw9KpVKyNPP+/fvUO7K0tES/CynW19cxMjKCgYEB0Y3Y0tISent7y34uCAJ2d3fL6us9Hg+tkEgkEojFYsjlcvD5fEXJqCSbnxzb4eEhFAoFdeGTxMqZmRn8r//1v87sGSC3NS1XTF7Kkj4PDAYD2tvbcePGDbzwwgu4ceMGzc147bXX8N3vfhe//Mu/jK9+9atIpVJn4q7/1Kc+hd7eXuj1ety7dw+vvPKK5Gu//e1vQ6FQlP1Xy/yJWmhokS+EldB9b32e5yEIAra2tvD2229jYGDgzOPvldauN8SS39/fx2c/+1kkEgkkEgnwPA+n04lwOAy1Wl0kqkajES0tLcjlctjZ2aHfWUtLi2hnM5fLJWrF9/X1SSbO9fT0SIaQhoaGKrrqq3VtbGlpqXium5ubix4Cfr+fDm16+PAhFAoFbDZb1ZnzwFGyHdng7O/vIxgM4t69e2WvU6lUojkhkUgE8Xi8zMru7+/H8vJy0c8WFxcxOjoqKWxarRYajUYy+x84qsV3u91lP8/lcjSm2tbWhv7+fqRSKfj9fuRyubKSq0AgUGS1RSIRGI1GupElvxcEAeFwGFqtFlqtFtvb2/jc5z53Jm1Zr7IlL8f0PaVSCbvdDrfbDZ1Oh3e9611oa2vD+vo6fvZnfxZLS0v4rd/6LXzyk588cWOkL3zhC/h3/+7f4Vd+5Vfw7NkzvPDCC3j/+99fMQEXOLo3vF4v/a9aY6lauTAiL7cFXXgccpfQ5fN5zM7OYmVlBffu3UNXV1ddbhY5Rf7g4AAvvfQSYrEY4vE4jEYjOI6jdfDE06PVatHb2wur1YrNzc2i41UqlaLWtdVqlRTDTCYDg8GAjo4OjIyM4Pbt23jw4AEePXoEk8mEJ0+e0P8mJibw+PFj3Lt3Dy6XC52dnaKeFYfDUTH27XK5Ko6JBY4SAcU2JT6fj5av3b9/X9ILQVCr1WWWfi6Xw+zsLO7fv18kjHfv3hVt8wsceTv29/dpiZ3JZCqaD1DIwsICbty4UfZzpVKJsbExbG9vY3FxsahcrxAScxUrC+U4jrrkC9sUR6PRMguN1MgXZtwHAoGicJff76cbMtKDIZ/PIxQK4XOf+1zFNr61ILclL9fajTKcRqvVoqurC3/6p3+K1dVVuFwu3Lt3D1/+8pcxNjaG/v5+/M//+T+P9d6/+7u/i3/1r/4V/vW//tcYGRnBiy++iM7OTvz3//7fK/5dS0sL2tra6H9n5WVp6MS7wguwkURebLhHvSAPplgshomJiXN1z5cil8in02l8+ctfRiqVokk0BwcH9FicTic2NjbQ1dWFeDwOn88Hq9VaFlpwu92iSXIulwterxdarZb2sidW68rKCrRaLWKxWFEoYHR0FFNTU6LH29XVRTcNer0ebrcbTqcTBoOBJna9+eabkp6p3t7eivPi7XZ7VVc+mQL28OFDrK2tSfbMv3v3ruTnmJmZQW9vL0KhEPL5fMX58cBRGdr29jauX78Og8FQ0d04NzeHW7duFa197969IutpdXVVcm496Uym1+upN6Wnp4f2Q+js7Cwrfdvf30dXV1fRz5PJJJqbm5HL5ej14vP5irrkRSIROBwOJBIJhEIhNDc3I5VKIZlM4otf/CI++MEPVvQ8VEJuS16uQVty1+iL1ciTUdMf+tCHcP36dSQSCXz7298W9RpJkc1m8c477+CjH/1o0c/f97734fXXX6/4t3fu3EE6ncbo6Ch+9Vd/Fe95z3tq/0AVuDCWfKO46+XcbITDYczOzkKhUJxp/XutyJFdHw6HMTc3h1wuh3g8DqfTiWQyWZS4k8lk4PF44Pf7kUqlymaSk9eVWqEajQYDAwMwGo0YGxuDxWJBOBzG6uoqlpaWkEwmRePZCoWioiu+9Hsh7zkzM4Pd3V2srKygqakJ9+/fx5MnTzAwMEAfOCQ2Xon+/v6qruLh4WGkUinMzc1BqVTi4cOHZQ9VvV4v2dyHsLGxAZVKhdu3b9dktebzeZq1Xo3Z2VnaG//+/ftl7lGO47C/vy86lAY4ynloa2uDRqPBjRs3EI1GqeBvb2+jvb297G+2trbK3s/v95clD5L6fHIcsViMejUCgQD0ej2N8X/xi1+s6oqVQm5LXi6hFRNZudcnFRXkezeZTPjABz6Au3fv1vy+gUCAJnYW0traKtlTwu124w//8A/xpS99Cf/7f/9vDA0N4b3vfS9efvnlY34qcS6MyDeSJS/HcWxvb+Ptt99GR0cHlEqlLDdIvS35aDSKP/uzP6PjQUnnNyK8Go0Gzc3NODw8pK5ZQRBEu5S53W5Eo1FYLBbcuHEDN2/ehN1uh9lsxtLSEnZ3d4u+1+bmZkkX/rVr1ySz5puamirWrff39yObzSKTyWB1dRVzc3MIBoPweDyYmJjAo0ePKp5jo9FYFucuxWq1FlnRyWSSuvALk+pu3LhR1vBHDJfLhYWFBdoEp9ra4XAYKysrNQ23mZ+fx8TEhGTSYzqdRjabLRo0U0ggEMC9e/dEqx92dnbKauWB4iY4hO3t7aIHM8dxSCaT1NLNZDK0hr4wRn94eIh0Oo2vfe1rVUMsYshtyV/FtQHplrYAJDswHofSjVul2RtDQ0P4qZ/6Kdy9exfj4+P41Kc+hQ984AP4xCc+cerjABpc5Evd9TzPyxoPJ8dRT5HneR4zMzNYXl7GvXv30NHRIds5qGd2fTKZxBe+8AUcHh7SuGkul6NDWlpbW2G327G3t1d0TK2trWUCrNVqoVarcf36dWg0Gmxvb2NrawtKpVJSXCq1kpWqmSfrS30/arVastlMPB7H0tISdnZ2YLPZcP36ddFkyp6enorrA0ebELFY/NraGg4PD/Gud70LNputqvudoNfrkclksLi4iEePHlV87cjICCKRCJ1zL9ZVrxC32w2v14v+/n7J15D4e2nlQGtrK5xOJ5aWlkQrAjiOQzQaLSuJIm1sS70Nu7u7ZRn3hTkJpF0yeW/So4F83pdffrliFrUYV9WSb4Rue1Iif5rs+qamJqhUqjKrnQxKqpXHjx9X3czXSkOLfCHkBpfbmq+nyJP692g0ivHxcTidzqLs+npTL0s+k8ngz//8z3FwcEATnUgehEKhQEdHBw4PD+n0MIJCoShKtnK73bQca3NzEzs7O0XH39bWJmr1m81myXhyV1eXpFAbDIaK89eHh4fLZtaX/j4UCtG48u7uLnp7e/Gud71L8uFRitForFgXn8vlMDk5iRdeeKEmi+Xu3btFm4Hnz5/j4cOHog/o0dHRIi8Gz/NYXl6WtOj1ej2dzufz+UTr3Ak7OztFG4HOzk5oNBq64RErnwNAkzRLhTQajZZt5DiOA8/z8Hg86OrqQnd3N9RqNbq7u2G32+FwOKBSqdDW1obW1laYzWbaQY+UZT5//hxf//rXa35GyC20crrrG82SJ56b0wy+0Wq1uHfvHr75zW8W/fyb3/wmJiYman6fZ8+eHSsXoBIXRuTJFyK3yNerhC4SieCNN96A0WjEo0ePaJMScmNcVpHP5XL40pe+hN3dXej1ehweHoLneVgsFvA8D7PZjEAgALvdXpZY1draimg0ioGBAfT29iIajWJ3d1c0fi4Woye0t7dLtputlAfR399fMZu92gQ4sRBAMBjEzMwMBEHA+973voqNZ4Aj11+1DnRmsxnPnz8Hx3F4+PCh5Os0Go2oO39mZga3b98uOhc6nU40IZXneaytrWF0dLTsd7du3aKblnQ6jVQqRVvsirG8vExDDvl8vqh8MZfLgeM40e9nb28P3d3dkj83Go3o6upCR0cHcrkctc7D4TCSySS8Xi9sNhtdMxAIQKFQIJvNIp1Ow263o62tDZlMBgqFAhsbG/iLv/iLmkrsahmhfF7IvcGQ05IXW58Mpznt9/HhD38Yn/nMZ/BHf/RHmJ+fxy/8wi9ga2sLH/rQhwAAH/vYx/Av/sW/oK9/8cUX8ZWvfAXLy8uYnZ3Fxz72MXzpS1/Cz/7sz57qOAgXRuTJbG65k+/qUUK3vb2Nt956C729vbhx40bRxSjnZue8E+84jsNf/MVfYH19HXa7nWaEk8+cTCaRSqVE4+6kW1tzczO8Xi8tlWtvbxcV1+7ubtGkOo1GI2kJOxyOihnjlazsSvX2wFH5TKXmORzHwev1IhAI4MGDBxgbGxM99mq954Ejlzo5lwsLC3j8+LFop7v79+9L5h7Mz89jcHCQusLv378vefz5fB7b29sYGhqiP7t7926Z14NMiqvUQyCdTqO1tVV0ExYOh0Vj8ACwsrJS1rDH6XRCrVbD4/EgGo1Sr0AgECjbTB0cHBS5/UOhED1nkUiExuvVajX0ej18Ph/+8i//suqGS26hZZb89zirCXT/5J/8E7z44ov4+Mc/jtu3b+Pll1/G17/+dbrR9Hq9Rc+CbDaLX/zFX8TNmzfxwgsv4NVXX8XXvvY1/PAP//CpjwVocJEv3VE1QvLdeR4Dz/OYnZ3F0tIS7t69i56enrJzUGlgy3lznpa8IAj4+te/jtXVVTpoQhAEGAwGWCyWouEmLS0tdAOg1Wqp5b62tlb0UCX19WJI/bynp0eyQ5zH45H87gcGBipOK6tWCVGtBGtwcJBmwq+srGBvbw/37t0rspBv3rxZNV5vMpnKYvFzc3Po6uoqEkGxMbylkFayQ0NDVZvukHyKvr6+ipnGxG0vZuV1dHQgnU5jb29P0qOxtbUl2fqWWORmsxnDw8MQBAEHBweIxWJl34/X6y2ql+c4jrb+BY7uv8IYPRF9Ulpnt9sRj8fxV3/1V5Lli8DVTrxrxJi82Ww+E8/KT//0T2NjYwOZTAbvvPMO3v3ud9PfvfTSS/j2t79N//2Rj3wEKysrSKVSCIVCeOWVV/CDP/iDpz4GQkOLPFDe2rYRLPnzEPlMJoO33noLh4eHmJiYkHRbkvMhx2bnPBPvvvGNb2BlZQVms5nWw7tcLjohrvAYDg4OoFKp0NfXB4vFgv39fVGXfFdXl6i7ubu7mybwlSLWDQ84uvaq9YCXwuFwVBRBu91e9b3FStLW1tbg9Xrx6NEj9Pb2Sh57IR0dHaKlcGRePCkX6uvrq6kd7tbWFnp6emrq951Op5FIJDA4OFhxTruYe7+pqQlKpRKZTAbpdBoKhUIydrq6uoqurq6yn5NSS7PZXPT9k4d74bUtCAJisViRhyORSECv19PXEXc8uSdJaR3P8wiHw/R4//qv/1qy5PKqJt41oiWfTCardqK8iDS8yBdyWS35SCSC119/HXq9vij+LgYJW1wmS/5b3/oW1tbWoFarkc1mEQwG4Xa7kUgkEI/Hix6+DocDDocDTU1N8Pl8SKVSaG1tFXWLSgm5lMB0dXVhd3eXzq52u93o6enBwMAA7ty5A7fbjWvXrqG/vx+dnZ1oamqCVqtFU1NTRRHv6uqquDnt6empeE21tLRUTOhbWlqCx+NBT09PxeFEBoOhYslcOp3GysoKbt++XbEPQCHXr1/H1NQUrFZr1XwB4HvJhZVi78BROIB0xSPDhwo3J36/Hx0dHaICSUrcCsvubDYbrl27JukFEEv8S6VSZRZ+IBAoSvCLRCJlrXG1Wi3Nvud5nibQik3Qk9uSl8uabkRL/jJOoAMavONdKY0SkyezkM/i5tzZ2cH8/DwGBgZE3fNiyNV57jzWfeONN7C6uopsNotsNguO49DU1EQf0oXNWsiQkEKLValUioq5y+USbfTS2tqKtbU1aDQauN1u2O12aLVa+tDJZrN0Y5HL5WjsV6vVirpdLRYLhoeH4XQ6YTKZaHtdkvQXj8crxuIrldUR2tvbq1rpHMdheXkZJpMJw8PD+O53v1u2cbhx40ZNo2Q1Gg2Gh4dpQyApVCoVPT8HBwdoamqqmFvQ3t6OtbU15HI5mqhWKbywuLiIa9euQavVioZC1tbWMDQ0JJonEYvF0NnZiVgshp6eHmQyGfr9bW1t0bG2hWxvb6O5ubnoXB8cHJR1yfN6vbQ/A3C0mXS73Tg8PCxy62ezWajVaqhUKsRiMUxOToLjOPT19dH3ktuSl7OtrVzd9sj6pc/vwkY4l4mGF/nCMaONMImuMPHtNCLP8zwWFhbg9Xpx584d0fIfKeQaknPWIj81NYXZ2Vk6GcxkMiEWiyEajUKlUtGkL71ej9bWVgiCUBZP9ng8olZ06eAYu90Oj8cDg8EAnU4Hv99f1KqWJPqJfT632y1qhQFH18PGxoaoJ0Gr1eKFF15AJpMBz/PY29vDzs5OkWdieHi4YhMVvV4vOeOe0N3dTd39iUQCCwsLGBsbQzKZpF3k1Gp1Tda50WiEz+dDLpdDc3Mz4vG45Abjzp07RR4GYuWKCb1CoUBTUxM9jz6fDz09PVhfX5dsE83zPJqbmyt6H5aXl9HV1SW6kdre3sbDhw9Fz18gEIDFYin63nieRzKZhE6nK8qM397eRltbG90kCIKAeDxe9Lr9/X24XC4kEgna10GhUCCZTMJqtSKXyyEWi2FqagqpVIomTsptyV/FtYHKMfnLBnPXHxNyYZ7mOEj8PRwOY3x8/FgCD8g3JIdsuM4iLr+ysoJnz54hkUggl8vBZrMhGAxScTaZTEin0+jq6qKldKWWl1Rind1uRzgcxsDAAG7fvo3e3l4aJ52fn4fP5yv7/lwul+Q5rRQ+6e3trZhBnUwmsby8jNXVVaRSKXR1dWF8fBx3796FyWSqOkBmeHi4ajtZsUEt29vbCIfDePLkCXQ6HW7dulVTzH5sbIxa56FQCBqNRrStrMlkErWuSVy61B3/4MGDso3SxsYGhoeHJa3JmzdvYnV1teKce57nEYlEyjriqVQqXL9+Haurq/B4PGV/l0qlROvnY7FYWchDEAQcHh4W5QAkk8miYyKJeKSfx+HhIY3vRqNRatknk0ksLCzgrbfeonX5VzUm32ju+stqyV84kZfbXU/GI55UZA8PD/HGG29Ap9Ph0aNHJ0r0kNNdD5y+Rn9nZwdvvvkmbe/a0tKCWCxGP5Ner6fuVr/fj0wmA4vFUmbxtbe3FzWXIXPNOzs74XQ6cXBwgLW1NSpuLS0totePSqWS7OGu1+srJsVJjZoFjlrjlnoeEokElpeXsbW1hcHBQdrDXkrEqrWdtdvtkvF6nucxNzeH3t7emhp82Gy2Mqs3kUggn8+XTYTr6+uT3NwQK5mIpdPplDy/i4uLou1yOzo6qCfn4OAA3d3dkmJIhJn8XqPR0FG/RKDF7jOv1yvaKY8MuCkkmUzS5kF2ux1dXV0wmUwYGBiA2+1GU1MTDAYDXC4XnE4nnSLW0tICu92OaDRKOwdmMhlsbW3htddeQz6fl0VoyWadWfLfg4l8A9AI7nrg5B6F3d1dfPe730V3dzdu3bpV1qazVuR01wOnK98LBAJ49dVXqfuyqamJDp8hkNg7cY/q9XrRxjVEAFtaWtDR0UH/bnFxsUx8KzW/6e7ulowNd3R0SLqTW1paKsbTm5ubK26IrFYr1tbWsLGxAafTifHxcYyMjNDfDwwMiPZkL6Svr6/qxtfhcGBjYwOPHz+ueM1du3ZNdNOSyWTg9Xpx//59+n6VygWBI2F2Op2wWCzo6+urmE0/Oztb1P5Wr9fDaDQW1cKvrq7i+vXrku+xtbWF0dFR6HQ6DA4OFpXoxeNxyYTE9fV1UU9FaYtbIuJDQ0NQKBSIxWIIh8N0emE+n6feIovFQkvpSI97k8kElUoFh8OBfD6PXC6Hg4MDRKPRiufmvCD3MLPkvwdz18tEo46bPc5x8DyP+fl5OuSjt7f3VC46ObPrgZOLfDQaxd/+7d8ik8kgFovBYrEgnU5TwTCZTOju7sbm5maRcFksljIh6+joQFNTE9xuN5LJJCKRCDKZDOx2u+jxdXR0SFqelZK/Krm4K2Wyq1Sqih4ArVZbZOVnMhksLy/D7/djdHQUjx8/rvrA0Wg0NU8/I9fg8PCwaLtMs9lc8Xh5nqe964eGhmoat+z1enHr1q2qGxXgKLY+ODgI4Kg9rpgHY3FxUbIGHjjaCNy+fVu0Bn9nZ6co4Y1AJo+VliiSpLnu7m7aYS8UCsHr9RaFBkh8vvDvfT4ftfpJKZ5araYjoh0OBywWCzQaDaLRKBYXF2sKpZwlcou8nJY8aYfNRL4BaYQ6eeB4Ip/NZvH2228jGAyeKP4uhtzu+pOsnU6n8fLLL9M2tWq1GslkErlcDjzPo729HSqVquzhbjQai1y9JpMJfX19yOVy2N7eLhJurVYrKXpSQt7S0lKxva1UGZ5arZZMxgOOsvgrWWj9/f2Svz84OKBW3vj4uGS52fDwcNVWud3d3UWbie3tbeTz+TKxHBkZqcmiDAaDFXMUClEqlXTCXrVMalI1cePGDcnvUBAE+P1+0fOhUqkwMDAAn88nObFuc3NTdEjI4eFhWae87u5uaDQaWCwW2peeHGdp0m0qlSo6JyREQIS/cFY9z/OIRqO0csNgMCCTyWBycrKmzdBZ0QgiL2f5HoCy9ZPJJHPXy81Fs+QPDw/x+uuvQ6PR4PHjx2fWaEEukVcoFCfKR8jlcnj55ZdxcHAAnU6HRCKBTCYDo9GIeDyOzs5OhEIhGI3GMovGarUin8+jubkZAwMD1FUqlnDX1tYm6m5uaWmRfIBW2rlXimNXmwZX7fqo1pmuq6uLTqZTq9UYHx8vE6haRFksKS+bzcLv9+PRo0fQarUwGAw1ewTa29uxsLCAu3fvVhWI27dv4/DwEF6vF263u6r3SqFQUOGTIplMwmw2F20aFAoFRkZG4PV6EY/HYbfbRdfK5/PI5/OiG46trS10dXXB6XSiv78fh4eHiMVi2NzcLNuYh8Phsu/C7/cXvS6TyRSdn1gsRgUkl8vR36fTaboZWFpaqnky4GmRW+TlbIZD7s2rUiff8CLfaB3vgNpi4nt7e/jud7+Lrq4u3L59+8TxdzHk3OwcV+R5nsfrr7+OnZ0d6PV6BINBmmzE8zxsNhuNvRdaTMCRFZ9IJDA0NIRUKgWv10un0pUiCIJknFiqpaxWq5WMqVdLuKs0fMRqtUp6AICjsj+pRDSgvPY/n89jaWkJgiBQy56ENSpht9tpCZ0YCwsLGBwcxJ07d6r2WAeOBJ6Mv1xcXMStW7ckH9SlA4QCgYDokJpCWlpaEIlE4PF4KgrA3t5eUR/8W7duFZUHbm9v49q1a6J/GwgERIfVKBQKmEwmmM3moo2mIAhFc+UJm5ubZU119vf3iyb7hcPhok2W3++nXgayQSNWPxl4s729XbHx0Vkhd+KbnJY8eXaK1cmfxSz5RqPhRb6QRrHkKyUAkvr3ubk53L59G319fWdeIiOXJU/WPk52/dtvv43NzU0afyfH7XQ6EYvFaHkYyUAmOBwOtLe3IxaLFdWW63S6ss0AcGTFiwmVTqeTtI46Ozsls+M7Ozsl485Op7Niwl1HR0fFcyRmXRci1aKW4zgsLS1Bq9VieHi4qmeolqQ8r9eLbDZbJJpStLS0FH2upaUl3Lx5U/RhLda6dn19XTSTHjg636RSYnNzsygBUYzFxUWMjIxIuvdXVlbQ3t4u+rfLy8tFQm+1WjE4OIjd3V3RcxqNRkW75JHudgRSElcoHoXxeeAoFFNYWlfY+16j0SCVSsHv92NhYeFc73G5RV5uS16lUpU9l1lb2wagEUroAGmRzWazeOeddxAIBDA+Pl5Tm8+zXL8eHGft6elpbGxswGw20y5wZOqX1+stchkSUTMajbh27RrUajXW19fLxFJqpy0lqgaDQXJsLNlUqFQqGAwGWK1W2O122O12Gk4QE7BSsStEoVBUbDpTLZZPXlPt9wsLC2hpacGDBw9EH5Yajaait4AwOjpKp9uR7Hkx2tvbRb0CZPxr4Xnq7OyUbOCzuLhI29USLBZLmWdkcXFRtLytEJ7nJT0qPM+LtqUlBAIBGI1GdHZ2wmQy0fDP3t6e6LpbW1tlWfiJRKJssFA4HC667wVBoHXy5LgSiQT9jsPhMA1PhMNhqNVqxONxhMNhLCwsnNvzTm6Rl9uSL11bEARmyctFqbu+ESx5MY9CNBrFG2+8AbVajcePH59rAodcJXRk7VpEfnl5GRsbG9BqtchkMjg4OIDJZILNZkMikSh6D6fTiWQyiYGBARgMBuzt7cFisZSJs8FgEI2tOxwOyZhyPp9HU1MTOjo60NnZie7ubvT19WF0dJTWMVssFuh0OvrQa2lpQSgUgl6vh81mQ1tbG3p7ezEyMoLbt2/DYrHg/v37GB0dRVNTU9E12tvbW1S7X0p/f3/F5jY2m63qsJr+/n7afnd9fR1jY2Po7+8ves3w8HBNA2aItc3zPFZXV/Hw4UPRTUaljc3Kygpu3LhBz19TU1PFa2RjY6NISHt6ekQ3YqWZ7IWQa4aMdxUjHA6X9aMnxONx9PX10Q51hWxvb4t6W8LhcNmmYXd3tyw+v729XZQcmE6niwbbpFIpqNVq+u9gMEh/T7o9RqNRRKNRzMzMVG2GdBLkzm5vxEY8lzW7vuHb2hbSKO760uPwer2YmZlBX1/fubjnq61fT2oR+Z2dHSwvL9MuYBzHwel0IpPJlHWpU6vV4Hkebreblj5pNBrRjHen0ynqxiY3pkKhQEtLC5xOJ1QqFZRKJVZXV2ldciEOh0NSBEs3aKSv/uHhITo7O2lcmtDa2krrqDUaDeLxuGRMXsqrQOjo6MD8/HzF15RuIrxeLxQKBR4/foyZmRnE43HRkEYpZGBLIcQyX1lZocmBHo+nYmyf/N3NmzeRTqerJo9xHEdnvzudTsnqBo7joNPpoNfri8IqKpUKVqsV4XAYqVQK/f39Zd8JYXV1Ff39/WWehbGxMezs7IjmNuRyOWg0mqKW2sCRCHR3d5dtNIkLvrB7IemQp9frYTKZoNFo0NTUBI7jqMiRvg48z1Ph4TiOeiBIrJ54NZxOZ8XzehzkbmkLlCe+1XN9sbVJUudlo+Et+UIaxV1PbkZBELC4uEibefT399elRWUju+tDoRCmp6dpgxvyoCPtawuF1Wg0or29HX6/v6gUjGwIClGr1ZJWvE6nw+joKFpaWpBKpbC7u4utrS1ks1nR60WtVksmmimVyopubjGrMZ/Pw+fzwefzYXV1lQ4hefDgAW7dukWtUafTWVUAK80eB46sXrHKAkEQsLKygpaWFty8eVNySEwhUtUDm5ubaG9vp2VlbW1tNeVhkDh4LfdALperyTVKrPHC9+zp6Sna6Kyuroom0xH29vaoW12hUGBsbIxubqRK7vb390Xfc3Nzs8w7QEI7wFHoobu7mzZoUqlUSKfTtCKEbHxJoxyFQkE37BaLBc3NzbSGXqFQ4PDwELlcDuvr65KboZMgtyUNyJfZn8/ny0SebK5YCZ0MlLrreZ4/t5nmtUKmlb399ts4ODjA+Ph4WZ3teSKnu77UuikknU7j7bffRj6fRywWo0l6xKokA2iAoxIx4povRKozXWtrK7WUPB4PxsbG0NPTg7a2NmxtbWFnZ6fI7VqpLKy9vV2y/KypqUkyGc9gMFSMp3d0dNBNRTQaxfr6OnZ3d6HT6XDz5k2MjY1VHLHa09NDW7lKUe0hRNy99+7dk3R1A0fnoNKGg1inpH98LYyMjGBubq5iZ7pCmpqaYDQaq9bQb2xs0Mz8oaEh0Y2Q1+uVLL1Lp9OwWCxQKpW03S0hk8lIWm9bW1ui1vPBwUHRWmq1GjqdDtevX4dWq0U8HqeiXvh9k7Gzhe2h0+k03TgStzwp9bNarXC5XMhkMuA4Dvv7+1hbWzuTe78RLPlGqtEnXisWk5cZcjPI7bInlptKpcL4+Hjdd39ydbwDpC35fD6PN954oyjRSKfTUYtLqVTSQSKdnZ0IBoN0CE0hYj8Djm7MsbExdHZ2IpFIYGdnB+FwWNIt3dzcLHmdVOo3XynpzWazVfQkSXkHBEHA3t4e9vf3oVAocPPmTdy5c6fsuqnWZMZkMlUdS0vKFDc2NuByuei0s1LEmsKUcnh4CJfLhd7e3qqvJTXfwJFFf/PmzYqvd7vd2Nrawt7eXsUudoSlpSWMjY1J9vLP5/Ow2WySwrG3t4d79+6JhlH29vZEzwcp9RTLwnY4HNBqtRgcHERLSwui0Sj29vbKvlMSbyeUJnel02k6vho4ytgnr4/H4+B5HlqtFmq1GkqlEqFQiI5mPg1yW/Ji57We64t1uwMq9824qFwokSdfjJwue5/Ph52dHRgMBty5c+dM699rpdHc9YIg4K233oIgCDRb2GQyFVlcxBWpUCgQCoUkR58WxtxJH/LR0VEEAgHs7OwUufubmpok24FK/dxms0k2xrFYLBVd9ZUa2DQ1NVXs597R0YFQKEQFf3t7G1arFffv36cJh9UEnHT6q8TAwECRN8Hn8+Hhw4dFrnmLxVJ1LeB7vfVDoVDVGvexsbGi73t5ebksi74Qi8VChW1tbU1yM0JQKBTQaDSS2fLAkYUttWHweDxYW1uTLF8MBoNlmfLkPUuz7ZVKJbRaLa5du4ZQKERDS7lcriihjvysMOkOOAoFFK4VDoeLvC6hUIh+X4eHh1Cr1TT0ZDQakclksLa2VnWCYSXktuQbrW89GTEsx/P8vGl4kS/c7SkUCiiVSllEnsTfZ2Zm0N7eLjqmsl40Wnb91NQUjTsaDAZqtRPIQy4QCNDvzmazlcXdjUYj0uk0mpubMTw8DLPZjP39fcmHmdRDqrW1VdLiczqdkuGGSgNljEZjxWz1avW1YuKUy+WwsbGBSCSC+/fvY2RkpKLruloLW4VCIerKXl1dRW9vL40lDw4O1mQJkqz3fD6Pvb09SetcpVKJejFWV1dFs9uHhobK+suTBDkpRkZGsLOzA7vdXlGc1tbWytYcGRmhFR1Sm6R8Pi/pSSEDhICj/ITu7m5EIhE6VrcQv99fVmon9jMyuIZQWD9PyrmIEEUiEVpZlEwmaUOq7e3tmhIsxZBb5OWu0Rdz15tMJtme6edJw4t8KXKU0eVyObzzzjs4ODjA48ePYbfbZQ0ZNJK7fmlpCZFIBNlsFiqVCrlcDkqlkrq/2traYLVaiyxrtVotavWSlqKZTAZ7e3vI5XIwmUyiFr/UZDqgctZupYS0SmNdxSaVFVIpli5VLVAIafrT3t6O+/fvl20aurq6RAevFNLb2yv5Gfx+P/L5PO7cuVM17g+Un1+e57G5uYnbt2+XvVbKjU48O4XWtUajES0JI5tAsdwWt9tNrxev10sH2YjB8zy1yoCjDUXhtZZIJNDV1SX6tz6fTzQ0wXEc1Go19ZKQDU06nRa1/n0+X5nb3ufzFbmCs9kstFot3VSSQTfk2i3dAMdiMZp4nM1mwfM8HZrj9/uPnackt7tebku+9LMTkb+MXAiRl3MSXSwWwxtvvEFLlMxms+ylfHK66wvb2m5ubmJvbw/ZbBaCICCVSkGpVMLv90OtVtOucaWCbrPZiuLibrebjlUtFaBCt24hLpdL9DvQarWSgup2uyUtn9bW1oqZ7ZWmhHV2dlZ0nbrd7op5AC6Xi25k4vE4tRwfPHhAhaFSEh2hdJJaKblcDjqdDt3d3VVfOzAwUJacKAgC1tbWirrWqdXqih4GnucRCASodT00NCTpEUmn02UuedKoqPB6X19fr9goJxKJoLOzE729vaIx+O3tbcnY6+bmZtkGy+l0wmAwiHprxOL5pASv8LrN5/NlVmIgECiaZFjYxx44CreQNTmOo0l72WyWDnZKp9OIRqPwer3H8nAyS158Ah2z5BuAepbR+Xw+fOc734Hb7cbdu3epK7URRF5Od70gCDg4OMDm5iYVdmLd8DwPs9kMh8OBUChU5nVQqVTw+XxQKBRwOBxoa2sTbUgCSFv8xOoTo7W1VdIlWyneVsnd7vF4Kja4qSaY1ZqZiE0mJPXmdrsdDx48qFoSZ7PZqnbSA74n1N3d3ZITEcWmARayurpKhX50dLTiuQGOrNJMJlOTNyIQCKCrq4s+bEdGRsqOhXgIKmVCx+NxUSub/L1WqxW1JnmeL3LbNzU10ZLLUmucEA6Hy8IsBwcHZd6fUChU5qnw+/1FFmRpboDf76fXZiaTofdSJpOhcxwymQyd7VDrbHq5LflGE/nL2tIWuIAiXw93vSAIWFpawvPnz3Hz5k0MDg421Fx7ud316XQaq6urdDQjecjr9Xro9XrqMjUajWWudqvVCrPZDKfTSWOMRqNRVMylytlaW1slLXKp5LhKFr5Sqaw45rNSspdara7oirdYLBVFUKFQVHSfk+xri8VS1FWulM7OzqrXZGtrK00s3N/fpy7oUgYHB6sK9+rqKu7evVtTVz0AdNpgLYlNm5ubGB0dRWtrq2SL4GQyCZfLJWp5GY1G6HQ6BAIBSYs9FApJuu2DwSB6enrouSH3mpRxkUqlREsjfT5fWZy/dKPAcRxyuVzR5wiFQrDZbDCbzbTlL8l1icfjdENBOv4RKz+Xy8Hv9yMSiVR138ttycvtrr8qE+iACyLy9RTYXC6Hp0+fwufziY73rMcxVENOdz1w5EaMxWKwWq1UoJRKJdRqNSKRCD220mNsampCKpVCJpMpsrZLs48JtUxGK8ThcIhaigqFAu3t7dDr9XA6nWhqakJzczNcLhccDodkW1Xg6LuutAGoNOQGOIrlV/qu7HZ71eQp0lhoZ2cHHR0dZTFpqYS7Ukot92QyiUAggFu3bpWtVwsajUZyCEwpLS0tWF1dRVtbW01Cv7a2hs7Ozornbnd3t2zanEKhQEdHB+LxOFKpVJE7vJTNzU3RHAASIhA7D9FoVFQMdnd3y85vLpcr8/JwHEefZ8SbZbPZ0NPTQxsQkWY4Op0OGo0GarWatlh2OBxQqVT078joXOK6z+fzODw8LEpyFUMQBGbJF5BIJC5tTP7C1Quc57jZeDyOp0+fwmQyYXx8XDLTWU5LmqwvxyaDxALJrjcajYLneRiNRphMpiKL1mw2038TqyQWi5UJolQpndPpFBVXnU5XZjlbLBbY7XbYbDb6oM3lcshms8hkMrThCKlHLj13BoMBFosFCoWCxl6JO1ej0eDw8FDywVntOqi2UWlqaqoY07bb7UXnIRaLIRaL4datW9jd3UUgEEBvb2/VxD6dTidaHsjzPNbX13H79m08f/4cHR0dFQfsEBQKBRKJBILBoGjb2FKam5uL6uIXFhYqvn5wcBAHBwdVN0EbGxvweDz0mMlcecLe3h6cTqdo+IEkrxXeT1qtFt3d3TQjXizUkslkylrtAkcbgNINuN/vh8fjoZswhUIBlUpFZxjk83mkUimk02k4HA6acJdMJml/fvJvh8NBhZxsssmxk+uX/D2pJrBaraJVAySZUA4a0ZK/rC1tgQso8uclcPv7+5ienkZ3d3eZe74UOWPiZP16bzI4jsPKygoSiQT0ej1yuRxisRicTify+XyZyzmTyUCr1cLj8SAYDBZZ+IXYbDZR17DUQ6CtrQ1NTU3QarX0YZdOp5FIJJBOp0UT4Mxms2QsWKvVUhEls8ML36O9vZ3Gw4klZTQaIQgCzYiXoqmpqWIMupase71eL7pR2NragkajwZ07dyrOtif09fVVHHyztraG4eHhstkCUpDRrMCRC3p0dBRzc3Oir+3s7CzqPkg62Em93mKxIBgMIpvNoqWlBfF4XHJjT8ridDod2traRMM+ZFqc2GYqFArRc6PX69He3k6vR5/PV7SBIGQyGXg8nrLvNpVKwWKxlF2DoVCIbkKJSAeDwSIrXxAEOtuBeLVCoRBcLhfdaITDYbhcLvr+iUQCBoMB+XyebryJR02lUiGVStG4fWn+AovJi5fQXUYunLv+rC15QRCwvLyM6elp3LhxA9euXauaYUksebna6xKRr+f6q6urtMQnl8shHA6jtbWVWsmFQmM2m6HT6WCxWBAIBCAIAsxms2hSkFjWuk6nowJis9nQ39+PoaEheDweZLNZBINBeL1e+P1+ak01NzdLZrjbbLaK9e9SGyadTlf0gOd5HsFgENvb29jZ2YHD4YDT6cTY2Bhu3rxZ1re92kCRrq6uqgJdqQFPLpfDwcEBVCqVZHyZUMsks2g0CkEQahqEUurKJnF0McQenuvr65KlcO3t7bSO/+DgoGrHvUgkgr6+Psna/3w+X7EGmngDPB5P2UYgHA6L9vjf29sTdfUnEomiSgiNRgOLxQKTyVS0WSFDaUoH4JQmf5HxzIXHQzYHHMcVZe2TEbZkoJJer6cel1AoVPTcZDH5q+OuvxAiX8hZWvIk/u71evH48eOqtdCFxwDI116XrF8va357exvRaBS5XI4+3B0OB2KxGDQaTZHlZzabodFoEIlEigRMLL7pdDrLrFSFQgG3243BwUGaZR0MBrG/vw+tVls1IUyMSu7eSuewtbW14oYynU4jm83SDnbJZBLt7e24desWBgYGKmaoV1sbOHLVV8uWbmpqwv7+PmKxGG7fvi0aYuro6JCcilcIGRak1+vh8XgkXyc1JGdrawvDw8NFP+vt7RUNuwiCQC3l0mMttZw3NjbQ19cneTxE5Cq16t3f35fcLGg0GtFrEZBOqgOONmClLm+e56FQKKDX69HX1weHw0GFtlRYcrlcWc5AMBgscq/ncrmitrc8zyObzdLPXNj7nniiiKcxlUqB53lqEBweHtJ7ksXkxUvoLiMXUuTPwpKPx+P4zne+A0EQMD4+fqzBBHKLPLlB6iHy+/v7CAQCNFmOVDcQC5NM0VIqlbQToFitu5jgEQErFPaWlhYkEgn4fL6yzG2pHAmdTifZUtbpdEpuDPR6fcUNQKWucBaLRdQVn0gkqCtdo9FQwS99qJnN5ootdMmxV4NY6IIgYGNjA+3t7ejs7Cx6TS019hqNhn6eWCyGbDYrKYpSiXmCIGB3d7coY79S3Jd00yP3HnE1i7G/vy8ptteuXUMwGKTzEKTY3d0tE1WNRoPOzk74fD7JJEIpqz0ej4v+3Gw2o6+vr8wLIyZspKdEIYVDbICjToeFnyuVShV5F2KxGK0AIeGLQqEnoQDgKPZMhkcxS/57kEqhy8iFE/mzKKE7ODjAd77zHbS0tODevXtVp2CVolAoikZE1pt6iTzpfU7KfEiyEXGR6/V67O/vw263w+VyIRKJiLrMxc6TxWIBx3EYHBxEW1sbUqkU/H4/DAaDaFmWSqWStEalGuMAlYe+tLS0VHTjV+pF39TUVDFcQnqMb29vIxQKoaOjA7dv36ai4PF4Kn5/arW6qvXd2tpadq4ikQji8TjdWOj1+qqbCeAoZl/43WUyGUQikbLs9WqJcKT5TVdXF/r7+6vWxUejUbhcLqjVagwODkp6P7LZLM02L6S5uZkmtWUymYr3MmldS6xgpVKJ3t5e+nm8Xq/khoiUMpZSuHGwWCzo7e1FKpUSbXmbTqfLXP9ktnwhqVSq7LqNRCJFMfxwOFz0/pFIhL43aZQDfC+5EPhebX02m4XH46k6EOm8kNOSJ14NMUv+Mk6gAy6IyJ9VCR2ZuT01NYWxsTEMDQ2dqMMRyZCVc9wrcL6eBGKRknabpBtUoQs+m82ivb0d+XyethItFQCj0Vjk2lWr1ejq6oLD4QDHcfD7/TU18HC5XJKWdaV4c6Ukskp/19zcXFGEK8XKFQpFmUDH43FsbW0hn89jdHQUJpOp4oOuu7u7YmkeAMlhK6RZUEdHB5qbm2vqUy/2HeTzeezv7xfF2qUa6BSSy+WOla3s8/kwNDRUtZTQ7/cXdbpTqVQwmUxF31Mikajo2i9025duKjiOE42/A0ebEbEQhiAIEAQBHR0dMBqN9LrI5/Oi/RVIcl4hYu1xg8Fg0bOJxPALIcNrCIXhg8LpdsRjolAokE6nwXFckQv/8PCwrvk9clry5FphiXcNzEnd9fl8Hs+ePcPu7i4eP34Mt9t96uOQs7Xsea6fTqexubkJjuMQi8Vgs9nAcVzRA1Gv14PjuKLGG2IPafLQsVqt6O3thc1mQzweF7XwtFqtpPUqJXiFtfqltLa2Sgq5zWY78QbAbrdX/FuPx1OxzW06ncbW1hY6Oztx48YNUTGo9tAlnQMrEY1GaR+ASnR0dEh+HjIIpaOjAzabrabYPnBUBRGPxyU3IqVoNBrRYTalbGxsFIm0WMb83t6epGsfOLK+x8bGRJM+/X6/pNt+d3e3TIzVajXsdjusVmvZ/RgIBMpeL1bCCRzdO6VeiNLnXCKRKLLmC610oLyxTiKRoJsWMsWOvC9pT01K6fb29jA7Owufz3fqMbbVkDuzHygX+WQyySz5RuEk7vpEIoE33ngDHMcdO/4uxWUto8vlctjZ2UEul0M6nYbFYkEqlUI+n6frtbS0FCXhAd9LCCpEq9WC4zj09PTQBLpcLkdd9aXYbDbRz2QymSRFqJK1WOlBItXyFDhyu1YS8UoNVoDqbW5JrD0ajWJnZwcWiwWDg4P0ujSZTFVd7F1dXVVHjba2tsLn8yEcDuPmzZuS8e5qxwscWY3Xr1+v+ZpTKBTUA1StXShpYrS3t1dTcx3SG0DqO+I4DhqNRtJa9Hg8FTdRJGxUCs/zRUJssVjg8XgQjUYRDAZFvQCRSKTMWxiLxco2ISQcVvqz0uubVEBotVpaA+9yuWC1WmGxWKDT6WhXSbPZTNtM22w2GAwG6HQ6aLVauhkg8XqbzYa+vj6kUim89tprePvtt7G+vo5YLHbmVr6c7nqpWfZilQ2XhQsh8qdx1x8cHOCNN96g8fdaHmi10Ahd7856fY7jsL29TRtpaLVaJJNJaLVaRCIRGAwGNDc30wYehZQ+CEicPpVK0Tnq5HVSblmpn0sJuSAIkjFclUpVMaZeqQFNpXG0lY6zlnXF1s7n8wgEAjAYDLh16xa6u7urimktD8nCjczm5iZ6e3vLNigGg6GqRwD/X3vvHR5XdaePvzOaGY1mpNGojlXdq2xjSwZsSgIJzVUypJBfliUkmw1JloRAdknZlE3IJoRsINksJkACyRKSLJZswBRjG0y1wRXb2Ni4F2z1Mr3e3x/6fq7P3Dnn3KtiRjL3fR494Jlbzr1z73nPp70fnBXT0esrD6Rn33d1dcHn80kT8Cg0QvKseovwWCym6yEgaVotSCqZbZozkON3dHSgqqoKZWVlcLvd6kKLOiZqkUwmuQmUnZ2dGaTe2dmZkRNAtfI+nw/l5eUoLi6G1+tVZW5TqRQCgYCa1Q/0hwTYxQi56EkgCuh/Tq1Wq6qsR4v4MWPG4LLLLsPYsWNVcbA33ngD+/btQ1tb27AkPWfTXc9LuqPWvqYlP0JgtE5eURQcOnQoLf4+nKvHbJP8cLvryS1LK/dUKoVwOAyLxYLe3l6UlpbCbrcjFAplkJTT6VRjkTQZURMbLchdr4XX6+Um3MmIvLS0VKidXlxcLHQ7ihTQCLJ4e0lJiXTfqqoqae17aWmpcP94PI7jx4/DZrNh9uzZwsQol8slldoF0rPlCW1tbXA6nWlZ8+PHjzf0HI0fPx7RaBTHjx/XJXotobe2tmLixInc/JeKioq0cQaDQVW6VYQJEybg1KlTKCsrk47j5MmTadnvTqcTeXl56nurbQ7D4vTp08KSPJvNphIji/b2dq6Xp62tLeM8ovg/aVEUFhaisrIS5eXlapIvSeJSAiELirsTtCV70WhUnf9ItZKIn6pmKKE4lUqhsLAQdXV1uPzyy1FXVwe73Y4jR47gtddew/bt23Hs2DEEAoFBWfnZtuR5z5ZZJz+CYIRcE4kEdu7ciZMnT+Liiy8ecvx9sOM4lxhudz3VwtMETURlt9vVem2amHhW/JgxY1BZWYlIJIJoNCpsESsiUNFLX1JSIpSGlWVSy+RkZS5+vVi9XjmaXiKn3v5er1etu/d6vZg5c2YGaVZXV+s+eyJN/VAohJ6eHsycORMWi0W3lp/A5j0cP34cdXV1wvPyPAMnTpzIqKEH+NUPbW1tmDhxIvf4hYWF6ph7enqk2hb0fhCBVVdXp4U44vG49PcgcRkWY8eOzRC80e6jfe6pJl37eVdXV9qiwGq1wuv1oqamJs26jsViGfeJLZsjaNvbsuI7lFVP94SEcihHIBaLqeI65BWgYxUVFWHixIm4+OKLMX/+fJSXl6Onpwdbt27Fpk2bsH//fnR0dBieD7PZT1507vM5Jj8qZG21inekFMWbUIPBIHbs2AGHw4EFCxYMm3tei5FA8sNxfkVRcOTIEYRCIXUypInQbrcjkUioZMFrhOL1elVZTfaYPAtbJGYjKxfjkb/VaoXb7YaiKKitrVXjr5Q9TNri5I6lDGg2Uam0tJTb4tbr9UqJTybGY7PZdF3fet+zi5pIJIJTp06huroadrsd77//PgDoxuIBeXkleW0uvPBCobQsC9JyZ3Hs2DFMnToV+/fvT/s8Ly9PeI+OHTuGKVOm4MCBAwD68wpEjXWOHz/OleJ1Op2qh4aIy+FwCL023d3dGDt2LKxWK/d3bW1tRVVVFdczEggEUF1drUoPjxs3Tn3ORbr64XAYxcXFXOU8n8+XkewXCATgcDjUjnrJZBK9vb0oKChIW6TxPguHw2kePQp1sC554GyiG9XNU2UHqeJRpn0ikVDn11QqBZvNpr5/ZOXn5eWhurpaXWj29PSgs7MTBw4cUMMcJSUlKCkpEca4s514pz13PB5HNBo9b8VwRgXJs2CFaLSr7Pb2drzzzjuorq7GlClTzumDlG2SHw53fTKZVImD7iuRc2FhIWKxWFqWOa30gf6ko/z8fMRisYyJTqQVz7al1ULr+rRarSgsLERubi6mTp2qbkMkXlxcLCRM2XdFRUUqsbjdbhQWFqqtSeke1NbWckv7SktLpW1hKysrpQlzHo9Ht2ENb3FEhDF9+nTE43HdvvFer1c3LwDon9zGjRunKuaJIIqnnzp1Kk3bfcyYMbrNbT744APU1tbixIkTul6Pjo4OlJSUqMTIC8H4/X5UVVXh6NGjwuOIytkIVHPO83xQHbzX6824R6L3v7e3Fy6XK2MxRhn0bMJqYWEh99i8kKT22um62PCQ3+9Hfn6+eo5UKgWn06kej/JsiNAikQjsdrvqpieiB/qfD9ZbRqRvtVrVxj5E6JMnT1b1ATo6OnDw4EE1KbCkpARerzdN32MkWfK0cDNJfoSAfiD2YSRr9NChQ6irq5NKcg4Xst3udajnj0aj2Ldvn5rpHo/H1RU8TaasNULWud1uR1lZmdoYhpeEJlJE45UsAf0eAyJ0Vr4zPz/fUAtVLWT3RTvZJxIJlVg9Ho96Pfn5+fD5fMjPz1ev3WazSUlej7REzWYIsng90O8FmDRpEjweD/bv3y+0Xn0+H44cOSIdS0FBAU6fPo1UKqV2MOMtMHw+n3TB0NfXh/Hjx+PIkSOGNCcoUWz69Om6zXlisZgqk0yJoLx8h1OnTqG2tjatCQ6B3NxELDxijkQiqKys5I5HURSUlZVxfxe/3w+fz5fhhaKwlpbko9Goas0XFhbC4/Go75nL5cqw0r1eb9oim7Lg2eMGAoEMCz8ajaZJ4YZCISSTSfVeEKnT95SQR9n4bItcInoidirftVgsagiCrGOXy4Xa2lrU1tYikUigu7sbnZ2d2LdvHxKJBIqKilBSUoJEIjGiYvJ0j82YfBbBTh60kqSXNZFI4J133sHx48dx0UUXfSgEDwyfvO5gMRR3vd/vx7Zt29Tsa9LHjsVi8Hg8ai9uFtQRzO12q0Rls9ky4oxOp5NL5oWFhWnHLC4uxvjx4zF58mTV3Z5IJNQEIxLh4UFGtg6HQ7gwkGX2A8iIyQWDQbS2tqKtrU3VCJ8xYwZmzpyJ6urqjDCSnvWsJ24jK+sD+t+Dnp4enDp1ChUVFVzRF6NxdrbPfSAQgN1u52aj65ULAv0etFmzZkkTFlnEYjHYbDZDimsUt9Zr5tPV1cW1xChPpK+vT1qeJ5KuHTduHLq6urjfAf3eBh5hdXR0CLPqx44dmxF2YP9L6Ovrywg39vX1ZSTshUKhNOKi95kFdaYjaBX82AUUaeDT/EYGAIW9yBigz8jYIp18Ol9ZWRmmTZuGSy65BA0NDfB4PKqHbdeuXTh06JCwO+W5gkjSNi8vL6tSu+cSo4LktaAVeSgUwubNmxGLxXDJJZfoTpLDPYZs95QfzPnb2tqwdetWdcKLRCJqLNBms6nSmywhk7IYWQQAhDFO0YuSTCZRXV2NiRMnoqKiQrUcE4kE1/LPzc0VTupshrQWXq9XeF+Ki4ulRCT7rqioCD09Pejo6EBbWxtisRiqq6vVzoU1NTVCDwbQT6oyK94IOY8ZM0a1tv1+v5pAx8Y+q6qqpOWBdC7tNvF4HL29vWpoBOi/z0bc/kA/SciU5ljU1taitbUVPp/PkEVnsVh0Exaj0WhG2dv48ePTwkNnzpyRiuSQBUyoqalRfzNWNpZFMpkUlttRsxiC1+tVEwW1hM5L5mPL4ggUO9eOgWedsu8IkXNOTg5yc3PhcrnU3Bb2Ly8vT61CAM4qIdLiOycnR7Xk2fNbLBY4HA41r4cWAXQN+fn5GDduHC644AIAZzsw7t69G6+//jr27NmD06dPn3MhHlmb2cGon44GjBqS11pNnZ2d2LRpE0pKSjBv3rxzlmAnQrZj8gN111NIY9euXaquObn9HA6HWkvLum2pRWx+fn6GFZqbm5tx/Tk5OWlWtMPhQHV1NcaNG6eW5PX09KS9yKIYPbnJeZBZdLLvZHHZgoICaVIdz0qMRqNobW1FT0+PmglPngkt9IQ2ysvLheWAsmN88MEHKC4uVpvCGLGORQuBZDKJ06dPq5nzY8eOlS5c2HG1traitbVVV12PXWAY2R44W7ao51VgJWu9Xm/Goo0IR7Sw8Pv9qiewoqJCLSEF+r0PIiOiq6uLa7UHg0F1UVFdXa3GxkXZ+VQ+p/1M60aORCIZzwL1lmdBSYkFBQXweDzIzc2F2+1WiZgkb9lOdfRuUg29y+WCxWJRvW2BQCDDA0E193R/c3JyYLfbVdKnWD9r6Y8ZMwYzZszAZZddhjlz5sDlcuHkyZN4/fXXsWXLFhw+fFgV/hlOfNTazAKjiOQJtCJ9//33MW3aNEyfPj0r8Z2RQPJGz59KpbBnzx4cPXpUvV+BQAAWiwVutzttwrfZbKoaFumCa13cFouFS4gulwuKoqCyshK1tbXIz89XhXV4CxKPxyMkZZGsLCUO8WCz2aSuehmJ61mKMus4JycHbW1tKuGXlpaipqZGJQyLxSItywP044HaBRSLUCiErq4uzJ4921ArXr2J88SJE6irq9NddBCqq6sRj8dVTQNtFzwW48aNS7NET58+LdXDr66uRldXlxonlonqAGetda/XK5SPlcnnnj59GjU1Ndx9KaOeB1ZOVnu+CRMmZFjfPEJPJBLchVwwGMyY4yg/Rrudw+FQCdrr9ap5LvSbR6PRtHtI5M4+E7IwpNPpVMVjaKFAiph0/VQySFa/0+mEx+OB0+lUNQBoTiAvzYQJE3DhhRfisssuU0sdd+7ciddffx179+5Fa2uroQWnHmQkb1ryIwAUf4/H45g0aZIhCcxzhWyTvFF3fSwWw5YtW+D3+1FXVweLxaKW3rhcrjQXck5ODnp7e+FwONSXmScjnJeXl/HC0YRSVFSEcDicJocpioOLJhPtwoOFthaYBS0yeCgpKZHq0etp1csIr6ysLO1+UBVAPB7HxIkTccEFF0iJlVeaqEVlZaVuIx+2zlqE3NxcQzF70j7Qi1PabLa0hQW1IeYJyVitVm5eQiQS4VrpWmLr6emRXhvQf+9JN1+EM2fOCMk6Ly9PTUDjQfQb+P3+jLh9QUEBysvLufcwkUhwF3akLMmCJ3lLJcT034KCAhQWFqr/Txa4NkMeSBfGobGw/+bp67PPt9VqVSWrgbPy1dpmP3QPScBHURS43W5cdtllcLvd6rvMbutwOFBRUYGZM2fisssuw6xZs5Cbm4ujR4/i9ddfx7Zt23D06NEhCfGYlvwIRTgcxltvvaXG3j5s97wW2SZ5I+56v9+PTZs2ITc3F9OmTVNL4CwWi6ocyLrOSQ6TXgJe7Jatgbfb7aioqEB5ebnam117T9i6XRZ2u12YbS/qBAbI3fEyyO5Vfn6+lPj0SmtknqS+vj5YLBYUFhZi1qxZXPKrqKiQLjIAufAPQVEU+P1+BINB1NXVcccl6g+gRW5uLj744ANMmDBBeu5x48ZleFZIWEVL3CSVqgUbK2bBc7l/8MEHUqIvKipSW/uKQJn6WsvNbreroQGR2l00GhUm4bFStWVlZfB4PGquA09opbu7W6iRryWw3t5errZ9aWkpCgsL1UW/zWbL8HbQop7AI/FYLJb2vLCJdez5tONku7pR0i7NMYqiIBKJpLW67e7uVo9DyZcul0udz9lYPi1aSYhnwYIFal7Ktm3b8Oabb+K9995De3u74SRoUUz+fC2fA0YJySuKgp07d6KoqAgXXnihKtKSTYz0Err29na89dZbqKysVCVJaTVNwjBE1uTS0zZu4FnxLpcLdrsdVVVVyM/PRygUUo/Ng8jFJrK6qf0lDzk5OUJLKi8vT2oNyyw7vYRN2b45OTm6ZXXd3d1IJBI4c+YMUqkUZsyYkRaLluUKAP3ko9f9LT8/X91GURR88MEHmDRpUobFaiSDuKCgQM2Cbm1tRW1trXDhJaoYCIfDcDqdqoUksuIJFKcmosnNzRW65nt6erikSa7fVCqF1tZWaQyftxCoqalRny9eZju7L+83SyQSatMaikUTZAll2vcgFApxw0f0/ubm5qK0tBQulwvxeDxjMaclbCDzPeSJwmgtfJ4rn3ccdjHgdDrVcrtYLKYmCnZ1dcFms6GoqCjtdyWDg/IFXC4XnE6nurBkrXyn04mqqirMnj0bl19+OaZPn46cnBwcOnQIr732Gnbs2IETJ04gFAoJrXzTkh+hsFgsuPDCCzFjxgxYrdZBdaIbbmTbkhedX1EUHD16FDt37kRdXR0qKioQCoXUmCG9ePRfEdnyrPiioiLVAqKmGEA/CfFc8iKFO0DsHvd6vcKYOy+5iSCTpCwqKpJ6AGSu+MLCQmnZXUlJiTRWWFpamnE97e3tCAaDmDJlCiZMmCBdJAD9iXJ68ciysrKM37G9vR1Op1PVePf5fIbL69hjtbe3o7KyMsPqrKmpkeYA9PX1oaSkBA6HA7W1tboldoFAQJWzra2tFRIjkZjWEh83bpwafqK6eJmXpaOjQ53cx48fnxa6isViwueNyJyHvLw8LmFQ3bsWgUCAu8hke8MTUqkUfD6fWl1CWezahS8vK59HbrFYjPuZdj8AGURPCXbkOaDSZvp/m80Gh8Ohdr2jBVdXV5c6dho/legB/fMau19eXp4655DngKz84uJiTJ48GfPnz8fFF1+M0tJSdHZ24u2338bmzZtx4MABdHZ2ps2TohK689mSHzViOGwMKNsEOxLGwLPkU6kU9u7di/b2dtXj4ff71QebyIb2pZ7wVELHwm63q9+VlJSoLznPyhZZXCLrz+VyCa1umaUpi0nLrESZpZybmytNqisoKJB+r+dml4Ueuru7UV5ejqqqKqRSKRw6dEh6LBlE46DFTV1dHVedUAur1crdprOzE+Xl5ejo6FDPZSRk1tnZiZqaGsNhlpMnT2Lq1Km6OQqRSAQVFRWqwl5ubm5GiWJvby+qqqqEKoTxeBzl5eUoKCjgLkDa29uFpZzUjIZd5IwdOxaxWEwY3ujt7c1QvAPOJtax7zPF7ClBj0iSmsmw7ytls7PHjUajGbkzkUgEeXl5aV63aDQKh8Ohnpu8fNqYvcPhUEVxCNqFFln97GehUEjtdEdJdyS+Rfr5tD1pUdCCgX2+KMRAlj2rsU9CPC6XS02aJCGe9957D/F4PE2Ix7TkRwGyLURDYxhJJB+LxbB161b09fWpmv1UK0vd4wis+AYvPme1WuH3+1FWVgav14toNJrW3IIFz+KnY4ssZNGigHrO8+ByuYRWo56rXkbSssxuQN7oBpC7YQF5W1qgn5x6enrQ19eHKVOmYOzYsRnf67nqS0pKdLPqW1tbDfV2r6mpES4Yuru7UVpaivz8fJSUlBhqUQv0Lwb07jMLu92uW+1A4yEvRXl5Off51HPbB4NBqYeI5zEgsHMQETzQT2y8c7KqcyxIbU4L6v7Ijo/i7lrwPD1a9zt9xrPyef8mN3peXp5adseClzug/czlcmWELmhRQkRNyZpkjESjUYTD4bR9WLe+0+lUa/lzc3NVI4XNDygtLcXUqVNxySWXYN68efB6vWhra0MoFMKBAwdw8OBBvPvuu4hGo8MWk3/ggQcwfvx4OJ1ONDQ04LXXXpNu/8orr6ChoQFOpxMTJkzAgw8+OOQx8DAqSd5016efPxAIYPPmzbDb7bjooovUshYSuCErhUpaWKuXauQJVqtVJQM2aYYy77XgZdoDyJDaZCEiPq/Xq06UFosFLpcLXq8XZWVlKCsrQ1VVFaqrq1FTU6P+VVdXY8yYMRgzZgxKSkrg8XjSLACeLjgLmQdAz8o34qqXWfpaAZzu7m6EQiFMnz5dFU2prKzUfc6MiEBVVlbizJkzKC0tFSaVAfp96ru7u1FcXCxMPhPhzJkzws5yLKi3ALl7ZSBCoc5wPFAtuKjREYVTRNZ3LBYT3i+StWUJnsArkQP6n33eQqunpyfN45Sbmwufz5dBkEC/R0v73JG1zYLXCEbbYQ5Ij887HA4174Zt/ET7aiEievadY/dnPQb0OYnl0H0hEo9Go6p7nwVV/eTm5qqk73a71RI9nhDP2LFjUV9fD7vdjsrKSsTjcXzzm9/E2LFj8fbbb+PgwYOGhZ94+Pvf/47bb78d3//+97Fjxw5cfvnlWLhwIVdqGQCOHDmCRYsW4fLLL8eOHTvwve99D9/4xjfQ3Nw86DGIMGrc9ewqMtsEOxLGQJZ8R0cHdu7cidraWkyePBmxWEwlZ4rBp1IpNY5H2d7AWflKoP/+Ukc5rVoWIHaji0hSlBRYUFCAtrY2VWSH3HgUcxPtS7E7HqgUh+KDeXl5qruvoKAApaWlahlPNBpFX1+fKg8q8wCUlZVJ9dX1SEhPmKasrIzruejo6IDFYsHMmTN1y+YAeWc8Av3mFOudNGkSDh48mLaNXptdQjgcRkFBAdxut264oqqqSh3fmTNnUFFRIZ1MqQug3+/HmDFjhJMkIRKJoKqqSrqQi0ajaX0JCLW1ter4S0tLhZ4JyoLn/RYul4s7D8TjcW6XOoLWra0oivqOFRcXqzoYyWQS+fn5GefmLVpCoVBaMxrgrIue58qn7ex2u/ruaJXstF4DWhCw29Figv2M5hvevEHeCO31axclROLkfiernc2HIAufHR+FGoH+34FKBGnOLCsrg9vtxtq1a/HWW2/h7rvvxq5du1BTU4MLLrgAixYtQlNTExoaGjLGLsKvf/1rfOlLX8I//dM/AQDuv/9+rF27FitWrMDPf/7zjO0ffPBB1NbW4v777wfQ33xq69at+NWvfoUbbrjB8HmNYNRa8iPBXc9bxX5YoLaqO3bswIwZMzBlyhTE43FVuY7GFo1G4Xa71YYR7ItFcTyv14v8/HzVvcdz3/Nc77w4KJBeO22321FaWorq6mqMHTsWXq8XPp8PLpdLTRoKBAIIBoPo6uriErzT6RQmbTkcDq61nUqlEIlE4Pf70d3dja6uLvT19SEajSI3NxdjxozB5MmTMW3aNEyePBkVFRUZE5peHFmPEI246kWgKoNEIoFp06YJF1l6NeFAPxGxyX2U7Tx9+vS056G8vNzQ81xVVaWqvOm5/7ULIb/fL3SPaxvBtLW1ZYQvtKiurkZra6u0rzyQmfjmcrnS7ltHR4cwRJBIJLjfjR07FpFIRBjP7e3t5S70AoEANwkvFAqhsrIyg8DD4XDGZxaLhZtrwpuTRG57p9Oplq/x8nIAvpaFEYuetd7pcyJaamyjvR46n/b4OTk58Hq9au2/bGFJBkNubi7sdrt6jbTAp2ukxMxLLrkELpcL//qv/4ozZ87gjjvuwOHDh/HEE08Iz6FFLBbDtm3bcM0116R9fs011+DNN9/k7rNp06aM7a+99lps3bp1WER/WIwaS55Ftq1o4OxKOhttE1OpFE6dOoVIJIKLL74YRUVFaQRPDwklt8TjcbWLGgsqOWJdjbwXiF0Za/fXgiy84uJitU8zhQ+sViui0Sh3kpAt2vLy8oSWmsyalInqJJNJxGKxNFIpKytDfn6+quEvizmXlZVJs+JJ614EI1r1ZF22t7ejpqYGqVQqw7I1ImMr6iTX2tqKqVOn4tChQ0gmk7qa9wTy/lDMmBr4aEGJeiyoVLOgoCDjN3W5XBlu7/b2duG9Zi1lknUVeT5SqZSaOJabm4vCwsKMZ476OPAWOtq2tzU1NepYe3p6uM8h27xFC22yHbmree9GMpmEw+HIuDeka8FeRywWg9vtTlugkoVMcxWVubGd6tht2WQ4Or/WUud9RiJQWkubkuN4uQBamWFaAJD1TfvQfaQFFVno7PNPdfn0Gc3LpPJ3+PBhVRGQ7hmpf7rdbpSWluLzn/88Pv/5z2f8BjJ0dHQgmUxmhHV8Pp9wDjlz5gx3+0QigY6ODlRUVAxoDDKMGkteW789Eix5QNxT+lwhHo9j27ZtCAQCyM3NVePYlKhCLzdNViSAwy5EnE6n2gueXTXy9AdIwlILysJ2uVyoqKhATU0NfD4fHA4H4vE4AoFAhiUsmsTo3CKISuoAeeKbLKveZrNlkDBpB3R1dcHtdqOgoAATJkxARUWF6kIlyKxwQKwPQCgvL9ftSsf+FiRyM3369LTacyOteGUu/7a2NtTW1mLChAmGushpXeM9PT3w+Xzc+yGyjMPhMDweT9pv7vP5uIsiiq/yfks2FyEajepq2/f09KCqqkqdTHnnkmVZE/FUVlYann/8fj83ZyIWi6lkWFpairy8PLW0lecd4dV+sy5+7bY8ydyCggI1lAXwy8lETXG09fLs5wTKcgegltdRGSNvf5qjtHMCLQxYbXwtbDabWh1E1r9Wvz8UCqG7uxtWqxXHjx/HmTNnUF9fr3aco1Lg3bt349ixYxnnGCh4900mlcvbnvf5UDFqSJ7FSLLkP8xxBINBbNq0CTk5OZg5c6aaVERkQQ01bDZbBsEqiqJmLfNcXmRta0EJMARSbystLUV5eTny8vIQi8XU1pTaDnYsRMRntVqlIjcDddUTZOQm61YHnP1dKevXZrOhsrIS06ZNw7hx43QJUS+BzUg8nxevb2trg8fjwaRJkzBmzBjdhUJpaalu2KC7uxter9dQBjxvMdbd3Y3Kysq07/Ti+1qJWtmCLBQKqVn0hKqqqowQUkdHh67UtZ5yYDweF4YgAoEAampquJZ+MBgUSuXyMtqBfh0B6sjIgkfS1OVNi3A4nLHAYsklJydHlbnlkQ5Pc5/VoSfw3hVtdQ41sqFnnz0GkbaI6LUd89iaezZzXgvW/U8LJaD/Hu7YsQNvvvkmNm7ciKNHj2LixIlwu91qLb6iKLj55ptRW1uLm266iXt8IygtLUVOTk6G1d7W1iZM2hwzZgx3e5vNJu2UOBiYJD9IkBjEhzWOzs5ObN68GT6fD3PnzlWTZWgCCYVCavKMltwo8Yh6xvNq7HnuQOCsYEZxcTHGjBmjTmSxWGxAbSFtNpuwpE7WcU5mMbvdbuF+TqdTKnIjiz1r9dgJ5N6n5D4ifO2EXFhYqFt6p2eBs9oEvHFQIpJeTNxIKVpeXh5aW1thtVqlcrCFhYXCcXd2dqK2tla9F0bi+62trepiRW8h0t7erqoEyvo2dHd3C8uhCgoK1Fi0CJToxgO9IyJLS9talhCJRDIWAHa7XfV8aUGyu7zjiJT2tKB33u12q25vkeXPi+PzFuQi8S2/3w+bzQa73Z7m6udZ6CKiZ8vgtCJG9P+k+Kc9P3C2coi9H3PnzsWECROQSqVQWlqKw4cP4wc/+AEWLlyIe++9FzfeeCNCoRDeeOMNtYvjYOBwONDQ0IB169alfb5u3Tpccskl3H0WLFiQsf2LL76IefPmGZKwHghGJcmPBHc98OEtNo4fP47t27dj6tSpar9vu92OmTNnqrFUeqEikUjai0AxOLY0jef+1lr+FDclt3UymVRDAtqyOxYiC1c2scoWCzJrXOYSl7ldLRaLlFTy8vKkVj5lDnd1dSEUCmHMmDGYNm2aGkfTI9bi4mLdBZKeu58qJzweDyZPnizcxkjmvc/nU6sXwuGw2q5VC56qHov29naMHz8eeXl5hrL0Af0udCza2trUDn+i549EZLREbLFYUFRUhFQqhd7eXmnZYVdXV4bnIC8vD2VlZbBarcI8CFk7WrZrXF5eHkpKSpBMJtWMeC2CwaCQvLWIx+NpY3K73fB6vRmxddqW56I3Sv7smKhMV/b7iYhe+zktQHh5ArQfWx7HHlsrxUvv1vHjx3Hs2DHMmzcPF1xwAS6//HJ85jOfwezZs/G///u/2LBhA0KhEH75y1/izTffHNJcfscdd+CRRx7BH//4R+zbtw/f+ta3cPz4cdx6660AgO9+97v4x3/8R3X7W2+9FceOHcMdd9yBffv24Y9//CP+8Ic/4Nvf/vagxyDCqCF5XgldtjLbteM4VyAFu/fffx/z5s1DdXW16qIHzi52SFyCbRBDJWSRSCTtheJZ8Xa7XZ008/PzUVxcrLq1tIsGGbTlOyxEk7LNZhO63GWuetl+gHzhUFRUJF0k6rnAtYukeDyu1vNOmDABBQUF0kWNnrqWkU5xxcXFqvJXd3c3pkyZkmGBUk90PbDXk0r1txbWLhxycnIMLRjIRWm0r0N5eTl6enqkgjTs2EQKdCy6u7sz3PY1NTVp1xkKhaReIlJfA86Kq9C7pU0u056bZ4klk0m43W7k5+ejsLAw7Z0SvV+8pL1EIsF9tmixwDbvEgnniEr+RDX1WlDuAGW8610Hj+jpcwohkGuevhPNq+SeZxPn2OuiZ+PEiRM4dOgQ6uvr1UW3xWLBjBkzcOLECbjdbrz33nv47ne/i2PHjmHZsmWq1T8YfPazn8X999+Pn/zkJ5gzZw5effVVPPfcc2p1yOnTp9OSZsePH4/nnnsOGzduxJw5c/DTn/4Uv/3tb4e9fA4ALEq2mdIg6MEC+h/IDRs24KqrrtLtL30u8frrr2Pq1KkZq/7hQDwex86dOxGNRtVkEVbakW3+QKtbchdSJnEwGMxoBhEOhzNeRnLzUxILcLahCM+1JlK/s9vtwlI7kevc4/EIs9S9Xq/wu6KiIqG16HA4uNdJKCsrE+5LGdGyNriyEh4SESIJz87OzoxzeTwe3da2ejH/ysrKDNc5aX4fOXIEQP9EoifwUVZWJjxXeXk59u/fD6C/XMxIkh/lbHi9XnUcMlRXV6Ovr08tadNbYI0dOxZ2ux2nTp2SbkdZ9L29vfB4PGoTJhZFRUXSComysjKcPn2aq6PvcrkQDAa5z5ho8V9YWIjCwkLuIkX0XLnd7oyFGsXn2WeU+rXzzssT1OFVzPBi6bQtxckp5h4KheByubilfaJwhnZbOiYruMOCV39Pn5PngbahzHqgXxr5wIEDqK+vTwuTJBIJfOlLX8LevXvx8ssvpwk6JZNJvP/++5g2bRp37KMZo8aSZ5GtzHYteDXlw4FgMIjNmzfDarVi/vz5qvuYCJ3igvF4XH15+/r64HQ6VQUoSlxhoSW+/Px8eDwedQXMTho2m407geXm5nIJPicnR0jksnWkzCqTWaGy+y6L8QNymdvi4mKpla8nf0kWHrnzLRZLmlytXl97QD9z3+FwcC39WCwGv9+P6dOnZ9TGiyDzKrS1tWHq1KnCsjIe6P51dHQI3f6EsrIy9ZkJhUIoKSmRZhZ7vV709fWhs7MTlZWV0mOT1W+1WjMsZwLJ9IrQ2dnJVbOj8Yqy+XlxfWqlK3puRe8B79xsbJ2av+Tk5HBd8ew+LESWOy+ngEJ0dD8BqDXrvPPoWfSs9S7TGyHyZucbInhaTND+RPAffPABDhw4gLlz56YRfDKZxNe+9jXs3r0b69evz1BszMnJOS8JHhhFJM8+ULS6yzbJyxKABouuri5s3rwZZWVlqK+vV60COg8lwsXjcfXFoDadwNmXWWsR0ctH0pI04fBiv6JMe0A8GYmyxSkxR7SPaGEgE8ARNVEhyJ4L0uIXQc8zpOcq5t3P3t5eRCIRTJgwAWPGjJFm3ufl5em66u12u/S5a29vx6RJk3RLymw2m+652traMGPGDN3EOALrSu7o6EBtba2hbYF+0pWJ37C5Dn19fdLOg0B/Bv+kSZOki8VwOCz8zYuKiqQLLl6nOAL7+1BzFFJd5D0jos9F2f6hUAiFhYUZ34ni6LwQgmhb1qIniVmegI2I0PWInmLvNKeT91EUiwfOtpzVWv1s2fDp06fx3nvvYc6cOWnPfjKZxG233YbNmzdj/fr1w1qDPhowakhei5GQfDfcMfmTJ09i27ZtmDJlirqqZPWeieATiYT60JOCGzup8F4yEgBxu91qxi0lWmmRm5vLvbeyhDvRRCqzAGVxa9l35H3gIScnR0pIssxV2YIE0Ney1yvpCwaDiMViqKmpwaRJk7hWlyyrnmCkmQY9NxMmTBBuU1FRYUhdy2azoaamRncBVF5ennH9vb293Em1pKSEe6/a2tq4ZXDl5eVpvw3FpmULJgqdyMoVo9Eot2SJWpzKSuNESnhAPwl7vV4UFxerWefssXmgihnesdhnhcqsRLF/3ue8UjlRzJ4WBdRchpVE1mIgRM/zLrLfiY5FVjtv/DQfnTlzBvv27cMFF1yQ0dDnzjvvxCuvvIL169dLq0fOV4wqkj9f9esVRcG+ffuwf/9+1NfXq7W4FH+3Wq2qi55c66Qg53Q6M14MlnBdLhfcbje35I1aPWohcieLXKkUA+dBVuIli7/KvpORoGwBAMhbwxYWFkqtPpHbl+D1eqXfFxQUIBgMqnK71dXVGWSvt3ClrnUy2O12VSK4u7sbkyZN4hKdERc8lRN2dXWhqqpKSpi835oWoloilYUJ+vr6MrwQPOLy+/1Stz0ly/E6qLHo7OxMI3Kr1YqSkpK0ihWRG5zU7nigJju8OnTRPrznni2pc7lcagY/rykNwCd0in/ztmU/t9lsaVK3LERhMCNEr7XeeZ4oXuY9HYNc+8BZq57uVWtrK959913Mnj077TlLpVL4zne+g+effx7r169XSzA/ahiVsrbA+WPJJxIJvPPOOwiFQliwYIGqCsda8GRtKUp/QxnK7qVEOha0KKBEPZFbV1RKB4hfQJH7nDeBWq1WNUOfVLbYel1auBQXF3NX/IlEQm0sQ6DrocmNRHhkSXYsqD+3CE6nU2qJ64Vm9MbgdrvT7nkkEkEkEkFNTQ2sVitOnz4tbLVLKC0t1Y21a5O4qBd8KBRS3fP5+fm65wL6y+tou+7ubvh8PrS2tmYsGGXHI3llkrL1er0ZfRRYkMId/caVlZXCZ7Wjo4Mre1teXq6+GyQ5qtcal9zG1KWMHX9hYaEwtMFbAHi9XuTk5KgJelqQcBUvCZb3ObXE1RK1KNzGyxeKx+PchDs6l9PpzDi/KO4+ELU27SKLJXNe4h4ZODRfsPeXLHoi+Pb2duzZswezZ89Oy69IpVL44Q9/iJaWFmzcuNFQB8TzFaOW5M8HSz4UCmH79u1wOp2YP3++mgXLlsFRsp2i9Dcssdls8Hg8adUGBLYBBKtCxbNOeTE2oN9i4sWdtRYGLSTIwqImECS2A/RbnSJSJVcqD7yMYnY/mjTtdruasexwOFRLwePxqNay3+9Xr1PblEQLmRWvV0KmFyYAxN4JOu+kSZPQ29uLDz74QHgMIzkgPKs3GAzCYrGoSlulpaW6feqBzPyG3t5eFBcXo729Pe07PS1/WphGo1EUFhbqluMFg0GMGTMGJ0+e1F08xePxtNI6eo9YYunt7UV+fr7w9w8EAigrKxPmqVAFAG+xQQ1n6PenbH4Aahtb7TFJl4D3W+Xm5qY9K8r/U6skRUkWiqKoUtLae8IjdLZsjUDvskgNb7DiLOSe59Xh6xE9XZvWvc/G4Ds6OrB7927MmjUrrcJJURT87Gc/w1/+8he8/PLLmDJlyqDGf75gVLvrs23JDyW7vru7G5s2bUJJSQnq6+vVEjaWnNl/9/b2qm40AGlSkJS5SyV1RmpweYQmsu7ZeH5eXh5cLhfy8/NVF1w0GlXb2+rJuRJksWDZdyLrjxYXbBlWQUGB6hKfPHkyLBYLdzID+uOkMoU8r9cr/a2Lioqk38ua7BCo6UZNTQ03Tux0OnUT5dxut7S9aTQaRWlpqaGa98LCQu6xQqFQml69nmYBwe/3o7a21nAjnI6ODkyZMkW3rC4SiaTdr/z8fG78Vq9qIRwOC/MdiGhFoE5v+fn5GU1TRPtRz3be9VDog7o4Uv07b86jXB0teMlsbMzeYrHA5XKpIT+eV2EgzbfYY1BZLiCeJ0Wue/JEkLeWjkkErygKOjs7sWvXLsyYMSMtU15RFPzyl7/Eww8/jHXr1mHGjBmGx3++YlSRPAsixWxisJb8yZMnsXXrVkyePFlt90nueXJHkVsaQEbjBaB/UiE1O1KJ0o6FdWux4NXNAlAThAoKClBcXIzi4mJ4PB7V9U+iO+zqWjZhi1ysPOld9jvRfhSuEEE00YXDYTV5qaioCFVVVZg0aRImTZqktpjVS2bTW7zoTYZ6KnhsCSL9tlOmTEmLc5eWlupataIkMRaFhYUoLy/XTaSTqcKR5et0OlFZWWlY4jgvL89w8hPJMBvR8u7q6lJlYkXXFQgEpC1pS0pKpAmfohaxQP9vVlxczH2ORKp2gDgRlFTsCgsL0xYspLnOO4cWoiS8WCwGh8MBl8tliMQHEodnhW1Y8ES4aHsgvbyOvJHA2TmWJfiuri688847mD59etrvqSgK7r//fvz3f/831q5di9mzZ+te20cBo5bkR4q7fiAldIqiYP/+/WqCXW1tbUaCHW1HK1hyrbEurGQyqXZSotW60UmWFY2gaygoKFBd3kQq8XhcLdMTEZzMlSdaSADy5iwya8vlckmtfNkCQCt9GQqFEAqFYLFY4PP5UFpaikmTJqGsrEzYTEQEi8Wia53qeZ14k21PTw+KioowceJEwyWjRhTuKOTh8/mEpKVXpgj03xMjCw+C0+lET08Puru7paV1hIqKClV4SUa+7Hj0au3JI8Y7F3VPlC1uaAGmhd1uR25uruE6dYJoAUAdJrWgtrNaiHpPaJPwWOudJ04zkAx6+o5A+vXaz1noEb1Wt56+J4Lv7u7Gzp0702Sk6Xz/8z//g1/96ld44YUX0NDQwD3/RxGjiuTZh3W0Jd4lEgns2LEDra2tmD9/vpq9S6tUrTwjALWvOev24gkBkeXPQhSLt9vtqvxlYWFhWucmkfCGyF0qI1xZ7Fu2n+w3lVkd1A1P9r0IFosFfX19CIfDcDgcqK2txZQpU1BTUwO73a5bW0/tfkXQK60DxFUI8Xgcfr8fkyZN0vUmGGmMw3oMQqEQHA4Ht8SNKjL0QAtDva56ANLkbru7u6X1yna7XT1/LBZDUVGRlLwBqItVGXjtZCnHhSATleHp01M2fjKZFC5So9Go8LnXEiItuHlZ8jQ+HniVNuz7m5OTA7fbzc1ZIIg8BbxxAmcT4ex2u3rPZI1oRMeh8fHGT+qePT092LFjB6ZOnZpWVaEoCh555BH87Gc/w5o1a3DRRRdxj/9RxagieRYjxZI3al299dZbSCaTaRn0pL/PlpawsrJkNZAOPavZzIJHQOzLYrfbkZ+fj4KCAnXBQLX2vO1ZOBwO4TWKPieXHQ+ytrI5OTnSEjeZlSqLl1osma11WWhLgxKJBILBIFKpFHw+HyorKzF27FghkenFevVK6/Sumz3HpEmThNdqpH6+tLQ0I3M8Go1mqNPpCc0QKNegrKxM+hvYbLaMhV84HBZq1mt7vvf19UnbyFIv80AgkKFmpkVfX5/aAtRqtWaEUiibXrY/a32Xl5erixeZa15UshqNRtVFXlFRUVqGO++eij4XWflkLGitd17MXlRuyMuoB84m14my5LXgLQAowY6y6VnXPVnwvb292LFjByZPnpz2HCiKgj/96U/4wQ9+gKeffhqXXnppxjk/6hjVJD8aLHlKsPN6vWhoaMhIsGNfDvZ66EGnrHFy0/NWuqIVc0FBAfLz81WFNAoDaEE69TyIrk8kgQmAqxNOkFmHMpesw+GQWtOy47rdbmlYRWYhkiWRSCRQXl6uWvjstesRtJ47m7qjyUDf9/b2wufzcePaenr3AN8bQlYShQXy8/N1E/yAfkIgl77f74fP5xMu7rRlacDZck+tF0NU4dHd3S3sE1FRUaE+2319fboLnkAggNzcXFRWVnLfCb/fL/SuKIqiLrpYgtdDMpkUHpPKSbXvFCX08bYX1b2zoByb8vJy7va8hbPoerSLAkoclMkey+rh2SQ9egfJM0B6IIqioK+vD9u3b8fEiRNRU1OjHkdRFDzxxBO46667sGrVKnz84x/njuGjjlFF8lp3/Ui35D/44ANs3boVEydORF1dnfrwkquMnRDZl5NeANZ9JSJodjKk/uKkMc3K4QLil1fWUEJE/jL3t16WuQgyN77MHexwOAzH43mQkXRubq46ESqKolr4NTU1mDJlCiorK6X75+Tk6Lrq9dzQWvnfaDSKaDSKSZMmqfezqKhIeg/oWmRj6erqwvjx4w0l79E52cmdLGReuZRogRaNRuH1etPeBZ/PJ3yGEolExjOkDdWQpSv73ROJBMrKyqTPnMwzIUvii0ajQrGbUCjEXQgVFhYKF7mi0IFowUbjpoRSmkd494N9vrXHERG3xWJRjQ/6N+2j3Y73OX2n9WKyoHwgv9+P7du3Y8KECRl5HCtXrsS3vvUtPPnkk/jkJz/JHauJUUbyLEaCu15UGqIoCg4cOIC9e/di7ty5GDt2rGqJkwXMJqbRA51MJrkvhqIo3MmIyoIokYZcXTyr1mKxCGPuIitYFgMXTdrUoYoHWVY9EagIg/UA6GXk5+fnSz1CokUJufSLioowYcIEjB8/nrsQ0Suts1qt0qQ+QOzu7+3tRVFREWpqaqTKggRWxU0EKq3Ti7GLrDe/35+REa7X8pZVrpNJJwP9z4GWQHlSwKFQSNp8JicnBzabTbqgkTWhcbvdGXK12n1FWelseMdisajVA6RqqUUsFuMuDGSfO53OjC5xPPc81cjzxsn7HajCRlTbroXIPQ/0/9a88jmy4AOBALZt24axY8dm9DRYvXo1vva1r+GJJ57Addddxz23iX6MWpIfqYl3iUQCO3fuxJkzZzB//nyUlpamJdjR5EKEHo/HEYvFVPEKXimcoqQr11EWK62CjbgLRS8hTzCDzikiVp64B0HP4hbB7XZLPQoyopY9B3oJZHplZHrPWCKRQCQSQTQaRXl5OSZPnpxGDHolSl6vV/ccst83Ho8jEonA6/XqZqAbWRRTqKWsrExa9ufz+YRkTGqFBCMJfJRxb8T9HQ6H1Zi61+sVjqOvr094DeQtEBElIRKJZFj0lOMSj8el8ryihVcwGERubi4sFkvasyKrqZclw2m/c7vdwvg/z5oXxdtZDxlpYOhlz8usdvZcdBx2DuURfG1tbUa+yJo1a/DlL38Zf/7zn7Fs2TLuOEycxagi+ZGoXc9OSOFwGG+//Tbi8Tjmz5+vxoIplk7iEkTwiUQC3d3dcDgcamYsj+Ap/uZwOFRNaVHXJtGEKrK8RfdQRuQy97KMsGSuUVncWrYfCeCIoEfiMqvRarVKvQs2my3t+1QqpWoaTJo0CZWVlbrZ7nrjs9vtupY+idaUlpYKM9bdbrfucYCzCXckyCKqUTfSrW/s2LEoKioyXN4ZCAQMeSRo25KSEinJEqFoF1qFhYXqM5VIJKRJhtrvyfI2omsfjUalCai8igGRsI2okxyrX0/xd1n2PKsYp/2c526nNtfUxpo+p4x37faAmOjJi6m9DpoTieCDwSC2bduGqqqqjAZLa9euxS233II//OEPuOGGGzLOYyITo4rkWYw0S76npwebN2+Gx+PBvHnz1GQ3thyOBCEo25smKlpdi4ibTb6j7weywBFJ2FIGPw8ia0pWUpeTkyMVuZG5bGWWumwi17sPMoLRyodqodeXXjauUCiE/Px8+Hy+DPc1wWIR9wMg6GXmA2fDFbFYDMlkktvhTq/tLHA2C5tApWTa2HN+fr6h1rN6ZXJalJaWIhaLGaoSAPoXJHpWfyQSSfMqUKIf+3sEAgHpb+n3+9UxkfQtIZVKCUM6Wtc8C+pyx4No0cBLvAX6iT4nJwf5+flplroori66ZzwrXytfTXA4HNzkTJEBIIu/UziSQmvbtm1DZWVlht78yy+/jJtuugkrVqzAZz/7We55zjV+/OMfq8mB9CcTWBoJMLXrh2EMH3zwAd59911MnjxZjR2xCXYUu2O7J8Xj8bTJTKtZTwsCrRWrdd2zEDWrGIxFTg00tMjLy0M0GlXjchaLRZ0crFYrd1JjLSq6TtLkB/rdmiIrU8+aFlksgH5CHl2LCHoJcXqge0+dw3JycnDixAl1cWqkrl0PvPLAvr4+VFdXo6+vT42x60nDAv0Epk3Mo2e2uroaJ0+eBAAUFxcbyr53uVxqvF2mx0/XQYvA3NxcqScJOPuOeL1e3YY9PT09qra8KKmPJmzRgorOxfue4u+854VK6tj7X1xcLA2zxWIx7vVTHb524Ur171pQsp12zOTK136ufZccDocaQuRdX1FREVd/n+Y6WqywXkztsVgXfTgcxrZt2+Dz+TBp0qS087322mu48cYb8Zvf/AY33XTTkN/NoaCurg7r169X/z0Q6d9sYFSR/Ehz1xO57d27F3PmzEFZWVlGgh0RPNWlUzyeJXgibta1J8qmF00OogkqJydHOFkSwZFULS0senp61GQ+Ggub8S96qEXSlfSdyJtgs9nSJilaCNC4Rd3NKIYp8uhoJ1ct9DxBssWFESucFPWAswqCFRUVsNvtOHnyJHJzc6Ukb7PZDLnqeQuZcDiM3NxcjBs3Dr29vbplfoDYK0IT8NixY3HixAlDpXpAP5n19fUhEAio3etk29L5o9Eo8vLypCRfVlaGRCKhZsnrEX0qlZK2IaYsf5GmfyqVklYwyEiH/Y510VNduyghlgftPcnNzVXzKETued74RMRN31FHOtpX5IIn4uYdJxwOq2V2bCY+O0eQ2z8SiWDr1q0oKyvDlClT0o63adMmfPrTn8Y999yDL37xi1kleKD/vRzp1juLUe+u13Nlniskk0ns3bsXAFBfX59B8NQ0hgiexhyJRNLce/TAal1lPNe9iPhlSXIU/7fb7cjLy4Pb7UZ+fr4qjlNQUKC+0ES4hYWFakIeXQ+NRTTxWq1W6Xey8VGve/qj35VKgMrLy1FZWYnq6mqUlpYiNzcX+fn58Hg8UqKWuZT1BGjcbrf02Pn5+bquYt5klEgk1MQxj8cjLdMyUj8vE+Ih+d7KykrdTmIFBQW65B0IBDBlyhRDMXZtDwJtExkWPDcuSTfzQKEwAoVGZKDESBmCwSA3eZEEc0S16bSNrEe8y+WC1+vN2F/0jIli8Nre8jTH0Bh4EEnVirbPy8vLyCXQE7fRgv1NtddBxgBJFhPBl5aWYurUqWnPwpYtW3DDDTfgpz/9Kb761a9mneAB4P3330dlZSXGjx+PG2+8EYcPH872kKQYtSRPK8OBaMcPFyKRCN566y11snM6nWpDGSInKg9JJBKqK5BiZwBUNzcvbiaz4kXWMCssQeUzFPejmBrtT6TNu3eyRZPNZhN+L3NZyZK0ZIp65MoDkNbGtrCwEC6XC0VFRaioqEB1dTWqqqrUhinAWferCG63W3qteqQ41IY0drsdkUgEFRUVGDduHHfC1ZvQjHgTgH6C8/l80ri8UYU7i8ViSHe+vLw87Rmm542nJFdaWioUaeKNmRQj2WOTIqQIpaWlCIVCuol6vDg5eRlk8XegfwEsE4gSNVASxeZl7nxeCZ/oPRJds9aQoIZXsrCF0c8VRUF+fj53EZpIJPDee+/h5MmT8Pv92LZtG4qKijBt2rS069m5cyeamprw/e9/H9/4xjdGBMFffPHF+POf/4y1a9fi4YcfxpkzZ3DJJZcIvY0jAaOW5Fl51g8Tvb292LRpEwoKCnDhhReqUrNsgh2Nja1718bbWcLVQmStaz+32+1qUh6ROkvmosQbkTwuICcvGSnKQid6deIi0OJJBLrvVIJosfT3kifir6iogNfr5U4OeuQoi9UD+o1g9BaftBihxUtNTQ1qamrUsbIa8yJ4vV6pSxvod+fHYjE1j4JHmmw8XAa3260mjGrrlrXgPV8UrmJJR68EVBvaYl2/LLQJdixYEpUpNQL9vytbO19YWJhRQSMi5UQiwa0OoIQ4kddFtDgQydS63W7hGEQJnrLyVACqYcLOTUaOTZ+zcw2F0ajXhlY+u6+vD4qi4Pjx49i8ebPaca+1tVW913v27MHSpUvx7W9/G9/+9rdHBMEDwMKFC3HDDTdg1qxZuOqqq/Dss88CAP70pz9leWRijCqSZ39oenA/zLj8mTNn8Pbbb2PcuHGYOXOmGpNqb29X3Wsk0UjCFuFwWBgX401u1HJWi5ycHLXUjv7IJSYi84EugPSS9ERuWpmr3mIRq50B8ux32WRss9mkIQASKsrNzYXP50NNTQ2qqqp0G5gA/aQgIz2XyyUdt91u11Wf0/428XgcyWQS48ePV61uvWfbSFMYlljIyzRu3Lg0oiwpKdFd1ADp1r7f7xcSfVlZmbSpEUtSeqpz9BvSwrm0tFQ44QcCAa7bnlXmi8fjul4Lqo0Xta2lRDEeKA5NIG8aaWKIYuAib5f2OTFSIseDbHuHw6GqZGrHpYWe254leAK55ymsmJeXh5qaGlWPYdKkSejr68Ott96KCRMm4MYbb8TSpUtx66234nvf+96IIXge3G43Zs2ahffffz/bQxFiVJE8cJYoiWA/DJJXFAWHDh3C7t27ccEFF6jiDMlkEhMmTEB7e3talmkkEkEgEEAkEjHsKqPzkHufVta5ubnqJMFLnhno9YtCAYC8da7Mwh+sq16vDFJGPHp12lqZU4r1O51O1NbWoqqqCmPGjBFWA8ig15BG5hIG5IsIqrsuKyuTkpERV73FYuEuNoLBIKqqqlRCNLJYsFgsGcRNRK99LvWOR/F5o1nJZKXrLa6ATJLjKRoGg0FpPT55DwoLC4XxZlEOAOvyz83NRV5eXlomuejeiER5SNWSvFTsPRORXzgc5o6bZwxQPg6v5l1kPNCxtKA5WaSGRzH4eDyO7du3w+12Y/bs2aiursacOXPwl7/8Bd/97ndx7NgxRCIR3H///WhqasLDDz+sW52RLUSjUezbt29ApaIfNkYdybP4MGrlk8kkdu3ahRMnTmD+/PkoLy9PS7Crra3FpZdeipKSEsRiMXR0dADod6W6XC5uciDPTU8xehK8YRNXRC+aaFUtI3JZXF1GbnouVRFkx9RbOMiOKxuPLOOejh2NRtUYMcX0jcal9VzkeosEPcEXItSCggKMHz+emx9gxFUvU9MLh8MoKCgwJNgD9Fv7vPP5/f60MEN+fr6h4wWDQYwbN86wUI7f7zec0cy67WVWoMxTRFnhIsiS8MLhsJrgqj2/SOxGNlbyPvCSc3lj4PWKB87WqtO5KMFO5oYfyOds9zzteePxuErw27Ztg9PpxMyZM9PG2draiv/6r//CJz/5SXR1deGtt97CggUL8Kc//QlXXnkl95wfNr797W/jlVdewZEjR/DWW2/hU5/6FPr6+nDzzTdne2hCjGqSP9eWfDQaxdtvv41wOIwFCxaoGdVE8DabTS1fodhwcXGxulqnRiIsiOApXkV/MsIWJciJrl1UrkZjEmEwmfOyEj2988mIWK98TVYap2fla8dLMf28vDxUVVWpAjY86NXt630P6C8C3G63KnwSiUQwZsyYjDarRq1vGUjNzYgVIluQBQIBleiNNrcB+u+VqKucFm63G9Fo1NBCLBQKoaysDGVlZVLLWWSNk8obIL6Hso5yFotF6s0R3UtezbnValU7SfIgW7DzviO3PYX79I5l1Jqn6hxtGS150SgJeceOHcjNzcXs2bPTCP7YsWNYvHgxmpqa8Ktf/Qo5OTmYOXMmvvOd7+D111/Hrl27uGP4sHHy5El87nOfw9SpU3H99dfD4XBg8+bNujkq2YRFyVYN2iBBK0Kgv35y/Pjx56RmkdobFhcXo66uTn146dykQU+JKr29vdxab6B/Mo1Go+rigEcgIrU7UYxeZq1ru8+xn4sgU7+jTHAeZK5nu90u7R0vs+JkCVlOp1Ma85a1pdVrUZyXl6eOmX7f3t5e1TqVhTSA/qx6mRud3Jmy187r9XKP4XQ60dXVhb6+Pl1NfvIK6aG4uBihUAgulwunTp3iXlteXp5uJz/gbBmenocByCwP1LP+KXZPuRh6HgBq3CRbDPIWyiR6Q2PTy8/g5YZQLbzdbheO02azce8T650kgqd7P5gyNu3vSaW9og52opwBmea99jmjhQGVzrIEn5OTgzlz5qQd79SpU7jmmmtw9dVX48EHHzT0rJkwjlF9N8+VJd/a2oq33noLtbW1mDVrVkbbVq1Lvbu7O43gyfomF3xubi48Ho/6pwVJOmohsuIBedtY0XcyYpTdR9mkLSNMvXI8GQZbGilbrADGuqsRKPOdLPzKykrdeLzeBKUnlQuIvR+U4zFhwgTd597IRMkulkKhECoqKrh14kaSFYF+Yi0rKzOUKKX9/WXlfdQMBjibwa53DmqxqidSo30ecnNz0549vYREni4+W1Ez0KQx0qLXEjyNlwciUi20MrhUXitbZA7kc/JGaqGNwSeTSezYsQNWqxUXXHBB2jWdOXMGixYtwsc//nGsWLHCJPhzgFF9R4eb5BVFweHDh7Fr1y7Mnj1bbY7AStRSpi89yJ2dnap7jy0hYUvlgLOWOi/DXjSRDCZGLvpcz70oS8YT3eOhuOplJK7XOlZ2XD0S1iNYkeUVj8eRSCTgdrtRUVEhzPIeau94l8ul28jHbrdjzJgxUle3Ef137TbUzU5L6kYy72lstFiQXScvgS6VSgld8drnNhKJoLi4WHh8t9utdnfU0ytIpVJqiIHkdFlQ7FqEaDSqjs/tdme0dpWV28nq47UET5/zSJCqenggErbb7WoG/WBi8NoSOfJU8FQuyctIBL9z505YLBbMmTMnbVHQ1taGxYsX46KLLsIjjzwy4uVhRytGNckPZ+JdKpXC7t27cfz4cVx88cXw+XyqO48SVsjNRYkkra2tKumTG1bkdpeRC28SiUQiQnLVqx3nQZZEpGftiCB7KUnzWnRMPTeqCLm5uUNa2OlZ+bLnidptUokexcppUaJnYRqpRzfiYqfeBxaLBWPHjs3YRy8UQuAtJuLxOBwOh9rKtbi42NCxPB6Pem+NEL0WqVRKLVtjUVBQwD1/MBgUehjYhR6FImSgbHtt/3WCyFImJBIJVV6Wl2gnsk5F8tQul0vX02XkWMDZWnteMt5AS+RoH7aTHK/ih0KqyWQS77zzDlKpVAbBd3R0YOnSpZg5cyYee+yxAV+vCeMYdXeWfaiGy5KPRqPYsWMHFEXB/PnzVREW+mMFbsii7+3tzRDfkFnrA01q0WrZs/vQNVM4gP6fXkDSDwgEAnA4HKpCGI/oaQw0ubKrdQoXUGyP/k2ejcG66vXIVEbEemI9ssWDXtc5WQwV6Cccdn+S/fV4PGrMWK917VC65gH9Cwn2/oTDYZSWliIYDKpehKKiIt3yuvz8fGkHwlSqvykN5ZPoQZsnQUSvLX0iC5CHeDyOwsJCdHZ2qqTldDqFng0qiWTvOa+igBbpMmXFgoIC6XVSxYao1lxUfQCINR1IA4DOa7FYVAter95dFIPXXiOV4GohU7UD+PF5LcET2O6aZMGnUins2rULiUQC9fX1aXNZd3c3GhsbMWHCBPzlL3/RVZc0MTSMOpJnoZdEZQQkq+j1ernxd7Iu2Ae+s7MzI4uYHmwewYteWF5tKoGsQiJTiu+RmAjvBWTPk5OTk+bSFI1BSzysDgHrxteSKy0ktNYruxCg8fImXRH0iFjmytZrSKMX79N7lmQEHY1G4XQ6UVVVhUQigfb29ox7zusgxsLpdOqSvN1uzyAjsiSrq6vR3t5uyIJ2Op26CwEq3QoEArq/Gc9DQbr5LNHLyBDo91KUlZWhtbUVHo9HVyjH6XSq4jSiBWAikUB+fr4wlELVDCzh8sDT96cFMnl5eO8ZJQzyni/yyNBCg31GRQsTUi/U/s7abZ1Op0qgPNKm84o+114nrwae3YcseCL4WCyWQfC9vb1obGxERUUF/u///s+Q58rE0DCqSd5msxmOF/LQ1taGd955BxMmTEiLv9MDTq0WWXR3d8Pj8XBJlvcZHYslT/pOFB9jFwts1zeK8Q00medcFFCw16E9Pr3UpIUNnCVYNgeBNynqhQcGq5AHyBcIegl7eq1PtWMrLy+H1WpFR0eH4VpwI4tWPfVASnyTZatbLHIVQkJBQQHC4TDGjBmDtrY24SJH1AkP6Cd6ak0rs1C1+/h8PrWuWgaKz3d2dqKwsFB4/6iJjZakqQqB3MwyC5c6+7H3ju3WSG1leRA917RI4Gnvi+43bcu7l/Q5r8mMCLKserofOTk56lzIyw1gLfjdu3cjEomgoaEhbf70+/24/vrrUVRUhJaWFt38GRPDg1FH8uzDaLPZDLXQ1EJRFBw9ehQHDx7ErFmzMGbMGNUCpQeYV2bS29urClxo3dqiMfKIXFaDKyNkGQGKJhhZPb0se1/23WDGSceisAHrZWAXADRZ8EhIj2hlBKnnihdZowS9EIPWA0HPUlFREex2O4LBoG6ZWDgcli5U8vLydBcMTqcT4XAYVVVVaG1t5Y6ZjZ/LQL8ZhQS6u7szzk8WnN5xysvLdXMxWNA7aKQcLxgMori4WHeBlEgkMixqVtWOCF9WhcL+Pi6XK80SzcvLU/M1eOcWtZUl+VxRBjvvPZS580UEb9RqZz/XEjzvWCTJnEqlsGfPHoRCoQyCDwaD+PSnP43c3FysXr1amlxrYngxqhPvBhOTpwfx6NGjuOiii1SCp/gqWZ/0csXjcXR1daG7u1t1TVMsnEp06N/a5jOiFbIMAxW3oGsazEsjIxRZmQ256kXjHKjIDREieS3cbjeKi4tRVlaG0tJSeL1eOJ1O3ZI8PT15GfR+p8GW9JEYSGFhISorK4UiKVq9bx4G4tok6VieOI2RGKg29h+NRtXufyyKiooMEXE8HtdNgNOOMRaLGd5HFHtmoa0w0XazA6B7TuoAR7LT2udGNgbewoqONZDkPAJvH72kvYGWzsli8MBZglcUBXv37kUgEEBDQ0PafQiHw/jMZz6DVCqFZ555Rlf22cTw4iNF8rFYDFu2bIHf78eCBQvUDlNaBTuWuO12O1wul6obTSRO8XI9V5cWoiQ82mcwkMVWZZ3MBns+PZe67LiyF5wXYyTPSl5eHtxuN8rLy1FaWgqPx5M2mekRl95zIrNs9dzbRtzfyWRSjdtXVFRklK8Zmfj0PAE2my3NG0GtjSsrK9V7a7VadZvnAPwyRlIFZLPajZY9ketfVg9PoKRAtlRLhry8PLUqQG+xRnK+dFze9mxLaB7i8Tg3ZAeIO8cB/fee/X1sNluaC1w0dtHvxS4AKCt/MGVoovmLTTjWglQwWYLv7e3NIPhIJILPfe5zCIfDePbZZw1LR5sYPow6kte6640m3gUCAWzatAkOhwMXX3yxKnpBD6mojjQWi3EnA1GiHX0nwmAsddl3bJ0ubz/ZdzJX/WAz52XW6FCsZXJnsr9XYWGhKl/KJhnxoFdbL1sE6HkRSNpYBG28PhaLITc3FxUVFSq563kKeOVZWoh+62g0ijFjxsDlcmW0TuVBtmghd3RxcXGaOqAeaOxUiy8DSxKJRCKtyQsPFNuNxWKGSISscdEx9TxjslavNGbRsdnzGvVSiEr7gLPhwLy8PMMEr2dk0PtFHgbeu0HJwIqiYN++feju7kZDQ0NanD0ajeKmm25CV1cXnn/+ecOiSiaGF6OO5FkYteTb29uxefNmVFZWqpKK5J4H+Bn0wNkVvV5ynPZzmRU/3JBZAICYWGWiLXpEfS56x+vtK5uQiXiolK2srAwej0c9nx5J67mb9catN7mKEoxisZhq2evBSBKV7DqI2Ix4DDwej27ToVQqJezfrgXpzhOi0ahQpMbtdmfE7SlUwIO2y5ys8yNBr3yMzsnTryDCpYx5HogkRd85nU4UFhZynysjXhbt8QZC8CKwibR2uz3teNrQHWvB79+/H11dXZg3b17awigej+MLX/gCTp48ibVr1xry4Jg4Nxj1JK9ncR49ehQ7d+5EXV0dJk+eDCDdCmdbubKg70UuOdk5ZZm0os8HG4sXWRR6iXMyJbDBJv/pZU/rWeoyyO45K7xDv63dbkdRURHKy8vhcrmkmbx6JK+X7DbUrnQkNypqfQvoT/5GEuCoJNLn8+nmY+iBFnsy5TkC7xmlsjYtRNcfDoczPAAWi4VLbslkUurVofCPniWtzSJn3et0fhHi8Th3bBTLF93jvLw87vPCy2gfqAXPQvRMstU87Hno3WUt+AMHDqC9vR0NDQ1pBJ9IJPBP//RPOHjwINatW4eSkpIBj8/E8GHUkbzWXS9ThXv33Xdx5MgRXHjhhaioqEhLsKPsXTbBrru7G319fWqGN5txT39siR0RMCscQ5/zxnMu7wXvO1ninAjJZFJXVlWEoXgA9I4ru39615OTk4OCggKUlpaiqKgobXKnhD8R9LLq9b43Eq+n8VNnNJ/PlzYm3gSvBcWZZaDrjkajKCkp4Vq8sqZCLPLz89U8AxnRixq80DvDWst6DWXC4XDawqCgoID7TMnc7Wzyncwap23Z8Wlbx8ri70Dm+2C1WtOSd0X7iCqGKE8BGFoMngfWghdl+ZPmhaIoeP/999Ha2oqGhoa0e5RMJvHVr34Vu3fvxoYNG1BeXj4s4zMxeIw6kmdB7nrtQxmLxbB161b09vZi/vz5alcpSuTKyclRy0xo5epwOFBcXKxOlmwbWPqj+BclpLB/lFmv/TebqEfH0P6x2fm0Les+E0H23WAXFTLBC0BuUQ80E5ggK/OjMcmgt69WJMjlcsHr9cJut8Pr9UrJUS/pS+97vXi9dhFA9dpFRUVqeZcRF7uRJEqWPChRTetyN6J5T+MmUEIhD7Kx07tI1ruRChESrZFVf9CYtN4qKmkkyNzq7HGowZRoPKJnO5FIpMm/svF42cJN5GGw2+0IhUKIx+PqfDEUaGPwrDS3FmQcKYqCQ4cO4fTp02hoaEgbazKZxG233Ya3334bGzZsOCfdQU0MHKOuTp4FJWOx1lggEMD27dtRUFCA+vp6dZJn4++iJCa2Tp4H2XdaNz37/+x+vLCAiMTYSYzcZJQESPtpvQlarwLvmIPNqvf7/cJJeyiWul79u97iQY/ked/bbDYUFhaq+RhUmx8KhdLGqpfzobeY0puIRbXg9PuSuE1XV5fwGDabTbf+nG2qRKAES5/Ppyr0GVkc8pThcnJyUFJSgq6urrS6cyNVB9QYxkgNPYWo8vLydJNuI5FIWnIg2yGOQKV9eq2LZSE4ngohO14ieCPa8cDZhTbv2cvPz4fT6eR6IEgHYCCQxeDpmhOJhHqvDx8+jFOnTmHevHkZrbXvvPNOvPLKK9i4cSOqqqoGNA4T5w6jzpJnXzZ6MOll6OjowObNmzFmzBi1IYI2wW6wBC9bsQ82Dq1Htuz3VN6ntfyprz2RFTXKcLvdatONvLw8OJ1OdTKVdaKSkZoshqk3mQ9Ffli2r56Vr0dabO/uvLw8FBcXo7i4WE2wkl2XERLTi5PrjZ9+J5/PJ7z/RrK09TqpFRQUZCTIDfRYpD5HY/Z4PIYWDVSSZtQy1brR9bZNpVLquyM6v6xUjOYNEWT7p1IpuN1uYf922ZzCE66RKdnFYrEBL+CNxODpHTly5AhOnDiBhoaGDIL/zne+gxdeeAHr16/H2LFjBzSGc4Wf//znsFgsuP3227M9lKxiVFvyRFaJRAKnT5/GgQMHUFdXh8rKStUFTMRNq1V6ediXy4gFL8vu1ku2OxfficB+R/uzx+GJW5B1zyqC8che5tZmXZNaaF3mWsgWFjabbdA5AjQuEXhWPoVKXC4XCgoKoCgKAoEAN66sp5XvcDh0SV7ve7Ka4/E4nE4nCgoK0NHRkTZuIxO7kbI5Iw109HIMIpEIioqK0NPTYzhk5HA41IVGX1+f7vVQf/mCggJd7QCgP3Yv64pI1izvWaHwhUybHhC/G6zVLcrVobwRLbS/h16SncvlElrzvHOwTam047darWkEf/ToURw7dgwNDQ1pIZ1UKoUf/OAHWLVqFV5++WVMnDhROL4PE1u2bMFDDz2E2bNnZ3soWceos+SBdPKyWq04cOAADh06hHnz5nEJ3ul0wuFwpMXWicjYZjS8l5BNdOFBbwEggpESnuGGLBGPyJ+61hUUFKCgoAD5+flwu92qJ0CUzTxYmUqjeuY8UPxaBD3XpZ4VTWNzuVwoLy9HcXFx2jH1Et30zu9wOHRJVfubUbyeMpaNuOpFcqos2IWNy+USPit5eXm6v1c0GkVZWZlh7w15IkgZUAa73a7eM6Mqek6nU/f55B1L+2+9JD1tEh5p0gPysI3oGWbnFqNJdqIxWixn2xxT9Ql5A3m/dTKZVH+/48eP48iRI6ivr0/TIVAUBXfffTf++te/Yt26dZgyZYru+D4MBAIBfP7zn8fDDz9slu5hlJI8gboe9fX1YcGCBSgqKuIm2IlKWehzSpajf7NZ9XqJZrKJfrCWejQalZbGnQsYWQA4nU7k5+ejsLBQtXL16nRTqdSgm8roifIMVapWj2DZc1NXvcLCQpSXlwv7nA/k+Hrjt1qt3HOQ96i8vFxaCkkwsgBjyTsnJwelpaXc39So+A3pFugRk9ZTE41GpWI5vK6HsvtIpKdXVgeku915am8ybxWdg8ZG8thsop3M2heBwkhDzaKn0F4sFuOWHmrzUOjZP3HiBA4dOoT6+vq0Z01RFNxzzz34wx/+gHXr1mHGjBlDGt9w4utf/zoWL16Mq666KttDGREYte76YDCIbdu2wWq1YurUqWoPeJpYqfbYSHkVC5Z06KXWJrVReZqMqGUvtR5RRyKRQbVgHEiMXwsjAiEsrFarOhmTwAf9P/0OsVgsbeIb6JgG05uABU1oPOglCsrOTWVYRIxUdslCRNDa48ig15qW+qnn5uaiq6tLaGEbsai1i61YLAaPx4NIJJJmARpZMLCeA3Kpi641Pz8/4xopM14ryUyeDy3J5+bmqqVdWrjdbvVdzcnJ0Q39kNte5CGg91rk9aNr1y5GAPk7JvJoUfOa4QB5M3la9L29vSgsLEQsFlPHcfLkSRw8eBBz585N87AoioL7778fv/vd77B+/XrMmjVrWMY3HPjb3/6G7du3Y8uWLdkeyojBqCT5zs5O7NixA9XV1ejo6EizvIH+l8mIlrlsdcwm2vHqWml/VoteWz8/GCveqDTnQDGUBcBA9mPLD6mFJ9BPNOFwWC3/oX0HGjNnofed7PfVi/XrnZvqhgGoFmswGFSztKkb3GDPD+h7ItgxeL1eJJPJDCVDp9NpKPmPt5igRa7FYlFbtRpZdOXl5anhpng8jvz8fASDQe5CSDQ2XsxdFCpIJBJqPF87Dq2FqpdJH4/H0zrTaUELAdHii66X56HSK3nVLgJyc3OHjeABefOc/Px8nD59Gtu2bUNhYSEcDgc6Ojowd+7cNM+Koij4n//5H/zqV7/C2rVrUV9fP2zjGypOnDiBb37zm3jxxRfNLncMLMq58v+eIyiKgjfeeAMVFRWorq7GW2+9hcrKSvh8voyEumQyiTNnzsDj8aitLulzGQGwiwXR9yJBC7bmW2v9s5+dCw+AXkKebOIaCgZTyx+LxVQLT1SbL1M01EsSC4fD0gxsvbI9vb4IIiEmIsxYLCaNleuRLy2WZPeW13rWbrejt7dX/dzj8ei62KkhjAj0vKZSKV2vQCqV4mrNU1todn+v1yv1VBDpUR93UUMZQjgcTsvXES2WZVURFJYC9CWaefciLy9P2gshFosJn3fWmqfrHS6wKnu8+Y9EsCKRCA4dOoQPPvgAFosFTqcTJ06cgMfjwVVXXYU//elP+NGPfoTnn38el1xyybCNbziwevVqLF++PO3ayPNDv/lwiQeNJow6S95iseCiiy5SScvhcODYsWNIJBIoLy9XX9BIJIKdO3eqtcbhcFh9ufRaMcpKW/QS8QB+D3nW2yBy9w+FbD9MV71RyI7pcDhQUlKi3odoNIpgMKi6VYGBZ8az0LM69VTq9L6XufJJYc/tdqOnp4e7bTAYlFpWTqdT193PQzweh9vtRn5+Prq6ugy1gdX77al0y2q1oqenR7p9fn6+0Np2u90q0evdYxqX1drf453CcTLQoi4SieiK+ojc4zR/DCZURIl29Azz9ieyFSn10fx0rggeOPu+s0YPPSc9PT1obW1FfX09vF4vOjs78dxzz+Gxxx5TxXD+9V//FTNnzhy28Q0XPvnJT2L37t1pn91yyy2YNm0a7rrrro8kwQOj0JIHztZuJpNJRCIRtLe3o62tDT09PfB4PCgsLMSZM2dQWlqK6dOnC61E+mOJVq/N5EDc/FpoFwipVAp+vx92uz0ta1jkIZBhsFa8kWMPZb/BeA8URUF3d7fq2uctyvT6FsigN4HrWfmiciuCzWZLIxCLxYK+vj6VtCm7WQZtP3ctZFoHBIfDgVAoJD2OUTKh2LnNZkMgEBBev7ZhjBa0oHO73YZ/v7y8vLQqGBmIQGV17cBZ9TgWWsEaURiDYLPZ1O9zcnIyOtvpjZf3DujV5A8UvBg8cHYeYwm+tbUV7777LmbPnp2mhKgoCh5//HH86le/wrx587B7924cOHAAV155JZYtW4Zbb711xBLoFVdcgTlz5uD+++/P9lCyhlFnyQP9JR3l5eVqwldtbS1qa2sRjUZx6NAhHD9+HEB/KcWxY8e4QiKsSA5lnvKyTlnoaYjrZdtr1e2sVqua0MJasETKFO8fajx9KAQfCoWESUh6HoDBeg8sFotq5QNnF0NUqwzILXE9V7uRenAZjMTK2QleURRVZ727u9sQsRqpn9ez9CnD2+Vyobu7W3gcvXJNluwoKS0ej2eEAYyo0NE7Fg6HDS8waBEcDod1n9dUKmWo8iEej6ep4fFCASwR8kDPo6Io3EQ72b68Z5CShYfL7pKFN+j89Jy1tbVhz549XIJ/8sknceedd2LlypW47rrrAACHDh3CM888g7feegtf//rXh2W8Js4NRp0l39HRgcrKStTV1WHZsmVYvnw5Jk+eDEVR8MMf/hCVlZX41Kc+Ba/Xq1r4nZ2dcLvd8Pl8KC8vl7ryiPC12tBG3Ph6sreAmCD0PABEGjziH4oVL9ufJjG9MreBfD7QbXjo6elR/59nLelZ4nqWvN7iRU83XWvJ884fDoeFCWBGkuV48XgtSK6XzhkMBjMI3Qgx8zLg6TlmE+M8Ho+hEAMlxIVCId0FExvft9vtwuYtBMpGN6IfQL8zJfnxYMSap97rWlA+gSwJjJ4jWpDpPVtGwUrV8uYlluDb29uxa9cuzJo1K6OhzOrVq/HlL38Zf/vb37B06dIhj8vEh49RR/JAP9E/9dRTWLlyJV566SVMmjQJBQUFOHToEJ544glceumladvH43F0dHSgra0NHR0dyMvLQ3l5OXw+X0ZnKRZspjhrafMgI2n6XqZRr5eMx9O9ZuP8g9Wql30ns+L19tX7fqj5B+y9oqYdFOfVUyaTnVtvASDrfAgYa9NKE7nVakUkqHbB1wAAQrpJREFUEskgruFy1fPugdVqVa16p9NpOFtetJ3NZkNPTw+3rlwEcunTYkc2Bo/Hk7YIsdls0ux4KpkDjJUxsgJZsm1ExyGhLVmCqUyght5tynkgDOX90GrRa+cPluA7OzvxzjvvoK6uDj6fL+04a9aswS233IL//d//xfXXXz/o8ZjILkYlyRMURcHBgwexePFidHd3w2KxoKioCI2NjVi+fDlmzZqV8fImEgl0dnaitbUVHR0dcDgcqoXv8XgMEb6IcPWy4gdjxQPyMAEbImBd/Ox/RTiXiX6ybYwkeg12bIFAQP09eB0KjcTbZd/rSdXqtZ7lLRIo8zcQCKjHkBGfUUtftI3NZoPf70dubq6utWsk4Y3ySYxY8VqrNicnB6FQSJisxxP7iUQi3PeBLGECkajeok12rwi8d4n2NfK8iu4hKXIabV6jBy3BE9iSX/qdurq6sHPnTkyfPh0VFRVp269duxb/8A//gD/+8Y/47Gc/O6ixmBgZGNUk/+6772Lp0qW48MIL8eijjyKRSGDNmjVoaWnBCy+8gPLycjQ2NqKpqQkNDQ1cl1VnZyfa2trQ3t4Om82mWvi8jlUELeHrkTS1qxRhIMl6A92XJXwt6Q31p8+Gq14PrGpZKpVS47iUuHWuSucIbAKl6HtZWWA8Htd1SRtx1cu02oGzz7C2tlwLnqueB5fLhUAgoLsgKCgoyLj/IqIX9Yun8bPeDqoA0IKscNG9YGPpeuJI7H2wWq1qEyM6/0AbVVGJmsgzM9B3hHIceCRP56dr6O7uxo4dOzBt2jRUVlambfvSSy/hxhtvxIoVK/AP//APul4jEyMbo5rkr7nmGixYsAA/+tGPMoguGAzi+eefR3NzM5599lkUFRVh2bJlaGxsxMUXX5zxIqRSqTTCt1gsqoXv9XqFREo1mJS4p30hqFxIJvuql6ynR+KDcfMT6Q02Ae1cJgPKoFf/Ljs2uYZF161nkelNdiLtBBZ6zXrsdjtSqbNtb3nn0Kufl9VpE8hbEIlEhMqAJGes91uRtU/ud9EiRmRlAmfr6One6GnSk/Qqq+0ugig+z7rIqSxSL5RDJMnrLCd7l3lllyRXK3qHB/KOULhEZBSwFnxPTw+2b9+OqVOnZrSEffXVV/HpT38av/nNb3DLLbeYBH8eYFSTvJ6FTAiHw3jxxRfR3NyMNWvWwOl0YtmyZWhqasIll1ySETNLpVLo7u5GW1sb2traoCj9OuHUpEQvfkfJahaLBZ2dnWozER7OlRVP1yFz81NsmGrUjbbvzKarPhgMCnva6x2bfV6IjGjBAwzdVa9nxRtJqmIXAVarFeFwOI2ghuqqJ7AhASIgrQfB7XYbqrOn7mc05ng8zs0p4FnxLKg8T1GUjFg8D7QYUhRFqDJHyMnJSRuTzWbL6BOvl2RH1rpIqCYUCkmltNn8GF53usESvTYfQvveswTf29uL7du3Y9KkSaipqUk7zqZNm7B8+XLcc889uPXWW02CP08wqkl+MIjFYli/fj2am5vx1FNPwWq1YsmSJVi+fDk+9rGPcduwkkBEW1sbkskkysrK4PP5UFJSwp1YUqkU3nvvPTgcDkyePDljMmG3A+TKenrJfINdIOgtAMiqEVk3Q0mq07OWRd/raRTouUxFxw6FQmrC3lDq44fiqgfEiwCr1arWuw+Xq56OyyInJwe9vb3qvkZInlemRfeZ9USI6rW1oHCJUYKhSgYjCY/A2dJL0UJRT6SHyvlkFrss6ZNq+HnzzGCULnkJj2wlEEvwfX192LZtGyZOnIja2tq0fbZs2YLGxkb85Cc/wW233WYS/HmEjxzJs4jH43jllVewcuVKrF69GvF4HIsXL0ZTUxOuvPLKDC+Boijo7e1FW1sbWltbEY/HUVZWhvLycrVrVywWwzvvvINUKoU5c+aox2BL89gY4GAt8cG46rX7Gknmo+3ZrnxDTeY7V4/cYEmexhSPxxGLxdRJXrutniWuV4FhJJ6vtwgg97oIRlz10WhU6N4ml7vR30i2ELBYLKp3QE8kh4XL5TLc7Y7aIxtpzUyLOFHLZIIoYZWy4IeiD0EeBNE+A7HmbTabMBSojcH7/X5s3boVEyZMwNixY9O23bFjB5YsWYLvf//7uPPOO02CP8/wkSZ5FslkEq+99hqam5uxatUqBAIBLFy4EE1NTbjqqqsyXNmKosDv96sWfiQSQVFREfx+PzweD2bPni2cSMidLyuFGooVr7d/IpHQ7Y2t5yEgwudZ+ueqdG4ok6uRY7NIJpPo6+tTj6lH0GRlGz0+D3rnYGOufr+fS0RGM8X1yt3sdrua7S+CxWKRlo8B/YuGQCBgqA89AHVRHAwGVRKTwe12q/kAepUCwNm+8bJ3R+TRYVu+6nlKeNeak5OD3NxcaQzeqDVPFryojwZrwQcCAWzduhVjx47F+PHj07bbvXs3Fi1ahDvvvBPf/e53TYI/D2GSPAfJZBKbN29WCb+jowPXXnstmpqacM0112SI6SiKgtOnT2Pfvn1qnXVJSQnKy8tRVlYmdVOKCP9cWfFAf+lMcXHxsB2bLB9KhhosEQ+ldG6osX6ZlR6NRtHb26vbS1yvr7meAI8etHF0anPLHoNdCPBghODpXFarVbiYAOT189pjGSFgAGneM/IqiKCNf1ssFkOVAKSjL4OW6LUudr2EWSD9mbRarcjNzVVd6DIy17PmtaEPbRhLS/Dbtm1DTU0NJkyYkHbMvXv3YtGiRfjqV7+KH//4xybBn6cwSV4HqVQK27Ztw8qVK7Fq1SqcPHkSV199NRobG7Fo0SJ4PB489NBDePXVV/Hzn/8cNTU1CAaDqks/EAiguLhYTdyTNSUh1xutzGVEO5SM/GQyKZzoh3ps+i91LNOSwLl83IaygNBzxdNEGgqFEAqFMhZlQ43H630PgEvgFotFLbtzOp26x6De6zKw1jkdX5SdboTkiYz1SgNtNluG90smfuNyubheJNH1sb3ZjVaV0LuSm5ub8V5Eo1Hp+8zeQ7YWXraQ1nPb83Ib2H1Ygg8Gg9i6dSuqqqowadKktH0OHDiAhQsX4gtf+AL+8z//0yT48xgmyQ8AqVQKu3btUgn/4MGDuOCCC7Bnzx7cd9993JrSUCikZun39fWhqKhIJXxZZYC2NI/FUBLuYrGYdGIa7mQ+mtDIyh9syZ4RK3843fV6SKVS6O3tRTweR05Ojq51rLeIMNL0Rm+REovFdGPTekI7AF8Jz2KxpEnYyp4h7fkItEgSXQe1qdWCZ9HzCJ7GmUgkMrwP2jp6IyVzQP8zxROrYb8XgUjX6XRmLF70vC3a55EIXhTCoJaqRPChUAhbt25FRUUFJk2alLbPoUOHsHDhQnzmM5/Br371K8NJiyZGJ0ySHySi0ShuvPFGvPTSS5g2bRp27NiBj3/842hqasKSJUtQWlqa8TJGIhHVwu/t7UVhYaFaiy/TtybCJ+txKK76cxkGMGLl03bUSZBdOAzWEh/qI2yk/l12jmAwiEgkIkyC0quNNzIGI+RMz4dIlMZIpzBaWPKQk5Ojuu/ZsjkZtNY+JQ9qxxeLxYT68XRuInoibNFvQgqC2nFo77FeNYWi9GvPy0pg9ZI9We+B9thGrXnWghe9Y6wFHw6HsXXrVpSXl2PKlClp5zh69CgWLlyIpUuX4re//a1J8B8BmCQ/CHR3d+OGG25AT08PnnnmGVRWVuL9999XLfydO3fi0ksvRVNTE5YtWwafz8d19ZGF393dDY/Ho1r4ekIgbBxfi6E0yRkOV/1AFwgUy+/p6VFjloPBuXTVG12AECmEw+G0id1IQp0egetZ8tqmONFoFNFoNO33MFJjr6dnT+57I0l0NpuN+3sSCbPnsdvtur89LRAo2U4GNhGPmsjwnk0Z0VO5XCQS0dXj4P02DoeD64lj9zGShEcJjuw+Wp17UvUjgi8rK8PUqVPTjn3q1Clcc801uOaaa7BixQqT4D8iMEl+EHj00UfR0tKCv/71r9wkvKNHj6K5uRktLS14++23MX/+fDQ2NqKxsRFVVVUZL3UsFkN7eztaW1vR1dWF/Px8VV7XSIIQ/Q2WaAnnqu5e73sqzyMXKs/dqoehkvRwI5VKIRgMqiEKmXtbz1VvxALn5QRQfJrIjixBGXJzcw1p1SuKIm0UA8hj9hZLvywt/e5G3f8D6VtORK+3aAYyY/SUCU+Wup5GAy/7nSXmgS6s6XhWqzXj3rDvEkvwkUgEW7duRUlJCaZNm5Z23NOnT+O6667DZZddhkceeWTE9n83MfwwSX4Q4K2mRdudPHkSLS0taGlpwRtvvIGGhgY0NTWhsbERY8eOzXjB4/F4WovcvLy8tBa5MkLSJu5pkW1XvejYfr8/Y7FExE8ufT3iGexj/GEkHPHU5FjoeRKMuupFIELVc68PpL87/d6iGLvVatXNU6AFndEEPuBsm1ojSnw0Vj3w4vParnCRSES6EAkEAuqC3Gq1poXf9JLpRO+dbPFDC3Ii+Gg0iq1bt6KoqAjTp09PO15raysWLVqE+vp6/PnPfzYJ/iMGk+Q/JCiKgjNnzmDVqlVobm7Gq6++ilmzZqkNdLTJMUB/qU9HR4faMc/pdKoWfkFBAXdi6Ovrw7vvvouJEyeisrJSJfyR6Kpnr9OIOAnV5bOEfy5L54zAyPEJ5E5ly7yi0ag0HwMYuKtetI3eYsNI61nt70TJXtoFhFHipoWAEdJmM8tlWfQEKlujBaPetjSG3NxcafUJD2RJJ5NJFBcXcxPtjNbAE0jYSCR2E4/HVYLftm0bPB4P6urq0s7T0dGBRYsWYcaMGXjiiScMtwM2cf7AJPksQFEUdHR04KmnnkJzczNeeuklTJ06VdXT167Egf6Ve0dHh9pAx263qxY+dczr6OjArl27VFUrOgYRjSw+qCeuc66sfPp+IHXD2pr8warcAfokr1eNoAfRdVPZm55HyIjVZYTk6Thk1fOy8PWEbWgbEXmzGfAk+qIHtpWtXmWANtlOr8ESm01vJJOengVZ/F3vWSN9AS0Gas3TGHhiN6yLPhaLYdu2bcjPz8fMmTPTtuvu7saSJUswduxY/N///d+QnuOhYsWKFVixYgWOHj0KAKirq8MPf/hDLFy4MGtj+qjAJPksQ1H6tfGfeuoptLS04MUXX8S4cePQ2NiI5cuXY+bMmRmTRjKZRFdXl5q4l5OTA7fbje7ubsyYMSOjdSQLNkufzd7VszQGa+Xr7a/3+BnJIxDV5BuB7LqMNkCSQS+kk0gkEA6HpXrnRhKkBrNQYLu+GYnF643FarUiGAwaJnhq18xCRPQ8jXYAGZ4dAiW9sWPX8xYQSeuFcET3iQhetD+59GUxeCAzCZG15lmCj8fj2LZtG1wuV8Y80dvbi6VLl8Ln86GlpWXIz/FQ8cwzzyAnJ0et1//Tn/6Ee++9Fzt27EBdXV1Wx3a+wyT5EYbe3l6sWbMGLS0teOGFFzBmzBiV8OfOncsl/L1796K1tVXVxqcGOkVFRbqxWi3h8zBUEpcdeygeBK11xMbxjVhuepN5KBSSJm0NxFWvh1QqhVAolLFQSSQS0gk6FovpuvtlCXeUIGjEVW80N0DPwiawVjzBYrEIhXd495rIW/sdr95ej+gp0U5P9hnIJHq73S5t9UrQ66LIqzJgr01L8Hl5eZg1a1baPn6/H42NjfB4PHj66ad1n49sobi4GPfeey++9KUvZXso5zVMkh/BCAQCeP7559Hc3IznnnsOxcXFWLp0KZqamnDRRRchkUjgi1/8IubPn49bbrkFLpcLPT09ai2+oihqAx1RxzyCjPDPpZWv56qnsQ3m3FSLLyL84SqdE0GP5Hn7U2w3FosZctUbyR43chy6VzIYyc4nsRa948kS87REL3KBs9uzRK/XMpk3LjYbPhqN6ibssfeBSvQIeq553ndE/qJSPzY8lUgksG3bNjgcDlxwwQVp9yYYDOL666+HzWbDmjVrdKtzsoFkMoknn3wSN998M3bs2IEZM2Zke0jnNUySHyUIhUJ48cUX0dzcjDVr1sDpdMLr9SIajeKpp57CxIkT07ZXlP6OedRAJ5FIpBG+XstW1jU7VBLPRkY/HZ+OTZOkVoDnXGIodcjklpVZnuTGlZ1HL2mP3UZWFmfkOEBmXF+kWc+z4lmwRC8TvmG3p4WRXuxZUZQMgR7eQkJvQUPPn8j6Nro4TaVSsNvtyMnJQUdHB0pLSzO2Jws+kUhg+/btsNlsmDNnTtp5w+EwPvWpTyGRSOC5556TigtlA7t378aCBQsQiUSQn5+PJ554AosWLcr2sM57mCQ/CnH48GFcffXViMfjqqW6ZMkSLF++HJdffjlX27qvr0+18GOxGEpLS9UWuUYkWUWxxuFsaTuQY9PxB+MFSCaTqqDLUErv9Kz8oS4iaH+RXK2Rcxi1vrUuYe3iwqirXrt47OvryyBdI+V1tJ2RRjDa8xv5TVnvDoneaEHPrwgWi0Uo+GPUC6V10ROR03gSiQSOHDkCl8sFj8eDnTt3wmq1Ys6cOWn3OhKJ4MYbb0RfXx/Wrl2LwsJC3XvwYSMWi+H48ePo6elBc3MzHnnkEbzyyiumJX+OYZL8KMO7776LRYsW4ROf+AQeeughAMDGjRvR3NyM1atXIx6PY8mSJWhqasIVV1yREc9VFAWBQEC18Em20+fzobS0VOqmZC18I2V5svgjoE/ygyVxOrYRL0AymUQoFFL7jBPOtaveCLTXplWx08uqT6VSuu1aZYliVANvNPlPlJ1PGf1skp/RacfhcAyoJj4nJ8eQ3C65+LU17VroSdbSsXgw8vzyvAD0bFIVzsmTJ9HW1oZ4PA673Y4pU6agrKxMXShFo1H8wz/8A1pbW7Fu3ToUFRWJL3wE4aqrrsLEiRPx+9//PttDOa9hkvwow/XXX4/Zs2fjRz/6Ebeu/vXXX8fKlSuxevVqBAIBLFq0CE1NTfjkJz/JjVUGAgHVwg8Gg2ktcvXcnqz4Dg89PT3wer3C/QfTcpPdd7hc+QQ2hj9UDJXkRddOhKeVrOUhGo3qxuv13PB0PiP3RC+OTffWqOgOS6JGWsiyZG2E6JPJpCEpZR7R04JisJUp5OES3QtWEyKZTGLnzp2IxWIoKSlBR0cH/vrXv2Lv3r249tprsXXrVpw8eRIbNmyQ6uyPNHzyk59ETU0NHnvssWwP5bzGiCX5Bx54APfeey9Onz6Nuro63H///bj88suzPaysg1bzekgmk9i0aROam5uxatUqdHV14dprr0VTUxOuueYaroUdCoVUC9/v96OoqAg+nw9lZWW6JTg8l/65LJ07V658OvZQy/KGy1UvQzKZlPZpNxJHN5KUR/Fx2bGMErfVajVEwEB6Bzs9oue1gpWdhyVnI7r07LVr270ONHlUURTVzc8LZ1H2PD2H77zzDuLxOOrr61Xr/b333sNf//pXrF69GocOHUJ9fT0+9alPoampCdOmTZNeTzbwve99DwsXLkRNTQ38fj/+9re/4Re/+AVeeOEFXH311dke3nmNEUnyf//733HTTTfhgQcewKWXXorf//73eOSRR7B3717U1tZme3ijDqlUClu3blUb6HzwwQe4+uqr0djYiIULF8Lj8WTsEw6H1Tr83t5eeL1etYGOyL0ZCoWwd+9e1NTUoKKiQuoKHs7SuYHsCxhbIND3bMc8suiy4aqXfc/q07Pf640jGAxyf3sW7DESiYSQaI0I6QBnFwNGWuJqISJ6nr47kJlgxyIQCKhWr5Fx02/PO9dArHkieFpcaZ9FLcHv2rUL0WgU9fX1aQuLZDKJr3zlK9ixYweefPJJvP3221i9ejXWrVuH2tpabNiwAdXV1brX9WHhS1/6EjZs2IDTp0+jsLAQs2fPxl133WUS/IeAEUnyF198Merr67FixQr1s+nTp6OpqQk///nPsziy0Q+yDIjwDx8+jKuuugrLli3D4sWL4fV6MyarSCSiNtDp6elRO+b5fD41BNDX14cdO3ZgzJgxae0t2bI8bUZxtkg8EAhkaOVrj8/bn7XuZRb+YErntN/rgbcNS/ZGrHgjCwFeIls4HE77TC/uT9Ba+5QxzoMoVMQjer2YutbdzhI8wcg0KKpjp++MLExZgidQlYSW4Hfv3o1wOIyGhoYMgr/tttvwxhtvYOPGjaiqqlK/CwaDWL9+PZYuXWp2mTMBYASSfCwWg8vlwpNPPonly5ern3/zm9/Ezp078corr2RxdOcXFEXB3r17sXLlSrS0tGDfvn244oor0NTUhCVLlqCkpCRj0orFYqqFTx3zCgoKcObMGUycOBHjxo0Tno8l/A+rdI4HmZId7WskzJBIJLhtV89VPN7o99pSQRH0XPWpVEqYc8Fa9dRkRg88lz7v/hmRX6VcAYqNy8Bm0pO4kKjHuwyiTHqC3sJVFIOn87IEv2fPHgSDQTQ0NKTdj1QqhW9961vYsGEDXn75ZYwdO1Y6ZhMmRtxSr6OjA8lkEj6fL+1zn8+HM2fOZGlU5ycsFgvq6urwox/9CDt37sSePXtwxRVX4I9//CMmTpyIJUuW4OGHH8aZM2fUicjhcKC6uhr19fX4+Mc/Do/Hgw8++ACKouD06dM4dOgQAoEAd8JkNedpMhvMGlMvI1+GcDgsjcHqLRDYRYDdbofL5YLL5VIn4uGwnoa67rbZbMjLy5OSpZEStnA4LLwXNpsNLpcL8XjckKKa6HykFEcwmstA8rNGcgpycnLS3O0yER7ZMfTK80QeGiJ42bMRi8XU92Hv3r0IBAJcgr/rrruwdu1arF+/3iR4E4Yw4kieMBDVNRNDh8ViwZQpU/C9730PW7Zswf79+7Fo0SL87W9/w9SpU3HdddfhgQcewKlTp9SJ7J577sHGjRsxd+5cXHHFFRg3bhwCgQDeeustbNq0CQcPHkRfX59w4tN2ltNz09N+Mug9J0YqBgYKitOSYtlQWnnG4/FhS9ojIh5sYxIjYipGa971CJTGaDSBT1HkjWS0oK5teh4H3jjZa5SFWlgvlXZ/cvNrvRbkoid3/969e9HX18cl+B/84AdYvXo1NmzYgAkTJhi6bhMmTHe9CSkURcGJEyfQ0tKClpYWvPnmm2hoaIDX68Vbb72Fv/71r/j4xz+etg91zKMWuQ6HQ43hezwe6YTPxu8HKr5j5Hsji8Wh5ArQ95T0xdNVl6Gvr08qZDLYeD3Qv4Cg2nC94xjxSJDGO1m4omQ6PVU+FkbvFQnRAPrKdMDZcjmjx2d/y4Em2rFue/L4aL+jZ4QVZdq3bx+6u7vR0NCQ0Y/+pz/9KR577DG8/PLLmD59uqFrMGECGIEkD/Qn3jU0NOCBBx5QP5sxYwYaGxvNxLssQlEUHDt2DJ/5zGewd+9eFBQUoLKyEo2NjWhsbMSkSZMyJr5kMonOzk61Ra7NZlOz9HlJfix4hH8uS+dECXeEwS4w2Ax9GWh/vXuiBz1PCFspIIIR5Tht8xzRNRq1zgfSW157TKOa+tpyOBFkYjV0Pr3kT94CAThbWcL2VXjvvffQ2dmJefPmZRD8PffcgxUrVuCll17CrFmzdMduwgSLEUnyVEL34IMPYsGCBXjooYfw8MMP49133zXjUFlEIBDADTfcgPb2djz77LOw2WxYtWoVWlpa8NJLL2HatGlobGxUa3W1k2AqlUJXVxdaW1vR3t4Oi8WiWvher1e3CYnMwgeGt3RuMPsbaYsL8JPNaH89V/9Qk/JoG9aK5MGI5S0aa3d3tyoyw5O6FY2J3U6WOCg6puxa2O2NEv1QE+1kkresBX/gwAG0tbVh3rx5aeEERVFw33334de//jU2bNiAuXPn6o7ZhAktRiTJA/1iOL/85S9x+vRpzJw5E/fddx8+9rGPZXtYH2l8+ctfxpEjR9DS0pJWX60oCrq7u/H000+jubkZ69atw/jx49UWuXV1dVzpzu7ubjVTX1EU1cIvLi7WJRlex7zhcOUPxdU/kO/Juo9GoyoBDReBD2QbHtkbIXi98rt4PK7K4hqJ7Q+kV7zMM8Dbnlfip0f07MJARuS835xK7UTPUzweVy34999/H2fOnMG8efPS1AkVRcHvfvc7/OIXv8DatWtx0UUXCcdqwoQMI5bkTYw8dHZ2Ij8/Xzfhqbe3F2vWrEFzczPWrl2LiooKlfC1nbOA/gmNbZGbTCYNd8wD0vXXB0vCRkvnButFEO3PSpcaqWvXw2AXCqlUSi2JG4oVzzuunmtbliWv7U2vF99PJpOIxWLqMyqr4RdZ/mwc3cjCUCt2w7r4taJPLMEfOnQIp06dwrx589IUKBVFwUMPPYQf//jHeP7553HJJZcIz2/ChB5Mkmfw6quv4t5778W2bdtw+vRprFq1Ck1NTdke1qhGIBDAc889h+bmZjz//PMoLi7GsmXL0NTUhAsvvDBjcleU/o55JK9LHfOogY6MXFpbWxGNRlFbW5thGRpx5cuOPVQvgZHvLRZ5H/YPw9LXE/ohGCF5rVqeLCtddjzKIwCMxfcTiYShUIHImte62Y3+djyxHHYRQAQPAIcOHcLJkye5BP/YY4/hu9/9LtasWWN6L00MGSbJM3j++efxxhtvoL6+HjfccINJ8sOMUCiEtWvXorm5Gc8++yzcbjeWLVuGxsZGLFiwgEvMfr9ftfAjkYjaIpftwgUAR44cwdGjRzFnzhy1Cxe5lC0WS9bj8QP5XlteSNeih+G09Mmy521v1IrnhWi0C4hoNCrtVDgUGKki0BI9L45uxIvDI3iCtg/CkSNHcOzYMcybNy9NeVFRFPzlL3/BnXfeiaeffhpXXnmlsQs1YUICk+QFsFgsJsmfQ0QiEaxfvx4tLS146qmnYLfbsWTJEixfvhyXXXZZhsWmKAqCwaBq4YdCIRQXF6O8vBx9fX1oa2tDfX29MP7LEr4Iw1E6N5jvaRve92TFGrGuh8vSp+0ikQhisVhGhvhArXgWrFUOGBPlYY9ppFyOPa7RTHpFUVTBG9E2AP8e0gJRpA4Yj8fVaz569CiOHj2KhoaGtGdVURQ8+eST+Jd/+Rc0Nzfj2muv1b9IEyYMwCR5AUyS//AQj8fx8ssvo7m5GatXr0YymcTixYuxfPlyXHHFFdwyJCL848ePIx6Pw+v1oqKiAuXl5YYEb4iEyM2aTSveaMIeqQXyXtnhsvT1ssGNWMei47CguLRRrwBlq5OXQ+/cdFyjmfS8RE7eGIDMxEVaHLA18ASW4I8dO4bDhw+joaEhozHQqlWr8M///M/4+9//jiVLluiO14QJozBJXgCT5LODRCKB119/HU8++SRWr16NUCiERYsWobGxEVdddZVaQxwMBvGXv/wFM2fOxIwZM9TEvb6+Pni9XrVFrp7kKk3KMvIajtK5ocb72f1ZeWD2OvRgxNLXy1sw4lEwKnxDYRQ9RCKRjLi1bD9tsp0e0ZOwjp7IDZAZVtEq/rG/NUvwJ06cwMGDB1FfX58hdrRmzRrccsstePzxx9MEwEyYGA6YJC+ASfLZRzKZxKZNm7By5UqsXr0aXV1duO6663DNNdfgf/7nf5BMJrFx48Y0Io9EImoMv7e3F4WFhWppnhFJU55FN1SBnXg8LvUuGLHkRRa2luxFGA7rm8apdbkP9DgEEtzRWzjwFmCKoqCrqwterzftc1E2vYzo2X3YdsIisBY7L6xE9e8k6nPy5Em8//77mDt3bsZ4X3jhBdx000149NFH8ZnPfEZ4ThMmBguT5AUwSX5kIZVKYcuWLfjzn/+MRx99FGVlZaivr0djYyMWLlzIjcVHo1G1Dr+7uxsFBQXw+XwoLy9Pq0nmQUT4vHENta2tEVe9bJtkMqlm5svKwmRIJpOGMtfZUjGeZa83VgJL3ETAvLHr1eP39vbC5XLBarUiHo9Lf1ce0fMWBXpET7+J6H6xFvypU6ewf/9+zJ07V00IJbz00ku48cYb8eCDD+Lzn/+8oftmwsRAMWIb1JgwwcJqtaKiokLtlf1///d/mDFjBu655x6MGzcOn/3sZ/GXv/wFPT096kSem5uLmpoaNDQ04GMf+xiqq6vR3d2NN998E5s3b8bhw4cRCAS452OtZCLPc7Ee1jumUSufmuTk5uZmhAaMZJgPdJxU9qbNKDdKVOx2ROS8kIbe8QoLC1WJWL1FinYBIkqU0/NEkHuftyhhSyBPnz6N/fv3p1V8EF599VV87nOfw29/+1uT4E2cU5iWPINAIICDBw8CAObOnYtf//rXuPLKK1FcXIza2tosj+6jjePHj+PSSy/FkiVL8Lvf/S4tserdd9/FypUr0dLSgv379+PKK69EY2MjlixZguLi4owJNB6Pqw10Ojs7kZeXp8rr5ufn62bgsxb+cCXVyb4fTD4AWcZGXPm9vb0ZJMSDkXj9QK14LVh3t9EkP3Z8RranKU8vs58n4qMoihp60SbaJRIJ1UV/5swZ7N27FxdccAFKSkrSjvHmm2/i+uuvxy9/+Ut85StfMQnexDmFSfIMNm7cyK1Nvfnmm/HYY499+AMyoSIej+Pvf/+71OpRlH4d8ObmZjQ3N2PXrl24/PLL0dTUhKVLl6K8vDxj30QigY6ODrWBTm5ururSN9IxT+bSH6wKnnb/oYQLWJEdkSs/kUgYyhkwSqB6MXYjGfVGYuPaYxpJnAP6QxMOh8PQ76NVs9PW0VOiHUvwra2tePfddzF79myUlpamHXPLli1obGzET3/6U/zLv/xLVgn+5z//OVpaWvDee+8hLy8Pl1xyCe655x5MnTo1a2MyMfwwSX6EwHzhhheKouDw4cNobm5GS0sLtm3bhgULFqCxsRHLli1DZWVlxgRLHfOoRS51zPP5fCgsLNQl/FgsBpvNlmbpDbX0Tk+xjc4t24bNBtfW3JObeyjeBN55SM5WC6PWuTYRTgZefF90DvJsOJ1OlZRlFj1dC7noRVr0dNy2tjbs3r0bs2fPRllZWdp2O3bswJIlS/Dv//7vuOOOO7JuwV933XW48cYbceGFFyKRSOD73/8+du/ejb17954zgSITHz5Mkh8hMF+4cwdFUXDixAk0Nzdj1apVePPNN3HhhReqLXJra2u5yVdsi1yr1apm6RcVFWVsT5P7jBkz1AWEXtLYuVbhE1ng1A3Q5XIJ49JaDGYbsurZKWagannUyEiblc6ek6dQxyN6qmlnt49EIkilUtLKCzqWqIkOaf63t7dj165dmDVrFsrLy9O22717NxYtWoRvf/vb+M53vpN1guehvb0d5eXleOWVV0w53fMIJsmPUJgv3LmBoij44IMP1Ba5r732Gi644AKV8CdOnMglxe7ubrVFLgCUlZXB5/OhqKgIZ86cwb59+7iTu6gO/8Ny1et5AsjiFjWRGagVLxoHNWoxkgQoKpkbqGdA6/KnZEEtKMGSF7IgFz07NnY/IviOjg7s2rULdXV18Pl8acfYu3cvFi5ciK9//ev40Y9+NCIJHgAOHjyIyZMnY/fu3Zg5c2a2h2NimGCS/AiF+cKdeyiKgvb2dqxevRrNzc14+eWXMX36dDQ2NqKpqQlTp07lkg3bIjcej0NRFEyYMAHjxo2Tkh1L+EaIcThd9Tywwi1ExDyyN0rMMtBx9TrSAXJJXG1LXCNjowWTzGvBs/5Ju5+sfDbRjiX4zs5OvPPOO5g+fToqKirSjrt//34sXLgQX/ziF/Gzn/1sxBK8oihobGxEd3c3XnvttWwPx8QwwiT5EQjzhfvwQeT91FNPobm5GevXr8fEiROxbNkyLF++HDNmzMggn/379+PUqVMoLS1Fb28vEomE2jHPaItcEVENh6veCPHyXN3axjhDreNnt5Gp1RnJqGdr3Y2K7rBlhnrbsYI/PBd9JBKB1WpV709XVxd27tyJadOmobKyMm3bQ4cOqWG4e++91/B4s4Gvf/3rePbZZ/H666+juro628MxMYwwSX4Ewnzhso/e3l4888wzaG5uxtq1a1FVVYWmpiY0NTVh1qxZuPPOO7Fv3z6sXLkSHo8HiqKojXKo5W1ZWRnKy8tRWlqqW67FEv6H5aoH5OECIz3uB+vOp+Nrz2+ECLVErLctWfBGt6fx8u5fb28v3njjDTidTng8Hpw5cwZTp07NeE+PHj2KhQsXYtmyZfjNb34zogn+tttuw+rVq/Hqq69i/Pjx2R6OiWGGSfIjDOYLN/Lg9/vx3HPPobm5Gc899xyKi4sRDAZx77334jOf+QyXwAKBgEr44XAYJSUlaotcI6It2gQx7fGHal3r6emziwBy5WvPO1Arnvcda9kPNGbPZr6LwMbhaXujixLtduSij8fjOH78OI4cOQIAqqxyOBzGJz7xCZw+fRrXXnstrr32WjzwwAMjluAVRcFtt92GVatWYePGjZg8eXK2h2TiHMAk+REC84Ub+UgkErjllluwbt06XHbZZVi/fj0KCgqwbNkyNDY2YsGCBVziZFvkBgIBFBcXqw109DrmsRY+W1Z2ruP5vEUAWd9ErMORlEfbRCIR5ObmGrbM2X/Lyua0cXg9oqdEO3bhAfTf02g0CqDfmt++fTsmTpyIqqoqdHZ2YtWqVfjRj34Em82GwsJCTJkyBU899ZRug6Rs4mtf+xqeeOIJPPXUU2mluoWFhbp9HkyMHpgkP0JgvnAjG7FYDJ///Oexd+9erFu3DpWVlYhEIli3bh1aWlrw9NNPw+FwYOnSpWhqasKll17KtdhDoZBq4fv9fhQVFamlebm5udIxsNblUEjeiDWrR4Q8y563nRERnVgsptaty7aXxexJJU8rXCPyIIjyEdiwCps7QATf19eHbdu2YcKECRg7dmza/idPnsRNN92EQCCAnp4ehEIhLF26FMuXL8e1116r2y/hw4boPj/66KP4whe+8OEOxsQ5g0nyIwTmCzeysXXrVtx+++1YvXp1hooZ0C+I8vLLL6sd8xRFweLFi7F8+XJ8/OMf51rs4XBYzdKnjnmktqdnAfIsfOCsZTvU1rZGcwJEojc0FiNWfDQaVQmQdeHzQgN6yYY0Flm4g0A5AeSV4GXfs1n0fr8f27Ztw7hx4zBu3Li07To6OrBo0SLMmDEDTzzxBKxWK7Zs2YKWlha0tLTgF7/4BW644QbpeEyYOBcwSd4EVqxYgRUrVuDo0aMAgLq6Ovzwhz/EwoULszuwEQYjiVtAv1v/tddew5NPPonVq1cjHA5j8eLFaGxsxCc/+UkugWs75nk8HlVtT8+TwxJ+KBTS7XoH6OvQ65EpnZdAbnx2GyNWfHd3d4a2O+3PWud6Cxft+I2K/LCLAp4+AlnwgUAAW7duRW1tLSZMmJC2XVdXF5YsWYLx48fj73//e8aCjk3mM2Hiw4ZJ8ibwzDPPICcnB5MmTQIA/OlPf8K9996LHTt2oK6uLsujG91IJpN48803VQu/p6cH1113HZqamnD11VdzXbixWEwl/K6uLuTn56sWvkj9UFEUvP/++wCAqVOnCqVqB5JwJ4IsHMAm6emRWiwWg8Ph0PUq0KLDCGnTYsAosbLHZo/PEnwwGMTWrVtRXV2NiRMnpu3f29uLpUuXwufzoaWlRTfkYsLEhw2T5E1wUVxcjHvvvRdf+tKXsj2U8wapVApvv/22SvhnzpzBNddcg8bGRlx33XUoKCjI2Ccej6O9vR2tra2qFC1Z+G63W7Vy9+7di+7ubjQ0NKiWP1n4LEEOVU8f0HfDsy53mfcjHo8bIkW2Nl4vB4C1yI0k2dH9YTvfsQQfCoWwdetWVFRUYNKkSWnn9/v9aGxshMfjwdNPPz2ik+xMfHRhkryJNCSTSTz55JO4+eabsWPHDsyYMSPbQzovkUqlsGPHDrWBzrFjx3DVVVehsbERixYt4jbEoY551EDH6XSivLwcfr8foVAI8+bNExINEb2eG3uomfvaY4iS9Iw0xtGej42585QIRYI3vH1429NYKQYfDoexdetW+Hw+TJ48OW3/YDCI66+/Hna7HWvWrBlxSXUmTBBMkjcBoL+BxoIFCxCJRJCfn48nnngCixYtyvawPhJQFAV79uzBypUr0dLSggMHDuATn/gEGhsbsXjxYhQXF3MTwtrb23HgwAFEo1E4nU7Vpa/XMY9n4QPDZ8UDfBKORCKIxWJqyMHIuXhxfZGHwIhOP0kK83TsyYJXFEUl+LKysgx541AohE9/+tNIJpN47rnnpDkQJkxkGybJmwDQHx89fvw4enp60NzcjEceeQSvvPKKacl/yFAUBfv370dzczOam5uxZ88eXH755WhqasLSpUtRVlYGi8WCcDiM++67D1deeSXmzp0Lv9+vNtDJyclRXfper9cw4esRuJHYuF7Mn7YBhq6Jz7bMNZJoxxK9jOAjkQi2bt2KkpISTJs2Le24kUgEn/3sZxEIBLB27Vp4PB7pOU2YyDZMkjfBxVVXXYWJEyfi97//fbaH8pGFoig4dOiQ6tLfvn07FixYgMWLF2PlypUIBAJ46aWXUFhYqO5DbWQpcc9isaS1yNVroEOlZ6Ja9OFomgMgo/yOZ60byaYfiFqe9vxsngIRfDQaxdatW1FUVITp06enHTMajeLzn/882tvb8eKLL6KoqEj3fCZMZBsmyZvg4pOf/CRqamrw2GOPZXsoJtBPTsePH8cTTzyBX/7yl3A4HJg8eTKWLl2KxsZG1NTUcImyp6dHVdtTFEVtkVtcXDwgwh8OqVzaRqvjryV7o+V3NHXl5OSkJc6JkEql0trGklUfiURUgt+2bRs8Hg/q6urSzh+Px/GP//iPOHbsGDZs2MAt+zNhYiTCJHkT+N73voeFCxeipqYGfr8ff/vb3/CLX/wCL7zwAq6++upsD8/E/0NfXx8WL14Mu92OBx98EGvXrkVLSwtef/11zJkzB01NTWhsbMT48eO5MfHe3l6V8BOJhNpAR69jHhGuLFHOqBWvp2hHSXpGrXjtgoEVuNHblmLvQH+4auvWrSgoKMDMmTMzkgS/+MUv4r333sPLL7+MsrIy3bGZMDFSYJK8CXzpS1/Chg0bcPr0aRQWFmL27Nm46667TIIfQYhEIrjiiivg9XqxatUqtUxOURS0tbVh9erVaG5uxsaNGzFjxgw0NjaiqakJU6ZM4RI+2zEvFoupLXJLS0t1CZ8sfK0YjpGseyPbUFMcOh8PMolbVjGPjsXTsCcLPh6PY+vWrXC73Zg5c2bGdX3lK1/Bzp078dJLL2HMmDHS8ZswMdJgkrwJE6MEjz/+OD71qU8Jy+QURUFXVxeeeuopNDc3Y8OGDZg0aRKWLVuG5cuXY/r06cKOeWThh8NhlJaWqh3zZC1ytS79oerYawVs2Fp7bambkRg8CfNoPRBagt+2bRvy8vIwa9asDIK/7bbb8MYbb2Djxo2oqqqSns+EiZEIk+RNjCj8/Oc/x/e+9z1885vfxP3335/t4YxakHv+mWeeQXNzM1588UVUV1ejsbERy5cvx+zZs7nxa5bwg8EgSkpK1I55sha5pCufSqW4AjdGrHiZN4DNpAfk5XLsOWlMND4twW/fvh0OhwMXXHBB2v1IpVK4/fbb8dJLL+Hll1/OaEZjwsRogUnyJkYMtmzZgs985jPweDy48sorTZIfRvj9fjz77LNobm7GCy+8gNLSUtWlP2/ePC7hB4NBNUvf7/ejuLhYzdTnNdw5deoU9u/fj4aGBhQXF6tWvpHSOyNNcYD++DgRttEsfvp3KpVCPB5HKpVCIpHA9u3bYbPZMGfOnAyCv+uuu/DMM89g48aNGVr1JkyMJpgkb2JEIBAIoL6+Hg888ADuvvtuzJkzxyT5c4RgMIgXXngBLS0tePbZZ+HxeLBs2TI0NjZi/vz5XCuZOua1trair68PXq9XJXyn04mTJ0/iwIEDmDt3blppGREytX0VxdCN6MyTpU9xdlEIgNdAh7LnyYW/fft2WK1WzJkzJ+16U6kU/v3f/x1PPvkkNm7ciMmTJxu7qSZMjFCYJG9iRODmm29GcXEx7rvvPlxxxRUmyX9ICIfDWLduHVpaWlT99aVLl6KpqQmXXnopNyYfiURUC7+npwdOpxORSAQzZ86UJqYR4Wtr8Y0k7fGImz5PJpNppX7a7Hwtwe/YsQMAMHfu3IztfvKTn+BPf/oTNm7ciGnTpuncPRMmRj7EWTUmTHxI+Nvf/obt27djy5Yt2R7KRw55eXlYtmwZli1bhlgshpdffhkrV67EzTffDABYvHgxli9fjo997GOqi97pdKK2tha1tbU4evQoDh48iIKCAuzZswfHjh1T1fa0eu5EyBRfz8nJMdT3nUfcBIvFApvNph4bQNrCREvwO3fuhKIoqK+vzyD4X/ziF/jjH/+Il19+2SR4E+cNTEveRFZx4sQJzJs3Dy+++CIuuOACADAt+RGARCKBV199FU8++SSeeuopRCIRLF68GE1NTbjyyivhdDrxq1/9Cnv37sV//dd/oaioCLFYDO3t7Whra0NnZyfcbreqp6+n784SPk+nX5blz27HJtpZLBaV4FOpFHbu3IlEIoH6+vqMhcB9992H++67Dxs2bMCcOXMGdc9MmBiJMEneRFaxevVqLF++PM2qIkETq9WKaDRqKJPaxLlDMpnEG2+8obbI7e3txbx587B582Y8+uijWLJkScY+8XgcHR0daGtrQ0dHB/Ly8lQLPz8/X5o0xxI+r8ZdNEaRiz6VSuGdd95BLBZDfX19WpWAoij43e9+h3vuuQdr167FhRdeOIg7ZMLEyIVJ8iayCr/fj2PHjqV9dsstt2DatGm46667MHPmzCyNzAQPqVQK//Zv/4b//u//xtSpU3H48GFce+21aGpqwrXXXsu12BOJBDo7O9UWuQ6HQ7XwPR6PbgMdm80mJXo2Jg/0E3csFkMymUQqlcLu3bsRDofR0NCQQfAPPfQQ/uM//gPPP/88FixYMMS7M3S8+uqruPfee7Ft2zacPn0aq1atQlNTU7aHZWIUw4zJm8gqSEaUhdvtRklJiUnwIxArVqzAww8/jI0bN+Liiy/G9u3b0dzcjLvvvhtf+cpXcNVVV6GxsRGLFi1SCdxms8Hn88Hn8yGZTKKzsxNtbW1qCRtZ+LwWualUSu3vThY+S/h6BL9nzx6EQiEuwT/22GP40Y9+hDVr1owIggf6Kx8uuOAC3HLLLbjhhhuyPRwT5wFMS97EiIMZkx+ZePvtt3HNNdfghRdewPz589O+UxQFe/bswZNPPomWlhYcPHgQn/jEJ7Bs2TIsWbIERUVFXALv6upSW+RaLBbVwvd6vdKEPHLns4l7LMHTePx+P+bNm5dW168oCh5//HF8+9vfxtNPP40rr7xyGO/S8MFisZiWvIkhwyR5Ex9p/PjHP8Z//Md/pH3m8/lw5syZLI1oZOPkyZOorq6WbqMoCt577z2sXLkSq1atwp49e/Cxj30MTU1NWLp0KUpLS7mE393drZbmKYqi1uHrdcwjlz5l7iuKgr1796K3txcNDQ1pCnyKouDJJ5/Ev/zLv6C5uRnXXnvt0G7IOYRJ8iaGAybJm/hI48c//jFWrlyJ9evXq5/l5OSYncaGCYqi4NChQyrhb9++HZdccgmampqwbNkyjBkzhitmw7bITSaTaovckpISKeErioJ9+/ahu7sb8+bNy5DYXbVqFb7yla/gb3/7GzdhcCTBJHkTwwGT5E18pPHjH/8Yq1evxs6dO7M9lPMeiqLg2LFjaGlpQUtLCzZv3oyLL74YjY2NaGxsRHV1tbBFLqntxeNxtUWutmMeeRA6Ozsxb968jEY+a9aswS233ILHH38cy5cv/1CueSgwSd7EcECuQmHCxEcA77//PiorKzF+/HjceOONOHz4cLaHdF7CYrFg3LhxuOOOO/Daa6/h2LFjuPHGG/Hcc89h5syZar+CI0eOpPWn93q9mDJlCi677DKVvA8ePIiNGzfinXfewZkzZxCPx3HgwAF0dHSgoaEhg+BfeOEFfPGLX8Sjjz46KgjehInhgmnJm/hI4/nnn0coFMKUKVPQ2tqKu+++G++99x7effddlJSUZHt4HwkoioLW1lasXr0azc3NeOWVV1BXV6c20Jk8eTLXwg8Gg2htbUVrayuCwSCsVismTpyIqqqqtEz6l156CTfeeCN+//vf4//7//4/3Zr7kQLTkjcxHDBJ3oQJBsFgEBMnTsS//du/4Y477sj2cD5yUBQFXV1dKuFv2LABU6ZMwbJly7B8+XJMnz49jaRTqRT27t2Ljo4OVFRUoLu7GwcOHMCjjz6KZcuWYeLEifjyl7+M3/72t/jCF74w4gk+EAjg4MGDAPq19X/961/jyiuvRHFxMWpra7M8OhOjESbJmzChwdVXX41JkyZhxYoV2R7KRxoUj3/66afR0tKCtWvXora2Fo2NjVi+fDlmzZqFf/3Xf8XOnTvx9NNPw+12AwCOHz+ORx55BM888wwOHjyIyZMn47bbbsP111+PioqKLF+VHBs3buSW9N1888147LHHPvwBmRj1MEnehAkG0WgUEydOxD//8z/jhz/8YbaHY4JBX18fnn32WbS0tOD5559HWVkZurq6cP/99+PTn/50Wtb922+/jaamJtx5550oKChAS0sL3nzzTSxYsAC33367KTRj4iMDk+RNfKTx7W9/G0uXLkVtbS3a2tpw991345VXXsHu3bsxduzYbA/PhAB33303fvnLX+LKK6/Exo0b4fV6sWzZMjQ2NsLhcKCxsRE/+MEP8K1vfUt10Z8+fRqrV69GRUWFGec28ZGBKWtr4iONkydP4nOf+xw6OjpQVlaG+fPnY/PmzSbBj2Dcd999+PWvf41XXnkFc+fORTgcxrp169Dc3IxPfepT8Pv9+P73v59G8ABQUVGBr371q1kcuQkTHz5MS96ECROjBqdPn8aFF16I1atXY968eRnfx2IxPPzww/ja17424pPsTJj4MGCSvAkTWcapU6dw11134fnnn0c4HMaUKVPwhz/8AQ0NDdke2ohEJBLJqIM3YcIEH6a73oSJLKK7uxuXXnoprrzySjz//PMoLy/HoUOH4PV6sz20EQuT4E2YMA7TkjdhIov4zne+gzfeeAOvvfZatodiwoSJ8xCmrK0JE1nE008/jXnz5uHTn/40ysvLMXfuXDz88MPZHpYJEybOE5gkb8JEFnH48GGsWLECkydPxtq1a3HrrbfiG9/4Bv785z9ne2gmTJg4D2C6602YyCIcDgfmzZuHN998U/3sG9/4BrZs2YJNmzZlcWQmTJg4H2Ba8iZMZBEVFRWYMWNG2mfTp0/H8ePHszQiEyZMnE8wSd6EiSzi0ksvxf79+9M+O3DggCnGY8KEiWGBSfImTGQR3/rWt7B582b853/+Jw4ePIgnnngCDz30EL7+9a9ne2gmTJg4D2DG5E2YyDLWrFmD7373u3j//fcxfvx43HHHHfjyl7+c7WGZMGHiPIBJ8iZMmDBhwsR5CtNdb8LERxzjxo2DxWLJ+DNDBiZMjH6YsrYmTHzEsWXLFiSTSfXfe/bswdVXX41Pf/rTWRyVCRMmhgOmu96ECRNpuP3227FmzRq8//77Zic3EyZGOUx3vQkTJlTEYjE8/vjj+OIXv2gSvAkT5wFMkjdhwoSK1atXo6enB1/4wheyPRQTJkwMA0ySN2HChIo//OEPWLhwISorK7M9lBGDBx54AOPHj4fT6URDQ4PZMdDEqIJJ8iZMmAAAHDt2DOvXr8c//dM/ZXsoIwZ///vfcfvtt+P73/8+duzYgcsvvxwLFy40ZYdNjBqYiXcmTJgAAPz4xz/G73//e5w4cQI2m1l4AwAXX3wx6uvrsWLFCvWz6dOno6mpCT//+c+zODITJozBtORNmDCBVCqFRx99FDfffLNJ8P8PsVgM27ZtwzXXXJP2+TXXXJPWNdCEiZEMk+RNmDCB9evX4/jx4/jiF7+Y7aGMGHR0dCCZTMLn86V97vP5cObMmSyNyoSJgcFcspswYQLXXHMNzMgdH9pSQkVRzPJCE6MGpiVvwoSJrCORSODf//3fMX78eOTl5WHChAn4yU9+glQqlbUxlZaWIicnJ8Nqb2try7DuTZgYqTBJ3oQJE1nHPffcgwcffBC/+93vsG/fPvzyl7/Evffei//+7//O2pgcDgcaGhqwbt26tM/XrVuHSy65JEujMmFiYDDd9SZMmMg6Nm3ahMbGRixevBhAf9Ocv/71r9i6dWtWx3XHHXfgpptuwrx587BgwQI89NBDOH78OG699dasjsuECaMwSd6ECRNZx2WXXYYHH3wQBw4cwJQpU/DOO+/g9ddfx/3335/VcX32s59FZ2cnfvKTn+D06dOYOXMmnnvuOYwdOzar4zJhwijMOnkTJkxkHYqi4Hvf+x7uuece5OTkIJlM4mc/+xm++93vZntoJkyMapiWvAkTJrKOv//973j88cfxxBNPoK6uDjt37sTtt9+OyspK3HzzzdkengkToxamJW/ChImso6amBt/5znfw9a9/Xf3s7rvvxuOPP4733nsviyMzYWJ0w8yuN2HCRNYRCoVgtaZPRzk5OVktoTNh4nyA6a43YcJE1rF06VL87Gc/Q21tLerq6rBjxw78+te/NhX4TJgYIkx3vQkTJrIOv9+PH/zgB1i1ahXa2tpQWVmJz33uc/jhD38Ih8OR7eGZMDFqYZK8CRMmTJgwcZ7CjMmbMGHChAkT5ylMkjdhwoQJEybOU5gkb8KECRMmTJynMEnehAkTJkyYOE9hkrwJEyZMmDBxnsIkeRMmTJgwYeI8hUnyJkyYMGHCxHkKk+RNmDBhwoSJ8xQmyZswYcKECRPnKUySN2HChAkTJs5TmCRvwoQJEyZMnKf4/wEfciX5r1DgnwAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Reconstituting the approximated function\n", "\n", "X = X.reshape(ny,nx) # back from 1-D vectors to matrices\n", "Y = Y.reshape(ny,nx)\n", "\n", "W1 = np.polynomial.polynomial.polyval2d(X, Y, Cij)\n", "err = np.sqrt(np.sum((W0 - W1)**2)/nx/ny)\n", "\n", "print('Root mean square error across the plate: {0:5.3f}%'.format(100*err))\n", "\n", "# Visualization\n", "\n", "f2 = plt.figure(2, figsize=(5,5))\n", "ax = f2.add_subplot(projection='3d')\n", "\n", "ax.plot_surface(X, Y, W1, \n", " rstride=sy, cstride=sx, \n", " cmap=cm.Greys, shade=True)\n", "\n", "ax.set_xticks(np.linspace(0, a, sx)); ax.set_xlim((0, a));\n", "ax.set_yticks(np.linspace(0, b, sy)); ax.set_ylim((0, b));\n", "ax.set_zticks(np.linspace(0, 1.5, 4)); ax.set_zlim((0, 1.5));\n", " \n", "f2.tight_layout()\n", "plt.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The polynomial approximation allow us to calculate the partial derivatives without the\n", "need of a numerical differentiation scheme. \n", "The function below implements the derivative for a 2D polynomial:\n" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "# Derivatives of the 2D polynomial: defining a function\n", "\n", "def polyder2D(C, kx=0, ky=0):\n", "\n", " derC = C.copy()\n", " nx, ny = C.shape\n", " \n", " for ix in range(kx):\n", " for ii in range(nx-1):\n", " derC[ii,:] = (ii+1)*derC[ii+1,:]\n", " derC[ii+1,:] = 0.\n", "\n", " for iy in range(ky):\n", " for jj in range(ny-1):\n", " derC[:,jj] = (jj+1)*derC[:,jj+1]\n", " derC[:,jj+1] = 0.\n", " \n", " return derC\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Observe that the proposed function keeps the polynomial order (size of the coefficients\n", "matrix minus 1) to allow some direct algebra with the coefficients, but the non-zero \n", "matrix elements will ensure the the correct order reduction.\n" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[[ 1.62 1.5 2.77 -1.23 0.12]\n", " [ 46.43 59.01 -11.8 0. 0. ]\n", " [ 2.06 -7.38 1.48 0. 0. ]\n", " [ -1.97 0. 0. 0. 0. ]\n", " [ 0.12 0. 0. 0. 0. ]]\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Check the bi-harmonic equation\n", "\n", "Cxxxx = polyder2D(Cij, 4, 0)\n", "Cxxyy = polyder2D(Cij, 2, 2)\n", "Cyyyy = polyder2D(Cij, 0, 4)\n", "\n", "p_D = Cxxxx + 2*Cxxyy + Cyyyy\n", "p = D*np.polynomial.polynomial.polyval2d(X, Y, p_D)\n", "\n", "print(1000*p_D) # coefficients of bi-harmonic equation\n", "\n", "# Visualization\n", "\n", "f3 = plt.figure(3, figsize=(5,5))\n", "ax = f3.add_subplot(projection='3d')\n", "\n", "ax.plot_surface(X, Y, p/1e6, \n", " rstride=sy, cstride=sx, \n", " cmap=cm.Greys, shade=True)\n", "\n", "ax.set_xticks(np.linspace(0, a, sx)); ax.set_xlim(( 0, a));\n", "ax.set_yticks(np.linspace(0, b, sy)); ax.set_ylim(( 0, b));\n", "ax.set_zticks(np.linspace(0, 1, 5)); ax.set_zlim(( 0, 1));\n", " \n", "f3.tight_layout()\n", "plt.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The plot above represents the load $p_0(x,y)$ causing the tentative \n", "solution, $w_0(x,y)$. \n", "The solution $w(x,y)$ for an arbitraty load $p(x,y)$ is not that simple to obtain,\n", "for it demands to solve the bi-harmonic equation with some given boundary conditions.\n", "\n", "Many approximate methods have been proposed.\n", "For instance, by energy conservation one could assume that the work of any external\n", "loading $p(x,y)$ upon the tentative function $w_0(x,y)$, denoted by $W_{\\rm ext}$, with:\n", "\n", "$$ W_{\\rm ext} = \\frac{1}{2} \\iint_A p(x,y) \\, w_0(x,y) \\, dA = V $$\n", "\n", "must be equal to the internal deformation energy, $V$, associated to $w_0(x,y)$. \n", "This condition may lead to the unknown amplitude $w_{\\rm max}$. \n", "\n", "For our rectangular simply-supported plate, let us assume that we have a\n", "constant distributed load, $p(x,y) = 2{\\rm kN/m^2}$. Hence:\n" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Total work done by constant load: 0.0081kJ\n" ] } ], "source": [ "p0 = 1. # constant loading (N/m^2)\n", "Wext = np.sum(p0*W1/2)*dx*dy # total work done (J)\n", "\n", "print('Total work done by constant load: {0:7.4f}kJ'.format(Wext/1000))\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Recall that this external work corresponds to $w_{\\rm max} = 1$. The calculation of internal deformation energy, $V$, is presented in the next section." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 3. Potential and kinetic energies \n", "\n", "### 3.1. Potential energy \n", "\n", "The potential elastic energy per unit area of a thin plate is given by:\n", "\n", "$$ dV = \\frac{1}{2}D \\left\\{ \n", " \\left( \\frac{\\partial^2 w}{\\partial x^2} + \\frac{\\partial^2 y}{\\partial y^2} \\right)^2\n", " - 2(1 - \\nu) \\left[\n", " \\frac{\\partial^2 w}{\\partial x^2} \\frac{\\partial^2 y}{\\partial y^2}\n", " - \\left( \\frac{\\partial^2 w}{\\partial x \\partial y} \\right)^2\n", " \\right] \\right\\} \\, dx \\, dy $$\n", "\n", "which must be integrated over the plate total area to give the total elastic energy $V$.\n", "Now we can calculate the specific energy directly from the derived polynomials, associated\n", "with a unitary displacement at the plate center:\n" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Calculate specific elastic energy\n", "\n", "Cxx = polyder2D(Cij, 2, 0)\n", "Cxy = polyder2D(Cij, 1, 1)\n", "Cyy = polyder2D(Cij, 0, 2)\n", "\n", "wxx = np.polynomial.polynomial.polyval2d(X, Y, Cxx)\n", "wyy = np.polynomial.polynomial.polyval2d(X, Y, Cyy)\n", "wxy = np.polynomial.polynomial.polyval2d(X, Y, Cxy)\n", "\n", "dV = ((wxx + wyy)**2 - 2*(1 - nu)*(wxx*wyy - wxy**2))*D/2\n", "\n", "# Visualize energy density\n", "\n", "f4 = plt.figure(3, figsize=(5,5))\n", "ax = f4.add_subplot(projection='3d')\n", "\n", "ax.plot_surface(X, Y, dV/1000, \n", " rstride=sy, cstride=sx, \n", " cmap=cm.Greys, shade=True)\n", "\n", "ax.set_xticks(np.linspace(0, a, sx)); ax.set_xlim((0, a));\n", "ax.set_yticks(np.linspace(0, b, sy)); ax.set_ylim((0, b));\n", " \n", "f4.tight_layout()\n", "plt.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The total elastic potential energy can be obtained by integrating the specific energy:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Total elastic energy in the plate: 3933kJ\n" ] } ], "source": [ "V = np.sum(dV)*dx*dy\n", "\n", "print('Total elastic energy in the plate: {0:5.0f}kJ'.format(V/1000))\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "With this value, it becomes possible to calculate which displacement amplitude, $W_0$,\n", "satisfies the energy conservation condition with:\n", "\n", "$$ w_{\\rm max} = p \\; \\frac{W_{\\rm ext}}{V}$$\n", "\n", "ou:\n", "\n", "$$ p = \\left( \\frac{V}{W_{\\rm ext}} \\right) \\; w_{\\rm max} = K w_{\\rm max}$$\n" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Stiffness coefficient at the plate center: 485170 (N/m2)/m\n", "Displacement for p = 2000N/m2: 4.12 mm\n" ] } ], "source": [ "print('Stiffness coefficient at the plate center: {0:6.0f} (N/m2)/m'.format(V/Wext))\n", "print('Displacement for p = 2000N/m2: {0:6.2f} mm'.format(1000*2000*Wext/V))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For the example, the exact maximum displacement has been calculated with the\n", "_engineering Fundamentals site_ ([efunda](https://www.efunda.com/formulae/solid_mechanics/plates/calculators/SSSS_PUniform.cfm)) as $w_{\\rm max} = 3.99$mm, what implies that\n", "the tentative function leads to an error in the order of only 3%.\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 3.2. Reference kinetic energy \n", "\n", "On the other hand the _reference_ kinetic energy per unit area depends directly \n", "from the solution $w(x,y)$, which is assumed to be quite close to the first vibration mode\n", "(it was chosen intentionally so!!!) as:\n", "\n", "$$ dT_{\\rm ref} = \\frac{1}{2} \\mu w^2 \\, dx \\, dy$$\n", "\n", "which can be easily evaluated and integrated with the tentative solution:\n" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Total kinetic reference energy in the plate: 1250J\n" ] } ], "source": [ "dTr = (W1**2)*mu/2\n", "Tr = np.sum(dTr)*dx*dy\n", "\n", "print('Total kinetic reference energy in the plate: {0:5.0f}J'.format(Tr))\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Once both potential and reference kinetic energies are known, the principle of minimum\n", "Rayleigh quotient can be used for calculating the natural frequency estimated with\n", "the tentative solution. This is demonstrated in the next section.\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 4. Vibration modes and frequencies \n", "\n", "The table below was taken from a _Sonderausdruck_ (special edition) of the german _Betonkalender_ \n", "(concrete almanac), 1988. The table shows the natural frequencies and vibration modes for rectangular\n", "plates with some common kinematic boundary conditions:\n", "\n", "\"Plates\n" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Exact frequency for the given thin plate: 8.92Hz\n", "Estimated modal frequency for the given shape: 8.93Hz\n" ] } ], "source": [ "f0 = np.sqrt(D/mu)*((np.pi/a)**2 +(np.pi/b)**2)/2/np.pi\n", "f1 = np.sqrt(V/Tr)/2/np.pi\n", "\n", "print('Exact frequency for the given thin plate: {0:5.2f}Hz'.format(f0))\n", "print('Estimated modal frequency for the given shape: {0:5.2f}Hz'.format(f1))\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 5. Assignments \n", "\n", "Apresentar o modelo estrutural proposto submetido a uma carga dinâmica definida como a densidade espectral, com valor r.m.s. prescrito, de uma força concentrada (aplicada no topo para estruturas verticais, e no centro para estruturas horizontais). Resolver:\n", "\n", "1. no domínio do tempo (simulação da série temporal e solução por superposição modal através de Duhamel) e \n", "2. no domínio da frequência (integrando o espectro da força modal multiplicado pela função de admitância), calculando o espectro da resposta e seu valor r.m.s. e pico (fórmula de Davenport).\n", "\n", "Apresentar os resultados e gráficos pertinentes.\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "celltoolbar": "Raw Cell Format", "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.9" } }, "nbformat": 4, "nbformat_minor": 2 }