{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "### Example 3, part A: Diffusion \n", "\n", "In this example we will look at the diffusion equation and how to handle second-order derivatives. For this, we will introduce Devito's `.laplace` short-hand expression and demonstrate it using the examples from step 7 of the original tutorial.\n", "\n", "So, the equation we are now trying to implement is\n", "\n", "$$\\frac{\\partial u}{\\partial t} = \\nu \\frac{\\partial ^2 u}{\\partial x^2} + \\nu \\frac{\\partial ^2 u}{\\partial y^2}$$\n", "\n", "To discretize this equation we will use central differences and reorganizing the terms yields\n", "\n", "\\begin{align}\n", "u_{i,j}^{n+1} = u_{i,j}^n &+ \\frac{\\nu \\Delta t}{\\Delta x^2}(u_{i+1,j}^n - 2 u_{i,j}^n + u_{i-1,j}^n) \\\\\n", "&+ \\frac{\\nu \\Delta t}{\\Delta y^2}(u_{i,j+1}^n-2 u_{i,j}^n + u_{i,j-1}^n)\n", "\\end{align}\n", "\n", "As usual, we establish our baseline experiment by re-creating some of the original example runs. So let's start by defining some parameters." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from examples.cfd import plot_field, init_hat\n", "import numpy as np\n", "%matplotlib inline\n", "\n", "# Some variable declarations\n", "nx = 80\n", "ny = 80\n", "nt = 50\n", "nu = .5\n", "dx = 2. / (nx - 1)\n", "dy = 2. / (ny - 1)\n", "sigma = .25\n", "dt = sigma * dx * dy / nu" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We now set up the diffusion operator as a separate function, so that we can re-use if for several runs." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "def diffuse(u, nt):\n", " for n in range(nt + 1): \n", " un = u.copy()\n", " u[1:-1, 1:-1] = (un[1:-1,1:-1] + \n", " nu * dt / dx**2 * (un[1:-1, 2:] - 2 * un[1:-1, 1:-1] + un[1:-1, 0:-2]) +\n", " nu * dt / dy**2 * (un[2:,1: -1] - 2 * un[1:-1, 1:-1] + un[0:-2, 1:-1]))\n", " u[0, :] = 1\n", " u[-1, :] = 1\n", " u[:, 0] = 1\n", " u[:, -1] = 1" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now let's take this for a spin. In the next two cells we run the same diffusion operator for a varying number of timesteps to see our \"hat function\" dissipate to varying degrees." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Initial state\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "After 50 timesteps\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "After another 50 timesteps\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "#NBVAL_IGNORE_OUTPUT\n", "\n", "# Initialise u with hat function\n", "u = np.empty((nx, ny))\n", "init_hat(field=u, dx=dx, dy=dy, value=1)\n", "\n", "# Field initialization\n", "u[ nx//4:nx//4+10 , ny//4:ny//4+10 ] = 2\n", "u[ 3*nx//4:3*nx//4+10 , ny//4:ny//4+10 ] = 3\n", "u[ nx//4:nx//4+10 , 3*ny//4:3*ny//4+10 ] = 4\n", "u[ 3*ny//4:3*ny//4+10 , 3*ny//4:3*ny//4+10 ] = 5\n", "\n", "print (\"Initial state\")\n", "plot_field(u, zmax=4.5)\n", "\n", "diffuse(u, nt)\n", "print (\"After\", nt, \"timesteps\")\n", "plot_field(u, zmax=4.5)\n", "\n", "diffuse(u, nt)\n", "print (\"After another\", nt, \"timesteps\")\n", "plot_field(u, zmax=4.5)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "After 50 timesteps\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "#NBVAL_IGNORE_OUTPUT\n", "\n", "# Initialise u with hat function\n", "u = np.empty((nx, ny))\n", "init_hat(field=u, dx=dx, dy=dy, value=1.)\n", "\n", "# Field initialization\n", "u[ nx//4:nx//4+10 , ny//4:ny//4+10 ] = 2\n", "u[ 3*nx//4:3*nx//4+10 , ny//4:ny//4+10 ] = 3\n", "u[ nx//4:nx//4+10 , 3*ny//4:3*ny//4+10 ] = 4\n", "u[ 3*ny//4:3*ny//4+10 , 3*ny//4:3*ny//4+10 ] = 5\n", "\n", "\n", " \n", "diffuse(u, nt)\n", "print (\"After\", nt, \"timesteps\")\n", "plot_field(u, zmax=4.5)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Excellent. Now for the Devito part, we need to note one important detail to our previous examples: we now have a second-order derivative. So, when creating our `TimeFunction` object we need to tell it about our spatial discretisation by setting `space_order=2`. Only then can we use the shorthand notation `u.dx2` and `u.dx2` to denote second order derivatives." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Eq(u(t + dt, x, y), -2.0*a*dt*u(t, x, y)/h_y**2 + a*dt*u(t, x, y - h_y)/h_y**2 + a*dt*u(t, x, y + h_y)/h_y**2 - 2.0*a*dt*u(t, x, y)/h_x**2 + a*dt*u(t, x - h_x, y)/h_x**2 + a*dt*u(t, x + h_x, y)/h_x**2 + u(t, x, y))\n" ] } ], "source": [ "from devito import Grid, TimeFunction, Eq, solve\n", "from sympy.abc import a\n", "\n", "# Initialize `u` for space order 2\n", "grid = Grid(shape=(nx, ny), extent=(2., 2.))\n", "u = TimeFunction(name='u', grid=grid, space_order=2)\n", "\n", "# Create an equation with second-order derivatives\n", "eq = Eq(u.dt, a * (u.dx2 + u.dy2))\n", "stencil = solve(eq, u.forward)\n", "eq_stencil = Eq(u.forward, stencil)\n", "\n", "print(eq_stencil)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, there is another trick here! Note how the above formulation explicitly uses `u.dx2` and `u.dy2` to denote the laplace operator, which makes this equation dependent on the spatial dimension. We can instead use the notation `u.laplace` to denote all second order derivatives in space, allowing us to reuse this code for 2D and 3D examples." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Eq(u(t + dt, x, y), -2.0*a*dt*u(t, x, y)/h_y**2 + a*dt*u(t, x, y - h_y)/h_y**2 + a*dt*u(t, x, y + h_y)/h_y**2 - 2.0*a*dt*u(t, x, y)/h_x**2 + a*dt*u(t, x - h_x, y)/h_x**2 + a*dt*u(t, x + h_x, y)/h_x**2 + u(t, x, y))\n" ] } ], "source": [ "eq = Eq(u.dt, a * u.laplace)\n", "stencil = solve(eq, u.forward)\n", "eq_stencil = Eq(u.forward, stencil)\n", "\n", "print(eq_stencil)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Great. Now all that is left is to put it all together to build the operator and use it on our examples. For illustration purposes we will do this in one cell, including update equation and boundary conditions." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "scrolled": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Operator `Kernel` run in 0.00 s\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "After 50 timesteps\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "Operator `Kernel` run in 0.00 s\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "After another 50 timesteps\n" ] }, { "data": { "image/png": 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r9nSaGX9wHIdsNovl5WXcv38fPM8PtJWxGd2KpX7QLAet2X7YXaABzqhC2ZlBCLRmdJLpxlom22W6sS+W6SbLckfHQCYlBEFYGRJoBEEMBDZfJklSjfFHsyfPsiwjkUiA53lUKhWsr6/j9u3baruTGZUswLwWx4s0g+YUnLAwN/sYusl0S6fTEAShJtONPQxKpVIYHh6G3+831KSEVd3YvBu1SxIE0Qsk0AiC6CvdGH8AHxoMRKNRRKNReL1ebG5uYnFxsaFa5vF4UK1WB77/9VilgtbP11sNuy9c7fzeM9gDAav+LjrNdDs8PESlUsG7776LUqkEj8dTU3E7b6ab9k/tPrA/2f7UVyTJpIQgiG4ggUYQRF/QtjGyNqNWC49CoYBIJIJ4PI7x8fG2xh9mVLIA+8ygAVDbR+2IE0SO3bHjuVOf6cYcJW/cuAFJktR2SStkupFJCUEQnUICjSCInmlm/NFqYZHNZsFxHI6OjjA/P49nnnmmwf1ND7MEml1cHAF7CzQnYOf33innjnYGzePxYHR0tONMt0KhgEqlYnimm55JiSiKyGazWFhYIJMSgriAkEAjCKJrmgVLt1qMHB8fg+M45HI5rKys4P79+wiFQh1v86IJNLbNcrmsVhq9Xq/qiqddQGoFmh2x+0LTru+7FqcItHoXRz26zXTb399HsVhUM93qWyb7menGjkEQBHzwwQeYmZkhkxKCuICQQCMIomPq58vYYqjZgkiSJNX4QxRFrK+vY3d3t+sWIsDcFkejF+ButxvlchmPHj1CPB7H1NQUrl+/DkmSUCwWUSgUkEqlUCgUIIoiAoEAAGBvbw8jIyPq4rGX99ksnCBy7IxT3n9ZlrueLdPSLtNNK946yXTz+Xw9Vd3YZytzpwTIpIQgLhIk0AiCaItWmL355ptYXFzE3Nxc04VQpVJBLBZDJBKB3+/H5uYmlpaWzrVwuigVtFwuh1wuh5OTEywsLOC5557D6OgoqtVqw+KT5UmdnZ3hN7/5DSRJwuHhoW6rlvaJfy/OdoSzuUgVtF7QZrrNzs7WbK9VphuretcLt0Ag0HI/9YQmmZQQxMWBBBpBELpo58tkWVZnO8rlMkRR1L2hFwoF8DyP/f19TExMYHt7GzMzM325+bvdbkiSdO5/p1uMMAlRFAWpVArhcBiZTEYVtVevXlX/vtm+DQ0NqZWyra0tNZZA26olCAJOT08RjUZRKpXg9XqbOtuZsVBzwuLQ7sfgFIEmy7KheYndZLrlcjn1AQqAmvk2rYjzer1dHQeZlBCE8yCBRhBEDfXB0gx2s/Z4PA1CKZPJgOM4JJNJLCwsdGz80Q1mVtAG1f6lKAqOjo4QDodRLBaxtraGnZ0dPHr0qKv2RL0ZtGatWszZjj3x1y4a62dstIvGQVQltNi5xc7O+85wkkAb9LnaKZ1kurFrMZPJ1GS6eb1eVKtVxOPxc1W+ezUp6US4OeF8IQirQgKNIAgAzY0/gNonsx6PR/37ZDIJnueRy+WwurqKl156CcFgcCD756QWRzabx3EcZFnGxsYGVlZW1HmTXqt2nQiFZs52rWZsZFlWLcnrq27aGZleoYWeNXDC78EOQlOb6aaFCaVCoYBEIoF0Ol1T+a7PdNOalPQr043th7aDgkxKCMJ4SKARxAWn22Bpl8uFVCqFaDQKSZKwsbHRs/FHNzjBJKRarSIWi4Hnefj9fmxtbWFxcbHhve4lB+28+9lqxqZcLquiTRAEJBIJFAoFVKtVDA0NNZ1z6wYnVKHsjNae3s4MagbNCLSZbvl8HtVqFTs7OwCgGgRpr8NmmW71JiW97Ee7qhuZlBDEYCGBRhAXFG0bY31bix6VSgXRaBTJZBJerxdPPPGErrgYFHauoJVKJUQiEUSjUYyNjeHWrVstQ7nrxVYn7USDcpt0uVwIBAIIBAINluRacwRBEHB8fAxBEFAul+Hz+XSF29DQkCMXak44Jiccg5VaHM9D/XF4PB6MjIxgZGSk5nX1mW6FQkHXKKi+8tZrppv2T+0+sD/1TEqy2SwURcH09DSZlBBEh5BAI4gLRLNg6VY3SEEQVOOPyclJTE9PIxQKYXl52dB9Z62VRnMegZbP58HzPBKJBGZmZnD37l1MTk62/bleWhzNiANgT/vrj4mZI+hlSWnbu5h4q1QqVEEzGTu0BnaCU46jU6HZSaYbuxbbZbqxr35nuqVSKUiShMnJSTIpIYgOIYFGEBeAdsYfeqTTafA8j+PjY9XufWxsDI8fPzbFTdHMFsdut8tMU46Pj7G4uIh79+41PPlut81uBYsZAq0ZrcwRtAvGfD6PZDIJQRCgKAr+93//V3fOzUhXvl6wyvt+HpxwDIBzK2i90E2m2+npKQRB0M10Y9dir5lusizD6/XWXMdkUkIQrSGBRhAOplPjD+3rj46OwPM88vm8avzBgpCBD4VSpVIx7Bi02zWrglatVtu+TlEUnJycIBwO15imaN+7brZZv2A2q8Wxn7jdbt02rUQigf39fWxubqqLxvogbq1os2MQt9VxUuXJKccxqAcTRme6SZLUMJNKJiUE0RoSaAThQLo1/pAkCfv7++B5HrIsY319HXfu3NFdAJvdamj0QrKdMJRlGYeHh+A4DuVyGevr6+c2TdGr2nUivqwu0JrBFlYzMzM1369fMAqCgKOjIwiCQEHcfcYpAs3OJiFazKgEdprpVh/PAbTOdJMkqSux2a1JifZnyKSEcAok0AjCQWjbGNmT5FatIOVyGdFoFNFoFIFAAJcvX8bCwkLLhYFZgdFsn4xeSDZrcRRFEfv7++A4Dm63GxsbG1heXu7LU2+7zKANmlYLRm0QN2vRMjOI2+6LP6cINKdU0CRJ6kuERb9o1rasKIraLtks002WZVSrVXX+9DyZbto/tfvA/tQzKWF/MtFGJiWEHbDO1U8QRE80M/5o9cRQa14xNTWF27dvY2pqqqOblJkVNMD4J8v17YbMzTISiSAYDOKJJ57AwsJCX2/wdp9BMwIrBXE74X13ikCjCpqxaK+peiqVCgqFAt555x243W7TM93YA0wyKSHsAAk0grApevNlrYSZoiiq8cfJyQkWFhbw/PPPNwQWt8PsCprR4pC1OBaLRfA8j3g8jomJCezs7GB6enogN/Buc9AAewu0fu57qyDuUqkEQRB0g7ibzblZqYoxSJwi0JxSQbOLQGsFc3n1er1YXl5W593aZbrVm5QMOtONTEoIK3Ix7jwE4SBYtUwURfX/W90wmPEHx3EQBAGrq6u4ceNGT+YVgDUqaEZSLpeRy+Xwk5/8BHNzc3jmmWcaqjb9Rk+wtFsM9CLqLhJae38zgrjtgBMWnFRBsx6SJHWc6aa9Fusz3Xw+X0Pbcr8z3dh+NDMpKZVKyOVyagYomZQQg4IEGkHYBK3xRyKRQCwWw7PPPtv0Js5mpHieh6Io2NjYwMrKyrkrAmZV0JgANWLbrNrIcRxOTk7g9/vxwgsvYHh4eODbBnqbQQPs22pn5oKmXRC3tl2yWRC31+tVZ3F6WSxaAbueO/U4qYJm9XiJTunUJKTVtdhpplu9eOvlPWz1sLNQKCAej2N+fp5MSoiBQgKNICyOto2RLT6YM5beB365XEYkEkEsFkMwGMTVq1cxPz/ft6exZlXQgMFb7SuKgmQyiXA4DEEQsLa2htnZWSQSCcPEGdBbBc3OLY6ANQUCa9GamJio+X59EHc2m4Usy/jFL34Bl8ul2yrZy2yNkTilxZEqaNajWxdHPbrJdEulUjWZbnqzbr1mujHzlnaZbmRSQpwXEmgEYUHaBUt7PJ6GSpLW+GN6eror449uMKuCxrY9CIEmyzISiQQ4joMoitjY2MDq6iq8Xi8ODw8NFw8XbQbNbtQ72p2dneFXv/oVXnzxxZqn/PWzNcFgsKFV0ipB3E4RaE6qoDlFoJmZ6aYVbvWZbnrCrZNMt/ouFDIpIQYBCTSCsBCdBkszgaZtxTs9PcXi4mJPxh/d4KQKmiiKiMVi4HkeXq8Xm5ubWFpaqrlBmxGQfdFcHJ2yCGkWxK0oimpQYtUgbqcINKdU0OrntuwKu6cZ/RBCG9ExOTlZ83eiKNaYlJydnTXNdNOKOK/XC1EU+57pRiYlhB4k0AjCAnQbLO12uyGKIn7+85+jWCxidXUVN2/e7Nn4oxucUEFjbaDRaBQjIyO4ceMG5ubmdG94vc6DnYdmQdWtBJidBRpgzRbHbmi1WHK5XAgGgwgGgzXf7yaIWyveBhHE7RSBRhU0a8HuFVaoEjO8Xq+u02snmW5MNMXj8YFkurH9aGZSwn6GCTUyKXEuJNAIwkS0bYz1T870EEUR8XgcHMdBkiQsLy9jeXnZUCtwVkEzY0F33uqdIAjgeR77+/uYnp7G7u4uJicnWx6HGe6IVEGzF72+790EcadSKcRiMTVDqtmcW6/vpRMEGvs9OEHYOMUkhAk0O/xOOsl0Y23wp6eniMViKBaLaqZbfctkr/mKnVTd2NqBTEqcCwk0gjCYZsHSrYRZqVRCNBpFNBpFKBTC1tYWHj16hNXVVcNvfFq7e6MXEL1W0LLZLDiOQzKZ7Dr/zYwWR5pBI9oFcTPx1iqIW/tnJ58Tdl/AsevUDmKgHU6qoLXqBrELzDBoaGgIExMT2NzcBPDbTDft3Clzex1Eppv2TwaZlDgTEmgEYRDtjD/0ODs7A8/zODg4qKn4iKKIR48emXITZ6LMrLmCTsWSoig4PT0Fx3HIZDJYWVnB/fv3G9rM2kEVNGOw874bSS9B3JIkqQYlzYK4ndAaWL8otTNOEmhOqAQyRFGs6VjpR6abVrgNMtNNz6SkUChAlmVMTk6SSYnFIIFGEAOmU+MP7etTqRQ4jkMqlcLS0hLu3btXcwNgNzw9R6lBw/ZdkiRDTQyAzlocZVlWg7mLxSLW19exs7PTc7CwWTNoF0mgOWERYPYxdBPEfXBwAEEQaoK42UOjdDrdsw252bDr1G77XQ+7ZzhBoDmlVZPRj0w3URRrhFsmk0EikTA80w0AkskkqtUqRkZGmpqUfO9738NLL72EO3fudL19ondIoBHEgOjW+EOWZRweHoLneRSLRaytrWF7extDQ0MNr2VPtsww62DbNsPJsVW7oSRJ2N/fB8dxUBQFm5ubWFlZOffiwCwXx/ptUg6adbHyvncaxH1wcIBSqYRHjx6pNuR6FTcrB3E7ZQbNSa2aTq+g9YLX67VEphvw4e/H7/fXHFO9Sck//MM/YG1tjQSawZBAI4g+o21jZG1DnRh/8DwPl8uFjY2Njow/9LLQjMIsJ0c9sVStVhGNRhGJRDA0NIQrV65gYWGhb4sbmkEjnIo2iLtcLqNcLuP69esNQdz1T/jr59uGh4ctEcSt/by1M04TaE44DsYgBWc3mW5szu08mW4A1JgPLdprSFEUZLPZhqgCYvCQQCOIPtDM+KNVD3epVEIkEkEsFsPw8DCuXbuG+fn5jhcXZgo0s7LQtGKpVCqB53nEYjGMj49je3sbMzMzfV+cMeFjpMudnthycgXN7gtqJ6A9v+uDuBmyLHcUxF1fdTOqguIEJ0rAeQKNKmjno1WmGzMNqs90KxaLDddkfaZbp8eTyWRIoJkACTSCOAf1xh+dCLOzszNwHIfDw0PMzMzgzp07mJiY6HphcVEraKVSCW+99RYODg4wOzuLp59+GhMTEwPdJmDs4q9ZC2m7rC07Y1dxyXDC+9/uGLoJ4k6n002DuLWtWf3ESXNbTnA+BJwn0Kx2PM1Mg/SuyUwmg0KhgGq1Cr/fj+HhYQiCAJ/Ph2AwiFAopGa9MSRJwtnZGQk0EyCBRhA9wObLWBsjM/5oNZB7enoKnueRSqWwvLzcYPzRLRetgpZOp5FKpVAul/vy/nUK+30aufjr1STEjKomYX9xCZzvAUS7IG7tE35tEDdzsutXELeTKmhOEGeA9QTNeWD3faMraL3Q7JoEfjt7WigU8MEHH0AQBDx+/FjNdPuP//gP7O3t4cqVK1hbW8PY2JhuNhwxWKx/lhGEhdAaf4TDYRSLRdy8ebOt8QfHcSiVSi2NP7rlIlTQFEXB8fExOI5DLpdDKBTCzMwMbt26NfBtM7QVNCO3eZFm0Oy8705hEOKmVWtlxrPlAAAgAElEQVTWIIK4nSJsnHIcgLMEGrvn2f14tLOn4XAYV69exfj4uJrpJggCXC4X3n//ffznf/4nBEHA4uIiLl26hGvXrtV8Xb9+HVNTUz3vy6uvvoovfelLeOWVV/CNb3xD9zXf//738fLLLzd8v1gsNszPOQkSaATRAc2MP0RR1F0wVKtVxONxRCIRuN1u1fijnx/sTq6gybKMg4MDcByHSqWCjY0N7O7uYm9vzxTDDrZPRnHRbPYJa2Bk9anTIG42U8OCuJvNubH5VCdU0JxkrOEkm312v7VDBa1TtDNoLNPt4x//OD7+8Y8DAB4+fIg/+IM/wK9+9Ss8fvwY7777Lt5991380z/9E9555x21dbKX6+7Bgwf4zne+gyeffLLta8fGxvD48eOa7zlZnAEk0AiiKe2MP7xeb4NAKhaLqvHH6Ogorl+/jrm5uYEsGpxYQdM6WrrdbmxubmJpaUm9wbvdboii2PfttkLrZmXkNrsVhCTQzMMJrXVWOYZugrhPT09rgrh9Ph9EUcTBwYEq4Oy4mHZaBc0pxyKKoqPCm2VZhizLLWdBmUHI6uoq1tbW8LGPfazm71m1rVvy+Tw++9nP4rvf/S6++tWvtn29y+XCwsJC19uxM/b75CKIAdMsWLp+vszr9apiIZfLqcYfc3NzuHv37sCHas0y6gD6X0GrVCqIRCKIRqMIBoNNHS3NyiQzer6r1wqaXSFxaT5WEWjN6CSI+/j4GIVCQTeIu77qZuUgbqdVnfrR0m8F7DJ/1ils/dLqmLLZbEsTs+Hh4Z62/fnPfx6f+MQn8NGPfrQjgZbP57G+vg5JknD79m185StfwVNPPdXTtu2Cc840gjgn9cHSTJg1e/rndrtRLpfx4MEDpNNprKys4MUXX+z5A6tbnFBBKxQK4Hke+/v7mJiYwO3btzE1NdX0ZmCGQDNju3ozaKya6/f7dX+GRA5xHux67miDuGVZxtnZGXZ3dwF82GqurbidnJwgEolYPojbaRU0p4hNURQdcyzAbyuCrc61dDrd0IZ8Xl577TX88pe/xIMHDzp6/bVr1/D9738f29vbyOVy+Ju/+Ru88MILePPNN3HlypW+7puVIIFGXHhYmZ8JMwAtLY7ZfNQHH3yAYrGIpaUl7OzsNF04Dwo7z6CxiuPR0RHm5ubw7LPPNmQu6WGmQDO6xZE9JFAUBQcHBwiHwxAEAUNDQ7rOd3YWaGYviAnrV9A6of4YfD4fJiYmGmI4WBC31n5cG8RdL9qMDuJ2Ulug06qBTqugtTuefodUx2IxvPLKK/jBD37Q8QzZc889h+eee079/xdeeAG7u7v427/9W3zzm9/s275ZDeecaQTRBdr5MibQWCtbs0VKtVpFLBZDJBKBx+PBwsIC9vf3cfnyZYP3/kPsVkFTFAWpVAocxyGVSqkVx27se80SaGa0OAJANBoFz/NwuVzY2NjA+Pi42s7FQoKZZbnb7YbP54OiKA2W5XbAruIScKa4sSOdVp5aBXEzFzszg7ipgmZNnFZBq1arHQm0fuaMPnz4EMlkEnfu3FG/J0kSXn/9dXzrW99CuVxu+x673W48/fTTeP/99/u2X1aEBBpxoagPlma0GvwtFovgeR7xeBxjY2O4efMmZmdnkc/nEYvFjNr1BjweD8rlsmnb7lSwKIqCo6MjcByHQqFwrqiBi9DiKIqiel7FYjFcuXJFHY6uVCoIBoMNN8xqtYr33nsP5XIZLperppVLmzWlXVz2mjVFOBOnCLTzHIPb7VavEy3NQn8FQVCDuJvNufV6HCTQrMdFrKCl02nMzMz0bZsf+chH8NZbb9V87+WXX8a1a9fwhS98oaNzRVEU/PrXv8b29nbf9suKOOdMI4gWNDP+AJq3V2WzWfA8j8PDQ8zPz+Ppp5+uWRizCpZZCxszwqIZnbgpyrKM/f19cBwHWZaxsbGBlZWVc93gzDpmIypozCglEomoVcVnn31WXeS12r7P51NbsLQ9+ayVi1UDTk9PEY1GUSqV1Bmc+i8zhJvdhYETcIJA036u95Nugri1Ve1eg7idJtCccixOq6CJotj2IUIul+trl9Do6GhDjunw8DCmp6fV73/uc5/D8vIyXn31VQDAX/3VX+G5557DlStXkMvl8M1vfhO//vWv8Xd/93d92y8rQgKNcDT1xh9A6/kyRVFwcnICjuOQzWaxvLyM+/fv67bheb1eVfiZ8aFt9gxapVLR/TttK6jP58PW1hYWFxf7cpN24gxaqVQCx3GIx+OYmJjAU089hbGxMfzwhz/s6t/RW/A1a+WSJKnGPCGdTiMej6NYLKohwfVfQ0NDA13A27nFEbC/yHSCQDM6B61VELcoijXXWCqVarjG6qtuLIjbaQLNKaLmIlbQMplMX1scOyEajdac/5lMBn/8x3+Mw8NDjI+P46mnnsLrr7+OZ555xtD9MhrnnGkEoUHbxqgVZs1u3rIsI5FIgOd5VCoVrK+v4/bt2y3nd9hNx6wbkNVm0EqlkpoBNzIyoraC9nPB5KQWR0EQwHEcEokEZmdn8cwzz6huWey97Ua0dGMS4vF4mgo3bcUtm82q5gnM5rxeuPXD9c7uwsDu4pLhhN+DVYSN1+vtOogbAEKhEBRFgcfjwdHRkSrc7CpynCTQnFhB60SgTU1NDXQ/fvSjH7X8/69//ev4+te/PtB9sCIk0AjH0CxYup3xRzQaRTQahdfrxebmJhYXFzv6EGZza62szweJ2RU0Jli0QmN6ehp37twZWAacmSYh/VqEn52dIRwO4+joCAsLC7h37x5GRkYatge0bmscxD62CgnWCrdcLqcuKl0uV0MLl7Ya0ClOETl2hSpoxtBJEHc0GlXvTdogbj13SatXdJzm4uiUTDegvUBTFAW5XK7vNvtEZ1j7yiaIDqg3/mALjVbGH4VCAZFIpMH4o5ubu8vlMl0kmVlBK5fL+NWvfoXj42MsLCzg+eefb1h0DGK7dq2gpdNphMNhnJ6etnWwZOfhoCpo3eJ2uzEyMtIgJOtd7/L5vDqDw+zK9YSbVaocxG9xgkC2UgWtW7RB3KlUCl6vF1tbW2oQt3bOTRvE7ff7defcrBDEzUYMnCLQnFZBq1arba3ujaigEfqQQCNsC/vwlySpxvijVcUsm82q+Vvz8/M1bWW94PF42pplDAozBBqb0eN5HoIgYGJiAvfv328Ynh8UdhNoiqLg9PQU4XAY2WwWa2truHXrVtunsOwc1ls0N6t0mJGD1sz1TlsNYF/Hx8eqXXn97I2dM9wYZi+GzwtV0KyDJElqV4Y2iLt+odxNEDf708ggbvaZ6RRRc9Fm0BRF6XsOGtE5zjnTiAsDE2ZsPuby5cttjT+Oj4/BcRxyuRxWVlaaGn90i9frvRAVNFmWcXh4CI7jUC6XMTU1BbfbjevXrxuyfUYv+Wv9oFsBoSgKkskk9vb2UCwWsbGxgaeeeqor2+1unSOtJHK01YDZ2Vn1+1q7cq2zpCAIkGUZv/jFLxqqAYPImeo3Vnnfz4MTBJqdK2haOjUJ6TSIWztLqg3i1lbcBlHZZp/VTvidAM6roLVzcWRVWhJo5kACjbAN2jZGWZZRqVSwv7+Pq1ev6r5ekiTV+EMURayvr2N3d7fnbBo9nN7iKEkS4vE4eJ4HAGxubmJ5eRmpVAqPHz8e6Lb1sHoFTZZlHBwcIBwOQxRFbG5u9hwt0K3gspJAa4bWrlybrXN2doaHDx/iypUrqnBLpVIQBEGdv9EKt5GREVsINzvhBIHmlAraeee2Og3iLhQKNZXt+iBu9mev++I0gXbRKmiZTAYADHdxJD7EOWca4UiaGX+43W74/X7d9sJKpaLavPv9fmxubmJpaWkgNwkrtDgOYmFVqVQQjUYRiUQQCARw9epVzM/Pq++hWZUsZndv9GKynUCTJAn7+/sIh8Nwu92qkD3POdettb8dBFozWGvy9PQ0pqen1e+z+RttQHAikagJCK53lQyFQo5aRBmFEwQacz+0O4Oy2Tc6iJvNn9n9vGI4sYLW6rMym81idHSUPk9Ngt51wpI0C5bWzpfVC5RCoQCe57G/v4/x8XFsb29jZmZmoDcHs1scgf66ZBWLRfA8j3g8jvHxcezs7GB6errhPTQrMJotWox2BmsmfkRRRDQaBc/zGBoawhNPPFEjZPu5zXbnsZ0FGqDfJqidv6kXbpVKpWZBqTVOGBoa0hVu/aye6+2rnXGCQHNSBc3IqlOrIO76Obd2QdyhUEjNTHSSgyNw8Spo6XQa4+Pjjrim7IhzzjTCEdQHS7cy/mAfLKlUCtFoFMlkEgsLC+c2/ugGs1scgf7kzJydnYHjOBweHjZkculhVgVtEKK0E+oraJVKBZFIBJFIBCMjI7h161bfM9/0ZtBa/ft2F2jdoA0IrjdOYMKNLSiPjo7UBaXW8U77dV7h5pT33e4LMafMoEmSZInjcLlc8Pv98Pv9TYO42QOS+iBu9kBElmUcHx+rBiVWOK5ecJojJRsVaVdBm5iYsP3ngl0hgUZYgnphBqCt8UcqlQIA/PKXv8Tq6ipeeuklw9wEGV6v17QWR/benEcoaa3fl5aW8MILLzS0v+hhhQqa0dtlzoQcxyEej2NiYgK7u7uYnJwcyA3MiTNozejn+9dsQamtBAiCgGQyiUKhgHK5DL/frxvCbQWrcqNwSgXNrgJAix2Oo1UQN5tzOz4+hqIoCIfDNUHcegYlVhc+7D7rlAoaW7e0m0Gj+TPzcMaZRtgWbRsja09pZZPPZn14nockSXC5XHj66adN+xAxs4LGBGy322euluFwGPl8Hqurqx1Zv2thgsXoRV0vAc79QBRFNaKhkwpjP7hIM2jA4KtQrRzvtMJNa1Xu8/lqTEnYgtLv99tezNTjBIHmhGMA7CHQmuHxeGoyE0ulEu7evVsTvaGtummNgPTEm1UEERM0VheSncLm6VqdZyTQzMUaZz5xoagPlma0CpZmphXRaBR+vx9bW1tYXFzEj3/8Y6N2WxePx4NKpWLq9jsVaLIsq66W1WoVGxsbuHv3bk83QLNaDZkoNUqgnZ2dYW9vD4eHhxgeHsa9e/cawpoHxUWqoJlJs0oAsyrXukrGYjGUSqWGjCltS7ZdBYITzh07CxstTpnd0rYEaqM3tOgFcR8eHrYM4g6FQoY/JHGi4Um7ez9rcSTMgQQaYRjNjD+A5i1OgiCoxh+Tk5N48skna0wrzGwxZNsvFoumbb+TVkNRFFVXS4/H0xdXS217pdELCSMEmrb1c2VlBSsrK3C73YaJM8DeOWjdYsVFTzOrckmSaoRbJpNBLpdDpVLB66+/3mBMYnQ4cK/YWVwyyCTEWnRyf+g2iDsajeo+JBn0tXbRHBwBqqCZDQk0YuB0O18GfLhA5nkeyWQSi4uLeO655xoWSoC5Nvds+2a1OLLtNzv+crmMSCSCaDSK4eFhXL9+HXNzc325eWkraEYzKIGmKApOT08RDoeRzWaxtramtn6+9957qFarfd9mKy5aBc0u++7xeDA6OorR0VH1e8lkEjzP48aNG+qCsj4cWM9VMhgMWkZQOEGgOeEYgIsl0FrRrC25/iGJEUHcTnNwrFarbY8nl8vhypUrBu0RUY9zzjbCcmjbGLXCrNkNVFEUHB0dged5nJ2ddWT8YXYFzQoCsV6sFAoFcByH/f19TE1NDcTIgv0ezcpC66dAY+ddOBxGsVjExsYGnnrqqRpnPzMCsi/SDJoTFtUul6tm9oYhyzIKhYK6oDw7O8Ph4SEKhULNYlL7ZYbbnRPEjVOEDR1Ha/QekrDttQvi1l5v3QRxX9QKmlGO2EQjJNCIvtIsWLpT4w9ZlrG+vo47d+50ZH1ttkAzMwcNqK3g5XI5hMNhJJNJzM/PN6069nPbdq6gybKMg4MDhMNhiKKIzc1NrKys6N60um037Ad6gquVCLOzQGPYWSQ022/WGqsn3LSLSa2zpKIousLtvFWAVtj5vWc4wWa/vv3fzhjdAt8uiLu+NZkFcWtzE5sFcTutgtapQKt3wyWMwzlnG2EqvRh/lMtl1fgjEAjg8uXLWFhY6OrGZCWBZAZutxvZbBb7+/vIZDJYXl7Giy++2DCIPaht27GCJkkS4vE4OI6D2+3GpUuX2s7kdVvN6gcXqcXR7sKgF1otJuurACcnJxAEQa0C6LVLnndB7xSBZvdjYJ9tThFogwyH7xRtEHd94H0nQdyhUAiVSgWSJKFUKqlB3HZGFMW2vxsyCTEXEmjEuejF+COfz4PneSQSCUxNTeH27duYmprq6QPPChU0M7bP2vKy2SzS6TQ2Nzexs7MDv99v2D6YWUHrRRiKoohoNAqe5zE0NIQnnngCCwsLHZ13ZrQ4XiSTELvTz/edtT2GQiHMzs7WbIPZlGudJZlNOfuZeuHWTQXD7otOJ7QGsmveCe10kiQhEAiYvRtN6SaIO5PJoFwu42c/+5kaxF1fcbNTELcoii3XC4qiIJPJNBi3EMZBAo3oiV6CpZnxx8nJCRYWFvD888839JB3ixVmwIysItW3g7JFnBmDvHapoFUqFUQiEUQiEYyMjGB7exszMzNdLUbNED8XaQaN4YQKyKDQVgFmZmbU7zObcq1wS6fTKBQKEEVRrbjVz97Utzc54b13gosj+2yz+3EA9o4L0IvfkCQJly9frqlw5/N5HB0dNQ3iZg9OrPY+iKLYttMml8tRi6OJkEAjukLbxvh///d/GBoawuXLl9saf3AcB0EQsLq6ihs3bvTtqZrX60WpVOrLv9ULRgnEarWKaDSKSCQCv9+vtoO+8847pi3KrT6DViqVwHEc4vE4Jicnz2WWYlYF7aIINCcsRs06Bq1NeX37VqVSqRFuiURCnbsJBAI1go19ttsZJ8xusSqgE64JM2JYBgWbQasP4mZoW5P1grjrrzezg7jbuThWq1Xk83lqcTQREmhEW5oZf7jdboiiqHsjEUVRrfQoioKNjY2mBgznwQotjqzNcxALg1KpBJ7nEYvFMDY21lD9MXMGzqoVNEEQwHEcEokEZmdn8cwzz5zbiYpaHI3Brvtvxf12uVwYGhrC0NBQTZtS/dyNIAg4PDyELMt4+PBhg2HCyMgIQqGQJWaJ2uGECpokSbYXmQwnHQszE2mGtjVZS/2DkmZB3PUV7kEHcbczCclmswBALY4mQgKNaEq98YdWmLlcLvh8vobqFcveisViCAaDuHLlStfGH91gtkBjTwf7fSPK5/PgOA4HBweYmZnB3bt3dVsNPB4PyuVy37bbDVaroGldLBcXF3Hv3r2+BUtTBY1wCs3mbv77v/8bu7u7aiwAc5XkOA6VSkVdSNZXAYyce22HkypoTsCJFbRuafagBPhtEDe73uqDuPUiAfoVxN1OoGUyGfj9/pYxR8RgIYFGNMDmy7SOjEyUaT8YfD4f8vk8gFrjj+np6XMZf3SDFVwcgc4ckTohk8kgHA7j5OSkI5FBFbQPQ83D4TBOT0+xsrKC+/fv9/2mYob4abbNVrNCdhVodq96OAFFUdQFWf3DoGq1WmNRfnx8DEEQUC6XVae7+i+fz2f479UJFTQSaNZkEDlo/QriZpW7bs6bdmuWdDqNiYkJx5yLdoQEGqGiZ/zRqhfe4/GgWCzi4cOHOD09xeLiYl+MP7rB7Aqay+U6t0hSFAUnJycIh8PI5XJqQHcnc3pmiSTAfBfH4+Nj9T1bW1vDrVu3WragnHebFFQ9eOy8/3YWBlqjJz18Pl+DYQLwW6c7VgU4PT2tqQDoCbdBtm45pYLmFFHjJIFmZA5aJ0Hc2qqbNoJDT7zpGQJ10uJI82fmQgKNqLHJZ08gWwVLy7KMo6MjhMNhFItFXLp0CTdv3jTFTtdsgcb2oReRJMsyDg8PEQ6HUalUsL6+jt3d3a4qcWZWEM0Qh8xqnLWCbGxsdP2e9YJZQdUXbQbNrtj9fW8n0Jqh53QHfCjctBWAdDqNeDyOYrHY0LrFvs6bLcVmpe0slAFnVdCcJDYHUUHrln4FcQcCASiK0rbFcXx83PbXk50hgXZB6SVYWhRFxONxRCIRAMDs7CyOj49x9epVQ/ZZD7Nt9nvZB2agwoKSNzY2sLy83NOH/0WpoMmyjIODA4TDYZRKJYyPj2N3d9ewJ5p2CKpmizo7LlLttr9Oo1eB1gyv14uxsTGMjY3VfL9Z61ahUKjJltJ+dTpzo+36sDNOMtagCpox9BLEDQC/+MUvaq65R48eYWtrC5cuXUI2myWLfZOx5tlGDIxegqVLpRKi0Sii0ShCoRCuXr2K+fl5nJ2d4fDw0Mjdb8Dr9aqVP7Nuap22OFYqFdUqPxgMdhWUfN5tDwIjxKEkSYjH46qYvXTpEvL5PGRZNvRmaZcWR8CeAo1h90qU3Rn0edOqdUsr3HK5HA4PD1EoFOByuRpc7oaHhxEMBmv21yn5YU6poLH1hVMEmhUqaN3SzBAon8/jjTfewM7OTk3o/Z/92Z+pUT5LS0tQFAWvvvoqrl+/juvXr2Nra6sv991XX30VX/rSl/DKK6/gG9/4RtPX/eu//iu+/OUvY29vD1tbW/jrv/5rfOpTnzr39u0CCbQLQrfB0gBwdnYGnudxcHCA6enphhwpr9eLarVqyP43g31YiKJomptYuzbLYrEInucRj8cxMTGBnZ0dTE9P92UhYaZA83g8A/v9V6tVxGIx8DyPoaGhGjH7/vvvG141tZJJSDtI5BDd0u8KWre43W7dbCntzE19KHC9WYIZLfaDwCkCTWswZnfYg22rVtC6hRmE1Fe533zzTQiCgEePHuHv//7vsbe3hzfffBOvvfYaHj9+DFmWceXKFdy4cQN/9Ed/hE9+8pNdb/vBgwf4zne+gyeffLLl637+85/jD//wD/GVr3wFn/rUp/Bv//Zv+MxnPoOf/vSnePbZZ7verh1xxtlGNKXeJh9Ay/kyRVGQSqXAcRxSqRSWlpaaOgn6fD5V+Jn1ZElrc28WzUTS2dmZapU/Pz/flzwuvW2bYdQBDKaCVqlUwPM8otEoRkZGGnLf2HbNqGaZPYPW6rplfw/YU6DZveph56olYL5Aa0azmRtZllEqlWqy3JLJJADgpz/9aUO1rReXO7NwmkCzW9VJD/ZA0AnHArR2cBweHsbTTz+Nf/zHf8RHPvIRfO1rXwPw4e+T53k8evQI77zzTk8PRPL5PD772c/iu9/9Lr761a+2fO03vvENfOxjH8MXv/hFAMAXv/hF/PjHP8Y3vvEN/PM//3PX27YjJNAcSLNg6XbGH4eHh+B5HsViEWtra9je3m7piqetXpn1weVyuUw3CtEKNEVRkE6nwXEcTk9Psby8jPv37zeEVw5i20bTT3GorTJOTk5id3e3aUDmRRJoWrHFBD8AjIyM1LjisdcD9hRoDDvvu52x2/vudrtV0TU7Owvgw1b8n/3sZ3j22Wdr2iXrXe7qc6VCoZClFt5OMdZgs3RWE/294CSxCbTPQAM+NAl54okn1P/3eDzY2trC1tYWfv/3f7+n7X7+85/HJz7xCXz0ox9tK9B+/vOf40//9E9rvve7v/u7LVsinQYJNAdxHuMPnufhcrlUw4pOSvlutxtutxvVanVg9uadYLZAY62ezNlSEISB274z7D6DJggCOI5DIpHA7OxsR1VGK4glI2AzaLlcDnt7ezg+PlZD309OThCJRGpyqNhDgEwmg4mJiYE7W/YTJyzi7IxVK2jdwCpPTLjNzMyof8dc7rT25KlUCoIgQJKkGuGmFXBmLMidUkFzitAEfvsQ2s7Xh5ZOBFq/TUJee+01/PKXv8SDBw86ev3h4SHm5+drvjc/P2+674GRkEBzAL0af0QiEcRiMQwPD+PatWuYn5/v+gPI5/OZ7qJopkBjMxLJZFJ1ZFxdXTU0L4X9zo2+eZyngpbL5RAOh5FMJjsK5NZihnMlE0tGvs/lchknJydIJBJqNh4T5Oz61uZQsdD4x48fo1KpwO/31yw4WdXNKXMURP9wgkBrdW1qXe7qf6ZcLtcIt/39fdWePBAI6Aq3QV5DThFo5EZpXarVqqECLRaL4ZVXXsEPfvCDrloj669nu7eSdwvdqW1Mr8YfHMfh8PAQMzMzuHPnDiYmJno+6c2uXgHmWO2LoqiaWMiyjJGRETz99NOG35C0M3hGL7x7EUrpdBrhcBinp6dYWVnB/fv3GxZNnWzXjBZHwJinwqlUCnt7e0ilUgiFQvid3/kdtRJbb8qizaFSFAXxeBx3796Fx+NpmM/hOA6VSqUmE0f7ZQXhZrdWO4bdFw5OEGi9CBuXy4VAIIBAINBgT16pVGrsyQ8ODiAIgtoxMqhryCliwCnHAXRWcbIT7Y5HURRkMpm+CbSHDx8imUzizp076vckScLrr7+Ob33rWyiXyw3nysLCQkO1LJlMNlTVnIxzzrgLhCzLqFarEEWxZraslfHH6ekpeJ5HKpXC8vJyVxWLVlhBoBm5D+VyGZFIRDWxuHHjBs7OzlAoFEx5WmimQOu0gqYoCk5OThAOh3F2dnbu9k+zWhyBwQkIdo3u7e3h7OwM6+vrmJiYgCAIHb9P2n30+XyYmJjAxMREzWu0mTiCIODw8LBh0amdbxt0taB+3wlzsLvABPp7DC6XC0NDQxgaGmqYhdUKN3YNFQoF9eGHXpZbN+3Gsizbqj25GU4SaE46FgBqeHUrstlsw/2jVz7ykY/grbfeqvneyy+/jGvXruELX/iC7nv7/PPP4//9v/9XM4f2gx/8APfu3evLPtkBEmg2od744+2330YgEMCVK1faGn9wHIdSqdSR8Ue3WMVqf9Atb4IggOd57O/vN0QOFItFU+fAXC6XKdtvV0FTFEWdyysWi9jY2MDu7u65Fx9mV9D6iaIoOD4+xt7eHgqFQs17xPN814Kw3axcM+FWv+jUVgv02ryGh4cHsmCxawXNCdhdoMmybMgx6OVKAY0PPxMyIn0AACAASURBVFggMGs3DoVCGBkZqRFwetEwTmpxdIqocWIFrdUDekVR+triODo6ilu3btV8b3h4GNPT0+r3P/e5z2F5eRmvvvoqAOCVV17BSy+9hK997Wv45Cc/iX//93/Hf/3Xf+GnP/1pX/bJDjjnjHMwzPRD68jo9/vVClo91WoV8XgckUhEnYtaXl4eyIel02fQstksOI5DMpnEwsICnn/++YaQVbOriGYZhTSroMmyjEQiAY7jIEmSOpfXr/PPCQJNURQkk0ns7e2hVCphY2MDa2trNYuAXoxJejUz0Vt0KoqCarWKfD6vLjoTiUTNfI622mZFRzwjsbPAcUoFzUxh06pqXe8qWW/wo3WVrFarJNAshpOOBWgvOM/OziBJUlMn5UEQjUZrzvt79+7htddew5//+Z/jy1/+Mra2tvAv//IvFyYDDSCBZgtY1YxVS1wuF3w+HwRBqHldsVhUjT9GR0dx/fp1zM3NDfTGa7Y4GcQ+sHYzjuOQyWTazkqZ6aRo5vbrK2iSJCEej4PjOLjdbly6dAlLS0t9X2zYucVRURQcHh5ib28P1WoVm5ubTcWrnthqdy33022SPQiampqquVHXz+fk83mk0+mmjnisatDqPLB7RIBd95vhBIFm1cqTz+dT50S1iKJYI9xSqRRisRhKpRIymQyOj48bxNvQ0JBtfk9Oc3F0WgWt1fFkMhm4XK6+57Zq+dGPftTy/wHg05/+ND796U8PbB+sjnPOOAejd9Px+Xxqa2EulwPP8zg4OMDc3Bzu3r3bV3vUVlilxbFcLp/735FlGUdHR+A4DsViEevr69jZ2dFtQ9FihklJ/fbNrKBVq1VEo1FEIhEMDQ317AjaKWYItPNuV5ZlHBwcYG9vD7Is49KlS22r2vVB1Z1gRBxAs/kcrSMe+2LCTZblplbmVlxUXzTsLjAB+4lMr9eLsbExjI2N1Xz/4cOHmJycRCgUUq+heDyOYrEIj8ejew0FAgHLHTu5OFqXdi6OmUwGY2NjjjpmO0ICzQboffB6PB4UCgU8ePAA6XQaKysrePHFFzE8PGzovulV8ozG6/Weax8kScL+/r4aAryxsYGVlZWOP5yMmIFrhVkCTRRFiKKIH//4xxgdHcX29jZmZmYGvlDoZ0B2N/Qi0GRZxv7+PsLhMFwuV1dVRbMraN3SyhFPK9zy+TxOT09rwoPZPMTp6SkmJycRDAYds7izA3YTN3pYtYLWLYqiYHh4uMGtTpIkteJWKBSQzWaRSCRQLBbV/Ld64RYMBk37vTpJ1JhhwjVI2lXQstnsQKtnRGc454xzMNoPWPYk/oMPPkCxWMTi4mJHVZ5BYYUWx14rWPWVnytXrqhBwN1u30yBZnQuWLFYBM/ziMViAIDd3V1De9XNqqB1I3607Z4ej6enc4tlrw1qH42ilXBj4cHMVGF/fx8ffPABFEXRdcOzsnCzs8BxikCz+zEAzYWmx+PB6Ohowwy0LMs1rZJnZ2eqs6TL5dK9jgKBwMCvIycJtE5cD+0CM5trV0E7T/wS0R9IoNmEarWKWCyGSCQCj8eDhYUF7O/v4/Lly6bul1VaHLsRKKVSSRUY4+Pj5678mN3iaFQFTxAEhMNhtZX2zp07ePDgQUOLzqCxcoujNh/P7/efq92z1xZHu6AND56ZmUE4HMb29jaCwSCKxWJNq+Tx8TEKhQIANBVuZh671URxtzhBoJltEtIvuq0Eut1ujIyMNLjyybLccB0lk0kUCgVDHoBIkmTag+N+46QKGlsrtHJT7mcGGtE7zjjjHM7x8THeeOMNjI2N4ebNm5idnUWhUEAkEjF712zl4pjP58FxHA4ODjA7O4unn366LzkfXq8XsiybtsgZdAUtl8shHA4jmUxicXFRzdBj2zTDUZHFThj5frcSTKIoIhKJgOd5BINB9To9z/7pVcPYcfeyj1aHvVfsqX8oFMLs7Kz694qiqAvOfD6PfD6Po6Mj3UoBc5e04myOFXGCQHNSBa0flSe3261eD/X/vrZyzZwlWcsxu/bOOyvqNJMQJx0LgJbHk8lkqMXRApBAswETExMNYsLn80GWZdPbCKzQ4thuH9LpNDiOw8nJCZaWlvoW0s0wMyyabX8QAi2dTmNvbw+pVErXyZLdsI1u79Ra3ht57uu1HFarVfA8j0gkgpGRETz55JN9m8NzSotjN7QTn3rCrb5SUC/c9DLcSLjV4gSBdlEraN3C5tX0HoDUC7fT01MUCoUakx+teGsVq2H22qSfOKmCxtobW13vVEGzBs444xyO3+9vqPSwD4tqtWq6QLNCi2O9QGMBwBzHIZfLYW1tDTdu3EAgEOj79tn7b5YVbz8FmqIoODk5QTgcxtnZWctwc5fLZXommdECjR1rpVIBx3GIRqMYHx/HU089hampqb4uco3MQbMzrSoF2opbLpfDwcGBaqqgJ9zOY2Nud4Fj9/13UgXNDKFZ33LMaOXOqo3VqK+6OcnF0UkVtHYOjsCHJiH96C4izgcJNBugd9Nxu93weDyoVqsDER2dwsSRmU9gtfugKAoODg7AcRyq1SrW19exu7vbst/6vLjdbsONOrT0w9VQURQcHR0hHA6jVCp1/L6Zcdz9Do3uZruVSgXvvvsuYrEYJicnBxppYVWb/UHR788PrQibm5tTv19vqsDc8AqFgq6N+cjICPx+f8v9s+t7zqAKmnWwmrBpZfKjzUOsD7J3uVwQRRGCINSINztWopxYQWtFJpPB8vKyQXtENMMZZ9wFRZuFZuY+AOZ+gHk8HiiKolY03G43Njc3sbS0ZNhTLzONQs5TQZNlGYlEAuFwGLIsY3Nzs6uIATMs79lC0mjnylKphLfffhuzs7N45plnBt6j36vNvp0xQug0M1XQ2pgLgoBMJoP9/X0Ui0V4vV7dils74WYXnCDQnFBBYw8ZrSTQmtEqD7FareLBgwcYHx+HJEk4PDyEIAioVqsYGhrSzXIb5EPU8+KkClonAi2Xy1GLowUggWYDmt10rGLQAXRWNh8ElUoFPM8DAA4ODgYektwMM7PQPB4PKpVKVz+jtYF3u91d5XNpMaOCZmRrZaFQQDgcRiKRgMfjweXLl7G1tTXw7QIXcwbNTJrZmDPhls/nIQgCUqkUYrEYSqWSKtwURYEsy0in06pwsxNOOGfsImxawT7T7CwGXC6Xev7Pz8/XtMqxiht7EHJ0dARBEFCpVOD3+3Ufgpgt3GRZhizLjqqgtXtPySTEGjjjjLsA6C28rDD/5XK5TKkeFQoF8DyPeDyuPum5ffu24UHdDDOz0LrZtjb7LRAInFvQ2ik0uhvy+TzC4TAODw+xsLCAe/fu4Z133jE0C+eizaBZtfrRSrixatvBwQFKpRLeeecdlEol+Hy+phU3K0IVNGvAPtPsLjQB/Rlhv98Pv9/fUJ2pVqvqtVQoFHB8fAye51Eul5teSz6fz5DfN7u32lk0a+m0xZEqaOZDAs3GWKHFke2HUQItl8uB4zgcHR1hfn4ezz33HMbGxvDDH/7Q1LBoq7c4lstlRCIRRKNRjI6Onjv7jWHW7N2gBNrZ2Rn29vaQTCaxtLSEF154QRX9RoufXlsc7WqzD9irkuPxeDA2NoaxsTG1AnDr1i2IolhTcTs5OUEkEkG5XLZslcAJAs1JFTS7HwfQnYujz+fDxMREgzEFm2HTukpGo1H1IYhellu/2447saW3E+0EmqIoyGazJNAsAAk0G2MVgTboSp6iKEilUuA4TrV8f/HFFxEKhWr24SKERevRSqAVi0VwHId4PI6pqSns7u7WzAv0Y9tOqKBls1ns7e3h5OQEy8vLDZECg9hmO5qJrVaLD6qgmY/X61WFm5b6xWYymWza3sVy3Ixqq3KCQHNC7pYkSXC5XLb/XbCW3/P+PrxeL8bHxxva7dhDEK2rpLbtWE+49erQyoSm3X8njGq12nBvq4cEmjUggWYT9BZeVhJogxBHzFmQ4zgUCoWWlu9mCzSrVdC0odxzc3NqpbHf2L2ClslkarLeXnrppaauqEZXp3qdQbMzdhWXndBssalt72LCjeM4VCoVXUOFQQg3Jwg0p1TQ7H4MwG/bAgd1LM0egugZ/dQ7tNaLt3aZiE5ycATaV9DK5TKKxWJfH+QSveGcs+4C4vP5IAiC2bvR9xZHWZaxv78PjuMgyzI2NjawsrLS8kPFTIEEWKeClsvlEA6HkUwmsbi42PdQbr1t27GClkqlsLe3h0wmg7W1Ndy6davtfFkvguk8XLQZNDtzHoHTrL2rWq2qbZKCIDQ44bEqm/ar14qFEwSaU2bQnCTQjK5otpoX1YbZazMRtWH2WvEWDAbVqAC7V2a1tBNomUwGACgHzQKQQLMJejceK1XQ+rEf1WoVsVgMkUgEPp8PW1tbWFxc7OiGZYUKmtkujm+88QZSqRRWV1d1W/QGgVkVtF6EoaIoOD09xd7eHs7OzrC+vo6dnZ2OjRvMaHG8SALN7ovrfuPz+TA5OdnQalSfPXVwcKAKt0Ag0NAqGQqFOlpg2v39pwqadWCtmlY5Fo/HoxutoQ2zZ4H2R0dHKBQKcLlc6rUjSRKOj48RCoUQDAYtc1y90M7FMZPJIBgMmpqvS3wICTQbYwUXR7Yf5xFHpVIJkUgEsVgMIyMjuHnzJmZnZ7taMJhZwWLbN1ogKoqCk5MTvPfee6hUKhgbG2vaAjoo7FBBUxQFx8fH2NvbQ6FQwMbGRk/h5WaZhHRT3bCzQAOc3eLYL/Sc8NqFBgeDQd3sKSbcnFJBs/PCGXDGHB1gn+PQhtlrYcKtUCiolTY2aqEoSkObZCgUQigUssX510kFbXx83PafB06ABJpNsHIFrdf9EAQBHMchkUhgZmYGd+7c6Xkw1QoVtG6zyHqFzebt7e2hXC5jcXERgiDg6tWrhmxfi5Vn0Orfp83NTayurvY8T2BGBQ3obvFsd4FG9Ear0GCtcMvn80in0xAEAZIkqcJNlmW1pdIuC816SGRaB0mSbH0cWuFWKpXgcrmwvb0NRVFqKm6FQgEnJycQBAGKoug+CAkGg5YSq50ItImJCdtfS06ABJqNsUJQNfChOCoUCh2/PpvNIhwO4/j4WM2YOu+clBUE2qCFiizLSCQSCIfDkGUZm5ubWFlZUS30zVigWLGCpigKDg4OEA6HUa1WVWF23puk0QKNLXC6EVx2Fmh2XhBYVRy0Em7lcrnGmKRYLOLhw4eQZblpxc3Ki26aQbMO3VjsWx3tDBprewyFQpidnVVfoygKSqVSTQh3KpVqeBDSrIJtFIqitBVo2WyW5s8sAgk0m2DlClon4oi143Ech2w2i5WVlb7OSXm9XhSLxb78W71uf1ACUZIkxGIx8DwPj8eDS5cuYWlpSb2Rsw9bM9pK3G63YZXD+u3WiyWtgFUURRWw/VrwGO3iqK2gdfMzdhVoALU4GoXL5UIgEEAgEMD09DSADxdmt27dUhea2uwpViHQsy+3ykyOE2bQ7F55YjhJoHXi4uhyuRAMBhvWM/UPQpizJGs9rp8ZZcJtUK6RbI3SSYsjYT4k0GyMz+eDLMumfxi2quTJsozDw0NwHIdyuYz19XXcvn27Y2OGTjHbxXEQFbRqtYpoNIpIJIJAIIBr165hfn6+QayzG7oZ54EVKmiyLCMej4PjOLhcrgYB289tGvlAhP2eu3l/7S7QCHNgFUDtQnNmZqbm77XCLZ/P4/j4uOlMzsjIiOqCZxRUQbMOZq9J+kk7U41W6D0IAdrPjDLhVn9dnVe4iaIIl8vV8neTyWQoA80ikECzMexirVarpn4Y6lWPJElCPB4Hz/MAgM3NTSwvLw9sP81uceynSQlrWYxGoxgdHcX29jZmZmaaLj7Ye2rWLJhZ261Wq4hEIuA4Dl6vF1euXMHi4uLAFmnU4jhY7Lzvdqddi2Yr4aadyREEQRVuAJpW3AZxjTqhgmYXc412OEmgsRbFftKq9bg+F7E+XkPvmupUQLL2xlbXH7U4WgcSaDZB74Jyu93weDyqvbJZaN0kK5VKTdXn6tWrmJ+fH/iN02yB1o8KHnOKisfjmJ6e7tg0hdkZ28Xu/ryIooh8Pq8aGjSrLPYbanEkmmHVGbRO6XX/m83kyLKsVtzYtVpvX66ttnUSGNwOJ1SfnHAMgHOEJgBDc9BcLpeuSyvw4dpKG8KdTCYhCAIqlQr8fr9ullt9p1K7+TPgwwrayspK34+N6B4SaDbHCkYhbBbunXfeQTwex/j4OHZ2djA9PW3YosVsm/3ztDjm83lwHIeDgwPMzc3hueeew9jYmGHbPw9GCkPW8snzPFwuF6amprC7u2vYOWZGUDVwcVoc7SxwnEA/33+3291UuLXKnaqvDHQj3OwukgHnCDSnzNIBnc2gGQETbnqB9lrhdnJygkgkgnK5DJ/PV3MtVatV9T7W7FrJZrPY3t424pCINph/1hEd0exiMtso5OzsDB988IH6xPSZZ54xZcDU7ApaL9vXulkuLS3hhRdeaMhj6RSzZsGM2G6lUkEkEkEkEsHo6Ch2dnZwcnKihqEahdEtjkD3gsvOAg0gkxCzMErctMqd0i4yc7mcmj+l/Rnt19DQUM0+O0HcOEXYOKnF0cgKWi/4fD6Mj483rLtEUay5pk5PT5HL5VCtVvGTn/xEvY5EUcTe3h52dnawtram2uwT5kMCzUboLb7MCqtOp9MIh8M4PT3F4uIiAODmzZt9N//oFLMFGqtgdbLQSaVSCIfDSKfTfXOzdGIFrVwug+d5RKNRTExMYHd3V+3XT6fThp/3Zoifbqt2dhdohDmYXX1yu90YGRlpiFvRCrd8Po9MJoP9/X0Ui0V4PJ6aNklRFFGtVk0/lvPgBJEJOEugWaWC1i1erxdjY2M13TjRaBSZTAYbGxtqJMBvfvMb/OVf/iUODg4QCAQwOTmJ1157DWdnZ7hx4wZu3LiBtbW1nq6pb3/72/j2t7+tehHcvHkTf/EXf4Hf+73f033997//fbz88ssN3y8Wi6aO8ZiF/c46ogYjK2iKouD4+BjhcBj5fB6rq6u4desW/H4/EokERFE0TaCxGTCzbs5aow69D3MWM7C3t4d8Po+1tTU8+eSTfXu/zBJog6iglUoldRZvamoKd+/ebejHN6OaZXYFTZIkRKNRHB8fq3MGbH6HnXNGz8n1E7suqhl23n+rinqtcJufn1e/L0lSTXWAPbB5++234fV6dStufr/f8r8jWZZ7dgy0EpIkYWhoyOzd6AtWr6B1A3Ok1Aq3ra0tfOYzn0E+n8fbb7+NP/mTP8HS0hJ+9rOf4Xvf+x7ef/99BINBXL9+Hf+fvTeLkeQ6rwZP7lvtW1fXvnSzye7qblazm+yNbb9IHj0IMn8I0stIsscDzYMkeBn88Eiy/EMmaEr2A0VqBI7wQyNp8MOWR6AIaQyYsC2jm6JEmqS4L01WZuRWlZWVlVW5VEZukRExD6UbjMyMzMol9ooDFNiVzKx7I/JGxHfu+b7znT17Fo8//riwKX8U5ubm8K1vfQunTp0CAPz4xz/Gpz71Kbz++us4d+6c5GeGhobwwQcf1L12HMkZYBE0Q0Fqd1wNgkb6S0UiETAMg6WlJVy+fLmOiGitYJG5aLXb1Wp8nueRTCZBURQqlQqWlpbwwAMPyP4QNoOCJjZJmZiYaJsue5wIWq1WQyQSQTgchtvtxtTUFCqVClKpFMLhMKrVKjweDwYGBgRH14ODA00aofYLvRKFo2DUeRMYTXVyOBwYHBzE4OCg8Nrzzz+PCxcuwOFwoFAoCM2C4/E4yuWyQNzIpkYrIwUtYRYFzUwmIUZV0KTQrmXAwMAAHnroIWxvb+PP/uzPcPnyZQCHJQYbGxt499138d5773VVhvHJT36y7vfHHnsMTz/9NF566aWWBM1ms2F6errjMcwMc6y6YwwlCVqtVkM8Hkc0GoXD4cDy8nLL/lJapVqKxwc6cylSAna7HTabTSAr4qbJHMcJTZOVemgZWUErFougKAqJRAJTU1O4du1aXeCl1LjdQu30QZZlwXEcXnvtNfh8Ppw7dw7j4+NgGEboWQWgrp9OIpFAuVzG66+/jlqtJumWp5fGwo0wEkEwG4xG0KTA87xgitB4/5Cqx2llpECuFS2ULLMQG7OkOHIcZ5rvBIDwTGgFjuOQz+frrP/dbjfOnTvXklB1CpZl8dOf/hQ0TePatWst31coFLC4uAiWZXH//ffj0Ucfxfr6el9jGxUWQTM4XC4XaJqW9W+K+3AFAgHcd999mJqaavsA19pN0m63w263a67iEWUjEonA4XBgdXUVJ0+eVDwgNqKCVigUQFEUkskkpqencf369aYalHbjmlVBI6mM4XAYHMdhdXUVy8vLLdMXxbbMDMOgXC7j3nvvRaVSqXPL29vbA03T4Hm+KRiVw+b8uMPI584MPcTakUypehzgMGAV95wSO+CJrct76TnVC8yioJnJ7ASAqRS0dseSy+XA87ysjarffvttXLt2DeVyGQMDA3j22Wdx9uxZyffee++9+NGPfoTz588jn8/jySefxI0bN/Dmm2/i9OnTss3JKDDHqjsmkHr4yKmgFYtFhMNhbG1tCRbmo6OjHQUeWqc4kjloZbVPitN/+9vfqtqbi8BICtrBwQFCoRBSqRRmZmZw8+bNtrt6UtAq3VDJMYliHQ6H4fV6sba2hvfeew8jIyNdrSMSqHq9Xni9XoyPj9f9P2Jz3tifSuyWJ04DU7N2x+ipgkaG0QlmL+TG6XRKOuAR63KSKtmq55T4OpEjiDcTsTGD6kRiGjN8J8Dhum63TrPZLOx2e9dtftrhzJkzeOONN5DNZvHMM8/gC1/4Au7cuSNJ0q5evYqrV68Kv9+4cQOXLl3Cd7/7XTz11FOyzckosAiawSFHamE+nwdFUUilUjhx4kRHKWZKzKNfaEESxU6DPM9jdXUVKysrqgc7WiponQZHuVwOoVAI6XS6b/dKrRQ0JQiEFDGbnJyEzWbD3bt368Y8al0dlYbZrrGw2C0vk8lgc3MTpVKpLgVMHJDKrSQYnSAYGRzHmeL8y3UMrazLGYapU9x2dnYE4ubxeCQVt26Im5kUNDMQNFJ/ZuRrQ4xOFLTh4WFZ16Db7RZMQi5fvoxXXnkFTz75JL7//e8f+Vm73Y4rV65gY2NDtvkYCRZBMxDkVNB4nhfs3rPZLGZnZ3tSMgj0oqCpNQexocX4+DguX76Mu3fvIhAIaHIzV7NhtBjkIdwusMhkMgiFQshkMpifn8etW7f6dmUyQ4qjmJj5fD6cP38eExMTdetHSrVrt756JZHt3PLEaZK7u7uIRCKoVCp1AamYuPUTmBmd6BgZRg5CybpRmty4XC6MjIxINgsmahtN00gmk6BpGgzDCAY+jcRN6jqxCJq+YCYHR6C9SQgAVXqg8TyPSqXS8XvfeOONY9s42yJoBke3tV88z2NnZwcURaFUKmFhYQEXL17s28lK6xo04COrfSUhrpuamprC1atXhXQArVQs4KP6N7VBggkp98r9/X2EQiHkcjnZ2woYWUGr1WpCjZnf75ckZgRaN6p2OByStTtiJaFQKGB7exuFQgG1Wg0+n6+JuPn9flMEnu1gBoJjVJB7gVbfgcvlwujoaFPtjtjAh5j40DSNWq0Gr9fbVAtqlhRHsxhrmMnBEehMQes2pb4dvva1r+ETn/gE5ufncXBwgJ/85Ce4ffs2nnvuOQDA5z//eczOzuLxxx8HAHzzm9/E1atXcfr0aeTzeTz11FN444038L3vfU+W+RgN5ll5xwD9KGgsy2JrawuRSAQcx2FpaQlzc3Oy3Xy0IgiNc1CKoOVyOVAUhd3dXczMzODGjRtNdrNqEMRW0EpBI8EECZAa+70tLi7i/vvvl93K2og1aI3E7MKFCy2JGYFeG1VLKQk8z9cFpIVCAfF4HDRNg+O4lo6S5PiNTHCMDqO7OKqloHULsYEPQeN10kjc7t69i6GhoTryZrSWGZaCpj9wHHck4cxkMrIqaDs7O/jc5z6H7e1tDA8P48KFC3juuefwsY99DMBh42zxNZvNZvHFL34RyWQSw8PDWF9fx/PPP48HH3xQtjkZCRZBMzhcLpdw4UndSBiGQSwWQzQaFXKBp6enZX+QOZ1OFAoFWf9mL3OQk6TwPI9MJgOKopDJZDA3N9c2PU9LkxKt1DubzSa4Z6ZSKYRCIRSLRcX6vREYKcWxVqshGo0iEol0TMwIeiFcWqkhNpsNHo8HHo+nzqaZ53mUy2WBtNE0jd3dXdA0DZvNJgSh1WoV+Xweg4OD8Hg8hiIMRlegjE7QtFbQukG76+TXv/41FhcXwfO80ICbpmmwLAufz9eUKqlHZZrnedMogWYhmkBnjpRypzj+4Ac/aPv/b9++Xff7E088gSeeeEK28Y0Oi6AZCFIPH3KxkQa1BOVyGZFIBPF4HENDQ23TqOSAHlIc5VLQpFSgTtLztExx1GpsEtiRvlvLy8uYn59XPC3ECAqamJgFAgFcvHgR4+PjXV2D3Y6pdq+2TmCz2eDz+eDz+TAxMSG8znFcnaMky7LY3t5GNBo1RFNhM8HoBI3M38jHQK71kZGROpMuUrMjVtz29/cFZVqcUqwH4kbuV2YgNlr1VVUCpH9mu3WRz+cVr0Gz0DnMsfKOMex2OxwOBxiGgdfrRaFQQDgcxvb2NiYmJnDlyhVVLjgzmITwPI9kMgmKolCpVLC0tITLly93fIPWMsVRbYLGcRySySRCoRBYlsXk5CTuuece1R7KWtagHRXMykHMCLSuQVMSYlv/qakp7O/vY2FhAePj43UW5+KmwsTivJG46SGIMjI5MDpBM7oLJYGUSUi7lhlEmRY34Ca9DsUpxeRHjSb15DlkBoJmJgWNkM1210kmk5G1B5qF/qD9U81C33C5XMhkMtjY2EA6ncbJkye7avorB/Ris99LHRzHcUgkEqAop6VF7gAAIABJREFUChzHYXl5GXNzc13fmLWsw+ulH1kvEJ8rnuexsrICiqIwNTWl6oNMi5o7Eti0CmZJOnEkEsHAwADuv/9+jI2N9RU46rUGTSnwPA+Hw4HBwcGmVh+kqTAhbjs7OygUCsLmVCNxM1rdjpYwOkEzS6PtblwcWynTrVKKi8ViE3GTqgXtF+S+bPTvAzCXgtbJseTzeSwtLakzIQtHwhwr75ig8QZKUvEYhsHdu3exsLAgi4V5L9BDimO3ClatVsPm5iYikQgcDgdWV1dx8uTJnh8sWitoSo7NcRw2NzdBURTsdnvduYpGo5qRJTVtqcn11zgmwzCCYjY4OCgLMROPKWWz34qEGZ2gtUOrpsLEcIEEo1tbWygUCnXpX2LipoSKYHSCAxhbATSDgkau2343FdoRN5JSTH7EtaCtFLduzytxcDT69wEckk2l6qjVxlEW+8BhDZqloOkHFkEzGGw2G1iWFVLxqtUqXC4XVlZWsLCwoNm8jJTiKFY6fD4f7r33Xpw4caLvB4rWJiFKKGgsywq9ulwuF86cOYPp6em6c6WWeieGFgRNrKABzcRsfX1dNmJG0C3hUqqZthrolVy2csojdTuEuKXTadA0DQBCMCombl6v1xRBZS8wOsExg4JG7qFKHUe7JvVi4lYoFLCzs4NisSh8pjGluN21YhaDEABC2xAzoBMFzSJo+oJF0AyGaDQqqBhLS0uYnZ3Fm2++qXqA3Ain09nWTVKtObQjSJVKBZFIBLFYDENDQ33VBknBTCYhxBI+EonA6/Xivvvua0litUw3VHPdkzErlUoTMRPXhsg9plFcHPWEdnU7YmOSg4MDJJNJFIvFupo4EpAODAzA5XJ17LhpZBh5/kYnmIDyBK0VxOu+cT5i4tZ4rUgpbl6v11R1W2bqg3YUQeN5HrlcrilDwYJ2MMfKO0aoVqtNKkanvdCUBJHOtewb0kpBK5VKCIfD2NzcxPj4OC5fvqzILpHWKY5ykCSxuuj3+7G2tobJycm2wY/WCppaIN/tiy++KPRoUYqYEZjZJKQRagTY7VQEsTFJJpNBPB5HuVyGy+WSNCYxS+oTYHxSbwYFjdy/9UI02xG3YrEoELd8Po/t7W2USiXY7Xa43W5hg4983mhtMwjM1AeNYZgjyWYul6tr/WBBW1gEzWC45557moJSPdR/2e12oR+Wx+PRZA6NBK1QKICiKCSTSUxNTeHq1asYGhpSdHytUxx7rYWpVquIRqOIRqMYHBzsSl3USkHrt3F0p2AYBpFIBNFoFABw7tw5zMzMKD4ucLwIGqAdUbDb7RgYGGgyVqrVanXELZVKgaZpVKtVeDwegbgVCgVDqwdGr6FTM9VZKZBj0Pv30OpaIcQtkUgglUohm81ia2sLpVIJDoejSZ0mbTP0fLzHSUEDDgmaleKoH5hj5R0jSN3MXC6XUFuhJbSuQyPj53I5UBSF3d1dzMzM4MaNG027gEpA6xRHoPsHijjtc2RkBJcuXep6B00LBQ1Q3mpfTFqHhoZw6dIl/Pa3v1WU5DfCDH3QjAyn04mhoaGm75xhGIG00TSNYrGIfD6PZDIpaUyix4bCYhidoBl9/oDxSaaYuNE0jQsXLgA4fCaJFTexOk36HTb+6IW4mUlBO2rzvFgsolKpWARNR7AImgmgB4t7refB87zQ7Pbll1/G3Nyc6o6WWhLUbglauVxGOBxGPB7H+Ph4X/3ytFDQyLhKELRqtSooZo2kVW0CdJxs9vUQkHUKl8uF0dHRumDGbrdjYWGhjrhJ9aVqdJTUw3EbneAYndwA5jgG4CMXR4JWbTNYlm1qvt2YVixF3NSE2RS0dmnZ2WwWACyCpiOYY+Udc+ihBo3MQ22CwvM8dnd3QVEUCoUCAOD69euqKGaNIAqaFsEOSY05iiiVSiVQFIWtrS1MTk7KkvZpFgWtkZhJ1Sqq3SC7FeFqtcaMTNAAY9dC2e12eDweeDweyYbCYuImdslrJG0DAwOqKwhmIGhGnj/QTGyMik5dHB0Oh6Q6TdKKxZscpFG9FHEjRj5KHYsZvhPg6BTHXC5nutpao8MiaAZDqxRHPRA0NRUknueFVgOVSgVLS0t44IEH8Mtf/lJTkxKe5zULdtqlWNI0DYqisL29jRMnTuDatWtNO5q9wugKWifETO4xO8Vxq0EzKtqdc3FfKil7c0LccrmcULNDUr8aiZtSwZPRCZrR5w+YR0Hrl9S0SismjerJTzqdFoib2+2WVNz6uV44jgPHcaZS0NodSyaTwfDwsOGvIzPBHCvvmEMPJiGAOimOHMdha2sL4XAYHMdhZWUFs7OzwgNBaydF4PBGqHYqBhm/kSgVCgWEQiHs7OxgenpakXo8rc55v2SpWq0iHA4jFothdHS0I3dPtYxJeh3PyATNyHPvBa1c8kjNDiFuYgWBBKLiNgB+v1+WINLIgZkZyI1Z+ocppTq1alTPMExLI5/G64X8dHK9kGepWRS0o1wcc7kcRkZGDH0fMBssgmYw6FlBU5Io1mo1bG5uIhwOw+l0YnV1FSdPnmx6oGlZB0bmoodeaPl8HqFQSDBKuXnzJvx+vyLjGk1BayRm3dTfqd0I+jgRNAuHaFWzQxQEEogmk0nQNA2GYeD1epvUtm6MSYyuQJnBZt8MJBM4fP6pmSbncrlaEjex4ia+XogDa+OPmMDUajXYbDZTfCfA0QpaNpvtuQ7dgjKwCJoJ4HK5NG8SDSijoIn7cvl8Ppw9exZTU1MtgwktCZrNZtOcIObzeUSjUaTTaczNzeHhhx+Gz+dTdFyj1KD1Q8x6HbNfdEt+jUzQjE4QlJ5/KwWhWq3W1bdtbm6CpmlwHAefz9dE3KSMScxA0Iw8f8A8BE0vtXQulwsjIyNN9/hqtdqSuHm9XuFacTgcwv1eD8fTDzpJ17QImv5gETSDQeohRC46hmE0J2jFYlGWvyW2fx8eHu64L5fWVv9aWe1nMhmUy2VsbGxgYWEBv/d7v6daPzotFbROxhWvpbGxsb4cK9UmQI3j2Wy2tteAkQkaYGyTEK3gdrsxNjZW1x6D53lUKpU64ra7uyvcn/1+fx1xIz0UjQozkBszEAFA/8Yabrcbbre7KZ1dTNwKhQL29vbAsizu3LlTR9zECrWej1MMEhN1kuJoQT+wCJoJYLfb4XA4hB0grSAHOSoWi4hEItjc3MT4+HhHdUFyz6EfqFmPxfM89vf3EQqFkMvl4HK5sLS0hKWlJVXGJ9CrglapVIRWAv0Ss07HlBtWiqOFXmCz2eD1euH1ejExMSG8ToxJSCCaz+exvb2NSqWCt956S+hj1egoqXeYxcXR6CQTMG4tXSNxS6fTCAaDWF9fr1PcEokEaJpGrVYTeh6Kf/RI3Gq1mhAntoKloOkPFkEzCfRgFNJPLVyhUABFUUgmk325DGppEgIcEkSl1SSe55FOpxEKhUDTNBYXF7G+vo633npLkyBFbzVojcTswQcfbEoLk3tMpXCcXByNHmAbAa2MSX71q1/h1KlTsNlsLXtSiY1JOjVaUAtmqEEzKrFphN4VtE5BeqCR1hmNCnVjanEmkwFN02BZVuh52EjctPp+j6o/Aw4VtOXlZZVmZKET6OcOa6EjtApi9GAU0ot6lcvlQFGUYGbRr8ugGgSpHZRMceR5HqlUCqFQCKVSCcvLy1hYWBBuvFopWXpR0CqVCiiKwubmpuzEjMBqVK0sjDp3M9RABQKBI63NU6kUwuEwqtUqPB6PpDGJFsG5paDpB2YhaO1Ijc1ma9nzsFKpNKVKFotFoSZUC+J2lIMjYKU46hEWQTMgpIIwNSzuj0KnBI2k5lEUhWw2i7m5Ody6dUuW9EytUxyVGF/c861arWJ5eRlzc3NNN1wt7e61IMWEGJbLZUExm5iYUISYERhBQQPMQRgsqIdW66WdMUmrtC+xekAInM/nUzQINYOCZhaCdpxr6cSpxVLN6sXXzN7eHmiaBs/zkoqbnNdMJwpaNpvtqpzEgvKwCJpJoAcF7ag0S57nsbu7C4qiUCgUsLi4iIsXL8pa46A1UZVTQeM4Dtvb26AoCizLNvV8kxr7OCloYkVxYmICDz30kGLEjMAINWiAMQma0eZrNnRz/qWMFhrTvoh6QILQRpOFQCAAr9cry/duBlJghmMAjoeC1i3EzerFNaGEuEmZ+TQSN/FmR7fXTKcpjpaCpi9YBM2AkNpV1wNBI+pRY3DIcRySySTC4TAqlQqWl5dx+fJlRWoYnE4nSqWS7H+3U8ihYnEch0QiAYqiwPO8QMyO2k3TykFSbQWNKGbJZBI+nw9Xr15tSs1SClq7OHbyfsDYqYIW1IcchL5d2pfYmKRQKGBnZwfFYrGuJk4chLrd7q7mYxYFTc3+YUrBLARNjeMQE7fJyUnh9cZrhhA3mqZhs9laKm6trpmjCBrP88hms3V1dha0h0XQTAI9mIQ4nU7wPC8U13Ich62tLYTDYfA8j+Xl5bYKkFxz0DrFsVeywrIstra2QFEUHA5Hy2bcreBwOFCtVnsaux+opaCVy2WhxmxychInT56Ey+VSjZwB2vRBOy4EzcgKmhEVSzGUnD8JKP1+f10QynEcisWiEIBms1lsbW2hVCrB6XQ21bcFAoGWBMYsNWhmITZGJ8vAIalRq1VNI9pdM602O2w2m2Tzba/Xi1qtdiT5z+VyVoqjzmARNANC6kHkcrlA07QGs/kIZIemUqlgc3MT4XAYLpcLp06dwvT0tCo3ba1dHEm7g27Asizi8bhwvs6cOYPp6emuAw6tFTSlgrxGYkYcPj/88EPVVWM91KAVi0UwDIOBgYGma8rIBM2CdtCCYNrtdsHWXwyWZeuUg3Q6jWg0ikqlArfbLUnczKKgmeEYeJ43DdHU23G0cmEVE7dCoSC0zyiVSrDb7bDb7XC73YhGo8I14/F4hGueZVkcHBxYKY46g0XQTAKta6+Aw4vcZrPhxRdfhN/vx9mzZzE1NaXqg18PLo6dpljWajXEYjFEIhF4vd6+z5dWBI08xOQO8loRMwK1yRKgTYojOcaDgwOEQiGkUinhdXHD4YGBAfh8PtXmpgQsYqkN9HTeHQ4HhoaGmpRxhmHqiFsymQRN02AYBna7Xfi32FHSSITHDMoTef7ojdj0ApIJZASIidvU1JTwOlGp7969C4fDIRC3YrGIX/ziF3jxxRdx6tQprKysYGJiAqVSSZbn+NNPP42nn34akUgEAHDu3Dn89V//NT7xiU+0/MwzzzyDb3zjGwiFQlhdXcVjjz2GRx55pK95GB3GWH0W6tBKQdOKoJXLZUSjUcRiMQDAqVOnsLi4qEnKiRFSHBmGQTQaRTQaRSAQwPnz5zExMdH3+dJSQQPk2wEulUoIh8PY3NzE1NRUy554WhA0LVIca7Ua3nzzTezs7GBubg7Xr18X0lnFhgw7OzuCiv7GG29gcHCwjrzpvb7F6ClqRgUhZ3o//y6XCyMjI3W7/DzPg2EYvPXWW/B6vahWq0I/KrKBIYfJghowi4IGmIOg1Wo1wx8HUamdTicmJycxOzsL4JB8njhxAmtra3jvvffwyiuvgKZpnDt3DkNDQzh79izOnTuHtbU14b/T09Mdjzs3N4dvfetbOHXqFADgxz/+MT71qU/h9ddfx7lz55re/+KLL+Kzn/0sHn30UTzyyCN49tln8ZnPfAYvvPACHnroIXlOhgFhETSTQIsatGKxiHA4jK2tLYyPj+Py5ct49913EQgENHsAak3Q2pGkarWKSCSCWCyGwcFB3H///RgbG5PtXGmtoPW741gqlUBRFLa2ttoSMwKtFDS1xqRpGrFYDIVCASMjI3j44Yfh8/nAsiwYhpEsLmdZFnfu3MH09DQqlQr29vaa0sPEpE2rvlWtoCclpxsYuQbNKARNCjabDW63Gw6HA2NjY5iZmQFQb2tONjHEJgtSxiTilC8tYAaCRlRAI66lRhhJQTsKjSYhDocD586dE8jSq6++is985jNIp9P44IMP8O677+Ldd9/FL3/5Szz11FOYnJzESy+91PF4n/zkJ+t+f+yxx/D000/jpZdekiRo3/nOd/Cxj30MX/3qVwEAX/3qV3Hnzh185zvfwT/+4z/2csimgDlWnwVVFbRCoQCKopBMJnHixIm6QFrrVEutCZrU+JVKRejTNTIygkuXLinilqQVQRPnsfeCbokZgVYKmtLnuFgsIhQKYXt7G6OjowgEAlhbW+vos4RsTUxM1KU7kvQwEqwmEgkUCgWheaqYtOlZZbAgP4xM0Agaa9Ba2Zq3qtUpFotwOByS9W1ytoFpBzOYhJghTZPADAoawVEujsRi3+fzYX19Hevr602f7xUsy+KnP/0paJrGtWvXJN/z4osv4s///M/rXvuDP/gDfOc73+l5XDPAImgGRKuGokoTo1wuB4qisLu7i5mZGdy4caOpWFUPBInjOM12I8UkSVxDNT4+jitXrihahKtVw2ibzdaTk2OpVEIoFEIikcDU1BSuX7/eZBjQDmZLcRQT1enpady4cUOoHxDjKJWpVRsOqfSwSqWCQqEgELdUKtVkfy4mb0oGq0YmCEaGGQhap/f7VrU6LMsKjpKFQgH7+/uIx+Mol8twuVxNGxiBQEB2dcUsCppZSI3ZFLR2Ke7ZbBbDw8Mt7wG9nIe3334b165dQ7lcxsDAAJ599lmcPXtW8r1ks1+MEydOIJlMdj2umWCO1WcBLpcLHMfJfoPkeR77+/ugKArZbBbz8/O4desWvF5vy3lonWIIHN6Q1Nr5bBy/Wq3inXfeQSKRwOTkpGp9urQ0SOmGHBaLRVAUhUQigRMnTnRNzHoZUy4okeIoJvKNRJUUbTeiHUnrNNC22Wzwer3wer1NKoM4WM1kMkKw6na7m0hbIBCQ7Z5j1BRHwNgEBzD2/PtNMXU4HBgcHGxS7mu1WpOlOU3TqFar8Hq9TZsY/aQMm0F9MhNBO04KWiaTkX3z+MyZM3jjjTeQzWbxzDPP4Atf+ALu3LnTkqQ1Xr9GThuXCxZBMyBamYQAh6lMctxUeJ7H7u4uQqEQisUiFhYWcPHixSNJj9YpjloSNJqmEQ6HUa1WwbJsx6l6ckErBQ3orBeaXMSMQCsFTS4SUalUQFEU4vG4pEtlr+P16zQptj8X72qSYJWobclkEoVCAbVaTTJN0u/3H5sHrJGJ5XFS0LqF0+nE8PAwhoeH616vVqt1xG1raws0TaNWq7U0JjlqfpaCph+QdgFmUNBYlgXHcW2PJZ/Py07Q3G63YBJy+fJlvPLKK3jyySfx/e9/v+m909PTTWpZKpVqUtWOG4y/+iwAOAyqSA+uVupWJ+A4DslkEhRFgWEYLC0tYX5+vuMbldYpjjabTXUl6eDgABRFYWdnB5OTk7DZbLh48aJq4xOQ9Eqtehq1OudyEzPxmEZMcaxWqwIxGx8fb6uw9kK2lGoFIBWs8jzf5CaZTqdRLBYBoGWapNT6VLuFgYVDmIGgqX3Pc7vdcLvddY19ScqwmLjt7e2BpmnwPC9pTOL1eoV5WwRNPyAxjJmOpV0Ml81mFW9STa4PKVy7dg3/9m//VleH9q//+q+4fv26onPSOyyCZkC0ehD1k17IcRy2trYQDofB8zyWl5cxOzvb9Q3K5XKhXC73NAe5oBZJzOfzCIVC2N3dxezsLG7evAm73Y6dnR1NHrZK9SPrdOxG4iI2u5ienpaNmBEYrQ9atVpFOBxGLBbD2NgYHnzwwaadeTnGU5Po2Gw2eDweeDwejI+PC683mjFks1lsbW2hVCrB5XJJpkla0AZmIMUcx2lOMMUpw+Jrgef5umuBpEo21nqSZsEul6vlJobeYQajE+Cjnq5GJ8zAIUEjzapbIZvN1qW594uvfe1r+MQnPoH5+XkcHBzgJz/5CW7fvo3nnnsOAPD5z38es7OzePzxxwEAf/qnf4pbt27h29/+Nj71qU/h5z//Of793/8dL7zwgmxzMiIsgmZQtDIC6Da9sFarIR6PIxKJwOVy4dSpU5ienu75xqS1gqbGHLLZLEKhEPb29ppq8si4WtQTaJneKSZLjcRMykxGDvRiTNIveiGFDMMgEokgEolgdHS0K7MYqZq3owI3PShR7cwYxGmSqVRKUOsdDgfcbjd4nq9LkzRKkGTEgBowj4Km13Vis9ng9/vh9/vrWmI01noCQDgcxvvvvy9sYjQak+i9l6EZ6uiAj+rPjHxNEBxVfwYcGsCRdEQ5sLOzg8997nPY3t7G8PAwLly4gOeeew4f+9jHAACxWKxunVy/fh0/+clP8Fd/9Vf4xje+gdXVVfzTP/3Tse6BBlgEzVTopv6rWq0iFoshGo3C7/fj7NmzmJqa6vuGpHUNGpmDEgRtf38foVAI2WwWCwsLWFtbg8fjqXuPuCeY2g9TMrbapIWMXSwW8fbbbytOzAj0nuJIGpJHIhEMDw/j8uXLXaeRaFGDpiQcDgeGhoaaUjqr1Sref/99cBwn3JsaU8PEipvWPasaodfz3QnMQNCMmB4orvWcmJhANBrFlStXYLfb69Ikd3d3hdpmj8cjSdz0olqZJcXxODk4AvKnOP7gBz9o+/9v377d9NqnP/1pfPrTn5ZtDmaAOVagBQCdKWjlchnRaBSxWAzDw8OyN0vW2sUROAwC5ZoDz/PY29tDKBTCwcHBkWYpxHJei3NAUjLUHpsEE5lMpmX7BSWg10bVtVpNIGYDAwN99b2TIltGUNC6hdvthsfjgcvlwurqKoDm1DBxzyqn0ymZJql3hUGPMINbmtGPgdxTSC251CZGYy/D7e3tOpMeKUdJtUmrWQiamRwcGYbpSEFTugbNQvewCJpB0W2KY7FYRDgcxtbWFiYmJhTryWWWFEee55FOpxEMBlEsFrG4uIhLly51FABq1TCajK0WaaFpGqFQCMlkEm63G8vLy7jnnntUGRvQn4sjSRemKAqBQECWzY9ebP2NSNCAZuLZKjWM9Kwi9TzpdBqRSERQGMSkbWBgwFBpklrA6OQGMKaCJgZ5XrQ7hla9DImjJCFu8XgcNE2D47iWjpJKfd9mIWhmU9DaHQvP80Kjagv6gjlWoAUA0urVwcEBwuGw0AhQaet3o6c48jyPVCqFUCiEcrmMpaUlLCwsdHWz1kpBI2MrTQ7FxOzkyZO4efMmNjY2VH8wE4KmZoApRQpZlhWImc/nw4ULFzAxMSHLnFqRrXZ/26gEDegsVbBVzyqGYercJDc3N5sCVTF5EzvoyQGjkhwzEDSjHwMxOen2GMQmPWKVnud5lMvlOuK2u7sLmqZhs9m6clft9ji06D8qN8ykoHVag9ZrlocF5WARNIOiVS80mqYBHOYUUxSFdDotOAz6/X7F5+VyuTSzeifoxWaf53kkk0mEQiEwDIPl5WXMz8/3dJPWsmG0kgStUCggFAphZ2cHMzMzdWtKK8MOQN3gTKxosSyLzc1NUBQFj8eDtbU1oc2CXOjlGI1M0PqBy+XC6Ohok/W5OFCVctBrVNyOY5qkkckNz/O6NgnpBHIrgDabDT6fDz6fr6kJvThtOJfLIZFISKYNk59uCJeloOkPnSho2WzWUtB0CHOsQAsADoNkmqbxyiuvIJvNNjkMqgFyI+ikMFXJObTqt9EIjuOwvb0NiqLAsixWVlZ6ai8ghtYpjnKP3Y6YEWjRJJsENGqmNxEFLRaLgaIouFwu2Qx2pED+5nEgaEqdv1aBqjhNcn9/H7FYDJVKBW63WzJNst09wYjnm8AM6hNgbJKplj19O3dVcj3QNI29vT1Eo1HhepAiblJBv9lcHM2Ao2IxUsdoKWj6g0XQDArxw4jneezu7iIWi6FUKmFlZaWtkYWSIDc1hmE0JWhESWwF0veNoijYbDasrKxgZmZGloeLlnV4chK0ToiZEuN2CjFBUwMcxyGdTqNcLiMWi+Hee+/FiRMnFA0Me2lia1SCBqhHdMQOemI0GjEkEgnQNI1arVaXJqlGPY9aMDpBI2vGyMRA6xq6VmnDtVqt7nrY2dlBoVAAwzDwer1NxM0sxMZsClq77KlcLgcAloKmQ5hjBR5TcByHZDIp9BEidS+nT5/WbE42m01zJ8d2NWAkLS0cDsPhcOD06dN99X1rNb6RFbRCoYBgMIhUKnUkMSOw2+2oVqt9jdst1CJoRGUNBoPgeR4OhwM3btxQJagVpzh2CqMSND2QhFZGDJVKpS5NsrGep1qtwm63w+/3C/U8RoER14oYZlDQ9Ko8OZ1ODA8PY3h4uO71RmOSra0tFAoFsCyLcrmMdDpdR9x8Pp8uj68VarVaUwsdo+IoF8dsNovBwUHTEFIzwfpGDIpMJoPXXnsNALC8vIzZ2VkcHBwgnU5rPDPtnRylxhc35Ha73YqqH0YlaAcHBwiFQkilUpidncXDDz8Mn8/X8bhaWN734nLYKXieF4gZAJw6dQqDg4N4+eWXVa15I3Pp5jNGD7r1BJvNBq/XC6/Xi/HxceF1Us9TKBRAURRKpRLu3r2LcrkMl8vVlCapp35VYlgKmvbQWkHrFm63G263u6ne86WXXhI2PGmaRjqdFrJZGo16AoGA7EY9csFsCtpRBM1Sz/QJc6zAYwi/39+k/ujBQZHMQy8ETdyTyufz4dy5c7IbObQbX230QtD6IWYEWljek3HlJsPEMCYYDILjOKyurgrpr4VCQdXjPG4EzUjzFtfzbG9vY3JyErOzs01pYclkEjRNg2EYoV9VY5qklsG50QmaGRQ0oxE0KZD7zujoaJMCLTYmOTg4wPb2NkqlUt01JN7QcLlcmn6fZknVBDojaMPDw4a+fswKi6AZFF6vFzMzM3WvuVwucBynuZOS1kSREKSNjQ1Eo1EMDAzIan1+FLRU0LohLGJiNjc31xMxI9DqmOUkhjzPY2dnB8FgELVaDaurq5idna0LnNr1QVMC4hq0bj5jJKJDYNR5N0IqLYz0qxK3Adjdz4FyAAAgAElEQVTb26tTFxoVNzlszzuB0Qma0R0cAXMQNEDaxbFVP0OxUQ9N08hkMojH44ICLWVMolZd+3FS0Kwm1fqFOVbgMUQrm33gMOdYS4KmZQ1atVrF1tYWyuUyMpkM1tfX+24W3C26cZGUG50QpYODAwSDQezu7mJubk4Wp08tXBzJuP0SNGKys7GxgWq1ipWVFczPz0sGTISgqRXU9qKg9fJ+vcCo8waO7k1H+lWJ0ySJukBq2/L5PBKJBEqlEpxOp2SapNyBo9EJGukhZmSo5eKoNLqppWtl1FOr1eqIWyqVAk3TQiN6KeIm97kzi4LG83zHCpoF/cEiaCaC3W6Hw+EQHJa0ghYpfuVyGZFIBPF4HENDQwCAK1euaPLg1roGrZVZhxLETDyuVimOvY7L8zzS6TQ2NjZQLpcFYtbuwSw2JlHrAd6taqe2ymehd2IpVhcabc/FaZKpVArhcBjVarXJPY+0AehHgTEywbEUNH2A53lZ7otOpxNDQ0PCc5xA3Ii+0WHV5/PVkbaBgYG+UofNoqBxHAee59sqj9ls1lLQdArjr8BjilYPVK0dFAF1UxxLpRLC4TA2NzcxMTGBBx98ED6fD//xH/+h2a5kOxdJNcZuJIf5fB6hUEgRYkaglYLWCzHkeR57e3vY2NhAsVjEysoKFhYWOlorvSpa/aDb1D+jpgoamSTIDYfDIRmkNqZJZjIZFAoF8DwvmSbp8XiOPK+WgqY99Ori2A3I/V+pZ26rRvTia4L0cKNpuumaINdFJ8YkZlHQSBzS7lhyuZxlEqJTWATNwJAKxLSu/wIOb6RKp/gVi0VQFIVEIoGpqSlcvXpVCGZIwK7VTdbpdGqqoJHjz+fzCAaDSKfTijctN4qCtre3h2AwiEKhgOXlZSwsLHS1U6p27zXg+BA0wNgpjmrA7XZjbGysrqlsowlDoVBAMpkUTBjEpE1swiD+vJEJjqWg6QPknqjmM7dd6nC5XK4jbjs7OygWi0JrjEbiRmo+eZ43jYJGyl3ara1cLod77rlHxVlZ6BTGX4EW6uByuTQnaJ00iu4VxNI6mUxienoa169fb8pht9vtsNlsmvUy0TrFsVwu47XXXlOFmBHovQZtf38fwWAQ+Xwey8vLeOCBB3p6AGtF0I6DSYjRoRXJaWXCwLJsXS1POp1GNBpFpVKpq+VhWRYcxxmWJBh13mKY4RhYlhVan2gNm80Gn88Hn8/XZExCaj5pmkYul8PW1pZQ80kIG8/zKBQKcDqdqhmTKIGj6s8AS0HTMyyCZmBIBWJ6IWhyz0HsOHjy5EncuHEDgUCg7Ry0JElapDjmcjnE43Hk83ksLi6qQswI9KqgZTIZBINB5HI5LC4uYn19va8HrhYpjr3UlBmRoBmZWOpx3g6HA4ODgxgcHKx7XVzLQ9IkS6US7ty5U1fLQ9Ik9dqrisDoCiBgHoJGNkf1CrGtvxjizYx8Pg8A+PDDD1GpVOB2uyVrPo2gsHVC0Kw+aPqF/leYha6gB4ImZx1cLpcDRVHY3d3tqkeXlr3I1CaHuVwOwWAQe3t7GB8fx8DAAO677z7Vxge07YMmNW4ul8PGxgYymQwWFxdx8eJFuN1uRcdUCscpxdGC8mis5Ukmk9jc3MS5c+eajEmKxWJTryoSqMp1PfULM5AbjuN0cz57hdbtffqBeDNjeHgYiUQCN27cAMMwdSq0uKeh1+ttSpPs16xHbnRK0CyTEH3CImgmg15MQvqdQzabRSgUwt7eXk9pekZrFt0LCDHb39/H/Pw81tbWcHBwgPfff1/xsRtBjlnt3exGskTq7vb29rCwsIALFy7IHvh0m3Ko1HitzrVF0Cx0A1LDRVLCJiYmhP/X2Ktqf38fsVispbKghOV5J/PXs2rTCcxAMo1M0MQQ15+5XK6mnoYAmoxJNjc3QdM0OI5r6SipxRqt1WptM0Z4nkcul6urabWgH1gEzcBo1QtNqfqvTtFPiuP+/j5CoRCy2SwWFhawtrbWUx2ZHhQ0pQIHKWJGzlGxWNSsFgxQP1giBE3cQoAQeqXqD7VoVn0cFDSjzpvAqCSh3TXbrldVoylJoVBosjwnn1UyQLVcHPUBsxC0TszFWpn1VCqVOuK2u7uLYrEIAJKOkp24rPZ7LFYNmnFhETSTQQ8ujt2SI2J7HgqFcHBwIEtKmtYKGiB/LxWiKu7v77ckr1oZlIiPWc1Ag2VZbG1tYWNjQ7EWAo1QO8XR6oOmfxj5fPeyqeJ0OpuUBbHludiYhKZpwTlPKk2y3wDVcnHUB8xC0Hp9bttsNni9Xni93iYVmris0jSNfD6P7e1twWW1laOkHGAYpu2xMAwDmqatFEedwiJoBkYrBU1rguZyuTpyBeN5Hru7uwiFQigWi1haWsKlS5dkcU3SuhcZ0NnuVSfIZrMIBoPIZDJHqopaETTyPbMsq4rrFU3TgmI2NDTUcW2iHNAixfG4mIRY0AZynPtWlueNznnZbBabm5sol8twuVySaZLd3DfNQG6sY9AP5G7Pc5QxCSFu+/v7iMfjsl0X5FjaZZJks1kAsAiaTmERNJNBLzVowOHujNTNged57OzsIBQKoVKpYHl5GfPz87KqTVq6ONrtdlls5xuJWSf1VMRNUYtUQzWIS7FYRDAYRDKZxMzMDGZmZuB2u1UjZ4A2KY6N5/Xg4AB+v1+SDBs5VdCo8zYylL5XtApQSZokSZVMpVKgKKrJgEGcJilFAKwaNH3guCto3aKVy6r4uiBmPeFwGNVqFR6PR9KYpNV5r9Vqbd2us9ksPB4P/H6/rMdmQR5YBM3A0KuC5nA4JPuQ8TyP7e1t4SFMiJkSN3UtUxyB/pQsYg1P6vC6MbpQKr2yEyjZC03cmPzkyZO4efMm/H4/7t69q7p7pFYujmRjY2NjA6VSCRzHCYGsOJgFLKKjBYxKErQiOFJpkgCa0iRjsRhomgbP85Jpkmao3+I4zvDkxiwETW4FrVu0uy7ExC2RSICmadRqNfj9/rprIxAIwOfzHZnFQyz2jXrvMjssgmYy6KEGDahX8jiOQyKRAEVR4DgOKysrmJubU/Sh6nQ6USqVFPv7R6GXFEsxMeu1Dk9LgqZEL7RSqQSKorC1tYUTJ0409b+z2+2qE3EtFDTSbqJarWJ1dRWTk5NNCsTe3p4QyBIFWUzc9G7jbeQgwciEWG9zb2XAIE6TJHU8pA2Aw+HABx98ULfejdCnisBS0PQDvR6H2+2G2+2uS0cU131KPQdI9kW1WhWuDXFfw2w220QELegHxrmDWWhCKwWN4zjNbzJOpxOVSgWxWAzhcBg2mw0rKyuYmZlR5UGktYLWTYqlHMSMwGazwWazaVaHJhdBK5fLoCgKm5ubmJqawvXr15uc5OQes1OoWYO2t7eHQqGAg4MDnD59GvPz87Db7ahWq3C73fB4PHWBLMdx+PDDD1EqleB2u5HJZIS6Brfb3aS2BQIBXQWGeiMLxwFGSBG02Wzw+/1NqVgsy2JjYwM0TcNutyOVSoGm6bp0sMYGw3pa7wRmUAG1jjnkgly142qgVd0n2dB47bXX4Pf7USgUsLOzg2KxiMceewy5XA6nT5/G8PAwvF4vkskkpqen+7oPPP744/jZz36Gu3fvwufz4fr16/j2t7+NM2fOtPzMj370I/zxH/9x0+ulUklxsy8jwBir0ELHIDUpDMNodrNkWRYcx+Htt9+Gx+PB6dOnMT09reoDSGuC1kmKo5zEjMBmsymaatgOchiUVCoVUBSFeDyOyclJXLt2rSlHv3FMM6Y4ZrNZfPjhh8jn83C5XFhcXMTS0hKA9iTGbrfD7XaD53msrq4Kr9dqtbq0sUQigUKhAI7j6uyfSUCrtP2zFPROEo6CUedvBILWCg6HQzBUOH36tPA6SQcj613cp4qkg4nJm1hV0AJmUdCUam2iJsxwHGRDg+M4zM3NCc9QjuMwMjKC119/He+++y5ee+01hEIhzM7OYnR0FGtra3U/Fy5c6Fhhu3PnDr70pS/hypUrqNVq+PrXv46Pf/zjeO+999rWwQ0NDeGDDz6oe80iZ4ewCJrJQNI9tCAntVoN8Xgc4XAYLMtiZmYGZ8+e1ay+QWsFrdX4+/v7CAaDyOVyWFpakoWYNY5tNAWtWq0iHA4jFothfHwcV69exdDQ0JGfU9tRUekx8/k8NjY2sL+/j8XFRayvr+PNN9/sKniTMglxOp0YGRmp63fD8zzK5bJA3Eg/q2KxCKfTKQSw4kBW6U0fS0FTH0YmaIC0zX6rdDCy3gl5I6qC2O5cvFmhhiMtYA6CZoZjAI421jAKeJ5vUgPtdjvW19exvr4OAPj7v/97rK6u4oc//CHef/99vPPOO3jnnXfwi1/8An/7t3+LL3/5y/jLv/zLjsZ77rnn6n7/4Q9/iKmpKfz2t7/FrVu3Wn7OZrNhenq6hyM0PyyCZmC0eqiqbRTCMAxisRgikQj8fj/W1tawubkJv9+v2YNfK7v5duMTYpbP57G4uIj7779fkbogIylo1WoVkUgE0WgUY2NjePDBB7vKidcixVGJGrRCoYBgMIhUKtXUfLzb8Tp1cbTZbPD5fPD5fJicnBReZ1m2rgkxcVxlGEZoQiwOZJVsQmwUGJlYGp2gddqoutV65ziuqZYzGo2iUqlIpgW3c83r5xiMTm7MkuJopuMA0JFJiN/vxwMPPIAHHnig7v/382zN5XIAUJeCL4VCoYDFxUWwLIv7778fjz76qEAgjzssgmZwtNotV4OgVatVRKNRRKNRDA4O4uLFixgfH4fNZsPOzo5uFSw1IFYxSRNuQszW19cV3ZnVshdap+MyDINIJIJIJIKRkRFcuXKlTt3pFEZPcSwWiwiFQtje3sbMzIxko+1ubfP7tdl3OBwYGhqqUzAbmxAXCgXs7u4KtT9yqA9GJglGhtEJGs/zfQXUdrtd0u6cNPFtTAtmWVYyTbLXjQqe5y0XRx3BSDVo7UDij3bHksvl2qpXvW4a8DyPv/iLv8DNmzextrbW8n333nsvfvSjH+H8+fPI5/N48skncePGDbz55pt1KcvHFcZfhRaaoLSCVqlUEIlEEIvFMDIygvX1dYyNjdU9nLTux6Y1QXM6nSgUCvjP//xPHBwcYGlpSXFiRqAVQeuELNVqNYGYDQ0N4YEHHjhyh60djGoSIjZBmZ6eFtoGtBqvkXC1I2FK9EFr14S4WCwKpE2sPohNGo7qZUVgZCXKyDAyQetUQesWLpdLMi24UqnU1XOSjQqbzSa5UXFUlgRZ85aCpg+Y5TgI0Wx3beRyOdx3332yj/3lL38Zb731Fl544YW277t69SquXr0q/H7jxg1cunQJ3/3ud/HUU0/JPi+jwSJoBodUMKYUQSuXywiHw9jc3MTo6CguX77csgO90+lEsViUfQ6dghA0tXeHeZ7H/v4+UqkUGIbBysoKLl26pFotA6BPBa1WqwmOngMDA1hfX68L9PsZ00gpjtVqFRRFIRaLYXJysqU7pRjdEkI1G1Xb7XYhIBWDYZg6tS0ej6NQKAi9rBqJm95bAHQCo5IcMyhoapEbm80Gr9cLr9eLiYkJ4XWyUUEUN7F7qsvlknRPFbdEAYxP0MygAgLmUtCOOg6S4ignvvKVr+AXv/gFnn/+eczNzXX1WbvdjitXrmBjY0PWORkVxl+FFpogN0ErlUoCMZuYmOioTkgPChagXj8wQsyCwSAODg4wODgIr9eLU6dOKT52I7RI+2s1LsuyiMVioCgKfr+/Lg1WDmhF0LodU5zSOTo6ioceeqjjWjulatCUhMvlwujoaJNJA+llVSgUkM1msbm5KQSxpEXI9va2YrU+SkHr890PjE7QlFLQuoF4o+LEiRPC66RXIVHbkskkCoUCarWaUM9JUprL5TICgYDmx9IrzKI8meU4GIbpiKD1k8EiBs/z+MpXvoJnn30Wt2/fxvLyck9/44033sD58+dlmZPRYRE0g0PqZi4XOSoWi6AoColEAlNTU0danouhdYojucEqvRvG87xQY1YoFLC0tIRLly5hc3NTKJJVG3pQ0FiWRTweB0VR8Hq9uHDhAiYmJmQPPrRKcew0IG9UDtupznKM18v71YK4l9XU1JTwOgli4/E4crkcEokEaJoGy7JNpiRatQAwM4xO0NRU0LqF0+nE8PBw3WZMY3Nh8px49dVXAUBoe9GYJqn378gMxIbnedU2dZXGUbEPz/PI5/OyKWhf+tKX8A//8A/4+c9/jsHBQSSTSQDA8PAwfD4fAODzn/88Zmdn8fjjjwMAvvnNb+Lq1as4ffo08vk8nnrqKbzxxhv43ve+J8ucjA7jr0ILTXC5XH2lFxYKBVAUJTQv7CQNqxFaK2h2ux12u12xORBiFgwGQdM0lpaW8MADDwg3RC1dJLWsQWNZFtFoFBRFwe12Y21tDZOTk4oFF3pV0MQE1efz9aUc6jnFUQ6QIPbg4AAsy+LixYtNtT5iS3SHw9GUJhkIBEwRVGkBPROcTqAHBa0bNNZz0jSN/f19PPzwwyiVSoLils1msbW1hVKpVNf2Qpwmqac1b4Zm2xzH9W06oxeoneL49NNPAwB+//d/v+71H/7wh/ijP/ojAEAsFqtbI9lsFl/84heRTCYxPDyM9fV1PP/883jwwQdlmZPRoZ+r24Js6DXF8eDgAKFQCKlUCjMzM22NC46CWk6SR81BbqIiRcwuX77cdCPUkqBqQdA4jhOCCp/Ph/vuuw8nTpxQPHDSm0kIx3HY2tpCKBSC0+mUhaCaRUE7CuJz1KrWh2XZOlOSVCqFcDiMarUKr9craUqiVvBuJJIghqWgaQtisU/cUAOBQJ3CLG57QdM0UqkUKIoCwzDCmheTNr/fr/r5IMqT0YlNJ9b0RkEnCloul5M1xfEo3L59u+73J554Ak888YQs45sRxl+FxxxSD9ZuCVoul0MoFEI6ncbc3BwefvhhQZLuFVqnOALykiSe55FOpxEKhdoSM4LjoqBxHIdEIoFgMAiWZTE0NIQHH3xQtYBPi55vUmPyPI/t7W0Eg0EAwJkzZzA9PS3LeTguBA04+iHvcDgkLdEbWwCk02lJZz3yI7dpj1HPN2B8gmY0Ba0RR/VAk2p7AaAuTbJQKCAWi4GmacGIR0zalE4NJhtWRidotVpNIMtGR61Wa3ufy+fz4Diu65R7C+rBImgmRKfkKJPJIBQKIZPJYG5uTrIHU6/QykVRag79gBCzYDCIYrGI5eVlLCwsHLnDprWCVq1WFR2DmDmEQiEAwD333INSqYSDgwNVv2+tUhzJBgjP80ilUtjY2ECtVsOpU6cwMzMj6wO+FQltdW0ZlaD1s27cbjfGxsbqdoM5jqszJdnf30csFmtqQEx+tFAe9ACjEzSjK2i9pgZKrXlixENIWz6fx/b2NorFIpxOZxNpCwQCsmxWmIWgmUEFJKjVam3juWw2C5vN1rFZlQX1YRE0g6NbBY24DYZCIeRyOSwsLOD8+fPweDyyzsvpdGpecNsPSeqVmBGYVUETK0U8z+PUqVM4efIk7HY7IpGIZpb3agaZhDDt7u5iY2MDlUoFKysrmJ+fVyRQNHsNmhhyzlucMiZ21hM3IC4UCtjc3ARN0+A4rk55ELcAMDKB6QRGPj6zK2jdQGzEMzk5KbzemBqcTqcRiURQrVaFfoVi0hYIBLqak1laBdRqNdMQNIZh2noH5HI5DA0NmeZ4zQiLoJkQUvVfhHBQFIWDgwMsLi7i/vvvV6z/ECEyWvYU6YWg9UvMCMxG0Hiex87ODoLBYEulSItjJuOr2YOnVCohnU4jnU5jZWUFCwsLio59nFIc1UCrBsTlclkIYPP5PBKJBEqlElwul6QpSeN3blSSYClo2kJOgtYKrVKDSb9CsmEh3qzw+/1NipvX65VcK0QFNPI6AtRry6MGjoq9lOiBZkFemGMlHmO0UtA4jhNumru7uwiFQigWi4INvNKNk+12OxwOh+ZW+52Oz/M8dnd3EQwGUS6Xsby8jPn5+Z5v1lqmeMpJlBpT+FZWVjA3NycZUGjRf40EyWoQtFwuh42NDezv78Pn8+HatWuqPMyN2AetF2gZ3NlsNvh8Pvh8viblQay2iftYiQNYhmFQqVQMSXaMOGcxLAWtd7TqV1gul+vWPXFQJap0o+JmltRAMyloRxG0XC6HkZERQ187ZodF0EwIQr62trYQj8dRqVT6Jhy9QGsnx04UNLmJGYGaxEFq7H4Jmvi8kBS+ubm5tseilWEHAEWJ4cHBATY2NrC3t4eFhQWMjY0hk8modi31oqAZFXojllIGDeI+VuSHYRjcvXsXGxsbdcEr+dHzrrzRCZoZFDQ9kQLxZoXYQZXjuLo0SXFNp9PpBMdxdetfSmXWO46TgpbJZCwFTecwx0q0IIDjOKFBYDAYxOrq6pGBtVLQ2smxnc2+FDGTM1VNnOKp9rnvhyiJUzxLpZJQW9XJMWihoJHAUolxaZpGMBjEzs6O4G7q9XoRj8dVJRKNNWg2m61tQG1UBc0oaOxjBRyS+NXVVfh8Psk6n0Y7dNICQA/EwuhrRUsFSg4YZf52u11Yu2IwDINEIoF4PC64+tI03aQyk/+q2fqiW5hNQWuXKWWlOOofFkEzOMQBaiKRAEVR4HkeTqdTaI6rFbRuVu10OlGpVOpeIyl7oVAI5XK5KwLSDUgQrWXD6G7Q2N+NnJdudhO16kkm97ilUgmhUAiJRAInT55sajuh9nH2oqCp/T3IAb0GbZ3C4XBIBrDVarUuXYzYoQNoaUqiJsygoBl5/kYhaK3gcrng8/ng9Xpx5swZABAazYvX/e7ublPrC/HaV3vdS0HLmnk5wfN8xymOFvQL46/EYw6e5xGPxxEKhWC327G6uoqTJ0/iN7/5jWYmFQR6SnEUEzNxyqdSu2U2m00zo5Bux93f38fGxgYKhcKR/d3kHFcuyEWYKpUKKIpCPB7H1NQUbty4gUAg0PQ+tQnQcalBA4yr5rSbt9vthtvtbqrzKRaLQgCbzWaxubmJcrkMt9staUqiVBBvERxt0avNvp7QeAziRvPiTeLG1hfidd9oxkM2L9QkTGaqpQPaN9zOZrNWDzSdwyJoBofNZkM+n8c999yDkydPCg/abptVKwE9KGgMwwjug9VqVXFi1ji+FsffKVHKZDLY2NhAPp+XxTxGCwVNjnGr1SrC4TBisRjGx8dx7dq1JrezxvHUTnE8LgTtuICoCIFAAFNTU8LrtVqtTnVIJBIoFAqCq16j6iBH82GjEzSjz9/oBBPonNi0an0hXvc0TSOZTIKmaTAMI6QHN6ZJKnHOarVaXbaEUUHijnbfSS6Xw/z8vFpTstADLIJmApw/f74pQNUDQdOyBo3neRwcHCCXy+G9995TlZgRaK2gtQpcstksNjY2kM1msbS0hPX1dVlcPY2moNVqNUQiEUQiEQwPD+PKlSsdpXwYIcXRiLCI5eGmzvDwcF3zWClXvWQyKTQfbgxeu1UdLIKjLfRmEtIL+lWeWq17YsZD1v7e3p6QHiy1YdFvz0IzKWhOp7PtubBSHPUPi6CZFFobdADaKEikXxepMXM4HLh165YmN12t2gyQY20MvHK5HILBIPb397GwsICLFy/KmvdPiIvaAV+3hIllWcRiMVAUhUAggEuXLmFsbKzjz6ud4nicGlXLgf/5za9iwFVpet1p++gc1njpgL5Yc+P/ufCtrsdUcs23ctUTtwCgaRqpVAoURYFhGPh8PklTklZzNCpBU7tJvRLgOM7wdU9KEBspMx7g8DsXp0mKexaSDYvGVMlOz69ZatA6OQ7LJET/MP5KtCD5cNK6/ovMoVwuqzKWuJEywzBYWVnB4OAg3nzzTc12xNq5SCoJcrykLiCfzyMYDGJvbw/z8/NYW1uDx+NRbFy1d4Q7JWgcx2FzcxOhUAgejwcXLlzAxMRE18Gd2imOx6UGrdcg+/Nv/R/Cv/3OKgYaxGAxMWt8jRC1Gne4Xt12Fv/rO/8VAFBmDx+P/+Pi4z3NS2kc1QKAkLd0Oi2YMzTWtQ0MDBia4JB1bmQFjWVZXRhk9AM1lSebzQa/3w+/31+XHiy1YREOhwUX1UZjEr/f37RuzKSgtcuK4XneUtAMAIugmRQulwvFYlHzOSitIEkRM9JWgDSU1QpapjgCh4pZPB7H7u4u5ufncevWLUWIGQF52Kn9kDuKoBGH02AwCKfTifvuuw8nTpzoOSg1QoqjEQka0LlJyB+++t8w5K6A420ADr9Hr6MmEC0Cp51tqZY1vo+g8W/8l9/+NQDgZw/8TUdz0xKtVAdxDyuaprG3t4doNIpKpQKbzYZoNIpCodA2eNUjyHoxKsEEjJ+iCehDBZTasADQtGGRyWRA07RkXSfDMKYhaJ0oaN1kjlhQHxZBMwGkHk56qEFTMsWR53kkk0mEQiHUajWBmIkfdETB0mqHWKsUR5Kj/9prr2Fubg63bt2C1+tVfFyxgqYmWvV9I2skGAyC47gmI51+xrNMQrTBH77638Bydgx7qr8jZ4fwOpqvMzHpEkOKxBEUa81Kht95eB8lRO2g4sW/Xf9a95PXEO16WL366qsYHBwEwzDY3NxEoVAAz/NNaWJy1PjIDXKvMTLBMQNB07MK6Ha7MTY2VkdGSJpkY11nqVTCO++8g8HBwSbFTY46bbXQCUHL5/OWi6POYRE0k0IvBE3uOXRCzMTjA0fL/UpB7RRHmqYRCoWQTCZht9uxvr6OyclJ1cYnvd+0IGjiMUkT8o2NDVSrVZw6dQqzs7OyBUF6qEEzY6Pqdsf0yZe/+bt/2THsOUybLtYOr2m/kxHSEQnsNh7V3xExv7MKoJmYEdQ4h/B5u+2j80b+TYggIWrAIVlrJGp6Ii6dwuVyweFwYGJiQrhXNNb45HI5bG1toVQqweVySZqSaKU6WAqaPmC01EBxmqT4GXnnzh3ce++94DgONE0jneckorUAACAASURBVE4LSrPH45FMk9TjcTMM05agVSoVlEoli6DpHBZBMyn0YBIi5xx4nsf29jZCoRBYlm1LzAjIjVMrgqaWglYsFhEKhbC9vY2ZmRncvHkTL7/8siYpJ1qkdYoJ2t7eHj788EOUSiXFmpAbJcXRiLVFjcf58PN/hxFvCQBQYZ0YcFcEYgbUkyYCMckCDlWxdmqbmNxxvK3p8+T3TLnefttm4/HxFx8DXXHj71zXjzw2vaJxnbSq8ZGyQidp5CRVTEzevF6v4uuPXIdGW+diWARNH+B5HizLYmhoqMlqn2GYujRJcfuLRkOeQCDQ1pBHDRyloGUyGQCwatB0DougmQB6Ngnpl6A0ErPV1dWO1RDSLForoup0OlGpNLvJyYVSqYRQKIREIoHp6em6xspGs7zvBw6HAzRN4+WXX0Y+n8fy8jIWFxcVI6h6aFR9lIJmdDz8/N8BAHwuBpXfEagBd/211Ak5k0Kj2tYIQubsNh756kc1mw47B5b76L7jcdRQYZ0IeKr4Jm6DfuM3+PXv/9cjx9cbOiXyrazQK5WKoLbRNI2dnR0Ui8W6tMpeHPU6AcdxgnJvVFg2+/oAuadLrU+Xy4XR0dGmZvPi9hfEmISsfdLvrTFFWA0c1c8tl8vB5/OpUvpgoXdYBM2k0EuKY61W62knvx9iJjUHLaAUSSqXywiFQtja2sKJEydw/fr1ptoSrXuwqYV8Po9sNis0IZerp1s7EMKklkLVi80+YLz+VjabDf97+Tbw/G0wNQeGfB85wDaSM4Z1IMfWB4QOO4chd/OGiFg9E+MoJY4oZg77R+ee/JsQNULSACDgqeLG7b9HqezGa//Tn7Y8Tj2i13Vis9ng9Xrh9XrrWgCQFDFC3HZ3d+sc9RpJm9/v72kOPM8bXn0yg4JmBpLZSXNnMVq1v2g05Nnf30c8Hke5XIbb7W4ibUqkCB+VNZTJZDAyMmKo58NxhEXQTIBWJiEcx2m6s0VuEN2kGHIcJ9SYcRyHlZWVvuqHtLK6B+RPcSyXy6AoCpubm5iampIkZuKxtVLQ1Bi3UCggGAwilUrB5/Ph5MmTuOeeexQfF/jIkEBNgiZW0EiD7UqlgsHBwSbXPTFBMwrW/+VJDAQqYGqH9yoxOQOAQrXefdTTkKZIiFO+4X2HhiLNrT7E5Ez8OyFqucpHO8ssZ68jaWQ8MUkDIKhpAHDj9t8bRk0jKpScsNvtGBwcxODgYN3rxFGP/IgbD4tNSUjgepTioMTc1YYZCJoZFDTSlqbf76KVIY84RZiYkpAUYak0yV43LchY7ZRqYrFv9GvH7LAImklBCJGWtrHd1IBxHCcoZjzPY3V1FTMzM33fLLVU0OQih5VKBeFwGLFYDJOTk7h27VpT4NMILRU0JdP/isUigsEgkskkZmdncevWLYRCIVUDHPJQUyuwIoodx3GIx+MIhULw+Xzw+/3Y3NwULKPFhevAYTDcLs1FL1j/lyfh8dTqyFmxKlK33PXqViM5awVCoMRka9hTbiJnYqSKA5JjkL/VqKaR17O/U9vIMQCHJC2f8ePtR77U0Xy1hFqBmpSjHsdxdaYkmUymTnFoTJMUb0aYQUEjxMDIMANBq9Vqih5DqxRh8aYFMSYhfQtbpUkedb0eRdCy2WzdPCzoExZBMwGkLla73a5p/RVwOC9SC9cqUFSKmBEYOcWxWq0KxGxsbAwPPfRQxzdVsylo4rTO6elp3Lx5UyAiate9iYNDtcCyLH71q1/B4XBgbW0No6OjQkAh5boHAC+++CI8Hk9TgOvz+XQREK7/y5Pganb4AofXZ7XqhN9X6ZqcNapbAOpqxcTIVbwta9rEqLBOybHEalq23HxPczlZgaSxnB0uXw2XnntS1ymPWqfCiut1Tpw4IbzOMExdfc/W1pZgzEBMSciGUKVS0V0LgE5hFgXNDMegtrFWu76F5J5O0zSy2Sw2NzdRLpfhcrkk0yTFcz/KxTGbzVoGIQaARdBMAimnNz3VoTVCaWJ21PhqoFeCXK1WEYlEEI1GMTo6iitXrnR9MzWLglatVkFRlKAeSqV1qpVWKR4PUL7fG8/zSKVS+OCDD8CyLE6dOoWZmRnYbLa6ddXousdxHG7fvo2rV6/W7c7G43EUCgUAzelkavf5ufj/fReAHb5AFdXq4WPI72swAWkgZyXGhRJTP8dxP93VuBWRQQhJmyRErTGNshVJ2ysG2qY8ikma211DterEpeeeBFNy6lJN05qgtYLL5cLIyEjdvY8YM4jVNpZl8etf/xpOp1PSlETvyo5ZCJrez/NRUFpB6wbiTQsxSJok2bhIpVKgKAoMwwi1nYFAANVqFQzDtFxbJMXRgr5hETQTQw9Ojo1W+xzHIZFIgKIoAMDKyooixIxAaxfHbogDwzACMRseHsbly5d77lOiNmkRjysHcSHnIhKJYGxsDFevXsXQ0FDLMdVc52rUeO3v7+ODDz5AqVTC3NwcwuEwZmdn695DCvP/y/D/Irz2s9z/LczP4XBIBrjFYhE0TePg4AD7+/uIxWJCnx8S2JJGrf3UQUhh7f99Gg7f74rxXZxAzhpRYx3Il+qDJZezeT1LqVgsZxes+cWotHBvbCRmUp8hRI2Md1RdmsvJokB74PHUBJLm8tVw/tnv6Y6kGalWUWzMMDk5iaGhIWxsbODKlStH1veIf9RoAdApjG6wwXEceJ439DEA2iho3UIqTRJoru3keR7vvvuu0HA+EAjgn//5n7GysoJLly4hk8lYPdAMAH2vRgt9QS8KGtnJSSQSCIVCsNlsWF1dxcmTJxXfOdRaQeuEJNVqNUSjUYTDYQwODuLSpUt1NRpKji03+h1XfC6GhoY6Iqla9CVTymo/l8thY2MD2WxWaBdAUl0BCO6RHMfhsxP/W9PnxWTt/8T/AHBI2sRzJw9scY8r0ueH/ESjUcG8oTG4HRgY6CmQOf+P/xccAzVwzGEg53DVn79i6SOi5HbXX7NS5EwqtZFATNxGvKWW5AxA25RKgt3CQNMcjqpLA4BKxQmu9rv3uTiBpAHQDVHTq4LWCUgNmsPhwNDQUN0mTmN9D3GTpGlaUCga1Ta1+2UScmNkBY3cB41O0PSkoHULcW0nwzBIJpO4efOmsP7z+Tx+85vf4Mc//jESiQR8Pp/wXD1//rzw00td2uOPP46f/exnuHv3Lnw+H65fv45vf/vbOHPmTNvPPfPMM/jGN76BUCiE1dVVPPbYY3jkkUd6On6zwiJoJoFeUxwdDgfS6TSCwSBsNhtOnTqlCjEj0FJFPIoc1mo1xGIxhMNhBAIBrK+vY2xsTJZgyeFwoFqt9v13ukWvZIllWcTjcVAUBZ/P19W50KL3mtxj0jSNjY0NpFIpLCws4MKFC4KDHcMwAinjOA5/OPhHXf1tMWkTQ0zcpPr8NJo37O3tIRKJSFqlk9o2qe/r4g/+Ozg/C3g4gZy5/IfXJFN2wuWtv0YayVk3kKo9y5Z9Ld0hxeSM/N6KpDE1hyRRFKtp+cIhMRTfiu1ODlzNDpb53dx+Z/uvFzXNyAStnYtju/oeYoNeKBSQTqeFda12zSa5hxiZoJENOSMfA2AMBa0T1Go1oQesOPX95z//OYBDB+Q/+ZM/Edb2s88+i7/5m79BMpnE/Pw8zp8/jyeffBKnTp3qaLw7d+7gS1/6Eq5cuYJarYavf/3r+PjHP4733nuvKUWT4MUXX8RnP/tZPProo3jkkUfw7LPP4jOf+QxeeOEFPPTQQ7KdC6PD+KvRQks0pheqCY7jsLW1hUwmA7vdjvvuuw/T09Oq38SdTidKpeZ0JzVADBwa88BZlhWImc/nw8WLFzE+Pi5rkGQUBY2sk1AoBJfLhbW1NUxOTnZ1LrQgaFIbIr2gXC4jGAzi/2fvzYMkyeo7z+/zK87MrMrOuu+qvqq7uqv6ALq7Wj2AjGWQ6UJCh81qQKzBShoJSYAGm5ahmZW0NqBBR2vZWQZoW1hgBNIuwpCERpeNmmuRtLQQTQvoyqOqsqqzsqqyMuM+/Hr7h/vzeP78uYdHZERGRlZ8zcoqw8PDr3D3eB///o6VlRUcPHgQTz31VGzz0B8svHnT6+MlAzce2uKKN4iuBKs6JroSU1NTePLPPw3kAWS470ehsFrpf3rSumdxhUH4yoqVpndsRVDjxaCNgRr7DL8scZvK1Rz4U5YQOaQBgKI7HqhSggf+64cBAN/6H6Nu6FZqXAGtH/cprgy66CIvLy8HLjIrSsL/G0TT4Z0CaISQsd4HYLwdNF6sgmPcNV0sFlGtVvHGN74Rb3/724Ppa2tr+Na3voUXX3yxp/DHv/iLvwi9/tjHPoa9e/fi+eefx1NPPSX9zDPPPIPXve51ePrppwEATz/9NL74xS/imWeewac//enU697pmgDaDpHsYhyFe8QG3EtLSyCEYNeuXSgWizh48OCWbgfTqEMcAe+GaRhGyCXKZrN44IEHMDc3N5TB0bDL3ccpbe4ba0S+sLAAALjnnnuwf//+vo7FKPLtNguFLGzx8uXL2Lt3L86fPx952kgpheM4+LHZt8csZfBK47bFlUoXXYk3fPnPQEy/4mXGBVr+4CffuR7j3LNmvTP4bWvh48yfItPF/h6+MOjS1PjzZq1cjHXzeDetVvdCMylF75CWc4CmirPPfhTffNvWfc+8dqqD1qtkLrJYIZWvpsc3HeZbAPQyyN8pgLYTwGanOGjdKjgCQKVSiRQJmZubw2te8xq85jWv2dT6WRXhpDSNr33ta3jnO98Zmvb6178ezzzzzKbWvdM0/mfjRLHSdR2NRmNL1sU7Iaqq4q677sKBAwcwPz8/klA7pu0AaCwmfHFxEYZh4P7778fevXuHOigaVXEUVVUTHwpQSnH9+nUsLCzAtu2gMuFmBijjFOLI59jt2rVL2jqBua6U0p7DGYelNG4bG6Se+8hH4WYoCHw402kinFkNz7FSdAdNK+xKKFryMRZDCouFcCVI3j3jxYqTmNAi1SPF+eIgrVLORbavG6Q5TS0okoK24jmLOQcugAf+64dH4qSNM6ANO39LrJDKJDYdXllZQb1eh+M4yOfzEXDLZDLSY8yiK7b6+Cu1MwAADSp04l0LFg2f52bxm6mWtVMAjRWUGXd164FGKUWpVNp0nnvcst/1rnfhySefxJkzZ2LnW11dDUVlAMC+ffuwuro68G0aZ00AbYdIdoPfihw013Vx9epVLC0tQVVV3H333Thw4ECwPVsJiTKNEtDYwOcf/uEfoOs6Tp8+jX379m3Jj/F2c9AopVhbW8P8/Dza7TZOnTqFw4cPD2RwNaoQx17WKTaZfuihh0J5MUC4AMjQwYxwx5268umiaHh/ZdC29IHHoVgEbsajEqpzdMLBGRoaLDf5OpDBWbdLh7lZAJDJpLvuWXESHtT4giUM5mSg5tpKKkgzKx3wdJoaiOPP0FY6LqNGce4jHwVVsKVu2jgD2qhK1Mc1HW6326EwydXVVTQaDWiaJi1KslXb36rei2nCVyv1Q3VJZwjI/21RG0btLGx07uVu8UXpsncKoO0UB60boAHDK7P/C7/wC3jhhRfwla98peu84j1nnO9Dw9L4n40TxWqYOWgimMWFqI261P8onCS+YiUAHDlyBKdOndrSm8926oO2vr6O+fl51Go1nDx5EkePHh3oD/qoHLQ0OWiUUqysrGBhYQGqqkrd06GAWRJo9TuvMB9R/HYDjoMrv/YEnBygWIBddKGYBE6B+07yNtDgfm6y4XNT0fs/V+O+Bj5MMlfouPhxpf0bzUxqN41fdhKkWTVvPqKE+ZaqNIA0arggpgJie6+Jiy0LeWTn8LgOjLbToI4Qgmw2i2w2i7m5uWC64zih8F++d1Umk4HjOFhaWupabKdXtar3AgDyREOeaCHY0nxA410znWgRF43NZ8MJXLeya2Fq+qVgnnFvE8C0k3LQkqqRuq6LSqUy8DL773jHO/Anf/In+NKXvoTDhw8nzrt///6IW3bjxo2Iq3a7awJoO0Rb5aDxYKZpWtfcoVE6WGz9WwUqbDDOwOyuu+7C/Pw8du/eveWDiFEBGu+glctlXLhwAeVyGcePH8cjjzwylCeU2zHEkVKKmzdv4sKFC5Em0/w8fYNZLwCWuBgfElwqnS5dr+CkMTgDANegUMzwZ5WmArfHn5p+3DNeLNeLiQGVWNqfl9XSUPaLl4i5cUz1Uk4KkyKkWdUOmDGlgTQ3Q6G0CYgLPPL7z+L5X3pbwl5uXuMOaOPQ5FlVVUxNTWFqaio03TRNXLt2DZcvX0ar1QqK7RBCAoetn0by1UqnvPmMEv0Mgy5RTdqOnYe9vuW2QuuYmn4JjuNs++8gjW4XB61cLoNSOrAQR0op3vGOd+Bzn/scnnvuOZw4caLrZx5//HH89V//dSgP7a/+6q/wxBNPDGSbdorG/2ycKFaDdK96BTN+G0YNaMNePyt4sbi4CNd1cerUqSCv6tKlS2NRTXGQ6zVNE//4j/+IW7du4ejRozh79uxAKp7FabtVcVxfX8eFCxfQaDRw6tQpHDlyJDSA2Uowk4EWdWlkevA6zfL9ea694xVwsgjBGZNTcKE0vfncnPDdJLhnbs0bUDpa9NgSAujFcD5rr4U0Wb4bK/MfO5+k/H+wjZaaCGkMzgAPyPqFNCdH8cjvPwtCga//8nBAbZyaVMs0yCIhWy3DMIJqkPfddx+AaGsLWSN5Htzy+Xxwb/nuxgM4pHauj17gjHfXxNcaVFR8eNP9Y2355021cg9aWQWqOv6V93aSg5YEaKVSKXhoMAj9/M//PP7gD/4An//85zE1NRU4YzMzM0FO35vf/GYcOnQI73vf+wAAv/RLv4SnnnoKv/Vbv4Uf+qEfwuc//3n8zd/8TarQyNtJE0DbwRqEg+Y4TgBmuq7j3nvv7SmPapSl/gEP0Fj/qEE/5RMLXpw6dQqHDh0KrWeUxTq2GtDq9TquXr2KcrmMo0eP4qmnnkImk+n+wU1qFPl2MiisVCq4cOFCqMk0/0PJBsOu6+KHim/pbYUDADO2HCIZg/Dz826adDmqisu/8hAUG7CmAMUE7GLnM1RBAGcR+XBGqp3j4hrheWkMnAGdkEGgA2citInuWTDd6uy41dBDkCYr+y9CGoM7tiwZpNmlDKCGt78bpCkNFW7egVr1ts/N0BCkqU0yNDdt3B207RTi2I/E36W41haWZYWKkly9ehX1eh2u6+LAuV8EgADOSkFuZ/i334Or6G9RniS4La4FwArAjF8Wg7Q7FBd3nPwJXCopOL7rO2l3fdtppzholmXF9h8DPECbmZkZ2HjoQx/6EADg1a9+dWj6xz72Mfz0T/80AGB5eTm0vieeeAKf+cxn8N73vhe/9mu/hlOnTuEP//APJz3QBI3/2TgRgPgQR9d1+0riFcGs3wIXo85BYzdcVup+EKKU4saNG1hYWIBpmokFL24HQGs2m1hcXMTKygp2796NYrEYPBHeCo26SEhSk2kmVjJ/UI6ZCE4MquLAjPRw/RNd/rNAVBU3f/JBNPcAig04GQ/OmNSmt2670AEU5p6pdd9Ns4TtNjb/vfHQJsJa4ucYcCnxLhKDNB7OmERIY+4fcQhoF0hTaxrAl+BvdL4fpU2CMFFmiLiqF/KoNYC/f3pwoLYTAG2cw+vSPjjUdR27du0KFXb47sYDwd8FYnFgBuxKOKdFeRDmiXfd+OkMxnhQE920OxQXl0qnxxbSbhcHbdAFQtK48M8991xk2pve9Ca86U1vGth27ERNAG0Hi8WsW5aV+sbDenVdvHgRhmFsuvLgMB2sNGIljAcBaCyvaGFhAe12GydOnMCRI0cSj+1W5sDxYq7SMJ8wt9ttLC4u4urVq9i3bx/Onz+PRqOBl156qfuHB6hR5aCZpokXX3wxscn0oMHMeyv6fcYBmBTY4patRqcTLu9l5a33w/bDGR3OGKWqHM6ADpgB4RDIOCW5Z6H5YhZllzobphQ7A0zePYuooYUrTAqyWprXJiArCWv0IY3BWbDNCZCmVPyfXYIQpFEVIP4qWC6fY3iQpjgepBEKvOp9zw4U0oDxBbRxyEFLUr8FNhiclZwcDmmV0HsyOBMdMCZLuJB4KIubX1zWqqNhv+pdPw1Xx6XSaQAYK1Bj9+nbAdCYgzau1/ztpAmg7RDJLjZFUVI7OIMGMyYGiYN0sHoRIWTTeWisRPzCwgKazSZOnDiRuhLhKHPBgOGEbbAmy8vLy7jjjjvw+OOPB/Hs7XZ77JpG9yrTNNFoNHDhwgXs27cPTzzxBIrFYmgelmMWG8o4wJDF1PNLzlciOzcEB23th++FlSewc55jZvmpC2oLsLlIGgZnWt1bt5NLBrJBuGdJYtDEg1pErD8bqzApAzX2Xgyk0fUMINkXEdLUKgdmwUzoCdKAwULaxEEbrXoFzD+//lqcNG6i5Cd+DhLOeDE3TrY83k274vcZXHU0WNT7u+HqKLk5rKy9Ck/M/X23XdoWYr9ZOyHEsVsVx42NjaGU2J9o8Br/s3GiQLLCBd3y0EQwu++++wbaRJk5WJZljQTQgP4hiVIalIiv1+sBmPVyEx9liCMwWECzbRuXLl3CpUuXMDMzg1e+8pWRJsujLHk/7HwUvsm0oig4duwY7r333tA8XZtM9wpmvYQmxs3bxRkLphnCNF3HzX95HFaeBLlmgAdmQBjOtCbAk4cIZ1vhnrEy9ZH51zMeB02luA5FN60hXDsCpLFcOmIqUuBkkKZyOXeg6BvSHN+gVVvAk7/2LECBr/yv/YPauAOa67pjPajupQLin19/LWbVWgBnvF62pwEAdbUZec9A9Ldvjxr/e8iHSiaB2pJlQCed5ejECSBtl9JEyc3h/117FVbtXfiR/X8Zu77tIDY+uB0ctGH1QJto8BrfO9tEqRSXAzZsMGMahIO1WfWzfgZm1WoVJ06cwKOPPtrXQGBUOXiEEBBCBuJmOY6D5eXloFfPww8/HFuidxSOIRvgDKsfj6zJ9JUrV0IFUFJVZpTA2bCcMSAG2IRzOAJl/kOUm//DUa8ISJ6Ecs1cyYNZrYkg9DGNtJoCV6dAO7x9VLYb3O6605u7h5CqFoa0Vsy50iXkkUEaX+gEiIc0raRF960LpGl1ArtAoVe8mRT/FuL6p5xiecdca3qg9pXf7A/SJlUcR6s0DtqfX38tSk4eJ41a5D0GZgCwKyWcAcDLTudhKV/5sRTTPL7kkhCkXbG9E9GiaiKkAQA04I9XX7+tIc22bSiKMtZuLFMaQBt0D7SJhqMJoO0gpXHQ2GD74sWLyGazuP/++7Fnz56h/shth0qOade/sbGBhYWFoHfXww8/nLr/jEyqqqLVavX9+X5FCAn1JOtHDEyWlpaQyWTw4IMPYm5uLvFc2ew6+9GwAI21T5ifn480mX755ZcDp4zlL7xx+q3yBQ0LzGJ+hIk4yODmC6CNBzP/b1rMoXLfLMwpAitPoFqAann5ZqoJWKFwRuaaReGMd8+0GoFrINIbTVQ3OAP83C3u9uZwwBbnnhFTaK7tQxXVu4BJQ/P6t4ktAnypt3SpK8jWx0CNVWYkjmQfBUjTqyQCaUyu7kGZ0u4UDgkgre5BmtYAnvud3kCNuc7jCjk7PcSRwRnTqu1FLOzXyn2v0xRK7fOwViDxDxMZpDE4Y0qCNAC4YU9jv1ba1pC2Uyo4sqJw3XLQJoA2Hhr/M3KiRDFAs207cMyy2SzOnDkzdDBj2g6VHLsBWqlUwsLCAjY2NnD8+HGcO3duU2DGNKoQR7bufmDJdV2srKxgYWEBmqb15K6qqrol4Ya8eEAbhPgm07Zt46677oo0mWbuZGIBkF5gK25eETipKwUzmVtGxJDiLDewyvjvKQrcQhatAwVYRRV2jsDVPTgDEITWMTjTWoCd78CZKK2OoK9XnNxucJRSaqVzHNx8b+c5K17iFOTnDGsTkARpikliQzf1dS2ynzJI08sE1kzHKUsMd/QhjX0nQMdZg+t97tXvfrYnSNsJZerHffvjHir9wcr3A/DgLK+0AziTqRf3LE4lJ4cSokVHeP2z6W3DtBJ+6ChC2iVrDqZwsjNIe+O+v9h239lOquAIJOfSsYfPE21/TQBth0tVVdy8eRNLS0tbDmZM2znEsVwuY2FhAevr67El0je77lEUCQF6BzRKKVZXVzE/Pw8AuPvuu3HgwIGezpVhhxvKxLZvEMeZbzJ98uRJHD16VNpkWlEUvOvsb8Rs0BDADPBzyQRHKE0umWF0krmyGYAQuPkMnCkDVlGHVVShOBR2nkDxLxO1TWFOdbZXizGBmXum1b3/nXARS7gpLqU07lmSiNNxqgDAmfJ7rZnyY8u7eWpdiYW0YH4B0vjKlEmQFretMkhLCnfkJYM0z6HshDy++t3PQm9Q/PWH3t51e8Y9xHEnOmi/c/mnUHOyuMu/lvJKO/T+IN0zJj6vjYVNiqDGh1NW3KwU0i5Zc8FrgzgBpN2wp1F1vXV87vq/xPGV9wXNtlnz7VEC0k5x0GzbDqJn4jRx0MZH439GThSIH0gzx+z69evQNG0kYMa0HUMcK5UKFhYWsLa2hqNHj+LMmTNDaao8Dg4ac4zm5+dhWZa04XYv6wSwpSWL2Q/SZhw0vsn08ePHcfz48d6bTA8JzKR9yWQuWihskSMjhQD+ue0WM3CKGYBS2AUdTk7x4CynQLEBc4qE4CxSqbETbQWtAc+56UGbcs9SflStqnAz6dcjummyJtu9OGlazXffLCLdXwZpgWsGJOak8S4a4LuY2WRIs3IEr/u5j8KoOvjCp342dt8nDtpoJYJBB85Wcd3y3KoTmRvSzy6ZewEAu9QG1p1wFVmdRH9zTulrPW0bD2o8nDGJkLZoedujcjcFHtKmlCaqbg51N4O/veN38YPmf8D169exuLgIy7KQy+Ui0JbL5bbk+91JDpqmaYnHbJKDNj6aANoOk23bP3IvlAAAIABJREFUQY5ZPp/Hvn37AAB79+4d2TaNOsSRh6RqtYqFhQXcvHkTR44ckfauGqRG7aAlQQulFLdu3cL8/DyazSZOnjzZta9bNw063LCX9fbjBgykyXQPYBZbaVGWp5YCzCJuGR/GmOuc127e6IBZXgNxKOy8AjvXWa9joCucaQ3utXDZjMo9k4lBEgDYxc65mJQL181NU5oKSMzbDNL49QJySGNgJt13XhJIM6rea60F8GNwBmqOEYY0QMUb3vJhKA6Vgtq4A9pOctB+feltALKYVpuxcNZwMwGY9arvmvuDv08aN4O/ZVUhef1/rWM4qG1I32OQxuAMABwoXSFtr17Bn+DX8e6HPgVKKUzTRK1WQ71eR61Ww82bN1Gv16EoCgqFQgjaisXiQNIPeO0kBy3p2FBKJ1Ucx0jjf0ZOFOj69ev45je/iXw+HxR0WF5extpab0/OBq3tEOJYq9XwzW9+E9evX8fhw4eHDmZMo+qDxtYdd9w3NjZw4cIF1Gq1vtoHxGkQxUn6Ua/HudVqYXFxES+//DIOHjyI7/me70EuFx6oDBLMgBg4GwSYEdLJKQMiYAYATsEIgZli0wDOFJPCKnJhf5JwRh7MZBLhTK9GAc3VOg2tmdICmjWVHr4VK7wABk08qIli26U21Uiz7WA5Xfq7GeuKFEp5SONds0i4o+iiATAqiHUOqdaBNOamef98t1clIK73fQPAG97yYfy3/+tnIssZZ0AbdweNAZoHZ8C0JJfsYrsDP/v0cHjjLjV6YcrcM1FL5p7g71k1Wh1S1Iq9OxbSnm8dj2xHWkj7ncs/hXcf+xQymQwymQzuuOOO4DOu66LRaKBWq6FWq+HWrVu4fPky2u02MplMyG0rFovI5XJ9w/pOc9CSVC6XY6swT7S9NAG0HaRCoRCptDfq8EK2Dc1mTFWBIater+PmzZuoVCo4fPiwdCA+TI06xFF0ssrlMubn54NiKJutUinTKHqhEUJSrZM12b58+TL27t2b2GS6115mPYGZLJRRNp/gkEVyzrqAmZvzAS3rwZmT8+DMnFKh+AN5Bmdqm8Iscs5ToQNmfGgjEHXP9Gr49aDds1A4IABrmsa6Z3Ey1hmoJcMeA7E4UGMwJ1arBLwwwzhIk4y9EyHNYGNx3kkjXqPqYHYJpDkGgWpSL3Q1S6C1/F5nFPiBH/s/QCjwod//IRSLxbEHnJ3goH3M9nJZb7aLmM6HT5IkOOtFFpUP9UpOPqgSedKIhlKu2LtDf4uQNu+7ciUn3xXSLrQO4O7sNXy3eRAAcCizgVtmMYA0UYqiBPAV2hfLCqCtVqvhypUrqNVqoJSG3Db2L01O+U5x0CzLStwPSilKpdLEQRsTjf8ZOVGg6enpCHx0a1S9FRqFg9ZoNLC4uIhr165henoau3fvxpkzZ7Z0G4DRhziydddqNczPz+PmzZtDKYYSt96tUjco5JtMz8zM4FWvelWkyXbXXmYjBDNAgLOM8N35cObmDS8vzAXcggG4FHZRh2K7sKa8272dUQI4c3UPzACE4Awk3jVjcKazwiApTiN3M780Ek7SKyQANGu6t9BWrUZCkCa6esF8fi8y9rcotUmkbpoM0hjAyo6DCGlGCVFQ7RPSAASQZvshjwDws7/8eWhNB+941/0ghOBb3/pWaFCbzWbHAtzGHTB/i/4hZtsegJzKe2GHK+0ZHMx0h7F+3bM4LZl7pZDGK8lJS4K0F5uHAXiQxvRy24O/JEiTSdd17N69O5RHRSlFs9kMoK1cLuPll19Gs9mErusRaMvn8yHH7HZx0BqNBkzTnDhoY6IJoO1wjTr/a6u3odlsYnFxESsrK9i/fz/Onz+PSqWCy5cvb8n6RTEXK01D0mGsu9Vq4YUXXsDq6ioOHTq0JaGdowpxlAGarMk0H0YDDL7JdFowk87bD5i5FHAp3HzGA7OcP79L4WbVAM6IRWEVvfWppgur0Nkns6hAb3ZG/VaeKzjku2esUmM352qrc8+Yu2ZN00h4I5Nihl8zxyutmxanzBqJhHfy63ONsLuo2HJIy5SA9i7ONZOEO/ISIU1v0OA701qec8ZDmmJ5MG7nCLQmhZPzvoAP/u4/AwCe+c8/iFqthhs3bqDRaEBVVRQKBUxNTW2bSnsyjbOD9q/+6Vcxm/GAhoczmYblnoli+W0njRsh94wXg7R5LqeNXyYPaf/cOAQAUEjydXbLLOJnv/0u5FQLv3fPBxPnlYkQgnw+j3w+H8q3t207yGur1Wq4du0aarUaHMcJFSWp1+uYmpoa+5zMNE2qAUwctDHRBNB2uLaDg7YVYZatVgtLS0u4evVqJHSt0WiMLMyQ3Swdx9nSgUSr1UK5XEa9XseBAwfw5JNPIp+P/iAPQ92KkwxDooOW1GSan2foYAakc826gRkQhjNWcdQHM+K6IK4Lp+D97eQ7n7WzKojlDZBU0ztGPJxRlSTCGQMzIJprNgr3LE56xWsTYE2l/0xmjYQKocikNaPNuHmprehxCZZ/KwqsSZBG+VMrobIj0IE0o+LntzVo0CZBa3X+DtbrQxpxKahC4ORUaE0Hdk7FL//8n0Ctm1DqbXzm7/5daFDLV9rL5/MRNyKTyYxsUDuuDhoPZ0AYzOLcs/lWB4heUViKvP9S6wDO5K4MZPu+Vr8LxzLxuetfrd+NvXp8vzSgA2eiFELh+if6tNZEhbu4mo6OH3n+3+OPH4lpYdKjNE3DzMxMKFqCUop2ux0Kk6xWqyiVSrh27VokTLJQKIxN+GM3QCuVSkMpsjLRcDQeZ91EqST7odJ1PeguP6qnn8MMcWy321haWsKVK1ewZ88ePP7445iaCo/QRp0HBniAthU3Rf545HI57N+/Hw8++ODQ18trFDlobJ1pmkz3C2be5D4qM7qdUXVsARB+HgZrrCplVmj/kMkE79GcAeK6gWvG4Iw4fn5ZwVufarmwCuHtZLlJVqGzTwzO9AYXT9eDeBhhzpH4AF9cpDmDgVRuZEDC1stATXTPRDEAlYEaa8jN/udBjQfXJEiThTzykGZUo58JFANpcZ9xtc5x4P92Ml77BNbYmvjnm5NVAyfOKRigioKfePI/gdgu/ugffrWzGX6lvWq1GgxqV1dX0Wg0oGlaBNq2ym0bNwft/HMfwK58EyemPDi70SriWGE9dv7Fxh7sydRQESotfqd1MDKvAooXm0dC0yyq4kzuamRemXsm6nJ7LhHSbljTUkgrOfkgfJHJpSTkoskgbVZvYN3KY2+ue9GSzYgQgmw2i2w2i7k5r2/bN77xDezZswczMzPB+X3jxg1cvHgRpmkim81Ki5Jst4cDtm0nRsiUSiXMzMxsu+2eSK4JoO1wMSiwLGukgDZoF6/dbuPixYu4cuUK7rjjDjz22GOYno72amHrH1UeGKtqOGxAtCwrKH4xOzuLxx57DDdu3BhJcZZR5aBVq1UsLy8nNpkGBt/LjPJwpZDBlsz3wxeD1wBAKWjO8CCN0qAgCLFdOAUjgDPXUKBazDHrXPtUJRychbc1ADOwMu0dydwzQxhLOcIuxERXhWSUIQU0U345pxYDNSemvaFYrVKrhyFNk1w6SW6aCGmh0MYYSBPXQaiEifnCIRLTgiokAC6gO6Q5hvedq6YLJ6tAbblwsirUlgM31/nCfuyJ93vb5MMaq7THBrWA9+CJd9tWV1eDEDKZ22YYxkAHh6MIHe9XDM6YbrSKkXkOZspYbOyJTOdVlJRZVRKsZpb/JQO1brrc9r5rHtQutjvbJ4O0lxr7/e0MN9juBdJ+9tvvwn+573d73t5+Zds2DMPA1NRU5AEvawHAV5Os172nM7KiJKN0p9I4aBNAGx9NAG0HSXbRKYoyUgcJ6IQ4DiK+m1XhW15exuzsLF75yldGij2IYg7eqOLLhwmIfPGL6elpPProo0Hy9K1bt0YCplvtoFUqFVSrVWxsbODkyZORJtPA4EvmSyFsUE2mAa/RNA9mruv9A0DznINmaCC2N90p+KBmuXAKnXVYBRVqy5vH5kCNwZnW8N/Ldx/oGtXOAMvJCACXYlwiNeRiDrEhRHqZM93ds8h0s+Og8aGPslYCQBTSpPM0Edugm0GaWNWSbUsah1EGaTIw45UW0lTTDQBNMSlcg8DJKtBqTgD2hNJQiKzSbOPHnng/SNMEmi3QRhP/9/LvectTVUxPT4cejokhZNVqFdeuXUOj0ZAWbCgUCn1D1rjkDPFwVtDNAM549+xyfRZNIWZ4T6Z/N8kSEj0ZqNW4Jxb35q5FPsd6sPFibhoPZ0xxTlrNyXSFNKZvV73iIYdzJay1CpjL1rcU0pIijAzDwOzsbKiwhuu6oaIk6+vrWF5eRrvdhmEY0qIkW/EgoVsVx1KpNGlSPUaaANoOEyEk0rB31IVCNE0LQsr6dfEsy8KlS5dw6dIl7N69G694xStSJ7oOYv2b0TAcJcdxcOXKFSwtLcUWvxhVD7atWi/fZDqbzeLo0aO48847Q/OMCswACZwlgRm7ZlllTfY6Y4TAjNhuAGTMOQMA19BALAZq3nqUtgM7r0nhTG26IQgQ4Yy5Z0bNX2aGQOVuIWngLI17FiuJIWCUO4UxTA624uBMlBj6GCet7jWCFlsLhOZpRVsNMGVvxefmMUjjAY7Y8ZCWGP4oSIQ0reGV2g/WbXfyEFkVT8WkUEz2HatQ2w7cjAa1wX3ZDIAUBSjkQVQVP/7QbwBNj3J5YPNmj4aQAR23jYVJrqysoFarwXXdiNs2NTWVqsrsODhoIpyJulz3Bv57s91hrFf3rJu+2/TASAZqor5avgsHsyXpewzSmHvGJIM0JgZlLncjulD1AJBB2iDz0ZKUpn8YL9ZAu1AoYN++fcF0y7JCjvLVq1dRr9fhum4w/zAd5TRFQro90J5o+2gCaLeBRl0ohN0w+gmztCwLly9fxqVLlzAzMxNyiHpd/6hK6Q7SwXRdF1evXsXi4iIMw8CZM2ewZ8+eWPd0JzposibTFy5ciIQzDhvMgLiKjSz0sXMMiK53oAsSMAM6cMak65yLZoTAjAc1hwM1p6BBaXvfuZ3v3N7tggq12dmeOLdMr7uwswRGLd4p61e9uGcy8Q/eeXCJCzmMyz3Tq16xjG7SGnJIY+0HkiDNK3Uvfy+7HgVaGaRlyl4xj15kVGkIbl2VBJDmaiSANNdgfdso3MBRc0OQBgBK2wbN6CBtCzTr5zkGO+md+2SqiB+/8z0AAOpDm+uHVn92/aPozC5321qtVjCgrVQqWFlZQbPZhGEYkUqSohOx3R00Hs7KzWwE0BicybQZ9yxOtZh4XwZqu7t0pF9p7YqFtK+VTmHWqEemi5D2YuVgbKhjXrPQsL3zbKnsPXDcCkgbVI6+ruvYtWtX6OGx7BznHWVZUZJ+tyVNiOPEQRsfTQBth0nmoI0a0PoJs2She5cuXUKxWMTDDz/cd+8ORVFACIFt28hkYhJShqhBhDhSSrGysoKFhQUoioJ7770X+/fvTxycjCr3blgOmmVZWFpawvLyMubm5kKVOvkiIYlNpoFY2AK8fLIQpHUDOcqBqMwhYz+0PKzx4YtAp4Ijm0c8R7MG4PguWq4DaoAHZ4pp+3/rEThT2/7nuH0S4YxQD8zSahTuWZyInd4ZY1JN7x8AWLLCIJxJIUKaOH4VIU3nC4dIII3l7KlWMqSxyoys4mI3Zcrc9ydUexQhDUAI1IKeeIYCo9QZSBMreg2Tts05av7/bdNz14DgXFYMHbTVxpsO/AIAgLY7y+WhjRCCXC6HXC6HPXs64XNieXTRiWCDWdd1Rxq+n6Tzz30ALVMH8k2Um1kcnO6EAd6oF7G3MLxiGGJ4Yzetm4Xgf1byP05JkLZuFqSQxsS7Zt0gbTrTQqWdRc3M4LH//jv4u9e+u6d9Siv2MG9YlRrjzvG4/E3btpHP5yPglqY3YRoHbVJif3w0AbTbQKMGNCB9JUfbtrG8vIyLFy+iUCjg3LlzmJ2d3fRT0lE0y2baDLBQSnH9+nXMz8/DdV2cOnUKBw8eTBXWM0oHbZDrFZtMy/IO2ToTXTMm6naHtLiwRdlgOQnM+GmykC0x90zXANc/dgzUODgDAFgOqF+1kYezYPtVJQAzALBzXEPWfDjvzMmFj4OdFeBLhDH/NZ+LJisZL05Lgow0xUC6tFECEAa1OPdMFabrdTmk8WJQFhfyqLW8sEhZFUe2PllBlThI4wu1AMmQZlQZgLN52Yf8//1F8ZAGhN00te3AyXjniGuoUEzv/KO6GkAaNTQQ0wb1nTXStqMPEpDOEH3T3n8D14x+QX9cejb4O648Op/3Uyp5kPD1r399pHk/MjE4y2VMlJudE+NG3XugJMKZGN4oc89kbpumeN/P6eJq122Kc89ELTb2RCDtaivsuoiQtljvgIcM0mpOBsuN8PbH5aPxYpA2nWsNDdLYb9VWR9fEOcpiURLWm5CFVYrnOd/Kx3XdxCIlpVIJJ0+eHPq+TTQYTQBthymu1P6onzJ2y4NzHCcAs1wuhwcffBBzc3MDC18ZJaD1s25KKdbW1jA/P492u41Tp07h8OHDPQ04RpWDNqgQRz6cM5vNJjaZVlUV7z73m+kXngBpUriKAwxVDYcpss8L02DooFQIeQQ410yAN37w6zigGQNgg+Vc+AeYakowqHaE9xicaa3oedANzgBAr4X3QwScNHDWTbICGGYKN4zEXFJ61YMfM1okTz6/P5a0CmH3TFR2LTkvLanUfu4WlYaKipCWqTCnKzyfCGnMMaPCKUwVDtKAkJvGQ5pe884Hxc9bVNsOV/3TO2cU0wHV/TBGywE1fDiLA7V2u+OkASD89cVfU6oK2ZX3I7veFpnGQ5vYjNhxHHzxi1/E448/HipKcvXqVdRqHuCMosreI3/1DAAPzpgOTlcCOEujlyp7I9OyavxvyHdqndwv21Vx71R3YGNi7hkvGaSJYpDGw1mcvlvx8rTyWvwYIC7UkUEagKFAGvuN3A69zgghQbVU/rfOdV00Go3gHF9bW8OlS5dCLQByOS/Wu91uQ9M06VihXC5PQhzHSKM/IycaukZdJIRtgwxSHMfB1atXsbS0hEwmk5hTtdn1j6rUfq+gdOvWLczPz6Nerwfl4vt5ujeKhtFsvabkCXla8U2mFUXBfffd11+T6SQlNaCm4WMmzzNL0XwaSN+A2ubOj2wG4M4XysEbgzPmbLi5hMEmCYOZnU0+h8QwR1btj4nlLfWqXvOogHCOmZV+XAsAQTET5lgxUBPhMvSZlvcvroJjkHcWk5fGLycO0tR2MqQxOAPkzawZpPHhjMTtDml6zYl1IF1dCSCNqt628aDGwJ9YDmAL14XF3c/Z9a5rAJvOzn3TCrnHbrMZ5GkGsm0oQlEd17Kl0AZ44MZC+XVdRy6Xi+T98G7bxsZGUGUvk8lI3bZB/OY88Jn/AmMWsJpaAGi1ehY31M6xS3LPLlY9l2nGCD8pkMEZc89k+m61A2y9wBovBmmie5ZGcaGODVsPQVpSqOO1yjQOcGGh07kWKs0szv7pB/HNH3hHz9sUJ9u2gzSI7SpFUYJzlZdpmkGYJHOUn3/+eQDewwkA+Mu//EucPXsWjzzyyCTEccw0AbTbQLquo9FITv7dim3gAU0sdiEbhA9Sow5xTLPuUqmE+fl5lMtlHD9+HI8++uimnuqNqr1Cv2DImkzPz8/DsizceeedOHTo0ODArMfCIFLgkjSfBgCoSqgoCOCDmMPnngmuGeAVAhHhzBfNGCCWHQyEac4I5QVF4IwQqC0/5DEXPm9EOCMuhVbvLMvJho+NCGcyDcI9SyOjEj7W5jSJdc9UyXMoBmpxRTv4wnhJTauDecS8NGEcKkIaHw4aB2m5dRo5djJIy5T8c4dPk5RAml5zYBVV6FXfdSXhMFG+4qOr+0VCOFDTKpLKe5q/Eh/UqA9UxLI7BW5M04M0pmark6sGgFp2CNYoAzt2n6MU1D/fZdcftb0v+Edm/qdg2v+OTwEA/rj8fwbTRLeNybKsUPjY8vLywHpaeXDWgtXUML3L+72t1bPYNZ3828ugjEmEs15ku9Fj9t3qfrQcDXdORR0xmXvGa7GxB6vNKRwrbEjf/9qtEwDkFSgZpDH3LE4ipC2ud5yja5VpWLa3T7sKTUznvGMzSEgbZv7ZsGUYBgzDwO7duzE9PY1yuYzz588HDycWFhbwta99DZ/4xCewurqKqakpfPCDH8R3v/tdPPjgg3jggQdw+vTpvnLzv/SlL+EDH/gAnn/+eVy7dg2f+9zn8MM//MOx8z/33HN4zWteE5n+ne98B/fee2/P678dNJ5n5USxigtx3A4OmmVZcF0XL7/8MhYXF6FpGk6fPo19+/YN/enVqEMckxy0arWKCxcuYH19HceOHcPZs2dTlZjuJgZKW13prJ8Qx/X1dVy4cAH1eh2nTp3qr8l0nPqs2EhdSeiiKNEJgMQhg6TPGT+P43RCHNk5ahghhyLIP/Pl5nQoLTv0Ok4MzrSmHwaZ6T0vJ417JoOzftwzXkQEYXjApthAezr9stU2BSskZ051/xzfD01W2C6YFuNMMUjj4YzfFh7S2DwyIFNsL8/MVYVt5ppXA/GQFvpIAqQBXlsG189Foz6MkQDGOvloMlAjlg20OKhj9zs28PXPa771BLVsECEMizpOpD0F5dx48Rqk3H2VhzZePLjpuo7du3eHwrySelqx8DH+Xy6XC91Pzz77UbhFByRnB3BWq8ttVN49W6lMYybXHcaSQht70YJfwl4GanFabXqxxpfru2MhLUlfXzuKohGGfdFFC7bPBzNCKKik5GupnoNpeudGrmAODNJGVd150GIFQsSHE1/4whcAeJE5r3vd6/Da174W9XodH/7wh/HCCy+g2WzinnvuwUMPPYRPfOITqccK9XodZ8+exVvf+lb86I/+aOrtfOmll0J5d3zhlInCmgDabaDtkIOmqio2NjZw5coVEEJw991348CBA1sGDqNs1h0X8seecN24cQNHjhzBmTNnBlplUlXVwHHaSkDrJaSzUqlgfn4e6+vrOHHihNQ17FoyP0lJoYwp5gV6ADNJxUbmJvADSc9Z446PmH8mwrmqgJgcrGWS4czJaVCb3LnepcBGWvfMqHLunRY9hhGIAAIiaM8MrlgD63vGhwS2p4nUPZPJqNIA0uIaVgNAbo2iOZd83ehNGvSMi37ejW1RwCBNBDgZpAGA4tBUkKZXnXClDqGiYxykaTXv4CltB4RzfammhCAN6ITXEtsJn8eGDpj+l8CuBRHU0CnFH5puR10zBmZSJ81fbtJ7TDJw46EtqacV32x7bW0N9XodhJAA1n7iK18O4IyJhzPePStV8thbqGGlEl8VJ617lhTeKKrlhE+ofkANiELa5XoHcm+0ihEXbaniAVfNzHSFtPlbcyDciclDmq45gYvGVC95+VaDgLRxdtB4davgODs7i9XVVbz5zW/GuXPnAHi/rcvLy3jhhRewvLzc0zjhDW94A97whjf0vJ179+6dhFmm1PiflROFtN0cNJZPdP36dQDA6dOnceDAgS2vrjVqB41fd7PZxMLCAq5duxb08WIJvoMUeyroOM6WHu80Dlq9XsfCwgKuX7+Oo0eP4oEHHoi4hoMGs2C5Yin9mPnjctJChUH8600KcWKjaqTIPzOE1xmhIIjw2s3pIBys0WwYzpxseBtE94yHM90PeWRl14Nl6gSQ95rtbIcUzjp/xhW1AABzKgaMJe5ZnDK+qyZzx9S2xIXzwcjR5QMSvem9n1vz/rfykvuqX20xCdLiQhoBIHvLlTqTPKSxKo1Ad0hj4YwiuMkgTa/bQa6ZNw8JzmnqP3xgoMbcNKUqOQlEEOPyzoL32W+Pf08QXTQAHqj5y6DsXileU/xDjgQnrV9oA9K5baxYw+v/7E89OGspgH/7VvTofa9U8eJhi4VWCM7SuGe9SBbemKTnbx3Bian12PeZe8aLQRoPZ0wySEsjFtJIKQlBGi8GaYZhwzQ1qFkbTkuDa6l44A8+jG/9q5/peb1MO8lBSwrJtW0btVotdD4TQnDs2DEcO3ZsKzYRAPDQQw+h1Wrhvvvuw3vf+15p2ONEniaAdhtoFEVCKKVYXV3FwsICXNfF7OwsFEXBoUOHtnQ7mEadg+Y4DlqtFpaWlnD16lXs27cP58+fDxJ5h7VewAO0YVcuE9cb56DxTaYPHDgghdNUvcy6KUUpfSAGwogid9mk1R0VttHR+XrNPxOds0w0x4x30txMFM54yeBMa4SvAcUJ75OjCyFnEoCRuWebUaiHF5LdNiXmEmbTGXgFDpkEzpi8sEd//mLyAwy9QUOQJpbCFyHNqHX2ia2DBzVWHdNrFC2HNK0ZHezLIM2oONEm4AmQptf9nEaVxEIaAM+l5c9XlQDc/FRTPRcNCINaO6YaC7tWujy8IbzbZtudfE/xevavWepS+bVO3U6Ycty9QHj4ksZtKxaLOP+ZT3fgbLcJ2vC3eSa87wzO0qjUyEUctJVa1G1TQHHn7rXUy00Sy39LAjVRMjhjYpDG3DOmOBftWoKbGBfqKEIaHGwK0naKg2ZZVtceaABGVsXxwIED+MhHPoJHHnkE7XYbn/zkJ/G93/u9eO655/DUU0+NZJu2u8b/rJwopFE7aKxv18LCAmzbxqlTp3Do0CFcuXIFa2uD+VHpR5qmjaxQCqUU1WoVX/7ylzE3N4fHH38cU1Mpu+puQoSQkfRCkzloSU2mmTZdmVFUUin9HvLPOqGLQk6axCGTQlxS/hmTYXScBsBz1vgqecIyXNFZE2AMlEJthq95IsAYyzdiEuFMpvShjdFJMvdMpkzZDTk+Zg+5ZkyBQxZXGEQAN6PmBpDG3DNRDMpkbhr/uRD0COt0MiTSukAGaSycVHa8eUhj8xGKrpDGwCw0iwTS1Bo3kBahin3X/meo5oc91rl7Kwv/ZQ8ohDDGSIFMNsLWAAAgAElEQVSd4HPc+eg4nutFSGed/DL5lhX+tSzmjIIoIMLlKDpp/P0hWE4Xt+3i+5+AuzsKZ6oPZ3bNuza1Yuf6KxbSuWWXS+HBs67J790LG3Oh1y4ITs5EIUsMb2Qqm+EcuYvV2RCkydwzppt+u4A9MY22/+n6oaCYBy8R0pbXvX3l91F00eJCHUOQBgD1/p20neSgJQFaqVSCrutDfSicpHvuuQf33HNP8Prxxx/HlStX8Nu//dsTQIvRBNBuA+m6Dtd14bru0ELdKKW4ceMGFhYWYJomTp48iSNHjgTrG3Ue3CjK7Nu2jYsXL+LixYsghEgbLA9bo+iFxq/TcRxcvnwZS0tLsU2mBw5mTEPOP+OrNqbOP9O0zkA1mE+PwhmvBDhT2pbXRFiAMVcANtbbqrOM7gMSmXs2aJFkMwVAp4qjHQNGsa6aSYOG1Vax+74w14vKgBOd5t5eFUf5+cJaFch6ygFAdt2R5vixsFLXIKFcP9ZMWgS1TNmOFGCRQZpe637PZfvLwEwst+9tiBJx00jT7ACTws5/7l7Dgxp/fqtK8LlQzpnjSMMYQ8AU7LMQWgn5tZ2q0I83Y9d5qOPg4vufgL3b9uAM6DhnvmRwJhMLb1wtdRykrBH+TBycxWmp3KkGKYO1burVTbtZL8ZCWqWZTYQ0BmcyJYU6Nks55HY1o28UHKCu4qEPPYtv/Jy8NUOcdoqD1i3EsVQqYdeuXSNr3i7TY489hk996lOj3oxtq/E/KyfqKnbRWpY10CIUAEINlVutVgBm4hOpUfdi28oQR9u2g6bbxWIRd999N5aXl7cczoDRAJqiKMExSNNkeivALFinmH/WzWET88+IP7jkioSkzj8TBwGyH1MezkwrXHgBAAwdSjv5OuoGZzIppgvFDO+rCCqupkBckgxmKAGsKSFHqJcxQYzBwudjxeWtxYm5VlaRJIY9ai0KgMIqJC9fa7ixkMaWEwdpqunGFmLJrNtSMFZsGkAaq84oNq8GOgVAWJ5ZN6l1LiRPCHGMgJo/sCN1buAtumUiqFlcPpkjhzfK35clYZBEVTuQJmwjVDXqyEncNVEyt032GR4OL77/CahtwGFwluHCWGfMAM5Eie5ZpZRHsx1+CCPCWZyUbhV/fC2VZ2HZKo7tilZeFN0zUd+4fijUf4zXzS7NtlfK3X/jRDizbDURRpmLVlnz1t1c48JGLf+7KjhAwUE/v/A7yUFLymUvlUojGYMk6Rvf+AYOHDgw6s3YtpoA2g6TLMRRURSoqjpQQKOUBg2VG41G14bKo8wB26r1u66LK1euBFBy9uxZ3HHHHahUKlhaWhrquuO01YBGKcX6+jra7TYuX748nCbTXTeih/wzCYBJB3Xi8jhIE0OiIv3PGJhx06CpcidNgLGQJE2vqSHAmABnxHahCg2GXUODyq2bSkIb41yktNKrYihZ509z2g+L66ETgyKEDTJYs3Py71ksdBJsV41CNV0pgHlw5s/nO2FsPuaeheb3pzFQExt9i5DGvy+DtAC8LCqFNKNkgwpOGiukIoKaXrOCAjY9iX1GADUlKewRCLliiHsQJ4YwBsVABMhj64jLVZNsY/h9eT5aeJaYa1zSpH753z4KawpQ24C5y4Xa8j5r+z+lSl2FrXauzTj3rFLywELPDfZ3yJXFE/tiIZMyUEuS2CQ6Tr26aKvrnmNoGOFjIEIac9HKaxIg1Chgs8o41IO0ugoUHChtBQ988sP41r9OH+roOM7AH1yPQmlCHHft2jWwis6sCjXTxYsX8U//9E+YnZ3F0aNH8fTTT+Pll1/GJz7xCQDAM888g+PHj+P++++HaZr41Kc+hc9+9rP47Gc/O5Dt2YmaANoOFCEk6BvFNEgH69atW1hYWECtVsOJEydw9OjRriECow5xHGaZfdd1sbKygoWFBWiahvvvvz8EJaNwsZi2at18k+l2uw1FUXD+/PlILzP2r+deZj1v0IDyz2KKiKTufya7LjSZ49YFxsTXpgXoGgjnplFDgyKEOrLS6Eyu0f2WL4MzV0sHcZKc/kg+mlFxIi5Z4LilL9zoLYsDQXOq+1Nw1XcJ9boc0kTpdVe+T5yyazacGFDUWl5DcLGVAb8tjqFEepbFQRqxaQTSgLCbptX9c4DSREgLuWeRBRIodR7K/OW4Qtgj4IFUO8aJ48OpXDf0AIIQBZQKkAeEQY3Ny8MdpTFhj5wijeQTzg1+Xv6eoSpYfuc5OZzN+BVP6yqc6eTfFQZmcZK5ZzJHKa17JlNaUCs1Og6MCGlx7hmDNJl7FhfqaJpaV0gr35wCYkIdQ5DGVO98x4/8b8/i+V9MF+q4kxy0NCGOg9LXv/71UAXGd73rXQCAt7zlLfj4xz+Oa9euYXl5OXjfNE38yq/8Cl5++WXkcjncf//9+MIXvoDv+77vG9g27TRNAO020SAKhayvr2NhYQGVSgUnTpzAI488kjp2mzlYW92TS1z/IMVaCLCnSHG93RgkjWLftwLQNjY2cOHCBdRqNZw6dQpzc3P46le/GsAZe1jQd8n8ftRL/hmTAHWJlRyFByBEDOHy56XCOefloHHzMVjjr02Zk2YK167YzFcCXmngTOaeidoUnKWUXnVCYzEetkT3LJhui65a57jakmbcqhDCybtkvHsmSnTKZO+pTTcW0gBAbblSSAOA7IYlLdDCQ5rGAVwcpOkVM/q9cO0gEoGMk9Iwg8+ElgFEQa3d7kwPgY7wWXZ+804bPEgLNlW8P/NwJ7rU3Urps+2U3W9FcBWOGVv2lX/zAFxDDmdKPSZShHPPnLIBkg/v01a5Z2LfMKaXbuwFAOzf1d0dA9I7aUlikMbcs1SfkTln0ko46LhovpS2d96kzUfbSTlo3ao4DhLQXv3qV0eMAF4f//jHQ6/f85734D3vec/A1n87aPzPyokikjlomwG0jY0NLCwsoFQq4fjx43jooYd6LtvObhzdnvIMS4MsEsIKoszPz4cqVcYl37J9H8UPwTCrOIpNphmwt1qtwCkDthDMEsIaAUn+mXwmqZMGyAeF8iIikvkG5aQBfcGZTMMIbYxItrgURkAItiRgJMJZsDrL703mN1O2it2PQ/aWN2i2C9F5Va7UvZh3JoY9snl5UNPqnf2QQRrrPadabiyk6XU7AsnEZlUUGcB593bi0Mh3GIBZl4dDAZhFNoJEHkjANKPTZC6b7KEY5z5T/sGDuH2UdsIc40CL30z+uuNDqrv0SPO2KTz9ys/c5xWYyXuAxuBMaxC43HXL3DO1wu7xm79+quUcZu/ovZ9YL1otTfcEaQBQr2cxMy2vhDy/4oFfoSBvmCiDM5mLBghwJnZW5yFNEuroZlwobQV2nkJrkFSQtlMctG5l9kul0shK7E/UnyaAdpuoH0Arl8uYn5/HxsYGjh07hrNnz0aaCafVdgC0zTp4fN5ds9kM8u66VUXi+5FtNaANo3plo9HA/Pw8rl+/jiNHjkSaTLP9bbfbeNPu3ipqbUosXKqX/meiZM4b/+Ptht2ESP6ZxEkjsvyGzcCZUCSECCFhVNdAhLwz6CpUuzMAp5oCCONxKnPKFAUKhPNHVi2P+6hV9Le7h8ssLpKJODSUzyYWH+kmvebAKqoR90wmre6EIE2V9CGT5aKJSnLT1JYPcbKQR8t/jwM1VuhDsV2pk6mX20FjaSZW1IOqgmuWEPIYC2fBQv3PNVvRaWzZTOz853PIxHklVRwBDqbiQiRl28RLkrtGVDW8HDZdci++9pP3wCoCigmYu3z3bMbbFq1BYE539tOZtgMwAwC3IFz3+e5umVkzYCL8m0pUF+u3BAdJsqtzs1XpMuPcs5YZvp+wCpIM1PjwRlH1uldYpFzJRyCtVM5z82WkkOa0NaiZ6PEQIa183SvvT1Shs3oPoY4ipL3q/c+CqsA//Fv5b9FOcNAopakctLm5udj3J9p+Gu+zciKpZADSS4gf74wcPXoUDz74YN9gxm/TKAuFbNbF4sP40ubdMSmKAkIIbNve8mTkQTpoaZtMA973vaVwFtqI/vPPpPOLy4tZRpyb1jXMEfCAjX+AomnRhr+6HoEzEfSorDdbCjdNJip78NDNgYRfoAKIDKCtotZTjpmsn5hedaD48GlNCQVRrLjCIA5Uy4Ulc8haQmEP39GSuWmh+VoO7GxMmFvTgdb020xIQi21hg2tEd/qwCiZMHcZkSqMcZBGHDcCaQCgVdqJIY9ACjBjajEXjjVmj4El3hGTwRX7X+a2yZYXCq9MWbmTzSc5JkCMm63ruP79xyNwxqQ1ouc9D2dpRJsazKbwGaOHSjmC1m51epVtxnFbLU2nriIJyCGNlwhpVT8HLw7SmBq3Ujb1ThnqyGTnvdYY5//9s/jqb0R/k3aCg+a6LiilXR20u+66awu3aqLNagJot4nSOGjVahULCwu4efMmjhw5gjNnzgwUKEZZap/dgLs9ZRLFu4jHjx/Hww8/3JcDOIo+bMBgctB6bTL9xum3bmp9m1YKB60zawxsidN5d04cVHINbgNIi/nBjwwOZU5azAAyOl9/cCZ1yiTT0kpaQl/ykEiv2ZGwNKuoxz4c7ya96g32RFATxZwpFk7IQE2EM16Zde8+Zeeix09rOaH/eVBjYBasu+2GIE1rdAaoStuJQJrqQ5lRMqUhqHrZc7DE74u5qFRVQq4Z76aFRGmkoIxUrbiwRw7U+IbqcRUWeTCU5LRFGkiLy4tbluwjsutAdk35DvX6k4dhFQmsvAdnTq4DZ67egTPmnuk1AqsY3r+u7tmGAWSF800CZ0SVnJMpnGjecZuakfQJ66JKKY/pXXLoYu4ZLwZpvHsmU1UokCKDNNPUYFfDD4CpQxJdNG1Ngz1nQ7vpfYeETz/0F28VaeCi2f5myCBtJzho7MH3VuagTTR8jfdZOVFq6bqORkN+A2blUm/cuIHDhw/jqaeeQjab3CulH43SQWOtBtKun4fVQbiIo6rkuJn1ik2mX/GKV0Ru8EMvmd+PZL3LJApBmBAeGankGAd9AsgFkCYpGAKECyFInTRViZYp1zQv5yc0TQVMYVAohoCpqnT5hFuUmzdiQxsj6hLa2NmQmBGlJKHcqIT31ZpiA664wiDRAaxetUEcCqsQ/TljcBaan8sLcyU5d2qbyzvzgYuBGoMyXkluGluek1FCcMaktL3luRk1gDMm4m87A7UQeNmu9HtTqy15OB+XmxZxzeK+rzg4Y7IEp5T/fvllivdcPj8sUhhE2BaZw9ajMxYS6zOoKKjdNwdzSg3gDABUH9AAD84ii6uljNvdEIBDhLPNKuahBnUUVNYLAIDp2XowXQxvlIlVm4wDNVHlSjycxYU6yuTcyoAAoEZ4p7pC2s3OPlE1DGmA910x0Lb979TOhyGNUgrHccbeQWMuYFK6RblcxuzsbOz7E20/TQBtB0oW4ihz0Gq1GhYXF3H9+nUcOnRIGrI2SI261H4aQKzX61hcXMTq6upAYXVUcKqqKkxxcN9Fruvi6tWrWFxcRCaTwblz5yKx69sSzESlKBrizcYqviXMHwd9bADpL2NTRUNkA8+0xUXSPAGWtQYw7RCwAZAO8KnknuIWenhgkVDti5de9e9RLoVdDA8qZXAGdGCODwmUwVpoWT4YKQDsfPdjpzUdqZsWvN9yoDZtOFn5soySN1KMaxqub7RiWyAQy4ViRu8dLM+QgVoAXkEYYfh7DHqZRdxhwZFKC2aRDeJArdu9juWgCdccFa8zbltjC3zw62biH6Zl/SgQVYGbN2DPZFE7lIHiUDgZQLEoVNN3yWYA1ecTl6saT5UOnCW5Z1pZhZPtzxKWumebkAzUZDIb4euMd9Nk7hmTU/U+p8T0fau+POU1kBY/x7lozq3eInR4KIsLdXS1jovmZDw3VGt6/zsZD9Je886P4m9/7+3Bw8ud4KAl7QOldOKgjaHG+6ycKLV4OGo0GlhYWMDq6ioOHjyIJ598Evl8yvjvTWiUIY5AspvUbDaxuLiIlZUVHDhwYODHZJQOmhvX8FUQ3zaAEILTp09j3759W9tkehDqAmaxEgeHiBkUJoVQ9ls0ZNBwtgVPhJVm/EDeKXYfeMU2qvahl1UmBBCBtW7S6zaI5cKRgBqDMybmbNl5LeSeicpseIDj5CROXdOv5teKQprKhRIqphOBNLVh+e95yxBBTW0IxV0EEdsFkQAcXDeANMJ/V8JDhUCsAEjS9dPt/s3ArFuoY0wOmghs0u0MpgvzMreMXUsMzAjxwGw6A3NagzmlQnEorLxfNj8XhTPLhzOtDlidVK+QjIr/+ZiiHExS9yxt7lkPhXaoI//eKqveDhiz0X5kcQp6tzU0qDPJwO7W9FhIYw2kRclCHYlJEl20AM5iqjryLhoPaby8ipyAnSV4zTs/iv/2vn/tTR9zB61bBUdgUsVxHDUBtB2oOAet3W7jxRdfHBqEdNMoQxzj1t9ut7G0tIQrV65g79690vyqQWiYjbK7rbcbGFJKsba2hgsXLsCyLNx55504ePBgpMk04LlrQ28y3a/6ADNpDhrfmympaTWbT7KMpHLekbAuVQEEd4ioanQwrCjR0MmC5PqVungp885SumfocqjVmqSSWxrHLaZohF7pLM/Jd2AtLhSShQeysEEZqIliLpeTi8Kg2up8ZwzGGKix1+K8TlYLwRmT4oemuoYawFn4fTuANFUIRxRDG4m4fDFk03U9OJOFPrnUO3dbwnclq4aaFsxEsXMn7iFRUpPpODATB6J8tVOiANnOeeYWMrCnvNdWUYOd93retWcIFAswp711OHoYzrQE04mBGQDY+f6bR/etPldprntuWGpQa/iFtcpGBNKYe8YkQppb4q71GEijKzkgI9z3JJAGCM5ZUlVHiZiL5mQ9OGP/21mCNzz9SfwvP3z3SHqzDlJpHbQJoI2XJoB2G6jZbOLKlStoNBqYmZnB+fPnUSgUtnw7tlOIo2VZuHjxIi5fvozZ2Vk89thjmJ5O30izn3Vvxxw0scn0kSNHIk8TWZz+tnXMmCQOWNowx87skqqNiAE5JknREOakdSsaIg07lM0rG2DLKj2qSnSwrKiAOL5WFRBhGi1Ew5n6gbM4hUq+u+lDJMXcOh5q3Ey6nzAGarIGz5F5fehhoMbDWXi+5HuZ2rJB2g5oTLVGjRX8kBRykYU0MgUtFCzJde3QANLCrpk87LHjmsmKcfifEfMYeXW7n6d070OKyTGLgpmQ55XruLZuwfvbKeqwipqXo1hUoFiIwJna8gAtWA0HZ7x7plcBu8vPZprwRqWmAhC+czX6uVD03mxvYepJMtezAaSJ4Y1xkkHaZqTcil+vCGn6qg6aZHClcNHiII24wK//8QX893/xLza7SyNVN0Cr1WqwbXsCaGOmCaDtQLGnQa1WC0tLS7h69SpmZ2dBCMHZs2dHtl2apvWcDzXo9bfbbSwuLuLixYuxhS+Goe1WJKRareLChQtYX1/H8ePHgybTvMYGzGTq0U1LrNqIlEVDZEU0HMcb/Mp6MwHR6VlJaGAcnImSDWyVdG4aCAFptKPTonPCTRG+mCjGCvXwvcCVOFdJIrYb9Hbj3TkiKQwC+NDjr5J34bz3otdI4H4lPF0nPrxRSe4Ze08GaXwFRWI5EUiLOGOR970dobKQV4eCtE35dvOg1ua+b1llREuAL3F5SXDWD5jFFTgQz3Wh8IcIZoRSOEXdy2PMqSAOhZ1XoViAle/AmeqzqelDmN7s/B1and9uTISzNO6Z2lSAZni/XL0PC2zdO7+ZcUQFYIsLb4Qpn26t+M77rhhntBE9nxmkie4ZE3PRQu4ZU4yLprQVuJn4c8W46W0HcRCGtIQG1jykGRuAKTCJXgesggdpAIHeoHjtL30U+es2/uwzPxe7LdtZ3QCtVCoBwCQHbcw0AbQdKMuy8J3vfAdXrlzBnj178Pjjj8MwDPzt3/4tXNft2lh5WNI0LbaS5LDlOE7Qx2tqagoPPfQQ7rjjji1b/3YJcezWZBpAkGNGKR1POAPkYVqJs6er2hgJc+TFDjPvgEkGyUmFRKg4KFZINIdNVcNVHQ1j03CWWgqJ7Z3l5tOEMMonE0oj4XxO3ohWpmTzCyGhvDsXV2wjND/nwiW1GCBcvpoIYYRz1kRQI4LrxpZDM6q0vD3x3TCqq1E4Azy3zIc03hkjvrvFgxphrmpcOXredZUVDLGEPDL+Paa4h01bAWasNH+mc75R/9xjYAaXwi74zpnfhoHlnAEI4CxYdExlel3eC1oqtUXgZCmMUmd/nDTPMiTuWTeRdW7fN+GukZIOGgdpEjllA1D6jLH0IU10z+IgjcFZP8re5P5e6/ytSg6VlfcgrbFPw+vf9hH85bP/c9/rHZVs205s/1MulzE9PT32xVBuN02+rR0oBgN82B4rFGFZ1pY3S2YaRYgjX5HQdV3Mzc3h3LlzWx5zPuoQR95NTWoyve0LgPSqhKbVXT8nVYpkcsfpQJpYJIGQcL80QB7+2EszbNsGxMtKVdEhxs66YaFTPCFJ0tDG5GtGBm5poI3EVHhUa51RNL8cEc5Cy+JdNe4zcSGDxHICOBIdPCIUE+EhTAQwcZ44qWWPBGgMRCrVltwVA+QhjWy9LAxRdo/hQU0MiRXzvfgHBDLAk92/u+WZJSmtO8zDWEZ4oJQ3AEphFw0Q24U1pYM4NIAzxXLRnmFtEija01yOqdaBs8BJ80McLc4x6xbaaJQJnAy6wlla90zWhzlO5GYmcLrdWQ62YtyzyOd7gDS15i3TmZafi+TlLFQATkF+LhhXDdi57scge807B1zuVOjmomVvci8VBA+DXBVQ2OVheJCm1wHF9Ga2cwRqm8LJEFgFMpaQ1m1ct7GxgZmZmdj3J9qemgDaDpSqqnjwwQeDwg5Apw/YKAFtK6s4UkqxsrKChYUFKIqC06dPo1QqwXXdkSQEq6qKdjtdX5hBilKKVquFL3/5y6maTO8YMAOGXjQk9rPSyo/RfmneZyQ5Y4R4bCU03E2dm9Zt/XxRCNm1kJOU1u4CZ3EKQZt/7Nx87/cffjlxcBNx1bpUP4ysw3eu3JwegbPQcstNuBn502qlzefHCU4BV76eVV3k94W0vM/KXDGAc8aCDRG+Z/7+IkIO/1nZd87el51PlMY7ZsBwwYy5Av65w8IZCaUdaKcUTl4HcSnsvBYUjnGySgBnWsubxuBMa1FYRUkxLQmchd4ve/87foSgUfaLjGzBT2qauhjKune8QqAmLqclyXvlIU0S3ihKragRSFPLnfNRrSuxkCYT76JlbsU/BIuDtOyNmFxZCaQxuQaBYlJoTe/AMkhTLIrXv+0j0GvO2IQ82radWFeAldgf92Iot5smgHYbadRl7reiiiOlFNevX8f8/Dxc1w0qEhJCUK/XUa8n94QZljRN29J1sybTzDl81ateNR5NpgeplA2rwx+JqdrYC+zJBrOSwSeRDVJlOUAs/NGVhz8SPrQlBRwmTldIeKAvmzeNAyeKO66KkOtGcxKXLSG0kdhcOKM/SI911XzXKQgh5FwyEuNIKU0LxLThZqPbxQCM/c9DGA9n4jxKTG+xoDy+BPwTXTF+uuyeyqbJCsmIzhj/m8Afd1nVUFEp+9uFlilTlzwzVpmRua2u75qx3EPPLfP7clkU1pR3HTgZJQRn7O/IbigdOBNF7A6Y8WJwJlNq96xbcZA+pV33jou9O/3vLSl5x09WRVEmGaSF3hcgzdjwXcwmkbpoSluJNAJX7LCLJip3I1zIKE2BR+aiAR1Is7MEWotCbXsfViwK4gLf/5Mfgl6z8en/5+3IZDLbFnDS5KBN8s/GTxNAu40ka1a91esfFqBRSnHz5k3Mz8/DNE2cOnUKhw8fDuXbjbLM/1YVCRGbTJ8+fRrf/va3QzfnHQ9mogbhpMWGPHrLj63yyNbt8ANfP4eGOx+IqsqBKa76I7c+6l/ThCjRint8zhk/6O0lhFGcVyzLDiRDW5zr6A+2+eIkNJ9JhDNRSsMMjq0U9MRlsPyupLwzH5oYVDFQEwEsblpknqqfd6vH/NyyZcjeT3LFgDB8yfILWZVGGRiZXVw1/l4pvu9IvqNuLishUaBj+8RPF3Jig7L5omtWMAK3zJrSoVjsbzUIX2OgpLZdaK3O9jH3TGtEnTTmnhl+/pkVjgQP3LPg9SjdMyf5mGsb3vFloCZzz3h5RU0Ae0ZSNKcW/SyDNN49C73vQxqDs2C7JJCWWff2xRW+fhHSmIuWu+G/FvpVhyCtS6gjLwZpdo5Aa1LYOQVa04VV1PBTb/jP+MVffwWKxWLoX6FQ2BY91CaAtjM1AbQdKkJIKMQR2F5l7gepW7duYX5+HvV6HSdPnsTRo0elN81RA9ow1x3XZLrdbgcFP9h8lNLt28ts0OqzabXUSUtYvrRcv0zSEEoCKoGSUPgj/+Mr67sm209xwJ70cCYOsNI+Me4V2mKcF1IPV29g0BXrkHGgEFQ2ZKAW45ARyw61HeDBTtbwOXC/4o6FKRxXIyZZnzmiPIjxgCe+LzqZ4rkgOmPsWLDvnc8nE8vsi+cC76rJAJn/vuKAO256P2Xzqds5fzjXLAhf5ODMyWoBnDkZJYAza0oNGo+bU53fA6p4YBYngysMIsJZv/KKjQhhzmp0GgC07+gjZLSLtA2tJzdNK6tSSJNJrfQHKHFOWhrlVhFq9yFCWkhdII25aLxESHMKBn7vP30Tat3Ef/zwD2B1dTUoXZ/P50PQNjU1BcMwttRt6wZokx5o46kJoN1GGrWDxgplDKqSZKlUwvz8PMrlMk6cOIFHH3008SY1SkAbVpGQbk2m2f+2bYMQcns4ZkDfYBZdTHc4S5xfrCbJD2IVEjvoj4Q/2nZnXvE0UhRQuCD8uR83KJauTFI8wl8ugHjg6KZWOwpiPea/BhULHTfUgLjrZxxWNTH8GSJWyeTXkXTM+M91Ox6m1ZlHhDd+WbhdQUoAACAASURBVHFAI9nGkGzbmyfuHspgWfZk33U7oCd1zbiTSziXacz9S/pwgEl2TGUFdAw97FIzOGPuaD4jwJk33fZDHBXLgVXsfC+uQSJwpjf818XONvHumV6jsPPJg2rePTP8sMfmXm5ayXOANKFYcVKYXkgEyKxHj5m5W1Y1Vr6tiiWfnln1NsLcJQdAVWgHwEOazD1j0qve+qyi/HzOrahwYkCXQRpzzwBAMZNdNL5CY5zS9rLOrXWORXuaBC6at20u7JwCO6cA0KA1bDgFA7/6M38KpWHiD//u36HdbqNWqwX/VldX0Wg0oOs6CoUCpqamQm7bsCpod6viWCqVJkVCxlATQNuhkj29GXUOGruB2LYdKe3eiyqVCubn57G+vo5jx47h3LlziTcnplE7aIMGtDRNptnrN06/daDr3rYaEJh5i+ryBFSS48actNBn47bJpQCiTa7lGxPnyHEFTPiBt1iaPw4qUixXChlpoE3mkrXbYTDhXba4fCbmDPF5XFlDHmYHhPadL6whwlpIthOGE77AhwhM7HgYuvzYsHn4+UTxQCzeu2S9IvmCIQHgCfliQNgZ488BVY3mqvHHm5Do8eS+J+o4secmlYT/JrWSCIkdG0eAMw7MvPf9SpuFTABnrqFC8V1SBmdq2w3yzwAPzhiYAVE402udfRThTHTPjCrgCF+3Y3hQNlRRwBCgzZzt32UzSkospInS/NBFrQFYU8nEo9dILKSpTcRCGg9nTDJIAwQ4c5HoovGQlrvl5ZQFy/dh39UBxf9OMxUKxe+hyHLRGKSpbQd2XoNeNoO8xx977e9CaZj4o79/GnNzc8GyHcdBvV4PoG1lZQX1eh2O40TctmKxuGm3jVKaykG79957+17HRKPRBNBuI43aQVMUBYSQvgGtVqthYWEBN27cwJEjR3DmzJmeKlKOqlk0W/eg4HDHN5nuR1sJZinWTV0q75mWtJ18Xhl/ngo/3kRV492TmB96mnDuEREQ0jzljQMTNuCOgy3RNWJuD5tfDIuMg7AG17iKvwckXN+k7tsa4r1HzNsDOqGHSedCjbNJRAjjj48IaqJbyd+T444b28bY4+p664lxAakfLikDJ7H3Hj9P6DwUv7s0rSDY9ipKNHRS16Ngxm9XRgt9n27Br+BoOaHG5FZRD9wyHs60pguqdraRhzO9LozuE8RCHh1JcVNRMqiQuWdUFhXYw20nc7Oz7e1ZrgBPjHsmirUDYKAmume8mBsYOGUcqLFpwWsB0vhCKnGQprbSHdv8qheiGFIXSAOA3E0/vF9BAGmuSqSQxuRkSABpmZL3ptpmBYfc0HX44w/+B6/yba2BP/rn34Sqqpieng5aHAGdasoM2iqVClZWVtBsNqHrujS3La3b5jgOKKVdAW3ioI2fJoC2QyV7IqPr+sgaRQPeNvXj4jUaDSwuLuLatWs4ePCgtIdXGo17iONt02S6F20zMOu6LFmxkbjlxD1VjSt7TkjUpUixT5S7Hr1wNX/Z/YQ2mlZ4IM67Vl2KhQAI57LFueKusO8sV8txw+vjxV/3vEMla+bNxN+nxOWKgJrWVbMsebEPcX3iPOI9k3+fXx8PPD6s8XAuFqaJNEbn54lrdM0k5l2yc0/srSYbaOp6+HvPGKHzhs8LdAuZUL86BmeK6cAuGAGcMWlNH9aK0e/WAzPAKoS3SXTPiB3ORZPJ6T8IJL1ShOkxB4oHNVFqTIeX3KoCs8dxu14liW5aL06aseFPl0Aa76KxZtOKI4G0GOVvJh88HtKCaboSuGgM0pyMGsCZm1WhtByvMmvbgpvTO3yoKh6s+fewP7rw/mC5hBDkcjnkcjns2bMnmG7bdsRtq9VqcF0XhUJB6raJYmOabkVCJjlo46f/n713j7KjKtOHn11V55y+JITcOxByD4RLCGHAkAygLpXLOI4yzIjjyCiKjksJSEQc/Bl+owiCqB8yuEBHFNEPR2cgMo7iB+pwU5whIBHphHRu5NZJ59Lp+7lU1f7+OLXr7L3r3VV1Tp/uTtLnWSsrfap27dpVp6rOfup53+dtELRxhLFW0MQY0pIkubhyW1sbLrzwQrS0tCRvaEC9c+CqgVDvOOdVhzOM2yLTQJm8VENqatpFDeElCfun6qUl1ViL5KfpIWggctOkdQCixE3+aHIRDLvR+q4ltFFXSYRaZHLpMylCnEdD/bLZKDkTEMREVqcEqTI9b1wPygmSx6U/J5PqiAkMSC/AdIIp+pTHIyZV+v5kQxDqmZ3iGcqLMSqg54PLZE4+Jv07IYqt6yBDGkU7efsMobDq5DfjhKYwfktWKYfAMzasYvmzK6lodsGD2+qQ5MwZ9FFqtUJyRkEOdQTKjn4yRlw9qwNyhxksFyhUOQ8XuXQUUdNz6QR05YzuN76NIGcCJiVNkDOBCEnTVLSWLq6qkQwh0ZVVNBmyilYTSRsqRepHvvfUfyrvM1D7/aE8Hj30LaWN4ziYNGmSom7JaltfXx+OHDmC3bt3I5/PI5vNRkib7/uwbTt2XiHqoDVwbKFB0I5TmBS0sXRxBNKpWMViEdu2bcPOnTsxffp0rFy5EhMnTqzLvoFySMBoEzTHcUICldaWt1QqYfv27XjjjTeO3yLTMikwhQIOk4wJYpTaaTENUtZYS5XHJm9rVN6CMB09tyzmrWkEJvOJjBNv9CAjjrSZChbrE3ydeOlExkTahuSwxhTyRaFYITJ6eyqssZjg1gioxMhEwPTPmYzZQdN1y2MxhSbmK66WOgmqKTTRInLNgMo5190eyUFFXxxESkZQx5PRrpMw/yzYVgtxDGvcBQQttNhHhZyJSbPbqt4HjpR3pqtl8udsv49Si6amNSU/F+qunlXxKGKGdxSWuNQD4iOImkk905HtoUmaCZk+oGT4WW7ZWz4gl6idHJePFumns/y/nyTmByRNhDOCw3hO04Q6yiQt01tE6YSsQtLswSK8lqxK0nqHKi9y5Ps9uC9ZxsHftH2yPAbtGfjo4X8N/45T22RDkt27d2NgYAB+cD+1t7eTahvnHEeOHMGUKVMSTmIDRxsaBG0cYaxNQpLGUCqVsGPHDuzYsQOTJ0/GihUr6ho3LYhRkuPRSEDs2/O8RIImikxv374dEydOxPnnn3/8FZmmCEEdVbFydyz2c5WdVf5OkVNW1b5kp8eUeT7l9szorAcYVA0dllVWUxCdtKcmf8VSxCiCUUqJCXHhewL6ccqKlmmcMplS6oXFnBf95ZH8nNDXpXmWyuYjjh1dJ6CFJlI5g7H5YPJ6zzMfo07SBRHTyTVFtnXSRilpQqWVv3fx/ch96kqsIGeuKCiuKmcyOWMFD7ZTWSeTMztfNnOIQ7a/OoMNWdXJ9lYm8zr8jHo+SPXM9IhjhPJVmwN9CEHUXEPQiZ2PLpNJmkk9A0TZgHiSFoeWTsAl1DJZRWs6ZN6eCnVsjgtplFQ0HTJJyx0uoTCl8uU2HSiz2+yhysmyglIc9mAxLOXBxIurXLb8rBHPjVIJLMXLpL8+8drIsseOfEf57DgOTjzxxEhN07179+KNN95AU1NTqLY9//zzuP/++7F48WKcfvrpyOVy6O7uTjQTSYNnn30Wd999N1566SV0dnZi3bp1eM973hO7zTPPPIM1a9bgtddew0knnYSbb74ZH//4x4c1jvGABkEbRzhaQxxd18XOnTuxfft2TJgwAeedd96IxEuLHLixUBHTGKToRaaXLVuGqVOnKmroMUHMTGRGXzdiu69TyKKubsW1Hc7+4/qrtraUBDFhj4RFiuspQUWmSAJF2igXP048ZxIJnyApnhamGJe76ft0KKTpHvd9lSjEETBAJWFJtvQCgojp66i2BHghxvZfV79M4a1p8119n1TEjG2BynWThnzr37nnlb8f+ThyWeXc6AXHuW2DFWSzEFlJc2DnJbKmkTOhlonwRldTy5LUs1yvD7eoEa8U5KwqBJvmtJA/8ChpS1LPIsuLQDa4nIopI9xEyKMTCNbFE8xtgShJy/RW/nYGoipaLnC9dPLJJE3AKkXPu0zSWiQjkBC6ipYQ6ti8v3yvC1Img2essjkIAD/rhCQNGRsoeeDBCwdWLFVIGqCo54Ko+b1acqPnwZLCz/3gJcpfT/pwZBwA8FjPdyuHxBgsy0JTUxMWLFgQLj/99NNx9tlnY8OGDXj11Vdx+PBhvO997wMAnHnmmVi2bFn47+yzz65qvjUwMIBly5bhmmuuwZVXXpnYfvv27fiLv/gLfPSjH8UPf/hD/Pa3v8UnPvEJTJ8+PdX24xkNgnacwhTiONYETSZIvu9j586d2LZtG5qbm0lCUm+MdMFoExhjRhdJzjn27duHjo4Opci0TsyA8jkb8yLTOqHQa33FtU29C+nY04Ymin3VixQa6pxR+WWx46qi/0SEzpCGybHu+EiRMLGtbsOeAhHS5vuJuW3KtnIBcFlFMbg1yiF+gOY4aQip5FIoZGL74HnIPc9MIKmxObaZcLlehRxTronaOZT3q6zTDT/iQhM9L95URtlhzDVELZP7NZF6YUgihzo6TpQo6i+nNHUhopxpte8EObMKgYohuTRSypmcd5ZEzrJ9Huxi9eGOFFLXPTMh+Bpk0lZtbpmO7JEKSaPUMxmOFE2c7VVJWoYwT4lT0iiSFq4zkLTWTg4vq557iqTpRiDMTyBp8rZdJVJV47ZVKeUghTomkTQA4NlMhaQBQKFYeVkVEC9xv4f3unhG6PeK4fdMEDdB1ChVbPLkybjssstw2WWXYf/+/Vi8eDF6enqwd+9ebNiwAX/84x/x5JNP4u6778aZZ56JX/7yl/RJInD55Zfj8ssvT93+gQcewJw5c3DPPfcAKJPH9evX46tf/WqDoCWgQdDGETKZDHzfHxOTDAHHcVAsFrFr1y5s3boVjuPgzDPPxIwZM0aUmMn7H8taaPK+k4pMy+2OCst8o9tg9dcSRWYUa/qEtrH7H4ZKp++LqmsWGU+cYkjvpPqBpSV/mvMeD0gJSdRkmBSXOOImCA+V20aRNo3YhiYWwZh1gmRU5mSSp+1HD/lUHCoNxyK2kclRmVyYv0suuU1Gxi2NQSdqZOhimudRMZrTEkJ3XUwC5+F1IRB7fXBeIWkUydW+A5LoysRMjDebUVXLppyRnDHXBW/KhsQMALyWqJRlD0nrm5OnN9m+yv68XPJ9ORz1jAxvrMZav7ui+hQkNSxOPdMharaJvLS0OWc6SaOQ6YMxjFCQtBxRM04naU3d6a7jlgMBWbKrOImBita6L/qimtssLIZeF5IGqOq+uE8MRK0S8aC9BCR+X/7twAMolUpgjKFUKsWmTfT09CCXy2HChAlYsmQJlixZgquuuipcX6TqLtYRL7zwAi655BJl2aWXXooHH3wQpVJp1NNNjiU0CNpxCpOCBpRzvaqpH1YvcM4xNDSEQ4cOIZfL4dRTT8WsWbNGhZgJ1MPuvh77lotML1iwAHPmzIk8ZEedmNVbgSJ3Yf6uY5WxOjk5VqtypcrjUndALzeFSwro49KtyqsaA0V+iRyzNC9pTHb+SdBJm+k8SqQiQlSoED+d5Mn7MZ2rYBvua8pVxjHm8HEpZy1CwLRxKp9Ndeg8r0JGTARLh23T6wShjFPpiO1CkkhcC7HXh+n71m31xT50YpvNEEqaIQdNjMexwOSXWZqSJsiZFRAyr8WJJWdCPcv0B6YizZZCzijUqp4NGyZxXI4KlYhOaUK0bRxk0xDKwVFWz2RkexGpMaYjMwCUDGpZayeH2xzfgUzO7KJZRRPkDCgXnZZJWpyK1qITs5jctGpJGusbAJ/YCtYTSIyuQTHLOOHz0R+ipUyTsdVjPd8NX7JzztHf348DBw5g8uTJIdES6RRiXtXd3Y0TTzzROM+qpSZtNdi3bx9mzpypLJs5cyZc18XBgwcxa9asEd3/sYwGQTuOwRgLQ+OA8o1r2/aoEzTOObq6utDR0YF8Po/W1lZccMEFY6LijbWC1t/fjzfeeCOxyPSo1jIbIQVK/nFJDEusbESvk/5Oo3LVtA8ZwyFMpNFHlURvWA6T6XKKqEk5kIK4JYXBUdAn6LZtVnzEuPTxxZFlz1NLCgDliZAphw+qCqaoQBrBSKVwiTHIEPe1vn3KF0Sy01vEwZFQ6UQ7I+mMhFDFf2fc98vXAvU9ESoZ+TJDJ2LisxwemssqhD6SgyYraYUS/KZsSMyAMjmTIZMzZ9CF12SHxMyEWtSzXA8Plmm1tAhFJz9lZMie5VbIWmEYLuppHRwz/WZCmOkP/o8hac4QTdKcfHmdDoqkTdjrJ7o66iSttbNkJpdybpqkosXB7u6HN3kC7INBwp1bIWkhHEe595njVNSyAmGtSbwgFb9pj3V/J5wviVQJ4fB88sknY968ebAsS8lRF2hvbx/Vl+AU9P2LeelYj+toR4OgjTOMppOjCOETxGzhwoVgjGH//v1jGmI5FgRtcHAQ+Xwer7/+OubMmYOzzjorQpLHnJil2qTK0MRq98Gs+qlcFqMn6HETfcboCWmcKYfeXoyf+vFJCkOLq0cVt00tpMmAatU2sn3cOeacNuSw7Xirfn0bKsdJhhwWKBMKaptSJcyImUJuqO1MKhcAuG5siGnceY6EaorPcS8KfB5RCWOJfkweo/H7FteUPL6A3MohqaHqqLTLRPP2iBy0yFgKle9Rz0nTyRlQJmVxcJuTn0luE0OuRx2rn6n9Nyt3hKNwoh4anX57qnZXdB/l/wsnVhwNC5PUncRZ7rfsL29TPIEemBNwD0HEZKImloWfNZKW661ca3EkjTQNiVHSws+aiiaDDGdkADMqZ/Ghjk5XmZSF5AxQyZhlVZ5jBEnzj/RUPlNKmUbUrl/3AfzmN78J7fNt28aBAweQyWRw/vnn44QT1NhTQc4KhQLuvfde3HXXXTjrrLPogx0FtLW1Yd++fcqyrq4uOI6DqVOnjtGojg00CNpxDF1BA0bPKOTw4cPo6OhAf38/5s+fj7lz58K2bezbt29MjUpGm6AVCgVs3boVu3fvRiaTwcKFC7Fo0SKlzag7M9Y5NDCxAHOafmpxfkyjcsm5Y6ZQMJ3IiKLQMTlLiRNYuX+xqkqSY5ooh33K+xrhN5Emtc3Y3hRiZyAFXHdXhHT+TdtouRPK96VvI95cC8IUExaoO1DGfm9xKpd0PPLfzLKM5zM2ZFOexMUog8ZtTP1GBsGNKlwkv4zINSRz0CjSqxcSz2bBCnJYY3Juiq2RMV8LbfSa1O+EImdezkJGC3e0C7pzY3Q7Mh+NIAlCyckd0c1aKn+G5G2Y1vrl/Uh/99BETYeTr+w428uNJE1GnJoGVKekidBGE0kTkEMbdegkrbWzpJxjxtUQTYWkxYQ6Zrv6zS/tZLU9jqQBlXUGpUwPZ/xpYAIiUkOOHDmCN954A/39/XAcB4VCAa+88gomTpyI559/Hs3NzTjvvPNw5pln4uWXX8bq1avBOcdTTz2FCy+8cMzUqpUrV+JnP/uZsuzJJ5/Eeeed18g/S0CDoI0zjHSx6p6eHnR0dKC7uxvz5s3Dueeeq9yEY10se7RcHOUi01OnTsXKlSuxdetWJc9sxIhZlTW74ruqMmxwOMRMXmZoH+bR6AWbbZuOItR/lDQTDXIyacoRCibq5ISdUhYAsxoDKIQkUXGS+zQRxypJ1LCQ0kVS2UR3L4zJiYprb9qGe144LpKAyYQpbR6qRlaMxaDlz2KiZbDJ53qOlminL5cnbKYcRpMpTbWlG+JewJiIL5FvRpqrOHZU/cxppRCyelgjcd8wBktW03JqG52c6XAGXDBXvS68nAWrqCll2VGYyGq7CMlb8J+stjUd5pFlQIw5SCn6/eZ6eFU5dTpJcwbodrpyFlk/gLDGmA5B0nRTEIqk2UUekk0BytVRoGW/MCBCeqVSC3Vs2t1Dt5MdXE3uqoBC0vzugDXrShkRzsh9jp9qNdB6enqwefNmTJo0Ceeccw6am5tRKpXQ39+Pvr4+bNmyBc899xy2b99e7oNzLF26FFdffTUAoLe3t241Zfv7+7Fly5bw8/bt2/HKK69gypQpmDNnDm655Rbs2bMHDz/8MADg4x//OO677z6sWbMGH/3oR/HCCy/gwQcfxI9+9KO6jOd4RoOgjTOMlIImHhIHDx7EnDlzcPbZZ5PJp2OZAyb2P5KuRXFFpsWxjwoxi1uWqqsqCBUSCAYFU3sDodL7Dz8nGRiY8oL03ZoUFYsBVnK+Tah82Ha8QuFrE1wKVK4QRQp1MpgyjC4RaUMr02xrCr+EgSTFWMAnEiDZcCStuUlcaKhpDPJ3GKdyxbhAKtCfh6YXLGkcQuPa1lJvj7qWDdct+bJDL85NFe2VfydKpYiSBkQJWxpyxjwOZ0DKVcslP6MoclYP9SwVpK8gorZpyyLhkikghxkWZPKVp797UZQ7SU3LDnAUW81tMoMcpZbhkd7mg+X7Wf8uqFDHpoPm+UWsihYg11kOXVTy0fTnmImkaSGNITELB8iiJA0I79d1h/9VaT40NISNGzeir68PS5YsUcrvZDIZTJ48GZMnT8Y999yD//qv/8JNN92E0047DZdffjkOHjwYWunv3bsX8+fPx7Jly/DFL34RS5cuNZ6jJKxfvx5vfetbw89r1qwBAHzwgx/EQw89hM7OTuzcuTNcP3/+fPziF7/AjTfeiG9+85s46aSTcO+99zYs9lOgQdCOY1CSdr1z0AYGBrBlyxbs378fs2fPxkUXXYSmJnOMgtg/53xMJHfHcTA4OFj3ftMUmbYsC67r1t+ZcRTcDOuijAGpCiwr3aRRuOJg22byqE8eBUJSqI01hlAx3QxBQHz/4Y+5tl42VZFJnrausi+5NhYxnhSkDUggbnF1sqoFRVKS8qJMBEgnEXrfhrwsqfPKn7bB/CKpX30MtapcJsdUaZnJ/MZUh49qm3ocOuTrUlcQKcMXEIqn46g5Z9lM1N0zm1GLgVPDjiFnVr78so1p36WfS57apDEGGRHUIfes+VCQZzRJJyz0tWFr7yRzvVwhaSY4QxzOEEdxAn2usgM8/J8iabm+8jhNJK2104PXFO1bVtEEOQMAq+TH5gKKYtNcJsuaiqaTtHCse3sjy2JJmgyJpPmHu+OfnURutE7M5BqxbW1tWLp0qTEcsLOzE2vWrMFzzz2Hu+66Cx/5yEciOf4HDx7Ehg0bsGHDhmEraW95y1siqTMyHnroociyN7/5zXj55ZeHtd/xiAZBG2eol4I2NDSErVu3Yu/evZg1axYuuugiNDc3p9q/UI/ianeMFOptsy8XmQYQW2Tatm18+pzb6rbvsbCZT3RMNL1dJ8LZjLk9VahcRlDkKy1Rc9WQxmg/2vKSnPOW8J2Y1rtuuaYXZZEvT3wNYXOV9elUuVRqW9yEJAlxOVKky6VhG7EsIYQ2cZ8yuA+4BofIWsZQi8rFfaPLqU7AeBoSaNhW75saB7FB+Zi17cj7j1hG10EjJpfkMjrUkeUrv1mWdk1yXU0jyFm16pnISeMOA4bUc+Q7xD0ao54VJqV4btV4m+V6KmPTyVritoFC5hlc1mVXxWy/byRpYRuNpAlyJqCTtNyR8no77xtJWpL7JlBR0QQ5A8rqaRxJk5Hr7Ev/nJOfiVqxen7wUOUZmvTslEjaukPfUlb19PSgvb0dnHMsX74ckyfTFco9z8N3v/td/N//+39x2WWXob29HW1tbWTbadOm4W1vexve9ra3pTvOBo4KNAjacQxTLbThKEiFQgHbtm3Drl27MGPGDPz5n/85WlsNmcAEhKW867pjRtDqEWI5pkWmRzKXDAC4byRDRpIkEwfphykSmmhZZhJBkA9lsheGkQyDfAE0AZS3l8w1ebA9i9T1ksYq13AS7fR7L5eNKgWiTcmlTRSAMnEzENaQuJlUyWGqbanztGSkJUn6NiZjGH15GhWomlBAAc+LkJuKSYl5DCYHU5PKRZkBKO1NOaNJJLBepE3uRzPdIfM+xbLgXFVFzvR7KuOohX2zWYWYAQDXyJdOzijI5MwZKPfvZ21YJS33LDMyv0e6G6SMwonmfZrUM1NOV/NBoaqp362uninr8hx2PjmMESiTNAAhURPqmdKmxnBHE0mzijwSdkqpaC17C+BVRGcwHhCzcEFMKHaM9T7vOqj+3skGQAkkTSdmrutiy5Yt2LNnD+bNm4f58+cb3a7b29uxevVqdHZ24oc//CHe+c53Nizrj0M0CNo4Q60mHcViEdu3b8fOnTtD04uJEydW3Y9lWbAsa8yKZdeDoI1ZkemRJmZhe2LSUEXIoolQkG/bNRe4sPiu3ofjRJ9WacmXsAF3AgtzMleGIqpSTlOzOhHk0g+nKFQKANAnjPKkVqgBBX1iStiPC5h+dEsl8jzHqm0Rc4r4gslpCyArMJU2MMFEpmrMt6oXYQIIQmJQueJCDpP6TBPqmK7j4ZG28Nh0hY4qn2Ei+0608DfLONEcu4yBnMkg8peTyBnLF8EdB5aruXtqxiB+Njp+ipxxQimrVj1LQu5I9H5KpbjF9ZnSudHWnBuBClGjapKFbRPUtOwAB4u5J1o7XdJNUydpucPlaySJpDUdKNcOYJ6vkLQ4FU0hZ+EGKUla0I7v3Z+4nWndugMPKJ+7urqwadMmtLS04IILLjC+9M7n8/jKV76Ce++9Fx/72Mdw22231TQPa+DYQIOgHccwKWjVhDi6rosdO3Zgx44dmDRpkmJ6USvG0slxOC6OfX192Lx5c1hkWneoBDBytcyqJGe1EbMq9ksRM5OKJSZfckgXYc8Nx4mSDr1PipQ0a0Rfm2xx7bM+GaMmYgCMb2S5dK6skge/KXrcVskH1+4/QeTExJLJxA6ZKHEzoVSiFbck0mYKj5Tf+EY25mroYxqjjbiQxXCb2hwn04QF1oUwxe07Tahj6gGMoPNmStIWufdlkqafS9uqFLCWQRWupu5x6rpNImfFIpDJlyUI/gAAIABJREFURNQ0/bqjXrzwNKGNwyBnI4FcjxeqZzpZM6lnFvGTLogaVXPMBEHUkgpBt+53UZpAn1s5LNFtoe8nZ8iPJWmCnAlQJK1l71BibTqdpOX29ppfeqUE37Mvdn2kjIZE0nRiJmqjHj58GKeeeipOOukkct7GOcdzzz2H66+/Hq2trXj66adx/vnnN1Sz4xwNgjbOkNYkxPO8MEm1tbUVy5cvr1tRwbF0cqxl34ODg9iyZQv27duHU045xVhketScGWOb14mYVRPiaPqR0CdeFqOVsaTtgMrELiAZOuni2co2+jqvSXvzTk6+TGQMdHhLcMx+trydpeU0+TkRGllZ7gcTT6sYLAvGHBK34LNC3HJOOuImkzZ54moIkeSiiDNj8UoaY9E8RMnOnsQIE7O4ZcPeVzWGHimUu1phIqJ16Ljyd3BckbzSFC9lIvXkCOMQrqlkLONEw3x1NU0PcxRt9MNIYQJCkTNKPRsOhqOepYEcHlmLsmaVfGSDU148obK9bXBuBAAn7wN5oDiRPpDMQGD80e8ZSVrY16BfNUlr6SzWbOCiq2gyhDtjfAcxKlpnV6RWo2k7qtahTM4459i9eze2bNmCadOmYdWqVcaIosOHD2Pt2rX493//d9x666248cYbG/XDxgkaBG2cIUlB090Izz77bEybNq2ub2rq7SRZ7b7TEjS5yHRbWxsuvPBCtLS0KG2OWWJmUrsS6o8pSGsQQIUiUj8weq6KHv6omwEopEw9Tp2U+ZmUoUnEMgCJxX09w3mmznL0J14da9I3H45Enkjo5EFMesX3IdoG134ktFSeJMcRNs6Tc9VI98najHmqUcO0DWvbztBXrcpdXfPTEvqtCsT1GpJMKh8wrWJuerGTRk1LqbhR5IwMW9YgyJk9UCGA3LZh5bV6doQqw20WuZeFkl46ob6TZVPuWZOkKhUlskapZ+XlakfZ3vJxykRNh5OvbJPt840kTUCoZYKoUaYeMknLavl4OknLdZeP0S74EZImq2girJHKR6NCHbNdUkgj5/Eqmk7Sdu+XBmFVTdLWdd2vNOvv70d7ezsKhQKWLl2KadOmkd35vo9HH30UN998M5YtW4YNGzZg4cKF5nE3cNyhQdCOY1QT4uj7Pvbu3YutW7fCsizSjbBeGGsFTRAqUwIuVWRaj/MebWJWN1v8ehCztOFMadQxPUQ0QtJshTTJShkQrYvjZ2yF4ejKGKmeaYcoJkjiTThPOPfMB6D1K2rr+MTrdH2J+LkXeRuek1EnV/obXb1wdYEwGaHeApfc6HcSKGmkShYOWM9lI+q0mfYtyEUN4YA1kbMaiFk9CFO1fY9U29TPCU1JS3zBQxTXjjUNEcuaDHnG1ZIzoao5DtiQrrA5YFreGc/YYIPaWEojYwKS6ZV+Tw2/l8VJ9Z1qyUTHbanuuJoPlH97ixOTt8sGToyCqAn1TEeSmuYM+sYSAMZwRwNJy/ao33WS9b5c1yxEEkkTkMlZGkgk7bF931RWeZ4XzitOOeUULFy40GiU9sYbb+DGG2/Eyy+/jK9//et4//vfb5yvNHD8okHQxhkymQx83w8JirCJ37JlC3zfD90IRzK2eSxz0GQXSb2QthzWqReZFhgLxawaciZPtJW3/lU4J8a311wZqyFm8jWlEzPdAEAmYowpapkIKwzbUoVkayBmlW2TCJmW+6Lt3pIFJ524lfxIQVvLD0LNRPmzkqdMOCz5Me1xMFvbvzbXZUUiR61UiqobpVJMiQF5jMHfYpJu28pbZGbb6mRdfpNsykeLIWyjRcySu6xRvRtD1Kq2pd6umueFKcwRUEMdHSd8URCCCnVMGQ6thzgbl1EmOAb1LLKsmhdmDMj2Er93PErcTOqZyUXQcnnYd/GESl+6ekYhG5QSEERNVs+ibZPVtOaukjGcEQCcIQ9uM/3QbdlXIEsh6CQtdzAPIPo96SSNeT6yXf2x441FHDGLU9EC6OTs8OHDaG9vRyaTwZve9CajsYfrurj//vvxpS99CVdeeSXa29uNClsDxz8aBO04hklBA8qujL29vejo6ECxWMTChQsxe/bsUXlLM5YhjpZlgTGmEDTf97Fnzx5s2bLFWGRa1DLzfR/vnvDB+g2oXooZopMkZrGqTD6oPsptk90XAVT3Vjw4t3HEzNfVshTEzMskEzNTjkjaSRfVTiZtOvGT3xzLkz0x6ZLDL+2CGp5jFT1lf8zjkfOiHE7Ji5IuXTkTk2FKoQj2zYJeFVdI+XmiqSUVS/ryMSWGPVKELSBZ4tpPTZDqqJqNCNLUcBsLpHn26DlrVOFx6lmS9pmRNgf1KCJnRlAvNU2bB5dftkclbqWJtU/JZBJIKVIAYBcIa/w+L1FNc4Y8OENBOGNrtK0z6If/UyRNjC2OpNkFL7ZenSBnQPlFVxxJy+4PQhqZ+uxMVNF2xRuAVHZGk7THOu9TPheLRWzevBldXV1YtGgRTjnlFKMJyIYNG3Ddddehr68P69atw9ve9raGCcg4R4OgHedgjClV3wVBeemll1AoFLBgwQKccsopo1qTbCxDHBlj4f7TFJkGMOqW+cMtJh2LaogZMQGic8z0sEWqFpJWgDZOMQNiFTMgOpkSihmT5h/cYcpngFbNjMQs7mvQow61PiyXJmUAVLvmsL0fjjls53LF1MAqeuAZSyGDrOSF5QMAgPm+MvlkJU/9PkouUWibCH0UuWrydWEbctU4T7TojyVsVB00mEMMK50eBcSsRlORSNu4NnHtE1BLkWrS8ITar2waopP1NKYhth1VzhwbKAQvC3KGCspAuY3nqTUI5b5FGKRjl+8BCX5LTL8pQD4vqplImy5BzpVwSZHbFqeekctLPrKBgiaranFoPlg+X6UJ0faCmAlkBjySpIXtA7IW5p1p6qFO0rI9lWOmSBoV6gjQJA2QyBkQIWGxJC0tORPQSJpMzjjn6OzsxObNmzFp0iSsXLkSzc3NZDcDAwO4/fbb8e1vfxs33HAD1q5dG8l1b2B8okHQxhG6u7vR0dEBzjkmTZqEJUuWhCF/o4lMJoOBgYFR36+AZVk4ePAg/vSnP6FQKGDRokU4+eSTx7zIdN2IWcJkKrGP4RAzfd8Ro4/0xKz8OV41o9wX04YzVhWmFG5kXiUTJ1mlk8OW5MkWtyrr5OMIHSGl4THXDycW3GZhCJOsDrCSp5xPNlRS6rWxklueVIhlQsXOEOqafl1o5iLhhFwOe5ThefH2/LoSo103qYpkS6pbGowKOYtbPty2evsUZM1Y70yHfv51Z0d9nIbfjdQKPJnbqi0rVPLO4OnhjkHbfEEZEzPVE5T3XXTBoL0gtCygoC7iVDQJoai5EwyEb5jihyBr4rlSmli9GYkc/kipZ5F99pfbC6Kmk7Ow3UBFTROETEe8g2N1SlpT5wCphOrI7u0x/tYJREhatcRMwyPbv6o4MA4ODmLjxo3o7+/H6aefjhkzZhhVs1//+te44YYbMGPGDLzwwgtYtmzZsMbSwPGFBkE7zsEYQ09PDzo6OnD48GHMnTsXhUIBM2bMGBNyBoxtiGN3dzdKpRK2bt2KRYsWGYtMizy9K064pn47T5hQpc0DqYqYAekd2NISM7KWUZIDYx2ImQ/FAtHPqK5Z4Y+uniNmM4UkcSslOUs5n48rygogouIpu7BEH1Grfrk4qqKSuWq+hT0UTDaDSUCoGMgTmpIHLn0nrORGJ85FIk9NECXHCf82FsPWaqop+ZCiHz03TUCrMZba/TCu0HPcdsPBSNYuS4t6KmkAGYYZS+YI0xAgSqwZUXA6FTkLl6d0hU3ZjlPlNIYZ1u8MmH/L3Ina8ceoZxTkZ0umr7Ifr5n+7TblnmV7XVhFnyR5diFKwgRRiwvxtAdd2IMu3FYzcWzqKpB1IoEySQtLjhBjEiQtc3gIQPACSiNpsormHAiUM89Xn0txhiDVmoBI+OcnrkVfXx+ee+45ZDIZTJw4Eb7vo6enBzNmzMAFF1xgtM7v6urCLbfcgl/84he47bbb8MlPfnJUo5gaODbQIGjHOdrb27Fz506lfld3d/eYhRgCYxPi2NfXh46ODhw6dAiZTAaLFy/G7NmzlTbHSpHpWuoWhV3UQzGTJxNiWzHBqzKUUfzgMqlPXwvj8zN2lJhpqMoyH/GkqhplLa4f5hPkTAvtkxU1YR4iF6MVx8A8DqYROOaKHDbZctuLqGrlFcHnYvBZrn8mJtWyg2axVCZbxMRGvzaMNdUoFUz0Z6qjRhCueoc51oyjgZgJVJnXFnlmxPWrPWdk0AqZKZfNCpXXSltbJfhie4JYMMeJFmWvNzkzIK16lgSnrxhZFlHcUpAzZbnL4QRkzU2pqgkiJEieIGoUOQu3CcoPeK3R82sPVr5DZ6BEkjSnvxT2Q5E0cW58Q027bFdfpHyCiaTZR7SInCSStrNzWMT8sT33Vnbleejs7MS2bdvgeR5aWlpw4MABHDhwAK2trfjxj3+MadOm4dxzz8V5552HX/7yl/jc5z6HCy+8EK+++irmzJlT8zgaOL7RIGjHOdra2jBv3jw0NTWFy5JqoY00RtPFUS4yPXv2bFx88cV49dVXlby8Y7WW2bCJGZCOnKVJ0BfETD6vOUf9nCU+SyAt8+Vx+RzcYQqBAcrhgbr7GWUEkraAbNSlMd4UJLpO2lYOU5Q2EeSKIiyyy6NdkIiKMPDw6Hw1oHzOrJIHiJw20b/jgLkuuJTTFpI1OWdI3JcWA6ygrSupaAKFysSTVMo0xDo9khuopiFGkpYih8tUt6wqHE3kTIZEqNI1TyBqScYhVI00WU2zrUidvMq6KsidfK2VpLBbXXGxrMr1KeDYUWII+hnIW5uiy6ohZzWYODj9KmmLU6AS+5JUNZNSRalUgqhR+b0AlNpw9kD5XAqiJpOzcByBimg6FtGfGKNMXK1CuT+KqDHXTSRp9sGgALVJhRUISBrfE4Q0+n7VJE0mZkDZdXHLli3Ys2cP5s+fj3nz5oXu2IODg+jv74fjOHj66afxrW99C4cOHYJt2zj33HOxfPlyvPzyy/B9H3Pnzh0xQ5Avf/nLeOyxx7Bp0yY0Nzdj1apVuOuuu3DaaafFbvfoo49i7dq12Lp1KxYuXIjbb78dV1xxRbiec44vfOEL+Pa3v43u7m6sWLEC3/zmN3HmmWeOyHGMRxxltlIN1BtTp05VyBkwtiGGo7X/QqGA9vZ2PP/88wCACy+8EGeccQZyuZxiEuL7PjzPw1+1/kP9yBmzqpo0MYtVNWFitm1+k11NQVnbLoeWBf/Cfjmv/KPyzKhaZqI9ysRMVs541lHIGLftspGFx8N/3CqH84l/3C6raPI/MreMykETapHUH+Nl+3v9Xxro44gjZ5ZnDmnkDJVjjuyEhZM9q8TDf9xiEYLIbUt1eiz5YJyDcV4mZwDgWJV/YjvHCSc7zPUDEsZUVc9xKv/CZZoq5gVOkeJfSojri1lWlJzpY9GIQOw9Eh5gfJhjzfb9Rys5q/I5U94k4TyK45X+ke1N++Yc3PMi/wBUrh3xOQ05E6CeYdTk2nQ9GrZnQ0X1X74Ea7BA/CvCGtTUsHpMqDmH019U/gHx6hm93IfdX4Ldn/53lRW9qrYRRC0O2QODACrqmQ69KLiyrlDp3+4ZrIyTItvBcy4kZ0CUqBOOoyE5qwE6Oevq6sLvfvc79Pf344ILLsCCBQvCPHbGGFpbWzFz5kzcfvvtuOSSSzA0NIQPf/jD+I//+A9cddVV2LZtG2699VYsXrwYkydPxpvf/GZs3Lix5vGZ8Mwzz+CTn/wkfv/73+Opp56C67q45JJLYn0AXnjhBVx11VW4+uqrsWHDBlx99dV473vfi//5n/8J23zlK1/B17/+ddx333148cUX0dbWhne84x3o6+sz9ttAdWA87i2mimOvKEwDcF0XnvZWWzwETj/99LEYEnp7e/G///u/ePvb3173vvUi04sXL47UHHn11VeRy+WwYMGCMVXMyptU+SabnGjQfShtxWSiVst8wEzMJFCFpmXouWZkDbOsuk21xCwCKp8pbo5qEixNnhBWPNnjLGZiJS3Wc9BA7I/5HFbRiyyLtNPDIUseGXKotwNQdnWUJ0Um44VQdVPXGw0+YlRz3eEvsj6NaQhBpIaVf3a0ErM4jMYzyOTwWFW+rGGfcYYi8rPFpHxQBC0tuTONK8F0QsBvNRTljoNp/iW9xPGkPLY4gkZ2n6XPPyvS95M3IRNPooYC5a0l+vtgDaqkzG+m1TS7Pw+eM6uGLB8NCwUQUdKs7t6Kyi9DvwZsC3xvQl2zGOjELJ/PY9OmTThy5AhOPfVUzJo1y2gC8uKLL2L16tXwPA8PPPAALrrookhb8TJ5w4YNeNe73oWpU6fGjme4OHDgAGbMmIFnnnkGF198MdnmqquuQm9vL5544olw2WWXXYbJkyfjRz/6ETjnOOmkk/CpT30Kn/3sZ8PjmDlzJu666y784z/+44gew3GCxDc8jRDH4xymWmiDg4NE69GBrGDVS9aXi0xPmDAhtsi04zhYs+yLddlviHpNjNKGGFU7KTJMlCLkLDbPTF6mkrMkYgaUyRmTnP14xo6QCz9jhSF8QDlvRLeZ5jaLkBnfZmDUvIIxQFPfTORMkCW9H982kzNArXOmfx/M5cpTWN83Z4BtKiorLgVf7Ccw6ZDMQwA1BDM8n9J3E07e9JwzVPJymOuXiZmA41QIlTzhcSU1JGxrKyRNCXmUiw3r93qgtpQPrjrTkFjDENEmDamLA6kQHaWkrZ7ETEALn0xsr38nFgP3vOjziCRBhueTvDx0GLXo/EYqBLI5GsI4EuQMAJiusAXgJlv/FOQMAGyRq2UgPCZyxkpeqDT5relKC9j9JVhFFx4xZkHOgAoZo4ia3F4fs91frmXGCiWSpFm9ZUMQiljK4Y5Wd6Cc+R5N0iTwPfvi1U5DqKNOzDjn2L17Nzo6OjBjxgysWrUqrKWqo7e3F1/4whfw8MMP4+abb8Y//dM/GQ1Dcrkcli9fjuXLl8ceR73Q09MDAJgyZYqxzQsvvIAbb7xRWXbppZfinnvuAQBs374d+/btwyWXXBKuz+VyePOb34zf/e53DYJWJzQI2jjEaOaAmfYPlEnVcJ0k9SLTZ599NqZNmzY6RaaBEc8zM7av5m21CFuU68HUWgxWC2cUbXTiJdeHEeGNkTYS9PwzgE7qp4w//BT5IeLNM2fqaytB3OKcFhUCJo2BrE8kJqkWI992i/3EEjO5vaENVfDa2FYmYUBlMlzyVFtyncDJ14PrqkqZXutKInFcyk8zmoYE14+4Zo1kqlrTEKltaifIJBytpEygxgLYZL2zaKNwH/K5SzQokvP+9NxDDabnVjWGJCTBY0y14Q/HRvRBEbk6gHEONqCOwW/NpSZnYT++D1vrx2vNGcmZDmsgIHmtWaN6BgBWsTwvsAOySRE1pf1gCX5LJqKeheuF4tacCcmZACuU1wmiJsgZUFb4KJJmHeiOKmQ6SXO9sA3f11VeFufkSEAnZ319fdi4cSOKxSKWLVtmVLk45/j5z3+ONWvWYOHChVi/fv2YRSpR4JxjzZo1uPDCC3HWWWcZ2+3btw8zZ85Uls2cORP79u0L14tleps33nijzqMev2gQtOMcJgVtrHPQgHI4Yq0ETS8yvWTJErS1tY1OkekaUDdiVk3oo76M80p+hzxRFT94ct0qEeIot8tmIsRMh068dCMQsg2LkhnusMjkg9tWhWgFxIokZ4YfYko5Yy6PFLcOYcoD8XioqFHhkEzPM9PGEwllNEAnXEIpk1VHk622MDpQSLFjgRVdZWw8+O5JolbQJrfiOhFt5eurStMQ3SQkYiISaZ/SNES0BaojdXFIYeU/JqiRmMmo1TRE6iBde8M9yQhVFwBgWbTbo+tHc9RM5IwCRc4sFr3WqT5iSByvYvJvDUT3VUvxbHugED6z/WZVndGLc1f2XQxzuvRtBDlT9hEQtbjjc7rL0Ti+IWxR5PHpjr7hWA1qmomkyQQshEbS/L37zGY1FAIVTSdmnudh27Zt2LlzJ+bMmYMFCxYY7fA7Oztx00034ZlnnsGdd96Ja6+9NlJbdaxx3XXX4Y9//GOYmx8Hai6lL0vTpoHa0SBo4xBjbRLCGINt2zWpeJxzHDx4EB0dHaNfZJocULzddS3GBiTZ0vsXE05Rf0iaiIfb+2rfVE0iMmdDzz+TwxfFRCqTUZKwwxpbMjHJ2ArJCi31pWW6UyNA55xx7c05c8sGGlYkrArQ02V9x0oMa5T7Le8wIIIEAVQKT2v11UhVTRARFg3NjPSdQlXjFoNV9JXSBAAqTnNK+KNVnnjJ14J8TGGdNcndcSiYQMpvpX1CLZOVMioMEgnES1a59WeBft/o9bXSODNWQ+rSoMrC2COGOhCzSld1ej6VO6v8LZ9ri3Ds1OrkVdomO9PK1wqjarJZjM6hNZEzCtQkcyhPnnveTIeuRe7PGFiDxfA4/BaNbPmGa05abgX3rN+cM5IzAIrhhrwNRc7CbYpuGHWgkzCrUIr8LbexBitklBVcI0mzDvXRjsISSWPdkvlEDEnzuw4AKP8mKiQtQUXTydmhQ4ewceNGZDIZvOlNb4rksgt4nofvfe97uPXWW3HppZfitddew6xZs4z7GSusXr0a//mf/4lnn302UmJIR1tbW6iSCXR1dYWKWVtbG4CykiYfq9ymgeGjQdCOcxyNCpoYQ7UE7ciRI9i8eTP6+vqwYMGC2CLTda9lZkKVxafjJkRVFaA2OaDF1Dnj0mSLUblmobomK2mOOjkmJj6cNBnRvhcqJ61GcgaArlVmirYiSJGXscxhjbKyoxOumB94O8h/oVS9cpikPGmNbp+GnMmW2eKtNkXUWNFVxy5PVAiyxvLS80BXyoAKWSumCF+UctIUcqZfm/JEW7+PPU+d5BN2+tXWRxP33jFttT+a5Mywb+MzTbf8TyA/kaLWlpRbJl8PpmcddS7EPvXfN+q+bTKYepjucdNLuCFCfQOApipUMYlkyqQGAHgTQTYNpM0aKoQvwHxt/5QbYrhN0QNvTh6vVSgZlTK9jX4cQJmkAVCIGhOhjyIHVvs9YQePlP+IPD+iJE2QM4E0JO2xzvuUz8ViEZs3b0ZXVxcWLVqEU045xagKtbe34/rrr8eePXvwgx/8AH/5l3951ClInHOsXr0a69atw9NPP4358+cnbrNy5Uo89dRTSh7ak08+iVWrVgEA5s+fj7a2Njz11FNh7lyxWMQzzzyDu+66a2QOZByiQdDGIcY6Bw2oTsWTi0zPmzcPy5cvD/PYBEasllkcjoU6Z8JKXzaSiCtCLZDS2ZFnHCU8LgxJUYwonLAuV2V/VsUSPmxngen5XhYDIxQYr0kbX5XzVir/y3cI+3d5F55KsmQnSZkEynXafJtFctjKK0Tj6omZDjn8SH6jbcyVE+GPUtvwmpLVCHnyI3J5jERPqj0l9REJdzTlI8mGM7pxiEwI5JcMlIqWYLU/LKSouVa3/tOGDta0mxomkGkjBOSIAsI0xBjqqKtb4hpgLEpGRFs9R7UaNYwxVQHW+9ZNj2o5/7oboYmwEXbwACp5mkOVfpJIlBydYEn7jyvSLXLSxH7kfTBCWZOfMSZYRwK1y2Ciwbr7wCdPrJAzGSWX/v3xvFiS5h88TO4rjqTJ5Ixzjs7OTmzevBknnngiVq1aFSlRJJDP53H33XfjG9/4Bj72sY/htttuMypsY41PfvKTeOSRR/D4449j4sSJoTI2adIkNDc3AwD+4R/+ASeffDK+/OUvAwBuuOEGXHzxxbjrrrvw7ne/G48//jh+9atfhaGRjDF86lOfwh133IHFixdj8eLFuOOOO9DS0oL3v//9Y3OgxyEaBG0cIpPJwPM8+L4/ZjHSwskxDlSRad0J6XgiZpF8EH2SZsjXS5V/5vOKMQilmsnLbDs6aXCcqN26iZxJ0K2Ry32lNAShTB4C0iGTO24xQBsaZd+fBJkE+Rktb4wIXbRcP6jZFqOqBYWmScUPgFXw4tfHEDO1XXAvEYWvFaKmnLdonlpI1HRzBYrAyYqHopRJ514U1daVEZ10M2YOhbRYZbKfFGYYky+WygmyGpieA6bxmVwhqeV1JGSVLkeQmCW0r9S3S6lIp8ghU8JiWfQZwDKOmZwl9B06RlLtDaQjEUMEGanSnIQNFUPCqpO1OMMQinwBIA1DQkIY52Apk0+deMrHWSxGz9dg2QwkDFmkwlEFSevVamoRJM0/cCg2sgGIkjRdNRsYGMCmTZswMDCAM844AzNmzKD74RzPP/88rr/+ejQ3N+O///u/8aY3vemoU81k3H///QCAt7zlLcry733ve/jQhz4EANi5c6cyF1y1ahX+7d/+DZ///Oexdu1aLFy4ED/+8Y+xYsWKsM3NN9+MoaEhfOITnwgLVT/55JNHLVE9FtGogzYOUNASoH3fx5NPPom3vvWtRuvXkcZLL72E6dOnY86cOZF1hUIBW7duxe7du9HW1oZFixahpaVFaXNME7OYvshtqnI5I2qfAeldG6k+U6hro0nOktrFwUjcTHNqXzUlUdYRpE1xVzTULOIWi6iH8jqBNOQsLnek3CEn34LTNdY0q30BijgVDW/RZeVUfwFDESK5kLEJJoUBiA91rEHhGjZpO0pRazhjXfqqshYaae7AWHX2+ADtdCuOS89fqrZvHUmkzXQt6vMv8XtsmpeZ8tGo57uAqcag6XuhtpFJmKFOGZqyNAkVyGZDchYBRdL6+hMLj/vdRyrLEr4rZll4bN83lWW+72PHjh3Yvn07Tj75ZCxatMhoXNbd3Y21a9fiJz/5CdauXYs1a9ZEInkaaKAKJD5cGgraOABjDDIRtywLlmWhVCqNGUGjQhxLpRJ27NiBHTt2YOrUqVi5cmXkbcyYELNw5/GGIDLq6tqohyjGhTPK4LxiIiI+Bbg8AAAgAElEQVRNgsMQRyVviMg/C90dtXb6hDrjRB0XHSua82DbqoIj7N/1UEcrWvsMNosQtGrJWXlf2jgzViI5A1SyxR1Gm4GgTNqY65N5cwJ2PsjDIA1IOKySn+gKl0jMIIUnaY6J5Q6C/32A6WpBJKctuA5kVc0QnqiEOkYGLW1TSsg/k/ukaqQZQh3D7WvAsUrO6qmMGRW9WvYj+qFCHYHKdyy/SIqL6DCFOup5RYZxKjlrSn6lFkYpnoXVqCJFgrQI0paWnAFlN0lxvvQcORM5A1RiJKtycQXgxYtbfQ5AbWMiZXobU3giUFHDKAIk5gKZTJmYCYjvSc81O9Qd/Z6TTEA0cnbkyBG0t7eDMYY/+7M/i9RNDffl+3jsscdw8803Y+nSpXjllVewaNEi434aaKBeaBC0cYqxNgqRQxz1ItPnnXceJk+erLQf0Vpm1WI4kxjtxzq1MYjk2sh1d0YxUdHDyKhctTT5ZwD95jJNnTQQihhxjKacCE5N0MKwRtUgg+lujdkawhoL6mReGJfoBbSpbahjEERVKbYtfQ+WFFIkSJ5M1MQxysYfSo5ZCmIGELkjROijSNiPkDKdfAkCZ8o/E+1dV+2fstsX58XQF5dzj7TxlttKoY6Acj9xfV1lBY4FmExM6krAatiuJgt+eRvd0VGHNLGOPNtMz0f9OSGTPYIQkoYipvGYXjBUq5YUi9HrV+S2GRUyabkeZqznxQno45XJmqmMjbyNHGET98JWJqGUYijWU2Yf8rG4bmRcfGAw/Jv8zknXRp6KpK3rul/5XCqVsGXLFuzduxcLFizA3LlzjakeO3fuxI033oj169fja1/7Gj7wgQ8cddb5DRy/aBC0cQBdQQPGnqBlMhkUi0Xs2rUrtsg0gKOmlhmAxIlP6slVGkc0eX8mJzNTOBCg/NhX6g3puWV2VBGz7Wi+maMpI+IHVnrbSiaw14mcKe0Mb0mpkMA40kaRMKvkhcTJJ8I2ZeKllBBwLGMOiNgmVnUr+eSxAhWyFmefHbZNInCMlYmZKRdIXi6eDxY16Q3Oq64cUDlwJS1XKKLmWXQYpdyfKcxRs9IHalfC6lbYusq+9XU1EbLKxjVsQufmDZuYycuqzNFhsjoWWcnCulWR5RR8Dq4nqMEQ9h0H6vcyjrRRYy+W1JcbOemZGXet+b5KcoS6ZiKT4n7xpPtT7Csu91sQpaSQTXHfi3aUgijue+reFmNwHIWcAZWXNBGi5nrw+wfUZQkkTSZnnHN0dXVh06ZNmDBhAlauXBlJnagMz8UDDzyA2267DVdccQXa29sxffp0sm0DDYwUGgRtnGIsnRw55xgaGkJXVxcOHz581BeZBlCXiU9SX2R77pdJjmFCLd44hxMa4o0p+UaSUsjStjPkrukJ59yx1fBIILCAJybblgVGxBr6zZpbZ5UTPRNpMylkMomS1S4/ayvkLLKfvBy6qRmMEC6NcnhmGHYp9q0RNaMaFteGQKiYyX1Q11WpRJAojfSLyaop1JGxaA6avm8gMlnUXzjwuBAtINYMpB7kynQP10PlGg1lrKZxEc+B7f/nXPjSrchtDh40YxS3liMOS5UPC770SvL+0+aD+Zoaa1KBKVhmUxqjakfBRNrS5pAJJ0nRniJGVGhjvqASn1wK45JCsXK/Ue3ll3K6WkYRMNGuVDISVZ4vq3nMtF6EPVIv8jxP+S78PskwhKq5J13r1//4vfA8D7/73e8wceJENDc34/DhwxgYGMBpp52GWbNmkcYenHP88Y9/xHXXXYeenh489thjePvb335Um4A0cPyiYRIyDuC6Ljztx+ill17CtGnTMHfu3FEbh1xkenBwEE1NTVi1ahVZZNr3ffi+jytOuGbUxheLehC0asMiq0iuT52XprcVBGyY5EwHJwlgCvc0sT3VVjtuP1vb+yW9bpgfGIeYFC5AVdt8zWjEaAbiMJKcKYjZZ3lMMaoZY9UTMxNMEzBAU9Wkvgw5MTxOmRfnkTouymqf2jYhZDGRmI11yKPJTj+lMYd8fKlfAqXZj21hx83nKETMz1BGOIZBmniVuGTkSEeZtN3+SjCsGow6qg03i3MmTEBVxE2H45hzyOLmYKYQxbjnQpqwRhm5bDRiQoacH2ZaJyC1EeRMhkzUuG4YQpxfoZiR17l+HVsM6w48UO6bc+TzefT19WH37t04dOgQbNuG53nI5XKh3fz+/ftx/vnnY8mSJcjn87jjjjvwrW99C9dffz3Wrl2L1tbW6H4baKA+aJiENEBjtEMc9SLT2WwWu3btUsjZqBeZrgYpJ1LqJgbb/GD7xMlVyuT6VDb7pnYitr+WMEegXMDYdyPtWDCRD4tY15mcAeZ8rDjiFinqjEDhEvlghMujrrbpuXAm2EPBOaBy1QhjFGUf2rGRhiIFQsWKtElBzkqumTSI/ktEWKQYs5h4BteLnO8jF0ePWPTrE1bZap8KhQzb0Vb6qRWz0axnJu/DYKcfp9JR65jFqn9hZJi077j5HACArwkqJDEz3VZUxXcuFFeA65GIntr/tv9zTvi3VQLm/z+vBQ1FeCtBHmrJA6Ly08L+khUS6qVBatKmu56KF1hx5IxzmgDFkTN9G0GI4qJlRM5aEgHT+6XmDwlzivDlTZxbrG1HQhnJe0G7pwQ5AwDGGFzXxfbt21EqlXDuuedi6tSpKJVK6O/vR19fH55//nl85zvfwY4dO5DJZNDa2grLsvCZz3wGf/VXfwV7OIS8Cjz77LO4++678dJLL6GzsxPr1q3De97zHmP7D33oQ/j+978fWX7GGWfgtdfK984///M/4wtf+IKyfubMmWENtAaODTQI2jjFaBE0ucj03LlzwyLTBw4cCEMsx9SZsRrUK8wx+GGhJpTmpHhqombI02BMq0tlpw9zDNqnamslt2Mlt/zWmpgDc1PukT28x5JObgRho8gZAEXFkl0eecYcCgkAzPXDV2DCXCQcg0TAIrlqRC6ZqEXGLYsknrKhSEQ1o9zw0hIzCjIB0vPH9H0CUqhZdALMmGUOdZRfzlDPInl/VHhpTM2zVEiqp0atr/kZQNwrcTXdmAVG3Z5EjbnIcrkb4l7e+cml8Mr1aRW1DAB8R6iUlWWhYiYP1QJNzMKNxAC0z1J/zAOYxxQCxy1g26fPLO+iBNhF4JRvtRv2UUVIYxJqJG6pSBvVt+spLy8i5k2mZ5VcXFt/JlPblEqV64R6hssvSdIQMLErUcuMMonSyah2bXIpl466PiN5ZmI7KjeS+1h3+F+Vdp7nYevWrdi1axfmzp2L+fPnh2Qrk8lg8uTJmDx5MlavXo33ve99+OxnP4v169dj5cqVmDJlCp599lnce++96Ovrw+mnn47ly5fj0ksvxd///d8bzsbwMDAwgGXLluGaa67BlVdemdj+G9/4Bu68887ws+u6WLZsGf72b/9WaXfmmWfiV7/6Vfh5tAhnA/VDg6CNA1Dx05lMBoODg0Tr+iCpyLSw2fd9H57nHT2hjHGoQkWrOf8sol5oapoVo5rFTFL0iQQzKWRAlDRR+QopyBkA48SRNAQJFsXlXPEawhqtoqr+KH3EhBhaEsnhGgHTDUFMdc0ifQ6VJy8moxRL2FkbFAIWWPST4WScl4lZ0mQ1Ka8LUHPMTEYNLqWqSd+VqVaaDGEIoIc5+77ad4LVfrkP2uzCCEo1lJcNs1h0qmcAEaYVgc/p+8i2UoU27/3QGXAD53VBzMADcibz7GrCGYGKSqYsM7SVmjLp8uN2MOn2WDCG8nKrVP7bzwA7Vp8BALDzwCn/KpE1xswEKum7N7lMpumnGtImSIVeSkJXf+WXGD6nDUz0sejPb+oakUm83N6xY2375fBDfSxyXqj8N8s49D0vxmBbCjkDEDEE8ePqqIltJDVNJ2cHDx7Epk2bkM1msWLFCkyYMIHsw/d9PPLII7jllluwatUq/PrXv1bSPTjn2LlzJ1555RW88sorOHz4cOK4asXll1+Oyy+/PHX7SZMmYdKkSeHnn/70p+ju7sY116hzKMdx0NbWVrdxNjD6aBC0cYqRMgkpFArYtm0bdu3ahba2Nlx44YVkkWnbtlEsFvFXrf9Q9zGMJaq12TdOApPcIinCpSsp1RS4jjMN0ScClhUNa7QtQM+30uv4BIgjZ9HBJhhmIAVp00iE6KPi1kgYq+h23zIBiyNAMnHTSBgjVLWwFpx+XPL+LUupH1deL9ZJ/QtCSShqAKojZsrANeXMjVfVwkmbSXEDYsO0EuuYUXb6MWYhSt+myXid1HFTWCKA2MLAzLbpexqIim+GcEX9vn7jo6eFf3uiNFZw+BHlLC05iztN1Hw/OBWKkQipqlWImiVdgpZbac9tYOfHz4BdAGb/vx3R8QbXJWMWKVgCUWJU3kmVJC8taZPaRa7phH3q5jhxoZSVEhbS8yWbiS3wrhMlJln46/tONOoR7QS5onKS5RxX4vnpi5fFKe9DnZgVi0W8/vrrOHjwIBYtWoTZs2cbjT22bNmCG264AZs2bcIDDzyAv/mbv4m0ZYxh7ty5mDt3Lt797nenGtNY4cEHH8Tb3/72iJ9AR0cHTjrpJORyOaxYsQJ33HEHFixYMEajbKAWNAjaOIBJQatniGO1RabfP/MTddv3qKJKm/3yJslv0iOJ/5RaR4U5Uj/cwmaYyiuDOllgtp3e0dGU90G+3bdpQsAYmGZ5zZsMVtUpw5ZiSZshVEh1a6xs72edCDlTttMLcgtljbLYl5aZwiuZ61fIl8lmP8g1I4mtKDRNnSt5n3EmAEBi7kiaNrHESs4nSm9MpaJGV8Y4JY1ZzLi+lsLMiWGJQHj8+r1bIWSGFysp6hXu+btyAV1XqlXsSX+LcEKZMPmZioIVtrN51J2RIULCwrw00y3DpX3pp1MiarJpCLcr2/hB/5ar5sm98eHFsAOOIcgaeX4AhaiY6qGlJm5pSJvpBYm8Tlfu4551nEfChMWxmu45XlBNf+RzQ4Ucc71YPQV9O/l8y+u08HquGxBp54fLddgoJVvCT498R+uKY+/evdi8eTOmTJmClStXoqmpidy2WCziX/7lX3DnnXfiAx/4AB577LFIvdVjDZ2dnXjiiSfwyCOPKMtXrFiBhx9+GKeeeir279+PL33pS1i1ahVee+01TJ06dYxG20C1aBC0cQoRYjhcHHNFpmtFPW32BbQk58T2hGmIbkVc7ojoJy7+nAqV0X+M7cBIRO/HRM50mH70RV0uQ3ueq9GpMSasMc6tMQwx1LYBouQMCFQxzwM3TQ4BMPlc6udGVsYIm31FdZPy1MJlYmJlysfR73H9Ok77DEgiZ/IxUuFjnkGBFKobVfharB+mKyPlgCgvS03Eqil2bApLRAyRIMLayLaamcP+d86DGwQp6MSsnOcVDIl4D0ItE2qWOhB6yEy7LGTVLULw9Lw0SMSMSeulfpKIGgDs/vvFAAAnD7T9545gw6DfUsmcays99yjiZiRtcdcjJ4haGqSpSyg310mP/FwhtgnvT+oZLkCRPccxG4ykiMDhQ0PR8UnjjBxHuC5K1HRyNjAwgI0bN2JwcBBnnnkmZsyYQXfFOdavX4/Vq1fDdV384he/wMUXX3xcWOc/9NBDOPHEEyOmInLI5NKlS7Fy5UosXLgQ3//+97FmzZrRHmYDNaJB0MYBRkJB830fe/bswZYtW5DNZo+NItNHI6QfItI+m5oU6rk2emFP04+9vMiYu5JAuPSJtq42WVbljbUIm4khZ0nLTWYXicTNENYYvunPEMevhzXKypxJPRTnXpqsCLLGqAmMkp9CdymImknJY5prYgTi2Kn9yxOfpPs/xfPBaAAikBCuyGPUyrgQrWDj+PUEaqo9VmVyPbNtOsSOqlFoKpast82qTOrwRbNRamEhMQPK5EwQGq8JEZVMx3DJGZVvRtZEM2xnuVrHBkMRuxjtV85jE9v5NrD3inmwPKDt/9tr3r+4rinilkTaksJv49xHq0EkJFKu+0Vc96K92Dd1zRKhkEmQ1a1IHl2CQYpCvpJUNeMAfPy057vKIt/3sX37duzYsQMnn3wyzjnnHDiGlx69vb344he/iIceegg333wzbrnlFiUX/lgG5xzf/e53cfXVVyObUFi8tbUVS5cuRUdHNDS4gaMXDYI2TlFrDhrnHPv378fmzZsB4NgoMl0PDMNmv7xJdaYh5H5j2ieahug/kIacCKYnmVSjhukkpliKT6inflTShjUSxC0kbcYisdLfsnKViUmY9wgFSJA7U6Fb143kmEXaSEWw9ZpxTA8N1Umzvj6Sa6arZjG5aKbzXY1iZkJC7opxspt2ghvnglgNqlHGAOM5M770oJQxytJcX6aZ8/SfNQPFiRZKLeX9C3LGvCg5U2ABlp7CaEPJ9QKC0ELfQJrkbTOcJGfhJkS4pDKcUsI+RAqtHPmmKWoitJK5gKc/RorA3r84CU4esFyOqS8eAsunfBmRRNpSkJQk9QuA+XlDlZ+Q26cJnwRSkzBj3iOxLpGcBm1EzprpN88P8t/SvCzRyVl3dzc2btwIxhjOO+88xSxDGQfn+PnPf45Pf/rTmD9/PtavX48zzjgjcX/HEp555hls2bIFH/nIRxLbFgoFbNy4ERdddNEojKyBeqFB0MYBTAqa53nwfT9SKJoC5xyHDh3C5s2bUSgUsGjRIpx88snGItNHZS2z4WKkwhzl9sbi1PIb1Ki7XSSvzDTxJnPLpBAwaeJddnokJtnU5JI0/kiY4JpIQMLbQBNYQQtrTBkeGdYTE9uFBMwwwSp5YMGkjWeJenNy7lnEDIR46yz6kurHKZCVJGrypuSaUaqZNKnT+9dDI4dLzPRaZwIiPDNpkpfk3KjDVHMsqU0cDNet8d6U394rRD4FMdONdILP3LLAmzMoTm3G4MzyNoKYAYCXq5AVOayRa8TLJ8QCn4o2q0IktEoMJvdHnZzJy7jNo+QMiIQ+WoG4IkwimaaoyWoadypqmpctq20iBDKgCTiwchqcIQ7L5Tihow9sqHw+WYFQcZSi7MGJ1F+QeH4l/JG6VpKU31jVWJcKDUY7KV9ixKlc1Lpwmc/Nz29DbjMA1eGReEHpJ6wX0IlZqVRCR0cHOjs7sXDhQsyZM8c4b+ns7MRNN92EZ555BnfeeSeuvfbaVHOcsUJ/fz+2bNkSft6+fTteeeUVTJkyBXPmzMEtt9yCPXv24OGHH1a2e/DBB7FixQqcddZZkT5vuukmvOtd78KcOXPQ1dWFL33pS+jt7cUHP3iMppiMUzQI2jhFJpgolEqlRMlfLzI9Z86cSE2NY6aW2XAwUiqa1GdVJiPGAreUo10wXtdVJ5RpjUeAymRBn6TrhiSZTNXqgwIR/qKfY1M4mIAe1iirbJyDZ6PEkgojLOeVBYSCmmTLb9RlJSxrk3lq5W2kmmImE4ghSTLQ3+TrxEnvQ7e31s9/kuqWQLyqImZkByL3y6LDGmPVhipDxmq1x4+rJUaNjwpZpJxLdVKWcZRtw+vSseC15uBOzKA0ofz9llrLYyq1MDAfcJvVrnwncDpEmbQp64ZLzlKGNioGHzGn3s6rRiCR9cHlr7v3cxYlaQDgaOWy5LBHS771WXD+OMOR00+AM+TDLnHkDhRgFV2woRKQy9KELexEci+1rUikAXddyV1UPwBhnRlzj5iuf86V+4UsR0GAWZbZQMTzyJd8IcQ6IueZVOaCZdzzjPeen6SmS+6nMjkTETuvv/46Jk6ciJUrV0ZcoSvD8PDQQw/h1ltvxTve8Q689tprmDVrVux+jwasX78eb33rW8PPIkfsgx/8IB566CF0dnZi586dyjY9PT149NFH8Y1vfIPsc/fu3fi7v/s7HDx4ENOnT8cFF1yA3//+9xGnxwaObjCeNpwkNqihgaMdxWIR+nf95JNPYtWqVcZaIXqR6fnz54fETmBcEDMK9VTTkmqjJbUP89UMb/6N7ovm8MVIbgzVd9pQR719EtECzOdXV0eE2hb3HKOS5rMZs1ujgWzwjKOQs+h2wTrq+KgJijj/cZMXx07OBUsiR0nuiiNJzlKGRZGo0bXRiLgXJNXkadZo5oGmXLgf3ly+brllwW/OwJ2YAWeA20oTM6BCzgT5UAxBUqTV0DlnhsYir0vfxlSlgPgK5W31cEp937Zu9Gf4qpwh9XNcbppM0gT5cwo86IeDeRzOoA9nyINV8MIahaFRkKasg8qbMtybsdb08vUe89yKzc8U21LPYOp+FNd+rMGJb3zuRkIh5agL0/0b9JUmNBIAHu/7nvJ5aGgImzZtQk9PD0477TQylUJg48aNuP7667Fr1y7cd999eNe73nVcmIA0cFwj8QJtKGjjGCajkKQi00CDmFW3SXVhjrH7oZaLcBTix56cZCYpZNAmGJTKRoU5AsnkDDATEjHxTUvOgOikSR+Xyd5ef1su9h1DNhSFS5+ky5MQ+fgyjvl4Pa9CjqjC3wAg1ytKykXTz71+b+vrKSVUwrBVs1prndWbmAFVKbqmazuNzT2AaGF38RLBtuA3lf/2W8v/lyY4AGNwWwJCFhAz5qvkzM+ohEMnZzoBoshYaigui9JyQw01EyhSpuwmuAT0/DigopgJombnK58pNY3KTZOdHysEVv6+GbjNwDMMgANWysIZ8mAP2WWylnVUoyBfG2jJjaqoohZbXK6acMQFYDIViSVncaGOcWUA4iJAxDoiPJgMhRT7ickB5W6Cg2wAnZj5vo9du3Zh69atmDlzJlatWmU0wcjn8/jqV7+Ke+65B9deey2eeOIJnHDCCcYxNdDAsYQGQRsnYIxFFDSdoKUtMj0uiZmA6QcphrjVrTaavP+Y2mjl9cGbet2Z0LIihiFyewWmXBxm0Q6CVuDqqE9a0r7JLLlBWy1cEoidCKh9aLbz1GSbIm0lV1LAiG30400gsCFE8VbAOJkDUJn8CaJGOkAG58C2aNInvmvL4NAoXwsJYYaJb71rVM1SvU1Pk3tmak+FZREwu5gSOYVpiJllqU6LcqgjY/Cby+u8gJi5rZW2gpy5zVZIyEotDJbLg+XqMbhNKvnRwwrTOzZGl6UJa1Ry3DK0eha2lS9x7TRGVDNK0OeAVdDapcxNy/TTY7aL0nVuAfnJNpwhDgc+ShkHfsaCE3y/zK0oa0yOGS0U1Jc04oWPeAligTQXiTUVASIhjeqBDyMMWH9+Sp/jiqvH3q9x5IzajiCIOjnr7e1Fe3s7PM/DOeecgylTptD9c47f/va3uP7665HL5fCb3/wGK1asaKhmDRxXaBC0cQzh5Oi6bmhbK4o9UkWmgWO8llm9MQq10YzbiB876vfTYDlMhjrGvam1iFCuNI53JuXFpLpVOo8uK5WiE5NqctF0omIsZisrYNI2mUx8kWffq7hDxhEw+XNcbSHfq+zPpEbGFZVNUMUix6KXbIiocgm5bPI4kyz1q7D3Tg19fHHhvpwPn5jpeYzyZ2YBTeqbfr+l/NlryYRjclscgHO4rTaYH6hlQjnzONzmKDkTBEMnZ5G8s+GQsxpgS+8f9P1Y+qUkKl04UXIGlAmWEvaYV9enyU1TSgtI+XlibFYJ8LLljuwih5dlsAsc3Kr0zy2gMDULe8gH4MBxbFj5EnjGLuerAYDTUqlBCEQJklx/TRjkyPeOfr3J5kxUnlmt5CyOREnbxRVzj2wnG1IZSr4kQSdmnudh69at2LVrV5hOoee5C3R3d2Pt2rX4yU9+gs9//vP49Kc/HUm9aKCB4wGNHLRxAtd14WkPz/Xr18OyLHR3d2PChAk49dRTI0WmARx/lvn1xEiQNEPfaUxGSAgL/TQFreMgF0hOMBoxgtqn45jHkub5JBO2aiYyYnIdN6mQlSJ9wq6HPKWFTJJ0JYZUJlMQoBS5ZEkhibGTq5Tki3oJUDMxi5s0VmuBbyK7aWuT6RNAPeSqKQsuhwg3lwmZ1yIpZc2V79prruSayYXTZbXMd6LKmQydnDHi69VVKyCZnHmaEUk1eWdANBxTR+jSGPOexRQeSeWmySQtzFHTyzPKgrdBTRN/O0Plje28+N8L/nfBA7IGICRrTDfoGdKYpSlPTd9OQLpfYg11aiRm5dVVbpsmnyxllMNXXvocJk6ciBNOOAEtLS04dOgQNm3ahKamJpx++unGnHjf97Fu3Tp85jOfwdKlS3H//fdj0aJFqfbZQANHIRInTg2CNk4gEzTf97F37160t7fDcRwsXbq0UWS6nhguaatye2axRHIW3UhdblQWgHR5ZWJRnLpVDSHMZNKRMxlhWCMxBmNuhjSpiOSVxamLhmOhCJYgYXFKXBJCBznD9ySTs4RcMl0FJXPNRB/DVcVqKdpbT2JGnS/OayNmYh9SjhnX8s14S+Wz11zpz21xwDjgtgShcz5HqUX9HsrKWfB3k5mc2UWi9hcM6lkNBE2GID+6e2RsWGPAO3xDtQxLUs8okhbmmxnGqZM0QcqYftmkJGlAhZzJhC2OqAEIQx8BVOqs6TmxlOJMuEUq96BGyiL3WFLeWUrVzNCg+u1SErOH99yLvr4+5Z8fHOuJJ56ItrY2TJw4ERMmTIgUnt65cyfWrFmDF198EV/72tfwgQ984Ki2zm+ggRRomIQ0UIbIQdu/fz86OjrAOceUKVPQ0tKC6dOnK20FMeOc44oTrhmjER/D0PPEUm0ibMhZfDK3hkhumowqikybJtpGMxBTPwZDDEZY3MeCeutsCk8EtLBGvdCzYaanv51W8soM511so59uxzYTMNerEB1qLNS5l9vJkzc9fzCu7hno75XL14qJhHKuGhnoq0eCmAFmclalAyNgIGemEgc6OaNMCXQyJhO1lmz5mDkPVTPmA25ruV9BzlhwfDI5s0ocbotlJGfcUkMCR5ucAap7ok7WZMjERxAxmahZGjcRrouCqMlhjaHxhy788/J4Si3quPSQR1hQ7lM95DEzyOFlghBSD7AUNU0lZ9d8qlcAACAASURBVOUdV8JnvZw6KPFtKt/cUF59jlDFsINnBnOcyj0lm4ggIX8NSOXQOByCNVxy9nj/98O/J02aBM459uzZg82bN2Pq1KmYPn068vk8urq6sHXrVjzyyCN47rnnsGTJEpx11lkYHBzED37wA1xxxRVob2+PzFcaaOB4RUNBGyc4ePAgXn31VRQKBSxcuBCzZ8/Gtm3bMDg4iLPPPhsAlCLTvu/jryd9eIxHfYxiJMMepX3Usg0AY72naPOYdnFkSUfMOMk8HxMiuWgZermAKb8uk6muJpGt5pKQoIxXqHV6v8MgOtzgGAekyCWr1RqfsYQwpypzZdLYf9dDNQPoPDPqxYH+UiKOmDWrbf0mKaSx1QkJmVDOgDI5s0pSWKNE1twmpqg4OlkDogRtJMgZQChSYefSWLSwyyTnxiSYQiP1sQtilhTyCADOYFmBzAxWVihqmvw3QdIASUUryMuC+y9f6cCSrfmLhr+BMlnTlbIYa35OWfwLDCd0uVa1LaVqJpMzoFyUeePGjcjn81iyZAn5cnj37t347W9/i+eeew4vvvgitm/fjsHBQcyePRvLly/HOeecg+XLl2P58uWYO3fuiBqDPPvss7j77rvx0ksvobOzE+vWrcN73vMeY/unn35aqWkmsHHjRixZsiT8/Oijj2Lt2rXYunUrFi5ciNtvvx1XXHHFiBxDA0ctGgpaA2UwxtDW1oa5c+eGybeO48B1XcWZ0fd9MMZgWVbk4QqgYRCSBoRVcfIm6o9hLPkS+QBp3SH1/cf9oAfkLZacAWYzCn0SnEAiqfA6krSRzosxKlscmdInO2IbE7nwPJW06OPTJ0CGN+ERyKFOaXLRgu9GP2dce9tOTvTEteJ5ZnVQrDcgtfW3ad/VrjuKiRkQkDNhntQshzZWwhiBQDkrib+j5MwuVAxBZHJGQSdnTp5OhSQJGvG1m9SwNOQMUBWvOAKYpAAq/RBjl9U0WTVjnDYPyQwArmRA7GhpYYqaJtnx+4GBiFXk8LJWMHYfXpMFO+/DywXLCj68pvKG4rBZ3oWfK19DVqFUyXEtBn+L+7bklu9BcR+KFy2aisulEhvytR3e7+KeM7meBr9DESMP3XKfQD1VM6CcViGMyATR0sMYgfI8ZerUqfjTn/6EH//4x1i9ejVuvfVWlEolbNiwAX/4wx/whz/8AT/96U/R3t6Od77znXj88ccTx1MrBgYGsGzZMlxzzTW48sorU2/3+uuvK3b/MhF94YUXcNVVV+G2227DFVdcgXXr1uG9730vnn/+eaxYsaKu42/g2EZDQRsn8H0/UvNsz5492LVrF84777yQmIl/Ojjn2LdvH7Zu3QrLsrBo0SJMnz4djLEGaYtDvdW0WvLTqtmOqnkWl5+W9u1lmuLUpl3E7Z+CPLnQiY/peSeWU+QwyZzDBJ1kEaFN1SKcnFHXiE689bFRx5HWgTFWPRT2/sSYaqlpVq+C0hQxo67DlOGMLCRjmmrWnA2P02ut9M9crhiDyEqZXeJwm6I5aMrnQD1z8kHf2eixp1bPTLc/dRnFFb02XAayCqVvTzk2AhWiprs1AmYDETuPSjyhvo10LJkBug3TrkeT0yQA5Hoq94QlqWlWIbpcVs7k2mlhbpqA/lJJe5nCdYMRAdk4JCknbRhlLkZCNTt8+DA2btwI27ZxxhlnGOuUcc7xm9/8BjfccAOmTZuGBx54AOeee65xP/l8HocPH8ZJJ52UalzDBWMstYLW3d2NE088kWxz1VVXobe3F0888US47LLLLsPkyZPxox/9qO7jbuCoRUNBayAKoZjlcjkcOXIEzz33HE444QTlnygMyTnHoUOHsGXLFhSLRSxcuBCzZs1SEnQbSpsBY1jUOtJPmvptVdbCqSo8kVJ1kkhbMFngPqGymbbVJxg6EaLCO+UJTpJNvQClQiaZgbhexe2QCkskzjP55hxQj9Ni9Hjk4zIRLN/XbLM1A5G4uk36PutRYLoWd0ZxnCYVV7RNImecVz6LYwls8xVyJuc1NWcUcsZCe3wbkMgTzzDYsnJmIGdCQfOyLCRmJowEOQOihCkMY0xBzgDADoQfL2cmZ0CwzvRYislNgw+SpAk1zUTOAIBbTCFpspJWHjsPSxz4TqXcgR+oaVbRhx/kn1kFD37WCpZVlDOeDfIOiy64FPLK8qWKSlsqlZ8T4poNiJt8jcaFPKoHLt2PNYYsjgQxK5VK6OjowL59+7BgwQLMmTPHaOxx4MABfO5zn8PPfvYzfPGLX8R1111HKmwympqaRo2cVYvly5cjn8/jjDPOwOc//3kl7PGFF17AjTfeqLS/9NJLcc8994z2MBs4ytEgaOMEwiREzjObNGkS3vKWt6Cvrw+9vb3o7e3F3r17MTQ0hKamJjQ3NyOfz6NYLGLevHlKeGQSGqQNqcmUuknKsMWk/SCl6qQYRohNU2wbk4uUWvGKI20Jk3198sIyjnEbxRTDrfzNHCc+x0s7vpCQmkJEqyBgkbBEw7nkIrwy7pzGmZuY3pgbvj9FKTOGfKYsGl4LqO+QINVkCG4t7ozyMRLW+fJ6vykbEgqhov3/7J15eBRVuv+/1d3p7CEkYUkCCUtIyALZ0ID5CaKOM3rnCq6M947K3HG7XhVEBUFRFEUEBUQNgjJEHAccFWEc9brNAAo6FzqENYEkEEJiAiGEpDtJr1W/PzpVqeVUdXUnhEDO93l8pKvPOXWqutNVn3rf93uYzvPlCQ2Swhkg3Nx7QmUwJoIzo5NTpDaSImWkbXKR4ExVasORTr8dEgt/ud2/mowOb02aHjdH0tz5tETicfHzEZ1aU7u+eXEGBkFtbBcUd6aYdqU8MhJI877XBWp81IwNNgqQ5j0eMqgZrJ0HwoMUn2ItfqAjTq8VwRoJ0uS/LRK7fvn1hWOl1xS5g6vPGlj/0xl5M7KjR48iMjISkyZNQmgoOZeWZVls2rQJ8+fPx8SJE3HgwAGMGDHC5z77quLj47Fu3Trk5+fD4XDggw8+wHXXXYft27dj8uTJAICGhgYMGTJE0m/IkCFoaGi4GFOm6sOigNZPtG/fPpw+fRrjx49HZGQkjEajUGsWExODmJgYoW1zczMqKipw/vx5hIWFISgoCFVVVfjll18kUbbIyEi/Foik0IYeqU/zdvNR2yW/8DJ8bZmOlESPhzwvA6MrpdFXJEhTJGjT0Ve+phAPU5zWE2V5n84beVVYcrslAKG4UQoAwLzzEN2pqhmMyPur1bfxi+J6PJp1hJyGLX+3F8UNIHJMlOBQKqvPVPs+BApnfK0QP/+QYMn7LB9F6zy3bGiQ8G/AC2cAYHCxcIeZhJt573uyG2KDzAQk1Pffk6/URlOHFCa6xtaInpGkMwDKg5M7xMd6Z51/XnrcHA1uKYiJa8bktWISdUbT9MKZWKYOTgKe0ro0GZjJomnmZukBMKKoOSNKgWScbnCd30GG/23jHwSQQE1lzTTJ70Ln332X66PoQxY/PJHVoCmuIxxLrk8T9fUl+TW9o6MDZWVlsFqtSEtLw5AhQ1RNPKqqqjBr1iyUlZWhqKgIt99++yVvnZ+Wloa0tDTh9aRJk3Dq1Cm89tprAqABIC5pdCHNTqguTVFA6yfatWsXli1bhrq6OqSkpAguSHl5ecjJyUF4eDgqKyuxcOFCAMCiRYuQnZ2N4GDvzYrT6RQibS0tLTh16hTsdjvCwsIU0OYrNUGsfgtt3byJ1W0qIn9iqnKDrWsdNpaD4i5OpyNkt6DN45HepMu/XwSg8MKUyhpnapE2l1s6lvzYZP30LsCscGDjj5vUP4Ax1UBRXjfGGAzkOYsXvlX7HvmTAhVA5FgilTn4rDUTfXZCtFM8bzMpaiZ7wMTDWeeNLhdqlsCYuP6McbNgQ4JgcHnfd4dJv5eeUIPEFdDjo+YM6IIxHro8wcpUR3lannebciyjQ7FJIbGRhppIC2ADgNnWOQYhokZyczQ41aNpgA8QgxLieAXZOHA6HW2D2mTOiQaoQpr3tTSaZmr3RsycA80wtbmFaBpnMgqQxnWmQDIOjzTdUQ3U2kR0yX9vCcYhnMutsN9X/D0bDaoRbgHUemCxaZIJSE1NDY4fP46hQ4di3Lhxqg9vnU4n3nzzTSxduhS///3v8emnn2LgwIG69nspauLEifjzn/8svB46dKgiWnbmzBlFVI2KipqE9CNxHIf6+nrs3bsXe/fuhcVigcViEX4czp07h/z8fDz00EO46aabEBoaqvlUx+l0CqmR/H8OhwPh4eEKaNObGqmmyxLaeiDSoCsiFuB+/Dbn4KUT2nTv09dvFKmPlqmFWh+t/ajWommsYabHjp40LmkejI6bK18S37ipOb/JZWD8gzM96uai6sJmwg0gsS5SDGH89yKYQApmuUuj7HWQ9DsjsdTvhDOD0/v5iBepBpRwBngBjQcxQCW1MVi6TQ1eSIDmV/RMMq+uf6vBGUCOnrlDfFvtGx3aRiSmDnJ9HS/+HIht8wFoQpoczOSSH6f42ExtHhg8MnMRl8g0xCl7EKISTQMAg1UW6pPXvMozCNxuZZqjZjRe/eRzbu0PRu9vixzOWlpaUFZWBo/Hg4yMDFXY4jgOe/fuxaOPPgqn04m1a9di8uTJl0zkSI9JCEm33347zp07h3/84x8AvCYhVqsVX375pdDmxhtvRHR0NDUJ6V/y+cWngNaPZbPZsGLFCixfvhxjxozBlVdeierqalgsFjQ3NyMjI0MSacvKykJwcLDmD6rD4VBAm9PpREREhATaIiIiKLSR1BtrqAW4H6D3oc2n3b9MfNTI73mq7UftpsVk0gdggP4UQobRXxPnz5haNWNaaYlakbCeBDOSBPfRbsKZ3MUTUMKZHMzkducaa50xbo9gt85LDmeAF9AMojW02GDpudADZwAZ0HoSzpRzIG/3ldqoVqcmj+rJxxdb6APqoBbUzqnCqhjUfIGZWGJIM9s6X8jBTPRaDGmAFNSMrdIDYVyy3woxdJEWm2/rUGwiApTHQ1yqBECXyRIxat4110DBzO12o6qqCrW1tRgxYgRGjhypmqJotVrx4osvYsOGDXjqqacwf/58hIToLGa8iLLZbKisrATgNf5YsWIFpk6dipiYGCQlJWH+/Pmoq6vDxo0bAQCrVq3CiBEjkJmZCafTiT//+c9YunQpPv30U9x6660AgN27d2Py5Ml4+eWXMW3aNGzbtg3PPvsstdnvf6KARkVWUVERXnjhBYwePRqvvPIKpkyZIrzHpyvs2bNHiLSVlJTAZrMJ0JaXl4e8vDxkZmYiKChIFdo4jiNCm9vtJkbaupuDTqGN7xLgU0kd+1KMHWgkUAvaNH6X1OBLywpeFdjU9uNjDTPxvhRj6/9N7eqikQLarahZD0e/AjKxUXbw3Ublu6H2OTIkq3wxnHGccp0zoCulkW8mS3nkFCmN8sgYAcY6Ac3YGT1xh8gib8HKY5MDWnfgDOgZQJNHlfjImp66M6GP6B5cLeWShzQ5nPGSQ5o4cqYFaf7AGdAFZYqooQakAVJQM7VILTDlYCZ5LY+MtREK6QiOsJzHQ4Q6+e+ELxfIrvXUtM8TqQyhsbER5eXlCAkJQUZGBsLDw8n74Dh8+eWXeOKJJ5CcnIy1a9ciIyNDc399SWoLT997770oLi7GzJkzUV1dje3btwMAli1bhnXr1qGurg6hoaHIzMzE/PnzcdNNN0n6f/LJJ3j22Wdx/PhxYaFqHuCo+o0ooFGRtXDhQkyYMAE333yzrhQDlmVx/PhxCbSVlpbCbrcjKytLAm1jx46FyWTShDa73a6ANo/HQ4y0dQfaLitg662USJX9+tW3O9DmJ+AwRqP2Ol0qfTSjVYT6LdJ2aSeua2z5WxqOl5oAJrfTV3tPrG6kJWrVKGpacRPa62hE3k5ybVQDbIIJCDGS5gec8TVnXLA8ckaKjPGpjZ0GIjIYCwTOTHYWniBZamOQym+p0Xf0zBXm/9+8dmojR6yfU0tt5CHNV02c1j55SJOnNQIqdWltnG5IFaJlWnPRgDSTzQVGFqUWg5gqpPELUZOW5ZADGF/fJq9nVfkNY+3aJ1tvHZoczhwOB44ePYqmpiaMGTMGiYmJqtf5hoYGPPnkk/jnP/+JV155Bffff3+3s2aoqC4jUUCjunDyeDyoqKgQoK2kpASlpaXweDwYP368JD0yNTVV0zyE4zh0dHSgtbVVYvvPsqwC2sLDwwOGtubmZswcPjvQQ7446ilXPNXhA7iBC+RCG+hxaM1PDRp8pVSqOAPqATBvBz+cD7Ukn7/4WANdV0zNKdTHk3J/AEyP9BrXCPLXHERu8AENOBN/PiRnRzmsqcCZ+GabVbTRhjNvHwOMdlGqIym1kQBjJEDTA2da0gI3NVgSO1QCUqMTrdozo5ODmxAVBCAxQdFaTiCoQz2tUbw9qK1rPF/ngwRnvLQgLcjmAiODNi1I418zHSLAUoEw6TY3OIcMylSMfhTwxr8l+rvWnc5o3SAbnkNtbS0qKysRGxuLtLQ0wUBMLo/Hg/fffx8LFy7E9ddfjzfeeKPPrldGRXURRQGNqnfldrtRXl4uGJHw0GY0GpGdnY2cnBwB2lJSUjSfqHEch/b2dgHWeHDjOA6RkZEKaNOKBPK55OfOncOIESOQlJQkAcZLJtJ2gWGtazcXBtoU7pN6QE8OFnwff4CCBza9FvJywFPrx/chna/uRrj01oXxbXVGxlSttXtIAUVpCd+DHrPTl2zTCWeim2uOEDnzBWckeYJl0bQehjOge6mNPLDphTOx1FItAUiWFQCgADXSgtxyUAsSmamoQVpQm1ZdmvS1FpiJJT4XJmvn+mTy3zAfoGZskeVuykFMDdREUTC1+jOAYAxC+B1g9S56DSWc2Ww2HDlyBA6HA+np6YiLi1PtW1ZWhlmzZqGmpgZvvvmm7gwdKqp+KApoVBdXHMfB5XLhyJEjsFgs2LNnD0pKSnDgwAEEBwcjJycHOTk5QnqkVqExP54Y2vj/AEiALSoqCmFhYXA4HDh+/Djq6+uRmJiIUaNGwUyqVyGov0NbwHVs4jGEyJQf6XGCbbofaYt6zoF4PPnNv9r8+D5Ep8geSDEkLCzrr7TqwjTPe0+vW6Yize+RGoSpmYMQ/nb9gjPxzTPByVFRg+YDzgxON9hgk+x95THJ4QxQAppeOAO6Hz1TEw8kpOiaGqCJI2fy1Ec5nInlJiwhIJYY0sSAxkstauYL0vTCmTB2q1vxgMYXpBnPy0xC5JF5NUjrENWwEcx9JGstOjoBTuO3qztg5vF4cOLECZw8eRLDhw/H6NGjVR+o2u12vP7661i5ciXuu+8+vPTSS4iKitK9byqqfigKaFR9TxzHwel04uDBgxK7/0OHDiE8PFySGpmXl4fhw4f7hLa2tjYJsFmtVnAcB47jEBYWhmHDhiEuLg5hYWHdeqJ3yUAbELhTYw+AmY8dBNClG0YUeqDHn2iVWnu1PjpSDHmQIh1nwHVhgYKgP8em1R460hwVhjN+pjmSatCIcCbb5geciVPV+HWteMnhzLtNOlc9cAZ0AZqpXeSwR4qedZ4zV7hBtE3RLCCRomeuMEYzekZKbeRBTQvQjA5OM6VRWIBbow1rksKZeLtcZhvr13kKapXBjR+QZrQ5ALcs5ZGUPu32AO0imCNGyggRsXaCoYhsPqxKyiNJT375X4JRV2RkJDweDyorK2EymZCRkaEKWxzHYdeuXXjssccQHByMtWvXoqCggEbNqKh8iwIa1aUh3jhk//79EufIw4cPY+DAgcjNzZVE2hISEojQZrfbcfjwYbS2tiI0NBRxcXFwuVwCtBmNRkWkLSQkhEKbavNeutBeoHlppfZp9QkICHszxbCnLfADVXfgTC61GjRiXVmAYAZI4YyPXATJ4UzZLxA4I0U3WDMB2EhW+RpwptxO3CyBOF9SS20Ug4c8Quaz7oxgJgJ44UwshVGKLGKmBmlBbaxqeqUY0sRRM1+QFmTt/E6Q/iw1IM1odXZuk0fLCKBmEwEWCdwIoMa167Teh2+TEF7brBvgdDphtVphtVrR0tKCc+fOwe12w2g0Ijo6WignOHfuHFJTU4UoWnNzM5577jl89NFHeOaZZ/DEE0/ozk6hoqKigEZ1CYtPZywtLZVE2srLyzFo0CBJpC07Oxtffvklli5digkTJuCtt95CXFycBLxYloXNZpNE2mw2G0wmk6KmjUKbVnPf50VRa3YhrNi9O+rqIouy+AIff6JVau3V+nQ7xbA3IStQBfq9kffz1xxEbw2ar0WreQUIZwaHNMLCmgnAZjbIXgcOZwAZ0AKJnpHATQ+g8XKHMj7hTN5eeM9B/pvgIU0OZ7zkkCa20VeDNFObB9CZDhrU6ibfMsmnI7pnMln5NENpEzVIY3grfdLahPI+fI2ZOO1R5X6N83iIJiFqvz8kE5CGhgYcPXoUAwYMwJgxY+B2u4W674aGBtx6660wm82Ce+OuXbuQlpaG4uJipKenE/dzobRz504sX74cFosF9fX1PheQ3rJlC9asWYPS0lI4HA5kZmZi0aJF+PWvfy20WbRoEV544QVJvyFDhqChoeGCHQdVvxYFNKrLSxzHwWazoaSkRIC2H374AfX19YiMjMSVV16JK664AhMmTEBubq4C0uTyeDwKaGtra4PJZFJE2nwt0u1L/QHaetyKXdqh69+Bpi2qiWMDOuaAUgx7Gb4CiSIGpB6MpukGLn/a+gFnjAi+OFmkTA5rgD44827r2ehZT6Q2usINfsEZL4PL+547VDkJtdRGdyijCmhd+9R8G6xZfY0z+bk0tXUO5sNURZLOqAPSTK12ZRsfkMa02JR95KDGL/EgjpaRImyi+za2Q2UBOXFz0W+AHM7a29tRXl4Oq9WKsWPHYvDgwcTrnN1ux7fffov169ejpqYGLMuivr4eLpcL48aNQ15envDQNDs7+4IuRP3VV19h165dyMvLw2233eYT0GbPno2EhARMnToV0dHR2LBhA1577TX861//Qm5uLgAvoH3yySf47rvvhH5GoxGDBg26YMdB1a9FAY3q8tWBAwcwb948/PTTT5g1axYKCgpw8OBBIT2yqqoKycnJktTInJwcDBw40Ce08U8O+f/bbDaYzWYitHVHlzO0+T98L6RTXuRas55WwNE7Qvtuyd8Fzv1YAw1QiaaRwAxqKZHy1Y71OTzK4QwgRNMuEpx5txM3+yU5nPHRNT1wJhYPatp1Z6ykrVymDu/7HsL5A4Cgzve1XCP59wQ4E3au7GOyush1jxqQJkTNAGVESwXSGKsYuGTzEkEax0fYSPdlBFAj1qKpaGvLn2TDsTh58iSOHz+O+Ph4jBkzBkGkvwt43ZnXrVuHF198EdOmTcPrr7+OwYMHg2VZVFZWYt++fSgpKcG+ffuwb98+/O1vf8OkSZN0z607YhjGJ6CRlJmZiRkzZuC5554D4AW0rVu3orS09EJMk4pKLp8XXvWFqaio+rBmzZqFdevW4b//+7/x5z//GbGxsQCAm266CYA30tbc3Cw4R1osFmzYsAHV1dUYOXKkxIQkJycHUVFRArTxuffR0dHC/sTQ1traitOnT6OtrQ3BwcEKaPMnD1++ECjQh6FNC0p6ZHh12NDb12d7f+GJtKaY2hgBgllPG4T4W9PWnfMeyH4YA0M+V2oRMp1wpnuB6gsAZwZHV74fF2SUrHUGAJzJCIPMTp0NMijSBDkTAxBSB4nRs85N7vCeXfxXHJ1yhxDcHAlwBnTBldoSADyc8W3lkMb3BwCjUwlqQaL3edMSEqiZW91gSXPwcBJI423zwXFKSOOguH0y2ZxKcGIY6TYDJJDGtBNqwQxGKaR1PpTgWkURNn4+krG97dg2EZTpfCgkh7OWlhYcOXIEHMchLy8PAwcOJPbjOA6HDh3CI488gnPnzuHjjz/GDTfcIFwrDQYDUlNTkZqaihkzZgh9+rpYloXVakVMTIxke0VFBRISEhAcHIyCggIsWbIEo0aNukizpOrvohE0qktSf//735GVlYURI0bo7sNxHBobG4XUSH6dtrq6OqSkpChq2iIiIjQjbeIcff6/9vZ2hISEKKBN7cmkXvVZaCOpFyNtemCkp2BDC5b09rvQa5BdSOk+j2ppi2r9VWrNVGvQjEZFpK1H4ExsSa4X2IKUc5Rv40zk42CDlOeJI0XUNOBMIdHvlTtMR1RTZ2qjuGZNDdCMsu3ukK4+YjiTyx1qkMCZXB6zQQJncokhzdQujU6RQC3I5iJHJFUiaSarrLaLdM8k2maw2sntSHVnVmnaI9H0Q5zO2OYjYiYDNTmYud1uVFZWoq6uDiNHjsSIESNUHZLb29vxyiuvYM2aNXjkkUfw/PPPIzw8XHv/F0GBRNCWL1+OpUuXoqysDIMHDwbgTZtsb29HamoqTp8+jZdeegnl5eU4fPiw8ACYiqoHRVMcqai0xHEc6uvrhYW1eSOSxsZGpKWlCdDG59WHhoZqQpvL5VJAW0dHB0JDQyXAFhkZGRC0tbS0oKKiAjabDSt/u8F3h76gXlpc2x/1qJ29ytiXEnz5I01Qu5BwptaWBGckKNINcT0HZwAZ0LoDZ4AKoKn9Lomu8eJomxqcAdrpjWrW+HJAE/YZYtAEND7a6AnRTnskpY3yYk2MAs6E92SQFmTzRs70QJqQzqiIsJEhTYAztXZySGtrIzp9ykGNtbUp96cmjlWAGQCcOXMG5eXlCAsLQ3p6uipscRyHf/7zn3jssccQGxuLtWvXIjc3t89a5/sLaJs2bcJ9992Hbdu24frrr1dt19bWhtGjR2Pu3LmYM2dOT02XiooXBTQqKn/FcRxqa2uxZ88eIcpmsVjQ3NyM9PR0SaRt3LhxPs1DeJt/8X92u10BbVFRUTCppHl1dHSgsrISZ86cQVJSEkaMGEEEvEsm0tYHoY3Kt/yNovWE1T5jNPZLqXC+RQAAIABJREFUOAMCj55JO6g8eOAAd5hyfmpwxsjWQhNH6NTgDAAMDnUAk6eCytvII2tqkGZq80Y/SecW6II0Hs54kc6vyepQiaYRtnWeW0OrhlGH/Py3WoHwcC+cCRMkQ5pfYNapreffk7y22+04evSoYJOfkJCger06e/Ys5s+fj88//xwvvPACHn30UdVrUl+RP4D20Ucf4Q9/+AM+/vhj/Nu//ZvP9r/61a+QkpKCNWvW9MRUqajEooBGRdUTYlkWNTU1ArTxRiQ2mw0ZGRmSmrbMzEwEBQVpQpvT6VRAm8PhQFhYmMLuv7a2FjU1NRgyZAhSUlL8dse6bKCNVA92uSsQK/5eOC+6QE0tmqaWuuiP3b4/9WrdATZCX45kTkKEMxKIkc8JR0ozE50Pd3jXPgONnkmaEza7w4yakTM5oEl2o7IsgMGhDWByQBO300p7FIMaD2fCewRIM9lcqrVxckhTjZoRthlaO1TPsXQnojatVvV2naDGWrva6I3Ey8GMf9BYWVmJuLg4pKWlqdZHsyyLzZs34+mnn0ZBQQHefvttv8oHLqb0AtqmTZvwX//1X9i0aZMumHM4HBg9ejQeeOABwUiEiqoHRQGNiupCiWVZHD9+XAJtpaWlsNvtyMrKkkDb2LFjYTKZNKHN4XBIgK25uRkejwcGgwExMTGIjY0V0iONaje5OnXJQZteAw5/10/rKZgJ1EBFzYpfbcxAdQGgzW/rfL3tO9v5tQ6aatu+A2dq233BmbQtcTPc4YT5+wFnwnssb50vPSYtODOI3vPIjD/kgCa0CzGowpmeeQJdkCYHNEAKaSZ51IwAakar02vwoZiEOqRJomZ67qNarbrasS2tim2+IE0OZ1arFWVlZXA6nRg7dizi4uJU+1ZVVWH27Nk4fPgw3njjDdxxxx2qdWl9RTabDZWVlQCA3NxcrFixAlOnTkVMTAySkpIwf/581NXVYePGjQC8cHbPPffgjTfewK233iqMExoaigEDBgAAnnzySfz7v/87kpKScObMGbz00kvYsWMHDh48iOTk5N4/SKrLXRTQqKh6Ux6PBxUVFZL0yNLSUng8HowbN05Ij8zPz0dqaqoifYRlWWzduhWDBw+GwWDAiBEjYDKZBMv/lpYWuN1uhIeHSyJtERER/Qfa/FVPrJ+mFa3yB6QughW/qgKEtkBMV1QBqrt2+0Zjn4MzQH/0jAhnABHQVC31VR76yCFLaK5yJWdUIMCjkjYISOFM0ifUoApnQJdpiCeYPLbR3lWDxQYrj0MMZWppj8Z2FziV75Ec0oy8EYgOSDO0dmimOyokj5j5uOciAZrQVfYZycHM4/HgxIkTOHnyJJKSkjBq1CjV64LL5cKbb76JpUuX4q677sKrr76qcDXsq9q+fTumTp2q2H7vvfeiuLgYM2fORHV1NbZv3w4AuOaaa7Bjxw7V9gDwu9/9Djt37sTZs2cxaNAgTJw4EYsXL0ZGRsaFPBSq/isKaFRUF1tutxvl5eWCEQkPbQaDAdnZ2QK0AcAbb7yBU6dO4ZNPPkFBQYHiSSbHcYpIW2trK9xuNyIiIhTQ1t0noZcttFGR1dPQpmfxankbwk21pqOj3rZ6gU1vO5W2nMEALlS2AHYvwxkJAtxhJr/hDJBGz8TQpwZnAGBwegHLE6I8PyTDEDGoieGMlxjSiBEzAqQZ2zvNQHxAmlHu0qgBaYpaMy1Q4x0afbg+AtpQpujKcgowA4CmpiaUlZUhKCgIGRkZiIyMJPfnOFgsFjzyyCNwOp145513MGXKlD5rAkJFdZmKAtrlpqKiIixfvhz19fXIzMzEqlWrcPXVV6u2//TTT7Fw4UJUVVVh9OjRePnll3HLLbcI73MchxdeeAHr1q1Dc3OzkH+emZnZG4fTL8VxHFwuF44cOQKLxYLvv/8eX3/9NVpaWpCVlYXo6GhkZ2cL6ZEjR47UBC2O42C32xXQ5vF4EBkZKYG28PBwCm1UZAUAZz6jaYQxA4I5MyHK1UfhTNnOn7oz7//YULOsLWEAf+vOZFwkrmtTAzS11EZ3qFEV0Hg4E0sMalqOjr6iS1pQCHSBGg9nwrAESDPavLVmWp+D8FLuziiW/HNQqzGTH5vYPt8PQPvs3LuS106nE8eOHcOZM2eQkpKC4cOHq8KW1WrF4sWL8ac//QlPPvkkFixY4HdNMxUVVY+IAtrlpI8++gh33303ioqKUFhYiLVr1+K9997DkSNHkJSUpGj/008/4eqrr8bixYtxyy234LPPPsNzzz2HH3/8EQUFBQCAV199FS+//DKKi4uRmpqKl156CTt37sTRo0dVn8BR9Yyam5uxZMkSvPXWW/jd736HhQsX4ty5cxK7/0OHDiE8PFziHJmbm4ukpCSf0NbR0aGANo7jFNAWFhZGoa2/60LAmcZ+FH39SHX0FU2TvK+yBpluOPOjbU/BmUKym21PWBBxe9fg+gBNEMvBE06o69OKkLm8g7nDlP1IgNY1qPp3xmj3RsY8hJRG8fsA2R3T0OGNhJHcNIV+ou8TD2gA+fMw2DrARoVqwxkv/ri0DEAAQuTMqjvdWQ5m/BIxx44dQ3R0NMaOHasKWxzH4auvvsKcOXOQlJSEtWvX0oewVFQXVxTQLicVFBQgLy9PYvmanp6O6dOn45VXXlG0nzFjBlpbW/HVV18J237zm99g4MCB2LRpEziOQ0JCAmbPno158+YB8BpVDBkyBK+++ioefPDBC39Q/VTl5eUoLCxEXl4eXnvtNWRnZyva8JGxAwcOSKDt8OHDiI6OlkBbXl4eEhISfEJbe3u7BNisVisR2sLDw7ud8kKh7TKQn+DWY8Yh/rg0Av5F00gpb2ptw0IJc9MJZwAR0NRTGwnb1P4GCds9YUEBwZlinE5YUwM0Hs7kcoeZNOHM6Oh6zxMi/XzF8CW0EYEa6X0xpPFwJrxHgDQD786oE5oNts50Rj2/g7IFpzXFcV4wk2zThjQ5nLW3t6OsrAw2mw1jx47F4MGDVX+vGxoa8NRTT+Ef//gHXnnlFdx///3drlemoqLqtiigXS5yOp0ICwvDxx9/LElRnDVrFkpLS4kFsElJSXj88cfx+OOPC9tWrlyJVatW4eTJkzh+/DhGjx6NkpISoQYKAKZNm4bo6Gi8//77F/ag+rFYlsXOnTv9zv3nIau0tFQCbeXl5Rg0aJAC2oYMGaI5PsdxaGtrU0AbwzDESBuFtn4uf0FLo6/fqY4isJLA14WCM+Ji2X70F93wc50pi37BGaB/PS5AAWd8pM0fOBN2wXaaeMhq6dTgDAAYN193poRrMZwJ8xO1IwGYIB/3KIxLHQp5UBPgjJcPSBPgTNiJxvfbHzgDwJ5XSWckQJoczFiWFa7dCQkJSElJIa6Hybd9//338eyzz+K6667D6tWrkZCQ4NdcqaioLph8XjT79gqEVILOnj0Lj8eDIUOGSLYPGTIEDQ0NxD4NDQ2a7fn/k9qcPHmyp6ZORZDBYMA111zjdz+GYRAeHo7CwkIUFhYC8EKWzWZDSUmJAG2ffvopKioqkJCQIEAbD25xcXECaDEMg4iICERERAgXb5ZlJdB26tQpWK1WGAwGBbSFhob6BW1brcVobGzEsWPHYDQasfRX7/h9DqgugnxE0jiW8w1psqUNxI50jIHxK82R83jA8LDjlt3cG43gRNuExawvBJypSQZiTGeEhyGNIfr7YcVA5M/DEALECHVYne/J69rUxMMZABg7umq55LAm6ePugiQhVbETwEhwJm6nOZfONpxK2qOhXTutkXF5hDEkcnceowzUGJYFY+1QftYcp15rpuNzUoUyyc6lDq9Pf3UfysrKhN9ct9uNo0ePAgDy8/MRHR2tOlR5eTlmzZqF6upqbNiwAdOmTaMmIFRUl5gooF1ikv/Ichyn+cOrp72/Y1L1LfHRrilTpmDKlCkAvJ9hS0sLSkpKsGfPHpSUlGDTpk2orKxEUlIScnJyhChbbm4uBg4cKHzmPIhFRkYiMTERQBe0tbS0oLW1FdXV1bDZbDAajRJg4xfXJn1/rFYrjh49CpvNhpSUFCQkJGCbbZKiHY2y9UFxrC5IA3xE07TGUFtLzsMqbpgZtUgUAaw4fly3dHzGaFTCHeCFK4Wdv/79yeFMcwy5hXsnEHHy3+RQH3VnahKBmzwNkA1WApcYzuTiF3BmQ9RBTSwBwLSuT05RXZlZ/XaE6YQ8MajxcAZ0RdHkoCZuQ4xeulkB0hirKGpG+M4J55JhpLVmJHgTSRecibSlaZ2Qim61WlFfX4/y8nJwHAez2YzY2FhYOxeyNhqNklpxh8OB119/HStWrMAf//hHfPHFF4iKivJr/1RUVH1DFNAuEcXFxcFoNCqiZWfOnFFEwHgNHTpUs/3QoUMBeCNp8fHxusakujTEMAyio6Nx7bXX4tprrwXghbbm5mZYLBbs2bMHFosFxcXFqK6uxsiRIyWpkTk5OYiKiiJCGy+WZWGz2YRI24kTJ2Cz2WAymSTAFhwcjFOnTuH06dNISkpCdna2aloOAGyzKVNrKbT1AelY3Ft3FE00jq5UR4+on4EB55FGZRij0a+ol2oKJH8T7xK5ABqNAAlcGAbgI0fBZml/nfMgSQ5nAMB0uAgtAS7MrJ4CqLa981AMojFZjegYADAiuDXYRf1CgiTRM0U/UfSMk6U+iuFM/JoHNVLkiwRqkvddnq60xnYpkDIsq4A0pq3d+w8DYTwSpKlFzQiQ5i+Yfda0Vvh3eHg4wsPDhWt+dHQ0Ro4cCbfbDavVisbGRlgsFtx9990YPnw40tPTMXz4cHz99deIiIjA999/j4kTJ/bqg9adO3di+fLlsFgsqK+vx2effYbp06dr9tmxYwfmzJmDw4cPIyEhAXPnzsVDDz0kaeOvczUV1eUiWoN2CamgoAD5+fkoKioStmVkZGDatGmqJiFWqxVffvmlsO3GG29EdHS0xCTk8ccfx9y5cwF4a90GDx5MTUL6iTiOQ2Njo5Aaya/TVldXh5SUFElqZHZ2NiIiIjQv+h6PR4C2lpYWNDU1wel0wmAwYMCAARg4cCCioqIQGRnZbXtnCm0XQTpNQwKpSRM2q8ITeUz1RbBl7TsXmvYJZ2LpHRtQhzC+bUiwzzFIcOaPhEib1nVdbc31TgiVwxrj1qg764xckQCPUUlt5EJMCjhT9LW7NSNqBrtT062R6XCqu3LCG00T4EwysEbtotyhUaM+sDtwBgB2ux3l5eU4f/48UlNTER8fr/jdZVkW1dXV2LFjB7Zu3YrKyko0NzejpaUFo0ePFh628VkSgwYN8mtO/uqrr77Crl27kJeXh9tuu80noJ04cQJZWVm4//778eCDD2LXrl14+OGHsWnTJtx2220A/HeupqK6hERNQi4n8T9W77zzDiZNmoR169bh3XffxeHDh5GcnIx77rkHiYmJAqzt3r0bkydPxssvv4xp06Zh27ZtePbZZxU2+6+88go2bNiAMWPGYMmSJdi+fTu12e/H4u2b+YW1LRYLSkpKcObMGaSmpkqgbfz48QrzEJZl8cEHHyApKQlhYWEYPXo0TCaTxIikra0NZrNZkR4ZHBysMTPfotDWS9IBaoGkOuqKpona6IYzXj7gjxFHdnsSzhTbCe1DzN0GNGF4oe5MBk4+4EwuNjRIFdDUzDnY0CBVOANEkTKCmQigjJzJQc1g13ZsZMSpnGqQZmtX/8xIkNbWRm4rhya5O6MPycGM4zicOnUKlZWVGDx4MFJTU2E2k2sHWZbFtm3b8OSTTyIjIwNr1qxBamoqGhsbsW/fPpSUlAj/VVVV4bvvvsN1113n1/wCFcMwPgFt3rx5+Nvf/oaysjJh20MPPYT9+/fjp59+AuC/czUV1SUkahJyOWnGjBloamrCiy++iPr6emRlZeHLL79EcnIyAKCmpkZis37VVVdh8+bNePbZZ7Fw4UKMHj0aH330kQBnADB37lx0dHTg4YcfFhaq/uabby4YnPmTrvDuu+9i48aNOHToEABvYfSSJUtw5ZVXCm1mzpypcJssKCjAzz//fEHm3x/EMAwSEhJw88034+abbwbgvXGora0VoO3777/HsmXL0NzcjPT0dAHaTCYT1qxZgzNnzuAvf/kLrrzySgHexEXtfKoOD2wNDQ1ob29HcHCwAtrUblBIoumRvSQfNWl+pTpCA7S8g0lf8+YiaqmO/sCZbJ5cZ2ojo5XWCAAaKbqKtortKufN6SJesblg/d9/oAvOAGkaIzgObIhyLK26M7H7IecjDZKXsdW7bhipxk2yX7sS1IhpjaLURzmcAdL6M0ZWZyekoIpBzdYZOePTZuWgxnb2MRjVwYyXqC6tu3BmtVpx5MgRuFwuZGdnIzY2VrXvqVOn8MQTT+Dnn3/Ga6+9hnvuuUe49g8aNAg33HADbrjhBqF9S0tLn1uQ+qeffpLMEQB+/etfY/369XC5XOA4DhaLBU8//bSkzQ033IDdu3f35lSpqC6KaASNqtfkb7rCf/7nf6KwsBBXXXUVQkJCsGzZMmzZsgWHDx8WzCtmzpyJ06dPY8OGDUI/s9mMmJiYXjuu/iqWZVFTU4M9e/bg+++/x2effYampiakp6cjKCgI2dnZQopNRkYGzGazZnqky+WSQFtrays6OjoQEhKigDatGjY9otDWTfmxPppPWNMCPR1Q1dVYJQVSnLooXl+tuymTWtvl6YxdkyFv93PRbzVoY/ysR2NDzOqAppHaqGZTDygja2JQ85XaqCXG4RTSVImyO1TXzxPeV5MY0tpEZiE6Pxe2pVX334QczDweD44fP46amhokJSVh1KhRquuUud1urFu3Di+++CJuvvlmrFixAoMHD9a1396UnghaamoqZs6ciQULFgjbdu/ejcLCQvzyyy/gOA6JiYnYtWsXrrrqKqHNkiVL8P777wuOllRUl6hoBI2q74h3lrrvvvsAAKtWrcLXX3+NNWvWENMVPvzwQ8nrd999F5988gm+//573HPPPcL24OBgwfCEqvdkMBgQGxuLffv2YePGjbjzzjuxePFiOBwO7NmzB3v37sWnn36KhQsXwm63IysrS0iNzM3NRXp6OkwmkwBtQUFBiImJkcC1y+WSAFtdXR06OjoQGhoqAbbIyEi/oI1G2ropgtmHelOVxZO1rPX5vvIImYEB+E3im1g9cAZ0uTYyonHE7VXByg84MxgAJ8HUg28rjwj7CWdAJ6zIZVb5/ms8hDW02buaiW34terO3B4hMsXJHB1JaY8GR9e5UEvhZFwiN0cChAnHy7eTt+Hhi/985aDWLoYuwnfOw5IBjuU0Px+2RVRr5iOqLAczAGhqakJZWRnMZjOuvPJKzcyVgwcP4tFHH8XZs2fx17/+Fb/+9a8vebdlkoM0v138b3mbS/24qaj0iAIaVa/I6XR2O12hvb0dLpdLER3bvn07Bg8ejOjoaEyZMgUvv/xyn3yqeLnpzJkzGD9+PFJTU/HDDz8gPz9feC8lJQV33XUXAO8T4oqKCgHaNm3ahLlz58Lj8WDcuHFCemR+fj5SU1NhEt1cBQUFITY2VpLu43Q6hUhbS0sLTp06BbvdjrCwMAW0mbSeqMtEoa33JETV1Kz1tfrw4uGNMUCR4GE0qFvxq93cGQzgtMAKAGP2sU6Znn06CXAFqEfd9IjlAHn6HyGdUSKPLM1UlB5IgiQACsdGxi52u9SA7U6w4s8CJzqPYjiTv+aCTGQYFYMaCazEoNYuW3SajxiKFxIXGYYoIqiilFrJ5haCEYiK06kczpxOJ44dO4bGxkakpKRg2LBhqtDR3t6OpUuXoqioCP/zP/+D559/HhEREcS2l5LUXKZNJhNiY2PBcZzfztVUVJeTKKBR9YoCWWhbrqeffhqJiYm4/vrrhW033ngj7rjjDiQnJ+PEiRNYuHAhrr32Wlgslm4bTlBpa/Dgwfjkk09QWFio+UTTaDRi7NixGDt2LO6++24AXmgrLy8XoO3999/H448/DoPBgOzsbIkRSUpKiiTlh18LSA5tfJStubkZJ0+ehMPhQHh4uALa1NKHSKLQpiE/0hy7uuh48i2HNrX9aK6pximib94+jErapD6YEwCOcByM2u+N3qf9PGjI2/tZg9Y1nrPrXMrhz6ORvsiyEiji0ym17PTh8XQBszyS5yLVlXWeRx/nRnBaVHvQwteTqZmBWG3qZi8s64VymZsj5/EQvyNsSysMA6LIYCZXZzSNZALyyy+/oKKiAgMHDsSkSZNUa8M4jsP27dvx2GOPYeDAgfjhhx+Ql5d32USPJk2ahM8//1yy7ZtvvsGECROEbIj8/Hx8++23uOWWW4Q23377LaZNm9arc6WiuhiigEbVqwo0XWHZsmXYtGkTtm/fLrmgzZgxQ/h3VlYWJkyYgOTkZHzxxRe49dZbe27iVET9v//3/wLqZzQakZmZiczMTMycORMcx8HlcqGsrAx79+7Fnj17sHbtWhw4cADBwcHIyclBTk6OAG2jRo2SGOKYzWbExcUhLi5O2OZwOARoa2pqwokTJ+B0OhERESGBtoiICL+hzel0oqqqCr/88guGDx+Op/JeDug8XNIiRb8ATXDSTHf0MZa4L2NgyNEKHfVpyrRJQxdc+EqbVKtbY1TSGgH/AIu0Tx6W+FRFOWypnFPJ5yOPMqmlAxPq0RiHUwRfhGORg7D4PGj9tovXmiONK440klIXxZE1khlIh106P9Ii5rY24jz57whjNIK1dpl/6IKzTsnhrK2tDWVlZWhvb0dGRoZmlsfZs2fxzDPPYOvWrXjhhRfw2GOP+ZUNcDFks9lQWVkpvD5x4gRKS0sRExODpKQkzJ8/H3V1ddi4cSMAr2PjW2+9hTlz5uD+++/HTz/9hPXr12PTpk3CGHPmzMHdd9+NCRMmCM7VNTU1irXSqKguR/Xtv3iqy0aBLLTN67XXXsOSJUvw3XffYfz48Zpt4+PjkZycjIqKim7Pmar3xDAMzGYzsrOzkZ2djT/+8Y/gOA5OpxMHDx4U7P5Xr16NQ4cOITw8HLm5ucjJyRGMSJKSkiTQFhwcjEGDBgnr/3AcJ4G2xsZGVFVVwe12EyNtBkJUhWVZ1NbWoqqqCtHR0Zg4cSLCw8NppE2s7qQt6pCij3h/8iCPhqsjMQWSFHXjpVLjxfgy/nCpgJsckrRgRlxHRkrpkwOOGjzz48jTLM1msmulXOJ+ZrP2+XKLImfyY5WfE35c/jjU0kDdbi+kkdIegS5QI51zEahx8rRHwkLTAOBpafX7O/rZuXclr/n1yk6cOIHExETk5OSowhbLsvjoo4/w9NNP44orrsCBAwcwcuRIv/Z/sbR3715MnTpVeD1nzhwAwL333ovi4mLU19ejpqZGeH/kyJH48ssv8fjjj+Ptt99GQkICVq9eLayBBvh2rqaiupxFXRypek3+LrQNAMuXL8dLL72Er7/+GhMnTvS5j6amJiQmJmLdunUSIxGqy0Mcx8Fut+PAgQMCtFksFhw+fBjR0dGS1Mi8vDwkJCQQQUs+ntiIpLW1FR6PRxFpczgcAvinpqZKonV61e+grTtW/FrD6o14qoGhlhsgsYP6XBlS9Kcbx6aErQAuvWrHpzaWOOVRHvFTgzBxyqO8j1vDrTEoSB1aAXUjEF5iOCOBDg+wKjVxHB9Z00hrZW1Ke31f31c5mAHA+fPnceTIETAMg4yMDAwYMEC1//HjxzF79mwcOnQIq1atwp133qn520VFRXVJiy5UTdV35O9C28uWLcPChQvxl7/8BYWFhcI4ERERiIiIgM1mw6JFi3DbbbchPj4e1dXVWLBgAWpqalBWVkYX2u4n4jgO7e3tKC0tlUBbeXk5Bg0aJIG23NxcDB06VDOtluM4dHR0CLB2/vx5tLa2guM4hISEIDY2FgMGDEBUVBTCw8O7fRN12UJbADVq3m5+wI1sH5K+/u7foFKfpmEqojk1NVfFQKTXoVTtem4O0gdncqnVdgFSQOMVbNaGM0AbwAj1akI7tagZ4AU1NRt9EagJcMaLFCWX1aSJpfbdlMOZy+VCZWUlfvnlF4waNQrJycmqvxMulwtvvfUWXnnlFdx111149dVX6TIxAWjYsGFYsGABHn74YWHb7t27cf3116OsrIxG3aj6miigUfUtFRUVYdmyZUK6wsqVKzF58mQAwDXXXIMRI0aguLgYADBixAicPHlSMcbzzz+PRYsWoaOjA9OnT8e+fftw/vx5xMfHY+rUqVi8eDGGDx/em4dF1cfEcRxsNhtKSkok0FZRUYH4+HgFtA0aNEgBbU1NTfjnP/+JgQMHIj4+HgkJCRJws1qt4DgOkZGRkkhbeHh4twv5L1toA3puDTWd4+iKtvmoXVOM0Q0o7xFwIwGb1rVcnr7IR7x8mIVIJJ63lmEI308vgPFt1d5Tm49IXCe8aX3WnFraJCB8nlpwJhb/vZSDGcdxOHPmDMrLyxEREYH09HSEhYWR58NxKCkpwSOPPAK73Y61a9diypQpl40JSG/r9ttvR2RkpLAmKsdxKCgowPXXX48lS5Zc5NlRUSlEAY2KqidVVFSE5cuXo76+HpmZmVi1ahWuvvpqYtvi4mL84Q9/UGznF18OZEyqwMVxHFpaWlBSUoI9e/agpKQEJSUlqKysRFJSklDPNn78eJSWlmL16tXIycnB5s2bidFYPnInT49kGEYBbWFhYRTaSOpuCqReSCONxRi0UxF1fF5MNxdMF8bpCWhTM5FQAxv+2k86Bq16NI/HL5MR7z58AJja+mWA0nxFFtXjCJE1MahxDllkjfC5svLImg8xBkYBZx0dHSgvL0dLSwvS0tI0I/VWqxUvvfQS1q9fjyeeeALPPPOMqpsjlT699tprKC4uxqFDhwAAGzduxNy5c1FRUUGzaaj6oiigUVH1lPgUzaKiIhQWFmLt2rV47733cOTIESQlJSnaFxcXY9adw7J7AAAgAElEQVSsWTh69Khku3hRbX/HpOpZcRyH5uZmWCwW7NmzB19//TV+/vlnhISEIDU1FcOHD0d+fj7y8vKQk5ODqKgoTdBiWVYBbVarFQzDSIAtKioKoaGh/RvafMBVd2rUxGP7PU4PuOX1BLjphjY1F0dzkG84I0kr4kiqR+OPVQvqxGmP8vOrlhJpMqk7Y3aKuJSCnrEBAdT8hbOt59+TzoHjUFNTg6qqKgwZMgRjxoyBmVSX2Nn2f//3fzFnzhwMGzYMa9euRVZWll/7pyLrxx9/xJQpU9DS0gKDwYDU1FQsWrQI991338WeGhUVSRTQqKh6SgUFBcjLy8OaNWuEbenp6Zg+fTrR5KS4uBizZ8/G+fPne2xMqgujmpoazJs3D3//+98xf/58/P73v8fhw4exd+9e7N27FyUlJairq0NKSorEPTInJwcRERE+oa2trU0BbUajUQFtISEh/QvaLtRaaoSxux2R01qImTiUrL0fSzmojimHNjU4A8DJnBwFaNS65stTHsX704IhcT/5HLUATAOgOH5xa5XzJklZJFnoiyJnxHXNOjqdHP34Dq6vehWRkZECgLW2tqKsrAwulwsZGRmatWMNDQ2YO3cuvvvuOyxZsgQPPvigX8t7UGnLbrcjKioK3333Hb777jts27YN+/bto0YrVH1VPi9I1GafikqHnE4nLBYLnn76acn2G264Abt371btZ7PZkJycDI/Hg5ycHCxevBi5ubndGpOqZ/XJJ5/g3nvvxe23346jR48iISEBAJCUlIQbb7wRgPfJd319vQBsP/74I1avXo3Tp08jLS1NUtM2fvx4SUqjwWBAZGQkIiMjkZiYCMALbTabTQC2EydOwGazwWQyKdIj/YW2S8ry3w9L/q4uSsBQwBdhDJ9rsPm6USfVa6lAm24Lfz9v0DlZRIlRifbJ4QwAOJdLADpidI50fJ3748cj7k/ej5+jOUgbwESRK7mrJidKhxRHyXjQUtSTydY6k6c1itc1A0RwBpDX05Np5b5nBBjjU9QNBgM6OjowePBgjB8/HqGhocS+LMti48aNeOaZZ3Dttdfi0KFDGDZsmOq+qAJTSEgIsrOzsWXLFqxbtw6ff/45hTOqS1oU0KiodOjs2bPweDyKNduGDBmiWNuN19ixY1FcXIxx48ahtbUVb7zxBgoLC7F//36MGTMmoDGpel5XXHEF/vGPf6CgoEC1DcMwSEhIwM0334ybb74ZgBfaamtrBWj7/vvvsWzZMjQ3NyM9PV0CbePGjUNwcLAE2ngA4+XxeCTQdvz4cbS1tcFkMikibeKx9OiShDY/Ihu6FrH22VcJAj6lZrKh98awm9DGyQCIMZmIcAZAEm1TgJ6WuYZoPPH+GJNJ9fg5jwfoEJ1PDQAjvVYTD1aqUTVxuiIhYsp5POpmIYTvjDydEfBGwsrLywEAMTExsFqt+PHHHxEcHIydO3eipaUF+fn5mDRpEux2O2bNmoUTJ07gT3/6E6ZPn35RTED8qXO+5pprsGPHDsX2m266CV988QUAYObMmXj/felvSkFBAX7++eeen7wfmjhxIlavXo3f/va3uO666y7qXKiouisKaFRUfkh+ceU4TvWCO3HiRMnabYWFhcjLy8Obb76J1atXBzQmVc8rOTk5IAtmhmEwfPhwDB8+HLfccgsA79Pympoa7NmzB3v37sUXX3yBxYsXw2azISMjQwJtmZmZMJvNwmdtNBoxYMAAyVpJHo8HVqtVsri2zWaD2WwmQps/2mZ7HyzL4tSpUzh+/DhiYmLwXOEKv8/DBVFPpT4GEKED1Gub9IIbCTh0r73WuW9OVNOlt6aNCB9BJs1USHAcEfS8b6nAnocF53Eq2gPkcyecD1mkSzmurK/Y7EN0bOSomqxejT/mzu+FpoujZLIswBgUcOZwOHDs2DGcPXsWKSkpGDZsmPC363K5YLVaUVZWhpKSEnz++eeora1FUFAQ4uPj8R//8R8wGAyoq6tDYmJir/6+f/TRR5g9e7akzvnGG29UrXPesmULnKJz1dTUhOzsbNxxxx2Sdr/5zW8Ex0QAqnV3vSl+EfDly5df7KlQUXVbFNCoqHQoLi4ORqNREdk6c+aMIgKmJoPBgCuuuEJY7LgnxqTqWzIYDBgxYgRGjBgh3NCwLIvjx48L0LZlyxY899xz6OjoQFZWlmRh7fT0dJhMJgm0RUdHIzo6WtiHHNpOnz6NtrY2BAcHK6BN66apqalJMLAZP348YmNjFZG2ixZl67xJ9q8Lp6/OLEBoA8jwcSGgjZMZbnCEhZ0V0KZm0qFwQRTtU6UejXO7peOJ50mImgmAx58fYiqkR/lv8bkjQTEPqxr1b5zH402lVPsMWQ6s06m7dnFry5+k43McfvnlFxw7dgwxMTGYNGmSwnExKCgIMTExeOCBBzBu3Dg8+uijGD9+PB544AE4nU7s27cPzzzzDMrKyhAbG4v8/HzccMMNePzxx3XNqTtasWIF/vjHPwpmGatWrcLXX3+NNWvWEOuc5XV0mzdvRlhYmALQgoODJYZXfUEffvghHn74YaSlpV3sqVBRdVsU0KiodMhsNiM/Px/ffvutEC0BgG+//RbTpk3TNQbHcSgtLcW4ceN6bEyqvi+DwYCUlBSkpKTgrrvuAuCFrMrKSgHaNm/ejHnz5sHj8WDcuHFCpC0/Px+pqakwiW54SdDmdrsl0FZfX4/29naEhIQooM3tduPYsWM4d+4cRo0aheHDh6vWalzU1Mgeqk/zdvNxc64WKdIDbt0BPlJqn04zEjm0EUGRBGCdMMWxLDkyRwI9fp4cpy/6JXdtVAMsj0dRHyaXPLonsckXvyf+HDrPPyuOuvH1dxrfBTmctbW14ciRI7Db7cjKysKgQYNU+54/fx7PPfccNm3ahAULFuCpp55SPCBpb2/H/v37UVJSAlbL9bKH1BN1zuvXr8fvfvc7hIeHS7Zv374dgwcPRnR0NKZMmYKXX34ZgwcP7rG56xXLsmhsbMT69etx9OhRfPbZZ70+ByqqCyHq4khFpVO8Jf4777yDSZMmYd26dXj33Xdx+PBhJCcn45577kFiYqLwVPKFF17AxIkTMWbMGLS2tmL16tX44IMPsGvXLlx55ZW6xqTqP/J4PCgvLxegraSkBKWlpTAYDMjOzpakR6akpPh0gOPTrnhoa2lpgd3urdEJCQlBfHw8YmJiEBkZiaBu2sJf9Hq2C+kGqbEvv8YIYI4A/HaP7Nqdej95hE7ST+17pXavYDRqOjxKUjVlY2ulkirAjCSN/bI66tr4z08OZizL4sSJE6iursawYcMwevRoyUMSsTiOw7Zt2/Dkk09i7NixeOedd5Camup77r2gX375BYmJidi1axeuuuoqYfuSJUvw/vvvK5aAkev//u//UFBQgH/961/CNQvwXrciIiKQnJyMEydOYOHChXC73bBYLH6nWndX27dvx7XXXouxY8diw4YNmrXEVFR9SNTFkYqqpzRjxgw0NTXhxRdfRH19PbKysvDll18KIFVTUyOJRJw/fx4PPPAAGhoaMGDAAOTm5mLnzp2SC52vMan6j4xGIzIzM5GZmYmZM2eC4zi4XC6UlZVh79692LNnD9auXYsDBw4gODgY2dnZgt1/Xl4eRo0aJfn+8WlX0dHRKC0tBQBERkYiPj4eLMsKkTa73Y7Q0FBFpE3thpSki25CcqHcIH3si+vkA11pjoFG2vxwj+zaF0eGHx21T6T6Li1rfnFtlwLA5KmavtYtE8YURQdJZh+kdFFROz1wBijBDACam5tRVlYGhmEwYcIESU2oXLW1tXjiiSewe/duvPbaa7j33nv7pHNgoHXO69evR1ZWluSaBXivW7yysrIwYcIEJCcn44svvsCtt97aM5PWqWuuuaZXopFUVL0tGkGjoupn6i+OXpejOI6D0+nEwYMHhSibxWLBwYMHER4eLlmjLS8vD83NzZgzZw5qa2vx3XffISkpSXFj5nQ6JWu0tba2wuFwIDw8XGH53911m/pTpE13bZoMFHU7SIrFA5vW9ZyU/qknOicaU28ETNif2vha0KnmjOlrfzreF2ubdYPktcvlQkVFBRoaGjBq1CgkJSWpwpbH48G7776LF154Ab/97W+xYsWKPlk37HQ6ERYWho8//liSRj9r1iyUlpYSf9t5tbe3Iz4+Hi+++CJmzZrlc19jxozBfffdh3nz5vXI3KmoLnPRCBoVFVWX+pOj1+UohmEQHByMCRMmYMKECQC80Ga323HgwAHs3bsXFosFS5cuxZEjR2A0GpGXl4c777wT+/fvh8FgQGJiouTG02w2Iy4uDnFxccI2h8MhwNq5c+dQXV0Np9OJ8PBwCbBFRkb6BW39KdLmy1BErV5O3k8XsHlY5bGJ+6m5OMphSAxUBNgT5iZzSJRIvC/x+EaDJnx5nSHV69F6Cs7kYMZxHE6fPo2jR48iMjISkyZNUl3TDAAOHTqERx99FI2Njdi8eTN+85vf9FnX3e7UOf/1r3+Fw+HA73//e5/7aWpqwqlTpxAfH9/tOVNRUXlFI2hUVP1IBQUFyMvLw5o1a4Rt6enpmD59OtHRS65Vq1bhueeeQ319vVA0PnPmTJw/fx5bt269YPOm0ieO4/Dhhx9i7ty5GDVqFO677z60tLTAYrHAYrGgvLwccXFxknq2vLw8DB061OdNpt1uV0Ta3G63AtoiIiJopO1C70t+ftVMTgLdDz8e6XPUsuzXMyZhPlpwxRiNvl0cdUoOZx0dHSgvL0dLSwvS0tI0/w46OjqwdOlSvP3223j44YexaNEiRERE6N73xZK/tdO8rr76aiQmJmLz5s2S7TabDYsWLcJtt92G+Ph4VFdXY8GCBaipqUFZWRkiIyN78/CoqC5V0QgaFRWVV/3B0as/q6qqCvfeey+qq6uxYsUKzJgxQ3KzyXEcbDYbSkpKhEjbli1bUFFRgfj4eAm05ebmYtCgQZL+ISEhCAkJET5XjuMkkbbGxkZUVVXB7XYjIiJCAW3+1Ob0p0ibFriodiFF5/xwqhQcDYnOj6L5yPejNTetc0Z6r3ObWiSRb8O5AwM7seRgxq//V1VVhSFDhqCwsFDVKIfjOOzYsQOPPfYYoqOj8cMPPyAvL6/PRs3k8rd2GgCOHTuGH3/8Ed98841iPKPRiIMHD2Ljxo04f/484uPjMXXqVHz00UcUzqioelA0gkZF1U/UHxy9+rMaGxvx1ltv4amnntL9ZJ/jOLS2tqKkpAR79uyBxWJBSUkJKisrkZSUJKlny83NxcCBAzVvTPl0S3mkzePxKOrZwsPDu22o0G8ibf7uh2PVbes1gEhtbqrLFxiNmtE7cT/S2L7gTPUtHsx8nBc5mAFAa2srjhw5Ao/Hg/T0dMW6X2KdPXsWzzzzDLZu3YpFixZh1qxZfpnnUFFRUanI54WAAhoVVT8RD2i7d+/GpEmThO0vv/wyPvjgA5SXl2v2f/DBB7F7924cPHhQs119fT2Sk5OxefPmXnf0ouq+OI5Dc3MzLBaLBNqqq6sxcuRISaQtJycHAwYM8AltHR0dCmjjOE4BbWFhYQFDG8uyqKmpways5wM99J7RxYY2rXRHP+fGGBhtiCK075qGD/hSmYuv6KBq1Ew2nhzO3G43qqqqUFtbKywmr5aKy7Is/vrXv2LevHmYMGECioqKMHLkSPXjoaKiovJPNMWRiorKq7i4OBiNRjQ0NEi2nzlzxqcDWXt7OzZv3owXX3zR537i4+ORnJyMioqKbs2X6uKIYRjExMTgV7/6FX71q18B8EJWY2MjLBaLxPK/trYWKSkpCmiLiIgQoI1hGISFhSEsLAxDhw4Vxmtvbxdgra6uDuXl5URoCw8P95lOdu7cOeEBw4aalYqoyGWZHqmn7sxXH1/z8ifFEaLj4PdDas+/R5iLGnxxLOf7eDvfJ6XHNjY2ory8HCEhISgoKNCMMJ84cQKzZ8/GgQMHsHr1asyYMaNPWudTUVFd3qIRNCqqfqSCggLk5+ejqKhI2JaRkYFp06ZpmoQUFxfjoYceQl1dHWJjYzX30dTUhMTERKxbtw733HNPj82dqm+J4zjU19dj7969guV/SUkJGhoakJaWJoG28ePHIywszGekra2tTRJls1qtYBiGGGljGAYOhwPHjh1DY2OjT2t0ufpNeqT/O/EP/sTHEQg0wke0zY9x5XDmcDhw9OhRNDU1YcyYMUhMTFT9DrpcLrz99ttYsmQJZsyYgWXLlvn8raOioqIKUDTFkYqKqkvU0YvqQorjONTW1grQxrtHNjc3Iz09XQJtWVlZCAkJ0YQ2lmUV0Gaz2cAwDMxmM+x2O6KiojBmzBhER0d327jhUoM2LWBTrRvzAXmKddl0QqFgPOJHrZnPFMoAwYzjONTV1aGiogKxsbFIS0tTrYflOA779u3DI488gvb2dqxduxbXXHPNJWMCQkVFdUmKAhoVFZVURUVFWLZsmeDotXLlSkyePBmAd2HqESNGoLi4WGh/7NgxpKWl4ZtvvhFS3nh1dHRg+vTp2Ldvn8TRa/HixRg+fHhvHhZVHxVfG7Znzx4B2kpKSmC1WpGRkSGx+8/MzITZbNa8OW5qakJZWRk8Hg+ioqLgcDhgs9lgNBolUbaoqCifAKhHFxXaAoyyXZC6sW728VsBwpnNZkNZWRnsdjvGjh2LQYMGqfa12WxYvHgx1q9fjzlz5uDZZ59FSEhIt6ZNRUVFpUMU0KioqKio+pZYlsXx48cl0FZaWoqOjg5kZWVJoC09PR0mkwm1tbV44oknEBoaikWLFiE5OVlIZ2RZFjabTRFpM5lMCmgLDg7ud9B2SUknmD2/c5bkczWZTDh58iSqq6sxbNgwjB49WtVxkeM4/O///i/mzJmDYcOGYe3atcjKyurJo6CioqLSEgU0Kiqqy0s7d+7E8uXLYbFYUF9fj88++wzTp0/X7LNjxw7MmTMHhw8fRkJCAubOnYuHHnpI0qaoqAjLly9HfX09MjMzsWrVKlx99dUX8lCoRPJ4PKisrBSgraSkBPv27YPL5cKwYcOEiO+CBQswdepUn3bnHo+HCG1ms5kIbd1Vn4a2ANZaC1gaDo2q8KW1XppMW1r+BKvVKvlc29raAHjX6BoyZAgGDRqkCuMNDQ2YN28evv32WyxZsgQPPvhgtxdWp6KiovJTFNCoqKguL3311VfYtWsX8vLycNttt/kEtBMnTiArKwv3338/HnzwQezatQsPP/wwNm3ahNtuuw1AV21eUVERCgsLsXbtWrz33ns4cuQIkpKSeuvQqGT68ccfcf/996O5uRmTJ09GbW0t9u/fD4ZhMH78eElN25gxY3zeaHs8HuLNfXBwsMKI5LKAtkDNPrSkx6HxAkmezuhyuXDs2DE0NDQgMTERoaGhsFqtsFqtsNlsKCoqQmtrK8aNG4f8/HycPXsWy5cvx7XXXovVq1dj2LBhF3S+WvLngVBxcTH+8Ic/KLZ3dHRIUjLpQyYqqktGFNCoqKguXzEM4xPQ5s2bh7/97W8oKysTtj300EPYv38/fvrpJwBed8u8vDysWbNGaJOeno7p06drultSXRg1Njbi6aefxubNm7FgwQI8+eSTCA4OBsdxcLlcKCsrE+z+S0pKcODAAZjNZuTk5EgW1x41apRPV0e3262Atvb2doSEhCigzWw2d/vYLroRiT/qAYfGnhDJBKShoQHHjh1DVFQUxo4di9DQUEkbj8eD3bt348cff8S//vUvHDlyBHV1dRgwYACuuuoq5OfnC/8NGzasV01B/H0gVFxcjFmzZuHo0aOS7fyyFYGMSUVFdVFFAY2KiurylR5Amzx5MnJzc/HGG28I2z777DPceeedaG9vB8dxCAsLw8cff4xbbrlFaDNr1iyUlpZix44dF/QYqJRauXIldu7ciZUrV2LEiBGabTmOg9PpxMGDB4XUSIvFgoMHDyIsLExYm42HNj1W/C6XSwFtfLRCnh4ZFBTU7eO9pKCtlyWHs46ODpSVlcFqtSItLQ1DhgxRhSuHw4GVK1fi9ddfx8yZM/Hss8+iurpacBe1WCw4fPgw4uLicMcdd+Ctt97qjUPy+4FQcXExZs+ejfPnz/fYmFRUVBdVdKFqKiqq/q2GhgbFQtxDhgyB2+3G2bNnwXEcPB4PsY18UW+q3tHs2bPx+OOP62rLMAyCg4MxYcIETJgwAYAX2ux2Ow4cOCCYkCxfvhyHDx9GdHQ0cnJyJEYkiYmJEmgLCgpCTEyMZMFrl8slAbba2lrY7XaEhoZKgC0yMtJvaCMtrtzfoU1+Tng30KqqKsTHx2PcuHGq55njOPz888947LHHwDAMvvnmG1x11VVgGAbx8fGYNGmS0La9vR379++HzWa7oMfDy+l0wmKx4Omnn5Zsv+GGG7B7927VfjabDcnJyfB4PMjJycHixYuRm5vbrTGpqKj6riigUVFRXfaSP2HnMwcYhpH8W96GroV0cdTd884wDEJDQ1FQUICCggIA3s+zvb0dpaWlArS99NJLKC8vR1xcnKSeLS8vD0OHDpXMIygoCLGxsZLFi51OpxBpa2lpwalTp2C32xEWFqaANl+mJrz4Nbxmfz4TMTExSEtLE+qM+gO0kWC1paUFZWVlYFkWeXl5GDhwoGr/lpYWPP/88/jwww8xf/58zJ07VzM1NSwsTAJsF1pnz571+4HQ2LFjUVxcjHHjxqG1tRVvvPEGCgsLsX//fowZMyagMamoqPq2KKBRUVFd1ho6dKjiJuXMmTMwmUyIjY0Fx3EwGo3ENvIbHqpLVwzDIDw8HIWFhSgsLATghSGbzYaSkhIB2rZs2YKKigrEx8dLoC03NxeDBg2SQJvZbCZCGx9la25uxsmTJ+FwOBAeHq6ANrmpidVqRVlZGRz/v717D4rqvN8A/hDsykVcZVC5jIBBRbmIsCi3ilLjhTSOl8Ri20GxmolpNALjxNKgQhSs4CgmqMUrkk6QUQm206DgNIAXSGFXFBEVBEUpK4pGWEDQ5fz+IJ6f6wKCyNXnM8Povrzn+B7hj332vXwbG+Hg4KBVw+vl8DLQAtvLz/fs2TOUlJSgoqIC1tbWGDNmTJvLUwVBwD//+U+sW7cO48ePh0KhgK2tbU8M+7V05gMhd3d3uLu7i6+9vLzg4uKCb775Bl9//fVr3ZOI+jYGNCIa0Dw8PPCvf/1Loy0tLQ2urq7iEimZTIb09HSNPWjp6emYP39+j46VepaOjg6MjIwwffp0TJ8+HUDLm9qamhooFArk5uZCLpfj6NGjKCkpgaWlpcZ+NmdnZwwfPlwrtJmYmMDExERse/LkiTjTVl1djbKyMjQ1NWHIkCEYOnQoDA0NUVNTg6qqKjGIdOTo94GyNLK157h//z6Kioqgr68Pd3d3GBoatnl9RUUFgoODceHCBURHRyMgIOCV+wx7i4mJSZc/EHrnnXcwZcoUFBcXv7F7ElHfwoBGRP2KSqVCSUmJ+LqsrAz5+fkwNjaGpaUlQkJCUFFRgYSEBAAtJzbGxsYiODgYH3/8MbKzs3Hw4EEkJiaK9wgODoa/vz9cXV3h4eGBffv2oby8XKtWGg18Ojo6kEql8PHxgY+PD4CW0Pbo0SPI5XIxtMXHx+PWrVuwtrbWWBo5efJkSKVSjdCmp6cHPT09cUZMEAQ0Njbi8ePHUCqVGr/P9+/fR2Njo8ZMW2fCRn8LbS+P98mTJ7h+/ToePnyI8ePHw9zcvM1ZILVajf379yM8PBwffPABrl692ucDiUQi6fIHQoIgID8/H46Ojm/snkTUt/AURyLqVzIyMsQ3zi9atmwZ4uPjERAQgFu3biEjI0P8XmZmJoKCgsRC1evXr2+1UHVUVJRYEHnnzp3w9vbu7sehfkoQBNy/fx9yuRx5eXniCZJ3797F2LFjNZZHTp48GUOGDNEIGjdu3MCxY8fg5eWF8ePHw9TUFI2NjRoHkdTU1ECtVoszbc+/hgwZ0uUZot4Oba0dnX/37l2UlJTAxMQE48ePb7cWXWFhIVavXo2qqirs3r0bvr6+/WY53/Mj8f/+97+LHwjt378fhYWFsLKywtKlS2FhYSGevhgeHg53d3eMGzcONTU1+Prrr/Htt9/i/PnzmDp1aofuSUR9Co/ZJyLqq7KyshAdHQ25XI7KyspXlgxITk7G3r17kZ+fj8bGRtjb2yMsLAxz5swR+4SFhSE8PFzjOh4W0DOe1+d6HtjkcjkUCgWUSiVsbW3h7OyMSZMm4caNG0hMTISvry8OHjzYZhARBAENDQ0aga22thbNzc1aoc3Q0LBfhLbWZvhUKhWuXr2KxsZGTJw4UWN56MsaGhqwbds2xMbG4tNPP0V4eDiGDBnSnUPuFu19IDRjxgxYW1sjPj4eABAUFITk5GQolUpIpVI4OzsjLCxM63ATfshE1G8woBER9VWpqak4f/48XFxc8OGHH74yoAUGBsLc3Bw+Pj4YNmwYDh8+jO3bt+Onn34Sj9wOCwvD8ePHcebMGfE6XV1drQMnqGc8nxnKy8tDcnIyUlJSoKuri+HDh8PQ0FBjps3R0RF6enrtzgQ9P43y5dAmCIJWYW1DQ8Muzyq9ydD2cjhTq9UoKyvD7du3MXr0aNjY2LS5904QBGRlZWHNmjWQSqWIi4uDTCbrN7NmREQvYEAjIuoPOlJ0uzX29vbw8/PDxo0bAbQEtJSUFOTn53fHMOk1PHjwAOvXr0dSUhI2bdqEzz//HJWVlcjNzdWYaautrYWdnZ3GnjZ7e3tIJJJOh7aamhrxEJQXQ5uBgUGPh7bWZs0ePnyIq1ev4le/+hXs7OxgZGTU5vXV1dUIDQ1FcnIyNm3ahMDAwA6XLSAi6oNYqJqIaKBqbm5GbW2tRkFlACguLoa5uTkGDx4MNzc3REZG4t133+2lUb7dbty4AU9PT3h5eWnsB7K2toa1tTUWLxz2P9MAABIXSURBVF4MoOVnWVpaKh5C8v3332Pjxo1oaGiAg4ODRmibOHEiBg0aJAat5yUEDA0NYWZmJt7vxdB2584d1NbWQkdHRyOwDR06FPr6+p0KbZ05iOTlvk1NTSguLsa9e/cwduxYjB49us1/u7m5GceOHcP69eshk8lw6dIl/h4T0VuBM2hERH3A68ygRUdH429/+xuKioowcuRIAC3LJuvr6zF+/Hjcu3dPLMZcWFioUa+LekZzczN+/PFHzJw5s9PXqtVqlJSUiDNtCoUCFy9exLNnz+Do6Cguj5TJZLC1tYWurm67Qau5uRl1dXVayyN1dXW1Qturllp21vP9edevX4dUKsWECROgr6/fZv+ysjIEBQXh0qVL2LlzJ5YsWdJnj84nIuokLnEkooEhMTERy5cvx82bN2FhYQEAWLlyJf773//i7NmzkEqlvTzCrulsQEtMTMTKlStx8uRJvPfee232q6urg42NDb744gsEBwe/qeFSL1Gr1bh27ZpGaLt06RJ0dHQwadIkjT1t48aNe2U9tebmZqhUKo3QplKpMGjQIK3lka8b2urr61FUVASVSoUJEyZg5MiRbd7n6dOn2LNnDyIiIuDn54eoqCh+sEBEAw0DGhENDIIgYPLkyZg2bRpiY2MRHh6OAwcOICcnRwxs/VlnAlpSUhKWL1+OY8eO4be//e0r+8+aNQtjx47F3r1738RQqQ8RBAFPnz5FUVER8vLykJubC4VCgcuXL0MikWDy5MkaxbXffffdV85EqdVqrdBWV1eHQYMGac20DR48uN0lirdv30ZpaSnMzc0xduxYsTh8a89x8eJFrF69GvX19YiLi8OMGTN4CAgRDUTcg0ZEA4OOjg4iIiLw0UcfwdzcHLt27cLZs2cHRDjrjMTERPzpT39CYmJih8JZY2MjioqKMG3atB4YHfU0HR0dSCQSODk5wcnJCStWrIAgCGhqasKVK1fEQ0i++eYbFBQUwMDAAC4uLnBychJDm5WVlUZo09XVhVQq1ZiVVqvVqK2tFQNbVVUV6urqIJFIWg1tjx8/xtWrVyEIAmQyGYYNG9bmM6hUKmzZsgUHDhxAUFAQQkND213+SEQ00HEGjYj6FRcXFxQWFiItLQ3Tp0/v7eF0iUqlQklJCQDA2dkZO3bsgI+PD4yNjWFpaYmQkBBUVFQgISEBQEs4W7p0KXbt2oVFixaJ99HX1xffTK9btw7z5s2DpaUlqqqqsGXLFmRmZqKgoIAFa99igiDgyZMnuHz5shja5HI5CgsLxdpaLx5EYmFh0aGZthdD2/OZNl1dXajVavH3WCqVQiKRtDqmtLQ0BAYGwsLCAnFxcXB0dOyu/wIior6CSxyJaOA4ffo0Fi5cKM4OTJgwobeH1CUZGRnw8fHRal+2bBni4+MREBCAW7duISMjA0BLAdvMzMw2+wPAkiVLkJWVhQcPHmDEiBFwd3fH5s2bYWdn152PQv3Q8+P58/PzNULbtWvXYGJiohXaTE1N211yeOfOHZSWlkIikcDExARPnjxBTU0N6uvrce3aNaSmpsLJyQlTp07FuHHjsH37dpw+fRoRERH49NNPX7lfrjvt2bMH0dHRqKyshL29PWJiYtqcdd6/fz8SEhJw5coVAIBMJkNkZCSmTp0q9gkICMCRI5onWLq5uSEnJ6f7HoKI+gsGNCIaGBQKBWbMmIHdu3fj6NGjMDAwwLFjx3p7WAQgKysL0dHRkMvlqKysfOVeuraCaVFRkUboPnHiBDZs2ICbN2/CxsYGERERWLhwYbc8A7UQBAEqlQoKhUIMbHK5HDdu3ICZmZkY2p4HtxEjRqCsrAyrV6+Grq4u4uLiYGZmphHknj59ioKCArE+35UrV3Dv3j0YGBjAx8cH3t7ecHV1hYuLS7tLIbtLUlIS/P39sWfPHnh5eSEuLg4HDhzA1atXYWlpqdX/j3/8I7y8vODp6Qk9PT1ERUUhOTkZhYWF4pLrgIAA3Lt3D4cPHxavk0gkWiUxiOitxIBGRP3frVu34OHhgTVr1uCvf/0r5HI5pkyZgtzcXMhkst4e3lsvNTUV58+fh4uLCz788MMOB7Tr169j6NChYvuIESPEWZTs7GxMmzYNmzdvxsKFC8W6YOfOnYObm1u3PxP9P0EQUFNTA4VCIdZpUygUKCkpgbGxMRoaGjB58mSsWrVKXKLb2kzbjRs38Pnnn+PmzZuIiIiAhYUF5HI58vLykJeXh9u3b2Ps2LFwdXVFREREj9U8c3Nzg4uLi8YhOhMnTsSCBQuwdevWV16vVqsxfPhwxMbGYunSpQBaAtrPP/+MlJSUbhs3EfVbDGhE1L89fPgQXl5e8Pb2RlxcnNg+f/58NDY24tSpU704OnpZR06jfB7QHj161OaMiZ+fH2pqapCamiq2zZ07F8OHD0diYuIbHzd1zuXLl7FixQpUVFTg/fffx6NHj6BQKHDr1i1YW1trFdaOj4/H9u3bsWzZMkRGRrb6c79//74Y2D755BOMGDGi25+jqalJnI1/cXZ27dq1yM/Pb3VJ8ctqa2sxcuRIHDt2DB988AGAloCWkpICiUSCYcOGYfr06YiIiBDrFRLRW42nOBJR/2ZsbIyioiKt9pMnT/bCaOhNcnZ2xpMnT2BnZ4fQ0FCNZY/Z2dkICgrS6D9nzhzExMT09DDpBQ0NDdi8eTNiYmKwdu1abNiwAQYGBgBaZtpeDFm5ubmIi4vD3bt3YW5ujrS0NHh6era5j23EiBGYO3cu5s6d22PP8+DBA6jVaowaNUqjfdSoUVAqlR26x1/+8hdYWFho1CP09fXF4sWLYWVlhbKyMmzYsAG/+c1vIJfLMXjw4Df6DEQ08DCgERFRjzIzM8O+ffsgk8nQ2NiIb7/9FjNnzkRGRga8vb0BAEqlsktvmql7XLx4ET/++CNycnIwadIkje/p6Ohg5MiR8PX1ha+vL4CW0JaXl4fRo0fD1NS0N4bcIS+HRkEQOlSDLSoqComJicjIyICenp7Y7ufnJ/7dwcEBrq6usLKywr///W+NE1iJiFrDgEZERD3K1tYWtra24msPDw/cuXMH27dvFwMa8Ppvmqn7eHp64sKFCx3+Oejo6GDKlCndPKrXZ2JiAl1dXa3gX1VVpfUBwcu2b9+OyMhInDlzRiusvszMzAxWVlYoLi7u8piJaOBrv8gJERFRD3B3d9d482pqavpab5qp+w2kkCyRSCCTyZCenq7Rnp6eDk9Pzzavi46OxubNm3Hq1Cm4urq+8t+prq7GnTt3YGZm1uUxE9HAx4BGRES97uLFixpvXj08PLTeND/fw0T0JgUHB+PAgQM4dOgQioqKEBQUhPLycqxatQoAsHTpUoSEhIj9o6KiEBoaikOHDsHa2hpKpRJKpRIqlQpASwH6devWITs7W6xjOG/ePJiYmLBMBBF1CJc4EhFRl6hUKpSUlIivy8rKkJ+fD2NjY1haWiIkJAQVFRVISEgAAMTExMDa2hr29vZoamrCP/7xD5w4cQInTpwQ77F27Vp4e3tj27ZtmD9/Pk6ePIkzZ87g3LlzPf58NLD5+fmhuroaX331FSorK+Hg4IAffvgBVlZWAIDy8nK8887/f569Z88eNDU14aOPPtK4z6ZNmxAWFgZdXV0UFBQgISEBP//8M8zMzODj44OkpCQYGRn16LMRUf/EY/aJiKhL2io8vWzZMsTHxyMgIECcSQBaZiD27duHiooK6Ovrw97eHiEhIXj//fc1rj9+/DhCQ0NRWloqFqrmAQtERNTPsQ4aERERERFRH/HKgMY9aERERL/IysrCvHnzYG5uDh0dHaSkpLTbPyAgADo6Olpf9vb2Yp+wsDCt7/flI+eJiKh3MaARERH9oq6uDk5OToiNje1Q/127dqGyslL8unPnDoyNjbF48WKNfvb29hr9CgoKumP4REQ0APCQECIiol+8WGS5I6RSKaRSqfg6JSUFjx49wvLlyzX6DRo0iLNmRETUIZxBIyIiekMOHjyI9957TzwB8Lni4mKYm5tjzJgxWLJkCUpLS3tphERE1NcxoBEREb0BlZWVSE1NxcqVKzXa3dzckJCQgNOnT2P//v1QKpXw9PREdXV1L42UiIj6Mi5xJCIiegPi4+MxbNgwLFiwQKP9xSWTjo6O8PDwgI2NDY4cOYLg4OCeHiYREfVxnEEjIiLqIkEQcOjQIfj7+0MikbTb19DQEI6OjiguLu6h0fUve/bswZgxY6CnpweZTIazZ8+22//EiROws7PD4MGDYWdnh++//17j+4IgICwsDObm5tDX18eMGTNQWFjYnY9ARNQlDGhERERdlJmZiZKSEqxYseKVfRsbG1FUVAQzM7MeGFn/kpSUhMDAQHz55Ze4ePEipk2bBl9fX5SXl7faPzs7G35+fvD398elS5fg7++P3/3ud/jpp5/EPlFRUdixYwdiY2ORm5sLU1NTzJo1C7W1tT31WEREncJC1URERL9QqVQoKSkBADg7O2PHjh3w8fGBsbExLC0tERISgoqKCiQkJGhc5+/vj+LiYuTk5Gjdc926dZg3bx4sLS1RVVWFLVu2IDMzEwUFBVqHibzt3Nzc4OLigr1794ptEydOxIIFC7B161at/n5+fqipqUFqaqrYNnfuXAwfPhyJiYkQBAHm5uYIDAzE+vXrAbQE5FGjRmHbtm345JNPuv+hiIg0sVA1ERFRR+Xl5cHZ2RnOzs4AgODgYDg7O2Pjxo0AWg4CeXk25/Hjxzhx4kSbs2d3797F73//e9ja2mLRokWQSCTIyclhOHtJU1MT5HI5Zs+erdE+e/ZsXLhwodVrsrOztfrPmTNH7F9WVgalUqnRZ/DgwZg+fXqb9yQi6m0MaERERL+YMWMGBEHQ+oqPjwfQchBIRkaGxjVSqRT19fX4+OOPW73n0aNH8b///Q9NTU2oqKgQ90z1hK1bt2LKlCkwMjLCyJEjsWDBAly/fv2V1/XGvq4HDx5ArVZj1KhRGu2jRo2CUqls9RqlUtlu/+d/duaeRES9jQGNiIhogMrMzMRnn32GnJwcpKen49mzZ5g9ezbq6uravKa393Xp6Giu/hEEQauts/07e08iot7EgEZERDRAnTp1CgEBAbC3t4eTkxMOHz6M8vJyyOXyNq+JiYnBrFmzEBISggkTJiAkJAQzZ85ETEwMgJZwExMTgy+//BKLFi2Cg4MDjhw5gvr6enz33XevPVYTExPo6upqzWxVVVVpzYA9Z2pq2m5/U1NTAOjUPYmIehsDGhER0Vvi8ePHAABjY+M2+/TWvi6JRAKZTIb09HSN9vT0dHh6erZ6jYeHh1b/tLQ0sf+YMWNgamqq0aepqQmZmZlt3pOIqLexUDUREdFbQBAEBAcH49e//jUcHBza7NeVfV23b9/u0hiDg4Ph7+8PV1dXeHh4YN++fSgvL8eqVasAAEuXLoWFhYV4ouPatWvh7e2Nbdu2Yf78+Th58iTOnDmDc+fOAWhZ2hgYGIjIyEiMGzcO48aNQ2RkJAwMDPCHP/yhS2MlIuouDGhERERvgdWrV+Py5ctieGlPb+3r8vPzQ3V1Nb766itUVlbCwcEBP/zwg3jiZXl5Od555/8X/3h6euLo0aMIDQ3Fhg0bYGNjg6SkJLi5uYl9vvjiCzQ0NODPf/4zHj16BDc3N6SlpcHIyKhLYyUi6i6sg0ZERDTArVmzBikpKcjKysKYMWPa7WtpaYmgoCAEBQWJbTt37kRMTAxu376N0tJS2NjYQKFQiOUIAGD+/PkYNmwYjhw50m3PQUQ0ALAOGhER0dtKEASsXr0aycnJ+M9//vPKcAZwXxcRUW/jEkciIqIB6rPPPsN3332HkydPwsjISNw/JpVKoa+vD4D7uoiI+houcSQiIhqg2toTdvjwYQQEBABoKc5tbW0tFuMGgOPHjyM0NFRczhgREYFFixaJ3xcEAeHh4YiLixP3de3evbvdw0eIiAhAB5Y4MqARERERERH1DO5BIyIiIiIi6i8Y0IiIiIiIiPoIBjQiIiIiIqI+ggGNiIiIiIioj+jMMfuv3NBGREREREREr48zaERERERERH0EAxoREREREVEfwYBGRERERETURzCgERERERER9REMaERERERERH0EAxoREREREVEfwYBGRERERETURzCgERERERER9REMaERERERERH3E/wEppSDVmEMGZAAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "#NBVAL_IGNORE_OUTPUT\n", "from devito import Operator, Constant, Eq, solve\n", "\n", "# Reset our data field and ICs\n", "init_hat(field=u.data[0], dx=dx, dy=dy, value=1.)\n", "\n", "# Field initialization\n", "u.data[0][ nx//4:nx//4+10 , ny//4:ny//4+10 ] = 2\n", "u.data[0][ 3*nx//4:3*nx//4+10 , ny//4:ny//4+10 ] = 3\n", "u.data[0][ nx//4:nx//4+10 , 3*ny//4:3*ny//4+10 ] = 4\n", "u.data[0][ 3*ny//4:3*ny//4+10 , 3*ny//4:3*ny//4+10 ] = 5\n", "\n", "\n", "# Create an operator with second-order derivatives\n", "a = Constant(name='a')\n", "eq = Eq(u.dt, a * u.laplace, subdomain=grid.interior)\n", "stencil = solve(eq, u.forward)\n", "eq_stencil = Eq(u.forward, stencil)\n", "\n", "# Create boundary condition expressions\n", "x, y = grid.dimensions\n", "t = grid.stepping_dim\n", "bc = [Eq(u[t+1, 0, y], 1.)] # left\n", "bc += [Eq(u[t+1, nx-1, y], 1.)] # right\n", "bc += [Eq(u[t+1, x, ny-1], 1.)] # top\n", "bc += [Eq(u[t+1, x, 0], 1.)] # bottom\n", "\n", "op = Operator([eq_stencil] + bc)\n", "op(time=nt, dt=dt, a=nu)\n", "\n", "print (\"After\", nt, \"timesteps\")\n", "plot_field(u.data[0], zmax=4.5)\n", "\n", "op(time=nt, dt=dt, a=nu)\n", "print (\"After another\", nt, \"timesteps\")\n", "plot_field(u.data[0], zmax=4.5)" ] }, { "cell_type": "markdown", "metadata": { "collapsed": true }, "source": [ "And now let's use the same operator again to show the more diffused field. In fact, instead of resetting the previously used object `u`, we can also create a new `TimeFunction` object and tell our operator to use this. In this cell we will double the value of `time`." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Operator `Kernel` run in 0.00 s\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "After 100 timesteps\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "Operator `Kernel` run in 0.00 s\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "After another 100 timesteps\n" ] }, { "data": { "image/png": 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r9nSaGX9wHIdsNovl5WXcv38fPM8PtJWxGd2KpX7QLAet2X7YXaABzqhC2ZlBCLRmdJLpxlom22W6sS+W6SbLckfHQCYlBEFYGRJoBEEMBDZfJklSjfFHsyfPsiwjkUiA53lUKhWsr6/j9u3baruTGZUswLwWx4s0g+YUnLAwN/sYusl0S6fTEAShJtONPQxKpVIYHh6G3+831KSEVd3YvBu1SxIE0Qsk0AiC6CvdGH8AHxoMRKNRRKNReL1ebG5uYnFxsaFa5vF4UK1WB77/9VilgtbP11sNuy9c7fzeM9gDAav+LjrNdDs8PESlUsG7776LUqkEj8dTU3E7b6ab9k/tPrA/2f7UVyTJpIQgiG4ggUYQRF/QtjGyNqNWC49CoYBIJIJ4PI7x8fG2xh9mVLIA+8ygAVDbR+2IE0SO3bHjuVOf6cYcJW/cuAFJktR2SStkupFJCUEQnUICjSCInmlm/NFqYZHNZsFxHI6OjjA/P49nnnmmwf1ND7MEml1cHAF7CzQnYOf33innjnYGzePxYHR0tONMt0KhgEqlYnimm55JiSiKyGazWFhYIJMSgriAkEAjCKJrmgVLt1qMHB8fg+M45HI5rKys4P79+wiFQh1v86IJNLbNcrmsVhq9Xq/qiqddQGoFmh2x+0LTru+7FqcItHoXRz26zXTb399HsVhUM93qWyb7menGjkEQBHzwwQeYmZkhkxKCuICQQCMIomPq58vYYqjZgkiSJNX4QxRFrK+vY3d3t+sWIsDcFkejF+ButxvlchmPHj1CPB7H1NQUrl+/DkmSUCwWUSgUkEqlUCgUIIoiAoEAAGBvbw8jIyPq4rGX99ksnCBy7IxT3n9ZlrueLdPSLtNNK946yXTz+Xw9Vd3YZytzpwTIpIQgLhIk0AiCaItWmL355ptYXFzE3Nxc04VQpVJBLBZDJBKB3+/H5uYmlpaWzrVwuigVtFwuh1wuh5OTEywsLOC5557D6OgoqtVqw+KT5UmdnZ3hN7/5DSRJwuHhoW6rlvaJfy/OdoSzuUgVtF7QZrrNzs7WbK9VphuretcLt0Ag0HI/9YQmmZQQxMWBBBpBELpo58tkWVZnO8rlMkRR1L2hFwoF8DyP/f19TExMYHt7GzMzM325+bvdbkiSdO5/p1uMMAlRFAWpVArhcBiZTEYVtVevXlX/vtm+DQ0NqZWyra0tNZZA26olCAJOT08RjUZRKpXg9XqbOtuZsVBzwuLQ7sfgFIEmy7KheYndZLrlcjn1AQqAmvk2rYjzer1dHQeZlBCE8yCBRhBEDfXB0gx2s/Z4PA1CKZPJgOM4JJNJLCwsdGz80Q1mVtAG1f6lKAqOjo4QDodRLBaxtraGnZ0dPHr0qKv2RL0ZtGatWszZjj3x1y4a62dstIvGQVQltNi5xc7O+85wkkAb9LnaKZ1kurFrMZPJ1GS6eb1eVKtVxOPxc1W+ezUp6US4OeF8IQirQgKNIAgAzY0/gNonsx6PR/37ZDIJnueRy+WwurqKl156CcFgcCD756QWRzabx3EcZFnGxsYGVlZW1HmTXqt2nQiFZs52rWZsZFlWLcnrq27aGZleoYWeNXDC78EOQlOb6aaFCaVCoYBEIoF0Ol1T+a7PdNOalPQr043th7aDgkxKCMJ4SKARxAWn22Bpl8uFVCqFaDQKSZKwsbHRs/FHNzjBJKRarSIWi4Hnefj9fmxtbWFxcbHhve4lB+28+9lqxqZcLquiTRAEJBIJFAoFVKtVDA0NNZ1z6wYnVKHsjNae3s4MagbNCLSZbvl8HtVqFTs7OwCgGgRpr8NmmW71JiW97Ee7qhuZlBDEYCGBRhAXFG0bY31bix6VSgXRaBTJZBJerxdPPPGErrgYFHauoJVKJUQiEUSjUYyNjeHWrVstQ7nrxVYn7USDcpt0uVwIBAIIBAINluRacwRBEHB8fAxBEFAul+Hz+XSF29DQkCMXak44Jiccg5VaHM9D/XF4PB6MjIxgZGSk5nX1mW6FQkHXKKi+8tZrppv2T+0+sD/1TEqy2SwURcH09DSZlBBEh5BAI4gLRLNg6VY3SEEQVOOPyclJTE9PIxQKYXl52dB9Z62VRnMegZbP58HzPBKJBGZmZnD37l1MTk62/bleWhzNiANgT/vrj4mZI+hlSWnbu5h4q1QqVEEzGTu0BnaCU46jU6HZSaYbuxbbZbqxr35nuqVSKUiShMnJSTIpIYgOIYFGEBeAdsYfeqTTafA8j+PjY9XufWxsDI8fPzbFTdHMFsdut8tMU46Pj7G4uIh79+41PPlut81uBYsZAq0ZrcwRtAvGfD6PZDIJQRCgKAr+93//V3fOzUhXvl6wyvt+HpxwDIBzK2i90E2m2+npKQRB0M10Y9dir5lusizD6/XWXMdkUkIQrSGBRhAOplPjD+3rj46OwPM88vm8avzBgpCBD4VSpVIx7Bi02zWrglatVtu+TlEUnJycIBwO15imaN+7brZZv2A2q8Wxn7jdbt02rUQigf39fWxubqqLxvogbq1os2MQt9VxUuXJKccxqAcTRme6SZLUMJNKJiUE0RoSaAThQLo1/pAkCfv7++B5HrIsY319HXfu3NFdAJvdamj0QrKdMJRlGYeHh+A4DuVyGevr6+c2TdGr2nUivqwu0JrBFlYzMzM1369fMAqCgKOjIwiCQEHcfcYpAs3OJiFazKgEdprpVh/PAbTOdJMkqSux2a1JifZnyKSEcAok0AjCQWjbGNmT5FatIOVyGdFoFNFoFIFAAJcvX8bCwkLLhYFZgdFsn4xeSDZrcRRFEfv7++A4Dm63GxsbG1heXu7LU2+7zKANmlYLRm0QN2vRMjOI2+6LP6cINKdU0CRJ6kuERb9o1rasKIraLtks002WZVSrVXX+9DyZbto/tfvA/tQzKWF/MtFGJiWEHbDO1U8QRE80M/5o9cRQa14xNTWF27dvY2pqqqOblJkVNMD4J8v17YbMzTISiSAYDOKJJ57AwsJCX2/wdp9BMwIrBXE74X13ikCjCpqxaK+peiqVCgqFAt555x243W7TM93YA0wyKSHsAAk0grApevNlrYSZoiiq8cfJyQkWFhbw/PPPNwQWt8PsCprR4pC1OBaLRfA8j3g8jomJCezs7GB6enogN/Buc9AAewu0fu57qyDuUqkEQRB0g7ibzblZqYoxSJwi0JxSQbOLQGsFc3n1er1YXl5W593aZbrVm5QMOtONTEoIK3Ix7jwE4SBYtUwURfX/W90wmPEHx3EQBAGrq6u4ceNGT+YVgDUqaEZSLpeRy+Xwk5/8BHNzc3jmmWcaqjb9Rk+wtFsM9CLqLhJae38zgrjtgBMWnFRBsx6SJHWc6aa9Fusz3Xw+X0Pbcr8z3dh+NDMpKZVKyOVyagYomZQQg4IEGkHYBK3xRyKRQCwWw7PPPtv0Js5mpHieh6Io2NjYwMrKyrkrAmZV0JgANWLbrNrIcRxOTk7g9/vxwgsvYHh4eODbBnqbQQPs22pn5oKmXRC3tl2yWRC31+tVZ3F6WSxaAbueO/U4qYJm9XiJTunUJKTVtdhpplu9eOvlPWz1sLNQKCAej2N+fp5MSoiBQgKNICyOto2RLT6YM5beB365XEYkEkEsFkMwGMTVq1cxPz/ft6exZlXQgMFb7SuKgmQyiXA4DEEQsLa2htnZWSQSCcPEGdBbBc3OLY6ANQUCa9GamJio+X59EHc2m4Usy/jFL34Bl8ul2yrZy2yNkTilxZEqaNajWxdHPbrJdEulUjWZbnqzbr1mujHzlnaZbmRSQpwXEmgEYUHaBUt7PJ6GSpLW+GN6eror449uMKuCxrY9CIEmyzISiQQ4joMoitjY2MDq6iq8Xi8ODw8NFw8XbQbNbtQ72p2dneFXv/oVXnzxxZqn/PWzNcFgsKFV0ipB3E4RaE6qoDlFoJmZ6aYVbvWZbnrCrZNMt/ouFDIpIQYBCTSCsBCdBkszgaZtxTs9PcXi4mJPxh/d4KQKmiiKiMVi4HkeXq8Xm5ubWFpaqrlBmxGQfdFcHJ2yCGkWxK0oimpQYtUgbqcINKdU0OrntuwKu6cZ/RBCG9ExOTlZ83eiKNaYlJydnTXNdNOKOK/XC1EU+57pRiYlhB4k0AjCAnQbLO12uyGKIn7+85+jWCxidXUVN2/e7Nn4oxucUEFjbaDRaBQjIyO4ceMG5ubmdG94vc6DnYdmQdWtBJidBRpgzRbHbmi1WHK5XAgGgwgGgzXf7yaIWyveBhHE7RSBRhU0a8HuFVaoEjO8Xq+u02snmW5MNMXj8YFkurH9aGZSwn6GCTUyKXEuJNAIwkS0bYz1T870EEUR8XgcHMdBkiQsLy9jeXnZUCtwVkEzY0F33uqdIAjgeR77+/uYnp7G7u4uJicnWx6HGe6IVEGzF72+790EcadSKcRiMTVDqtmcW6/vpRMEGvs9OEHYOMUkhAk0O/xOOsl0Y23wp6eniMViKBaLaqZbfctkr/mKnVTd2NqBTEqcCwk0gjCYZsHSrYRZqVRCNBpFNBpFKBTC1tYWHj16hNXVVcNvfFq7e6MXEL1W0LLZLDiOQzKZ7Dr/zYwWR5pBI9oFcTPx1iqIW/tnJ58Tdl/AsevUDmKgHU6qoLXqBrELzDBoaGgIExMT2NzcBPDbTDft3Clzex1Eppv2TwaZlDgTEmgEYRDtjD/0ODs7A8/zODg4qKn4iKKIR48emXITZ6LMrLmCTsWSoig4PT0Fx3HIZDJYWVnB/fv3G9rM2kEVNGOw874bSS9B3JIkqQYlzYK4ndAaWL8otTNOEmhOqAQyRFGs6VjpR6abVrgNMtNNz6SkUChAlmVMTk6SSYnFIIFGEAOmU+MP7etTqRQ4jkMqlcLS0hLu3btXcwNgNzw9R6lBw/ZdkiRDTQyAzlocZVlWg7mLxSLW19exs7PTc7CwWTNoF0mgOWERYPYxdBPEfXBwAEEQaoK42UOjdDrdsw252bDr1G77XQ+7ZzhBoDmlVZPRj0w3URRrhFsmk0EikTA80w0AkskkqtUqRkZGmpqUfO9738NLL72EO3fudL19ondIoBHEgOjW+EOWZRweHoLneRSLRaytrWF7extDQ0MNr2VPtsww62DbNsPJsVW7oSRJ2N/fB8dxUBQFm5ubWFlZOffiwCwXx/ptUg6adbHyvncaxH1wcIBSqYRHjx6pNuR6FTcrB3E7ZQbNSa2aTq+g9YLX67VEphvw4e/H7/fXHFO9Sck//MM/YG1tjQSawZBAI4g+o21jZG1DnRh/8DwPl8uFjY2Njow/9LLQjMIsJ0c9sVStVhGNRhGJRDA0NIQrV65gYWGhb4sbmkEjnIo2iLtcLqNcLuP69esNQdz1T/jr59uGh4ctEcSt/by1M04TaE44DsYgBWc3mW5szu08mW4A1JgPLdprSFEUZLPZhqgCYvCQQCOIPtDM+KNVD3epVEIkEkEsFsPw8DCuXbuG+fn5jhcXZgo0s7LQtGKpVCqB53nEYjGMj49je3sbMzMzfV+cMeFjpMudnthycgXN7gtqJ6A9v+uDuBmyLHcUxF1fdTOqguIEJ0rAeQKNKmjno1WmGzMNqs90KxaLDddkfaZbp8eTyWRIoJkACTSCOAf1xh+dCLOzszNwHIfDw0PMzMzgzp07mJiY6HphcVEraKVSCW+99RYODg4wOzuLp59+GhMTEwPdJmDs4q9ZC2m7rC07Y1dxyXDC+9/uGLoJ4k6n002DuLWtWf3ESXNbTnA+BJwn0Kx2PM1Mg/SuyUwmg0KhgGq1Cr/fj+HhYQiCAJ/Ph2AwiFAopGa9MSRJwtnZGQk0EyCBRhA9wObLWBsjM/5oNZB7enoKnueRSqWwvLzcYPzRLRetgpZOp5FKpVAul/vy/nUK+30aufjr1STEjKomYX9xCZzvAUS7IG7tE35tEDdzsutXELeTKmhOEGeA9QTNeWD3faMraL3Q7JoEfjt7WigU8MEHH0AQBDx+/FjNdPuP//gP7O3t4cqVK1hbW8PY2JhuNhwxWKx/lhGEhdAaf4TDYRSLRdy8ebOt8QfHcSiVSi2NP7rlIlTQFEXB8fExOI5DLpdDKBTCzMwMbt26NfBtM7QVNCO3eZFm0Oy8705hEOKmVWtlxrPlAAAgAElEQVTWIIK4nSJsnHIcgLMEGrvn2f14tLOn4XAYV69exfj4uJrpJggCXC4X3n//ffznf/4nBEHA4uIiLl26hGvXrtV8Xb9+HVNTUz3vy6uvvoovfelLeOWVV/CNb3xD9zXf//738fLLLzd8v1gsNszPOQkSaATRAc2MP0RR1F0wVKtVxONxRCIRuN1u1fijnx/sTq6gybKMg4MDcByHSqWCjY0N7O7uYm9vzxTDDrZPRnHRbPYJa2Bk9anTIG42U8OCuJvNubH5VCdU0JxkrOEkm312v7VDBa1TtDNoLNPt4x//OD7+8Y8DAB4+fIg/+IM/wK9+9Ss8fvwY7777Lt5991380z/9E9555x21dbKX6+7Bgwf4zne+gyeffLLta8fGxvD48eOa7zlZnAEk0AiiKe2MP7xeb4NAKhaLqvHH6Ogorl+/jrm5uYEsGpxYQdM6WrrdbmxubmJpaUm9wbvdboii2PfttkLrZmXkNrsVhCTQzMMJrXVWOYZugrhPT09rgrh9Ph9EUcTBwYEq4Oy4mHZaBc0pxyKKoqPCm2VZhizLLWdBmUHI6uoq1tbW8LGPfazm71m1rVvy+Tw++9nP4rvf/S6++tWvtn29y+XCwsJC19uxM/b75CKIAdMsWLp+vszr9apiIZfLqcYfc3NzuHv37sCHas0y6gD6X0GrVCqIRCKIRqMIBoNNHS3NyiQzer6r1wqaXSFxaT5WEWjN6CSI+/j4GIVCQTeIu77qZuUgbqdVnfrR0m8F7DJ/1ils/dLqmLLZbEsTs+Hh4Z62/fnPfx6f+MQn8NGPfrQjgZbP57G+vg5JknD79m185StfwVNPPdXTtu2Cc840gjgn9cHSTJg1e/rndrtRLpfx4MEDpNNprKys4MUXX+z5A6tbnFBBKxQK4Hke+/v7mJiYwO3btzE1NdX0ZmCGQDNju3ozaKya6/f7dX+GRA5xHux67miDuGVZxtnZGXZ3dwF82GqurbidnJwgEolYPojbaRU0p4hNURQdcyzAbyuCrc61dDrd0IZ8Xl577TX88pe/xIMHDzp6/bVr1/D9738f29vbyOVy+Ju/+Ru88MILePPNN3HlypW+7puVIIFGXHhYmZ8JMwAtLY7ZfNQHH3yAYrGIpaUl7OzsNF04Dwo7z6CxiuPR0RHm5ubw7LPPNmQu6WGmQDO6xZE9JFAUBQcHBwiHwxAEAUNDQ7rOd3YWaGYviAnrV9A6of4YfD4fJiYmGmI4WBC31n5cG8RdL9qMDuJ2Ulug06qBTqugtTuefodUx2IxvPLKK/jBD37Q8QzZc889h+eee079/xdeeAG7u7v427/9W3zzm9/s275ZDeecaQTRBdr5MibQWCtbs0VKtVpFLBZDJBKBx+PBwsIC9vf3cfnyZYP3/kPsVkFTFAWpVAocxyGVSqkVx27se80SaGa0OAJANBoFz/NwuVzY2NjA+Pi42s7FQoKZZbnb7YbP54OiKA2W5XbAruIScKa4sSOdVp5aBXEzFzszg7ipgmZNnFZBq1arHQm0fuaMPnz4EMlkEnfu3FG/J0kSXn/9dXzrW99CuVxu+x673W48/fTTeP/99/u2X1aEBBpxoagPlma0GvwtFovgeR7xeBxjY2O4efMmZmdnkc/nEYvFjNr1BjweD8rlsmnb7lSwKIqCo6MjcByHQqFwrqiBi9DiKIqiel7FYjFcuXJFHY6uVCoIBoMNN8xqtYr33nsP5XIZLperppVLmzWlXVz2mjVFOBOnCLTzHIPb7VavEy3NQn8FQVCDuJvNufV6HCTQrMdFrKCl02nMzMz0bZsf+chH8NZbb9V87+WXX8a1a9fwhS98oaNzRVEU/PrXv8b29nbf9suKOOdMI4gWNDP+AJq3V2WzWfA8j8PDQ8zPz+Ppp5+uWRizCpZZCxszwqIZnbgpyrKM/f19cBwHWZaxsbGBlZWVc93gzDpmIypozCglEomoVcVnn31WXeS12r7P51NbsLQ9+ayVi1UDTk9PEY1GUSqV1Bmc+i8zhJvdhYETcIJA036u95Nugri1Ve1eg7idJtCccixOq6CJotj2IUIul+trl9Do6GhDjunw8DCmp6fV73/uc5/D8vIyXn31VQDAX/3VX+G5557DlStXkMvl8M1vfhO//vWv8Xd/93d92y8rQgKNcDT1xh9A6/kyRVFwcnICjuOQzWaxvLyM+/fv67bheb1eVfiZ8aFt9gxapVLR/TttK6jP58PW1hYWFxf7cpN24gxaqVQCx3GIx+OYmJjAU089hbGxMfzwhz/s6t/RW/A1a+WSJKnGPCGdTiMej6NYLKohwfVfQ0NDA13A27nFEbC/yHSCQDM6B61VELcoijXXWCqVarjG6qtuLIjbaQLNKaLmIlbQMplMX1scOyEajdac/5lMBn/8x3+Mw8NDjI+P46mnnsLrr7+OZ555xtD9MhrnnGkEoUHbxqgVZs1u3rIsI5FIgOd5VCoVrK+v4/bt2y3nd9hNx6wbkNVm0EqlkpoBNzIyoraC9nPB5KQWR0EQwHEcEokEZmdn8cwzz6huWey97Ua0dGMS4vF4mgo3bcUtm82q5gnM5rxeuPXD9c7uwsDu4pLhhN+DVYSN1+vtOogbAEKhEBRFgcfjwdHRkSrc7CpynCTQnFhB60SgTU1NDXQ/fvSjH7X8/69//ev4+te/PtB9sCIk0AjH0CxYup3xRzQaRTQahdfrxebmJhYXFzv6EGZza62szweJ2RU0Jli0QmN6ehp37twZWAacmSYh/VqEn52dIRwO4+joCAsLC7h37x5GRkYatge0bmscxD62CgnWCrdcLqcuKl0uV0MLl7Ya0ClOETl2hSpoxtBJEHc0GlXvTdogbj13SatXdJzm4uiUTDegvUBTFAW5XK7vNvtEZ1j7yiaIDqg3/mALjVbGH4VCAZFIpMH4o5ubu8vlMl0kmVlBK5fL+NWvfoXj42MsLCzg+eefb1h0DGK7dq2gpdNphMNhnJ6etnWwZOfhoCpo3eJ2uzEyMtIgJOtd7/L5vDqDw+zK9YSbVaocxG9xgkC2UgWtW7RB3KlUCl6vF1tbW2oQt3bOTRvE7ff7defcrBDEzUYMnCLQnFZBq1arba3ujaigEfqQQCNsC/vwlySpxvijVcUsm82q+Vvz8/M1bWW94PF42pplDAozBBqb0eN5HoIgYGJiAvfv328Ynh8UdhNoiqLg9PQU4XAY2WwWa2truHXrVtunsOwc1ls0N6t0mJGD1sz1TlsNYF/Hx8eqXXn97I2dM9wYZi+GzwtV0KyDJElqV4Y2iLt+odxNEDf708ggbvaZ6RRRc9Fm0BRF6XsOGtE5zjnTiAsDE2ZsPuby5cttjT+Oj4/BcRxyuRxWVlaaGn90i9frvRAVNFmWcXh4CI7jUC6XMTU1BbfbjevXrxuyfUYv+Wv9oFsBoSgKkskk9vb2UCwWsbGxgaeeeqor2+1unSOtJHK01YDZ2Vn1+1q7cq2zpCAIkGUZv/jFLxqqAYPImeo3Vnnfz4MTBJqdK2haOjUJ6TSIWztLqg3i1lbcBlHZZp/VTvidAM6roLVzcWRVWhJo5kACjbAN2jZGWZZRqVSwv7+Pq1ev6r5ekiTV+EMURayvr2N3d7fnbBo9nN7iKEkS4vE4eJ4HAGxubmJ5eRmpVAqPHz8e6Lb1sHoFTZZlHBwcIBwOQxRFbG5u9hwt0K3gspJAa4bWrlybrXN2doaHDx/iypUrqnBLpVIQBEGdv9EKt5GREVsINzvhBIHmlAraeee2Og3iLhQKNZXt+iBu9mev++I0gXbRKmiZTAYADHdxJD7EOWca4UiaGX+43W74/X7d9sJKpaLavPv9fmxubmJpaWkgNwkrtDgOYmFVqVQQjUYRiUQQCARw9epVzM/Pq++hWZUsZndv9GKynUCTJAn7+/sIh8Nwu92qkD3POdettb8dBFozWGvy9PQ0pqen1e+z+RttQHAikagJCK53lQyFQo5aRBmFEwQacz+0O4Oy2Tc6iJvNn9n9vGI4sYLW6rMym81idHSUPk9Ngt51wpI0C5bWzpfVC5RCoQCe57G/v4/x8XFsb29jZmZmoDcHs1scgf66ZBWLRfA8j3g8jvHxcezs7GB6errhPTQrMJotWox2BmsmfkRRRDQaBc/zGBoawhNPPFEjZPu5zXbnsZ0FGqDfJqidv6kXbpVKpWZBqTVOGBoa0hVu/aye6+2rnXGCQHNSBc3IqlOrIO76Obd2QdyhUEjNTHSSgyNw8Spo6XQa4+Pjjrim7IhzzjTCEdQHS7cy/mAfLKlUCtFoFMlkEgsLC+c2/ugGs1scgf7kzJydnYHjOBweHjZkculhVgVtEKK0E+oraJVKBZFIBJFIBCMjI7h161bfM9/0ZtBa/ft2F2jdoA0IrjdOYMKNLSiPjo7UBaXW8U77dV7h5pT33e4LMafMoEmSZInjcLlc8Pv98Pv9TYO42QOS+iBu9kBElmUcHx+rBiVWOK5ecJojJRsVaVdBm5iYsP3ngl0hgUZYgnphBqCt8UcqlQIA/PKXv8Tq6ipeeuklw9wEGV6v17QWR/benEcoaa3fl5aW8MILLzS0v+hhhQqa0dtlzoQcxyEej2NiYgK7u7uYnJwcyA3MiTNozejn+9dsQamtBAiCgGQyiUKhgHK5DL/frxvCbQWrcqNwSgXNrgJAix2Oo1UQN5tzOz4+hqIoCIfDNUHcegYlVhc+7D7rlAoaW7e0m0Gj+TPzcMaZRtgWbRsja09pZZPPZn14nockSXC5XHj66adN+xAxs4LGBGy322euluFwGPl8Hqurqx1Zv2thgsXoRV0vAc79QBRFNaKhkwpjP7hIM2jA4KtQrRzvtMJNa1Xu8/lqTEnYgtLv99tezNTjBIHmhGMA7CHQmuHxeGoyE0ulEu7evVsTvaGtummNgPTEm1UEERM0VheSncLm6VqdZyTQzMUaZz5xoagPlma0CpZmphXRaBR+vx9bW1tYXFzEj3/8Y6N2WxePx4NKpWLq9jsVaLIsq66W1WoVGxsbuHv3bk83QLNaDZkoNUqgnZ2dYW9vD4eHhxgeHsa9e/cawpoHxUWqoJlJs0oAsyrXukrGYjGUSqWGjCltS7ZdBYITzh07CxstTpnd0rYEaqM3tOgFcR8eHrYM4g6FQoY/JHGi4Um7ez9rcSTMgQQaYRjNjD+A5i1OgiCoxh+Tk5N48skna0wrzGwxZNsvFoumbb+TVkNRFFVXS4/H0xdXS217pdELCSMEmrb1c2VlBSsrK3C73YaJM8DeOWjdYsVFTzOrckmSaoRbJpNBLpdDpVLB66+/3mBMYnQ4cK/YWVwyyCTEWnRyf+g2iDsajeo+JBn0tXbRHBwBqqCZDQk0YuB0O18GfLhA5nkeyWQSi4uLeO655xoWSoC5Nvds+2a1OLLtNzv+crmMSCSCaDSK4eFhXL9+HXNzc325eWkraEYzKIGmKApOT08RDoeRzWaxtramtn6+9957qFarfd9mKy5aBc0u++7xeDA6OorR0VH1e8lkEjzP48aNG+qCsj4cWM9VMhgMWkZQOEGgOeEYgIsl0FrRrC25/iGJEUHcTnNwrFarbY8nl8vhypUrBu0RUY9zzjbCcmjbGLXCrNkNVFEUHB0dged5nJ2ddWT8YXYFzQoCsV6sFAoFcByH/f19TE1NDcTIgv0ezcpC66dAY+ddOBxGsVjExsYGnnrqqRpnPzMCsi/SDJoTFtUul6tm9oYhyzIKhYK6oDw7O8Ph4SEKhULNYlL7ZYbbnRPEjVOEDR1Ha/QekrDttQvi1l5v3QRxX9QKmlGO2EQjJNCIvtIsWLpT4w9ZlrG+vo47d+50ZH1ttkAzMwcNqK3g5XI5hMNhJJNJzM/PN6069nPbdq6gybKMg4MDhMNhiKKIzc1NrKys6N60um037Ad6gquVCLOzQGPYWSQ022/WGqsn3LSLSa2zpKIousLtvFWAVtj5vWc4wWa/vv3fzhjdAt8uiLu+NZkFcWtzE5sFcTutgtapQKt3wyWMwzlnG2EqvRh/lMtl1fgjEAjg8uXLWFhY6OrGZCWBZAZutxvZbBb7+/vIZDJYXl7Giy++2DCIPaht27GCJkkS4vE4OI6D2+3GpUuX2s7kdVvN6gcXqcXR7sKgF1otJuurACcnJxAEQa0C6LVLnndB7xSBZvdjYJ9tThFogwyH7xRtEHd94H0nQdyhUAiVSgWSJKFUKqlB3HZGFMW2vxsyCTEXEmjEuejF+COfz4PneSQSCUxNTeH27duYmprq6QPPChU0M7bP2vKy2SzS6TQ2Nzexs7MDv99v2D6YWUHrRRiKoohoNAqe5zE0NIQnnngCCwsLHZ13ZrQ4XiSTELvTz/edtT2GQiHMzs7WbIPZlGudJZlNOfuZeuHWTQXD7otOJ7QGsmveCe10kiQhEAiYvRtN6SaIO5PJoFwu42c/+5kaxF1fcbNTELcoii3XC4qiIJPJNBi3EMZBAo3oiV6CpZnxx8nJCRYWFvD888839JB3ixVmwIysItW3g7JFnBmDvHapoFUqFUQiEUQiEYyMjGB7exszMzNdLUbNED8XaQaN4YQKyKDQVgFmZmbU7zObcq1wS6fTKBQKEEVRrbjVz97Utzc54b13gosj+2yz+3EA9o4L0IvfkCQJly9frqlw5/N5HB0dNQ3iZg9OrPY+iKLYttMml8tRi6OJkEAjukLbxvh///d/GBoawuXLl9saf3AcB0EQsLq6ihs3bvTtqZrX60WpVOrLv9ULRgnEarWKaDSKSCQCv9+vtoO+8847pi3KrT6DViqVwHEc4vE4Jicnz2WWYlYF7aIINCcsRs06Bq1NeX37VqVSqRFuiURCnbsJBAI1go19ttsZJ8xusSqgE64JM2JYBgWbQasP4mZoW5P1grjrrzezg7jbuThWq1Xk83lqcTQREmhEW5oZf7jdboiiqHsjEUVRrfQoioKNjY2mBgznwQotjqzNcxALg1KpBJ7nEYvFMDY21lD9MXMGzqoVNEEQwHEcEokEZmdn8cwzz5zbiYpaHI3Brvtvxf12uVwYGhrC0NBQTZtS/dyNIAg4PDyELMt4+PBhg2HCyMgIQqGQJWaJ2uGECpokSbYXmQwnHQszE2mGtjVZS/2DkmZB3PUV7kEHcbczCclmswBALY4mQgKNaEq98YdWmLlcLvh8vobqFcveisViCAaDuHLlStfGH91gtkBjTwf7fSPK5/PgOA4HBweYmZnB3bt3dVsNPB4PyuVy37bbDVaroGldLBcXF3Hv3r2+BUtTBY1wCs3mbv77v/8bu7u7aiwAc5XkOA6VSkVdSNZXAYyce22HkypoTsCJFbRuafagBPhtEDe73uqDuPUiAfoVxN1OoGUyGfj9/pYxR8RgIYFGNMDmy7SOjEyUaT8YfD4f8vk8gFrjj+np6XMZf3SDFVwcgc4ckTohk8kgHA7j5OSkI5FBFbQPQ83D4TBOT0+xsrKC+/fv9/2mYob4abbNVrNCdhVodq96OAFFUdQFWf3DoGq1WmNRfnx8DEEQUC6XVae7+i+fz2f479UJFTQSaNZkEDlo/QriZpW7bs6bdmuWdDqNiYkJx5yLdoQEGqGiZ/zRqhfe4/GgWCzi4cOHOD09xeLiYl+MP7rB7Aqay+U6t0hSFAUnJycIh8PI5XJqQHcnc3pmiSTAfBfH4+Nj9T1bW1vDrVu3WragnHebFFQ9eOy8/3YWBlqjJz18Pl+DYQLwW6c7VgU4PT2tqQDoCbdBtm45pYLmFFHjJIFmZA5aJ0Hc2qqbNoJDT7zpGQJ10uJI82fmQgKNqLHJZ08gWwVLy7KMo6MjhMNhFItFXLp0CTdv3jTFTtdsgcb2oReRJMsyDg8PEQ6HUalUsL6+jt3d3a4qcWZWEM0Qh8xqnLWCbGxsdP2e9YJZQdUXbQbNrtj9fW8n0Jqh53QHfCjctBWAdDqNeDyOYrHY0LrFvs6bLcVmpe0slAFnVdCcJDYHUUHrln4FcQcCASiK0rbFcXx83PbXk50hgXZB6SVYWhRFxONxRCIRAMDs7CyOj49x9epVQ/ZZD7Nt9nvZB2agwoKSNzY2sLy83NOH/0WpoMmyjIODA4TDYZRKJYyPj2N3d9ewJ5p2CKpmizo7LlLttr9Oo1eB1gyv14uxsTGMjY3VfL9Z61ahUKjJltJ+dTpzo+36sDNOMtagCpox9BLEDQC/+MUvaq65R48eYWtrC5cuXUI2myWLfZOx5tlGDIxegqVLpRKi0Sii0ShCoRCuXr2K+fl5nJ2d4fDw0Mjdb8Dr9aqVP7Nuap22OFYqFdUqPxgMdhWUfN5tDwIjxKEkSYjH46qYvXTpEvL5PGRZNvRmaZcWR8CeAo1h90qU3Rn0edOqdUsr3HK5HA4PD1EoFOByuRpc7oaHhxEMBmv21yn5YU6poLH1hVMEmhUqaN3SzBAon8/jjTfewM7OTk3o/Z/92Z+pUT5LS0tQFAWvvvoqrl+/juvXr2Nra6sv991XX30VX/rSl/DKK6/gG9/4RtPX/eu//iu+/OUvY29vD1tbW/jrv/5rfOpTnzr39u0CCbQLQrfB0gBwdnYGnudxcHCA6enphhwpr9eLarVqyP43g31YiKJomptYuzbLYrEInucRj8cxMTGBnZ0dTE9P92UhYaZA83g8A/v9V6tVxGIx8DyPoaGhGjH7/vvvG141tZJJSDtI5BDd0u8KWre43W7dbCntzE19KHC9WYIZLfaDwCkCTWswZnfYg22rVtC6hRmE1Fe533zzTQiCgEePHuHv//7vsbe3hzfffBOvvfYaHj9+DFmWceXKFdy4cQN/9Ed/hE9+8pNdb/vBgwf4zne+gyeffLLl637+85/jD//wD/GVr3wFn/rUp/Bv//Zv+MxnPoOf/vSnePbZZ7verh1xxtlGNKXeJh9Ay/kyRVGQSqXAcRxSqRSWlpaaOgn6fD5V+Jn1ZElrc28WzUTS2dmZapU/Pz/flzwuvW2bYdQBDKaCVqlUwPM8otEoRkZGGnLf2HbNqGaZPYPW6rplfw/YU6DZveph56olYL5Aa0azmRtZllEqlWqy3JLJJADgpz/9aUO1rReXO7NwmkCzW9VJD/ZA0AnHArR2cBweHsbTTz+Nf/zHf8RHPvIRfO1rXwPw4e+T53k8evQI77zzTk8PRPL5PD772c/iu9/9Lr761a+2fO03vvENfOxjH8MXv/hFAMAXv/hF/PjHP8Y3vvEN/PM//3PX27YjJNAcSLNg6XbGH4eHh+B5HsViEWtra9je3m7piqetXpn1weVyuUw3CtEKNEVRkE6nwXEcTk9Psby8jPv37zeEVw5i20bTT3GorTJOTk5id3e3aUDmRRJoWrHFBD8AjIyM1LjisdcD9hRoDDvvu52x2/vudrtV0TU7Owvgw1b8n/3sZ3j22Wdr2iXrXe7qc6VCoZClFt5OMdZgs3RWE/294CSxCbTPQAM+NAl54okn1P/3eDzY2trC1tYWfv/3f7+n7X7+85/HJz7xCXz0ox9tK9B+/vOf40//9E9rvve7v/u7LVsinQYJNAdxHuMPnufhcrlUw4pOSvlutxtutxvVanVg9uadYLZAY62ezNlSEISB274z7D6DJggCOI5DIpHA7OxsR1VGK4glI2AzaLlcDnt7ezg+PlZD309OThCJRGpyqNhDgEwmg4mJiYE7W/YTJyzi7IxVK2jdwCpPTLjNzMyof8dc7rT25KlUCoIgQJKkGuGmFXBmLMidUkFzitAEfvsQ2s7Xh5ZOBFq/TUJee+01/PKXv8SDBw86ev3h4SHm5+drvjc/P2+674GRkEBzAL0af0QiEcRiMQwPD+PatWuYn5/v+gPI5/OZ7qJopkBjMxLJZFJ1ZFxdXTU0L4X9zo2+eZyngpbL5RAOh5FMJjsK5NZihnMlE0tGvs/lchknJydIJBJqNh4T5Oz61uZQsdD4x48fo1KpwO/31yw4WdXNKXMURP9wgkBrdW1qXe7qf6ZcLtcIt/39fdWePBAI6Aq3QV5DThFo5EZpXarVqqECLRaL4ZVXXsEPfvCDrloj669nu7eSdwvdqW1Mr8YfHMfh8PAQMzMzuHPnDiYmJno+6c2uXgHmWO2LoqiaWMiyjJGRETz99NOG35C0M3hGL7x7EUrpdBrhcBinp6dYWVnB/fv3GxZNnWzXjBZHwJinwqlUCnt7e0ilUgiFQvid3/kdtRJbb8qizaFSFAXxeBx3796Fx+NpmM/hOA6VSqUmE0f7ZQXhZrdWO4bdFw5OEGi9CBuXy4VAIIBAINBgT16pVGrsyQ8ODiAIgtoxMqhryCliwCnHAXRWcbIT7Y5HURRkMpm+CbSHDx8imUzizp076vckScLrr7+Ob33rWyiXyw3nysLCQkO1LJlMNlTVnIxzzrgLhCzLqFarEEWxZraslfHH6ekpeJ5HKpXC8vJyVxWLVlhBoBm5D+VyGZFIRDWxuHHjBs7OzlAoFEx5WmimQOu0gqYoCk5OThAOh3F2dnbu9k+zWhyBwQkIdo3u7e3h7OwM6+vrmJiYgCAIHb9P2n30+XyYmJjAxMREzWu0mTiCIODw8LBh0amdbxt0taB+3wlzsLvABPp7DC6XC0NDQxgaGmqYhdUKN3YNFQoF9eGHXpZbN+3Gsizbqj25GU4SaE46FgBqeHUrstlsw/2jVz7ykY/grbfeqvneyy+/jGvXruELX/iC7nv7/PPP4//9v/9XM4f2gx/8APfu3evLPtkBEmg2od744+2330YgEMCVK1faGn9wHIdSqdSR8Ue3WMVqf9Atb4IggOd57O/vN0QOFItFU+fAXC6XKdtvV0FTFEWdyysWi9jY2MDu7u65Fx9mV9D6iaIoOD4+xt7eHgqFQs17xPN814Kw3axcM+FWv+jUVgv02ryGh4cHsmCxawXNCdhdoMmybMgx6OVKAY0PPxMyIn0AACAASURBVFggMGs3DoVCGBkZqRFwetEwTmpxdIqocWIFrdUDekVR+triODo6ilu3btV8b3h4GNPT0+r3P/e5z2F5eRmvvvoqAOCVV17BSy+9hK997Wv45Cc/iX//93/Hf/3Xf+GnP/1pX/bJDjjnjHMwzPRD68jo9/vVClo91WoV8XgckUhEnYtaXl4eyIel02fQstksOI5DMpnEwsICnn/++YaQVbOriGYZhTSroMmyjEQiAY7jIEmSOpfXr/PPCQJNURQkk0ns7e2hVCphY2MDa2trNYuAXoxJejUz0Vt0KoqCarWKfD6vLjoTiUTNfI622mZFRzwjsbPAcUoFzUxh06pqXe8qWW/wo3WVrFarJNAshpOOBWgvOM/OziBJUlMn5UEQjUZrzvt79+7htddew5//+Z/jy1/+Mra2tvAv//IvFyYDDSCBZgtY1YxVS1wuF3w+HwRBqHldsVhUjT9GR0dx/fp1zM3NDfTGa7Y4GcQ+sHYzjuOQyWTazkqZ6aRo5vbrK2iSJCEej4PjOLjdbly6dAlLS0t9X2zYucVRURQcHh5ib28P1WoVm5ubTcWrnthqdy33022SPQiampqquVHXz+fk83mk0+mmjnisatDqPLB7RIBd95vhBIFm1cqTz+dT50S1iKJYI9xSqRRisRhKpRIymQyOj48bxNvQ0JBtfk9Oc3F0WgWt1fFkMhm4XK6+57Zq+dGPftTy/wHg05/+ND796U8PbB+sjnPOOAejd9Px+Xxqa2EulwPP8zg4OMDc3Bzu3r3bV3vUVlilxbFcLp/735FlGUdHR+A4DsViEevr69jZ2dFtQ9FihklJ/fbNrKBVq1VEo1FEIhEMDQ317AjaKWYItPNuV5ZlHBwcYG9vD7Is49KlS22r2vVB1Z1gRBxAs/kcrSMe+2LCTZblplbmVlxUXzTsLjAB+4lMr9eLsbExjI2N1Xz/4cOHmJycRCgUUq+heDyOYrEIj8ejew0FAgHLHTu5OFqXdi6OmUwGY2NjjjpmO0ICzQboffB6PB4UCgU8ePAA6XQaKysrePHFFzE8PGzovulV8ozG6/Weax8kScL+/r4aAryxsYGVlZWOP5yMmIFrhVkCTRRFiKKIH//4xxgdHcX29jZmZmYGvlDoZ0B2N/Qi0GRZxv7+PsLhMFwuV1dVRbMraN3SyhFPK9zy+TxOT09rwoPZPMTp6SkmJycRDAYds7izA3YTN3pYtYLWLYqiYHh4uMGtTpIkteJWKBSQzWaRSCRQLBbV/Ld64RYMBk37vTpJ1JhhwjVI2lXQstnsQKtnRGc454xzMNoPWPYk/oMPPkCxWMTi4mJHVZ5BYYUWx14rWPWVnytXrqhBwN1u30yBZnQuWLFYBM/ziMViAIDd3V1De9XNqqB1I3607Z4ej6enc4tlrw1qH42ilXBj4cHMVGF/fx8ffPABFEXRdcOzsnCzs8BxikCz+zEAzYWmx+PB6Ohowwy0LMs1rZJnZ2eqs6TL5dK9jgKBwMCvIycJtE5cD+0CM5trV0E7T/wS0R9IoNmEarWKWCyGSCQCj8eDhYUF7O/v4/Lly6bul1VaHLsRKKVSSRUY4+Pj5678mN3iaFQFTxAEhMNhtZX2zp07ePDgQUOLzqCxcoujNh/P7/efq92z1xZHu6AND56ZmUE4HMb29jaCwSCKxWJNq+Tx8TEKhQIANBVuZh671URxtzhBoJltEtIvuq0Eut1ujIyMNLjyybLccB0lk0kUCgVDHoBIkmTag+N+46QKGlsrtHJT7mcGGtE7zjjjHM7x8THeeOMNjI2N4ebNm5idnUWhUEAkEjF712zl4pjP58FxHA4ODjA7O4unn366LzkfXq8XsiybtsgZdAUtl8shHA4jmUxicXFRzdBj2zTDUZHFThj5frcSTKIoIhKJgOd5BINB9To9z/7pVcPYcfeyj1aHvVfsqX8oFMLs7Kz694qiqAvOfD6PfD6Po6Mj3UoBc5e04myOFXGCQHNSBa0flSe3261eD/X/vrZyzZwlWcsxu/bOOyvqNJMQJx0LgJbHk8lkqMXRApBAswETExMNYsLn80GWZdPbCKzQ4thuH9LpNDiOw8nJCZaWlvoW0s0wMyyabX8QAi2dTmNvbw+pVErXyZLdsI1u79Ra3ht57uu1HFarVfA8j0gkgpGRETz55JN9m8NzSotjN7QTn3rCrb5SUC/c9DLcSLjV4gSBdlEraN3C5tX0HoDUC7fT01MUCoUakx+teGsVq2H22qSfOKmCxtobW13vVEGzBs444xyO3+9vqPSwD4tqtWq6QLNCi2O9QGMBwBzHIZfLYW1tDTdu3EAgEOj79tn7b5YVbz8FmqIoODk5QTgcxtnZWctwc5fLZXommdECjR1rpVIBx3GIRqMYHx/HU089hampqb4uco3MQbMzrSoF2opbLpfDwcGBaqqgJ9zOY2Nud4Fj9/13UgXNDKFZ33LMaOXOqo3VqK+6OcnF0UkVtHYOjsCHJiH96C4izgcJNBugd9Nxu93weDyoVqsDER2dwsSRmU9gtfugKAoODg7AcRyq1SrW19exu7vbst/6vLjdbsONOrT0w9VQURQcHR0hHA6jVCp1/L6Zcdz9Do3uZruVSgXvvvsuYrEYJicnBxppYVWb/UHR788PrQibm5tTv19vqsDc8AqFgq6N+cjICPx+f8v9s+t7zqAKmnWwmrBpZfKjzUOsD7J3uVwQRRGCINSINztWopxYQWtFJpPB8vKyQXtENMMZZ9wFRZuFZuY+AOZ+gHk8HiiKolY03G43Njc3sbS0ZNhTLzONQs5TQZNlGYlEAuFwGLIsY3Nzs6uIATMs79lC0mjnylKphLfffhuzs7N45plnBt6j36vNvp0xQug0M1XQ2pgLgoBMJoP9/X0Ui0V4vV7dils74WYXnCDQnFBBYw8ZrSTQmtEqD7FareLBgwcYHx+HJEk4PDyEIAioVqsYGhrSzXIb5EPU8+KkClonAi2Xy1GLowUggWYDmt10rGLQAXRWNh8ElUoFPM8DAA4ODgYektwMM7PQPB4PKpVKVz+jtYF3u91d5XNpMaOCZmRrZaFQQDgcRiKRgMfjweXLl7G1tTXw7QIXcwbNTJrZmDPhls/nIQgCUqkUYrEYSqWSKtwURYEsy0in06pwsxNOOGfsImxawT7T7CwGXC6Xev7Pz8/XtMqxiht7EHJ0dARBEFCpVOD3+3Ufgpgt3GRZhizLjqqgtXtPySTEGjjjjLsA6C28rDD/5XK5TKkeFQoF8DyPeDyuPum5ffu24UHdDDOz0LrZtjb7LRAInFvQ2ik0uhvy+TzC4TAODw+xsLCAe/fu4Z133jE0C+eizaBZtfrRSrixatvBwQFKpRLeeecdlEol+Hy+phU3K0IVNGvAPtPsLjQB/Rlhv98Pv9/fUJ2pVqvqtVQoFHB8fAye51Eul5teSz6fz5DfN7u32lk0a+m0xZEqaOZDAs3GWKHFke2HUQItl8uB4zgcHR1hfn4ezz33HMbGxvDDH/7Q1LBoq7c4lstlRCIRRKNRjI6Onjv7jWHW7N2gBNrZ2Rn29vaQTCaxtLSEF154QRX9RoufXlsc7WqzD9irkuPxeDA2NoaxsTG1AnDr1i2IolhTcTs5OUEkEkG5XLZslcAJAs1JFTS7HwfQnYujz+fDxMREgzEFm2HTukpGo1H1IYhellu/2447saW3E+0EmqIoyGazJNAsAAk0G2MVgTboSp6iKEilUuA4TrV8f/HFFxEKhWr24SKERevRSqAVi0VwHId4PI6pqSns7u7WzAv0Y9tOqKBls1ns7e3h5OQEy8vLDZECg9hmO5qJrVaLD6qgmY/X61WFm5b6xWYymWza3sVy3Ixqq3KCQHNC7pYkSXC5XLb/XbCW3/P+PrxeL8bHxxva7dhDEK2rpLbtWE+49erQyoSm3X8njGq12nBvq4cEmjUggWYT9BZeVhJogxBHzFmQ4zgUCoWWlu9mCzSrVdC0odxzc3NqpbHf2L2ClslkarLeXnrppaauqEZXp3qdQbMzdhWXndBssalt72LCjeM4VCoVXUOFQQg3Jwg0p1TQ7H4MwG/bAgd1LM0egugZ/dQ7tNaLt3aZiE5ycATaV9DK5TKKxWJfH+QSveGcs+4C4vP5IAiC2bvR9xZHWZaxv78PjuMgyzI2NjawsrLS8kPFTIEEWKeClsvlEA6HkUwmsbi42PdQbr1t27GClkqlsLe3h0wmg7W1Ndy6davtfFkvguk8XLQZNDtzHoHTrL2rWq2qbZKCIDQ44bEqm/ar14qFEwSaU2bQnCTQjK5otpoX1YbZazMRtWH2WvEWDAbVqAC7V2a1tBNomUwGACgHzQKQQLMJejceK1XQ+rEf1WoVsVgMkUgEPp8PW1tbWFxc7OiGZYUKmtkujm+88QZSqRRWV1d1W/QGgVkVtF6EoaIoOD09xd7eHs7OzrC+vo6dnZ2OjRvMaHG8SALN7ovrfuPz+TA5OdnQalSfPXVwcKAKt0Ag0NAqGQqFOlpg2v39pwqadWCtmlY5Fo/HoxutoQ2zZ4H2R0dHKBQKcLlc6rUjSRKOj48RCoUQDAYtc1y90M7FMZPJIBgMmpqvS3wICTQbYwUXR7Yf5xFHpVIJkUgEsVgMIyMjuHnzJmZnZ7taMJhZwWLbN1ogKoqCk5MTvPfee6hUKhgbG2vaAjoo7FBBUxQFx8fH2NvbQ6FQwMbGRk/h5WaZhHRT3bCzQAOc3eLYL/Sc8NqFBgeDQd3sKSbcnFJBs/PCGXDGHB1gn+PQhtlrYcKtUCiolTY2aqEoSkObZCgUQigUssX510kFbXx83PafB06ABJpNsHIFrdf9EAQBHMchkUhgZmYGd+7c6Xkw1QoVtG6zyHqFzebt7e2hXC5jcXERgiDg6tWrhmxfi5Vn0Orfp83NTayurvY8T2BGBQ3obvFsd4FG9Ear0GCtcMvn80in0xAEAZIkqcJNlmW1pdIuC816SGRaB0mSbH0cWuFWKpXgcrmwvb0NRVFqKm6FQgEnJycQBAGKoug+CAkGg5YSq50ItImJCdtfS06ABJqNsUJQNfChOCoUCh2/PpvNIhwO4/j4WM2YOu+clBUE2qCFiizLSCQSCIfDkGUZm5ubWFlZUS30zVigWLGCpigKDg4OEA6HUa1WVWF23puk0QKNLXC6EVx2Fmh2XhBYVRy0Em7lcrnGmKRYLOLhw4eQZblpxc3Ki26aQbMO3VjsWx3tDBprewyFQpidnVVfoygKSqVSTQh3KpVqeBDSrIJtFIqitBVo2WyW5s8sAgk0m2DlClon4oi143Ech2w2i5WVlb7OSXm9XhSLxb78W71uf1ACUZIkxGIx8DwPj8eDS5cuYWlpSb2Rsw9bM9pK3G63YZXD+u3WiyWtgFUURRWw/VrwGO3iqK2gdfMzdhVoALU4GoXL5UIgEEAgEMD09DSADxdmt27dUhea2uwpViHQsy+3ykyOE2bQ7F55YjhJoHXi4uhyuRAMBhvWM/UPQpizJGs9rp8ZZcJtUK6RbI3SSYsjYT4k0GyMz+eDLMumfxi2quTJsozDw0NwHIdyuYz19XXcvn27Y2OGTjHbxXEQFbRqtYpoNIpIJIJAIIBr165hfn6+QayzG7oZ54EVKmiyLCMej4PjOLhcrgYB289tGvlAhP2eu3l/7S7QCHNgFUDtQnNmZqbm77XCLZ/P4/j4uOlMzsjIiOqCZxRUQbMOZq9J+kk7U41W6D0IAdrPjDLhVn9dnVe4iaIIl8vV8neTyWQoA80ikECzMexirVarpn4Y6lWPJElCPB4Hz/MAgM3NTSwvLw9sP81uceynSQlrWYxGoxgdHcX29jZmZmaaLj7Ye2rWLJhZ261Wq4hEIuA4Dl6vF1euXMHi4uLAFmnU4jhY7Lzvdqddi2Yr4aadyREEQRVuAJpW3AZxjTqhgmYXc412OEmgsRbFftKq9bg+F7E+XkPvmupUQLL2xlbXH7U4WgcSaDZB74Jyu93weDyqvbJZaN0kK5VKTdXn6tWrmJ+fH/iN02yB1o8KHnOKisfjmJ6e7tg0hdkZ28Xu/ryIooh8Pq8aGjSrLPYbanEkmmHVGbRO6XX/m83kyLKsVtzYtVpvX66ttnUSGNwOJ1SfnHAMgHOEJgBDc9BcLpeuSyvw4dpKG8KdTCYhCAIqlQr8fr9ullt9p1K7+TPgwwrayspK34+N6B4SaDbHCkYhbBbunXfeQTwex/j4OHZ2djA9PW3YosVsm/3ztDjm83lwHIeDgwPMzc3hueeew9jYmGHbPw9GCkPW8snzPFwuF6amprC7u2vYOWZGUDVwcVoc7SxwnEA/33+3291UuLXKnaqvDHQj3OwukgHnCDSnzNIBnc2gGQETbnqB9lrhdnJygkgkgnK5DJ/PV3MtVatV9T7W7FrJZrPY3t424pCINph/1hEd0exiMtso5OzsDB988IH6xPSZZ54xZcDU7ApaL9vXulkuLS3hhRdeaMhj6RSzZsGM2G6lUkEkEkEkEsHo6Ch2dnZwcnKihqEahdEtjkD3gsvOAg0gkxCzMErctMqd0i4yc7mcmj+l/Rnt19DQUM0+O0HcOEXYOKnF0cgKWi/4fD6Mj483rLtEUay5pk5PT5HL5VCtVvGTn/xEvY5EUcTe3h52dnawtram2uwT5kMCzUboLb7MCqtOp9MIh8M4PT3F4uIiAODmzZt9N//oFLMFGqtgdbLQSaVSCIfDSKfTfXOzdGIFrVwug+d5RKNRTExMYHd3V+3XT6fThp/3Zoifbqt2dhdohDmYXX1yu90YGRlpiFvRCrd8Po9MJoP9/X0Ui0V4PJ6aNklRFFGtVk0/lvPgBJEJOEugWaWC1i1erxdjY2M13TjRaBSZTAYbGxtqJMBvfvMb/OVf/iUODg4QCAQwOTmJ1157DWdnZ7hx4wZu3LiBtbW1nq6pb3/72/j2t7+tehHcvHkTf/EXf4Hf+73f033997//fbz88ssN3y8Wi6aO8ZiF/c46ogYjK2iKouD4+BjhcBj5fB6rq6u4desW/H4/EokERFE0TaCxGTCzbs5aow69D3MWM7C3t4d8Po+1tTU8+eSTfXu/zBJog6iglUoldRZvamoKd+/ebejHN6OaZXYFTZIkRKNRHB8fq3MGbH6HnXNGz8n1E7suqhl23n+rinqtcJufn1e/L0lSTXWAPbB5++234fV6dStufr/f8r8jWZZ7dgy0EpIkYWhoyOzd6AtWr6B1A3Ok1Aq3ra0tfOYzn0E+n8fbb7+NP/mTP8HS0hJ+9rOf4Xvf+x7ef/99BINBXL9+Hf+fvTcLcuS6rkUXxgJQ8zzP1d3s7upuVrOb7Ilt64NS6ENXl/fqSV+S7OdnvQ9JYUs/DkqWI2QGTSn8wUFPwVC8p0sp4oYlh4JiSOEPhm052BSlpklxnpoEkBiqCoVCoQpDITEj8320TyoBJFAYcjpZuSIqpAar6pzMOnlyr7P2XvvMmTN4/PHHhUP5ozA3N4fvfe97WFtbAwD89Kc/xWc/+1m8+eabOHv2rOTPDAwM4KOPPqr67DiSM8AkaFRB6nRcDYJG+ksFg0GUSiUsLS3h0qVLVUREawWLzEWr065G4/M8j2g0CoZhUCgUsLS0hPvuu0/2l7ARFDSxScrY2FjTdNnjRNDK5TKCwSACgQCcTicmJiZQKBQQi8UQCARQLBbR09ODvr4+wdH18PBQk0ao3UKvROEo0DpvAtpUJ5vNhv7+fvT39wufvfTSSzh//jxsNhsymYzQLHhzcxP5fF4gbuRQo5GRgpYwioJmJJMQWhU0KTRrGdDX14cHHngAOzs7+Ou//mtcunQJwN0SA6/Xi/fffx8ffPBBW2UYn/nMZ6r+/dhjj+GZZ57BK6+80pCgWSwWTE1NtTyGkWGMVXeMoSRBK5fL2NzcRCgUgs1mw/LycsP+UlqlWorHB1pzKVICVqsVFotFICvipskcxwlNk5V6adGsoGWzWTAMg0gkgomJCVy9erUq8FJq3HahdvpgpVIBx3F444034Ha7cfbsWYyOjqJUKgk9qwBU9dOJRCLI5/N48803US6XJd3y9NJYuBY0EQSjgTaCJgWe5wVThNr9Q6oep5GRAnlWtFCyjEJsjJLiyHGcYf4mAIR3QiNwHId0Ol1l/e90OnH27NmGhKpVVCoV/OIXvwDLsrh69WrD78tkMlhcXESlUsG9996LRx99FBsbG12NTStMgkY5HA4HWJaV9XeK+3D19vbi9OnTmJiYaPoC19pN0mq1wmq1aq7iEWUjGAzCZrNhdXUV09PTigfENCpomUwGDMMgGo1iamoK165dq6tBaTauURU0ksoYCATAcRxWV1exvLzcMH1RbMtcKpWQz+dxzz33oFAoVLnl7e/vg2VZ8DxfF4zKYXN+3EHzvTNCD7FmJFOqHge4G7CKe06JHfDE1uWd9JzqBEZR0IxkdgLAUApas2tJpVLgeV7WRtXvvvsurl69inw+j76+Pjz//PM4c+aM5Pfec889+MlPfoJz584hnU7jqaeewvXr1/H222/jxIkTss2JFhhj1R0TSL185FTQstksAoEAtre3BQvz4eHhlgIPrVMcyRy0stonxemvv/66qr25CGhS0A4PD+H3+xGLxTAzM4MbN240PdWTglbphkqOSRTrQCAAl8uF9fV1fPDBBxgaGmprHZFA1eVyweVyYXR0tOq/EZvz2v5UYrc8cRqYmrU7tKcK0gzaCWYn5MZut0s64BHrcpIq2ajnlPg5kSOINxKxMYLqRGIaI/xNgLvrutk6TSaTsFqtbbf5aYZTp07hrbfeQjKZxHPPPYcvf/nLuHXrliRJu3LlCq5cuSL8+/r167h48SJ+8IMf4Omnn5ZtTrTAJGiUQ47UwnQ6DYZhEIvFMDk52VKKmRLz6BZakESx0yDP81hdXcXKyorqwY6WClqrwVEqlYLf70c8Hu/avVIrBU0JAiFFzMbHx2GxWHDnzp2qMY9aV0elYTZrLCx2y0skEtja2kIul6tKARMHpHIrCbQTBJrBcZwh7r9c19DIurxUKlUpbru7uwJx6+npkVTc2iFuRlLQjEDQSP0Zzc+GGK0oaIODg7KuQafTKZiEXLp0Ca+99hqeeuop/OhHPzryZ61WKy5fvgyv1yvbfGiCSdAogpwKGs/zgt17MpnE7OxsR0oGgV4UNLXmIDa0GB0dxaVLl3Dnzh309vZqspmr2TBaDPISbhZYJBIJ+P1+JBIJzM/P4+bNm127MhkhxVFMzNxuN86dO4exsbGq9SOl2jVbX52SyGZueeI0yb29PQSDQRQKhaqAVEzcugnMaCc6NIPmIJSsG6XJjcPhwNDQkGSzYKK2sSyLaDQKlmVRKpUEA59a4ib1nJgETV8wkoMj0NwkBIAqPdB4nkehUGj5e996661j2zjbJGiUo93aL57nsbu7C4ZhkMvlsLCwgAsXLnTtZKV1DRrwR6t9JSGum5qYmMCVK1eEdACtVCzgj/VvaoMEE1LulQcHB/D7/UilUrK3FaBZQSuXy0KNmcfjkSRmBFo3qrbZbJK1O2IlIZPJYGdnB5lMBuVyGW63u464eTweQwSezWAEgkMryF6g1d/A4XBgeHi4rnZHbOBDTHxYlkW5XIbL5aqrBTVKiqNRjDWM5OAItKagtZtS3wzf+ta38OlPfxrz8/M4PDzEz3/+c7z44ot44YUXAABf+tKXMDs7i8cffxwA8N3vfhdXrlzBiRMnkE6n8fTTT+Ott97CD3/4Q1nmQxuMs/KOAbpR0CqVCra3txEMBsFxHJaWljA3Nyfb5qMVQaidg1IELZVKgWEY7O3tYWZmBtevX6+zm1WDIDaCVgoaCSZIgFTb721xcRH33nuv7FbWNNag1RKz8+fPNyRmBHptVC2lJPA8XxWQZjIZbG5ugmVZcBzX0FGSXD/NBId20O7iqJaC1i7EBj4Etc9JLXG7c+cOBgYGqsgbbS0zTAVNf+A47kjCmUgkZFXQdnd38cUvfhE7OzsYHBzE+fPn8cILL+Chhx4CcLdxtviZTSaT+MpXvoJoNIrBwUFsbGzgpZdewv333y/bnGiCSdAoh8PhEB48qY2kVCohHA4jFAoJucBTU1Oyv8jsdjsymYysv7OTOchJUnieRyKRAMMwSCQSmJuba5qep6VJiVbqncViEdwzY7EY/H4/stmsYv3eCGhKcSyXywiFQggGgy0TM4JOCJdWaojFYkFPTw96enqqbJp5nkc+nxdIG8uy2NvbA8uysFgsQhBaLBaRTqfR39+Pnp4eqggD7QoU7QRNawWtHTR7Tn73u99hcXERPM8LDbhZlkWlUoHb7a5LldSjMs3zvGGUQKMQTaA1R0q5Uxx//OMfN/3vL774YtW/n3jiCTzxxBOyjU87TIJGEaRePuRhIw1qCfL5PILBIDY3NzEwMNA0jUoO6CHFUS4FTUoFaiU9T8sUR63GJoEd6bu1vLyM+fl5xdNCaFDQxMSst7cXFy5cwOjoaFvPYLtjqt2rrRVYLBa43W643W6MjY0Jn3McV+UoWalUsLOzg1AoREVTYSOBdoJG5k/zNZBnfWhoqMqki9TsiBW3g4MDQZkWpxTrgbiR/coIxEarvqpKgPTPbLYu0um04jVoJlqHMVbeMYbVaoXNZkOpVILL5UImk0EgEMDOzg7GxsZw+fJlVR44I5iE8DyPaDQKhmFQKBSwtLSES5cutbxBa5niqDZB4zgO0WgUfr8flUoF4+PjOHnypGovZS1r0I4KZuUgZgRa16ApCbGt/8TEBA4ODrCwsIDR0dEqi3NxU2FicV5L3PQQRNFMDmgnaLS7UBJImYQ0a5lBlGlxA27S61CcUky+1GhST95DRiBoRlLQCNls9pwkEglZe6CZ6A7av9VMdA2Hw4FEIgGv14t4PI7p6em2mv7KAb3Y7HdSB8dxHCKRCBiGo7AAmwAAIABJREFUAcdxWF5extzcXNsbs5Z1eJ30I+sE4nvF8zxWVlbAMAwmJiZUfZFpUXNHAptGwSxJJw4Gg+jr68O9996LkZGRrgJHvdagKQWe52Gz2dDf31/X6oM0FSbEbXd3F5lMRjicqiVutNXtaAnaCZpRGm234+LYSJlulFKczWbriJtULWi3IPsy7X8PwFgKWivXkk6nsbS0pM6ETBwJY6y8Y4LaDZSk4pVKJdy5cwcLCwuyWJh3Aj2kOLarYJXLZWxtbSEYDMJms2F1dRXT09Mdv1i0VtCUHJvjOGxtbYFhGFit1qp7FQqFNCNLatpSk+evdsxSqSQoZv39/bIQM/GYUjb7jUgY7QStGRo1FSaGCyQY3d7eRiaTqUr/EhM3JVQE2gkOQLcCaAQFjTy33R4qNCNuJKWYfIlrQRspbu3eV+LgSPvfA7hLNpWqo1YbR1nsA3dr0EwFTT8wCRplsFgsqFQqQipesViEw+HAysoKFhYWNJsXTSmOYqXD7XbjnnvuweTkZNcvFK1NQpRQ0CqVitCry+Fw4NSpU5iamqq6V2qpd2JoQdDEChpQT8w2NjZkI2YE7RIupZppq4FOyWUjpzxSt0OIWzweB8uyACAEo2Li5nK5DBFUdgLaCY4RFDSyhyp1Hc2a1IuJWyaTwe7uLrLZrPAztSnFzZ4VoxiEABDahhgBrShoJkHTF0yCRhlCoZCgYiwtLWF2dhZvv/226gFyLex2e1M3SbXm0IwgFQoFBINBhMNhDAwMdFUbJAUjmYQQS/hgMAiXy4XTp083JLFaphuque7JmIVCoY6YiWtD5B6TFhdHPaFZ3Y7YmOTw8BDRaBTZbLaqJo4EpH19fXA4HC07btIMmudPO8EElCdojSBe97XzERO32mdFSnFzuVyGqtsyUh+0owgaz/NIpVJ1GQomtIMxVt4xQrFYrFMxWu2FpiSIdK5l35BGCloul0MgEMDW1hZGR0dx6dIlRU6JtE5xlIMkidVFj8eD9fV1jI+PNw1+tFbQ1AL5296+fVvo0aIUMSMwsklILdQIsJupCGJjkkQigc3NTeTzeTgcDkljEqOkPgH0k3ojKGhk/9YL0WxG3LLZrEDc0uk0dnZ2kMvlYLVa4XQ6hQM+8vO0tc0gMFIftFKpdCTZTKVSVa0fTGgLk6BRhpMnT9YFpXqo/7JarUI/rJ6eHk3mUEvQMpkMGIZBNBrFxMQErly5goGBAUXH1zrFsdNamGKxiFAohFAohP7+/rbURa0UtG4bR7eKUqmEYDCIUCgEADh79ixmZmYUHxc4XgQN0I4oWK1W9PX11RkrlcvlKuIWi8XAsiyKxSJ6enoE4pbJZKhWD2ivoVMz1VkpkGvQ+9+h0bNCiFskEkEsFkMymcT29jZyuRxsNludOk3aZuj5eo+TggbcJWhmiqN+YIyVd4wgtZk5HA6htkJLaF2HRsZPpVJgGAZ7e3uYmZnB9evX604BlYDWKY5A+y8Ucdrn0NAQLl682PYJmhYKGqC81b6YtA4MDODixYt4/fXXFSX5tTBCHzSaYbfbMTAwUPc3L5VKAmljWRbZbBbpdBrRaFTSmESPDYXFoJ2g0T5/gH6SKSZuLMvi/PnzAO6+k8SKm1idJv0Oa7/0QtyMpKAddXiezWZRKBRMgqYjmATNANCDxb3W8+B5Xmh2++qrr2Jubk51R0stCWq7BC2fzyMQCGBzcxOjo6Nd9cvTQkEj4ypB0IrFoqCY1ZJWtQnQcbLZ10NA1iocDgeGh4erghmr1YqFhYUq4ibVl6rWUVIP1007waGd3ADGuAbgjy6OBI3aZlQqlbrm27VpxVLETU0YTUFrlpadTCYBwCRoOoIxVt4xhx5q0Mg81CYoPM9jb28PDMMgk8kAAK5du6aKYlYLoqBpEeyQ1JijiFIulwPDMNje3sb4+LgsaZ9GUdBqiZlUraLaDbIbEa5Ga4xmggbQXQtltVrR09ODnp4eyYbCYuImdsmrJW19fX2qKwhGIGg0zx+oJza0olUXR5vNJqlOk7Ri8SEHaVQvRdyIkY9S12KEvwlwdIpjKpUyXG0t7TAJGmVolOKoB4KmpoLE87zQaqBQKGBpaQn33XcffvOb32hqUsLzvGbBTrMUS5ZlwTAMdnZ2MDk5iatXr9adaHYK2hW0VoiZ3GO2iuNWg0Yrmt1zcV8qKXtzQtxSqZRQs0NSv2qJm1LBE+0Ejfb5A8ZR0LolNY3SikmjevIVj8cF4uZ0OiUVt26eF47jwHGcoRS0ZteSSCQwODhI/XNkJBhj5R1z6MEkBFAnxZHjOGxvbyMQCIDjOKysrGB2dlZ4IWjtpAjc3QjVTsUg49cSpUwmA7/fj93dXUxNTSlSj6fVPe+WLBWLRQQCAYTDYQwPD7fk7qmWMUmn49FM0Gieeydo5JJHanYIcRMrCCQQFbcB8Hg8sgSRNAdmRiA3RukfppTq1KhRfalUamjkU/u8kK9WnhfyLjWKgnaUi2MqlcLQ0BDV+4DRYBI0yqBnBU1Jolgul7G1tYVAIAC73Y7V1VVMT0/XvdC0rAMjc9FDL7R0Og2/3y8Ypdy4cQMej0eRcWlT0GqJWTv1d2o3gj5OBM3EXTSq2SEKAglEo9EoWJZFqVSCy+WqU9vaMSahXYEygs2+EUgmcPf9p2aanMPhaEjcxIqb+HkhDqy1X2ICUy6XYbFYDPE3AY5W0JLJZMd16CaUgUnQDACHw6F5k2hAGQVN3JfL7XbjzJkzmJiYaBhMaEnQLBaL5gQxnU4jFAohHo9jbm4ODz74INxut6Lj0lKD1g0x63TMbtEu+aWZoNFOEJSefyMFoVgsVtW3bW1tgWVZcBwHt9tdR9ykjEmMQNBonj9gHIKml1o6h8OBoaGhuj2+WCw2JG4ul0t4Vmw2m7Df6+F6ukEr6ZomQdMfTIJGGaReQuShK5VKmhO0bDYry+8S278PDg623JdLa6t/raz2E4kE8vk8vF4vFhYW8Cd/8ieq9aPTUkFrZVzxWhoZGenKsVJtAlQ7nsViafoM0EzQALpNQrSC0+nEyMhIVXsMnudRKBSqiNve3p6wP3s8niriRnoo0gojkBsjEAFA/8YaTqcTTqezLp1dTNwymQz29/dRqVRw69atKuImVqj1fJ1ikJiolRRHE/qBSdAMAKvVCpvNJpwAaQU5yFE2m0UwGMTW1hZGR0dbqguSew7dQM16LJ7ncXBwAL/fj1QqBYfDgaWlJSwtLakyPoFeFbRCoSC0EuiWmLU6ptwwUxxNdAKLxQKXywWXy4WxsTHhc2JMQgLRdDqNnZ0dFAoFvPPOO0Ifq1pHSb3DKC6OtJNMgN5aulriFo/H4fP5sLGxUaW4RSIRsCyLcrks9DwUf+mRuJXLZSFObARTQdMfTIJmEOjBKKSbWrhMJgOGYRCNRrtyGdTSJAS4SxCVVpN4nkc8Hoff7wfLslhcXMTGxgbeeecdTYIUvdWg1RKz+++/vy4tTO4xlcJxcnGkPcCmAY2MSX77299ibW0NFoulYU8qsTFJq0YLasEINWi0Epta6F1BaxWkBxppnVGrUNemFicSCbAsi0qlIvQ8rCVuWv19j6o/A+4qaMvLyyrNyEQr0M8Oa6IlNApi9GAU0ol6lUqlwDCMYGbRrcugGgSpGZRMceR5HrFYDH6/H7lcDsvLy1hYWBA2Xq2ULL0oaIVCAQzDYGtrS3ZiRmA2qlYWtM7dCDVQvb29R1qbx2IxBAIBFItF9PT0SBqTaBGcmwqafmAUgtaM1FgsloY9DwuFQl2qZDabFWpCtSBuRzk4AmaKox5hEjQKIRWEqWFxfxRaJWgkNY9hGCSTSczNzeHmzZuypGdqneKoxPjinm/FYhHLy8uYm5ur23C1tLvXghQTYpjP5wXFbGxsTBFiRkCDggYYgzCYUA+N1kszY5JGaV9i9YAQOLfbrWgQagQFzSgE7TjX0olTi6Wa1Yufmf39fbAsC57nJRU3OZ+ZVhS0ZDLZVjmJCeVhEjSDQA8K2lFpljzPY29vDwzDIJPJYHFxERcuXJC1xkFroiqngsZxHHZ2dsAwDCqVSl3PN6mxj5OCJlYUx8bG8MADDyhGzAhoqEED6CRotM3XaGjn/ksZLdSmfRH1gAShtSYLvb29cLlcsvzdjUAKjHANwPFQ0NqFuFm9uCaUEDcpM59a4iY+7Gj3mWk1xdFU0PQFk6BRCKlTdT0QNKIe1QaHHMchGo0iEAigUChgeXkZly5dUqSGwW63I5fLyf57W4UcKhbHcYhEImAYBjzPC8TsqNM0rRwk1VbQiGIWjUbhdrtx5cqVutQspaC1i2Mr3w/QnSpoQn3IQeibpX2JjUkymQx2d3eRzWarauLEQajT6WxrPkZR0NTsH6YUjELQ1LgOMXEbHx8XPq99ZghxY1kWFouloeLW6Jk5iqDxPI9kMllVZ2dCe5gEzSDQg0mI3W4Hz/NCcS3Hcdje3kYgEADP81heXm6qAMk1B61THDslK5VKBdvb22AYBjabrWEz7kaw2WwoFosdjd0N1FLQ8vm8UGM2Pj6O6elpOBwO1cgZoE0ftONC0GhW0GhULMVQcv4koPR4PFVBKMdxyGazQgCaTCaxvb2NXC4Hu91eV9/W29vbkMAYpQbNKMSGdrIM3CU1arWqqUWzZ6bRYYfFYpFsvu1yuVAul48k/6lUykxx1BlMgkYhpF5EDocDLMtqMJs/gpzQFAoFbG1tIRAIwOFwYG1tDVNTU6ps2lq7OJJ2B+2gUqlgc3NTuF+nTp3C1NRU2wGH1gqaUkFeLTEjDp8ff/yx6qqxHmrQstksSqUS+vr66p4pmgmaCe2gBcG0Wq2Crb8YlUqlSjmIx+MIhUIoFApwOp2SxM0oCpoRroHnecMQTb1dRyMXVjFxy2QyQvuMXC4Hq9UKq9UKp9OJUCgkPDM9PT3CM1+pVHB4eGimOOoMJkEzCLSuvQLuPuQWiwW3b9+Gx+PBmTNnMDExoeqLXw8ujq2mWJbLZYTDYQSDQbhcrq7vl1YEjbzE5A7yGhEzArXJEqBNiiO5xsPDQ/j9fsRiMeFzccPhvr4+uN1u1eamBExiqQ30dN9tNhsGBgbqlPFSqVRF3KLRKFiWRalUgtVqFf6/2FGSJsJjBOWJvH/0Rmw6AckEogFi4jYxMSF8TlTqO3fuwGazCcQtm83i17/+NW7fvo21tTWsrKxgbGwMuVxOlvf4M888g2eeeQbBYBAAcPbsWfzd3/0dPv3pTzf8meeeew7f+c534Pf7sbq6isceewwPP/xwV/OgHXSsPhNVaKSgaUXQ8vk8QqEQwuEwAGBtbQ2Li4uapJzQkOJYKpUQCoUQCoXQ29uLc+fOYWxsrOv7paWCBsh3ApzL5RAIBLC1tYWJiYmGPfG0IGhapDiWy2W8/fbb2N3dxdzcHK5duyaks4oNGXZ3dwUV/a233kJ/f38VedN7fQvtKWq0gpAzvd9/h8OBoaGhqlN+nudRKpXwzjvvwOVyoVgsCv2oyAGGHCYLasAoChpgDIJWLpepvw6iUtvtdoyPj2N2dhbAXfI5OTmJ9fV1fPDBB3jttdfAsizOnj2LgYEBnDlzBmfPnsX6+rrwv1NTUy2POzc3h+9973tYW1sDAPz0pz/FZz/7Wbz55ps4e/Zs3fffvn0bX/jCF/Doo4/i4YcfxvPPP4/Pf/7zePnll/HAAw/IczMohEnQDAItatCy2SwCgQC2t7cxOjqKS5cu4f3330dvb69mL0CtCVozklQsFhEMBhEOh9Hf3497770XIyMjst0rrRW0bk8cc7kcGIbB9vZ2U2JGoJWCptaYLMsiHA4jk8lgaGgIDz74INxuNyqVCkqlkmRxeaVSwa1btzA1NYVCoYD9/f269DAxadOqb1Uj6EnJaQc016DRQtCkYLFY4HQ6YbPZMDIygpmZGQDVtubkEENssiBlTCJO+dICRiBoRAWkcS3VgiYF7SjUmoTYbDacPXtWIEt/+MMf8PnPfx7xeBwfffQR3n//fbz//vv4zW9+g6effhrj4+N45ZVXWh7vM5/5TNW/H3vsMTzzzDN45ZVXJAnak08+iYceegiPPPIIAOCRRx7BrVu38OSTT+JnP/tZJ5dsCBhj9ZlQVUHLZDJgGAbRaBSTk5NVgbTWqZZaEzSp8QuFgtCna2hoCBcvXlTELUkrgibOY+8E7RIzAq0UNKXvcTabhd/vx87ODoaHh9Hb24v19fWWfpaQrbGxsap0R5IeRoLVSCSCTCYjNE8VkzY9qwwm5AfNBI2gtgatka15o1qdbDYLm80mWd8mZxuYZjCCSYgR0jQJjKCgERzl4kgs9t1uNzY2NrCxsVH3852iUqngF7/4BViWxdWrVyW/5/bt2/jGN75R9dmnPvUpPPnkkx2PawSYBI1CNGooqjQxSqVSYBgGe3t7mJmZwfXr1+uKVfVAkDiO0+w0UkySxDVUo6OjuHz5sqJFuFo1jLZYLB05OeZyOfj9fkQiEUxMTODatWt1hgHNYLQURzFRnZqawvXr14X6ATGOUpkateGQSg8rFArIZDICcYvFYnX252LypmSwSjNBoBlGIGit7veNanUqlYrgKJnJZHBwcIDNzU3k83k4HI66A4ze3l7Z1RWjKGhGITVGU9Capbgnk0kMDg423AM6uQ/vvvsurl69inw+j76+Pjz//PM4c+aM5PeSw34xJicnEY1G2x7XSDDG6jMBh8MBjuNk3yB5nsfBwQEYhkEymcT8/Dxu3rwJl8vVcB5apxgCdzcktU4+a8cvFot47733EIlEMD4+rlqfLi0NUtohh9lsFgzDIBKJYHJysm1i1smYckGJFEcxka8lqqRouxbNSFqrgbbFYoHL5YLL5apTGcTBaiKREIJVp9NZR9p6e3tl23NoTXEE6CY4AN3z7zbF1Gazob+/v065L5fLdZbmLMuiWCzC5XLVHWJ0kzJsBPXJSATtOCloiURC9sPjU6dO4a233kIymcRzzz2HL3/5y7h161ZDklb7/NKcNi4XTIJGIRqZhAB3U5nk2FR4nsfe3h78fj+y2SwWFhZw4cKFI0mP1imOWhI0lmURCARQLBZRqVRaTtWTC1opaEBrvdDkImYEWilocpGIQqEAhmGwubkp6VLZ6XjdOk2K7c/Fp5okWCVqWzQaRSaTQblclkyT9Hg8x+YFSzOxPE4KWruw2+0YHBzE4OBg1efFYrGKuG1vb4NlWZTL5YbGJEfNz1TQ9APSLsAIClqlUgHHcU2vJZ1Oy07QnE6nYBJy6dIlvPbaa3jqqafwox/9qO57p6am6tSyWCxWp6odN9C/+kwAuBtUkR5cjdStVsBxHKLRKBiGQalUwtLSEubn51veqLROcbRYLKorSYeHh2AYBru7uxgfH4fFYsGFCxdUG5+ApFdq1dOo0T2Xm5iJx6QxxbFYLArEbHR0tKnC2gnZUqoVgFSwyvN8nZtkPB5HNpsFgIZpklLrU+0WBibuwggETe09z+l0wul0VjX2JSnDYuK2v78PlmXB87ykMYnL5RLmbRI0/YDEMEa6lmYxXDKZVLxJNXk+pHD16lX827/9W1Ud2r/+67/i2rVris5J7zAJGoVo9CLqJr2Q4zhsb28jEAiA53ksLy9jdna27Q3K4XAgn893NAe5oBZJTKfT8Pv92Nvbw+zsLG7cuAGr1Yrd3V1NXrZK9SNrdexa4iI2u5iampKNmBHQ1getWCwiEAggHA5jZGQE999/f93JvBzjqUl0LBYLenp60NPTg9HRUeHzWjOGZDKJ7e1t5HI5OBwOyTRJE9rACKSY4zjNCaY4ZVj8LPA8X/UskFTJ2lpP0izY4XA0PMTQO4xgdAL8sacr7YQZuEvQSLPqRkgmk1Vp7t3iW9/6Fj796U9jfn4eh4eH+PnPf44XX3wRL7zwAgDgS1/6EmZnZ/H4448DAP7qr/4KN2/exPe//3189rOfxa9+9Sv8+7//O15++WXZ5kQjTIJGKRoZAbSbXlgul7G5uYlgMAiHw4G1tTVMTU11vDFpraCpMYdkMgm/34/9/f26mjwyrhb1BFqmd4rJUi0xkzKTkQOdGJN0i05IYalUQjAYRDAYxPDwcFtmMVI1b0cFbnpQopqZMYjTJGOxmKDW22w2OJ1O8DxflSZJS5BEY0ANGEdB0+s6sVgs8Hg88Hg8VS0xams9ASAQCODDDz8UDjFqjUn03svQCHV0wB/rz2h+JgiOqj8D7hrAkXREObC7u4svfvGL2NnZweDgIM6fP48XXngBDz30EAAgHA5XrZNr167h5z//Of72b/8W3/nOd7C6uop//ud/PtY90ACToBkK7dR/FYtFhMNhhEIheDwenDlzBhMTE11vSFrXoJE5KEHQDg4O4Pf7kUwmsbCwgPX1dfT09FR9j7gnmNovUzK22qSFjJ3NZvHuu+8qTswI9J7iSBqSB4NBDA4O4tKlS22nkWhRg6YkbDYbBgYG6lI6i8UiPvzwQ3AcJ+xNtalhYsVN655VtdDr/W4FRiBoNKYHims9x8bGEAqFcPnyZVit1qo0yb29PaG2uaenR5K46UW1MkqK43FycATkT3H88Y9/3PS/v/jii3Wffe5zn8PnPvc52eZgBBhjBZoA0JqCls/nEQqFEA6HMTg4KHuzZK1dHIG7QaBcc+B5Hvv7+/D7/Tg8PDzSLIVYzmtxD0hKhtpjk2AikUg0bL+gBPTaqLpcLgvErK+vr6u+d1JkiwYFrV04nU709PTA4XBgdXUVQH1qmLhnld1ul0yT1LvCoEcYwS2N9msgewqpJZc6xKjtZbizs1Nl0iPlKKk2aTUKQTOSg2OpVGpJQVO6Bs1E+zAJGqVoN8Uxm80iEAhge3sbY2NjivXkMkqKI8/ziMfj8Pl8yGazWFxcxMWLF1sKALVqGE3GVou0sCwLv9+PaDQKp9OJ5eVlnDx5UpWxAf25OJJ0YYZh0NvbK8vhRye2/jQSNKCeeDZKDSM9q0g9TzweRzAYFBQGMWnr6+ujKk1SC9BObgA6FTQxyPui2TU06mVIHCUJcdvc3ATLsuA4rqGjpFJ/b6MQNKMpaM2uhed5oVG1CX3BGCvQBABp9erw8BCBQEBoBKi09TvtKY48zyMWi8Hv9yOfz2NpaQkLCwttbdZaKWhkbKXJoZiYTU9P48aNG/B6vaq/mAlBUzPAlCKFlUpFIGZutxvnz5/H2NiYLHNqRLaa/W5aCRrQWqpgo55VpVKpyk1ya2urLlAVkzexg54coJXkGIGg0X4NxOSk3WsQm/SIVXqe55HP56uI297eHliWhcViactdtd3r0KL/qNwwkoLWag1ap1keJpSDSdAoRaNeaCzLAribU8wwDOLxuOAw6PF4FJ+Xw+HQzOqdoBObfZ7nEY1G4ff7USqVsLy8jPn5+Y42aS0bRitJ0DKZDPx+P3Z3dzEzM1O1prQy7ADUDc7EilalUsHW1hYYhkFPTw/W19eFNgtyoZNrpJmgdQOHw4Hh4eE663NxoCrloFeruB3HNEmayQ3P87o2CWkFciuAFosFbrcbbre7rgm9OG04lUohEolIpg2Tr3YIl6mg6Q+tKGjJZNJU0HQIY6xAEwDuBsksy+K1115DMpmscxhUA2QjaKUwVck5NOq3UQuO47CzswOGYVCpVLCystJRewExtE5xlHvsZsSMQIsm2SSgUTO9iSho4XAYDMPA4XDIZrAjBfI7jwNBU+r+NQpUxWmSBwcHCIfDKBQKcDqdkmmSzfYEGu83gRHUJ4BukqmWPX0zd1XyPLAsi/39fYRCIeF5kCJuUkG/0VwcjYCjYjFSx2gqaPqDSdAohfhlxPM89vb2EA6HkcvlsLKy0tTIQkmQTa1UKmlK0IiS2Aik7xvDMLBYLFhZWcHMzIwsLxct6/DkJGitEDMlxm0VYoKmBjiOQzweRz6fRzgcxj333IPJyUlFA8NOmtjSStAA9YiO2EFPjFojhkgkApZlUS6Xq9Ik1ajnUQu0EzSyZmgmBlrX0DVKGy6Xy1XPw+7uLjKZDEqlElwuVx1xMwqxMZqC1ix7KpVKAYCpoOkQxliBxxQcxyEajQp9hEjdy4kTJzSbk8Vi0dzJsVkNGElLCwQCsNlsOHHiRFd93xqNT7OClslk4PP5EIvFjiRmBFarFcVisatx24VaBI2orD6fDzzPw2az4fr166oEteIUx1ZBK0HTA0loZMRQKBSq0iRr63mKxSKsVis8Ho9Qz0MLaFwrYhhBQdOr8mS32zE4OIjBwcGqz2uNSba3t5HJZFCpVJDP5xGPx6uIm9vt1uX1NUK5XK5roUMrjnJxTCaT6O/vNwwhNRLMvwilSCQSeOONNwAAy8vLmJ2dxeHhIeLxuMYz097JUWp8cUNup9OpqPpBK0E7PDyE3+9HLBbD7OwsHnzwQbjd7pbH1cLyvhOXw1bB87xAzABgbW0N/f39ePXVV1WteSNzaednaA+69QSLxQKXywWXy4XR0VHhc1LPk8lkwDAMcrkc7ty5g3w+D4fDUZcmqad+VWKYCpr20FpBaxdOpxNOp7Ou3vOVV14RDjxZlkU8HheyWWqNenp7e2U36pELRlPQjiJopnqmTxhjBR5DeDyeOvVHDw6KZB56IWjinlRutxtnz56V3cih2fhqoxOC1g0xI9DC8p6MKzcZJoYxPp8PHMdhdXVVSH/NZDKqXudxI2g0zVtcz7Ozs4Px8XHMzs7WpYVFo1GwLItSqST0q6pNk9QyOKedoBlBQaONoEmB7DvDw8N1CrTYmOTw8BA7OzvI5XJVz5D4QMPhcGj69zRKqibQGkEbHByk+vkxKkyCRilcLhdmZmaqPnM4HOA4TnMnJa2JIiFIXq8XoVAIfX19slqfHwUtFbR2CIuYmM3NzXVEzAi0umY5iSHP89jd3YXP50O5XMbq6ipmZ2erAqdmfdCUgLgGrZ2foYnoENA671pIpYWRflXiNgD7+/tBxpjVAAAgAElEQVRV6kKt4iaH7XkroJ2g0e7gCBiDoAHSLo6N+hmKjXpYlkUikcDm5qagQEsZk6hV136cFDSzSbV+YYwVeAzRyGYfuJtzrCVB07IGrVgsYnt7G/l8HolEAhsbG103C24X7bhIyo1WiNLh4SF8Ph/29vYwNzcni9OnFi6OZNxuCRox2fF6vSgWi1hZWcH8/LxkwEQImlpBbScKWiffrxfQOm/g6N50pF+VOE2SqAukti2dTiMSiSCXy8Fut0umScodONJO0EgPMZqhlouj0minlq6RUU+5XK4ibrFYDCzLCo3opYib3PfOKAoaz/MtK2gm9AeToBkIVqsVNptNcFjSClqk+OXzeQSDQWxubmJgYAAAcPnyZU1e3FrXoDUy61CCmInH1SrFsdNxeZ5HPB6H1+tFPp8XiFmzF7PYmEStF3i7qp3aKp+JzomlWF2otT0Xp0nGYjEEAgEUi8U69zzSBqAbBYZmgmMqaPoAz/Oy7It2ux0DAwPCe5xA3Ii+1mHV7XZXkba+vr6uUoeNoqBxHAee55sqj8lk0lTQdAr6V+AxRaMXqtYOioC6KY65XA6BQABbW1sYGxvD/fffD7fbjf/4j//Q7FSymYukGmPXksN0Og2/368IMSPQSkHrhBjyPI/9/X14vV5ks1msrKxgYWGhpbXSqaLVDdpN/aM1VZBmkiA3bDabZJBamyaZSCSQyWTA87xkmmRPT8+R99VU0LSHXl0c2wHZ/5V65zZqRC9+JkgPN5Zl654J8ly0YkxiFAWNxCHNriWVSpkmITqFSdAohlQgpnX9F3B3I1U6xS+bzYJhGEQiEUxMTODKlStCMEMCdq02WbvdrqmCRq4/nU7D5/MhHo8r3rScFgVtf38fPp8PmUwGy8vLWFhYaOukVO3ea8DxIWgA3SmOasDpdGJkZKSqqWytCUMmk0E0GhVMGMSkTWzCIP55mgmOqaDpA2RPVPOd2yx1OJ/PVxG33d1dZLNZoTVGLXEjNZ88zxtGQSPlLs3WViqVwsmTJ1WclYlWQf8KNFEFh8OhOUFrpVF0pyCW1tFoFFNTU7h27VpdDrvVaoXFYtGsl4nWKY75fB5vvPGGKsSMQO81aAcHB/D5fEin01heXsZ9993X0QtYK4J2HExCaIdWJKeRCUOlUqmq5YnH4wiFQigUClW1PJVKBRzHUUsSaJ23GEa4hkqlIrQ+0RoWiwVutxtut7vOmITUfLIsi1Qqhe3tbaHmkxA2nueRyWRgt9tVMyZRAkfVnwGmgqZnmASNYkgFYnohaHLPQew4OD09jevXr6O3t7fpHLQkSVqkOKZSKWxubiKdTmNxcVEVYkagVwUtkUjA5/MhlUphcXERGxsbXb1wtUhx7KSmjEaCRjOx1OO8bTYb+vv70d/fX/W5uJaHpEnmcjncunWrqpaHpEnqtVcVAe0KIGAcgkYOR/UKsa2/GOLDjHQ6DQD4+OOPUSgU4HQ6JWs+aVDYWiFoZh80/UL/K8xEW9ADQZOzDi6VSoFhGOzt7bXVo0vLXmRqk8NUKgWfz4f9/X2Mjo6ir68Pp0+fVm18QNs+aFLjplIpeL1eJBIJLC4u4sKFC3A6nYqOqRSOU4qjCeVRW8sTjUaxtbWFs2fP1hmTZLPZul5VJFCV63nqFkYgNxzH6eZ+dgqt2/t0A/FhxuDgICKRCK5fv45SqVSlQot7Grpcrro0yW7NeuRGqwTNNAnRJ0yCZjDoxSSk2zkkk0n4/X7s7+93lKZHW7PoTkCI2cHBAebn57G+vo7Dw0N8+OGHio9dC3LNap9m15IlUne3v7+PhYUFnD9/XvbAp92UQ6XGa3SvTYJmoh2QGi6SEjY2Nib8t9peVQcHBwiHww2VBSUsz1uZv55Vm1ZgBJJJM0ETQ1x/5nA46noaAqgzJtna2gLLsuA4rqGjpBZrtFwuN80Y4XkeqVSqqqbVhH5gEjSK0agXmlL1X62imxTHg4MD+P1+JJNJLCwsYH19vaM6Mj0oaEoFDlLEjNyjbDarWS0YoH6wRAiauIUAIfRK1R9q0az6OChotM6bgFaS0OyZbdarqtaUJJPJ1Fmek59VMkA1XRz1AaMQtFbMxRqZ9RQKhSritre3h2w2CwCSjpKtuKx2ey1mDRq9MAmawaAHF8d2yRGxPff7/Tg8PJQlJU1rBQ2Qv5cKURUPDg4akletDErE16xmoFGpVLC9vQ2v16tYC4FaqJ3iaPZB0z9ovt+dHKrY7fY6ZUFseS42JmFZVnDOk0qT7DZANV0c9QGjELRO39sWiwUulwsul6tOhSYuqyzLIp1OY2dnR3BZbeQoKQdKpVLTaymVSmBZ1kxx1ClMgkYxGiloWhM0h8PRkisYz/PY29uD3+9HNpvF0tISLl68KItrkta9yIDWTq9aQTKZhM/nQyKROFJV1Iqgkb9zpVJRxfWKZVlBMRsYGGi5NlEOaJHieFxMQkxoAznufSPL81rnvGQyia2tLeTzeTgcDsk0yXb2TSOQG/Ma9AO52/McZUxCiNvBwQE2Nzdley7ItTTLJEkmkwBgEjSdwiRoBoNeatCAu6czUpsDz/PY3d2F3+9HoVDA8vIy5ufnZVWbtHRxtFqtstjO1xKzVuqpiJuiFqmGahCXbDYLn8+HaDSKmZkZzMzMwOl0qkbOAG1SHGvv6+HhITwejyQZpjlVkNZ50wyl94pGASpJkySpkrFYDAzD1BkwiNMkpQiAWYOmDxx3Ba1dNHJZFT8XxKwnEAigWCyip6dH0pik0X0vl8tN3a6TySR6enrg8XhkvTYT8sAkaBRDrwqazWaT7EPG8zx2dnaElzAhZkps6lqmOALdKVnEGp7U4bVjdKFUemUrULIXmrgx+fT0NG7cuAGPx4M7d+6o7h6plYsjOdjwer3I5XLgOE4IZMXBLGASHS1AK0nQiuBIpUkCqEuTDIfDYFkWPM9LpkkaoX6L4zjqyY1RCJrcClq7aPZciIlbJBIBy7Iol8vweDxVz0Zvby/cbveRWTzEYp/WvcvoMAmawaCHGjSgWsnjOA6RSAQMw4DjOKysrGBubk7Rl6rdbkcul1Ps9x+FTlIsxcSs0zo8LQmaEr3QcrkcGIbB9vY2Jicn6/rfWa1W1Ym4FgoaaTdRLBaxurqK8fHxOgVif39fCGSJgiwmbnq38aY5SKCZEOtt7o0MGMRpkqSOh7QBsNls+Oijj6rWOw19qghMBU0/0Ot1OJ1OOJ3OqnREcd2n1HuAZF8Ui0Xh2RD3NUwmk3VE0IR+QM8OZqIOjRQ0juM032TsdjsKhQLC4TACgQAsFgtWVlYwMzOjyotIawWtnRRLOYgZgcVigcVi0awOTS6Cls/nwTAMtra2MDExgWvXrtU5yck9ZqtQswZtf38fmUwGh4eHOHHiBObn52G1WlEsFuF0OtHT01MVyHIch48//hi5XA5OpxOJREKoa3A6nXVqW29vr64CQ72RheMAGlIELRYLPB5PXSpWpVKB1+sFy7KwWq2IxWJgWbYqHay2wbCe1juBEVRArWMOuSBX7bgaaFT3SQ403njjDXg8HmQyGezu7iKbzeKxxx5DKpXCiRMnMDg4CJfLhWg0iqmpqa72gccffxy//OUvcefOHbjdbly7dg3f//73cerUqYY/85Of/AR//ud/Xvd5LpdT3OyLBtCxCk20DFKTUiqVNNssK5UKOI7Du+++i56eHpw4cQJTU1OqvoC0JmitpDjKScwILBaLoqmGzSCHQUmhUADDMNjc3MT4+DiuXr1al6NfO6YRUxyTySQ+/vhjpNNpOBwOLC4uYmlpCUBzEmO1WuF0OsHzPFZXV4XPy+VyVdpYJBJBJpMBx3FV9s8koFXa/lkKeicJR4HW+dNA0BrBZrMJhgonTpwQPifpYGS9i/tUkXQwMXkTqwpawCgKmlKtTdSEEa6DHGhwHIe5uTnhHcpxHIaGhvDmm2/i/fffxxtvvAG/34/Z2VkMDw9jfX296uv8+fMtK2y3bt3CV7/6VVy+fBnlchnf/va38clPfhIffPBB0zq4gYEBfPTRR1WfmeTsLkyCZjCQdA8tyEm5XMbm5iYCgQAqlQpmZmZw5swZzeobtFbQGo1/cHAAn8+HVCqFpaUlWYhZ7di0KWjFYhGBQADhcBijo6O4cuUKBgYGjvw5tR0VlR4znU7D6/Xi4OAAi4uL2NjYwNtvv91W8CZlEmK32zE0NFTV74bneeTzeYG4kX5W2WwWdrtdCGDFgazShz6mgqY+aCZogLTNfqN0MLLeCXkjqoLY7lx8WKGGIy1gDIJmhGsAjjbWoAU8z9epgVarFRsbG9jY2AAA/OM//iNWV1fx7LPP4sMPP8R7772H9957D7/+9a/xD//wD/ja176Gv/mbv2lpvBdeeKHq388++ywmJibw+uuv4+bNmw1/zmKxYGpqqoMrND5MgkYxGr1U1TYKKZVKCIfDCAaD8Hg8WF9fx9bWFjwej2Yvfq3s5puNT4hZOp3G4uIi7r33XkXqgmhS0IrFIoLBIEKhEEZGRnD//fe3lROvRYqjEjVomUwGPp8PsVisrvl4u+O16uJosVjgdrvhdrsxPj4ufF6pVKqaEBPH1VKpJDQhFgeySjYhpgU0E0vaCVqrjaobrXeO4+pqOUOhEAqFgmRacDPXvG6ugXZyY5QURyNdB4CWTEI8Hg/uu+8+3HfffVX/vZt3ayqVAoCqFHwpZDIZLC4uolKp4N5778Wjjz4qEMjjDpOgUY5Gp+VqELRisYhQKIRQKIT+/n5cuHABo6OjsFgs2N3d1a2CpQbEKiZpwk2I2cbGhqIns1r2Qmt13FKphGAwiGAwiKGhIVy+fLlK3WkVtKc4ZrNZ+P1+7OzsYGZmRrLRdru2+d3a7NtsNgwMDFQpmLVNiDOZDPb29oTaHznUB5pJAs2gnaDxPN9VQG21WiXtzkkT39q04EqlIpkm2elBBc/zpoujjkBTDVozkPij2bWkUqmm6lWnhwY8z+Ob3/wmbty4gfX19Ybfd8899+AnP/kJzp07h3Q6jaeeegrXr1/H22+/XZWyfFxB/yo0UQelFbRCoYBgMIhwOIyhoSFsbGxgZGSk6uWkdT82rQma3W5HJpPBf/7nf+Lw8BBLS0uKEzMCrQhaK2SpXC4LxGxgYAD33XffkSdszUCrSYjYBGVqakpoG9BovFrC1YyEKdEHrVkT4mw2K5A2sfogNmk4qpcVAc1KFM2gmaC1qqC1C4fDIZkWXCgUquo5yUGFxWKRPKg4KkuCrHlTQdMHjHIdhGg2ezZSqRROnz4t+9hf+9rX8M477+Dll19u+n1XrlzBlStXhH9fv34dFy9exA9+8AM8/fTTss+LNpgEjXJIBWNKEbR8Po9AIICtrS0MDw/j0qVLDTvQ2+12ZLNZ2efQKghBU/t0mOd5HBwcIBaLoVQqYWVlBRcvXlStlgHQp4JWLpcFR8++vj5sbGxUBfrdjElTimOxWATDMAiHwxgfH2/oTilGu4RQzUbVVqtVCEjFKJVKVWrb5uYmMpmM0MuqlrjpvQVAK6CV5BhBQVOL3FgsFrhcLrhcLoyNjQmfk4MKoriJ3VMdDoeke6q4JQpAP0EzggoIGEtBO+o6SIqjnPj617+OX//613jppZcwNzfX1s9arVZcvnwZXq9X1jnRCvpXoYk6yE3QcrmcQMzGxsZaqhPSg4IFqNcPjBAzn8+Hw8ND9Pf3w+VyYW1tTfGxa6FF2l+jcSuVCsLhMBiGgcfjqUqDlQNaEbR2xxSndA4PD+OBBx5oudZOqRo0JeFwODA8PFxn0kB6WWUyGSSTSWxtbQlBLGkRsrOzo1itj1LQ+n53A9oJmlIKWjsQH1RMTk4Kn5NehURti0ajyGQyKJfLQj0nSWnO5/Po7e3V/Fo6hVGUJ6NcR6lUaomgdZPBIgbP8/j617+O559/Hi+++CKWl5c7+h1vvfUWzp07J8ucaIdJ0CiH1GYuFznKZrNgGAaRSAQTExNHWp6LoXWKI9lglT4N43leqDHLZDJYWlrCxYsXsbW1JRTJqg09KGiVSgWbm5tgGAYulwvnz5/H2NiY7MGHVimOrQbktcphM9VZjvE6+X61IO5lNTExIXxOgtjNzU2kUilEIhGwLItKpVJnSqJVCwAjg3aCpqaC1i7sdjsGBwerDmNqmwuT98Qf/vAHABDaXtSmSer9b2QEYsPzvGqHukrjqNiH53mk02nZFLSvfvWr+Kd/+if86le/Qn9/P6LRKABgcHAQbrcbAPClL30Js7OzePzxxwEA3/3ud3HlyhWcOHEC6XQaTz/9NN566y388Ic/lGVOtIP+VWiiDg6Ho6v0wkwmA4ZhhOaFraRh1UJrBc1qtcJqtSo2B0LMfD4fWJbF0tIS7rvvPmFD1NJFUssatEqlglAoBIZh4HQ6sb6+jvHxccWCC70qaGKC6na7u1IO9ZziKAdIEHt4eIhKpYILFy7U1fqILdFtNltdmmRvb68hgiotoGeC0wr0oKC1g9p6TpZlcXBwgAcffBC5XE5Q3JLJJLa3t5HL5araXojTJPW05o3QbJvjuK5NZ/QCtVMcn3nmGQDAn/7pn1Z9/uyzz+LP/uzPAADhcLhqjSSTSXzlK19BNBrF4OAgNjY28NJLL+H++++XZU60Qz9PtwnZ0GmK4+HhIfx+P2KxGGZmZpoaFxwFtZwkj5qD3ERFiphdunSpbiPUkqBqQdA4jhOCCrfbjdOnT2NyclLxwElvJiEcx2F7ext+vx92u10WgmoUBe0oiO9Ro1qfSqVSZUoSi8UQCARQLBbhcrkkTUnUCt5pIglimAqatiAW+8QNtbe3t0phFre9YFkWsVgMDMOgVCoJa15M2jwej+r3gyhPtBObVqzpaUErCloqlZI1xfEovPjii1X/fuKJJ/DEE0/IMr4RQf8qPOaQerG2S9BSqRT8fj/i8Tjm5ubw4IMPCpJ0p9A6xRGQlyTxPI94PA6/39+UmBEcFwWN4zhEIhH4fD5UKhUMDAzg/vvvVy3g06Lnm9SYPM9jZ2cHPp8PAHDq1ClMTU3Jch+OC0EDjn7J22w2SUv02hYA8Xhc0lmPfMlt2kPr/QboJ2i0KWi1OKoHmlTbCwBVaZKZTAbhcBgsywpGPGLSpnRqMDmwop2glctlgSzTjnK53HSfS6fT4Diu7ZR7E+rBJGgGRKvkKJFIwO/3I5FIYG5uTrIHU6fQykVRag7dgBAzn8+HbDaL5eVlLCwsHHnCprWCViwWFR2DmDn4/X4AwMmTJ5HL5XB4eKjq31urFEdyAMLzPGKxGLxeL8rlMtbW1jAzMyPrC74RCW30bNFK0LpZN06nEyMjI1WnwRzHVZmSHBwcIBwO1zUgJl9aKA96AO0EjXYFrdPUQKk1T4x4CGlLp9PY2dlBNpuF3W6vI229vb2yHFYYhaAZQQUkKJfLTeO5ZDIJi8XSslmVCfVhEjTK0a6CRtwG/X4/UqkUFhYWcO7cOfT09Mg6L7vdrnnBbTckqVNiRmBUBU2sFPE8j7W1NUxPT8NqtSIYDGpmea9mkEkI097eHrxeLwqFAlZWVjA/P69IoGj0GjQx5Jy3OGVM7KwnbkCcyWSwtbUFlmXBcVyV8iBuAUAzgWkFNF+f0RW0diA24hkfHxc+r00NjsfjCAaDKBaLQr9CMWnr7e1ta05GaRVQLpcNQ9BKpVJT74BUKoWBgQHDXK8RYRI0A0Kq/osQDoZhcHh4iMXFRdx7772K9R8iREbLniKdELRuiRmB0Qgaz/PY3d2Fz+drqBRpcc1kfDV78ORyOcTjccTjcaysrGBhYUHRsY9TiqMaaNSAOJ/PCwFsOp1GJBJBLpeDw+GQNCWp/ZvTShJMBU1byEnQGqFRajDpV0gOLMSHFR6Pp05xc7lckmuFqIA0ryNAvbY8auCo2EuJHmgm5IUxVuIxRiMFjeM4YdPc29uD3+9HNpsVbOCVbpxstVphs9k0t9pvdXye57G3twefz4d8Po/l5WXMz893vFlrmeIpJ1GqTeFbWVnB3NycZEChRf81EiSrQdBSqRS8Xi8ODg7gdrtx9epVVV7mNPZB6wRaBncWiwVutxtut7tOeRCrbeI+VuIAtlQqoVAoUEl2aJyzGKaC1jka9SvM5/NV6544qBJVulZxM0pqoJEUtKMIWiqVwtDQENXPjtFhEjQDgpCv7e1tbG5uolAodE04OoHWTo6tKGhyEzMCNYmD1NjdEjTxfSEpfHNzc02vRSvDDgCKEsPDw0N4vV7s7+9jYWEBIyMjSCQSqj1LnShotEJvxFLKoEHcx4p8lUol3LlzB16vtyp4JV96PpWnnaAZQUHTEykQH1aIHVQ5jqtKkxTXdNrtdnAcV7X+pVRmveM4KWiJRMJU0HQOY6xEEwI4jhMaBPp8Pqyurh4ZWCsFrZ0cm9nsSxEzOVPVxCmeat/7boiSOMUzl8sJtVWtXIMWChoJLJUYl2VZ+Hw+7O7uCu6mLpcLm5ubqhKJ2ho0i8XSNKCmVUGjBbV9rIC7JH51dRVut1uyzqfWDp20ANADsaB9rWipQMkBWuZvtVqFtStGqVRCJBLB5uam4OrLsmydykz+V83WF+3CaApas0wpM8VR/zAJGuUQB6iRSAQMw4DnedjtdqE5rlbQulm13W5HoVCo+oyk7Pn9fuTz+bYISDsgQbSWDaPbQW1/N3Jf2jlN1Konmdzj5nI5+P1+RCIRTE9P17WdUPs6O1HQ1P47yAG9Bm2twmazSQawxWKxKl2M2KEDaGhKoiaMoKDRPH9aCFojOBwOuN1uuFwunDp1CgCERvPidb+3t1fX+kK89tVe91LQsmZeTvA833KKown9gv6VeMzB8zw2Nzfh9/thtVqxurqK6elp/P73v9fMpIJATymOYmImTvlU6rTMYrFoZhTS7rgHBwfwer3IZDJH9neTc1y5IBdhKhQKYBgGm5ubmJiYwPXr19Hb21v3fWoToONSgwbQq+Y0m7fT6YTT6ayr88lms0IAm0wmsbW1hXw+D6fTKWlKolQQbxIcbdGpzb6eUHsN4kbz4kPi2tYX4nVfa8ZDDi/UJExGqqUDmjfcTiaTZg80ncMkaJTDYrEgnU7j5MmTmJ6eFl607TarVgJ6UNBKpZLgPlgsFhUnZrXja3H9rRKlRCIBr9eLdDoti3mMFgqaHOMWi0UEAgGEw2GMjo7i6tWrdW5nteOpneJ4XAjacQFREXp7ezExMSF8Xi6Xq1SHSCSCTCYjuOrVqg5yNB+mnaDRPn/aCSbQOrFp1PpCvO5ZlkU0GgXLsiiVSkJ6cG2apBL3rFwuV2VL0AoSdzT7m6RSKczPz6s1JRMdwCRoBsC5c+fqAlQ9EDQta9B4nsfh4SFSqRQ++OADVYkZgdYKWqPAJZlMwuv1IplMYmlpCRsbG7K4etKmoJXLZQSDQQSDQQwODuLy5cstpXzQkOJII0xiefdQZ3BwsKp5rJSrXjQaFZoP1wav7aoOJsHRFnozCekE3SpPjdY9MeMha39/f19ID5Y6sOi2Z6GRFDS73d70XpgpjvqHSdAMCq0NOgBtFCTSr4vUmNlsNty8eVOTTVerNgPkWmsDr1QqBZ/Ph4ODAywsLODChQuy5v0T4qJ2wNcuYapUKgiHw2AYBr29vbh48SJGRkZa/nm1UxyPU6NqWqHkmm/kqiduAcCyLGKxGBiGQalUgtvtljQlaTRHWgma2k3qlQDHcdTXPSlBbKTMeIC7f3NxmqS4ZyE5sKhNlWz1/hqlBq2V6zBNQvQP+leiCcmXk9b1X2QO+XxelbHEjZRLpRJWVlbQ39+Pt99+W7MTsWYukkqCXC+pC0in0/D5fNjf38f8/DzW19fR09Oj2Lhqnwi3StA4jsPW1hb8fj96enpw/vx5jI2NtR3cqZ3ieFxq0GgOsrXAUS0ACHmLx+OCOUNtXVtfXx/VBIesc5oVtEqloguDjG6gpvJksVjg8Xjg8Xiq0oOlDiwCgYDgolprTOLxeOrWjZEUtGZZMTzPmwoaBTAJmkHhcDiQzWY1n4PSCpIUMSNtBUhDWa2gZYojcFcx29zcxN7eHubn53Hz5k1FiBkBedmp/ZI7iqARh1Ofzwe73Y7Tp09jcnKy46CUhhRHGgkaQK9JiF7QSHUQ97BiWRb7+/sIhUIoFAqwWCwIhULIZDJNg1c9gqwXWgkmQH+KJqAPFVDqwAJA3YFFIpEAy7KSdZ2lUskwBK0VBa2dzBET6sMkaAaA1MtJDzVoSqY48jyPaDQKv9+PcrksEDPxi44oWFqdEGuV4khy9N944w3Mzc3h5s2bcLlcio8rVtDURKO+b2SN+Hw+cBxXZ6TTzXimSYgJmtCsh9Uf/vAH9Pf3o1QqYWtrC5lMBjzP16WJyVHjIzfIXkMzwTECQdOzCuh0OjEyMlJFRkiaZG1dZy6Xw3vvvYf+/v46xU2OOm210ApBS6fTpoujzmESNINCLwRN7jm0QszE4wNHy/1KQe0UR5Zl4ff7EY1GYbVasbGxgfHxcdXGJ73ftCBo4jFJE3Kv14tisYi1tTXMzs7KFgTpoQbNiI2q9RT4dwIa5+9wOGCz2TA2NibsFbU1PqlUCtvb28jlcnA4HJKmJFqpDqaCpg/QlhooTpMUvyNv3bqFe+65BxzHgWVZxONxQWnu6emRTJPU43WXSqWmBK1QKCCXy5kETecwCZpBoQeTEDnnwPM8dnZ24Pf7UalUmhIzArJxakXQ1FLQstks/H4/dnZ2MDMzgxs3buDVV1/VJOVEi7ROMUHb39/Hxx9/jFwup1gTclpSHGmsLaKRWAL0zhuoNzhpVOMjZYVO0shJqpiYvLlcLsXXH3kOaVvnYpgETR/geR6VSgUDAwN1VvulUqkqTVLc/qLWkKe3t7epIY8aOEpBSyQSAGDWoOkcJkEzAPRsEtItQaklZqurqy2rIaRZtFZE1W63o1AoKPb7c7kc/IiaobgAACAASURBVH4/IpEIpqamqhor02Z53w1sNhtYlsWrr76KdDqN5eVlLC4uKkZQ9dCo+igFzYSJVtEqkW9khV4oFAS1jWVZ7O7uIpvNVqVVduKo1wo4jhOUe1ph2uzrA2RPl1qfDocDw8PDdc3mxe0viDEJWfuk31ttirAaOKqfWyqVgtvtVqX0wUTnMAmaQaGXFMdyudzRSX43xExqDlpAKZKUz+fh9/uxvb2NyclJXLt2ra62ROsebGohnU4jmUwKTcjl6unWDIQwqaVQdWKzD9DX34qmuUqB5vl3OneLxQKXywWXy1XVAoCkiBHitre3V+WoV0vaPB5PR3PgeZ569ckICpoRSGYrzZ3FaNT+otaQ5+DgAJubm8jn83A6nXWkTYkU4aOyhhKJBIaGhqjes44DTIJmADQyCeE4TtOTLbJBtJNiyHGcUGPGcRxWVla6qh/SyuoekD/FMZ/Pg2EYbG1tYWJiQpKYicfWSkFTY9xMJgOfz4dYLAa3243p6WmcPHlS8XGBPxoSqEnQxAoaabBdKBTQ399f57onJmi0gcY50w6iQskJq9WK/v5+9Pf3V31OHPXIl7jxsNiUhASuRykOSsxdbRiBoBlBQSNtabr9WzQy5BGnCBNTEpIiLJUm2emhBRmrmVJNLPZpf3aMDpOgGRSEEGlpG9tODRjHcYJixvM8VldXMTMz0/VmqaWCJhc5LBQKCAQCCIfDGB8fx9WrV+sCn1poqaApmf6XzWbh8/kQjUYxOzuLmzdvwu/3qxrgkJeaWoEVUew4jsPm5ib8fj/cbjc8Hg+2trYEy2hx4TpwNxhuluaiN9AcLNBOLNW691KOehzHVZmSJBKJKsWhNk1SfBhhBAWNEAOaYQSCVi6XFb2GRinC4kMLYkxC+hY2SpM86nk9iqAlk8mqeZjQJ0yCZgBIPaxWq1XT+ivg7rxILVyjQFEpYkZAc4pjsVgUiNnIyAgeeOCBljdVoylo4rTOqakp3LhxQyAiate9iYNDtVCpVPDb3/4WNpsN6+vrGB4eFgIKKdc9ALh9+zZ6enrqAly32019QGhCPmidCiuu15mcnBQ+L5VKVfU929vbgjEDMSUhB0KFQkF3LQBahVEUNCNcg9rGWs36FpI9nWVZJJNJbG1tIZ/Pw+FwSKZJiud+lItjMpk0DUIogEnQDAIppzc91aHVQmlidtT4aqBTglwsFhEMBhEKhTA8PIzLly+3vZkaRUErFotgGEZQD6XSOtVKqxSPByjf743necRiMXz00UeoVCpYW1vDzMwMLBZL1bqqdd3jOA4vvvgirly5UnU6u7m5iUwmA6A+nUwvfX5oVqJoJAeA9gStERwOB4aGhqr2PmLMIFbbKpUKfve738Fut0uakuhd2TEKQdP7fT4KSito7UB8aCEGSZMkBxexWAwMw6BUKgm1nb29vSgWiyiVSg3XFklxNKFvmATNwNCDk2Ot1T7HcYhEImAYBgCwsrKiCDEj0NrFsR3iUCqVBGI2ODiIS5cuddynRG3SIh5XDuJC7kUwGMTIyAiuXLmCgYGBhmOquc7VqPE6ODjARx99hFwuh7m5OQQCAczOzlZ9DynM/x+D/6fw2S9T/0uYn81mkwxws9ksWJbF4eEhDg4OEA6HhT4/JLAljVq7qYNoF3okCccBNJFisTHD+Pg4BgYG4PV6cfny5SPre8RfarQAaBW0G2xwHAee56m+BkAbBa1dSKVJAvW1nTzP4/333xcazvf29uJf/uVfsLKygosXLyKRSJg90CiAvlejia6gFwWNnOREIhH4/X5YLBasrq5ienpa8ZNDrRW0VkhSuVxGKBRCIBBAf38/Ll68WFWjoeTYcqPbccX3YmBgoCWSqkVfMqWs9lOpFLxeL5LJpNAugKS6AhDcIzmOwxfG/u+6nxeTtf8H/xvAXdImnjt5YYt7XJE+P+QrFAoJ5g21wW1fX59igQxNZEEMWucN6FdBawWkBs1ms2FgYKDqEKe2voe4SbIsKygUtWqb2ioyITc0K2hkH6SdoOlJQWsX4trOUqmEaDSKGzduCOs/nU7j97//PX76058iEonA7XYL79Vz584JX53UpT3++OP45S9/iTt37sDtduPatWv4/ve/j1OnTjX9ueeeew7f+c534Pf7sbq6isceewwPP/xwR9dvVJgEzSDQa4qjzWZDPB6Hz+eDxWLB2tqaKsSMQEsV8ShyWC6XEQ6HEQgE0Nvbi42NDYyMjMgSLNlsNhSLxa5/T7volCxVKhVsbm6CYRi43e627oUWvdfkHpNlWXi9XsRiMSwsLOD8+fOCg12pVBJIGcdx+O/9fyb9Syz/9Uzx1fMSkzYxxMRNqs9PrXnD/v4+gsGgpFU6qW2jNdA/zqCZoDVzcWxW30Ns0DOZDOLxuLCu1a7ZJHsIzQSNHMjRfA0AHQpaKyiXy0IPWHHq+69+9SsAdx2Q/+Iv/kJY288//zz+/u//HtFoFPPz8zh37hyeeuoprK2ttTTerVu38NWvfhWXL19GuVzGt7/9bXzyk5/EBx98UJeiSXD79m184QtfwKOPPoqHH34Yzz//PD7/+c/j5ZdfxgMPPCDbvaAd9K9GEw1Rm16oJjiOw/b2NhKJBKxWK06fPo2pqSnVN3G73Y5cLqfqmATEwKE2D7xSqQjEzO1248KFCxgdHZU1SKJFQSPrxO/3w+FwYH19HePj423dCy0ImtSBSCfI5/Pw+XyIRCKYmZnBzZs3GzYP/W+9X2owGavkvy3W6nvIi/8uFiv+x9D/Vferfpn8/4T/38i8oVaVIK5jtaoESZNsNeihlSQQ0Dx/WufeifrUyAa9VkUOh8OCikxMScRfcjQdNgpBs1gsVF8DQLeCJgZxcGz0TPf19eHw8BAPP/ww/vIv/1L4PB6P491338V7773XVvrjCy+8UPXvZ599FhMTE3j99ddx8+ZNyZ958skn8dBDD+GRRx4BADzyyCO4desWnnzySfzsZz9reWyjwyRoBoHUw6iFekQCboZhYLFYMDQ0hL6+PszMzKg6DwKtUxyBuxum0+msUolcLhfOnTuHsbExRYIjpe3uG6HV2jfSiNzn8wEATp06hampqY7uhRb1dt2SQpK2GAqFMDExgevXr9edNvI8j0qlgv9j5C8lf4elzWDCYpdO3xITNynSBlQTt0ZW6Y1UiXZqgGhOFaQVRlXQ2oWUilzrkCp20xM3HRa3AGgnyDcKQTMCsTGKgnaUgyMApNPpOpOQsbExfOITn8AnPvGJrsYnLsLNyjRu376Nb3zjG1WffepTn8KTTz7Z1dhGA/2r0URDOBwOZLNZVcYSKyE2mw0nTpzA9PQ0vF6vJql2BHogaCQn3O/3w+l04uzZs5iYmFA0KNLKHMVmszU9FOB5Hru7u/D5fCiXy4IzYTcBCk0pjuIau6GhIcnWCUR15XleMp2xjmiRlMZaJY18f03wRAgZUdgsVonXgMUKTvTciokb+bnnDv5f4bNGqkSzGqBa0qZVQ3k5QDOxpJmgKV2/VeuQSlDbdDgSiYBlWVQqFXg8njri1tPTI3mPSXYFrfcfMA5BI4YytOOoHmg8zyOZTHZd597od3/zm9/EjRs3sL6+3vD7otFoVVYGAExOTiIajco+J5phEjSDQGqDV6MGjeM4bG1tgWEY2Gw2nDx5EtPT08J81CSJUtCSoJHA59VXX4XD4cDp06cxOTmpystYbwoaz/OIx+Pwer0oFApYXV3F3NycLMGVVimO7YxZ22R6Y2Ojqi4GqDYA+e8D/1U3JiJdjRSzRsoYbP/1s5XqeVocTbZ97o9EwypO4RKlS/L/Rdz+ZwNlT0zcGqlt4uBWbBVtsVjw7rvvVqVI6slxz4igmaBpZVHfqOlwoVCoOpCIRqPIZrOw2+2SpiSmxb5+YBQF7SiCBihns/+1r30N77zzDl5++eUjv7d2z6F5H1IK9K9GEw2hZA1aLTFrlKKmtdW/FkqS2LESAObn57G6uqrq5qOnPmgHBwfwer3IZDJYWVnBwsKCrC90rRS0VlQTnucR+f/Ze/MgSbK7zvP7/AiPIyOzKiur6766utVXqav6kNSlltrEIWzFYitAQru2f+jYgZllQIYhgXZYEzNr7DDMLKytbJgRErCDVggWgbQaMaux5VoayViYMQmdSOrKo6oyq7PuvOL08OPtH+7P/b3nP4+IzIzMyMiKn1lZZXj48fyICP/49/f7/paXMTc3B9M0SfWUBDMpcsGMAq2Qp2AmIn6dmxIp74c8i668xWDGHIdeDwDuunjHoay75Gfvfzz52zAMVKtVVKtVaQgRwH/3u9/F5ORkAm7NZhOmaY5Ef6tRvLkQ1/Aojh3YWzd1jDEUi0UUi0XMzMwk04MgUNJ/5QcSjuMgCAIsLCyMrNnOqLcJELGfatC6uZGGYYiNjY2B2+y///3vxx//8R/ji1/8Ik6ePNl13qNHj2bUsjt37mRUtQc9xoC2T2K3FDQZzCzL6lk7NEwFS2x/t0BF3IwLMHv00UcxOzuLgwcP7voP7rAATVbQ1tfXceXKFayvr+Ps2bN47rnnduQJ5V5MceSc4+7du7hy5UqmybQ8TzcwM/KULstSoQoAyzuu3dQyIvIgjgcBWIk2LxHb5q02WLmsvhmrAxS0ASm4McZQKBRgGAbOnDmTvK/f3Mr9rSjjhrxUsnHQMeqANgoKlGmamQcSQJT+e/PmTVy/fh3tdjsx22GMJQ8h9lojeSqCINjz56CfeFAUtPX1dXDOB5biyDnH+9//fnzuc5/Dyy+/jHPnzvVc5vLly/izP/szpQ7tT//0T/HGN75xIGPaLzH6V+M4cmOQ6tVmwUwew7ABbae3Lwwv5ufnEYYhzp8/n9RVXbt2bSTcFAe53U6ng7/7u7/D/fv3cfr0aVy8eHEgjmd5sddcHFdWVnDlyhU0m02cP38ep06dUm5geoKZOFaaXT7kH934c8dyjquurvEgyIe4XnDX8dRlc6CPFR3Aoz9rZrkE7rqZ6T927oPg9YYy7cW7L6bLETe3or9VrVYjU8nkm9pqtbpp44atxKjWoI3quEUM0iRkt6NQKCRukE8++SSAbGsLqpG8DG7lcnnocLRfUhz3k4LWDdDW1taS79VBxE/91E/h93//9/H5z38e1Wo1UcampqaSmr53v/vdOHHiBH7lV34FAPAzP/MzeOmll/Cv/tW/wtvf/nZ8/vOfx5//+Z/3lRr5IMUY0PZxDEJBC4IgATPbtvH4449vqo5qmFb/QARoon/UoH/IdMOL8+fP48SJE8p2hmnWsduA1mg0cOPGDayvr+P06dN46aWX4HRJhxtUDKPejoLCjY0NXLlyRWkyLf9QipvhMAzx9ur7suvUYUvY5ReIJ+cEJCWph/r1Zttg+tP3PGWNAj7iyT136OW5dmNgtCWDIGtSeY81ImBjUnNh1Op418M/DwAIY3B75TefioZR9FF00u+zoq19txWAUsEDfABr8b84HDM6JjU3qwJutKLj9p++74PkPu3nGHUFbS+lOG4l9N+lvNYWnucpdZs3btxAo9FAGIbJ/HoLgN06LvsF0PaLguZ5Xm7/MSACtKmpqYHdD/3Gb/wGAOAtb3mLMv13fud38N73vhcAsLi4qGzvjW98I/7gD/4AH/7wh/GLv/iLOH/+PD796U+Pe6BpMfpX4zgA5Kc4hmG4pS9QHcy2anAx7Bo08YUrrO4HEZxz3LlzB3Nzc+h0Ol0NLx4EQGu1Wpifn8fy8jIOHjyIiYmJ5InwbsSwTUK6NZkWISzzuypm+jaKWbgVsCZb42dqwiyLBrCc7eiwxZ0skIUEkIVO9jvFL6rTgmL6lLZ90EBQZHCngKAEdA6E4AUOlNLPR0l7qlsudnAINQBApaC6wTqmjwm7g3agjq1o0p+3ghFg2kl7Ita96HgcKkUg+N9+7X8EAKy6qpPbRiuCur9+y8+T6xUxiqCwHwBt2ArSdqLfB4e2bePAgQOKsYNoASDAbWNjA8vLy2i1WrBtW6nX3Mm6zf0CaA+KgjZog5B+VPiXX345M+2d73wn3vnOdw5sHPsxxoC2j0PkrHue1/cXj+jVdfXqVRQKhW07D+6kgtVPCAvjQQCaqCuam5uD67o4d+4cTp061fXY7mYNnBxCVdrJJ8yu62J+fh43btzAkSNH8OKLL6LZbOKVV17Zke3lxbBq0DqdDr71rW91bTItwOxHDvwDAGrz6Nz0RGK6rqIx06SByyGmEQpcqEEYL2Z/CgJtWqDBl3sgfe2XGIICgx+XoAU2EJSB0AL8SvQDHkym4GSWfDAAphmiXFLBq+KorycKamrkhK2+XzR9lC26lYfF6OuiHdiYLLTJ9yZsF3XPQcijczVVaGPNLeG/+Nt/nswjoK3RcPD1H3o/uZ5RilEFtFGoQesW2zHYkFsAHD58OJkeBIGitlF1m7Litl2X1P0AaOJ7etT3A+gvxXFqampkP/MPUowBbZ8E9WEzDKNvBWfQYCZCQOIgFazNBGNs23VowmFubm4OrVYL586d69uJcJi1YMDOpG2IJsuLi4s4dOgQLl++nOSzu647ck2jNxudTgfNZhNXrlzBkSNH8MY3vjHT/yupMZvKKmZADoQR6aBkeqOurBHr4kUCyorqfGGpO4D5JQOhnd78euXouyC0IyCLpgE8Xo0fA1lQTs8Fl6DMLqVKumFwBcwmnGx9WlUHMwLC8sDMNrLXoBeaMGJgK1vZ7YXcQDuw4/fzVf9OaKJsd1Bzi6g4Hbz1//sX2PAd4G+/jFbDATP4yEDbWEEbbuwEYJqmicnJSUxKqcOiBYDe3qLZbCo9CWVw6/d3Yz+4OIrfrP2Q4tjLxXF1dXVHLPbHMfgY/atxHElQxgW96tB0MHvyyScH2kRZKFie5w0F0ICtQxLnPLGIbzQaCZht5kt8mCmOwGABzfd9XLt2DdeuXcPU1BRe//rXZ5osD9PyfqfrUeQm08Jt8PHHH1fmkZtMC9VMDhLCqFRGfb5+QA0UhFGgJitf6d+hzeCXs0AGAJ1JJi0TgRiARDHjJlfADJUAiBcplFWI0hUzHc6mNGWLgqU8MHOM6LMWQr0ODPDkPT3cMP18FE11W3U/OsZFK122CB8bHQdVJ6vATZaifXnDX/yvAIBWI1r+G//VT5PbHnaMOqCFYTjSN9W75YAotwCQ+y/KPQkbjQbu3buHa9euodPpoFgsZqCtVCplxrsfarfE/cGogyaw+ymO49i5GO1P1Th6Rl4N2E6DmYhBKFjbja1sX4BZrVbDuXPn8Pzzz2/pR2hYNXiMMTDGBqJmBUGAxcXFpFfPs88+m2vROwzFUNww7NSTXKrJ9NLSkmKAIjszbhXMWJGwsRfzyMe06IDLrpAkhKnT/LKlvU6X71TVYybAjJspgAFAZ1Ismz4ECiY0GC+LcXIUyup1v1kwA/qHMx2+DPTvTqgv64YWfB4dHx3YhMJWkBS6muegYKnrKBbM+H8f9ZaD5/70I+g04nNSs/HNd//Dvse3kzF2cRxuDDtFk+pJCERZAgLa6vU6FhcX0WhEtZoysFUqFXieh7LeXmPEwvd9GIYx0mqsiH4AbdA90MaxMzEGtH0U/Sho4mb76tWrKBaLeOqpp3D48OEd/ZHbC06O/W5/dXUVc3NzSe+uZ599dlv9Z0zTRLtN17rsZDDGlJ5kWwkBJgsLC3AcB08//TRmZma6Xivb3eZWYqcATbRPmJ2dzTSZfvXVVxOlTNQv/OjBH8+sY9tgJsI0wbX6Mh3M/An1/aCUD2UA0KnSapknZWsmfzMNzCo6mKWfLx3MhPNiGEbbEDVmQZhuf9JpJ1AEpHVmshImYEmeDwAKhg9Pm2bn1J51C1lJk2vXxPYEnAGRotb2o/mrdgqaNS86b5aRLm9b0efBngrQbtuAE+DSf/zX8GNgYy1zaMAmVOdRhZxxiuPORKFQwPT0tPIgjnOOZrOZQNvq6iqWlpbQbrexurqK1dXVjCnJXtw3KvaDCgggMYXrVYM2BrTRiNG/IsfRNQSg+b6fKGbFYhEXLlzYcTATsRecHHsB2traGubm5rC6uoqzZ8/i0qVLA2kMOqwUR7HtrcBSGIZYXl7G3NwcLMvalLpqmuaupBvKIQPaIEJuMu37Ph599NFMk2mhTsoGIHJQYGaUVHdAKkWRmsZLWtqilsYYyOoYY/DLWi2Z9NqrxOpYfN8kg5lfBmJfDPgSpMlgBmhwVvajheIFrZKXgBiQVc10A5BJIk1QNwEBskoWEIEZFSbjmRRHoLuqJsOZHn4YHT+LhQocymmP91tlZRtlu4Nm7BIp9rnhFlAspvuR7HnFw4U/iqyqzbqJr733J3bts7MfbOpHffyjklbHGEss/R966KFk+le+8hUcOHAAjuOg0WhgeXkZ9XodYRiSpiR7sZn8fnJwBLrX0omHz+PY+zEGtH0epmni7t27WFhY2HUwE7GXUxzX19cxNzeHlZWVXIv07W57GCYhwOYBjXOOW7duYXZ2FgDwmte8BseOHdvUtbLT6YZUiPEN4jjLTaYffvhhnD59mmwybRgGPvjsL2eWz0AYCFijwKyUVdEyYKYpZoGuoAkQM4SBh6SQVdJzyBngy4qZlJ3kq14nqmpWisEsRFRjJlaGCMyScQYGijGY+UE0BgEp4jUQ2ea7vvoTVLE7iTIFpBAkq1dABGf6tEpOXVoQjzEgoC3k+U/49fUDqrK21knPmSPBmtinsgSa9xsVGCw9lm7HgmlG6+q0bDA7+jt0DDz9f/4mAMCsGzBbDH/xnneiUqkM5IGRHqOe4jhW0IYfnHNUq1UF2jjnaLfbiSFJt2byO9kCoN/YLwqa7/tJ9kxejBW00YnRvyLHkYR8Iy0Us9u3b8OyrKGAmYi9mOK4sbGBubk53Lt3D6dPn8aFCxd2pKnyKChoQjGanZ2F53lkw+3NbBPYXetl8YO0HQVNbjJ99uxZnD17NrfJNOXMOCgw06EMAMJyj9TFivpaBrPOhPp57wvMuARmXHVlBABeDIEgXY9Z8hFK4FXsoZoB2Z5mFUo1s7KfmzzVzGAcLQKo8pbpEIqZgC8KzOQQ/dOoNEgggrV6JzrXHT+uRYubare9aN1Ogd4P+SgEsBBMAG/5wz8CANh1hv/9+1+v3NiWSqVtfaePFbThxn4AA+q7njGGUqmEUqmU2wKg0Wjg9u3bmJ+fh+d5KJVKGWjb7vXdb+wnBc2yrK7HbFyDNjox2t8M48iE7/tJjVm5XMaRI0cAQHm6tdsx7BRHGZJqtRrm5uZw9+5dnDp1iuxdNcgYtoLWDVo457h//z5mZ2fRarXw8MMP9+zr1isGnW64me1uRQ3YTJNpKpWRBDNdDaPAv59URg3M/LKmmFWytvgieoEZ49E/IK4z42K+9BiykCEoh2BSymJYTq9ls6RCRugbKJQ8+H46rqLjKSpZuRCDip/uS8nuoOmr+1a0/Mw0i4XoBOm6J+LaL1mZUsYTK2c6cOXN70s2+2J7cggwo0LMW/McpbauENef6aAGAOsN9drxXAvMSMcWWtE6/QMhjKYJd5rjvV/6zwAAuwb8yzech2EYSvrYZi3SRx3Qxgra8GMzTpR5LQB0U5K7d++i0Whkrm/x96DV5P0AykBvi33O+djFcYRi9K/IcSRx+/ZtfP3rX0e5XE4MHRYXF3Hv3r2hjmsvpDjW63V8/etfx+3bt3Hy5MkdBzMRw+qDJradd9xXV1dx5coV1Ov1LbUPyItBmJNsJTZ7nNvtNubn5/Hqq6/i+PHjePOb34ySBlvbBjMgC2dbSGXcDJgBKpyJfmUpgKlgxsLoX/JeDGORapbCAi9EMzE/Xl8pQOhLIFLyAFs9/sIcRISAMzlKfSpnVMPpuueQsJVnwQ/QylnR9EjVTFbF2n73z4YwBwEAMzYI0UGt7hbgSfBqxfAmgNZ2ov323GhbRjF6P2ybSc1gaEX76x4EPvjt+Wi5WvTv3/zY84pFerVaRaVSQbVa7dqQeJQBbdQVtP0CaNt5qMcYg+M4cBwn0wKg2WwmKZL379/H9evX4bouHMfJPJSgWgD0G/tNQesW6+vruS7M49hbMQa0fRSVSiXjtDfs9EIxhlarNZRtNxoN3L17FxsbGzh58iR5I76TMewUR13JWl9fx+zsbGKGsl2XSiqG0QuNMdbXNkWT7evXr+Ohhx7q2mSa6mW2k2AW9Exl7A5mos6McdX8I5pXbFSsSwUzABCZgH6Fg0kpjGFJA1/tdSGuP/M7MWgUoxW5nlRLVvDQ8tT9cawAjY56nAqWD6+T7me14JJwBtBKWMgZ6l5WnSyY+fC+5qbnVIdDXTXTx1IjtiXCNELUXQeBpEAKR0cACawJUGvWiGukE51jXgzA2iaCUrTPZoslsBY4DIED/OR/+DIAoFADPvdPfjS5sb13716iRug3taMOOGMFbfixU+ns8vUqh+d5Sm3b0tIS6vU6OOekmtxPTfl+UdA8z+u6H5xzrK2tjRW0EYnRvyLHkcTk5GQGPno1qt6NGIaC1mw2MT8/j5s3b2JychIHDx7EhQsXdnUMwPBTHMW26/U6Zmdncffu3R0xQ8nb7m5FLyiUm0xPTU3hDW94Q6bJdrdeZrsJZqKRNItTNkWNWaJ8lXPALExfp/Oq2/YrEYglMFZO/47eV6EnLAWAJ/dcU1+bRT8BMyCFMzmKhHLmWNnrQ+8lBgAtL/vwgElgNllILe5FSqMePjfgS2qf3FtNV8bk17qdvz6t5ec/2Ki7sqImGa0QsFavR9eWaafXbxAfYxYrl7xjgBfTYxbAhOmm/eoAoDMFWE2gcQz4L//t/wUggrXCRog/+eiPo9lsolaroV6v486dO1hYWIDneWCM4Zvf/KZyU5untu21GHXAHHVAE9+Xu6k+2baNgwcPKnVUnHO0Wq0E2tbX1/Hqq6+i1WrBtu0MtJXLZWXMD4qC1mw20el0xgraiMQY0PZ55ky5yQAAIABJREFUDLv+a7fH0Gq1MD8/j+XlZRw9ehQvvvgiNjY2cP369V3Zvh5CxRrGD7HowfaNb3wDt27dwokTJ3YltXNYKY4UoFFNpuU0GqB3k2kdzvoCMyCqM5Pq4hIwE4YjMZgxaZ5cA5AwhrWyqYAYgMxrAGBBXGsmnYZAhzEJ3oJCtH7miXEIwtPgTApTg7FBwxmlnDFNNduIFTguwVlVgjYKskRtm4AxvRm2XvsGqApcXVP9TEOrVXO7qWrR+OtNCeDi4xFI6Y8C1gLPANpm6j/ZSfcncDhMlymqmjinYbwL7WnALxp48//071CocVgtjj/7WNRzjXOOe/fu4bvf/S4mJycTcGs2mzBNU0mP3AtOe1TsBwVtrx3TzYT4zh32PjDGUC6XUS6XlXp73/eTurZ6vY6bN2+iXq8jCALFlKTRaKBarY58TWY/TaoBjBW0EYkxoO3z2AsK2m6kWbbbbSwsLODGjRuZ1LVmszm0NEPxZbmZQupBRLvdxvr6OhqNBo4dO4Y3velNKJfLvRccQPQyJ9mJ0BW0bk2m5Xl2DMykIJ0ZS7YCb4llflIrFt/wSGAmh19ikPnFKzMFxmTlLCgDzI/+AZGKBqTw5pdU6Am017wUgHUMMAkOUAwQSsqZUQjgtdWfE8sJ0HLVfbetAH5gZqZ1tGkCemTY0uEsGZ+mnNVigBJwJq8DyKpmFJDp0QlMNDoObCJVUq41oxQ/ORrtGMpjUOOSoiaDWtCWjocdpqAcK2oC1AInhjMJ1AprLFHVgFRhCwoMnSrD9/zsbwEAnHWOwrqPf/LBSzhz5kwyfxiGyk2t7LQn+lrJ/4bZ12qsoA03xIO4vboPlmVhampKyZbgnMN1XSVNslarYW1tDTdv3sykSVYqlZFJf+wFaGtraztisjKOnYnRuOrG0VdQP1S2bSfd5Yf1lGsnUxxd18XCwgKWlpZw+PBhXL58GdVqVZln2HVgQPRDthtfivLxKJVKOHr0KJ5++ukd364cw6hBE9vsp8n0ZsEMiC3zQwkQBITJzpED6GUWiPTGpD4sTnWLt+1VtPTGsqqaJfVkCXylYAakcJa8LnGYHblZNYfhSfVnxVAFMwAoqpBiFLLQYjnZaTahnFHTZEVKwJbeZHrCiaBLhzMRsnJWkxQv28hXdtsZJ8n0wZaolfMkkBSwVnezAC6nNQIpmOkhg1qnKW3f4IAEbxDpjxKosbYBo6Puv9mO6tGS166qlAKAe4DBagLNwwx+ycY//b2/R+Fj3wQAlG808Jn/9wOoVqvK96hw2hMpknulr9WoK2i7/eBu0LHXAY0KxhiKxSKKxSJmZmYAAF/96ldx+PBhTE1NJdf3nTt3cPXq1cR0hzIl2WsPB3zf75ohs7a2hqmpqT037nHQMQa0fR4CCjzPGyqgDVrFc10XV69exdLSEg4dOoQXXnhBse7Vtz+sOjDharjTgOh5XmJ+MT09jRdeeAF37twZijnLsGrQarUaFhcXuzaZBvJ7mYm+ZVyCSwrWMhb5BKxl0hmL8WuJW4OypaloWnqjVGvGQqGSpfN7ZUNRzfQbcWEMYnjp+4ZkcBiUkIEzOcKiBtnF7DkVcBa66diZHcBrqftSrqoqFtAbzpJtIKuc1V0HodZ4WihlVFojAHR8Cx3tJ68SL6PDmTxNVsjk8AITDbcAi1TVYov/Th/qXAxmzOCKogYBeWJaM/3+FiYuYSE9NkaHISjGilo7duOML03TReIEabYBYWYZxJdl65ABu8Gx8cgEfvDdHwcAFNY9WKttfOaLP6c47YmbWkDtayWgTaSQUWpboVAY6M3hqCtQoz5+8eB31G/4fd9HoVDIPJgAkLQAkN0kG40GAJCmJMNUp/pR0MaANjoxBrR9FNSHzjCMoSpIQJriOIj8buHCt7i4iOnpabz+9a/PmD3oIRS8YeWX7yQgyuYXk5OTeP7555Pi6fv37w8FTHdbQdvY2ECtVsPq6ioefvjhTJNpoLtlfqahNDYJZvJ2qHTGYo4JSKyKCTBjWjpjUlumOTLqJiFhvPrE+CN+gCqDmR6BtnuhCRiurJxxGG66ndAJgbb2gMcJFTADIjjTw7BDtNvqTYtphvA8dX2GpDpVSnGPMwLOAGTgDIiUMhmmhMoGRHBGRaPjwI1rv/Q2AE0CruT6uUasnImUTR3UWpJqxozsfiiKmTafAmpu9sEaN+OaQdltM4Y1e129PswYyoNiBGeB8oA9exy9CoPd4PCLBRRKJn7ov/kN2LXo2FhrLfzRX/8P6bpz+lrJKWS1Wg03b95Es9kkDRsqlcqWIWXUa4b2C6CNenTbj0KhgOnpacVYIwxDxZRkZWUFi4uLcF0XhUKBNCXZjfPcy8VxbW1t3KR6hGIMaPssGGOZhr3DNgqxLGvbbk+e5+HatWu4du0aDh48iNe97nV9F7oOYvvbiZ1QlIIgwNLSEhYWFnLNL4bVg223tis3mS4Wizh9+jQeeeQRZZ6BgJmjqmEAehqAAAAvqiYgukJGTZNrzVjA4ZcMxdjDKzMYPpfm1+z0teyWjGomUiC9/GXCoqakOQRsE9Py4EwP0yRUMj0lsEUbbVRLbRLOgKzSJcw6hJ19xcn2R3MlYw4BZOWCR8KZPL9eR6dP0+FTBi69Vo/ekKhBlPZVXmV8qLnJYbaMtD8dUoMQcY6FSmZ2VDgz20j4zGwDoRm3ZmlyhJZQ4EStmwO7ESAoVfGOH/hItP5GBMBstYY//PY/T9ZLpZABqdom0iSXl5dRr9cRhmFGbatWq325zI464Iy6Sch+AbR++ofJIRpoVyoVHDlyJJnueZ6iKN+4cQONRgNhGCbz76Si3I9JSK8H2uPYOzEGtAcghm0UIr4wtpJm6Xkerl+/jmvXrmFqakpRiDa7/WFZ6Q5SwQzDEDdu3MD8/DwKhQIuXLiAw4cP56qn+1FBo5pMX7lyJZPOuBkwY0XhBhhm5xPQxVhX1UykHyZ1ZtIxCIu2kp4YlDXVrGQq64im5debAUBoMxW0SppLY5GGMzn6gTOjrSt2IdDSboptDq6rVHaIwDdgltJB9QNn3aLWytZXVEpufhqiBGANqVaMSksUsVpPD5SjqWqU6YkclFIoR6eVvp9reiKnh+ppjmJyXBcoUlx53BMtD9SstrSslG0aFLLgpqpq2ePqVUqwGwEwGR0Lu+LgHT/wERgb0UbYei3a/uoaPnPr3ybL5alt7XY7uaHd2NjA8vIyWq0WCoVCxklSVyLGCtpwY9QBU8SgQNO2bRw4cEB5eExd47KiTJmSbHUs/aQ4jhW00YkxoO2zoBS0YQPaVtIsReretWvXMDExgWeffXbLvTsMwwBjDL7vw6Fc93Y4BpHiyDnH8vIy5ubmYBgGHn/8cRw9erTrzcmwau92SkHzPA8LCwtYXFzEzMyM4tQpm4TkNZkGusNZ1/nEa8UoRAUzIGsCEhazSoyAMxECzgCA+RxBDGZCKRMpjQp8lXIaUYvXOscYsWKiLWPKN+sOYLSlG3yH03Cmh02AhtzTSwCHwRFAvfHQU/+c8ua/p2pNdWfLxYhKZTiTw/NN5b2SpKy5mnImXjsFLwNn+jYCP3ujHQSxAtUh0hRjgxMBarzV5ec4Pk5GQ1Pm4pc6qAGAXVdhTcB8GF/KAtRkhS1aWfSf1eaKG6RQ1QAgLEh2/8XYqbY4AaveAS9HSr5RKeNdz/8ysBED29oGAOAzdz6aLMsYQ6lUQqlUwuHDh5Ppuj26rkTIjbaHmb6/nRDfVaMMaKNucgKkD/N2yqkx7xrPq9/0fR/lcjkDbv30JuxHQRtb7I9OjAHtAYhhAxrQv5Oj7/tYXFzE1atXUalUcOnSJUxPT2/7KekwmmWL2A6wcM5x+/ZtzM7OIgxDnD9/HsePH+/rR3GYCtogt6s3mabqDsU2c1WzQjYFkRHQxUQ6o6wAFh1AUtYg1hVItv4lAtaKFpg0j3BsZHKKYslUXgcZ1Ux9LYOZ2eHJa7MjzwOY0sc90FhThzlqntDJQtdW4CwJQiWj6rLcpk2VRcEp0d9fVHPqZrugwFKxmC5LQZsMXkaOqlWrpQfN0lwr9ZRFw1L3P2gTipgUvGHnvpcsJhTLHEVNgJQlQ1k8TRhX6qmPoQOYLXUakKpqfjFdl9XmSTqt1eTw4uvU9LgCa6Ej7WvZSf436i0YE5GF6LseTWvYwlhtA1Rwy7NHl+t+1tbWAABf/vKXh1r3s9UQWQZ7eYy9Yj+kOIrfqt3ejzxFWTclEb0JRVqlfp3LrXzCMOxqUrK2toaHH354x/dtHIOJMaDts8iz2h/2U8ZedXBBECRgViqV8PTTT2NmZmZg6SvDBLStbFs0kZ2dnYXrujh//jxOnjy5qR/zYdWgDSrFUU7nLBaLXZtMm6aJn3vuX2TWwYg6FlJFc4h6F0JZA7G+jJV+kao1U380ZdUset+A4XO1vqxowOzIMMcyr/XQ4atfOJNT4IJC1PRYjrAQ1TrJwW0O+Np8JqIeXRXpeu8TzqI3iGk8BjcpnLJHwhmQVbLktEPToq9LX1O4Ck46/o5mhCLmtYjebwAQxts3rFCFMyAFK7H/TSv/PUhgpocGalZTLCvWJa1WAjVTMnWVoaxb3ZrpcohDbbkcXN4lL9ujT4Q8W1gpwNyIN16aBqtHF5xRLgOxI967HvlQNO/6RrLcZ+5+LPlbb0YcBAH+6q/+CpcvX1ZMSW7cuIF6vQ5g77nsyTEGtL0R4jdyL/Q6k91S5d+6MAzRbDaTa/zevXu4du2a0gKgFNdPu64Ly7LI62p9fX2c4jhCMfwrchw7HsM2CRFjoCAlCALcuHEDCwsLcByna03Vdrc/LKv9zYLS/fv3MTs7i0ajkdjFb+VHcBgNo8V2O52sIUO/ITeZNgwDTz755KabTJNgRqpohAEIoZCRVvpCLZDOLS8W1Foz4dAoK2lFSwExAWci/GL2hzWb0qgpKMJCXUpZ9B2t3qiYTXMMCTjTQ7ZyT7ZHKGehfIk24mNjESDGeOLNyMrSd0IOnFHRrqsDLVSi7zcqzTAZn2cg9NL37bg2ToczIAtlVHRqsWpKKIZhy0oYiXofdZH2SQ00OhCyq2Ze6CCdhAZqVsxG3EzTIUOJUxJVzY6uIVVREyoth+9IqprLleuwsB7kpkECAKukTwuUdyaKYBuN9L1SEWhEA37Xwz8fratWk5fAZ+5+LEnlt20bpVIpU/cjq22rq6uJy57jOKTattu1bGNA2xvh+35SBrFXwzCM5FqVo9PpJGmSQlH+yle+AiB6OAEAf/Inf4KLFy/iueeeG6c4jliMAe0BCNu20Ww2hz4GGdB0swvqJnyQMewUx362vba2htnZWayvr+Ps2bN4/vnnt/VUb1jtFbYKhqLJ9OzsLDzPwyOPPIITJ07kgtkPT2Z7mRkCrkL1zp6sMyvYEXDJ1xzlHKcty53sOeHF7HK6Q2NAKmux2tIRZiEGDE8du19iyjS/yJL5o/USSpq2uwHRuzTU5xkUnInIgTNlXUJB0nZBATd9+2F2fzsNW0n7k41JAChgJsJrWeC+AYNoqg0AoQZuckPuULK+59K6mR0i1GrJxPsJqDXlwi6xcmk7umpGqI1m01DgVRYTxSHWYTyZV6tbA9I0SNHUnII3AWpOjXDmdDkC6cGC2Q4VldiueQht6Tg5mopVUR1skt2JP8eMq9v8sXMfBK9HUPdR/CGA7mqbCM/zlPSxxcXFofW0CsMw6ZM5qrEfAG0n6892OgqFAgqFAg4ePIjJyUmsr6/jxRdfTB5OzM3N4W/+5m/wyU9+Erdu3UK1WsWv//qv47vf/S6efvppvPa1r8UTTzyxpdr8L37xi/jVX/1VfOUrX8HNmzfxuc99Dj/8wz+cO//LL7+M7/me78lM/853voPHH39809t/EGI0r8px5EZeiuNeUNA8z0MYhnj11VcxPz8Py7LwxBNP4MiRIzv+9GrYKY7dFLRarYYrV65gZWUFZ86cwcWLF/uymO4VApR22+lsKymOKysruHLlChqNBs6fP9+1yfTbq+/LbjPneOWCmRycp2AmK2lUPVpBdWMEgNCxAV+qR4tBzPA01Ux5Hd3UGErKYn69WTJNg7F+4czSbtajNEZ1GtMu0dAGDD2F0QbgaX3ZqsS5puAsL4hLkzezP02s5JNwFg1MOy4SJLGctEYeq20ybAlY0+FMmdZl1/iGDQYaYrlnwGgZipFHuvJ4+y5xsy6lPppN6X2xy9rqjGxPcBrK4p8EQ5om0heZ9FUpVDUzfkggQA1AknIbSMqaXQ/BTWkeN1QeVpgtP/PwwvTVc8RC9YkCq5QSVS35jGoPYX7szAcQ1hvQ47P3P56OzbZx8OBBJc2rW08rkT4m/yuVSgP5Ph11gxBgf7g4DsvdedAhDEL0hxNf+MIXAESZOW9961vxvd/7vWg0Gvj4xz+Ob3zjG2i1WnjsscfwzDPP4JOf/GTf13aj0cDFixfxvve9D+94xzv6Hucrr7yi1N3JxinjUGMMaA9A7IUaNNM0sbq6iqWlJTDG8JrXvAbHjh3bNXAYZrPuvJQ/8YTrzp07OHXqFC5cuDBQl0nTNBPFaTcBbTMpnRsbG5idncXKygrOnTtHqobCZYtSzAAazhIIk+CKUeoaMR9KhNykQx1iMNOCUypZUVfSiB5akukCAPgOg+lybTkDlpzCWER2Hocp8+j1ZUCeUqa9JoQDcprFM2l23ATQIa43BoTlIDOt3+AtSwWxUu/PM/eNBMQAwCj6yXQqQtdMe5AViWs406xbmqcluXHGECtATVbFhBW+DGqZ+j5ieFbdoN8Tvcw04BaqmixacjOajxE1akAKa9xK02UFrAW2BF0SrAlIEw8bdIATvdQAwK774Ja6A0Y7yLifAgCTP7utTkbJVi6dGNqos/qOQ/8oM02Gtm49reRm2/fu3UOj0QBjLANtsllDv7EfAC0Igj1T07fVGGUFTY5eDo7T09O4desW3v3ud+PSpUsAot/WxcVFfOMb38Di4uKm7hPe9ra34W1ve9umx/nQQw+N0yz7jNG/KsehxF5T0EQ90e3btwEATzzxBI4dO7brP0zDVtDkbbdaLczNzeHmzZtJH68S1SB5myGeCu62FXI/Clqj0cDc3Bxu376N06dP47WvfW1GNdwSmNn0VxpVk0ZBFwq2UlMWTSuo9WiI0hyZXHvmCIdGqfeZQyhpJROGn1XSTDmF0dFVMqImjWDIQF+OYP1Bw1nfIUQgOb1PGm4G3KjQ1TOhkolFtXVQEBa2LTABj9Q2JTUtgTEBajqcyfPnXO7MYzDatGrG/PybIQFQ3JAMQIj3ROhwJkdi8CFlucvLyrAmYKyXqkapiKEEZgLWlDG6HIGjHkPTDRAWTeWhidn2wR0TXGrJoJxJLtIeiWOaHVbf0Ab0p7b1MmsQjbYrlUpXtW0738t/duclAMBRa12ZfsjI5rVWu2zCjsd2V/soLPlTeOPMf+o5jiAIUCwSX0YjFPtJQesGy77vo16vK9czYwxnzpzBmTNndmOIAIBnnnkG7XYbTz75JD784Q+TaY/jiGIMaA9ADMMkhHOOW7duYW5uDmEYYnp6GoZh4MSJE7s6DhHDrkELggDtdhsLCwu4ceMGjhw5ghdffDEp5N2p7QK7/5Szm4ImN5k+duwYCadyL7OudWZSZMBM3LzFEKY0oLYJ1UxMEyBmGrRjI1V/RihpoTZfUMreAJBKWg84M10Ov8gUMxAggjFZTQsKLGsIUiDUNFu9uQ9twNQ+JtxSTSP8cj6cceo+h7o/1aYl4CatNqxI11BeaqN8mUnwx4naOQApnGnzoxyocCZH20wMO6j2A7KZR6ilNoo+cpRqBhDKmfZ+YptP3GSzMKozyzGzTNchzm9OSiQ3IrWsl6rGQvqYCmVNPGQwPCR1nVEz9WjF8gMEqxlNC3U1rRNkFGez6WfUaqPdybinyrvYa5pZLoE3s1Tbj9qWZ9Yg17YJtU2eX25EbFlWTwXt/3j17QCAx5ybyvSjVg2PSrt+XLlso/VNsAJcnv29sxl9jU9YQJ2nWR6HzXW0a4/jVpAevSU/Uj3ePPM3ybRxDdreCc/zevZAAzA0F8djx47hN3/zN/Hcc8/BdV387u/+Lr7v+74PL7/8Ml566aWhjGmvx+hfleNQYtgKmujbNTc3B9/3cf78eZw4cQJLS0u4d+/eroyBCsuyhmaUwjlHrVbDl770JczMzODy5cuoVqs7vl1RgL7b7pWUgtatybSIngYgAsI0wwBYFri2PUYAKTUNQApncpgmoaTZikIGEPVnsULAfMlQwrFgdLTeWEUzO81RbfUDx8ikMGZq0EiVLPsdoKtkQARnyjzEYeDEL4TVVJsWJ/MS95r+xCZUNr2WqkFAW1k6ZjmXNQsYmJR2GZaiZRiVdim2tR7tfFjMSmEygOmgpjstGp4Ak2yTbyAFNcOjx5K8r2dEy8PSmo6LFEYd1Kw8VU0CNRn0xflj2iFgxHOtUG7t5qsKcKbfmp02XhdupaGjgZkbbZTb+vRYYdN3gW/igVOpEKVI6usgfivNShm8If1OGEwxJBEhG5IAkVnD9PQ0pqenk2lCbavVamg0Grhz5w4WFhbgeR5KpRIKhQJ838f/vPDfoRw3MjxduA8AKBoeLhbvK9s4aqm/X9ME3E2w9IPusPQk2Yy+1XN5el8gLwtEwHbU5GjH37cHCvdxN7Axu/oUAGDJnwaOATPep8l1j0rsJwWtG6Ctra3Btu0dfSjcLR577DE89thjyevLly9jaWkJv/ZrvzYGtJwYA9oDELZtIwzDHc1555zjzp07mJubQ6fTwcMPP4xTp04l2xt2HdwwbPZ938fVq1dx9epVMMbIBss7HcPohSZvMwgCXL9+HQsLC7lNpvsGMz2IH6MMhMWKGCvYqmIGpGCmKGnEtvqtP3OyP/K6kgZklbPAyX4mqWk7CWebiZA4RBScgQFWg65F8yu6jJOzMR3aYpMMFgBBOQtTLMhuz2gZCRAFFIBJLowyVIXFMNfq3lo3k3nI9zfSc6w7YVoyPBLHUoYvshatSb/Xy71R2YYAM0JVE4oaoMIaN9Jxs5ArzdHD2BTECFRQS4xIBJhpYG/4HAi4NF2ocbHC5piZ9FHDCzImI0BUy0a5qQI5VvaVIlgz3lFTqhGcKKeGJGJauQy00gPbzf5f3qautv3Dv/8giqaHM6UVAIBjeLhUUEHslLU9MJMjD8xEOCz7ReByDy73YcdqnM2i/2vcx2FTftAb7UPDeitmVyNgm3WP4B+d/EzXbe612C8KWq8Ux7W1NRw4cGBP1T2+8MIL+NSnPjXsYezZGP2rchw9Q3xoPc8bqAkFoDZUbrfbCZjpT6SG3YttN1Mcfd9Pmm5PTEzgNa95DRYXF3cdzoDhAJphGMkx6KfJdB6YATlwJq4trQaFWVYGwigXR1IxA1Q4E8fMtgFfq21yLDDtWuIFC8xT5wsdG0yqPwsd4dwo1aA5RkZJCx0Dpq6uFQxYbVldY6T5hzwPEKWf6fVJYQGwdMdGK1JClH0yAXSilEZ5Pj3y4IwMUQ8lg5s0ZAXc8npZx2NXHA1Bpx8CqlplSgAWFEMFzvTIgzAZ4sTf8jy6Tb4RK3dhgStwBqjHPLSycKXUonV5T4RyrolzoKfG6vPq26dq1YRaRjlDyqCmNMLWwExc39wAIIOfJ0Aue17E5yS0TbqwLBkzteOMfq8SgY3R9uJ9ineqmqZdG434oFVj5cEywBpxo+0pKROiVleabV/9vcdx/MA6HMvH8fI6HMPH05MpfJ3ZJJgB/cNZLzDLC6GoyeqbSJWsMgu1+O9aaKAonfhbwQSqRgvPlq7h3996KwDgqvsQfvbM721pHLsZ+0lB61bLvra2NpR7kG7x1a9+FceOHRv2MPZsjAFtnwWVtmEYBkzTHCigcc6ThsrNZrNnQ+Vh1oDt1vbDMMTS0lICJRcvXsShQ4ewsbGBhYWFHd12Xuw2oHHOsbKyAtd1cf369Z5NpvPAjMXXEZfqXnINQCglLacfGiwidZGqPyMgjqw/K2SnUepaSKhrlEqmp34Fhew8uhlINF9mkuK6l6yfMgmhoEsarrhPDM2shbtec+aX0RPOukUCbvFp05U2vRWACMNnSksAv9K7zYMtqVxBSasdk9MaiVTFzPbbRgI/1LkAgMKGSH/Mvme2kFhiUO/bcYYdVeMnwCljry/tktlH33jThXqOdPUyoAFYHpOcoqvvh5yuSyppAHh8zcpbMjocnNGfF3lslKomgNEvW/EYpAcm8uejmg5WbrBttQJgKjqhgZJ+mYJZ6BhYenuAysEKbCvAkYkagMP43okryTxnSip8yXDmcROn7PvwJFOUo2YdnpSzOh33wvO09O6qYcPXcn0tmPC0+rNewCanOurhMEupT4u2m46jFho4ataV9+8HE3ii9Cp++8Y7MGNt7GlYC4Jg4A+uhxH9pDgeOHBgYI7OwoVaxNWrV/G1r30N09PTOH36NH7hF34Br776Kj75yU8CAD7ykY/g7NmzeOqpp9DpdPCpT30Kn/3sZ/HZz352IOPZjzEGtH0YjLGkb5SIQSpY9+/fx9zcHOr1Os6dO4fTp0/3TBEYdorjTtrsh2GI5eVlzM3NwbIsPPXUUwqUDEPFErFb25abTLuuC8Mw8OKLL2Z6mYl/VC8zIAWzzHQCzliOkgbLAo/3OZnHynlCmld/lkmHtDL1Z7xATzN0Ja1gwuhkp8k3iwDgTWrGInsAzpL5iGnUfFYTJIj5eWUP1D2/NE1PkQyKhEkH4YZoNYQ5BxCUiWW0ejTRKiAo8dy0RlNrX5D3noAh+bzI6ldamyW2rY1Ne1+uJROAqkCRbq+vXTaKarYFVQ1QwUtX1WQVUFeoWMjT5temBmVBPrABSPoNUte8vB3T48q6qXUB0WfCm9DTi4nPk3Ru/ZKVnMdO7AzeORgCB6KTPHUwenpxyAiqlOn4AAAgAElEQVRxtBKlO56qrCrrE3DmhRbOOFEdthefwFO2Cm4AMrAzTTQqrxp0FoAF+ntOBzYggrZuYAYgA2bFON2xLYFiO96XtTBVbw6ZddwPJnAyBtGq2cZv33gHFt2oRu+Xzv9W1+3uZuwnBa2fFMdBxZe//GXFgfEDH/gAAOA973kPPvGJT+DmzZtYXFxM3u90Ovi5n/s5vPrqqyiVSnjqqafwhS98AT/4gz84sDHttxgD2gMSgzAKWVlZwdzcHDY2NnDu3Dk899xzfeduCwVrt3ty6dsfZIgWAuIpUl5vNwFJw9j33QC01dVVXLlyBfV6HefPn8fMzAz++q//OoEz8bAgCAL8cPW96YJMqvvIAzMxXVbCzJwn6cS1yIMggjsduMS88rGxrew6clQ7SjnTp4UFoiaNmCaUAUN+ul8wMgAXOTNqTbILRKqjzWDpzbRtwNBTHS2mpKEB6Y2/L2XK9AtnAHJt9IhsLYCr6ZPdQqhEuuU8BZ3JMvHH3ZSWCco8A2dy2OvSvJJ7uA4xiVrm5AOOADXddEOE4UVwRSlmAGDH5U2UUQsLYgfHHHdHeRtKbEJVMyTjD9mARNS6CTDLteyPP7Py+JUG2Gb2PMjQxrX3M4AXq26BzUgoC4l6zGwTd9mBU73uO3E2mHcg+o4wYygzAByYSk1DBJgBKZz53MTpYlSj5cVPQQScJfPa91GToOaoGbns1aSLetp0UdP4rMqAWpj9LY9qxaKx5tWkyVEP1S8O2eFRBzM9isxQHB4B4ED8BSNA7VAMmjKoiRCwdq1xCJ98+l/2HOtOxn6qQevl4jhIQHvLW96SEQLk+MQnPqG8/tCHPoQPfehDA9v+gxCjf1WOIxOUgrYdQFtdXcXc3BzW1tZw9uxZPPPMM5u2bRdfHL2e8uxUDNIkRBiizM7OKk6VecW3Yt+H8UOwky6OepNpAeztdjtRygACzETwUFLBtNoxK+cakeBMODcmxiBUXyTd4CPv+AsQkyGeqD8T88n1ZtyOnRs76bLBRDZlphucqfMRyhlp/kE8/aeUM7KHGaFKyGmNMcyFVLmPNMGTAatfj3MgAQUK3PxNtASU1aNAWo5yHgQ0ANO2ozsnJvVYXZ6pFDak7euqGtHmQHk/HrtSqyVUNdmlUYCQdOmK91UTD+l9PRW1y3uZlgde/k0XIKl4DEoTbLEdoXyR72sfASVllfW+LuXz6pcoNZlSxHQVVlWOxUOC0AJ8SW0NpmIwq3rJjhyYTC9YGcyOlaMLwY8HK+AMAJphAaed+2iE6QVywl4l4UyOaYL8qznXos3UT2keYAlwoyz4PR7t7zr3EqWMCh3M7Pgi9OKLTIDa37vHlfnu+ZPJ37e9STiGj8eqt/GPv/2zAICPPvm/5W5zJ2O/KGi9bPbX1taGZrE/jq3FGNAekNgKoK2vr2N2dharq6s4c+YMLl68mGkm3G/sBUDbroIn1921Wq2k7q6XK5Lcj2y3AW0n3CubzSZmZ2dx+/ZtnDp1KtNkWuyv67p458Efz10PpZrlARtpDMIYbacvH2NdeetWfybgrx8TkTgEnCnTChaZ0thPmiOlnIUFA5Zmtx9aDEYrawiCPqzze90EJ/NR9yzapW7nOAoCXdSxHo6NOrQFOX1w9Xq0BHh8GvJ0NUmGuzxFMNNvrl9VjXBSlAEwt5auy1c089NtdK1FI9bR7T35fAhVihwbAb2yskYtq1v/Z4Btk1+HFJQB2etcdzwFAE9Ks5VTbr2qlGo5EYDHKYXWRHSwGOOYqqYXy0w5Us/8+KI/VVlL3msFNk6VVtGMafy0k01hPGGrKZA283E/VHOADxkNrGjEXzU6WNGO3xFChewWdd6BK323Tki1aetSuqOcwihgTQczPQSoLXgzAIDJ+EOwEX9oZqwIYu/5kzhiR3/f9iZxohQdPwFqS/UD+A+v/2eb2q/txH5Q0DjnfSloMzMzuziqcWw3RvuqHAcZFIBsJsVPVkZOnz6Np59+estgJo9pmEYh21Wx5DS+fuvuRBiGAcYYfN/f9WLkQSpo/TaZBqLznQdnXcFMj7zUR3Hs9dRF08zWn+WlRFKW/JapqmjyfL6smgnFLQQkxznSNKTPVEdKOSOnEYAllDNLgrbQzt5UR2mN6l1emtYopXv1AWfJ8nkZp5tRx/IcG0N1PQL68s1C4m1L8OWXuoOPnOonj49KXexLVYvFEKoNQkZVyxhpaO9b9HtkLVo31YwQVGR4MgnVTLxPgZkcopE1qAdfmqqdjImYl4WcTHsE6FpJUi3TYN6PX4vjJKum3gRPrulgQjPVqKYHbKLiIgijGSMDkCg6gYnjlQ204p4Vp0oqeJ127mNVK748WVjBWpA+uThsbUCPQ0YjM62aaYwH2IxjJad5OJB1fHT1h14A6oSSpkebh7gb2AmAUSGaWEfjitbpxfSdB2p/1zibLHPPTVsR2GaAf/ztn901UNsPCloYhuCc91TQHn300V0c1Ti2G2NAe0CiHwWtVqthbm4Od+/exalTp3DhwoWBAsUwrfbFF3Cvp0x6yCri2bNn8eyzz25JARxGHzZgMDVom20y/SOTmzQAoaZvZt6c+ZP6Mz31Udy4CBCzrE2ZiHBdSfNDQKQ5EqmPsnIWimmuNK1gJNOE22O/YAYMMq0xTk0zQFoNcINlVLE8OMsLqnmyn6eQEfeDVlOFM3k8eSAhpyHqgKiDizy+vH3rqqq16flyVTXJEIQCQrFPeUAqplP73uV+Onqfp+YfZC0bl+rMiEvP6Pa10qU2hYIzbtD2+FS/PrK2TAcz7TzLnKQ3T5fhzK52wEMDPDRQraoX68FSE50g+mQcr6hgdaq0ig1pECecNRLO5NgunPWKFe3hVSXnoUItmS2aoSyZktyVToBIYdRBTYYzdYx+AmkAcNuPivqa8ZOLg/GTl1W/jBknqle7507gaKmGW60qbDPAj37ln+JuYwJux8J//v4P5O3qtmI/KGjiwfdu1qCNY+djtK/KcfQdtm2j2aQq9VO71Dt37uDkyZN46aWXUCzm3DVtI4apoIlWA/1uX4bVQaiIw3Jy3M529SbTr3vd6zJf8IplPlVnhi5QFafOcO0pcF8gJ24A85wcQdSf5aWiMpZa7IsQP3R6DRqQTXWk0hyJaSE1TQMxww3AbQNmW0uHtAyYWgqZsAnPGIJYTLUQR/9pjXlQIm6eZTVLn7dfww85WJimSYrwyvlwoYOKGI8R9JfWaPWR1kjcDycQ1lVV6xICEinHTdNV16vDddYEJv89QFfdCGUsVqlkZ0a9lk0HPpkHuoLfJsEMoNVaSjEjwUwHMf21dk3KcBZM+GAhAwtZVGcGgMdKWbnsIgiiv2cmVFfF45UN1D2pnqy8loEzPU4WVnDbS3tQHbHXcVeqyQKAA2YTtwK1T1WZudgIs7/FReaRfdKoaHPhvKhOP2SEEpyl0Qy7pzIKULsVTHadD4ggbcF9CG2eXrTl+GKXQW01PlEC1ETcalVxuFLHXUzgzV/8X7CxUcLXf+j9Pbfbb3DOEQTByCtoQgXsVm6xvr6O6enpXRzVOLYbY0Dbh0GlOFIKWr1ex/z8PG7fvo0TJ06QKWuDjGFb7fcDiI1GA/Pz87h169ZAYXVYcGqaJjqdPpogSRGGIW7cuIH5+Xk4joNLly5lctf7AbNtARjh2silJ8LMMGiVTTYRkcCUWYSSBgAUdFNPISWFjXnReUyUNE+vazMzTau5bcLwAgXSKJWM25RyRkyjVDMJwuRUR24y5WY8mldd1i+xnnCmTsvOl3e/mAdueTf6tnqP1jutMZ6+mbRGwwMgvS8AjIIzoHdqo76cbAjSzYKfVM3iceUpVGb8frc0T7PD6TRVRCYeYh3UeZRVRf19ltMLrWtsBswIxayvVMZ+wIwjSaUNKwFYDCJm1UMo1VdNVFPqnZmoo+WlJ/NIpZaBMxGrnTKOFjdwz1OzC44V1jNwpscBM/vhKTPaHrTIopN3K+eDJYNbu4vEfU2CykOGSvp3AnXdFe0CX/LTG307x5FnwX0oM2Yd1HQ17avrp5L3V9vZexFm8IGCmnh4uR8UtG77wDkfK2gjGKN9VY6j75DhqNlsYm5uDrdu3cLx48fxpje9CeXyFh5/bzKGmeIIdFeTWq0W5ufnsby8jGPHjg38mAxTQQv1Oq2ckNsGMMbwxBNP4MiRI/lNpnuAWWZyHpgJAJBrJJiRWzuWWu8TRiIC7OJ1Uk2sk3kB1TRETNNBmrLvp+z3CYUsmjedLnqkccuA6WoqmW2AadO4ZcCMxxiI9McecKYsT9T0UOpEnuV6lNrGlfq0Tac1EuCWZ/yBvLRGabp8M54HMVYrBR395p0CNwFguWmNlKoW36dTUCem5WWimR3JVCRHVRNBGWnoyph8/gWMy8dGwJCp7btqi5/djpiWWOZvxpNiE2AG9Adn1HVDqmii0blQzCQwQ8iifwDYRApnE9U2Or6Jjh8N8GCllYEzERsdB0fLNax20t+Io8VsyuKxggpjg4KzbiHATcDQUauWmaemWYrej1W6Q0Y7A2cA0IjnXwknMu+JNEYBajKYUeOXIW3ZjcC1Efc/mLBc1OO/DxajJy6r7RIOFFtYa5dQnYg+qMzguPQf/zX8WgHf+q//+9zt9QpxTzTqClovB0dg7OI4ijEGtH0YeQqa67r41re+tWMQ0iuGmeKYt33XdbGwsIClpSU89NBDZH3VIGInG2X32m4vMOSc4969e7hy5Qo8z8MjjzyC48ePZ5pMA5G69vaJ99Ar2iqYZQctNtrXekglLeTR/HrqYp5hCLUO+QdPTnW0zERFE8FtS1XSbJN2eCTUMCCCs17zmm6A0DayN+cmy6Q/AoBfIVIqycbUOXAnTU4UOW1Wr7x5R1Td+AOIFY+8tEY9+1RSyvL6oMkQpszf5RdPhzAhMOTBq+lGIEaZgYj388a5GVVNFiiMHAVLOCjm9lwLUvt86nzrDoyyasokNTvjwph3+onfoO2AGRDDmbT9BMwEjBGqmawyBhOhAmYAwOM0RmfCTcAMiOAMAFpedMFMl5vY6KQn+mhZhR4KzgDgZidVzmbsOm501BSzKbOJmkadVbONNWR/lx+275Db6BW3/Go6TquWgTM5vutFcDVt1DPvLfmHkr8rRhYgvT4tOYvMwyvNY0mqJABULFeBNAAKqAlIA5CAWq1ehFXt4MKnPwYAsDZMfO0nfqKvMYgQ6Y3D6M06yOhXQRsD2mjFGNAegGi1WlhaWkKz2cTU1BRefPFFVCqV3gsOOPZSiqPnebh69SquX7+O6elpvPDCC5ic7J1Tv51t78UaNL3J9KlTpzJPE0We/mYVM2ALcEasK7MOAW7iR1XbP5ZXKyjDmVgmzw2SMg3JMRIh1TTOlb5o0XxE6mMOsFHTKYijXO94rKbodv3coNUjb4IAyT57mtlNTs6bZ4eeBxCW5o0gbr5zgcNX/0+WK+enNhqe+p7i2EhAmNVOlTBKuRHv6WYg+jR5XqCXqhb3DiQARW61oIMmtc+ixk537ZTTFPPGwkIVbjL1euIjqC8vxHBt+F3rzKR1iDozeb1JJh4FZ4iuEV+rW/Qr6fiDifgNPx5U1U/ADIjgDAD8TjSgiYlWAmZABGdyyHC24pbxULGuuBAC2VoqKqYI5SwvbBYogKTHKUu185dVKjlmO4eTv49aqpp3V6opk5WyaaOe2bbo6SZATVfN8tIeX2kek+YJM5AG0GpaLYbjZjv9budarZw/GeDCpz+2KVDbDw6OQG9Aq9fr8H1/DGgjFmNA24chnga1220sLCzgxo0bmJ6eBmMMFy9eHNq4LMvadD3UoLfvui7m5+dx9erVXOOLnYi9ZhJSq9Vw5coVrKys4OzZs0mTaTl6ghmQr5pRaYvobRgCIFN/lqk9A+j0qXjdXAc2AVA62PWoNUMorccws4YhlnBu9FVII+Cql5omnB55DJEsyKY/Ks6PjtkVzjLTidOUGn9kQU6EXxLHm1xtroJiNwlFj+hNFa0kO8lqqWqRrNR1s30vbKTLyJBIAYyVNIrmCIixyVAlUiB71qq5EUj5Dr2vMmTpECYroyJNUcyj98FTjkEeZAXpeijlUD8msgCi17clr0XGoH456/3O4s+wuEZ10A6trDFJYgIi7U/g0OmtYlpGNatwMJ+BxTDmT4QpmAFANT1wvGPAmvASMAMiOJNjutxE3XWU1ytuutGHilkQo+BsRi+szIkq4Thj5xUbSiEDVDu0ccrO9l+raWYjt/xU3TO7uEJ+vX0aADCtP0UBlObbcuhpjzKYyaE3uQYiUPvWKj1/udhJIM0penDbNsxKdCEHjQhKuQlc/He/BRagJ6jtBwdHoDegra1FtZLjGrTRitG/MseRCc/z8J3vfAdLS0s4fPgwLl++jEKhgL/8y79EGIY9GyvvVFiWleskudMRBEHSx6tareKZZ57BoUP5TyQHHXslxbFXk2kASY0Z53zzdWY5ylhfYKYMvIvjIhWGEQGY9D6jlC15HTq4mhKECVAzcsatqWnM89NphEGIbr9PKWQ8Z58p5czwwswNdmgZgJaqFhSNrnCWna6+tlohecz9EsuFM/Jej6vGJWIdeXChp/LJwEepS0A2TU/pCZcDrkJdMiWLu6DIupqFCOihgFOAlAxUAtZ0yFKMW3JVNZ5CFlF7qKe7ysdGXr8MdKGV08zaV9MZM6mQspOjfIlLs8ngRj1AIPuZOTSY6aHXmgVOtuUCk2DMj5UzI54WVAKgk17gohG1iImJFlpu+l04VW5l4KxXyHB2qx0pUgcLTbzqqjfGE6aLdW2HymYH9/wqzjl3k2n9wJkc7ThfdMlLf9tO2fczcCaH7CZ5VKuRW5JSMlfitgEyqF11U0WuTHxoPG5hoXU4M10PXU1zTB9ukF4sJdtDy4v2rVyMttNsF+AUo3MoQC1o2AgqAcyGCW4Cz3/ktwEAf/vT7yUBZj8paN3a/6yvr2NycnJfwOiDFOOztQ9DwICctieMIjzP2/VmySKGkeIoOxKGYYiZmRlcunRp13POh53iKKup3ZpMb9kApEfKYr9OjkiUt37n18aT2O8bGSUNABj1I0at2w8i4Ap11UxKiZS3TaQ/UqqZGGMm1dE0wQgzl6BMSR/UjS99XoxOdp0RnMUKTVGqM6RWkfM50WFLBJnamAMfusrmxcvm1VkB0Q05BXo6nIlIUyElYIrBSk/9E1GoZeFKhAw9Vltdpw5gyXxuBFkUWOrumoDa106BLGm8oc1IC32zw5N9paDU8Hm2eXmicuWnQorIgL3+MkghTF9faLGMkhYUWEatC4qaalZM151M05Wz+LXYN3+CJ2AGxHAmhTXhIeikn89CpZOBMzlkOFttRRs7WGriTltKBXSaCZSJOFjIQt0EYd1ZlnJsZeihAE0GODnaVDEfgG+7J5K/dWVNt/q/FbtNHrXXFTiTY8WvYNpqKOMEgGZc2yZA7ZXmEeX9bo2uxftXaofhx60OHDM6mQLUZEgDsmpa61YluRzFYfMmo2vwhX/zCQBRE/nfe/f3YWJiAhMTE5vui7pXo9d93erqKqampnLfH8fejNG/MseRCdM08fTTTyfGDkDaB2yYgLabLo6ccywvL2Nubg6GYeCJJ57A2toawjAcSkGwaZpwXdqZayeDc452u40vfelLfTWZHhiY5SzTE8x6za+nKcpQY2zB+VG332csv2m1/kMuQxqR/iggTIBabr0Z2S5A1JHpIGdAJx6fgLh+LfPNtrDpy87rlzf/ZJkCN0ppolQ2u8UVKNBhL09MKNRlUEqn56VCWm2ewI4+Nt3lUECX72RbFcjhbETHMegCdPLfQSF/faYAsX5UNQ3CZBCV/w6tLhAbcAWI8sw8AAm6xOdPDNUQ28kuk9tgvR+HRt1OvxydV/ncimnJa60RdWiHYB1pWxNBBs7kmCq3UG+nv5HVkptAmYiDJRW8pp0siG0FzuTIU890MAKAY3a29xoVsrLWzRHyq80zyd8zhAvk1xpR2uMU0Xm+mWNC4nGjK6RdqUX7ZRlhAmmAqqaV7GjMspqW1KUVQ6AdLReUQpgtI/OdEZrAez72F/DLwC+/dB6MMRiGgVdeeSWBtomJiZFT1Xzf7+orICz2R90M5UGLMaA9QDFsm/vdcHHknOP27duYnZ1FGIaJIyFjDI1GA41GNo9+N8KyrF3dtmgyLZTDN7zhDVtqMr1VxSx3fh5m58ldF8vWn+X9wCQAlqO8hVzdTt5TU6pptYA+ce2KZalUYQLumBeAW0ZGNRPLs8BHWJC7CxO1ZTngyU2WhTjteAaOQU6PNk6uFjAYrDahvrF0fT0jBl8d2mTVThmKptjIy7GAVud0m33RuNnweK5RiaxEySpYnpslkAIYQECdDGGyqtXlXqggdQjOQB2hjAmY0aEuD7r0yBjG5NSGAdljmgE24jPIQpANrkObZdYn3CplpTRwWNbwpaSOxS9lwUzZViFan5xp51e0HZzQ6lONEF4r/ewVK50MnOmhwxkV/cJZXmw2tXGxo6brny5ESlleauOqn97M63B301N/J+75VQXSFt10WyJNUwa1K41UOStp8CnSGGVQE2AmRzdIA4D1WgmBR0BUMV5v20BQiv42Wwb8CofVYPClZ5P/7P+ZBxCl+/7WTx7DnTt3sLCwAM/zUC6XFWCbmJiA4zh7FnD6qUEb15+NXowB7QEKqln1bm9/pwCNc467d+9idnYWnU4H58+fx8mTJ5V6u2Ha/O+WSYjeZPqJJ57At7/9beXLeTfBjFxGGIfk1qXlAxsZ/TS+BiJIE6Cjn4u8/P28Wjggq8YZRpoaGUeeaqbDnRE7PnLLyNjNc8MACwLwguauSYEccX5MN1TSGuUgYSmvPo2l65ODccDX10M1BYew2FeX98tG1wbI4l5VB70wrxbNo8HQL7HctMboPpJW73RgUqAut2+aBqVO/voS50aHTlsU6xNjp2rRKFALLZZ7XJmkmnUDU4DqNaeqd3nHgBon1fNNB1S91kyelvS209w6/Yp2rjUwM1wj6oHWTgfLyupvQbHS28CKc2ClqZLhhOPiVrOqTGv62R0tW9n1F3XJFim8nClljT6o8DKOLRGw1WNJ8pSjrkeGMyALZFTci636m9QJRARqU1ZLgTMAaMXzU6B2td69BtwyouMgQO3uRkRXgR+9Nu1AgTRWCMCFMkqoaek1ol5vhRrwD377r+BscPzpR38cnU4H9XodtVoNjUYDt2/fRrPZhGmaGWirVCp7Qm0bA9r+jDGg7dNgjCkpjsDesrkfZNy/fx+zs7NoNBp4+OGHcfr0afJLc9iAtpPbzmsy7bpuYvgh5uOcb76X2SZTGbsus0kwY3mmNj3SJbnkIMnyGl93a3oNqIqcwWjlTR+fZDTCfEKFIt0XcxQyad0sdnoUClu2dodKdcwzVYlXpdWocRaBXKipZJQhiJymSKltev1WXnaT3dCATVKo8oQEI+AwWjJQRePNAzAAKMgqmAxglMV+vO48+KC2I0CDSl3MAy857Ho6Ph1u5O0p2+7ysTTb+etTGlQTtvt5aYnKmHyO0MyeI7EtHQ5Dm1DJHKb0eQuKWQMTv6TBGOHcmIzJZfArHIarnrhQq0HLg7N2MwUQp+Rho5kqUNVS1mFxwsmqYpMFIo1xk3AGANdbNMDI4EbBGYAEzgBgSVK8dFiT404nhcyHCtm0xhvt1KJ92s5mg3xt/RQAel9bQUGBtNmNNJ2xVyyvTSGUvoBMK1QgDUACanmQZrYZZINMvQ8jECnF3//+34YRAM6qj//7D34yeS8IAjQaDdTrddTrddy6dSuxrtfVtmq1ikKhsKtqWy9AG/dAG80YA9oDFMNW0IRRxqCcJNfW1jA7O4v19XWcO3cOzz//fNcvqWEC2k6ZhPRqMi3+930fjLGt9TLbajqjHtsFs8QAhGhkzVjvOjZd1TGMFMzkbZE1YTnKm2nS66BMQ2Qwk9djEOmPAEKHMjTJc19kiVW/vD1x8xzKhiV59WnSeTBc+sZJKG5dXLmTUEwzAk6qddR6hEIlbvB1dY4yEbFaYaIiZdQ8ZIFKVtfyFCTDU4+BSO3MVeFcntSP9WMIIs+jr7MbaObNIyuKzKfXJ+7/KXVLPheyIifDuXysyN5mxHqpaVQbAr0GjVTSyloKYzmCsuR1JXvcdDjjBsDb6e+EUfIVMAMiOJNjN+Cs3xDgJtIFz5RWlPfrVDFfHH9fjwxDjhe716wJWBOgJsMZAKx4saNjDGpXGzPJe02/0BXSBJwBqTqmg9riiro9g/FcSANUNY3VTRid/OvLbKeQbzWjv60m4FWiZewGR2vGwg++++MorEfn6d9//qcxOTmp9ErlnMN13QTaBLg1m03Yto1KpYJqtaqobTvloN3LxXFtbW1sEjKCMQa0fRrU05th16CJLxDf9zPW7puJjY0NzM7OYmVlBWfOnMGlS5e6fjmJGLaCNmhA66fJtHj9I5Pvy1/RoOvM9NhpxayXMYge1PrDMF9No7ZBrbuXaUjAVRjI2U+hmmWgzWRK+iO3zXy7fA06DLEu4piHBUOBs25hEkqZrrZlIgaqfpfN1KJJyzGfIygRACYBha7mUXbvyjLSsimEZcdquiEM0Z+MgEBTAia9jxmpqsXTmBciLBD7RDhwivkogBNjE8evm2qmLC/UdaKdg66csoAnqmKm3sximTTMfuGMm9km4qSSpsGZ8r4EZ2Y72kZQCWFIaY1BWUt9LGV/D3Q4o8L1Lbi+evtULnhoeervWtHysO6qwHSsskGus5fLoRyyJf31Vuq2qMOaHBteOo7ldpTuJkBNVs/kyJsuYsWrYL2TJWmR4imD2tVaOk5by5v1Q6OnmtYL0vi6DRbE111SjxhfBw6HGYN8UEz7Ggo4k4HNqzDYDQ530oA76cDZCBNYs1bbMFY38Iff/CUwxlAsFlEsFjEzkwKqrrYtL1IxkCEAACAASURBVC+j0WggCAKytm27ahvnvC8F7fHHH9/yNsYxnBgD2gMUw1bQDMMAY2zLgFav1zE3N4c7d+7g1KlTuHDhwqYcKYfVLFpse1BwuGtNprc7/2ZrzJADZzsJZt3WL88vG4dYVsaMJN/5UeuXFt88c5ORIMipH9m8GqGA0zVGRo4zZM5xp0AAAAKnv9oKww3BNHUyKJrJGKkQboBmS2vITYBKsowvlpEMNkpGrlEGEz3OJBgRYJW3jF1Px6PXRhmyGYgEgUHRULYhh9nhyfHV941JECifg7Bg5J4ToxMqCqLcXkG/FnSII5VC6bzJ4xHXCtcAK7feTHeT9DjCQtY50ney0zZTg5a8LqupqX4phbJkvVodmg5nyvhjoxCj6MNtqg/77JKP9aY6gGJB/R0tF/r/Xb3Xzrrt6XByqtyfK6Mer9TTGrATpbSnmQxnciy3D+B+JxrPkWIWHG+2UtXlkJNNa1xqpHVNk3ZWPfzOyhE8MX1bgTMA8EIzA2nX7k/D6CHN65DmrxYBaTXc5AmkARGo9QNp5ZvpOmxJXRfp11YjQGgZ6Bwuwy5aeMcPfATmegtoRuYof/jNX0qWMU2TVNva7XYCbRsbG1heXkar1YJt22RtW79qWxAE4Jz3BLSxgjZ6MQa0fRrUExnbtofWKBqIxrQVFa/ZbGJ+fh43b97E8ePHyR5e/cSopzgOq8n0ptMfBwVm3daVB2fMyMKTwWg42yzI5f0AmgZtimEYKdjF4801ZBCqmQ5tjCUKj1ynxqkxSpOUdEcm37D0X9Cuu0MCNLTpcAYAZjtQ1D7Z+VHvj5VOz4JP8l4fQCUvw/KAqZ2mQuoqmA40ct1YXlNufQyyIqhDlvy62/qshgatEiTp6Z2GL68zR5GOz49+DPOURfl6kY8JN+iaQJ9QNCkDF10508EsWle2JlCfRsGZHjqccQYYLa0urRQmYAZEcKaHTShsOpzlRdEiaszM7AGklKOlZtbQQUCbl0PJ7UAFy1cluKpatIOkgDMAuB33cBOgJsMZANx3o3kFqMlwBgAbnqNA2vWNKE3xOysRNBZt9XhQkCbgqxuoGYyjda8MhMK1KH4jXlW/kCb6bZsdNf1R9GO0WxxeRT3WViOAV5V+c6dKMNdbeNcbfiV6vV5DuBKdp8/c+WgyG2MMpVIJpVIJhw9LKZ6+n1Hb6vU6wjBEpVIh1TY9xD1NL5OQcQ3a6MUY0B6gGLaCJsbQLyTJzZWPHj2KN73pTSiXy70XzIlB18BtJoR6xznfdDrDsJpMCyVq002myZX1qA8TodeZ6dENzLrNr0OEaWZ7qgE5ICfWQRiJUPtFrSMIAZN2KyQbWlNW5n6Y2qNrsJ/bFFtbjwA3/WaeSm+jgoI2UvXSD1Vc0ybDmQptxLbaoXK8dHt/qhbNbIcJiFDtAGT1RobBbk6GOmjJ69XVIFG7Z3QChDkKZNf1UamLHk9AjDrWYn+Z5tLJuxl9hIBBgDK1/l4ujUq/NVukYKbzJeYpcgqjk93XoMhIOFNe62mN8fuyg71fUmGMUs7CkgbP24AzSj3rF842E0vNA4r1/MlKqrLpcCbHRqeIjU6qoJ0oR8qaDGdy3Naabetx363gZn0SU8VsD7QNL8po0fvGAUDbs0lIu7kyBcPU0pI5IyGtdU9ar8FTSAMiUJMgDUACaoV1lkmZFREUUuCXlTWvxBI1zasYsBsh/Er0mS7dSvddfnDGHAfGsQhI3/XIh6J9WU+Vyc/c/ZiybcuyMDU1pahbstpWq9WwtraGGzduoN1uo1AoZKAtDEOYptn1vkL0QRvHaMUY0PZp5Clow3RxBPpTsTqdDhYWFrC4uIjDhw/j8uXLqFa758L3u20gSgnYbUCzLCsBqH5teT3Pw9WrV3H9+vWdaTKdgaOQnJ4AXBclre9G0wB4GOZDXrdjQ8BZ7no2Y8nPeQpVOsjlpS5SxiPUOhjLhcoECijVTKxDuk5zIYL9/+yde5RcVZX/v+feqn6HkASS8ErIC8IjhDBgSAZQRwUdx1F+zIjjyCi+xqUGJCIMswy/UQRBRpc6zkL9DYrowtEZiDrjY4EPAgjO8JCIdELe5NVJ59Hp9Lur7j2/P6rOrXP32fvUrU53GtK118qCvvfcc09V3cf5nL33dytWLRJKOZN00cvC5FxlhTY2V4pRpaSeMwpt1DtHYdaW91dRzAKQ7SWy20eNcihkUIgBGyiaKv1yny0cihNg4jyKBoKDIduzFnr7M58JIIIuSHvJ6PGiSqfWjhdR5wMHnCsdu+cy/aeKWOfk3LKYuV5YLxkTlR6R2nKJrP6w3QYpJb5iSxrM7OOSYzLAGQDoPgI4TRGGe9PeiqAhQu9w+rfJNUQYHCYhkbkIPXA/ZM4CtOltvaVtGVQMjdlwBgA7LQ/WUJTDKa3d9JAUmBnb1V+CgaYc/x7eN5AGt2lN6aibjt4SwHUPNrOQtru71H8zA64U0joOltrGUVAV0lJwZswDaQDQ0BUkuZJxPr1wEDdUri8KaQDQtrvSkb2YkxuIEDWX5hLhQBFxa+m3DvqGoNtKB6veQaBcODpobQXKNVD/etYNiPvcKKYHD3wj+X+ft80WJNm5cyf6+voQl98f7e3trLdNa41Dhw5h6tR0mGndXvlWB7QJZOMtElJtDIVCAdu2bcO2bdswZcoULF26dFTjpg0YVVM8Ggsz546iqCqgmSLTW7duxaRJk3DRRReNbpHprHXDqvQDwOs1Y/tTit8uKS3WmmdWY600AFW8ZjRcksjvm88vAX+g3D5URYY8BV3c2C3hEQosYo01qx8KbmYPhQC2m1qhzfqcARE4kQpt29BGvXMc5AEVkKEAJIVBBsXYAQ8DVqwYyGCUOo8PmOwxR42ho6SZHDMUpc5lh5oqUhg99d1JQB2lBUFK4xSuWdOvkNcm5f1x8FeS1lepfLxSH8r5LuN84JQXKHJesiaVFv8gYiAAo/DIzNUpnCkN5PrSny1q1gj70r9n3FQdkoIGJjSR2SZZjnjPOnvbEAb87zSjzZW495kp4Lyrr/KuPKW1m4UzY93DTeguf8czWnq9/R8YbEkgzcBZ0s9guVB1GdQMnAHAQBlcKagNFvLY39WGMEeuFwbSBva1wFdKAoADaQ0HQ7KogBSkARVQo5DWfEBjeJIJh6zUJYyaggTSis0hcuXcWQnU0h9iIPV+CFrTF2/c14+rpn7I+VgPHvx/qb9zuRyOP/54p6bp7t278fLLL6OpqSnxtj3xxBO45557sGDBApx11llobGxEV1dXVTGRLPbYY4/h7rvvxrPPPouOjg6sXr0a73jHO7zHrFmzBitXrsSLL76Ik08+GTfddBM+8pGPHNE4JoLVAW0C2Ss1xLFYLGL79u3YunUr2tracOGFF45JvLTJgRsPL2IWgRRaZHrx4sWYNm1ayhs6JmA2ghpnEsBk9owZrxHdbuCF87xpj+etWg4bF+LItmf60boCZtTMb8NJ+Pvamz9t0RAO5CSlR6V4AY7APQdnBgKcUEcJ+sxxDIDEDaEIBRWQoGIgoZyLZlQfozT8UJCxLdeXvqcTAOM8iyiBlUrCBqnnrnZgAoBcb+XZakMPB4H29yh5RkvA6XrBpOLTQSF28i/NOKSUHq14EEegHECTcta4fDPOm1ZsctvRbWw+GeEMrYCQOG6iZiBHtzXRNkxIJwdnTSMPRcznGJCrMbRxb68bLTKtxRXoACpwRm1TV0VVcHprGsC6Cbjt7S9FZcxo6XW8Z8YODPpTCwyocTYwnGe9aVExyARp0MgEaQ17K9+FDiBCGpD2phlIaz5Quj4aenRFhZVAGlDyphWbS8+M3ECEXFfFrRsMlTttagAGy+Rn0hEGBqCaKp7V+HAJxFWeCHwNl477P5Pfz37Uh7q/lfy/UgpBEKCpqQlz585Ntp911lk477zzsHbtWrzwwgs4ePAg3vWudwEAzjnnHCxevDj5d95559U03+rr68PixYtx7bXX4qqrrqrafuvWrfjzP/9zfOhDH8L3vvc9/Pa3v8VHP/pRnHjiiZmOn8imaDFjj2VuWLfxN601hofTy5C9vb148skncfnll4/TqIAXXngBzc3NmD9/PuI4xvbt27FlyxY0NzdjwYIFDpCMtv3mN7/B+eefPy4Js7/85S+xdOlSJ1xTa409e/Zg48aNUEphwYIFmDFjhgNmQAnipCLTtXrAvGBm92VP+mrxaGldcy4ZIOSTSe1T44z57baJIDdChcesYFYtzJGadA8oVVUgRDQ7XNIn2EI+k/EgcWIgpc64XKZQBAnuTWI8c+IxAngAsiJj4gFjhFHYkFBUyUWjHiLbC8ZBjnUezvPIAWfcIHsCAVdERueIRzeDmbGwQiXCM4HzZlLlRgNqWeGMTrpZgKM5aIxTKMoAdUcCZ8Z7FvdaURcNpWMb2irv2FrgTPKecRbF7vcyva1XhDOg4r1KHdPa68CZbUapckqrG4J3oDcNbpOa0l6iA4cr+5sa+UVgA2n7u9Jh+hTSAKCwvwkI6YKVMHAADZ3l74IeQrq2Ia250xW94UplJH9b3uCW3enVADVY6TiBNGOD1jysrw962P1+tDVX02TepgVxMQNqO3bsQFdXF8477zy23d69e7FgwQJ0d3dj9+7dWLt2Lf7whz9g7dq1WLt2Lc455xz84he/YI+tZkqpqh60m2++GT/5yU+wbt26ZNtHPvIRrF27Fk899dSIznuMWNWJbt2DNoEsn88jjuNxEckwlsvlMDw8jB07dmDz5s3I5XI455xzMH369DEFM/v841kLzT53tSLTdjufZP5IQhN5oIp5IAlUdpGP5JjaQEUU+aA5YD4RkSCQz1s6SebxZAY806cYWunxgAFuTlAGYGOVHiM/XJTOZeVw2WMJ/QBGwxUBy9MmHTNIRUxMe35oqhCnPpfOCQsEpv/hOAVZ2uMFcwp4S/mShRiKzJ3iJjkUMhiOklp1cYP7KrXHZwNcyQsmePYG0s8mO7zS+d0BqGJEwhwzhK6Wx0W/BUnUJAucAUAwrNlQx6ghHepI882AbHDGmQRntoctbgRyfURBskkjpOGPjRroJb9jQ4x4OHC2GTN5aiqMUWCmU4pCBoDjJx+5knJnbxsKxdLvdcKktHeNgzMA2HqwkoM0tS09BruMQFdfyVtmQI3CGQD0DDYmkGbDGQAMDuVZSOvsLIU/BnmivEo8aYX9ZYiMVBrSzP9aP2UCZrD22YcwnrTW3db+MA1pUV6lis3bkGZ708ziTCK61JRLIC1uLH3/CagNlWG2/O5XDZXfx8Caamhgc9OA9DvWwNq/7/s6CoUClFIoFAretInu7m40Njaira0NCxcuxMKFC3H11Vcn++lC/mjbU0895TgFrrjiCtx7770oFApHPd3k1WR1QDtGTRIJAUq5XrXUDxst01pjYGAABw4cQGNjI8444wycdNJJRwXMjI2G3P1onNsuMj137lzMmjXLeciOGMyAmsMcSyvnjKchUXKM2e2OiaqMtY6nRql7yaMlARgXsigBqm88QE3gl4KoEcCZb3sSLknbV1mLoeGHpWP8B9Ei2qnQSE6vpJCulZYFPEr/NV6wHNlPrkcbwsSQQRdMzERL8oAFg1Hy/Wg6Bus7CIbTYMV6OVH6riUFTs57GBSiFFhTtU639hkTgmofIz1qlRLEXlQKcOOGkIUzLswxYnLbRgJnRhgkagJytkgIATHThm5zx+B+z1Ejs3LQwFwT3DbBODhTCug+zIcLTj7OnaBz3jMACZwBwP6eCiC1NmabbB/sLY1halu/U+PNmAE1yXoG5TnE4FBprmFAredQpa+4ELKQpvc3QufId0YhDSiFMvqmDAKktewt/02grBqktewpYGhqDs17S5/FDpuOG8IUpAElb1rQxRQjN+8ua5HWwFrUZQm82O9uohz8UPe3kkV2rTV6e3uxb98+TJkyJQEtk05h5lVdXV04/vjjxXnWSGrS1mJ79uzBjBkzUttmzJiBYrGI/fv346STThrT87+arQ5ox7AppWCHsAZBgDAMjzqgaa3R2dmJjRs3YnBwEK2trbj44ovHxYs33h603t5evPzyy1WLTFerZVZzOGOWUEO7aK2j5BiYD+H2Ectgo2qtHVYNwOhYJY+WBGbenDpmn/HkUI+HBGBkPDaUOB4u0zQjgFXbLoYtcnPKarceA00iBKMMP2S7XSybeucSkIhNCCC53giA1QJAIIyiG3JiSGMwHAFFHoAoSCkyBtGrXIyhYE/icmx/SftCJR+OQiD9HWwoVJGWyytYJuYbGq8m8zk4CANKvyMtyh3lA1Y0JGTKCbCiIdy2wdQmVySEC3VktsUZXnOZ4UwwRXOmwMNZNePAra3NpU0bzmwrFkN0W2Q7ubVybN8QPwk/2NuCocEGtLTwddL6+ipfYHNLGv76Dle+8DxTpqBwqBEFNAKNDPgTSNP7S+dRRZUJ0qrmpSmgeS8wMN0CM8ublhXSWvaUoKzxYOXzGY9yYOWwBsMRwn0MlAGAyTErlPsov+PiAwcrwy179WlJG/O+eujgN5P5kinZYxSeTznlFJx++ukIgiCVo26svb39qC6Cc0bPb+al4z2uV7rVAW2C2dFUcjQhfAbM5s2bB6UU9u7dO64hluMBaP39/RgcHMRLL72EWbNm4dxzz3UgedzALGmsRlYwupr8vZTDZj+cOTCz5e+pSfL3ph86Gc4KfubFRvs3haZrvG61UrJnTLJagc3sZsCpJmgD/OBGIcf+XBy0Reli1aChcnbIJQUPSaxEEB3xjTsYSD/vEqhhoM2MQ0WRCD8c7Ol86IHAougFcz2B1rNJ8wBme82oJ5P2n2zj6uoVYvl7Y+4XLo8uYrax3jSmJl0W0RBgZHCW6+e9aXGDG+6oCtk8gjqngcHA2abLkQdqUjlcTYCzWuaixnHSczjt3WpqyR6O1t1XOjbH5MYZGxosgVt/f+ldZIOaDWcAMNDfkECaDWcAUBgsXS8G1AqHrGOHyt8ZAbW4ECI4kHeATIK0hgM0OgN+SEMpzyx1CIE0oAJmNqS17XHnCHFepWr3xbkgBWlhGFbeO4y3DPkcUCgmhayTd7blJbPzwg2sXffQu/HrX/86kc8PwxD79u1DPp/HRRddhOOOSytrGjgbGhrCV7/6Vdx1110499xz+S/oKNjMmTOxZ8+e1LbOzk7kcjlMmzZtnEb16rA6oB3DRj1owNFTcjx48CA2btyI3t5ezJkzB7Nnz0YYhtizZ8+4KkkebUAbGhrC5s2bsXPnTuTzecybNw/z589PtcmizFiLNL6OdW1gZvqpwaNF+9dCDTUApfBJH9hI+WSc0fHEEb/d9JlRTTGxPP95KzXL6Dj5blLnFWT2xTFlbZ/BaoE2pbXrfZI+NwBE2unfG8JpQgyN14yrlWYAjNbj8omaxHHqXKnCsUzYoCpEyURKM9e3gT8HfnxjoMIAkniN3a8ZGwejZoWZAbBawk/N96ZAwE3owpRDsPPIzPepiEcszgWpWnNAud5cORfN3sZZbtD1nHHbbG9a1MioNTaWgCy1jfOmMU6kiNkWNzD3DAUGZpvuKYWraQ7QjGN/0pG9+/p7Kh+sZVLliykKXrXCYC6VG9fcVgEwA2ep/sugJukBDfT7w+EKgzlgUHj3DAWsN40DMrqtcX851J7eggKkNe+1miikVExpXlpLZ4T+6SFaGSjT+SAV/ixBWn5P2XtmQxpQei+V5xvx/rLHLAzSERkMqAHAjw79W2lzOTXk0KFDePnll9Hb24tcLoehoSE8//zzmDRpEp544gk0NzfjwgsvxDnnnIPnnnsOK1asgNYajzzyCC655JJx81YtW7YM//Vf/5Xa9vDDD+PCCy+s559VsTqgTTAb62LV3d3d2LhxI7q6unD66afjggsuSN2E410smwp1jJXZRaanTZuGZcuWYfPmzak8s9EGMwBAGEJxu7KIfNhtajyvGMpYq0eL84xFsdxeesDb/dgvQ8HzxglsOHXKgMrEthZPWvl75bxvKo7d38ZW77TFQTIq7iaTckn6PrtyL+8tMnXZWK+ZTnuLaKis7TWjfYvevtiZgyXCJmz+Wpz2jlGPknUtKvos8IQtUkuAhwsHjaK0iIkzBuu783kmUyfUSd/p9sI1TXMUDbgFSIG4GRtXq07yZHLCITaImZDHuDFw1PAixjuVxZsWcQWu2aLXzHjHGM4S88AZAEQ9/PPKBjfNLYagJEFvWwJrxQANk/gQRWoDveVaXdL4ART7Ks/asIXxJNmfodldQFBlL6PmVDItSAsOVPrxQZqBM6AEWj5Is8Es1SQDpNkWh0BgPGtGYbYMagbSGvYI9erM/WgWgYzHLNWm/FsKoLaa1EDr7u7Ghg0bMHnyZJx//vlobm5GoVBAb28venp6sGnTJjz++OPYunVrqQutsWjRIlxzzTUAgMOHD49aTdne3l5s2rQp+Xvr1q14/vnnMXXqVMyaNQu33HILdu3ahfvvvx9ASbHxa1/7GlauXIkPfehDeOqpp3Dvvffi+9///qiM51i2usz+MWyFQiEViwwAzz33HKZNm4bZs2eP6rnMQ2L//v2YNWsW5syZwyafdnd349lnn8Wf/dmfjer5s9qGDRswPDw8Zi5/WmT6jDPOSApL/vGPf0RjYyPmz59fvZYZeBjKLM6RHCBMOCWwqVWt0QYe+1mSNaTQbk9nJrV+VkGdTwyXM2Px5VvRvgycULlzMTTUnp1RSX7+kNKYPPuIGVDyesZGYjXI6nu/S/sY7nuSjglDcZ/jYbMBSAg1BEq/G+u5k2T3PaGL9uTKUZH0jAHwwDrX1lebznMaJ58N4K856Von5y0JhPBtOS9ZzGw72nCW6+Pz0Dg4Gz4+O4ix26W8s1ocF2VRkGBSOpSRwlliRXe7gTUTduicYqhyreZaSU3SPvcYG9JiDjAtSFOH0vtZSAOQO5jLBMON+8uwR4ZFIY2GMkpmQ1rb7siZ1dLajIHFbU07ezE0owVNHVZdORqiXCQCQB1pYqRiWwBSz5HVB76R2jUwMIB169ahp6cHZ555plN+J+lXa/z3f/83brzxRpx55pl4y1vegv379ydS+rt378acOXOwePFifPazn8WiRYvccWS0Rx99FK9//eud7e9973tx33334X3vex+2bduGRx99NNm3Zs0a3HDDDUmh6ptvvrleqDrDk6HuQTuGjbuRRzsHra+vD5s2bcLevXtx6qmn4tJLL0VTk1xrxZxfaz0uLvdcLof+/iOXOaaWpch0EAQoFosjUmasFcy8Co/cvqwqi+YFxnmilKruGUt5s6hEciD3bZ+DmBbz0QQYoBPSwEwChEkQ805NJti15JeZtvQzmJd2yoMp9MGE7LHy+vEYgJlvH/Xq2J/FPkaCMWIq0kBEhEFMqJ0nd8xcX/Sa8HruJIvitBy+5JUF0iqScSx7gk37jKIziHW677KJ17yd4ml7B83vEdFQx2xwVtqoRZVIGuoYNwQIB2n4oysIEjUGTlhj1KiQHyDelNgFNifUsaEEZKlxZIQznQPyvdnEUkoQQUQPjENkEr0P3HOJZn3GuIcMkvFkSTbc0wiUSwOoVv+73gAZBTXbon4jciN8mIGyN3uIWXRgvGm5g6X+gmHlQFrFa0bEloppSDOgpVV2OAOA1o4oXbTdUXxUKUizPWkA0LiXzB1yQVpkKBemIU2p1PPP5HinQC0MsLrznlS3do3YmTNnYtGiRWI4YEdHB1auXInHH38cd911Fz7wgQ84Of42rB2pJ+11r3udkzpj23333edse+1rX4vnnnvuiM47Ea0OaBPMRisHbWBgAJs3b8bu3btx0kkn4dJLL0Vzc/XCNfl8PvEe+Wp3jJWNtsy+XWQaAM466yyxyHQYhvjk+bex/Yw5mI0kJ42zBsHzZrdPedIYsQ2pbzv/K0tYos+zwIKcoNRov8zsF6fZTgUkCRClQtkkT5oRzGMBS/gtOZjhYIy+LE0SPA1xqwZsIwEzaZ/WabClYptSQWqPqSEyibSvXQpMZCWb9a7SNoCs2mm3N7+Ls3gRu22TAVUJW6Ttc6G3+LTz+eB68aRzV0IdAxesAcTN7j3OFZ+Waq7FnLx+YzbhEK5dsdGFM+c4LlwxYzvJYk63yBMaCABhj1zSwIG3rBYB6LEGM6l8HzDeMwAJnAGA7iv9lgbUbO+ZbcW+HIL+EGgRCmtb9eFiJqwxPFzqN+YUMVECNd0UJ3BmjIO05j2l8dPvn0Jas6XOmMXadhs1U9QEaU0dfamFMR0E6WczhbTO/elnAZNbrIIggTQKZ93d3Whvb4fWGkuWLMGUKVPYzxNFEb71rW/h//7f/4s3v/nNaG9vx8yZM9m2J5xwAt7whjfgDW94A7u/bq9MqwPaMWxSLbQj8SANDQ1hy5Yt2LFjB6ZPn44//dM/RWurW8hSMiMpXywWxw3QRiMHbayLTI8bmFXLJTPmKxgtedIoaJmXGCfMEQYygAkCDBLosJ40yYJALPisQ77AMFek2JgTCmn3Te9PAi2ilDxXqNq20O0L4EMgldajC2bG6NdknISct9CYULzZSaqn7U2fkiInNx7JipG8OEC/dxtuokj2Hvs+F2daVyS5U+09z8tA8Z5BpaA5yXzm2ko8lLTGXT50ik/H+YD1phVbXbgbTTgbC6Phc0BtcMYCAjPsFLyVLYE2od4ZFe0BAPTkEm+WbiMNaFFtM8a+PILBAGjj331Bf5j6b2yBWkiKdwcDYQrSDJwBQDBUGhcHao17ciwg25DWtN+KOCnKkGbnmqm4OqQZODNWDdJadvWnn2+hygZpu8sD40K+iTeNglmxWMSmTZuwa9cunH766ZgzZ46odt3e3o4VK1ago6MD3/ve9/DWt761Lll/DFod0CaYjVSkY3h4GFu3bsX27dsT0YtJkybV3E8QBAiCYNyKZY8GoI1lkemxBjMZwKiEsQllSQTsygAAIABJREFUlMQ5OACjCouecEhA9MY5YOaBQTbPhukjKeIswJoW8tdUFKfEE7RUJsCY+cyKaW8dw4Fe1tyoTPlLHGQSaEs8avRzHAG0Uc9YSuTEHqPj9RP6jGMXjKR8N/vvKJYBiAMmCQITr5mgFgpUQM0RHPHMGnXs5srlcv7vnfP8C6qjpfOXrzV7dd9cF3ZfYSjfF4yXzOdNs4tdG0+aG9aoXPXHhgAhE+rohD82uKGNcYNCwIQ7BmQdMs4DAQkeiXMAiL6GzgEho7kRhwrFNrqI4rarxcKe0MmDitrK343gcLNDDVWvJTpFYc2yoBxqaMNWVIY1A2Wp9v1GhId/LgYmrFEIxgmGVArSGg6Vz19OraOgFgwrNB0o/Uap7Qykte4uhR7aJkEaBTPbJEhr3VGOkyVA5YW0HWkZ+coHCFhIe2jPv6aadXZ2Yv369WhpacHFF18sLnoPDg7iC1/4Ar761a/iwx/+MG677bYRzcPq9uqwOqAdwyZ50GoJcSwWi9i2bRu2bduGyZMn46KLLkpEL0Zq46nkeCQqjj09PdiwYUNSZJoqVAI4olpmtcCWLNqRTRa/0r62ftj2tUAc+PwZpfnaV1ItKtFbJqXyCOFfKUl2ZiLLncfAXFAkk7VQiTlpDrjY0JfKGyLthImzI5JRC7QZUREoN9SQgzazrUqIJCtpXw32JO+SUnK+Whyn+7THGsX8/1cz+kwMbM+ZNcmznx2x9nvBNDM59K1yc88ln9dMKT5ME2DvPckzDK1dr1kirV8Zk27IZQ51zBrmCJTgLEtbXnUxYztmLYj3krFDTIAgZ+WpaeanKbbq2vLOOK2R3iCBsKIHupzjDtrwVbn2g0H+GjWwpgP+/sz1Vo6LWtw2+cOVD1psdvc37y0dz4WkhsPp36npQHmsBT+ktZTzzYKoOqT54MyYDWktO5jIoiqQ5oAZVyrFgrSHOr6Wam5qox48eBBnnHEGTj75ZFEE5PHHH8d1112H1tZWPProo7jooovqXrNj3OqANsEsq0hIFEVJkmprayuWLFkyakUFx6tY9EjP3d/fj02bNmHPnj047bTTxCLTYyGZz7bngKjWvrOAmS+XDMgmcW8s1rywgZH4Jpu9K/pc+J7UngvvAsQcNcmTVmqQPm8iIMAcoyKdUhpzxiF40qTxZgG3TNBGvDBOnTOlRDVBDtq8uWQjATNABjM6WaLnMZ+N81zFzGQtCPntpr09RgpixuPHfQ7pGoo1nCtdAjxj3LMql5NBz2xncuCSgrz2YoUn1NHdoREMU5ALEQ4RifKGwNnGeciAktJjjnrT8gq5AY1iswUIrwA4S7WVHp/9/O9SbB2ZYE+uN32iqJm/N4Lh9HnDMlzZoMZZOKBgiLLYKrcN+1UK0mw4A4DcgEpBWuOhyv5wyA9pBs6Sz8JAWmuH+51zkDZpZ1SzV5OCmVYqna8rQJp6ebfcKfOssuFMa42dO3di06ZNOOGEE7B8+XIxoujgwYNYtWoV/uM//gO33norbrjhhnr9sAlidUCbYFbNg0bVCM877zyccMIJo7pSM9pKkrWeOyug2UWmZ86ciUsuuQQtLS2pNuMOZkJ7JYU+ZS0ADZRzyWrwmEliHswKu+QBM22d3C27D8sTwNVuslf5bQDi2gI8FBkgSgObfd70MYHtfZPyfgBHxlkaUxZwM2NMJhPUQxKR/YD7+/vqnPkUF4kQSeoc1cRIRgJnHNyY34aG/tFyDdJ46DPIIzqS/O0rF5CAIjmf12smCJVIY1aKD3UE+AUTLu9wOKosljBeVlWIUveb6MVm7nfWc8Zs4yT4gRKcGcsNlMZWCnUkx+cVAqL0GDUoN/wxx4Q1MqGOQAUAitYjnoMz0Tw/c66Pya9jvFIARLXEoAgEPZXvrTCp9P1QOLOt4UDlA1BILMGZPcag3C5Oec+S9v0mcoA/V67cHxceKkFaSzlliwKzDWnN+0r/VVE2SMuSk2asdTufj++DNLXNA2apgZTDGXd9NbW5t7cX7e3tGBoawqJFi3DCCSewh8dxjAcffBA33XQTFi9ejLVr12LevHnZzl23Y8LqgHYMWy0hjnEcY/fu3di8eTOCIGDVCEfLxtuDZoBKSsDlikzTOO9XKpgBApzVAmZAerJnJry1hjJyYJYLeNl60tZAgmZCqqT8Mi78SoeyV8xAjwNNgYJmVufNPvucxrhzA2WIsnaJuW5OuCTn/aK5WOUwTDDeOF05r7Zmjsm4PVBXVYSEgzob1CRP10jADPDkp+m0B8wRXRH6FEsFeEIn6XHVviP7GO58tUJbGHi8ZgF/nH2tWc8KUaLfuhZMyKPOh074Y7KdnC9qYQRCRghnyTYm1DHm2jH3K+cl47xpQHrinyvP2XXAV7vQAVBoIxtrfE2q2JX1L7RpL5xRy5dhTRV5D104RAHMeMq0A2e2Ne0rgxojypy3SoBxBcHzh0v/5RQ0DbgZUGvsquzjcs2CAtBIajxLkNayN30tVoM0Ccxso5DmgFmgvEqrD+38SurvKIqSecVpp52GefPmiUJpL7/8Mm644QY899xz+NKXvoR3v/vd4nylbseu1QFtglk+n0ccxwmgGJn4TZs2IY7jRI1wLGObxzMHzVaRpIW07bDOSZMmsfl2rzowq9YHnTyyq/AB6x3TzPmU1jKYGbOBJevqvJCjBvCr9gCcoroVoZD0tW2gyRveSMdnctTIIYGdRK4AzUwmaTtuTIAAbdbvpYN0Hlx6PwNtcQWkkhDLlLCG8RqS743mfHFQR68jmhcmQZEPzCRPkQr40MTEg+VRiuTOx+WN2H9ngbZaIEyCNt8EjPMgAp6C8PQ3qkjrK0YhUje59z17H3vuV1sgBCiHOtJtebc+mrl/c1RMpBzqmD5eOZCVFc4k48IVpcm92W6DCpB+DhQpvBFTwiVPwwaLZZ0IyWMFlOAMSMMX4MKZbY0Hym1b3H05i1tyA2lIo585LHs1DagZOAOAoAxjHKg17wViTs2RQFrz/spvb9ejS0J1y79ba0fpS6DPbwnSssCZMa0Ugi075QbmnATUKJwdPHgQ7e3tyOfzeM1rXiMKexSLRdxzzz343Oc+h6uuugrt7e2ih61ux77VAe0YNsmDBpRUGQ8fPoyNGzdieHgY8+bNw6mnnnpUVmnGM8QxCAIopVKAFscxdu3ahU2bNolFpk0tsziO8fa297J9v6LADOAnb7QP8xlrCFvkwKzUNnBzyaQJnb3diFYIK/ullzOTMyZ4rTg5eUAGORuObCgSJ2kh374yVtccjxsj2OCFNsMctJ+cSimR8VBnTsDnqSVwZc5ntUk8YvZ3ykGdrdZIQQlgvFueBH7PqrQovkHPZ9r6/k7O5/GGSX1I0v5cf8aqPVvZundVYuzoQpfxvEbkWNGDXg4pptdFLmDl9jnLGurICowI9yTnTTOeMxvaSmGN9J7gQxjjnHK2F5h5cjU4c7aToeZ63TYG2iQ446IKTNFtA2hFIuynuPTEPpV4qmh7oAJVQAXGDKjlGG4xIaOcN83uMxjm9wVDPKQFw35Is+GstF07z9a2XcW0wFKsvZBWC5gZC7fuBlQATcOmnYGXvGkUzIaHh7FhwwZ0dnZi/vz5OO2000QRkLVr1+LjH/84enp6sHr1arzhDW+oi4BMcKsD2jFuSqlU1XcDKM8++yyGhoYwd+5cnHbaaUe1Jtl4hjgqpZLzZykyDeDoSeYfTTDztQVqAzNx4pZRlVEpMTyR71cAMAZ6ROU6T9gjnXD5TMw1c1QbGQ9ZFmgryKGPSmv3PPZ3bnImbOg06nwpyCInzVVUx1ilR9uoqpl13tR3HBOw4TxRFMyo2Ick6AHUHs7o26e1LO0PpPdxpQOkSRUHYD5o8ylZcsfR+8VAcBjyn4e7x6vI7dvQZvJIFRUOaWC8afkAwXCcArKRwFmqXQ2eM27hRIc8lFCPWrE5O5xJZqDNXkzhAIqa7T0zwAbw+VzOOfvS5wkHhXb9pX+cR81YUzkPLOLCHnv847K9aQ1WyKKBOgpqrXvKi6E05NGCtNY9pS+GeslMuLoNam0v94mLdpKFW9PhjCoDpNlwprVGR0cHNmzYgMmTJ2PZsmVobuYpt6+vD7fffju++c1v4vrrr8eqVaucXPe6TUyrA9oEsq6uLmzcuBFaa0yePBkLFy5MQv6OpuXzefT19VVvOEYWBAH279+PP/7xjxgaGsL8+fNxyimnjF+R6bEEM6mfsQQztnaSBHHcxEkIWWQhzpNfxnhiRGADfdHz2x1TPMBkC1nkoc2exHH92EWD2T4cb0i6jaPEZ3sEIxdOzH4R1JLaWhlgSAon9HnNRgJmgAyDgN+DJ/WVNT/NF+4pjZGaVACeO4fZTmu/iaUohJy1XMh60rKK/GihlIV93xpwi/MBgiEKcUZkwg1rdLcFyA1qFJsq30mtcMYZt50TvQAqcObzLtmmyGVhAMo8awoE2KTQxqCQ9hDa+XDcWM15wkE/FFKPWrLd8giGZY+aATUbzsz5KaTZeWQswJW9aa7XzP1N23YWnOcZF8povGmmppnSuiqkUSijJkHaAxvuTCkw9vf3Y926dejt7cVZZ52F6dOni16zX/3qV7j++usxffp0PPXUU1i8eLF3DHWbWFYHtGPclFLo7u7Gxo0bcfDgQcyePRtDQ0OYPn36uMAZML4hjl1dXSgUCti8eTPmz58vFpk2eXpXHnct28+4SOYfZTADBDgbKzCTcsyEUMaq/VqrqDWpsaH0wudy0lSsnQm3BH2uYqPHi2b+EygnTDSIdCr9iObWBcU4tZ8Crgtk/v3UO+OIRFDvDQ2Fc45nZprmO/SKgxwhmCUD8oh7SO2MVZP290Gbr19fe8AFyKCcX0i/e0kYJQyEwtbZS2Mk3lYm1NEt1xCW1CEJpPF107htglec9aZVjjeFrOMcDzRxTjn1CgutwqJOLbloVhdUORJwoY3CWbLduhzzZM2ShRnmtWlywyQBFKDiPaNeNcD1ItqgxoVrAhVQY/dZYiBU5ENSc2ztiNnfmoM0VdSZIK11e2/q/sgCadXMhrR/+u/3o6enB48//jjy+TwmTZqEOI7R3d2N6dOn4+KLLxal8zs7O3HLLbfgZz/7GW677TZ87GMfO6pRTHV7dVgd0I5xa29vx/bt21P1u7q6usYtxBAYnxDHnp4ebNy4EQcOHEA+n8eCBQtw6qmnptocrSLTqfZ08sYAVFXJfDrpNH1oAhMcnB1tMKvBCyaBGRvKKNU7Az/J8gqCmF10UqV8MJbtHJlCH60JpdJuP6YPZed/WU0MGCbhPlQspewlqbY/CXMMmfPb11w1JUgn9C5mQu5IH9LzwUAvB06+Itu1gllyvhGIinBts56XtqdARr2CVPZfqqtmnjdS6KbxppWfByMtGm/CHc19TuG/FOpIgS9AOFz6HLbqYzU4S7bVGtbI1GOjz4hiszqisEYb2gycOdAmlfszP4UFTr7wQ6AswW/dMva5uNDGJFzS81ma9pf7YtQaAaCh17+/pVOzYahUzbH5QLlcQDmcm/7uBtJa9lQ+oA/SWnZapEvegRykVfOccfbQ9i8n/x9FETo6OrBlyxZEUYSWlhbs27cP+/btQ2trK37wgx/ghBNOwAUXXIALL7wQv/jFL/CP//iPuOSSS/DCCy9g1qxZNZ+/bhPD6oB2jNvMmTNx+umno6mp8hStVgttrO1oqjjaRaZPPfVUXHbZZXjhhRdSeXlHVZmxxlwwFYZu+FeWItPGtOZXzWsBM4CFM59aI1X1i/O8TDgHKLWAWemcTL9ion8GMCN/0wkZtxrOnY+FttCd3DvtbL5Q8v6kTADxECT7pdDE8u9Q2Z8W/UgmMCbHyPKWJH1JiwOMEmQ6340R1zD77es8oIlAI/XCjRDMfPurHVetbVZos3PQ7O9LUqcMAt6z2CC4Vjz5b1lFQ9hQR+n+5RZnyLZwOE48xHyoIwmLzCmEkSvHX1NYIzPc3IAWnyGFluxeGPtZQT1tnCdJCU7jXL8lFkJAj/Mc2ueSgNIOh6SS+Sk1xzLg2SDW0Ovf39hdVpNMwDs9iOaDEbsdKIEahbS2XQXn+c9BWsvLve6CkQfSaoWzB1/+UurvYrGITZs2YdeuXZgzZw5OP/30RB27v78fvb29yOVyePTRR/GNb3wDBw4cQBiGuOCCC7BkyRI899xziOMYs2fPHjNBkM9//vN46KGHsH79ejQ3N2P58uW46667cOaZZ/o/64MPYtWqVdi8eTPmzZuH22+/HVdeeWWyX2uNz3zmM/jmN7+Jrq4uLF26FP/6r/+Kc845Z0w+x0S0emGFY9ymTZuWgjNgfEMMj9b5h4aG0N7ejieeeAIAcMkll+Dss89GY2NjSiQkjmNEUYS/bP07Fs5UGLJQJW1HGPKFo6u1N9Lb5X9ie6lwtOQdywhnOp/j4SwXlP5ZY9O5gF9hZ7bF+aAyMbP7CJUDZ6m29vZQiV4zPodNIVEetJU4JWGQoPxP8f+c9hnapPq1/nES68k+BXZFm46P+x4QoPKP+z48lgp5ZIVWPKE3QVBdndA2ycMDlLxo9DeKo9I/s4+2GYlMP+CHL0kGf7SsWv9UNRNwxUjsPqTfIAwqoY72P7vP2PJmSos2Hm+aiqLUPwQl4Lf/GbNzJ0t9cN4wCe6YhRzr3g+HdPIvKJa8ZPa/oKgd4AN8Czn8dgDI92v2HzVfWKOKSxBl//NZSizEOsYnwR8Olf7lBuEU+qa5auGgFQYpiB2afhqEsEdzDgNnqf6HK9sMnNHtthlvWsveAlr2luYKVOUWSC9ONe8oD4zLhSX3W7Bl5xHDWWdnJ5588kn09vbi4osvxty5c5M8dqUUWltbMWPGDNx+++24/PLLMTAwgPe///34z//8T1x99dXYsmULbr31VixYsABTpkzBa1/7Wqxbt66mMWWxNWvW4GMf+xh+97vf4ZFHHkGxWMTll1/u1QF46qmncPXVV+Oaa67B2rVrcc011+Cd73wn/ud//idp84UvfAFf+tKX8LWvfQ1PP/00Zs6ciTe96U3o6ekR+61bbaZ09hfRGL6x6jZWViwWEZGJinkInHXWWeMxJBw+fBj/+7//ize+8Y2j3jctMr1gwQKn5sgLL7yAxsZGzJ07d/w8ZjULhgi5JzWELbJtLShLhX5UUXOrtk3ygtWSZ1aLxwyQQaTmUKVqK5kZn5nJBK1Kc27ikeqnIO9XsfYeryJX6dE5P81Bs48f9nu6uSLGmfdzoY7JPuu4LEWvfSIdUr8+G0tAq3WlXCkZgqXt5nlBz1XD84gtexGqbKUzzLZaBH+EZ0axmXm+1PAMkEIguedC1CiHNo7Eis1uGJ5ktvfM9pL5IMzOSbPDICVhE8AfomlA0xZfSe3vq9wXXBHxxu7YezwANPTyX4LjZet0BUGM2e+G5t0lMHPyy7j3gVJQW3dZf1b/sSmYDQ4OYv369Th06BDOOOMMnHTSSaIIyNNPP40VK1YgiiJ8/etfx6WXXuq0NYvJa9euxdve9jZMmzat6piOxPbt24fp06djzZo1uOyyy9g2V199NQ4fPoyf//znybY3v/nNmDJlCr7//e9Da42TTz4Zn/jEJ3DzzTcnn2PGjBm466678Pd///dj+hmOEav6IqiHOB7jJtVC6++vvSbIaJntwRott75dZLqtrc1bZDqXy2Hl4s+y/dQMZuYBnwrPUjWDmZlQaR2nXxrVckqcHLbQDZOSoI94zJRdDJp6efLu+XQD369XMp+K9+Xd7V5lRm67OZ3jmRLajxTMfO28HhG7nbXZ5IAxIZSpiRyb41XpiIJsQKCMfp9UAp1Oom3ZdOo9K3lK7GudyZGyz80VvbbhyhEcYTzrWYpe2zlpXH6aT96fMynPbDSslrBH8bnDeNkA93mReNlMDho5txDSLNUkhFJu+KPxppHtcaPbt7hw41mgca9XhVBQTo2oV74GOAOAkKnnZe7PLNL21GiNNg5qADe00XjUjMAJBT3AFQwxni8plBMAQpJ/Z/drewFNnp4NWjacASWvpf15DJxJxzd1VT4k5xENhys5a82dpQ9nPGSOEm2kEYcqgTOAyS+LdOrZqba5HjPnfWsZBTOtNXbu3ImNGzdi+vTpWL58eVJLldrhw4fxmc98Bvfffz9uuukm/MM//IMoGNLY2IglS5ZgyZIl7P7Rtu7ubgDA1KlTxTZPPfUUbrjhhtS2K664Al/+cin3buvWrdizZw8uv/zyZH9jYyNe+9rX4sknn6wD2ihZHdAmoB3NHDDp/EAJqo5USZIWmT7vvPNwwgknjFqR6dLOANqa2Cgz8ZdW35SCZjwDfIgjAzM6rll6n/WaVVNskyCsyrZkOz3eFL0lHz3OlSfM1m8iTtTsF6o2/arU30nbQAj5o2CmK+1ZG41FAl9x41Q7ezzKUXpUzFhT32eS42V9T+U+AgHKHFERTvQDVi5aSCY5SbtI7BtABYKk440QhU/Eg17fxuPlK3qdRcgjCPzqjtTG0oNmm3Tt+a5JCR6DwFkoKv3X88zgFnjg5pDW5DUzeajEy6lzoaOoCJSeD6oQpyBN9J5XEQgKLZiLw1J+GjUOdkoDZvq2NnFeqVqgrRTW6AKSlHdmf1f2ccVmt+B2ZYykfytfjsKZ3a8UjmlASxqjOR8nvGK2F5tUCs4AWRCkdfcQG+bK5Zs17zzsKs4KkMbBmTEO0iic9fT0YN26dRgeHsbixYtFL5fWGj/96U+xcuVKzJs3D88888y4RSpxprXGypUrcckll+Dcc88V2+3ZswczZsxIbZsxYwb27NmT7DfbaJuXX355lEc9ca0OaMe4SR608c5BA0rhiCMFNFpkeuHChZg5c2bNRaaBDN6xrNsFb1eqf3uSKKxeZ5LeNxOoUFgZr0WxkfGaaXM8ndOaCVmMJN9JWm13wpDK/et84IqIUPEMI2RRxWuWqhkWuCBnJlhjCmepgVnfIfWMeZQeKailzN5nAV6yyQI+tq+q+yvQ5+wLLY8JAzk6VGnhEApB9vEhI2JRrT5a0o/1A5o+fIWhfUWhfXlrxrJ62kZqWQAMIGqZVeqaSf3Q2k21ltowOaj2NjMWqkraKPVRPUxRFYxqaICAq2GYU4lHxRxbS9F6oPQccHLRku877RHKotZoQ1ui1sioGkqhjfle3qPFgayxhsNpWPNZrt/c23KbvA1/TGiiPUbufI2HKx+OE/0wOWRcYXJOECQoPy8oqBlIa+ywcpyMOI7dzoI0taPDOSdnBtIomEVRhC1btmD79u2YNWsW5s6dK8rhd3R04MYbb8SaNWtw55134oMf/KBTW3W87eMf/zj+8Ic/JLn5PuPmUnRbljZ1G7nVAW0C2niLhCilEIbhiLx4Wmvs378fGzduPKIi00DtYCaHLdbYXgKzGqT3ZU+a1TYiMEjrcuVc2Cptd8/HrqDH5ckb7TdvlBytbYoPYwIE2XzTVKolppEKHRTVGY2z0/G+jR2YOUMwu+gptQtLdFIYcPln5jPFPNglIFbU/v1R7Mr+2545Zn/mGmk0FNKYuVekOmZ20eVqxkGdBG1au2BWS6hqzWGtnvZZwxklr6Ix3+SPeybR+9qMR/Ko5wLeqyQ+ewLnN0/KbTjPHslDxokPMeF9xVKIG5ufGSqEsUZkTfyzLtAYeKP3oRSamHRjDYMKcqhYs+DDeaVyAxpBeTsHek5YowVX0mfMESAteKCOhiZSgDTnM6BmwxngqjY2dFfe8cFw7EBa4/4S4XLvhqAYO5DWuPOwG/LNQdrLu13BoSpG4ezAgQNYt24d8vk8XvOa1zi57MaiKMK3v/1t3Hrrrbjiiivw4osv4qSTTqrp3EfDVqxYgZ/85Cd47LHHnBJD1GbOnJl4yYx1dnYmHrOZM2cCKHnS7M9qt6nbkVsd0I5xeyV60MwYagW0Q4cOYcOGDejp6cHcuXO9RaZ9tcwMgGkaXlZr/llAJohm1a5a/lnG84or3YG7ol2ZZJlcm/ILK2uOSYxESt8Jb8oFKal0HfAqjgD/opXk3s3L115d1oEQxsStiGvI+WfSCnqyWF7DRNxnWcCM22c+MxPul/o+mHDE9PdF9sc6pWzG7rfgh+1f2O/UP+P2RxG7r7JfqMMFlPPXKETZKwfMfgBV889orTD7fFxf1EbrWqlZ6GMEhWulnNUavGape9v+7KH8fOCMq4Vow5a9eGDAzFmwyJW8uvQ6Zj1kZFtYsLxHBIaivBJ/P85zxilAGmjz3+d8CGAkFOYOrHHaoFds4otUJ+Oz1BB9Ah1AxWNWaFYp75ltuUGNfF+MYiP/2+YGNPK9EWJhfzisEQ64BGryCeOGIIEzwPKekveHDWkNe8qeM/MesX9vuxzF9rLXLNaZIM2uaQYAw8PD2LBhAzo7OzF//nycdtppoleovb0d1113HXbt2oXvfve7+Iu/+ItXnAdJa40VK1Zg9erVePTRRzFnzpyqxyxbtgyPPPJIKg/t4YcfxvLlywEAc+bMwcyZM/HII48kuXPDw8NYs2YN7rrrrrH5IBPQ6oA2AW28c9CA2rx4dpHp008/HUuWLEny2IxlqWVWq2csyTWj0CM89JWZaHETOq4AtbNiTla0uQlk1tBFM1GjfZSBzUyyknh9Ty6JYwHSta1QAT4HwpiwFklKOwE5GgUXgBW98K2Ks+GECq4Xy2nEeaxq855kArMa9wGoJMwLXkEux8zJLwMf6piGOjNZrhzj1D8DUtdWKgyS259MqphQxWpFrbVnf5FxQ1DPGgdtdKzMmJ3+qFExHsm40E/p/Pa+rGMGhBqI8cjCGTljVR55QZIkB415Rphr3L53s3jNEkGd8rXLKZd6PfHESiGE/I0aMc8szsIh7dyDtqdNCltWEZCLXKAKPAKjvrBGKlWfgkHPZdl8MGb7A4B8X2lfrlx3zga1fG9loEF5vw1qDd3p9zr3fTbtGWCvNZqLCACNu0tX0wpNAAAgAElEQVSiFlRwiIqAAABe3k1ChP2QZsOZ1hodHR3YsGEDjj/+eCxfvtwpUWRscHAQd999N77yla/gwx/+MG677TbRwzbe9rGPfQwPPPAAfvzjH2PSpEmJZ2zy5Mlobi7Jhf7d3/0dTjnlFHz+858HAFx//fW47LLLcNddd+Htb387fvzjH+OXv/xlEhqplMInPvEJ3HHHHViwYAEWLFiAO+64Ay0tLXj3u989Ph/0GLQ6oE1Ay+fziKIIcRyPW4y0UXL0GVdkmiohjSmYUdPxyOX06WQrDKCtiadSgSyPb/dt9yOEJrHiIFIBavOCczwj4ejklzghim4YFMCDXDW5a28haHubtSl1jOLbuB0Qj6fm27OApTz77GZVpPLZYZX79srsJ94j5f4WgarkurD7gwS8tFKO5wRBAJj9QeBMyG0wSeWqUROLXpOFEaACa0kOJnOR+KDNtiOBNrtPAUpT232Fpu1xSO24zxlrGcDCAGxRvFEAM197vj4iUxcytp4RznVVulbovSyFJSdg5hRkr9x3NvBVU3ENmbBJzuPFLcQYT5uBMxoayYY1DqZVV6Mm4kWiAGaHNfoUG4fsPtPjsPugAiQGzlLtyyAmlfwwoJYbdD+gEW4xoNZwsOQ5S54tNNfM8qblOyv5ZiqOZUjbYYXjEUEqDtKo16yvrw/r169HX18fzj77bEyfPp39nFprPPHEE7juuuvQ3NyM3/zmN3jNa17zivOa2XbPPfcAAF73uteltn/729/G+973PgDA9u3bU3PB5cuX49///d/x6U9/GqtWrcK8efPwgx/8AEuXLk3a3HTTTRgYGMBHP/rRpFD1ww8//IoF1Vej1eugTQAbGkrLT8VxjIcffhivf/3rRenXsbZnn30WJ554ImbNmuXsGxoawubNm7Fz507MnDkT8+fPR0tLS6rNWIBZ6ZCM+SHV+rIf2PZLRcpXq6bamKpRVmNIJLf6zUhgA/78EmpcCBMgwJbwucVQRGdy5m8vrRRXREJIA+l9aqczkSH7PGO+p6PXozYCMDPn84EZLQrMthmW2yhPbTQA1eufeRZfEm+bJIxiIIcLZ6SCF/b7q1p/WWw0xEB8Hjdpnxj+KLT3hT/TcwI1gxnNQ1XEO5a9n4wCQoD4WSWPu9iPdG8z/cdmeCMIbeaUaH1iPyrmRTR897kvV5aCpB3ayIVkJufzXOImLJELXcxZnrOI2d9wWBYDSfrv5aNm7Osnt++wdVLm3UWv8d17+ZPR3zRQDpjFcYxt27Zh69atOOWUUzB//nxRuKyrqwurVq3CD3/4Q6xatQorV650InnqVrcarOpDp+5BmwCmlIIN4kEQIAgCFAqFcQM0LsSxUChg27Zt2LZtG6ZNm4Zly5Y5qzFHAmalXcqd5MEHWmZ13/WAAYCO40poI8C/6GPL80bzzxqEB7xPtVEYS9U+TFc51zsGKSxJrHUm55c4eSSBciS3ASBu4Arb+p9Z3GSGExFwFRSZ4+i56AK8ceB4oO2ogxn8Cm+VMEiycm/y26xaVZyUPyu1DyTXS3J9SPsjRkofALR26mSlJsyxZhQgSS4UV2TaDl9kvIAiFB2JGEg1aXwpTNZXtyzrPc2GMmoZ8KQcVHr/Gk+nMDkVZfbFMMcawAyoGc4SFVfmWZPck3aXUlh6cslRT7/nOVT+jNwiiHScOQ8NR4w9HjAahmmHCnJePhPaGAzHLEABQDholSEgbeycMRq6aMMZAITl/eY8Bs7M+YE0qOW60sop9Hoyz4awqze1HcXIgTQVx9C79wKnniTDGeDc+xTODh06hPb2diil8Cd/8idO3VRjcRzjoYcewk033YRFixbh+eefx/z58+Xz1q1uo2R1QJugNt5CIXaIIy0yfeGFF2LKlCmp9llqmQGQvWaiyl9tgiFs3TIb0rIoMNr9U3Ch+Wem3yzjsSewuRzrOdAcELJhSXzYmfGwOUVpm7iVTsk7VoZBGkJphcHZEx0x1DHJpSL9q3IYYrUQSQ72qKiGAG22NL3TL7eKbgRkqsDXkYCb8oGbOVbKx0qKZjOhjLBCJYXjK6GUzHWT1G6r/CCphYCYHJtsj9Pn4u4B6qlzfg8lC4tw5stBlEIT6XZfaGICwGS7GbfkGZPGm9EzltxXEmgJCzFOofKqnjQBzKi3yYZqrn0VMHO3c2Bd/q+CC8CB8oY1s8+GULh3UHlO0HswzvH5sOYctE6b8bBxizAmVNCEPHJeLgNHBqCACkTZcAZUIAyQPX92G85Cz34zlqDPrf6tClHqWgz3W14zKc+UXls7O/x5nACgNR7a9dXUpkKhgE2bNmH37t2YO3cuZs+eLaZ6bN++HTfccAOeeeYZfPGLX8R73vOeV5x0ft2OXasD2gQw6kEDxh/Q8vk8hoeHsWPHDm+RaQCZJPNHCmbOZp9yWkBe0GbS7VNh417o5fwzWhyTnWyZ74LClp1/lgp/9IsCpNQYBQgrGRem6ClKSyYURn0ttS1QvCAAs+qsIl1ZJSeTGEmuP1vdMfZQ65iyJyjlNZNzhrz1y8gxtgiAM1YOrgwXUJC1c+q0H8yASl2hykEEQoknwPa+qWLsApt9PLcfKE2cOI+XOYeds8Z5vsw+tqi11ZYWYY6Zc3LeKEctUoAw+7zUpFBjn1UrHu94EbPnfQJg084AIG6Uzsvn3EmhzpzXuzQeJtwv4sMAAU/Is+1h83mu7WOqlNhgLdZu1QuP10y6z+JQ9pSrmPGYmSgDYbElHK6osMZMOKSdj2Z7uXzhyuFQjHBQ9qrlBuTQxVx/egGERk7ketLwpcn1ER4eqOyjsF8Okw66+9IDYhYx9N59pWNOmVnyniUDir2QZsOZ1hqdnZ1Yv3492trasGzZMid1wlixWMTXv/513HbbbbjyyivR3t6OE088UTxP3eo2FlYHtAlq46nkqLXGwMAAOjs7cfDgwSMqMj1aYJYcY4c/ZlVt5Iyb4JBJiREJSaCQCgyI+WBM+KOZqHIeOVYljRm7db6UaqIQ/hgzq+5yYWkzMXHD3CrFZ60XsvTVKsVOlLQCIIVP2YdngDbXa1beoPn2Ur+mLafOlpzDl0dGoZemVAgJ+8k5IiPw4Z435QG1+2X2p4DNwIqwv3Qs9WqRcVFgBCr3WJb6Z6atDWqaAbpkH79IwloK/kxfHg+ZI3CRxdNtfUZ6L5tnigf+6Pddai8Aj+AxA8B+V6UJuF8eP1M/uYCdXYiLMZ5cMtETLw2pxnQyexzOOUIlhyrHGgH13idh3vwhQdECME54xLrnqTiIZPneyv1GFRNtrxnnVcsNyKGLFM4AIChDVZwPHTgDkOSu6oYwBWcAoKLIgbSgq+w54+6bKC4tZpbhDAD0rj3u9cZA2orvXYkoivDkk09i0qRJaG5uxsGDB9HX14czzzwTJ510EivsobXGH/7wB3z84x9Hd3c3HnroIbzxjW98RYuA1O3YtbpIyASwYrGIiKxmP/vsszjhhBMwe/bsozYOu8h0f38/mpqasHz5crbIdBzHiOMYVx53Ld9ZrWA2kmN8MMfldmQtQGtgpdYCtLZ3zJ7wSZNCbpInhURJIU5c+KMwPtrWTFbEFW5mu7SKLYY8ZXhveieXlo0010zsj4Mv+zP74MwX6ljFY8bl+yX92sdyoYr0WOpool4xm/M4TywntU9N6+pgJgl9ODlnGQVBRlJk2jdJ4+7lWHtyyap7orhFEqe9FLJobU/BtiTsI3m67PHY/Ui1z8TtfOiez2tVyTPjt7PGwftoG+fxtSxVp5CWC/Dcu9KzjH5ndh5f6BMDqnIrhINF0SMaDlSia7g2YRnOpOsp7Bnw7leH+9jt9rss7qyAGbsY6oiABInHTGuNwcFB9PT0YOfOnThw4ADCMEQURWhsbEzk5vfu3YuLLroICxcuxODgIO644w584xvfwHXXXYdVq1ahtbWVH2fd6nbkVnViUvegTVA72iGOtMh0Q0MDduzYkYKzWopMS+bkkgVq9GDODrkgE0Zl6hbRl4YwcVOc2AcgQBVzm5ZXF0v9RdXbC30nEyQ68WZyzXQuyAxnQGWi4oQ6mjpm0ljodiVLtGeBL9bjRidOUq6Zyc0SVv7ZMfkk5eOKpDYHrkcFzJID6OSRcfWZSXKR5INZ+735bbYUP5ffxsnlm89Rrc4Ym1sWuOBvX9vmvuYum0DxYZnesOeAh8cw5BxRTmiiSsQ5+NDfWkQ7VBSx23Uu4EthCFBW6szdFDUJgkHCPRgUtbMv+dsnwuGERpf/67sH6W8uPdtHAdyccG4BJO22XG5t0sYI7NjDFIDW3hYMR2K4dzCUvo7t0MRwsOIZCyy1VgNiNpzZbZL9lufMhCma686Amb3fEQTpqkjnOwsY5XdZvP9garMjxgU471s7nFEphWKxiK1bt6JQKOCCCy7AtGnTUCgU0Nvbi56eHjzxxBP4t3/7N2zbtg35fB6tra0IggCf+tSn8Jd/+ZcIR1IofgT22GOP4e6778azzz6Ljo4OrF69Gu94xzvE9u973/vwne98x9l+9tln48UXXwQA/NM//RM+85nPpPbPmDEjqYFWt1eH1QFtgtrRAjS7yPTs2bOTItP79u1LQiwzKTMa41bIqwHYSFQbqZn8MzqplWStufpnSlUXH3HqpYV8bSVuZZ5O5qjQCJmAS1L7rCx/OUHe8aCYosaFKJ2fIAqEWOFytodApUHOTDzYcC4gmc1kLVjrHG4mTrZDiU407ULOVQQ6knYxA6RJLh1ZPKCLCZ5TGMU47vvwgRlQTfWxmly+7SKjQFdFfIOR4jfjZ/PWaB+pWkYcBDH3ABvOKNxzMTO5t9tyoiXcPvv/Jc+YcB1rITdM9JgxCyTJvUIm6xKAcR6RoBDL7aWwZS5Er1AJV4zIcdICTFDUaTVD2k7xzwwo/wING2bIPZcyQpso9hHDu5hgjznrcyQo6pRKJP1tDDTZ+aPm96dwBlRCE33nD4YjBIMF0euVO1T2ijH3kypECHoH2OvfhrgUnAHphcayUTgzZhZFU+9crfHQnn9NdxlF2Lx5M3bs2IHZs2djzpw5CWzl83lMmTIFU6ZMwYoVK/Cud70LN998M5555hksW7YMU6dOxWOPPYavfvWr6OnpwVlnnYUlS5bgiiuuwN/+7d+y4zpS6+vrw+LFi3Httdfiqquuqtr+K1/5Cu68887k72KxiMWLF+Ov//qvU+3OOecc/PKXv0z+PlrAWbfRszqgTQDj4qfz+Tz6+/vH7JzVikwbmf04jhFFkRzK6LMjCFlkPW2cSQIR5e/UeWlUATBNYNERCknaV3mY0kl5GJQU7SikcR4vIxjCqCiW+o5SYxDDkEjfZhKgQ8WG18QMEEphPQlAET+br8ZOMo6M0OZ4zQzIGKU67hhPrplvApeCT7rY71GTpFLeDth4JpdeMEuKQDNeLwjwlXW/uX7oTxUz4/cVbbbNeKirta1F5EMKP/TVKhPFLcoLFfSeGmFoov39crmepbYSgLnbIzrBJ3lQVPyBy48CeFgLC5anjNnP3XthoQJl3H7bu2xLyutQiSGOQVGn7i2uiDOXD1oN2rxF5rlryy5pE2kRzql4jx0eSu/71N+SkmQhTsRCOHANSBFpev0Eg4VyP2mvGAAE/ZbXLDLPeWt/b9lzJikuHu6teAidYtNlsZOuQ8yncs32plE4279/P9avX4+GhgYsXboUbW1tbB9xHOOBBx7ALbfcguXLl+NXv/pVKt1Da43t27fj+eefx/PPP4+DB3loHA17y1vegre85S2Z20+ePBmTJ09O/v7Rj36Erq4uXHtteg6Vy+Uwc+bMURtn3Y6+1QFtgtpYiYQMDQ1hy5Yt2LFjB2bOnIlLLrmELTIdhiGGh4fxl61/V/tJxjL/LBEbMOGDZJVdWgmP43LYIvM2F2oRpeDMBq4wSIdamRchB1uOJHH5NzWgRlf9pRV+DsKiCAgCJqTHiKdk6MNqT9UCEaiSAjadTHi8ZlztIW+oljkVhSAtjNdWaKTHCONSsWbyZFSyz2lvL7YLgKVinf7e6VfEQZ3xKtYaCumoOnq8apGWvV+xB/pM1CInOAKk2zshihL5en4/e58kg0/vVY/ojx0iyCqhmr9N+G6G0MRkoiuEJUr5QVwNQmnhwigBKgty4gbFKgSKHjSpFq82+7N5yoDK9V7kahdav7stkBHlFRty6cvNSs5H7hOu7pgX2iKdlO1w+uZqKzKefXq/SF6soBj7w5+5Z1/O/s6sfE/ru9E55cAZkH4eO5ERqPIcsI5RA65YSArUDpPaZjSyA0B8sMvquHoEBAWz4eFhvPTSS9i/fz/mz5+PU089VRT22LRpE66//nqsX78eX//61/FXf/VXTlulFGbPno3Zs2fj7W9/e9XxjKfde++9eOMb3+joCWzcuBEnn3wyGhsbsXTpUtxxxx2YO3fuOI2ybiOxOqBNAJM8aKMZ4lhrkel3z/ho7SeppsBYwzE1w1ysXZl9wB+2aF5AnLcLcKX2pRX9ZAzMhJIJERFz0AAnzNEcq4o6PdmUcs3s7fYKcKjIpCBw2yd9p797M9GqrIwbD5Z1rOfnqgnabOZhPVfuIb5itlkBK7NYQCDsM9wRxTIoasvzwoVC0t+eyOlz25PrPRWOSkO4hALSxqRcPaV4YRFjMQNbdFzUuOtNqlfmCxcGgChmc7d0EGRXTYy0LMzRxJMPB2YSgLHS6dzXlVeOwh8ARA1stx4PWum/4TC/nT2mDGzhsHbCF6mXy/QbN8h1yox0fcRApr2/1D8PbV5BIKSBFoBb2kKqG1ZrrUK7XxvqaISHCHW6opwoXJOhVYfMUVEcSs8BaB+25wxwr2/VaxWg5u6jru7yPi4Xu+w5O9Sd3u4R5FndeQ9pqrF7925s2LABU6dOxbJly9DU1MQeOzw8jH/5l3/BnXfeife85z146KGHnHqrrzbr6OjAz3/+czzwwAOp7UuXLsX999+PM844A3v37sXnPvc5LF++HC+++CKmTZs2TqOtW61WB7QJaibE8EhtVItMSzYSMEtOnpbNr9qeOUaU2efyzAB5BZCTu7chjYIcV1QaEENEkv5tz2guJ3sGyHjMJF0Lwges0qO0Wp4IhHD9cJNetwspt0qaiNjGrzYLsJ7ympFzeVZzae2hRGKbAawkZNOIjnAFrqMYsM/vgBAjnlFu54QcOqv2XH2B8pg8UOdTmlSxcBwDdeKxPvMp8tUie+1b+JA84jkewtj8mzjmvWD5EGBu4ZoAjIOqMpRRDxIHLJynTAKbSIIy9jHkCoAkezgv1XDpvNw+Y+GwRrHRtx+AAqJGIWSwIIMbhTZ6RQVFnVp/4RZUfLURS170GuEMAHT6WcUBpS3kUWpTuSaUtY8KOlH4AtLhiex+qw817EbYJF415tjU+4umT5CweQCID1ohjVVSCQAXzvr6+rBu3Tr09/fjnHPOwfTp090xoTT/eOaZZ7BixQoUi0X87Gc/w2WXXXZMSOffd999OP744x1RETtkctGiRVi2bBnmzZuH73znO1i5cuXRHmbdRmh1QJsANhYetDiOsWvXLmzatAkNDQ1HVmRasiqKjQCy55IJ7b3H0DBHY1knfDS8kCnAKeegkTDHZHvIF+f01XWiKo9SHo0IcmXw4ARCjPcrVcNMShIp/Yfz5KgoW6hi6XgG+nzQZqJUGWiTRAYqymo0jCoQV7NVMT1J4yZx3P/rQHkByvUwps+ZdgvSzyGDkBfqqnkCfIBl+jHjtdc7JG8WPb9t1YQdxPuX8QTCc30CvGdMa75IexnKNJFrFHPDGt0+bAAz3hcOygDXWxbnFAsrHKBIUMbBlxTSaHvJKJxpz0xCFYG4WdhpnJhDPHgZz1U4rBEJ8JZ43RjADAql8GMOJoNk0YS5V6mwhyJetNhty4XvVi0iT3NMU+fl7zGzXRUi8VoO+4aS/+eejYG1n17zTsgifV/0pZUanYiNHiukkR5bfofE3UQshBPsAQCtsXrf19NN4xhbt27Ftm3bcMopp+D8889HTogaOXz4MD772c/ivvvuw0033YRbbrkllQv/ajatNb71rW/hmmuuQUOD4AovW2trKxYtWoSNGzcepdHVbTSsDmgT1Eaag6a1xt69e7FhwwYAOLIi0z7LAGfp5qOQf5bl/ILUfiISQsMzuBeoFZboiIZI4Yl0gkjj+GkOW5aCuTYoBQEUATmdC2UPGflcqhhXFPoskNP50BWLSA4ioY5CTZ8s4CZCm29+pLUbypSXAQyosppNFwvKf6soTodr2m2i2PXa2bk4RRvq7DZVQiHN98FCXRXv1Ug9X9K+QA7RAiCDmc8CJXvuOPgzoj4Zr+ekS8kzxhj1jJnvuRqYGSu2ZGzXJHjAmDka70Fj2gmPHQ7WggJQlIALcK45+zHLLTKEBSTwRcMawzJH+Lxi3Ocxx1EwSzxp2hInCc040l62xNudU869pq1rmhMI0kqVREDM6cklLj3rjHnDka3csFQ+ZPkapp6xJDIiF0ANMu9822tWYPbbC4sUzoB03nMPyTcji5IOmFEjoEbhrKurC+vWrYNSChdeeGFKLMM2rTV++tOf4pOf/CTmzJmDZ555Bmeffbb/3K8yW7NmDTZt2oQPfOADVdsODQ1h3bp1uPTSS4/CyOo2WlYHtAlgkgctiiLEcewUiuZMa40DBw5gw4YNGBoawvz583HKKaeIRaa9tcyOtlGZfR/8+WT22eZCzgsnRFAl50WpAKwggvGmOQWvPZ+Des2Sa4DOnmQQVVonHjJjySoxOUwKBVRRlA7bs48R1OmoBYXY6T9b/TMG2sLACwRO2KKZxEm5ZlFcmcgxv2uy2h3RfgN5hdzOXxNCIaVQTOcz238GfjizIds9pzxhFMEMVcDM7itrmLDHvJ4xaZeQP8pBmBHnoKIPYsgim/MlhyymtzFgxWwrMttiBlgiySvGwZokCgJAaSBibltOfAMoebciD8yVQh+FfRa4Of0OpaHNhB8GArSFw6U21MtGxUhS4h72goj1vFFF7VzXNniGw8z9YK/ZcfvtplzpC+ORK0TivREMWp4vpo2dT8bdK2rA9qqRH7SfgBl971shjWxUSBQj7unJvPBKwaxQKGDjxo3o6OjAvHnzMGvWLHHe0tHRgRtvvBFr1qzBnXfeiQ9+8IOZ5jjjZb29vdi0aVPy99atW/H8889j6tSpmDVrFm655Rbs2rUL999/f+q4e++9F0uXLsW5557r9HnjjTfibW97G2bNmoXOzk587nOfw+HDh/He944gxaRu42Z1QJugls+X3sKFQqGqy58WmZ41a5ZTU6OmWmZZjKopVm1uvVgzesbYY3ScPqcUGw8ASvG1WapNLsnEXPaa8eEhDvyZ47PIhtte0zDk1SKlEEipxlVgLRTbn6WK58xRCVOKL9jLCl64aoKZ1BzJyrVZYZdqkKkoPRmjK/KpsMUq9cjSfVJPXHoCWDkh8cpJEttaV1bK2VppDCgzUEf7LxUJlyeMXu9X7I5FVIA8gnyQCkQzOyVlUUnYh7n+qGqi+Uxc3hjnLQMkCMsGZlxeFg9wbjs2hLFGKLPN/HqS1L0xAzcRo9dgjg2G/QAmee8A9zMkHjPiaQsHy/nP5BEbFirtU7BlXeqO921QzhVTkU7gjtsHWJ4s+1Vhh0p6ahKmnpVMzTUnX4zW3yT7U55wLp/MHsswo9JoRXBokm9mokIMqMU9ltcsw3t99YFvWH2VInZeeuklTJo0CcuWLXNUoY1FUYT77rsPt956K970pjfhxRdfxEknnSSe55VizzzzDF7/+tcnf5scsfe+972477770NHRge3bt6eO6e7uxoMPPoivfOUrbJ87d+7E3/zN32D//v048cQTcfHFF+N3v/udo/RYt1e2KZ09vGQEcSh1e6XY8PAw6G/98MMPY/ny5WKtEFpkes6cOQnYGRt1MLOtxjDH0iFV8smytqfH2O0kL4PojcoQbkj7MuembUQBEuEcnMS/WKRbmMyKYiX8Zq4fnQ/lsWeYnNNJsrfQceo4OwRRamSFNhHIEz1AVvgTNekYHSqvR8kAHru6zXm+Qhew+LFmyEPjfoMseWbiOYXzjSCc0Qd5NYUsCrlkgBy2yAnasHXGRDDjQCpb2CI9loMZPqyRHQrfltzaRnJeCnmURD4S6BKi5u3QRbZNkifKHw8A4aCw3T7GRNQNsU2TEEf6LLBFRGzLDfAXshEk4e5nquSYkrNnPPHVapz55O5T4MUtzAxaXw73vhm0vijuHTlk7ydRDI5XjXnu9/a5faYGWDmnDWYAMDAwgPXr16O7uxtnnnkmm0phbN26dbjuuuuwY8cOfO1rX8Pb3va2Y0IEpG7HtFW9QOsetAlsklBItSLTwBiDWXISoqbosVrBrHIKxosmyexXjqr8bxjIYAaUXmrSRJcLiaPnNl6ZxMNnZjIG4GqU+A+UWyvNjFPoh13ZDVTJQ0I9DhK8ChCRPczRHUNmNUd7Qk9Dd6iHqjxZMhDA5o7Z14xHNtsZi5W/Rvu1vW9OnpfESdQTR69D7jtPhFr8qo8igNEJqe0NyBLOWINJ4ZZaKXlxQMolq7FgdNwQOpP4VyOYyTL67jadE8IXc76cxPRYbbDTQeW4oKDYNpX97rgqYYvlfeSzBMMl0EqFV4Z8aGQ4BFYshJPsz/dbHnNrwSYFUuXncVLv0NpnctuCgnZDm+0C3EP+8hScimKqaTWv2SB5t9tj4QTC7PftMLffeo4OMLRs5Y9VBTPrnKsP/r90N3GMHTt2YPPmzZgxYwaWL18uimAMDg7in//5n/HlL38ZH/zgB/Hzn/8cxx13XLZz161ur3CrA9oEMaWU40GjgJa1yPSYgxm1UZTZz2S1HKM1NFfkUwpbtCeQ9gvTiBggStdVkz6fUXLkws/ykseL9GVAjU6EzdhFNUY7HI9+BuNZyhDyqRS7OixNmp3DzbkNTHHHUbl5A5vmUIT6X/wAACAASURBVGbinpbdJxMssVi1kO/G9GFvsxP4nTZcDp0p+s397vYYJA8WE1Yq9kHbcQBmHHAjEfrwmFjeoNZcMvq9+q4VpPPJjFeIKwwN8MAVjxDCADefjAsPzAxmQuggp7YY5yWPL21Y/q/1EW0IA9KeMjtP0pyDhhKrYjlctPzIShVxl8IZy2ygc+mwngTkTF9xReFRahs1qESIRxIdSWq+qTRk2gI+tuc97OcXYsw9b0DPhrVUqHStYEb3D1UR/6Ihi/ReGyTuRyffzPKcMfdpXC5MnaWkDYWzw4cPo729HVEU4fzzz8fUqVPZ47TW+O1vf4vrrrsOjY2N+PWvf42lS5fWvWZ1O6asDmgT2IySY7FYTGRrTbFHrsg0gJHXMhup1eABKzX3PKCpWIg5RvJCeY6pFibIQpsEPDR0xBwbqFRORDJOEZyM10yYhFNlR+llZoCCgkWjAH5sjpgtOFH+jcxkucpLtCZos2GKHqeFIsGpvA8a6yR9J+UJJi1WnQtEZUMVxU5totR+O/erWpiiaReTPmm+i+SpDAJ/LpmBL+7SigEpwt0LZj5VRY+xcOZ7DGSFM8geWy5/Ucwnyyr0wYAZJ+rheMwyghmbc1aDx4zzjCntCWP05akpDUTkOcb0o6jTJ6dTVGfvT3nToso+CaDs8xmPnNiW07GwvGgG1oJCZXhRXqWUHm1vXM6GMiIokvx/IiZU9rrZxd8DVfGwC3UogTGAMyC9iDUk55tpCm7k2LiP5KJ58sIpmEVRhM2bN2PHjh1JOgXNczfW1dWFVatW4Yc//CE+/elP45Of/KSTelG3uh0LVs9BmyBWLBYRkQnaM888gyAI0NXVhba2NpxxxhlOkWkARy6ZP9o2nrlpvnNz0t/ICGYZvGZizbRcKENblrwvO+wvQ3kBx5g8N1+BZ/f4bB4z5xxSiKPnmSblIPnk433qgPQ4MyYvcJmJGQeDnJcqS65ZHMu/Nf1sdrsRhiU635dQc0zugEzmfdfLkXrNzHZWmZFvm1UafzTBrHSsO5YjgbOsYAbw3jUAQMC0N9QiqevYFjHPRNtTVhSed5Gc02Zgje7nctjMNrqPaxsO63ROG9JKj7bl+/jcMFpA3Kg2+kSEwgHhgxoRqiMFMw6u7PcM3V813yx93VM448y8U+986kZMmjQJxx13HFpaWnDgwAGsX78eTU1NOOuss8Sc+DiOsXr1anzqU5/CokWLcM8992D+/PlVz1u3ur1CreokqQ5oE8RsQIvjGLt370Z7eztyuRwWLVo0+kWmR9tGAGWlwzKKgGRpL40jQ6FcB9I8OV8pM2FytYKTUvwEthahjlzOD2aSGS8iJ1CS1apBm/DcEqHN56CSvGbMOQzgeeuB2dBD+5aAKBRCCMvmzTXzhSVmkMBnVR+l71cp/2cfiZnrhY5jDMEMyO41G3UwY0Me3fGNNpiVtnPXNN+WBTNzjPQYqTZL0MopEeGcdojv3MAYPV4SFskxJbsCxkEEpPPOjIVM23yfIBpCpPONiIhU70xFsVNTsbJPCHdk7rsRgZltRgREyvfkcs2IxRnaAMB3Xv4ienp6Uv/i8mc6/vjjMXPmTEyaNAltbW1O4ent27dj5cqVePrpp/HFL34R73nPe17R0vl1q1sGqwNa3UoWRREKhQL27t2LjRs3QmuNlpYWtLS0OAUcDZhprXHlcdeO04gZG03PmdB/re0B8ICWRemxWkFrXz9hmE1W3zZzjsywKGyXwkkyeM2OGNpqzHXSucALZxyIlApc+2BJp9vaJkCWiiLZe8eEHiYgyIUl2ucS4JKvAeeGVrl9xvJ1xXkAarlfqEmTQgmYARbOxgrMgNGFs1QbE1k6FuGMXJ5ZQ8Y8s2T76L3ulYZMdCiHLwqXue1do94y6Zgc48zhPHE5QcciLLifPd/LABzTLhiKHQ9asq8MaxTM2BzVoci7EKIGBNK0LSucpTqufN/V4CwrmP3o0L+l/tZaY9euXdiwYQOOP/54nHjiiRgcHMThw4fR09ODBx54AI8//jgWLlyIc889F/39/fjud7+LK6+8El/60pdw4oknZjpv3er2Crc6oNWtZPv378cLL7yAoaEhzJs3D6eeeiq2bNmC/v5+nHfeeQCQKjIdxzH+z+T3j/OoBRttUMvQn3N8ljHYCeK1rPaZSWit4ARAcfCU9dxZxEl8EHYEeQAjArcMKo6SF8ybO0XDFk2BYh/YmDwNBiAkyNJhWB3AjNXgifOGQjI1lCp9etRGM9Z4A1Ad2jzXUE2y+ZDFaCZkOGMtAiBVwhk9PFWTsR41O+eMEzK0825J+KMU8shJ8Evhjr4wSNsa+gTQIiGP4XAshkHasGarNkr3aNDPuwNtWHPUGemzbCRgZndnwEu4T7OCGeDCWW9vL9atW4fBwUEsXLjQgS2tNXbu3Inf/va3ePzxx/H0009j69at6O/vx6mnnoolS5bg/PPPx5IlS7BkyRLMnj17TIVBHnvsMdx999149tln0dHRgdWrV+Md73iH2P7RRx9N1TQztm7dOixcuDD5+8EHH8SqVauwefNmzJs3D7fffjuuvPLKMfkMdXvFWtULty4SMkFMKYWZM2di9uzZSfJtLpdDsVhMKTPGcQylFIIgwI97v+P0c1QFQjgbCy8aLU7NNtHpvjIcY0vk26IhXlESwCPLH1bPT6OS+EE5zE1SlUyNN6q8lO0h5Hw1zKzvgJPjp7L2gqmCO/OqCm3F2C2sbCbmPg8Yzecwx0iJ+YUo3R/9/ezJkw+4bIs0VETGYeCEgy8jUmJAkKuVFseut9D8btz3kQiEeGqhac3/rr5JEVPrKblufdL5AO/t5MQ+ODi3RWFoEXOunlnyu1e2RU0jBzMjMmFDSQJr1rYEuGJmm9XOQJgt989uYxQQgRKwqVi5SovcbUXa2H2NFqylOo9MWKs7bh3KeWk2hNpQZm83EGe+l2A4DXZ2+Kct729CGk14YmS1s/PS4gaFcDDtKbMLZNuwZhZ1AgJkNFc1MKGKwjNABwECrqA0kL6nfPCUFcySDe5izki9ZnEcJ0JkBrRoGGPpNArTpk3DH//4R/zgBz/AihUrcOutt6JQKGDt2rX4/e9/j9///vf40Y9+hPb2drz1rW/Fj3/840xjGon19fVh8eLFuPbaa3HVVVdlPu6ll15Kyf3bIPrUU0/h6quvxm233YYrr7wSq1evxjvf+U488cQTWLp06aiOv26vbqt70CaIxXHs1DzbtWsXduzYgQsvvDABM/OPmtYae/bswebNmxEEAebPn48TTzwRSqnxg7YaYa2m8EXS/6iFPgLsJDXxsGXNTfv/7J15eBRVusbf6u509hBCAJNAwhICWSALaECu4jZud67gMsN476jMHbfrVUFUFBWHRRDBQUQFwWEIODPguME46rgOoKBzISGyJZAEQlgSCCFLd5LuTnfV/aO7KlWnzqmu6gQIUO/z+Eiqz6k6Vb3+6vu+95PPpcGXZsSQYU5itJF0qBEzndBGigQ2ZhRM3q9HHknRqvFS9EqjW7Or5og1XDRYCLXWTAZ7JISxUp4EC9tJ0r8W2WNk+qKRyFgwaRp9MMBMK7rLiKbRopQCI0VRE8wInW3bfP842nHV26gRMiO1ZpSPBIFlDiK/HDJa6nYwAxu8RMn7panmiiaHZKojJapm9dC30+Zb3fTInIVIYbS5A7BFiZaRaY1WF6+a3zm28z1nkdWQsaNqGumMPp4NXvIbJaR7I3ljK2g6o9xaX/t7l4SzM2fOoKysDFarFVlZWcw+ZYIg4Ntvv8XUqVORmJiIt99+GwUFBczjuFwunDlzBsnJyZrr6S5xHKc7gtbY2Ij4+HjqmMmTJ6OlpQWff/65tO3mm29G7969sX79+m5ft6keKzOCZkotMWIWHh6OpqYmfPfdd4iLi1P8JzaGFAQBDQ0NqKyshMfjwdChQ5GUlKQo0D1vkTaaBb7Glwdpye8frvEeEffPWTQtg5mSHy9IBKHzmMQataJtLEt/CwcOOg1CaBEfEfiCrZXW7FQPtIUYaZOibPJrREbZyL5novU+Lwcw5bFI0JN+KAXgRaD8yFcU8pN3xzWuG1nUL66FBljStiB1YaoaFnEsDb7EbeK+aYDEAl+jr11xjsaNCmoNoAEwAwIQTvbdtovXVbmdt1tUxxTTGeW9qKRImmysNE728hUjafLjiGDGUSJkim1iNEzeL0xjnOocbeoUQT4MVAt5XXAGKNwZjUbRtMZzopOjfLv841F8WzB2Ijf3IKNu8oigvP5Mvl1h32/zA5w8rZEegfMf3+YSqNEyOajxNg42t6BsWB0mW38H+/Oic70WxRguEDGTvx9UadYdXn/7FJ7ymWrh2OmO8nRg0qFRJgWYSRM6vxflIsGso6MDFRUVqKurw5AhQ5Camso09qivr8dzzz2HTz75BHPnzsWjjz5KjbDJFRERcc7gzKjy8/PhcrmQlZWFF154QZH2+MMPP+CJJ55QjL/pppuwdOnSc71MUz1cJqBdIhIbVcvrzHr16oVrrrkGDocDLS0taGlpwYkTJ9De3o6IiAhERkbC5XLB4/Fg0KBBivTIYLoooI0xL5Q5nYBAAphFuz6NlTIXJGpG68MGMKJtpLxe+o/xYHM5rrP5tZF5gH5oI3/Qk6mRtDlkrzzxWOK+aHNkcMORbmtBTDQUv0FFAKOdn7hdhCWtddAgjBX98vHKdE3564sEQUVza4F9boJABzCt166UtkiZRzmOCszE44mGKZR0VhoM04Cap9SUAYxaM1qaI3VcF6JmtGiYznGs+jF5g2ZpbMDsgwQ5pnMjw4aRtlnLaV+xzcfR7xVz7CiXuBOLh5USqzyONcAh8vOSn7N4zeQAR0t1BPyw5ocy+bYAlDHSGu2OwM0cWZ0jCWu2dp/6Zg6lmb2lXewLoO6HJhn9tJLNpGUnzvuC16GBUmtGpgXT4EyxA//aNjb/UblZEHDy5EkcOHAAsbGxGDduHCIjI6m74Hke69evx8yZMzF27Fjs3r0bgwYNCrr2nqqkpCSsWrUKo0ePhtvtxrvvvovrr78emzdvxtVXXw0AqKurQ//+/RXz+vfvj7q6uvOxZFM9WCagXSLatWsXTp48iVGjRiE2NhZWq1WqNUtISEBCQoI0trGxERUVFWhqakJUVBTCwsJQVVWFEydOKKJssbGxhhpEXijQRp2nu2G2gVozC+evmyFgSnOe+GVKAzBL8LezEAAolW2//AczK1LCgq9gkZXugDbxuQg2TzFH+QNfIfmPERKeWOcjziHH26xMWFIAGKBtka93HTyvBi1xv7RUR3Gb+BqlRbTEx4w6NWrVS9Jkof8YFCwyt035JdKKmkEJbZ01ZWT9mUW9LVyc37lNTHFURq/EaJg6uqaMmkE9jhJJE9MULcRl89np0TAy9Y63+/cnj5Kx0hxZToxMiOEABUkFcXLkBAC8bDxpyy/vfyZ/SIQr2bnJI27ic6KAM/Gf8lJQeVTNoo6WiuepiKoxzl28hnaHPCoWWAcF1PxjedV2OcCJsBbW0kl/ZJSsc10WWEjzD0B1c0Vyb5S/J8kbIG4PE7oAjXRG2ecN3xa8rxmghrP29naUlZXB4XBg+PDh6N+/P9PEo6qqClOnTkVZWRmWL1+Ou+6664K3zh8+fDiGDx8u/T1u3DgcPXoUr776qgRoAKgtjc6m2YmpC1MmoF0i2rZtGxYtWoTjx48jPT1dckEqKChAXl4eoqOjUVlZiVmzZgEAZs+ejdzcXISH+395eDweKdLW3NyMo0ePwuVyISoqSgVtwVIT5Dov0KYBW8z0RRrkBdkXc04QcAs5+kVGk8QvOyJaQe2pRvthrqdWjPYDXU+U1Qi0ya8jOY85R/7Lm0wBZUU5NZ4vrVpdD/HDSjx/LVgSrzctYiUeizwm5Y66Yr/y85Q/B+QPOPnfjHQl5nhpLUHqFZmNrIkfJrTngkenMQgJcjYZiMrm0urKWFEzqmsjzQjErj5HWnTNS60rU8+l1ZBRI2msujLZWBFGeCs9CkUz2hBsAttWn/Z0UhpMK6CNJx6X/c356KmWgDJaRTuuVIfGQV35zqn3Ie1LLOMV31ou+nZpfOBahDk7t1EjZbKPGCXA0cb6t4W1eGXbOi+EvP5MfC1bncpoF63ZfSeYUT4D5O9FsmG0DNQM9TSTfx5QvsdIMON5HjU1NTh06BAuu+wyjBw5knnz1uPx4I033sDChQvx61//Gh9++CF69+4ddG0XqsaOHYs//elP0t+XXXaZKlp26tQpVVTNlCnTJOQSkiAIqK2txc6dO7Fz504UFxejuLhY+nA4c+YMRo8ejYcffhi33norIiMjNe/qeDweKTVS/M/tdiM6OloFbXpTI1nqNmg728Yi0BE5o4k1J8hdNeqxdNyF1JXqCKh/iLN6qQWT1jXR+gxiQaLmHFYOGGOOzaoBPpQ5Ng0AEyWHJXI9WsYcrNcbDdrFa6rlHCm/ThbiWrJuIACG3yf+9Rjsy0eMl2CN1deM5ubI6nVGS3OkgRnDeh8AvFHKx2hwRjPjoIIdBcS8UepteuBM2sbsYaZvGwApXEU7D5aUKZTEY1ovRQvbJh/QNgjx74AOZiR4yd0dycfk20lrftba7E71TqhW/V4B1nb1BaCZhdgcdOMP0gVWMghhfWbwPN25kUyNlKc8Uj63dLkzMlIam5ubUVZWBp/Ph6ysLCZsCYKAnTt34rHHHoPH48HKlStx9dVXXzCRIz0mITTdddddOHPmDL799lsAfpMQh8OBzz77TBpzyy23ID4+3jQJubQU9IVvAtolLKfTiSVLlmDx4sUYNmwYrrjiClRXV6O4uBiNjY3IyspSRNpycnIQHh6u+YHqdrtV0ObxeBATE6OAtpiYmIsT2hj7CrkPG+tHL3NXFn0RLGmC7K43OU8vnBqImCoULDLFnGcQHmw2NpzRiuuDzSHnyc9fDyyRoBRsHZq90hgOjZp93sTUTwMGIQB93UDwaBr5ecF4/lgNp+WvZ3mdGrXXGQXMAP1wRrfZp9WV0SCMfh2ovc10Rs4EIy6NVvpjRuvNtI7DAh7xMVbUTOXeSKRDqmrNyOE6+jJb29mnJF93MIATQc3WTqyR4r5q6QBsbWTjaYZ7Y4cAa7uSAlmGIVYHo/5L/n6XQ5XGzSJNExAy4qYh0gTE6/WiqqoKx44dw6BBgzB48GBmiqLD4cDcuXOxZs0aPP3005g5cyYiIiiNAHuYnE4nKisrAfiNP5YsWYJrr70WCQkJSE1NxcyZM3H8+HGsW7cOALB06VIMGjQI2dnZ8Hg8+NOf/oSFCxfiww8/xB133AEA2L59O66++mrMnz8fEydOxKZNm/DCCy+YNvuXnkxAM0XX8uXLMWfOHAwdOhQvv/wyJkyYID0mpivs2LFDirSVlJTA6XRK0FZQUICCggJkZ2cjLCyMCW2CIFChzev1UiNtXc1BP2/QFgJshhRpA6g/cHU1wiaPp/POJRdSE+kgc1g/KLTmsT6rtFIxmVEzGxuKaPPEdemZYxR89K5Bvm+tKJyiZxtZ86YFYAbvZHOc8cgv+ToNHFMPnIkyFDVjAJs3kgJs3QxnNAhjbe8uOFNtp2WQhkEXnKknckw3SBa4CRYKnBHSiqoB9GiVXFYKf5CnJ0KZVkRNVFgb3VhFWk8AwMJaZSmIXsZ1Ecc65YVsjLFeHhbC/IPaPqO1PcgNGF4TyqRhOuGMBDPA77pYXl6OiIgIZGVlITo6mjpXEAR89tlnePLJJ5GWloaVK1ciKytL13F7gliNp++77z4UFRVhypQpqK6uxubNmwEAixYtwqpVq3D8+HFERkYiOzsbM2fOxK233qqY/8EHH+CFF17AoUOHpEbVIsCZumRkApopumbNmoUxY8bgtttu05ViwPM8Dh06pIC20tJSuFwu5OTkKKBtxIgRsNlsmtDmcrlU0Obz+aiRtq5AW7fWs4XSJPtcgJuFCx32Qox+dQnatFIDWfOMAo7Nqg0jqnYGYm2Tzjl6wUePQyMpq9rUgrpPQAk8WtdIit4ZfA0b6OXn306ve2QeV080TTbXUNSMsp1Wa+YfS4MzncBGjZDpBzYacLFSHX0UMzwjcAaA+bOAD9N6zbGAmz1HVQNHviRI8AoWNSMDsfKsPFbkTFCnMgJqUJOgjAVwMlgTwYwWUZODmq21E8rIPmkAFO9xqxzMGFE1ztFKX5y8h6McujQ+D0KFM7fbjQMHDqChoQHDhg1DSkoK83u+rq4OTz31FP75z3/i5ZdfxgMPPNDlrBlTpi4imYBm6uzJ5/OhoqJCgraSkhKUlpbC5/Nh1KhRivTIjIwMTfMQQRDQ3t6OlpYWhe0/z/MqaIuOjg4Z2hobGzFl4LRQT1mtcwBtnIWjHydIxMPQcVjNqw0oJGjT8zySn1F6oJLVTy7InWfVeL1zaNdMC0SDOUXKpeXQSJtHXtNgn/GhvJdoYMV6L7BgzUCqIytqFiyaJsiOQW1ErRPM/Nu7F85YdV/UaBrLC4fxVqVZ+wPQ8ZOAWIuWoSzl5ShG2IJFzbRq1YAgUTOODl3+BXT+06YD4OxOYxFBewulHo0ANZvTp+5NKI4lQM3S6mE3mQ+AGkdGwxj7FpwMgAMAQehSOqMgCDh27BgqKyvRp08fDB8+XDIQI+Xz+bB27VrMmjULN9xwA15//fUe26/MlKnzKBPQTJ1beb1elJeXS0YkIrRZrVbk5uYiLy9Pgrb09HTNO2qCIKCtrU2CNRHcBEFAbGysCtq0IoFiLvmZM2cwaNAgpKamKoDxbEfagpqNhDInVJAKJdXxbEKbKp1QB0yREp9LvQAmhzwt8JEiYLQwRzcBGOCHFq21sxwatfYZbC1aMgJt8tepvE6NVSvI2LeigXiQWjPWdmY0jTKWCmw63RxZ26kgRhsXpj9yZhTOgkXOWNE59Y7Um8Q1a9WiSY2eaa0aCfAi12olomaky6MKzChPjc0F7V8rgcfEqBmgnfoY1kqJlFGiZ/Zmda4mC9Rszeo+ZSSocWIdGsvMJ7BvgbTEp0TfeS14I0TCmdPpxP79++F2u5GZmYnExETm3LKyMkydOhU1NTV44403dGfomDJ1CcoENFPnV4IgoKOjA/v370dxcTF27NiBkpIS7N69G+Hh4cjLy0NeXp6UHqlVaCzuTw5t4n8AFMAWFxeHqKgouN1uHDp0CLW1tUhJScGQIUNgtzNyjQh1J7Sdsxq1UEEqlFTHrkKbVhqf6lgGI216AUyRtkicD2ueVn+1UK36yXl6HBrl0gtUWhE/llhmHwA7iksaiojPnx44k4sCVjQwE6wcvQaNAXddgTMjZiAsOKOJBmKsCBYt1REwntYoHYdck8ZLVdHXjVgzq56MtwWvJQtai6bVe5kjImaiaCasAZ4hG58DRC1aqw6A8wkIcwY3CeF8PGxOitMJy1CkmQJUJKg5/SciaLix8i1O5mOkSDDz+Xw4fPgwjhw5goEDB2Lo0KHMG6oulwu///3v8dprr+H+++/HSy+9hLi4ON3HNmXqEpQJaKZ6ngRBgMfjwZ49exR2/3v37kV0dLQiNbKgoAADBw4MCm2tra0KYHM4HBAEAYIgICoqCgMGDEBiYiKioqK6dEfPhLbuP5bec5L/EFGsTY9jIaCsAwu1XktrntGomVXD3p+cp/c1Gwo8ytdDillrJo+aMSJoin0z3r+B50TVD81I1IyZ5khLaWS5PFLgLEx97h3RNIij7lI3nLEiZIZs9MmSSHFNoXzUBV5CtEibVuRMS4qm1CS7k1EzMqpGgBetd5oEZ6zzFZQNqxVrI96fYa2CPjORAJixXBvF7XJLfWY6Y2CsxakvnREOOniJn5FkuqMQ5GbYk5/cJxl1xcbGwufzobKyEjabDVlZWUzYEgQB27Ztw+OPP47w8HCsXLkShYWFZtTMlKngMgHN1IUh0Tjkp59+UjhH7tu3D71790Z+fr4i0pacnEyFNpfLhX379qGlpQWRkZFITExER0eHBG1Wq1UVaYuIiDChTe+xzia0yT6L5MfRukMsl+I66InOGXVb7O60RVoj6mBr6EqtmZHXuFa/O6ZDI+nyEHg+gsAZKZajoyC+JmSPdxXOaGAG0OGM2nyaMs4/n7Imylh5BEre66wrcCaJsjRaPzXlzjQeYhl20hpl29iPyWUJVoumYa8vsKJmgOLcbTqz+2j9zti1aOqFk6AWJoIZLaJGgJrFETgRJsDxQCvlRGjpjA4HfR9Qg9rGpj/A4/HA4XDA4XCgubkZZ86cgdfrhdVqRXx8vFROcObMGWRkZEhRtMbGRrz44ot477338Pzzz+PJJ5/UnZ1iypQpE9BMXcAS0xlLS0sVkbby8nL07dtXEWnLzc3FZ599hoULF2LMmDF48803kZiYqAAvnufhdDoVkTan0wmbzaaqaTOhzcCx9EIbKwVR72eQ3v5ngR8hRq6BCIHUOaFY02tZ5OuN+JHny5qnZe8fTNS0RR0Np+VjtGolWRE1m1XdqDoYmJHbqemPLJfGzrF8YIzeqBmgH85Y6YvB4EwuZm2ZmPUq+w0cakqjYh3i/lhOiBRmEKNrWgAmpjSyat6sspRFWhRRHjmjnac1WNQM7KiZXHaZXb7WNQhzUKCMMt7exMjFpICatZmxQBLUxIiZxmeAFpiR+vjMO4q/BUFAXV0dDhw4gF69emHYsGHwer1S3XddXR3uuOMO2O12yb1x27ZtGD58OIqKipCZman72N2hrVu3YvHixSguLkZtbW3QBtIfffQRVqxYgdLSUrjdbmRnZ2P27Nm46aabpDGzZ8/GnDlzFPP69++Purq6s3Yepi5pmYBm6uKSIAhwOp0oKSmRoO27775DbW0tYmNjccUVV+Dyyy/HmDFjkJ+fr4I0Uj6fTwVtra2tsNlsqkhbsCbdwXTJQptuANN5LPHHC2lAosMinwaTWhE6juFMyJrDWbXtwqjdPQAAIABJREFU/cl50nOic47qOQwWKQwF2kJNdZQfTwvMqMdkgFWE+o482zTEQEojNcKmP5pGhbNASiOZ8thVOGMCG+Mp8YXS/1f2MpJH2TQbU8tbexEQxqo348OUYEaTVi2aYNFwcASknzx6wAwg4ExxINkYebRMw84fAMJa5OmMjME+Qd2ImjW2uYWxvs7xPGsMQySctbW1oby8HA6HAyNGjEC/fv2o33MulwtfffUVVq9ejZqaGvA8j9raWnR0dGDkyJEoKCiQbprm5uae1UbUn3/+ObZt24aCggLceeedQQFt2rRpSE5OxrXXXov4+HisWbMGr776Kv71r38hPz8fgB/QPvjgA3z99dfSPKvVir59+5618zB1ScsENFMXr3bv3o1nnnkGP/zwA6ZOnYrCwkLs2bNHSo+sqqpCWlqaIjUyLy8PvXv3Dgpt4p1D8f9OpxN2u50KbV3RJQVtRufpNe3QmgNoAyILYFjNZK1WNtBR5ojnrJmmKZsnv0Z6UjtZAKkpI9Cm1X6B9R5i7Z+V/kQZb9RWX75dtNbvKpyxomlacKYaSzP+sNHHeqPU24zCGesrn2m7D7ChI8AlPGVusNRFlsR6MxagyuvRNKNmjMcBvzujEORGGhPMyHHNjBxM4prZWzqYnzNyULO0uGTbaaHJwNgWIhrG2Dff1ExfH0UkmPE8jyNHjuDQoUNISkrCsGHDEBZGD3d6vV6sWrUKc+fOxcSJE/H73/8e/fr1A8/zqKysxK5du1BSUoJdu3Zh165d+Nvf/oZx48bpXltXxHFcUECjKTs7G5MnT8aLL74IwA9oGzduRGlp6dlYpilTpIICWmhdak2ZOs+aOnUqVq1ahf/5n//Bn/70J/Tp0wcAcOuttwLwR9oaGxsl58ji4mKsWbMG1dXVGDx4sMKEJC8vD3FxcRK0ibn38fHx0vHk0NbS0oKTJ0+itbUV4eHhKmgzkoe/yblWtS1UaBMojn/BoCiUOVRnQR3wRR7LyHEEXiMFkbU2LcMMaTzlR5JGrZngpfwy1WgsLfh86h9XGk2xpWuk1RRbsSS5pZ7O1E7aOVP7mhHXQVwbWSsXpK+ZFE3zEq8bMZomX4/VYgjOaNs4Hw/BZoWlQ3meIoSptodZYPGor4mPakhyduBMsKojS4IVAPFy84UbhzOAHrXyhSMonAFq90QWNALqyJk8siaHL3mUTLxOpFmIGL0TQYyMnJGPK2zzA69NEtR0g5kjME5M3yXfq4HN9mbZCYvHIt7vQmAf1qZ2YrtFDWksO3xi33xzAODEGzRBbuaQcNbc3Iz9+/dDEAQUFBSgd+/e1HmCIGDv3r149NFHcebMGbz//vu48cYbpe9Ki8WCjIwMZGRkYPLkydKcni6e5+FwOJCQkKDYXlFRgeTkZISHh6OwsBALFizAkCFDztMqTV3qMiNopi5I/f3vf0dOTg4GDRqke44gCKivr5dSI8U+bcePH0d6erqqpi0mJkYz0ibP0Rf/a2trQ0REhAraWHcm9epSibSRxxF0RM2oa9OMmjHWFYpFPm3O2WqKLY2ngFCQVEdDz5/ClZHRZFo1hxXOYLzuWamOlO2sxtVMkKPsg5W+yFPTIg1E0yjAJUIJCW5acKZnG6BRc4YgUTLqzujztZpIk6Ye8nROLRt9Wq2WNC8AZiw3S1uAa7SaZoe1CZrXRuA4XXAmgRlLgfdZmKPzZJlpoIIAa0u7ejvtnlATI02R+HzhWeOkYyrHk2Dm9XpRWVmJ48ePY/DgwRg0aBDTIbmtrQ0vv/wyVqxYgUcffRS/+93vEB0drX3886BQImiLFy/GwoULUVZWhn79+gHwp022tbUhIyMDJ0+exEsvvYTy8nLs27dPugFsylQ3ykxxNGVKS4IgoLa2VmqsLRqR1NfXY/jw4RK0iXn1kZGRmtDW0dGhgrb29nZERkYqgC02NjYkaGtubkZFRQWcTide+/marpy6Qj0S2kI0v+CMNFmWJnWzRT4pcU165xg9B0MOjVxgCuUYLMMPVa1Z4HlkrTNYNE2UCFNGHR11RtP8+5AZhATgiwZm8sflCgXOVGuwMvYhBhFlJiRG4YwZUYOGa2OQWipAbXii5bho8bINUqxkVE0GYiyXRhHWbBS+ATqvmzxqJs0lOzaI/cyCvEWCwhmAsJbAyQTpoQagE85onyGysVyzLJ2Rlcp4pino2jr3wavADABOnTqF8vJyREVFITMzkwlbgiDgn//8Jx5//HH06dMHK1euRH5+fo+1zjcKaOvXr8f999+PTZs24YYbbmCOa21txdChQzFjxgxMnz69u5ZrypQoE9BMmTIqQRBw7Ngx7NixQ4qyFRcXo7GxEZmZmYpI28iRI4Oah4g2//L/XC6XCtri4uJgYzjWtbe3o7KyEqdOnUJqaioGDRpEBbyLItIWqkW+hljQxorQccEaS6sm6PjxEkpfM7m6A9q0HBfFabprzSjPtcWiH85EBYmmySHNcG0aLZpmAM7kECZvbt2dcKYcS9+HN5IRfQvhZcRap1aUi/PSYY9l6CHCGgln6sWwH7K5tNMpAcDq1jDXsSibTUsirpkeMANkcCYdgH5sWxODKonxXKOG66LcBMQInAH4uGGl4m+Xy4UDBw5INvnJycnM76vTp09j5syZ+OSTTzBnzhw89thjzO+kniIjgPbee+/hN7/5Dd5//338+7//e9DxP/vZz5Ceno4VK1Z0x1JNmZLLBDRTprpDPM+jpqZGgjbRiMTpdCIrK0tR05adnY2wsDBNaPN4PCpoc7vdiIqKUtn9Hzt2DDU1Nejfvz/S09MNu2NdkNBm1PyCBQWh9DVjDddqlk4BPU5HqqN8nu7rpKe2jiUDYKuKsIlztY7L7JEWmEv+2KPBWReiaeK/aWAGhA5nyn2ot9MgzBvBdQucMQ0vOPE49IepUygvRZ89OJyR4u3abovydEcaEJI1cWT0jexvRl4bWztZ56V8PMzZ+TjrutL6ntGkAjNSgfcjE8yIsZpgRohvaNQ9lgQz8UZjZWUlEhMTMXz4cGZ9NM/z2LBhA5599lkUFhbirbfeMlQ+cD6lF9DWr1+P//7v/8b69et1wZzb7cbQoUPx4IMPSkYipkx1o0xAM2XqbInneRw6dEgBbaWlpXC5XMjJyVFA24gRI2Cz2TShze12K4CtsbERPp8PFosFCQkJ6NOnj5QeaQ3lx7lMFxK0CSH0NQOgK1qkkBaw0VKaRIdGA6mOIuTpnaM652Cf10aukaKvGUc8xIqCUa6RzRYczGhzaKLY6gPdlOpIgVNvDD2c1FU4AwCesp1WZ+UN50KGM5Zo0MaCMDI1T17LxnJrVJh8EE+ZlsU+oG2zr1X/BgBWj/brX7Ao4UzxmOwaK6zzGZ8TQcEsIAnMgrw3FWCmMZZvpETMgmQVkHDmcDhQVlYGj8eDESNGIDExkTm3qqoK06ZNw759+/D666/jF7/4BbMurafI6XSisrISAJCfn48lS5bg2muvRUJCAlJTUzFz5kwcP34c69atA+CHs3vvvRevv/467rjjDmk/kZGR6NWrFwDgqaeewn/8x38gNTUVp06dwksvvYQtW7Zgz549SEtLO/cnaepilwlopkydS/l8PlRUVCjSI0tLS+Hz+TBy5EgpPXL06NHIyMhQpY/wPI+NGzeiX79+sFgsGDRoEGw2m2T539zcDK/Xi+joaEWkLSYm5qKDNiFU4wstRzOmQQir1szS41IdddfYsRpLGziudI01m1FrrIdWZ8mCM53GIYLNmNMjQIczVjSN2k8tAFu+CKK5dhfhDOh0+aOpg5baaPQlE3i50fqjsQwu5KBE9nXTipwFW5uYkkgDXTJdkYRkst6M5pIZFoiKaV3TsFYGBcrmGIYzuWg3c1hRM2IsFc6kB9X7JcHM5/Ph8OHDOHLkCFJTUzFkyBDm90JHRwfeeOMNLFy4EHfffTdeeeUVlathT9XmzZtx7bXXqrbfd999KCoqwpQpU1BdXY3NmzcDAK655hps2bKFOR4AfvWrX2Hr1q04ffo0+vbti7Fjx2LevHnIyso6m6di6tKVCWimTJ1veb1elJeXS0YkIrRZLBbk5uZK0AYAr7/+Oo4ePYoPPvgAhYWFqjuZgiCoIm0tLS3wer2IiYlRQVtX74Seb2gzmurIGY6ahXB9gh2D/CElwoHez9rugDY9+9D5fFCfNwunYRDC2C85XgQ1A46OgEY0jXJcPooRIQsBzvSM9Y/3/98nS5s0CmdajoSAP31Sl7SMRBkGIlpRLK11qSz2Zftn1YqJoKZVS8bbOKoZSOfjnWBGSn59w5yyE9O4fGHO4E3egqYzBt7retMZ+TP6UxnBCyowA4CGhgaUlZUhLCwMWVlZiI2NZSxNQHFxMR599FF4PB68/fbbmDBhQo81ATFl6iKVCWgXm5YvX47FixejtrYW2dnZWLp0Ka666irm+A8//BCzZs1CVVUVhg4divnz5+P222+XHhcEAXPmzMGqVavQ2Ngo5Z9nZ2efi9O5JCUIAjo6OrB//34UFxfjm2++wRdffIHm5mbk5OQgPj4eubm5Unrk4MGDNUFLEAS4XC4VtPl8PsTGxiqgLTo6+sKGthCAqluhjRadE89Bj7mJqO5Mv2RN0XttNeCOuQ/W+lnOpEZTHUWoDVM+TrXcZ6yRbRxCX4svWr2WUOFMMZZxrbxRDEgM8e2pgjatujLKa9UXwWlb7HuVc+RtBLQs9oHOvmQ0iSmPLPMSsd6MFa20tYlRM/bxxTHqhXX+U26dz3q/6aozgwzMgvy+MgRmAX1c/7bib4/Hg4MHD+LUqVNIT0/HwIEDmbDlcDgwb948/PGPf8RTTz2F5557znBNsylTprpFJqBdTHrvvfdwzz33YPny5Rg/fjxWrlyJP/zhD9i/fz9SU1NV43/44QdcddVVmDdvHm6//XZ8/PHHePHFF/H999+jsLAQAPDKK69g/vz5KCoqQkZGBl566SVs3boVBw4cYN6BM9U9amxsxIIFC/Dmm2/iV7/6FWbNmoUzZ84o7P737t2L6OhohXNkfn4+UlNTg0Jbe3u7CtoEQVBBW1RUVI+BtnNiKAI2tLHSKv2ujgZs9Y2uySiwAfrTFOXPLTmH9bwT47qU6ig1siadHoLAmWIs+3XBU+rWjMCZwOxPRj8fbwx93UbgjAkTgevOcm00Km+4ej80OPNv7/y3j5hHwhkpVq0cWTNGQhitHk0+hjQDAZSgRgMv+bVVRM3Afj7CnAzClJ2XYThTHFh9HkbhjAQzsUXMwYMHER8fjxEjRjBhSxAEfP7555g+fTpSU1OxcuVK8yasKVPnVyagXUwqLCxEQUGBwvI1MzMTkyZNwssvv6waP3nyZLS0tODzzz+Xtt18883o3bs31q9fD0EQkJycjGnTpuGZZ54B4Deq6N+/P1555RU89NBDZ/+kLlGVl5dj/PjxKCgowKuvvorc3FzVGDEytnv3bgW07du3D/Hx8QpoKygoQHJyclBoa2trUwCbw+GgQlt0dHSXU156JLSxIOt8R+Zo6gZo012vJr/GTMMP+nbOaNSM9XyGM3LuDKY60vbP223dAme08WSUTaxTCxXOVONlm316UxsZYvUqYzZbFtfACqRSuEaMrAUz9NA6pq2dp9apyaWVFgkAtjZ6OFD+vNiJWjPWc2NrdtEfkCloOmPgt1Z3RM3a2tpQVlYGp9OJESNGoF+/fszP67q6Ojz99NP49ttv8fLLL+OBBx7ocr2yKVOmuiwT0C4WeTweREVF4f3331ekKE6dOhWlpaXUAtjU1FQ88cQTeOKJJ6Rtr732GpYuXYojR47g0KFDGDp0KEpKSqQaKACYOHEi4uPjsXbt2rN7UpeweJ7H1q1bDef+i5BVWlqqgLby8nL07dtXBW39+/fX3L8gCGhtbVVBG8dx1EhbT4c2LWORsw1UhvcfwjFCgTbdgMtsRs0+JtPt0WqhgxhrLSz7f/l4WbqjEThj1qxRtvN2a5fgTBqrcc2oqY064IwlvdBGAyJvuDYo0QxBRJdHrbRGEc7kaZCibC52qiTghzNSclgLa1U+TnPclEfOWNClVWsmzlFFzRjPk+5as4YzusaJIsGM53npuzs5ORnp6enUfpji2LVr1+KFF17A9ddfj2XLliE5OdnQ8U2ZMnXWFPSDu2d3IDQl6fTp0/D5fOjfv79ie//+/VFXV0edU1dXpzle/D9tzJEjR7pr6aYoslgsuOaaawzP4zgO0dHRGD9+PMaPHw/AD1lOpxMlJSUStH344YeoqKhAcnKyBG0iuCUmJkqgxXEcYmJiEBMTI3158zyvgLajR4/C4XDAYrGooC0yMtIQtG10FKG+vh4HDx6E1WrFwp+9HXwSRYKPcnc8COzQ4E0TqmjRNo1jGN5/CMeg1rkFOYZ0rbSia7Tn0OfzR8F8atMTTTCTz1c8Zu3cJgcpPXAGAB1eaRvnIfdtgWBXf50ZgTMA4HwCOMprS7D667P48M41GYazwHgbEfnxQ5igaITduT24rAHgEW30aemRLAgjzTfkdWwst0aruzPlkQZg8sgZCWoknJFjaHAGAJYOQbXvznUGIlM2TpXSCPjPXZH26CDIkvLa12w2La/RPEtgBgDP/v03KCsrkz5zvV4vDhw4AAAYPXo04uPjmXPLy8sxdepUVFdXY82aNZg4caJpAmLK1AUmE9AuMJEfsoIgaH7w6hlvdJ+mepbEaNeECRMwYcIEAP7nsLm5GSUlJdixYwdKSkqwfv16VFZWIjU1FXl5eVKULT8/H71795aecxHEYmNjkZKSAqAT2pqbm9HS0oLq6mo4nU5YrVYFsInNtWmvH4fDgQMHDsDpdCI9PR3JycnY5BynGhdylM0o7EANVd0NVOcN2gAluFGeD83m2lqpkbwAAfT0MY4GW7SomQh/AOCl7IuW7hgk+sZ5lEQh2CzgPMpzFBipjgA9rZE0prC4/WsVLByslAiSN4pVVxc8QmZ10+HEG6H9Ggag6HFGq9sia8oAP4ySEgHK4mU7Rcrr0eTA5LNzzLRGq0fQtNgHALuj83VAi4rJ681o0czwpo7AXPX1EgHV1kp50sQsosB7xNqi06Gxyak9DqGB2UenVkip6A6HA7W1tSgvL4cgCLDb7ejTpw8cDj8YWq1WRa242+3G73//eyxZsgS//e1v8emnnyIuLs7wGkyZMnX+ZQLaBaLExERYrVZVtOzUqVOqCJioyy67THP8ZZddBsAfSUtKStK1T1MXhjiOQ3x8PK677jpcd911APzQ1tjYiOLiYuzYsQPFxcUoKipCdXU1Bg8erEiNzMvLQ1xcHBXaRPE8D6fTKUXaDh8+DKfTCZvNpgC28PBwHD16FCdPnkRqaipyc3OZaTkAsMmpTq09V9B2LoDqnEAbQIBb4N+saJU4yufzR9Zo0S+tG0EiPPmIdVo4wOtVG4Iw69NEaCPCNxYrwAe2yZ0dmemIjP3TImQBeOK8PPhwWRql0QiZhYPNRY++oQPwRRD93HTeA7O51M+9HNpYDaj9BwlEnojIlVZ9lxg5I6Nd3ghO0yzELrO6JyNr8noxMRomXwMJp/KoGM0IhAs8LoKaPF3R4uUDczuvUZjDo5hPew6tzW2BnWs/MaqoGWN8V9IZo6OjER0dLX3nx8fHY/DgwfB6vXA4HKivr0dxcTHuueceDBw4EJmZmRg4cCC++OILxMTE4JtvvsHYsWPP6Y3WrVu3YvHixSguLkZtbS0+/vhjTJo0SXPOli1bMH36dOzbtw/JycmYMWMGHn74YcUYo87VpkxdLDJr0C4gFRYWYvTo0Vi+fLm0LSsrCxMnTmSahDgcDnz22WfStltuuQXx8fEKk5AnnngCM2bMAOCvdevXr59pEnKJSBAE1NfXS6mRYp+248ePIz09XZEamZubi5iYGM0vfZ/PJ0Fbc3MzGhoa4PF4YLFY0KtXL/Tu3RtxcXGIjY3tsr1zd9r998R6s7N2DHK/YrqrVtSMVXtjZxh7GHF7FOGNBY8WY3VrQiTF1ZEZfWNBGMOKnxUhYxmCMCNnndvJ5tehikyRZFm8WwiG1JPW6H+sc39kdI0VOfPZOU0zD2sAPnlKqiTQGTWjRdT8jwcWrPF6s7Zr1ZoxomaU13vQdMbAnFCiZmStmcvlQnl5OZqampCRkYGkpCTV5y7P86iursaWLVuwceNGVFZWorGxEc3NzRg6dKh0s03Mkujbt6/hdRnR559/jm3btqGgoAB33nlnUEA7fPgwcnJy8MADD+Chhx7Ctm3b8Mgjj2D9+vW48847ARh3rjZl6gKSaRJyMUn8sHr77bcxbtw4rFq1Cu+88w727duHtLQ03HvvvUhJSZFgbfv27bj66qsxf/58TJw4EZs2bcILL7ygstl/+eWXsWbNGgwbNgwLFizA5s2bTZv9S1iifbPYWLu4uBglJSU4deoUMjIyFNA2atQolXkIz/N49913kZqaiqioKAwdOhQ2m01hRNLa2gq73a5KjwwPD+/S2k1o0ziG1lzaD1KLRTuaoBEFoze3NujqCAA0AGSCHCuaRkSuxFo1g3DGHh/4YR5OHEcHnGmpK+DG+QR4I9XzSTgj5wAU0IO2zb5W/zFFCiQRtbNSIoNyUKNFzuSgJsGZYqHEMeT2+Yznw9rcznyupJsXZ6PhNOjW+UePHkVlZSX69euHjIwM2Bk3QXiex6ZNm/DUU08hKysLK1asQEZGBurr67Fr1y6UlJRI/1VVVeHrr7/G9ddfb2h9oYrjuKCA9swzz+Bvf/sbysrKpG0PP/wwfvrpJ/zwww8AjDtXmzJ1Ack0CbmYNHnyZDQ0NGDu3Lmora1FTk4OPvvsM6SlpQEAampqFDbrV155JTZs2IAXXngBs2bNwtChQ/Hee+9JcAYAM2bMQHt7Ox555BGpUfWXX3551uDMSLrCO++8g3Xr1mHv3r0A/IXRCxYswBVXXCGNmTJlisptsrCwED/++ONZWf+lII7jkJycjNtuuw233XYbAP8Ph2PHjknQ9s0332DRokVobGxEZmamBG02mw0rVqzAqVOn8Je//AVXXHGFBG/yonYxVUcEtrq6OrS1tSE8PFwFbawfKDSZ6ZGMY3AWda2ahdMEMFqNGqBhqw9I8ESauHCcBeAD2+TAxIIzcV0dRM2QVbYf+Tp0whkQqFWzcqCV0dF6qvmPGzzdUaxP8x9EFiGL7FyDXjgD6ACjB9pE0CINN3g7e668Hk2ebugLt2jCmVbzajKqZu2Q/U2pfwMASxBr/mD92MTXuJUGb+IxA8+ltbkzaiaePwlq3JmWwD+0n7fusM53OBzYv38/Ojo6kJubiz59+jDnHj16FE8++SR+/PFHvPrqq7j33nul7/6+ffvixhtvxI033iiNb25u7nENqX/44QfFGgHgpptuwurVq9HR0QFBEFBcXIxnn31WMebGG2/E9u3bz+VSTZk6LzIjaKbOmYymK/zXf/0Xxo8fjyuvvBIRERFYtGgRPvroI+zbt08yr5gyZQpOnjyJNWvWSPPsdjsSEhLO2XldquJ5HjU1NdixYwe++eYbfPzxx2hoaEBmZibCwsKQm5srpdhkZWXBbrdrpkd2dHQooK2lpQXt7e2IiIhQQZtWDZseXTKRNqM2/kFq1DTTIO3q54Tp9kg7lpjqyHqNGEyBFCIZ0VhWtIQFeYH1CBHK+5nMWjSWZT6xe19E99wflUMbzfgDoLs4ivNYc4DOWi8A4InIWlBYYsgqq9Pzhamvua1dSc48MYY0+lA97uysN2NFQ62Odu2bE1aOHjWjzOlq1Mzn8+HQoUOoqalBamoqhgwZwuxT5vV6sWrVKsydOxe33XYblixZgn79+hk6/rmQnghaRkYGpkyZgueee07atn37dowfPx4nTpyAIAhISUnBtm3bcOWVV0pjFixYgLVr10qOlqZMXaAyI2imeo5EZ6n7778fALB06VJ88cUXWLFiBTVd4c9//rPi73feeQcffPABvvnmG9x7773S9vDwcMnwxNS5k8ViQZ8+fbBr1y6sW7cOv/zlLzFv3jy43W7s2LEDO3fuxIcffohZs2bB5XIhJydHSo3Mz89HZmYmbDabBG1hYWFISEhQwHVHR4cC2I4fP4729nZERkYqgC02NtYQtF06kTYikhWsJxrjhp3mPCnaRUQtrFYI8KnnskCL1jpBFKuJtUZ9GuehOPZZLIAXEML1mZbII16cS3Z+Vk7x7SqZi+iEMwCwuui1UUbBTYy0SSmKRJSNZbFvdfHgZK9FMrWRIwDMEoisSQYelFRI+ThR8nFWwkTF2tE5ljyetL/AGAvZWoF4nA+zKOAMALhAFFgENatDVmtGuDdKanGyfznJ5nQVzACgoaEBZWVlsNvtuOKKKzQzV/bs2YPHHnsMp0+fxl//+lfcdNNNF7zbMs1BWtwu/zc55kI/b1Om9MgENFPnRB6Pp8vpCm1tbejo6FBFxzZv3ox+/fohPj4eEyZMwPz583vkXcWLTadOncKoUaOQkZGB7777DqNHj5YeS09Px9133w3Af4e4oqJCgrb169djxowZ8Pl8GDlypJQeOXr0aGRkZMAmc/wLCwtDnz59FOk+Ho9HirQ1Nzfj6NGjcLlciIqKUkGbjXQP1NBZhbbu7tFGO4aO4zDnBKlP07Tkp0n2mCLd0cIBAZc9Tv7cMKNmgf2QVvzieB+vTHXUWZ/GuUlziYB9frh/X8xUREb0zeL20qMr4TbNGi3qISjgFgzaFCmKLn2pjRzxmpOnNrJ6vMmjZnIQ48MtKjAjx1ndPuZarLKoGRkR8z/eCdu0dgjWVg/EVxzNwZPjeVha2umvDzmoteiwzm9sCjqGFAlnHo8HBw8eRH19PdLT0zFgwAAmdLS1tWHhwoVYvnw5/vd//xe/+93vEBMTY3gNPU0sl2mbzYY+ffpAEATDztWmTF1MMgHN1DlRKI22ST377LO0vZ8qAAAgAElEQVRISUnBDTfcIG275ZZb8Itf/AJpaWk4fPgwZs2aheuuuw7FxcVdNpwwpa1+/frhgw8+wPjx4zXvaFqtVowYMQIjRozAPffcA8APbeXl5RK0rV27Fk888QQsFgtyc3MVRiTp6emKlB+xFxAJbWKUrbGxEUeOHIHb7UZ0dLQK2ljpQzR1G7R1Q482/5TQoC1oQ25acCII3NKahXMWC30e5fhCwEpflQYp1o0Fq08TJdapyevTRIWFsc1JKGvi3B0QLBZqBEWIZERotdoPeHzUffER+l+DgBra5MDGTGsULfbdymviC7eq4EyaEwAwq1cdWdNKabTJmj/zdvW5iWuweETXRllUjUhplEfE/I8rI6FcoJWDCGrWViJqFrgBIAc1i+jSKLaBIEFNDmYaz6dROKOZgJw4cQIVFRXo3bs3xo0bx6wNEwQBmzdvxuOPP47evXvju+++Q0FBwUUTPRo3bhw++eQTxbYvv/wSY8aMkbIhRo8eja+++gq33367NOarr77CxIkTz+laTZk6HzIBzdQ5VajpCosWLcL69euxefNmxRfa5MmTpX/n5ORgzJgxSEtLw6effoo77rij+xZuiqp/+7d/C2me1WpFdnY2srOzMWXKFAiCgI6ODpSVlWHnzp3YsWMHVq5cid27dyM8PBx5eXnIy8uToG3IkCEKQxy73Y7ExEQkJiZK29xutwRtDQ0NOHz4MDweD2JiYhTQFhMTYxjaPB4PqqqqcOLECQwcOBBPF8w3fhHOIbQJZAAq2PlyFnVPM0CzRk2qTyN7mHEBQ44wG7GZsS+vzw9PNJMSlmEMa13kWkRF0G/eMB0cLX54o86hGIsEMwOxUPqlGYE2Edjk6Ys+mYskp1FbTtrOi+6TrBRDq5uXeouRxwHUqYfi37zdqoLDzjGBtEW3l2rkAvhBzeLyX3NqVMzHw9IWgDPK8yaCGtfmVu9cDmpk1EwQVJDWHVGz1tZWlJWVoa2tDVlZWZpZHqdPn8bzzz+PjRs3Ys6cOXj88ccNZQOcDzmdTlRWVkp/Hz58GKWlpUhISEBqaipmzpyJ48ePY926dQD8jo1vvvkmpk+fjgceeAA//PADVq9ejfXr10v7mD59Ou655x6MGTNGcq6uqalR9UozZepiVM9+x5u6aBRKo21Rr776KhYsWICvv/4ao0aN0hyblJSEtLQ0VFRUdHnNps6dOI6D3W5Hbm4ucnNz8dvf/haCIMDj8WDPnj2S3f+yZcuwd+9eREdHIz8/H3l5eZIRSWpqqgLawsPD0bdvX6n/jyAICmirr69HVVUVvF4vNdJmofzo43kex44dQ1VVFeLj4zF27FhER0dfcJE22hxAB7jRoA0AF8b4KpH/0JXXqFksEEBJdWQ2gWbAn/gYDdC00ibJejlxPC0Fj3X5RQt2Etw4f30aH27MyMYotJG1ZRIMBZ5b6lzK825x+6ToGAlfABRwpjgOtJtt22QW9wIlbdESSDPlAumrclATwUwUGRWTwEyUCPOy9yznJHqb0eC7qYX+mLzWrItRM7Ff2eHDh5GSkoK8vDwmbPE8j/feew/PPvssLr/8cuzevRuDBw82dPzzpZ07d+Laa6+V/p4+fToA4L777kNRURFqa2tRU1MjPT548GB89tlneOKJJ/DWW28hOTkZy5Ytk3qgAcGdq02ZuphlujiaOmcy2mgbABYvXoyXXnoJX3zxBcaOHRv0GA0NDUhJScGqVasURiKmLg4JggCXy4Xdu3dL0FZcXIx9+/YhPj5ekRpZUFCA5ORkKmiR+5MbkbS0tMDn86kibW63WwL/jIwMRbROr7rNPdKoOyMC0BbKPC1o03AyZM5jPR8EUEnQx4xq6WisTYKj3rRJYrvKVCTIeJaMQptqfoSVafrhH8D+mmbVf2n2OGM5XgLgOti1bmKEjLrPMIsEZ8x9e9nzLW0eakRNMZ8WNZN2YAEcjFoz2WuKPyMDMx3OqzQTkKamJuzfvx8cxyErKwu9evVizj906BCmTZuGvXv3YunSpfjlL3+p+dllypSpC1pmo2pTPUdGG20vWrQIs2bNwl/+8heMHz9e2k9MTAxiYmLgdDoxe/Zs3HnnnUhKSkJ1dTWee+451NTUoKyszGy0fYlIEAS0tbWhtLRUAW3l5eXo27evAtry8/Nx2WWXaabVCoKA9vZ2CdaamprQ0tICQRAQERGBPn36oFevXoiLi0N0dHSXf0SdT2gDtAGMGYnT4+qo2peFPlezGTalTkyrrkwvOMldIY3Clmy7AtxCrA0yAm201EXJQZIVFWX0s/NF2DThjCOMWXjZuZJwplcWtzyqRonWEfVm5BhV5AzK9EfO6SJ2SHlOnK2BwRq1ZmJkTbVA+hwSzjo6OlBZWYkTJ05gyJAhSEtLY35OdHR04M0338TLL7+Mu+++G6+88orZJiYEDRgwAM899xweeeQRadv27dtxww03oKyszIy6meppMgHNVM/S8uXLsWjRIild4bXXXsPVV18NALjmmmswaNAgFBUVAQAGDRqEI0eOqPbxu9/9DrNnz0Z7ezsmTZqEXbt2oampCUlJSbj22msxb948DBw48FyelqkeJkEQ4HQ6UVJSooC2iooKJCUlqaCtb9++KmhraGjAP//5T/Tu3RtJSUlITk5WgJvD4YAgCIiNjVVE2qKjo7tcyH+u+rSxACxoqiNLjNQtzf5ptLkaEQtm7RrLit8IgIn7CDFCJkqI6GKkjAJtWnVl8no9+VwWnAFKcxGeiBCScKZ8jAdvpz/PFo86MiaOtTBq+AA/iJFwpjpuh0YbBgBwqeGtc2FcJ5ipdtz5nDLBjLY/0E1ATp06hfLycsTExCAzMxNRUVHUXQiCgJKSEjz66KNwuVxYuXIlJkyYcNGYgJxr3XXXXYiNjZV6ogqCgMLCQtxwww1YsGDBeV6dKVMqmYBmylR3avny5Vi8eDFqa2uRnZ2NpUuX4qqrrqKOLSoqwm9+8xvVdrH5cij7NBW6BEFAc3MzSkpKsGPHDpSUlKCkpASVlZVITU2V6tlGjRqF0tJSLFu2DHl5ediwYQM1GitG7sj0SI7jVNAWFRXVo6AtFADT7oWmAYGs+jTmBOI6BeZrNr3WSkGjGYuwngvWfux24xEyYl8CA2r0ijmfBWGBzQKlrkyrOTW8PHUOQE89lACMAmfSPI+XGjGTHpe7VBLpi1w7AV6kqUgbWWtGOY6Y0qhhcsM3UxpTs2ThVHDW3t6O8vJyNDc3Y/jw4ZqReofDgZdeegmrV6/Gk08+ieeff57p5mhKn1599VUUFRVh7969AIB169ZhxowZqKioMLNpTPVEmYBmylR3SUzRXL58OcaPH4+VK1fiD3/4A/bv34/U1FTV+KKiIkydOhUHDhxQbJc31Ta6T1PdK0EQ0NjYiOLiYuzYsQNffPEFfvzxR0RERCAjIwMDBw7E6NGjUVBQgLy8PMTFxWmCFs/zKmhzOBzgOE4BbHFxcYiMjLzwoc0WQqQoAC7U4zHBifjRLkbbgvRv09xONjbXqKdjiuUqydoXkYaoK9LG+I4WwsOCwhlVWvVbFAATJJdHjWhcILpFgzCOAm7iOI7RrFtcpwrOSHm0omZWdq2ZDNQMgRmAjxtWKv4WBAE1NTWoqqpC//79MWzYMNgZrwtBEPCPf/wD06dPx4ABA7By5Urk5OQYOr4pur7//ntMmDABzc3NsFgsyMjIwOzZs3H//fef76WZMkWTCWimTHWXCgsLUVBQgBUrVkjbMjMzMWnSJKrJSVFREaZNm4amJrYLmNF9mjo7qqmpwTPPPIO///3vmDlzJn79619j37592LlzJ3bu3ImSkhIcP34c6enpCvfIvLw8xMTEBIW21tZWFbRZrVYVtEVERFw40KYVNWMahGifG0ftoaa/3owLs2kDVTAAJKN9oTwXDAt/LQMPuRTQxvp+pmyXImwacEZLeZTmMQCMI/rdySN5WmmHQpiVCmfS3IBRCMtmn2uXGX3QxrTL6s0okTEhkNKoFXnlWWmPDP3h4ALExsZKANbS0oKysjJ0dHQgKytLs3asrq4OM2bMwNdff40FCxbgoYceMtTew5S2XC4X4uLi8PXXX+Prr7/Gpk2bsGvXLtNoxVRPVdAvF9Nm35QpHfJ4PCguLsazzz6r2H7jjTdi+/btzHlOpxNpaWnw+XzIy8vDvHnzkJ+f36V9mupeffDBB7jvvvtw11134cCBA0hOTgYApKam4pZbbgHgv/NdW1srAdv333+PZcuW4eTJkxg+fLiipm3UqFGKlEaLxYLY2FjExsYiJSUFgB/anE6nBGyHDx+G0+mEzWZTpUcahbZus/wHoxm11Rrc+p82T0eqoyC30RfP2efzG4Modka/HgLNPh8Ax6pPA5QAyJgPu4FIoYviIMiKtFHEERbzKgdJBrRxHq8qdVFPPRonM94g0yhJOBOP0/kHo4bR41WMIyNrnMzFUV7vJsKaAs4Af288wA9q7YQRCKBqQC3IwEuQta4QYY13EFGzIK/nJTuflWBMTFG3WCxob29Hv379MGrUKERGRlLn8jyPdevW4fnnn8d1112HvXv3YsCAAZrHM2VcERERyM3NxUcffYRVq1bhk08+MeHM1AUtE9BMmdKh06dPw+fzqXq29e/fX9XbTdSIESNQVFSEkSNHoqWlBa+//jrGjx+Pn376CcOGDQtpn6a6X5dffjm+/fZbFBYWMsdwHIfk5GTcdtttuO222wD4oe3YsWMStH3zzTdYtGgRGhsbkZmZqYC2kSNHIjw8XAFtIoCJ8vl8Cmg7dOgQWltbYbPZVJE2+b70qPuhTfnDXU+qIw2edPVPAyB0qA0kOL3QY+Ho87XcIEl5KAYWRqCNloqnc/1ymBHhTAVtoNeVWdwdnXNoNWxE1EwV8WLY7NMiZ+L+aVEzxXiNSCLX2ub/B62ODADExwHqcyfIm05TorUCrc8goOw/KIM1Mp0R8EfCysvLAQAJCQlwOBz4/vvvER4ejq1bt6K5uRmjR4/GuHHj4HK5MHXqVBw+fBh//OMfMWnSpPNiAmKkzvmaa67Bli1bVNtvvfVWfPrppwCAKVOmYO1a5WdKYWEhfvzxx+5fvAGNHTsWy5Ytw89//nNcf/3153Utpkx1VSagmTJlQOSXqyAIzC/csWPHKnq3jR8/HgUFBXjjjTewbNmykPZpqvuVlpYWkgUzx3EYOHAgBg4ciNtvvx2A/255TU0NduzYgZ07d+LTTz/FvHnz4HQ6kZWVpYC27Oxs2O126bm2Wq3o1auXoleSz+eDw+FQNNd2Op2w2+1UaDOiTc614HkeR48exaFDh5CQkIAXxy8xfB3AWdiRtiCiQptO8BFk0KNwidTpBkmFNiPXUIQ2+XvViCGKUWiTRc44so8YI01QMYcAJ0EDTqWolpwNA1DISmvkPN7OCCTtOtBcHOXj3LKoGS87hghrbiKqRjSnFuTwBnSCYOA1IOhNZxR4gLOo4MztduPgwYM4ffo00tPTMWDAAOm929HRAYfDgbKyMpSUlOCTTz7BsWPHEBYWhqSkJPznf/4nLBYLjh8/jpSUlHP6+f7ee+9h2rRpijrnW265hVnn/NFHH8Eje202NDQgNzcXv/jFLxTjbr75ZskxEQCz7u5cSmwCvnjx4vO9FFOmuiwT0EyZ0qHExERYrVZVZOvUqVOqCBhLFosFl19+udTsuDv2aapnyWKxYNCgQRg0aJD0g4bneRw6dEiCto8++ggvvvgi2tvbkZOTo2isnZmZCZvNpoC2+Ph4xMfHS8cgoe3kyZNobW1FeHi4Ctq0fjQ1NDRIBjajRo1Cnz59VJG2oFE2jdQwo9AmWf57GWmGlPo0qn0/bb4O6OM4Cz1SpjWf/KFNS5HsCrSJz18wi32yMbQ9THuOjwfnU84RRLdMhsU+5/YC8ueUPC/5ucv/HWajw5l8nMfDhsy2AHgxXjsK8KKBDy+Ad7aye/oR+vjMO8r9CwJOnDiBgwcPIiEhAePGjVM5LoaFhSEhIQEPPvggRo4cicceewyjRo3Cgw8+CI/Hg127duH5559HWVkZ+vTpg9GjR+PGG2/EE088oWtNXdGSJUvw29/+VjLLWLp0Kb744gusWLGCWudM1tFt2LABUVFRKkALDw9XGF71BP35z3/GI488guHDh5/vpZgy1WWZgGbKlA7Z7XaMHj0aX331lRQtAYCvvvoKEydO1LUPQRBQWlqKkSNHdts+TfV8WSwWpKenIz09HXfffTcAP2RVVlZK0LZhwwY888wz8Pl8GDlypBRpGz16NDIyMmCTwQkN2rxerwLaamtr0dbWhoiICBW0eb1eHDx4EGfOnMGQIUMwcOBAZq2GZmpkCI2xWdCm68czFbx03rUPEu3StPCXz5dLq65Nrg51iqLu9EiPRw1a4jlr9DhT9QST91XzMWrROrydtV6AGsDI545Vr0eqVWaDT0K2HEjlxxZhTV7PJz9+ANYE0mJfvFaB51luAiIEImparzUSzlpbW7F//364XC7k5OSgb9++zLlNTU148cUXsX79ejz33HN4+umnVTdI2tra8NNPP6GkpAS81vPXTeqOOufVq1fjV7/6FaKjoxXbN2/ejH79+iE+Ph4TJkzA/Pnz0a9fv25bu17xPI/6+nqsXr0aBw4cwMcff3zO12DK1NmQ6eJoypROiZb4b7/9NsaNG4dVq1bhnXfewb59+5CWloZ7770XKSkp0l3JOXPmYOzYsRg2bBhaWlqwbNkyvPvuu9i2bRuuuOIKXfs0denI5/OhvLxcgraSkhKUlpbCYrEgNzdXkR6Znp4e1AFOTLsSoa25uRkul99gISIiAklJSUhISEBsbCzCSBMOg5oYq+731xVZjPZOE8VZdNe1MXfRlVQtLWgL9l1LgzbWHHkdFzlPyy1STB0kz1GjMTUAdqooDZrlEMaKSALagAkAbo9m3zJBNAth3FzgyZRHikRYI8GM53kcPnwY1dXVGDBgAIYOHaq4SaJYhyBg06ZNeOqppzBixAi8/fbbyMjICHrsc6ETJ04gJSUF27Ztw5VXXiltX7BgAdauXatqAUPq//7v/1BYWIh//etf0ncW4P/eiomJQVpaGg4fPoxZs2bB6/WiuLjYcKp1V7V582Zcd911GDFiBNasWaNZS2zKVA+S6eJoylR3afLkyWhoaMDcuXNRW1uLnJwcfPbZZxJI1dTUKCIRTU1NePDBB1FXV4devXohPz8fW7duVXzRBdunqUtHVqsV2dnZyM7OxpQpUyAIAjo6OlBWVoadO3dix44dWLlyJXbv3o3w8HDk5uZKdv8FBQUYMmSI4vUnpl3Fx8ejtLQUABAbG4ukpCTwPC9F2lwuFyIjI1WRNtYPUpo2OdaotnUF2nhGdEYT3AJRsK7UtQHK2rbO+TqhzU2rK9MbLZPBjAgvNOAjAUw+TxDU/d0AZU0XoE6lZJlyiPNIlrLZ2KmoXlktGusmAln/Jx8nv4byaJ/o0Ei6OBK1aHrATBQJZgDQ2NiIsrIycByHMWPGKGpCSR07dgxPPvkktm/fjldffRX33Xdfj3QODLXOefXq1cjJyVF8ZwH+7y1ROTk5GDNmDNLS0vDpp5/ijjvu6J5F69Q111xzTqKRpkyda5kRNFOmLjFdKo5eF6MEQYDH48GePXukKFtxcTH27NmD6OhoRY+2goICNDY2Yvr06Th27Bi+/vprpKamqn6YeTweRY+2lpYWuN1uREdHqyz/u9q3qbsjbUAA2kJItwSMgZt6bhcibVrH1fqxyYp0BvseZ0WiGOmOCAtTQ51ctHREUVqpj0F+SAtuj2adoiAahTDggqdZ8DO0sekPir87OjpQUVGBuro6DBkyBKmpqUzY8vl8eOeddzBnzhz8/Oc/x5IlS3pk3bDH40FUVBTef/99RRr91KlTUVpaSv1sF9XW1oakpCTMnTsXU6dODXqsYcOG4f7778czzzzTLWs3ZeoilxlBM2XKVKcuJUevi1EcxyE8PBxjxozBmDFjAPihzeVyYffu3di5cyeKi4uxcOFC7N+/H1arFQUFBfjlL3+Jn376CRaLBSkpKYofnna7HYmJiUhMTJS2ud1uCdbOnDmD6upqeDweREdHK4AtNjbWELR1d6QNoEfbLDpffwIlBS8UF8nOuQZr4uSyhwVP+yMjT2FBzEDE/ZH7DbOx4QxQOybKI5dkOmSw9EhpHPE8EfAjBCJn8jpFEdYEcj1krVkXwEwQBJw8eRIHDhxAbGwsxo0bx+xpBgB79+7FY489hvr6emzYsAE333xzj3Xd7Uqd81//+le43W78+te/DnqchoYGHD16FElJSV1esylTpvwyI2imTF1CKiwsREFBAVasWCFty8zMxKRJk6iOXqSWLl2KF198EbW1tVLR+JQpU9DU1ISNGzeetXWb0idBEPDnP/8ZM2bMwJAhQ3D//fejubkZxcXFKC4uRnl5ORITExX1bAUFBbjsssuC/sh0uVyqSJvX61VBW0xMTM+MtHXhpsG5iLSRPbpUzbnpk9TbxHlasCd/TJ7KqjVHBCda6isr3VF8HbAeD4jVYBzoBGGqYycAvj1gFKIjikrCWXt7O8rLy9Hc3Izhw4drvg/a29uxcOFCvPXWW3jkkUcwe/ZsxMTEBD3m+ZbR2mlRV111FVJSUrBhwwbFdqfTidmzZ+POO+9EUlISqqur8dxzz6GmpgZlZWWIjY09l6dnytSFKjOCZsqUKb8uBUevS1lVVVW47777UF1djSVLlmDy5MmKH5uCIMDpdKKkpESKtH300UeoqKhAUlKSAtry8/PRt29fxfyIiAhERERIz6sgCIpIW319PaqqquD1ehETE6OCNiO1OWcl0kaJeJ2PSBsN2GgNlJnNtTsn0Q/Y0aF8LBiAifAkPkYDMLmDYhDYkkteL0Yzb6FdVzEqRl43QbZ2zmLpBLPOAbJ9KF9rJJiJ/f+qqqrQv39/jB8/nmmUIwgCtmzZgscffxzx8fH47rvvUFBQ0GOjZqSM1k4DwMGDB/H999/jyy+/VO3ParViz549WLduHZqampCUlIRrr70W7733nglnpkx1o8wImilTl4guBUevS1n19fV488038fTTT+u+sy8IAlpaWlBSUoIdO3aguLgYJSUlqKysRGpqqqKeLT8/H71799b8YSqmW5KRNp/Pp6pni46O7rKhwgUfaTNquy9KtIwn52l8n4upg9TInFbkTOv5JmCNk8EdFb4UkzXWKsIZ49iqlEeGNjb/UbWtpaUF+/fvh8/nQ2Zmpqrvl1ynT5/G888/j40bN2L27NmYOnWqIfMcU6ZMmWIo6B0eE9BMmbpEJALa9u3bMW7cOGn7/Pnz8e6776K8vFxz/kMPPYTt27djz549muNqa2uRlpaGDRs2nHNHL1NdlyAIaGxsRHFxsQLaqqurMXjwYEWkLS8vD7169QoKbe3t7SpoEwRBBW1RUVEhQxvP86ipqcHUkXNCPXWmzgq0hWK7r2WhLzCgDfT+c6I0TTlofesCgELCmUJaLo60ebJxtNo+/4E53WAGqOHM6/WiqqoKx44dk5rJs1JxeZ7HX//6VzzzzDMYM2YMli9fjsGDB+s+tilTpkwFkZniaMqUKb8SExNhtVpRV1en2H7q1KmgDmRtbW3YsGED5s6dG/Q4SUlJSEtLQ0VFRZfWa+r8iOM4JCQk4Gc/+xl+9rOfAfBDVn19PYqLixWW/8eOHUN6eroK2mJiYiRo4zgOUVFRiIqKwmWXXSbtr62tTYK148ePo7y8nApt0dHRQdPJzpw5I91gWHPk96qoSE9Kj+TsQYw9RNEiUKzojWx/qsgVy8ExAHsCT0TBwmyaQCeQrQTk+ydrycjm0iyo8/k669AYPde6EjWrr69HeXk5IiIiUFhYqBlhPnz4MKZNm4bdu3dj2bJlmDx5co+0zjdlytTFLTOCZsrUJaTCwkKMHj0ay5cvl7ZlZWVh4sSJmiYhRUVFePjhh3H8+HH06dNH8xgNDQ1ISUnBqlWrcO+993bb2k31LAmCgNraWuzcuVOy/C8pKUFdXR2GDx+ugLZRo0YhKioqaKSttbVVEWVzOBzgOI4aaeM4Dm63GwcPHkR9fX1Qa3RSPSk9ktlcO5hsNo1m1iwLfZt2JI6EM/natJwffT52SiItEid7npgmIRaOHVGjiIQzt9uNAwcOoKGhAcOGDUNKSgrzNdjR0YG33noLCxYswOTJk7Fo0aKgn3WmTJkyFaLMFEdTpkx1ynT0MnU2JQgCjh07JkGb6B7Z2NiIzMxMBbTl5OQgIiJCE9p4nldBm9PpBMdxsNvtcLlciIuLw7BhwxAfH99l44YLCdoEBoBxYUHs+snvfHlUTiNyJs2jpQWy5nGcZjROiqgxHBjJyCXHiK6RYCYIAo4fP46Kigr06dMHw4cPZ9bDCoKAXbt24dFHH0VbWxtWrlyJa6655oIxATFlytQFKRPQTJkypdTy5cuxaNEiydHrtddew9VXXw3A35h60KBBKCoqksYfPHgQw4cPx5dffimlvIlqb2/HpEmTsGvXLoWj17x58zBw4MBzeVqmeqjE2rAdO3ZI0FZSUgKHw4GsrCyF3X92djbsdrvmj+OGhgaUlZXB5/MhLi4ObrcbTqcTVqtVEWWLi4sLCoB61N3QphvYKM6OogMkC878Dyq/qiXjDi1TDrlDIglg+n8jKKfRomLydEiNGjZabztSIqyRcOZ0OlFWVgaXy4URI0agb9++zH04nU7MmzcPq1evxvTp0/HCCy8gIiIi6LFNmTJlqosyAc2UKVOmTPUs8TyPQ4cOKaCttLQU7e3tyMnJUUBbZmYmbDYbjh07hieffBKRkZGYPXs20tLSpHRGnufhdDpVkTabzaaCtvDw8J4PbRQ4o0oe/dJsWN35GBmZ0wN7NCMRVmSMs1q1+5qJbpKMaJgeOAOA3215TPG82mw2HDlyBKU60uAAAB7XSURBVNXV1RgwYACGDh3KdFwUBAH/+Mc/MH36dAwYMAArV65ETk6OruOaMmXKVDfIBDRTpkxdXNq6dSsWL16M4uJi1NbW4uOPP8akSZM052zZsgXTp0/Hvn37kJycjBkzZuDhhx9WjFm+fDkWL16M2tpaZGdnY+nSpbjqqqvO5qmYksnn86GyslKCtpKSkv9v796DqizzOIB/T+jhJqIEcivAFFEB5WYIrChdTNscbxnt7qC45WhlCYyTUZiaQqu4iUW4qCXSbuiYhO1sFDgbkAqtHAQJjgKKoixHxAg43D28+wfxrofD4SJy9fuZYZSX5315XuCP9/s+lx8uXLiA1tZWPPbYY+KI77vvvgs/P78etztXqVRdhjapVNplaOuvBx7a+rAuTegmgHW73qxD541E7nPUDIDmdMd7pi92u/lId1Mh75H462HU1dWp/V7r6+sBtNfoMjc3h5mZmdYwrlAosGXLFqSmpiIiIgLr16/vd2F1IqI+YkAjotElOTkZZ8+ehZubG1auXNljQCstLYWTkxPWrVuH9evX4+zZs3j99deRkJCAlStXAvj/2ryYmBj4+PggNjYWhw8fRmFhIWxsbAbr1qiTM2fOYN26daiuroavry9u3ryJvLw8SCQSzJo1S21Nm729fY8P2iqVqsuHe11dXY2NSEZKaBN6CGDdbaOv/RtpeXbQFqJ0dLpdv6YWvrpYb9bbcNa5gHlrayuKioqgUChgbW0NfX191NXVoa6uDkqlEjExMaitrYWzszPc3d1RVVWFyMhIPPXUU/j444/x2GOP9er7DoS+vBCKi4vD2rWaf0uNjY1qUzL5koloxGBAI6LRSyKR9BjQtmzZgm+++QZyuVw8tmHDBuTl5SEzMxNA++6Wbm5uOHDggNhmxowZWLZsWbe7W9LAuH37Nt555x0cO3YM7777LjZv3gxdXV0IgoDW1lbI5XJxu/+cnBxcvHgRUqkULi4uasW1n3jiiR53dbx7965GaGtoaICenp5GaJP2ox5ahwcd2u4ngGk9R9vUyp4CWKeQeO/0xW5HzXozugfNYCYIAhQKBYqKijB+/HhMnz4d+vr6am1UKhXOnTuHM2fO4KeffkJhYSHKy8thbGwMb29vuLu7ix+PPfbYoG4K0tcXQnFxcdi0aRMuX76sdryjbMX9XJOIhhQDGhGNXr0JaL6+vnB1dcX+/fvFY19//TVeeuklNDQ0QBAEGBgY4MSJE1i+fLnYZtOmTcjNzUV6evqA3gNp2rdvHzIyMrBv3z7Y2dl121YQBLS0tCA/P1+cGimTyZCfnw8DAwOxNltHaOvNVvytra0aoa1jtKLz9MixY7UUou6DYRHatNUf0xKiJI9Iug9YPayj6zK4dTG61jmcNTY2Qi6Xo66uDg4ODjA3N9carpqbm7Fv3z789a9/RWBgIMLCwnDt2jVxd1GZTIaCggKYmppi1apViI6O7rbPD0pfXwjFxcUhKCgIv/766wO7JhENKRaqJqKHm0Kh0CjEbW5ujrt376KqqgqCIEClUnXZpnNRbxocQUFBCA4O7lVbiUQCXV1deHh4wMPDA0B7aGtqasLFixfFTUgiIyNRUFCACRMmwMXFRW0jEmtra7XQNnbsWJiYmKgVvG5tbVULbDdv3kRTUxP09fXVApuRkVGfQ1vnEAL0L7R1Dj/dBrbfgpTQeemYjk63AUwjYN0bru4nnN17nuQRjZ9Jx26gV65cgaWlJZydnbX+nAVBQFZWFt566y1IJBKkpKTA29sbEokElpaW8PLyEts2NDQgLy8PSqWy2z4/KC0tLZDJZHjnnXfUji9cuBDnzp3Tep5SqYStrS1UKhVcXFywc+dOuLq69uuaRDR8MaAR0ajX+Q17x8wBiUSi9v/ObVgLaWj09+cukUigr68PT09PeHp6Amj/fTY0NCA3N1cMbbt27cKlS5dgamqqtp7Nzc0NFhYWav0YO3YsHn30UbXixS0tLeJIW01NDW7cuIGmpiYYGBhohLaeNjXp0FHDK+ib1TAxMYGDg4O4zuh+Q1uXhaJ1dLoNUlpHuLSdI7Spb1bSxYhcb9aanVIe1ThWU1MDuVyOtrY2uLm5YeLEiVrPr6mpwbZt2/CPf/wDoaGhePvtt7udmmpgYKAW2AZaVVVVn18ITZ8+HXFxcXB2dkZtbS32798PHx8f5OXlwd7e/r6uSUTDGwMaEY1qFhYWGg8plZWVGDNmDB599FEIggAdHZ0u23R+4KGRSyKRwNDQED4+PvDx8QHQHoaUSiVycnLE0JaYmIji4mJYWlqqhTZXV1eYmZmphTapVNplaOsYZauursb169fR3NwMQ0NDjdDWeVOTuro6yOVyNDc3w8nJSaOGV+dRpfseZRPaINztos5aD1MjNUbm7l1r1mm0Te3zXpYN6BzO7t69i5KSEpSXl8POzg6TJ0/WOj1VEAR888032Lx5M6ZNm4acnBw4ODj06vsOhb68EJo7dy7mzp0rfu7j4wM3Nzd88skn+Pjjj+/rmkQ0vDGgEdGo5uXlhX/+859qx1JSUuDh4SFOkXJ3d0dqaqraGrTU1FQsXbp0UPtKg0sikcDIyAjz58/H/PnzAbQ/1NbW1iInJwfnz5+HTCbDsWPHUFJSAhsbG7X1bK6urpg4caJGaDM1NYWpqal4rKmpSRxpu3PnDkpLS9HS0oJx48Zh/PjxMDQ0RG1tLSorK8Ug0put3+9ramQfRs06Apu2qY5Cm6B+vc5ryO4zmAHtG8XI5XLo6+tj7ty5MDQ01Hp+eXk5QkJCcO7cOURGRiIwMLDHdYZDxdTUtN8vhB555BHMmTMHxcXFD+yaRDS8MKAR0YiiVCpRUlIifl5aWorc3FyYmJjAxsYGoaGhKC8vR3x8PID2HRujo6MREhKCdevWITMzE5999hkSEhLEa4SEhCAgIAAeHh7w8vLCwYMHUVZWplErjUY/iUQCY2Nj+Pn5wc/PD0B7aKuuroZMJhNDW1xcHK5duwY7Ozu1qZEuLi4wNjZWC216enrQ09MTR8QEQUBzczNqamqgUCjU/p5v376N5uZmtZG2voSNbkNbbwtg/6bHjTw6X6+P1wc0w1lTUxMuX76MX375BdOmTYOVlZXWUSCVSoVDhw5hx44deOGFF1BYWDjsA4lUKu33CyFBEJCbmwtnZ+cHdk0iGl64iyMRjShpaWnig/O91qxZg7i4OAQGBuLatWtIS0sTv5aeno7g4GCxUPWWLVu6LFS9Z88esSDyvn374OvrO9C3QyOUIAi4ffs2ZDIZsrOzxR0kb968ialTp6pNj3RxccG4cePUgkZRURFOnDgBHx8fTJs2DRYWFmhublbbiKS2thYqlUocaev4GDduXL9HiJaOW9PfH0G/dA5mgiDg5s2bKCkpgampKaZNm9ZtLbqCggJs3LgRlZWV+PTTT7F48eIRM52vY0v8v/3tb+ILoUOHDqGgoAC2trZYvXo1rK2txd0Xd+zYgblz58Le3h61tbX4+OOP8cUXX+Ds2bN48skne3VNIhpWuM0+EdFwlZGRgcjISMhkMlRUVPRYMiAxMREHDhxAbm4umpub4ejoiO3bt+O5554T22zfvh07duxQO4+bBQyOjvpcHYFNJpMhJycHCoUCDg4OcHV1xaxZs1BUVISEhAQsXrwYn332mdYgIggCGhsb1QJbXV0d2traNEKboaHhiAhtXU1nVCqVKCwsRHNzM2bMmKE2PbSzxsZG7N69G9HR0XjttdewY8cOjBs3biC7PCC6eyG0YMEC2NnZIS4uDgAQHByMxMREKBQKGBsbw9XVFdu3b9fY3IQvmYhGDAY0IqLhKjk5GWfPnoWbmxtWrlzZY0ALCgqClZUV/Pz8MGHCBBw5cgR79+7FTz/9JG65vX37dnz11Vc4ffq0eJ6Ojo7GhhM0ODpGhrKzs5GYmIikpCTo6Ohg4sSJMDQ0VBtpc3Z2hp6eXrcjQR27UXYObYIgaBTWNjQ07Peo0oMMbZ3DmUqlQmlpKa5fv47HH38cU6ZM0br2ThAEZGRk4M0334SxsTFiY2Ph7u4+YkbNiIjuwYBGRDQS9KbodlccHR3h7++P999/H0B7QEtKSkJubu5AdJPuQ1VVFbZs2YLjx49j27ZteOutt1BRUYHz58+rjbTV1dVh5syZamvaHB0dIZVK+xzaamtrxU1Q7g1tBgYGgx7auho1++WXX1BYWIixY8di5syZMDIy0nr+nTt3EBYWhsTERGzbtg1BQUG9LltARDQMsVA1EdFo1dbWhrq6OrWCygBQXFwMKysr6OrqwtPTExEREXjiiSeGqJcPt6KiInh7e8PHx0dtPZCdnR3s7OywatUqAO2/y6tXr4qbkHz99dd4//330djYCCcnJ7XQNmPGDIwZM0YMWh0lBAwNDWFpaSle797QduPGDdTV1UEikagFtvHjx0NfX79Poa2rwKUttHVu29LSguLiYty6dQtTp07F448/rvV7t7W14cSJE9iyZQvc3d2Rl5fHv2MieihwBI2IaBi4nxG0yMhI/OUvf4FcLsekSZMAtE+bbGhowLRp03Dr1i2xGHNBQYFavS4aHG1tbfjhhx/w9NNP9/lclUqFkpIScaQtJycHFy5cwN27d+Hs7CxOj3R3d4eDgwN0dHS6DVptbW2or6/XmB6po6OjEdp6mmrZVx3r8y5fvgxjY2NMnz4d+vr6WtuXlpYiODgYeXl52LdvH15++eVhu3U+EVEfcYojEY0OCQkJWLt2La5cuQJra2sAwKuvvor//Oc/+PHHH2FsbDzEPeyfvga0hIQEvPrqqzh16hSeeeYZre3q6+sxZcoUvP322wgJCXlQ3aUholKpcOnSJbXQlpeXB4lEglmzZqmtabO3t++xnlpbWxuUSqVaaFMqlRgzZozG9Mj7DW0NDQ2Qy+VQKpWYPn06Jk2apPU6ra2tiImJQXh4OPz9/bFnzx6+WCCi0YYBjYhGB0EQ4OLignnz5iE6Oho7duzA4cOHkZWVJQa2kawvAe348eNYu3YtTpw4gd///vc9tn/22WcxdepUHDhw4EF0lYYRQRDQ2toKuVyO7OxsnD9/Hjk5Obh48SKkUilcXFzUims/8cQTPY5EqVQqjdBWX1+PMWPGaIy06erqdjtF8fr167h69SqsrKwwdepUsTh8V/dx4cIFbNy4EQ0NDYiNjcWCBQu4CQgRjUZcg0ZEo4NEIkF4eDhefPFFWFlZYf/+/fjxxx9HRTjri4SEBPz5z39GQkJCr8JZc3Mz5HI55s2bNwi9o8EmkUgglUoxe/ZszJ49G6+88goEQUBLSwt+/vlncROSTz75BPn5+TAwMICbmxtmz54thjZbW1u10KajowNjY2O1UWmVSoW6ujoxsFVWVqK+vh5SqbTL0FZTU4PCwkIIggB3d3dMmDBB6z0olUrs2rULhw8fRnBwMMLCwrqd/khENNpxBI2IRhQ3NzcUFBQgJSUF8+fPH+ru9ItSqURJSQkAwNXVFR999BH8/PxgYmICGxsbhIaGory8HPHx8QDaw9nq1auxf/9+rFixQryOvr6++DC9efNmLFmyBDY2NqisrMSuXbuQnp6O/Px8Fqx9iAmCgKamJly8eFEMbTKZDAUFBWJtrXs3IrG2tu7VSNu9oa1jpE1HRwcqlUr8OzY2NoZUKu2yTykpKQgKCoK1tTViY2Ph7Ow8UD8CIqLhglMciWj0+P7777F8+XJxdGD69OlD3aV+SUtLg5+fn8bxNWvWIC4uDoGBgbh27RrS0tIAtBewTU9P19oeAF5++WVkZGSgqqoKZmZmmDt3Lnbu3ImZM2cO5K3QCNSxPX9ubq5aaLt06RJMTU01QpuFhUW3Uw5v3LiBq1evQiqVwtTUFE1NTaitrUVDQwMuXbqE5ORkzJ49G08++STs7e2xd+9efP/99wgPD8drr73W43q5gRQTE4PIyEhUVFTA0dERUVFRWkedDx06hPj4ePz8888AAHd3d0RERODJJ58U2wQGBuLoUfUdLD09PZGVlTVwN0FEIwUDGhGNDjk5OViwYAE+/fRTHDt2DAYGBjhx4sRQd4sAZGRkIDIyEjKZDBUVFT2updMWTOVyuVroPnnyJLZu3YorV65gypQpCA8Px/LlywfkHqidIAhQKpXIyckRA5tMJkNRUREsLS3F0NYR3MzMzFBaWoqNGzdCR0cHsbGxsLS0VAtyra2tyM/PF+vz/fzzz7h16xYMDAzg5+cHX19feHh4wM3NrdupkAPl+PHjCAgIQExMDHx8fBAbG4vDhw+jsLAQNjY2Gu3/9Kc/wcfHB97e3tDT08OePXuQmJiIgoICccp1YGAgbt26hSNHjojnSaVSjZIYRPRQYkAjopHv2rVr8PLywptvvol3330XMpkMc+bMwfnz5+Hu7j7U3XvoJScn4+zZs3Bzc8PKlSt7HdAuX76M8ePHi8fNzMzEUZTMzEzMmzcPO3fuxPLly8W6YGfOnIGnp+eA3xP9nyAIqK2tRU5OjlinLScnByUlJTAxMUFjYyNcXFywYcMGcYpuVyNtRUVFeOutt3DlyhWEh4fD2toaMpkM2dnZyM7OxvXr1zF16lR4eHggPDx80GqeeXp6ws3NTW0TnRkzZmDZsmX48MMPezxfpVJh4sSJiI6OxurVqwG0B7Rff/0VSUlJA9ZvIhqxGNCIaGT75Zdf4OPjA19fX8TGxorHly5diubmZnz33XdD2DvqrDe7UXYEtOrqaq0jJv7+/qitrUVycrJ4bNGiRZg4cSISEhIeeL+pby5evIhXXnkF5eXleP7551FdXY2cnBxcu3YNdnZ2GoW14+LisHfvXqxZswYRERFd/t5v374tBrb169fDzMxswO+jpaVFHI2/d3R206ZNyM3N7XJKcWd1dXWYNGkSTpw4gRdeeAFAe0BLSkqCVCrFhAkTMH/+fISHh4v1ConoocZdHIloZDMxMYFcLtc4furUqSHoDT1Irq6uaGpqwsyZMxEWFqY27TEzMxPBwcFq7Z977jlERUUNdjfpHo2Njdi5cyeioqKwadMmbN26FQYGBgDaR9ruDVnnz59HbGwsbt68CSsrK6SkpMDb21vrOjYzMzMsWrQIixYtGrT7qaqqgkqlgrm5udpxc3NzKBSKXl3jnXfegbW1tVo9wsWLF2PVqlWwtbVFaWkptm7diqeeegoymQy6uroP9B6IaPRhQCMiokFlaWmJgwcPwt3dHc3Nzfjiiy/w9NNPIy0tDb6+vgAAhULRr4dmGhgXLlzADz/8gKysLMyaNUvtaxKJBJMmTcLixYuxePFiAO2hLTs7G48//jgsLCyGosu90jk0CoLQqxpse/bsQUJCAtLS0qCnpyce9/f3F//v5OQEDw8P2Nra4l//+pfaDqxERF1hQCMiokHl4OAABwcH8XMvLy/cuHEDe/fuFQMacP8PzTRwvL29ce7cuV7/HiQSCebMmTPAvbp/pqam0NHR0Qj+lZWVGi8IOtu7dy8iIiJw+vRpjbDamaWlJWxtbVFcXNzvPhPR6Nd9kRMiIqJBMHfuXLWHVwsLi/t6aKaBN5pCslQqhbu7O1JTU9WOp6amwtvbW+t5kZGR2LlzJ7777jt4eHj0+H3u3LmDGzduwNLSst99JqLRjwGNiIiG3IULF9QeXr28vDQemjvWMBE9SCEhITh8+DA+//xzyOVyBAcHo6ysDBs2bAAArF69GqGhoWL7PXv2ICwsDJ9//jns7OygUCigUCigVCoBtBeg37x5MzIzM8U6hkuWLIGpqSnLRBBRr3CKIxER9YtSqURJSYn4eWlpKXJzc2FiYgIbGxuEhoaivLwc8fHxAICoqCjY2dnB0dERLS0t+Pvf/46TJ0/i5MmT4jU2bdoEX19f7N69G0uXLsWpU6dw+vRpnDlzZtDvj0Y3f39/3LlzBx988AEqKirg5OSEb7/9Fra2tgCAsrIyPPLI/99nx8TEoKWlBS+++KLadbZt24bt27dDR0cH+fn5iI+Px6+//gpLS0v4+fnh+PHjMDIyGtR7I6KRidvsExFRv2grPL1mzRrExcUhMDBQHEkA2kcgDh48iPLycujr68PR0RGhoaF4/vnn1c7/6quvEBYWhqtXr4qFqrnBAhERjXCsg0ZERERERDRM9BjQuAaNiIjoNxkZGViyZAmsrKwgkUiQlJTUbfvAwEBIJBKND0dHR7HN9u3bNb4+nLecJyKiocWARkRE9Jv6+nrMnj0b0dHRvWq/f/9+VFRUiB83btyAiYkJVq1apdbO0dFRrV1+fv5AdJ+IiEYBbhJCRET0m3uLLPeGsbExjI2Nxc+TkpJQXV2NtWvXqrUbM2YMR82IiKhXOIJGRET0gHz22Wd45plnxB0AOxQXF8PKygqTJ0/Gyy+/jKtXrw5RD4mIaLhjQCMiInoAKioqkJycjFdffVXtuKenJ+Lj4/H999/j0KFDUCgU8Pb2xp07d4aop0RENJxxiiMREdEDEBcXhwkTJmDZsmVqx++dMuns7AwvLy9MmTIFR48eRUhIyGB3k4iIhjmOoBEREfWTIAj4/PPPERAQAKlU2m1bQ0NDODs7o7i4eJB6N7LExMRg8uTJ0NPTg7u7O3788cdu2588eRIzZ86Erq4uZs6cia+//lrt64IgYPv27bCysoK+vj4WLFiAgoKCgbwFIqJ+YUAjIiLqp/T0dJSUlOCVV17psW1zczPkcjksLS0HoWcjy/HjxxEUFIT33nsPFy5cwLx587B48WKUlZV12T4zMxP+/v4ICAhAXl4eAgIC8NJLL+Gnn34S2+zZswcfffQRoqOjcf78eVhYWODZZ59FXV3dYN0WEVGfsFA1ERHRb5RKJUpKSgAArq6u+Oijj+Dn5wcTExPY2NggNDQU5eXliI+PVzsvICAAxcXFyMrK0rjm5s2bsWTJEtjY2KCyshK7du1Ceno68vPzNTYTedh5enrCzc0NBw4cEI/NmDEDy5Ytw4cffqjR3t/fH7W1tUhOThaPLVq0CBMnTkRCQgIEQYCVlRWCgoKwZcsWAO0B2dzcHLt378b69esH/qaIiNSxUDUREVFvZWdnw9XVFa6urgCAkJAQuLq64v333wfQvhFI59GcmpoanDx5Uuvo2c2bN/GHP/wBDg4OWLFiBaRSKbKyshjOOmlpaYFMJsPChQvVji9cuBDnzp3r8pzMzEyN9s8995zYvrS0FAqFQq2Nrq4u5s+fr/WaRERDjQGNiIjoNwsWLIAgCBofcXFxANo3AklLS1M7x9jYGA0NDVi3bl2X1zx27Bj++9//oqWlBeXl5eKaqcHw4YcfYs6cOTAyMsKkSZOwbNkyXL58ucfzhmJdV1VVFVQqFczNzdWOm5ubQ6FQdHmOQqHotn3Hv325JhHRUGNAIyIiGqXS09PxxhtvICsrC6mpqbh79y4WLlyI+vp6recM9bouiUR99o8gCBrH+tq+r9ckIhpKDGhERESj1HfffYfAwEA4Ojpi9uzZOHLkCMrKyiCTybSeExUVhWeffRahoaGYPn06QkND8fTTTyMqKgpAe7iJiorCe++9hxUrVsDJyQlHjx5FQ0MDvvzyy/vuq6mpKXR0dDRGtiorKzVGwDpYWFh0297CwgIA+nRNIqKhxoBGRET0kKipqQEAmJiYaG0zVOu6pFIp3N3dkZqaqnY8NTUV3t7eXZ7j5eWl0T4lJUVsP3nyZFhYWKi1aWlpQXp6utZrEhENNRaqJiIieggIgoCQkBD87ne/g5OTk9Z2/VnXdf369X71MSQkBAEBAfDw8ICXlxcOHjyIsrIybNiwAQCwevVqWFtbizs6btq0Cb6+vti9ezeWLl2KU6dO4fTp0zhz5gyA9qmNQUFBiIiIgL29Pezt7REREQEDAwP88Y9/7FdfiYgGCgMaERHRQ2Djxo24ePGiGF66M1Truvz9/XHnzh188MEHqKiogJOTE7799ltxx8uysjI88sj/J/94e3vj2LFjCAsLw9atWzFlyhQcP34cnp6eYpu3334bjY2NeP3111FdXQ1PT0+kpKTAyMioX30lIhoorINGREQ0yr355ptISkpCRkYGJk+e3G1bGxsbBAcHIzg4WDy2b98+REVF4fr167h69SqmTJmCnJwcsRwBACxduhQTJkzA0aNHB+w+iIhGAdZBIyIielgJgoCNGzciMTER//73v3sMZwDXdRERDTVOcSQiIhql3njjDXz55Zc4deoUjIyMxPVjxsbG0NfXB8B1XUREww2nOBIREY1S2taEHTlyBIGBgQDai3Pb2dmJxbgB4KuvvkJYWJg4nTE8PBwrVqwQvy4IAnbs2IHY2FhxXdenn37a7eYjREQEoBdTHBnQiIiIiIiIBgfXoBEREREREY0UDGhERERERETDBAMaERERERHRMMGARkRERERENEz0ZZv9Hhe0ERERERER0f3jCBoREREREdEwwYBGREREREQ0TDCgERERERERDRMMaERERERERMMEAxoREREREdEwwYBGREREREQ0TDCgERERERERDRMMaERERERERMMEAxoREREREdEw8T+UNCmnWnhfnQAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "#NBVAL_IGNORE_OUTPUT\n", "u2 = TimeFunction(name='u2', grid=grid, space_order=2)\n", "init_hat(field=u2.data[0], dx=dx, dy=dy, value=1.)\n", "\n", "# Field initialization\n", "u2.data[0][ nx//4:nx//4+10 , ny//4:ny//4+10 ] = 2\n", "u2.data[0][ 3*nx//4:3*nx//4+10 , ny//4:ny//4+10 ] = 3\n", "u2.data[0][ nx//4:nx//4+10 , 3*ny//4:3*ny//4+10 ] = 4\n", "u2.data[0][ 3*ny//4:3*ny//4+10 , 3*ny//4:3*ny//4+10 ] = 5\n", "\n", "op(u=u2, time=2*nt, dt=dt, a=nu)\n", "\n", "\n", "print (\"After\", 2*nt, \"timesteps\")\n", "plot_field(u2.data[0], zmax=4.5)\n", "\n", "op(u=u2, time=2*nt, dt=dt, a=nu)\n", "print (\"After another\", 2*nt, \"timesteps\")\n", "plot_field(u2.data[0], zmax=4.5)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.6.6" }, "varInspector": { "cols": { "lenName": 16, "lenType": 16, "lenVar": 40 }, "kernels_config": { "python": { "delete_cmd_postfix": "", "delete_cmd_prefix": "del ", "library": "var_list.py", "varRefreshCmd": "print(var_dic_list())" }, "r": { "delete_cmd_postfix": ") ", "delete_cmd_prefix": "rm(", "library": "var_list.r", "varRefreshCmd": "cat(var_dic_list()) " } }, "types_to_exclude": [ "module", "function", "builtin_function_or_method", "instance", "_Feature" ], "window_display": false }, "widgets": { "state": {}, "version": "1.1.2" } }, "nbformat": 4, "nbformat_minor": 1 }