{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Lorenz System\n", "\n", "Example created by Wilson Rocha\n", "\n", "Note: This example is based on the Lorenz system simulation reference from [UF|Physics: Introduction to Biological Physics](https://cmp.phys.ufl.edu/PHZ4710/files/unit5/Lorenz-system.html). Some of the code used for the Lorenz simulations and the bifurcation diagram is adapted from this resource." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import pandas as pd\n", "from scipy.integrate import odeint\n", "\n", "from sysidentpy.model_structure_selection import FROLS\n", "from sysidentpy.basis_function import Polynomial\n", "from sysidentpy.utils.plotting import plot_results\n", "from sysidentpy.parameter_estimation import LeastSquares\n", "from sysidentpy.utils.display_results import results" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## The Lorenz System\n", "\n", "The **Lorenz system** is a well-known example in chaos theory, consisting of three ordinary differential equations that describe the behavior of convection currents in the atmosphere. First introduced by Edward Lorenz in 1963, this system is famous for exhibiting chaotic dynamics, where small changes in initial conditions lead to drastically different outcomes. Despite being deterministic, the system’s behavior is highly unpredictable, making it a key example of chaos in mathematics and science.\n", "\n", "The equations that define the Lorenz system are:\n", "\n", "$$\n", "\\begin{aligned}\n", "\\frac{dx}{dt} &= \\sigma (y - x), \\\\\n", "\\frac{dy}{dt} &= x (\\rho - z) - y, \\\\\n", "\\frac{dz}{dt} &= xy - \\beta z,\n", "\\end{aligned}\n", "$$\n", "\n", "Where:\n", "- $x$, $y$, and $z$ represent variables such as the rate of convection, the temperature difference between the rising and descending air, and the deviation of the temperature from average,\n", "- $\\sigma$ is the Prandtl number (fluid viscosity/thermal diffusivity), $\\rho$ is the Rayleigh number (drives convection), and $\\beta$ is a system parameter related to the geometry of the system. Chaos emerges at $\\rho = 28$, $\\sigma = 10$, $\\beta = 8/3$.\n", "\n", "In this tutorial, we will use SysIdentPy to create a model of the Lorenz system. SysIdentPy allows us to identify the system's parameters from data and explore its chaotic behavior in a structured way. We will first generate data by solving the Lorenz equations numerically and then apply SysIdentPy to model the system, capturing the dynamics of the attractor and estimating key system parameters." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Visualizing the Lorenz Attractor\n", "\n", "The Lorenz attractor, a three-dimensional plot of the system’s solutions, visually illustrates the chaotic behavior of the system, often resembling a \"butterfly\" shape. This chaotic structure reveals the system's sensitive dependence on initial conditions, meaning that even small differences in starting points can lead to vastly different trajectories. This is a striking example of non-periodic motion in dynamical systems.\n", "\n", "The parameter $\\rho$ plays a critical role in shaping the behavior of the system. By varying $\\rho$, it is possible to observe transitions from steady states to chaos. For lower values of $\\rho$, the system remains stable, often exhibiting periodic behavior. As $\\rho$ increases, the system becomes increasingly sensitive and begins to exhibit complex, chaotic dynamics. Exploring these transitions allows for a deeper understanding of how deterministic systems can evolve into chaotic systems and highlights the concept of bifurcation within nonlinear dynamics." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def lorenz(xyz, t, sigma, rho, beta):\n", " x, y, z = xyz # parse variables\n", " dxdt = sigma * (y - x)\n", " dydt = x * (rho - z) - y\n", " dzdt = x * y - beta * z\n", " return [dxdt, dydt, dzdt]\n", "\n", "\n", "sigma = 10.0\n", "beta = 8 / 3\n", "rho = 28.0\n", "\n", "T = 50.0 # total time to run\n", "dt = 0.01 # time step\n", "time_points = np.arange(0.0, T, dt)\n", "\n", "# Nontrivial steady state values for plotting\n", "x2 = y2 = np.sqrt(beta * (rho - 1)) # nontrivial steady state\n", "z2 = rho - 1\n", "\n", "init = np.random.rand(3) * 2 - 1 # initial conditions between -1 and 1\n", "sol2 = odeint(lorenz, init, time_points, args=(sigma, rho, beta))\n", "\n", "plt.figure(figsize=(10, 6))\n", "# Plot nontrivial steady states as horizontal lines\n", "plt.axhline(x2, color=\"k\", lw=1, linestyle=\"--\", label=f\"Steady state: x={x2:.2f}\")\n", "plt.axhline(-x2, color=\"k\", lw=1, linestyle=\"--\", label=f\"Steady state: x={-x2:.2f}\")\n", "\n", "# Plot the single trajectory\n", "plt.plot(time_points, sol2[:, 0], lw=2, label=f\"Trajectory starting at {init}\")\n", "\n", "plt.xlabel(r\"$t$\")\n", "plt.ylabel(r\"$x$\")\n", "plt.title(\"Lorenz Attractor: Single Trajectory\")\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure()\n", "plt.plot(sol2[:, 0], sol2[:, 2]) # plot trajectories projected onto the (x,z) plane\n", "plt.plot(\n", " [sol2[0, 0]], [sol2[0, 2]], \"b^\"\n", ") # blue trianble labels starting point of each trajectory\n", "plt.plot([x2], [z2], \"rx\") # steady state\n", "plt.plot([-x2], [z2], \"rx\") # steady state\n", "plt.xlabel(r\"$x$\")\n", "plt.ylabel(r\"$z$\")\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Let us now visualize all the solutions as trajectories in a 3-d plot\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot(projection=\"3d\")\n", "ax.plot(sol2[:, 0], sol2[:, 1], sol2[:, 2])\n", "ax.set_xlabel(r\"$x$\")\n", "ax.set_ylabel(r\"$y$\")\n", "ax.set_zlabel(r\"$z$\")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The bifurcation diagram shows the possible steady states or periodic orbits of the system for different values of a system parameter (like $\\rho$). This is a compact and powerful way to visualize how small changes in a parameter can drastically alter the system's behavior." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sigma = 10.0\n", "beta = 8 / 3.0\n", "\n", "t1 = 20.0 # time to add perturbation\n", "T = 100.0\n", "dt = 0.01\n", "time_points = np.arange(0.0, 50.0, 0.01)\n", "\n", "rho_list = np.geomspace(0.1, 1000.0, 401) # list of rho values geometrically spaced\n", "sol_list = [] # list of solutions of Lorenz equations\n", "\n", "for rho in rho_list:\n", " init = np.random.rand(3) * 2 - 1 # random initial values\n", " sol = odeint(lorenz, init, time_points, args=(sigma, rho, beta))\n", " sol_list.append(sol)\n", "\n", "\n", "rP = 1 # onset of instability at the origin, pitchfork bifurcation\n", "rH = sigma * (sigma + beta + 3) / (sigma - beta - 1) # onset of chaos, Hopf bifurcation\n", "\n", "plt.figure(figsize=(8, 6))\n", "plt.axvline(rP, lw=1, ls=\":\", label=r\"$\\rho = 1$\")\n", "plt.axvline(rH, lw=1, ls=\"--\", label=r\"$\\rho = %.3f$\" % rH)\n", "plt.axvline(28, lw=1, ls=\"-\", label=r\"$\\rho = 28$\")\n", "for i in range(len(rho_list)):\n", " rho = rho_list[i]\n", " sol = sol_list[i]\n", " y = sol[int(t1 / dt) :, 0]\n", " x = [rho] * len(y)\n", " plt.scatter(x, y, s=0.1, c=\"k\", marker=\".\", edgecolor=\"none\")\n", "\n", "plt.xscale(\"log\")\n", "plt.xlabel(r\"$\\rho$\")\n", "plt.ylabel(r\"$x$\")\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The stable steady state at the origin undergoes a **pitchfork bifurcation**, splitting into two distinct steady states. As the parameter increases further, these two steady states experience a **Hopf bifurcation**, where one of the fixed points becomes a saddle point, marking the onset of chaotic behavior. For \\(\\rho < 24.74\\), the system exhibits steady states or periodic orbits, while for \\(\\rho \\geq 24.74\\), chaos emerges, revealing a fractal structure." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Modeling with SysIdentPy\n", "\n", "Let's visualize the data that we need to model" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[,\n", " ,\n", " ]" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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axSc+8Ql84hOfWMpuzMmUmUAe+slthdlcBrPbdt+GTtDBXfvuMn6/VJk+H7vjYwCA9/3kfXj1ca9OfL8SwloL2YdejmChz5dS+YwxZcY8VyZursBtvudmYnnmC+xMWTgLDlTmCNCAhQWufujj6geuxnnrz8Oxq441/mYlvG+6rbwSdCvUFPotZ1RyW2E2l8FloDQgP5sqeq6UEOdShH4YY/inn/2TndVZwMG7V8n3hdbD0XRTve/KtdVm+mn3f64MwXydbq/ndC7Ph6muyULfg7Q+7m/txx/+4A/xk50/6bntfPty/bbr8be3/S1e/Y3khMB4vByoHF5GGZWVMoDn9tSyrz78VfzdbX9nfP7mkqVQLcR6BFo5U9hypiRTW4qB8/Y9t+NTv/gU/uKmvzBe34V0FvRe9XK8C82o6E4yjVFRmBdtcpbmeJteE5+997PYMZtc0Xu+oKInA5Xx3vTSAS10+C1tf3/9k7/GD7b9AL//vd83bruQz8NNO27q+ZulXq05i+VAJaMpD3Ye+sltiY0xhvf95H343H2fMw42NO0z6wyXDp4mSl132MtV9G0pgAo9/8UOBVCn3xMULTBQ0avq0r7ox6JMjA4q0vr40Ts+ir+//e/xlu++JdGX+Z5bT5CecZ+9gP1c+skYw30H7usZntKv5X0H78ve13k+D+VCuedvVmKGaw5UMloe+sltOY0OVgfaBxLfz2XhPqUsvGFF4LRZ9FLaUgAV6sxNoYCFdBa90o8X83zTAIf+nQJwQjvA0bcTAuHts9sTx19sRiUrSFeyOA0LEM5Fu3Pb7tvwa9/8NaM4PW1/9WI9db8LmQVGM8Bs+8pDP4exUUeQh35yW2pT2A8/nf3IPKsM03UGeonzJ/PKxfQYDa+R+H4hS+j3YlTmUkfFCzxcdc9VeOjQQ4nv6H2ba+gnTb/ST7bQfAHfQoXl6LF7gZ+s9+BLD38JAHDn3jtT96dfS5oSbrKFTJWmLJltzaocqBzORsbslXLzcnvqGB2gTIvApVH4NqODumnQ0gfo5WISl2LgpPtdbEaFXnfTvuZyvp+773P46B0fxSXfuCS5P8IY6Pc5DXCkfZcGcNLCC6n7DAPctfeuVCBoBHZzePZp/01rDs1ln2mh0bT9UebKZAsZiim6MYjMgcqT0PJFCXNbTusFKtIcwIMHH8RPdiQzCujgaQr96APvfJgExhgeOPiAka3oZUsxcCrXosf1zdqH67dejzd/683YNqOuR9aLIZrLsW7eZV9xPg1UpGXv0GMntC0pwI06Q93SnO5/3v+fePO33yzT1bNaWp2d/37gv/GiL70Iv5z8pdJO77cJgM9FUJoGONLuQRoDBSze828r6LcS66jkQCWj5RqV3JbTelLVKYP1a699LX7/+7+Phw89rLT3EtPqx5nPIHnr7lvxumtfh3dd/66+t10KcV8/QDDrdXjH9e/AXfvuwhU/vkJp7wmKkA5kTEYzuHRLc5Jp5zVXgJMVqOjbXXXPVQCA/7jvP6zb99qnfg4fvPWD2NnYib+++a+Vdnq/Te/TXBi0tDWasmqBeu036/Nw/4H7cf3W6xPtCvg0TE6AuT1/i205UMloKxFl5vbks5CFuPfAvYm01V4Fo2yDNc1geWzqMWUb+juTRkWn2efz3H/jkW8ASJ/520wZOPus6qnb5+//PF71tVdhd2O30t7X9e0TLOnVVBVQZHAWNFST9ZqnVZ9NA0apYCRluzTnSXUQib6kAIC5sG299imsn3MD1HuQFajQYyTExyl9pEClp2Yp4yT5V7/5q3jH9e9IMkkZ6t/koZ/D2CgVmAOV3BbLvv7I1/H6b74ef/PTv1Haew0wNkc71ZmSn/W6KL2yfvRBcz6DVsG1O69etpAD55U/vRKPTj2Kax66RmlXrkUPvU6/YCl1dm26l3OYzVOgoh8vK6Oif5cGqNKAHb3XaeeuA765PiNZQIU+ZtN+GDPeUu7Btplt+OG2H6ZqUnSGMlV8TBgoE0jutzQGfee3zmxVvusV7tX7mgOVw8zy0E9uS2H/8ot/AQB8+eEvK+10wOhV88S2Dote1K0fXYa+r37NQZxB0m89lsUI/Tx48EHl/70o8fn0QRc/99QGpegjpjpTuGvvXYltqLPTn4+srEnqdylZP2kalblqYvoxZZ/MDCL1TDklE6oHm6ifw2XXXYa3/+DtiUqy9BlPq1ejf5dW5wboH7hSFlWvCdQr3Ass/SKIWSwHKhktX+snt6UwUwYCkIH9sGhU6MDd8tRy7b1YhIUEKlkGSJstRnpyWlirl+MyhSzoLLbXsXo5ybQMkXff8G68+dtvxo07blTaKRuhhw2zlslP06ikhTLSxKE6SEsDfHN9vrIIX9My2EzPVFqKuAih3rTzJus2/YiPKVDpZxJiM3pd9SUa0gTSwhZ69e6FsByoZDR68/I6KrktltlEkb0GGBv9ncbE9Nyn9pxnAQm3774db/nuW/DIoUes26YBlcWs1ErfYV3A2M+1oL8NWYg3/s8b8cqvvdIKVtLW1+nFqOhO8tZdtwLg2SzKNuTcdHCQxhZlZlv6qKNC66/oTMZcirP1siypxAmg0gOk25w1bU8DI2msVqpouU+QfKh9KBmyI79JsHkZQpgLvXzAQlgOVDJaHvrJbSFtqjOFG7bdkBrfp9ZL+GorCU6f1bS4eSaNSgYm8be/+9u4dfet+Kub/8q6Lzrjz8LazIVR+ejtH8V7bnyPsi09fx2o9KpEanMWB9sH8cupX+JA+wAemXwksZ2+b6B3ob0sVVH1e5HmJDNn9uihmIyF4voBYmnbpYlwbfvX/2+7XvqY3SvUZ+sndfx6f+cqPk57R9O23d3YjRdc84LEUgW0vzqj0ouZBfK1fg5r00M/y7XuSW5PDvuLm/4Cb/vB2/DVh7+qtNtSO/tZl8fGqOiDZz8pufq+epnutG390J14Fjaj17s33Z3GVfdehW88+g08OvmobDcVcuvVP1M/qbOgmSqmhR31/gP9Zf1YGYLQDn4SGWNzFNNmda5zzRZKE9OmMdj9gCbbsfphMejxZruz8nOClUt5n7IyKj31UWTbW3bdAi/0cOfeO62sUlroJ4tGZaXIHHKgktHS1Ou55davXb+N1zj47wdVCp/G95WU+B4CTNvASgeaBB3dR0ou0B9QSTsWnZXqx8jC7PQS+O1v7Zef9zX3xfsmziPNkfQqfmdL/55L6Md43S16I/rZde1OMi3EpzvltGdA2a6P+itpDltZY4eFyvHps0+P16ueT1pYTu6jj9Wf9WPaqhanPeP9vGu9RO22vtDf0hR4hQFKAa15ZdonoaXRjbnlNlfTBxKlxDVxmP1kKWTVqMxHTPvDbT/E5T+8XAECtt8CqqiX9kN3IAuhlZnuTMefu/Fner4JSryPcAw9N8qo6PfStK2+fa97SbelTlIPO6Td56ysST9hoblmEqWxS4ogmIDZXs+I7fyU6rNp96AHSKff0+vQDwjInAbei1G0/HbWmzX+pt96TInj5UDl8LKVskBbboeX/Wzvz/C3P/1b62xbf65s2Rv9xNTpYJoKVHqIENMG9z/50Z/ge098D5/6xacS25nMNsvTj9GLYaD78kMfb/nft+A3v/2b1gGYOvdUSjxFjwHYnQXdP3WuaaGLXhoUfdFCsT3N2krTXMxVa9JPrZQ0UWzW7Be937Y03V5A1QrSU6rP9rwHFmCqgICUtPO+xLR9sKW2SYhtrEgT0x5OjEr6IgO5SUsMNrmgNrcM9vvf+320/BZGKiN46xlvTXxvGywAjXnoR6NiWfQuERLowznr+xKO/oGDD1j7T802iOvvUa+CV7QfT0w/IbNgts9uxxHDR/B9EMdJQzNZqfl+sn4oUKHgJ20iQzUoRkYFScdcKVSUa5PmgBKMSrgAjEofupA0UJ0AHYEHlJLbKY5Xu5ZZF0i0hYGA3gyaLdSXFex2wuysVl96GfI93Q/tS1qGXS9GhTG2Ioub5oxKRkur9phbbjYTA8h1W68zfp+aWuib6e9eM0A6mKWmTPax5ozet7S+mMw2y0swKj3CLnRfNKxDS+LbGJW0Abyfgm9ZQgFpM9GeYloLQEzTHiiANLTP5lNDOCkF2Oa6snJPRsXCetD7Q4GWqZ82sJW28GCve5AF/KSCgD5CZX1lIFkmFxSoZGV2jGnZGsObr/VzmJl+A3Ogkhu1Bw8+iL+++a8VISc128Jj+kCgOD6LQ+81A6R6kKwaFSOjojuIaL/0WFlTSpV++GamyNoPC/VPMzDoZ5vYNasD7UfQaANgaSzDXEXMWWvi9OMkFwJwpIUy9L7Y2DH9Mz2ezqiksTS2ME0/Opq0fSqsVh8albQwaz/vdr+hn7RMv14THlNfl8vy0E9Gy0M/uaXZO69/J7bPbkfRKeI9570HgPqMUJFs2kBuE8IpC571cqRB78E/8V2Parf093T2Rot7pZlNC5FFKGtzblTI2vDjz7b04bTYfT/iyiyOSx8fOkFHPgO9ip7ZrklaxdGszFnWsEmv7bKKQ9PAMaCxf3MMD1oz3ig4ZAG80JNrIvVcOysDo5Ja9TWtsF4fmVf6trZnT9FiZcz061XoTj/eclrOqGS0nFHJTdi+5r7EC719djsA4FuPfUu2Kc6Q/FzRkKSUEVfqjSxAenJqfY0eMznaN6UeSUpJE4XlsQAtfSDsBcLoNhSEUEbFtoptGmjrJwPK5izSNCo2hsALvZ5hZXG8NEo/7dzSdChZAUc/GpW0ZzUBwghLZzueUdeSoS+JzDNLSLQXMA1YIO9RZoYyLTylv/P9ZP3YQLKFzdMrA/eqObNSJ+Q5UMloKxVp5ra09p3HvoMLr7kQV917lfF722yZDmq0Pe25shVG6znrsohp+6W/bQ5TEaumFFGzzUT7yegAktdI/IYCFVt2T5og2Vanplfmkc1xpWlUbAwBA0s4rsT5Rtdb0dikOKB+6P7UkESa5iJUnzdbSnVaCIQeU3/W6PXqJabNwqjofdHvdwIsWvqZVaiaBtDSruVcs35oRliqXqmPYwHpovCltByoZLS8jkpuAPDBWz8IAPjYHR8zfl8ulOVnOhAos22NkqZmGwjTZsyAxl5Y0pNTK9P2IerMIuLT+28LTaQxD6ZtaT9onylosbE3uoOj2/dkVELztbCFArLO5vXvjN9HrINyrCB7xdHMGSd9fJeWEdZPHRUZ1koBFf0wKrSIXBr46aeInK2fqYCwD2FyP2yeIuS2sXlZ3/kMYtqVMiHPgUpGy+uoPLVs5+xOvOQrL8FHbv+I0k4dojAbaLXpFxICWltWQWgeWBdjrR+qaxFmY3vmFO6wxO8Tgl0To2LJRLBl3NjAXhqQ6qVRsQFKG0BIZVR6CIhtjIrOlNnYEB10pglts4KYNAGo/n1qZVqL7iltKYVeGpXEc8qSIBKwhwFN+zSliOvbzZVR6ScNXP8+S+mB+aQnr1QxbQ5UMlovajC3w9eaXjOh3/jMvZ/Btplt+My9n1FX3TW8MsqsndY5sGTwJGb2NoduadepdsBOLWel/fsR09rEqroTtGpsUtb66ScLJlOMPgU82HQjmWaawhlahIsJxxtmd7y2FN40x5s1QycVjGhgNWtFW/371LV+MjBTgP3cep2Dss8U4NxrjSlr5lXG9XxSs6S0teLmWtPFFlqejxZrpUoccqCS0fRBOxfTPjms7bfx2mtfi1d//dXKi0tfWMoa6A4LsJe6p+22GU/ad/2Ums8iKEwt+JYh+0T8Xh8gxe/Szss2wM+pjgpLAhWq2bCFfvT99FWnxqJZmAso6nXOtlBHKtCaY+jH9h1jTF0FuUc9FAWopFW7zcBM6efQC6jM5Xr1BIuW7/WwrS3klRX4iP3I7fqoOp0lTJxWbyfTpGCFRA5yoJLR+l0YLbeVZ/cfuB9XP3C18oLed+A+bJvZhu2z2/Hw5MOynb74tPw9BSriN3RQoiJNfSARz1BWh5NWS2IugsK5VKk0HdMGSNKcTVYAlqkfBnGpjbGaC3joZ90jK1DpYzafVf+RVaCbloaeVYfST9l6egzGWObsF7pdP6AiaxG5rJopYO73IC2bK62PNgaq5zpeltCPbVmK1DWHskxOckblMDNtIp2Hfla2mXQjf/rjP8WHbv0QvvnoN2UbXXWULrB3qHPI+NlBXDdEpMTqwj/hNPWBQAyUqcyDLWOlj4XZbIyKH6ZkZ8xRTAvEg2RaSMsGirKEfrJkH9myqtLAXj8albT1hnrtT/+u39CPlXXwezNWwNwYlV5AJXEOBh0NkLGEPnpoVBaIUennubN9n/bupoFF2z3X07L7yfrJAsh95lvZm37CrMttOVDJaHno5/CxG7bdgLP+4yz89wP/Ldu8wMNjU48BAO7ce6dsp0CFfqbpfpOdSQDRoEJeXLFiqT4oCd1GYlCLHIsOYGzrmixIimbazL5XbNySAZAVqGQCYD20AoBdLGkL/cxX4NrPCs6ZQ3Upmgv9eFlEzPrxsjJnug7F9gwkxKS9wlNRZlIai2Hazqq/WQQGqh+WZk6sVgrwtz0/evtc66hk1mKliK5N/VkpE/IcqGQ0G/2c2/KZF3q48tYr8fn7P6+0f+SOj8BnvkwlBlRWhL58h9px+4HWAfmZhhIEaPFDX3HeklHRXnihaUkAkmifNvBAV8ql7Xqf9e8Au0YlzWHOOT3Zdl5zEKtmqaPSr5g26wBunQ2bdAIZNCpZC9nNdTaf6H9oPrfUqqgZAW4v1icBnDMwI6bvbcLXVAaqF2gS1yttn3MEPzawqIe8sp53v4xiFv1ZKrPZ71o/bGX4ubyEfkbTb6BpBdvcFs9+vu/nuP/A/Xjd8a9DweXry9y04yZ8/gEOUl517KtQL9UBANtmtiW2p4BEMCSA6uBmvBn5md5fUZ5dv+eiyJg+cAqgojsMGfqxhITSHGk/jIptMAPs4MdE8c439CP6nwbA0vpn60cvNsMqpk1LT7bE/oVlYZfafhuMMTiOMy8hZ5aMk8Q+FyDrp5/QT9aU4KygIu2aLBSw6ys9OWO9F/EMpWV5GfdnC0/10qhYGJW01aZtoC8P/UT2yU9+EqeffjqGh4cxPDyM888/H9/+9rfl9+12G5dddhnGx8cxODiISy65BHv27FnMLs3Z9BdTXyskt4WxbtDF9574niJgDVmId/zgHfjQrR9SViGmgOSx6ceU3wsT942CExrioS84XcDO1J4AKpZ2yaj0qeVYKKraVhQqsc85ltC3AZIEAItm/GkAYV6MSoaVi9PAXj8F9axMANmOgdlBRR+hn6xO0pa11M/ik7bv+gYHNkalR9ZPv0Jh0z5tz0dfupceRfd6hZP6zuRi2a6Xvu1cQj/9hDifknVUNm3ahL/5m7/BHXfcgdtvvx0XXnghXvnKV+Lee+8FALzrXe/Ctddei2uuuQY33HADdu7cide85jWL2aU5mz6j0tO+cuvfbtl1C+7df6/S9s93/TMu/+Hl+PBtH5ZtB1oHJLi4Z/89sn1PY4/yG5MJHQlNMZ7pxswJbRe/BdSXWzIn2mAt2vXBRTwb+kDQS0ybKtTrwwEwsEzVOXvGq3UBqUEbAsTX0DbjzwqWTL81/Ub0O0v6dxp7k1UICfQBHjKEwRZac5FYJydt0buMBd/6ZlQEOOgBqK3bzQdUZEgl7rXPrJoSK6PSp+ZFArse2+l9pTVY5qLFSmNbgZVbL2xRgcrLX/5yvOQlL8Fxxx2H448/Hh/60IcwODiIW265BVNTU/j0pz+Nj370o7jwwgtx1lln4aqrrsJPfvIT3HLLLYvZrTmZ/qDloZ/stm16G7744BeVF+OhQw/hd//3d/Hb3/1thcn47L2fBQB849FvyLY9TQJI2jEgoczI/tZ+AMkwgwj5UGBpAyS0eJkCVHowKvrg0otRsQ0kWcWSpmPOpTT5XDMArEyRpeBbP1VHM8XN+wj9BCyY07XQB+x+xZXzqbSaNTxiO9acGZX5lPkXfeyTUZkLqNB/a3s++mFp9N/2y/z0zHaygP5eIV0go5h8kdPwl9uWTEwbBAGuvvpqNBoNnH/++bjjjjvgeR4uuugi+ZsTTzwRW7Zswc0332zdT6fTwfT0tPJvKSzXqPS2htfAR27/SIIl+f+u+//wgVs+gK88/BXZ9ot9vwDAnfr9B++X7UJ/AsQvDU0bpqCFAgsBWnSmS4hoKXPSK8QDmBmVvjUq2kAg05Yz1iFJYwMWOvMhZGHSAdjqqPSZdp0mAs1CNc8n9APYAZNtG9NCgdZsFQuLlJV+18/DeKwegtO0Y+nHSzw34dwYlazAeM51VBaiMm1KX+Z6D2zsYE+xu0UQ3C+jovSFpuf79uerL42KBVAtty06ULn77rsxODiISqWCt771rfjqV7+Kk08+Gbt370a5XMbo6Kjy+3Xr1mH37t3W/V155ZUYGRmR/zZv3rzIZ8BNH7Sp43uym8huEcYYw4du+RD+5Ed/orwsn7n3M/jMvZ/B73//92VbJ+jg8enHAQA/2v4j2b59Zrv8vHN2p9wvfZFEOIcyIJPtSflZiFyBOJyjr+bb6PLf0PvVDtryJaWLuymMip9kVPRBRLbbsn76DPEspHOzzXAXI/NBhn4sAKEfhzHXsEuWyr99hWPm6GAzhX7mWEfF6iR7OfIU56RnlIhxrtdCgHPRhaT1NWsavWmftvWi+sokmmvmlYXVysySZQh9Znn+bUtI0D4C6J3pZ1niYLlt0YHKCSecgLvuugu33nor/uAP/gC/+Zu/ifvuu2/O+7viiiswNTUl/23blszwWAwTjEqlUAHw5GRUbtxxIx6dfFRp+7e7/w3nf+F8fO2Rr8m2hw49hKsfvBrffuzbuGnnTbL91l23AuCVXIUTp4CECmRpCGd3gwPTTtBRXiQhgKUAYrobM2i01okAKjqAFCBHFz/LcA4BJOI4fugr/bAxKuJYtnab+NEWIulLTJtRpJhwbv2IOjOs9QP0ZoqyzvBM+wCyASYa4skqVqbPRN/r7/RgrJZCo2IDRbpYmbLBacdiiFNs5+x4ezynNpYuDYz0LD5nS/3NmJqfpZ+9Mq96hmZtizEu0POfdYmOnlosSz+X2xYdqJTLZRx77LE466yzcOWVV+KMM87AP/7jP2JiYgLdbheTk5PK7/fs2YOJiQnr/iqViswiEv+WwsTDUi1WAagObiXb/tb+xMvw1Ye/inf/8N1KSOX23bfjD77/B3jzt9+sUOL/eOc/AgD+6Wf/JNseOvSQ/PzwoYflZ/pCbZ3ZCgDY1dgl2/a14uNRlkaEbShzAsRAhbZToEIBjNgfDd/Q31gBDDlX8dus2T1STGvRqNjEtNY4dx+MyoJoVPpdldaW9eObmaKFEtNmSU+m/cisI1iIReosYLSfrJ/MdUEWAhRl1Jr0WtV6LinUpuNlCf30k5pPv+/r2c94XbK+u2khNmV/Pa4XkH35BpPIlvaxF2gF8kUJpYVhiE6ng7POOgulUgnXXRenmz744IPYunUrzj///KXuVk8TN7hWrAFY3vRkU8bRNx79Bj5996eVh/q6J67D87/4fPzRDX8k2zpBB+/7yfvwv0/8rxSuApDMyEx3RmpG6MtLtSEUfDwx/YT8TBmTvc29AIDpTgwsqPiVZt5IQKKFmMT+KPhoeA358tDQz7THj5MFkNBj0ftoBSoWQCL6ZQuF9FtvJG3Q0rdZCI2Kfjz9t1kLvonw2UKEXPoZqK3MjkVDk5YmncY8pfXBqodJYQjmmm47F+HuXLUmC8aoZAV88wjTLEh68hzDnlnugen7rFlSadv2+76Z9qOf51NyUcIrrrgCP/rRj/D444/j7rvvxhVXXIEf/vCHeNOb3oSRkRFceumluPzyy3H99dfjjjvuwG//9m/j/PPPx3nnnbeY3ZqTCaQpgMpChn6CMFCcOMAfmM/e+1n8zy//R2n/7L2fxTn/dQ6uuucq2bZtZhvec+N78A93/gN+uO2Hsv2/H+Ql5L+/9fvSqVJgQRfhE8ACgAz/UEACxM6dFk8T2TaAFtqJ9CVKqMZvyX7QdlOIh7brTIvUoxAAY9WoWBgV0a6Iaf0mQhYm2LJ+AcxcxbQ2BwvMfcbfT9il5z4tRb16MRlpjnmh6qjQ42VlHhZCA2QDSwsZ+umXUaGza5OTp7Nm23n3G25Z6KwfpZx/jzLzmRm3PvRZfWtUerGTlsykLIxiv/WMsvbR9NunZNbP3r178Ru/8Rs44YQT8IIXvAC33XYbvvvd7+JXfuVXAAAf+9jH8LKXvQyXXHIJLrjgAkxMTOArX/lKj70uj+lApZeYdl9zn1LzA+CO/i9u+gtF7wEAH7jlA3jufz9XASU/2v4j/P3tf48/+/GfyTVqAOD//uz/AgD+4c5/kG0/3/dz+fnOPXfKzxT8CFBCgcXjU4/Lz7QOidCM6OBJgBkKSGha8FQ3qUGhzAndJ20X+6OVYQE7gJnuToMxZgQqNkDSj3ZFb7MBj17alX5nPEsh/tN1HWn7tDmIrEyGfl5iQcc0mjqNURH6sH5DUPp1N+nM5qoBsrFgfYmY51hsTFx3ve80a0nfF+2zfn+BpAMtOAX5Wz1LLEsfMwPqaN+uw11SP1WZs7IVyrM/V4FumHyWTX2cq4jYBFRM24YstD5jWZk3Uz+fkmv9fPrTn8bjjz+OTqeDvXv34vvf/74EKQBQrVbxiU98AgcPHkSj0cBXvvKVVH3KcppAxNUC16iImfhPd/0UF3/5Yvz7Pf8uf+sFHt74rTfiDf/zBlz3RBza+tx9n8PXHvka/uKmv5DZK1OdKXz54S/L74X9dPdP5edbdvG6Ml7oKfFGsQ9a+OyRqUfkZ6oJEaJWCkj2NvfKB5GCEsGk6EBFhH/oujkCqMx0Z5SH3MSo0H1SlkQwNCJDR5gAMAmg0pmGF3rKS25iWehx9NCPiVEBOPjIXC/FMwMYK1DJ6EiF9RMiEY5fOJZe4QIgw2AdCevKbln5XvS/6PIVOHqFtMRxBkoD8juphYieGbEvY3qy1o9ebEYvel70ox/w0CtVW14LSx8UjUovwamtLkj0vItjyfsRVTkVAIx+Z3I0ttRYeiwdHOr91L/XK9OKPtrAr/6ciu3qxbrSf6B/vUymrJ95pjyLZ0i/zuIZDVigArvQDLazhH5M52d6TySzGZ23/t6atklcy6eqmPbJYmKgGq5w8a5wdP/yi3/Bjtkd+NgdH5Ntt+25TbIS3/zlN+U+aIbM7XtuB6AKUx+bekw+lLT9kUMcfFDxKxALVql+ZMfMDgB84DCBDwpefObL31AAI4APLTtPj0MZlUOdQwjCQGkDYkbFBFQYY0ZGRQ/xWIFKdzrRZmVUDOnJdJ86e9LwGgnwomf3DJYGASQr1kr9klaZVsy+sqYtiwEm60JjQDywlguqM9dZhDSNik1MKwTkOlAZKg3x8+0R7hDHEdeHfif6XSvUjH0A4oFanJs4Tlaxst5v4QxtKy6b+iH6Ke6l7rjEM6E7hbTrLtiDtHRi07F0oCV+T69v2izaFHYoOkXjd+Le6/0UDk06XqY6XtEX24zd9pyagIrYtwA3/aaOi8llP3WJeoVq5DOkXedaiTzjFNjBfN69gB3dVlgn6Ci/E33RGTbxnMh2cr/FtbRNeEpuKXEOy2k5UMlo4sEdKY8AiB3wL6d+KX8jCp3dfyAuYEaLmZn0ITR9t+W3ZHhl12ysDxHH0DUjYq0bqi/Z1dgFxpgCSOj+aOgH4GGekIUKqBGARGdUxLZUoxKyEIc6hxKgRvxGD/1MdibR8lvKSzPjzcALvQRQEdfYBEr0tk7QgRd4PUM8YkBueA1lZiIGs6bflC+vDkhE+0iFPwN6SGi0Mqq0S4deVh26GGj1EIRttgYkHQAdqOhsX85wtVmlyQGk7RMgmW7RtdG1NPK8NEZFOGAxyKU60lB1iHMJ/dj6oQM+6WSixStNhef0WagwcY11sCSur3QKvuoUjAyBdl1tjlc4C51BGihqQIX0XWdbxHfintD9UAdfKarMiN4HvZ86QyAX2dOetwSzYLmXuqM3MVD6s63vU79eYjtxv00MpQQIPcry6+BH36doN4Fx2kf9nuvbdYNusipyqLJQ3aCrAC0xTunjiN5HcU4Fp5AATIl+FuN3Xu/PclgOVDKauIHCGU13pjHVmVIAwT0HuCZFMB0AsGN2B6a7/LeUdRBpvfpKv7+c/CVCFiqgRHwWLI0wsS0N/XSCDva39ivgBQB2NnhRtQRQae7GdGdamV2Lc6KABIhZlwR70jpgBSoi60cMlJPtSQlAxOxU/E6IdcWLpzMqwiFNd6cleBD3A+CAR7SvqqxSthUOZLw2LtvpjFq0U42K2Lcf+vCCOOwm9q0XfNMBjO7QdWpWnxnrA4wiimTaTNWS7mqdqZJ96tuZZv1ActBKMCoWgCDPy1cdadEtJp2JNnPPyqgwxhLMjs5MDZbNLIfOfgAETBkcJe2n7IMmLLYxKkYnGaafc4KtyOgkC24hcS/FsYpOfO1NQmsbcCi6ReNs33Y9TKDUFDLqxajotWDSrpd8hiIQoANZ4zsj+mlh8mQ/XQ2Y2lgt8i6Jcc2kidGBrv5em6oiJ979oCv37cCRz4P1PdT66DqulTHRGU7Tb5bDcqCS0SSjUokZFb04mhCnUpEqwLNodEAiqrVun92utD8x8wQOtA4oD/mexh4EYZBgVERFVxr6ATiw0RkV8RsdqOxt7pVhGso2NLyGBBtra2vltl7oSdHrmtoaADzMI0DFcJmHxiRQiUDJlqEtvL1zSLIso5VR6eymulMSVGwY3CDbgJgVWT+wXu5TgITB0qB8IWe6M1I3srq+Wp4LEIOH1bXVcp8CkDhwJChpeI0YkFRXyetEtSuj1VHZBsROQZy7zqjI9kAFMHImpGXNiPOhq/Em2A8yA6QzHn2wTswqo0GHMdYTJEhdlphdhWYgoId+9Bme+D11pPrgKcFQyuqx1LnRwVwHTPp11ClxCdoMoZ9eLIcNPNiOZXKSou/yWBYnqYMO27FEe9EtWq9vwS3EINGQ2aOzFeI713ET2iAgWQBT16j0YhZ6bUevvx46tN0bW1jFFIbq9exL4BExTeL+2SYZFBCKftDjJa6XxvrQ65XQR+nvYcQeA/ye6xMJ0UcbeFYmDBYtFg1hrYTipjlQyWjiBgqgMuvN4sFDDyq/EeBDhHiE8/vl5C+xdZqzLGvr3Olvnd6KkIVSU7JpcJNsF+zH2vpaFJ0ifOZjX2ufZFSEw945uxNe6EnwIcDArsYuyagcPXI0gJh1Eb89ftXxACKgEjElm4c3yxnNvuY+HOzw0M9xq47jba19EpC4josjR44EwENEov2okaN4W4drUSRQGeZ9m+xMSuAxWB6U12iqMyUB0MbBjbINiJkLcd409DNQGpCOarY7K8GDAFH66skKcxI5tmqxKgceqlEZKA3IF7rlt+QLTxkVxlgiJKTPbHRGxTbj0dvpd/pgrQz+JIadGLQssX86m+7lAGyMigBg+vkKAJM2iCf0FQVzH2g/KEigvxO6MR0g2oCgPmunqw+bgAXtg+60beE6qYcxMFkJhsBy3fV7bTuWZFScQmKmTLN3SgUzmwXYHahpO7ptItRItDmCWTA9q/p11tkin/myD4mwiY1RsT37KaGfXmFP/R5IsKu9T1JH4xaM4UP9etkYFeP5CQaOaG3E9iW3JPepA1f92aPPgjX0gziMZrp/y2U5UMloAtWKQREA7tp7FwDg3PXnAuAAZbY7KxmK521+HgCuMRHhoHMnzkXRLaITdLCnsUcyKudvOB8AD+cI5mTj4EasG1gHgIMSAVTOWncWb2vsxIHWATAwFN0iTh4/GQAPEQnh7amrTwUQsxACqIjf7m3ulVqUseqYBFL7WvtkVpEAKgdaB2TbcHlYshMHWwdl6OfI4SMB8Jdl1ptNMirtmFEZKg9Jzc9UZ0oKXwWjMtOdAWNMgpKJgQnZLgBJvVSXDmm6O21kTgALoyKASqEqX2rKnCjtXtwuAAkDQztoJxgVnWlJaFQs2hVTnFsPC5kGVhpP1+v82DQqdDbda2avixETjJAecimpTAsNI8gBUpvVp4V+dIGfxzzld7YYfYLxscyG6bXoJQLtBR70cxZ6kjlpg8gMWtmnhdKnjIpJo6KH3YyMinZflO0MLF6CYSKZSZJZoKGf0Ax+jUyMpnGyMn9a6Qh9n2n6LJs2yiaatYIAA7BLzZLSgF25UI61XZbsO8o60sy7Xlo3GYIVfXQLRtaH9rPgFBLP33JaDlQyGhVsiQdAZO68YMsLAHBmQehUxqpjOG31aQA4UNkxy5mTLcNbpNN+4OADEiSct54Xuds6s1WyHxMDE9Jp72zEQOXp654OgDMnIvyztrZW/paGfo4eOVr2d9vMNgkSBFDZ19wngdV4dVw68n3NfRJ8HDt6LADOxoi20cooxqvj8rxF+7qBdXLAONA6IHUnlFER4GWoPCSdPmVaNgzw82j5LUx2JiVIVIBKxLLUi/WYUfFmJSARgKvRbYAxFmtUqkSjEr2AlWJFXiMKSCrFijyXpt+Ug4Pos/i9GJBsYlqdeUiESLQZP50lWWdyZBCkGQq9ZpWmzBibw9SzfgIWcDZDA1r62kb6edFBPDGoMjU7Jq2OhMKokBi9LmRNMCq2AdyQGSOuhZ4VYgsj9GI5TLN5/Zz7dZK21FgKDhJslkkfRJ2r0K9o9VdMAId+b2ViLMyCzqjo/RTnrJxfDy2Vfm8SoMKge5HhN5tOKCMwNbEVJmBnAyoSZDrF+HpZ2Dx6fmJ7hVHRxhdbZpLSR8t5u46beJaW03KgktGEM3DgYKLOHaYIr5y++nTpGG/cfiMAYPPQZhl2eWzqMQlUNg5ulE771t23AuAP1CmrTwHAs4AE+JioT8hwx+7Gbsm0nL76dB4SCn1ZVG7dwDr5212zcehnbX0t1tU5K3PvAZ6VVClUcMzIMQC4dkWEfsZr41hT5yGTfS0CVFZxoDLrzWJ3k4Ol0cooxqpjAFSNCm3fPrtdXjcjo1KKgcpUZ0oClYmBCalwF2Ew13HlNaZi2nqproZ+IgAjfuszH+2gLWe6Aog1vIZ0sNVCVc58FQBTqMiXnQKYWrGmFP4TA1IiGygacPSZfS+Nh9HhZIi30+9tzk3XBNj2CZCZXCFOUaVCPpuYVmdUKC2uhyZ6hUFoPygbQ0GdvBdBi4dxou8SIuYsoK1kuRbCWUTft4O2EjLSwVIi5GaYXfcbdkiwN9q6QpTS15kzCjjEfpTvCmb9is2pSUalaGZwik4xZhYMGpXEuRHwpjML/YZpbKHUVDFtj/BbInNMBwEmtsLEqOjXi2xnY65M10w+/4VSgvlIgKlQY96IsNr2nLuOi4obTSpWwLp2OVDJatGk1XVcrB9cr3x11MhROGqYazNu2H4DAO6Yjx7lQGXn7E4pvN00tEmGR27eeTMAHuqYqE+g5JbghR7u2ncXAA4+BEvy8KGHJRNBQ0Lyt3UCVBq7ZOhnTX2NBCoC1KyurZaOnIppx6vjUji7Y3aHDLlsGtwknZU4j9HKqNR7UEZltDIqNRxCq1MpVGQfJjuTkmWhjAoFKoPlQclC7J7lwGigOCDbdEbFFPoZq47JAe9g+6B8ASlQEY60WtRCPD4J/UQDUstvyYGgXCgrTItoF/0TM/5eabzSkWrsAp0l6d+ZHDoV04qB1xYyMpXT7jWrpLU0TEBFT1seKKuzTQnAHENoQguD+Myw/kioZf2wWKNSKqgzSgo6rOEYnZEgoM0ELJRrQXUCRNCrCxf1VOi5hH56MQQmkWRCgEtAjC3jKk3bYgv92IAzdbwmlkyeW8H8PBoF1z1CP736kqZRycqoWMGPdr8LjoVJsuhsTBqiLGypDP04dgG1NT3ZNeuOgHgsyRmVw9TEg+bAkaEJgAOSeqkudRxCULt5aDPGqmMYrYyCgckQz8bBjThi+AgAcX2U9QPrUXAL2DTEBbX3HbgPAGcWNg9tBgDctvs2AHxAHCwPSgDzs70/A8AZBBEa2d3Yjb2tiFGpxe2CURmvjUug0vSbUug7VhuTjIpIn3YdF0PlIQlKHpl8BADX6gjm5GArFtOOVEZktozY73B5WGbK0DRtXUwrNCqDpUGpBRKMCmVOdI2KKfQzUBqQgwktlEeBigJIope64ccAplwoyxk0ra+iMy16ejLAneZcQz9GrUGKc6OO1hb717N+aFl7G6VOtSEiI4zSzpI50c5Lpgsb0pP1Gb+eWqqfG2BO1xXnUXSLRko8rX+CPTOVoDcVBwPMjouCIpkiqrFmaQXM9Nl12rHoPm1p7UZGJQJ5RbeYYE0UMKKxHwqjYnBqVjCVwu7QY4r3Ki0soYOmfkFFWhG5XtlmVvCj1+Ix6IRSz9vC0FAmxgQIAbWekQz9FJKTGmvok96bHmEmx7GPC8thOVDJaDL04zgy2wWItR4njp2o/H7zMAcYIvwD8IyB1bXVEqgIE6BDhEeETQxMyDahOREZMQIsCXHsxMCEBCQ0BXhNfY1kXwQAWlNbo4hQRVG68eq4zJYRBelGK6NwHVc6eFElVw/9KIxKBFSemOGMCmVOGJgMgymMSldlVITIVoTBaHYPTU+mGpWZ7owEKrViTTpMEQYruSUJGhpeQ6YLV4tq6Ee8mNViVQUkUXu5UFbEt7JAXHlQsjgtv2Uv+KZrPLTVh02hn0RhKMvCfjZhXSLrx0Q5WxyA4zjK4CsGUskgsYhB0kJaPvPhh76RFrelJwP2lElag4IWdRPbUnAI2MXKMrMk6psC2opJFoBei16gKAEsI4cs9D0AEZRqqeT6sRKUvhZm0p1nyS1Zi9yZtCbUSepF/eR2rjk9OXE9RHjBoIlRGAKhe9IAId3OJgim14s+87bstEQROZOYtkc6uhX82GrZ9BDT2phNGo4xXWe6LWVU0jQqNjFtWnqyDP0gZ1QOS6OMyjM3PFO2i886UDl5jAMYEf4BuNbDdVwZ+hEm/i/YE2GbBjdJlkW2Rf8X4EbYxsGNGC4PK2K0wdIghspDMuwiTPxfCk6jEM+a2hrJqFDNCRAzESJLKUvoRzAqQ+UhlNySdBwiA2q4PCyd3WRnUvaDMipClzNQikM/ukZFOAkaEqoVa9JhCpBXLVZlmzXrhxR8o8yJEvpxy3G711KcJtWu6NlAbZ/rGmSIJBpIhMM0KfmzhBLo7NdWe8OWnqzUfdBnV4gHLQqAdEAC8MHQll5NZ3I2psi2pgztK3WY4hqWC2W5LQWHtB96oT1xDWX/SME0W2Va0ww7LcykX3flnHtoLnqJQ62Miqngm4GpkNlOpOKp7pToM5VW8M3GOPRiVHQQJmvtGLbTQz/0nGlfezEqNOVZ739W8bQsT2+pDkyfIZOYVgdNRpbD8G7T86fPXtEtSnDdMzOpj/Rk13FTq0UvteVApU9zHAfHjB6D95z7Hlx66qV42TEvA8ABiUDnlUJFsi6UUTlp7CQA3OnTAUyEjYTIVvxmpDKC8eq48ltRb8UEVBzHkToVIM6SEX+FCYZFABVha+trE206UBE2UhmRgKQTdCSTsaq6SjIqosidcNTi96J9sBSHfvY09sgXabA0KJkWAVTqpbqiARGhNCXrpzurMCoCwIjQT61YU2bTgnWidVSaftMYEtJDPyaNCtWumBgVBmZkHsQ1pFqOnoyKYTCjzEciPdmWTmkR8QHx7FdhVMKuArRErYV2EOtDxHUHODhTslK0wZiyAXK9GVsRKnLuAsxQMa1yDVPSNmn/ukHXKDK0psAKMS3Rw9BUTt0BUVCkf9dvum0i6yfsImRh6mw+LeOKsi36d2lCW9pHm5Czl8O2sR/0eUywbpbwoDUjy3QPtLotc9UJZSn4liVUllWEq29LGRWdDdNDnAnWJ0N6MtWo6OuhLYflQCWjUUoMAF5/4uvxzrPeKV+qklvCu89+N+rFOt599rtlCOC5m54rZyQvOvJFAPjAL1KMAcg0ZpEGDAAnrDpB/vaEsRNkuyioJkJAwgRwmRiMQYkALb0YFYA/mOO1OPQjTIAOHaiMVkZRL9WVugclt4TB0qAMCQkTjlroVASYoKEfEQ5y4KBWrElQItYoGigOoFasyWwgkcJNQ0IzXhz6oQBGMCr1Yl2+vEC8JEClEKcnU5GtIpr1mpLepqEfypzoQEWvoyLadS0HoDp6xcmG5sHaNAjqzohmwCTSZw1aAlsIgg5alHa2hV3KhbISgjCxN4mZu2umzOm5U5BAY/SmPpTckpxp6ixHpVBRNDem9F4ry1FIMiqmoluUKZJrtIhMJy30kzXdVtceiG1NdVQSugS3kJh5pzFxpqwf07INNqbOxNLQ/dKsGcaYMfRjq7VDv6Pf92JUTP20sQY6A2ID/iaglVbwLSEi7pGJYyzMSCY79HqJSYGQKaSlUNsWQaRi2pWkUSkudwcOF5Pqa8f+m9ef+Hr82gm/BseJf7RleAs+d/HnMNWdkkXdAOBdZ70Lh9qH8IpjXiEf+qevfTqOHD4Sj08/jhcf9WL527PXnS1Fs2euOxNAXFkW4EyFcIabB+PwkdDCCAZFmAmojFfH5boeA6UBGYYRYEcHKgKMjFfHZThoVXUVHMdRSs8DsaMWjAptF4wKHYQdx5EA5lCHl+IfKA3AcRwMlYcw2ZmUSwLUSjUJPg61D8UVRks1+aIKHU+1WEXBLaBWrKHlt2S2U7VYVQAJ1ahQ5sQmppVhCOK4KaMiAFbAAqND74ZddPyO4vj0GY+cAZaSM0AlpZAMLmnZLKYaGjZhnT7jpv2vFqpo+S0jSOh2u4nQilw0T5vZCg1FCy3r4ElFsOK6UJBAQaAy0zTVcylW4Hu+GpqiYKmXwDXsGJ2FSbNQLpSV0GEvIacpfZkyJ4nQWooI2wZi6Xf0/uoZUrSEfloWi1yMkeogUrQaYjuxTERaKJLeU/EemUCTja0QKc8hC63hpCy1S2hf9PW46P12C25inzpLZmKgTKJlZXkMQwn9kltSQ0IkE81Wb8cWZqLXkoppV4JGJQcqGY2+1GlGQYqw09aclmg7ftXxuPplVyttBbeAqy6+CttmtuFpa54m23/95F/Hg4cexEljJ8lQ0khlBOetPw+37LoFrzjmFfK3Z02chasf5PsVVWmFFkSkN4tQEw0T0VDSmtqaRDVYHaiI9rHamAQqArzoQEW00wUEAZVRESbCIUJMK0wMDMPlYUx2Jo2hH7oQY61YS7SLQWKgNICW35IAplaMQU1Co2JhTpSQUGhmVHQAI2q0mBx6glFxNZreUrobsBdpUoCKLV6dFvohtYPofhXauVgFOtzBKYNnoYoZzKhAJWXmrlDmFoEfrR9Cr62JEqdroNjWxKE1c0T/etWXMGlUqE5Ar20iWBr6PKQVg6PHogwCvY7VYlVxvGmz8iyhn16Mis7EKNdjjpoLfS0ZU1jCpq2goE/ZpyVUJkKO7aCdyCQyFYOj3ydEv9p2QByCE3103WSFWZuwt1das2mZgzQ2z5SJZmLXbOnJ9DxWkpg2Byp9mpNGqSyAra6tNrIXn3jBJxK//ejzPoo79tyBZ214lmx77qbn4ux1Z6PgFnDhlgtl+4VbLsTXHvkaTlh1ggQHIuQEqAzNxMCETLMWISbaJweOZGVomEcwJmMVNfQjttUBzEh5BEPlIThwpFMUQIUuVQDEToqGUQAVqAggJlTtUqMixLTRoDNYGsT+1n7JqCihH79hrKNCC76VC7GYljo7PVQk66IUuOMWReb0Wf8MZhTNQ1o9jDSNChW96mJPMWhJZ0nra/QIuehMjWQz9Bomhjowbb9tTN3MopPQ+yHOIWCBFFOLayuOlRq7N5V3D7py8pGpOmgpCYpKbkkCy4STdJKg0xT+MB5LW9hPfz5afktxTmmLPrpuug7FVrvEddzEdTT1MaG5sAg29QqtYts0h01BtThvWoSsV6q0uN/toG2tNdLrHnSCDkIWJkBzov+GLDrToqEJbQtNHzdcLweOAppsJfRNAm8BpBQQYmFUaHZrHvo5DE0KCxcZqPRjQ+UhuZ6QsFqxhqsuvirx23ef9W5sHtqMi464SLYdv+p4HDNyDB6bfgwvPfqlsv3MtWfill23AABOGT8FgJqRRF8qIe4FYlZGZAMJE7oXnVFZXVsN13ExXBmWWUYC+OiMigBXCaBCsn5kW+QABOgR+xaDjhichEZFT0M2alR0MW3ksAQ40n+vtJOQkD7rVwYZ4uhtpdBNVLV0OK7KqChARXOKtL6GddCixZ+i37T8lhzMqJCVMiqUzaAakF5OyDaD02Pu9PpS6ps6baVonrYYZNEtxuAmaMvfmbJmhCXCC37HzKgEvUMg+vpLeuVPuhqwCHUkgFHksCmAMWZVEbZFvx46AKDfmWbWgi2i39sYBxPYptsJUNgNOfBNTU8ODWA27JNR0dg6PXsncb+19HL9faoWq3KCpd8DW60gYx8NDJRJf6MzHLb0ZNM7L46XRYtlmvTkjMphZCJtyxTaORxstDqK3zv995S2glvAf730vzDTnVEyg15z3Gvwg60/wBlrzpBVeEcqI1I/Q8ERFQCLrKV6qY7VtdUytCJSnimjMloZlQP4WHUsCVS0kJBga3SgMlIZSbSJwYCKVYF40BHARoSPqoU464eByVTrRMXa6IWlGhXxWyAKQxSSQCV11k+cLHX01mqTItXSkJ6pMCqhyqjo9VfoDNa2+Jgpm0hkSun9p+nJpYIKtOjMNi3EoOsdhOmZQT7z5fUtu2VloFauoUVMqzM7QuxKr4We6WDSGJicRcIBmVKGhZMU6elRvRmh39GZDpFZZus/BQeJrB8TGDEwKjamy3Eco+g3C6NiCqPpBcW6Ic/gSmP4KLihz5uwXuncaWEvWagvKh0gxned9fJDXzkPAfwES6PcA+28bZk7yvWyiMmNtYxCewl9hckrqqyVqUqx7Z1PYziXw3KgktFWIqOyEEYruAqbGJjAl17xpcRv3/+s9+PLD31ZATxiJWf9MwUqpjoxNJS0YXADHpt6DEC8aKAe+hFsjA5gRsojilgViMEMTf8F4tkfTVcEYtGsmCEdanMBr15HhTomMeAIgAWolWynOwSoaBkoVMtBZ7ImR9QNujwrwjAYi4HVFqIxla4XxbJM4QLdOVMAJI6rABUS+mkFZiGrksZrGIzTaoAIo8xOtVjFrDcr+1EqaKwOzQbSgI+JbekGXflZqUmhsRwmzYIpVBcwXg/Hdi/pddVTlwVQ0e9n028mQmjG+2wCuJSNKJqddVaNCn0+EpqLsKusfdQr3VYyBF5So5IF9NG+CHaQgnH6zpTcUgI86MJkUTpA9Fl/34B4VXRxrWk4yRTy0oEWvV5G/U2KRkUBW2RSoJfQp5OColNUtUwEFPUzOdEnDsthOVDJaIJ+7iWmfTLbmWvPxJlrz1Tajhw5Eh957kfQ8ls4Y80Zsv3iIy/GAwcfwIljJ0rAIFKrATU8RMNHol3XuQg2hqZPF51iIhsIsIeJxKCjh4qqxSocx0G9VE8uSlhKMiemdjEo6KEf0W5y3EpqbdA2Mg908AFi8CXARqlQUp5NG5Mh2gE1I0gRS2rOme7XFNKiM1zKFOn9pzUmbLN6m0Okv6FARQBBhZXyzaEfEaM3DfrtoI16WJf9NukxaB9kHR7mywGcHktcX6UmjlYtVg/9yH5E+5bAjFQHFeJ20/XNkvVjXBMmTD4Dpqwf08xaZ5jEdTaF+Uwl4W0ZakrWT5ogmGpUxOKZdE2qMFs4Rr8H4nem8xPFJAEDWDQBtDRGxVQtNoVR0TOzemlUim5RslZCfEyvsY29pO8jnaQtt+VAJaPR4le5qfbCI1+YaHvzyW/GSGUE564/V7aNV8dx/Krj8dChh/D8zc+X7RSoCPZlpDKCerEuZzEiJERrwgxXhuX9WF1bHQOVshmoCACjM0hSu1KsKw6hUqjIlzsBVKKXWDAqYnCSDl040mjwMRWC0x2jLd2VrkVD68C0ghZKhZJ98DfEpMWx6He9Bi3HcRIMUskt8XZSF8JWwyStaielo3uBBAr4JKNCQELAAjmoUp2MODfptG1OxunNLlHH1fAbif2JYxkZFS01XIQJvNAzhjIog0CfS33RShOlrzMHRsGs5bmh52sKm9BtqaPXQyDCTIvsJTLUwuQzYqq1k0Wjou9Tud/aPagUK4rWRD8/Gm4U99uBk7ieWXRYAKnDozNQ9Pk3CIXpZEHJKCSVmXVWFoACVChr1YtRcR1XyWxcbsuBSkaj6uvcelu5UMZrj3+t0uY4Dj5+4cfxs70/w8VHXizbn7H+GfKzSKl2HAfVYlW+JEIrQ2u/0Losa2prlAUTgTiMJEwUkRN/9faB0oDMEALUGZpwgA4cFN1iglHRgcpUN3boQJzlMOvNKmJUkxBOL4ymLExGUlM7fgcom4s0JeqXaDRwP86ZDlqJ8yoma5goAMzvGGe2uqhXmTGmzPLEPZEaFSJgVtqJdgVIMhI2J2nSQNA+KEClGwMVx3FUcWjKInXU8VYLVXihp4YyDNqRNEYlTYhqdPIpBd8S+hXXTThQxpjyDCvPFbnXTsFR9glo9VlM7J+pjgojYMvA/tF1exSBK03H1dO2CRCpFuNaQLZ74Pu+ZFQoCBD7pCBY1zmZGBVxfsqz5yTBA71eFKiI61x2y8qkQAcqpnEkyzvvwFFKNiy35UAlo9G0rdzmbhsHNyaq6p48fjI+9OwPYaQ8ooh6n73x2fjGo9/Auvo6OdDQ4nUCvACxYBeIgYeefSQAjF45V4SCdO3KQGkgEeqrFCo8TBTNJGWGRjSLEoO6YFTEQCEGL6rxKBfKSv0Nm9aAimL11FTaB1ruXGFonNiRiloSWeLVcQjCSTBF8rwICyLrzFCBa2DXVgDmLJHELK89CQBwGvsTWhmhPxDOUrSXC2UZp/eZLxe8FMcyASkaHrEJekVRRD+M90nBaDdUa+KYwg4KSCxWMOPNWNPNRT8VoKIB2Syi0bSMIFPqsqnCrMnxiv3q4YWCW0Axci/03GyVT+nzmBa+SkuVFvsUuhFbeMR0XfTaLPr3Tb8p74EJBCjMCAlF6tdLrx9DwzGOy30LDbWI60VDMW0/rgdDtVh66AeA/RoXzc+58HP0eDmjchhazqgsjtGidcLefubb4Yc+LjnuEtlGF3SkYSDKtIjP9WJdVqEFYgBjK/GfKDJXrEsnJNsiMEMpb4CEeLS0ZbG9SYxadsvGQUavTEuBiqCI6QzQVpmWzigBqOK/lLRVYeHBX/L9Pn4jasddbDwvWYnXa6mDpykTwRQGoeEHm0aleRAoFeH+9F9RHR1Q+lEulJVYPAUwAGQF2lRGhThXmrYsjDIIop7FbDgrgYp0CgR06MXGxD0BzJoLk1CVpptLJ+kUEzUu0rJ+TCBGf256Va3Vy8xTxyv6KGqbUD2SeO5sGhVj5pJTTFQHpoJgY6o0YtbIJHDV199Raoq4SSCmn7/4XjIqjgoC6Hmb6s5QRrTsls1pzQbGi27rOI4cW5Tik2RSoIdflT5aNCoJ0XgYH4/Wilpue+oqQ/u0rJVpc1s4mxiYwN9e8LdKaKhcKOP3T/99bBjYgDed9CbZvmVoi/wsVph2HEcJ/9iYFlnin6RPD5QGJNtAQwiCDtXZF/EbXXQqBjnxvWgvOIVEFoNVjEpnXVFITHwH2FMKKfChffECTwExJucMAGznHXy/j/1YDpJUowLEQIUyFno2U9r6L9SZ2AbPMJobuN2GUaMC9L7uCqPipGhUUqqwit+IAZwKeumxqDBaZwhCFsazVkP9EkCdRev9F07cFDLsmb1jY1RM6ckpYEoAAyBKiXeTz5yy5o2hlHwWRiXBfrhJHRNjTAlX2LKhbKFUqg3plW0jNCoCgBnfUbeYYFToOevvrzGrx/DsFZyCfMYZmPI80BB1Kutj0Csl3nnKqJDSDMttudfNaHRGldvy2tvOfBu++9rvyqUAAL4ekuu4KDgFWaQO4CX+hYmCdDqjIsAHbaeCW8q0CCdFY830/3qdBN2h686NZgHQNXRsgziAxMzY5HC80FPWw6Hb0dmmKW1VWChmV+S8JVCJHKYOHPT+66EJm14jrW6DcIsuWAIY6f2wXV+hJyk4Bc5IULGvQeMh0r/58VUGQWfNTDS7iR0zOck0RsVB7NRmuxF74ySPRVOybWBEofsF4AjtIMYkYNYzVcT3thCIaYVeW0gprfBZlqyxxD79tjHrTRenm5Y/AAi4cN3kPUgBART4CCZXvp+RuzXpoyjAoaEfeR+8lrJ6NH3O6URKD0dSEEbBlD5OCaMMTi6mPQyNZkDktvJs8/Bm/NsL/w2MMUXnQsNDIrWZMioDpQE58FCgQlOYhyvD2NvaK38PJBkV8X+h6hemO0wpRi3EoQkgyajYBn8ACbEeTWc1CUt1R2qlgUltFgAIo78uWKJgXAKApVTiTdOopK3uKyyMJgcuSwJEWz90RoVm6NB2JVWbzNhFP6rFqhrqgBszKl0Lo2Ip6kcdE6DqGRQdB2FcxHOl30uTk6Rhk740Kj0ygnS2RS7QCjszYgrzAeZMMrHqrzjntGUWbGwiEIFIIjgV3+l1fShYdB03scSBckxyvwUYF++h9RlKYTwBxMfzOz2z3sJZPu647UkUurNSsE2fvaJblHWkbIyKkn1nSfPW+0qrdS+35YxKVpOLJ+dAZaXaORPnKGEiAPiNk38DtWJNWdWaMiR0HQ4FqJBicTRLSMymy25ZDlgAYVpKqiMVA4IAOJORMFTMGhXnRhbaM83OBaOSmOESTYPIfACS4RE6YzOJaQGtVkYKQBD90xkV13EV+p4eizovXZiZmp4sQj9I9kNsI66vWG1bBw+if8YBnM7YtWqeQJJB0IXFJiBIww4m5wnYC5hJnQCcJJNlYMdMi1km9DCGY9mEzDScYqpcrLNCtswS0yKTtjodJkGzSEE2LbOgs4lin6Z6P7RAIz2WPJ5BGxVKcORkAoumEGZCC0S0Yvp2FIRRZieIxguXAejMJNg8HZAnNFqWcURm6wUxewOoYUe5CCh5R5bLckYlown6N9eoHF72tLVPw02vv0mp61BwC3IGQle2phoVmvpMq+GKOiZCbDbj8YGhV0hIMDTCkYoBhirrKYUvZq36IAggMchQRkXMVJt+0xoGafkt4+xKHE8MmJxR4XDFVM2X/pXZNq6apt3227HYkTgSQW+bVs1NpCdHf13Yi/jJdHEBBMX1tTgZpcKsVodEZAq1/TZGKiMKg1BwCz1DP3rNExoKoMX7bLockzMXzxkV7or+m5YuMC2VkGBUDNVUQxbCZ34q2yJCRqbv00TE9Nwoo9L0mkZGQoIR0k8dzCqMiq0wIQGL7aCdAItmjUp0Dx79YU9NUjfspofYtNIWVpBpAK0s6lMBDPA7qBVrmOpMGbMKe2YmWcoHUDOFfgD+7OqVvpfScq+b0ejMO7fDy0qFUiJk99HnfRTHrToObz39rbKNholo+IgCFfryUvZEfLYBFTnjb6szflmrgAIVS0EvMfjIIms6oxLpMBLVcYVzNjAqIt1WgCAlm0KGfgxMhgAqurg1Cj3Q+DYFIzTFEsjIqER/XcaMVYUBAxB0VSAo2Q8nRV8gNECWUvP8WqSEfopJ4a4+m7fpO5TZvJgUUT2Mhb1Ramdoacu072nhHcqaAPy5Molw5T2DCg7oc2UUsBqKs+mglWo8dDCbJji1AhVtCQvl2ScaIFP9HmWfO+6Q+9RrJplCqQWnIN9P0zMOqM8XXYjUyKhEbJTLIIEKkF6nydSuhOUctQAePV+lKjJhjZc78ydnVDJaXkflyWUXbrkQF265UGmjJf4paKFMCw0P0RRlK6NSUoGKeI70GX/TayoCTDFA6NkLABIzNhYNIu7BR4FuMwFUxKBFQQJ1YGKfvuers7norwuWSMcWoCKhDdEAQtNrynOnTkish2Mq5Z9ITyaASWdUxPHFMYRz0wGTzLbSMzYs1TwbXiMhOhXXKwF+ejEqxAHp+ghTDRtZBM8AinRGyFZ/R6zplCYUNlUMFt+baqzoQlsHjsKM6FWXKasmz83j98eZ3GZk+HRgByBV/6Fcz+ndiWdfhCJtoAiAFcCJYyaKO7oGoGIQxbaDthJGc13+rtEV2XuxHGHUJxcA/LbcVq/fpD97xnAkS4YjxXfi/3RcEKzKTHdm2QW1OaOS0SjSzO3JafVSHb9+0q9j/cB6vPTol8p2WuKfLqaosCvRi05npkBSQyFMMirFuPojXaxQyYiwFHGS1Hibz64KDEBzvwRHUpdRUJ2bPvM17RMAQrFshEGjood+pKMxMCrKQoFatV9j/Qld4Bf9TQv9WK9vSa27kqbx0DMlbAyCVVhsyIDSNSqmtVhEP+LzTQoahUZF3C+FsSKzctuaTjS7S6wTRWfYoiCg2M6kURGrPOviUOX8iDM0ZrFE51H48UeMTBO9vnrohzJGxuJzd3xGXhf57DtJNtEG/I0sDUtmvElGRYRgvZYxxT1kIbzQS2T9yPP2WkpYy6QbCaN3xwUDgq4i9gaS6eo2jYoN0ALmsKO4tyullsqiet0rr7wS55xzDoaGhrB27Vq86lWvwoMPPqj8pt1u47LLLsP4+DgGBwdxySWXYM+ePYvZrTlZzqg8NexPn/Gn+N/X/q9MZQZUoEIXRaQ6FuEQe2lUhOmMSsNrKA7dNkul+5QDa5s7YQcA/I41NEEdAA0XADBnHIh1WWBgMgSjog2cJkZFOPSyW0bZLctB0LYicKJCbvTXddzEdex5fXuwH8ZqnhbHJRgEXa+j62TogpRKdkvQToAiU/ZF2nor4vdU22QKt4j+m+h++R1hTeh5U/EkDU+J7VKBCjk/I6MS/XVJleGWHxcLLBfKCqAGVB1Taqp0uZ5kEwvJZ58yNPSaGlOeERda00M/VAxMRcs0849qYnTnn2CgtJAuAARBVPuEgTMqmlhfDzvaGBWdmS24BfkblUVVF98VbDJd62w5bFGByg033IDLLrsMt9xyC773ve/B8zy88IUvRKMRo7N3vetduPbaa3HNNdfghhtuwM6dO/Ga17xmMbs1J8vTk5+6duL4idLBUvEtLdsvQkIlt6TM7nvN+I3Mg1uKV+kNfWWhPUDVJwAxnU4Fd4C9pkiWWSWgMhn6mjo2BkkM4or2hiygpocK0lJPhQUi+8hxe4ppZT9ci5hWm2HrSw0ASUaFznqBZFViCR40Qa+s8WKYzdvCDoCqydCPpQPcltdSmDixphOQZFRoeEdPVwWgaCtMGhXRT11zYXuuKOCIa9KITDJmBOMlt6RUYAWgsDR6GIpF163AGFCs2p/9gv3Z18FPSLKUHIcpoNB0D5p+U7mWIl1Yv5Y6sKNsGK3nQpe4EIxKAQBC3/o8iHMQtV70Io96rRe6jaKJ0ULCYjL2wMEHlGyppbZF1ah85zvfUf7/mc98BmvXrsUdd9yBCy64AFNTU/j0pz+Nz3/+87jwQq4XuOqqq3DSSSfhlltuwXnnnbeY3evL8oJvT10bq47hMxd/Bu2graxTRMv209osqyqr5MxGDGYDZRWo6NqKme6MHCTKrgoKbKmpsViPD2aOJrhLE9OKzybNgzDOqPCC3wBP0xbOQw/9CNP1ME2vmSg8VyvW0PAaSrqurTInGIvTk52CldnpxaiIGWGvbAggCR50NtUWBhNhPCF01BkwnUECknojwLxirn6+lJIX/aKLI8o1nQh7IEJNnaCT0FUAkZ6qlcwKEyCnG3aVSsP69UgwKqVY9+CHPkqFkryXBQ2oyJLwhbJyb0SYCjCnEgcRuHAAgOxTf/bT2EQ9nBR4ceilQNa5EpZgDTVWS1znpt9UhMlpDBQFduLc624dYXRdHDAgDJPPuVhjTGTf6dlhRDSri/IrhQpmvVm1JAEzMyr/eOc/ouk18Y6nvwPLYUsquJia4i/w2Biffd5xxx3wPA8XXXSR/M2JJ56ILVu24Oabbzbuo9PpYHp6Wvm3FKbfwNyeWnbamtNwzsQ5SpsNtNBquJJRKapARTIB0WAnZpQAn4mX3JIchGyDrqSqAzLrIsI4W5n5NI2KcdCKYi80+8kGEHSNSjfsSnCjz/4UytyQXQIACLyY2XEL1qwfnbHSmSzBcghHZ6PE6W9M9UbouQnTGRXbMgNKBpQ2qzUuSkhCP7Zj6U4SsFc+pdeFVm41zvRtGqagnWBUJLujPVc0BCLYCHEvHcYU5oSGQKjD1sFdYh0dwTYyBhDRd1oNIX0NrMRaRuT5c1nyfuvPeMuL+68Dh1bQSjJQJQtQMdQzku82A8CCxMrv+viiP3tpgFwvHAkkGRWaPEAZ5KW2JfO6YRjine98J571rGfh1FNPBQDs3r0b5XIZo6Ojym/XrVuH3bt3G/dz5ZVXYmRkRP7bvHnzYncdQM6o5Ja0Z254JkpuCevq63DM6DGyfawSv9zCudPMA8AeEgKSYSE9bJFgVKI4ttSoaNvpg7We0gpYZvZEo0LPhfYtoRkpqAAMiBkGWWOFDNRK/QkToxJ6cdaPU8BodVQ53miF/98GVGQILXJOwtHZ1liiv9F1ELrGQJhe1E8XvprAQbqI2c6oiPtEGSsr6CSVT8V9prVLUkM4ej9JaFAPg9N96lVy9bR3AVQKLDTWPCkXygnBtWnhvvjZp6GRoC9GxbRGExCzNHy/TjLcotUKouHNNE2MiYGiGiIanovZ0ghMRueXCH2KrMKyWv7A9Czr9ZhM4nV9Qk6BCk0kWGpbMqBy2WWX4Z577sHVV189r/1cccUVmJqakv+2bdu2QD1MN71oT265TQxM4Euv+BK+8NIvKKss29KZTdoVoSugJmfulkJTiWXkRRybqRoV4fD1/RkFugYhH9WoAGpFXwEQCm4BQ6V48JTnVSjJfYswmD6I6yEG0wyPkf7QmhfC9Doqej90JkuvgWFkVCwVXMXgrRe+0kGRPqtN1UcYdDkUGFkZFVOhQA3gKsc78KjSV72Wjv6d3k+lgF9GjYr+HQAEkbN2KFAhNU+EFszmzHUw60fvgMsABJ41NZ8yHPp5J7K8ovvuMAYHLKl/0os1es3E+0T7mWCgaEVeCyCU+jMhpgXjjEpFZVRE38U7KCbUWRiVXmFHAFg/uF5+RxMJltqWBKi87W1vwze/+U1cf/312LQpzqCYmJhAt9vF5OSk8vs9e/ZgYmLCuK9KpYLh4WHl31JaLqbNjdrRI0cnKFFaLI4CFdPihnoWCRVDWquq6muJhIRRCX3rejipmQ+GQUtmAER/6blQMEYHT3psfSZqCkGZFr/zQ18OqoEfh0TSwq428GBb0sC0lpL1+mqORqffJaMSgSI9bZnWjhHhBZsj149nY2+UsEmgOklFO3Hocb6vn/1n4nj6GlKmtNmi11G+o0yMKYvFdi1lzZ/oPApkn/SZ01O99VCNLrQVdUaKYErYk67zkzhvLfym7zOIAItgaXoJmpt+07oGlv6M69fZJuyNhdyk4Fvo952eryxeyczMYZqY9mlrniaPc+zosVguW1SgwhjD2972Nnz1q1/FD37wAxx11FHK92eddRZKpRKuu+462fbggw9i69atOP/88xeza31bnvWTW1ajL/TmoTg0SQW31KHTQUawDgASacb6bE0O1jQzgAUJoGIS02bRqMR6Av53y/AW+R1NzTathQQYMnGiAZ5ml5iyPei5MVLV1I3ewfPX87HBBgiBpAZI7wPVOtjqqCQq/0aDNw2BATHI052Fft2B5CrIJqBCQaQOinQxLZAUUFJQETQP8H1FEIGyLXT1ZLrPlt+CP7uHf3fbvyW+SxOH6qDJyqhooVDRDwGcxXd68TzRD6G/8aN7JBy5Dkz1fvhhXNTQxDQCQOBFQIUx4/tkSsGnmVeACgJ0jVNa6QEdJDMBqgAgDJPPg2AUNaCua7HS6jEZdWkRNNg0tAlXvegqfO7Fn1vWEvqLmvVz2WWX4fOf/zy+/vWvY2hoSOpORkZGUKvVMDIygksvvRSXX345xsbGMDw8jLe//e04//zzV1TGD5AXfMstuz1n03Pw6mNfjRPGTlCcl23RQ+p0FB2LpXx6QkwbiloLzDgDTJtV2pwzkAz90Mq9FLQoQCWFUTHF9mU/CiVZsjtgAVp+C0PlITm7lecH4N1nvxt/d9vf4XdP/135nQ2o6OBBnCdd20bMKG16HZ1R0YFKr6J+lUIlyp1issR5obEPCLzECrUhC+PVk50CSgXunGUdlahvtWJN7lNPX1c0QNG8qsSgZMUoKbUaOGj6TfiNfXyfESNj2q5XwTeAgGOvpSxDwgucmUEk3Y4Wz9NL/bf8lmRUCkh/9ul2eq0RCuwAkH2C77OXmFarA0OPRwXNplCZ/p0+CREl9HlWkyqmrRaq8h7oz55k3sixxLVIY1H1ewsAZ0+cjeW2RQUqn/zkJwEAz3ve85T2q666Cr/1W78FAPjYxz4G13VxySWXoNPp4EUvehH++Z//eTG7NSfLC77lltVqxRre/6z3J9qVFGYSOjFpV4Ako2KqqgqQolAAQGL/+j6NjIploUOAltAHwBjOW38eXnf863D0yNEKBd136EernAvEaZ21Yg2z3mzsNGjoJ2IAThg7Af/2on9T9i0KhYlBV2hobKwO1boI8KBT4tJZhKpDt2Ve2Bya4zioFqto+a24YmpjH3Drp1A77rnqsbTy7QAHRnrBNxEy1BkHQAv9iH0xppRgN4ZA6HfRMFdkSSZGXA8TANb1MvK7oKWcmws3kdpOFw7VM9fE90LDErKQgya5aB+Mz764B3Q7vWotPTcg1r2ITBsasqV9E9eZgSXql9hCV3Q7vaow3Xccdoy2jSYh9NmjgDmRDSfAcySybXgNedySo2qnFDGtVvBtpdiiApUsC/lVq1V84hOfwCc+8YnF7Mq8TZxLLqbNba42Xo2BCs0MokCFpmZKjYqlqqoMjyiZAT4GtYHVNLuyDZ4tUkNCZP04jAEsRLlQxvvOf1/ivOjgSQdMa+jH4ISok531ZsmMMgYqBeLoTEYHVwGedDGtuBaVQkWyN3poTXdcemG0olvEQGlAggThMBKZRyQ9t1asoeW3YlDEABx6DLXixQDi9F1aaZUyOLsauwBoz0exB1DxmvCje1gEAL9tDOFIRoWmzdLtAl/dp03bkiIWbvktsIAAFbcgRbMyfZ0UpBP7pAs8ilow9BmRQEWwifoq39H1chwH1QJfYVgHppQtApBgaQZKA3JFbSC+zxRoiW31SrGmui229GQgmQXmByT0w4JM4WN6fPH8N7yGDNea7o2wlSpxWFmwaQVbzqjkNl+jehUqwBWzf0Ad/GwalUTcXwru+MCqzwDFPo1FrwxrxwhTQj+hHSTQc6EDqa3GinAeNC1VZ1tip5EM/diMAhXxeag8pEwuKCOh11hJiFFJOEbfP2VkJHujC1+L8W+k4xWzefBKqjoo0lcDBlQRtm0lbyC+riogjcAIY0DgK2GORGVaGpKI9lnUmBh9NWwgvmcUVOganLbfhk/vJbk/wqg+yxT6MaVYK4xK6Fs1HHQ7sc8ESJdi2kj3AgBhAMdxFNZQPDem9HE9s40uVWDOroo0KnsfUPqb0J+Jd5vcf3q9rYxKKQYqeqhPf/aAZJhzpVgOVDJanp6c23ztGeufgeHyMDYOblT0HrQ2iAmoSPHf/kcAxhIrBYvQTxEwpjAaGRUdqBSTg1ZcO4jv12Z0LSQly4kMqg6chKMRQMWBYxR0AmrWTyEFLAHAi458EQBgw8CGeBtXrWZLAYZo16vW6qBNd+h0W3o+gqUxHUs6yYgdKzC1XWgZaHhEXC96P6kjtgEjpbS7yN4BgNAzPgP6teesSbQd49spoR+L46Ul1otRKISmZgfk2SpGEz56PmmMSsEpyEmi0pcIVIgwzUBpQAGUlIHSwY8J+DDGEIhMokhMC6iTCdOq6cL00A+9B7oWqOW34Avx8Rder3wXp8arjAo1kZEDJCtf64UBvdBLaJn0pQEAMyhfCbayerOCLWdUcpuvjVXH8J1LvoMvv+LLSjyeZtAoQEWbMRe33gw89N2EXiAQoIMxIPR7MioMTLIFepxetAOQs2ohKrQZFdZSkEAH94HSQKLgFa0PYyoeBkA6DZcxOGQVY5Nd9rTL8OpjX42/ueBvlHYbY6WvrNwPo3LUcAw0Rd/1VHM625YrK4ticGBcTEt+T/Uf9Hi06nEao5KosaIADqbUGaGhH+NMX8yskWRi9FCG7qwBoPgffL02wba0/bYijC4aUr2pmFZnP0z6FQ4COJB1ozCNvh6UidXS9ymuIwPjdU98sU/I514BKuS629aYkmtdkRorZuYqEk4LLZD27Cn6s6gvH3/+x3Hq+Kn4nVN/Rx6X1jICzBWbZSHCtHfeIKZdCbaoGpUni1GtTc6o5DYf0+sgAKrzoQOO7gCKjAF77sHAsc+XbYreBOCCO0tRKJopoq9HY5pdSaBCZpYmO231aXjxkS9G0S0qFXoVp0ozm0oqo0Ip/0RNCwFUAPi+nzpgramvMYqYR6uj2DqzFYB6/XW6vJdGhQ7erzvhdbh51834jZN/Qz1WZVQ6QsqoiBnvVMTeCEZFF4dSRkYcb8tQDARtdXlKbilRf0fJ7AH4onaGEJ+5Mi0BOKGnMF2mTJWiW1QYlfK+BwFoolKifxK1eWwMkYlR0X/X8luoC0aCAYjA1XB5WDplyqiI+y2eO1lCv6BqTUSISrA0QPZ3VM8IoiEXHRDSMF9RSx8X2iPBqBSj0A8APH/L8/H8LfEYoPePHkMsO9AO2tY1qOizsFKXismBSgZjiIHKSruBuR3+RjOA6OfEjDmqPEvTeBteQzIqhUj0Wi/W5fdAPLtyHRcDpQHMerOJUtv6TA4g5c4BBEEAW9S66Bbx4ed+ONFum/0Lh6H3QemHr2b9FBjDPTsm8TRLH9KMzoapY0ykEzvJrBkAiUqmAHDBpgtw4+tvTGSurKqswrYZXi2bAhVxznJWG90rXRwqnAcNdZwwdgIA7lg2DcVhNmXtpTAEHvw2cMKL1SwcBXDEzEjLa0kGw5xmTEJGhInRV/wFOJM0XB7GwfZBAEA5ZJKqV9gDkQbOGJwwAio0Y8xQg0cXktN9Nr0mKgFlVHi/lBReyqBJsKhWDi64BenMecqzqEsUgwNas4eWktcnHmKfdPVwvXS9rmsBgErkYhJh3ZAwKimThXKhjOHysARhCgAs1ZU1mhJ99JKhn5U2Ic+9bgajyHel3cDcDn+jAx8NA+kDWoUxIOhK5wZo4kZAiv+UGSBlEaL6Lb10GWBMpqi6jOHOx/f3fV42ulz051CHAxW6/IBVKAzOqMzFaD/SGJWExsNTNSr6JEUHKYCqN6oFcX/FsSajWW0JAKJzS6v6CgBPX/t0fPiCD+PfX/TvisOm97jid4FI50AzuAIppkUi9JMm8hTbCYBjKssvGAlAdYwVwkAr+xTZNIShU4AjydBKADsKZpXQJ2FUwuQ+TWBRAmTHDH58AX7IPmn5ePq+6kyGCfjrItaiWzS/22Q7yaiQSUi720Wa2fqVeM61ECHNHMvFtIexUUYl16jkttB25PCR8jPNmtFna1XGABO9LzUqMM4qTYOWqNOg0/5ydhX6klEpAmi20wdJk9lCP6IP+gzP1A9afKvQQ6NiM7rKtXIt9GqehnV0aD+zDN4UaI7c/Eng/muVY02KjJMoCwdAqlAV4GPOi496MU5dfapyLAWoEHCghn6iawyNUdHWWVK285pSo1LUAE7TSzIEgPqs0r4otXtExVdAPqd0OxPrJgG1CVT4TYSSUUEMfirpz74IgVCgpWh3BPgBkxqRS46/BGevOxtvPeOtSqhSB0V6AbaG10hUn9XPuxwyOf3VJwzy2QNw/f3mhXr189P7ZSsGl5b1s9L8XA5UshjJilxpNzC3w99W11bjnIlzUC1U8ayNz5LtiVLtoQGoeJRRYcaYuq3OCZBcyE4yKoGHIBo+XQZ0Pa/v81KctoXhoX0w9UNk/WQR09qMpoXTDCXrTJNcW8ZYXwJDGrobCUPgW3+iHKslMriAJKNCwgRZjqUAQcL6KqXwQRgVTaOiH8sqpiUaFVNFW8AOVEzpyVRvQc+BOlQb80f3ydkPNX0XUBk0quMR98Ak0DUBf5cB92zn4ayx6hiuuvgqXPa0y0DNBsal1sRvJDQ9gIWBCsMEy+ETRuWBnZNIMzqhVgov9lpUMc/6eXJYiDz0k9vimeM4+Ndf+Vf88IKPY+NnLwEe+B8ASGbvRLoGIKbJFWqZAffu4LQ2dRwmByD3WVTXjpHZIKEny68XwOSaI/3YxqGYyaCDtA0sAfbQj2BUOn56irLJLtxyIZ614Vn49ZN+XTl/60yTVBylsf0sjAot6jcShkCZ7ysBikKehUOPZ6ptkmb0+RgOojGKlsn3mvCZKNyWzPqxpahzHYrKqBhXZLYwBCag0vSbEnQWAUw1OWih2g96jWzCV0BfrygOez6xn/+WMmhK5pmWwmtKh+YLMsbP3HSzgzTTtSDyWKXk+0mvl5LtJIGKlwg7hkQMXXLSn/0XH/ViAMCp46cqE+osgFyY8HUrLfSTi2kzGM36WWlIM7cnhxXcAgZu/Rdg3/3A1W8E/moqWQ8l0qgAlqwCMHz37h045deAZ254Jm7ccSNOGjtJeWb1NEZ9JViAz37rgS8ZlQIDHNY/m0FndedMnBP3QWdUDAsxxqEfIablgKnrh6gU+xtEB0oD+H+/8v8S7TbQplQcNWgM0uzIkSPl59V+IEMciToXLBZ/pq39opgYhyInpLBm0fIC8NsKO1CRjApL1FERIQnxDIj7ErAAM9G9L8qQ0Yi8HnplWrqtPLeov8JJ8uJs8WJ/M60uRqCCClo40OZc6fXi+ixR8I3h4d1TOAL2hUD1fdJ0aArUB4iYtle4kd4D0/IRWYCKvF6Bp4hwAcAP40lIL0bxV0/4VRTdIp698dlK+1wYlZUWOciBSgbLxbS5LYnt+rnyXyOjos/C/aYczIoMYNFg9rrjXwcgXmlYWMI5R6mZ1UJVpi43/SbqoS8ZFRcM3hyFrP/9sv/GdVuvw6uPe7VsqxVrSlYS1R8kUoNJVoeDEF5A4rDzNBujQku79wzHMCaBAwCcuvpUDJQGUG9N4TjPk+AiARAJUDGlExuP9YMPADf/M/DWHwOrj1PYiCEBVLSFDouMAU6sXxLnPNudNa7LI+6LJ0roM3WfFExlcbzieZv1ZuVKx4Ida3uBEoo7YvgI+Vl/Tm2gIhQl5lmsYTpl/BTUijWsqqzC0SNHx/vMCH4qshosUHDSwQGdTNDQj0mjYgN2CqOSqOETPQ8ZQFOlUMEbTnxDol1/zvXJiQhxOo6zYsW0OVDp01Ya0sztSWTaEvWlQklZU6bag1EpgCGIBrNqsYo3n/zmxCFss0q6yF3TawIhJKNSRLzmSL928vjJOHn8ZKVNlK831lHR110h1H4BIfygf2bHZjp4oI6rXqxzoEIycRKDN2PAZ14GNPYCb70RKFawurYa177qWpT//jhF/JxwFgR0GgWuJvbmxx/hf2/5JPCyjypshPx14En2pht20abMSOBLB9kNu/K5EkDFcRwMlgdlpo3sZ+gp9W2kONQiph2QoKkrn9NZbxa+zPoBiggw3fKwdngQ73/m+/HI5CMKqE67N6qwVw0NAsD6wfX4+iu/jkqxojxbNvE0oNbvGSGarwJChCGD65rHfTqZoOnV4n53w65c9E/RqFTSGZW4jko8CXHnqNGi4a+iU0yE+kSIs1asrVhGJY9jZLCcUcltQe3Q48DtV6VWexWW0CEIRoXMwn2iUSkifZ82RgXQqODAQyjTkwHfmxtQsRl1bKY+JBiVaMbcXUCgQoWvgLkqMAUPCZZjcivwxI3A/of4v8jW1FZjJKoTgghwJJxkBAAAc3py6oy2E4tBz1hzBgDg+c0ocyPoYrA0KMepWSdmRiYbDSUFWNQ9oc48ARCi7CTq1IQTtaUnDxOgIoBxw2vIe1kEg4sQsx3+TL36uFfjj8/5Y2V/CT0JZVQM6ckFpjIO6wfXK8XxADuzAGihmlBladKeuQ2D5krMlF3RKx8D6vWqEaCSqOEjxK0ZGBWbUVG7aT0lwFCFeYVBg5XVmxVqecG33BbUvvBG4JvvBH6olno3ARcaAx8JQ8moCIdDa2UUGes560qN01NxXehDQJMCGIKgN6jqx0xr5dDPcQnxWIPggMFfwNAPrTshKngKo47LCh5ah+LPs3vjzz4RYEbjRSLsQNOTi0lQZGRv5Of4Hn/yok/i8/VTFaDiOq7xeF++7XEU3IL8TgIVImbW9UMVxrDr0LTi1KTAlfSRhqFGBFAhoaaG14BHsn56AYCsYZqAMm4OZz9sloWloeDHBWcxUoEKWTKCOvdSoSSvqwmo0OssgZ22plLIwlizhLiab782VosBG72udFFFPR3adVeWn1tZvVmhljMquS2o7b2X//3l9Wq7QbCqrPNCgAoN/fik1kKvWVca/Z1kVGIx7VyLrVn7QQZM09opyZWh+bl5C8ioUKBC1xui/UjVjZBsCXTjolkgdSlsQKXMGLYd4CEWumK0voBdvE8KfuJ+DpWHcFpIIvgR42YCHFMNDhT0ZyANqJQZw7U/2yarGgPmImzrB9bLzzIDiTAqADArmJjoXnY8+70sF8pKVo7xOVXYD9YTVGRhaXil57iabwEhur59n6VCSTIptLQAQNaS6iSBnVKEkOqL9LWfELOlc2VUxioEqGj33rqu1QqDBiurN4eD5Tglt6wW+MBMSpEmTY1vAipKDZQwNIpp4/TkDFkKmkDXtGgbZ1Q8GURyweAvMKNCB0xbtgRANSoMLtiChn6oU/ACtU4Mvb5hqC7eF29EgApZxwZevPieYEIS4lDGcGCaby/DI91GNlCkD0L02BGQNQEVFiSLrAGqw6bAosgYigCKkaA0UYSNXA8aAlktnpWgy9cBirQsU9GKygJQ97qX9JqZwNSsN6uUmO+1zzRGRQlRafvsBY7/6yX/hfec+x689OiXKu36opcUfNqE0NVCVd57DsTiejbOHBkVGuLUr0GiZH8fGW5LaTlQyWBKenJ+yXLLal/9PeAjJwA7fxa3UYeoC9boWh6RU7noiIsAAM9qtlAAcHCa6xOUGWAEToroLbijLEKtWLMXWyPpyUU2dzGtzWi9ERrPF05oxpvhxdZkQS/AdcIFDf1QEym3sk9KldbIcengoUvAA2VR6OdIQDpYGlSvNWMoIgAjKbwz3ow99EOBSqgV3yOrEovjmZgRFjEFurOyMSoiG6Xshsp3k+3JRB8HSgN49bGvxkbPxwuiMBTz+XIPco2daIFBwVSkMSqACppMoGKmOyOBLN9nkLpPurxBYp/leJ9U9+L2YFQAvnr46098fQLIyvWKDKEfKoQWDNSOg9PK8hhcKB8X7JuzRoUAlQSjoi8XYag6vBIs97oZTCn4tsLU0LmtYLvny/zvHZ+N26jD0R0f1ahEDufCLRfiv49+Ez68j6+1c29UKVMNTXCHkoVRoUBFFxcqVTGDbiymBRAscOhnXX2d/EyzJYQT8kMfnaAjy5mLGP1Chn4A4BXHvAIA8KIjX6S0C5an4TXs1ToVFsXCqERFzhzHUWt6hCGKCND2wpgh6M5K9iYJVCz7178zhH4KETNScsLEd4AdqFTkc6WuoSPWaNJn3e8/9z34zvadWBsxKj9/gj+zkonxo9APhPYjnaWjDpZqZEQfG14D3T4YlZJbsi6hIMDbjDeDUNOF9AIqNhM6MtMyADSkuyV6t+58jOuclNIDiBmVuWpU6KSg7avPTlK8mzMqh61RRiXXqOSWsJ0/4ymjNtaBCi2pU9FDPfT/RJNwcmkEw5FIUFSnFINgo9uARzQqvRgV6ixD7fhi4G54DSD04EuNysKLaRXtDQlH1Uv1OGNFofZZRMMvLKPy9jPfjref+Xb82TP+TGkXTnnWm7WLaclibrYwEAviNZKowxgKQxQQouUFSq0Rq6PwLOyNdrz9U5xxMzEjxejZyapREUAl1EJGglFJzLo1J7gv6ovUtkTOsJCRUbGtUkw/Hwo78hwLGUAFzQQyLdY5251Vyta7CNGZI1ARKciiZD9lcIpuER957t/jTVMzeGGDXxfmqxl9FCQX5pGeXCqU5HpiT1/3dOU7mj4OwFjMbyVYDlQyWL4oYW6p9oU3AN/5M+Bn/xG3MYtDVUSXWnlu4tSU74gDEOECGiKRoZ9osE4zSj+3NIcnZ5XdGYR+3JcCMKcS+mlGgQoFTzRjZbo7TWh4RAXfFpZRmRiYwO+d/nuKUwRICKo7k6IbsbEocXuz1ZQTHWXByTBEAQGaXV+57vbQTwqjQo7300f2ADAXYCtC1ZoIoymrlMWoReBYhN9keMTjjpdqW3g/1Oe51ekqx5uO+lkE4DoM3R7LISjAjoSryoWydPoHI6BSihx5L6BC92laA4sDU7V2z1x1UXT/gApUAOCFm56HPzt4SKYniyUGaDgmIJMQk4Ytq33o2R/Cr5/06/itU35LaRfXdTbSD5mK+a0Ey4FKBhMDTc6mPMWtPQU8/H1J50ub2cX/PvL9uE0HIcJs4QLt/17X7JiKCNDxQzlbm+5My9BPETxFk9lAUmQnrDpB+StMcc5B3H8XDP4cZ5U2O2b0GPmZVg8F1NltqFH7friw/bCZuBYcLFkGb6pRURgVcr9CD/tm+bWk9SyGo9BPq2thVNI0KhrADMlz02jy35nWkhFhQd2BUo3Q2loMIEXabBiFJtLEqLxfKoDqdvh5S0aFLkoIoNtNX+gybSVx8f+DUQn9UkY9iSIspSnC5Zj9kJWIgZ5ZP2mmLyqaBHbq9ep4atiOa5b4tXKj8wtS0q/T7PQ1p+NPn/GniT7Rdx5AX2tNLaXlQCWDrdSywrktsX3vL4H/ugS46R/jNgpaKF1PmRNqisNRs0MY2ebOX+4x/q6IAM1uIAfW6e60LHcuqGq/x2D2nvPeg2dvfDbee957lXbFORN2p8gWnlHZMLgBf37un+MdZ74Dx686XvmOApXYaURZP/7iiGl1o4JNuQifHuqg91Jhw2LgUISPvdPcYR81cpRsHw9CFJwQzW6gZJyI7KM09ma2pTEqBNQ6ERtAhaODoQpUaOjHgaPoP1bXY2ZJApUM2UL8vFVw7nkqoyKAinhLemlUbKEfus9DLFoGIAoN9lq0kmqjKHCkYU8vctZlxuA4c9eo6ICw1/Xyu11lu+nOdEIov9CMIn3nAdjT45fZcqCSwVZqWeHcFslak7xc+cFfqu13XMX/3vixuC2iTAGo1Gw0QwGgzoCJc2OaCNIhWT9Ts+YQUTEKF4jBLGABZojo1UXvzJgz156JT170SZwwlsKoEHDkAlLkuZD2hhPfgN89/XcT75UqbIzKtUfU/lIxKlKjQtfEISESAMq9fGgXKf5GGJWCw+QKvJccdwmeUVyFdx08BBf8Xra8QNVcRELVhFMj7M3ugzPqd+Redbv8WJQZGSIF2ADVQVeLVQUUramtSWxnAyq9GBXfU0MZkxFLJxgV30tnVCjrRtOfgfj+HIzKEmZlVF529MtQdsu4+MiLFWcsgE/AAkyL+x1paeb6zOnsRU8GylOBykx3BqFgVJBtEtKv2RiVlZb1s7J6s0JtpS59ndsi2U8+zoHKEzcDv/6l5PcVMmBHxZwAqKGczqz5M3E4U9MzGJXb0joZQKNl1jzwTJEAteIgim4RfujjQLQOSYUxNKOYeg39P6s0+yQgadRFxqSzWgqj/SgTMe1iZP306gNlVKjoFIByz+7bth+SF9JCM802d9Cj1VF8euBUYIovPikW5hPFzbphF4fah3oeq4gAUy0PI7USEIZwg/hZEbNyqgESzIioo0KZChr2AVSg0okAJLMVkUs4Xo0h0EIZ+0PeT6GZ6VVE8LTVp+HU8VMRIrSybgdZADhco1JACK+HIz9l9Sn48et/rLBIgLog40EIoIJ5Cbj7ZlQ8tQbOTHcGgWRLo774IaBd9vlYAqjkjMrhazmj8iS15kHgX54PfPc9artIJ37ke3Eb1X3Ql5iCkDYBLZRpoTMn4nCcoI2pZgQINL1Kt0OBis6oBHAcRw6EkwX+GleiWeVcnbkSG1c0KpApm0thVLMRkmXu+UC9NKEfOoDLRfhSNCohrY+jiV3bLVpjRb2XggGQmgtDWXu+z3gfJcePnxttVi7CLWvqMeAQiwSK8J1eS4daqVDC8ybOAwC8MmL1wihE02/oR4hDBbMgnK4AKkEP8FsulPGFl30BV7/06sSxRF/ECt8lxuA6jDvyHlYv1ROhNbEgIwAcZDGjMh8Bd7+MShBl/dCwbiiACgAHDN4CM4qSvYkE0nnWz2FsuUblSWAPfAu46/Nq231fB3beCdz8T6rWxKTHsIZ4KHNCKHkCYHYdjFejpUClDB/bJ5uJdgDoUKBCnFTR4UAFMMzYoqyfeQOV7gyCML4eLgC2RCEXwFzQi4e1Fn6gtvaBZLjI0E8KeCiDPDPavWzRe6kAwDijRFx7yaikhJlKCDDdNgMV3+P7p2AkEMxIdC0piKnr1ZEB/J8z34mrd+yK1w8KzaEfujaSsS+R46WhJoAwKj1CP8JME8RE5hIT6etzfz7kGkhR+KOE+e2zV9aPLsrXQ2wznSl40bnH57c0oZ+V5utyoJLBckblMLJuA9j1c5UBaU0C//0m4Gt/AOy5L26ffCL+PL09/ky3FbM+CkKocJIAEiVTh2hUOu022l7ESHQpUPEw1RKMiurcRMYEgMQsXOyLLhUPcAcwH9aBzuTE7K7AGBzEpeyXwpQS6WKGJ4TCi1SZVjdxLVp+S6ZxJ4FKrCMqIogXxNOYhY5yL4lImThBKQ7t2EI/qkA3fm5UJk6Ed4puES9d/yw4jOE1M9EzGrFTFDjotXQAYMgp4RSakRPdA5raCxgYlUB1vOIZouvaANzpAoA3j9o8CZCO3gsd9jIJFqNQf2m+75P2furhJh3YiWJ9kuXoTMGLXE6ZsWgpi4UF6rQiL5CHfg5rs1amzG15bXYfoM+wv/YHwKcuAO79aty278GYBdl9d9ze2Bd/bhIxJK1FIjQoCltCPhNAcnBqOk4fJACm7HjYORk5FAJICg7DTLRQXCL0003TqJjTTMsZFmZLMzFQ+6GPZsCPKZ54tkTaEEDPuBGz28XJerAZrdorWI7kWj8kHAMfM+0IzGkalVbbzKgUSOhHOIwsGpUSAkz3ACoA8Ncn/Ca+tX0nnh3pnQSjQp0QLeUuLeFAkyEjoLfjDQVQ0UvXZwz9pFmiaB0Tz8fcgawEi44AKvNj8ajeB0i+r4nrpTEq090ZdAmjsiRZPzmjcvhaHvpZZuvMJmuOPPS/wN8fC3zznXEbYzycA/BKscIoc0LBSWsy/hw5CDCmshsmoBJ04QnamgCSEuti28FoW5JqXIaPSQtzMttsGNtDz1z8jddRsYd+5jOY1Ytx7H4yAmAFUZ10ORiV7iy6TGT9MBSchZ9R2qzoFiVYsYKHLgUPPma7Aqjoaac2RiWpUTnQOmA+lqceS4T/dFDEyDpAFQCbSLquQ3RG/+fZ/wfHrzoebzvzbUiYxoyINahGK6PKGKiHgpKhDDOjshBARd/nfJ99gLBoVPciBKxzsMHSoAJuk9dLfU500fJ0dwYeWW+Li8kXllGk2W0hC+NU/Lzg2+FnMvSTF3xbXAs8YP8jalt7Gvj404D/e7YKVm7+v/zvnWQdnTbRgtAXrXmQfN5v/r0ALV5L0ajMTEXb0uweAHc/HtU5IQCmAg+7p6NZEmFayvAw2ezG+yfWbDaN7SEZxJhWR6VjYVQq84zTO44Tx+mjsEYpGhcXIz3ZZlTU6wlGRegaFriUf5rJaxEJXPXBm2ksR0uAB50d88xVhgukOqtwvDL0k9CoqKxaS4QS9Sq1VNQbqI7QYXF46uXHvBxffsWXceLYiUiYXqww9MEYQ8EtKCXoezEEttCPKEA3n/Wj9DBUPVqSYD5AhRaDA+avC6ELDALJtbUSzFU07sjS+96M1KiU56mXsZl41xhYVAk3Z1QOW8sZlQU2xoCHv6eugQMAX/pt4J/OAh78Ttz2xE2cBZneDuy4M26n4EMM1g0bCCG/pb8hjMq+/XuS2wG46f5t/ANlVADsORhtS8S0FXg42IgASYe2+5gUWRpaITgpmtUZFeJwmBJiCND2zRqVhZhVypl9tICccCpYyqwfEvrxSOgHAIIeBb0W0uS1aJtZDlqgr+T4MVDRC591Y6aBBeYU3oSTTEtPdkK0u2aGzqHMl8ZwFBBkCwtqfSwYRL/6Z76dxsREz3CiQquQ8szjXo7VxpT/15koCDj3Z5+CMICLaV2E8xJwU3CbkA7ojIoAKnKdqaYh9LOwjEqlUEHZ5Vqj6e507OuoRmXnXTwZQa8rtYSWA5UMJuqo5GLaOdjP/hO49V9Ugept/wb812uBL78lbgs84P5r+ee7/ituP/hY/Hlya/yZDsgzO/lfwpaw5oH4ewJqHtuxK24noOS6n0fH0ZiTQ5OT0W/V9n2Hom0JgCk6IQ7OiNAPASqOhykLo+J1ov93VYfDiJNhtIAYEdPqs8oKQ7Qw29wHM1lIKwIqpUivs5RZP8JpT3YmZZVQUSQsWMIQlHBcnchx6ywH0wSukuWwFD7j2+jVWz3lWMLSxLRAXNgtOSu3MyqZZ+R+cjuxMB8V0CYZArPjLbpFpfz+oFZIbi6WZFTmnxWTuAci3DKP9+k1x70GALB5aHPyS+3eOVroJ0SIQ1HpgcXSqNDjiVWeAW1Sftu/AVe/IV4NfhksByoZzLr0+lPV9j+cYB7wi2uAT5ynsh77Hwa+fhnw7T8Gdt0Vtz/4bf73sRvirBoKSFpE2Eo1JVMkM4cAESZYEsKWtGcn40wbsr8ndpH9RavAAsD+g9FvtPOano2AiMaoNBsREKHpyQAaor2jtrdF5oenMip+1yymVWandO0YJ0QnmrnTcuBFxngdFWdhGJX9AQdO5WXQqIhQwWR7Uq4MXZLhgqVjVHTHpVfrdJRU88AKVAKPhvE0RiW6z3oKb2agorU7ClAxMCpZGAetj1RL8/zNzwfAlwNIMgTmUAagCmpFAbpeBd/STL83NbbwoZ9aGKI4z/fpLae9BZeeein+8fn/mPxSD7FFoLxSqMjU76bLr3E5moQsRtabXsMH0MKc4jnXgekS2qIClR/96Ed4+ctfjg0bNsBxHHzta19TvmeM4X3vex/Wr1+PWq2Giy66CA8//PBidmlO9pRgVEwz5l98Ebju/SqF/Oj1wD+dDXz25SpL8j/vBvbdD/wvWT9m6y3x510/jz/TAXR6B/87uzvuyjRhPQhQ2b1nZ9xXwpLcfN9jid/W0Madj0fAhYR+6k4bhxpdHsog7EmZRYOsBlTaDTNQ6bQiwKEDElHcSwMwXcGcaI4lBioqo6JoDSyltmk9jOEwhIM+Zs0WE4P1Xp/3RwCE5WBU2kEbMxAaFf6dt4QVcnVnqGS5BB5cAgqKoKEfvZ6IZVVsxAv+JZykVohNDxl2O2aGzgl9kiatApVi1owwA8ARjMobTnwDfv2kX8dfP/Ove24Hcq8oqNZL88/FBkoDMmQBcEZlvoyDfg/qIo16HoBqoDSAd571Thy36rjklxZGBTCxO/OfhNhMhOb2NePxk15byfaWkzV3lsoWFag0Gg2cccYZ+MQnPmH8/sMf/jA+/vGP4//9v/+HW2+9FQMDA3jRi16Edrtt/P1y2WGrUTGtonv3l4D7vpFs++Ba4MZ/iNuaB4GvvpWXkr/7mrhdpP3u+nkMMrw20Ikc/H4CNGm2zQEikiXalM6BKJxDQMbMoT0xG0JYkrseepx/aE/K2QcA3P94xLRQoSyArbuj4xBGZQBtbDvUTACSKuvw1GKt3RcAQwsJddqR49ABSVswKhqwsYR4AtvMmAz6jkbhdw1l0kX10fkO1mKA3BOlJws9Ab3ei231Yl0yCvsdsTJ0xOwsoZg2MWun4EEDliX48TPr6YwKceC6RiVygvqx9EJsTA8ZytCP2l6iOhQ99OPMlVGJ19BZVV2FP33Gn+LMtWcatkuGocRK3jQNWgCV+WT9OI6jaLSGIjHtfOqomMJJABAs1jNnYVQAdeVogOhlFgGoCIC2uxlPFlVGJRrrtJTwpbRFBSovfvGL8cEPfhCvfvWrE98xxvAP//APeO9734tXvvKVOP300/G5z30OO3fuTDAvy20rpo6K10oKUAMPuOHvgIe/r7Z//6+AD6zWhKk/Ab58KfDFNwP7Horbr/8Qj21//y/jtl13xS/O9tvi9v1kO1E8TWhEAAStyXj2PRMzI794MAYwjLR/9/Z7+YfZGKgMhrO4/bEotEMATKEzxZ0BFdICaM9EQKRxQGk/cCACLuT3dbRxoNFVw0sA6k6H16bQgIrM7NCAhyeAitYuSt8zbQbsReCbaaGfQDggrV0yKozBSczQk9VHRXYAr6Myd3pYDFp7onVZloNRcRxH9mOfy5R+LJrTMJgu2FSBigYQSMXgMJH9QkBnYoVhc2aMzqgwDRiJCrQ6KCqQrLCkmDarRkXbpxP0XJXYfLxAakbWD66X7WuiexjMU6A9QDNqRAl9byEZlfmHqFJNu84u82UdpkRxPVHwbYEXJQTI5KTBEwrKblmNHgjWuPwkDf2k2WOPPYbdu3fjoosukm0jIyM499xzcfPNN1u363Q6mJ6eVv4tti1YZVpK5wvbdhsHENT2PgD8x6uBB/6HbOsD/34x8NGTga23xu23/DNw/QeBq98Y08OdWb7Cb+jzBfaEPXJd/PnxH/O/jAGHYuaDCWdPhKu7HiPVXIlO5JafR8XTpnbItkLYxU8ffJz/ZyZG6If27uQgo9uAQ9iJnTujbRsxACs4DA9v3RH1JwYqw04DTxxoJpiTUGTvaOCjOc3/z0joZ8Dp4MBsNwFIamjjULObYE4kA6IBEr/D25kOVNq8PUwAGO7YmMaohJ6ZUZGiyMCDA3Vw8rrJtWeEQLEwj7oPQDxAHiDrnQAAW8KsHyDWbOxzRdYDb5/PLLxfS2VUNCBaImJa1lXvJfPj994JVWcusrsSTlIvba89N2JNnySzQ0BFkAz9dLI8G4nQT+9ViQEkHC+t+XPRlotQYAxHeB7GAxH6md8zdd66swEAp5LKv/48ng9dJxQzKosFVOxaoERWU7g46ckAASrNCKgkVu4WjMpTEKjs3s2d2Lp165T2devWye9MduWVV2JkZET+27zZoKZeYFNCP7vvAfbez794/Cbg5n9WZzWdGeCrfwDcpImnfvBB4IPr4gXvAM5IXHUxcNWLVQ3Ht/4IePQHvMqqmMk+cRNnOUIP4c+/EP9WCFODDrqPRwCGhFmaO+6JY9YkvezOO3/KP7QOKZTjj2+N9jG5Ld7H/q3YNdUCwgBsOmZPHnjoQf6BtAHA3YI9IUBl3JnGg7tnlDYACGaTzAkATB3ck2gfQYPXKWmqzEmhO8NnIhpQ6TQmgcCHQ0BDHW0cmO0oQloAqKHLgYoGYApBmw8eGoAJImekAxIRKmKadiXoCqZFBypmMW0RPh+UNGofIE4KwNu3vAQA8JtTUYG2ea4wnEiTFSBpCUM/QCy+3EeyHoClDf3os9pURoWEfliiQmt0vwIfjlayXtQaKRfKSrpvQqOia5sEwDWCA0voZ85i2oxAJQUYnTB2Ar5wwMNnd+6R1ajmey/ffuqleMvkFN67P37v51ObpVQoYYyAlYFFZ1T0dz6+zvTZcxhDlTG+KOEiiGkFQOsNVJ6koZ/FsCuuuAJTU1Py37Zt23pvNE+TjAoLgU89h6+4u/8R4D8vAb57BXDD38Y/vvkTwM8/D3zvfcCuX/C29hTwo78DWAD/ug/Fv737GqmM33XzF3mb343ZjvYUdjwS7WPnz+Rmj9x1o3ygGQnFfOeHN/APBKjU/Slcd1f0/0NxZs2+7Y9gtuMDhx5XzvWeBx7gHwijMuEcxC2P7gdmdsMhDqvejrQkdJ0cAJN7ORtCRbHjzjSeONhMAJVSd5LPumZVoNI4tJezL2TGOOI0sGeqrdZCATDAGhxkaECl25hKAIw6Ojg421ar0oKHfg41vEQactXpYqrlJZiTQDItKiDxIwDjaO1yHaBou0nGZyfSiUXn2WZcmyEdHwHBXcY1UjTd9S3rL8D1T2zHq6KVbhdKoyJMaFSWMvQDxIMni1hMoVEJlkHUK0wR02pMRtFQ8G2GcbAha+IQUOEzPvRSx7ppcJP8rKT+MgbH14GKKqYNWHSdnDh9XYRivOi5yZy+myKmTbXo/MQzXISvbHdst4txcv/my1SMFKr4w0NTOIXUqZkPowIAg+S6jwZCS7NI4Dh6tzuMM6P8ekWlB4hGpcYYXMxfKG8zGe6NQj/JVcKjse+pCFQmJiYAAHv27FHa9+zZI78zWaVSwfDwsPJvsU0yKmHI14zxW8APPiAR8d6ffjEeHATDAeAH37qafyAgo9jcg5t+FukySMruQ7/4CWbanio6BfDt66/nHwggWe9vxw/u3wM0D8Ih7MLBbQ/wEuNaYZ577+UhGkZSgDc5+3D39qkEUGkdjEAHASoDTgeP79itpgcDWINDeHTfbIJRaU3uAfwO3Fbct3FMYev+WUW3AgCrMINdk20wEvoBgM7M/gQgGUEDu6aSjMqw08Te6Q6YxpKErSkJXsJoIHcdhumZGcmoCIdRQ0cJ/bQYn1VU0cVUq4swAjBNFq2A6rW5UDAS04p21m0BjMH1eLsAF0I06/gCqPCXXsy+BdMyDT5QluHzNX2iZ6zJKvDBBxCqeXBDH6vJ4D/fWhK6cxbpyS7CeB2jJbCEZiMUjEq2FXcXwqhYGdBW7I1mmbOMg5eyUkeF3+tZcKAia+IQANAEf14CEhaitTYUNsfvyAmCOJ5ceViAIvBQUYmCg4hRaYE/y5lDONE+xbEyMyrReTdQlcfreLGT10Xh805517OMMH+gsnkg1tIId714oZ/oOkfPCWWg6P0fIGHdxVhCQkxOxHo/SsYPY0/t0M9RRx2FiYkJXHddrJuYnp7GrbfeivPPP3+5umW0mFEhyPq+r8mPa7vb8ZWb7gH8Dtiee2V79/GfYu90O2ZWIrv15h8AjIGR9mPYVvzoof08xZdYe9d93EHse1C2DTkt3PPQQwlQswW78cDumUT79K6HgdYhOMSRb3T2496dSaBSb+/FoUYXAS2uBuDArseBKZW9WuNM4dF9DUWjAgDhzB6E0ypzUnYC7Nm3L8GorHJmsGOyhXCGMyrC4XuzhyRQaURtdaeDvVOzEqhMMT44D6KFvTNtsEg0u51xkSnrzIBFzMlurJJgpTU7JUM8u8Ff0jo6fEXaCJDsZaMAOICZanlgUfs+xlP5yqyDZsdDIRLBHmAcMPteG/Db8lk5BE7nB14bCAO40WA9GQESMbiH0WAwzWKHQxmVNkrwEYEejzjryHELQDRfRiUR7ggFUJlfSKlfS6TrSjHt0vVBD78oupGIUZkEBy9FxGJa4ZCbTrR96PHwa3SvfeaiG9XaZQR40Vk0TT2n7M10BEhCLfQTOzuqUeH7bkWgqIgA3SzsQNTPpgQc2cS0okZMMwI4JY1RETVexCRg3mG8CKiIZx8AAm9+oOKtJ7wRq4IAbz8Qh4AXDahE73aDxddZZC3RZ2EgegcdsHkJ5W2WmJzQ0E/QjevhVJ6kjMrs7Czuuusu3HXXXQC4gPauu+7C1q1b4TgO3vnOd+KDH/wgvvGNb+Duu+/Gb/zGb2DDhg141atetZjd6ttYRDsXDEuiC3vorh8De+9TCi6d4jyOGx7aB+xWgUqw+z50J3fBIaLQTc5+3PrAE7H+JbKNwQ7ct2MKIQEqALDvifuSQMXZi59tmwQ78CiAmPJ1p7ehs5e3CSAw6jTwyI49EqgIunadcwgP7zwAN2I+9kcOuHVwh2RUHgp5quFaZxKP7WsgiNoFQBhhU5jcu1W2CaAxe2i3ZFS2hnwgXuXMYuehJpyIUXkMGwAAJW8K3WnOtj3BYoatMbVfApUnGNc3DTtN7J/pwBGgxOH7rrIWmlMC1Ayi5fB+tJvTMVBhHKjUHM6ohFH7XoxG7Tz0I3QukwX+UlfhYXYmDhNNF6Iy4V5bEVpOOfz6hX5HaW+4kR4hGmzDKDQ0LWfGkXMQISGUEUQFx3yfAhW+fSeaNS9ECX2ahl8J42yipQQq+kq9xZAPVeESi3p1VkWaBJYccBadkBf1YwxuwB1Q1+X3siiWPYhARRclBNHQSxmAVx37KhTdIi7YdAEqhUriWB1WkvdZsmpamKmoZP1EjEr0/mXXqPB9ive2mDH0E5oYFbEdY7LujDgHNm+gwq9dG7FjnU9tFgB42sjR+NHWHXjjVMz+LFboR6Scz4p3nqSPHzF8hPxdNcImi82oCFOACg1hP1kLvt1+++0488wzceaZPOf+8ssvx5lnnon3ve99AIA/+ZM/wdvf/nb83u/9Hs455xzMzs7iO9/5DqrVatpul9xEGp2rxcf3sWF8K3gGAKC8/17MPsbTeO8KjwYAbHb34WcPP45wJxfK3h4eD4CzJ1vv56LVR8IN2BfN3vc+djdYBFRuDfliYUc5u3D/ww/B7c7AZy5ux8kAAHbwcfh7eTjohuB0ADycc+/2SYTRwn634DQAwAbsw+7H+X7vZUeg4fAXY3L3EwgPPg4AuC08AQAwgYPYte1ROGBosxK2lY7iJzu7B8EkByQ/D48BwMM5T+yfBosYlYfdo6P2aRzczYHKHrYKzSI/v/bUPrCIUXmQbQEAjGIW+w8elIP7gRp/QUfQwPT+ndE+RuXstDVzUFaiFUBlEC1MTR2Cw/ggNVnm9O2Q08LsFGdqpjCArsv34TenpUZlD2FOJpseDxcB2B+1V9HFVLMLN4rTzhT4S111umhMcwbHZy46xQio+G0Ebf7bJqsgKET0v9eWoCNkDrpFDlREvRQR+mk40QzdEaEffl1arIIwAhChAai0oxl6YZ7pya7jKiCBApXFqIpps/WEguf94H+XUkwLAG888Y0AgFcfq5VYiEJ+UywevLtdPvsUgtluMWZbWt2AgMqS8V6ePH4yfvRrP0pWMY2AShMVIKovI4CKSFsWjApdCyoO/QigknFGLmb60T7djNlCwvGKsFbJCeLQTxjI7LWOEzEqCxT66ciVoOYf+hG6ni6K8CP3uFhAJZRhO36dKZBcUyOMWnTLFruOijAFqIg6UcUqUFi+FZUXFag873nPA2Ms8e8zn/kMAJ7u+/73vx+7d+9Gu93G97//fRx//PGL2aU5mahMq1+s7wVnY3ed9/ck5wnsf4iDj5+Ep0pn2X70FjgHOXD4YYWXnz7B2Yb9v7wLAPAA24LuqmMBAPWpR9DeyUNH17FzAABHObux7zHOyGxlaxGM8+Ntxm5M7+Dg48bwVIRwUXU8TG29G4VozYbHh88CwMM8Uzs4I/MEm0CnxhmKzoGt8A9w3covXA6A1jmHML2Lsy/b2RoUh/l5jLNDaEXF2e5hR4HBQcFhmNn7BIpR6eXddQ52xp1pzO7noGYvG0UY0Zjh7H74Uzuj8+bx+FXODGYPcpalySqyb6NOA81DHNQcwAi8EgcC3ZlDCGZVoDKEJhqTHJB0WBGdCne0A2ijFYGJKTaAoMiditeeIYzKuPztJAnxTEaApIYOGjNTcpBtlPnvq+igNcuv8yxqcMt8sKk6HppRewNVOMVo9uh1ZG2VJipwS9GsM+zywScKITVdqlEJ5Iy5gzKYk9SoCHpfMirO/EM0tDhXWQox2bwWZ+vXJgZUnVolCtstNVD57VN/G//6wn/Fn5/75+oXEbCcAgUqHSU7p1uI72XLCyTD0UVR3ks97XuoPJQUM3rxc8Oi9YaECDvsqMwOXwtKaFRE6CfSqGQu+CaASqRRcbJpVMKu2K4u+2LKQPIlUJnn8xRdzw7KCKNconmHaQJxj0oIoxF/viyNzQSwa0gtUHy9HMfBC4b4hPBXZvnxF2NRQoCX7KeaMJMWazn1KcBhmPWzHCYLvpG2e9a9Eh/2fw3BWs5anOw8AX/7nQCA+51jUT+Cs0jP61wHh4Vc23DMhQCAY52dCHZy8PFguAmDmzhIONl9ApVpXtNk57rnAQBGnCbqu3gq8aNsI+rrOKg5wtmD7h7OqGwtbEE4xEMmmw/xGjQ72RgKazkrs9HZD28/Bx9PhGtRHecgYW24F8UZzobsHXs6AJ7h0znwOABgB1uN4igHKmudSXQOcI3KTqxBEIGPoYNcqNtkFXijEaPiTMOb5IBkNxtDeZgDh2E2Be8Qb99Z5kzNCBroRm372AgKA2PReTfQnebhoP1sGKhyoBK2JhFGjMqBEj/nIaeF9kwU4sEg3BpnKwbRQndWhH4G4FQiFqM7K2uv7GSCIfEw1WjJGi+zZT6jqTkddBoc1PjMhVce5b9HF+0IkMywOgplPthU0EVrhrfPsiqcCJAUWRfdFp+dtFBBsayKMB0BYgo8VFQSDicazNoogbkCqBBGRRvs5ltHBQA2DcXZJ2WifVlKRsUGVOZbJKxfcx0X560/T834AeQAPkkYFa/bUVJ7/QIJ/VCgwkpgJnbMZuLZYFU4rgAqvOprKEXYcfigra051CQhnEyAI/FMZcz6kWCbhi8FUInBtefy/swbAEQhqjYrE1Axz+dD3qMi2CIzKqLeTtMRz4kKCN+/9gJ8avdevDCSyyymTowymErG2QpITQZyoJLJpJhWNJz2OvzT4B9iEkMY2PI0AMAJ7nYcG/Bsm+oRZ6G88QwAwCsKHDjcGx6JU085DWGhiorj4YwGL/K2q3IUhiOgcnHhNrgIcZAN4ohjT0E4zGe253X5Ph5iGzFx5EkAeEhoVYszHOWJE1EYPxIA8GzwMNNj4Xqs28JBzUZnP5wo42dnYT1qq3nY5SznIbgI0GEluBs5UBlwOhie4uzLdrYGQ6tjPUpxlgMKNrwR7hB3JMf5vGbKLjaGofGIfcG0rFa7h61CZYTH+ccwg2KUq98Y5cxQwWGozfDrtg+jqAxFQAUNhDMCqIygMsjpyUHWgBtpe2YG+HkMogUvAiqTbAClGnf2g04LXmMSAJ/5FiMAM4AOurMRC8Ri0Vq3MY1ClK3TrHCgUkeHpzmDZ1YUKnxQqcLjdVrAGRWnKICKh04zyhBCFYWIaak4HjrNOCQkgYrjodkJ4EaDbqsogErEqJDQDyKgEhrWAYrp/fnTwzRNdjDgx1xqjcpQeQg1otMYElKHJWZUrBY55RnUwaKRwet2lDRzpyjSdAO0uiGZrRfje5kl/BGBkSYqkqErMB/dIJQhw6Ybh5kEoyJn7DK0kO0eito+QkybOetHgOqoLwWDsBcAggiozLuIoEjvjQrMAwsAKhSWZoHAj/VYEVvqktAPOdYwY3hmq42OeLedcFEq0wLAhsEN8rPKqCx/ajKQA5VMJtOTxTPilvDAbu6MthxxDFg9dnb72TDOPv00YOI0ZR8POEfiOcevg7OOA41Bh79kw0ecDmcND5lscrgDfiDcgmccvRruOKf+TnI5INlbPQqrt/DfnuY+jorjo8XKOOLoE+GMHgkAuKDAGY5fsvU45jgOgFY5sziBcTAQrjoGjgBALq84u5WtxdGbJhBGi1Od5PHw03a2BqsnOBjY6OzHSDjJ+7z2CLhDPOxyhsOZmp1sHGNr+MM+5kzDibQo+5wxVIc5UNni7EU5jNaQGT8SYVQCe00zAipsBPWRiH1xGghnOag5gBGUI6Ay4RxEMVqHJogYnJIToBStUzGJQdQGR/k1Rgthk/d5mtVREEDFacGP2hvlMTm7LTT3yRBPt8bPr4YOvOi3s6wmgUfN6cBvCgBDQz9dFdiU+CBThicXOGyiItsr8NDsdFGI0pa7FKhoYlpotD+AmKaPZr/OPDUqAHB0dF0BYFUQaV+cxaGd02ygELMYI+HyMCpWk2G8KgKhG/FiwXQDVTjR/So7UejHI6AyAiosC6sQgaIWKihEQKUkFkGMvutEIcMiKTwn2JZZAlSyAA4x02/0mfXjiDBlIQZNurC3w0pwXP6+OWyeKe+ibgvKCJ1kXZo5WUDDcwL8LG7Wj7heJXq9yPdiEuKAZQOMc7BejMrDkwzf+PlOfbMlsxyoZLCYUeEvle8UePEyACduGIYzcbr87f2lU/DKMzclgMrwMedjoFKEs/Zk2XaIDeK5550LrD5B+e0vC0fivKPHgLFjlPbRI06Hs+oo9bdsPZ5x9Gpg1RFK+67SJhyxfh1YVOFzwOEv4LojTgKGOaDY4nJdx+NsAievH4IbtZ/mPg4AmBnYjOqqqM3hYKLNSli/fgMQMSpnulx/s4OtxsQGHlIac2Yx5nM2JBicgDvIwcfJLg9rTbE6JlaPA3XOnhwR8pDSfjaCkVWcyRjFLMot3r+gvhpujQOVo5xdsh+1sQ1yMBlq74z2PYj60KronNtgUR2VKQygLJgWtOFGiygWaqsQRi9mrc2BUZcV4EYhqAGnjaDFQekM6ihX+W+r6MbtrI6iYE7gwRMAhtXgluL2TosDlRYBKmX4aDXjbKBuifexLMS0crAqwy0IRsWXi71Bm/0uBKPynI3PwUY/xLHdLjZ78SDpL3HRt3NG+XtRDhkK0X1e6lL+VhOAhFXADEClyapwiiLkIoAKFcVyZ50JqMhjVeESlqbZDWRBxHYkzqZiWgFUREYQTX9NM1Hbp+3E9T2yOEg3AtudogBNRNgrQUUMVOb9rMoCc+UYVMxXoCt1RCQ8t0jPnBMlEHhFg6YHSITuCggX7R2kjApd7FGUa9jZKmLXZLJK9lJZDlQymGRUov9Pd3kdnFX1ElYPVoCTXyl/+8xX/C6qpQIwshmIGAoAuOS1r+cf1p0i26bXPQMXHL+WAwdCrZ1y7gtRKRaA1fHS4C1WxksufC7PZR+IUya3Fo/CM48ZB0ZVoLL6yFPhOA6c0biI1AE2hKefcCQwslH57TZnPU7dOAIMq5kW9YnjJCApO/xl3cXGcPzEMDDI+1Bz+Ox+F1Zjy8ZNkgY/2uUMx8D4FiBinE52HgfA2ZfNYzW4EVA5zuU6mX1sFGOrOZMx4jQkg1MYmpAalaMcvt/9GMH6kRpYVHZ8jc/bpzCAoZFRAMAQWggjoNJ0h1Cq8xdwAC2UPQ4aKkNjcCKh2KjPGa1Z1FCu8/3W0AFrx8xJiQAVUQRuFjUUKzXZHrRiRqVIAInQqDRZBYVSHCpqN+KaDWF0PrGuIRbTUiclHY4oCLeAoZ96qY6v757Gl3bsBtwYAC2lRgUALt10EY7wPPzGAQY4i0zD92uEUWFRlkTgtSUYaaAKt0BDP7Ewus3Kkm3pJ/TTQkVuV4pYGsFiiCwyJfQTiVtFaCHrWj/ME+nVcdZPT6ASBihE6xj5RQOj4pFzcGPd03xWOxaOvENBxYKFfkrxM7dIJfTdqP9+BOwUfRGQEDW7YPD8xXkHTxw7UX5WMu6i8XMSgxiulfTNlsxyoJLB4oJv/P8zEfO+ZSwqAHXmm4EL/hi48L0onBqlMToOcPGVQGUYeOEHURmIUsBOvQSIWI4jXngZX+jQcYATXsy/L9Vx5vNexT8f+RzZh8JRz8QJG6OUtfVnyPZnPPclKBZcYPxYpc8vu/hl/MPIFtm2tXQMnn/iWmBYBSqDG07gwGhog9J+wkmnA4PqWkyPswmcd/Q4MKiKHcPhzahVy5IlETax6UgJVCpOtFwAG8exa4fkb9c7XC/SLI9jdIyf4ximsQrcsVdXrZdA5WiXMyoH2DDWj9bgVDn4EEzLPjaC0VUik6eFcneSd6Q+KsW0q50pFMH7Uh8ZhxMVMppw+Es5w+qoD/D91tGB2xHMSQ3VegRUnK5cqHCW1VCq8mehAg9hxLTMshjAVJwuPCqmrQiNio9upF1psIoMLcXUfuzc3Ij2p85IFueKZl0LJbgrBm0UAHgF4azY/JzKHOyE2hp8c/suXDRdACJHtFIYFZnBxSqSOQkpo4IKCkWxHEIgF+QE+P13C9G0p4/QD2dU4meg1fFRiICqXyLgQLAYETjwouyjzDojUe+FiIF7AhxSlM4rCdBEgJEXsx8KozKfUIYUmpcXDsjKInJx6GdRGJXAhxuVUxBApQANqETnJ0I/LsJFy7w7Y80ZWFVZhUqhgnMmzom/EECFDWBkGYHK8iVGH0YWRFVGxW2a7nLEskkAlUIRuPC9yQ3PfBP/R21oAviDm/hiexvOjNt/5QM8BezElwFRmAMTpwGnvBp4+PsoP/9P49+eegnwyPeAUh3jZ0XAaP0ZQKnOB4y1p2DtuggVbzwTeJCvwnz6eRehUHB5SMktyRV6X/biCNSMHSkPcbCwFi89+3ig6HK2J8qn7646DuuGq5JREbb+SC6OdeqrZUG2/WwYpxy1AaipC6ftYuM4b/0QoK0QWhqdkCBOMDgBc7BuXQxUBKg5wIaxcbQGJ6IpjxZABaMYHYmEt04LFfBzdAbWAWX+eYPD++czF6PDo3Bm+UCxMdIIHcIgRiNWpuiEEuzMooaJWsyoNCKgMoMaypHItuJ4sgz/DGooRUClDB9+O2JUUEVJZv146JL2YjlmYJrdAGBisCqjQGboHS8AaiUwrwUHauinO99ZF5kdx0Bl6RkVuVYNirEjWiFAJew0UAC/7gKouKEHvz2DIjioGC4RPQlhx5qowC1ECxiGPIyXujI7BT8lN95nuwUnKp3gl2NtU6wLEWzLAOBlz/pxIqDiFepAkLFQHEnLZgI0OX4CNLVQxqBkVOa5yJ6BUWELFPrhjMoihn7I2k2sLECmxnhpk5D5Lo+RZuVCGde8/Bp0w65SnkAsNTKJQRxTzYHKijY/evhF6Gcy8rubV9XNG/SykU38H7Xh9cDLtUJPjgO87jNAGMiYNgDgjNcD1WFgdEsMGApF4BX/F7jlk8BFfxX/9uRXAzd8GGAhCmf8Km8rloGNTwe23QoUKqhvijQ2BDiNnXA+UIqOufYkYDsvZvf8Z0csj8a0vOT5z4/PYz/PGtpV2IhnHbsaOKSuSIyRjaiXiwn2ZXT9sUBlGMxxZdGsAxjBCetHgWBU+e0BNoznrxvk1wFcMAwAYX0tinUOaobQkrqi0sg6oDwJgKd2830PY+1IFTjAZ4CbHa6rOciGMb4qLoI06u8FHL4+z9AgP14VXbhR+GiG1VGpCUalK6vYzrI6ypVYoyJCSNOkvQwfPskGKkWhohJ8ND1fApU2Cf3QtM+w20IBQGMBQz/K4nnRrNoFW5SqmKkWObcmqwButCbSSgEqrUkUALTcumQ5yo4Pr8WBShNVrJIaFVHwLXLWrIxCkYPmAgvgBQzlYgpQiZ6nBqoolPjvSvDRbcULZbIIqNBFCR0aWvC4IDoTUJHaiQGgKxxoj+tO7lWxLFgf4nilRqWCIRL6WSiNihgf5y18JbVuHDfSRS1GuJEsNspKVAgdXw99EuIuUmVaYesG1iUbI0Zlmg1guPYkLfj2ZDEdqExFoZ+No0tUQZeCFIADmBNfmhDs4rTXAr97HXBUHDLC6mOBt90G/H+3AmuIaPclfwccdQHwa/8RVxzc8kxgKGJiznhj/NuNZ8uP5WOifdNQU3kIo2ui7VbHBftOPPXMKKSkvgDPOfdc/oFkSwHA+WefBbgunGqs7dnOVuOsI1dJRkXYZHEc4wNlHlojVl21Xup9Sk6AosNf7PG1G+VaFUc4cdrz2qGqLGa0yeHi3UMYwuqRAak9mAj57w+xIYwOc1BTRVeuqDyLGgaikFAFHhhhVMrVGKg4AqigLtvL8OB3RDZQFeVKvE5KqxvPwtssFtNSiljUvGiRrJ95AxUyOw6k0C+Et4SLEtJ+tFCBs8IYFTHTDCojklEpw5PhvQaqKApGxQkiMa1gFaqSHXOzgICo5s8UG5Bp7RVwUATwTBpRx6eIUD4bIuU9IGGhLM+GCCd5kdak4GQQ4XZjxqRYIqsnaxoVrs+JQz+Z6rPYjKQnOwsVGpQsDQU/i/DMRQx1i5Uli1pEGIuPAQTdmIEDln69Ld7BSQB8kpaHfla4idBPIcq0aEQlAVYPVmybrCxbdWSybf0ZwG9eq7aV68BbrovCUk+L28+/DNhxO3D084AoZRpD64CNZwE77gDO+LX4tySrqbQlinVWR7gAOFrPZ8tJUTvJYPJrq3H60RHlOLxRIvni6qM5mNCAysC6YzhdXlWByuqJzUCkRRF2iA3iiLWjQBQ7rzj8Bu5nIzhivJ4AKgfYMA9vlepA0JUhoWlnCEODkcjW6aLYmQJcrg8oVWKNiiga13TqKJE6Kk43zhKqEKDSbsfUfr0eaVQcHvoJMQsXkThT6BOcWKMial60ieh1/kAlyt5gJTgFUkdlkVIj7f2Iw14yS2aFABU3AiphZRUBKj58kdnFKqhU4qwfLow2OXN+L4dS5jysNQkHUS2gKHxZdjyieSqjVKbHCgHGUIiYEQFUMqUn+x25Jk8QTQKKCNW0WZMRUFkqUUZFhH6S2Wuus0CMCsqS/Zg3kCXMkNDSMLYIz5wMG9cli1rUNCqhSaOyxOHXsHkQLvizN5yHfla2idoNJSGmjYDKqoGyZYvD2EY2JrKCMLoZeMv3k7997b8Dj1wHnP6rcdtJrwCu/xD/fOLL4/b1pwOPRPsQadckq6kY1ZfhxzsC2HMPAOD006JwlGB6Invhs/gaSzQDCgDOOe0k7tRKA1KEuJ+N4LSNI8CUWrRoP4bxtNWDEqgIXcy0M4zxgTLPBmpPSqASVMfgluMQzypw4BHUxoEoi6fqdOGKVXSrI7IybQWeLNs/jQHJwJQdH2G08FeDVVGvCkaFhwuCcBouOGtTkJqHOO1TFPXyRdEoZwFqLRCnUiBAZanTk+MaMhW4goZf6j6YzO9IEIDaKFCIGZWgEy/Ml2DHgtgJSnbMCVUBpcGC1iEUwRmVcqUdHcuH34kLwdWqxNmRBRABSLF4AQE6PZmROFWelfnkIFN2TgTOG6yqON5YTBvXA3IXOD2Zsh8sCHtrftKsG+vFBFBBGCAIGQruHPeZcpwZVkOpJNbpCrTQTxSCkwXhlrboIgCwaVFhfBWGqssHF3KgksF8JkI/HKkIoDL2ZAQq/diqI4FzLlXbBsaBd/Kic4hqiADgYmG/A5z1W3Goae3JPHTTmQaOem782zFSK0YwNCNxmjUArN4UhZiG40ylbmUVzjg2StMeXAsc4tV4Z8vjeNq6QaCtsi/T7iqM1EuJqoulodVwXUcCGFGczxkcl+dURRerHD4rcuqr+aJd4ICkFjQAF1wrE4WPyvDgRI6lXRhApVIj7XGa81gtdm7Nrg/mibBQXQn9xJS60CHUAFEEdL7plCSV1C240TGXfjYnZ+kkU2RFMCoRHR4wB6X6CNd8gd8z1hGOroJqReiNeOiHBU044MBLEUb3AJYsKjjYdIdEzT+U4SGUi19WUa+RRQnJGlEAZAp/pnoo0Uy/zUooVQ0rMlu348/wNOqoVqLqufTc/CSjMm/HK0I/rCTBj2AdUjU/aUZSwXVAVdBD8PMxEjYulymwi59vMQkJinUgjGoZLeU7GHhwIxa8VV3Hs0uXyXKNSgaTGhXJqPCX4CkPVGxWqqkgBQDWnQz81je5jkZYuQ782n8CL/hL4Fl/GLcf98JoP3WuowG4M3AJ9SjqxpDaL+XVpEAeYWBOOfkMPsPSBMBHHxUBIm3BrcGxifj4xEbGJuR5lZ0Aa8AZktLwGiCi/6voYiwCMIXBNQqAKYpy1JXYuVXgoxAN8lNsAAN1sU4KD/0IvYtXGpTrvJRABZMRo1KM+zp/QaEQKZYIo7L0Bd9MtTccsPlVM10IEwJDDGCoVo7BqOMjFBlcLAYqxQioBB2RnhyHfgrozag4UZjJLw8rYSYW1euZwgDqtXhhu7YXSmakw4oyw6yQRaMSzfRnUSOAI+zNxEih+IAC0OTqyaJqLSujUCB1VOaRoRZ04+u5cOAnWsWchH4WYqHPhJHSBmUhPnY0QBi9h0GRVBZeKkal2wS+/jZeDZcV4A6u6b3NIloOVDKY0KgUI0YljBZIG11GcdGTxo5+LvCcy6Xjlm1v+hJw6f+qmUHnvZX/PeMNQBQKUES9pJieKFQHAOW1EYDRXrYLzuGrS+tp0qefHO1HAzBr1q1XAFgpChWtXrseiAaTAaeNEYcPdpXhNfK8yvBRDbgTcGojSrig5MUOZ0DOjKOU1g5Za6NAKOJo5uVEjsUvxWzRQsXp+cyfalSWS0xblqGf5aC/E9biKfKytkRBgE4PgRC+YlBqVMS6TaKScdOpK8X7UhkVxmQV5bCiMnRutEr6NKtjQDBxToB21ycp8nWUyzEo6smokCq4FGh1eoApUcF0BjXUq2JtGhr6ifUWCwUqBKM0i5qsS1OYp+5FrEbdRDXW0ixGaj5hUesybBcaC76FRVEHZwknC3dcBfziagB8KZWxwSVKHLFYHvrJYEKjUoye1QAuBivFZaXCnvR23K8k2y78C+D4i7mIV9i6U3kI6tDjXB8jzBQ+qgxzhiMaAJyxaE0brSbMOU+LCuoRUW7IHJx1yol8+0JZFoZqsxI2rlkNFHltlvXgfwPmYHDVGqAYVcB1uhiOAExpYFQyMBXHQykS2U6zAQwNcGak7ARodny4ERBxqsMyDk/XBClEOpywMoKoPh78DOuypBoppBXPftmiFZvq2Q+i6XCweAuzZbYobr8Xq3i1ziAGJE7EtrQKQ7IqccnheiORnu6XhmSWSqEXCGhPwo1q2oQDa4Aip+LLji8LEU5hAKvrMYD2fS8Wa7IaKoQZyRr6aaKKGgnh9JzJE0blCD0MBSh1VAoFPtFz57l2jagM3XHrcN0YVMyHdQi7DbjgYuhFBccy9FPFhGTDfCXrx42umSjm5zoMXq8Q3ELZgUfkxx+Hpy174kjuaTOYnp7M4KBeXsB4ZW7ZrFgBjny2GlZyCzxT6fd/DBx3Udx+bAR0ykPAlvP4Z8eRRZwAABKokJBQaSAuuDewWjZ3amtx8qZxvo+oKB0AHMQQztgyKtmXQlS++BCGcNSaIcmc1NDBMCKmZWiMzIx9meo6hQEMD8YsjtftyNWcS/VhGfqSgsnAQyHk4k2aFRXON/RDtCGlYiz6XOqCb5TaL5KU1iWv56JbBFR2sTHOqhbicIxgP/zyiGTAROjHiRxrWB6WixLqKakJixb3nGQDGB0eVpg4AVSm2QAG6/GM1/e6kuGYRQ2D1RgwZQ/9VFEj9VB6AxzKqBg0KiTUobB087iXQg8UlAblez1fLZUQtredKin1vwhVmaPjzLIaBmuUUYmOwxiK0SQkKMcTpnmvZZTVIuDZLI7gI/6vYvXg8soccqCSwWIxLbcQLgYqORm1YmxgNc8qonbE+cBv/Q+vK0NTm095Ff+74emyrooCVEa3cDACKBlFtdVkLaXaqPzYra7BMWsGE+nTh9gQjl4zKJmT9c5BuA5DyBysWr1etpfhoeJHOpTyCCrleObidGdlme1yfUQ6t4JITxZhIQBuLT7+vDUqhFEplwSTsfQ1HIJOrFGhWpklF/VSm9wK/JxT4rvZONYMVSQgKcNDJQrjFQZWEWDpo+WFcCPmjBF2rNBLqCqzLsawdqiiaJvcblyXZ6gWg3fP68bAgdUxWItBTNfr8WzI0E8N1QjguA7rvR1hVET4koa1lPWvinHoZz4AQBRWDEoDMhQ837L8IvTDynVlTaIFf+aiyckM6vJ6KSX0/Q5cxrM2WGUB3+2s1uCZjt+YeAemMYDxZWZUcm+bwfTQTwgHtVLOqKx4O/LZybYL38tDPWe8IW6jYSKSMo0BommhKdsElBx5zEkc2GiF5w5iCE9bPwTs4k5i1GnI9o1jQ0AhAiDwMQz+XaG2SjItAFDtHADKPIxUHRiWDrEksgNIhkaNOKp5a1RIJVSqb1jyGg5RBkZQqMg6GcuSJi2MMeBzrwIOPgoAeIRtwClDlRh0Oj4GwhnAAcqD4zK7rYwA7Y4v2TGnSkBnGqOy+x7g8zz1f6cERTQVOtI2sQGMDcVMXKfTAWs34IAzKkOEbQkCL/0cI43NNOoYqMbOqVcmWdg8BDfablCGMuI6KkFrCgXwUFSx2JXnPp9nyo2uJysPySUW5g2oo2cOpQGFpVloFo819sMBr9kk2DBFrxQxWwAQkrFlUarkmiw6/j6Pj0fjOaOy8i0W03IL89DP4WvDG/gSA7RKb6HEs45GNgPPeXfcTsHJWiLUJaEfiNWpS1XpRABg0+ajeFVerfjcfjaCo1YPKIyKADGloTHALcgVqFeDizYPYQjD9SoJF6iMygxqGKjEA8m8Z10kpFAhs9+lDrmwKHwRFGNq313qFE1qrUMSpADAHeHxPHYfgctRzMpaPNWR1bK9CB/wGnCjccStxUCl6KQUU7v2HUBE9T/INvPCh0UaMozoeWcQo4NV+dw4oQ+fMBgitABkSF2P1uk6yIYwMkB0Lz0ATjDDtTMHMIKBeqy5EOcWtkRIbEhLJZ77MyWAHypDCqiYF0sThVvcyoAEP4uRbRPOiuKSIxJIKgXfhNiWVVEn989fKqASafAOtPkzNT6Qa1RWvBk1Knno58llv/J+4F33qBV5N58LRIM/jnxW3E4yiujq1JRp2Rgt0qhXzt3PhnHKhjjrp+iEWB2lOZeH1gCOAydycOvAhZkH2RBG6yUFqHS8QM56GqyGwWo5Xu01CMDYPJy5zOCooxIxKs4ylNAXSw745WHpNJaljLiwiA4HgD/3LsVjbD1nOSLQudaZBMBTgkeHRxRNUTGqh+OxAgYGhgijEtjTk3fcIT/+IDiTh34Eo+J4GGSRo66N8PR7oonpNnhfZliNg9zIWC9GJQIqh9gQRkmmR+h7qc8Um+HrZwW1tSgVY22LrAsSOV5WHiJhr3kAFb8rK+iiMqjtc+7PaTEKp7HqqNynswjhxnCWA7tJZ1gWeSw4DJ1uBCRJnZVBwmzNe3XorBZNdg60+XnnGpXDwOI6KiI92UU9D/08+W1oAnjD1bwC7xHPjNtpqGji1PgzBSWjEYDRQkITG7agVi4o6dgyzXl9xM4IoOLEjMrEcFVxRB0/1AazYsw6sHBetUZYFD+fZnWUZb2PpV+UUGgwgvKwokFYtqyfJgcq/uhR+HzwAhRcB6vqcR0VAVSmMIi1wzUlVFf1Yj3J6qGqdIJcTGu4roEvwdl7CpfjNnYi1g7HoKgEXwJcVuchSlFnp+j48BuHor4MYEjJCEpnVJhgVDCE0YG4No/DAvt1ZwyFFmcIiiPr5Hm7DkOzw2fmQvjrVEfi5zTjIolGI/qs2gDZ53zAj9eSFYed+qpFDf0I0OsOrYHjxpNe34/Alwi/siqGKCO2VAUPBaPSEkAlZ1RWvAkxbR76eQraCRcDp16ith39PABRATmy4rQiyhVMSzmOdQPAsUdHNV0K6os/yQZw9ES0SGM00K9zuLM5wIYxMVJVs368INYTsDovb71A4j9B008TRmXeK932a4zJAnlhdYRoEJaxjkqUetwtceZsbKDMy6pHQGVTtNjlXjaKI1cPSNak5PgY8Pm2+9kIZ2EIo2IM/bSngGgF8S+2eDr+2qGqki22xuH3yR2OnrtIE1NCAF+EYtgwRgaoRiUdqPiz3IFOskGFUUnN/GkeQCHsImQOqqs2KIuo+p6Hrh/KME2hqrJjcw6pRLVsplkdo4N1lVGZK/iJ3iefuSjVRhRwvKChn8BHsc2fhwoBdgDQ6XY4c0XCusP1eKxYMo1KxLzNRsVNc43KYWDdCF2Wo7Gfh35yoPKUtY1nAb93PU+LpqnSw0TTIorPOY6qUxELRJLBCQD2sFU4+8io8JxkVCYBcBp+YpjOwiOg0uCz2IMY5tSscADO/AZWmqFRLtJU0iVkMrymzHhyq6Pa7HaZGBW6tgyANWKWGT0DaxzOGuxhq3D06gGiUQmwik0C4EBl9WAMVETqcsICnnbO3BK80IHjRM4iYlTG3AaGHJ6dtWrdJr4NAbL+NAcq0+4ohmslGRb0vG56CKfBGZVOeRSlYlFuZ13puDUJ/Ow/AQA7MY51Y3HIS/RlZmYKhagWjFsf0UDFHO9lQ2g8orCoE4ut5w5+OHiYxCCGaiUNHC/gMzf5BByEaLEyhsc3yGcBAAosQKMbxOFXVsewxqjMK6yb1SKf56GISpHXDVtOy4FKBhNARTwunFHJNSpPadtwZiykFXb08/7/9t49Tq6qTBd+1r7Ure9Jd7pzvxAIEAiXoDEoN8kYEHWcIwyDHEeQ0QHxGz0wHGF0wJk5Hjzo8H2OIo4zR+GMjuiMgo4ih8hNHQNoIEACBAKBhITuTqcv1d3Vdd3r+2Nd9lq7Lr2ru6q6mqzn98sv1XXbq1atWutZz/u872L/95ygnUGkpS6LsBEhsrw+ACzoW+4fycBJTB8P/RxBG1NUROhHpCfzUMQQbWdmN1KD2D98RaXgtsmKnw0voc93tzlqo6VV2YWTOSjlL5D3i/wBYN8JUGSYHqCdWNqph366ufpxBO1cUfG/q8lMCZVDVCXlZGdBIgLXtnw/DDdap2gUK3p5Gr3lKyr2FBsbNNHN/CtCwaGedvBdENb4QQBANsF8WERRfkoqKvddA/zyFgDAq95iLOmIaQuvgwJSI6wWTJq6iLZ0aqRixuOUh06G0c5+N7XwqHCiMkZbWEiP1EClCWLPA8D3LgEAvE57saSrRScqKCA5lfOJGNrRkYhIo/Rsw7qhwde8LBx0t0ZnfshjjWBW2xDI8N1NhDNZCoKYYzieQQCnfpiRksWn+LVYAOZ1GX2d3e5S/C12VC5IPYtXKfezBW4ZYZNVLt6LmGtru/BUriBTHIcpm6xJrSppptgiSBKdc6dkpP3w08K2GDBSx5oWYcHngZTH2tLbzrcuAaKy7th17FBLGfopSLVliHbglA49g2s8XcLgyklRweLqTRu/VkS/1iDtxOlSifPrtkSz7DuUZ7RYDlDIwiYeJjJ55pMKYmoUDg/RxETdIP46h3jagXkAWLr2nvvlnzu847C+M15EVDIjrBbMEDrQ2xGvDaGWiko7OlVSMZsS+oKooIX196D/njUhx5QCP7lWbjD20iVY2hXnJIsAoHDgIZnOYcmknxW0Ku6y53h5np5P4dRb0OehnxwcdLfNrT8FMIpKKEhFhZ/x48FCxBAVgyAIAU54X7HSIsI9gF8NF2ApzaWew3fR3Xxxcxdyv4uyuI2msihM+Luuha0RqCm8M5bUKYU7xcIGtKVPq0/RsAPRALkQjdA2LGyJoCmyfvKMqEwWWD8vahOKim6Y3rj+eHbD9k9V7hF+I3C1RVEAxtPlFZU84Ubddn6tQBYZbe1lBQcBOT4SJIM2j3kcIty/oiojqWyJ640eAF59hLWRtmHZIl6VWSn1X6SoKFlQe7EC/1p4N5Z0xpm3Q4aMCsiOsYygw7STfY5apBJz0+8R2s7GRy1SnieY8iN9RJqXpgbkODMuSQoA/NrbgGVdPHQsf9t5jKfzoBO+x6i4LQ0Y/yL0Qx10N8Hhu0ZRCQGhqKihH0NUDELjnZ8G+p8DNv25rrS0LAIm2CSOBcrJzwH/ytq1x2v3uyjgyEQWebsfDoBxu5OFIq0aLADpUeknsDsWA9Yb8j0bqqiMvwkA6KddnIQpWT9z5lFh88BEXigqpckDurgaIb+vPJZzdWyqZSk7I0xWGS5DVKRHgL3HIrGrDZCi1ccq9X349VZwU2+KRtHVw08R5/3noIDJTEAZyYwD39gMcPPyS95yrO7hBeQUX1SRR0WkHEfbsGXsSwDAiArAfCqFDFwU4I2zz36YdqC3LQqkZk8q6NhBEACD6MSmjpi+kM80TDPGwl6H6EJsaItCyySqReiHk28A+Lr3IfyocBau7eSZVbYLeDk4xENyKodcchARsE3IIqUtDTnKglLNozLXGT+AUVRCQRIVpTKtaw4kNAiL3vXAJ7cDG6/Q729TsoQWKkqLre9g/mAzP4RR2RUPTWRAxg4AAArtXMGpRYomr4cxSlvQ1d4miVXN5O+w4KXjB7CAeRDmStlRweeB8Txrix/60Y9PkKRTCYGsIqxf2xfrj9koYLyCRyXDiYoM/bgxfXyooURuYl1NGMk7QHtwzCJdbbFAMRlUVAaelyQFAJ6ha7CmW39dSeUnJyoHM3IScy10JVz9daQAygnAIO1kvh7N+zGzRTc/9Cr/jIsYOSJq2HNm70nHGCl/ky5kRulaH0rIVZJ852p8JfsheMTxfU4BRaXAz3jKRLvh2hZII7PevAIA1odZ2MysPMcwq20I+KEf36NiiIrBrKEWjlMr37p+/QpE2+G28EMSlawOkp9CNM1rVyxcxR5XTIpli4hNB65kDNJOVreD1K/oVSVQQVRoFwuVTJd90ghw38hYThAVoagoRIVYQAfPwlEIhaixcuxx/HsO6VHJcOPuQlV+Vz0xak0frqgcoxCVdX1tRdcrMu+O7PMvSy3cV3gXjpGKik9UxqYC7czx8JTFSNSSzrhvulRSpckIIxWv0T4s70rMLoyRHgM8D3SYtXk0toz7t3ySPtOxnx3eDwAYIAs1QmXVqtghP0cpa7Pfd297zFfmFTX0yEQGzhjztGXblhU9Xneiwtc7gCkqbbG5D7yY1TYE0rwIkDDTGo+KQU2w6RpWjv+s63W/iji9GQC6j/Nv88kqYnnSaJukCfR092qP2/AwlZ0hUeEl4g/QRVi9sCWwU20cQcgNs4n6EF2I5QsS+kI00882W3CVI8mJipTElVO2EfUPHGSE0w/15awotr79ZPZHSI9KmrJFYoFKVLQsMiVkyAnMCRbvO/TgxMXtgesVkAr2H6/Zke1ci/dl/ycOuKt9BUdRfsamsvrruKKSIey5SzuVVH2F4LhjrwEARqLL0NUSkUqFFeZUZhUv/xL4X6uAH34E7gRTaWgXVyIVlaakB6ccRl4Dfn07MHkE1tBL7PO0rWIbUYVQZWZK/FVwRU5kjen95W9CxoYH4PJKxo5QWjkBbMihnApRycOZ89RkwHhUQmEqz+oVxCRRIYgYRcVgtug7Cfjsa7pvBdCJSs/x/m2+Y25xKDbk2C71ZboUJyzhC5dCKiarWcyf+BabsLfcAhzeI9/3nO4WYMwnCHWNjWcmgCfuBFa+E1h5JujACwCA4cQatmNW1aJyh/jVGwWhcrBpsyPOJXFCgNVnA/t+pYf3LIuRCl7p1110HGS6RkBRKXiUFY+T19IzjLpUoqLUKZH1egBJVJYRZthceuypzA8DaJVwJ4KKCicchzvW48X+FTi5p9VXRpTXFSsq/JRtytq2uEMh25Z/ovTSwkGAANbCYlJRlfqx60esCN6LPwMB8CZdgMXLRHaSku5dzdj/+fXA3l8Ce34BNzOMPLXg9ZxQ9J4zVihVcPI55bHvXhppAW08FA6zzcKbdAFWL9ZNzVWTu5lAOWYhBxutsbkP/RiiMg086mGSH1TVbjwqBrVGqfoEGlFRFRU2YbS6FGdkGKH4nXc8tq4UoSF/MitZm6MUMuPAL25gt7tWInPwWUQBvIql+OjCFiA5w91vtXjqbuDh/8FOrf3Ms4hOMP+N182JmpLRVJNFYybgR2nk4CBiW4i5yhzwwW8C+x4DTrpYf028UxIViAUQ8Bcm4sGjwNBExg8lAdK4myqw52mhnw2XsL5afY6uxAXSpN99znlF17PAzJoa+InBI/yk3NXdLcrrfCVmNBV4Hd/ATXKFYImqEPAieCdb+9BK0pikUSxeu0F/T+KV9ueUQ/IN7c/t3ok4QShGZAZjH2AkBQDeeBIAI+jrlvUUv2ctVDwezpvk3+lSlajYPlHpGN0FAHjRW47jekXozh//VSlG5TA5xAiqOOpDheenJgOkKUI/c9+CJkcql4LHS1m3yoqABK49twVwDN7CWLjWv73kdP82X2xaXYq3W4yovN5yMlYt5J4WuVMtYZgsh4Hd/u3ffh0u94YkezayWhsKQShZQbVWEO3ITQIPfh4AcMDrwXFrVrH7FbVoKltHwvTqY8DQS8AZV8kQhQQ/Z8WjFtrjrl4Eq2Mpq6MThHrS9qJiotJis8/SP5YuSVREKrQW+jnzL1ia+xqFiABFRIUsOrHoeg4KGJoIhnDYRmwow661pqelxOvKKyqTBUZUNEWFt+Vcl32vu+hqbFnPiyDOlFSkRuTNAiX4bn4LblvNj53QCuiFHKe8j1U84p2GjaIujfKeqWraWfZ6TFGZ4GbspZ2KF83yM8T6xnYCNvC0dyz+62q+CVHGf1HorlpMjQL/cBpTTj75W71kAiCVwzw/hretCUI/TSEL3HHHHVi1ahVisRg2bdqEJ598cq6bJDHO3fCu5SLKCYtJTzaoK9ZuYZkkPSfwE5w5ImxiW5gbxFqLEYpNZ7+3SKa3iIdU2Mma16MAAIzth0XzOOD1YNWxfPerTZA1mKzLgZt4AQDPfB8A8Kh3Ct6xRiwavl+gbqGfQh74/mXA/X8JPPOvxY9Tdt0CLHTEQ07e8U7/tkocuOLQZrPFvz+ZDrRFVMEt4VFxouz8qcQC/TUqUelYrl9bSW8dngws0FxRGUwLotLqPyaUGOJheDJIcBhRGS+IFGqVqDCl493OcwCAye5TsWEZb49CAIrCUJXACdVLp/0V3p/9IgY6TvFNv0poMPQ4VQ42pCA4QtvwI/tCvF0QFcUXUhNFhX+n45x89nUoab8R9jmWRlI419oJABjofrvfp0RVVGbZljefYanl+Slg933Fj3tinLNrtjaBojLnq+0PfvADXHfddbjlllvw1FNP4ZRTTsHWrVsxODg4103DyGQWB5NsIm+LtIHI0I9lPCoG9UP7YuC63ew8IUfN9mCTv5VmVUfTXcfig+882X9cmaxDKyrKZC3wL/QCXPkunk2iEIQZG3TDgGdEqPhlbCs2iR1zLTKapsORvXIxxAs/K35cblQs358yHRIL/dvL3+7fdtnC1GqxxevgyJT+Oh5mysOCa4c8skMlKr0n6Y8pisqRIkWFEZX+KdbHKxeoO32/jsrB0UAbOVFJ5tl796gVTKOM7ETyrNLteVs/6D+mKCoTpYzE5cAJ1QMTx+B5ugrvPn6RT9IV42to8pNlbYObwJdP+De8O/P3OO2k9X7VXqWdVZH0Z+4Bnvv34vu5ojKeCxQMBKRB+squZ9BOpvAmXYCz3/0+//GZELFyGHnNv73nF8WPi3HOC5w2g5l2zlfb22+/HR//+Mdx5ZVX4sQTT8Q3v/lNJBIJfPvb357Tdv2Pnz2Pjf9jG378LIsX9iZ6lYmKwDWKikE9EW3TDzwEigqLxda8U39cy3wIuZhzokJXn40H4xfi9tzFyJ3xCT8MoU7W9Qz9cKKSXvtePE9X4a9yV+H9F77XN5g2wqOieiBe+7X0FEh4/u8/NFFZ/1/Y/8e8W1dAuDrWxonK828m9dcppCj0uWKtSrr7ik36Y4qKMRRURnjfD2bKmzxtFPBGkEyJLCheAE8nKgppIhbIyjOV9/RVuuoUFUZUHtvH/v+DE5U6RNYMxj7/3DTSgu/voRhDK/7wVOWMrpmEk4ZfBe79c+BHV+lhVUCGmpI89LOoRH+dOroNAJBa+z5cdIpyyKlVy9DPsH/7jSeB0f3643zs5XnGWsvRTlSy2Sx27NiBLVu2yPssy8KWLVuwffv2kq/JZDJIJpPav3pgaVccHgV+9wZzYC9pXSK/QFNHxWBOEKhKihWb9b+VtM9qd5XDziJ8YuQj+Ca5GNecpxh4axkbD9GOu8n78d7M/8SeZRfjQ6crE7VoB6l8qN6skFbmkuyENFhKKKGf0JP38RcBV/8ncOl39ft5rZw4YYv90/tH9MeFHwYWWkqdy1MKizf4t1edrT+mEI7+saAywhb+KRpFzLX0MBOvBRNFDsOTWd1TwtuYpxY73blcrZfFp+op1Yq6k8mXMGl7niSFpdr5xgSBYxG8fbVC/Igf9gzte+FEJUPiGEnlsKAlgs1rFAVMOQgztIpx4Hf+7Zf+r/4YJyoZ6sIiwEK14mvgt33M2QG/k6aozPJ3yJUpiR136X8rJBkAok2wKZ/TFgwNDaFQKKC3t1e7v7e3F/39/SVfc+utt6Kjo0P+W758ecnnzRbnH8/a9EaKmRaP6TxGkcRM6MdgDhAkKuouFZCLSgT54sk6NwUcepqVx1bBFZW9o2z39L6TF/vnygByV0l4afJZn9w6MSir32rgk+fDr7DF4zNbjtXNqrIds6gRMx0ygU3P3of0v5UJPO6GJA+EsDT0SIt+P/876qXh2gSvHJ7ESwNKGE6QImohEZYU9Z4E/MHfAhf8L2Dp6fpjSghnIJnRiaxSLn1JR1zvd06oemOsPXvUNsrwlI22qOOnQgP6WF19lt4Wfmp4FMyfo43V5JvAV44FvvtH+ljNZ+X1phDFsb1tLG1dQDleoqguzegB4PsfBl74D/1+To4n+eEoZ6zs0j+DZvoNOeYmlLG9/3H9MaXa8IKWiJ6OrhK7RLceJgy0ZdbGXk74vC5Wg2fq11/Hr59W1B9OQMWJzbGwY72OmHer7U033YSxsTH578CBA3W5zoqFCWzufR12Gwv9vGPxO7TQT8QxWT8GDYYdWLCCqYU2m3AjyBcbH//v54BvnQtsv0O/P8Mm6wOTbCo467hu/XFFUQEwu/h4egy480zg628DxgMbEb67PTRlozXq4B3qzjbQjpqYaQslPkdaJyr7f/cfGBxXTK5S5SClTx+uBpwAkFwK5xy3CADw46cO+o8rc01oRYUQdq7UO64uTnvnYcSeGHvffYcVT5BQRmAVn5TLCdXaTtb/T+8fVdroK0xtwVobC5VCdKsD6g4n1DGLvT6pVubd83N2cN+rjwKDz/v35/z2phDFul7F8Ku8ZwQ5jKQCY//xb7D3/cF/1ckPJ8fCDHzS0sBRCFo4KeS4n1KUsYM79OuJOjxw0R7sLzWse9wFftHAQFss0PAh2LGDTC0J+r84QXui7Xzs9NYgjgx23/tl34PEx16B04Nm2JTPaQu6u7th2zYGBvQd1sDAAPr6+kq+JhqNor29XftXDwzv/B7G2v4BxMqhHWtxRu8ZctCZOioGc4YNl7L/z/ls8WOOP1kXGSZ//7/Z/9v+Wr+fT2KvjbPxLDMzBBRJHcDs1Iw3fscOZsuMAS9v8+/3PLkQpWgM6/rain9fapr0bBWVl38JfLEX+NVX9Pu5urSv53wAwIrMy/jyv//Gf1xZmEMrKuXAPSrw8vj70b/At93b8MCOl5EX1X+9GXhUKoGbd5fzjfvew6oyomYzBRZQTlSO4Wv4U2qISglPFdXaWH0Ou2b3cey2CoeRoYTFFn8tXfrwS/7t1/7Tv81JRYE4yMPB4s6Af0tRaVLZwAnRbz7j3z6yV2k/e06Ke0a0tGxAC1EVpWaXg+r/SA3p/g+uqGSpW9xf4tgFAFh3QfH7KqHP0IrKf3ya/fvlF/T7eV/uOpzHnfk/BABcQn6J7/6WFZHUNuS2Bcua+035nK62kUgEGzduxEMP+RKr53l46KGHsHnz5gqvrD9u3v0tHHBdLM3lcczAuUwONR4Vg7nG+78KfOxB4Jwbix/jk3WEBBQVT1nYqafHqPkub8pjPoMVasYHoJy6y0j6rOLjw/6ZMposnvc9EylEsWphYMEAlFTRKjKayuE3/y9bpB7+O90Lwftid6oduz1W8TS/9yFfVVEW5lnL4a7/GTtGduPd9k58YOo+bH+Vp4trfpgaSO+ccKxoYd/ji28Wh3AKsNFZhqis4PvB3+0bBhUqgaaoBBberpXAX74EXPPbotPAhfIXt9nrD48r6dKqIjGwy7/NM4yyvFx/nxqeBCRJj3PyoxF1VVE4tNO/LUJJBVLmPQX5yWJ0KqeHPfc/Adz9fmDfr/XXBFS57H7Fs8IrvuZhF6f8rjobAAFaeorr4wBaif2JMGEoSoG9fDPw5Lf0x3jo5/Uk8JB3GjJOKxaScRzcxUk59cd51G2OdW7OW3Hdddfhn/7pn3D33XfjhRdewDXXXIPJyUlceeWVc9quv3zfXVifyeAbA4NYOvY6JjN5UCVGbeqoGMwJ3DjL6AgWIwM04+ORyYy/oKTH9Ocdedm/rSxSPa3RYgIuDLo8N39WJGFq1L99+AX/tlJ4K4OIX8BOhZJ+mpyaJVFRa8coB/KJvjg86eFXHjOmvst6Fo+/ynfJiqI669CPEyk6Jfv99nY8LomKv6utiaLCCceyFrYI7T6kLKgK4Sg6KZeHqJbtvQfXuT/G2Pg4Xj/Cia6i+pRMYY22FpMUwCcVhC3chyfKEJVBZYyIqsCU9bs8uVq+JyMV7Q5r0xGVqGvvqYSTOPFM5Ql/z9LkJ4I8KIUeUnrob9iRCff/pf6agq5k/vKXD/i/QyXE1hYN9Ev3WuDaJ4A//7VM7S7dlhxGg6GtUgiGe4JGcQCTNIqWeByEh+Z6xp7B0ETGH+eUIOrMvT8FaAKicumll+IrX/kKbr75Zpx66qnYuXMnHnjggSKDbaOxqmM1vr/yj7Eml8dx5A2WmicVFcAttVAYGMwlHOFRySFXoH55cnWiBuR5PgA0Q2RfR2CiBnxFhYd+Sh6gF0QuDfzyb4DXA5l7ajsO7/Hj97wNHgg8WOzU5iCUGH2y1GnD1UBrx4v+bd6OyTwkUTnbeg479rGzc2oa+gH0GisAjrUOYs8+HipQs35qqKj0xfIAKHYfGlMWUEFWS4R+eNE4MjmAv7D/HX9u/wxP7NNVnzys6s6D4YpKlPDQTzlFZfCFojGSozy1N0gqOOlrcVibjqjkRxxhAJT8vv33DIw73s5W/p6aSnnoaf/9VIWSv+cOug4AsGBsF145zOu1KEpFySJqPetYDaVSUP1nQaJCaXEqfdAYrm5OeHtTiGFxRwyRZacBAE60XsdL/eOaabwZMn6AJiAqAPCpT30Kr7/+OjKZDJ544gls2rRp+hc1AKSLyb9LyBHsH05piopjSugbNBv4ZN3KJXW5AKhKBhCYrP3Ft2hHCSgVTdmfoXZzT/8L8Jvbge9coIdW1EUoOwGM8boliqoDAF0JXWlg7fDTM8fTeX+RrYSX/i/wr3/CalsIUMq8AwLqDluR5t9o3YCC5aKHjGHkTf56hTzUhKicfwvQvhT4k39Fpo3NNZHDPNyhkKKaZF1E2C6957lv4aHoDXBSg3hzTIS0fPNkR7DvO1dqf15kP45n3uAKnUJwqioKpigVQEBREUXYACA7Lk/RlqSIk4oiQsUVlRZb+F4y/mdT1IRCv5rd4o+79phTrB7w92yT5EcZ+0R5rkoC+Bh6rsD6bQ15E4+9xMebVyFUNh0URWVEJUyUshDU7ccDR17x7w8WchxSvDky+8hhJzjz4oDryBt4ZWhSM43HTOhnHqCd1XHoI8MYSKY1OdZuAoORgYEGPrF2Rdk4lbH/gKJy8GXFXKgoKlodDAHpUWHvORI8mK4U9itKihriyely9JHX+aLBJ3eRZdBVsh1+embBC1lG/N6rgZd+AfxC8fMU/DRXAPoELvqC2ljY0YZcKzM4esOvscdFNgS1EJtt6AcATr0MuO554PiLYPUcCwDoSL/BUoeVzIuahJk7/Jo0x5BD+BP7ET/8E1iwNaindwM4lhzEoQFeNVw5+6iqhZePU5ey731QPT6goI+vnz36W62NOT5Giq7H1cQWnkk0kORjP5ME4JNaOnYAB4b0z50vlbUESHLQYgcUlWwKyCpEQFMoWfv3Utbfi8go9h44xC+umI+rLaImspqC/rPR11lxwtQRYNeP/fvTFRQVGYJysLgzxvxEAJaQIbwyOBFQVEzop/nRzqoULibDbHB4vpnWEBWDpgOfrDsjbGKW58coZlUAGD60VzGI+otzycVGSdEEUJz6eeSV4sPdVA+Iqt4EUoIf+O3v9DZUUlR4BkaUh6CmDf/ks34Ghlq4LeAhGB9Q1BalHV0JF9aCVQCAROoNVg2X+jvNmigqCtxuls67kgzitaFJba6pSXqoetAlgLdZe7D7EFdGlJotRQtT38nAf/kn4JK7kEv0wiIURCzMMw2F8UXXoey7kMoOIInKKGWhqgOvcqIri8ux6xSl9zrCoMu+Q3/sK/4n6sKBh22P79Des4AyY98W2UlcURFnJOUCBfPUTCI+xodpG4YocyCn+nkmk6Jcha6NI9viq1DJdN7PDuOHiALww1EAy6xT8PLzymOKErYgEZEb8gVkAsOjo9qG3Cgq8wE8htyJcQxPZDSmaQfrFBgYzDX4ZNbBicqAmKz55D9OmPy/hBzBE8IgquymS+4qZXVONvZHVUXl2X8DvnY6cN81+msmDvu3VcVCZBhR1s6J/ldZCMfTZf0FpRQVvrtNcBleM9QefAp49Eu6gVAtvJVO+iQpsGMf638V/WMB0gYbXYkI3IXsvKPl5DDry1qHflQsYNdaQQa4euuTAKcWfrjl7wDe9nFZzXi99Rr2S1Osv3AVeRIIATb8MbD+j0B4G1unDjLipphpq1J9OKmwuPqgERV+3z7KvBp2cj+/lt9GxyLF7RSZRNygOyC/Ux7OIy7eoKxGUP9re7TPnS8XigmQH6lQBshu9oiSguz54cMjEabIRZL8ceU7rdr7Ifxn/PONinTpSeW3Nlw+9DM++FrR5iRHbbTHXSDWgbzDDexjB/WsH6OozANwI1mEFDAxkfTNtIQ0RW65gYEGGVNn47R/TMTp2cS0z2MG9YVkHC+8zk8rVjIRSvoMOPmxKXsPLT6+83vs/10/0lUVNdSk1a1gk+trlNVI6vEGsX84VaSolDxHhy9ELbbI6lCu96M/Ax69Ffjt1/37JpRDTWmBSeRA0SLTh2H86kW+K1U8Kp2JCEgba2c3xrRsiEI90jbb2MLcTcbYgqj4GdxaFJe0LOCirwCX/xsANgZGRoR3QpztYlckHPYCFiJYSoYwmMxoC29Vqo8tiEoWBOxUZnl+E/8OXuVEZSkGcUAZI8LfQYIbRb6QR7nvRZIfperuQU5UPHEo33QkXRAVbvodTJYmKrtf2A1PpC7z9ufggPLxk8geYXVdFKJbdTiP91mHy64j/TLqOB9+1S9FwEn7CJiq00eG8dTro+wx7XM7ACHItbD+tibf1MpwmPTk+YBIKzweG89ODMuJiphuM2hGcNWhzWETka+osEltyGtDkrJCWRODr7HHgpNW0Xsy8uN4WQBU96ioxa20EI8/kRfGlGqrBbFbZhP4UjKEV4cmtUUoYlulw6o8zVVkYMgiYZkJfyf5/E/856umTMA31CoLSZbacIiH117jr1cI04IWF2hhiuoCMs6up+w0a16ts4UtoguRZESF1jj0IxBtQy7aBQAgohiZ2v8VFlDCjbXLyWEMjKc1kludouIrZmLhlaoW/372e6xabx8Z4WTWD9OUzJjhpMIFGxf+2PfVA0FUEunDrGy/EvYsTdLZe8Y4URkY139PAl25ATx3UDcY52HDbmfjfBEZYadjKyG2qutw8T7rirBxIc3Capi1kPVDQbyNr3s9rA0YxfMH+XPl92bLEBoRGWipEc0fZbJ+5gMIQT7CSjJamVH5BRKTmmzQjHAYCWm12GTfHwj95GGjn7KD3HKjQlGZTv5mEyQBhYuC7lFJKURFPTpemcgPHXi1aLcsFoxujOHQ6JQ2uZedGIVZMlgkTCglQPGkrSAzclC7P42I7IvUIH8PpR2diQg7cwXAApJkC4OSDVHzrL8WtqAsJEmWBaMsak6N1Vvawc5Hi0weZKE36pOAiqSo3Vd9WChMpJVXufBG2qQ5+ri2QPhHhIPAvptujGlEpWQNEkDWe3HzLJx1ZDKLTL4g3y9LbQyhQ7b/wEgK02bhKOn+QHlFZTE5gl0HuYqo/NZoK1MwF2G0SCWrmgBw0tTOOZ4c/zn9gMHxoTe0dhyiC5GnFhziYXSQ/wY0dYoXkmth/R0vJJHOsNc2UwX25mhFE6PAiYqdGZNEpWSxLQODuQbflS8++ACWYKhol5qFgyOUjWdP+Eg8kXFTTv72U5ajyAbqUyiGPZWoKGGghd4wtr/CQwx8ghcEoZsIoqKYOctJzcKDYAWIipp6PdHv17QILCYPP8kznQrFC1de9IVaOTTqyP5cgHEMjWf1TJxaT+CcFHWSSQyPT0IP/dT2WnYbUyvavTFWa0f1qFSS+uPse+si48Whn2raaFmyb7+f+jMsxWG8KU505t/Bm5Tt8BeSJCMxivJXUlHhpMCaHMCNkR+AwGNtlAqajSHqE5Wh8axGTCuFflxu+h0MKCpHuFk2SvJ44xA/u0rxf3gtrE09ZIzVPvFmocjxDUO7G8joC9RP+flvuWmWf+4MXAyAKWjpYVEOwB/n7XF+qnYLe04nJpHKZnk7DVGZN6D8VEuSmVAUleYwGBkYaGhdJG/eG70Zo+PjLHauTEx5vtjEciNc/vZl4EryN8AyDmTIxStoRaWoTOGlGklIkAxefE2vlyKISgdJof/IWEBRKfPb4qGfWJCoBKvuCoUlkIk01L+f9QVvWx62XGhIaoj3kx8KiDqWJA8LSRKjU3rox6n1BB7vAuXTMZ0ckmFmWq1aEQJ2K1NvFmAco5M5jRRVXEB5eGABxpmZU1l43WoVJuF9gocrnQcYGaH+WH2TClI0gZFx3aNSsq4MV6QA4GrrJzjHeoYpioKoUBtjVicA7gOaSGvvmSiVbi7DnoygDE1kkSt48j0naAzjPJSaHBZERfzWHFgtviI3ksppxK7q79QWYV1OVCZKqzvDbwp1kLeD2hjmBK0wLjYnxYoKiYvf5CSmMr5SVms1b6YwRGUaEF7RkeRTEPn4FjHdZtCEUE5T7iWjWO+9zHZyBX/yzMfYhLSQjLEwznSTtWVppfknMnkWyglkFTzzokjBZJVPVSQHuRdC7ETRLou75cYPa7vl6UI/wi8gJ+pABc70UGnTbC8ZYXK/4lGZsBlRafOSrOS6Sphcy8/6I5OYnNJ3xDWfwC0LuQgnTlNjyqJGqicB0yHhe29GlJ3+tMpIwldUklO52XkZTr5E3jzN2ssUFaW+zRDtgMfHSD45oH03sVLXsh2g92T552brea7E+N/3uMNUg24Iw/I0IUdOfqzJQbzPZinuQxMZSYKzcDFM2UY2L0iA8MTAhpXoBAC0IcVM6GH7uRQCVXL9DCSdkJPJfnYmkTLOMzIqMApKKaiyOZFVj+OsbzowgbRUVJqnsKlZcacBiTKiYuVT8odpMn4MmhJdq4Bzb5J/Hm/tZ+EfJdyRjwnT5jivDeSrCGUnTzFJqlU/A0pGYXxAm8QB4CCX78eHeaqwbIeDVIQteiR1WFswpmtDRBAVqajoROUXTzzHbgQUlUVkBAeGpySByVIHaVeQtnHuQQkoO8qZK9n0hJb1U4+zvjxePZZmxvXQT72MuySJkVQWVPWoVCQqolzDBMZTvuciD7v6Nr7788DF3wEArCQDeHPUH6cAIwG5aCdr1+QRvdZLudTwy/4VWPkuAMAa0s9SlJVwXooTlS4ywZRBhSCX/NyKSvN19//DSeRVVkhOySQa5lk1nkgTVtRLh4dTOsgk+63NRlFxmbrTarFrB0M/w5SNnW5vmJE+JeTlxVg72rwxVkxQ+c3LNHue4dpFJjCV9T0qNUmNrwGaoxVNDJsTlSjNGDOtQfPj3BuBd1wLQK3/4SsqHt8VLyBJnahUCrtwNaOXl1oYmsgWKRndGMNzb4xpSsZh2gkAKExy062yy/P4IkRTY5pRsuwixGP0Ljc2yok6UNjqzYO6enOIhxAWYpyZMpVFJhthbegSyoKyqMVcC3BiMusvPzUuF3Q2gddhsxJp45/JDzPXI/QjTcJIsro4YsGmFqJ2hbA2Dw/YhCI3OeyHwmaSxWLZwDHslOBuksSRUX3sRKNR0Cj3EKVGNVJUUlEBmKL4rs8AAJaRQU1RycNGwWX924YUhpJ61lLJsW87QPc6+edm63lWRVd6vmyknE4AgDM1rCkZedhwE4wgtCOFkcnM7BSVFhbWXfHGf2ANOVRU02WAj/NOMoHB8Yz+m5feoomi37wMo0UZ4WrBFNJZJfRjFJX5ASfKZucEFKJCjEfFoInR5aeRsji978sAn/zbkGK76TBqBo/VLxJEZTzDDh5UsJAk8fqRSXmtAiWyMqeVHuGSsz+J23HWDpIZQ7jQDy+7XmDXPTKZYQtDQFGJpIeYj4ArKoOcLHWQSd2zAAc5EQYLLNhy4SIEBV4Iy0uPy77y6mBwBQDCFRwrNx7Yfdd4seC753aS0kI/06YZOxEULEZa81PJ0GnNZRHrRMHlG8HJQ1roJx6NgsTY+KGBa1U0/PIU6mVkiJF09fvmoTWHeMhMTUyvqADAH98tlZV11hsYGNcVFY+rTF1IshPLZal/B25rp7xedmpiduntiv/sO+5tOBww9h7mPpQOMqmRqRwcFHg6ehcmMDSeAeFtpJaihLnMaxMnWWSEokKNmXbeQHhU4sQv+GQUFYOmhlI8TJW/s3AAPvm3kikMT+aAQoiUSb4zfLvFypkfmczI2LgwPbaSNPqHRrT4/QRhO9hWb5xJzlymzsKB29IJAIgUJpDL+0SqbBt4DN3KjAJgP8WRVFYesJamzBS4gCR5uIu1Q6g67SSFkQldUaExfxeqExVHtsNzGXnwMkktO6kep6db/LuJeil4hTqGfniCQAvSSKZyIOoCOg3hEMQin/bDU1WnJwsQIjNjIpkhX42gFmJRFxYnVLHCOAp5/zyoWKVqqdwo3EamMJxMaiEQK5KAR5hh3JsaUUIgFT73ohOA93wRALAYRzgJEOFDF4WoUCi5b0d+BhvReJu8HtKjUEvoV03sFqyRN1dag2idekMn5BBZO1xRUT63+P12knEMT/gbDMdRMp0i/oY8rYV+jKIyP+CWUlRMtxk0MYTpUWZnKJVfo0L+nsJYWEWFS8d/MvItbLV+x0I/nCAM0zZkOEmYGD6kEYFCrBMAIwJHJrJSUSnARqTFl8UnpzL8/golu/nOlWTGcVPsRwAoMyjydqi1Wd4YmZKkSKSkAsBUcthfZOAAMU6kMFVkLBbtoMJMn5kAlSXj61BHBYAdF/J7Gnm+MNN6pIjyEFMrmcJUVjEdW860Z5hR7qMppCdmZ6blIHysJvJJZLNsHOTgIO7asBNc/SMpZHk7C8LoXA7RDlCheKdGlOwXB/GII8M/NJ0Mp+QByplvR3jKs6KoCOKPKYxN5RTzro14xEGe97WVGdMUlapVsgWrgf/yz/LPteQgC+OUUFS0cC+1YXPC14YpTE755xS5KlHhBDSONLI5NfTTHGtdc7SimSEUFWRgQZhpTejHoIkh5Gi5y+MTK3WknN5GpjCRUc5QIRUyWfhrAOC99hMsPs53cmlEMAr2G8lOjMhrZRQPSAcmMDSRAeG7PNuNKu1IIZ1h75WnFRahmE84/hw/winkFZapwwmJUHYWkiT6k1NSUZlCFFOEydqZiREtXZVE/QV7VPGo5KgtD2MTzyHZST09uQ47TYuHfloxhXyhjqEf5TqptG86tp0QB+Xx+dDOB2q9zHBBs3n13w4ygYkUW0RzYCZPoTC1IyV3+fnpFBXLQoH7n+z0sJaFE3NtFLgXw1JCjtOGvJTDaQ9P6ERFJX1jqQyIOA+O2HBtAk8QleyEpsjNKFS24RLg+PcBYOd1HVbCUEI57MQkS4VW2mjH/Taq37fjKmdqCUWFZJDLC0XFpCfPH/DYXYL4X7AJ/Rg0NWR2xiTGp3QZWHhD2pDSyojbtlt8forAOZ+VN48n+zlBYEpGlrpI8pNuC1OjWugnx9Miu2RohbXDcSKS/LRhChm5W66wM7dsYMnp8s8N1qtsR8nbcRid8nMNT+aUMJOLtMMzM1LDWroqUXbDyam8oi45UlERvhG3MCnTOoltl++r2SDqh+XqGvrhqkgL0rLvAcCypycqgrg5udTMC76p7xf3/RPjnKjkYSMesSU5bSMpZHMhFRVAmkfdzIi2YKvvaWUCikqlPuZZUnGSZd4WxUxLFYVyfNJXK2w3ysYIV+S9bEqOr1kVDOxgBx0uJUPahkEoKlGSQ2pyQiNoTswP9U2qxNQtpahkkM/XVzmcCcyKOx3EeQ/wf9Cm4JtBU0P4OQiFNzWqnz/CJ+o4ySKV8SXiiotU38nAp34PgMnfQ+MZSQQycJF1eFptOqmpN+L4iQ5MYjydlrtNOxKRi3IbfFm/YuYRAPzJvwJ9GwAAx5BDnDDpXpQ2MoVhxUOTgd8OTI3qO01OVFpIBqlMBrTg79rFYmiJ8BBJy9BP3X7/itLhCcNjPUI/gnyRArJp/8RpJxRRYa+N0yl4Xg1UH1mbZQKTKVZVWIR+JFEJjJGSBd/UNnKVJp4fQ0HxP8UcS6o0Tn5CC3tWJD+RNlAe7vdSoxoZV1W5iZTq/+BHT4jQoULsZnQooQD3ny0iIxgcT4Py8TyMNll3ppDyCZr6m28haUwpRMV1ihWVOLLIF3xCVQ8v1kzQHK1oZjh+sSsBu0m+PAODkrBd5Hks3koNa4uzk/BDKIVUEoQvNrY6aZUCnyDbyRRS4yNSycjAhcdJh50ZQ4FnA2XhyJ17gqSRUiZx1436igpJySyD6b0Ci4HT/xQAK+A2rHhlRIZRG1L8fr6YUBce98pEsmOasdjmJATgngulMJ5ohwjHJJCWikrdQr88symGLLwC93/MJPV3OkT8+jBWelTetp0SZeQDEH2WIGlQJUQw44VXKTSWmmLfpVQ/XD8ckVWKkE3nhxHhpC4ygUxG+F6YSmPH2GeP0oxm0I1USsu2LHmUipUe1ci4pZApEboC/L4knABYeX/8zKoODyd2HZjEaCoHKjYM1EVOpLcHlEM74adlp9Ksjz1KEI0oxJRHDlxSkL8pahSVeYSSiorpNoPmhiAPyKiZDw7isQgKdsx/jO8qp5X9o61ysnYm+5VdpaPtfFPcrJeFK3eTLchoJj4nEpVScwIZ5HJi9zdN6ikgCVMvGeHKiW6adYiHyQm/JkcWDiwe7orRFPI5fzGMxOLwCFtQvMy4EtpxZGjH4oW2IvCPG6gbUeGLRZTkaqNWlINlI8/Tri2lDk0Yj4qlZAwVwpberwROIjvIJCbTPPQjCpEpu/xszs8Iqqi6aW2c8v1Pwvcis1vSkqhMq6gAoLydtkJ2c3Bgxf1wnWZU5f4PW3wGkgGtRTgvLjJ4JjGezoPmfQMy5USlkB5XQj8OIgnfpJ1Oi/4IHEXAf48AYOeYymbMtPMJvNhVlBhFxWAeQeyas6pSwEIrBX7KciEzCcLL3Wvx6jKgfKdqp4fh5UVoJQIa8dWMiUkm32fhyLBJgqSRmgqY+PiiHCNZ5HKqojINCWjrAwAsIqMYTuXk7m8MLSjwbI/MxLAmz7sxXxXJ8B1lntqIR12ZbovMOIgIg6nKgiPIQxZUZP2FCJHMCI6/KaL1DP0A8PjndrKMqBQoQdQNb6ZtIWl4aohgpm2M+n6ZbFrJ+lEUlTgy2hiJTUdmxXuSNDIZTkypg5hrS4Ujjiy8fBWeEU4QorkxeEqavZPwfU7CR5OjNmJcrbCivvdDkE+P2DM3qUpPzzjG0zm/ArMTlRsDLzOhqD423IRP4gvpcf6ZAyE0JyJTqd28ICoErjHTzhPIc04URcWkJxs0OcSu0spNwlOk6phrg4rddNY/r8eypycqVsKX6bNpRkgy1A/9tJMUshmRueFoWSzpDHt+gRLEIhEtm05TVKaTxEX5dyRZRpOSfZRzuYqkeGWycODExGKYKUqBFWXrWVaGbyyWkOTBP1TOqtdGRZAi5OApNTfqQVQov5aVnZTXCRWOiPjkQRp+Kx2/MO37cWWNpJHN6eqHX4QsI9O1y1aR1d5TIT9ZPfQjyQ/JoKDUPJmu/bZSDj+XEaqhI0lAK9LIChKskCni+sRIKHLEmoUZO+63Yzydl+PcicSkfwjZlFJc0UEs4WftgYf68iUIn9jAuAVfUZkuXb1RMCvudBCKiuJRqdtEZWBQI1gxf7IWErc/WYtFyicqWqpiufdUJslsxldOqGKMFYpFhrpweFpkAhmk5STusMMPRTYdMshru+VpFiEuwcdJFlNTKVAl+8gTh/plklISz1JX+hISJI1c1g9ZJSI2KG8Hsv4JvZq6xH0jUWRlwS673ooKyYJqakUdFgv+ue08J5DTZb7INor+yClZLLMoDKaEB7MZ4aUSREWQ2ayi3kwfplFVGvF954VBV6mLpb3nNERFFJ9rRwrZrB8+jPIxbhHKzmiCnwrNPp8gRr5HJYxpuSxE6AcTWukBx43KjUGMplHI+X0Zizgy1OfmkvwzF6d5U4uHq3j1Z69Oat5M0BytaGaI4+UVRcUQFYNmh1QzyBQKOV9FiDkWiKvvnICQk6fwE8DfVWYQkR6QdpJCRt1t8kncJQXkpybk/epuOUayfmVaOv2CgWg7KNiiSKdGQXO+qVekG1vZpPzMajvYwuUvMjHXljtempuSpcVLKSpR5GTWEqlkvJwNXEVRKcyy6us0IPJIAkFUQioqSn+IUIaleHqqRkSQ2bTmH1IJdRwZeIrxNayi0kqmNB8K870ooRhFpZn2s6thKKHSUAexhO/tEMRfy0ySn8E/lHBWoUP+G3SIh/zUGIiiqIhz6VqISlS4isp9aU5ugt9vF52rRW1BVIRx2Zhp5w/sYo+KISoGTQ/F9Ogpk7Uap4/yRQoAnBAeFXFGTAeZQD7jEwQ1M0YlApG4n11CVMk5Ymt1G1SvwLRExbJkES1VOclZEVnZ1c1NwBOLHnFhi/aRDPJZpa6Ga0vSZhdSvl9HzYASCgJRQj/1OutLkoCs72eo066WcJNw1KuWqPgEUxg2w9RfKQvF8+KHALnypxhRq1E/1NCPSlhjET2cJEI/054arbxngqSRz/n+p3g0Kg3ZgqhoPhqF4IijCuzZEF03LlOlC+lxWJT1SyTqh36YUZj3JWH9Rfk4dhQFLRj6oXz8OV6aP8cypyfPG5QK/TSJHGZgUBbKxComrVyAqLTCJypulYpKPssVFerA5YQkTjLIZ/ysn3gshgIn+jY/oycXUFRUCT5fYpdXCh4/WNHOjEqPiuXGJCGJISPTpIkTBYmKDKO0vD/HQz92JM77Qs3YKK2oiMrUoSq4zgSaR6WOWT+AJGgtxF+UQmXuqPNhLRbeiP/dSBJJbRaWUPwdBTlGQhAqxUzrBRUV5T0FQc6H+ezKWTg++WGEyuMkwM4poR+h+iieGKHIWbPpL0LgOazPrPSIvNuNxpS+9FOvLYsVcqRSQZvkn7kEOeOKikvZ56P1CjvOAGbFnQ78yzOhH4N5BT5ptSItsxRgRWBbRKZothFufKU2opEQk6dUVCalYpGBK4kK85sIb4iDlogtD/WL5Fh2SS64YBD/vJKwZ8YQ3o5IfgKEF3ZzIzEtw0IsJpYTDeywxYFyLLxg8dPRW6DWwFAUFSUcI862qV8dFcWjIoyXpD5VcC1O0FogiEoI7wegeVQgC+DNRlERpCLjq2DBOirIKJ4dOwSp8M9w8gqliUoCftYSKlVllu8pvDRp5BVDdiJiwxMmVB5WyVOuGgJa6IdQEVqcHdGl/PfrcvIPAFGVqJC0VBotl40poaBFRKiPWkWeJMLHX8Rjr/UoMenJ8wZy8lAUFZP1Y9DskIbCKVmYi/C0W0lU+OIcejctF/yMQlQiiHCzahwZOYln4SIesUF5iCfGTXw5ThDEDhUAnLy/ywtDVISxsQMTsDhRsd2YVIoSyIAKohJRJ/AMctKvw9UlvsgI0gYATqRE6AdZX1FpgEel3jVbxMLlE5WZKyqz8uxEfI+Hw8eILLjHSUWU5KQXI08tuCEVlYQS9mTjzpLjjpFBHroKQ7QiavhQ9XzZgCQBE/r9gNzoRhSPU5jCepXbwoiYIP8AI+oqIRdVlkU2n1DQRLi3lKJCpKLibxzMWT/zBSXSNk3ox6DpITwgimJh8YlILIgi3DFt6XqBiL8AUFlHxUW0RdRLyWiVaVuijm9eLIhFiBsNOUEA/LoNoeqoANK8u4AoWUvRhPKZM6CSwEQDu2Hfo8Kyj2JaXwCA4xSHfuIkC4t7WGYl3VeCWkeFL2qo07UEQUsQP6U2nEeFV88lWcVzMQuFQPFcRASZFePAVccIIwGhCJVsY04epSAzcRSVpiqPjaLECLWO2lFYln+eT0Qh3NL/oYUO2fhxZvmdilBmB9j4z1J2UrNayVcWcnR1otKibk6CREWOPxH6mUU2V41hVtzpwGPsKprFYGRgUBauX45dnucjQhp8QmslVRopFWVCKCpZ6iDOs2riyMAToRXuRREhhpjnn+MScy1WltziEyPfiYaqTKu0o4tM+B83Gtd8BGIHbrsx/cA1UauDuMykKvpCkDZqyWJdAOSil4BymFvd0pMbp6hAKiq+zF9t1o9UCGbTH4TA4xkpkbyvSERdS/Y9AFgFscCGCP2IjDL4ad4yPVlROMRiTkLUENLGPifpQoGQtVI8lajoikqM+NaB2XqchHm9E+x6WbhaRlML0vKkcouvX+J32Er8fizaFAT8mCzrpznWuuZoRTPDLq4vYUI/Bk0Px5+sRdqtrJXCFwAR+skpZ9tUhGJ89JTMh1iLH/rxlIqwiYgNy9VDK6rR0OOTqOspPokw7eALQxd8RSUWjSqEJA3b40RFCf20kKmiRUb0hT6BK20I7DKBOoZ+RNYF8eBQYYas17WEmdZX1UIRFRmeysISisosF14qxoESlog5Nsvw4tVSnbxoZwhSrZyZRJWTw+MRWz7GjkSoQlFRxr44CFAQnCAJyJVQVFSP42yJLuHKZgdRUv4jtqZ4Wnz8iDCmJRUV4QMqUgB0nAAAL4lJREFU/r6Fn0WQqrrV8JkBzIo7HUoMKrtJWKaBQVkoxkwrWBqeT9ZaxkcooqJmU7DJjNp+ifoIKQC80qk0qwayauRuGX7dhojnqxnhQlBs0ejkE3WGukhEXV9RIRnY/DO7bkzZYfuHuMmQriBS8BcZrQ1CUSE+UbHqlvXjKwhRyrOW6mzclYoKis2VlV4XJX4W1KzSkwGZkRLlGSk5aheNEdfzieS0i6dMQfbDntJMy1XFCMnJ0FWYqsxqRo14T8Lfy/d8CaLlKIoKDx0qRMWZ7fgRiiJ8BSquhDGjJCfTlsWZQyjK8ipWpiwR5lTGRLNED5qjFc2MgNGqQEnTlBU2MCgLbecr4tU8jMknWBHOCO9R8XeVItuGZdX4hkg/u4cbCoVigcBuGfDJFK1SUYkI6ZsTFeGHUVKeXYgdZUwzxIrdsCQqRYqKpdeXCEzewCwri1aCsmBGqPAV1de4m4DvUQmTGq5m/fjm4ln2hyAWSnhQjAOhukU9US3Vnj4coRA+ccCeKHwm62JBISphiIOSUSPCKmJskIBqqIV+nOLQTyhiFKItXUR4VHjoR/lubJFhFFBRfV9aJY8K+3zsnKnmWOvqRlS++MUv4swzz0QikUBnZ2fJ5+zfvx8XXXQREokEFi1ahBtuuAF5ntveNAgQFQpDVAzmAaT8nYMNNiG7gUlLLL4FWt05Ly2KB8RyYoAdAeVF0OJ5Zoj0rAgzGgaIQJb6iopcNKhYLMN6VHjoR0zUcNGiFJFrw5Q0LtoKUYmQAhwvEPpxxWdSyqKrpM1ii0oU/rxUt3CMMtdE+GJh101REaoa+1680Fk/ShZUNQt9BYgquS0qmQ16PPj3EyrDSDHhRguBjDKRgou8T+DDZOG4vv/D8sTYL21Oz1G7hKKiHso5W0WFE3U19KMQlRiycCRRiWptVNPRi37z/POI4qZHhUclm83ikksuwTXXXFPy8UKhgIsuugjZbBa//e1vcffdd+Ouu+7CzTffXK8mzQwBouIZomIwH6AYCl0er5a7Kz75i3BG2LRgMUFGSU56NpxIhBkiXSF/s4WBOqX9MPpus5SiEl7ZEWbanMwwYm3oVEy2kWhMSuKAv5j4RKVYUdH6wtYnb6COBd8IkVVOo0QYPetLVERIIpT3A9A8FzYRWSyzNIdG9N2+5pkKKFo0TCqx7UriHOMGV8uOsFopkqjkYHNFKFT7lcMYHUlwdKLSpqmGgoy7/HVK6Ge2CpQIfSLgUVGM3+K7cQO/Q+lJKrU5Cfgxj4r05L/5m7/Bf/tv/w0nn3xyyccffPBBPP/88/jud7+LU089FRdeeCH+7u/+DnfccQey2WzJ18wJjKJiMB+heCvkpCUVFX3yD1VCHNBCPB2ckNiCBHBzZgdh95cjAuoiJKRmLfwQytAp0jN9P0xCKRDWoWUDxbRQgJDniZzA9UVG9dCwD1i8qLj1Ig8AvEBYYLb+j7KQC6jvRwg1BrhCECEFeZcThlxWACkaIwphtfUwZdjiciKTSKg0QX9WlOThohpFhacgkwLiREl9Vx5rIyU8KmKMKx6nUFWgK0EqioKouDz1WicjAGBHdEXFr51U4hDKQIYrhWXO+tm+fTtOPvlk9Pb2yvu2bt2KZDKJ3bt3z1WzikEIPOVsDwoCuw6VIg0MaoqAHA3wolCAnJB8ghCuIizsiNzRigXfjfLJTagZnDzISc8J7pZ9RYXwib6FCMIUsh2cMIk2ZOFqNVtEGwqUsGwgywblIRzRDsstLdsXqKWf4Fwi669uigog2ymvVa/QjziAjpPYfJi0X6BkXalZZ7E4wbo+Cpnli29ceDxC9gcNKHnye1S+T0HSnFBExQ8niff0SbpePE87PTmw+BcogRsmvFmxLWyct8v0ZD30ox8HoSsqonBpySwvRx/rHkjTmGnr94ubBv39/RpJASD/7u/vL/u6TCaDTMZnp8lksj4NVECJLaswUhDYTcIyDQzKokS2iit2V46+SIVWVAgBdVtAMn5FTDFZE6XOBLuGTlQEGVGrdlqK0sHvCFcuXlF2ADZRt0YDBa+g1JcAW7hINifJjRVon7pga2QpQBwKtD6HBPrX06fkuplpS8j84RSVEsRttuZQQRZ5RopHHOZvgq+6CYSqeQIwdSHtL8y+ouK/n/jOQ1WKVcaqGF9WgASIcJ1e8K1EP8/2OxWHivLryWrPihdLwA0oKgKlz/oJkKr5mp584403ghBS8d+LL75Yr7YCAG699VZ0dHTIf8uXL6/r9QA9Luo1UbU+A4OyCExMAOBE+IQcmJCYohJy8gyQhAifCEngfrnAuDoZySuhFaGoyNeE3ZkXERVWs6UUgYlHdAleQPp1Au0rMtMG2lTvyZsGiEC9Qz8CoQ3VpRSVMCdvV0Lgu1FVJSvwWFgjMwmM/6A/S3ssDFEhBAVHf0/HLT3GKykqoUNsleAmtD8lIQ8Qf48SRCM6mRIo+Zsvpag0iZm2ql/B9ddfjyuuuKLic9asWRPqvfr6+vDkk09q9w0MDMjHyuGmm27CddddJ/9OJpN1JyuU+N1kQj8G8wIlJq2Y3AEGd3khvSEAO0rer7PGKsIC8pwdAT8tUp/c5cm4UHws4r3DHm5XVlGJB+73FZWihSugqAgUpSfbwcm7zrUlgqGfBioqocZAie9o1p6LwBhRyWGRohJyjAS/bxneIQSeHZVnRAGAE5JoUScO5JWjFmS6f0CtoI4cd6UVlVmuH0VERa+jIlCq8JzfjhKKSmDsNVMJ/apGWE9PD3p6empy4c2bN+OLX/wiBgcHsWjRIgDAtm3b0N7ejhNPPLHs66LRKKLRaNnH6wFqBTwqTRK3MzAoi8BEnYPtl4YvUlSqICqBSTIS5ZNj4H65wAQmSM2sGiAJoWX9AFHJUBftUQcIpH1m+MGIpa4ljZBF7bNLpicLeLDgOnWcvO25Iirhw3+e5coigkAN0m0D3wGs4kMh5eVDkqIgcVaVGWpH5BlAAOCEDifFwW0o7E8x9p0Sv6dACr5A6BBbJURKEBXXBgLKUK6EqVdtYzFRCdYMa56sn7p5VPbv34/h4WHs378fhUIBO3fuBACsXbsWra2teM973oMTTzwRH/nIR3Dbbbehv78fn//853Httdc2nIhMC2WyYkRlDttiYBAGlgNKLHkei5YyGZy0aHiiIlKUBaKSqAQUi0jp+zVSFJT1w+7MXZ2o5OCgNWoDgVBSVtnZksBu0y4jiRepS8EQCSy49dyozFXoJ6yiAh6aUYjKrBWVwBihatsCikRYMksC36s8PgLg5EE50DJs6CpAxh23tP9DD/0UK3Kz9ji5xaFPdo6RCwoCAt9v5RdXDIxzWqJujl1Mypslw7VuROXmm2/G3XffLf8+7bTTAACPPPIIzj33XNi2jZ/97Ge45pprsHnzZrS0tOCjH/0o/vZv/7ZeTZoxVI8KBYyiYtD8IATUjoHk/bRbqS6UlP3DelT0yToa45N00SRehghYrm+YDYZ+ZqioZOEgEXFk/QxRcTRbQVFx3dKhH203DLB+JA4Ir53B4vb1m7yDfTDbk3bLopSZNuS1VA9JnlpwZ5meHCSsWh/YMyWzOnlwI6pKo7+nG5KoBFWaSKS8oiIJgq1vGGqiqARDnMJMSwioEwXJ+9lH0TKhn9KKiv49EouEM7c3AHUjKnfddRfuuuuuis9ZuXIl7r///no1oXZQvkDGMuewLQYGYeHGAUlUigutCYQ+kA4oIiRxoX66QY+KnropocrLM1ZUEtrOUaYnEwLqJkCyomKt6hUI7rBLty9PbbQEFl5qOyB5QVRqsCOugKBvp26KSinvRFhFRWljTRbegMdDq2viBPsjJCkq+r79sRb0vYRVVKwAUZGp+YH2F+BohmtqRUAKflHDWY+fQDv0AnlxQBIVxRhewotVpKAFwpwgdSLJM4BZcsOAGEXFYB5CCXdo8eoS/oSZhH4y1EU8qh/uJ+DI0E/A1GuV39mGPgPFsjRVJUsdVkIf+q63oqIiQz8ldsPBOheWvjDXM+uHOEGPSr1CPzP0qAAa2fRq0R+BMaK1LfC9hSZuVRAVN0zWD3SDbo7aiIosukD7qa2n2VNFFaqNoqIrip4V8a+nfLY8VcayXewVmy70gyZa55qnJc0M5Qv0YKFJUssNDCqCKDu9PLXRIsy0RYtzFZOnRgQcdMb5byMQjpFEJbDb1MyQgcmzqjRXhTBl4co0SnUxYQSGX88NEpUKoZ9gKCPw+2+kolK34nIzzfqB3sbaKCpBMlIh9BNQWMoi8H1HlNAP0RZzC5GwoStFNcxVUOuKsmeC/VVjRUV9f41MVTDTUmLLWjUSATMtMYrKPIOW9QPYJvZjMA8QnLR8j0pxqmJ4RUVRMuCgq0Wv8CoQj/O/A5M41RSVmYc5SKAdEq56v4v2uCBnQc9C6ayfIo8KECAq9a0tQQJ9UrdrBXbPVZFVpY2hDzOs+H4Vsr9mHPop830HrldQQ6LTQfs9qaHUabLX1P6ipOZ1VNQxo5qIdaIS/B2W+MzB1G/SPOtc87SkiUE0M23zpGwZGFREIPSTkGEQffLPw6pistaJwIIyRCURTxS1AZhGUQkpwQMoIkx+++La/fEyO8qY8Bdw07FAyUJYysLDsn4aZ6adddXXcghmo4Qt+Aa9jYVaKEzlUseBmY+RwLiLakTF/+yhT+wGAmPLZbV7gGJFJUC4gwrUrPvLsrVwUp4ofeKqY7l8HRXVzuC/b6DdJvQzz6D8MClgCr4ZzA84+qSVqKCohCYqCkHIURs9bcJMq4d+WlsSRW0AAv6A4AJVzaIcbZM3ly7s8O8PLCYydq/cn6EOWmPKb1oNBajGRNFmW90R1yDUUQnBrJ8GhX5Cn/UDfQdflRJTDsHUcae86hbasxNQVGIx5W/NM6Jk6EzbTj3s2RYrHVbU6sAAGkmoSWVa6F6snEpUAr95P9wbbGOJzxwYeyb0M89AAuaxZsktNzCoCCeoqIiCb4HdNLHDj2llgrTcmL+rDCgqLYmWkvdXyugIXc8C0AjT29YuLnl/BqUzjHKiki2HGiIrVfyu5gpCJRRVpm1M6KeaEI5G3GqiqOhjJBKtoKiEJbMBBSEei5Z8bKaKSo4qRCXQ/qDqo/pqauJRATTSVCClzccamQp6e0oRvsDYM4rKPIMqV7OsH0NUDOYBtNCPoqhYllYLg5aSgctBMbEuWdiuXMufOD1K0N1W2qNSQHmjZFXGUaUdvV1qO1QzrUqKdL9OW0x9TM+UKKodYQU9KvWsTBsgb9WEw2ZxHa+UubIMgsQttL+pHCqGaWYa+gl4pmLKNbT2z0xR0cZQMHvNLa+oMPNxDcaP0hbts6mKCrVZ2n7gfgCgpEQ/FtVRMYrK/ELA9R/2B21gMKcIZP3ElfCOdvhd2DN2AG2C1OpKBLKBVnSXVlQKqpwcmOCjkcAEXwlqlpFqLlRuv+uEpSWvlVN3mtANiHlUlsRrYh6thMBOt34F34Jn6FRxnVpnQQUWUV1RmWEWlGqYpQSJWGmCXNI8XQ4B/5Mf+gkoKsEQSq0VKED7vZ170gqljfpYltcK1ucpRfiC7TaKyvxC8CCseprpDAxqhsDirBFsdZdXTSy6LEHwJ2s3Gi9baEoz/hVVCK2CqCgeFb1NfjuW9ywoeX8WDjoSZRSVUlNiI0M/jUpPtmxQqEXJqriOag6lNaijEhgj2hEqMx0jgYw36dUAtDBIVVWZA+/pkwBWEVm+fbCNRQpUDcin4glb07fQv1/py4yqXhICTzGNl/T6BMZA2JOqGwFDVEJATZuklJjQj8H8QCCdUgUJhDtCQyUFZUiLHVF2mIRok6fmQwksQpEZelTCkCeNtFEb7eoOW/OolJjAtR0xaShRidSLqBCiXasqRUUtoV+NEbscijLGVOOrPiaiYQ9ADPizFrYGz/ph0IqiTdtOf2wtUQ3cgDa+7CI/iG6mnXWoDAiM7VjJ+3PBsay0q2QIrcijYojKvAIJ1FEwRMVgXkCZwDrb9MMEgymToVGOCKj3BzMMlL9PXd3r3x8IP0SqCv20lr5drh1KGGxRp6LGANMrKgEzfU08BuWgXCtf5wwj7fC/WYR+al3wratVIZ6BMRL6wNpAOE9mpwFFnpGZKCqLVF8UoBtqg+E6Wyd2oUNNlaCGXVWPjzL+1y/vCbTRfx4tpaIG06pN6GeeQaujYoiKwTyBMrGuX96tP6ZN1rUI/VQgKko73nGMQlSKapvMVFEpp6KoE7h/uyWu7+CDi1oR5ij0U2/1RiWrtJoxUGszbWC8nLRCGasz9TEp33c0FtfJiPK5q/OoVBrjKgkIFnybITGq2BZl/DulzbQrF3VqL1FVVK8UUTGhn3kObUdF4DQR0zQwKAtlYorHE2UfK6kilENM2UmqE1tAvtev5U+eeh2VoKIScrcMlPeoaERKmcA11SWo+OjmyiI0NPRTY7Wi4rUUVa0an1LAHBqddegnWO6+vJk2GnaMKApHooiYBuqozKAybdGJz8oYX7owoLYE6vDUPvQTLX1/8HRyrSJvmPRkQ1TmF4yiYjAf4ZSftFRJPehfqYhYp387N+Xf1sp6U/015SbVgKyfiFUgO0G0KLJ2u5Ldo10rbGjKf15fpx4iA1AU+qlrerJyrZqco1MBwWyU0NAUFVIDRSVIJMofXBmPzeCsn6Kxrxes04y2Fd8znGp45nF9geupoZ8afacqIdfGeYXfvBr6KWmm1eeBZlJU6uTUeoshQFTqOlEZGNQKlSZrZQGYylfxnoQA8S5gagToWuXfr6qMNEBUNGm6dClzAOju0KvbVsSyM4C2xUDnCiChZD1ovhlVUVEXmcCuXPn7vPXLiq8VCHXUNz05mMpaz5otinpTjaJiqf1RxTlRZd8v8Hqn/LiNR0MSFY2kl/++C6ii2GEFRUX9Wx7IWeL6Xq2OYHHLjGetjcHfvP93EZkCiozLVhOdaWeIShgoPyQKAsuU0DeYD3AqTFrKAvDeU1agKlzwv4CXfgG88y9KP049/e9yvpHArnR5d0Ayr4RYB/CZ59gmQv09xpRsjKjyfmrop4LZd1FHCUWlHnUwyiFg3K9JmKAcAqXdQyPo8aiF56LM+weJyqJSilcpVCDE6ntWpSaWG8fANOql3l9FBQVnAvXzRUsXXqykqJywdCGKEAj9WE1UQt8QlTAo8qgYomIwD1BRUfEfW7+sxKRVCadcyv6VQ1AyLrdDDmZ0VONRAYp2gACAjuX+bU1pCaeoFPUToP/+ab1L6AdCP/Uq+AZo/ZetJkW9yFxc4/mQlK7344FgUVjVTSUVVnlz69rezvDtqkgCKowhZ4Yhtkoo5Pzb8U7lWupvrcI4D/YJUHwooVFU5hkUZmk8KgbzBhUnLZUw1LhMu1co3w7tdmBCr6boWDmoREX1rqgx/eB1tLh+5YqdBZCGhWMKsODWMxVaWVAXticqPDH4OqWN1KqNQlD2WkqtF9sNXxVcUzwCoUjlPRe0VxFu1MiPXf6xaTwxNUGHMrbVMauRqSBBK32MgH9fIOsn7AGQDUDztKSZYTwqBvMRlUiBSlxqRVRO/1Pgqf8DnPEx/X7Vg6AZJQPyeS0WvEgCuOJ+Fn5qVQy3KlEpIlLTKSp6Jk5dF+bAterrh/E/99tWL6ridTOswTMTKN8NKaUClINKHIKhSO34iGreswKZq/hb0z09NcHJfwy8+iiwYrN+f0gfTcnffIDA28ZMO89g6YqKKaFvMC9QMQNgGhl4JviDvwNOvgRYdZZ+P1EWM5Ug1UJBKYVV7yy+T/38tILiU4qoBFKG64oACahverL/udb2dVR4YvnX1WzhLXst5fuohiCqi2xFYlrF2C+nXACVx5Ay5imp0ffpxoCLv13ifuU3Hw0UNrSnC/0EzbSGqMwvaEQFxkxrMD+gTlqRgMQ908m6EuKdwOqzSzyg/F5muvDMFuq1giZBbZEpVUJfD8fUFbaeCh06dXYmmPGC7X+Hqxe1VXhiDaC2MaiMhEWRoqIu2DNcjDsC2WEV0u7V/jrvhCUzu15YaDWFAsbj6b7vosMUm4ceNE9LmhnKxGYKvhnMGySUCp+Vdle19qgEoSoYzfDbiQYn8GkUFS0cU2dypZ6jQ220xuo4Rc/0BG3ldSu7q1BiKoKgyEsSuFZR2ntYFHk1Zhj6AYAP/W/gwBPASR/S71cJT4XrtcYD4c5aQ60vFCzCqI7zUt93QO2xm+G3ytE8LWlmBAu+GY+KwXxAq+I7KASKpcxmsq4W9X7/sHj3XwPxBcCma/T7pw39qJk49Q51zNFJzVWd9TPD11VEGRKiLqjBkF1oBObr2ZD0ky8G3vvlYhKgLvJBb4jWX3VecuPKieFdq/XHpvNiEQKq/Fbdag4JrTOMohIGVlBRMUTFYB5AnYT7TtYfmy4DoJbYeAWw+8fA2j+o73Wmw9l/CZx1fXHIaVpJXPWN1FtR8afkuh8KN1OfUj2ISqQVyE4U369+VzMN/cSCBwjOUEmqBM2HVT7rp26+LPn+FnDVL4HkG8Ci4/XHwvzmLQfwWOqzY0I/8wzaj9GkJxvMI1z7O2ByEOg9Ub+/kZPnmnOATz7OqsjONUr5YirV3Ajc97Y1VWTHzATK97KimgJ4s7xWdaEf9dTlGo2dC28DfvJJYMvflH9OtUTlQ/8bePwbwEV/r99fj7CnGpYKkjfNl9UAg+rytwF4W/H9YQia7QBcfG2m05MNUQmDgEfFNmZag/mCnuPYvyDqYaathEUn1P8aM8V0krjSP4uqqTcyEyjXqvuOdqZERe2vWi28p10OrLuQHc9QDtUSlZMvZv+CqEfGW36q/GON3BRUwnQhTkDrj6qO1qgzDFEJA+NRMXirYbrF+WiCOoEHs6MAfXGpu3SvqhX1Dv3UwqNSw/5ILJj+ObWAVh25RkRFlLEvlX48036uNdS2RUoTbqJ8nycs6axzg8LDEJUwMB4Vg7caGlHPZL5AJW1BPwMQCHU0Lj257mGCmYZAGmkOrQfqQbTOuh44+BSw/oPTXG8OiYpaT8YtU5FXGQfrl1ZQtxqMo3yGComgomKIisF8h7o4l1IRjiaoi1Ww9gTQWI+Bpqg0sJjaDNOT5yXJVRWOWhVgi3cCV/689GPN0l9q1lSweq6Aph6agm/zC8pgpqaOisFbAeqCHKyxcrRhwTFA1yp2TlCsRF2QRoZ+GkmKZpr90iwL70zRaDWxWfrLiU//HFVZqxWJqwHm4SibAwQUFSOoGMx7VKpgebTBjQH/z9MAaOmsILuRKkcDd7QzXbCdBmex+BerzdtoNVBmWESuGjQ666ccTr0MeOGnwJrzyj9HVfTmsq0BGKISBqpHhZL6HkpmYNAIdCuZQHNJVM78C+C3/wCc9l/nrg1AZa+FVYd03DDXqveOdqYEbM48FzUiFer8nc/U5j0rQcsymkOVItYBXHl/5edoHimjqMwvBBQVA4N5j/bFwMceBFq653byfPfnWZ2VFWfOXRumQyPl8EaqN+oCGiYsINAs5tDZYNnbgDd+B6w+p/7XUr/TZs+wa6RHqgrU7Vf32muv4aqrrsLq1asRj8dxzDHH4JZbbkE2m9We9+yzz+Kss85CLBbD8uXLcdttt9WrSTOHIoE1QCg0MGgMVmwCFh4zt21wosDaLWXTJZsCDQ39KNea6dk2oa+lGqqr6H+NqDSgBs/F32aq30furd17XnI3I+rHbqnde5aD2l9Onc/6mS2so0xRefHFF+F5Hv7xH/8Ra9euxa5du/Dxj38ck5OT+MpXvgIASCaTeM973oMtW7bgm9/8Jp577jl87GMfQ2dnJz7xiU/Uq2nVQ0tPbp4vz8DAoAGYq9DPTEvGh4WrLJruDIlKIxbekz5UfAjgbNGxlP1rBBp5AOhscbSZaS+44AJccMEF8u81a9Zgz549uPPOOyVR+d73vodsNotvf/vbiEQiWL9+PXbu3Inbb7+9aYmKgYHBUQa7gQbDuVJUqiIqDawr81aARk6a3DrQpOnJDR1lY2NjWLDArz64fft2nH322YhEfIa+detW7NmzByMjI41sWmUoX55RVAwMjjI0MvTTSEVl4Vr/dvDE30rQSuib+XBaaP3V5ESlkaS8CjTMTLt371587Wtfk2oKAPT392P1av0o6t7eXvlYV1dxZbxMJoNMxndqJ5PJOrVYgfKFOfU8dt3AwKD50EiDoapQqAW66oHutcAf/wvQvrS6BbTZDaHNBms+KSrNGfqpuiU33ngjCCEV/7344ovaaw4ePIgLLrgAl1xyCT7+8Y/PqsG33norOjo65L/ly5fP6v1CQVFUzli9sP7XMzAwaB406S6zJjjxA8CyjdW9Ru2PXLq27XkrQiWfbhXZVXMBlYg3UeinakXl+uuvxxVXXFHxOWvWrJG3Dx06hPPOOw9nnnkmvvWtb2nP6+vrw8DAgHaf+Luvr6/ke99000247rrr5N/JZLL+ZEX5wmKuyeg2MDiq0MjKtCqaaEdbFs1uDm0WHHchsH87y3BrZqjkpInGX9W/up6eHvT09IR67sGDB3Heeedh48aN+M53vgMrYLzavHkzPve5zyGXy8F12YDftm0b1q1bVzLsAwDRaBTRaBXx1FqgSb88AwODBqCRHhUNTRwmePfngRf+A3jbn811S+YHLv0X9n+zEzt1fWuita5uLTl48CDOPfdcrFixAl/5yldw+PBh9Pf3o7+/Xz7nwx/+MCKRCK666irs3r0bP/jBD/DVr35VU0yaAtouqoknDwMDg9pjrkqgN7Px8uwbgD//FTuMz2B62G7zkxRAJyfzOfQTFtu2bcPevXuxd+9eLFu2THuM8rS7jo4OPPjgg7j22muxceNGdHd34+abb26u1GRAn5yaefIwMDCoPdSNit3I0K+ZawwaDWXMNZEfq26/uiuuuGJaLwsAbNiwAb/+9a/r1YzaQKvWZyYPA4OjCnYDC76p8PKNu5aBQRBNlN3VPEGoZobVnHE7AwODBmCuQj+5VOOuZWAAQDskpolCP2bVDQPjUTEwOHqhEpVGkofW3sZdy8AA0KshN1H0wBCVMDAeFQODoxfqb75zZf2v98f/B1i+Cbjo7+t/LQMDDc157K4pChIGTXqipIGBQYPwZw8BB3cAx22t/7VO/EP2z8Cg0aj3+VIzhCEqYaDF6oyiYmBw1GHZGeyfgcFbGU26EW/OVjUbTME3AwMDA4O3OpzYXLegJMyqGwbGo2JgYGBg8FZHkxalM0QlDIxHxcDAwMDgrY5V75rrFpSE8aiEgfGoGBgYGBi81XHSxQBI9Sdq1xmGqIRBI6tRGhgYGBgYzAUsC9hwyVy3oggmjhEGJtxjYGBgYGAwJzArcBgYRcXAwMDAwGBOYIhKGGgeleYsiGNgYGBgYPBWhCEqYaAqKk1auc/AwMDAwOCtCENUwoAYRcXAwMDAwGAuYIhKGDTRcdcGBgYGBgZHEwxRCQO1Gq0J/RgYGBgYGDQMhqgYGBgYGBgYNC0MUakaRlExMDAwMDBoFAxRMTAwMDAwMGhaGKJSLYxHxcDAwMDAoGEwRKVqGKJiYGBgYGDQKBiiUi2MomJgYGBgYNAwGKJSNQxRMTAwMDAwaBQMUTEwMDAwMDBoWhiiUi1M6MfAwMDAwKBhMESlWqgHFBoYGBgYGBjUFYaoVAtDVAwMDAwMDBoGQ1Sqxap3zXULDAwMDAwMjhoYeSAsPrUD2PcYsOHSuW6JgYGBgYHBUQNDVMKiey37Z2BgYGBgYNAwmNCPgYGBgYGBQdPCEBUDAwMDAwODpkVdicoHPvABrFixArFYDIsXL8ZHPvIRHDp0SHvOs88+i7POOguxWAzLly/HbbfdVs8mGRgYGBgYGMwj1JWonHfeefjhD3+IPXv24Ec/+hFeeeUVXHzxxfLxZDKJ97znPVi5ciV27NiBL3/5y/jCF76Ab33rW/VsloGBgYGBgcE8AaG0caVWf/rTn+KDH/wgMpkMXNfFnXfeic997nPo7+9HJBIBANx4442477778OKLL4Z6z2QyiY6ODoyNjaG9vb2ezTcwMDAwMDBoMBrmURkeHsb3vvc9nHnmmXBdFwCwfft2nH322ZKkAMDWrVuxZ88ejIyMlHyfTCaDZDKp/TMwMDAwMDB4a6LuROWzn/0sWlpasHDhQuzfvx8/+clP5GP9/f3o7e3Vni/+7u/vL/l+t956Kzo6OuS/5cuX16/xBgYGBgYGBnOKqonKjTfeCEJIxX9q2OaGG27A008/jQcffBC2beNP//RPMZto00033YSxsTH578CBAzN+LwMDAwMDA4PmRtUF366//npcccUVFZ+zZs0aebu7uxvd3d047rjjcMIJJ2D58uV4/PHHsXnzZvT19WFgYEB7rfi7r6+v5HtHo1FEo9Fqm21gYGBgYGAwD1E1Uenp6UFPT8+MLuZ5HgDmMwGAzZs343Of+xxyuZz0rWzbtg3r1q1DV1fXjK5hYGBgYGBg8NZB3TwqTzzxBL7+9a9j586deP311/Hwww/jsssuwzHHHIPNmzcDAD784Q8jEongqquuwu7du/GDH/wAX/3qV3HdddfVq1kGBgYGBgYG8wh1IyqJRAI//vGPcf7552PdunW46qqrsGHDBjz22GMydNPR0YEHH3wQ+/btw8aNG3H99dfj5ptvxic+8Yl6NcvAwMDAwMBgHqGhdVTqAVNHxcDAwMDA4K2LeX96suBZpp6KgYGBgYHB/ENbWxsIIWUfn/dEZXx8HABMPRUDAwMDA4N5iOkiIvM+9ON5Hg4dOjQtI5sJkskkli9fjgMHDpiwUh1h+rkxMP3cGJh+bgxMPzcO9e7rt7yiYlkWli1bVtdrtLe3mx9CA2D6uTEw/dwYmH5uDEw/Nw5z1dcNO+vHwMDAwMDAwKBaGKJiYGBgYGBg0LQwRKUCotEobrnlFlOyv84w/dwYmH5uDEw/NwamnxuHue7reW+mNTAwMDAwMHjrwigqBgYGBgYGBk0LQ1QMDAwMDAwMmhaGqBgYGBgYGBg0LQxRMTAwMDAwMGhaGKJSBnfccQdWrVqFWCyGTZs24cknn5zrJjU1fvWrX+H9738/lixZAkII7rvvPu1xSiluvvlmLF68GPF4HFu2bMHLL7+sPWd4eBiXX3452tvb0dnZiauuugoTExPac5599lmcddZZiMViWL58OW677bZ6f7Smwa233oq3ve1taGtrw6JFi/DBD34Qe/bs0Z6TTqdx7bXXYuHChWhtbcWHPvQhDAwMaM/Zv38/LrroIiQSCSxatAg33HAD8vm89pxHH30Up59+OqLRKNauXYu77rqr3h+vqXDnnXdiw4YNssDV5s2b8Ytf/EI+bvq5PvjSl74EQgg+85nPyPtMX88eX/jCF0AI0f4df/zx8vGm72NqUIR77rmHRiIR+u1vf5vu3r2bfvzjH6ednZ10YGBgrpvWtLj//vvp5z73OfrjH/+YAqD33nuv9viXvvQl2tHRQe+77z76zDPP0A984AN09erVdGpqSj7nggsuoKeccgp9/PHH6a9//Wu6du1aetlll8nHx8bGaG9vL7388svprl276Pe//30aj8fpP/7jPzbqY84ptm7dSr/zne/QXbt20Z07d9L3vve9dMWKFXRiYkI+5+qrr6bLly+nDz30EP39739P3/GOd9AzzzxTPp7P5+lJJ51Et2zZQp9++ml6//330+7ubnrTTTfJ57z66qs0kUjQ6667jj7//PP0a1/7GrVtmz7wwAMN/bxziZ/+9Kf05z//OX3ppZfonj176F/91V9R13Xprl27KKWmn+uBJ598kq5atYpu2LCBfvrTn5b3m76ePW655Ra6fv16+uabb8p/hw8flo83ex8bolICb3/72+m1114r/y4UCnTJkiX01ltvncNWzR8EiYrnebSvr49++ctflveNjo7SaDRKv//971NKKX3++ecpAPq73/1OPucXv/gFJYTQgwcPUkop/cY3vkG7urpoJpORz/nsZz9L161bV+dP1JwYHBykAOhjjz1GKWV96rou/bd/+zf5nBdeeIECoNu3b6eUMkJpWRbt7++Xz7nzzjtpe3u77Nf//t//O12/fr12rUsvvZRu3bq13h+pqdHV1UX/+Z//2fRzHTA+Pk6PPfZYum3bNnrOOedIomL6uja45ZZb6CmnnFLysfnQxyb0E0A2m8WOHTuwZcsWeZ9lWdiyZQu2b98+hy2bv9i3bx/6+/u1Pu3o6MCmTZtkn27fvh2dnZ0444wz5HO2bNkCy7LwxBNPyOecffbZiEQi8jlbt27Fnj17MDIy0qBP0zwYGxsDACxYsAAAsGPHDuRyOa2fjz/+eKxYsULr55NPPhm9vb3yOVu3bkUymcTu3bvlc9T3EM85Wsd/oVDAPffcg8nJSWzevNn0cx1w7bXX4qKLLirqD9PXtcPLL7+MJUuWYM2aNbj88suxf/9+APOjjw1RCWBoaAiFQkH7QgCgt7cX/f39c9Sq+Q3Rb5X6tL+/H4sWLdIedxwHCxYs0J5T6j3Uaxwt8DwPn/nMZ/DOd74TJ510EgDWB5FIBJ2dndpzg/08XR+We04ymcTU1FQ9Pk5T4rnnnkNrayui0Siuvvpq3HvvvTjxxBNNP9cY99xzD5566inceuutRY+Zvq4NNm3ahLvuugsPPPAA7rzzTuzbtw9nnXUWxsfH50Ufz/vTkw0MjkZce+212LVrF37zm9/MdVPesli3bh127tyJsbEx/Pu//zs++tGP4rHHHpvrZr2lcODAAXz605/Gtm3bEIvF5ro5b1lceOGF8vaGDRuwadMmrFy5Ej/84Q8Rj8fnsGXhYBSVALq7u2HbdpHjeWBgAH19fXPUqvkN0W+V+rSvrw+Dg4Pa4/l8HsPDw9pzSr2Heo2jAZ/61Kfws5/9DI888giWLVsm7+/r60M2m8Xo6Kj2/GA/T9eH5Z7T3t4+Lya1WiESiWDt2rXYuHEjbr31Vpxyyin46le/avq5htixYwcGBwdx+umnw3EcOI6Dxx57DP/wD/8Ax3HQ29tr+roO6OzsxHHHHYe9e/fOi/FsiEoAkUgEGzduxEMPPSTv8zwPDz30EDZv3jyHLZu/WL16Nfr6+rQ+TSaTeOKJJ2Sfbt68GaOjo9ixY4d8zsMPPwzP87Bp0yb5nF/96lfI5XLyOdu2bcO6devQ1dXVoE8zd6CU4lOf+hTuvfdePPzww1i9erX2+MaNG+G6rtbPe/bswf79+7V+fu655zRSuG3bNrS3t+PEE0+Uz1HfQzznaB//nuchk8mYfq4hzj//fDz33HPYuXOn/HfGGWfg8ssvl7dNX9ceExMTeOWVV7B48eL5MZ5nbcd9C+Kee+6h0WiU3nXXXfT555+nn/jEJ2hnZ6fmeDbQMT4+Tp9++mn69NNPUwD09ttvp08//TR9/fXXKaUsPbmzs5P+5Cc/oc8++yz9wz/8w5Lpyaeddhp94okn6G9+8xt67LHHaunJo6OjtLe3l37kIx+hu3btovfccw9NJBJHTXryNddcQzs6Ouijjz6qpRmmUin5nKuvvpquWLGCPvzww/T3v/893bx5M928ebN8XKQZvuc976E7d+6kDzzwAO3p6SmZZnjDDTfQF154gd5xxx1HVSonpZTeeOON9LHHHqP79u2jzz77LL3xxhspIYQ++OCDlFLTz/WEmvVDqenrWuD666+njz76KN23bx/9z//8T7plyxba3d1NBwcHKaXN38eGqJTB1772NbpixQoaiUTo29/+dvr444/PdZOaGo888ggFUPTvox/9KKWUpSj/9V//Ne3t7aXRaJSef/75dM+ePdp7HDlyhF522WW0tbWVtre30yuvvJKOj49rz3nmmWfou971LhqNRunSpUvpl770pUZ9xDlHqf4FQL/zne/I50xNTdFPfvKTtKuriyYSCfpHf/RH9M0339Te57XXXqMXXnghjcfjtLu7m15//fU0l8tpz3nkkUfoqaeeSiORCF2zZo12jaMBH/vYx+jKlStpJBKhPT099Pzzz5ckhVLTz/VEkKiYvp49Lr30Urp48WIaiUTo0qVL6aWXXkr37t0rH2/2PiaUUjp7XcbAwMDAwMDAoPYwHhUDAwMDAwODpoUhKgYGBgYGBgZNC0NUDAwMDAwMDJoWhqgYGBgYGBgYNC0MUTEwMDAwMDBoWhiiYmBgYGBgYNC0METFwMDAwMDAoGlhiIqBgYGBgYFB08IQFQMDAwMDA4OmhSEqBgYGBgYGBk0LQ1QMDAwMDAwMmhaGqBgYGBgYGBg0Lf5/DNBlQPS1y0oAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot(sol2)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "c:\\Users\\wilso\\miniconda3\\envs\\sysidentpyv04\\Lib\\site-packages\\sysidentpy\\model_structure_selection\\forward_regression_orthogonal_least_squares.py:621: UserWarning: n_info_values is greater than the maximum number of all regressors space considering the chosen y_lag, u_lag, and non_degree. We set as 10\n", " self.info_values = self.information_criterion(reg_matrix, y)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " Regressors Parameters ERR\n", "0 y(k-1) 9.1832E-01 9.98019711E-01\n", "1 x1(k-1) 9.4946E-02 1.97448493E-03\n", "2 x2(k-1)y(k-1) -4.7263E-04 5.79130765E-06\n", "3 x2(k-1)x1(k-1) -2.1239E-05 4.72613968E-09\n", "4 x2(k-1) 6.9084E-06 4.82674757E-10\n", "5 x1(k-1)^2 -1.1524E-06 4.27141670E-11\n", "6 y(k-1)^2 -8.8057E-06 3.31043247E-11\n", "7 1 -1.8509E-04 3.67821804E-11\n", "8 x1(k-1)y(k-1) 7.9252E-06 5.31217490E-11\n", "9 x2(k-1)^2 5.5901E-07 5.27580418E-12\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ " Regressors Parameters ERR\n", "0 y(k-1) 9.9829E-01 9.96084591E-01\n", "1 x2(k-1)y(k-1) -6.5230E-04 3.09653629E-03\n", "2 x2(k-1)x1(k-1) -9.6452E-03 4.62214305E-04\n", "3 x1(k-1) 2.7760E-01 3.50549821E-04\n", "4 x2(k-1) 2.8138E-04 3.86911341E-07\n", "5 y(k-1)^2 -3.2352E-05 3.41517241E-08\n", "6 x1(k-1)^2 -2.6343E-04 2.79943269E-08\n", "7 1 -6.2559E-03 3.02963912E-08\n", "8 x1(k-1)y(k-1) 2.3472E-04 4.11556688E-08\n", "9 x2(k-1)^2 1.5355E-05 3.32074748E-09\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "c:\\Users\\wilso\\miniconda3\\envs\\sysidentpyv04\\Lib\\site-packages\\sysidentpy\\model_structure_selection\\forward_regression_orthogonal_least_squares.py:621: UserWarning: n_info_values is greater than the maximum number of all regressors space considering the chosen y_lag, u_lag, and non_degree. We set as 10\n", " self.info_values = self.information_criterion(reg_matrix, y)\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "c:\\Users\\wilso\\miniconda3\\envs\\sysidentpyv04\\Lib\\site-packages\\sysidentpy\\model_structure_selection\\forward_regression_orthogonal_least_squares.py:621: UserWarning: n_info_values is greater than the maximum number of all regressors space considering the chosen y_lag, u_lag, and non_degree. We set as 10\n", " self.info_values = self.information_criterion(reg_matrix, y)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " Regressors Parameters ERR\n", "0 y(k-1) 9.7932E-01 9.99326652E-01\n", "1 x2(k-1)x1(k-1) 8.7471E-03 6.70396643E-04\n", "2 x2(k-1)^2 9.5637E-04 2.13515631E-06\n", "3 x1(k-1)^2 -1.1022E-04 4.45532422E-07\n", "4 x1(k-1) 4.1767E-03 3.37917913E-08\n", "5 y(k-1)^2 -1.5200E-04 1.35172660E-08\n", "6 1 -3.4932E-02 2.45525697E-08\n", "7 x2(k-1) -2.9565E-03 1.41491234E-09\n", "8 x2(k-1)y(k-1) 8.8849E-05 3.12544165E-09\n", "9 x1(k-1)y(k-1) -1.0276E-04 6.02297621E-09\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def prepare_data(data, y_col, x_cols, train_size=4000):\n", " \"\"\"Split and reshape the data for each model.\"\"\"\n", " train_data, test_data = data[:train_size], data[train_size:]\n", "\n", " # Extract y (target) and x (predictors)\n", " y_train, y_test = train_data[:, y_col].reshape(-1, 1), test_data[:, y_col].reshape(\n", " -1, 1\n", " )\n", " x_train, x_test = train_data[:, x_cols], test_data[:, x_cols]\n", "\n", " return x_train, y_train, x_test, y_test\n", "\n", "\n", "def train_and_predict(x_train, y_train, x_test, y_test):\n", " \"\"\"Train the model and make predictions.\"\"\"\n", " basis_function = Polynomial(degree=2)\n", " model = FROLS(\n", " ylag=1,\n", " xlag=[[1], [1]],\n", " estimator=LeastSquares(),\n", " basis_function=basis_function,\n", " )\n", " model.fit(X=x_train, y=y_train)\n", " yhat = model.predict(\n", " X=x_test,\n", " y=y_test[: model.max_lag].reshape(-1, 1),\n", " )\n", "\n", " r = pd.DataFrame(\n", " results(\n", " model.final_model,\n", " model.theta,\n", " model.err,\n", " model.n_terms,\n", " err_precision=8,\n", " dtype=\"sci\",\n", " ),\n", " columns=[\"Regressors\", \"Parameters\", \"ERR\"],\n", " )\n", " print(r)\n", " return yhat\n", "\n", "\n", "# First model: Using sol2[:, 0] for y and sol2[:, [1, 2]] for x\n", "x_train, y_train, x_test, y_test = prepare_data(\n", " sol2, y_col=0, x_cols=[1, 2], train_size=4000\n", ")\n", "yhat_1 = train_and_predict(x_train, y_train, x_test, y_test)\n", "\n", "# set 1 because is the maximum lag. Can set as model.max_lag as well\n", "plot_results(y=y_test[1:], yhat=yhat_1[1:], n=1000)\n", "\n", "# Second model: Using sol2[:, 1] for y and sol2[:, [0, 2]] for x\n", "x_train, y_train, x_test, y_test = prepare_data(\n", " sol2, y_col=1, x_cols=[0, 2], train_size=4000\n", ")\n", "yhat_2 = train_and_predict(x_train, y_train, x_test, y_test)\n", "\n", "plot_results(y=y_test[1:], yhat=yhat_2[1:], n=1000)\n", "\n", "# Third model: Using sol2[:, 2] for y and sol2[:, [0, 1]] for x\n", "x_train, y_train, x_test, y_test = prepare_data(\n", " sol2, y_col=2, x_cols=[0, 1], train_size=4000\n", ")\n", "yhat_3 = train_and_predict(x_train, y_train, x_test, y_test)\n", "\n", "plot_results(y=y_test[1:], yhat=yhat_3[1:], n=1000)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Results\n", "\n", "Now we can visualize the results of each predicted trajectory" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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Jt99+22T5l19+iUQiafIFb2JicsXr1BJDhgxp8nN5hubfePHFF1m4cGGLZT2ALl26YG9vz7Jly5pkFLZv305sbKzOd8bJyYmOHTvy888/U15erltv9+7dxMTENNnm1KlTUSqVvPfee1fsT6FQXPPzv1MICwvDx8eHzz77THcDcCna81gmkzFs2DA2btxIRkaG7u+xsbHs3LnzX/czadIkIiIimm1p12ZFWvoMNsf1nJfXglKpbPLeg/oz7uzsfNdno0QuImZkRO4otm/frrv7Kigo4PfffycxMZFXX30Vc3NzQK27mDJlCosXL0YikeDj48OWLVua1TGEhYUBMH/+fIYNG4ZMJuOBBx7AyMiIwMBA1q5dS7t27bC2tiY4OJjg4GCWLFlCnz59CAkJ4fHHH8fb25v8/HyOHTtGVlYWERERbf68O3XqRHBwMOvWrSMgIOCmt4WOGTOGgQMH8r///Y+0tDRCQ0PZtWsX//zzD88++2wTAWVYWBh79uzhiy++wNnZGS8vL7p3735Tjis0NPRfzeP09fX55JNPmDVrFv379+fBBx/UtV97enry3HPP6db96KOPGDVqFH369GH27NmUlJSwePFigoKCmlzg+/fvz5w5c/joo484f/489913H/r6+iQmJrJu3Tq+/vprJk+efF3P5cKFCzrvoaSkJMrLy3n//fd1z3PMmDHXtb3rQSqV8tNPPzFixAiCgoKYNWsWLi4uZGdns3//fszNzdm8eTOg9lLasWMHffv2Ze7cuSgUCt1rdOHChavu56WXXuKvv/5iypQpzJ49m7CwMEpKSti0aRPLli0jNDQUHx8fLC0tWbZsGWZmZpiYmNC9e/dmtWXXc15eC5WVlbi6ujJ58mRCQ0MxNTVlz549nDp1is8///y6tiVyB3M7W6ZERLQ0134tl8uFjh07Ct99912TFlJBULdPT5o0STA2NhasrKyEOXPmCFFRUVe0eSoUCuGZZ54R7OzsBIlE0qSd9OjRo0JYWJhgYGBwRSt2cnKy8MgjjwiOjo6Cvr6+4OLiIowePVr466+/rjjmU6dOXfF8rrX9+lI+/fRTARA+/PDDa37d+vfvLwQFBf3repe3uQqCIFRWVgrPPfec4OzsLOjr6wt+fn7CokWLrnit4+LihH79+glGRkYC0Kat2Gjar6/G5e3XWtauXSt06tRJMDQ0FKytrYWHH35YyMrKuuLx69evFwICAgRDQ0MhMDBQ2LBhQ7OvhyAIwg8//CCEhYUJRkZGgpmZmRASEiK8/PLLQk5Ojm6da22/bslS4Fpfw2t5bVo6z7ScO3dOmDhxomBjYyMYGhoKHh4ewtSpU4W9e/c2We/gwYO6z4K3t7ewbNmyZs/Vy9uvBUEQiouLhXnz5gkuLi6CgYGB4OrqKsyYMUMoKirSrfPPP/8IgYGBgp6eXpPPaGvOy5Zen0uPsb6+XnjppZeE0NBQwczMTDAxMRFCQ0OFpUuXtvSSityFSAThMrtEERGR28LXX3/Nc889R1paWrPdGCIiIiIiVyIGMiIidwCCIBAaGoqNjc1t8ywRERERuRsRNTIiIreR6upqNm3axP79+4mMjOSff/653YckIiIiclchZmRERG4jaWlpeHl5YWlpydy5c/nggw9u9yGJiIiI3FWIgYyIiIiIiIjIXYvoIyMiIiIiIiJy1yIGMiIiIiIiIiJ3Lfe82FelUpGTk4OZmdkNTWMVERERERERufUIgkBlZSXOzs5IpS3nXe75QCYnJwc3N7fbfRgiIiIiIiIiN0BmZiaurq4t/v2eD2S0g8cyMzN1FvciIiIiIiIidzYVFRW4ubk1GSDaHPd8IKMtJ5mbm4uBjIiIiIiIyF3Gv8lCRLGviIiIiIiIyF2LGMiIiIiIiIiI3LWIgYyIiIiIiIjIXYsYyIiIiIiIiIjctYiBjIiIiIiIiMhdixjIiIiIiIiIiNy1iIGMiIiIiIiIyF2LGMiIiIiIiIiI3LWIgYyIiIiIiIjIXYsYyIiIiIiIiIjctYiBjIiIiIiIiMhdixjIiIiIiIiIiNy1iIHMHUptg5LS6gYEQbjdhyIiIiIiInLHcs9Pv77TqWtUklxYRWJ+FQn5lZqfKjJLaxAEMJfr4WVrovkxxdPWGG/Nv2Zy/dt9+CIiIiIiIrcVMZC5xURll7MzOk8XsKQXV6O6StKlok5BRFY5EVnlV/zN1tQQb1sTPG2N8bI1xc/elF6+NhgbiG+riIiIiMh/A/GKd4tQqQS+O5jMF7sTUF4WuVgY6dPewQw/B1PaXfKviYEe6SXVpBVVk1Kk/je1qJrUohqKqup1PyfTSnTbMtKXMTjAntEdnBjQ3h65vuxWP1UREREREZFbhkS4x0UYFRUVWFhYUF5ejrm5+W05huKqep77M4JDCYUADAlwoJePDe0czGjnYIqdmSESieS6tllZ10haUQ0pRVWkFdWQWlTFmYxSMktqdesYG8gYEuDAqA5O9G9nJwY1IiIiIiJ3Ddd6/RYDmZvMiZRi5v9xjvyKeuT6Ut4dG8yULq7XHbhcC4IgEJldztYLuWy5kEt22cWgxtRQjyEB9ozq4Ey/drYY6olBjYiIiIjInYsYyGi4XYGMSiWw9EASX+xOQCWAj50JSx8Oo72j2S3ZvyAIRGSVs/VCDlsv5JJTXqf7m5mhHkMD1ZmaPn5iUCMiIiIicuchBjIabkcgU1RVz3Nrz3M4sQiAiZ1deG9cMCaGt0eSpFIJnM8qY0tELtsic8mruCSokesxPMiRWb29CHS+PaU3EREREZG2o65RSXpxDTIp6Eml6OtJ0ZdJMJBJ0ZdJ0ZNJ0JdKkUrbvjLQloiBjIZbHchkltQw6bujFFSqS0nvjQtmShe3m77fa0WlEjibUcqWC+qgpqCyXve3vn62PN7Xm75+tjel9CUiIiIi0vbkltdyJr2UM+mlnE0vJTqnAsXV2mE16EklyPVl9G9vx+N9venoZnnzD/Y6EAMZDbc6kHlxXQR/ncnC286EZdPCaOdwa0pJN4JKJXAqrYTfTmSw9UKOrg3c39GMJ/p5MybUGX2Z6JkoIiIicqfQqFQRm1vRJHC5VDqgxVyuh0wqoVEp0KBU0ahU8W9X+66eVjzax5uhgQ7I7oBsjRjIaLiVgUxWaQ0DFh1AoRLYMLcXnd2tbur+2pLMkhqWH0nlz9OZ1DQoAXCykDOrtycPdnMXzfdEREREbgNaveOu6DzOpJcSkVVGXaOqyTpSCQQ4mRPmYUWYhxWd3a1wtTK6IrOuVAk0KlXqwEaholEpkFdRx6/H0tkUkU2jUh0OeNoYM7uPF5PDXG+rL5kYyGi4lYHMmxuj+PV4Or19bVj9WI+buq+bRVlNA6tPZLAyPI2iKnXZycxQj4e6uzOztydOFka3+QhFRERE7n0KK+vZeC6bP09nklhQ1eRv5nK9JkFLqJtlqzWY+RV1/Hw0jdUnMiivbQTUHmcPd3dnTj8fLIxv/c2sGMhouFWBTEFFHX0+3U+DQsXvj3enl4/tTdvXraBeoWTjuWx+OJRCcmE1oK6nju3ozON9vQlwEoXBIiIiIm1Jo1LFgfhC1p3OZF9cgU7nYqgnZViQI719bQjzsMLb1lQn1C2qqicxv4o6hZIGhYp6hYoGzU/9ZcukEujta0tXT+sWhb41DQr+OpPF8iOppBfXABDiYsG6J3veci8yMZDRcKsCmQ+3xfLDoRQ6u1uy/qle94xYVqUS2B9fwA+HUjiRetFBuF87O57o601vX5t75rmKiIiI3A6SCipZdzqL9WezdZlwgI5ulkzt4sboUCfMNeX9kuoGTqQUcyylmGPJxVdka64FR3M5ozs4MSbUmQ6uFs1+hytVArtj8nl1wwXKahp5qLs7H04IufEneQOIgYyGWxHIlFY30PuTfdQ0KFkxswuD/B1uyn5uN+czy/jxUArbo3J1wuAgZ3OeG9KOwQH2YkAjIiIico1U1jWy5UIuf57O5FxGmW65rakBEzu7MiXMFT8HM8pqGjiRWsKx5GKOpxQTl1d5xba8bE0wMZRhIJNiqCfDQE+KoZ5U8+/F38trG9kTm09lnUL3WHdrY8aEqoOa9g5mV3yPH4gvYNaqUwgCfDYllMlhrjftNbkcMZDRcCsCmS92J/DN3kQCnczZOr/PPX9BzyiuYfmRFP48nUVto1oY3MXDipeH+9PNy/o2H52IiIjInYkgCJxKK+WPkxlsi8rViXZlUgmD/O2ZEuZKL19bjidfzLjE5lVc0W3UzsGUnt429PSxobuXDVYmBtd8DPUKJYcSitgckcPumHzddziAn70pb44OpF87uyaP+WpPAl/tScRQT8rfc3vfMs8xMZDRcLMDmcq6Rnp/vI+KOgVLHurMqA5Obb6PO5XS6ga+P5TCyvBU6hXqD+TA9na8NMxfNNcTERER0SAIAgcSCvl2XxJn0kt1y33tTZnaxZXxnVwor2lkzclMNpzLoqymscnjfexM6OljQ09vW7p7W2Nratgmx1XToGBvbAGbI3I4EF9Ig1KFgZ6UlTO70tv3os5TpRKYteoUBxMK8bAxZtO8PlgY3XzxrxjIaLjZgcx3B5L5ZEccPnYm7Hqu/x3Re3+rySuv45t9iaw9lYlSJSCRwNhQZ54f2g4PG5PbfXgiIiIitwWVSmBXTB7f7k8iKrsCAAM9KRM7uXB/Vzf8Hc3ZGpnLHyczOH1JgONoLmegvz09fWzo4W2NvZm8yXYbFCoq6hqpV6ioa1RS36gW9up+1wh8FUoVIS4W+F2Dn1lFXSMv/hnBrph8jPRl/PpoN7p4Xsywl1Y3MHrxEbLLarkv0IHvp4fd9OqDGMhouNmBTM+P9pJbXsfnU0KZdAtrh3ciqUXVfL4rni0XcgF1l9OD3dx5ZrDvFR9EERERkXsVhVLFlgu5LNmfpBPjGhvIeLi7O4/39aaoqoE/TmXw97lsnV5FW156qJs7/drZNbkprmtUcjajlOMpJRxPKeZ8RhkNSlWz+24OHzsTRgQ7MTzYkSBn8xYDkHqFksd/OcOhhELMDPVY/Xh3Orha6v4ekVnGlGXHaFCqeG2EP3P6+9zAq3PtiIGMhpsZyFTVKwheuBOAyLfvE03jNERll7NoZzwHEwoBMNKXMbuPJ0/087kl6UgRERGR20GDQsWGs1l8dzBZ17psJtdjZi9PpnZxIzypiDWnMonILNM9xtXKiAe7uTM5zBUHc/UN37UGLoYaEa+hvgy5vlrYa6gnRa6v/lehEjiXUaozugNwszbSBTUdXS2vaMOubVAyY+VJTqaWYGmsz9onejYZdvzb8XTe2BiFVAK7n++Pj51pW76ETRADGQ03M5CJz6tk2FeHsDDSJ2LhfW267XuBY8nFfLozTqfItzDSZ+4AH2b08rzlfgQiIiIiN4u6RiVrT2Xy/cFk3bgAK2N9HuvrTSc3SzZfyGXT+WyqNa7p+jIJ9wU68kA3N3r72KLSiICPpRS3GLg4mBvSw9tG9+NhbXxNQx8r6hrZF1vA9qhcDiYUNnEFdrKQs3BMEMODHZs8pqpewcM/nSAiswxbU0P+nNMDb03AIggC05afIDyp+KZnZcRARsPNDGT2xubz6M+nCXI2Z+v8vm267XsFQVB7ESzaGa9LsTqay3l2iB+Tw1zRE2c5iYiI3KVU1StYfTydHw+n6vxf7M0MeaKfNx42Jvx4OIWTl/hvedma8EBXNyaFuWJrakhmSQ1/ns5k3eks8iqazktyMDek56WBi41xqzUpNQ0KDsQXsj0qj32x+VQ3KJFJJXx5f0fGhjo3Wbe8ppEHfjxObG4FThZyNsztpXN2X3EklXe3xNDH15bfHuveqmO6Gtd6/b59QxTuAbLLagFwsRRt+1tCIpFwX5AjgwMc+PtcNl/uTiC7rJZXN0Tyw6EUXhzWnhHBjvd8y7qIiMi9Q2VdIyuOpLEiPFVn5+9iacSTA3ywNzPk+4PJnNVkog1kUkaEOPJAV3d6eFvToFSxKzqftacyOZJUpNumlbE+/dvZtWngcjnGBnqMDHFiZIgTdY1K3tgYxV9nsnj2j3MoVSomdLqo87Qw1ufXR7tx//fHSC6s5tt9SXygMcTr107d0XQyrYS6RuVtz7CLgUwryCpVBzKuVsa3+UjufGRSCZPDXBkT6sTq4xl8uz+JlKJq5q4+SzdPa94aE0iwi8XtPkwRERGRFmlQqFhzMoOv9yZSUt0AgLetCU8N8MHUUI/vDiZzIascUOtXHuzmzpP9fXC0kBOfV8l7W2KvaK/u62fL/V3dGBrogKHerQsI5PoyPp3UAT2phD9OZfL8nxEolAJTurjp1rE1NeSdscFMW36CrZG5LBwThIGeFB87UxzN5eRV1HEyteQK35lbjRjItIJsTSDjYiVmZK4VQz0Zs/t4MbWrGz8eSuH7Q8mcTCthzLdHeKCrGy/e1x6bNvJIEBEREWkLBEFgR1Qen+yII00j4vW2M2HBYD9kUglL9ycTk6turzbSlzGthzuP9/PGxECPLRdy+ONUU/deR3M5U7u4MqWLG27Wt+9GWCqV8OGEEGRSCatPZPDy+gsoVQIPdHPXrdPTxwZ7M0MKKus5mFDI0EAHJBIJff1sWXcmiyNJRWIgczeTVao+oV1vcyBTXa9gR1Qef5/LJja3ApUgIIDODVLQ/I7md0sTfTq6WdHJzZLOHlYEOpljoHdrtSqmhno8N7Qd93d14+PtcWyKyGHNyUy2XMhlwWA/HunpecuPSURERORyTqeV8OG2WF2pyNbUgAWD/TCV67FkfxIJ+Wrtn4mBjEd6efJYHy9yy+v4YlcCmyNydAJfPamEwQH2PND1yvbq24lUKuH98cHoSSX8fCydVzdEolAJTOvhAaiz6WNDnfnpSCobz2UzNFA9gqePJpA5nFh0tc3fEsRAphXcTo2MUiVwNLmIDWez2RGV18Rm+t+orFeQWVLL5ogcQG3QFOxsTid3Kzq5W9LZ3QonC/kt0a04WxrxzYOdmN7Tg7c3RROdU8H7W2P5/WQGb40OZEB7+5t+DCIiIiKXk1JYxSc74tgZnQ9ctJFwNJez8mgaKYXVgLq9elYvT2b38SKpoIrn/4zQWU+AWuB7f1c3JnZ2uWP9tCQSCW+PDUImlbIiPJU3NkbhbWtCL4277/hOLvx0JJU9sflU1DViLtfXOf/G5lZQWFmPndnty6TfMYHMxx9/zGuvvcaCBQv46quvAKirq+OFF17gjz/+oL6+nmHDhrF06VIcHG7/UMbaBiVFVeoaqdst1MikFVWz5mQGG89nk19xcUqql60JEzq5MMjfHkM9KRdjEInu/9pFueV1nMso5VxGGWczSimtaeRsRpnujgPUivkwDytGhjgxJMDhpou5unpas2leH9adzmTRznhSCquZufIUg/zteWNUgK71T0RERORmUlRVz9d7Evn9ZAZKlYBUApM6u+JhY8y6M1k6fxgLI30e7ePFjF6eRGeX8+RvZzieou5QkkpgdAdnHu7uTjcv67uimUEikfDm6ADKahvYcDabVUfTdIFMkLM5vvamJBVUsSMqj6ld3LA1NSTI2ZzonArCk4oY38nlth37HRHInDp1iu+//54OHTo0Wf7cc8+xdetW1q1bh4WFBfPmzWPixImEh4ffpiO9SHaZ+mQ2NdTD3OjWvIyn0kp4ZPlJXfbF0lifMR2cmdDZhU5ultf8YfG2M9VF04IgkF5cw7nMi4FNbG4l+RX1bIvMY1tkHmZyPUaFODGxsytdPKyuybvgRpBJJTzQzZ2RHZxYvDeRleFp7Isr4HBiIbN6ezFvkK9ulL2IiIhIW1LToGD54VSWHUzWlYMG+9vTxdOav85ksu5MFgDWJgY83tebaT3cOZ1WyqyVJ3U3gfoyCZM6u/LUAJ+7cjyLRCLhyf4+bDibzd64Agoq67A3U2fnx3d05rNdCfxzPpupGkFwHz9bonMqOJRYeFsDmdvuI1NVVUXnzp1ZunQp77//Ph07duSrr76ivLwcOzs7fv/9dyZPngxAXFwcAQEBHDt2jB49elzT9m+Wj8yB+AJmrjyFv6MZO57t12bbbYnzmWVM++kEVfUKOrtb8kQ/Hwb6290UlXttg5LI7HIOJhSw8VyOroQGalfICR1dmNDZFS/bm/tBTS6s4r0tMRyIV6dpbU0NeHmYP5PDXG9aMCUiIvLfQqkS+OtMJl/sTtBluTu4WjCmgzN74/J1WRYrY33mDvDlwe7uHEksZPG+JKJzLs5PerCrG0/097kn7DgmLg3nbEYZLw9vz9wBvgBkltTQ99P9SCRw7NXBOFrICU8q4uGfTmBvZsiJ1we3eebpWq/ft11N+fTTTzNq1CiGDBnSZPmZM2dobGxsstzf3x93d3eOHTt2qw/zCrSt17fipI3KLueR5eogpoe3Nasf68HwYMeb1qpnZCCjm5c1Lw3z5/DLA1nzeA+mdnHF1FCPzJJavtmXxMDPDjBhaTi/Hk+nrKbhphyHj50pq2Z1Y+XMrnjbmlBU1cDL6y8wbkk4Z9JL/n0DIiIiIi0gCAL74woY8fUhXlkfSX5FPa5WRrwy3B9PGxM+2BbL8ZQSDPSkPNnfh30vDMDe3JAJS8J58rezROdUYGwg44l+3hx5ZSDvjAu+J4IYgAe6qruW1p7KRJvrcLM2pouHFYKATl8Z5mGFgZ6Ugsp6Mkpqbtvx3tbS0h9//MHZs2c5derUFX/Ly8vDwMAAS0vLJssdHBzIy8trcZv19fXU11/UjlRUVLTZ8V6KNktxszuW4vMqmb78BBV1CsI8rFg+oytGBrfOa0AqlajHx/vY8M7YYHbF5LHhbDaHEws5l1HGuYwy3t0czSB/ex7s5k7/dnZtHpUP9Lent68tPx9N45u9iURmlzPpu2OM6+jMqyP8dW6TIiIiItdCalE172yO1mV7LYz0mdHLk8q6Rr7ck0CDQm3jP6GTCwsG+3EytYQJS8N1rddmhnrM7O3JrN5eWJsY3LbncbMY1cGJd7fEkF5cw7GUYnr5XBT9nk4vZVNEDo/380auL8Ncrk9RVT01DdfecNLW3LZAJjMzkwULFrB7927k8rZTcn/00Ue88847bba9lqjVvGnGhjfvJUwurOLhn05QWtNIqKsFK2d1xeQm7u/fMDKQMa6jC+M6ulBQUcemiBw2nM0mJreCndH57IzOJ8DJnCf7ezMqxKlNxw8Y6El5vJ834zu58PmueNaezuSf8znsis5n/mA/Hu3jJbZri4iIXJXqegXf7k9i+eFUGpQq9GUSHu7ugZWxAauOplKqMarr6W3DayP9SSmsZtryE7oMvJWxWuA7vafnPT0A18RQjzGhzqw5mcHaU5m6QKaHtw0AacXVunX1ZeobV4Xy9qlUbttV8cyZMxQUFNC5c2fdMqVSyaFDh/j222/ZuXMnDQ0NlJWVNcnK5Ofn4+jo2MwW1bz22ms8//zzut8rKipwc3Nrcf0bxdJYfRJf6tDYlpTXNPLwjycoqqon0MmcX2Z3v6OErvbmch7r681jfb2Jza3gz9OZrD2VSWxuBQv+OM+infE83tebqV3c2jSDZGdmyMeTOvBwdw/e2RzN6fRSPtkRx4azWbw3Plj3QRMRERHRIggCWy7k8sHWWN1Mo37t7OjuZc2605m6TIuvvSmvj/RHrifj9b8jicpWZ/TtzAx5oq83D3V3v603k7eSB7u5seZkBtuj8ninpgFLYwPdda+yToFSJSCTSnR+OArVldO5bxW37R0ZPHgwkZGRTZbNmjULf39/XnnlFdzc3NDX12fv3r1MmjQJgPj4eDIyMujZs2eL2zU0NMTQ8Ob3s1sZq9OJN0sfsv6seoiYh40xvz7aDQvjOyeIuZwAJ3MWjgliwWA/fj2WzqqjaWSV1rJwUzRf701kRk9PHunpgVUbpmBDXC1Y92RP1p/N5sNtsSQWVPHAD8eZ2MmF10YG3FZPAxERkTuH+LxKFm6K0ol23ayNGNPBmROpJSzaGQ+orfifG+pHJzcrFu2MY7+m5GRqqMdTA3yY3dvrlpb07wRCXCwIcDInNreCv89lM6u3V5MsVEVtI1YmBuhpAhml6j+YkTEzMyM4OLjJMhMTE2xsbHTLH330UZ5//nmsra0xNzfnmWeeoWfPntfcsXQz0V6US29SIKNt9Xu0j9ddY9lvaWzAM4P9eLyfN+tOZ/LD4RQyS2r5ck8C3x9K5oGu7jzW1wvnNhLESSTq+U1DAuxZtDOe309msOFcNnti83lpuD8PdXO/Y9wzRUREbi3ltY18tSeBX46lo1QJGOpJGRvqTGlNA0sPJAMg15fyRF9vxnVy4YeDKby5MQqVoHbhfbi7O/MH+901379tjUQi4YGubizcFM2WC7nM6u2FvkyKiYGM6gYl5ZpA5mJG5j8YyFwLX375JVKplEmTJjUxxLsTsNJkSEqr2760FJVdTmxuBQYy6RWj1e8G5Poypvf05MFu7myLyuO7A8nE5lawIjyVX46lMbajM0/296Gdg1mb7M/S2IAPJoQwpYsbb2xUp4Pf3BjFutOZvD8+mA6ulm2yHxERkTsflUrgr7NZfLojTmdaOrC9HTamhmyKyKFeoUIigSlhrszp78PGc9mM+uYwdY3q0siIYEdeHu5/0+0l7gY6ulkCkHOJBYeFkT7VDUrKNFO/9TVayP9kRqY5Dhw40OR3uVzOkiVLWLJkye05oKugLS3djIzMX5pszNAgByyN715FvJ4mEBvTwYlDiUUsO5DMsZRiNpzNZsNZ9cyOF+9rT3vHtgloOrpZ8s/TffjteDqf7YznQlY545aEM627By8Oa39Pi/NERETgQlYZb/0TzfnMMgB87Ezo42vLvvgCXbmol48Nr48M4FxGKVOXHaNYM8U6zMOK10cGEOZhdbsO/47DVlOiL6qqRxAEJBIJFsYG5JTXUa4JZLQZmUblf1Ajc7dzqdhX+wa3BfUKJRvPZwPqO4a2plGp4mhyMQfiC6iuV7S4nr5Mir+TOaGuFvg7tm6opEQioX87O/q3syMis4xlB5PZEZ3H7ph89sTmM6mzK88NbdcmHgwyqYQZvTwZEeLIh1tj2Xg+h1+Pp7M9Kpf/jQpgfEeXu8IuXERE5NopqW5g0c44/jiViSCoBziO7ehCZkkNPx9LB8DJQs4bowKRSSXMX3OOlCJ1542XrQmvDPdnWJCD+N1wGTYaCUWjUqC8thFLYwMsNE722kDmP62RudvRegc0KFXUNCjbTMm+J6aAsppGHM3l9PVrm9Ho9QolRxKL2BaZx57YfN0JeK0YyKQEOJvT0dWCDq6WhLpZ4G1rekPuuqFulnw3LYykgio+3xXP9qg8/jqTxaaIHB7p4cHTA33bRBRsbybnqwc6MbWrG29ujCK5sJrn1kbwx0l1ucmvjcpaIiIitw+lSuD3E+l8titB9702LMgBc7k+689k6VqsH+/rTR8/W77cncCptFJAfZF+dogfD3Rz15VHRJqi9onRo6JOQVFVvSaQUd/El2uqEaJG5i7GSF+GgZ6UBoWKkuqGNgtk1p3JBGBSmEurhaqJ+ZV8uz+JvbEFVF2SfbE1NWBooONVzfyq6xVE5VQQkVlGeW0jEZllRGSWAeq7GzNDPULdLBkR4sjIYKfrDj587U35bloY5zPL+GR7HMdSivnpSCprT2Uyp783s/t4YWzQ+te0l48t2xf048fDKSzel8iJ1BJGfH2Yx/p6M3+wb5vsQ0RE5NYTlV3O639HciGrHFB3T/b0tmFHVC455RdbrOcP8mXd6Swe+vEEoBb4Pt7Xmyf6eWN2B1la3KnYmhlSUaegsLIBX3uwNFJ/11/MyIgambsWiUSClbE++RX1lNU04mbd+m3mlddxSDP+fXJY67xvjiUX88Qvp6nUBDAO5oaMCHZiRLAjXTytrzlIEgSBjJIaIrLKicgs40JWGVHZFVTWKziSVMSRpCIW/hNNv3Z2jOvozJAAh+sK6jq6WfL74905lFjEJ9vjiMmt4LNdCfx8LJ35g/14oKtbq++WDPSkPD3Ql7GhzryzOYY9sfksO5jM5ogcFo4J5L6gln2JRERE7iyq6hV8sSuBVUdTUQlgJtdjYicXEvKrWBGeCqhHx7wxKoD8ijpmrzpFRZ36e3BiZxdeHuaPo0XbmbDe69iaGpJSWE1Rldox3+IyDzU9maiRuauxMjYgv6K+zQS/5zNLUQnqkemtUcxvvZDLc2vP06BU0dXTildHBNDJzfKGSkESiQQPGxM8bEx0HVQKpYrEgioOJRSyKSKH6JwK9sUVsC+uACN9GUMCHRgX6ky/dnbXpK3Ramj6+tqy+UIOn+9KIKOkhjc3RrH8cAov3NeeUSFOrR4U6WZtzE8zurA7Jp+3N0WTXVbLE7+e4b5AB94ZFySOOhARuYMRBIGd0fm8szmaXE3GZbC/PRZG+qw+kYFCJejmIoV5WPHRtlji8ioB9Xfqu+OCCPNogzvOG6SyrpGo7AoS8itpUKhQCQIqAQQEBEHdbQXg52BGXz/bO8Z4z870ouAXuFhaukzsK2Zk7lK0gt+2CmS0rYKtEb2uCk/lnS0xCIK6Vvz1A52Q61/dyKmuUcm5jDKd0l+uL8VQT4ZcX4pcX4ahnvpfB3M53rYm6MmkBDiZE+Bkzpz+PiQVVLLpfA6bInJIK65hc0QOmyNysDDSZ2SIIxM6udLV0+pfhXRSqYRxHV0YEezEmpMZLN6XSFpxDc+sOccPh1J4Zbg/ffxsb/i10TI00IE+vrYs3pfID4dS2BWTz9HkYl68rx3Te3qK3jMiIncYWaU1vL0pmj2xBQC4WxvTzcuaw4mFuonVQwLsmdPfh9XH0/lmbyKg/o5+aVh7Huh6az2l6hqVxORWcCGzjAtZ5URklZFSVI1wjdd6Az0pvXxsGBzgwJAA+9t6k2Vrqi4lFVY2H8joiRqZuxut4Le0um0CmWJNIHMjBkyCILBoZ7zO6GlaD3feGRvc7IdXoVQRlVNBeFIRx5KLOZVWQr3i2tKClsb6dHa3IszDis7uVoS6WeBrb8bz97XnuaHtuJBVzj/nc9hyIYeCynrWnMxkzclMgl3MebyvNyNDnP61VGSgJ2VGL08mh7ny0+FUfjiUTGR2OdOWn2BAezveGh2It53pdb9Gl2JkIOPl4f6M6+jCaxsucDajjLc3x/D3+Rw+mhBCoHPLI+NFRERuDY1KFSvDU/lydyK1jUr0ZRLuC3Qkp7xWZ1PhYWPMayMCSC+uZuaKk1Q3KJFI4MFu7rx0X/s2dRRvCUEQiMurZHNEDgcTConPq2z2wu5iaUSgszlmhnpIJBIkEpBKQKr5f6NS4GRqCRklNRyIL+RAfCFvboRAJ3OeGuDDmNvgK2Zn1jQjY2KovjGubmja9aoSA5m7E0udl0zbmOIVV6tPFG0EfD2sP5utC2JevK8dTw/0vSIDolIJLDuUzHcHkqmsa3oS2pkZ0s3LGiN9GXWNSuoaVdQrlLr/1zUqySipoaymUVdGAnVaMdDJXB3YeFjRv50db40J5H+jAjiRUszG89n8cz6HqGz1DKZPtscxq7cXD3Rz+1ehnYmhHguG+DGthzvf7k/it+PpHIgvJDzpELN7ezFvkG+rxXrtHc3468le/H4yg0+2xxGRWcaYb4/wWF8vnh3c7j9nSy4icqdwNqOU1zdE6spDHd0scbEyYnd0Pg1KFXJ9KU8P8CXAyZwPt8eSUqhup+7kbsm7Y4MJcbW46ceYVlTNJk0GOrGgqsnfbEwM6HBJp2eIi+U1jU4RBIGkgip2x+azN7aAsxmlxORW8Myac0TnVPDSsPa3NLtkqystqW+0tTfc1ibq5Tll6jLf7dQdiYFMK7DSiZ7aOCNznXcQSpXA0gNJADw7xI95g/ya2XY9z/0ZoRMTm8v16OFtQ29fW3r52OBrb/qvpZ8GhYrY3ArOpJdyNqOUs+ml5JTXEZldTmR2OauOpmGgJ2VIgD0TOrnSv50dvXxteWW4P78dz+CXY2nklNfxwbZYvtmbyAPd3JjV+99HFtiYGrJwTBCP9PTkvS0x7Isr4PtDKWw4l82rw/2Z0MmlVfoZqVTCtB4eDA104J3N0WyLzOP7gylsi8zl/fEh9G/XNm3wIiIi/055bSOf7ojj95MZCII6CzyovT3nMi+Wv/u3s+PJ/j78fDSNz3cnAOobwFdHBDCxld8H/0ZueS1bInLZFJFDZHa5brmBTMqA9naM6uBEmIcVLpZGN+RLI5FI8HMww8/BjLkDfCmuqufHw6ksO5jMsoPJJOZX8tUDHW9Zx5XtZRoZrT7J0dwQlUogvUQdQHra3D4nZDGQaQVWbZyR0Z4o11ta2h2TR0phNeZyPR7r633F30+llfDM7+fIq6hDri/lnbFBTA5zu+6o3kBPSqibJaFulszGC1BbV5/NKOVMeimHE4tIKqhiW2Qe2yLzsDTWZ3QHJyZ0cmH+YF/m9Pdm47lsfjqSSlJBFT8eTmVFeBqjQpx4vK/3v95BedmasGJmV/bF5fPellhSi6p5YV0Ev51I552xQa0eReBgLmfpw2HsicnnrX+iyCypZcaKk4wNdebN0YHiIEoRkZuIIAhsisjhvS2xuu/Cwf72CMCGc2qTUDszQ14d7k92WS0zV56kXqFSm2D29OTZoX6Y36SLe71CyabzOaw7ncXJtBLdcplUQm9fW8Z0cGJYsONN2b+NqSGvjvAnwMmMl/+6wN64AiYuPcryGV1xtzFu8/1djqlcHSZUabL42unhDuZyCirrqWtUvwcuV7HzuNmIgUwr0AYy2pJQa9FaZdtcR2lJEAS+05SUZvTyxPQSpbsgCHx/KIVFO+NRqgR87ExY+nBYm40EAHC2NMLZ0ojRHZwRBIGY3Ao2nlOXkwoq6/nteAa/Hc/A3dqY8Z1cGN/Rmald3DiQUMCPh1I5llLMpgi1ULiHtzXzB/vRy+fqgt5B/g709rVlZXgai/cmci6jjHFLwpka5sZLw9vr7iBulCGBDvT0seFzTYvnJk3d+/WR/kzt4ia6f4qItDHpxdW8sTGKw4lFAHjbmtDZw4q9sfmU1jQikcDD3d3p42vHpzvidK68PbyteWdscJt+p11KSXUDq4+n8/OxdF1wBdDN05oxHZ0ZEezY6u+ba2VcRxc8bUx4/JfTJBZUMXbJEf55ujceNzkTotWAarVG+ZqMjJOFEWnF6vfB1crotpoKioFMK/DUtEjH51W2yZiC4iqtRubaPxjHkouJyCpHri9lZi/PJn/79Xg6H2+PA2B8R2c+mBByTS19SpVASmGVrmRUUt2AuVwfC6OLP+aafx0t5HjaGGuEaxKCnC0Icrbg1REBHE0u4u9z2eyMyiOjpIZv9ibyzd5EunlZ80Rfb1Y/1p2Y3Ap+PJzClgu5HE8p4XjKCfr42vLisPa6gWXNYagn48n+Pkzo5MIn2+PYcC6btacz2RaVy7ND2vFIT49WfbBMDPV4a0wgEzq58OqGC0TnVPDK+kjWn83mwwkh+Nq3TmwsIiKibjz46UgqX+5OoF6hwkBPyqgQJzJLanRi3vYOZrw0rD3bo/J48rczANibGfLG6EDGdHC6KTcWyYVVrDiSyvqzWbphko7mch7p5cGETi63rYso1M2Szc/0YfaqU0TnVLBoZzzfPtT5pu6zqKqpdlObkXG0MCRJowu62cHUvyEGMq0gyNkcPamEoqoGcsrrWtU2rVCqdCWq69HIfHdQnY25v4tbk5JUWU0Dn+9S145fGtaeuQN8rvqBP5VWwpaIHKJyKojJqaC2UXnNx2BrakA3L2u6eVrT3duG9g5myKQS+vrZ0dfPjprxCnbH5LPxXDaHEos4mVrCydQSfOxMeKKfN59M6sArw/1ZdjCZNSczdEZ7w4IceOG+9ledku1gLueL+zvycA93Fm6KJiq7gve2xLDmZAZvjwlqdbt2iKsF/zzdm5XhaXyxO4GTqSWM/Powcwf68NQAHwz1RDGwiMiNEJVdzivr1TcJAF09rXC1MmbrhVydmHf+YD+sjA146a8IXWZmWncPXhrevs3LOIIgcCylmOWHU9mraWYArqvj8lbgYC7nsymhjPj6MFsu5PJk/3KCXW6esLlQo920NTVEEAQKNO3uDuZyXTu85y0ocV0NMZBpBXJ9Ge0czIjJrSAyq6xVgUyJRjAslXDNE6+jsss5nFiETCq5Qhvz1Z5Eymsb8Xc0Y04/7xaDmJLqBj7YGsv6s1lNlhsbyAhyNifYxQInCzmVdQrKaxupqG2k/JKfrNJaiqoadLoYUAuJu3lZ083Lml4+tgQ5mzOuowvjOrqQV17HyqOp/H48g+TCal5ZH8minQnM6u3JC0Pb83hfb77ak8jf57LYGZ3Prph8JnR04bmh7XCzbvnDEuZhzT9P92Hd6Uw+3RlPUkEV05afYFiQA2+NCWrVe6Mnk/J4P2+GBzvy1j9R7I8v5Ks9iWyOyOGjiR3o5nX7TLZERO426hqVfLkngZ8Op6JUCVgY6XNfoANnMkp1c5D6tbNjdm9Plh1M5niKWpPi72jGhxND6OzettOpFUoVmy/k8NPhVF1QJZHAkAAHHuvjRTcv6zuunBzgZM7YUGc2ReTw2a54Vs3qdtP2pfWPsTU1pKS6gQaNg6+9mZx0TWlJzMjc5YS6WRCTW0FEVjnDg51ueDvajiUrY4NrFuEeSVLXkwf72ze5yCcVVPLrcfVMpDdHB6LXzF2EIAisP5vNB1tjdHc6Ezu50q+dLUHOFnjZmlzTcdQrlERmlXMitYQTqSWcSSuhok7BntgCXbTuZ2/KxM6ujO/kjJOFEa+NCGDeQF/WnspkxZFUcsrrWLQzniX7k5jaxY1nh/jxZH9vvtidwPaoPDacy2bzhRwe6OrOM4N8sTdvvs1PJpXwQDd3RgQ78dXeBH45ls7O6HwOJxbx/NB2zOzl2exrca24WRuzYmZXtkbm8vamGJILq5n6/TEe7u7OKyP8b5rQUETkXuFochGvbYgkvbgGgN6+NhjIpKzTlJFsNcLWzJIanvjljC4z89yQdszu49WmGRGVSmDzhRy+2pNIqkZzI9eXMiXMjdl9vFrlrn4reH5oO7ZF5nIgvpCTqSU37YZKV1oyM9SVlWxNDTDQk5JapH4fxYzMXU6IiyVryORCVlmrtnMj7ohpmg9fgFNT87b3t8aiVAkMCVCLYi8nr7yOZ9eea5M7HUM9GV08reniac3TA9V3NzG5FZxIKeFEajGHE4tILKjikx1xfLozjj6+tkzs7MKwIEce6+vNjF6ebLmQww+HUonNrWDV0TR+PZ7OyBAnFgzx46kBPizaGc/hxCJ+PZ7OujOZzOjlyZP9fFo0urIw1mfhmCAe6OrOGxsjOZVWyvtbY9lwNpuPJoYQehXtzb8hkUgY3cGZvr52fLwjljUnM1l9IoM9sfm8Ny5YnNskItIM5TWNfLgtlrWn1UNxHc3ldPe25khika7J4aHu7vRvZ8cnO+J0njD929nx/vjgq2ZjrxdBENgTW8Dnu+J1HjU2JgbM7uPFw93drzkjfrvxtDVhalc3fj+RwaKdcfw5p+dNyRxpAxk7UwPyyi96xgiCIGZk7hU6aFqGL2SVo1IJN+xfoG3tLa9tpF6hvCbthVa5f+mdw4H4Ag7EF6Ivk/C/UQFXPEapEpj3+1lOp5ci15fy7JB2PHqVOx2t1XZWaS2ZJTVkldaSVVpDdmktejIJDuZyHM3lOFpofszlOFkYMau3J4/386airpHtkbmsP5vNydQSDicWcTixCBODKEaEODGxswvjQl0Y39GFI0lF/HAohcOJRWyOULsDjwt15oPxIWSX1bJoZxxnM8r4/mAKvx/PYP5gP2b08mxxnlN7RzPWPtGTdWcy+XCbeiDl+KXhPNLDgxeHtW+VD4OFsT4fTezA2FC1M3BacQ1P/HqGUSFOvD02SGzVFhHRsD0yl7c2RetKFEMCHKiqb+Sf8zmAOmP78nB/dkXnMedXtZjXzsyQhWMCGRXSdmJeQRAITypm0a54IjR+NGZyPeb082ZWb687ZrbR9TB/kB/rz2RxKq2Uk6kldPe2afN9FF3ShBKfrw78HM3lFFbVU9OgRCoBN+vbO6fu7nvn7jDaO5phqCelsk5BeknNDacjLYz00ZdJaFQKFFU1XJOmI62ZQGb9WbXfwsPdPZo9lmUHkzmdXoqpoR7/zOuNTwtW/1X1Cn45lsZPh1MpucoIhoT8qmaXm8n16OltQ18/W3r72jK1ixuZJbX8fS6bDeeySC9WdyX8dSYLb1sTHu/nzYROLvT1syM6p5yl+5PZGpnLxvM5bLmQy4Pd3Fk2LYyonHIW7UwgNreCD7bFsuZUBm+ODmRge/tmj0MqlXB/V3cGBzjw4dZYNpzL5udj6eyIzmPhmCBGBDu26ouyp48NO57tx1d7EvnxcApbI3M5klTE/0YFMCXM9Y6rrYuI3CryK+p4658odkbnA+qW6lA3S/bE5FNZr0BfJmHuAF+cLOS8sv4CJdUNujbrl4b562b6tAVn0ktYtDNel4U20pcxq7cnc/r56KY53404WsgZGujAlgu5nMkovTmBTOVFsa/WUNXBXK4rDzpbGt32pgcxkGkl+jIpgc7mnMso40JW2Q0HMhKJBDtTQ3LK6yisrP/XQKaqXkGB5g7H85J9au80BgdceWGPzCrnS40L5jtjg5oNYirqGvk5PI3l4am6Me22pgZ425niamWEm5UxrlZGuFgZoVQJ5JXXkV9RR67m37yKOtKLa6isU7ArRi3WBfWMkd6+NvTxs2Pj3N4kF1ax/mw2WyJySCmq5rUNkXyxWy36fbi7B0se7syTWeUs2hXPoYRCXVlpVm8vfn+sO7tj8vl0pzoFPWvlKQa2t+PNq8xgsjU15Iv7OzIpzJX//R1JWnENc1efZZC/Pe+MDWpV6lquL+PVEf6M7uDEqxsuEJVdwct/XWDT+Rw+nBByS0yrRETuFFQqgT9OZfLRtlgq6xXoSSWMCHEiu7SGvzXGdqFulswb6Muqo6mEJxUD6hL3BxNCCPNoOzFvVHY5n++KZ3+8+gJsIJPycA935g7wvWeypkHOFmy5kEtsbmWbb7u6XqHrYL1UI+NoLtfdSN9OR18tYiDTBnRwseBcRhkRmeWM6+hyw9uxM1MHMkWV/26wpz2JbEwMdHcupdUNZJTUaI7Jssn6tQ1Knl17DoVKYGSIIxM7X3mcRxKLmLv6DBUaB0dvOxOeGeTLmA7O1yWSVaoEorLL1W3UiUWcSS8lu6yWP09n8efpLAxkUoYGOXB/FzdeG+nPutNZLD+cQk55HZ/uiGfJviQe6u7O7D5e/DK7G8eSi/l0ZxznMsr47kAyq4+nM6e/D9vm9+WnI6msDE9lf3whhxMPMau3J88Mbtnhs7evLTue7cfSA8l8dyCJfXEFHEsu5tkhfq0WEwa7WLBxbm+WH0nli90JHEkq4r6vDvLC0PbM6t06obGIyN1ASmEVr22I5ESqOvMR7GJOOwcztkXmUteowkhfxvND2wEwf805ahuVyPWlLBjcjsf6tp2YN7+ijk92xLFBk6GWSSVM7eLKM4P8/nUkyt1GgJPaniImp/xf1rx+tGUlub4UEwMZedrWa4uLGRmPO+BGTQxk2gC1NX56qwW/2juEwqprCGQ0Iqsm2RjN/r1sTa5Il362K57kwmrszQz5YHzIFSWPqOxy5vx6muoGJX72pjwz2I9RIU5NOpcEQeBCVjkXssqoaVBS26j+qW9UUdug/kLytTfF194MX3tT5g7w4emBvtQ2KDmZVkJ4UhEH4wuJz69k64Vctl7IxdlCzuQubvz2WHfOZ6r1L/H5lfx4OJWV4WmM6+jCnP7ebHiqF3tiC/hsZzzx+ZUs2hnPqqNpPDPIly3P9OWTHXHsiyvgx8Op/H0um5eGtW9xDINc82U6NtSZ1/+O5GRqCR9tj+Pvc9mtbu/Uk0mZ09+HYUGOvLYhkmMpxXywLZbNF3L4ZFKHK4TZIiL3Alpjuy92J9CgUAcsozs4EZtXoQsmevvaMLu3F9/uT+JcRhkAPb1t+HhSSJuJResalSw/ksqS/UnUNKgzCeM6OvPskHZ3fBfSjRLorP5OSS2qprZB2aaDbnVCXzNDJBLJJa6+cl2ZSczI3COEuqkFv9E5FSiUqhu+89YFMteQkUktvFIfcyFLHZF3uGxmUaNSxZ+n1N0CH04IuaLbJ7usltmrTlHdoKSXjw2rZnXTCWgFQSA6p4ItF3LZGplDZkntNT8fS2N9/OxN8bU3pYuHNU/19+H1kQFE55Sz7nQWf5/LJqe8Tuf429vXhqcG+CDXl7LqaBrHU0pYfzaL9WezGBrowIv3tWfbgr5sisjm810JZJXW8tY/0XjZmvDW6ECm9/TgvS0xpGj8aX49ns7bY4Lo4tl8W6KvvSlrn+jBX2ey+HBbLHF5lUz67ijTe3jw8nD/JuMerhdPWxN+f7w7f57O5P2tsVzIKmfM4iPM6e/NM4P8kOuLRnoi9wbxeZW89FeE7vunm5c1LpZG/H0uG4VKwEyuxyvD/SmuauCp387SoFRhZqjH66MCeKBr24z8EASBXTH5fLA1VpeV7uRuydtjglrVpXg3YG8mx9bUgKKqBuLzK6/qiH69FFY2NcPLKVd//zuaixmZew5vW1NMDGRUNyhJKqzC3/HG7rq1owmuJZDJLNWcRJdoO7QZodDLhieeTS+lsl6BlbE+A/2bamfKaxqZueIkBZX1tHcwY9n0MF0Qszsmn4+2xeq6o0BtlNfT2wYzuR6pxTVEZ5e32DJeVtPIqTS1ydWak5lIJdDF05qhAQ7M7OXJqyP82RWTz7rTmRxJKiI8qZjwpGJsTAyY1duTpwf6suZkBtuj8tgdk8+e2HwmdnLluaF+7HthAH+cyuCbvWoPiFmr1DqZZdPCOJRQyNd7EonKrmDysmOMDXXmjVEBzfrPSCQSpnRxU4uBt8Xy15ksfjmWzt7YAj6c2LrJ1xKJWmg8sL09CzdFsz0qjyX7k9kemcdHE0NuijBPRORW0ahU8d2BZBbvS6RRqQ5YRndw0nXQANwX6MDULm58dkmr82B/e96fENxmNv/xeZW8uyVap7VxMDfktREBjOvo/J8R2wc4mXM4sYiYnIo2DWQu7VhKLaqmsk6BoZ4UDxuTZqsCtwsxkGkDpFIJwS4WnEgt4UJm+Q0HMteTkZFe9gEVBIHzmeo7Im2GSMsBTQqwXzu7K0otL/0VQWJBFY7mclbO6oq5XB9BEFh2MIVPd8YhCGCoJ2WQvz19/GzJK6/jfGYZe2ILqKpXXNfzUwnoxhN8sC0WX3tThgSoMy0fTgjhrzNZrDudSU55HZ/tSsDUUI9pPTxY83gPfjmWxrbIPNafzWJzRA4P93Bn3kBfJnRyYfG+JJ1O5khSEbP7eLFlfh+WHUzmj1OZbIrIYX9cAS+P8Ofhbu7Ntshbmxjw2ZRQJnZy4ZUNF3STryd1duXN0QGt8pawN5fz3bQwdkTl8dY/UaQUVXP/D8eZ1sOdV0cEtCrzIyJyO4jKLuelvy4Qm6t2wu3pbYOViT5/nMpEENQNAq+PDCA+r5Infj2NSlB/xhaOCWRsaNsEGKXVDXy5J4HfjqejEsBAT8qcft482d/nrmylbg2BzupARvt+tBW5mgyMnZkhZ9LVrsuhrpbkV9RRWacWcru3ocfPjfLferdvIqFulpxILSEiq4ypXd1uaBt2pteukdF+UKsa1MFEQWU9RVX1yKQSAp0uC2Q0iv0B7ZtmFzJLatgVk49EAj/N6IKzpRH1CiWvb4jSjSyY3sODV0b4czihkDf/iW4yAdbMUI/OHlZ0cLVAIpHQqFTRoLj4k1Ney4WscsprG5t9DkkFVSQVVLHsYDKBTuZM6+HBjuf6sS+2gO8OJBOfX8myg8msCE9lahdXljzUmd9PphOeVMzK8DT+PJXJ4/28mT/Yjwe6uvHulhgOxBfy/cEUNpzN5tXh/jzUzYM3NkYSkVXOmxuj2HA2iw8nhLSoVenla8vOZ/vpNDjrz2ZxKLGQ98YFMzy4dWZ3w4Md6eljw8fb41hzUj0VfH9cIR9NDKFfKzI/IiK3inqFksV7k/juYDJKlYClsT4jgh05klTEsRT1RW9SZ1fuC3Lg4+1xOsfcsaHOLBwT2GQe3I2iUKpYfSKDL3Yn6L5bRoY48tqIgDY1zrub8NV0a2qzJG2FtlwY4GTO2Qx1INPZw4pjyersV6ib5R1RJhcDmTZCq0uJzL5x5fj1ZGS0gUy1JiuizY6YGMiaiL3yK+qIza1AIoF+fk0vlus0Lpu9fWwJdrGgql7B7JWnOJlWgkwqYeGYQEYEO/HyXxG6OUq+9qZM6+5OVy9r/B3N/3WMgSAIZJTU6ETCEVnlRGaVXzGUMia3gtf/juSjbbFM7OzC4oc6kV5cw9IDamHgb8czWHMykzEdnHhzdCAbz2UTmV3OV3sS+fVYOvMG+fL99DDCk4p4d3MMacU1vLAugo5uliwcG0RkVjmLdsZzLqOM0YuP8FhfLxYM9sPY4MqPgLGBHgvHBDG6gxMv/3WB5MJqnvxNbXb3zrig65pOfjkWRvp8NDGEMR2cdJmfR1acZGoXV/43KrBNvTNERNqS85llvLROncEF9Y2RiYEea06qv0dcLI343yj11HutsZ2juZz3xwczJNChTY4hIrOM1zZEEqPJPPg7mrFwTBA9ff7bZVpthuvyTH1rUKkEnZ1HJzdLfj2WBkCYhxXbInMBdSbuTkAMZNoIrS4lNrfimp15L+fSQEYQhKumX00N1duvrlcHBNoTWLhMrnJQU1bq4GLR5G5IqRJ08020GaQl+5M4mVaCmaEeSx7ujLOlnPu+PEhpTSMyqYSn+vvwzGDf63puEokEDxsTPGxMGBPqDKg7Cw7EF7DlQi57YwuaBDWV9Qp+PpbOz8fS6e5lzezeXlgO1dc5/m48n8PG8zmMDXVmVAcn1p7KJLWomnc2x7D8SCqvjwxg53P9WBmexuK9iZzPLGPi0qNM7eLKH0/0YMn+JLZH5fH9wRS2XsjlvXHBV+iGtIR5WLN1fl8W70tk2UG12d3R5CIWjglqdf1dm/n5dEc8Px9L48/TWRxMKOTDCSEMDmibL30RkbagrlHJl7sT+PFwCipN2WhkiBP74wt04v+HurvTy8eG97fEkKPpbHmwmxuvjQxokxlklXWNfL4rgZ+PpSEI6huCl4a158Fu7tc8m+5eRqEZ5Kgva7vXIrW4mgqNJsbJQq4zP+3sbslb/0QB0EMMZO4tXK2MsDLWp7SmkbjcyhtSymsDmdpGJRV1iqvenetKS5pMjPazfLns9niKOgV4eeniSFIRueV1usmzOWW1rDiSCsAX93ekh7cNE5aGU1qjnqD92ZTQNhsVL9eXMTzYieHBTtQ2KNkfX8DWC7nsic2nXqHSracdROloLuepAT4sGOzH8iOpbI/KY1NEDjui8niwmxuTw1z55VgaWaW1zF19ll4+Nrw9NogJnVx0XhJ/ns5ie1Qerwz3Z2JnV97eFE1WaS2zVp1iVIgTb40JxKEZMbBcX8ZLw/wZEeyk0wQ8u/Y8myJy+KCVgkVjAz3eHhvEqA5OvPLXBVKKqnn059OM7+jMwjFBLc6SEhG5VZxOK+FlzbkJMDTQAbm+jF+OqYfSulga8caoAPbHFzDv93MAuFsb8/HEEHo1M+ftehEEgZ3ReSzcFE2+xsNkYicXXh8V0KrM6L1Go6bhQk/adl5V5zUt8iEuFrpKg5etCZV1CnLL69CXSdrUvLA1iIFMGyGRSAhxteRQQiEXsstvKJAxNtDD2UJOTnkd0Tnl9PJp+YvA9LLSkjYjo7osJVOucee93ClY2449vqMzcn0ZX+5OoF6hopuXNUMC7Pl0ZzzRORVYGevzy+xuLU6cBnV2J6mgiri8CmJzK4nPqyCpsAqZRIKpXA8zQ33M5HqYyvVwtTKms7slndyssDDWx8hAxsgQJ0aGOFFdr2BHVB6rjqY1KdHlVdSxcFM0tqaGPDXAh0f7ePHVnkSOJBXx87F0zAz1mNnbkwaFipVH0ziaXMyIrw/zSE8PFo4JYloPD97eFM2FrHLe2BhFmIcV3z7Uie1ReSw/ksrWyFwOJRTy8vD2PNTdo9k7vGAXCzbN6833B5P5Zq/aSO++Lw61SQtpV09rti3oy5d7EvjxUAobz+dwJKmI98YFMyLkxieqi4jcKDUNCl22UBDUnUBjOjizMyZPl4V5uLs7fXxteXdLDLnldUgkMKuXFy8Oa9dsyfZ6yS6rZeE/UeyJLQDUE5bfHx9CH7/WB0j3Go2aG0C9NszInNeUlTq6WXJWI/Tt7G7FMc3NcSc3qzb1rGkNYiDThoS6WnAooZCIzDKm9/C4oW10crciJzKXcxllVw1ktF8U2kBGex29PJDRmkJdfsIdTlSXnMZ3ciEur4K/NOLe10b4czK1hGUHkwH4aGKHFoMYlUpg84UcPtsVf13+Mlp87U3p7G5JmIcVvXxscbM2ZlKYKxM7u3AmvZQV4ak6bQ6oWwHf2xKDmVyP+YP8mNbDg6/3JhKbW8HifUk4mst5sp83MbmV7InNZ2V4Gpsjcnh5mD/rn+rF6uPpLNoZz5n0UqYsO8ac/t6se7In72yOISKzjDf/iWb92WwWTe6An4PZFcerL5Myb5Afw4IceemvC5zX1Os3R6jN7lo75uC1EQE6TVJCfhVPrT7LyBBH3hkbfM/YqYvc+ZxIKealvy7o/FhGd1AbY/6kydi6WBrx5uhADiYU8NTqs4DaS2TR5FC6eTXv2XQ9KJQqVh1N44vdCdQ0KNGXqcvacwf63hHC0jsRhUpbWmrDjIw2kHG3ZM3JDECtj9Fm+Xt4t/69bivEQKYN0abZjiQW/avGpSU6uVuyNTJXdxK1hIlWI9PQVCNzuaVLTYNWBHzxra6uV+jGEPjam/LCnxEIAowKcaKDqyUDPtuPIMD9Xdxa7NQ5nFjIx9vjiM6p0GxfRoCTOf5OZvg7qm3JpRKorFNQUddIVb2CiloFiQWVnE0vJa24Rte19OfpLN1zH9PBmdEdnOjiaU0XT2uySmv49Vg6vx5P1wVllXUKPtgWi5mhHk8O8OHh7u58dyCZ7LJavtmXRDsHU2b39uJgQgHJhdW8vP4Cq09m8M7YIPa80J+F/0SzKyafJfuT1TqZ8cGkFlXz6Y54zmeWMeqbIywY4secft7Nmhv6OZix/qlerAxP5bNd8boM0JujA5japXXZmY5ulmx+pg9L9iWx9EAy2yLzOJZczNtjg9qsbVVEpDm0WZhVR9MAdcAytqMzmyNyyCq9mIXp186OdzfHkF2mXjazlycvD2/fJlmYy8W8XT2t+HBCSLM3FiIXaVSqv/jbSiNT16jUtXKHuFjwiqbM1NnDkq/2qOf19biDBNZiINOG9PC2wdhARl5FHdE5FTekKenkbgnAuYyyqwZDl5eWtKsJLWRkjC/JyGgHf5ka6mFsoMeRpCIAnhrgw/nMUjJLajGT6/HmmMBm971oZxxL9ifrtvFkf29m9/G6ri+y4qp6zmWUcSajlDNppZxOL+FcRhnnMsp4f2sMPbxtGBvqzPBgR14bGcCCIepx9Yv3JemGZVbWK1i0Mx5zuR7PDPJDoRJYdjCZhPwqEvKr6NfOjt6+tmw4m01EZhnjl4QztYsrH04MYWJnVxZuiiKtuIbpy08ysbMLf87pyWe74tkXV8CinfHsiMpj0ZQOzfoCyaQSHuvrrfbBWRfB6fRSXlkfyY6oPD6e1KFZvc21Yqgn4/n72jMs2JGX1l0gJreCBX+cZ3NEDu+PD8HR4sa3LSLSHKfSSnhpXQRpGrfWsaHOSCXw3QH159zF0oiFYwI5lFio60hyszbi00mhbdIxVNug5PNd8SwPT9WJeV8f6c+UMLdmfZ9EmqLQBDJtNc8tOqcChUrA1tSAyjoF1Q1KzAz10JNKKKisx0BP2qpRLm2NOMWuDZHry+irqd/u1kx9vl6CnC3Ql0koqqrX3QU1h07sW3e5Rqbpes2VlnLLLs7LSCqooqZBqcuo7NXUowe0t2/WqG3tqQxdEDOzlyeHXh7IvEHNtzFfDRtTQ4YEOvDKcH/+fLInx18fzMIxgXRyt0QlwNHkYl7dEEnXD/bw/J/nSS2qZnpPTw6/MpB3xwVhc4kQtkKToVl7KoO3RgfyRD9v9KQSDiUUsvZUJuM6qrM8AH+ezmLw5wepqG1k9/P9mdHTA4kENpzN5uGfjjMyxInPpoRiLtcjMls9VuCbvYk0KlXNPg9PWxPWzunJ6yP9MdCTsj++kPu+PMQ/57OvCCqvlyBnC/6Z15sX72uHvkzCntgChn55kD9PZ7Z62yIioL7zfn9LDFO/P0ZacQ1OFmph/dmMUjaezwHUWZh3xgbx3tYYfjuuLjFM7+HBjgX92iSIOZVWwshvDvPTEXUQM76jM3tf6M/9XZs3rxS5El1pqY1eryb6GI1/TCcPK90w0E53iH+MFjGQaWOGaFpn98bdWCAj15cRqDFrO3eV8pL2jr+yXkFJdYMuI6O8LJLRtjZfGmho3RodLeS6QZPBLhbIpBJdIDMk4MqW5KPJRfzvb3Xb3fzBfrw9NgjrNuqssTeTM6u3F3/P7c3hlwfy8vD2+Dua0agU2HA2m1HfHOHBH45zOKGIad09CH91EG+MCmjS2aX1jonMKufzqaH09rWhXqE2z7qQVc68gb4EOZtTXtvIy+svMOeXM8zs7cWGp3rh72hGaU0jL66LYMPZLFbO6sqQAAcalQJf7E5g3LfhRLcwXVYmlfBEPx+2PNOHEBcLymsbWfDHeeauPkvxNZgbXg2tLmfr/L6EulpQWafg5b8u8MiKk2RpxlSIiNwIZzNKGfn1xQBiTKgzvXxs+e5AMlmltbhYGvHTI13Ql0l57JfTZJaol61+rDvvjQ9utXtubYOSdzerg6jUomq1u/jMrnz1QCexI+k6qdN8z7eVRubSQEbr6BvmftEI707z7REDmTZmkL89EglEZVfoAobrpZMmZXdOEwk3h6mhns4aOja3oolXQ0l1g+7/2tJTk9LSJRNMIy45YTNLaojPr0QmlVwxYyivvI4nfz2DQiUwJtSZ54b43dBzuxbcrI2ZO8CXHc/24++5vXRiw2MpxTz2y2mGfHGQdaczeai7O0dfHcTLw9s36TQ6llLMgj/O42iubg11NJeTUVLDt/uTsDMz5JGeHsj1pRxLKWbYV4c4mlzM33N78+oIf+T6Uo4mFzN9+Un6tbPlq/s7YmmsT0xuBeO+DddN922Odg5mbJjbi+eGtENPKmF7VB73fXmIndF5za5/PbTT6HJeH+mPoZ6Uw4lFDPvyEL8eT0fVwqwrEZHmqGtU8tH2WCZ/d5SUomoczA2ZP9iP6OxynaP3Q93deX9CMO9tjdFpZh7s5s6OZ/vSuw3aqk+llTDi60Os0JSSpnZxZedz/Vr0dBK5OtoBji5WbTO/6nym+trT0c1KF8h09rDkeIo6I3OnGOFpEQOZNsbG1FBXO9S2DV4vl+pkroY2cxObW4FcX6ZrsU4uVBsXCYKg82Ux1L/4VudqNDKOFka6jEyomyX74tTHG+ZhdcVsod9PpFNRpyDYxZxFkzvcMtFpJ3crvn2oM4deHsicft6YyfVIKarmzX+i6fXxPn45ls7MXp6ce2so8wf5Nnns+rNZvL81llEdnHikpwd6UgkH4tXlptEdnOnmZU2DQsWinfFMWBpOdy9rdj3bn+5e1tQ0KHnrn2jWnspk5cyuDA9yRKES+GZvImO/PUJkVvPZGX2ZlAVD/Nj4dG/aOZhSXN3AnF/P8Pza8y2OarhW9GRSnujnw/YFfeniYUV1g5I3N0bx0E/HSW9ja3KRe5OITLWz9fcH1eZ2Y0KdGRrowLf7EnVBzQ/TwzAxkDF71SnSi2twtpDzy+xufDQxBLNWmtvVNih5Z3N0k1LWqlld+XRyqOhq3QqSNN/5vvamrd5WcVU9mSW1SCTqrH1WaS1SifrmuaiqHkM9KR0116g7BTGQuQloy0t7blAn08lNHQjF5Khdglsi0Nlctx6At516CmmK5qSWSCS60k9x1cUsjTYNqSeVEJernkjbwdWChHz1/7t5Nm2rU6oEXWfRk/19bktt1MXSiNdGBnDstcG8PSYQDxtjymoa+WRHHP0+PcCGM1k8PciX8FcH6RyEtSw/ksqOqDyev68dvXzU5aa/zmRRWFnPg93csTLWJy6vkonfHWVFeCo/zejCO2ODMNKXcSylmId/OkFvP1sWP9gJaxMD4vIqGb80nM93xbeonQl2sWDzM314aoAPUglsOJfNsC8P6ZyWW4O3nSl/zunJ22MCMdKXcTylhGFfHWL5kdQrSosiIqCekbRoZxwTvztKUkEVtqaGvHhfO5IKqvjteAYqjTbly/s78vmuBH48fDFTsuO5fm0yC+xkagnDvz7EyvC0JlmYAe3FLExraFCodBkZP/vWd3dpy0o+dqYkaq4J7R3NidJ4e4V5WN2Qc/3NRAxkbgJDA9UfzGPJxbrSzvXgZm2EjYkBDUqVrr25ObSDD7Wtij6awWHJhRfvzp0t1VqanLKLZS5LI3Vwk1Vag0Jz4XOxNKJSIxy2NG56Z3QooZC8ijqsjPUZ2kYzU24UU0M9Zvb2Yt8LA/h8Sihu1kYUVdXz9uYYBi46wOGEQr6cGsqfc3oS5Hyx26igsp5Pd8RjbCDjtRH+2Jupx9KvOZlBL19b7gt0QBBg1dE0hn15CFcrI3Y825dumuzMmxujWHMyg5UzuzKqgxNKlcDifUlMXHqUpILKZo/VUE/GK8P9WfdkL7xsTcirqGPGipP87+9IXVv8jSKVSpjZ24udz/ajl48NdY0q3tOINpM0s3BEREA9qXrs4nCW7FcPehzVwYmJnV10HkxWxvosfrATfg5mzFhxkvj8SmxNDfjpkS58Ojm01SMGahuUvL0pmvt/OEb6ZVmYthhf8F8nrbgapUrA1FAPB/PWa4simtPHeFjqjPDutLISiIHMTcHHzhRPG2MalCqd8dz1IJFIrqm8pM3IJBVUUa9Q4qNJKyZfciFz1ljoNwlkNIFKWc3FUodEIqGyTv375V8uf5xSdypM6OR6x0TiMqmESWGu7H1+AO+PD8bB3JCc8jpe3RDJkC8Oklteyz9P9+bTSR2adF/tiS3go+1xTApzZVJnVwC2XsglKruc2b29cLM2Iqe8jkd/Ps3XexP5YXoYC8cE6rQzD/14nJ7eNix+sBMWRvpEZpcz6psjrApPbVGrEuZhxdb5fZjZyxOA1ScyGP3NES5oynqtwd3GmNWPdefDCSGYGupxJr2Ukd8c5rsDybr5KyL/TRRKFd/sTWT8knDi8yuxMTHgleH+5JTV8sOhFBqVAkMCHPhpRhdWhqeyaGc8jUqBYUEO7Hy2X5sMeozMKmfU4sOsOqrOwjzQ1U3MwrQxifkXy0ptUfI/d0kgc1oTyHRys9LpY+4k/xgtYiBzE5BIJLrBf7tjblQn8++CX2cLORZG+ihUAon5VfjYakpLRZdmZNSBTLam5RouCWQu02xoMzJm8osXfqVKYH+cOhib0sX1hp7LzcRAT8q0Hh4cfGkgb4wKwNrEgLTiGhb8cZ7Jy47R3tGMY68NYk5/7yaP++5AMucyS3l2iB/u1sbklNexIjyVQCdzJoe5qstBZ7MZ/tVhvO1M2bGgH1091bqUNzZG8cepDFbM7EpfP1vqFSre3hzDjJUndULqy9HOVVr9WHcczeWkFFUzcelRvt2X2OpykEQi4aHu7ux8rh/929nRoFDxyQ51GSEur+WMnsi9S3JhFZOWHeOL3QkoVALDgxx5uIcHX+9N4FxGGWaGeiya3IGB/nZMX36SsxllmBrq8dmUUJZNC2syYPZGUKoEluxPYsLScFIK1dqbn2d34+NJHcQsTBujzcC2hT5GoVTpSksuVhc1lNamBpRUN2CkL9MNSL6TEAOZm4RWJ7M/vuCGLlSdNLOarpaRkUgkBDipa6KxuRW6jExGSY2us0YrAL40I6MV1ZXXNB/ImF8iusuvqKNBqUJPKqHdHeyuKdeX8Vhfbw69PJAXhrbDxEDG+cwyxi0J593NMTzWx5s9z/dvov9JKazmqz2JhLhYMLGTC1IJ7IzOZ39cATN6eeJpY6wrB/1wOIXlM7vy5mh1diY8qZhHlp9gTKgz74wNQq6v7iS678uDbI7IafE4e/vasuPZvowKcUKhEvhsVwL3f3+MzJLWt1K7WBqxalZXnQ/OhSy1D87XexJb7LQSubdQqQRWhqcy8uvDRGSWYS7X4+Xh7amsb+SbvYnUNaro7WvDL492Y2tkLv/7O4qaBiU9vK3Z8WxfJoe5tvquPrOkhgd+OMainfEoVAIjQxzZsaDfFZ2QIm1Doqa03RaBzMm0EirrFNiYGJBVUoMgqBtB0jU3x108rTDQu/PChjvviO4RunhaYWGkT0l1w1WzKi3Rwc0SiUQ9OK2govm7fIBAJ7V7cExuBfZmhpgYyFCqBDJK1CeeczOBjLYjqay2ocm2KjSlpUszMtrHOVnKmx2meKdhaqjHM4P92PfiACZ2cgFg3ZksBn12gP1xBfz6WDc+mRTS5DFbI3PZGpnLrN5euk6jleFpuFkbM0oztPH3ExmM+uYwQc7mbF/QT9c19PJfFziRWszqx3oQ6mpBRZ2CZ9acY/6ac1cEilosjQ349qFOfDE1FFNDPU6nlzLi68P8dSar1UZ3EomEyWGu7Hm+P0MD1T44X+5JYPyScJ0oXOTeJLuslod/OsE7m2OoV6jo62fL3IG+fHcgmfCkYuT6Ut4ZG8SD3dyZteoUB+ILMdCT8saoAH5/rAeuVjc+KwzUXZJ/nclixNeHOZVWiqmhHp9PCWXJQ53FSe43EW1Gxq8NApld0eoGlcEB9uzSNKsMD3IkPFk7X+nOKyuBGMjcNPRlUga2V9+B7I69/u4lU0M92msyIFqRVXNodTKxuRVIJBJdViapQBvINCf2vVIjAxfN8y7tStLOU7l8evadjoO5nC/u78j6p3rRwdWCynq1+++Irw9jby7n1P+GMPaS7qZ6hYrlR1JxtTLm4e7u6MskHE4s4mhyEY/09MDF0ojMkloe+OE4vx5L5+fZ3XhpWHv0pBK2ReYxd/UZnhvajgWD/ZBJJWyKyGHYV4c4kljU7PFJJBImdnZl+4K+dPW0oqpewYvrInj697OUVjc0+5jrwd5czg/Tw/jmwU5YaX1wlhxh8VVcikXuTrQBxPAvD3EspRgjfRkvDWuPuZE+H2+Po7JOQUc3S/54oifnMkqZ9/s5ymoaCXI2Z8szfXisr3erHXRLqxt4+vezvLgugqp6BV08rNi+oC+T2iDDI9IySpWgkxK0NiMjCILOkb6bl43O/K6Pry2HNN2WA9rfmVk1MZC5iQxuZRv2II05lDZKbg5taSkmpwJBEC7pXFJH6doAJK+iTif+1Gpk6i8rNzTXqq0dk+B8lwUyWsI8rNg4Vy36tTU1IKWwmlkrT/HWP1G8MSqAlbO6NlH674srYPWJDB7t402gkzmlNY38ciydIGdzRmnGHKwIT2XM4iP09LFhw9xeeNuakF9Rz8yVp6iqV/D7Y911XUrTlp/g3c0xLbbRu1kb88cTPZsERcO/PnRDIvHLkUgkjA11Ztdz/blPk535fHcCE5ce1bXai9zdFFXV88SvZ3hxXQSV9Qo6u1vyxugAfjueztYLucikEp4b0o6XhrXnqd/OsPF8DlIJzBvoy99ze7dJufhwYiHDvz7Etsg89KQSXhrWnrVzerZqGrzItZGpkREY6klbnVGLya0gu6wWI30ZDQoVCpVAewczkgorqVeo8LY10XmX3WmIgcxNpH97O/SkEpILq0ktun7DsvuC1JOnD8QX6LxfLsfP3gx9mYSKOgWZJbV4awS/2v5/W1ND9GUSVMLFYZHN2X9X1Stw1Iw9yL+klKXN5LjepYEMqFuVp3Z1Y9+LA3isjxcyjevu4C8Okl9ex74XBvB4X68mj1l2MBk7M0Od8HdXTD7nM8qY088bB3NDUoqqmfzdUfbE5PPPvN483N0dUHvWLNwUzedTQ5nWQ71sRXgqE5Yc1QWXlyOTSnhac2HxtlMHRdOXn+TdzTEtvu/Xg52ZId9PD+Or+zvqOq1Gf3OE7w4ki74zdzE7ovIY9uUhdsfkoy+TsGCwHx1cLfnf31HkltfhZWvC2id6UKdQMm35CXLL6/C0MWbdk714cVj7Vmsd6hVK3tsSw/TlJ8mvqMfbzoS/5/bm6YG+d0UZ+l5AK8b1czBt9Wuuzcb09bPlQLy6SWVYsCNbInIBGB3qfMdm18RA5iZiLtfX1RT33kB5qYOLBY7mcqoblBxNbr5EYaAn1anIDyUW6rqdjqeUIAgCUqkEL01wo/WkMTHU0wU8WtKKqnXzm/IuCWS01zmZ9O4/Vczl+rwxOpBN83qry011Cl7dEMnsVad4sJs7f8/thYfNxbuagwmFbDibxf1d3XG3Nia7rJbvD6XQ18+OEcGOqAT4Zl8SM1ac5Mn+Piyf0QUbjWHeA98fx9PGhJ8e6YK1iQExuRWM/ubIVQc+hrhasPWZvk0CoPFLwnVBaWuQSCSM7+TCruf6McjfngalurNp8rKWAyyRO5OKukae//M8T/52huLqBvwdzfhkUgd2ROXpxgk83N2dxQ924p3NMXx3IFnX+rx1fl/CPFo/tTitqJrJ3x1j+ZFUAB7p6cHWZ/oS4mrR6m2LXDuHNaXrXj6tHxuhzfz39bPVGXf29LbhkCY7PEaTkb4TufuvTnc42uGLNzINWyqVcF+Qujy1M6rlx2vnkxyIL9CpyvMq6nTGeF00nTqn00p0jwl2afqFk3ppIHNJC7G5Rvir9Zi5FwhytmDDU714Y1QARvoyTqSWMPzrwxxNLmbLM314tM/F7IxKgDUnM3CykOs60f46k0VyYRVz+ntjZqjH2YwyRnx9mMo6BTuevRgovL81lpVHU1k5syu9fGyobVSLg+f/cV4nrL4cIwMZ748PYcXMLtiaqoOiMd8e4fcTGW0y8drBXM7yGV1YNLkDZoZ6nMsoUw8OPJwiZmfuAo6nFDPiq8NsOJuNVAJz+nkzuoMTr66P1BnZLZ/RhWAXC6YsO0ZkdjmWxvosm9aZjyd1aPWgR4B/zmczevER3bZ/eqQL744LxsjgzvCY+q8gCIJOg9enlfOvskpriMmtQCpRX3fqFSrcrI3IKKmmUSng72iG3x3ctSoGMjcZrU7mdHopZTXXL+K8L1BdXtoTm9/ihUYrwApPUouzunpaaX5Xn+TaluOTaRe7pzq4XhnIOGq0IgWVFwMZM10g0zon2jsNPZmUx/p6s+u5fvT1s9XNXJqy7BjjO7qw9okeOFvIdeufSC0hPKmIB7u5Y2tqSEJ+FSuOpDK2ozOd3S2pqlfw7NrzfLgtlq8e6Mj744N1bdozV55kdm8v3XDLzRE5jPz6MGev0s02yN+B7QvUx1bXqOL1vyN5+vezLXZCXQ8SiYQpXdTGZFofnPe3xvLAD8dIu4ESqMjNp0Gh4uPtcTz443Gyy2pxtzbmqwc6EZFVxme7EmhQqhgS4MAfT/Rg7alMXtsQSW2jkt6+NuxY0I/hwa2/m65pUPDyXxEs+OM8VfUKunlas31B3zYxzhO5fpILq8irqMNAT0o3L+t/f8BV0N5od/W05mSq+oZ3eJAjWy5oykp3cDYGxEDmpuNmbYy/oxlKlcCB+OsXcHb3tsbCSJ/i6gadXfTlBDqZ42BuSG2jkpOpJbrptEc0gUwXTWATnV2us8a/1oyMdkhcSxmEux03a2N+md2NL+8P1c1cmrA0nBOpJWx/tp9O+wLqrq41JzPo4mFFXz9bGpUCq09kYKgnY1oPd6QS+PtcNqO+OUyAkzlb5/cl2EUtGH7sl9OUVDWw5vEeuFkbkVVay5Rlx1iyP6nFANXOzJCfZ3Xj9ZH+OiHwyG8Ocya9pNn1rxdnSyPdMEATAxmn0koZ/vWhq7oUi9x6EvMrGb8knGUH1SWi+7u4Mae/N//7O5LjKSUYG8j4eGIIM3p58NCPJ9il0cz8b2QAv87ujuMlAfmNEpdXwdhvw/nzdBYSCcwf7Mfvj3fHyeLu1c7d7WjLSl09rVo9/04byAxob88+zbDjrp7WHNV0Lo3u4NziY+8ExEDmFqAtSdxIG7a+TMpgTeloZ3Res+tIJBIGaiy/98cX0FtTLz2eXIxCqcLF0ggnCzkKlaBzbbx0DhFoAhmL5gKZezMjcykSiYQJndTeK1qjui92J/DIipM82seLn2d3w+YSH4wd0XlkltTwcHd35PpSjqUUsyMqj/mD/XC1UrdpT/3+GFsv5LJuTi/daIKfjqTywdYYlk0LY0yoM0qVwKKd8UxffqKJwPpSpFIJT/TzYf1Tav1OdlktU78/3iaOwNrn/mA3d3Y824+e3uqZTW9vjuHhn07oWu9Fbg+CIPDz0TRGLz5CjGYm0mdTQqlXKPnf31G6tuqNT/cmqaCK6ctPUlBZj49GdPt4v9a3VQuCwOoT6Yz7NpykgirszQxZ/Vh3nh/aDj2ZePm4nVwsK7WuJbqspoETmiyMiaGMynoFdmaG5FfUoVQJhLhY4HmZpvJOQzwTbwHa1OvB+MIb6kLR6WSi81rUSWhnl+yPKyDYxQJzuR6V9Qois8uRSCR01ZSXTqWqszpmcv0mgt/Uomrd7znldZRovEy0duL3kkamJWxMDfn2oU58/UBHzOV6RGSWMfKbw6QXV7PvhQG69muAtOIaVp/IYHiQI772phRVNfDVnkQGtLdjVIh6qOQXuxOYseIkc/p78/30MCyM9InIKueB748zPMiRRZM7YKQv42hyMcO/OsT+uJbHWYS6WbLlmT6M76gOgD7blcDDPx1vcSTC9eJmrZ7Z9N64i1O/h395qE1M+kSun4KKOmauPMXCTdHUK1T0a2fHx5M68PXeBF0L9bND/PhoYggL/jjPTxrR7bQe7mx5pu8VGdcboaKukXm/n+N/f0dRr1AxoL0d2xb0bRNhqUjraFSqOK7xF+vr17r3Q+s+7+9opjPNHBbkcNeUlUAMZG4JHVwscLaQU1WvuCHRb792dhjqSckqrSU2t/kOlt6+NujLJKQV15BRUqP7stHqZLS6mdOXlCUu7TAor21EEMDHTh3MnNWUsWxM1ZmInDa6YN7pSCQSxnV0Yedz/ejjq9anvPVPNPPWnOWNUQF8OqlDk/U3ns/B2ECms1//7XgGOeW1vDC0HaaGepxMK2HUN0cw1JOybYG6Y6SyXsHTv5/lfGYZ65/qpfOrmbXqFJ/uiGtx2KOZXJ8v7+/I51NCMTaQcTylhBFfH7phn6LLkUolTO/pyfYFfensbkmlxqTviV/PUFRV3yb7EPl3dkTlMeyrQxxMKMRQT8pbowPp5mnF3NVnySypxcXSiD/n9MTBXM6EpeHE5lZgY6KeVv3++JA2Ed1G56hb9LdG5qInlfD6SH9WzOjarHWDyK3nXEYZ1Q1KrE0MWu3tou1WGuRvr7s+dXKz4qSmOWSUGMiIgPoCMTlMPXDxz9OZ1/14YwM9+mkulC2Vl8zk+rqsy/64Anr7Xa6TUf/tbHqp7kIZctldW3x+pa41UytEbe9ohkQChZX1TUTA9zpOFmr9yKVzlIZ9eQhjQxl7nu9PwCVfHheyyjmWUszYUGfM5OpOoB8Pp/DMIF+CXcwpqW5g5spT/H4indWPdWfuAB8kEvUU7Of/PM9nU0J5pKcHAEsPJPPwTydaHEshkainfm95pg9Bzhf1N29vim7RdO968bQ1Yd2TvXh5eHv0ZRJ2x+Qz7MtD7Ihq/twTaRuq6hW88tcFnvztDKU1jQQ6mfPjI13YFZPHZ7sSUKoExoQ68+eTPVl5NI3XNkRS16jO1mx/tu1Et+tOZzJx6VEySmpwsTRi3ZM9eaKfT6vLVCJtxxFNS3RvX9tWvS91jUpdq7W1iQHF1Q260TqCAJ3dLVtttHcrEAOZW8SULm6AOrDIKr3+AYHDNOZ4LQUyQBOdjLYd72x6GTUNCto5mGEm16O6QanL6oRqBlNqOZ5SrAtktMJiY4OLnjPR/7FZPVKphBm9PNk6v69ujtK838+x/EgqfzzRg9m9L7ZpNyhUbIrIobuXNcEu5lTUKfhoexxBThbcr3nvl+xPZsaKk8zo5cnPs7rp2qsnfXeUUFdLFj/YCRMDdTv4yG+OtOgdBOBtZ8qGub14TNMqvupoGpO/O0ZGceuHT4LapG/uAF/+eboP/o5mFFc38ORvZ3j+z5Zbx0VunHMZpYz65jBrT2cikcBTA3x4aoAPz6w5pxP0fjYllNm9PXngB7X+Sk8q4bUR/qya2RV7s9YLeusalby24QIv/XWBeoWKge3t2Dq/j86bSuTO4bDmBrVvK9uujyYXUdOgxMlCrnNxHxLgwPYodVlpTOidLfLVIgYytwg3a2N6+dggCGofkutlsL89MqmEuLzKFi9WA/3VWZsTKSU4mBviYmlEg1LFqbRSZFIJXTRByilNyrCjm6VuEjbA0eSLgUxEVpluJk+Qs2Yw5X8skNHiY2fKX0/1Yt5AXyQSta/M1GXHeLCbGytmdtF57QDsiS1AoRQY1cEJiQTWns4kLr+S10f664KUUd8cRiaVsG1BX3r7qv1lXlgXwbGUYv56qhf+jmYUVdUz7acTfLsvscUOIkM9GW+MDmTlzK5YGasde0ctPtymmZNAZ3P+mdebpwb4IJXAhrPZDP/ykK5kKdI6lCqBJfuTmLzsGOnF6gzIypldKa9t5Jk15yivbaSDqwVbnulDcVU9U5YdI7OkFlcrdaZkTv+2yZRkltQwedlR1pxUB1IvDG3H8hlddQNmRe4cymsbidA0bfRppT5GW0oaEuDALs1NcoiLOWczypBIYGTInV9WAjGQuaXc31V9Z77udNZ1t7damRjo/GB2xTR/ofKxM8XVSh28hCcV08tH7Sp8VKuT0XgNaOf46MukTYaAncsoxcnCCAsjfeoaVcTmqgMXbYdTdE75dR3zvYS+TMqLw9rz6+zu2JoaEp+vNqorqmxgz/P96e17cSpsXF4le2LymRrmphb4Zpbx3YFkXh3hrwlSGpi2/ASrj2ewalY3nhvSDolEPWH7lfUX+PahzkwJc0UlwGe7Epi16pROfN0cA/3t2Tpfo2upU/Dkb2d4b0sMDYq2GQ5pqCfjleH+/DmnJx42xuSU1/HwTyd4e1M0tQ1tU876L5JXXsfDPx1n0c54lCqBsaHOfDE1lPe3xvL7iQwkEniyvw/fTw/j7c0xfLQ9DoVKHSRvW9C3zTIl++MKGL34CFHZ6s6oX2Z345nBfmIp6Q7lWHIRKgG87UxaNQNPpRLYHaNuMHC0kJNTXoexgYwKTYdqdy9rnSXHnY4YyNxChgU5YibXI7usVteff32Pv9i91BwSiUQ3aHJ/fIEuWt8dm48gCAzVtIEfSSqivFZdHtC2hgM0KgXOpJfS2d0SuFhe0mZk/mulpebo42fL9gV9dUZ1L6+/wAfbYln6cBjzBvrq1qtXqFh7OpMuHla0dzCjtKaRtzZFMyTAgfu7uCEI8PXeRGauPMlD3d1ZNasblsb6XMgqZ/Kyo4wOdebTyR2Q60s5mFDIqG8Ot+gjBGpPmLVzeupmRi0/ksrU74+1aQt1F09rts3vq/PWWXU0jVGLD+vuDkWunZ3R6uGgl5aNOrtbMn35SV2b82+PdqePry1jvw3nUEIhcn0pH08M4dsHO+m6CVuDUiXwxa54Zq06RXlto7ozbn5f+vrdmROORdRs1nQTDdJICW6Uc5mlFFXVYybX05m1Dmx/UfB7p3vHXIoYyNxC5Poyxnd0AdQlh+tlqEYnczq9lMLK5rtItDqZvbH5DGhnj6GelJTCaqJzKvBzMMPP3pRGpaCb/aQdbKnl0vLSaV0go87IpBfXiPoILhrVaZ16/zmfw7hvjzAyxIkVM7tgeokN/N64AgQEXVnx2/1JFFXV8/aYQIz0ZYQnFTNm8REsjPTZ8kwfOrhaUFbTyMyVJ8ktq2PDU73xtjUht7yO+78/xsrw1BbbofVlUv43KpAfpodhLtfjfGYZo745zL64tulqAvWcrg8mhLBKMzU8pbCaid8dZfHexBa7rUQuUteo5H9/RzLn1zOU1TQS4mLBmsd7sDsmj7c3x+gcerfM78PR5CKmrzhBYWU97RxM2TSvDw90c2+TwX2l1Q3MXHmSb/YlAepZSX/O6YHLXTwc9r9AZV2jrktxfCeXVm1r/dlsQN2ttF1TjvZ3NCMyuxyZVMKIYMfWHewtRAxkbjHa8tLO6LzrHlngYmlEqJslggAbz2U3u05PHxssjPTJr6gnIqtMl3HRrj9CU/PcFqmO6s3l+nT3vmhvfSy5iG5e6jJJeFIRjUoVViYGui+4s1fJCvyXkGrEsNov/7TiGiZ+F055bSPbF/Rt0hGWkF9FZFY5I0McMdCTsjeugBXhaXw8KQQfOxPyKuqYuuwY4UlFrHuyJw91d0cQ4Ms9CXy6M45fHu3G6A5qo753Nsfw/J8RVy3p3BfkyNb5fXVB0exVp/l4e8tt3TfCgPb27Hy2H6M7qD1zPt+dwP0/HG8zsfG9SFxeBWMWH2H1iQxAPSfpzdGBzF19lp3R+RjIpLw9JpB3xwXx1G9nWbJf7eT7UHd3Ns3rQ7s2mnUTn1fJuCXhHE4swkhfxlf3d+TdccEY6omzku50dkTlUa9Q4WtveoWp6fVQ06Bg0/kcQN2hmVVai7lcj3pNObqXjw02d1GrvRjI3GKCnM0JcDKnQaHiH82JdD1oO2DWnGp+iKBcX8a4juqU4F9nsnT/3xSRg1IlMEoTyBxKKNKZ3A32v1heiswux8/eFBsTA8pqGjmRohYG92unLlNdzbTtv0iYhzVb5/ehfzs76hpVPLc2guVHUlnzRA8eumS8QWW9gm2ReQxqb4+LpREZJTW8/NcFZvby5L5ABxqUKl5ZH8k7m2NYOCaQz6aEYqgn5UB8IQ/8cJw5/Xx4a3QgMqmEv89lM3nZUTJLWg4a3KyNWfdkT52r8LKDyTz4Y9sZ6AFYGhuw+MFOfHl/KGaGepxJL2XE14dYd5UJ3/9FtA69Y78NJ7GgCjszQ36Z3Q1bU0MeumR20vqneuFlZ6orI5rJ9VjyUGc+nBDSagt6LTui8piwNJyMkhrcrI34++lerb6zF7l1bDyvviGd0MmlVZm5LRdyqapX4GljTEphFQATO7uyR5OpH3MXlZVADGRuORKJhPu73LinzNiOzhgbyEgprNYN97ocrWfNzug8OntYYWGkT0FlPSdSimnnYIqPnQkNShV7NTM1LtXJqAR1V5PWTVjbhjdIE+zsjSsQL1KXYWlswIqZXZk/SK2RWXU0jZkrTvLsYD8+nxKK7JLS3Y7oPFysjOjqaUW9QsWb/0TjYWPcRPD74A/H6etny99ze+NhY0xWaS2Tlh3F3Eif3x7tjo2JAdE5FYz99ojOprw5DPVkvD02iCUPdcbUUI9TaeoW32M3oM9qCe14h20L+tLN05rqBiUv/XWBuavPUnoVgfJ/hZLqBh7/5TQLN0XToGlpXvN4d1YdTeODbbE68e7meX3YHZPHzJUnKa1pJMjZnK3P9G0zMzKVSuCrPQk8+dsZahqU9PKxYdPTffB3bJ2ZmsitI6+8TqetHNvKtui1p9TXngHt7dmruTnt5mVNXF4l+jKJzu7jbkEMZG4D4zq6YCCTEp1TQVT29XUCmRrq6U7iNSczml0nxMWCdg6m1CtU7IzO07XQbTyfjUQi0f2+VVNecrcxpv0laetDiYW6abk7o9VTt3v72mCgcRdOLKi6vif8H0AmlfD8fe356ZEumMn1OJ1eyqjFR/CwMWbzvD5NtAcnU0soqmrQ1aB/PJzKucxSvn6gE+ZyPc5mlDF68RF1+ndeH4YE2NOgUPHiugj2xOaz8enedHC1oLSmkUdWnOD7g8lXDS5HdXBi8zN9CHAyp7ha3TH10+GUNg1I3ayNWfNED14e3h49qYTtUWoxq7ZD7r/IydQSRn59mD2xBRjI1A69Tw3wZfryk+yLK8BAT8oHE4J5e0wQc38/wzf7knSlpPVP9cLdpm2MyKrrFcxdfZav9iQCMKu3J7/M7oaVidhafTexKSIbQVC7tLtZ3/i5kZhfyZl0tSWHIAgoVQJdPKyIyCoDoJ+fHRbGrReT30rEQOY2YGVioMt43EhW5sFu6pLFtqjmdTYSyUUn4UvLS9sj86hrVOoCmYMJhVTVq1vtBgdcVMBvj8yju5c15nI9iqrqOZNeirGBnq6dW5vJEbmSIYEObJrXh/YOZhRW1vPAD8c5lVbCpnm96e51UYuUWlTNoYRCxoQ6I9dXl5C+2pPA1w92avLYTeez+WF6F+YP9gPU3Uiv/x3Jj4900bVof7Q9jnlrzukmmzeHl60JG57qxYROLihVAu9vjeWZNeeorm+7YaBaE72/5/bG286E/Ip6pi8/ybubY25oxtjdikrjDfPgj8fJq6jD286EDXN7Uduo5MEfj5NbXoe3rQkb5/bGz96MUd8cJjypWKdXactSUkZxDROXHmVHdB4GMimfTu7AwjFB4sDHu5CN59RShNaWArXZmIHt7dmj+S6fFObKn5rlWh3n3YR4Nt8mpmq0LhvPZV/3l3wHVwsCNTqbDWebF/2O7+SCTCrhXEYZtqYGOFvIqaxXsD+uAH9HM7xtTWhQqHTdS5emEour1dNQtZbn2vKSdgp3W3bB3It42Zrw99O9GBPqjEIlsHBTNF/sTmDVrG5M63FRN1PdoGRzRA49vG10HUAL1pzjuaHtGKUR9775TzT/2xjJvIG+fPdwZ4z0ZRxOLGLq98d4vJ83740PRk8qYeuFXCYuPUp6cXWLx2VkIOOLqaG8MzYIPamELRdymbA0nNSilh9zI4S4WrD1mb5M76Eeu7AiPJWx3x7R+RLdyxRV1TNj5UmdN8yETi78PKsbn+6Mb7Js0zN9OJRYyIM/Hqegsh5fe1M2zevdpnqVo0lFjF1yhPj8SuzMDFnzRA/d947I3UV8XiUxuRXoyyQ6neONUK9QskHT+OFiKSe7TC3yVaoESmsacbE0YnBA24y6uJXc1kDmu+++o0OHDpibm2Nubk7Pnj3Zvn277u91dXU8/fTT2NjYYGpqyqRJk8jPvzcuon18bXGxNKKiTnHVsQPNIZFIeLCb+gvpjxZEv/ZmcgZo5jOtP5vNGE1WRlteGhGiDly2R6r33cFVXY7S8s/5bEZoy0tR6qnbAzWBzJn0UlH/8C8YG+jxzQMdeW2Ev26u0qM/n+LF+9rz/vjgJuseiC/E1coYf0czKuoUzF19hs7uVrw2wh+pBNaczOSRFSfo4W3Dhrm9cLUyIr24hglLwnE0l7PmiR7YmRkSl1fJmMVHruq6K5Goxy78oXlMQn4VYxcfabPBk1qMDGS8Nz6YFTO7YGtqQEJ+FeOWhPPz0bR7VmN1PKWYkV8f5nBiEXJ9KZ9O6sAjPT24//tjOh8YdUYkkGf/OMfH2//P3nmGRXVoXfidTu+9KKACKhZEwV4SkxhN7L0bNZpoYmLaZ3pietfErrF3o7Ek0aixIyqIKCgqIr333mbm+3GGIygWitc27/P43AvMOQyBmbPP3muvFYlao2VgWyd2zuhCswbaSgJBazXu99PkFJXTxsWc3TO7irYKeh49KkW+Pb3s6uW2vP9iKlmFZTiYGYgeU4PbubBVNxkY07FRNU3fo8IDLWRcXFz45ptvCAkJITg4mKeeeooBAwYQEREBwJtvvsnu3bvZunUrR44cISkpicGDBz/Ip9xgVA2S3Bpc+8iCAb7OGCikXEktEAMeb6by/NvPJogq9EOR6eQWl4vjpUOX0ygsrRBEyB1udAv+jUjF380KY6WMpNwSwhJyxYutRguHr+jHS3dDIpEwrUcTlo1rj7FSRuC1TAYtDKRzE2s2v9wRqyoahZDYbDRaLd2a2aDRwtw9F4lOL2TxWD9MVHKCorMYtPAECpmUXTO70tFDENa+vDaYU9GZ7J7ZFd9GFuSVVDD+99OsC4q943Nr72bFX691pb0ujXvKmmB++lfoGDQkT3nbs/eN7jzlLeh8PtkVwdQ1wXd0Kn7UUGu0zD94ldG67koTW2N2zuhKaYWa4UtOkqQbJe2c0ZUWjma88OtxUTfz5SAffh7RFuMq3kP1QaPR8tXfl3h/xwWxSNo8rRMO5o+GQ6ueW9FotOwMvbGtVB8qx0o9PG05dFnQr7V0MiMsIRelTCpuxT5qPNBC5sUXX6Rv3740a9YMT09PvvzyS0xMTAgKCiI3N5cVK1bw008/8dRTT+Hn58fKlSsJDAwkKCjoQT7tBmOonwsSieC0e6dV2powM1CIzosbT9ess3mquR0WRoKnTEZBKV72ppSpNewNT6aFoxlu1kaiIBiEF0mlOV5BaQUnrmWIXZhK35nKDae6rI4/qfRuYc+2VzrjbGHI9YxCBi44QYVGy66ZXfB2uHEXfiW1QPD4aOuEVJfTtDYoltUvdRC9agYtPMHFpDzWTg5gQqfGaHUxBnP3XGTlxA6iBubDP8P5dFfEHb1j7MwM2DC1o7iiPf+/KF5adabW/kZ3w8ZExYoJ7fnkxRYoZVIOXErj+XlH7xiK+aiQnl/KhN9P89P+K2i0MKSdC5undWLh4Sg+2hlBuVrL8z4O7JzZhYikXIYsCiQhuxhXK0O2v9qZMQGNG8TgDqC4TM2r68+y9Gg0AG/29uTnEW0bTG+j58FwOiaLpNwSTFVy0bm9LsRnFXHsagYSCUgkiCLfk9HCJtQLrR0fKe+Yqjw0Ghm1Ws2mTZsoLCykU6dOhISEUF5eTu/evcXHeHt706hRI06ePPkAn2nD4WplRJcmgj/L1joESVaKfvecTxIjB6qikt9wEt4WksAAX914KTSpmiC48u7dyljJc1XcHHeeSxSLpe1nEyir0DBEd8zRK+kk5zac/f3jTnNHM/6c0YV2Vbomhy+ns3V6J3p43rCET8svZV9ECoPbuYh6mA92hLNknB9+jS3JL6lgwsrTbDoTz2cDfPh6cCsUMgl/XUhm/O+nmfO8N+885wUIa+CV9vO3QymX8mn/lvw8oo0YhzBgwQmi0vIb9OeXSCRM6uLOjhmdaaITAo9Zforv90WK4aSPGoHXMug7/xjHo4RR0vdDW/NqryaMXhbEznNJyKQSPuzXnHkjffnx3yvM3hJGaYWGnl627JnZDZ8qpon1JS2/hJFLT4qi3l9GtGVW72YNViTpeXDs1I2V+rZyrFdRWjk+6tzEmmM624Y+Pg7s0UUejOvUuJ7P9MHxwAuZCxcuYGJigkqlYvr06ezYsYMWLVqQkpKCUqnEwsKi2uPt7e1JSbm9pqS0tJS8vLxq/x5mhuk8ZbYFx9e6rd+ukQVe9qaUlGvEP/abqSxW/r2YKl4wg65nkphTzPAOrsilEs7G5YiBkCOrKNb3RaTi726FnamKjIIy9kWk4G5jjL+7FRotbKvDSOxJxtZUxYapHat1TRYcusbyCe3FohSgpFzDtpAEunvaYGMiaF8mrz7Dh/2ai8d+9Gc4n+wMZ5ifCxumdsRSl9M0aGEgvZvbs3isn1gIDV54gpi7CHoH+bqw/ZUuov5m4ILA+2J+2NLJnN2vdWVkByFvasGhawxfcrLWHckHiVarZdHha4xdLsQHNLMzYffMrhir5PT/9ThXUoWspI1TOzKgrTNjV5xiVWAMAK891ZQVEzo06HrrldR8Bi0IJCwhFwsjBeumBOhN7h4TcovLxe53fX6nao2WLbr3a2cLQ1Hkm19SQVmFhtYu5rR1tWiIp/xAeOCFjJeXF+fOnePUqVO88sorTJgwgYsXL9b5fF9//TXm5ubiP1fXh3vm91xLB8wM5CTlltxRpFkTEomEkTrR74ZTNYt+WzqZ4e1gSlmFhtC4HDHzZ+3JWOxMDeij68CsCxI8abo0sanmeXLgUiojdRfZ9aeEzk3l5sPWkNqneD/pGCiEzaG3nvEEBMfdd7ed57P+Lfm/572rPXZfRCoetsa42wgdjLHLT9G/rZPYcVl9MpbJq4Np7mgmrDzbGJOYU8zQRYEYKWVsnd4JR3MDrqUXMnDhibsa4bVwMmPnjC74u1tRUFrBS6vP3NWjpi4YKeV8M6Q1v432xdRATmhcDn3nHWN32MM/rswrKWfa2hC+3RuJRguDfZ3549XObDoTz6vrz1JYpibA3Yo9r3dFIZPw4q/HOX09CxOVnCXj/HjrWa8GFVMeu5rOkIWBJOYUC9tyrwq/Pz2PB1uD4ykqU+Npb0JHj7r/Xo9cSSMlrwRLIwUZBcLoeKCvM9t0k4BxHRtuxPkgeOCFjFKppGnTpvj5+fH111/Tpk0b5s2bh4ODA2VlZeTk5FR7fGpqKg4Ot3cdnDNnDrm5ueK/+Pja+7T8LzFQyMRKuy5BkoN8nVHJpUSm5BOWcKu5XtUR0tbgeFEPsfF0HEVlFYzVrcj+GZpIXkk5Uqmk2ormrnNJjOzgilQCQdFZRKXl07eVAyYqOXFZRQRdbziX2CcFiUTCa0834/uhrZHrIgdeWnWGMQGN+G20L0r5jZfl6etZmBkqaONqQWGZmimrg7E0UrJ4bDtxFDRy6UmMVDK2v9oZf3cr8ksrmLTqDBcSc9k5swttXS3IKSpn3IpTbLqNiWIl1iZC6nJl3tPX/0Ty1paw++ID80JrJ/5+vRvtGlmQX1rBaxtDeW/b+TvmSD1IIlPyGPDbCf69KOQifTHQhzl9mzNlVTArjl8HYFoPD9ZPCeDgpTRGLBF8ZJrYGvPnjC4N7pa6NTieiSvPkF9agb+bFdtf6Yy7jXGDfg89D44KtYaVJ2IAeKmLe70KjU06HWXXZrYcuSKIfB3Mhc0lCyMFL9bTKfhB88ALmZvRaDSUlpbi5+eHQqHg4MGD4tcuX75MXFwcnTp1uu3xKpVKXOeu/PewU1k47I9IrfVas4WRUvQVuN1FaqCv4CQclpCLtYkSVytDcovL2RGaSIC7Fc3sTCguV7ND50lTOe4CQYhcodaK3gLrguIwUsrFP/xKEyU9tWdYe1eWT2iPkVLG8agMhi8Jwt/Nig1TArCsMnoIi8+huKyC7p62qDVa3t9xgfDEPDa93AlrYyXhiXkMXhhIZmEZayf7M1g3fpqz/YKQ+zS1I/11njb/t/0CP+y7fMcui1Iu5cuBPnw+oCUyqYTtoYmMXBpEWl7D5TRV4mplxJZpnXj9qaZIdALngQtOEPWQuUf/GZrIoAWBXM8oxMncgC3TO9HGxYL+vx3ndIzQcVk81o/Zz3jy0c4I5my/QJlaw3Mt7flzRhea2pnc/ZvcI1qtloWHo3hn23lxM2ntFL1T7+PGgUupJOYUY2mkqNdYKS2/RIwhkFUV+eo6tCPauz7ygvAHWsjMmTOHo0ePEhMTw4ULF5gzZw6HDx9mzJgxmJubM3nyZGbPns2hQ4cICQlh0qRJdOrUiY4dOz7Ip93g+DjrDO7UGraG1L4wqBz97ApLEoMgq2JjohLdfVccv86ETm4ArNJV+5Uir7VBsWi1WpwsDKsJUNecjBE7N3+cTaCorILhumLnn/CUO4pJ9dyZnl52bH65EzYmSi4l5zFoYSAWRkq2v9ql2ojvSmoB19IKxHiK3w5FsSU4nq3TO93IY1oUSHhiLj8Ob8ObvYXR1ZIj0czeco5vh7Rmls4d+LdDUby1NYyyituLbCUSCeM7CVb25oYKzsXn0P+3E1yooetXX+QyKbOf9WL95ABsTFRcTs2n/2/Hb5vw/r+krELDxzvDeWPzOYrL1XRrZsOe17sRk1HI0MWBN1x6Z3ShvZslY5adYuPpOCQSeOc5LxaN8cPUoOH0MBqNlrl7LvHd3suA0AH6eURbfXL1Y8jvuvfn0QGN6lVo/BGSiFqjxbeRBcGxglVHJ53gVyJBfG9/lHmghUxaWhrjx4/Hy8uLp59+mjNnzrBv3z6eeeYZAH7++WdeeOEFhgwZQvfu3XFwcGD79u0P8infNypHPr8fj7njBaYmOrhZ0sTWmKIyNbtuozOY2t0DENJvO3pYY6yUcTWtgONRGQzydcZIKSMqrYAgXdp1VdHv6pMx+DW2pLG1EfklFewOS6Ktq4WY53S776nn3mjlYs72V7rgXqlxWRxIQUkFf7zSuZpJYWJOMUevpjOknYsYMPnj/itserkjbVzMySkqZ/SyU/x7MZVZvZvx84g2KGVS/glPYczyICZ1ceO7Ia2FLstZYZyVV0PhW5UuTW3YqesopOSVMHRxIHvO35/fd+emNvw9qyudPKwpKlPzxuZzzNl+/oHFGyTnFjNi6UnWnBS0YZVC3YWHonhj8zlKKzQ85W3HnzO7UK7WMOC3EwTrUqt/n9iBGb2aIm1APUxZhYY3t5zj9xPCGOvDfs2Z83zzR1rboKdmwhNzOX09C7lUwriObnU+j1arZfMZoVPvbGFIQrYg8s3Udf6f8rKrV27Tw8IDLWRWrFhBTEwMpaWlpKWlceDAAbGIATAwMGDBggVkZWVRWFjI9u3b76iPeZQZ4OuEnamKlLySWhcGgtOv0JVZHRhTowDX096UHp62aLTCbL1SN7PyRAymBjdal+t0gt5nWtiLHYFytZYdoYmM1n2PdUFx1Qz0Vp24rhf91pNG1kZsm96pSkESRHx2EVumdcK3kYX4uJyicvacT2JgW2dh7fp8Mu9uO8+KiR142tuO0goNr6wLYe3JGAb5urB2stBRORuXw7DFJ+nmacOKquOsxSdJyb3zyMjNRsgK6uVlS2mFhpkbQll0uOFFwCA4Uq+bEsCsp5sh0bkaD1xwgmvp/9tR05mYLF789TihcTmYGchZMaE9k7u6M3n1GZbr9DAzezVl2fj2BF3LZMgiQXDrZm3Ejle70Mur7n4fNVFYWsHk1WfYeS4JuVTCzyPaMKWbR4N+Dz0PD5XFar/WjvUyMzwZnUlMZhEmKrnYOX/ex1EU1j/KK9dVeeg0Mk8qKrmMSV3cAVh6tPYXieEdXDFVybmSWiDOQ2/mZV1XZktwAgN0hct/kWlczyhkbIDwB70vPIW0vBLkMinTetx4o1xxLJqhfi4oZVIuJOYSFp/DsPYumKrkXEsv5MClxyM64kFibaJi/dSOomB3/IrThCfmsX5KAN2a2YiPK60Q1u37tXLESCmsWE9ZHcy3Q1szyt8VjRY+2hnB9/si8Xe3Yuv0TjiYGXA1rYAhCwNxsTRky7RO4mr3oIUnuJxyZ98YMwMFyyd04CXd3+i3eyN5f8eF++IBI5NKePMZT9a+FICNiZLIlHz6/3r8thYDDc2GU3GMXhZERkEZ3g6m7H6tK86WhvT/7QTHrmZgqJCxcEw73nrWkyVHrzFtXQhFZWo6N7FucD0MQGZBKaOXBXHsagZGShnLJ7RnkK/L3Q/U80iSll8iFhqV14S6svyYUBB1bmJNoE4TY6iUkV9SgZu1Ed2b2d7p8EcGfSHzEDE6oBHGShlXUgs4rLOPvlfMDBSM1VXXCw9H1VgIdW5iTQtHM4rL1QRGZdDLS/gjXh0YQwsnM/waW1Kh0bJJJ+Ad5ueKSrdBE5NZRERSHv1aC8LipUejMTNQMEY3X118H9Z0n0RMVHJWT/Knh6ctxeVqXlp1hhNRmayY0IEXWt8Ii9No4c9zSfTxccDCSNCwjFoaxOtPN2O2brV7waFrfLorgqa2Jvzxamc8bI1Jyi1h6OKTlKk17HhVMKdLzhVGRndz2pVJJXz8Ygs+fbGFmAE1eXVwjbqshqBrMxv+fr2bGMcwa9M53t9xgdKK+zNqKqvQ8OGfF3QFmpZ+rR3Z/mpnLiXnM3hhIHFZRaIj71Pedry1JYzv9l5Gq4WxHRux+iX/euXg1ERybjHDlpwkLCEXSyMFG6Z2pGcDd3v0PFysD4qjXK3Fr7FlvbxdIlPy+C8yDalEEPCrNcI5g3ROvmM7Nm7Q0eeDRF/IPESYGyoYHSCMa5YcvVbr4yd1cUMplxIal8Op61m3fF0ikYhdmVWBsYzRdWG2BseTV1IuphVvPB1HuVqDoVLGzF5NxeN/P3Fd7NL8HZ5MVFo+L3VxQymTcjYuhzMxNWc+6akdhkoZS8f78VxLe8rUGqavC+Gf8GTmjfQV/z4q2X42kae97cWOy/AlJxnczpm5A32QSASvmbe3hWFvqmLb9M7iKvboZUFEpRXwxyud6eAmOAZP/P0Me3VJ53diYhd3loxrj6FCxtEr6QxbfPK+uTzbmRmwbnKAuNW04VQcwxefJCmnYb9fRkEpY1ec0o1NBaHub6N8WR0Yy3Rdx6VLU2t2zeiKtYmSUcuC2B6aiEwqYe6AlnwxsBUKWcO+ncZnFTF8yUmi0wtxtjBk2yudH2nTMj13p6RcLfp1TeriVq9zLTkiRFVUXbn2dbUgMiUfA4WUYX4Pt8dabdAXMg8Zk7q4I5dKCIrOIiw+p1bH2pkaiNtECw/XXAj1a+2Io7kBGQWlZBaW0tTOhMIyNVuDE3i+lQM2JkqSc0tEN8nxug0nEFKaVXIZz7awR6uFhYeuYWdmIMYWLD5S++JLT82o5DIWjG4nOvm+sfkcf4Ym8uVAH1EYXskfZxPo1MSaxtZGxGcVM2JJED09bfl5eFtR2DtzQyjGKhkbpgbQw9OWknINU9YE819kGmsnB/C8jwNlag2vrj8rWpnfiWda2LNlWicxdXvgghOiO3RDU7nVtGqSPxZGCsIScnnhLinftSE8MZcBv50QjeuWj2/P1G4evPfHeb7dGwnA+E6NWT3Jn/SCUgYtCBS1M6sn+TOuymukoYhOL9A5Hgu6m63TO9HEtmFHVnoePnaHJZFRUIaTuQF96uE7lJBdJGotTVWCg29TOxOSdXq4gW2dG9Rd+kGjL2QeMpwsDOmvW5WuDH+rDdO6N0EmlXD0SjrhibdeWBQyqVjpLzt2nQm6i+LqwBjkUqkoIFx4KAq1Rou5kYKp3W7MaVcHxvDaU8Ia786wJGIzC3m5uwcSiaC3uZvWQs+9I5dJ+XFYG9Gc7u1tYewKS+KTF1swpWv12fmO0ERaOglBoIk5xYxYchLfRhYsGtMOpUzK3ogUpqwOBtBpLIQCafaWMDadjuPXUb4Mb++CRgvvbDsvGrzdiVYu5ux4VdisSs0rZfjikxy6fP9S0Xt42rJ7ZldaOpmRVVjGuBWn6i063h2WxNDFN5xx/5zRGb/Gloz//RRbghOQSuDTF1vw+QAfTl/PEkW97rqV665VtEsNxdXUfEYsDSI5t4SmdiZsmdYJpyqr+HoeT7RarbhyPb6zG/J6dPiWH7su+sVUdueHtHMRA4IfF5FvJfpC5iGkcvzzT3gysZl3zsi5GVcrI1FLseg2HZKR/o0wUcmJSivAykiJmYHg0vtfZBpjOzbGwkhBdEahuGY7uesN0e+qwBjcbIzo6SWYsy06fA13G2Oe10UdLNF3ZRoUqVTCFwN8GOUvFDNvbj7HnvPJfNCveTUxNsDfF4QsLA8bQQszYkkQTe1MWDmpgygKHr/iNMXlan4c1obJumLo090XWXH8Ot8OaS0WrXP3XOSn/VfuWiS4WBqxdXpnOjexFp2Ht9UhAPVecbUy4o9XOjPMTyi6vt0byfR1IbXW6Wi1Wn7af4XXNoZSUq6hh6ctf87ogkwqZdDCQIKihe7MigkdmNjFnR2hCUxYeZr8kgo6uFmy/ZXOeNyHDklEUi4jlgaRnl+Kt4Mpm17uiJ1Z3bdW9Dw6BF7L5FJyHoYKWTX7i9qSXVjGZp3O0cZERUZBKc4WhhSVVVChK25aOjVcYOnDgL6QeQjxdjCjp5ewKl2pOq8Nr/RsAsA/F5K5XkNYoJmBglG6jKZ1QbHi6vaSI9cwVsrEzZQFh6LQaLQ4mBswzO/GlsTaoFixK/PH2QQSc4qZ3kP4nrvCkkhsYP3Ck45UKuHLgT5ix+SNzefYG57C//XxZkavJtUee+hyOh62xqLvy8ilQdibGbB2cgBmBnKCY7MZvSyI/JIKPuzXnNefEjRQX/8Tya//RfF+3+a8/awgFp5/8Cqf7b5419V6c0MFqyb5M7id0OV5e2sYy+rQTbxXDBQyvhvamq8GtUIpk7IvIpUBC05wNfXeuoEl5YJweP7BqwBM6+7B7xM7cDEpj4ELTnA9o1KT0omeXrb89t9V3twcJgqA104OuC8uumE6wXZWYRmtnM3Z9HJHbExUDf599Dx8aLVaft5/BYARHVzrJRpffTKG4nI13g6mhOvGveM6NWajLqbgcevGgL6QeWip7MpsDYkns6C0Vsd6O5jxtLcdGq2wyl0TlVqck9GZdHCzQimXEhybzfGoDCZ0dhNXuf+9KLQip/W4ccH8bu9lPO1N6NzEmnK1liVHrtHaxYLOTayp0GhZeCiqjj+1ntshlUr4enBrsVh4bWMo+y+m8vazXqJjbyUHLqXR1NYEL3tT0vJLGbk0CHNDebVIg7ErTpFXXMHsZ73EEMqf9l/h+32XmdGrKZ8PaAkIHbi3t4ZRcZc1a6Vcyg9D24gdnS//vsTX/1y6b5tsEomE0QGN2KILxoxOL2TAghNi6/x2ZBaUMmb5KXaFCX4s3w1pzZy+zdkRmsj430+RW1xOW1cLYY3a1oT3d1zgh3+FC8zL3T34daTvfbFzPxefw9jlp8grqaBdIwvWTw1o8A0oPQ8vR69mEBybjUouFW9E60JRWQWrdUnrLpaCAZ61sRK1RktGQSkulob0beV455M8gugLmYeUTh7WtHYxp6RcIzqL1obKF8MfIYmk1pCR42RhKI6gdoUliT4yP+2/gpmBnIk6Hc2v/wmr3E3tTOity1uC6lqZTWfiScsrES+om87EE/0/NjB7EpBJJXw/tA0D2gq5STM2nOXIlXTefMaTV29689sbkUIzexOaO5qRobt4m6jkbJjaEStjJRcScxmnu3DP6NWUD/s1BwSR+Bd/XWJcx8b8MqKtmLX0+qbQu3rGSKUSPujXQkzxXnIkmvf+OH/XIqg+tHW1YM9rXencRHADnrY2hF8PXq2xgIpKy2fgwhOExGZjZiBnzWR/hrV3YcGhKN7eKnRcXmjtyKaXO2KklDFlTTAbT8cjlcBn/Vvyft/m92VdNTwxl/ErTgnhj+5WrJkcgFkDxhroebipHHOCsBJtX49R4pYz8WQXldPIykjsxo8JaCQWNzN6NW3w7bqHgcfvJ3pMqLoqveZkTK0Tgdu7WeHvZkWZWsPyYzW3+SuFvX9dSKZfawcMFMLq9uEr6bzUxR0jpYyIJMGLAOD1p2+sYv/w7xVaOpvRvrElZRUalh6NJsDDmqe87VBrtPyou4vV07DIpBJ+HNaGfq0dKVdreWXdWULjsnnnOS8m3NQy3nM+GW8HU1GMO2ZFEOaGCjZMDcDKWMn5BOECmltczpRuHszVdWFWHL/ORzvD6d/GicVj/VDKpPx9IYXXN969mAGY3qMJ3w1pjVQimC9OX3f2vsYMWJuoWPOSv7jN9eP+K8zcEEpRWYX4mBNRGQxaGEh8VjGNrIzY/moXAtyt+XhnBN/vuyw+7/kjfSksrWDk0iAOX07HQCFl8Vg/URTf0FxOyWfcCqET49fYkpUTO2Cikt+X76Xn4eS/yDTC4nMwVMjEEX1dKFdrWKaTIjSxNeZaeiEmKjkqhYy0/FKczA0Y0u7xNFLUFzIPMX1aOtDIyojsovI6hUlWdmU2nIojp+jWVG0fZ3MxUXl9UJzoI/PL/itYGCnEj+frujKtXSxEUS/AyuMxvKbrwqw7FUtKbgnv9vFCIhGKo3O1XB/Xc2/IZVJ+Ht6W7jrTvEmrznAtvYBPXmwpRk9UsiM0keaOZuJq9pjlQdiYqFivS9gOS8hl/O+nBR+hTkIWk0QixFB8uDOc3s3tWDLOT8xsem3DvRUzwzu4smisH0q5lAOXUhn/++n7Gi4ql0n5tH9Lvh3SSohuuJDM0EUnScguYvOZOCb8Lgh1/RpbsuPVzrhYGjJj/VnWBsUi0W0m/d/z3qTklTBsyUkuJOZiZaxk49SOPFuPNdg7EZ1ewJjlp8guKqe1izkrJ3XAWF/EPFFU7caM79wYW9O6a6L2nBf0iTYmSlLyBDnCiA6urAsSOvqv9GqKUv54XvIfz5/qMUEukzJFpzlYfux6rVv0Pb1sae5oRmGZ+rbjqXeeFfQRO84l0svbDkOFjLCEXP6LTGNKNw8MFFLC4nM4rvPseLePt3jszweu0NbFgg5ulpSUa/jh38t4O5gxWGef/s191Eg86SjlUhaNaUcbncHduBWnSckr4ZvBrejbqvqFd+e5JDq4WeFobsC19ELGrziNk4Uh66d0FIqZ+BzGrxCKmeEdXPlpeBvRfO7zPRfp6WUrFjN7I1KYueHsPQWbPtfSgTUv+WOqknP6ehZjlgeRXXhrQd2QjOjQiI1TO2JjouRich5dvz3Ee39coEKjpX8bJ9ZPCUAulTJuxSn2RqSglEn5bVQ7JnZx51p6AUMXBRKdXoiTuQFbp3fCt5HlfXmecZlFjF52ioyCUpo7mrHmJX/9OOkJZF9EKhFJeRgrZUzrXvdujFarFQ3wmjuacSk5D5VcirmhguTcEuzNVNUWNh439IXMQ84wP1csjRTEZRWx9y5CxpuRSCRiV2blievVWu2VtHIx53kfB7RaWHUiRmyh/7T/CjYmSnGj6deDgoDX3caYMVXcZVccj+aDfi0AYYMpPDGX2c96opRLCYrO4vCV2kUtPBA+/RTmzq35a3PnCl9/CDFWyVk5sYMYMzBe13X4ZYQvPb2qZ6hsC0nguZYO4gV+0srTNLY2Yt2UADHiYMqqYErK1QzydeG7Ia0BIVT0272XhWJmvNBh2ReRes/FTEcPaza+LOhywhPzGLUsiIxaitdrS3s3K3a82qXa5+xMVcwb2ZaswjKGLg7kTIyQUr1msj/9WjsSnpjLsMUnScotoYmtMdte6XzfDOgSc4oZtSyIlLwSmtmZsG5yw0cbPBI8oq+7hkKjubGp9FJXd6zqsQl3+HI6kSn5GCtl5Ok6n4PbOYtr2NN7NLkvIvWHBX0h85BjqJSJ7rpLjkTXusPR1+fGeKryj/pm3nrWE6kE/r2YSoC7FcY6bcy/F1OZ1r0JSpmU0zFZYkbHG709xWPn/xeFm7URA9o6odXCl39dwsncQNQrfPtPJOqHPRlbJoOPP771TXXuXOHzsof3DcDKWMmayQE4mhsQlVbAS6vPoNFqWTzWj3ZVUrNBWMsc0cFVTMOevi4ET3tT1k0OwNRAzumYLGasP0u5WsOw9q58MdAHEByb5x28Si8vO5aOE4qZfy+mMuMeixmfKqvEkSn5jFoaRFoNAvSGoqRczdw9F6t9Li2/lGlrQxi08ARX0wpwMBM6Lh09rAmKzmRklbXn+2lAl60z8qs01Vs/NQDrJ3XF+hF+3TUEf4cnczk1H1MDOVO6etz9gDtQ6RnWysWcsIRcZFIJtiYq3ahJJd6QPq7oC5lHgPGdGmOgEFKnT+qKiXulaor1sqPRNV54mtqZMlgnAlt+PFrcWPp5/xXsTFUM08UeVBqk2ZqqRP8REF5E7zznhVIu5WR0JgcupfFqzyaYGsiJTMn/n6UW15mPPoLPP6/+plr5Zvr558LXH2KcLQxZ85I/5oYKQuNyeHfbeVRyKcsndMDdxlh8nFYruEVP6eqOoUIwyHt/+wVaOpmxYkIHVHIpByPTeHfbeTQaLWM7NuajF4Ru2y8HrrLwcBQ9vexYNr49SrmU/RdTeXPLuXsqVD3tTdk8rSP2ZiquphUwcmkQKbkNX8zkFJUxdvkp/r2YilIuZeGYduI23b8XU0nNE1ZQt7/aGW8HM/ZfFPQ7BaUVdPSwYsN9LCyKy9S8tPqMOLpaPyUAO9Mn2OzuEX/d1Qe1RssvBwQfoyldPeoVF3A2LpvT17NQyCSU6t7f+7Zy5E9dzMz0Hh6PdTcG9IXMI4G1iUoM+KpLbMGQdi7YmqpIyi3hj7M1u67OeroZCpmEE1GZtHQyx0QlFCH7IlKY0aspKrmU09ez2H8xFYCXq6jrlxyJxkgpF23zv/77EsYqOa/2FIqdH/+9Uuutq/85Vd9UVapH7s20mb0pi8a0Qy6VsCssifkHo7AyVrJqUgesq7Ssy9VaFh25xtRu7kglsDUkgV8OXMXf3YqFY9ohk0rYEZrI53suotVqmdzVnfd0uqjv9l5mxfHr9PC0Zek4P0FUez6ZD3ZcuKdOYRNbwW7f2cKQ6IxChi8RxLgNRVJOMcMWnyQ4Vjc2esmfvq0c6e5Zfcwml0pQyqX8fSGZ6etCKKvQ0Lu5Pasm+WN6n3QqFWoNMzecJTQuB3NDBWsm++tjB+CRf93VlV1hiUSlFWBuqGBSV7d6nWuxLlevtYuFuGDhZGFAXFYR1sbKW4JmH0f0hcwjwhTdhUeYhebV6liDKmt9vxyouahwtTIS07CXHI3mpcquzIErOJgZiHb2X/8TSVmFBhOVnM/6txSP/+afS7zSswk2JkqiMwrZcCqOSV3ccDI3IDGnmN8OXa3Lj/2/5aOPQKmEsjLhfx+xN9POTW3EcdDPB66wOyyJxtbGrJjYAQPFjZd6UZmatUGx4vr9vINX2XImnqeb2/PjsDaAYIQ3X6eLeqVnE7GrMXfPRXaEJtDTy455I32RSgTfoK/+vjdhd2NrYzZP64irlSFxWUWMWBJEXGb9i5lonVD3aloB9mYqcWwUGJXBuBWnxMfJpBJiMoto/8UBXl1/FrVGy8C2Tiwe2+6+3bVqtVo+2BHOwcg0VHIpv09sT1M70/vyvR5JHvHXXW2pUGuYp+vGvNzdo14i76i0fP69mIpEAhqtFq0WnvK2Y3+EcMM5pZsHRsrHfxNOX8g8IjS2NuZ5H8HAri5dmbEdG+FiaUhqXim/n6g59mBGr6bC1lJ8Do2sjTE1ENx9/7qQLBYp1zMKxZj5qnPXLcEJpOSWiPqZXw5cobRCwye6Ymfp0Wii0h7yQMm5c2+8mZaV3V6I+BAz0r+R6K779tYwQuOyaetqwa+j2lHVyy27qJwDF1MZ21H4Hc7ZcYEjV9IZ6OvMpy8K46SfD1xhrW51843ezcRi9p2t5zl6JZ2+rRz5ZrAgCl527DoL7tHR2cXSiC3TOuFuYywKX5PqEWsRmZLH8CVBJOWW4GFrzB+vCGOjg5dSmbjqDEVlaro1s+Hi58+x/83u1Y51tjDkx+Ft6xXQdzd+3n+FzcGCsd6vo3zxa2x1377XI8lj8LqrDdtDE4nJLMLKWHlLkn1tWXRYuBb4OJlzIUGII2hkZUR0RqFgofEYxhHUhL6QeYSoNMjbda72eUYquYy3davWiw9fI6uGNVhbUxUv6dqcS49eY5Iuc+mXA1cwVMh48xmhSJl38Cq5ReUo5VJ+HeUrHv/6pnOM7OBKMzsTsovKWXAoimdb2PO0tx3lai0f/hn+8K5jV53Nl5beOrt/hPi/55vztLcdpRUaXl4bQlpeCc+0sOdD3XZZJdEZhVxLK+SF1o6oNVpeXRfCpeQ8JnZxFzswn+wM59DlNCQSCR/0bU7/NoKr8PR1IZxPyGF4B1dRR/PDv1dEB9G74WhuyOaXO4pp3aOX1U0AfD4hh5FLg8Q15i3TOuFiacSe80lMWyuMjZ5tYc/yCe0xUspv8TZKzSvhn/DkWn/fe2XDqTjm/ycUeF8MbHXfPGkeWR6j1929UFhawY//VhowetTLN+hKaj47QgWpgEImoUKjJcDdSrTKmNLV/YkxV9QXMo8QbVxv5BnNP1D7UU3/Nk60dDIjv7SCX/+r+fiXuzXBTNeJsTFRYmGk4Fp6IRvPxDOivVCk5BSVi6Oifq0csdAJ1S4l53H4cjrv6+zuV52I4XpGIZ/2b4mBQljH3hH6EAp/axIY1iREfESQSSXMG+WLl70p6fmlzNSZ2E3q4naLYd7J6ExUcpmYXj11TTBZhWW80buZmDA9c/1ZLiblIZVK+GFYG7o2taGoTM2klWeIyShkctcqhc+uCPHN9W7YmRmwfmpHnC0MicksYszyU7XKFTt9PYvRy06RUyTkI22aKmxG7TmfxKxN56jQjY0WjGmHSi5ja3A8b20NA4TV1D4tHajQ5Vatuk2Xsj4EXsvg453hgKBBexK0CrXiMXvd3QsLD0eRmldKIysjcRu1rny39zIaLfi7WXExWZAbeNgaE5VWgJmBnPH3yY36YURfyDxivK0L+NsaEk9UWu3yjKRSiZiDsy4otkZtgrmRguk675nlx64zs5cg2P3p38sUlFbcKFICY4jNLEQqlbByYgfx+ClrguncxJqeXraUqTW8v+MCLpaGvK670H351yVyi+6fw2udUKtrFhhWvqmqH3Khcg2YqOQsGtsOE5WwVv39vstIJBK+GOhDG1eLao/942wC7RpZ0sjKiITsYmasP0uFRsuXg1rRyUMocCavPkNqXolgxDe2HS2dzMgsLGPCytOk55fyRu9mTNLpqt7ddp5A3V3h3XC2MGTD1ABxm2ncitP39Pdx9Eo6438/JW4brZsSgLmRgr/OJzNrk7BJNdTPhR+Ht0Uhk7ItJIF3/ziPViuMWX8Y2oYFY9oxvlNjtFr4dPdFvt0b2WAdw5iMQl5ZJ/x3HNDWiTd6N7v7QU8aj+Hr7k7EZRaJEQIf9GteL01WcEwWBy6lIpNKUCmklJRraOVsTmhcDiD40jxJBov6QuYRo10jS55pYY9Gi9iirA3dmtnSrZkN5WotP9zm+Imd3bAxURGXVYRcKsHTXhgV/XLgKj09bxz/7d5IAHwbWTKgrZN4/LKj0cwd4CN2YbaGJDClqwfN7EzILCzj232Rdfvh7xeffnp7geFHHz2yxlwetib8MEzQsCw9Gs3e8GQMFDKWjvO7xQp9weEoRvk3wkgp42R0Jl/+dQmlXMgZqjTcm7z6DEVlFZgaKFg5qQOuVobEZhYxefUZSso1fNSvhZgBNW1dCFdS700T1djamPVTbrjxjl95mvyS2xcz/0WmMmV1MCXlGnp62bJqkj8mKjl/X0jm9U2hqDVahrRz4dshrZFJhc2qd7eFodXChE6NmTvAB6lUgkwq4bP+LcX070WHr/H21vP3FMFwJ/JKypmyJpjc4nLauFrw7ZDWSCQNHzb5yPOYvu5uxxd/XaSsQkPXpjY828L+7gfcBq1Wyzf/CO+hAe5WnLwmWHK0a2RBZEo+Jio5kzq7N8hzflTQFzKPIO88J+QZ/ROeQlgd8oze6+ONRCKkXlcKxKpipJSLAZELD1/jneeELs7aoFii0gr4oF9zpBL4+0IKwTFZAHze30c8/od/r6BSSJmt09R8+dcl8krKmavbqNl4Oo7QuOxaP289taePj6OorXp763mupRdgb2YghkFWotUKbe83dWLtVYExbAmOx9xIwcqJ/ljrnHkrux12pgaseelG+OTb28KQSODHYW1o39iS/JIKJq08Q1r+velemtqZiC7DYfE5TF4dXGPQ5KHINKavPUuZWkOflg4sHdceA4WMfy4k89pGoYgZ7OvMd0OFIua/yFRmbQpFo4WRHVz5tH/LakWFRCJhRq+m4uP/OJvAy2tq/t73glqj5fWNoUTpTPeWjfN77D089NydY1fT+fei0EH55MUW9SpsD15KIzg2GwOFlLIKDRUaLd09bQmOFd5TJ3Z2q5cvzaOIvpB5BPG0NxXzjCqTe2uDj7M5A9s6A/DN3prXZkd2ELac0vJLOZ+Qw7Mt7FFrtHy+5yJe9qYMby/42sz96xIajRZzIwXfD20tHv/GpnO81MWdFo5m5BaXM3fPRTp6WDO4nTNaLby/I7zed7567o13n/PC382KgtIKXtsQSlmFBr/GlnzS/4b4Vy6VkF9SwfbQRNFA8cMd4ZyLz6GRtRFLq5jgzTso6KPcbYxZPPaGn8y8g1cxUMhYNr69uJE0eVUwhaW3RmPUhLeDGWtfChCzmd7cXN1s7/DlNEHAq9bQt5UDv472RSmXsjc8RSxiBvk68/2wNsikEgKjMpiuG+/0b+PEl4Na3fYCMry9K0vH+WGgkHLocrouZLL2I9Cv/74kpmYvG98eO7Mn2PBODyCkUn+2W3CaHtexMc3s6756r9Zo+U7X0W7XyJLg2GwkEqEzE5GUh5FSJm4XPknoC5lHlDd6CwZ2x6MyOH713vQIVZn9jCdKmZQTUZkcreF4pVzKhzo9zJIj0Yzt2BilTMqxqxkcuJTG7Gc9MVIKq9q7zwsOkkP9XMS7/MBrmVxMzuObIa2QSoTgwsOX03i/b3MsjBRcSs7j1//ubV1XT/2Qy6T8OtoXSyMFF5PzxLTd0f6N6NdKWOmXSiQoZVIuJeeRnl/Ksy3sKVNrmLH+LLlF5fg1tuTbIa0AmH/wKgd0xoj+7laid80vB67y1/lkLHVGfFbGSi4k5vL6xtB7Djxt5WIuZDrp0rY/2x2BVqvlyJV0XtYVMX1aOjBvpC8KmZSjV9J5beNZUdj7g66ICYnNZsqaYMoqNDzTwp4fhwufvxNPN7dnja6QOnU9i7HLT9Uq5PKv88ksPy5oIH4c1pZWLub3fKyex5e1J4VOtqWRQux41pXtZxO4kioY6WXrtGSDfJ35V5fDN76TG5b1yGx6VNEXMo8oVQ3svttXe5Giq5UR43UeA9/8E4mmBpv551o60K2ZDWVqDasCY5is8yf54q+LmBsqeEVnsvfd3ssUl6mRSCT89XpX8fj+v53Ax8lcXOP+8M9wjJQy8cK34FDULeuweu4P9mYGfD1YKESWHL1GUHQmEomEr4e0wtXKkDK1BmOVDKkEtp9NpL2bIP5NzCnmvT/Oo9VqGeTrIvpevLn5HNczCgEhcbryLvCtree4kJBLY2tjlk9oL8YefFeLzmHnJjb8NEJI4F5zMpaRS4OYqitKnmtpz6+jhSImJDaLaWtDKFdr6dvKgR+Ht0UmlXAxKY+JK0+L/jG/jhIefy/4u1uxYaouFTwhl5H3mAsVnV7Ae3+cB4SAvn6tHe/559Xz+JJZUMrPB4Qbh7ef86rXyKekXC2GTHo7mHIpOQ+lXIpfY0vCEnIxVMiY0u3J68aAvpB5pJn5VFOMlDLOJ+SyN7x2ydggGOCZGsi5lJzHnzXkIUkkghhSIZPwX2Qa3g6m2JmqiM0sYuWJGKZ08xCdeyvHDc3sTRns6yye4/cT15n9jCfOFoYkZBfz8/4rvNDaif5tnFBrtMzefO7hjy94TOjj48jw9i5otfDWljByi8sxM1Dw6ygh2iC7qFy0zf9h3xWm92iCQiZhb0SKaIz3ft/mggamtILpa0PEsdH7fZvT08uWknINU9acIS2vhHaNLPlpeFtAEBvXJnPrhdZOfKzzpzl1PUv0g/l1VDsUMqmuWDlDcbma7p62/DLCF5lUQkJ2ERNXCingHdwsWVIHjUorFyE40s5UxeXUfIbdJUqhuEzNq+vPUlBagb+7FW8/W7+7bj2PDz/8e4X8kgpaOJoxskP91u/XnowlKbcEO1MVybqcsvEdG4veTeM6NcbmCQ0g1RcyjzA2JirRZv77fy/fc/u+EktjZbU8pJoEjh62JuL3+OHfy8zSrZH+evAq+aXlfDZA6K4sOxbNxSTBy+DLQa3E47/QCX0ruzArjl8nPDGXzwe0xN5MRXRGobj9pOf+8/GLLcVOy6e7IgBo62oh5iml55fiaW9CmVrD8uPRolPzF3suEZ6YKwYx2uou8pXdGplUwvxRvjS1MyE1r5TXdOOkfq0deVW3zv/utvOEJ94qLr8d7RpZVvt4qJ8LSrmU6xmFjP/9FPklFbRvbMnise1QyqXkFJUx4ffTpOl+huUTOtTZnr2ZvSnbpnfGxVLYzBq5NOi2xczHO8OJTMnHxkTJb6N876tLsJ5Hh/DEXDadiQPg0/4t7zravBO5xeX8pnPObmRlRFxWERZGCqxNVFxJLcDCSMGMnk3vcpbHF/0r7hFnajd3LI0URKcX3jYQ8k5M6uKGo66rsvZkbI2PmdmrKY7mBsRnFZOWV0obVwsKy9R8t/cyz7Sw53kfB9QaLXO2n0et0WKoFFZ8Kxm66CQ9vWx5sY0TGi28s+08hkoZ3w+9ketTF52PntpjopLz84i2SCWwIzSRQ5fTAJjc1Z0uTa0prdCg0Qouz9HphSTmFNO7uaCXmbnhLIWlFdiZGYgBlXvOJ7NO160xM1CwZJwfxkoZp65niVqct571oqeXLaUVGqatDbkn07srqflMWHm62udmbwnjyJV0xi4/RUZBGS0czVgxUShWSsrVTFkdzLX0QhzNDVitSwOvD42sjdg2vTPuNsYkZBfXWMxsCY5na0gCUgnMH+mrF/fqAYQVaUHfBS+0dsTfvX6xFEuOXCO3uBxXK8E8EmBCJzeWHxMiCt54utkTt6lUFX0h84hjaqBghs607pcDV2u9NmpQJXrgt0NRNZqRGavkfKAT/i4+ck3UQ2wLSSAsPodP+7fEVCUnLCGXtSdjAHi2pQMeNsYAJOYU88fZRD5+oQWWOqHvT/9eobunLeM6Cjqdd7YJow499x+/xpY3dEs7wikqq0AqlfDtkNYYK2VEpRXg42QGCBb7fXwccDI3ICaziK//uQRAezcr0Vzxi78ucTlF8IxpYmvCt7rttYWHr3FQZ9o1b6SvGEdQ6TR8O+Iyixi7/IZj77mPnyHAXdi6mvD7aRJzivGwMWbNZKFYUWu0zNoUSnBsNmYGclZN8sfRvGGSpR3MDdg4VYhSSMgWcqEq40GuZxTyyU6hq/Vmb086N7VpkO+p59Fn9/lkzsQIK9Lv921er3Ol5pWI+XjWxioyCkpxsTSkoLSCzMIyPGyNGdPxychUuh36QuYxYGzHxjiaG5CcWyLeHdeGIe1c8LI3Jbe4nIVHat4k6tfKkc5NhDv2XeeSGNxO0MF8ujsCWxMV7+kuat/vuywGAG58uaN4/NtbBZ+Rb4foDNqORRMYlcGcvt642wiGa5WjDj33n0rdUmJOsSggdLE04gNdHlPgtUye9rYDhJXi90RH6Dixe/ZSF3d6eAqdltc3hopF9AutnURR8OwtYcRnFWFuqGDp+PYY6wz3bmcbkJpXwpgVQaTll+LtYMqqSR2wMFLy62jfao9bNqG9qAeYu+ci+yJSUcqElWcvh4ZNlnYwN2Djyx1pbG1EfFYxI5eeJD6riDc3n6O4XE0nD2vxZkKPnpyiMj7XrVu/0qOpqDurK8INqkaMHwDBE6lSt/ZB3+b3LGZ/XHmyf/rHBAOFTFzrW3Aoirxa+l/IpBLee15wN12py0e6GYlEwucDWiKXSjhwKZUAdyuMlDJC43LYdCae0f6N8GtsSWGZmo93CuGQ9mYG/DKirXiOwQsDebalA6P8G6HVChe5sgoNPw5vI446aiMI1VN3jFXyW3RLAKP8XenWzIbSCg2p+SV42ZuSWVjGrnNJYlL2e3+cJ7+kXMxesjFRcjk1X3QbBUH828bVgtzicmZsOEtphRpPe1N+HC6ME5cejRbHWpXklZQz4ffTxGcV09jaiDWT/bEwUqLVavn67+o6qgWHotBqtaw9GcMqndjx5xFtCfCwvi//vRzNDdlUpZjp9t0hzsXnYGog54fhbZDWQ/+g5/Hi8z0XySgopYmtsejJVFeupRewJTgeACOljILSClo6mXEpOZ+yCg1dmlrzlO6G40lGX8g8Jgxu50wTW2Oyi8pZfjS61sf38rKju6ctZRUasRC5maZ2prykGystOnyNmU8Jd6Ff/X2J1PwSvh7cCoVMwoFLaeIW1UBfZ3HEFJdVxK6wJD56oTkeNsak5JUwZ/sFfF0txEynOdsvEJV2b9b2eupHL287XmjtiEYLH/wZjkajRSKR8M2Q1pio5IQn5tG5qTUKmYSDkWm0drbA1Uro4nz1tzBisjVV8cOwG1qng5cEfxmlXMqC0b5YGCk4n5DLz/uFrbY+Po5M0K39v7UljBTd9kVphZppa0KITMnH1lTFuskB2JkKepMf/r3MjtBEZFIJU7q6I5NK2H42kfG/n+ZT3Z3vu3287vvKs6O5IRundqz2uVd7NsW5nnfceh4fDkWmsf1sIhIJfDe0Tb1dnX/Ydxm1RounvQmRycL7Yp+WDvx1IRmJBD7oWz+X4McFfSHzmCCXSXn7WaGrsvz4ddLz7z1FGHQdl/4tUcoF07s955NrfNzrTzfD3kxFTGYRFWotvo0sKCit4IMd4TSzMxG9ZT7ZFSFqXra/2vnG8RtDKVdrmTfSF7lUwj/hKWwNSWBWb086N7GmqEzN9HVn79kNVk/9+PiFFrcYGzpbGIohh3+GJlbzK/pQN3raeDqeo1fSAejpZcdLOs3Ne3+cF03kXCyNxFHikqPXOBUtZMLM6ducFo5mQsr2ZkEv8/bW85yMzsREJWfVpA64WhkBsPlMHAsOXQPg60Gt+PCFFnzyovAcjl3NECMJKv/u7jeWRkoMq1ycNp2JIzm3+H/yvfU83OSVlPP+jgsATO7ijl9jy7sccWdC47L5JzyFymZfhUZLt2Y2HIwUOpkj2rvSQqdle9LRFzKPEX18HGjtYk5RmZoFh2rvmutmYyx2Rj7fc7HGEZWJSi6K1xYejmLW081QyqT8F5nGznNJvNqrKR42xqTll/Kdbq3awkhZbYup3/xjtHIxZ7bOb+PTXRHEZxUxf5Qv9mYqotIKmLP9QoMlEeu5PXZmBuJ69Hd7L4s6lwmd3fCyNyW7qJzC0gqa2pmQUVDGwUupov7l453h4uPfe96LZrrHzN1zUTz/cy0dRO+a2VvCyC8px0Ah47fRvhgpZQRFZ9Hsg3/YHZaEXCph8Vg/WjoJjrhB0Zl8sCMcEAro4R2EWIz+bW4ElFZ+7X91V/rLwSsU635mUwM5sZlFjFoaJHaW9Dy5fP13JMm5JTS2NuIt3U1lXakaDNnUzoQrqQVIJNDSyZxz8TkYKWXi+6cefSHzWCGRSEQ/kPWnYonPur2J1+2Y1sMDDxtj0vNL+fE2gsz+bZwIcLeipFzDxtNxvKYbMX22O4KC0gq+0jnIrj8VJ4ZKPtvSAW+dCDMhu5id5xKZ1r0JAe5WFJWpeWPzOcwNFfw2uh0yqYRdYUmimE3P/aWqseEKncW+Qibl8wEtAdh2NoExAYI+ZktwAp2bWGNnKnTllurGmCq5jG+HtkYige2hiRyKvKF/+fjFluJI6tNdQpHjYWvCV1X8hgC+H9aars2EzZ/YzEJeWRdChUbLi22ceFPXIVJrtLy2MbTacbM2n6O04v6bKl5MymP5MeG/z/Lx7flnVjdcLIV12NHLgsi4h7VyPY8nJ6Iy2Hha8Iz5dkhrDJX1GyntOZ/MqetZKOVSSsqFDb++rRzZHSZ0TV/t2UQcverRFzKPHV2a2tC1qQ3laq1ojV0bVPIbEQJrg2I5n5Bzy2ME4a8PMqmEfRGpNLI2ormjGdlF5Xy6K4KOHtYMby+EWv7f9gviXXvVEdOsTecE++4RbTEzkHMuPof5B6/Swc2KOboNmbl7LupTsv8HGChkvKsrgBceihIvyAEe1gxs64RWC7vDboh9v9kbKRbMCw5FiQVzu0aW4ojp/R0XxNBFE5Wcn4cL3jV/nE3gnwvC2NLqpkyY51o6AEKLfvLqYLKLymnjYs73Q1uLHZcf/73MsasZGCoEryJzQyEtu2oX6H5Q1SfpeR8Herewx8XSiI1TO+JsYUh0RiHjV5zWWwg8gRSWVvB/24V4inEdG9OxnoLz/JJy8e+5uaMZcVlFKOVSzA0VJOYU42RuIJqU6hHQFzKPIe88J7Q1d4Qmiv4etaFzUxsGthXM6z7YEV4tgbgSLwdTceX0s90Xea+PFzKdQdq/ESm837c5NibCmKiyRWqklLOpykq2/1cHcTAzEDs4vx2K4lBkGpO7uvO8jwPlai0z1p8lqxbBfXrqRv82TrRyNqewTC12HUDQsxgqZJyNy8HX1RIbEyXR6YXkFpfTyUNYx6+6Nv/2s140sjIiObek2hZTezcrXtGNsD7aGU5IbBYzNpyt9hy+2ysIG1/fGEpUWgEOZgYsHd9eFEzui0hh4WFBL/Pt0NY829KBX0a2RSIR1sK318EQ8l5ZezKGsIRcTFVyPu3fUvy8q5URayf7Y2Oi5GJyHlNWn9FHbjxhfL/vMvFZxThbGIo2BfXhp/1XSMsvxdXKkJwi4b3vhdaO7AwVNjrfe9673iLixw19IfMY0sbVgud9HNBqua1fx934oF8LTA3kXEjMva03zcxeTWmuE21uPhPPy92Fu4QP/wxHIpHw/TBB6LkqMIbDulXbjh7WPO/jIJ7jk10RvNDaibEdhZXsWZtCic0s4ruhrXG3MSYpt4RZm+49PVlP3ZBKJaLAd83JGLF4tDczYFIXN0AwQ5ylW/Ofd/Aqbz3rKW40Va5SGyplfDPkxmixaijo6083E7U2QxadFPOQVkxoDwh/JyOXnuTw5XQMFIInjL3OKfdaegFvbQkDBP+aSp1MLy87Xn9KeN4f/RlOTA3WAfUlJbdEfB29+7y3+Jwq8bA1YfVL/pgayDkTk830dSGUVej/Xp8EzsRksVpnAvr14FaYqOoWiVFJRFKumJ3kYWNCbKYQRVBSrqawTE0bVwtebO1055M8gegLmceUt571QiqBA5dSOXkts9bH25qqxHHDD/su15gArJRL+XFYG3H7yMPGGA9bQej75V8X6eVlJ67avr31vGhNP2/kDXOztUGxnL6exccvtKRdIwvySiqYvi4EmVTCorHtMFAIW1Rf/HWpLv8Z9NSCp7ztaOlkRlGZmhXHb6zwT+vRBHNDBVfTClDJpXg7COaJe84ni8Lfb/+JFDt3nZvYMKSdMFr8ZFeEmKyukstE3U0li8f68XRze0brNDhnYoRR4jeDW9PKRRD9FuoCKgtKK/B3s2JO3+p3va8/3Qx/dysKy9S8vim0wYuIb/dGUlimxreRBWP8aw7+a+lkzsqJHTBQSDlyJZ03N5+rsZOp5/GhpFzNe9vOo9XC8PYudPe0rdf5NBotH/4ZjkYL7RpZcEanLxzY1lm0s/ioX3O9Z1EN6AuZx5SmdiaM0r3pfrwz/I6W8LdjtH8j2rhakF9awdzbFBItnMx4/WnhjvjLvy/xzrNeSCSCKPTY1XTm9G2u22Yp5b0/hE0kpVzKsXd7iecYvuQkJRVqFo31w9ZURWRKPu9uO4+XvamYnrwqMIZVJ67X9BT0NBASiUT8Xa4OjBXb2uaGCnEsNO/AVbF9vjYolj4+jpgayIlMya9mZvje816YqOSExeewTTfy0Wq1olixEmPdHey4myzWB1ZJUP9oZzhX0wqwM1Xx2xjfW1xMhQiEtqJnzY//1q0LWRPn4nPYESr4gnze3+eOF5H2blYsGdcehUzCXxeS+WCHfvPucebnA1eIzijEzlQlOmLXhy3B8YTG5WCikqPWQlGZmvaNLbmSmo9GC/1aO9LerX6ZTY8r+kLmMead57ywMlZyNa2AlXUoAmRSCV8O9EEqEcSex66m1/i4V3o2wcfZjJyicraHJjKhkxsA//fHBdQawTNGKZNy4FIqG08LLpWuVkbMG9lWPEebz/7FzlTFwiphhCuOX6dvK0dRWPr5nov8F5la659Dz73zTHN7vB1MKSitYPOZePHzEzq5YWeqIjGnmPS8Uno3t0et0bIqMKbGBHU7UwNm6Yqi7/ZGkldSzu8nYsTffyULD0VRUq7m7a1h1T4fphtJ/RGSwPaziUgl8Oso39tuajiaG1bxrIkWPW7qg1arFUWXg31dxA7Rnejhacu8kb5IJbDpTDxf/xOpL2YeQ4Jjslim29j7alCregeUZhWW8Y3OrqKVszlh8TnIpRKeam5H4LVMlDIp/9en/vqbxxV9IfMYY2GkFP/4fzlwtU7GXT7O5kzQjQ8++jO8xlBKhUzKj8PaopBJ2H8xlaZ2JrhYCuu23+6NpIWTmShA/nxPBNfShbyQAW2d6dxEUPhrtcI2TAc3Kz56Qbi7+fqfSAKvZTC9hwcj2rui0cLMDaFEJOXW+ufQc29IpRJRE7M2KFYcjxgqZUzpJmwkLT56TdTT7DmfRJem1jiYCevbVfVUEzq74WFrTEZBGYMXBvLlX0JR8GG/5iwc0053rmimrA4mIikPK2MlAbqU4Pd3XOBKaj4f7RR8ZN7o7XnX+IHnWjqIm1VvbQ0Tjfnqyp7zyYTEZmOokPFun3v3BenbypFvBusyxY5GiwJlPY8HOUVlzNp0Do0WBvs607uFfb3P+c0/l8gpKqextRHRGcL748TObmwLEbqZk7q6iSaRem5FX8g85gz1c6FdIwuKytR11pnMfsZTdPNddJs3ZS8HU97QCUG/2xspZj+tORnLgYupTO7qTpem1pSUa3hj0zlRx7DmJX/xHEuORHMhIZfxnRozuJ0zao2WmRtCSc4t4YtBPnRpKjj/Tl4VrDcgu48MaOuMhZGChOzian4wo/wbYWogJzq9kKScYvq0FATlS49Gi4XN4iPXxGJXKZfyyYuCJiYqrQCNVgi7q9xK6+RhTVmFhuNRGUgkMH+kL7+NboeZgZyIpDye/fkoRWVqOje591DGD/u1oImt4IP0ST1CSEsr1OLW1Ss9m9wi8L0bwzu48qEuMf77fZfFVHg9jzZarZZ3t50nMacYN2sjPtdZVdSH4JgstgQLBYutiYrUvFKcLQyxNlERnV6ItbFSH0p6F/SFzGOOVCphrm489Nf5ZDG5uDaYGij4+AXhgrTo8DWidR2Vm5nW3YM2LubklVTw14Vk0VPknW1hpOWX8sOwNpgbKriQmMsvOo8buUzK6fefFs/x4m/HKSxT89WgVrR0Ejaipq8LQa3RsnCMH03tTEjJK2Hy6jP6GIP7hIFCxoj2govu6ioXYFMDBWN1WhZhg0koXv66kExrFwucLQzJKChja/CN8ZFvI4tq5/58gA8SiQSJRMIQPxfx892a2dK1mQ22pqpbVlh/GdEW2T0KHA0UMn7UedbsCksSPWtqy5Yz8STmFGNvpmJqHT07pnTzEM0iP9oZwZ+h+kDUR521QbH8ezEVhUzCb6Pb1XtLqUKt4cM/ha5jG1cLQnUj1VlPN2PxEeGm8c1nPDEzqN/o6nFHX8g8AbR0Mme8Trfy8a7wOrmg9m3lQA9PW8rUGj7eGVHj3F8uk/LDsDZiZEETO2NaOglGebM2hWJnasA3Os+YRUeuEaTL3rEzM2DB6HbieXw+2YdSJmXxWD8sdQLOWZtCMVHJWTmxA9bGSiKS8nhtY2idRMx67s7Yjo2RSIQ8o8ScGyPJSV3cUMqlnI3LoaRcLa75Lz16TVy/X3I0mnK1Bo1Gy5ubzlU7b3y2YJ6XW1TOvIM3DBsz8kvFMVajKi10a2MldrXshrR1tRDFyR/8GV5rx92ScjW/6SI+ZvZqWi+X1tnPeN4IydwaxoGLeo3Xo0pEUi5f7BG62nOeb46P8901U3djVWAMkSn5mBsqyCsuR63R0qelA8eiMsgtLqeFoxkjddEcem6PvpB5QnjzGU9sdK3KqoZn94rg5tsSlVzK8agMMVr+ZprZm4oZIN/8HckHfZtjpJRx6noWCw5F8XwrR4b56bJ3Np8TN2P6tXakX6sb6cVT1gTjamXEknHtUcql7ItI5fPdEbhYGrJsQntUcqFYmr0lTL/meh9wtTIS9SpVN43sTA3E39Om0/Gi0PevC8n09LLF2lhJQnYxu8OSmHfwKgcj01DKpdibqQDB7Eur1fLOtjDis4ox1hUJF5Pz+DM0kdzict7ddl78fpmFZVxIqL0m6vWnm+HtYEpWYRkf6vKa7pUNp+JIzSvFydxAzHeqKxKJhE9ebMlgX2FU+uqGs5yIqn1XVM+DpbC0gtc2hlKm1tC7uZ2oI6sPybnF/LxfKObdbIy5nlGIsVJGd09bdoclIZUIcQdymf4yfTf0/4WeEMwNFbyv89/49b+r1e6y75XG1sbMfkYoUj7ffZG4zJqznKZ288C3kbC2vfhoNJ8PEObIvxy4wpmYLD7p35LG1kY6s7sbfhu/jb7hL/NfZBprg2Lxd7fip+FtAFh9MpZlx6Jp18iSxWP9UMgk7A5LYs7286JXiZ6GY0BbYQX65pFI5Vr/7vNJuNsa08HNknK1lm0hCbzUVRgnzt4SxryDVwFhq2PVJH8kuvHmp7sixPb85mmdxK20Xw5e4aM/w8XgvWd0Isov/rpY680flVzGj8MFj6O9ESmiD8fdKC5Ti+LcmU81QyWvv4OqVCrhu6GtebaFPWUVGqauCSYkVh+98Sjxya4IotMLcTAz4PuhbRokpPSLPZcoLFMLAl/duH56jyb89p/wupnSzeOeNuX06AuZJ4pBvs74uwlhj5/vrpsQcko3D/zdBPOx2VtqNv2SSSX8MKwNKrmUo1fSySkqY5CvMxotzNoYilqtZcHodqjkgnnYPJ1eRiKRcP7TZ8XzfPRnOGHxObzQ2kkUTn71dyS7wpLo5W3HfN2a65bgBD7fU/uLnZ4787yPAwqZhMiU/GpRFx3cLGlia0xRmZpd55KYpNNCrT8Vx7D2LtXOMbGzG0P9XGjuaCY6Oq8+KWw2vdfHW7cV1xgbEyXxWcXs0t2J/jS8DZ/2FzqAp65n8W8dRjItncyZ1kMYd32yK7zGNPeb2RIcT0ZBKS6Whrf8LPVBLpPy62hfujWzoahMzcSVpwlP1G/fPQrsCE1gW0gCUgnMG9kWy5sywurCkSvp/HUhGakEDBUy8ksqaOlkRlp+KUm5JbhaGYoLE3rujr6QeYKQSCR8PrClGPZYaStfG2RSCT8Ob4OJSk5wbLaYfnwzTWxN+FC3Rv3NP5EMaeeCm64L894f52npZCZa2c//L4r9uguVmYGC/97qIZ5nwIITZBWWMbmru+gi+/aWMIKiM3m+lSPfDxW6NasCY/ihAY3Q9Ajr+z10bqX7Im50NCQSidiV2RIcz7Mt7HG2MCSrsIy/zlcX136gK0ABseABaGZnIorBjZRyhrd3rfY4v8ZWOFsYiivf3/wTWaeYiteeaoabtRGpeaV8v/fOfx9qjZblOkfjad09bjHeqy8quYwl4/zo4GZJfkkF438/TVRa7bPQ9PzvuJ5RKI4mZz19dwuAe6GkXM0nOlsBT3tTIlPykUhgmJ8L604JRf5Xg1rVO0H7SUJfyDxheDuYMUlXEHy6K6JGX5i74WplxMcvCkXKT/svczEpr8bHjQ1oxAutHanQaHnvj/PMHeiDQia0+tefimOQr4tYnMzefE5sr3rYmrB8fHvxPO3m7kejhY9eaEGflg6UqTW8vCaYq6n5DPFzYa5uBXLBoWss0Ik09TQMT3kL452bDeYGtHVGIhGcb1PySsSIgc92V0+hzquSBv13lQ2i5o5mokuuVqvlQpXuhEMVce8rPZtiZazkekYhO+qw9WOgkPHVIKFgXncqlpDYrNs+dl9ECvFZxVgaKRjqd38ElkZKOSsmdqCVszlZhWWMWX5KTA/X83BRWqHmtY1nKSxTE+BuxcynGmYFevGRa8RkFmFppCBT53U0soMrG07HodXCkHYudGtWv7iDJw19IfMEMqt3M+xMVcRmFt22o3I3hvm58EwLe8rVWt7cfK7GgkgikfD14Fa4WRuRmFPM6sAY3n1O0EPM3XORyyn5vN+3uXCHWlrBtLUh4kp17xb2vKrbPAFo9ek+ZFIJv4xsi19jS/JKKpi48gypeSWM69iYObqV3e/3XWbFcX2UQUPR3dMGgLNx2eQW3ShKbE1V+Ovs0veGpzC4nXONx2/VGXodikxj5YkY8fMHLqWK59sanMCxKrYAv5+4Lm6jmajkTNNtQ83/72qdttQ6N7URBeYf/hlR4zhUq9WyRPdaGNex8X29GzYzULD6JX+a2ZmQmlfK6OVBel+kh5Bv/okkPDEPSyMF80b63rMFwJ24lJzHwkOCBsvGREV6fim2pipMDRRcSS3A2lgpjtH13Dv6QuYJxNRAIY59FhyKqtMdYWWRYmOi5HJqPj/tv1Lj40wNFPw2uh1KuZQDl9LQoqWHpy2lFRpmbjiLWiPoZexMVVxNK+DdbedFrcu7fbxp7mgGCLkjr64PwUAhY9n49rjbGJOYU8yY5adIzy9lWo8mYk7Q3D0X+e2/q3rNTAPgYmlEUzsTNFo4ftO2Tb/WwvbS3xeSiUjMq3KMobhmv+NsImn5JWIEwcTObng7mFJUpuaPswkk5hTzuS4G4M3ewmZdcm5JtU2p8Z3csDFREZ9VLDqd1pY5fZtjZiDnUnIeG0/H3fL1s3HZhMXnoJRLGaezKrifWBkrWT8lgMbWRsRnFTNqmb6YeZjYEZogFt4/Dm+Dg3ntLABqorRCzZubz1Gm1tDE1phY3bLEmIBGrNJ9r49fbNEgGpwnDX0h84TyYmtHOnlYU1qh4dM6OqDamKj4WmfFvuxYtOgLczM+zuZ8rCucvtt7mbEdG2OrK1w+3hmOramKRWPbiWF7y47d6BL9/XrXG///QgoLDkVhZaxk9SR/HMwMiEorYOzyU2QVlvFm72Zivs8P/17hG33OTYPQtanQlalM463kuZYOSCRwNi6HKWuCxc9LJRKe93FEIZNwOTWfF389TmZhGd4Opvzf896iqd76U7HM2X6BgtIK/BpbMvOppuJa69Kj0eLvzlApE31hfj14tU4+SFbGSnHj7sd/L1frLgnPRShu+rdxwtZUVevz1wU7MwPWTQ7A2cKQ6xmFjFx6sk4xInoalnPxObz3xwUAZvRqIo5X68u8A1eJTMnH0kiBXCqlTK2hWzMbAqMyKVNr6OllS/82Tg3yvZ40al3IzJ8/n6SkpLs/UM9DjUQiYe7AlihkEg5GptXZqOuZFvYMby+07d/aEkb+bTZDxlTRy3yyM5xPX2yJVCKMHtacjMWvsZVY7HzzTySBurt/iUTC5S/6iOf5ft9l9oYn08jaiI0vd8TOVMXl1HzGLD9FTlE5bz7jKbZmlxyN5oM/w/U+M/Wk0p33nM51tBJ7MwPcbYzFj32czZBLJcRlFZGQU0QPTzsAUvNKMVBI+XWULwYKGQN9nTFWyriWXsjRK+ko5VK+G9oamVTC2IDGGCtlRKbkc6SKLmdMQCPsTFUk5Zaw81zd3n/GdmyMp70J2UXl/HzgRgcxt6hcFCmP0Wl9/le4Whmx6eWOuFgaEpNZxMilQXWyRtDTMKTmlfDymmDKKjQ808Ket56594ytOxESmyU69XZws+Jyaj5KuZQWjmacjsnCSCnji4E+DbLW/SRS60LmjTfeoFu3bsTHVzdEKysrIyQkpMGemJ77T1M7UyZ3FfQHn+6OoLis9ne6AB+/2BJXKyEk8maxZyWVoyh3G2OSckvYfjahWqp1YFQGYzs2ZqifixAOuTFUfENXyWUEf9hbPNf0dWc5G5eNu40xG6Z2xMZExaXkPMauOEVuUTlTunnw7ZBWSCSCudmbm8/pHYDrga+rJQAXk/LEjCwAjUZLdHqh+PHKif708haKl8rw0Eo+7NeCZvamgKB76dTERvzam709aWIrPNbcSCFuRFXVOhkoboRWLjlyrU6+QXLZjeyntUGx4kr5H2cTKK3Q4O1gSltXi1qft764WhmxeVonXK0Mic0sYuiiQP020wOgpFzNy2uCScsvxdPehJ9HtBUF6fWhsLSC2VvC0GghwN2Kk7rO9Yj2rmzQdQLfec4LF0t9KGRdqdNoqXfv3vTo0aNaMZOdnY2/v/8djtLzMPLaU01xNDcgIbuYRYfrtvFjopLz47C2SCSwLSSh2qpuVQS9jC9KuZSDujDCQVUcTxOyi/lioA8+zkLG0pTVwWKHx8ZExd43uonnGrwwkOj0AprambBxaoAYWzD+91PklZQzokMjfh3li0ImYVdYEtPXhtRpQ0sPuFoZYmmkoEytITLlhhbmt5s2xGxMlKKJ3a6wJHadu7Fl1K6Rpfj/tVotl5JvnOdmC/YJnd3EeITrGTcKpVH+jTBVybmWXij+/dSWLk1teK6lPWqNls/3CFEblZqZMQGNHtgdsbOFIVumdaKpnQnJuSUMW3ySsJs6YHruH1qtljnbLxCWkIuFkYLl4zvUO0epkq//uURsZhEOZgYUllWQX1JBG1cLknOLyS+toK2rhRgho6du1LqQkUgkzJ07lzFjxtxSzOj1CI8exiq5ONJZfCS62oWjNvi7W4lZO3O2XyA9v+Z8m5ZO5nyiW93+bt9lhvm50NrFnJyicqauCUat0bJ4rJ/YZXl1/Vmxm+LtYMaGKQHiuZ768Qhp+SU0szdl/dQALI0UhCXkMuH30+SXlPNCayeWjhfiDA5GpjF2+Skya5m7o0d4zXs7CKLra7oV+YOXUquNZ0Dw3HjK2w6JBCEhu4p49fCVG4XHnvPJ1cYn+y9VH2u6WhnRU+dfs0HnqwFCITxGp69ZcqTmFPZ74cN+LVDKpZyIyuTn/Ve4mlaASi5lgG/Nm1f/KxzNhWKmtYs52UXljF4WxH+R+mym/wVLjkazIzQRmVTCwjHtaGTdMN2RI1fSWRckFMrNHU0JT8zDUCGjT0sHDlxKQy6V8M2QVg2yEfUkU2ex79y5cxk7dmy1YkY/33s06ePjQLdmNpSpNXz0Z3idC9LZz3iK+Tb/98f5255ntH8jXmzjhFqj5e2tYXwzuDU2JioiU/J5a0sYTuaGrJzYASOljGNXM5iz/YJ4rs5NbaoFTPp/eZD8knK8HcxYNyUAc0MFoXE5TFx5htyicnp52bHmJX9MDQQDvwELTlRzqdVzbzTWvbHHZBQRnV7AG5vOodUKq8rtdBqaC4m52JioqPpr79tKcPM9HCnoXTILSkVxuUImvF/sqkHzUikI3hqSUK2T9lIXN5QyKcGx2YTG1c3m39XKiJe7Va50C12l3s3tH4qEYStjJRumdqRLU2sKy9RMWR3M78ev628S7yP/Raby7d5IAD59sQWdq4w960NOURnvbhO29Tp5WHMiShgpzerdjJUnhLHp9B5NxJsEPXWn1oVM1RfU559/zrhx4+jRowexsbF3OErPw4wQCOkjBkJWbnDUFpVcxs8j2qKUCR2QTWdqDpaUSCR8NchH1Mt8+fdFFoz2RSmTsjcihV//i6KVizkLRrdDJpWwLSSBnw9cFY/v19qRT3VdHYBWn/5LSbmalk7mrJ8SgJmBnJDYbIYvOUlqXgkBHtbseLULja2NSMguZsiiQA7VcTTxpNLYWhD1XkzOY9raEPJLK+jgZslHL7QQU4AvJOTesso/53lBeB2i86H5bPdFMgvL8LI35Z9Z3QEIvJZBWl711eOeXnY4WxiSU1TOP+E3jPTszAx4Qbf2vfZk3d9zXu3VRAyyBOjf9uHZFhFS3v0Z0d4VjVbQkL2/I1w/Gr0PRKXl8/pGoSgfHdBILKAbgo93RpCaJ8RdpOSVUKbW8JS3HbGZRaTll+JhY9xgJntPOrUuZL788kuMjW9sKnz22WeMGzeOF198sUGfmJ7/Le42xryrE99+9fclYjPrNmJq7mjGW7r06093RdzW9dfUQMHCMe0wUso4EZXJrrAkvtA59P584Ar7IlLo5W0nfm7+watsPnOjwJrYxV1cyQXw/mgvZRUafJzN2TytE7a6baaqWpo/X+1CRw8rCkormLz6DCv0d7r3jKuVISCIeK+mFWBvpmLBGMEfqLKQORefw6xNoeIxzhaGuFoZ4WFrjFqj5au/L4lZSt8Pa01TOxPaulqg0XKLrkomlYixBdvPVnf0HddJuNjsOZ9c51GhkVJOT91WFdzYzHpYUMqlfDOkFe/39UYigY2n4xi6OLDOr0s9t5JTJOjwCkor8He34tMXWzbYVGF3WBK7wpKQSSXier2VsZIh7VxETdbXg1thoNDHEDQEtS5k5syZU62QAaGYee211zA1NW2wJ6bnf8+kzm4EuFtRVKbm7a1hdV5bntrNQzS9e2V9CLnFNa9kN3c0Y95IXyQSwcejqKyiWmTB5ZR8Rvk3YmYv4a7l/R3hHK6SD/VeH29GVMno8fzwH8rVGpo7mrH9lc6io/DQxSc5n5CDpbGSNS8FMLKDcKc7d89F3t9xQb/RdA9YGd0w6VLKpCwa64edqWAS5uMkFDLBsdmcjcuh8lqQmFNMcm4xHRoLDsCbg4UO3cvdm9DaxQIQvGiAGsW7g3SalRNR1Ts2bV0taO1iTplaI56zLqgUN97+Vhx7+NygJRIJL3dvwsqJHbA0UhCemMcL84+z81yivgCvJ6UVamZsOEtMZhEuloYs0hXlDUFqXgkf6bKU/Bpbclrnv/TJiy3EPLhR/o0aJLdJj0CDGeJ9+OGH5OTkNNTp9DwApLrUamOljDMx2fxeR6t/qVTCLyPa4mwhrJO+tSXstuuyz7Sw5/+qrGF3a2ZDJw9BHzB1TTDZhWW89awng3XbTTPWn62WGvzt0NbVTKSafSAUM65WRmx7pbO4ATVqaRDHr2aglEv5enArPuzXXHenG8/wJSdJyNbn3dyJ7VVyjn4Y3qbaFlJVLxmA+SN9RUfmCwm5+LndeKyHjTFv9G4mfvx0c6ErEngtk6KyimrnaWRthF9jSzRaqnnHSCQSxulGABtOxdVpFVur1XLw0o3iaWVgDEkPqX9LTy87/p7VjfaNhSiPWZvO8fLakFvGcQ8bFWrNQ7l5pdZomb0ljBNRmRgpBadwa5OGMUHUaoVcuZyichpbGxGTUYhWC8PbuxAYlcn1jEIczAz4P12kip6GQe/sq6carlZGYnzB9/9e5mpq3YSxlsZKFo5ph1Im5cClVDHHpiZe7u4h+se8sekcbz7jiauVIXFZRUxbF0JphYZvhrQWBZCTVp2pVnjMH+XLsy1uuG82++AfSivU2Jio2Di1I52bVB53mj3nk5BIJEzp5sGKCe0xNZATGpdD33nHbrs2/qTz94XkatEAN7uPVtVuNHc048U2TjR3FLqzl5Lzq/kTfTHQp1o7vZmdCS6WhpRVaEQxZFUquzI3B0a+2MYJUwM5CdnFt3WUvhOXkvNJzCnGQCGljasFZRUafr5NzMbDgKO5IRtf7sgbvZuhkEnYfzGV3j8dYdWJ69W8fR4G8kvKWX4smh7fH2bo4sCHquDSarV8uiuCv84no5BJWDLOTyy6G4KNp+M5fFkweTQzUJCWX0ojKyPau1mxOTgeiQR+HtEWc8MHLyx/nHighczXX39Nhw4dMDU1xc7OjoEDB3L58uVqjykpKWHGjBlYW1tjYmLCkCFDSE3VryTeT0Z2cKWnly1lFRre2hpW59FLG1cLPu0vGJB9v++GW+/NSCQSvhzkg7+bFfmlFby9NYxvh7TGRCXn9PUs3th0DplUwqKxfng7mJKeX8rElWfI0iXHAiwd357nWt4oZrw+3EtxmRpTAwUrJ3WgXytHytVaXtsYyqLD19BqtTzlbc/fr3ejrasFeSVCaOWnuyLqZIH/uHLkSno13Yv8pjVRtUbL61W+Xhkx0EJ3cQiOzaoWTGpuVP0NXCKR8LTORK/q2LCSfq0ckUklXEzOq6YPMVDIeFFXUG2tQ/7Sfp2TdbdmtqJw/I+zCVypY+H+v0Ahk/JGb092v9aV1i7m5JVU8Onuizz78xH+uZD8wMdN8VlFfL77Ip2+/o8v/rpEYk4xJio5V1ILHujzqsovB66yNihWLCgaMmU6NrOQL/4SDEF9nMy4kJiLVAJvP+fFF7o8sRk9m9KpiX6k1NA80ELmyJEjzJgxg6CgIPbv3095eTnPPvsshYU33rDefPNNdu/ezdatWzly5AhJSUkMHjz4AT7rxx+JRMK3Q1pjbqjgfEKumNZaF0b5uzKkndBteW1j6G2D8VRyGYvGthM7Mb8cuCqISXWbTB/tDMdUJWflpA7VMpZyim4UM0vGtWeon4v4cfOP95JfUo5KLmP+KF/Gd2qMVgvf7o3k9U3nKC5T42plxNbpncSE5VWBMQxZFEhMHf10HifOxGQxbW0w5WqtuGJ9s9Ppj/9erpZcXVAijIcq73KPXc2o5hlTU6HQWZfldOp61i1fszRWEuAuaGxu7pgN0/2u/76QTN5tojFuxxGdr83T3nb4NrKkT0sHNFohC+xhx9tB0IB9OcgHGxMVMZlFvLL+LM/+fJSNp+P+p9tNucXlbDkTz5jlQfT4/hC/n7hOQWkFTe1M+HpwK07OeZquzRpmnbm+rDkZw7yDwvbj5wN8eKF1w22qqTVa3toSRlGZGncbY6LShOLt5e5NWHcylrwSwfhuVpWxqp6G44EWMnv37mXixIm0bNmSNm3asGrVKuLi4sSog9zcXFasWMFPP/3EU089hZ+fHytXriQwMJCgoKAH+dQfe+zNDPh8gNBN+fW/q9V0KbVBIpHwxUAfvB1MySws49X1IbdthVubqFgxoQOmuk7MnrAkfhnZVowamHfwKo7mhqybEoCNiZKLyXmMW3G6mpj4h2FtRMEwCKvZafklyKTCivkXA32QSyXsDkti6OJAErKLUMikzOnbvJqost/8Y6wNiq2T/uJxIDgmi0krz1BSLoTZ/Ti8LQBV65i94cksPCwUuaYGggtq5e/iZt2Mh63w8eWUW+/O/d2EQiUqrYCMGraQ+vgIguB9EdU7sW1dLWhqZ0JphYa/zyffctztyC8pJyxB+HuuvMi+08cLmVTCgUupBMfcWlA9bMhlUsYENObwOz15/elmmKjkXE0rYM72C3T+5j8+2RnO6etZ9+XvN0UXMTJtbTAdvjjAu3+c50RUJhotdGtmw6pJHfj3je6M8m/00Gzl7ApL4hOdf9EbvZuJGquG4qf9lwmOzcZYKUMC5JVU4ONshlIm4XRMFiYqOfNH+qKQ6dUc94OH6r9qbq7w5mJlJbyxhYSEUF5eTu/eN3J2vL29adSoESdPnnwgz/FJon8bJ/q2cqBCo2X2lnN1HrkYKmUsHuuHqYGcs3E5fP3Ppds+1tPelPmjfcVAyYTsIj4fIKxg/3LgKuuCYmlqZ8KGqR2xMlZyIfGGk28ln/ZvyatVVrP9vzwoOtKO7diY9VNuRBr0/+2EqLHo5W3HP7O6E+BuRWGZmo/+DGfk0iCi0x+e1vj/gpPXMhn/+2kKSivo6GHFojF+VOjGiyq5cGG6miqYFwJM7uouXhgqCxmzKhqAnl62TOoi5CRdTrl1Hd/SWIm3g6CpOV1DV+bZFkIhExKbTVr+jY6eRCIRNTR/Xbj3QuZUdBZqjRY3ayMx36aJrQnD2wsdnkcpNd1EJWf2M54EznmKD/s1x9nCkKzCMlafjGX4kpN0/uY/3t4axqbTcUSl5df65yopV3MxKY+d5xL58M8LPPXjYTp+fZDZW8LYF5FKmVpDMzsT3nnOi2Pv9mLt5AB6etk1SEZRQ3H0SjpvbRG8YsZ3asyspxu2K3LwUioLdF3r5o5mRGcUopJLGd/RjQW6Qn/uwJYN5has51YaJkyiAdBoNLzxxht06dIFHx/hwpWSkoJSqcTCwqLaY+3t7UlJqVmYWVpaSmnpjbu6vLyafUz03B2JRMLcAT6cvp7FldQCftp/RTQ4qy1uNsb8NLwtU9cEs/JEDL6NLG8bWd/Ly44P+7Xg8z0X+fqfSJaNa8/rTzdj/sGrfLQzHGtjJc+3cmTd5ABGLw/iXHwOk1aeYfVL/hjr8lHe7eONralKDLF8+scjbJveifZuVgR4WLPrta5MWxtMeGIeY5ef4uMXWzCuY2MczA3YMLUja0/G8N2+y5yOyaLPvGPMeroZL3f3eOzvqA5FpvHK+hBKyjV0a2bD0nHtMVTKSNd1SmxMlOSVlDNtbQiFZWo6elgx53lvlus23CpHPPOqxBdM6OQmrrbGZ9e8GeTvbkVkSj5nYrLo28qx2tcczA1o5WzOhcRcjl7JqDY+fN7Hge/3XSbwWibZhWVYGitvPvUtHNdptbo0rT7ymPW0J9vPJhIcm82hy2k85W1f0+EPJWYGCqZ082BiZzeOXk1nz/lk9kekkpJXwraQBFGsbaCQ4mJphKulIU4WhhgpZSjlUpQyGWqtltyiMnKKy8kuKic+q4jYzEJubupIJeDjbE7Xpja82MYJbwfTh9bVPTQum+nrQihXa3mhtWODesUAxGUW8ebmc4DQjaosxGf2asr8/66i1mgZ2NaJQb4udziLnvry0Lwrz5gxg/DwcDZt2lSv83z99deYm5uL/1xdXe9+kJ7bYm2i4uvBrQFYejSakNi6t92faWEvdkr+74/zd9yImtTFjdEBjdBq4fVNofT0smWUv/DxrE3nOHktkxZOZqybLDj5BsdmM2nVmWorvJO6uLN47I04g6GLT7JF5zbsbGHI1mmd6d/GiQqNlo93RjB7Sxj5JeXIpBImdnHn3ze7091TED1/v+8yA3478VCukzYU64JimbImmJJywYF02XihiAHE7CxrYxVvbQkjOqMQR3MDfhvdDrlMKoqANRotoXHZ1ZKrC0orcLIQDPWSc4pr7Aq00fnK3G6E2d1TKDqOXkmv9nkPWxO8HUxRa7SigPdunNGNjm4WXTqYGzBRJ1b+bu/lR3KsKJdJecrbnp+GtyX4o96smtSBGb2a4O9uhUoupaRcQ1RaAYcup7P+VBzLjl1nwaFr/HzgCvMPXmX1yVh2nkvi6JV0rmcIRYyZgZz2jS2Z2NmNpeP8CP3oWXbN7Mq7fbxp7mj20BYxUWn5vLTqDEVlaro1s+Gn4Q2TZl1JSbmaV9aHkFdSQStnc9LzSymtEG4ArqQVkJBdjKuVIZ/rTD313D8eio7MzJkz2bNnD0ePHsXF5Ubl6uDgQFlZGTk5OdW6MqmpqTg4ONR4rjlz5jB79mzx47y8PH0xU0+eaWHPkHYu/HE2gbe2hPH3rG4YKev2pzP7GU/OxecQeC2T6etC2Dmza40psxKJhM/6tyQ+q4hjVzOYtPIMG6d2JLuwjL0RKby8JphN0zri42zO2skBjF1+itPXs4RsmokdxNl8Hx9Htk3vxNDFwijy3T/OcyExl7kDfTBUypg3si0tncz4dm8kO0ITCY7N4pcRvvg1tsTF0ojVkzqwIzSRz/dc5GJyHgMWnGCQrzNvP+eFs+7i/Kij1mj5bm+kuCI/1M+Frwa1qmYQlqwTaVeae1Wa4tnc5L9Rptbw7rbz1e7i80rKcTQXzPMKy9TkFVfcsr3UykUw1YtIykOt0d4Sote9mS0LDl3j2NX0W77er5UjkSn5/HUhmeEd7vxaLyytEJO3/Rpb3vL1V3o0YcOpOCJT8tkVlsTABxwkWR9Uchk9vezo6SVshZWrNSRmFxOfXUR8VjEpucWUVGgoq9BQWqFBJgULQyUWRgrMDRU4mhviaW+CranqoS1WbkdUWgFjlp8iu6icNq4WLB7r12CGd5V8uiuCiKQ8rIyVOFkYsC8iFXNDBZ2b2PDt3khkUgnzRvo+FBlejzsPtCOj1WqZOXMmO3bs4L///sPd3b3a1/38/FAoFBw8eFD83OXLl4mLi6NTp041nlOlUmFmZlbtn5768/GLLXA0NyAms4hv/4ms83nkMinzR/niYGbAtfRC3tt2+3BJhUzK4rF++DayILe4nAkrTzP7WU/83YU17Qm/nyEus4g2rhaseskfY6WMwGuZTF0TXG1zo72bFcff6yV+vDYolmd+OoJWq0UikTCtRxO2TOuEs4Uh8VnFDF9yknkHrlKh1iCRSBjczoX9b/ao5mnS64fDfLs3stbbMg8b6fmljFtxSixi3nrGk++Htr7lTf/moM3vhramravFLef7+0IKV9MKsDFRimvVecUVGChkWOnGPkm5t46XmtiaYKiQUVSm5nrGrZqkdo0tMVHJyS4qJyKpetemry576URURrUttpoIi89BowUncwMczW8tRC2MlEzvIXQNf9x/+aHzaKkPCpkUNxtjujWzZXRAI2Y/68X7fZvzaf+WfD24FV8MbMXbz3kxpZsHw9q70rWZDXZmBo9cEXMlNZ+RS4NIzSvFy96UlRM7iCPnhmJLcDybzgi+ME9524lC9NefbsZv/wmbUW/2blbNOFLP/eOBFjIzZsxg3bp1bNiwAVNTU1JSUkhJSaG4WHijMzc3Z/LkycyePZtDhw4REhLCpEmT6NSpEx07dnyQT/2Jw9xQwfdD2wCw+mQsJ27jCXMv2JgIOT1yqYS/LiSz+MjtzfKMVXJWTfQX/WNeWnWGL3VbUBkFpYxeHkR8VhF+jS1Z9ZK/mJhdmaFSiYulERc/f078+GpaAe5z/hZHUe3drPjnjW4MbCukcv984AojlwaJIYi2pip+HtGW3TO70tHDirIKDYsOX6Pn94dZdeL6IxnoF3gtg77zjxF4TXA4nT/Kl9eeblbjhauqId17fbxv6VSU3nTB/3yAjyhurCz2LHRdmLwaIitkUgleOsFvZA3p5AqZFH/dGvbNguAmuvFSxT2Ml87qErPb1dCNqWRSFzdsTVXEZxWzqUq+l56Hn4tJeYxcGkRGQSktHM3Y+HJHsYBuKCKScvnoTyGCoK+PI3vOC67T03s0YVdYEoVlavzdrXilpz4Q8n/FAy1kFi1aRG5uLj179sTR0VH8t3nzZvExP//8My+88AJDhgyhe/fuODg4sH379gf4rJ9cujazEbdT3tkaVq9uhF9jSz7WGZF9uzdSfDOoCXMjBWsm+4vp1a+uP8u8kb642xiTkF3MyKVBxGUW0cHNit8ndsBIKeN4VAajlwVVCxU0Usq59lVfjJU3VkJbfLxP9HwwM1Dwy0hffhnRFlOVoLvpO+8YW87Ei12jVi7mbJzakeXj29PE1piswjI+3X2Rrt/+x4JDUeQWPfwdmryScuZsv8DoZadIzy/F096EXTO73lZ8vf3sDcO5p7ztmN7D45bHJFfpsjzv40DfVo5iV6dcV+SY6lrseSUVtxwPQkECEJ1es4fP7QoZQBQI/32X7aULOg1OpSanJoyUcl7XbbbMPxhFYWnNz1fPw0V4Yi6jlweRVVhGK2dzNkwNaPAiJre4nFfXn6W0QoNfY0vOJ+ZQUq6hu6ctWrSExedgZiDnlxFtbxmP6rl/PPDRUk3/Jk6cKD7GwMCABQsWkJWVRWFhIdu3b7+tPkbP/WdOX28aWxuRlFvCXN1GUF0Z38ntRkjklrA7ContTA1YNzkABzMDrqYV8M62MJZPaI+HjTGJOcWMXHqSmIxCOnpYs1G3mn0+IZdhi0+KXRUQ7vwjPu9TbfOl909H2FolfHCgrzN/z+qGny7b5t0/zjNiaZAoTpZIJPRuYc++N7rzxUAfnC0MySgo4/t9l+n8zUG+/OtitQv7w4JGo2XnuUR6/3hETOAdHdCIP2d0oamdSY3HHLiYymzdmjXA8vHta+zYrAu60bmoXJe/GTOd10z+bQrgJnaC18zt1t0rC5kzMbf6o/RtJbwnnIjKvGPhcVGnj2npdOeR88gOrjS2NiKjoJSVJx6+QEk91TkXn8PoZUHkFJXj28iCdVMCsDBq2CJGq9Xy9tYwYjOLcLYwRALEZxXjbGHIyA6uooP1N0Nai+J2Pf8bHpqtJT2PBkZKOT8Oa4NE5/Nyr5sit+OjF1rQu7k9ZRUapqwOvqOjrquVEeum+GNpJDgOf7DjAqtf8qeJrTFJuSWMXBrE9YxC2rhasHW6oHmJzihk6OJAIm/yL/lhWBt+G+0rfvzOtvMMWnhCvEC6Whmx+eWOzHneG0OFjNPXs+g7/xjf74sUx0hymZSxHQVTsl9GtMXbwZTCMjXLjl2n27eHmLI6mL3hKQ9cZ6HVajl8OY0Xfj3OrE3nSMsvxd3GmE0vd+SrQa1uK9zeeS6R6etCxI+H+bnUuPWx89yNsdOLbZywNa05gM9QJ8Auvs0YzsNG15G5zd9AK2dzDBRSsovKb3lME1sTXK0MKVNrbpu9lFtcTnyWUGC2uEsho5BJmf2MJwBLjkSTXXhn7Y2eB0dIbBZjl58ir6SCDm6WrHnJ/75kGS05Gs3+i6koZVJaOJkRHJuNUi7lmyGt+Hz3RbRaoQC+2T5Az/1HX8joqTXt3ax4uZswXnh3W1g1C/raIpNKmD+qLa1dzMkuKmfiytPVMpRupqmdKatf8sdEJScoOovPdkewbkoAzexMSMkrYcSSk1xLL6CJrQl/vNIZT3sTUvNKGb74pLh2W8kLrZ048k5P8ePQuBw83v9bDLmTy6RM69GE/bO707u5HeVqLQsOXePZn49WywVSyKQM9HXmn1ndWDmpAwHuVlRotBy4lMr0dSEEfHWAT3dFcD4h539qtFZSrmZrcDwDFpxg4sozXEzOEw3U/pnVjY4et898+f34dWZtOkdFlc5H5fZLVSJT8piz/YL48Sj/G1tDarVwbGWLvbKRc7v/BI2sBE3N7VKoFTKpmOF0s+BXIpHQXZebc/OKdiWVgmUnc4N7ult/sbUTzR3NyC+tYNGRusd06Ll/nIrOZNyKG+aNqyb5iyPMhuTktUy+2yssOfTytuXAJeEG7osBPqwLiiUlrwQPG2NxXK7nf4u+kNFTJ2Y/6ykWHzPWn61X18FIKWf5hPY4WxgSk1nEyzdtHd1MaxcLlk9oj0ou5cClNL79J5L1UwPwsjclLb+UkUuDiErLx8HcgC3TOuHX2JK8kgrGLj/FgZs6SI2tjYn68nlMq2w1+H91sFras4ulEcvGt2fJOD8czQ2Iyypi4sozTF51RlzlBeFi2svLjs3TOrH/ze5M6+GBnamK7KJyVgXG0P+3E/h/dZC3t4ax455UCQAAYkxJREFUOyzprhs2daGsQsPxqxl8sjOcjl8f5J1t5zmfkItSLmVqN3eOvtuL159udlvr+HK1hs92R/C5LuSu0nHXVCXn6ebVC5mcojJeXhNCUZV0azfrG9EE+TotTKXLrwShkrldKeegW9HOKCi7rYt0SydhTfti0q1Glz08hULmyG0KmcpuX5PbjNFuRiqV8G4fL0DI4LpdgaXnwXDsajoTVp6mqExN16Y2rJzo3+DbSQBpeSW8tjEUjVaI0wiKzkKrhVH+jcgqKmNfRCoKmYT5o3zrbEuhp37oCxk9dUIll7FgdDvMDRWci8/hq79vHztwL9iZGrByUgdMdeZ272w7f0dDso4e1iwaK2w+/Xkuie/2XmbdlABxu2nk0iCupOZjYaRk3eQAnvK2o7RCw7R1IWypoocBofNy4bPneO2pG1sGb28No8f3h0RrfolEwnMtHdg/uwdTurojk0o4GJlG3/nHmLUptFoyM0Aze1PmPN+cwP97ilWTOvBCa0cMFTLS80vZFpLAaxtDaTd3P/3mH+PdbWGsDowhOCar1sLS3OJyAqMyWHzkGq+uD8Hvi/2MXXGK1SdjySkqx9nCkPf6eHPy/57ig34t7ih+zCgoZezyU6w8ESP8N3jWUywc+rZyrFb8lKs1vLYxlLgq+iMDhRQHM4Nqzw1uaGO0ty1hBCyNFKJAOC3v1swluKFtCU+61Tivc1Mb5FIJMZlFNY4oY3S/o6rF1t3o6WlLgLuwpTbvwNV7Pk7P/WVrcHy1LLDlE26YNzYk5WoNMzeEklFQipu1ERmFpeQWl9PGxZxeXrZ8q+vSfPxCC3yczRv8++u5N/Tlo54642plxE/D2zB5dTCrAmNo72ZZr0RZT3tTloz1Y/zvp9kdloSrpSHv9vG+7eOf8rbnpxFteXPzObaFJFBSrmbNZH8m/i6MUUYtDWLdlACaO5qxZJwf//fHBf44m8C72wRX4ff6eCOvEjnw1rNePO/jSN/5xwCIzSyi6Qf/sP3VzqIfhIlKzocvtGB0QCN+3H+Fv84ns/NcEn+dT2akvyuvP9UMuyoXc7lMKpqSlVaoCY7J5vDlNA5fTudqWgERSXlEJOUBNzpApgZy7M0MsDNVYWOiqhaLoNFqySgoJS2vlLT8ErJr2JISPFzs6ePjQHdP23vanjh2NZ13tp4nJa8EY6WMH4e3pZWLOT2+OwTAiCojI61Wywc7LnDsagaGChmj/Bvx+4nrtHa2qKahySkWOk6VHZnKzo3xbS44EokEezNh7Tk1rwRXq1uzaSovFhFJeaIPUCUmKjl+jS05dT2Lo1fTcbspuDI2Uyi6Gtci80YikfBuH2+GLApka0g8U7t73FYYref+o9Vq+fnAVebrUqwHtHXiu6GtxQywhv5eX+y5yOmYLExVcmxMVATHZmNlrOS9Pt5MWxci6mLGNnAIpZ7aoS9k9NSLp5sLsQMLD1/jvW3nae5oJq7R1oXOTW34Zkhr3t4axsLD13C1MmKUf6PbPr5/GycUUgmvbwplz/lkSsrVrJrUgZdWnyE8MY/hS06yZJwfnZvY8MOw1oKt/qEolh27TmRKPr+NalfNZbaFkxlXv3ye5+cdE9eyBy8MpHMTa1ZN8hc7Bh62JiwY3Y5XeuTy/b7LHLmSzrqgOLYGJzDI15lJXdxFX5RKVHIZXZra0KWpDR/0E7QgYfE5umIml4vJeaTmlZJfUkF+SYH4/e+Gi6UhrV3M8XE2J8DdGl9Xi3u2Yi8oreCrvy+x4VSc7ucyZuk4P5ramfLJznAqNFo6eVhXM/b65cBVtgQnIJXAr6N8+U+nF/JtZFHt3JXaqcoNjkpfnzu1/y0MlcRTXC3RvCrN7E2QSyXkFJWTlFtyi7tyDy9boZC5ks74Tm7VvlaXjgwIVgHPtLBn/8VUvvknkuUT2tfqeD0NQ1mFhv/74zzbdZ5GM3s15a1nPe+bYd/vJ2JYfTIWiUTwHTpyJR2pBL4e3IqPd0WQX1JBu0YWfDagYfOb9NQefSGjp97MfsaTs3HZBEVn8cq6EP6c0aVes+Khfi7EZRUx/+BVPvwzHCcLQ1H/UBPPt3JkqULG9HUhHLiURmlFGMvHd+D1jaGcjsliwu+n+X5oGwbqogWaO5rx9tYwjl3NoP+C4ywb3x5P+xtFh0Im5cDsHvx1PpkZG84CEHgtE88P/2H9lIBqYYM+zuasfsmfU9GZfLfvMiGx2Ww6I7h+dmtmw0td3OnhaVtjYeFkIQT3PV9lyyG3uJz0/BJdx6WUjIJS1FVGbBIJWBophY6NmQpHM8Nb7P7vBY1Gy5/nEvl+32UxfmBCp8a897y34LeTXsAG3Yr2zCojt5UnrjNPdzc8d6APvVvYi2nmVQuZCrWG5BzhvK66hOkCnWampkiKSiq3TW5XyKjkMjztTbmYnEd4Yu6thYynLd/tFUIky9UasZul1WrFjoybTe1TiN/r48WhyDQOXErl0OU0etUgfNZz/8gtKmfaumCCorOQSSV8OdCHkXe4wakv+yJS+OIvQSf2vI+DuJ351rNebA1OICqtAHszFYvH+t2XbpCe2qHXyOipN5WxA7amKq6kFvDhjvB6b+e82bsZg32dUWu0zFh/tpqotiZ6eduxUmeGd+xqBq9tPMvCse3o18qRcrWWNzafY+HhKLRaLf1aO/LHK51xtjAkNrOIQQtO8G/ErWnq/Vo7EvHZc9UuvGOWn6LjVwdv0bIEeFizbXontk3vRN9WDkglCBlRq87Q+6cjLDp8jYTsopu/xS2YGypoamdK56Y2DPR1Zko3D6b1aCL+e7l7E4a1d6W7py3eDma1LmK0Wi1Hr6TTf8FxZm8JIzm3BBdLQzZMDeCzAT4YKeVotVo++jOccrWWnl62dNaFK64OjBHTxF9/uhljAhoTk1HItfRC5FIJnZrcKPCSc0uo0GhRyqTY6daxbyRo17yeXfnzw+0LGbihk6lJ8NvcwQwLIwVFZWrR/A4gs7CMgtIKJBJBvF1bmtqZMkkXKPnZrojbipH1NDzxWUUMWRxIUHQWJio5Kyd2uK9FzLn4HGZtCkWrFYqY0LgcytVanmtpT2m5mgOXUlHKpSwZ177aGFnPg0NfyOhpEOxMDfhtlC8yqYTtoYlsOhN/94PugEQi4eshrQhwt6KgtIJJK89UM7aric5NbVg72R9TAzlnYrJ5adUZ5g70YUpXIcPru72X+WhnOBVqDS2czNg1swsdPawoLFPz8toQ5h24eovA2FglJ/yz5/h5RBvxcyl5JbT8ZB8LDkVVK9gkEgnt3axYOMaPo+/2Ymo3d0xVcqIzCvl2byRdvz3E0EWBrDkZQ0ZBzWLW+0VJuZotZ+J5ft4xxv9+mvDEPExVct7r482B2T3oXKUI2XQmnsBrmajkUj7v74NEIuH349f5ZFcEAK/2bMKbvQXn28o1VH93q2reHZXGc03sTJBKJRSXqcnR6Xkqt5NqolKwWVJ++y04D93o8maBNQibRv5ugnHeqegb6/aVomRHM4PbbmzdjVm9PbEzVRGTWcSyo7eP1dDTcJxPyGHQwkCi0gpwMDNg6/ROdL9Dd7a+xGcVMWW1ICLu2tSGzIIyknNL8LA15pkWDsz/LwqArwa1qjFrTM+DQV/I6GkwAjyseec5YV31k10RhCfeullSG1RyGUvHtaepziNm9PKguzrm+jW2YuPUjqJp3uhlQUzr0YRPXmyBRCI40E5fF0JRWQXWJirWTg5gQidBqPfzgSu8sj6kxpiBQb4uRM7tU+3N6/t9l3Gf8zfHr96aO+ViacQH/Vpw8v2n+XpwKzp5WCORQHBsNh/vjCDgq4MMWRTIT/9e5uS1zPuS1VRWoeG/yFTe3hpGwFcHefeP80Sm5GOklDGpixuH3+nJKz2bVLuwhyfmigXLm8944mJpyJd/XRTXsaf3aMI7z3mJmoDdYUK0RO/m9tW+d4Tud++j655U/t6MlDJxi6kmKkdB5erbFzKVYt3Y2xS2lQ7Ap67fMMZLzxcKx/rcQZuo5HzQrzkAvx2KuqcOm56682doIiOWCLlJzR3N+HNGF5o73r8Q4NziciatOkNGQRnNHc0wUck5HZOFkVLGW8948fFOIV9pUhe3as7geh48eo2Mngbl5W4eBMdkceBSGq+sD2HPzG510nBUYm6kYN3kAEYsPUlsZhGjl51i88sd73hB8nE2Z/O0ToxZforIlHxGLDnJ+qkBOJobMGvTOQ5cSmPU0iBWTOyAjYmKzwb40MLJjA//DGdfRCoXEo7y84i2BNxkGGegkPHnjC5cTMoTN5sAxq44BcD+N7vTzL66wNdEJWeUfyNG+TciJbeEPeeT2BWWxPmEXEJiswmJzWb+f1Go5FL8GlvS0smMZnamNLM3oZm96R31JFXRaIRtpksp+ZyNzeZsXDahcTnVgjOdzA2Y0NmNkf6NanQ+Tcsr4ZX1IZRVaHja245xHRvz2qZQ/jov5Be985wXr/ZsIhYxEUm5hCXkopBJGNC2+rba+cpCRrdlVCm0dbU0uqMwUikTvnanQqbSOC8us+ZCotLoLzgmmwq1BrlMKposWtcze6d/Gyc2nIrj1PUsvthzicXj/Op1Pj23UlKuZu6ei6zXCdB7etny2+h29/xaqAtlFRpeWRcidn5aO5uzOTgemVTCV4Na8d2+SIrK1HRuYs0HfZvft+ehp27oCxk9DYpUKuHHYW3p9+sx4rOKeWtrGMvG+9VL1e9gbsCGqR0Zvvgk1zMKGbP8FJte7oj1HbQWnvambJnWiTHLgojOKGTQgkBWTGzPhqkBTF4dTFhCLoMXBrJ8giD0HdGhEd4OZszaFEpMZhEjlwXxas8mvNHbs9r6MwibTde/7suak7Fi9wLgmZ+PYm6o4O9Z3W4RoVb+HFO6eTClmwfxWUUEXssg8FomgdcySc8vFf9/VWxMlFgYKbE0UmBhpMRUJadCo6VCo6GsQktRWQVJOcUk5ZRQVsPF385UJYY4tnezuu0qdmZBKWOWnyI+q5hGVka82qspgxcGcjk1H4VMwndDWzPIt/pdaGVe07MtHKr9LsoqNJzRBTv66VKmL6cIG1g3b3LdTKUouuIOHkKVHZlK3cvNF7jmjmaYGsjJL6ngYnIerV0sxEKmviGCEomEzwf40Hf+MfZGpHDwUipP39SN0lN34rOKeHX9WS4k5iKRwOtPNeP1p5vd1wBGrVbL+zsuEHgtE2OljD4+DqwKjAHgs/4t+eNsArGZRbhYGvLb6HbVLBv0PBzofyN6GhxzIwWLxvihlEk5cClVDFOrD84WgiC1MjRy7IrTd3XGdbcxZsv0TjSxNSYlr4Rhi0+SXVjOH690xtXKkLisIgYuOCGOR9q4WvDX690Y5ueCVgsLDl1j6OKTNWoxJBIJEzq7ETm3DyM73PBYyS0up8s3/9Hq03235DtVxdXKiBEdGjFvpC+n33+aA7O789WgVkzs7EaXptZiXlFGQRlRaQWciclm/8VUtocmsissib8vpHDgUiqB1zKJySyiTK1BKgE3ayMG+Tozd6APf73elaA5T/PZAB8CPKxvezFIzClmzPJTXNXdjQ7ydWbcilNcTs3H1lQYv91cxKTllbA1WPC+GRNQXXgZGpdNYZkaa2OlGClwRRe4ebdCpkIXa6C4w4XL1EAhFiQ1/W5kUgkdbtLJZBboChmT+gcJejmYMlmnu5qz/cIjkXj+KPBfZCov/HqcC4m5WBgpWDmxA28+43nfU6R//S+KbSEJyKQShndwZW1QLCCsd8dlFYl+ScvGt2/wNG09DYO+I6PnvtDKxZxP+rfggx3hfLfvMm1dLW4Z1dSWxtbGrJ8awIglQVxKzmPcitOsnxqA2R2yVVwsjdj+ShdeWR9C4LVMpq4N5sN+Lfjz1S68tjGUwGuZvLYxlHPxOfzf894Yq+R8P6wNPb3smLP9PGHxOfSdd4zPBvgwpJ3zLZ0lA4WMb4a05qMXWjBtbQjHowS9TH5JBX1+EcZPKyd1oKen7W27UhKJhKZ2pjS1q36RzykShIbZhWVkF5WTXVRGYWkFcpkUhUyCQibFQCHF0dwQZwtDHMwNbuke3Y2Q2CymrQ0hQ3ehl0kl4np1Jw9r5o1qi53prWO8xUeiKa3Q4NfYkk5Nqv9eKyMCOje1ETssYfE5ADR3vEsho+vE3O2ut5GVEVmFZcRlFonuw1UJcLfiv8g0Tl3PYmp3D7IKBY1MfUdLlcx+xpMDl1KJTi/ks90R/DSibYOc90mkQq3h5wNXWHBIyLNq42rBwjHtauxqNjR/hiby0/4rAAxv78qWM/GoNVoG+zrT1M6ENzafA4SQ2fupz9FTP/SFjJ77xmj/RgTHZLMjNJGZG0P56/WuNV4Ua0MTWxM2TA1g5NIgLiTmMvH306yZHHBnbxIjBatf8uejP8PZdCaeuXsuEpNRyMpJHfjlwFUWHb7GiuPXuZCQy29jfLEzNaBfa0faNrLgzc3nOH09i7e3hnHwUiqf9m+JfQ36HGOVnHVTAsgtKmfGhrNiQQMwaeUZAKb18OCVHk3uKbAQwMJIec+PrS1lFRoWHb7Gb4euUq6+McZJzClGKZcy6//bu+/wpuu1j+PvJG3Tvemku6wyWlbZUwQVFcXBcIADFXHieNSjctwDj+MginJkiSLuiYAge1M2tFBauvfeaZP8nj/SRiurQNs05X5dVy8gbdJvfy3NJ99x31d04oEREWd8NZxWWMUXu0yvWh+9olOjgKYoCr/W76kZU9+bKb9cZ+5W3TfY87zjAs4byII9HTmQXkJG8Zk3f/ev3/Abl1qEoigUmpeWzr4ceSHsbTXMvTmaWxZs5/v9mYzu5nNJVa0vV3nlNTy64gA76juWTxsUwnPju7VKbZZdyYU8/e0hAMb39GddfC6V9ftgbhsYwtSFOwHTKb3xvaSjdVsmS0uixahUKl67sQedfZ3JL9fx6IoD5t5Fl6Kzrwuf3xOLq70N+9JKuHvJHqprz33qx1aj5o2JPXnumq6oVPD5zlRmLItj5sgIFtze13xC4dr/bjV3yQ50d2DFjIE8Na4LGrWK34/kMOY/m1i2I6VRkbq/c3O0Zfm9Azj077Hm01ANPtmUTMzLfxD6zG/8cjCrWa7FhVIUhe1JBVw3byvvrTvRKMQADI7wYs1jw5k1KvKMIUZRFF78+Qg6vZHBEV4M6+Td6P0H0ktIK6rCwVbDlVGmvSN7669nF1+X8278rtCZlmmcz3GyCfjb0tuZj7H3CHBDa6OmuKqOpPxKc10a9zNscr5YfUM8eHCkqVjgs98dPm95APEXRVH46UAmY9/bzI7kQhztNPx3Sm9emtCjVUJMUn4F930eR63ByJBILxJyysgv19HF14VXbujBw1/uQ6c3MqpLB54Y26XFxyMujQQZ0aIc7Wz46La+ONpp2FFf/bY5dA9w4/P6mZjdp4qYcZ6O2WAKVvcNj+Dj2/pib6tm84l8bv54O93ra8p08nEmr1zHlE93snjbKRRFQaNWMWtUJD8/NIToIHfKdXpe/OkoEz/eztEzNC5s4Gpvy0sTepD0+jW8fVOv097/8Ir9RP7rd6JfWssP+zMoq2nZfRZGo8KWxHwmfbKTqQtN+1/+LtLH1HLhi3sHEOZ99hL+vx7KZuPxfOw0al65ocdpy2Vf1++buTLK11zdeXOiaalpYPi5Z2Pgbx2zzxNkGorq5Z8lyNjZqM1H5femFKGrr0vT3I0FHxvTiX4hHpTr9Dy0Yr8UymuCggodM5fv49GvDlBSVUeUv+n/3/XRrTOjlVFcxZ2f7aa0uo7uAa5U6gwk5Vfi52rPvKm9eejL/WSV1hDu7cQH9bWxRNsmQUa0uEgfZ96qfzL/dHOy+bTLpYoOcmfp3aZqvltPFjBzeZx5aeJcrurhxzf3D8anvhLxjR9to7iqlh9nDeHaXv7ojQov/XKMWV/uM5926R7gxvczB/PyhO64aG04mF7C9R9u47Xfjp2zY3XDBsKUN8ezbvaI0+qtlFbX8fjKg/T691pCn/mNuxbvZktifrMEG0VROJFbzhur4gl/bhV3fLab3SlFjT4mooMT702KZs1jwxnfy/+cp8tSCyt57vvDADwwMuK0nlrFlbX8sL/xBmCjUWFdvKkX05io85/uaZg5cTlPkPGq37TbsIn3TBo2/O5JKTYHDK1N8/7Ks9Go+WBKb9wcbDmYXsK/mqGqdXu26nA2Y9/bzOqjOdioVTw+pjM/PTTktP1hLSWntIapC3eRWVJNmLcT7o62HEgvwVlrw4I7+vLiT0eIzy7D21nL4rv6n3P/nWg7ZI+MaBXXRQeQlF/B++tM/ZM6ejgwrNOlV+jsG+LJoun9mb54NxuO5zNj2V4+vr3PeXs99ezoxk8PDeHuJXuJzy5j0ic7+b+ruvLfyb3pE+zB66viWXU4hz0pxbx1U09Gd/VFo1Zx56BQxnX34+VfjvHb4WwWbjnFqsM5PDWuC9dHB5yzWWOkjzP/m9YPRVE4kF7Ccz8cOa31wobj+Ww4nt/ottgwTwZHeNHVz7Qh2N/N/rTGi1W1eg5nlHIgvYQ9KcXmirtnMyEmgKmxwcSGeTbpaHx1rYEHv9hHuU5PvxAPHv5b/6UGX+5Oo6bOSPcAV3NRugMZJeSX63DW2jAg7PybvRsK13VwPvdeqg7O515aAugXajr6vTe1yBxw7Zo5yIBpCXLelN5MX7ybb+My6Obvaj7VJEyKKmt58acj5v1TXf1c+M+t0WfcqN1S8sprmLpwJ2lFVQR7OhIT5M4P+zOxUauYf1sfFmxMMrdBWHJXf0IusLmosByV0s5fPpSVleHm5kZpaSmurrLr3JIURWH21wf5YX8mLlobvp05+LzHcZtqS2J+/fKSkT7B7iya3r9JG2UrdXr+77tDf9ug6ss7t/Qivaiax78+YO5APbl/EM9fG9VoU/GGhDxe+OmIecNpN39Xnr6qyzlPKP2ToigkF1Ty9d50PtnUsmXvx/f05+qefgzr1OGMBfHOps5g5P7P4/gzIQ9PJzt+e2Qo/m6NT5SU1dQx/O0NlFTV8e6t0UzsYzqu/fyPh1m+M40JMQF8MLn3OT+P3mCk8/O/Y1Rg93NXnLPo4eGMUq77cCu+rlp2PTfmjB9TVlNH9Etr+ftvuDWPDW+2n7l/+mzrKV759RhqFcyf2qdRM9DLlaIo/Hwwi1d+PUZBRa1pqXZkBA+N7tQiofJsiiprmfzpDk7kVhDo7sB10QEs2GQ6JfXOLdHsSyvmy11p2GnULLm7f6OWHcJymvr8LUFGtCqd3mBa4jhVRKC7Az/MGnzJJ5kaxKUWcdfiPZTV6Oni68Kye2LPeMLonxRFYfmuNF755Ri1BiOB7g58OLU33fxdeWfNcT7bdgpFgY4eDvznluhGx8iraw0s2naKBRuTKK9fYooN8+SZq7vSJ9jjgr8Go1EhKb+CnaeK+HF/JnGpxRf8GA36hngwuX8QMUHuRHRwPuds0dkYjApPfmMKn1obNcvvHWBesvm7uWsSmL8hiU4+zvz+6DBsNGpq6gz0f20d5TV6lt8zgKGdzv3kkFNaw8A31qNRqzjx6tXn3JuQVVLN4Df/xEatIvG1q88aHK/+YEujWa+NT44k9Bx7gC6FqbDaEVbsNj0hLpre/7xfc3t2OKOUl345yt76n+HOvs7855YYenZsvVkYMHXOnrJwJ8eyy/B11TJjWDivr4rHqJiO0RsVhffXJaKqD6DXSABtMyTI1JMg0/YUV9Yy8ePtnCqoJLqjG1/dN6jZNmEm5JRx52e7ySvX0dHDgeX3DGjyE9eRzFJmfbmP1MIqbDUqnrm6G3cPCWVX/fHrjOJqVCq4d2gYT4zt0qhHUXFlLR9vSmLJ9hTzMsbYKF8euaKTuUz/pdLpTY0XM0uqKaqoRaNRoVGpsFGr8HbREubtdMF1ZM6lutbAI1/t549juWjUKhbe2ZfRXU/f55JaWMm49zdTU2fk0zv6Mra7HwDfxmXw5DcHCXR3YMvTo84bpHYmFzL5050Eezqy+elR5/zYqlo9US+uAeDYy+POupT44k9HWLYj1fzv7c+MJqAF65MYjAoPr9jHqsM5ONppWDS9v7llwuUiv1zHO2uO83VcOooCDrYaZo2KYMbw8FY5kfR35TV13P6/XRzMKMXb2Y77h0fw9poE6gwKk/oF0aOjGy/8aOqh9MoNPbhjYMh5HlG0pqY+f8tmX9HqPJzsWDy9Px6OthzMKOWxlftP6zp9sbr6ufLdzMGEejmSUVzNzQu2N7l5ZY9AN359eCjje/pTZ1B45ddj3Pd5HN38XFn92HAm9w9CUWDhllNc88EWc+G3hq/puWu6sfHJkdzaryNqFaw9ZqpUOvnTHayPz73kr1Fro8HX1Z4+wR6MifJlVBcfhnfuwOBIbzr7ujRriMkpNTXp/ONYLnY2aj6c0vuMIcZoVHjmu8PU1JmOYzccuTYaFT7dbJq6v21gcJNmg1Lqa82c69RUA3sbDQ2TMJW6s58U6veP2aOWftWmUat4b1IMwzp5U1VrYNqi3WxIyGvhz9o21OqNLNyczOh3NrJyrynE3BATwIYnR/LQ6E6tHmIqdXruWryHgxmleDjact/wcOauOU6dQWF8T3+GdvI2N4J85IpOEmKsmAQZYRGh3k58emc/7DRq1hzN5c3VCc322EGejnzzwGCi/F0pqKhlyqc72ZlceP47Yip//+HU3rwyoTt2GjV/HMtl/LwtHMks5c2bevHZtH50cNGSXFDJtEW7uf/zvY3qhwS4O/D2zdGsfXw4E2IC0KhV7Ewu4p6lexnz3ia+2JV63po3lrb6SA5XfbCZ/WkluDnY8sW9A86632P5rlR2JBdib6vmzYm9zEs8fybkcSK3AhetDbc38Qki+QKCjFqtwrF+Rqyq9uynxvqHNl7ea43aPVobUzn7K7r6oNMbmbFsL9/vy2jxz2speoORH/ZnMO79zby2Kp5ynZ5eHd34buYg3p/cGz+35lk6vhDVtQbuWbqHvanFuNrbcN/wCN5Ze4Jag5Gre/gxOTaIJ74+iKLAlNhgHh/TqdXHKJqPBBlhMf1DPZl7y1/HspfvTD3PPZqug4uWr+4fSGyYJ+U6PXcu2s0fx859kqeBSqXijkGhfDdzMMGeppmdyZ/u5IUfjzAg3Is/nxjBvUPD0KhVrDmay5h3N/HBusRGdWwifVz4YHJvtjw9ivuHh+Nib0NyfiX/+uEIg95cz5yfjrA/rbhNHdXNLKnm0a/288DyOEqq6ugR6MoPDw4+454YMPVUeuXXYwA8Na4rwfXNHA1GhXfWmuoFTR0Y3OQjrMeyTHtZmroZt+HkVsU5jr83tG9o8M8CgC3F3lbDgjv6cl10AHqjaZP7q78es0gRxJZSZzDy9d50xry7icdXHuRUQSXezlrevrkXPz44hL4h568b1BJq6gzc9/le8wmk+0dE8P66E9TqjYyN8uWBERE8uHwftQYjV3X349Uz1EMS1kWCjLCoCTGBzL6yMwBzfj7KxuPNNw3vam/LsrtjGdPNl1q9kQeWx/HN3vQm379nRzd+e2QoU2JNNVE+35nKuPc2cyC9hOevjeL3R4cxKNwLnd7UK2bse5tZ94+wFODuwLPXdGPHs1fw4rVRdPRwoKSqjqU7Urnxo+2M/o8pBJ2p+WFrKazQ8fbqBEa/s5GfDmShUsEDIyL4fuYQwv9RK6ZBXlkNM5fvo86gMK67L3cPCTW/75u96STklOPmYMvMERFNGoOiKOYCgz2aeCS3IchUnWeG6++zMnpj6wUJW42aDybF8NAo01H1/209xZ2LdpNdeua2CtaiVm9kxe40Rr2zkae/PURKYRUejrY8Na4LG54cwa39gi5qY3lzje2hL/eZGz3ePzyceX8motMbGdPNh6ev6so9S/dSrtMTG+bJ+5NjpOBdOyCbfYXFKYrCE98c5Pt9mThrbfh25iC6+jXf90pvMPLM94f5Ns40vf/UuC48ODLigl6FbTtZwP99d8h81Hpy/yCeG98NF60Nvx7K5rXf4skpqwFMFWxnX9nFXEvln2PZerKAH/dnsuZoLtV/m8XpHuDK8M4dGNbJm74hHi26p0BRFA5llLJsRyq/HMyitn6mYGC4J8+PjzrnBuXiylom1R9lDe/gxE+zhuBSP+tSXFnLle9toqCilufHd+PeYeFNGk96URXD3t6AjVrF0ZfHNelrH//fLRzNKmPxXf0Z1cXnrB+3fGcqz9dv6Pz14aHNtvn6Qqw6nM0TXx+kus6Ai70NL13fnRt7n96EtC0rqNDxzd4MPt+RQlap6Wfd29mO+4aHc9uAkNNqG7W2mjoDD68wbU7X2qiZOTKCTzYlU11nYFSXDrx2Y0+mLNxJamEVXf1cWHn/oAsqQyBan5xaqidBxjrU6o3cuWgXO5OLCHCz58dZQ85ZR+RCKYrCG78n8OlmU62W66MDeOumXhd0WqpSp2fumuMs2Z4CgJ+rPa9P7MHorr5U6vTM+/Mki7aeMoeCoZHePH5lp7NOsVfo9Kw9msMP+zPZdrKAv+8FdrDVMDDckwHhXnQPcCXK3xUv50treFih07M/rZj18Xn8cSyXzJK/Zgaig9yZNTKCK6N8z/nkWlpVxx2LdnEooxRfVy1f3z+oUeGwR1bs5+eDWUT6OLPqkWFNrhXy/b4MZn99kJggd36cNaRJ95n40Tb2pZXwyR19GVd/UupMEnLKzJ3Iv31g0GkbgFvLybwKnvjmoLkT+LBO3vxrfLdmDe3NTVEUdiQX8uWuNNYczTEvzfm4aLl/RARTY4Obve3DxSirqWPG0r3sOlWEnY2a+4eH89nWU1TVGhjRuQNzb+nF3Uv2cCSzjI4eDnw/c3Cz/n4RLUOCTD0JMtajpMp0LDs5v5KegW6svH/geSv0XqjlO1P5989H0RsVegS68ukd/S74OO7uU0U8/e1BUgpNm3yv6enHs1d3I8jTkcySauZvOMk3e9PNv/SHd+7A42M60fscdWXyy3VsScxnS2IBWxLzKThD6X1fVy3d/F0J9nTEx0WLj4s9HVy1uDvYolKpUAEqlWnvQn55LQUVOnPn6aOZpebNtA3sbdVc1d2PaYNDzzm2BulFVUxfvJuk/Eo8nez4+v6BjUrL/3ooi4e+3I9GreL7mYOJru911BTPfHeIr/akc//wcJ69pluT7nPLgu3sSSnm49vOXXzOaFQIf24VYJqNmzXq9KrErUVvMPLJ5mTer2/YqVbBrf2CeGh0JB09HC02rn/KKa3h10NZfLk7jeT8v35uooPcuS02mOtjAhqVH7Ck/HId0xbt5lh2Gc5aGx4cFcH8P09SWWtgWCdv3rklmnuWmkKMp5Md380c3KQN5cLyJMjUkyBjXVILK7nxo+0UVdZyZZQvC27v2+xr2DuTC3nwC1MfJW9nOxbc3veCX6VX1xp494/jfLb1FEYF7DRq7h4axqxREbjY25JeVGUKNHEZ5k7Zwzp5M31wKCO7+JzzazIaFRJyytmSmM/BjBLis8s5VdA8e2gC3OwZ1qkDY6J8GRrp3eRX0zuSCnl4xT4KKmoJcLNn8V2xjTblHs8p58aPtlFVa+ChUZE8Oa7pHYMVRWH43A2kF1Xz2bR+XNHt/D2ZACZ9soNdp4r4cGpvru117oaDoc/8BkCfYHe+f7BpMz4tKaWgkrdWJ/D7kRzAdGz7qh5+3DM07KIKKTaHpPwK1hzNYc3RXPOsEYCTnYYbegcydUBwq7YUaIr0oiru+GwXKYVVeDvb8diYzrz5ewIVOj2DI7zqQ4ypDYmnkx1f3DuAbv7yPGAtJMjUkyBjffamFDH1f7uo1Ru5pW9H3rqpV7NvHkwvquK+z+OIzy7DVqPilQk9mFy/qfdCJOSU8eqv8Ww9WQCY9gw8MbYLt/YLQqNWkVpYybw/T/L9vgzz0lGQpwN3DAzh1n5BTWqjAKZloeM5ZcRnl5NdWk1emY68ctNbWX2jRUVRUDA9KXo7a+ngYnrr6OFAjwA3ugdc+PKUTm/g3T9O8OnmZBTFtI9n0fT+jSomF1fWcsNH20gtrGJwhBfL7o7F5gJq2pzMK2fMu5uxs1Fz4MUrmzwLN3XhTrYnFfLB5BgmxASe82MbggxAypvjmzy2lrY3pYj31p1g28m/ygN08nHmmp7+jO/lT2fflmumWFihIy61mLjUYtYn5JnbcYBpZq9PsAc39enI9TEBjVpztBX/LH751LguPP/DEcp1egaGezL35mhmLNtLQk453s5avpwxoEWvp2h+EmTqSZCxTr8fzmbWl/swKnDHwBBentC92TdGVtXqeeqbQ/x22NRnadqgEJ6/NuqCC8spisKfCXm89lu8efmmq58LL14bxeBIU4n6tMIqlu9KZeWedHOHZ62NmgkxAUyJDSYmyL3NbfzcdCKf1347xoncv/pNvXBtVKNNnWU1ddy2cBeHM0sJdHfgl4eH4unUtHDWYMGmJN78PYERnTuw9O7YJt/vjs92sSWxgPcmRXNj747n/NgRczeQWr8UeOqNa9rctT6WVcaibaf4+cBfG6/BFHr7hXjSN8SDviEehHk7XfCSjtGokFteQ0pBFacKKjmQXszelOLTlhptNSoGRXgzrrsvV0b5NlvrkJawN6WIu5f81Y5k5sgInv/xCBU6PbH1ZR3uWbqXk3kV+Lho+XLGQCJ9znwCT7RdEmTqSZCxXj/sN20AVRSYMSyM567p1uxPQIqi8OGfJ/nPHycAGBTuxUe39cHjAp+MwbRhefnOVN5fd4KyGr358R4eHcmgCC9UKhXVtQZ+PpjJ0u2pHPtbD6BAdweu7WV6Fd4z0M2iT7T704p5f12iuXKxp5Mdr9/Yk6t6NN5QW1ZTx92LTUXHvJzsWPmPPTNNdd28rRzOLL3gEvHTFu1m04l83rklmpv7njvINDSvhJbtt3SpymrqWHcsl98OZbMlsaBRqGng66ol2NORAHcHHO00aG00ONhpsNWoqa7VU6HTU15j+jOntIaUwkpq6s587DzSx5l+IR4MivBiZBcfqzjF82dCLg9+sY+aOiN9QzyY2CeQl3429UkbEObJ6xN7MmPpXpILKvF3s+fLGQNlT4yVkiBTT4KMdVuxO41nvz8MwCOjI5k9tul7Ly7E2qM5PL7yAJW1BoI8Hfhoat+Lbm5XXFnLB+sT+WJXqnnDb+9gdx4aFcnorj6oVCoURSEutZjlO1NZeyy3US2UIE8Hrunpz/BOHegT7NEqp0Jq6gysOZrD4m0pHKjfH2GrUTFtUCgPj+6Em2PjJ7jMkmruXryH47nluNrb8NV9g4gKuPD/X0n5FVzxn01o1Cp2P3fFBS19XciMzLz1ieaw2pTg0xaU19SxL62EuJQi9qYWczij1NyY9EJp1CqCPBwI8XIiKsCVfiEe9An2uKjAbkk/7M/gyW8OYTAqjOrSgdgwL95ek4CimDbdPz2uK9MW7ya1sIpAdwdWzBhoLtQorI8EmXoSZKzfkm2n+PcvDRVkW+7UyfGccmYs20takalp5JNjuzBjWPhF78/JLKnm001JfLUnHV19I8lu/q7MGhXB1T38zRt+q2sNbDqRx6+Hslkfn9eotoydRk1MkDsDwz0ZGO5F9wC300LFxcotq2F7UgFrjuSy6US++fPaadRcFx3Aw6MjzzhzsTeliJlf7CO/XIePi5ZF0/tfdG2Whq7Zo7p0YPFdTV9WApj86Q52Jjdts+83e9N56ttDpvv1D+LNm3pd1HgtSVEUSqrqSCuqIq2oityyGqprDdToDVTXGqk1GHCys8FZa4OzvelPbxctYV5OBHo4NGsvLkv4bOspcyXpG2IC6OCiZeGWUwDcOSiEe4eGc9tnO0kvqibI04Ev7x1IkKeEGGsmQaaeBJn2oWEfBcAL10Zxz9CwFvk8JVW1PPPdYVYfNZ0mGRLpxbu3xjTa3Hqh8st1/G9rMst3pFJZP/MS5OnA5P7B3NK3Y6N6FtW1BjYcN9V52ZFUaC6y93c+Llo6+TrTyceFCB9nOjjb4eFoh6eTHe6OdtjZqDEaFfRGBaOiUFZdR3ZpDTmlNWSVVnMsq4xDGaWnPXaguwOT+gcxdUAw3meYGakzGJm3PpEPN5zEqJj2AS2a3v+iu0nr9AaGvPknBRW1fHRbH645xxHqM7np4+3EpRaft44MwPaTBUz93y4AIjo4sf6JkRc1ZtH66gxGXvst3ly/6c5BIVTo9Hy/LxMwvbi5rlcAUxbuJLOkmhAvR1bMGNiiXc5F65AgU0+CTPvx/roTvL8uEYDXbuzBbQNaplutoiis3JPOS78co7rOgIejLW/fHG3u7HyxSqpqWbwthSXbU8wbfjVqFWO6+TA5NpjhnTo0OpatKAppRVXsSCpkZ3Ihe1KKGxWxu1RqFXTxc2VMNx/Gdfeje4DrWffm7Eou5OVfj3G0vh/SxN6BvDShu7mi78X46UAmj351AF9XLVv/b/QFzxhc/+FWDmWUsmh6vzN25v67lIJKRr6z0fzvuOfHXHKBQdHyiiprmfXFPnbUN319aFQkR7JK2Xg8H41axRsTe9I/1JOpC3eSXVpDuLcTX84YaJFGlaL5NfX5u+2dqRPiLB69ohM1dUYWbEriXz8cQWujaZG9DiqVismxwfQL9eTRr/ZzNKuMGcv2csfAEP41vttFFwJzd7Tj8Ss7c/+IcH47lM1Xe9KJSy1mzdFc1hzNJdDdgRt7BzKuux89Ak2hIsTLiRAvJ/PR8PKaOk7mVZCYV8HJvAqS8ysprqqluLKWoqpaSqvr+PtLE41ahZOdhgB3B/zc7PFztSfSx5noIHe6B7ie96jzidxy3l93glWHTTNUrvY2vHpjT66PPvdSzvkYjQofb0wC4LYBIRe17FFbv1zXlPv+84ltW1LhJX8NomXFZ5v+32UUV+Nkp+GFa6NYsSedg+kl2NuqmT+1DyFeTkz6ZAd55ToifZz58t4BUrH3MiRBRlgNlUrF/13VhZo6A0u2p/D0twfR2pj2c7SESB9nvn9wMO+sOc7CLaf4fGcqO5ML+e+U3pdUVMvRzoZb+gVxS78gTuSWs2J3Gt/vyySzpJoPN5zkww0n8XezZ2yUL2O7+xEb5ml+snaxt6V3sMdZK/EajAoGo4KNWnXRe3sMRoVtJwv4bOsp88kltQqmxAYz+8rOzTKTsS4+l4SccpzsNNw56OJm1hqCjF0Tgoy9rQZvZy0FFToA1sfnSpBpw34/nM3s+t5UwZ6O/Pv6KF791VTewN3Rls+m9cdgVLjp4+2UVtfRxdeFL2YMOOOSqGj/JMgIq6JSqZhzXRQ6vYEVu9N5bOUBtDZqxp5nj8TF0tpo+Nf4KIZ16sAT3xwkMa+CCfO3MfvKztwzNOySN1B29nVhznXd+b+rurLmaA6rj+Sw6UQ+2aU1LN2RytIdqbja29A/1JO+oR70DfagV0f3s55k0qhVF1UJuc5gJC61mFWHs/n9SA755aYnfLUKxkb58diVnZqtJ5DBqPBu/QmiOweHNrko4D9V1J/gcbZv2q+xUC9Hc5DZeDwfvcF4QYX7RMszGhXeX3eC//55EjBVw545IoJHVx4gv1xHoLsDS++O5Vh2GU9+fZBag5GYIHcWTe9/wfWLRPshQUZYHZVKxWs39ERXZ+T7/Zk89OV+Pr2zLyPP0QH5Ug3v3IHVjw7j6W8PsT4hjzd/T+DH/Zm8MbFnk/oUnY+9rYYJMYFMiAmkps7A9qQC1h7N5Y9juRRW1rI+IY/1CXkA2KhVdA9wpaufK6HeToR5OxLi5USol9N5j2o3nHxJL64ivaiaI1mlxKUWcyijpFGtERd7G27q05G7h4Q1+/HVlXvSScgxHdu+r4ndsc+kvL5Wj4u2aft0uvi5sDe1GIDS6jr2phYzMNzroj+/aF7lNXU8vvIg6+JzAbh3aBg9At24Z+lequsMdPVzYcldsXy/P4O3Vx8HYFx3X96f1LtNNK4UliNBRlgltVrF2zf3Qqc38tvhbO7/PI7PpvVnaCfvFvucXs5a/jetH9/EZfD6qngScsqZ+PF27hgYwlPjulzSxte/s7fVMLqrL6O7+vLajQqHM0vrS8kXsTelmLxyHQczSjmYUXqG+6px1triam86gmujVlFTZ0SnN1BTZ6S0us48k/FP7o62jOnmy/ie/gyJ9G5y5+oLUVxZy3/Wmp6EHhvT+aLrmOgNRvNxcZcmzsj8vTcUmJaXJMi0DSkFlcxYtpfEvArsbNS8ekMPEnPLeWzlAcA0M/PB5N7MXZPAit3pgCnoPHtNt2bvxSasj5xaElatzmBk5vI41sXnYadR88HkmHN2Qm4uhRU6Xvstnu/3m46A+rpqeen67ozr7teiVXkVRSGzpJp9aSUk5VWQWljJqcIqUgoqzSehmsKnvgdTJx8X+oZ40CfEg3Bvp2bvafVPj6zYz88Hs+jk48yqR4dd9NJcaVUd0S+vBeDEq1c3KXTtSi5k0qc7zf8O8nRg81Oj2ly7gsvN+vhcZn99kNLqOnxdtbw5sRcLtySzPcl0UmnmyAgeGBHBIyv2s+lEPmoVzLmuO9MGh1p24KLFyaklcVmw1aiZf1sfHl95gFWHc5j15T5eu7EnUy6iAeSF8HLW8u6kGG7q25F//XCYlMIqHli+jzHdfHhpQg8CW6iGhUqloqOHIx09Tl/uKa2uo6y6zlyevrymDr1Rwd5Wg72NGq2tBhd7GwLdHS765NWlWHU4m58PZqFWwdxboi9pf1FZzV/9qpo6c/TPhoHpRdXEpRZfcOdz0Tyqaw28viqez3emAqbq1w+PjuT5H4+QWVKNo52Gd26JpnewO5M/3Ul8dhkOthr+O6X3JZdCEO2LBBlh9bQ2GuZN6YObwxFzS4OSqjoeGBHe4q+2h0R6s/qx4czfcJIFm5JYF5/H9qRN3D88gnuHhTVqsNjS3Bxs22yvnOT8Cp6ur6z7wIgIYoLcL+nxGjbtXsgpFQ8nOwLdHcgsqcbfzZ7s0hq+358pQcYCjmWV8chX+80dt+8dGkYnX2dmLt+HTm8k1MuRT+7oh1FRuHH+dnLKavB21rJoej96dXS37OBFmyNb9kW7oFGreP3GHjw4MgKAt1Yn8MbvCbTGyqm9rYYnxnZh1SPD6B/qQVWtgffWnWDE3I18vjOVujM0/ruclNfU8cDyOHNn4sev7HzJj1lQUQuAt/OF7bHpF2ramN3RwzRj9tuhbHR6w7nuIpqR0ajwvy3J3DB/GyfzKujgomXx9P7ojQr/991hdHojo7p04KeHhpJTVsMtC3aQU1ZDpI8zPzw4WEKMOCMJMqLdUKlUPH1VV/51TTcAPt2czNPfHkLfSkGik68LK+8bxIdTexNSf9T3hR+PcOW7m/jtUHarhKq2pqbOwIxlezmRW4GPi5YPb+vdLD1/Go6Hd3C5sLoh/etnXzRqFb6uWkqr69hQfxpMtKy88hqmL9nDq7/FU2swMqabD1/cO4CPNyWZ2w88MjqSz6b15+cDmdy9ZA8VOj0Dwz357oHB0jdJnJUEGdHuzBgeztybe6FRq/gmLoMHv9hHTV3rvOpWq1Vc2yuAPx4fwSsTuuPtbEdKYRWzvtzHDfO3sT2poFXG0Rbo9AYeXrGfnclFOGttWDS9Pz4uzVN19WKWlgBiw0xB5kB6ibnR5PKdac0yJnF26+Nzufr9LWw+kY/WRs0rN/Rg+uAw7vhsF7tPmX4+PrmjL/ePiODxrw/wwk9HMRgVJvYOZNndA5qtUaponyTIiHbpln5BfHxbH+xs1Kw9lsv0xbspr2n6qZ5LZWej5o5BoWx6ahSPjemEk52GgxmlTF24i0mf7ODPhFyMxvY7Q1Op03Pv0r38cSwXO42ahXf2u+gO2WeSV25qeHmhMzKRHZxxd7Slps5Ir45uqFWw9WQBx+p7SInmVaHT88KPR7hn6V4KK2vp5u/KdzMHk5xfwe2f7SK3TEdEByd+nDWEiA5OTJi/jZ8OZKFRq3h+fDf+c2t0i5QBEO2L/ISIdmtsdz+W3R2Ls9aGnclFTFm40/xKvrU4aW14bExnNj41immDQrBRq9h1qoi7l+xl3Pub+Xpvervbo5FZUs2UhTvZkliAo52GRdP7Myiieeu1pBeZmmc27HVpKrVaxZAIU62h4znl5qP6/9ua3Kzju9wpisLqIzmM+c8m86mke4aG8fqNPXh85QEWb0sB4PaBwfzy8FCOZpVy/YemfTO+rlq+um8g9w5r+c36on2QICPatYHhXnx130C8nOw4klnGrQt2kFFc1erj6OCi5aUJPdj89CjuGx6Os9aGxDzTSZ5hb23go40nKa1qvRmjlrI1sYDr5pm6Urs72vLFvQNapEhhepHpexh0hmPo5zO2u+no7pqjOcyoryz8y8Escstqmm+Al7HMkmpmLNvLA8vjyCmrIcTLkWV3x+LtrOXWT3aQmFeBt7Npk+8L10bx5u8JPPrVAapqDQyJ9OK3R4aZ9zIJ0RQSZES71yPQjW8eGESguwPJBZXc/PEOjmadXhW3NQS4O/DcNd3Y/uxonrumK36u9uSV63h79XEGvbmep789yO5TRVa3MbhCp+fFn45wx6JdFFXW0iPQlV8eGtos7Rv+yWhUyCg2zchczAbQUV19sNWoSMqvxFmrITbUkzqDwmdbTzX3UC8reoORhZuTufLdTayLz8NWo+KhUZF8Nq0fH/55krdWJ1BnUBgb5cuax4bRydeZWz/ZybIdphmbh0dHsuxuafwoLpxU9hWXjezSau78bDeJeRU42JqKbY3v1fJVgM+lVm/kl4NZLNySTEJOufn2YE9HburTkYl9Atv0aQ2jUeHXw9m8uSqerFLTjMaU2GDmXBfVYkX3skurGfTGn2jUKo6/ctVFNX6ctmg3m07k89S4LkT5u3LXkj1obdRsfGok/m4tU8ywPTuQXsJz3x/mWLZpr1FsqCev3diDgxml/Pvno1To9DjZaZhzfXdu6duRjSfyeXzlAUqq6nB3tOW9STGMasFeacI6NfX5W4KMuKyUVtfx8Ir9bD6RD5iOez42pnOLl+Y/H0VR2JNSzHdxGfx2OLtRP6SB4Z6M7xXA6K4+LVYx+EIZjArr43N5948T5gAW7OnIGxN7MiSy5fpdAWw/WcDU/+0ixMuRTU+NuqjHaCic2NXPhd8fHcatn+xgT0oxt/bryNs3RzfziNuvwgod769LZPmuVBTFVJTxX9d0Y1CEFy//eow/jpkaQPYL8eDdW2Pwc7Png/UnmL8hCYDojm7Mv63PGStVCyFBpp4EGfFPBqPCm7/Hs3CLaSlhbJQv706KwbkVq/CeS1WtnjVHc/guLpNtSQX8/X9oF18XRnX1YXRXH/oEu1/UbMSlKKjQ8fXedL7clWZe3nHR2jBjeDj3DgvD0a7lr+Girad4+ddjXBnly8I7+13UY5RW1RH7+jp0eiM/zRqC3qhw08fbUang+5mDW2RJrD2p1On535ZTLNySbA7dE3sH8vRVXfl+fwb/XZ9ITZ0RG7WKx6/szAMjIjieU86T3xw0z9rcOSiEf43vhtZGOleLM5MgU0+CjDib7+IyePaHw9TqjXTxdWHhnf0I9mpbrwwzS6r5+UAWfybkEpdazN9PbLva29AnxIOYIHdigtyJ7uh+0d2kz8ZoVEguqODPhDzWHctjb2qReQyu9jbcNjCE+4eH4+7YvJ/3XP7v20Os3JvOI6MjmT22y0U/zuMrD/DD/kxu6duRubdEM/vrA3y/L5PuAa78OGtIsxTua29q9UZW7E5j3p+J5urKPQJdea6+COULPx4hKb8SMC0vvXJDD8I7OPHxxiTm/ZlInUHBw9GWV2/oafFlXdH2SZCpJ0FGnMv+tGLu/zyOvHId7o62fDS1D4NbeGnkYpVU1bLpRD4bEvLYeCKfkjOccgr1cqSLnwshXk4EeToSXP/m6WSHs9YGzVmW0OoMRnJKa8gqqSartJqkvEoOZpRwML2Eshp9o4+NCXLntgHBXBcdYJHmkxM+3MrBjFLmT+1zSU+GcanF3PTxduw0arY9MxqAK/6zkbIaPY+P6cyjYzo115CtntGo8MuhLP6z9gRp9SfGQr0ceWJsF2LDPHl9VTw/HcgCTG0jnrumGzf2DuREbgVPfHOAI5mmWZhx3X159YaeF1z/R1yeJMjUkyAjzie3rIb7lu3lYEYpGrWKF6+N4s5BIW26hoXBqHAks5QD6SXmt1MFlee9n72tGmetDVobDbUGI7o6Azq9EZ3+7G0c7GzUxIZ6cmWUL2OifC26T0dvMNLz32uprjOwbvYIIn2cL+nxbvxoG/vTSnhwZARPX9WVnw5k8uhXB9CoVXz7wKDLfonJaFRYn5DH++tOcLS+aKC3s5ZHx3Tilr4dWbE7jXfXnqBcp0elgtsHhPDk2C44aTV8sjmZD9YlUmsw4uZgy8sTunN9dECb/n8l2hYJMvUkyIimqKkz8Oz3h/lhfyYAk/sH8fKEHlZVVbSkqpZDGaUk51eQVlRNenEV6UVVpBVVUVV7/qJ7dho1Ae72BLg7EOzpSM+ObkR3dKezr0ubuQ5HMku5dt5WXOxtOPDi2LPOMDXVmqM53P95HI52GrY8PQpPJzseWrGf3w5lE+Bmzy8PD8XrMjwOXFNn4If9mSzckkxy/VKRs9aGB0aEc9eQMHYmFzJ3zXHzRu/ojm68ckMPenV0JzHXtBfmYIapxMGYbj68fmNPfFybpz2FuHw09fm7bexuFMLC7G01vHtrNN38XXjz9wS+2pNOUn4FH07tg6+V/AJ2d7RjeOcODO/c4bT36fQGKnUGKnV6KnR6auoMaG00aG3VaG3UONhq8HC0s/jprfPZk1IEQN8Qj0sOMWDa6N0j0JUjmWXM35DEi9dF8ebEnsRnlZFcUMmDX+xj2T2xl82G1KLKWpbvTGXZjhTzHhgXextuGxDCfcPDScgp4/bPdrE/rQQwnVJ6+qouTO4fjN5oZP6Gk3ywPpFavRFXexv+fX13buwdKLMwokXJjIwQ/7DheB6PrNhPeY0eTyc73r6pF2OifC09LAHM+mIfvx3O5qlxXZg1KrJZHnPziXzuXLQbG7WK1Y8NI9LHhcTccm6Yv43KWgPX9PRj3pQ+zRKc2qrE3HKW7Ujlm7h0aupMy4yB7g7cPTSMSf2DSMwt5521x9l2shAwLVFOHxxWv9HblnXxebz62zFSC037Z0Z16cAbE3vh52YdLwJE2yRLS/UkyIiLkZxfwUNf7jcfFZ02KIRnr+lmkc2twkRRFAa8vp68ch0r7xvIgPDm699079K9rIvPZWC4J1/eOxC1WsW2kwVMX7ybOoPCzX078tZNvdpVmCmurOWXQ1l8G5fBoYy/Kl33CHTlvuERXNPDj5P5Fbyz5gTr4k31YGw1KqbGBjNrVCQ+rvaczCvnpV+OsSXR1NXdx0XLs9d05YYYmYURl06CTD0JMuJi6fQG3l593Fy6vouvC/Om9qazr4uFR3Z5OppVyvj/bsXeVs2BF8c2a6hMK6xi3Pubqa4z8PKE7tw5KBSA3w5l88hX+zEYFcb38ue9W2PazH6hi1FnMLLpeD7f7ctgXXwudQbTr38btYrRXX24a0gYA8M92X2qiM+2nuKP+FwUBdQquKlPRx65ohNBno6UVtfxwbpElu1IQW9UsNOouXdYGLNGReLURuoxCesne2SEuERaGw0vXBvFsE7ePPnNQY7nlnPdvK08f20Utw8IllecrayhSuywTh2afWYs2MuRZ67uypyfj/L6qnhiwzzp6ufK+F7+aNTwcP0G4NzSGj6+va9VHR8urapjU2L9sf3jeRT/7dh+9wBXbu7bkeujA3Cxt+XXQ1lc9+FW83FpgPG9/Hl8TGcifZwxGBVW7E7jnTXHKaw07aEZ082XF67tRoiXU6t/bUKAhWdkNm/ezNy5c4mLiyM7O5sffviBG264wfx+RVGYM2cOCxcupKSkhCFDhvDxxx/TqVPT6zvIjIxoDvnlOp785iCb6lsbXBnly1s39cKzmQvQibO7dt4WjmSW8fbNvbi1X1CzP77RqDB9yR42n8gn1MuRnx8eiqu9LWDaRzPry32U1+jxd7PnvUkxDGzC0lZBhQ4PR7tWXZIyGBWO55SzJTGf9Ql5xKUWY/hbJUVvZztuiAnkpr4d6ebvSlFlLV/sTGXZzlTyy3UAaG3UTOzTkbuHhNLJ1wVFUfjjWC7vrUskvn65NdLHmRevjTrj5nIhmoNVLC39/vvvbNu2jb59+zJx4sTTgsxbb73FG2+8wdKlSwkLC+OFF17g8OHDHDt2DHv7pm0ikyAjmovRqLB4ewpv/Z5ArcGIr6uW926NabMF9NqTzJJqhrz5JyoV7PnXmBbrkFxcWcu187aSWVLN4AgvFt/V33xiKSm/ghlL95JcUIlKBfcODeOJsV3OOTs0deFOjmWXMTjCi6GRHRgS6UWwp2OzzeYpikJBRS0H0kvYn1bM/rQSDmWUUPmP4/adfJwZ3c2H0V186Btiqo2zLamQH/dnsupwtrmOkI+LlmmDQ5kSG4ynkx2KorD2WC4frEs07xdzsbfhsTGduXNQiFQ/Fi3KKoLM36lUqkZBRlEUAgICeOKJJ3jyyScBKC0txdfXlyVLljB58uQmPa4EGdHcjmSW8shX+0nO/+sJbfaVXXCwk43ALeW/6xN5948TxIZ58vX9g1r0cx3JLGXSJzuorDUwvqc/H0yOMfe0Kq+p49Vf41m5Nx2AADd7nrmmG9f18j8tnOgNRga+sd58jLmBq70NXf1d6VZfgbmDixYfFy0dXLQ42GnQqFVoVCps1Gpq9AbKqusora6jrKaOoso60gorSSmsIrWwklMFladVXgZwstPQL9ST0fV9uYI8HVEUhaNZZfywP5OfD2aZZ1/AtMH3nqFhjO8ZgJ2NGqOxPsCs/2sGxslOw/Qhodw7NLzZW2EIcSZWH2SSk5OJiIhg//79xMTEmD9uxIgRxMTE8MEHHzTpcSXIiJZQVavnlV+PsWK36QktyNOBV2/oyQiZZm92BqPC8Lc3kFlSzXuTormxd8cW/5xbEvO5e8ke6gwKV/fw44PJvRtt8l13LJc5Px8ls8TUOLNnoBsPjIjgqh5+jZaR9AYjBzNK2JJYwLaTBexPK0FvbN5fuSqVacald5AHvYPd6R3sQaSPMxq1yhxeNiTk8fPBLBLzKsz383C05broAG7oHUjvIHdUKlV9gMnh/XWJ5mJ3zlobpg8O5Z6hYRJgRKuy+iCzfft2hgwZQlZWFv7+f/VTufXWW1GpVKxcufKMj6PT6dDp/nqlUVZWRlBQkAQZ0SLWx+fywo9HyCqtAWBCTAAvXBvVYksfl6ONx/OYvngPrvY27P7XmFY7Av/HsVxmfbGPWoORwRFezJ/ap9ETeU2dgYWbk/loYxLVdaalnFAvR27tH8QNMYEEnKGVg05vICmvkoScMhJyysksqSa/TEd+hY78ch06vQG9UTF3PFerwNXBFld7W9wcTG9Bno6EejkS4uVEqLepl9bfu46XVNWyJbGAjcfz2ZyY32jmxc5GzZVRvtwYE8jwzh3M4ay0qo5v4tJZvjOVlPpaMM5aG+4aYgowrdkUVIgGl+2ppTfeeIOXXnrJ0sMQl4kruvkyMNyL/6w9wZLtp/jpQBYbj+fzr/HduKVvRznZ1Aw+35EKwMQ+HVu1js+VUb78b1o/Hlgex/akQibM38bHt/ehe4AbYKoG/fAVnZg6IJilO0zVcFMKq3h79XHmrjlObP3SztBO3nTzc0WtVqG10RAV4EpUwLlfVBmNCnqjgo1adc5qyw3dyQ+ml3Iow9Rz63BmaaMu6Y52GgZHeHNllA9X9/Q3b2AG05H2z3ek8uOBTHMhPBd7G+4aHMrdEmCElWizMzIXu7QkMzLCUg5llPDMd4fNmyIHhnvy+o09Ce9waY0NL2cH00uYMH8bahX8MXsEERa4lgk5ZcxYtpf0ompsNSoeG9OZ+4eHm/fNNKjU6fn1UBbf78tk16miRu/zcrKjR6Ab3fxd6ebvQri3M76uWryctec90WQ0KpTV1JFRXE1afe+stKIqkvMrOJJZRoXu9D0ynX2dGdnFhxGdO9Av1KNRi4WaOgNrjuawbEcqcanF5tu7+rlw56BQbugd0GiGRwhLsfqlpYbNvk8++SRPPPEEYPqifHx8ZLOvaLP0BiOLtp3ivT8Sqa4zYGej5uFRkdw3Ivyy6dfTnO5ctJvNJ/K5qU9H/nNrtMXGUVRZyzPfHWJtfS2bbv6uvHhtFIMiznwEO6O4irVHc9l6soCdyYVnbdqpVoGXsxYnOw02GjU2ahW2GjW1eiPlNXWU1/fGOtdvaQdbDT0CXenV0Z3oIHf6hXictqxVqzey9WQ+vx7MZu2xXHP4sVGruKqHH3cOCqV/qIfMIIo2xSqCTEVFBSdPngSgd+/evPvuu4waNQpPT0+Cg4N56623ePPNNxsdvz506JAcvxZtXnpRFc//eMRcdybI04Gnx3VlfE//Nt+Ysa3YfaqIWz/ZgY1axZ9PjCTYy9Gi41EUhe/2ZfLyL0fNJ4XGdPPhwVGR9An2OOv9avVGjmSVciyrjPhs01tGcTUFFTouZN+vt7MdQZ6OhHia9sUEeTrSI9CNTj7Op80OgSlU70gu5NeD2aw+mkNp9V+F8ALc7JnUP5gpsUHSlVq0WVYRZDZu3MioUaNOu33atGksWbLEXBDv008/paSkhKFDh/LRRx/RuXPnJn8OCTLCUhRF4ZdD2bz66zHy6jdcRnd045mru531lbww0RuMXP/hNo5llzElNpg3Jva09JDMiiprefeP43y5K80cRGLDPJkaG8y47n5NPoZvMCoUVujIK9dRU2egzqBQZzCiNxqx02hwtrfBpf7N1d72vPuDFEUhtbCKLScL2JZYwPakgkZHs72dtVzby59re/nTJ9hDArVo86wiyLQGCTLC0qpq9Xy25RQLNiWZC5Vd0dWH/7u6q/RtOouPNybx1uoEU2fl2SPa5Cmwk3kVfLIpiR8PZJp7FjnZaRjXw49RXXwYGundoseV6wxGTuZVcDSrjD2nith6ssB8HLyBh6MtV/c0hZcBYV7tqumlaP8kyNSTICPaioIKHf9dn8iXu9LQGxXUKri1XxCPX9kZX5neNzuUUcLEj7ajNyrMvbkXt7RAO4LmlF1azYrd6fywP4P0or+ChEpl6mXUM9CNqAA3ovxdCfZ0xMvJ7oJmQ8pq6sgqqSazuJqM4moScso4mmU6vl1bX5G3ga1GRd8QD4ZGejMk0puegW5nXHYSwhpIkKknQUa0Ncn5Fcxdc5zfj+QAYG+r5s5Bpnodl3ugKazQMWH+NjKKq7m6hx8f3dbHajagKorCnpRi/jiWw+YTBRzPLT/jx9lqVPi62tPBRYu9jQatrRqtjRqNWkV1rYEq85uevDId5Wc4ldTARWtDVIAr0UHuDI7wIjbMU04ciXZDgkw9CTKirYpLLeL1VQnmI7B2GjUT+wRy3/Dwy/LIdk2dgTs+28WelGJCvBz5edZQ3Bxtz3/HNiq3rIY9KUUcyyrjWHYZCdnl5JbXnPME0tl4ONoS4O5AoLsDnXyd6R7gRvcAV4I8HGWvi2i3JMjUkyAj2jJFUdh4PJ+PNyaxO8VUe0Slgqt7+PHAiAh6dXS37ABbiU5v4L5lcWw6kY+L1oYfZg0m0qf97R+qMxjJL9eRXVpDQYUOnd6Irs5ArcGI3qDgYKvBwU6Dk1aDg60NHVzs8HdzwEkrsyzi8iNBpp4EGWEt9qYUsWBTEuvi88y3DY305r7h4QyN9G63r7wrdHoe+DyOrScLsLdVs+zuAcSGeVp6WEIIC5MgU0+CjLA2x3PK+WRTEj8dzMJQf7432NORSf2DuLlvx3a1jyatsIr7l8cRn12Go52GhXf2Y0ikt6WHJYRoAyTI1JMgI6xVelEVn209xXdxGeYNnxq1ilFdfJgSG8SIzh2s+kTKb4eyeeb7Q5TX6PF2tmPR9P6XzVKaEOL8JMjUkyAjrF11rYFVh7P5ak8ae1L+6o3j52rPhN4BXN3Dn+iOblZzuie7tJp//3yUNUdN5f77hngwb0rvM3aLFkJcviTI1JMgI9qTk3nlrNyTznf7MimqrDXf7u9mz7juflzVw4/+oZ5tsvBZSVUtH29KYsm2FHR6IzZqFTNHRvDIFZ2wteKZJSFEy5AgU0+CjGiPdHoD6+PzWHU4mw0JeeaKwWDqtDy6qw+DIrwYFOGFv5tlZzpO5JazdHsK3+/LpLrONM7+oR68PKEH3fzl/6QQ4swkyNSTICPau5o6A1sTC1h9NIc/juU2ag4IEOLlyMAwU6iJDnInxLNla48oisKJ3ArWxefyy8EsEnL+KgwX5e/Kk+M6M6qLj9UshQkhLEOCTD0JMuJyUmcwsiu5iC0n89mZXMThjJLTOiw72mno4udCVz9XovxdCO/gjL+bPf5uDk1ueNhAURSyS2s4nlvOiZxyDmWUsjO5kMK/LXvZqFVc0c2Hu4aEMSDMUwKMEKJJJMjUkyAjLmflNXXsTSlmZ3IhO08VkZBdhu4f/Xn+zsPRFj83B1ztbXC00+CotcGxvutyrcFIncGIrs5IQWUt+WU15FfozA0T/87eVk1smBfje/oxNsqvRZsnCiHap6Y+f0u5SCHaMRd7W0Z19WFUVx8A9AYjKYWVxGeXE59dRnx2GenF1WSXVFNZa6C4qo7iqrrzPGpjGrWKcG8nuvi50M3fldgwT6I7umNnIxt4hRAtT4KMEJcRG42aSB8XIn1cuC46wHy7oiiUVevJKq0mp6yGSp2eKp2pcWFlrQGVytQLys5Gja1GjaeTHT4uWnxc7engrJXQIoSwGAkyQghUKhVujra4OdrKSSIhhFWRl1FCCCGEsFoSZIQQQghhtSTICCGEEMJqSZARQgghhNWSICOEEEIIqyVBRgghhBBWS4KMEEIIIayWBBkhhBBCWC0JMkIIIYSwWhJkhBBCCGG1JMgIIYQQwmpJkBFCCCGE1ZIgI4QQQgirJUFGCCGEEFZLgowQQgghrJYEGSGEEEJYLQkyQgghhLBaEmSEEEIIYbUkyAghhBDCakmQEUIIIYTVkiAjhBBCCKslQUYIIYQQVkuCjBBCCCGslgQZIYQQQlgtCTJCCCGEsFoSZIQQQghhtSTICCGEEMJqSZARQgghhNWSICOEEEIIqyVBRgghhBBWS4KMEEIIIayWBBkhhBBCWC0JMkIIIYSwWhJkhBBCCGG1JMgIIYQQwmpJkBFCCCGE1ZIgI4QQQgirJUFGCCGEEFZLgowQQgghrJYEGSGEEEJYLQkyQgghhLBaEmSEEEIIYbUkyAghhBDCakmQEUIIIYTVkiAjhBBCCKslQUYIIYQQVkuCjBBCCCGslgQZIYQQQlgtqwgy8+fPJzQ0FHt7ewYMGMDu3bstPSQhhBBCtAFtPsisXLmS2bNnM2fOHPbt20d0dDTjxo0jLy/P0kMTQgghhIW1+SDz7rvvMmPGDO666y6ioqJYsGABjo6OLFq0yNJDE0IIIYSFtekgU1tbS1xcHGPGjDHfplarGTNmDDt27DjjfXQ6HWVlZY3ehBBCCNE+tekgU1BQgMFgwNfXt9Htvr6+5OTknPE+b7zxBm5ubua3oKCg1hiqEEIIISygTQeZi/Hss89SWlpqfktPT7f0kIQQQgjRQmwsPYBz8fb2RqPRkJub2+j23Nxc/Pz8zngfrVaLVqttjeEJIYQQwsLa9IyMnZ0dffv2Zf369ebbjEYj69evZ9CgQRYcmRCiLVu3DqKiTH8KIdq3Nh1kAGbPns3ChQtZunQp8fHxzJw5k8rKSu666y5LD00I0QYpCjz3HMTHm/5UFEuPSAjRktr00hLApEmTyM/P58UXXyQnJ4eYmBhWr1592gZgIYQAWLsW9uwx/X3PHtO/x42z7JiEEC1HpSjt+/VKWVkZbm5ulJaW4urqaunhCCFakKLAgAGwbx8YDKDRQJ8+sGsXqFSWHp0Q4kI09fm7zS8tCSFEUzXMxhgMpn8bDH/Nyggh2icJMkKIdkFR4IUXTLMwf6fRmG5v33PPQly+JMgIIdqFf87GNJBZGSHaNwkyQgir1zAboz7LbzS1WmZlhGivJMgIIaxebS2kpYHReOb3G42Qnm76OCFE+9Lmj18LIcT5aLWm5aP8/LN/jI+P6eOEEO2LBBkhRLsQFGR6E0JcXmRpSQghhBBWS4KMEEIIIayWBBkhhBBCWC0JMkIIIYSwWhJkhBBCCGG1JMgIIYQQwmpJkBFCCCGE1ZIgI4QQQgirJUFGCCGEEFar3Vf2Veq7xJWVlVl4JEIIIYRoqobnbeU83V7bfZApLy8HIEhqlwshhBBWp7y8HDc3t7O+X6WcL+pYOaPRSFZWFi4uLqhUKksPp1mVlZURFBREeno6rq6ulh6ORcg1MJHrINeggVwHuQYNrP06KIpCeXk5AQEBqNVn3wnT7mdk1Go1HTt2tPQwWpSrq6tV/pA2J7kGJnId5Bo0kOsg16CBNV+Hc83ENJDNvkIIIYSwWhJkhBBCCGG1JMhYMa1Wy5w5c9BqtZYeisXINTCR6yDXoIFcB7kGDS6X69DuN/sKIYQQov2SGRkhhBBCWC0JMkIIIYSwWhJkhBBCCGG1JMgIIYQQwmpJkLFSr732GoMHD8bR0RF3d/czfoxKpTrt7auvvmrdgbagplyDtLQ0xo8fj6OjIz4+Pjz11FPo9frWHWgrCw0NPe37/uabb1p6WC1u/vz5hIaGYm9vz4ABA9i9e7elh9Rq/v3vf5/2Pe/ataulh9XiNm/ezHXXXUdAQAAqlYoff/yx0fsVReHFF1/E398fBwcHxowZQ2JiomUG20LOdw2mT59+2s/GVVddZZnBthAJMlaqtraWW265hZkzZ57z4xYvXkx2drb57YYbbmidAbaC810Dg8HA+PHjqa2tZfv27SxdupQlS5bw4osvtvJIW9/LL7/c6Pv+8MMPW3pILWrlypXMnj2bOXPmsG/fPqKjoxk3bhx5eXmWHlqr6d69e6Pv+datWy09pBZXWVlJdHQ08+fPP+P73377bf773/+yYMECdu3ahZOTE+PGjaOmpqaVR9pyzncNAK666qpGPxsrVqxoxRG2AkVYtcWLFytubm5nfB+g/PDDD606Hks42zVYtWqVolarlZycHPNtH3/8seLq6qrodLpWHGHrCgkJUd577z1LD6NVxcbGKrNmzTL/22AwKAEBAcobb7xhwVG1njlz5ijR0dGWHoZF/fP3ndFoVPz8/JS5c+eabyspKVG0Wq2yYsUKC4yw5Z3pd/60adOUCRMmWGQ8rUVmZNq5WbNm4e3tTWxsLIsWLTpvO/T2ZMeOHfTs2RNfX1/zbePGjaOsrIyjR49acGQt780338TLy4vevXszd+7cdr2cVltbS1xcHGPGjDHfplarGTNmDDt27LDgyFpXYmIiAQEBhIeHc9ttt5GWlmbpIVnUqVOnyMnJafRz4ebmxoABAy6rnwuAjRs34uPjQ5cuXZg5cyaFhYWWHlKzavdNIy9nL7/8MqNHj8bR0ZG1a9fy4IMPUlFRwSOPPGLpobWKnJycRiEGMP87JyfHEkNqFY888gh9+vTB09OT7du38+yzz5Kdnc27775r6aG1iIKCAgwGwxm/1wkJCRYaVesaMGAAS5YsoUuXLmRnZ/PSSy8xbNgwjhw5gouLi6WHZxEN/8fP9HPRnv///9NVV13FxIkTCQsLIykpieeee46rr76aHTt2oNFoLD28ZiFBpg155plneOutt875MfHx8U3exPfCCy+Y/967d28qKyuZO3dumw4yzX0N2osLuS6zZ88239arVy/s7Oy4//77eeONN9p9qfLL1dVXX23+e69evRgwYAAhISF8/fXX3HPPPRYcmbC0yZMnm//es2dPevXqRUREBBs3buSKK66w4MiajwSZNuSJJ55g+vTp5/yY8PDwi378AQMG8Morr6DT6drsE1pzXgM/P7/TTq7k5uaa32dNLuW6DBgwAL1eT0pKCl26dGmB0VmWt7c3Go3G/L1tkJuba3Xf5+bi7u5O586dOXnypKWHYjEN3/vc3Fz8/f3Nt+fm5hITE2OhUVleeHg43t7enDx5UoKMaH4dOnSgQ4cOLfb4Bw4cwMPDo82GGGjeazBo0CBee+018vLy8PHxAeCPP/7A1dWVqKioZvkcreVSrsuBAwdQq9Xma9De2NnZ0bdvX9avX28+lWc0Glm/fj0PPfSQZQdnIRUVFSQlJXHHHXdYeigWExYWhp+fH+vXrzcHl7KyMnbt2nXe057tWUZGBoWFhY3CnbWTIGOl0tLSKCoqIi0tDYPBwIEDBwCIjIzE2dmZX375hdzcXAYOHIi9vT1//PEHr7/+Ok8++aRlB96MzncNxo4dS1RUFHfccQdvv/02OTk5PP/888yaNatNh7lLsWPHDnbt2sWoUaNwcXFhx44dPP7449x+++14eHhYengtZvbs2UybNo1+/foRGxvL+++/T2VlJXfddZelh9YqnnzySa677jpCQkLIyspizpw5aDQapkyZYumhtaiKiopGs06nTp3iwIEDeHp6EhwczGOPPcarr75Kp06dCAsL44UXXiAgIKBdlaE41zXw9PTkpZde4qabbsLPz4+kpCSefvppIiMjGTdunAVH3cwsfWxKXJxp06YpwGlvGzZsUBRFUX7//XclJiZGcXZ2VpycnJTo6GhlwYIFisFgsOzAm9H5roGiKEpKSopy9dVXKw4ODoq3t7fyxBNPKHV1dZYbdAuLi4tTBgwYoLi5uSn29vZKt27dlNdff12pqamx9NBa3Lx585Tg4GDFzs5OiY2NVXbu3GnpIbWaSZMmKf7+/oqdnZ0SGBioTJo0STl58qSlh9XiNmzYcMbfAdOmTVMUxXQE+4UXXlB8fX0VrVarXHHFFcrx48ctO+hmdq5rUFVVpYwdO1bp0KGDYmtrq4SEhCgzZsxoVJKiPVApymV0HlcIIYQQ7YrUkRFCCCGE1ZIgI4QQQgirJUFGCCGEEFZLgowQQgghrJYEGSGEEEJYLQkyQgghhLBaEmSEEEIIYbUkyAghhBDCakmQEUIIIYTVkiAjhBBCCKslQUYIYXVWrFiBg4MD2dnZ5tvuuusuevXqRWlpqQVHJoRobdJrSQhhdRRFISYmhuHDhzNv3jzmzJnDokWL2LlzJ4GBgZYenhCiFdlYegBCCHGhVCoVr732GjfffDN+fn7MmzePLVu2SIgR4jIkMzJCCKvVp08fjh49ytq1axkxYoSlhyOEsADZIyOEsEqrV68mISEBg8GAr6+vpYcjhLAQmZERQlidffv2MXLkSD755BOWLFmCq6sr33zzjaWHJYSwANkjI4SwKikpKYwfP57nnnuOKVOmEB4ezqBBg9i3bx99+vSx9PCEEK1MZmSEEFajqKiIwYMHM3LkSBYsWGC+ffz48RgMBlavXm3B0QkhLEGCjBBCCCGslmz2FUIIIYTVkiAjhBBCCKslQUYIIYQQVkuCjBBCCCGslgQZIYQQQlgtCTJCCCGEsFoSZIQQQghhtSTICCGEEMJqSZARQgghhNWSICOEEEIIqyVBRgghhBBWS4KMEEIIIazW/wP91bVOc7gZ3wAAAABJRU5ErkJggg==", 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# First model: Using predictions from yhat_1 (predicted x vs predicted z)\n", "plt.figure()\n", "plt.plot(yhat_1, yhat_3) # plot predictions projected onto the (x, z) plane\n", "plt.plot(\n", " [sol2[0, 0]], [sol2[0, 2]], \"b^\"\n", ") # blue triangle labels starting point of each trajectory\n", "plt.plot([x2], [z2], \"rx\") # steady state\n", "plt.plot([-x2], [z2], \"rx\") # steady state\n", "plt.xlabel(r\"$x$\")\n", "plt.ylabel(r\"$z$\")\n", "plt.title(\"Butterfly Plot - Model 1 Predictions\")\n", "plt.show()\n", "\n", "# Second model: Using predictions from yhat_2 (predicted y vs predicted z)\n", "plt.figure()\n", "plt.plot(yhat_2, yhat_3) # plot predictions projected onto the (y, z) plane\n", "plt.plot(\n", " [sol2[0, 1]], [sol2[0, 2]], \"b^\"\n", ") # blue triangle labels starting point of each trajectory\n", "plt.plot([x2], [z2], \"rx\") # steady state\n", "plt.plot([-x2], [z2], \"rx\") # steady state\n", "plt.xlabel(r\"$y$\")\n", "plt.ylabel(r\"$z$\")\n", "plt.title(\"Butterfly Plot - Model 2 Predictions\")\n", "plt.show()\n", "\n", "# Third model: Using predictions from yhat_3 (predicted z vs predicted x)\n", "plt.figure()\n", "plt.plot(yhat_3, yhat_1) # plot predictions projected onto the (z, x) plane\n", "plt.plot(\n", " [sol2[0, 2]], [sol2[0, 0]], \"b^\"\n", ") # blue triangle labels starting point of each trajectory\n", "plt.plot([z2], [x2], \"rx\") # steady state\n", "plt.plot([z2], [-x2], \"rx\") # steady state\n", "plt.xlabel(r\"$z$\")\n", "plt.ylabel(r\"$x$\")\n", "plt.title(\"Butterfly Plot - Model 3 Predictions\")\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure()\n", "ax = fig.add_subplot(111, projection=\"3d\")\n", "ax.plot(yhat_1, yhat_2, yhat_3)\n", "ax.set_xlabel(r\"$x$\")\n", "ax.set_ylabel(r\"$y$\")\n", "ax.set_zlabel(r\"$z$\")\n", "ax.set_title(\"3D Butterfly Plot with Predicted Data\")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "As shown in the plots above, the models effectively capture the dynamics of the Lorenz system, reproducing the stable cycles in periodic regimes with minimal prediction errors. In chaotic regimes, the models maintain accurate short-term predictions but can exhibit long-term divergence, which is expected due to the sensitivity to initial conditions intrinsic to chaotic systems. Although finer details may require more sophisticated model configurations, SysIdentPy demonstrates its capability to model the nonlinear dynamics of the Lorenz system, even in the chaotic regime. This experiment highlights SysIdentPy's versatility in capturing both stable and chaotic behaviors in complex systems." ] } ], "metadata": { "kernelspec": { "display_name": "sysidentpyv04", "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": "3.12.4" } }, "nbformat": 4, "nbformat_minor": 2 }