{ "cells": [ { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "# Introduction to SISO" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "from mdof.utilities.printing import *\n", "from mdof.utilities.testing import test_method\n", "from mdof.utilities.config import Config\n", "import mdof\n", "from mdof import modal, transform\n", "from control import ss, forced_response" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## Define a SDOF system\n", "parameter | value\n", "----------|-------\n", "m | mass\n", "k | stiffness\n", "c | damping coefficient\n", "nt | number of timesteps\n", "dt | timestep" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "![sdof](./figures/sdof.png)" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "natural period: 1.1471s\n", "damping ratio: 0.01\n", "forcing periods: [0.09311283477587824, 0.7668115805072326, 1.6431676725154982]\n" ] } ], "source": [ "# parameters of SDOF system\n", "mass = 1 # mass\n", "k = 30 # stiffness\n", "zeta = 0.01 # damping ratio\n", "omega_n = np.sqrt(k/mass) # natural frequency (rad/s)\n", "Tn = 2*np.pi/omega_n # natural periods (s)\n", "c = 2*zeta*mass*omega_n # damping coefficient\n", "print(f\"natural period: {Tn:<3.5}s\")\n", "print(f\"damping ratio: {zeta}\")\n", "\n", "# forcing frequencies (rad/s)\n", "omega_f = [0.017*omega_n, 0.14*omega_n, 0.3*omega_n]\n", "print(f\"forcing periods: {omega_f}\")" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "# forcing function (input)\n", "nt = 5000 # number of timesteps\n", "dt = 0.03 # timestep\n", "tf = nt*dt # final time\n", "t = np.arange(start = 0, stop = tf, step = dt)\n", "f = np.sum(np.sin([omega*t for omega in omega_f]), axis=0)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "# displacement response (analytical solution) (output)\n", "omega_D = omega_n*np.sqrt(1-zeta**2)\n", "y = np.zeros((len(omega_f),nt))\n", "for i,omega in enumerate(omega_f):\n", " C3 = (1/k)*(1-(omega/omega_n)**2)/((1-(omega/omega_n)**2)**2+(2*zeta*omega/omega_n))**2\n", " C4 = -(2*zeta*omega/omega_n)*(1-(omega/omega_n)**2)/((1-(omega/omega_n)**2)**2+(2*zeta*omega/omega_n))**2\n", " C1 = -C4\n", " C2 = (zeta*omega_n*C1-omega*C3)/omega_D\n", " y[i,:] = np.exp(-zeta*omega_n*t)*(C1*np.cos(omega_D*t)+C2*np.sin(omega_D*t)) + C3*np.sin(omega*t) + C4*np.cos(omega*t)\n", "y = np.sum(y,axis=0)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# plot input vs. output\n", "plot_io(inputs=f, outputs=y, t=t, title=\"SDOF Displacement Response to Sinusoidal Forcing\")" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## Perform System Identification" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Transfer Function Methods" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Set parameters\n", "conf = Config()\n", "conf.damping = zeta\n", "conf.period_band = (0.01,3) # Period band (s)\n", "\n", "# A place to store models and their predictions\n", "transfer_models = {}\n", "\n", "# Generate a transfer function representation of the system\n", "transfer_models[\"Fourier Transform\"] = transform.fourier_transfer(inputs=f, outputs=y, step=dt, **conf)\n", "transfer_models[\"Power Transform\"] = transform.power_transfer(inputs=f, outputs=y, step=dt, **conf)\n", "\n", "# Determing the fundamental frequency\n", "fourier_periods, fourier_amplitudes = modal.spectrum_modes(*transfer_models[\"Fourier Transform\"],height=0.2)\n", "power_periods, power_amplitudes = modal.spectrum_modes(*transfer_models[\"Power Transform\"],height=0.2)\n", "plot_transfer(transfer_models, title=\"Transfer Functions\")\n", "color_cycle = plt.rcParams['axes.prop_cycle'].by_key()['color']\n", "plt.text(fourier_periods[0]+0.05,0.9,r\"$T_{fourier}$ = \"+str(np.round(fourier_periods[0],3)),fontsize=15)\n", "plt.text(power_periods[0]+0.05,0.7,r\"$T_{power}$ = \"+str(np.round(power_periods[0],3)),fontsize=15)\n", "plt.xlim(conf.period_band);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### State Space Methods" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|█████████▉| 4700/4701 [00:00<00:00, 109264.20it/s]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Spectral quantities:\n", " T(s) ζ EMACO MPC EMACO*MPC T % error ζ % error\n", " 1.147 0.01 1.0 1.0 1.0 -4.839e-13 -7.685e-12\n", "Mean Period(s): 1.1471474419090897\n", "Standard Dev(s): 0.0\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n" ] } ], "source": [ "# Generate a state space realization of the system\n", "A,B,C,D = mdof.system(inputs=f, outputs=y, r=2)\n", "# Obtain natural period and damping ratio from the state space model\n", "ss_modes = modal.system_modes((A,B,C,D),dt,outlook=190)\n", "print_modes(ss_modes, Tn=Tn, zeta=zeta)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Reproduce the response with the state space model\n", "y_mdof = forced_response(ss(A,B,C,D,dt), T=t, U=f, squeeze=False, return_x=False).outputs\n", "plot_pred(ytrue=y, models=y_mdof, t=t, title=\"System ID Predicted Displacement Response\")" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## Breakdown of State Space Methods" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### General Parameters\n", "parameter | value\n", "----------|-------\n", "`p ` | number of output channels\n", "`q ` | number of input channels\n", "`nt` | number of timesteps\n", "`dt` | timestep\n", "`decimation` | decimation (downsampling) factor\n", "`order` | model order (2 times number of DOF)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Parameters for Mode Validation\n", "parameter | value\n", "----------|-------\n", "`outlook` | number of steps used for temporal consistency in EMAC" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### Method Inputs" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "# Set parameters\n", "conf = Config()\n", "conf.m = 300\n", "conf.horizon = 140\n", "conf.nc = 140\n", "conf.order = 2\n", "conf.a = 0\n", "conf.b = 0\n", "conf.l = 10\n", "conf.g = 3\n", "\n", "# A place to store models and their predictions\n", "models = {}" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Specific to Observer Kalman Identification (OKID)\n", "parameter | value\n", "----------|-------\n", "`m` | number of Markov parameters to compute (at most = nt)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Specific to Eigensystem Realization Algorithm (ERA)\n", "parameter | value\n", "----------|-------\n", "`horizon` | number of observability parameters, or prediction horizon\n", "`nc` | number of controllability parameters" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### OKID-ERA" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Spectral quantities:\n", " T(s) ζ EMACO MPC EMACO*MPC T % error ζ % error\n", " 1.147 0.01015 1.0 1.0 1.0 -0.009354 1.526 \n", "Mean Period(s): 1.1470401342265166\n", "Standard Dev(s): 0.0\n" ] } ], "source": [ "# OKID-ERA\n", "method = \"okid-era\"\n", "models[method] = test_method(method=method, inputs=f, outputs=y, dt=dt, t=t, **conf)\n", "print_modes(models[method][\"modes\"], Tn=Tn, zeta=zeta)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Specific to Data Correlations (DC)\n", "parameter | value\n", "----------|-------\n", "`a` | (alpha) number of additional block rows in Hankel matrix of correlation matrices\n", "`b` | (beta) number of additional block columns in Hankel matrix of correlation matrices\n", "`l` | initial lag\n", "`g` | lag (gap) between correlations" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### OKID-ERA-DC" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Spectral quantities:\n", " T(s) ζ EMACO MPC EMACO*MPC T % error ζ % error\n", " 1.147 0.009956 1.0 1.0 1.0 -0.01633 -0.4366 \n", "Mean Period(s): 1.146960162584902\n", "Standard Dev(s): 0.0\n" ] } ], "source": [ "# OKID-ERA-DC\n", "method = \"okid-era-dc\"\n", "models[method] = test_method(method=method, inputs=f, outputs=y, dt=dt, t=t, **conf)\n", "print_modes(models[method][\"modes\"], Tn=Tn, zeta=zeta)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Specific to System Realization with Information Matrix (SRIM)\n", "parameter | value\n", "----------|-------\n", "`horizon` | number of steps used for identification, or prediction horizon" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### SRIM" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|█████████▉| 4860/4861 [00:00<00:00, 104888.89it/s]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Spectral quantities:\n", " T(s) ζ EMACO MPC EMACO*MPC T % error ζ % error\n", " 1.147 0.01 1.0 1.0 1.0 -3.929e-12 1.513e-10\n", "Mean Period(s): 1.1471474419090502\n", "Standard Dev(s): 0.0\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n" ] } ], "source": [ "# SRIM\n", "method = \"srim\"\n", "models[method] = test_method(method=method, inputs=f, outputs=y, dt=dt, t=t, **conf)\n", "print_modes(models[method][\"modes\"], Tn=Tn, zeta=zeta)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### Compare Methods" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/mnt/c/Users/16507/Documents/GitHub/mdof/src/mdof/utilities/printing.py:79: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n", " ax[1,0].set_xticklabels([\"true\"]+[method.upper() for method in models.keys()], rotation = 30)\n", "/mnt/c/Users/16507/Documents/GitHub/mdof/src/mdof/utilities/printing.py:89: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n", " ax[1,1].set_xticklabels([\"true\"]+[method.upper() for method in models.keys()], rotation = 30)\n" ] }, { "data": { "image/png": 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sM+EqhaFQCDU1NaiqqhpVC2djYyN6e3u1ltKysjK2lBIRTUCdnZ1j2k9ERKQXE6ZSWFFRoXW1aWlpQVVVVcJl2Gw2FBQUhLWulpWVIRgMora2NmmxEhGR/lVVVWH27NlYtGgRioqKcPDBB6O/vx9erxcNDQ1YsWJFpkMkIiKKy4SpFLrdbgBAIBCAy+VK+PU+nw8ulwsiErbd4XCgqKiIlUIiogmmsLAQCxcuRE1NDbq6urTtBoMBLpcLM2fOzFxwRERECZgwlcKxcjqdMJvNEdvVbS0tLexGSkQ0wVgsFnR2dsLn86GjowMmkwmlpaWZDouIiCghXJIiTl6vFyaTKeo+g8EAj8eT5oiIiEgvzGYzampqwiqEq1evzmBERERE8eOTwjgFAoGYC/QajUa0t7enOSIiIkqn7u5uGI1GHHzwwQCAtWvXxjw2FAqhoaEBc+bMSVd4utTT04Py8nJUV1ejuro60+EQEU14TU1NaGpqQk9PT9h2VgrjoC7sG4vBYBjxGCIiym5msxkFBQVYt24dAMBqtSIUCsVcvH3z5s1pjE6f8vLy0NramukwiIjo/6iNdOXl5WHbWSlMI7XFVMWWUyKizFBbSlVDW0yjcbvdYQvGFxcXY82aNTGPnzdv3tiCJCIiShNWCuMQqxVYFe9TQraYEhHpw9BGuaEtptEMnUDG6XQOe7zNZhtdcERERGnGiWaSIBgMjlhxJCKi8SU/Pz9iW1tbGzZs2ABg75IVRERE2YCVwjgZDAYEg8Go+0KhEIqLi9McERERZVJ9fX3ENpPJhJycHDz66KOcfZSIiLIGK4VxqqysRCAQiLm/rKwsjdEQEVGmiUjEtvz8fOTn52Pu3LnD5gwiIiI94ZjCOFVUVMDlckXMNOf1egEg5nIVREQ0PmzevBldXV3az11dXXj99dejVg7b29vh8XiwYMGCdIZIREQ0KhOuUqhOChOrKygAFBQUAAD8fr+2zWKxwGq1oqGhAQ6HQ9vucDjgdrs5ppCIaALo7e2F2+2Gy+WCoihwu91RjysqKoLL5UpzdERERKMzYSqFdrsdgUAAPp9P+9nj8cBoNEbMIGcwGMKmHVe53W40NjbCbrdj6tSp8Pv9sNlssFqtaTkHIiLKnJycHJSWlqK0tBRWqxUtLS1Yvnx5psMiIiIaswlTKRz8dG8kHR0dMffV1dUlIxwiIspiFosFiqJE3bd27VoYjUbMnDkzvUERERGNEieaISIiGoWh6xaqioqKkJOTgyVLlqQ5IiIiotGZME8KiYiIkq27uxs+ny9inHooFMK6desyFBUREVFiWCkkIiIahfXr16OoqEibaEwdix4MBlFQUBBzEhoiIiK90XWlsLu7G4FAQFvryWQywWg0wmQy4eCDD85wdInr6elBeXk5qqurUV1dnelwiIgmvKamJjQ1NaGnpyfh17pcLvj9fuTn52P9+vUAgMLCQgB7l6tQZ7ueyJj3iIj0JVbe012lcO3atVi+fDm8Xi+mTp2K/Px8rRU2FAohGAwiEAigoKAANpsNlZWVWVNBzMvLQ2tra6bDICKi/6NWVsrLyxN+rdlsRn5+PoC9jZaLFi3CsmXLAOxdxH7t2rVJjTUbMe8REelLrLynm0phV1cXbDabVtlrbm4e9vjNmzfD6/Vi1qxZKCsrQ0NDQ5oiJSIiQtjsozk5OVi3bh0++OADTJs2DQDg8/kwa9asTIVHREQUN11UCtva2tDS0gK3242cnJy4XpOTk4O5c+di7ty5WL9+PaqqqrBixYqseWpIRETZTUSwaNEitLW1Yd26dVi0aBEsFgtcLhf6+vo40QwREWWNjFcK1XEXapeb0SgsLITL5YLL5cKCBQuSGB0REVF0NTU1WLFiBQoKCgAAVqsVgUAApaWlUBQFHo8nwxESERHFJ+OVwvz8fG1Mxljk5OSwQkhERGlVU1MT9nNdXR3q6uoyFA0REdHo6Hbx+rVr12r/AKC/vx/19fWYPXs2FwQmIiLd2rx5M5YsWYINGzZkOhQiIqK46LZS2NzcDJ/PB5PJBAAoKiqCz+fD8uXLUVhYyIohERHpktpzxev1ZjoUIiKiuGS8+2gsRUVFWrectrY2BAIBeDweHHfcccjPz9fWLiQiIkqntWvXIhAIDLskUn9/P/x+f5ojIyIiGh3dPimcOnWq9v8ejwcmkwnHHXectm3wVOBERETpMH/+fFgsFtTW1iI/Px8ffPABgPAhDtOnT0dubm6GIyUiIoqfbp8UBoNB7f9bWlpQVlYWtj8UCqU5IiIimsja2trg8XjgcDhgMpmwZs0a1NbWwul0wmw2h+Uli8UCh8ORuWCJiIgSoNtKYW5uLubNm4dAIIBgMKgl17a2NjQ2NqKioiLDERIR0UTicrng8Xi0GbPnzp2LRYsWwWazweFwRMxESkRElC1023107ty5sNvtsNls6OrqwsEHH4z169cjFAqhtraWXXOIiCitcnNzI5ZQstlsyMnJYYWQiIiymm6fFAKRaxgWFhaisLAw5vH9/f0xB/3rQU9PD8rLy1FdXY3q6upMh0NENOE1NTWhqakJPT09Ix4bbSx7fn5+xPAGIiKibJPxJ4WbN2/G/Pnz0d/fP6Zy1q9fD5fLlaSoUiMvLw+tra2sEBIR6UR1dTVaW1uRl5c36jJiTXxWX18/6jLHC7UxtKmpKdOhEBER9jaGlpeXRzSGZvxJYU5ODhYvXozLLrsMZ555Ji677LKEXt/f349bb70VhxxyCBYsWJCiKImIaKILBAL44IMPICJh20OhELq7uyOO5YRoXzeGEhGRPqg9FsvLy8O2Z7xSCOytGDY3N2PFihUoLi5GSUkJysrKYDabw5ahAPZWAgOBANrb27FmzRp0dXVhxYoVmDlzZkZiJyKiiUFdHmkoEYHdbo/YXltbm46wiIiIxkwXlUJVTU0Nampq0NbWBrfbjbq6OgSDQWzevFk7xmAwwGQyoaqqCg6HI2LQPxERUSqYTCbY7XYYjcYRj/X7/ejq6kpDVERERGOnq0qhqrS0FKWlpWHbNm/ejJycnAxFREREE53FYkloltFFixalMBoiIqLkyfhEM/FihZCIiDIp0cXoOdEMERFli6ypFBIREWVSoo2TbMwkIqJswUohERERERHRBMZKIRERERER0QTGSiEREREREdEExkohERERERHRBMZKIRERERER0QTGSmEa9fT0oLy8HE1NTZkOhYiIADQ1NaG8vBw9PT2ZDoWIiChjsrZSOH/+/EyHkLC8vDy0traiuro606EQERGA6upqtLa2Ii8vL6HXbd68GSUlJeju7h72uHnz5mH69Olcs5CIiHRtSqYDUC1ZsiTuY3t7e9Hc3Ixly5alMCIiIqLocnJysGjRIhx33HHo7+8HABx88MFhxyxatAhdXV1Ys2YNWlpasHr1asyZMycT4WaM2kOmurqaDaJERDrQ1NSEpqamiB4yuqkU3nrrrTAajTAYDNo2n88Hk8kUtg0AAoEACgoK0hsgERHRIMFgELNnz4bH44GiKLBYLHC73Vrl8NFHH4Xb7UZ+fj4WLlyI+vr6CVcpVHvIEBGRPqiNdOXl5WHbdVMptFgsaG5u1n5+9NFHYTabkZ+fH3FsW1tbOkMjIiKK0NHRAavViuXLlwMAvF4v7Ha71oslEAjAZDJpxw/+fyIiIj3RzZhCh8MR9nNfX1/UCiEAlJaWoqurKx1hERERRVVQUICamhrk5+cjPz8fNTU1MJvNYccM7lKqKEq6QyQiIoqLbiqFQyuAoVBo2OONRmMKoyEiIhpeMBiM2BYIBDIQCRER0djoplI4VGdnJ7Zs2RJz/7/+9a80RkNERBTOZDKhpKQE9fX1qK+vR0lJCUKhEPr7+3HbbbchJycHr7/+unZ8Z2dnBqMlIiKKTTdjCoeqq6tDYWEh6uvrUVRUBIPBgFAohPb2djgcDrjd7kyHSEREE1hNTQ1yc3PhcrkAALW1tbBYLHA6nVAUBV1dXaioqEBRURG8Xi/zFhER6ZZuK4UmkwnNzc2orKxEIBCAoigQERQUFGD58uWYOXNmpkMkIqIJzmq1wmq1hm1buHCh9v9utxvNzc1obm7Gcccdl+boiIiI4qPbSiEAmM1mdHZ2oqurS5vFLdbkM0RERHqTk5ODmpqauI9vbGxEb28vpk6dCr/fj7KysohKZzLLiPfYsrIymM1mVFVVwWw2IxAIwOl0IhQKwel0JhQfERHpj64rhSp1ZjciIqJsMX/+fG15injYbDYUFBSEzcZdVlaGYDCI2trapJeRyLHBYBCNjY1obGzUtlksFng8nrjPj4iI9CsrKoXjRU9PD8rLy7VFI4mIKLOamprQ1NSEnp6eUb1+9erVWLduXcT2UCiE5ubmuCuFPp8PLpcLIhK23eFwoKioKK5KYSJlJPp+JpMJVVVVWLduHUwmE8rKymCxWOI6NyIi0j/dVwpXr16NVatWad1HzzzzTFx66aWZDmtU8vLy0NramukwiIjo/6iNdOXl5Qm/dtGiRXC5XCguLobBYAjbN9KySkM5nc6INQ4BaNtaWlpG7EaaSBmJvp/RaERdXV2cZ0NERNlG15XCyspKeL1eWCwW5OfnQ0SwcOFCNDc347nnnst0eERENMFFW6tQtWjRorjL8Xq9UStpAGAwGODxeEasFCZSRjLej4iIxg/drlO4ZMkSVFVVIRgMajO3NTc3IxgMwmq1YsmSJZkOkYiIJrCSkpJh99fX18ddViAQgNFojLrPaDSivb09qWWM9v3Ubqc+n2/EeIiIKHvotlKYk5ODuXPnRt1XU1MTMQ6CiIgo3fr7+2Pui3ddwpG6mqrr9CarjNG8XzAYhN1u1yahCQaDKCoqQiAQGLYsIiLKDrrtPqooyrD7c3Nz0xQJERFRJJPJBLvdDoPBEPWpodPpxGWXXZaByJKvrKwsbPIZi8WCqqoqlJWVwe/3x3ydOsGaihOtERFlhjqxmmroBGu6rRR2dnaOaf9wxroOFNdrIiKi0tJShEIhGAyGqPf+zZs3x1XO0Elqhopn0ppEyhjN+0Wb/dRiscButw87CQ4nWCMi0oehjXJDJ1jTbffRqqoqzJ49G88//7zWPae/vx+rV69GSUkJzjvvvFGVa7PZAOyddruurg5OpxNOpxMulyvuMtT1moqKiqAoCgoKCuDz+VghJCKaQEwmEwYGBhAMBqP+S2TR+uEEg8ERK3LJLCPeY00mEwBwrUIionFAt08KCwsLsXDhQtTU1KCrq0vbbjAY4HK5MHPmzITLTMY6UADXayIiImDFihXD7lcbIeNhMBhizmQaCoVQXFyc1DISObaiogKBQAAdHR1Rjx9uBlYiIsoOuq0UAnu7pnR2dsLn86GjowMmkwmlpaWjLi8Z60ABXK+JiIj2Nl4Op6ura8RjVJWVlcPOMFpWVpbUMhI51ufzaU8FB1MrgyPNwkpERPqn60qhymw2R1TmVq9ejTlz5iRUDtdlIiKi0eru7obRaMTBBx8MAFi7dm3MY0OhEBoaGuLOUxUVFXC5XNoYRZXX6wWAuHqjJFJGIsdarVY4HI6I92tpaQEQfbwhERFlF91UClOZbFWBQCBmYo13HajBfD4f2tvbUVxcHLOySURE44PZbEZBQQHWrVsHYG9laWilarB4J5oB9lbCrFYrGhoawipgDocDbrc74j0KCgoAIGzmz0TKSOTY+vp62Gy2sHHzPp8PDQ0NUWMjIqLso5tKYSqTLZCcdaBU6npN6hTdXq8XRUVFcLvdUbvYEBFR9nO73WELvhcXF2PNmjUxj583b17C5Tc2NsJut2uzY9tstqg9WAwGQ9TF5xMpI95jDQYDHA4HbDYbDAaDtjZhW1sbG0SJiMYJ3VQKU51sk4nrNRERZbeR1muKZuiY9pFmnE5kohlVvOPVY036kkgZiRwba9kNIiIaH3RTKUx1sk3GOlAqrtdERJTdRlqvKR75+fnD7o93khkiIqJM0+06hV6vF/Pnz4+5P9nJdqzrQHG9JiKiiWn16tWYP38+Zs+ejfnz5+P555/PdEhEREQJ0W2l0OPxICcnJ6llJmMdqIqKChQVFcXcz/WaiIgmjjPPPBNWqxUejwciAo/Hg9LSUpx33nmZDo2IiChuuq0UlpSUYPHixTH319fXJ1xmZWWlNkA+mnjWgfL5fFEH93O9JiKiiWXRokUwmUzo6+tDZ2cn1qxZg87OTgSDQQwMDGDJkiWZDpGIiCguuq0UVlRUYMmSJViyZAnWrl2LDRs2hP1T11JKtEyfzxcxfjCRdaDUFuGhuF4TEdHEEgqFsHz58oheLQaDAc3Nzfjiiy8yFBkREVFidDPRzFAjLe2gKErCZSZjHSiu10RERMDXOSIW9hz5etZtzrZNRKQP6uzbQ2fd1m2l0Gw2o62tLea4wsrKylGVO9Z1oLheExERjcbKlStx2WWXZTqMtOKs20RE+qI20g2ddVu3lUKHwzHsRDOjWf9JNdZ1oLheExERmc1mVFVVYd68ecjNzdW2B4NBuN1ulJWVYcOGDWHbJlqlkIiIsoNuK4WlpaXo7u7G4sWL0dHRAYfDgVmzZqGtrQ2bN2/GnDlzMh0iERFNYOrkZG63O+r+oY2Hoxn2QERElA66nWhm/fr1WnfM2tpabXKY0tJSFBYWYvXq1RmMjoiIJjqz2Yy+vj4MDAzE9W/u3LmZDpmIiCgq3T4pdLlcYWv+Da4E5ufnj2r2USIiomQZaZjDUGMZ9kBERJRKun1SONKkLdnYDUedha2pqSnToRAREfbOwlZeXh4xC1s8SktLh93f3d2d0PFERESZottK4ebNm8N+FpGwn9vb29MZTlKos7BxWm4iIn2orq5Ga2sr8vLykl724KWPiIiI9Ey33UcLCwtRUlKCa665BoWFhejr60N3dzd8Ph/sdnvMgf1ERETp0N/fD7vdHrWRMhQKIRAIYNmyZRmIjIiIKDG6rRSWlpbCbrfj0ksvDXtqaDAY4HK5MHPmzMwFR0REE566vERlZSUMBkPYvr6+PrhcrgxERURElDjdVgoBwGq1wmq1wufzoaOjAyaTiWMyiIhIF0pKSrBw4cKY+7Nx7DsREU1MuqsULlmyBB6PB0VFRbj11lsB7J10ZqSJZ4iIiNJp6NPBoYarMBIREemJriaaKS4uRl1dHTweDxYvXowZM2ZkOiQiIqKoTCYTNmzYEHN/fX19+oIhIiIaA908KbzttttgNBrh9/uRn5+PQCCARYsWob6+Hg0NDZkOj4iIKExpaSnq6+tRU1OD4uLisCeHoVAIXq+X+YuIiLKCbp4Utre3Y82aNcjPzwewtwW2ubkZfX19GY6MiIgo0rx58+B0OpGbm4ve3l74/f6wf8FgMNMhZhzX5yUi0pdY6/Pq5klhbm5u1O0FBQVpjoSIiCg+w1X8Fi1alMZI9Eldn5eIiPShuroa1dXVKC8vD9uumyeFsWZp4+xtRESkR2VlZcPu55hCIiLKFrqpFMYiIlG3M9kSEVGm9ff3x9zndrvTGAkREdHo6ab7aCAQwAcffBBRCQwGg+ju7g7bFgqF4PP50hgdERFROJPJBLvdDoPBgJKSkoj9TqdTW+CeiIhIz3RTKfR4PDCZTBHbRQSNjY0R27KxW6k64F7ty0tERJnV1NSEpqamiAH38SgtLUUoFILBYIDT6YzYv3nz5mSESERElHK6qRSqLa5Go3HEY3t7e3HbbbelIark4oB7IiJ9iTXgPh4mkwnt7e0x98+bN28soREREaWNbiqFFosFNTU1cR8fCARSGA0REdHwVqxYEXX72rVrYTQaWSkkIqKsoZuJZhwOR0LHc6IZIiLKpMLCwqjbi4qKkJOTA6/Xm+aIiIiIRkc3TwpzcnJSejwREVGydXd3w+fzRaxXGAqFsG7dugxFRURElBjdVAqJiIiyyfr161FUVASDwQAA2pj4YDCIgoICLklBRERZg5VCIiKiUXC5XPD7/cjPz8f69esBfN2ltKurC6FQKIPRERERxU83YwqJiIiyidlsRn5+PoC9M5G6XC5tX35+fkSXUiIiIr1ipZCIiGgUBq+Xm5OTg3Xr1uGDDz7Qtvl8vkyERURElDBWComIiEZBRLBo0SKUlJQAABYtWgSLxYLnn38eq1ev5kQzAHp6elBeXo6mpqZMh0JERACamppQXl6Onp6esO0cU0hERDQKNTU1WLFiBQoKCgAAVqsVgUAApaWlUBQFHo8nwxFmXl5eHlpbWzMdBhER/Z/q6mpUV1ejvLw8bDsrhURERKNUU1MT9nNdXR3q6uoyFA0REdHosPsoERHRKHV3d2Pt2rXo7u7OdChERESjxkphGnFsBRGRvsQaWzGS+vp6TJ48GQUFBSgrK0NBQQEmT56M8847D1u2bElRtERERKnB7qNpxLEVRET6EmtsRSzr169HaWkpjEYjampqUFBQAIPBgFAoBL/fD6/XC4PBAJ/Ph1NPPTXF0RMRESUHK4VERERx2Lx5MyoqKuBwOCLGEg7W0tICq9WKjo4OHHzwwWmMkIiIaHTYfZSIiCgOixYtgt1uH7ZCCOydhbShoQENDQ1pioyIiGhsWCkkIiKKg9/vH7FCqFKXpyAiIsoGrBQSERHFwWQyJXS8iKQoEiIiouRipZCIiCgOubm5CR2faCWSiIgoU1gpJCIiikMoFEroeEVRUhMIERFRknH2USIiojgEAgF88MEHcXcL9fl8KY6IiIgoOVgpJCIiioPH42GXUCIiGpdYKSQiIoqDyWSC3W6H0Wgc8dje3l7cdtttaYiKiIho7FgpJCIiioPFYol7SQqA3UcBoKenB+Xl5aiurkZ1dXWmwyEimvCamprQ1NSEnp6esO2caCaN1OTY1NSU6VCIiAh7k2N5eXlEcozG4XAkVHaix49HeXl5aG1tZYWQiEgnqqur0drairy8vLDtfFKYRmpyJCIifVCfYJWXl494bE5OTkJlJ3o8ERFRpvBJIRERERER0QTGSiEREREREdEExkohERERERHRBMZKIRERERER0QQ2ISeaaWxsRG9vL6ZOnQq/34+ysjJYrda0l0FERDRYuvNTqo4lIqLsMuEqhTabDQUFBWFThZeVlSEYDKK2tjZtZRAREQ2W7vyUqmOJiCj7TKhKoc/ng8vlgoiEbXc4HCgqKoorsSWjDCIiosHSnZ9SdSwREWWnCTWm0Ol0wmw2R2xXt7W0tKSljGy36YP3Mh3CuMVrmxq8rqnB65o86c5PqTp2vOJnPXV4bVOD1zU1xvN1nVCVQq/XC5PJFHWfwWCAx+NJSxnZ7vMP3890COMWr21q8LqmBq9r8qQ7P6Xq2PGKn/XU4bVNDV7X1BjP13VCVQoDgQCMRmPUfUajEe3t7WkpY7SS0TqhpxaOZMTS1NSkizh4XVMTB69rauJIZjljpZfrmmnpzk+pOjbZeB+JpJf7CK9rauLgdU1NHMksZ6z0cl2HmjCVwlAoNOx+g8Ew4jHJKGMsktE6oacWjmTEkow/Cl7XSLyukcbTdU1mOWOll+uaSenOT6k6NhV4H4mkl/sIr2tq4uB1TU0cySxnrPRyXYeaUBPNZJrP58MRRxyh/ZyXl4e8vLy4X3/cEbkwfNk1phj0Ukayyunp6UF5eXnG49DTNeF11W8sermuySpHL2WM5rr29PSgp6dH+3nKFKbDVGDeS345ermP6Oma8LrqNxa9XNdklaOXMlKR9yZMFjQYDMPuj6elc6xlbNy4ccT3ICKiiSXd+SlVx0bDvEdElB0mTPfRkQSDwRGTXzrKICIiGizd+SlVxxIRkX5NqEqhwWBAMBiMui8UCqG4uDgtZRAREQ2W7vyUqmOJiCg7TahKYWVlJQKBQMz9ZWVlaSmDiIhosHTnp1QdS0RE2WlCVQorKirg8/kixkB4vV4AgMViSUsZREREg6U7P6XqWCIiyk4TqlJosVhgtVrR0NAQtt3hcMDtdkeMiygoKEBBQcGYyiAiIhpJuvNTqo4lIqLspIiIZDqIdGtsbERvby+mTp0Kv9+PsrIyWK3WiOOKiopgNBrh8XhGXQYREVG80p2fUnUsERFllwlZKSQiIiIiIqK9JlT3USIiIiIiIgrHSiEREREREdEExkohERERERHRBMZKIRERERER0QTGSiEREREREdEExkohERERERHRBMZKIRERERER0QTGSiEREREREdEExkohERERERHRBMZKIRERERER0QTGSiEREREREdEENiXTARARERFR+lVUVCAQCMDn8wEArFZr2P5AIACTyYT6+nqYzeZMhJgUoVAIRUVFsNlsqKury2gcNTU1w17zUCiEQCCAQCAAg8GAvr6+TIRKE5AiIpLpIIiy0UjJNBQKwWQyweFwwGAwJP39U5XkvF4v7HY7AoEALBYL3G533PEw2RERZR9FUWA2m9HR0RGxz+v1wmazwW63o7a2NgPRjV0gEEBBQQGsVmvcOS2VQqEQcnNzYTKZ4Pf7ox7jcrlgs9nQ19eXku8QREPxSSHRKKmJRU2m0RKNzWZDbm4uPB4PLBZLUt8/GAwiEAhg3bp1SS3XYrGgo6MDRUVFCb3OYDDA7XaHJbtYyVdNdqFQiMmOiEjHLBYLPB4PioqKEAqFMvqkbbRMJhP09AxEzXvD5b/a2lp0dHQgEAhk9VNayh4cU0iUQk6nEyaTCRUVFQiFQkktW01yqWr1NBqNo3pdvMmutrYWgUBgVO9BRETpo3YhtdvtSc9lFFtFRQWCwWCmw6AJgpVCohSzWCwIhULwer2ZDkVXmOyIiLKH2nW0pqYmw5HoVzIaOgd/VyguLmbjKaUNu48SUdp4vV6tG21xcTGam5szHBEREcXDYDDAZDKhpaUlYl8gEIDT6cTUqVPR29sLAHA4HGHH+Hw+bdy5xWLBihUr4HK5YDAY4PF4YDQa4XQ6EQqF4HK5AADr1q3Txuarho57t9ls8Hg8WhxDjw8EArDZbGhvb4fJZNLGTY4Uz9ByBpdnt9tRUlICv9+PgoICGAwGGI1GrFq1ClVVVRHj6RPhdru1PGkwGLTK+ODzrq2tRVVVFbxeLzweD2w2GwwGw7D7B8fU2Nio/X9vby8KCgrCxouO9F5Wq1X7nRcUFGhPj/1+P2w2G7u7ZishojEBIGazOeZ+k8kkAKSvr0/b1tfXJ7W1teJwOKSurk6sVqt0dHRo+z0ej5jNZjEYDFJXVycdHR3icDjEYrGI2+0Wv98vFotFDAZDzPd2OBzav7q6OnE6nTFjdDgcWjxOp1M8Ho9YLBaxWq2JXxCJfU1qa2ujHj/S+Y60P5Hzjqcsv9+vvVYtq7a2Nux3REQ0XoyUx1Rms1kARNwLh97b6+rqYpZnsVjEYrGIw+EI267ek6NtH7pNjcVgMETc461Wa9T3tlgsMbfHimfotr6+PjEYDOLxeMJer55/R0dHWK4fztBr3tfXJw6HY8S8azKZtHyt/jz4NSPtN5vNEXlT/R6SyHvFupbMk9mLlUKiMRoumTocDgEQlkD8fr8YDIawG2e0bSIj39xjJblEbvpms1nq6urCtnk8HjEYDEmrFDLZERHpV7yVQovFEpHTPB5PxLa+vj4BEHE/FtlbaQMgfr8/atnRtidSyVPfe2heq62tjXr8cPEMPV7N6YM5nc6Iht94ANDyrNVq1c5/pDypNgir7zf0fYfbX1tbKxaLJWq5BoMh4vcVq6yOjg4xmUwRZbjdbubJLMbuo0RJoHYnGbrNaDTC7/fDZDJp2202GywWS1j3CpPJBIvFArvdrnWDUbc3Nzejq6sLANDR0RE2gYvJZIoYl2ez2WA0GiO6rzgcDuTm5qKlpUXbp3YPGdpFxmKxhMU8GoFAABUVFQCgjakcqUtNPOcba38i5z1cWT6fL+pECjabLaHzJyIab9R8M3giMjV/Dc4Z6n052ng4o9GodUUdzGQyxdwea1xdtAnRDAYDrFYrXC5X1O6ficQzNL8OzefqcQBGNUvo0Fm6o32XiPW64SZ1i7Xf5XLB6XRGLVP9DjI0h0YrS/2dlJWVwW63a91dx9JtljKPE80QJYE69mDwP7fbrc0+qlIrRyUlJRFllJWVob29PWrZ8czoqXK5XFplbCj1pj/42MrKyqjHjnb2UZWa7NxuNzweT8y1mKK9brTJLt7zHq6swclu8IB/q9XKcRJENKGpDWaD85rJZNLG4IVCIfh8Pm3coTq+cKhY+WWseWdwTKFQKO6ZUuN936KioogKqvoeycgPJpMpotIZbZK6keKNtl9dP3i4ax+rEj+UugRVe3s7ysrKoCgKioqKOKFelmOlkCiN1Eqf3++Hy+UK+wdEDswHEkuSidz0A4EAQqEQCgoKEjqH0WKyIyLKXqFQSJuUZWiDXUtLC8rKytDQ0ABgbyPacI2YsfZlat3aeN+3srISBoMhLB+sWrUqqWs31tfXh/08uPeQaqR4o+0f7Wzfsd7LarWir68PHo8HdXV1CIVCEY2plF3YfZQojdRKSFlZWdzdLBJJknpf4iFaslO7naj0kuysVqs225r6hSdavEREE4E6W/TQ7oculwt2ux0dHR1jHnaQLD6fDwaDIemVTIPBgMrKSq0HDACUlJQktVI4NOZkrQtZXFwMIPayGcFgMO7fn1rxs1gs2j+Hw4GKioqw2VMpu/BJIVEaqd1LUrXuUCI3ffW/8XbrTIZsSXaDE57D4YDf74fVag0b+0FENFGEQiHY7XbU1dVF3EvtdjsqKysjtg++vw9eAiGZojUIqsM0hjZCJoPX60VZWRmcTqc2VCSZFcJo75cs6ljLVatWRd3f0tIS13hGVbR8aLPZdN84TbGxUkiUZnV1dTEHeo91MpNEb/p1dXUxk04wGExapS0aJjsiIv3zer3Iz89HfX19zCEOQxvkWlpaYLFYouaQWLlluO2xBAKBiFxSU1MDi8UStbI21nhMJhMaGhrg9Xrh8/kQCARS1sjr8/lgs9lQVFQUsW+k3Bxr/4oVK8LWgVSpE+ANXqtwpLJcLlfEuXs8HlRVVQ0bG+lYpqc/Jcp2AKJOzTwcs9kcsf6Ruh7fYOr6SbHU1tZGvHdfX5+YTKaItZtiTUUdbRkHp9M57BqII8EI05ur01kPjXGk8x1uf6LnHassdXr1odOT19XVRZ1enYgoW6lr+gHQlkOora2V2tpabZmEoevoDtXX16cdq67r6vf7tfV06+rqpK+vT/x+v1itVjEYDNp7eTyeuLcPXZdWvYd7PB5xu93aerJDc0C08js6Osb0vur1GvzParWOuCyFeq2Gu+ZD96vfCzo6OrTlM9TXDf4eMdL+werq6rQ1IaNds5HK8ng82rrGg9cGZo7MboqISLoqoETjic1mQ3t7uzbJibrMRDxTYAPQnlxNnTo17PXA3hbChoYGbQY3q9UaNm5Bnbba6/UiFArBarWivr4+bPazweX7/X4UFRVFbQVUj1Xj6O3tRVVVFex2O9rb22EymbBixYoRZ1YLhUKoqalBIBDQronVatXGUaqtvYP3q2P0RjrfkfbHuq7RznukstQWYIPBENZCajKZON02EZFOlJWVAYg+EUuq2Gw2FBQUhOWeUCiE9vZ2Lfd0dHSkLR6iZGKlkIiIiIiySrorhV6vV5tQJ5pQKITc3Fz09fVlbBZVorEYN7OPNjY2ore3V3s6kMjsjqMpIxnvR0RERETZL5H1hIn0aFxUCtXH+YO77ZWVlSEYDMbsLjeWMpLxfkREREQ0Oume+MtiscBoNKKxsTHq0IWKioq4h48Q6VHWdx/1+XwoKirC0NOItX2sZSTj/YiIiIgocdHGhauzZ6ZDS0sLPB4PCgoKtG1+vx8VFRVcn4+yWtZXCtXJPqL18VYUBW63e8RunYmUkYz3IyIiIiIi0ousX6fQ6/XGXJTaYDDENQA5kTKS8X5ERERERER6kfWVwkAgoE15P5TRaER7e3tSy0jG+xEREREREelFVlcKB68hFs3QdcbGWkYy3o+IiIiIiEhPxsXso9ni6KOPxu7du7Wf8/LykJeXF/fre3p6Ejpez2XoKZYXX3wJUJQxlbFr107ss8++YyojWeUkJRYR/OhH/zmmInhdo0jCdX3jjTewffv2scUBYMeOHdh///3HRRkHHHAAvv3tbyf0mp6eHvT09Gg/T5kyBRs3bhxTHBTp5JNPDpuQI1F6yRPjLe/ppQw9xTKeytBTLHopQ0+x6KUMv9+Pt956S/s5qyuFI60FE89Tu0TKGOv7mc1mtLa2jhhTLOXl5WN6vZ7K0FMsOYZcnHrWr8ZUxlt/fwIn//AnYyojWeUko4zXn32A1zUFZSTjuo63vz89lUHJV1BQwLynw1j0UoaeYhlPZegpFr2UoadY9FTGYFndfXQkwWBwzIuIJlJGMt5vONXV1booI1n0cj4G49Qxl3HosTPGXEayJCOWZFwTXtdIybgmyfob1su9QC/3AUqNnp4elJeXo6mpaVSvH2+fD72cj17KSBa9nI9eykgWvZwP815yy2hqakJ5eXlYbxkgwSeF3d3dCAQCCAQCAACTyQSj0QiTyYSDDz541MGNhcFgiLmAaSgUQnFxcVLLSMb7jVamP0TJppfzyTUeMuYyDpv2zTGXkSzJiCUZ14TXNVIyrgmTY2rKGE/0lKvz8vLG1Jo93j4fejkfvZSRLHo5H72UkSx6OR/mveSWUV1djerq6ognhSNWCteuXYvly5fD6/Vi6tSpyM/P156GhUIhBINBBAIBFBQUwGazobKyMq1Jp7KyctgZP8vKypJaRjLeL9vp5Y9qPNLTk7HxhNc1NXgv0A+95+psx8966vDapgava2qM5+sas1LY1dUFm82mJZDm5uZhC9q8eTO8Xi9mzZqFsrIyNDQ0JD3YaCoqKuByuRAKhcK6bnq9XgCAxWJJahnJeL9sN57/IDJNT0/GxhNe19TgvSDzsiVXZzt+1lOH1zY1eF1TYzxf16hjCtva2tDY2Ai3241ly5ahtLR0xIJycnIwd+5ctLe3o7KyElVVVejv7096wENZLBZYrdaIxOZwOOB2uyPG+BUUFETMhJZIGYm+HxERUSpkU64mIiJ9i3hS2NXVhVAohGXLlo260MLCQrhcLrhcLixYsGBMAcbD7XajsbERdrsdU6dOhd/vh81mg9VqjTjWYDBEXXw+kTISOZaIiCjZsjFXk36c85OfoueTzzIdhq7kHXk4nnrib5kOgyhjIiqF+fn5yM/PH3PBOTk5aU0ydXV1cR3X0dEx5jISPZaIiCiZsjVXkz70fPIZDj7+tEyHoSs9nf/MdAhEGTWul6QgIiIiIiKi4Y168fpHH30UfX19EBEoisKZzIiIiHSGuZqIiOKRcKVw8+bNWLFiBWpra8MSy6OPPorc3FzMmjUrqQESERFRYpiriYgoERHdR7u6ujB79mx88MEHUV/gdruxYMGCiJbGuXPnagvlEhERUeowVxMRUTJFVArz8/NRU1MDs9mMJUuWRLwgNzcX3d3dUQvr7OxMeoBEREQUjrmaiIiSKWr3UavVCkVREAwGMXv2bLhcLkybNg3A3lbGyspKbN68GSaTCQaDAX6/H+vXr4fb7U5r8ERERBMVczURESVLzNlHFUVBTU0Nli1bhpqamrCWyObmZixevBgmkwkigqqqKvzv//4vZs6cmY6YiYiICMzVRESUHDEnmhERAIDJZMKaNWuwYsWKsJbIwsJCFBYWpi1QIiIiCqf3XN3T04Py8nJUV1ejuro6Y3EQEdFeTU1NaGpqQk9PT9j2uNcprKmpwapVqyJaIil+anJsamrKdChERIS9ybG8vDwiOWYrveXqvLw8tLa2skJIRKQT1dXVaG1tRV5eXtj2YbuPdnd3Y+3atdpgdYPBgDVr1iAnJwezZ8+OOYidomNyJCLSl1jJMVswVxMRUTJE7T66aNEiKIoCg8GA3Nxc+P1+uN1uFBUVYdasWaipqUFFRQVqa2vxne98BwsWLEh33ERERBMaczURESVLRKWwq6sLZWVlKC0tDdteWlqKtrY2dHd347jjjoPBYEBzczMeffRRzJ49G06nE8cdd1y64iYiIpqwmKuJiCiZIrqPBgIBlJSURD24oKAgYtHbuXPnYtWqVairq9PF+AUiIqLxjrmaiIiSKeJJYWlpKSorK3HmmWeiuLgYBoMBoVAI69atg9frxapVqyIKUVsi169fn5agiYiIJjLmaiIiSqaoE82sWLECnZ2dsFqtMJvNqKioQCAQiJpkBuMSFUREROnBXE1ERMkSdaKZnJwcLF68GIsXL053PERERBQH5moiIkqWuNcpHI3+/v5UFk9ERERjxFxNREQRlcLNmzdj/vz5Y04S69evh8vlGlMZREREFIm5moiIkimiUqh2R7nsssuwcuXKhAvs7+/HokWL0NbWxjWRiIiIUoC5moiIkinmmMLm5masWLECxcXFKCkpQVlZGcxmc8T6Rv39/QgEAmhvb8eaNWvQ1dWFFStWYObMmWkIn4iIaGJiriYiomQZdkxhTU0N2tvbYbVasWbNGlgsFhiNRkyePFn7l5+fj5qaGoRCITgcDqxbt45JhoiIKE2Yq4mIaKyiPikcqrS0FKWlpWHbNm/ejJycnJQERURERInRY67u6elBeXk5qqurUV1dnbE4iIhor6amJjQ1NaGnpydse1yVwmhYISQiItK3TOfqvLw8tLa2ZjQGIiL6mtpIV15eHrY9pUtSEBERERERkb6xUkhERERERDSBsVJIREREREQ0gbFSmEbqgPumpqZMh0JERNg74L68vDxiwD0REdFEMuqJZihxHHBPRKQvsQbcExERTSR8UkhERETDCoVCqKioQEtLS6ZDISKiFOCTQiIiIoqqoqICRqMRANDS0oKqqqoMR0RERKkQ95PCFStWYP78+amMhYiIiMYg2bna7XbD6XTCbrcnrUwiItKfuCuFHo8n44vgEhERUWzM1URENBpxVwpLSkqwePHimPvr6+uTEhARERGNDnM1ERGNRtxjCisqKrBkyRIAgNls1sYYqLxeLxoaGpIbHREREcWNuZqIiEYj7kqhyWQadr+iKGMOhoiIiEaPuZqIiEYj7kqh2WxGW1tbzLEKlZWVSQuKiIiIEqe3XN3T0xO2BqS6LiQREaVXU1MTmpqatJ97enrC9sddKXQ4HMMOXrfZbKMIj4iIiJJFb7k6Ly8Pra2taX1PIiKKNLRRbnCDHZBApbC0tBQAsHr1aqxatQqBQAAmkwlnnnkmLr30Um0/ERERZQZzNRERjUbcs48Ce7udXHbZZRAR5OfnQ0SwcOFCzJ49O1XxERERUQKYq4mIKFFxPym87bbbUFVVhebm5oh9K1aswJIlS7BgwYKkBkdERETxY64mIqLRiPtJocFgwNy5c6Puq6mpgYgkLSgiIiJKHHM1ERGNRtyVwpGmsc7NzR1zMERERDR6qcrVoVAIABAMBkf1eiIi0re4u492dnaOaT8RERGlVrJztd1uRyAQgM/n0372eDwwGo1wOp2jjpOIiPQl7ieFVVVVmD17Np5//nn09/cDAPr7+7F69WqUlJTgvPPOS1mQRERENLJk52qHwwG32w2/3w8RQV9fH9xuNyuERETjTNxPCgsLC7Fw4ULU1NSgq6tL224wGOByuTBz5sxUxDeuqIv4cvFeIiJ9UBfzHbqIb7ZiriYiotGIu1IIABaLBZ2dnfD5fOjo6IDJZOKaRwngIr5ERPqiNtINXcQ3mzFXExFRouKuFK5YsQI+nw/Lli2D2WyG2WxOZVxERESUIOZqIiIajbjHFHo8HuTk5KQyFiIiIhoD5moiIhqNuCuFJSUlWLx4ccz99fX1SQmIiIiIRoe5moiIRiPu7qMVFRVYsmQJAMBsNsNoNIbt93q9aGhoSG50REREFDe95WpOsEZEpC+xJliLu1JoMpmG3T/SgrlERESUWnrL1ZxgjYhIX2JNsBZ391Gz2Yy+vj4MDAxE/Td37tykB01ERETxY64mIqLRiLtS6HA4hh28brPZkhIQERERjQ5zNRERjUbclcJAIID58+fH3M81kIiIiDKLuZqIiEaDS1IQERGNE8zVREQ0GlySgoiIaJxgriYiotHgkhRERETjBHM1ERGNBpekICIiGieYq4mIaDS4JAUREdE4wVxNRESjwSUpiIiIxgnmaiIiGo24K4VDp7Hu7u5Gf39/zP1ERESUXszVREQ0GjHHFK5duxaBQACdnZ045JBDYLVacdxxx2n7+/r64PF44PF4sHnzZhQUFODee+9NR8xEREQE5moiIkqOmE8KLRYLOjo6UF9fjwULFoQlGQAoLCxETU0NmpubMXfuXDidzlTHmvV6enpQXl6OpqamTIdCREQAmpqaUF5ejp6enkyHMirM1URElAwxK4UmkwnLli2LaxHc2tpa5OfnJzWw8SgvLw+tra2orq7OdChERASguroara2tyMvLy3Qoo6L3XM3GUCIifYnVGBqz+6jZbNb+f/PmzWhubg6bytpoNGLOnDlRjyciIqLU03uuVhtDiYhIH6qrq1FdXY3y8vKw7TGfFA5e8DYnJweVlZXo6+uD3W5HcXFxWJIBRl4biYiIiJKLuZqIiJIh5pPC3NzcsJ9zcnKwcOFCrFu3DjNnzow4ngviEhERpRdzNRERJUPMJ4WhUCjq9qlTp6YqFiIiIkoAczURESVDzCeFgUAAH3zwAUQkbHswGIy63efzpSZCIiIiioq5moiIkiFmpdDj8UQdeyAiaGlpSWlQRERENDLmaiIiSoaYlUKTyQS73R5XISKC2267LWlBERER0ciYq4mIKBliVgotFgtqamriLohdUoiIiNKLuZqIiJIh5kQzDocjoYISPZ6IiIjGhrmaiIiSIeaTwpycnIQKSvT4ZGpsbERvby+mTp0Kv9+PsrIyWK3WlJYRCoVQU1ODqqqqhN+LiIgoGbIpVxMRkX7FrBRmC5vNhoKCgrDWz7KyMgSDQdTW1ia9jIqKCm2x4JaWFlRVVSXhLCiT8o48HD2d/8x0GLqSd+ThmQ6BiIiIiNIkqyuFPp8PLpcrYspth8OBoqKiuCqFiZbhdrsB7J0G3OVyjfEMSA+eeuJvmQ6BiIiIiChjYo4pzAZOpxNmszliu7otnum4k1EGERERERFRtsrqSqHX6426PhMAGAwGeDyetJRBREREkXp6elBeXo6mpqZMh0JERACamppQXl6Onp6esO1ZXSkMBALa+L6hjEYj2tvb01IGERERRcrLy0Nrayuqq6szHQoREQGorq5Ga2sr8vLywrZn7ZjCUCg07H6DwTDiMckoIxFqi6mqurqaiZKIKAOamprCnl4NbTElIiKaSMZUKWxra8PUqVMxc+bMJIUzvqktpkRElFlDG+UGN9iNN8zVREQ0kri7j9bX10dsM5lMyMnJwaOPPorVq1cnNbCRGAyGYffH84QvGWUQERHphd5yNRERZYe4nxQOXbIBAPLz87X/LlmyJOE3LygoQDAYjPt4o9EIj8cTc2KYwYLBYFzHpboMIiKidElFriYiovEvZqVw8+bN6Orq0n7u6urC66+/HjXhtLe3w+PxYMGCBQm9ud/vT+j4oQwGQ8xKZSgUQnFxcVrKICIiyoR05GoiIhr/hn1S2NvbC7fbDZfLBUVRtIXbhyoqKsrIQu6VlZXDzg5aVlaWljKIiIgyRe+5moiI9C/mmMKcnByUlpZi+fLlWLNmDWpqajAwMBD137p161BYWJjOuAEAFRUV8Pl8EWP/vF4vAMBisaSlDCIiokzIhlxNRET6F9dEMxaLBRUVFamOJWEWiwVWqxUNDQ1h2x0OB9xud8REMgUFBSgoKBhTGSq1EpnImEgiIqJU0WuuJiIi/Yt7opnS0tJUxjFqbrcbjY2NsNvtmDp1Kvx+P2w2G6xWa8SxBoMh6kL1iZRht9sRCATg8/m0nz0eD4xGI5xOZ/JPkIiIKE56zdVERKRvSVu8fv78+Vi2bFmyiktIXV1dXMd1dHSMuQyHwxHXcURERHqTyVxNRET6lVClcPXq1Vi3bl3E9lAohObmZiYaIiKiDGOuJiKiRMVdKVy0aBFcLheKi4sjxtlxkXciIqLMY64mIqLRSOhJ4XCTqixatGjMwRAREdHY6ClX9/T0oLy8HNXV1aiurk7rexMRUaSmpiY0NTWhp6cnbHvclcKSkpJh99fX148uMiIiIkoKveXqvLw8tLa2pvU9iYgoNrWRrry8PGx7XEtSqPr7+2Pui7VYLhEREaUPczURESUq7ieFJpMJdrsdBoMhakuk0+nEZZddltTgiIiIKH7M1URENBoJrVMYCoVgMBiirse3efPmpAZGREREiWGuJiKi0UjoSWF7e3vM/fPmzUtKQERERDQ6zNVERDQacY8pXLFixbD7bTbbmIMZ79RZ2JqamjIdChERYe8sbOXl5RGzsGUr5moiIhqNuJ8UFhYWjmk/cRY2IiK9iTULW7ZKZa5ubGxEb28vpk6dCr/fj7KyMlit1lGXR0RE+pHQ7KPd3d2YN28eSkpKsHbtWgBAW1sbVq9enZLgiIiIKDGpyNXqE0aHw4G6ujo4nU44nU64XK6kxExERJkVd6Vw/fr1MJvNAIDa2lqEQiEAewe1FxYWsmJIRESUYanI1T6fDy6XC3V1dWHbHQ4Hu6MSEY0TcXcfdblcCAaD2s+DE0t+fj68Xm9yIyMiIqKEpCJXO51OraI5mLqtpaWF3UiJiLJc3E8KoyWEwRRFGXMwRERENHqpyNVerxcmkynqPoPBAI/Hk3CZRESkL3FXCoeubSQiYT8PNwU2ERERpV4qcnUgEIDRaIy6z2g0Mv8TEY0DcVcKCwsLUVJSgsceewzd3d3o6+tDd3c3Vq9ejenTp3PtIyIiogxLdq5WxyTGYjAYRjyGiIj0L+4xhaWlpbDb7bj00kvDWiINBgNcLhdmzpyZiviIiIgoTnrL1er6vCp1CRDKrLwjD0dP5z8zHYau5B15+JjLOOcnP0XPJ58lIZrxI+/Iw/HUE38bUxlNTU1c43uI0dxLh17Hoevzxl0pBACr1Qqr1Qqfz4eOjg6YTCaUlpYmFBARERGlTjJztcFgGHb/SE8JuT6vPo31SzpF1/PJZzj4+NMyHYauJKPxgY1JyTH0Og5dnzehSuHKlSuxefNm/Pa3v9UGs7e1tUFRFMyaNSsJ4RIREdFYpDNXB4PBmJPQEBFR9oh7TOHKlSvR2dkZ8fi2tLQU+fn52gK5RERElBmpyNUGgyFsmYvBQqEQiouLRxUrERHpR9xPCvv6+rB48eKo+/Lz87F+/fqkBUVERESJS0WurqysHHaG0bKysoTLJCIifYn7SWFubu6w+wOBwJiDISIiotFLRa6uqKiAz+eLGD/o9XoBABaLJeEyiYhIX+KuFA7XStjf34/Ozs6kBERERESjk4pcbbFYYLVa0dDQELbd4XDA7XaPOBkNERHpX9zdR2trazF9+nQsWrQIRUVFMBgMCAQC8Pl8aGhoQFtbWyrjJCIiohGkKle73W40NjbCbrdj6tSp8Pv9sNlssFqtST4DIiLKhLgrhWazGcuWLcO8efMQCASgKApEBAUFBWhubuY6hURERBmWylxdV1eXvECJiEhXElqSwmKxoLOzE11dXQgEAjCZTMjPz09VbERERJQg5moiIkpU3GMKV6xYgfnz5wPYO4OZOr01xa+npwfl5eURU4UTEVFmNDU1oby8HD09PZkOJSmYq4mIaDTirhR6PB7k5OSkMpZxLy8vD62traiurs50KEREBKC6uhqtra3Iy8vLdChJwVxNRESjEXelsKSkJObaRwBQX1+flICIiIhodJiriYhoNOIeU1hRUYElS5YA2DuQ3Wg0hu33er0R01UTERFR+jBXExHRaMRdKTSZTMPuVxRlzMEQERHR6OktV6tj6aurqzl0gohIB5qamtDU1BQxlj7u7qNmsxl9fX0YGBiI+m/u3LlJD5qIiIjip7dczbH0RET6EmssfdyVQofDMezgdZvNNvroiIiIaMyYq4mIaDTirhSWlpaiu7sb8+bNQ0lJCdauXQsAaGtrw+rVq1FaWpqyIImIiGhkzNVERDQacVcK169fD7PZDACora1FKBQCsDcBFRYWYvXq1SkJkIiIiOLDXE1ERKMR90QzLpcLwWBQ+3lwYsnPz4fX601uZERERJQQ5moiIhqNhCaaGQ5nHyUiIsos5moiIhqNuCuFmzdvDvtZRMJ+bm9vT05ERERENCrM1URENBpxVwoLCwtRUlKCxx57DN3d3ejr60N3dzdWr16N6dOnY968eamMk4iIiEbAXE1ERKMR95jC0tJS2O12XHrppWEtkQaDAS6XCzNnzkxFfERERBQn5moiIhqNuCuFAGC1WmG1WuHz+dDR0QGTycTprYmIiHSEuZqIiBI1YqVwyZIl8Hg8KCoqwq233gpg70D2kQazExERUXowVxMR0VgMWyksLi6Gz+cDAHg8HrS0tOD9999PS2BEREQ0MuZqIiIaq5gTzdx2220wGo3w+/0YGBhAZ2cnZs6cifr6+nTGN6709PSgvLwcTU1NmQ6FiIgANDU1oby8HD09PZkOZVSYq4mIKBliVgrb29uxZs0a5OfnAwBMJhOam5vR19eXtuDGm7y8PLS2tqK6ujrToRAREYDq6mq0trYiLy8v06GMit5zNRtDiYj0JVZjaMzuo7m5uVG3FxQUJDcyIiIiGhW952q1MZSIiPShuroa1dXVKC8vD9ses1KoKEpC24mIBss78nD0dP4z02HoSt6Rh2c6BBpnmKuJiCgZElqSAgBEJOr2+vp6NDQ0jDkgIhofnnrib5kOgWjCYq4mSj82hkZiY2j2iFkpDAQC+OCDDyISSzAYRHd3d9i2UCikzXxGRERE6cFcTaQfbAylbBazUujxeGAymSK2iwgaGxsjtrGrysTR1NTEyXJShNc2NXhdU4PXNfOYq9ODn/XU4bVNDV7X1BjP1zVmpdBkMsFut8NoNI5YSG9vL2677bakBkb6NZ7/IDKN1zY1eF1Tg9c185ir04Of9dThtU0NXtfUGM/XNeaSFBaLBTU1NZg7d+6I/2prazF37tx0xj0hJWNKbz1NC66X89FLGcmil/PRSxnJopfzSdY10cu11dM1yUbjPVePt8+HXs5HL2Uki17ORy9lJItezod5LzVlDBWzUuhwOBIqiAvlpp5eP0SjpZfz0UsZyaKX89FLGcmil/NhckxNGdlqvOfq8fb50Mv56KWMZNHL+eiljGTRy/kw76WmjKEUiTVFGSXdySefPKa1o3p6esa8wLJeytBTLHopQ0+xjKcy9BSLXsrQUyx6KcPv9+Ott94aUxkUiXlPn7HopQw9xTKeytBTLHopQ0+x6KWMoXmPlUIiIiIiIqIJLGb3USIiIiIiIhr/WCkkIiIiIiKawFgpJCIiIiIimsBYKSQiIiIiIprAWCkkIhpHdu3ahT179mQ6DCIiorRg3ksOVgqJiMaRJ554Ai+//HKmw4jLP/7xD/zv//5vpsMgIqIslk15D9Bv7mOlkIhi4oo12eHf//43tm3bhmAwiIaGBtx333348ssvMx1WTG+++SZmzpyJF154AUcffXSmwyEi0jDvZYdsy3uA/nPflEwHQET69MUXX+DOO+9ESUkJfvrTn2JgYACTJrEdSU/8fj/uvfdebN++Haeddhp2796NKVOm4Mknn8RPf/pTzJkzJ9MhRnjnnXdwyimnAABWrlyJAw44AHv27MHkyZMzHBkRTXTMe/qXjXkPyI7cx086EUUVCoXQ2tqKX/3qV+jo6MCuXbsAgP32dWDXrl245pprMH/+fHzve9/DvffeiwsvvBCXXnopHnroIcyePRtPPPEEPvroo0yHGuGggw7CxRdfjG984xtYunQpdu7cqaukSEQTF/OefmVz3gOyI/exUkgpMTAwkOkQaIyOP/54HH300diyZQvOO+883HnnnQCgu5vYRPTSSy9h+/bt+Nvf/gar1QoA2LlzJ0QEJpMJd9xxB04//XS88soruusKdcwxx+CXv/wlSkpK8Pjjj6OlpQUA7xk0PvBznN2Y9/Qrm/MekB25TxE9XjkaN3bu3Il9990302FQgtQuDW63G319fVi0aBFCoRD+8Ic/4IILLoDBYGC3mgwQEWzatAlnnXUWrrrqKlx00UUxu59s27YNkydPxv7775+BSGP7+OOPsXHjRhx99NGYNm0avv/976OlpQWHHnooRASKomQ6RKIxY+7LPsx7+jQe8h6QHbmPn2xKid7eXlx33XX4n//5H1RWVqK9vT3TIVEC1Jut3+/HiSeeiLVr1+Lb3/42Fi5ciBtuuAFfffUVE2MGKIqCdevW4fDDD8dFF10EIHYL9je+8Q1dJsajjjoK//znP3HkkUfi17/+Nf7+97/j/vvvBwBdJEWisWDuy17Me/o0HvIekB25j59uShq1z/2f/vQnPPDAAzj99NNx++23Y9euXfjlL3+pPSon/VM7EFRUVOCxxx7Dt7/9bfz1r3/Fd77zHdx9992ora1Fb29vhqOcmBwOB6ZOnQpg79OIeGzdujWVIQHY2wXmrrvuwo033oi+vj5t22Dq5+o///M/sXv3blx//fU47LDD8Oc//xlvvfVW2DFE2YK5b3xg3tMvveY9YHzlPlYKKWnUlpt3330XNTU1OPvss7HvvvuiubkZl1xyCe644w4O1taBePqvK4oCEcFhhx2GU089FQBwyimnoLm5GbNmzcKDDz6I888/H6+++mrcZVL8oiUH9W9nypQp2LZtGwDE3T3N7/dj+/btyQtwiHXr1uE73/kOrr76atx888345S9/Cb/fr7Wqq+ejtob29PRg48aNMBgMuOaaa/Dee+9h+fLlYccQZQvmPv1j3tO/bMt7wPjLfawUUsJEJCLBqR/8pqYmrF69GgcddJC2r7e3F4cffjgWLVqE3bt3pzVWCrd79+64u78oioIvv/wSL774ojYD2+GHH47HHnsMNTU1WLNmDebOnYu33npL+/0zSSZHtOQwefJk7Ny5Exs3bsSHH34Y9wxroVAIL7/8MqZMSc0KRF9++SVaW1vxzDPP4KGHHsJZZ52FjRs34pxzzsFzzz0HIPJ8CgoKtG51V155JWbOnIlVq1bB4/EA0EeLKdFQzH3ZiXkvO2RT3gPGZ+5jpZASpigKJk+ejM8++wxPPPEEgK8/yL29vTjqqKPw+eefY/fu3dofTElJCX7yk59gv/324w00Q1auXIlLL70Ul1xyCWbNmoU77rgDH3zwAYDoSU1EcPjhh+Ob3/wmHn30UW27x+PB1q1bce6552Lr1q2wWq148MEH03Ye49Enn3yCBQsW4Pbbb8f111+Pp59+Gp2dnWHH7NmzB/vuuy+mT5+OTz75BO+++25cZRsMBuzevRsdHR1Ji3fnzp1YuXIlAoEADjzwQNx888049NBD8V//9V/41re+hWXLlmGfffZBVVUV7rjjDu116n0iPz8fxcXF2vaGhgZ88cUXuPfee/HVV19pLfZEesLcl32Y9/Qr2/IeMP5zHyuFNCq/+93vcOKJJ+Kiiy5CZ2en1gpnNBrxj3/8Ay6XC3/6059wyCGH4OKLL8aJJ54IAPj8889x6623ZjL0Cefvf/87LrnkEnR2duLmm2/GD3/4Q0ydOhW//e1vtUHb0VpR1RauH/7wh5gxYwZee+01/M///A/eeecd3H333WhtbcXKlSvh9/tx8cUX4+mnn8akSZPw3nvv4ZNPPknnKWa1++67D5dccgkMBoM2Ffqvf/1r/OhHP8Ktt96qXctJkyZhYGAAxx57LD777DM8++yzI46ZUJOL2WzGkUceOeZYRQQPP/wwSkpKcOyxx8JkMmn79uzZgyOOOAInnngitm3bhueeew4//OEP8dvf/hY33HADPvnkE+0z9eGHH+Lll1/WXjt79mz8/Oc/x9NPP6190dJDVxqioZj7sgPznr5lU95Ty5wQuU+IhrFnzx7Zs2dP2LYPP/xQbr/9dmlsbJSCggKx2WzavmAwKNOmTZMf/OAHEggEtO27d++WPXv2yNatW+VPf/qT7Nq1K23nMFG98847cuWVV8r8+fPlpZdeitg/Y8YMURRFnn322WHLefjhh6W4uFh++9vfyr/+9S9tu/q5eOyxx+Skk06S/fffX2bMmCF2u122b9+e3JMZh9asWSPnn3++XH/99bJp06awfd3d3bJ48WJRFEWmTZsmXV1d2r7nnntODjjgAJk6daq0trbK7t27RURkYGAgrIyBgQEZGBiQYDAot9xyi3R3d48p3jfffFO+973viaIoctxxx2nb1fdXbd++XRYtWiSffvqpiIhcffXVctBBB8lZZ50lX375pXbcE088IZs2bdI+R++8844ceOCB8t3vflc+/fRTeeGFF+STTz4ZU8xEo8Xcl52Y9/Qt2/KeyMTKfawUUlz+/e9/azfYr776Sts+b948KSgokOeee05ERLZs2SK33367KIoiK1asiLhJvv766/Lqq6+mL/AJaPv27bJgwQJRFEX+67/+K2zfnj17tC8lf/rTn0RRFHG73cOWt23bNjnzzDOlt7c3rBz1Zrxjxw753ve+J0cddZR0dHQk+WzGn46ODvnOd74jFRUV0tnZqW0ffE1V119/vSiKIqeffnrYF83LL79cFEWRH/3oR9LW1iYiEpYkB3+Z/fe//y0vv/zymGL+8MMP5ZprrpGuri755S9/KYqiyK233qq9n0r9/+eee06WLl2qndc999wjBx98sJjNZnn00UdFRMJi2rlzp4iIXHPNNaIoiuTm5sp9993HL9CUccx92YF5T9+yMe+JTLzcx0ohRRj8h7Vt2za56KKLZNKkSVJYWKglRfWD3N7eLmeccYacddZZYWVccMEFkpeXJ1VVVeL3+2XHjh3S0tIif/jDH2Tr1q3pO5kJ5qOPPpLS0lKpra3VWtveeustEZGIlrXXXntNiouL5eOPP45ZnvpZuP/++yUUCkW0jImIPPXUU9Lc3BxxY6dwW7ZskSuuuEKmTp0qiqLINddcIyKRyUzk6+u+bds2+dGPfiSKosj111+v/e0EAgGx2WyiKIp885vfjNqSHQqFZOXKlXLjjTfKli1bxhT74N/tRx99JIqiyNFHHy3vvPOOiES2mIqI3HTTTWFxrVu3TqZNmyYHHnigPPfcc3LPPffIu+++q+3v7e2VmpoaOfPMM/mEkDKCuS87Me/pVzbnPTVO1UTIfawUUkybNm2SDRs2yB//+EepqamRww8/XGsBGfyHsHTpUjn++OPF5XJp23bs2CGvvvqqlJaWSk1Njfz3f/+3vPHGG2k/h4lI7S6xdOlSURRFLrroIm2f2io3MDAgV111ldTX14tIZBeMwb766iuZN2+edhPj05vRWb9+vSxdulQ2b94shx56qOTk5Mg//vEPEYmeWNRtzzzzjBx88MFyzDHHRCQMl8sl3/3ud2XSpEny4x//WBYvXizLly+XO+64Q372s5/JunXrxhTz0KStfjFWW3LnzZsX8Rr1s/Tvf/9bbrjhhrB9r732mvz4xz+WI488UioqKrTEKiLidDrl9ddfH1O8RMnA3Jd9mPf0KRvznsjEzX2sFFLE2In33ntPLr74Ypk1a5bWxeLzzz+XOXPmyCmnnKLdfNUW0+7ubpk9e7YUFhbKZ599JiKRN9Bof/w0doFAQH76059qv6ehN7LjjjtOJk2aJE899VTY9n/84x/y/e9/X/7yl7/IQw89pPXdH/p7Un9+8MEH5aabbmJLd5L88Y9/FEVRxGq1atuG+4JSUVEhiqLI3XffLSKRv6e//vWvcu+998q8efPE4XDI/fffP6ovMT09PfLOO+/I2rVrZevWrdr7qJ+rwTEeeeSRsu+++4rX640ak4jI3XffHfHZGxgY0J7A/PGPf0w4RqJkYe7LTsx72UmveU+EuU/FSuEEon6oh95AVR999JFs2LBB2tra5PHHH5fTTjtN2tvbtf2PP/64nHrqqXLFFVdElHndddeJoiiycOFCCYVCWksQpcbAwIDceOONcuihh8o+++wjhxxyiHzwwQfafvVLy2OPPSaKokhpaam277nnnpMFCxbI4sWLtTEYBoNB3nvvvbD32LZtm/b/6jiMo446athuNzS8wYnllFNOEUVRZNWqVSIS/e9STTb/+Mc/RFEU+fWvfx11/1ht3bpVbr31VrngggvkvPPOk4MOOkj23XdfufDCCyOOVZPuww8/LIqiyNlnnx2RONX/fvbZZ2K326W/vz/stf39/fK3v/1NHnrooaTETzQc5r7xgXkvO+k174kw9w3FSuEE0dvbKzfeeKP28+A/qq+++kouv/xyMRqNcuWVV8pNN90kIqINlFc/9F999ZX85je/kenTp2sD79UbaFtbm5x55pmiKIrMnDkz7EZNyfXkk09KdXW11NXVyRdffCFffvml3HLLLbJixQp5//33RST8Jjxr1ixRFEWuvfZaWbZsmTzyyCNhLZ/Lly+XyZMny49+9KOwbk5NTU3yxhtvyHvvvSfHHnus3HXXXTG/VFH81OSwdu1aURRFTjvtNNm8ebOIxP7SKiJiMplkwYIFIhK9dXU0Y1v27NkjLS0t8otf/CJsNr7+/n454ogjRFEUbXB8tNhOP/10URRF7r///ohj1Hjcbre2Xz1PonRh7hsfmPeym57ynvqezH2RWCmcQK666qqoM27985//lNtvv13OP/98mTZtmtZCovbBF/n6A//qq6/KD37wA/npT38aVsYzzzwjLpdLnn/+eQ68TpE33nhDrrjiCpk/f37EGJWdO3dKe3u7LF++XJvmWf3y88Ybb4iiKHLMMcfIP//5z7DXiOwdmF1ZWan1k1dn+3rqqaeko6ND3n333bDWUxo79W9kzpw5oiiKNDY2hm0feuyWLVvEbDbLwoULkxZDW1ubnHDCCfLII4+Eve+OHTtEROQvf/mLKIoil1xyScRr1QS/bt06URRFTjnlFO1zF627zZlnnikXXHCBXHLJJVmTHGn8YO7LXsx744ce8p4Ic99wWCmcANSb5AMPPKD15fb5fHLFFVfIW2+9pX2Qv/zySykrK5OjjjpKGwQbrYXkxhtvlP/4j/+QxYsXS09Pjyxbtkw8Hg9b01Jk06ZNUlVVJcXFxSNOaT54+myRr39/8+bNE0VR5LrrrhORyK4OTz31lBQWFoqiKPKzn/1Mli9fLjfffHPYFOyUPOrf5AcffCCKosixxx6rtXbH6hpTUlKiTX8/Fh9++KGUl5eLoigydepU7TOj/q7Vz8yOHTvkG9/4htxxxx1Ry1GPu+iii0RRFPl//+//hW1XP1sPPPCATJ48WZYuXcrxVZRWzH3Zi3lv/Mlk3hNh7osHK4UTyK9//WvZd9995ZxzzpHa2lptkKzI1x/mBx98UPLz87XH9YOpx/T398uDDz4o5eXlsmDBAunr60tL/BPR0qVLZfr06aIoihQXF2vb1dbOLVu2yGuvvRbz9YN/ZwcddJDk5uZqM3MNvUl1d3fLDTfcIPPnz+e6S8NI1tMA9frX19eLoihy+eWXxzxm9erVMm3atIjFfkfjlltukc7OTmloaIg5i5rI3qco3/ve9+Sjjz4aNv4vvvhC9t13XznssMNk/fr1YceoXfd4j6BMYu7LLsx7+pPteU+EuS8erBROIJdcconk5OTI8ccfP+zj7vPOO0+++93vyiuvvCIisadiZmtaan300Udy3XXXycaNG2X27NmiKIosX75cRMJbsW+44QZ54YUXIrar1N/fXXfdJYqiyHnnnRdxDLs9xefzzz+Xa6+9Vh5//HERGX4sxEjU1+7Zs0cOO+ww2X///eX5558XkfC/rT179sjChQu19xyNTz75JOLvdffu3XL44YfL/vvvry0ErH7p2r17t9x0003S2NgoO3fuDIt1MPWzpSbZSy65RHbs2CF33HGHfPrpp6OOlyiZmPuyB/Oe/mRr3hNh7ksUK4UTxMsvvywrV66UxsZGOf7447UB9YOpN8i1a9fKKaecIjabLeIPgTfRzNiwYYMoiiInnXSSNgval19+KSIid955Z1hr28DAgOzcuVN6enpEJLxl9KSTTpJJkybJI488IiJfr+1E8fnf//1f+fa3vy0HH3ywtLe3a2MQRts1RE1WDzzwgCiKIuecc07Y39xTTz0lc+bMGfUiyTt27JBNmzbJT3/607C1ntS4//rXv2rvO7j8VatWSVFRkfziF7+Q3Nxcqamp0WZRG2zwa0wmkyiKIt/61re0L2tEmcbcl72Y9/Qh2/KeCHPfaLFSOEEM/oM755xz5NRTTxWfzycie/+wd+3apbWUiOztblNYWChPPvmk9PT0SEtLS9pjpr3U30ttba0oiiJ2u13b9+mnn8qMGTNkxowZYRMpqC1Wn3/+ufaziMjTTz8tiqJIXl6eNDY2isPh0PZRfM4++2xRFEWOP/54Wbx48ajKiLZ473e+8x1RFEUef/xx2bhxoyxatEiWL1+ufQlKRDAYlFtuuUXuvvtuufbaa0VRFLnsssu0/YMT2ne/+11RFEUefvhh2bhxo/zhD3+Qv/zlL/LJJ5/Ili1btM/d3Llzta4wAwMDEggEtBbRv//972IymeSmm24Ku48QZRpzX3Zi3tOXbMh7Isx9Y8VK4QSiJsfHH39cpk+fLjU1Ndq+N998U/75z39qf4h9fX1y0kkniaIocumllyatTzclTv29hUIhOeCAA+SQQw6R119/Xf72t79JZWWlXHvttbJ27Vr5xS9+IaFQSHvd6tWrI27e77//vsyePVuuvvpqefvtt9N6HtlOTWTNzc3idDolNzdXFEWRP/7xj1rCGKlbzYsvviinnnqqTJ48WYLBoIh8/eXH7/eLoihaEhtNF5Rdu3bJX//6V1m4cKG2ztrWrVvl1VdfldNPP13+/e9/hx0rsnf8hJrsHQ6HfPjhh2FlhkIh+elPf6oNqFfjev311+Wuu+6Srq4uWbJkScRkD0R6wdyXfZj39CEb8p4Ic1+ysFI4QV122WUyY8YMrb/2xx9/LKtXr9ZuAM8884xMmzYtbP0Wyhz1Jnb77beLoigyffp0sdvtYTexl156KaybxFdffSWXXXaZdHZ2isje3/FvfvMbefbZZzlb3hg0NDTISy+9JOvXr5dTTjlF9t9/f7nyyiuHbXnu7u6WyspKmTRpkvz3f/931GPuvfdeycvLkzVr1ow6tmeffVbuvvvusG1qy2hLS4s8+uijYeMr1H2/+tWvRFEUrWudOiW/un/16tVy5JFHSm5urtx4442yc+dOeeSRR8IW+CbKBsx92YN5Tz/0nPdEmPuShZXCCUb9oLe3t8upp54qc+bMkS1btojI3tnX1Kmf33nnnayZQnciGNzlYcaMGaIoinYTjXVT9vv9cu6558qLL76obRu8eC8lRv0ddHZ2ytVXXy27d++W119/XX70ox+Joijyq1/9Sr744ouI1z3//PPyH//xH3LGGWdIV1eXtn3wJBavvPKKrFy5csx/cz/84Q+1mRUHD5wX2ftlaWj56s+bNm2SKVOmyOGHHy6vv/66tm/wWm1//vOfJS8vT44++mipqKjQJuMgygbMfdmHeS/zsiHviTD3JQsrhRPYzTffLNOnT5cFCxbItm3b5P7775d3330302FRDOrN9KmnnhJFUeSHP/yh9qVm6ELLInsXW1YURe666y62kI4g3uszMDAg/f398uc//1lLKp9++qmUlpbKpEmTZPbs2REzF27bti1s+vTBCSfZfvGLX8gDDzwgInvPKZ5kq8Z56623iqIocvHFF4ftHxzrpk2bJBAIjIuxEzRxMfdlD+a91BkveU+EuS9ZFBER0IQiIlAUBf39/Vi1ahVWrVqFQw45BLfddhuOOeaYTIc3Lv35z3/Gu+++i/333x8FBQWYMWMGZsyYgdzcXOzZsweTJ09OqLwf//jHePbZZ3HnnXfiyiuvxO7duzFlyhRt/6pVq7Bo0SL89re/xRVXXAFFUZJ9SuPG0Gs3ks8++wz19fW49957sf/++wMAtmzZgoULF8LlcuHwww+H1+vFCSecgMmTJ2u/XxHBwMBAwr/reIkILrzwQiiKgltvvRV5eXkAgE2bNuGVV17BRx99hFdffRUzZ87ErFmzUFxcDCD8/I877jj09PTg6aefRllZWUriJMoU5r70Yt7Tr/GS9wDmvmRipZDw1VdfYb/99st0GOOSz+eD0+lEX18fLrzwQrzwwgv4+OOP8eSTT+Kkk07CX/7yF5hMJkyZMgUDAwOYNGnSsOXt2rUL++yzD95//32ccMIJMJlMWLNmDUwmEwDg9ddfx7333ouTTjoJtbW1OOCAA9Jxmllr5cqV+Pvf/47Jkyeju7sbP/nJTzBnzhxMmzYt6u9D/VLpcDhw9NFH4/zzzwcArF69GqtXr0Z/fz9eeOEF5OXlYdGiRbjwwgvj+r0my+uvv46f/OQnOOCAA3DOOedg165dWLVqFb744gtMmTIFu3fv1o612+249tprcdBBB2n3gCeeeAI//elPceKJJ6K5uRn//ve/8f3vfx/Tpk1LS/xE6cTclxrMe/o23vIewNyXNJl5QEk0vn366ady/fXXy/nnn6/1cx9s7dq1cvzxx4uiKHLttdeOWN4///lP7f/VbhFXXXWVKIoiN9xwg3z55ZfS2Ngov/vd77J64dR0eemll+Tiiy8Wu90uH3zwgdx///1itVpFURQ544wzRnz9yy+/LP/617/k1VdflauvvlpuueUWbVa1VatWyT777COKoshTTz0lIiLvvvuuNvFBqv3tb3+ToqIimTRpkuy3335ywAEHyPnnny8PPfSQvPTSS7Ju3To577zz5JhjjpGGhgYRCe9GdOqpp4rBYJCrrrpKXnzxRa7PRkRxYd7Tt/Gc90SY+5KBlUKiJFu0aJGYTKaw9ZNEIvvUd3Z2yhFHHKGtkzN4APbgY+bOnSuKomgTIQzuK28wGLQb+htvvJGiMxo/3nnnHbnyyitl/vz58tJLL0XsVyczGGnmwYcffliKi4vlt7/9rfzrX//StqsJ5rHHHpOTTjpJ9t9/f5kxY4bY7XbZvn17ck9mGP39/fL222/LK6+8IoFAIGJ/KBSShQsXyvnnn69NKy6yd82lq6++Wp555pmon0ciomiY9/RrouQ9Eea+sWKlkChJ3G63nHbaaaIoihx22GHa2kmDp0FWqTfRu+++WxRFkZNPPlneeecdbf/mzZulvr5e9ttvPznrrLMi1s8REfF6vXLsscfKH/7wB86WN4Lt27fLggULRFEU+a//+q+wfXv27NGSwJ/+9CdRFCXii81Q27ZtkzPPPDNsfaI9e/ZoX3527Ngh3/ve9+Soo46Sjo6OJJ/NyIZOIDAwMKBtUz8rjzzyiJSVlYUd53Q6tYWfiYhGwrynXxMt76nxDMbcl5j0dfglGufefvttNDU14cYbb8Tnn3+Oa6+9FgCw7777RhyrDoCvra3Fz3/+c7z99tt45plnAADd3d047bTTsGrVKjz11FN45plncMwxx4T1ie/q6sKrr76KN998E7/+9a9TOog7223cuBHnnnsu+vv7AQCBQABvv/02AGDPnj2YNGmSdv1OPPFEFBUV4fTTT49Z3sDAAA488ECcd9552oB6AJg0aZL2e21ra8PVV1+NjRs3wmw2p/L0oho6lkNRFG2b/N8w8mOPPRY7duzAl19+qZ1DbW0tDjnkkPQGS0RZi3lPnyZi3lPjGYy5L0GZrpUSZatgMCi33HKLPP/882Hbd+zYIYcccogceOCBWleNaC2aauvVE088IYqiiMlk0vZ5PB7t/wcGBtgiOkbd3d0iIrJ06VJRFEUuuugibZ/a0jkwMCBXXXWV1NfXi4gMO57gq6++knnz5mnT2Ouxu0kwGJTW1lYR+Tq+wee0bNkyWbVqVUZiI6LsxLyXPSZi3hNh7hsLPikkGoVbb70VRUVFyMvLww9+8ANt+86dO7HffvuhsbER27dvx9KlSwFAm5p5MLX16txzz8UZZ5yBTz75BIFAAABgsVgA7J0yWVEUtogmoKurCz/72c/Q0tICYG8LpzqD2P/8z/9g2rRpeOCBB/D0008D+Lql85VXXsG6detwwgkn4OGHH8YHH3wAAFpLomrPnj3Yd9998YMf/ADNzc3Ytm1bQlN7p4vBYMCDDz6IDRs2aLP8KYqCzs5O/L//9//w+eefo7y8PNNhElGWYN7TL+a9rzH3jUGma6VE2eTZZ5+V//zP/xRFUURRFOnq6hIRibqgaXFxsSiKIg8++KCIRF8oVm0JdTqdsu+++7JldAwGBgbkxhtvlEMPPVT22WcfOeSQQ+SDDz7Q9qu/o8cee0wURZHS0lJt33PPPScLFiyQxYsXa2MwDAaDvPfee2HvsW3bNu3/1XEYRx11lHz88ccpPrvReeONN6SwsFBqamrkuuuuk+XLl8uCBQvko48+ynRoRJQlmPf0i3kvOua+0WGlkChOfX19csMNN8i6devk9ttvF0VR5MILL4w4Tu2u8PLLL4uiKFJcXKxN2xwtQQ4MDMj9998vRx99tNbdgxLz5JNPSnV1tdTV1ckXX3whX375pdxyyy2yYsUKef/990UkvPvIrFmztGnRly1bJo888ohs3bpV2798+XKZPHmy/OhHPwqb3a6pqUneeOMNee+99+TYY4+Vu+66K+rvVE/mz58vdXV1IiKctp2IEsK8p1/Me8Nj7kscK4VEw9iyZYvcd999ES1nIiL5+fmiKIo8+eSTIhI+fkK9EZ933nmiKIr8/ve/D9s+9Li//vWvMmfOnJScw3j2xhtvyBVXXCHz58+PmJp8586d0t7eLsuXL5dNmzaJyNe/ozfeeEMURZFjjjkmbC0stVU1FApJZWWlKIoi8+bN06a2fuqpp6Sjo0PefffdsNZTPQsGg7J27dpMh0FEWYJ5T9+Y9+LD3Jc4VgqJYliyZInk5OTI7373u7AB1Tt27BARkccff1wURZFZs2Zp02+ryU69CX/88ccyadIkOeqoo+Ttt98O26e2tH355Zdy4oknyvLly8PKoNg2bdokVVVVUlxcrK1jFcvg6bNFvr7u8+bNE0VR5LrrrhORr6+7+t+nnnpKCgsLRVEU+dnPfibLly+Xm2++OepU60RE4wHznn4x71GqsVJINMTOnTvlmmuuEUVRpKKiYthjLRaLKIoi99xzj4iEd5NRk+CNN94oiqJITU2Ntm/wcc8880zYPhre0qVLZfr06VoXJZXa2rllyxZ57bXXYr5evfb9/f1y0EEHSW5urqxbt05EImfL6+7ulhtuuEHmz5+fsXWXiIhSjXlP35j3KB1YKSQaZHBr5YMPPihtbW0R20W+vom+9dZboiiKfPOb35SNGzeKyNc338GvOfroo2WfffaRZ555RtvW09MjdXV1cvnll8sXX3yRmhMaZz766CO57rrrZOPGjTJ79mxRFEVraR78heOGG26QF154IWK7Sm0Bv+uuu0RRFDnvvPMijmHLNRFNBMx7+sa8R+nCSiFNeLt379b6zg++IV5zzTXS19cX83XqTfeKK64QRVG0Ac2DqTfhhx56SBRFkblz58r27dvlL3/5i1x99dVa1xpK3IYNG0RRFDnppJO0WdC+/PJLERG588475fLLL9eOHRgYkJ07d0pPT4+IhLeMnnTSSTJp0iR55JFHREQ46QERjXvMe9mJeY9SiZVCmtAeeOABufDCC+Wvf/2rtm337t0SDAalsbFx2NeqyXHr1q1y0EEHSU5OjjZ4O9oU2+rMX9OnT5fnnnuOLXJjoHaZqa2tFUVRxG63a/s+/fRTmTFjhsyYMUPcbre2fceOHXLHHXfI559/rv0sIvL000+LoiiSl5cnjY2N4nA4tH1EROMN8152Yt6jVOPi9TQhvfzyyygpKcGFF16Is846CxdccIG2b/Lkyfjkk0/wwx/+cNgyJk2ahN27d+Mb3/gGGhoa0N/fj9tvv10rQwYt2vvOO+9g27ZtsNls2LBhA84880woipKak5sA1EWNGxsbsf/+++O+++7Dv//9b7S2tuLKK69ERUUFli9fjsceewybN28GAOy3336YNm0a7rvvPu1nADj++ONx5plnorKyEueeey7q6uq0fURE4wXzXnZj3qOUy3StlCjdnE6nlJaWys9//vOYA+EfeOAB8fv9Iy6qO7jV8+STTxZFUaS5uTniuOuvvz5sQVkaO7WLkrp21vTp08Vut8uHH36oHfPSSy/JJ598ov381VdfyWWXXSadnZ0isneWvN/85jfy7LPPZsW6S0REo8G8Nz4w71EqsVJIE87gJDVt2jSZMmWKPP300yLydfeMefPmyfbt27XjhkuS6k362WefFUVR5PTTT5f+/n7585//LO3t7ak4BZLwLyYzZswQRVFkzZo1IiIxu8H4/X4599xz5cUXX9S2DV68l4hoPGLeGx+Y9yiV2H2Uxr2BgYGwn4899ljt/2+//Xbs2bMHS5cuxa5du7DPPvvA7/fD6XSiqKgIN910E3bv3q112wAQ1j0GAKZMmYKBgQHMnj0bP//5z/HKK69g+vTpmDx5MgoLC1N7chOYoijYvXs3AOCOO+4AANx8883YunUr9ttvP+33NPj3v2nTJjz11FPYsGGDtv0b3/hGmiMnIkot5r3xiXmPUkmRoX/pROPYwMAAJk0KbwuZNWsWXnjhBdxzzz2YP38+XnzxRbzyyiv405/+hM7OTpjNZlx88cX4xS9+gdzcXO11IhI2PqKrqwu/+tWvMG3aNNx77704+OCD03Ze2ejPf/4z3n33Xey///4oKCjAjBkzMGPGDOTm5mLPnj1hX0ji8eMf/xjPPvss7rzzTlx55ZXYvXs3pkyZou1ftWoVFi1ahAULFuDyyy/n2BYimhCY9/SDeY/0jJVCGne2bt2K5cuXY7/99sOHH36ImTNnwmg04uyzz9aOGRgYgIhg8uTJeOONN3DqqafihBNOwL/+9S84nU5cfPHF6Ovrw4svvohrrrkGmzZtgtFoxI033ojZs2fj+OOPD3vPYDCI++67D3PmzEFBQUG6Tzmr+Hw+OJ1O9PX14cILL8QLL7yAjz/+GE8++SROOukk/OUvf4HJZNJaood+mRlKbel+//33ccIJJ8BkMmHNmjUwmUwAgNdffx333nsvTjrpJNTW1uKAAw5Ix2kSEaUN856+Me9RVshMr1Wi1GhtbZW6ujpZuXKlvPHGG7J06VKpqKiQQw89VEpLSyMGw6tjJubPny+KosgFF1wgd955p4h83Xd/y5YtsmzZMjGbzaIoihx22GFy1113SV9fnzzwwAPy2muvpfcks9Snn34q119/vZx//vni9Xoj9q9du1aOP/54URRFrr322hHLU6dBF/n693jVVVeJoihyww03yJdffimNjY3yu9/9Tj799NPknQgRkY4w7+kX8x5lE1YKaVz4/PPP5corr5Rbb7016o1ww4YNcthhh4miKHLvvffKF198ISJfD7Dv7++Xb3zjG/KNb3xD/va3v4nI3hm7hq6pdO+990pxcbEoiiKTJk2ShoaGEWdqI5FFixaJyWQKWz9JZG9SG3yNOzs75YgjjhBFUeThhx/WJjMYrLOzU+bOnSuKosirr76qlaMyGAyiKIqcccYZ8sYbb6TojIiIMot5T9+Y9yjbsFJI48ITTzwh9957r/bzwMCAdtNVE+DTTz8tJ598suTm5srvf/977Vh1/x/+8AdRFEWqqqrCyhH5eqa1Tz/9VL797W/LueeeqyVYis3tdstpp52mtTSHQiER2fvFYyh1auy7775bFEWRk08+Wd555x1t/+bNm6W+vl72228/Oeuss8Km4FZ5vV459thj5Q9/+AO/tBDRuMa8p0/Me5StWCmkrLd9+3b5/ve/r3XNGLruzuAWuaVLl4rBYJATTzxRm5558E30hBNOEEVR5NFHH414rcjellm/35+S8xiPbrzxRgkEAnLTTTeJoihyxRVXxDxWvdZfffWVzJkzRxRFkdtvv11ERLq6uuSEE04Qk8kU1gVncItqIBCQm2++Wfr7+1N0NkRE+sC8p1/Me5StWCmkrNfW1iYnnXRS2PpKQ6k33g8//FB+8YtfyOTJk+X3v/+9dnMduubSD37wA+217Jcfv2AwKLfccos8//zzYdt37NghhxxyiBx44IHy0ksviUj0NbDULzZPPPGEKIoiJpNJ2+fxeLT/HxgYYIsoEU1YzHv6wbxH4wXXKaSsJf83ce6GDRvw2WefYf/99495rDoN8zHHHINZs2Zhv/32w4YNGzBlyhTs2bMnbM2lOXPm4OWXX0ZtbS1+85vfoL29PS3nk+1uvfVWFBUVIS8vDz/4wQ+07Tt37sR+++2HxsZGbN++HUuXLgUATJ48OWLtK3XGtXPPPRdnnHEGPvnkEwQCAQCAxWIBAOzevRuKoiQ8dTcRUbZj3tMX5j0aT1gppKylJrze3l7s2rULGzZsGPZ49UZcVlaG/fffH+vWrcOuXbu0m6x6Y77iiisAAG+++SauueYanHPOOSk6g/Hhueeew49+9CNcd9116O7uxhlnnIEpU6Zg165dAIB9990XAHDxxRejqKgIra2teOihhwBELogMAHv27AEAnHfeedizZw+mTZsWtn/wGkxERBMJ854+MO/ReMRKIWW93NxcbNmyBZ2dncMepygKBgYGcOyxx+J73/sepk2bhn322SfsBr169Wo4HA68+uqreOWVV3DYYYelOvysFgqF8Oqrr2Lp0qVaS+jvfvc7AMA+++yjHbd7924AwF133QUAuPPOO9HX14dJkyZhYGAgrEy1JXWfffbBYYcdho0bN6bhTIiIsgfzXuYw79F4xUohZb2jjz4aANDW1ob+/v5hjxUR7NmzB5MmTdJaStWWVwA4/fTT8fTTT+O0005LXcBZbuvWrbj//vvx/vvvw2Aw4He/+x2Ki4tx9dVX47jjjsMDDzyAp556CsDXrZ9TpkyBiOD73/8+qqqq0NHRgWXLlgEIv/7A3t+RoijYZ5998J3vfCeixZSIaKJj3ksv5j2aCFgppKw3e/ZsHHHEEXjwwQfx4osvajfkaCZPnozJkydj69atsFqtAMK7chx++OFadxqKtHTpUhx99NH46KOPYDKZtO1fffUVAOCOO+4AANx+++3YuXNn2PgJtWX09ttvh6IouOeee/DOO+9AURTtdzYwMABFUbB9+3bceuutOPPMMwFE725DRDRRMe+lD/MeTRjpm9OGKHXUtZZmzZol69ati3qMOsOXz+eT448/Xt577710hpjVdu7cKddcc40oiiIVFRXDHmuxWERRFLnnnntEJHyqdHXmtBtvvFEURZGamhpt3+DjnnnmmbB9REQUjnkvtZj3aKJRRNgUQdlv586d+PnPf45nnnkGP/7xj7F48WJ861vfAgDs2rUrrJ//PffcA6PRiOrq6kyFm1Xk/7q1AMBDDz2EI488ErNmzQrbDuztMjN58mS8/fbb+Na3voUZM2agra0NeXl5GBgYwKRJk8Jec8wxx+Czzz5Da2srzjrrLADAxx9/jLvuugtbt27FTTfdhKlTp6b/hImIsgDzXuow79FExP4CNC7su+++cLlcuPDCC/H000/DarXiySefBPD1wO9XX30V1113HY488khUVVVlMlzd27NnD7q6uiK2v/322zCbzQAix0RMnjwZAwMDOOmkk3D55Zfj/fffxx/+8AcAX89wpyiKNvje4XBg9+7dWLlyJXbs2IEHHngAS5YswUUXXYR77rmHiZGIaBjMe8nFvEcTHZ8U0rgiInj88cdx2223YePGjTj00EMxc+ZMHHDAAZg+fTpqampw4IEHZjpMXfvrX/+KtrY2WCwWXHDBBQD2Jsv+/n6sXLkSCxcujPlatWV027ZtOOKIIzB58mSsWbMG3/nOd7QW1cFKS0vx/PPP4/jjj8cf//hHlJWVRSRdIiKKjXlv7Jj3iFgppHFs+/btePPNN3HggQfCaDTiyCOPzHRIuvbyyy/jN7/5DTo6OvDwww/jvPPOC9v/9ttvo7+/H9/97neHLWf37t2YMmUK/vjHP+LKK69EZWUlHnnkEQDhXXLeeecdXHzxxSgsLMTSpUv5pYWIaIyY9xLDvEf0NXYfpXFp9+7dOOCAA1BSUoKTTz6ZiXEELpcLN9xwA4455hgAwNq1a7V96uxpHR0dOOyww4ad5Q6A1ir63//93zjppJPQ3NwMt9sNILzrzSOPPILm5mYsW7aMiZGIaIyY9xLDvEcUjk8KiQgffvghjj32WADAcccdh56eHrS2tuLss8/WJiyYP38+7rjjDuy///4AELVbjEptNX3uuedw9tln4/vf/z6eeeYZrF69Gt/61rdQVFSUtnMjIiIainmPKByfFBJNQGorqEpNjMDe9ZT27NmDpUuXaonR7/fD6XSiqKgIN910E3bv3h2WGIe2LU2ZMgUDAwOYPXs2fv7zn+OVV17B9OnTMXnyZBQWFqb25IiIiIZg3iMaHiuFRBPQ4IWKhybKOXPm4IwzzsDatWuxcuVKAMDGjRvx+9//Hrt27cLvfvc7fPe738U999yDvr4+AF93jxmcJCdNmoSuri5s2rQJv/jFL/D+++/jggsu4CLJRESUdsx7RMNj91GiCWDr1q1Yvnw59ttvP3z44YeYOXMmjEYjzj77bO2YgYEBiAgmT56MN954A6eeeipOOOEE/Otf/4LT6cTFF1+Mvr4+vPjii7jmmmuwadMmGI1G3HjjjZg9ezaOP/74sPcMBoO47777MGfOHBQUFKT7lImIaAJj3iNKDCuFROPcE088gX/84x+YMWMGTjvtNKxZswavvfYaXnjhBZxyyimw2WyoqKjQjlfHTFx++eVYvnw5zj//fBQXF+Oqq67SZlHbunUrHnzwQaxYsQLr16/HoYceimuvvRa/+tWv8MQTT2jvRURElG7Me0SJY6WQaJz64osvcPPNN+OII47AJZdcgsMPPzxs/+uvv44zzzwTn3/+Oe655x5UVlZi6tSp2niKLVu2aLPXPfzwwygvL8fOnTuxzz77hM2mtmzZMtx///3o6OiAoij4/e9/j4ULF8YcjE9ERJQKzHtEo8dOzkTj1GuvvYYTTjgB9fX1OPzwwyEi2tiHXbt24dRTT8Wf//xnnHTSSbj22mvhdDoBAPvssw927dqF//iP/0BDQwO+/PJLPPzwwwCAfffdVyt/9+7dAPaOxfjqq69wzjnnYNOmTVi0aBETIxERpR3zHtHosVJINA7t2LEDDQ0NmDFjBoC94yYURdFaOqdMmQIAOPvss3HJJZdARPDggw/ipZdeAvD1gPxf//rX+OY3v4nm5masXr067D3UMiZPnozHH38cTzzxBKZOnZqW8yMiIhqMeY9obFgpJBqHXnnlFYRCIZx++ukAEDHzmaIoWutpRUUFfvzjH+P999/HP/7xD23abbVF9M477wQA3HHHHdprP/vsM62sQw45BCaTKdWnREREFBPzHtHYsFJINI6oCW/Dhg347LPPtAV3o1FbT4855hjMmjUL++23HzZs2IApU6Zgz549YWsuzZkzBy+//DJqa2vxm9/8Bu3t7Wk5HyIiouEw7xElByuFROOImvB6e3uxa9cubNiwYdjj1WRaVlaG/fffH+vWrcOuXbu0sRFqS+sVV1wBAHjzzTdxzTXX4JxzzknRGRAREcWPeY8oOaZkOgAiSr7c3Fxs2bIFnZ2dmDlzZszjFEXBwMAAjj32WHzve9/D1q1bsc8++2hTcAPA6tWr4XK58Oqrr3K6bSIi0iXmPaKx4ZNConHo6KOPBgC0tbWhv79/2GNFBHv27MGkSZO0ltLBU2+ffvrpePrpp5kYiYhIt5j3iMaGlUKicWj27Nk44ogj8OCDD+LFF1/Enj17Yh47efJkTJ48GVu3boXVagXwdfcaADj88MMjBuwTERHpCfMe0djwE080DuXm5qK+vh7btm3DnXfeifXr10c9bmBgAACwfv16fPTRRygtLQUQ3mJKRESkd8x7RGOjyOCmESIaN3bu3Imf//zneOaZZ/DjH/8Yixcvxre+9S0Aexfx3WeffbRj77nnHhiNRlRXV2cqXCIiojFh3iMaPT4pJBqn9t13X7hcLlx44YV4+umnYbVa8eSTTwKAlhhfffVVXHfddTjyyCNRVVWVyXCJiIjGhHmPaPT4pJBonBMRPP7447jtttuwceNGHHrooZg5cyYOOOAATJ8+HTU1NTjwwAMzHSYREVFSMO8RJY6VQqIJZPv27XjzzTdx4IEHwmg04sgjj8x0SERERCnDvEcUH1YKiSaI3bt3Y8oULk1KREQTA/MeUfxYKSQiIiIiIprAONEMERERERHRBMZKIRERERER0QTGSiEREREREdEExkohERERERHRBMZKIRERERER0QTGSiEREREREdEExkohERERERHRBMZKIRERERER0QTGSiEREREREdEExkohERERERHRBMZKIVEWCoVCsNlsKCgogKIoaGxsHPZ4n88HRVGQm5sLm80Gn8+X0HuFQqGI8srKypCbmwuv1zuaU4hLIBBARUUFcnNzRzxHIiIa35j7iFKHlUKiLGQwGOB0OuFwOGC1WuF0Ooc9vr29HSaTCZWVlXA6nTCbzXG/V3t7OwKBQNg2s9kMj8cTkTCTzWQywe12w2g0pvR9iIhI/5j7iFKHlUKiLGez2RAIBIZtAR1LYnG73TH3GQyGUZebiHS9DxERZQfmPqLkYqWQKMuZTCZYLBY0NDRE3d/S0gKr1Tqqsr1eL1wu11jCIyIiSjrmPqLkmpLpAIho7Gw2GyoqKqLuCwaDw77W6/XC5/PBYDCgo6MDNpsNZrMZXq9XayltaGiAyWQCADgcjogy1OTp9/tjHuPz+bBq1SoUFBQA2Dteo66uLuK4QCAAh8OBgoICGAwGdp8hIqKomPuIkkiIKGu53W7x+/0iImIwGMTpdIbt9/v90tHRISIiJpNJamtrI15vNpvDthkMBq1MEREAWhlDGQwGqa2tlb6+vrBtbrc77DiPxyMWiyXiva1Wa9i2jo4OMZlMYeX5/X4BIA6HI2oMREQ0sTD3ESUfu48SjRPqQPrBvF7vsAPra2pqUF9fH1FOtNbOWAwGQ9i4h+LiYqxbty7sGJvNBrvdHrbNarXC6/WipaVF21ZRUQG73R5Wnslk0lpqiYiIBmPuI0oOVgqJxgl1uu3Bs6UN1/3E5/MhFApFJM6ioiK0t7fH/b4lJSVhPw8dGK/GVFxcHPFai8WCVatWAdjbdSbWcRxsT0RE0TD3ESUHxxQSjRNmsxlmsxkOhwNOpxNerxcWiyXm8Wry83q9YQnUaDQm1Fo6EvV9YiU3NZGr/2USJCKieDH3ESUHK4VE44jaVcXpdCIUCg2bZNRuKRaLJe4uKmqL5nAJN9b7xIpH3T/4OCIiongx9xGNHbuPEo0jlZWVCIVCaGxsHLHV0WKxwGAwRF3jyev1xnxdojOiqe8TrUyv14uysjIAX4+fSKT7DhEREXMf0dixUkiUxdTWS5XBYIDVaoXT6YyrRXPFihURg+ADgUBYi6XZbNaSlc/nG3bwPrC3tXNoi+eKFSsi1pJyuVwoLi5GbW2tts3pdEZ03/F6vQgEAujt7R3xfIiIaPxj7iNKPnYfJcpCoVAIdrsdzc3NMBqNsFgs2uxr9fX1YS2TLS0t8Hg8CAQCaG5uhsFgQFVVFcxmM6xWK0wmE2w2G4qKigDsbQ0dvOCvmjxDoZDWzcXn82nddBoaGhAMBlFZWYmGhga0t7driVSNSX0fu92OgoICLXF6PJ6w87JYLHC73bDb7SgpKUEwGNRaUV0uF0KhUMQsc0RENDEw9xGljiIikukgiIiIiIjo/7drxzQAAAAMwvy7nowdtC5IgA/7KAAAQJgoBAAACBOFAAAAYaIQAAAgTBQCAACEiUIAAIAwUQgAABA2D4tZXwXdksYAAAAASUVORK5CYII=", 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", 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