数字图像位平面分解#
位平面分解是数字图像处理的一种基本方法,我们用 $f(x,y)$来表示一幅数字图像,其中图像的第 $k$ 个颜色通道数据可以用 $f_{k}(x,y)$ 表示。以 RGB 图像为例,RGB 图像有 R、G、B 三个颜色通道,每个颜色通道都是具有 256 级灰度级别的灰度图像,也就是用 8 bit 大小来存储灰度图像的一个像素值。RGB 图像的一个像素值会占用 24 bit 大小,因为 RGB 有 3 个颜色通道。
按照下面的公式对 RGB 的第 $k$ 个颜色通道进行位平面分解,一个颜色通道可以分解为 8 个位平面,每个位平面用二值图像来表示。
$$f_{k}^{n}{(x,y)} = f_{k}(x,y) {\&} 2^{n} \quad (n = 0, \ldots, 7) $$
用 python 来实现数字图像位平面分解#
使用 python 来做位平面分解需要安装 matplotlib、numpy、scikit-image 这三个库,可以使用 pip 命令来安装
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| pip install matplotlib numpy scikit-image
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安装好这三个库之后,导入需要用到的函数
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| import matplotlib.pyplot as plt
import numpy as np
from skimage import data
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编写一个函数用来做位平面分解,输入数据是一幅灰度图像
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| def bitplane(img:np.ndarray):
shape = img.shape
bits = np.unpackbits(img.reshape(-1, 1), axis=1)
plt.figure(figsize=(8,4))
for i in range(8):
bit_plane_i = bits[:,i].reshape(shape)
plt.subplot(2,4,i+1)
plt.imshow(bit_plane_i, cmap="gray")
plt.title('Bit Plane {}'.format(7-i))
plt.axis('off')
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拿 scikit-image 中的一幅 RGB 图像来做测试,选用 coffee 这张图
![png](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAW4AAAD8CAYAAABXe05zAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAAgAElEQVR4nOy8y69tWXbm9Rtjzrkee599zrmPuBEZkenMLNuy02m7yg2oBsIUCAMFDToUwkh0EBgJgZCggwT8A/RK1aJANGiVVALRBLplaFSBwYXLkh/lsp1pZ0Rk3Mc5Z++9HnPOMWjMdc69kZWBZIkQmfIZ0tXd++y1155rPsb8xje+McXdebRHe7RHe7QfH9P/vxvwaI/2aI/2aH82e3Tcj/Zoj/ZoP2b26Lgf7dEe7dF+zOzRcT/aoz3ao/2Y2aPjfrRHe7RH+zGzR8f9aI/2aI/2Y2ZfmuMWkX9JRH5HRH5fRP7TL+t3Hu3RHu3R/ryZfBk6bhEJwO8CvwJ8F/h7wK+6+2//f/5jj/Zoj/Zof87sy0Lc/yTw++7+B+6+An8L+Fe/pN96tEd7tEf7c2XxS7rvR8B33nn/XeAvf9HFKuJB5e0fBPjBQEBAkHdeb+a88+bt19sLgR+MKES2a37IF9+x+2/JD3nv+ENbnB/e3PtPvuBRPnfPd6999yLxz7+/fxR5928/0OBRoVdBcFQgRcWqY+YI7fFFQAVE3nakbq9jF3HAzFEEd8O9XW8IMQbcjFqMaoaKPlxz36YYFAFMFMMREaTdgFwM3MAdcRBtz52ro0GpZtTiOE4KDVe4KI5gVh+eX8VJUQlBcYGgAXfa722dpeK4OUbry1pte355+Gdmra3maNTWjf52nFVaH4gIINj9PVQwA3cH3+aEyNv73w+Lt35n+04barn/EPftGlEcx33rd3E0hG2M9OG+7uBWcbtvh3K/INwcr63vVNuPVmvt03ab1k9AMcPMCKrIthqc+9++b3ebLG7+doKpbn1x/6e3k/JhZW19cj/hHvrCHjp2m4hvr/dtjES3r7H1zf0aFrgfSNXYIOd2HxHABXN/p19ieyJ/t6ntOdowyNbm1reI4iqtDVFRjW2e5wy0ueoCqtqu9dr+INvaFQVVaq1g9rl1q6KtnfrQ6G3M21IQedsfIuGha77z6Wte3Zx+qJP6shz3D/uxz/kvEfk14NegTarri6E5FBQRbwtqW1ghBFS1OSNtAxUltAH3t50k6qgo5kbU2D4XwCuiEauORkE9oGq4O1GVst3CvU14b1/a/L5vC8bfTlggiFDNsO0exuev3Z7xB3rFwPXh8yBCdiNsDi6JPnwvCBjt2c0MkIc+AXAVtDomoA5P9oFf2iWupLBDCAopBa52gTqtvDmuHPoOJdPvO/YH5cXhwHldiQFq1xG7xOqOZyHpSq2Oz8ab24n3v/4BajNLhvnNHWbOftezrBUQzqXw5HIkBighsnokA/vdnjAkztORlzcr3enMOs9ECcTUJvpxFpbqxGGkE2e6XTAvkCIelXWpvLqbiDHRReXp4Pz8z73PkjP7965Z58KyCOLOWpzxItILLHdHzIx1rtTqzKeJmCJDFyBASD0qyvnmSHBYyFxeXuPurOuCakC0MHTKdASzwnCRqLmyFGeZKyJGcJAYiJ2SQmiOIa8IQheFft9jKizzinmPdkangZoLeSno4ZqVjtP5jN3dcUiF/WEHgzDsD4QQKeuC1YpVoGRil/DqFC+kYWCeC+fbM+O4I0ZBEOZ14njMHEbn6uKSqkIumVwcCZGYhOPRyaWwHxPDGKmrYBQ09Ji0TaIW5TgtdL0wpA7UkThSq1PKiXG8oNoC2dAYkNCBlwYGVDFfoSq+ZtaSSd2AaWqbXUhUqZQ5sxsDMUWsrOTVqDUj2iHuxACESN9VQjxAiIgKGiNrUYo5Na90GkhdQvqBdZ4pxSj5jIYeMAKlbeopErQjpASqhNBRO0Ho2O13hE4pq7Ceb9oe4cq8zoSYkNCT64yaIxrQrgMg7neUZdn8iVLnFQlO33doUBSBmAhR6Loe7ffU7LhXXMCsogJdEELX8S//R3/jCx3sl+W4vwt87Z33XwX+9N0L3P1vAn8TIAV18QweIfA5J6mqm4O+RxEg4kDF3JCN7XF31GNDKhpwr4gkzDPmoGbN8VfBKbhEhIY82obd7nXvtNnQz7uAvSEDI2jcEBbEd5ytu2+I7/69Peyg7Z7hAcWJKmb2gHACitHeY4aFwD3CewAv3G/ygpjgGG7Ktz/o+dkU6LyQl0wKCfNKzLCcC1Iro1T60dmPif2+5/Kyxxz2F5f0+0heK2/ezIgad8fC8z5yez6hMhD2ifObO26PM2OqPLncYatzeztTVEDhvasLMs4SOjwlygqh65jmwvHVa0SNcVmJGhkOO5apUC0xlYW7JXNeCs89INGoCqKBNUae7iNvvNCnyi5UDiP84s+8z91auHp2zXyTOZWMlMhZ4PKwY1kmfF4pecVd6LrIdC7sLweWKZMtM4aOZV6IUYkpkJfKfjeSy4KLUasxjAn1yM3tRBcDKQbqWjhNlSrOMESCh+a4kzDVQooRFSOOglggpm2DLyBVEF+RJWBSsWBoirxaMudSYZ55bxSG3Z6aM6MP1POZJWcciKlDVbFSWOtKGAaCK8c3NwTtuD6MuFcWK6x3hkjl+fXIuB84nRbWNbOWwth1aIDjnWFS2V0EonaUbKROKNZhOeMiSAh0g/Jk94RlvgUMJVFqhZrpUkdFsCK4guVCciGmhNeVWlZcHHLFzYn9DiNQreKSsFwREXZDh1qh5IybUmvBamKdZg67nmGIpBCptQE7TR3zWjmfzuTFGDulG/ZUClKNWFZEnCjNSQ9dxBHWpW1aKqGtp+IUNSqF3nu6roNcWecTeCGGQDXhPlAs6wqhYlUgCOpCWU8NoZ8hdR1dF6gIdD2x68jrDFYpEkkOMUTSbk8arpnOZ9ZlwktpaN0zceiJvkVSX2BfluP+e8BPi8g3gT8B/g3g3/yiizf82UJue4tUfxDlAqh7c1qiuDmi9xGTgG7hi1eQiFkBAioVMNwDptJcq3kLjQzANkdbN6d/j5x5aMdDW72F3m8DiHv03N5FhGx1owCa81ZaWF63DQjAt3AqbrtRdSdqQMQRV+75CfeG0s0qokrwgGvGCnz7/QNfG4V9WXEzolaSKB0ZVadUJ5kQQ+Cnfv49jueFy6sdZZ6Ypxkdd3QSuburbdevlZIraVkZvvoNdq+/x3KcCBb449czX3068HRwzneZKWeqdvS7wMVFT9E9FiPVKkEqu/3Ayzdnynni6hDoQkBCj3rh45cr1Zw364mlBOYl83S3R3eRYwWPBTMnuWFFWd35qQ9H3jskiglHC4xD4vuf3LGWSl2Nbkzs9x23N6/YAfNUSDGAO3laGFPH7elM3490fcBypU+RumZUAuMouEaiZIop426grJV1mRlTh9eMSmIt0HWQhg5bZzQoQQI5FzoB1ok0JoZhwF3JecWqA4oGBTPcjaKCVSErrKczo8EuQd93gJKGnlwFrxk8kHOmT8a0GMWVXZ/QOHBeCxI7+j7gxZjOhSpG7Jz9fkffXzDVzJwdUeXJ9Z6Sjek0o2GkT41Km8vC2HVggbpm3ARTI2kgSmCpC32XGh0jlRQFjyN1uiUQ0BDwarhCiI6XjKsTQo/hWHBiqIROsVrJtD6LyRlChFpABUFRDYRd5HxcuLq8oO+VWpy6GpqU4Mr5PDFno5rQJwgxUalEFK8zeYqYQ6/Q9QMmzrw6iKASUFFyWTGpVAkM0QnSg62UarhNWE14zLglrK6oGKYR22iWNc+oCCElggiuDV6pxkZvdYpK4PDsPeYpU88v8WIICVHQFFr0oo650nc7CEKpE3WePscm/KB9KY7b3YuI/AfA/wwE4L9193/wRdcLUL2iEnhLXr114A+OnMYF3lsIgXv+ydwQj5hUxFNz2hJxClYf6DZqbbQDargZ6oJqanSKxA3N39MSEWptUUAjQjHiFjpt9wGiRHAjIhR3JCiYYN7QhG08nbiDOuq6OWrBxIgScSq6cYMSAGuccIu7vYWg9xuBK//sh3u+fhkgG70ay7kwaqQGYwyAKpddJCXnw68/55zPpD6gfQfzifG9ZyxzZbgIrK+Nm1Nmd7Un/+ktHAb2F4H5LjIHOJ8z3/rqBUkqr+8W1hlEew5POtI44qFjLga1Ng6QzPc+e02YV4Yg2HlmiR1JhJc3E8cizHNmKRWrmZ/95lc4OkynAjaT8krc9Yg7y/HIL37tgjpniii76x3kxLxW8rywmnFIPXlZOZ0nXBQLgobI+TgTghIjHO9WUj9iKCFGokSW+Yx0sS06T9RlZrwK9K6c7m5R7RhTgBDIlnGvhOB0USllRSRgOaMKwUEVNHSIOLk0IGACmiJeK5YNDREJylpWJCTM4GKfGM2otSApMXQRHEIXmH2H1ELfKXe3C/2TA6FWTqeV6fUbxl2il8TxuOK5susi2jvjMFJcuT3N5Ox0nZJipGTnOC1cjBFDOS9rC+NjJK9G9sJ5XUkhYBrIy5nxsEcQzJyYEqpKCQmmE7EbcRxqRkMghkitK6odbk612pyYGTG09WSrIdHooxBcoFaSKihUhSVP9Ax88OyAiXB7Xii2EiWwiz1LDdzNGXFjGBX1ARHHy4qkHvOEBNh3qeVgxCkZhEKMA6UYa14a/98n4rgjLzMWZghh82FCqQXVHrOCOJTsSOcEVeayIFbQ2OMOSy2kEnAJxFHp+g7RhNWKW2G/27FSqetENkOXFeMWqU6X9li3EkKjXHKprPkWsy9W/H0pcsA/q8Wg/mTXN7QpLUQQ8Qfkq7qFRw/UhCD6lpIwHLF3KYtGL7x9NkckvE0yieEEFAjaqAp9SC695ajvOXLxtpn45twbbSMY9pBAbLy0PHDdb9uyZVU2fjuoYtvnKoJgqAiKYFtSwvweGbTEkIrAlkR5voOf3UW+NgaehYwizHMl4KzZ0CrsdsLFoDz/aM/+sOfTT+4IEphq5vLpgT4lqhcOFwPTJNtmUvjskze8+MYz+ho4H8989skbQh94cbVjqcLxbmEx6HeR3ZCIaWROO87zRC3OfoysS+b7b254cbigno/kUpASyF75zqsTabxEYqDenXAV+qEn9ZG8LNjqgBG3JNXhIvLVrzzh9jzTBYghsNSMlcSb45FnT3fgcHdeqMXQqgScGATXQF0WzIz9xUCpkEXZj4n5PKNJOVwdWl6kZI5vzuz2PcuyIA4pRnwYWkLJMh4DsUAtS9v3ux2lLKx3M3nN7IdISIG+V4o4UlvkFUVx05ZU6xJlLY1fj4nz+US/uyTPK6qBrldC18L4GHsYExJ7cl6px89QhLws5EnQxJZAc07TQnDhcNFxuBhxdZacOR0ry2pcHLrG1+aVmISu73FbcYuYG+ZGzgHUEATVQIyVXIyYOrp+xCwTQiSIUqmN/vB7QKIIFfMKGgkhUeYztq0x8QKxJwkU98blaqNSShaCrvRDYkXJZqSgHHYH3IXJKrWUDc8JRqLWluMp0ijRZJWkFdGEho5uTOyGHkLCKxQv1CWDOB6UvArztGBUxv1IGnfU84kUMjGMaN9hKK6N4y81UF3J64T2CZVAKQu4oqGDKKxlZr87kFKi6xJpN9AdnoFH6nzX8nQEVivk0xu6qysk7hCDMPZo6qkWOX78h2hI1GXir/3n/zW/9Qcf/1C+5EescvKennA+v6G8daomb99zn8G3lpVWp+3wvJsgbGlqe/fxPSBOc5Z+j+btIdnp2+S6R9T3Wf/mtMtGYbRd2d3QTRHj76gVWmL1HQduAtoy3/efPygrtqw+1lQQLRH7VpHgAoLRxcC3ngy8p8JARrxx8rVUSjaCGmqFITnDmHjy/AnnY2bJBVdlN+7pijCfJw7DwLIWSpm5TAk7r+xePGWko1PlfLew3w88uR6wCuelJbVSn7i8uiINF1hQlpIxM8aUKOvM7fmW3mD+7JY8ZaZj5fZUeHk3s1aBoCQUkjGMIxICeV5g1UYLFKNWR9V57/meXJ3Qj3hKzIvhNXKaVy4POzpVpsXYDx1daE47xUBZC1GFeS2k2CHmzEulT0qeF1yVGCK5ZDBjOS90Uch5xYuRYiDXiqCYVzxEwsW+ccqqhNBoOMVBK12MxCEShwRJkZgIMdAP/YY6G722zoXQBWLf49Xou5EA5OIMOyHELbviQq5nGjW8YCrEwyUgTMdMscJuGBgH5bRk5lMmBmHoFTNnXTJ5glqccdcTXFmXQnUn9R0eItUjGhqIWEpt/LS1hG3fdUhxkjZlj1tuc9IrVgstLg6ohm2tCblUrDTVz7wUcimUWlqkKgHxSi5bYhDBapuzeV1Z10IuzjpnEk4noY1LXhERYlKQhJtQcm4gSRs4Vk0NwFXHywKsDEkJsQE1o7S8UmhKJLEW3UsK9P1A0IzktUXTFWrJ5DXjtW6KqeYiNUDq+kZ7alPzSIjUsmDmdKHlFzQqaMCy4XVCQ/NBQQMeI4TYxDEiaAwQ+haFSUAIG8efycv8j8vR3rEvi+P+M5tI2Rwj4AGkvHVwbOiTLSQNEDYE3R4uoAFKLQiBarah6M2x3xP9orgIvoVvTa2huBVUAxruETINUdsmiQo8yIyQtroMR2qFqNT6lsK5jwyq3fPeDcW4bFKjdxUqIpgbbzeq7R61cffqDVmIOD/7/hP+4r4wrDOHMTIEZTFYz7l9B2fXKRIzH/30+1iFP/i9j3n+za+yyyshKst0wnd7Dhr55PXMi2c9mp0bN4brHT/5E3+Bf/Q7v0XOBlYIMTLdZm6PmdAn+oueq8MFFhPZ4XauTOuZp/uR27uZ9faMrROnUyFejZzPRhVnv08QL8CUnZ653o3clA84vz5S8oLPbazHcWCdFr71rWcEUW6XlRR7UlSWY6bkzDpXrp9c437i1auCUllmY0iJGo2YWkT0+s0th/0OzKiuPH/a8+p2Yn/1hG5IyFrxdWI5ZbqonFbY7RXZCfNs1KyInCAlun1Ap1NDelsEVjPkZWKIHWkQ0mGPa4c4xGDk6USZViQlUjeynk/srwbclLyueIV5Wold5XDoqGubaxImVoO+63nz8SdM5sQ+cfXkKcvsWIo83/Us2pHXyjK95uk+8OS6x8S5vZtYSlNkHC4GXI3bySgaCF1owMEK3Thga8Zd25qpzr5XAiu2ZEJMEFKjbEJL5Fk1upSQoOS6EHTAqrHUpUnYQmKa5vYclkAzUoVq9UEdFqWj1AI45hUzmKtwepO52CniHbUYJzuTxp6QEucV6roidPSdYg4uSi+Nb6/rGRNBg3CIAXVYlqlFAlEaFRkCuQhrdTQ4Y1I6jeRiWJnBhKk4SiEY9INRslOqkKuh2tH1DWFXyQQdqBWsVrRm6PvWT6JI6HE1luNK379GYke8uMBlQMtKns64CTEmQn/BWs94nai14CKs87ltAPLFuPpHwnGLgEvjcButIO98Jg+azkDjf8Ud87JJ/5rTNCvv0BxN8RE2PfOmMwQDl3snKVsypAIJqPg7Uj2DxjdLU3noJi/ESpvs2rhrNXl4Bsya/EmcIE0q1DaHhqK5V8cEb1HCvcaT1r7GnW8o3Jv2+cOrnn/mxY7eK5zOeKnsrpUpO9Gg0BIwIQpXXxl5/uwjluPK65sTfeq4fXmHxh2ihfefXbFMCy/PJy53B777Ry958eELDlJZ5jO/93/9JqfTmU5hmSJ3Vlqyadfx7OkVIUaONXI8rtRa6LvIk92OTz79mHq38ku//Et89snHnF++5OPvTVRTvvLV97ipcJ6PXEeIwzWTBKabV8i0ILZyuLggROUwOFff+ArnagiZPl2ylgVKZDmvdAKHMfLq008JY895yQwaGJKzLoVhn5jnlZKN/W6H4/RjpA+Ru8nodx3T6UiyHi9KFGfsAut55XAZQYS8tqRu9krvQoqCLTNYYVmMNIxUq0zLjHiEoSeMAzV1LeFcMr5kymJbkgrEK5dXI+uaKXOhVOd0XIlDJIWMzYW+21GtYFYJRG5fHxEPlHxkPnYEnCHCVYxMpQCZ1CkfvX/FEIVpNs5TwRA0wri/ZK4Fy0BIrMXQyZC8shsaL1urYVYIQbgYI1LWbWcS8jyhaU/oA1ZqW0+xo8qmZSeSzyfMMykO5JxZJqPYwhAb56wIJVecQhr6hjqtILS1kZJQilFL5bBXogTKOqOxY+hHYhg4rxVfCl0fSKotOnCl6wbUjbyeWn7MnV0/AE6eZqoYqe8RiyCFbEqVTYqXmg7bS0FCIlthzSvuKxoHCs5yKoRkEGJD7rXRSSkq6xypfiSmgX4cWjTgKyEkMMfy3EBgdJZFGVKLbqpXNGQunn+IWaXkTMm3VDesZmw+kWJPFQNC0/1/gf1IOO5NBk9zuC3p9y7f3PTrsikuaA5z02tXd5RAk9pVMCdowMImlt/QtPvGhTstxjJp1xO2GDFQ3R5+00tFY3rQ2Ne6brRLBFpiE2/iP6XiNbRwc3O890oel6Zg2ST/IEL0JgcTwBWkGKLyUAAhquSa+Stf/4CvxxNf6Y11Ne5K5cXlyDQvBK8suakbkMK3/+LXuH1zZLmbefnqTMnO7tmBIMbl5YHTp99jxkmdYrfw/rd+kvHVG+ZPPubVObPizMvKYUisi7Kqo11P7Jzry5EKnL3n5fGMijEmpcwT3799zbOrSywtrDc3xFp4+brQ73ZkEp/eZl7fvkY9cGOKxDsOsRDWlYv9yGJKivDe856uHzkW6MYOped8e6Z6YFruuL7acXr1msWV6/ee8ObNHfthYJ0XdBiwYtzcZV5c7riRFfeIe8ebm4xeP0VTYpqtodTTwn43MOSZWzvy7PKadS0IbfMfdiN2PkMaMYF8Wkl9R+ygrEuTtSGEix7tLjAxvGSwlfW8YjkT00h1I6nQRWU9HXGE403GQub6agRXaq7ELjKd7+i7xDh03B5ngmqTV55hnk48G5XuMlEYyPORfVoZ95EwdLw5F968XtgNkcPliCZhXiIhOH2XuJsLQWpT2KzCTKXrhXWppKhEUep0IoSBWmBeJ/ouopJxgyCNS1/LmTDsEWBdTqg7qe/JpVJjQupMMG01DnVmWiv90BFiU96oCNkEPFLqSs2KAs8uBqo4tRgxdhAStRZOpxPBM/1u37T1uVGN6hmfX1EMEpHD1R48UJ1WbFYzoUvUvLCWypojhETct7xSXSpIhtrEAR4FHXqsKuaKW2Ke74i5oxshjSMQyOaUOVPWiRgiQmibc6T5hZjw0OEiVCIsd+h4QamwnI7E3QHiji711Ork85F5OlKXIyHETdM9k/qBID3/b/nHHw3H/TnZX/zHCli0sRUPaIC2IWHeOEgjb4U7zSG6WNNBWqs+Y8v4mzVuyr1wX+3WPnTY/ia6If8QW7uQxs244AZG3SRduskQK4aim8xQbIsYNipG2H6TVrUGFccQAnhtiD1sGm5vznufEv/iT19xUc6kdWb1Cq483Udub45cXwRCUIYOLq8HLp/smY8ZXwMv7yZ03/Pi6Q5RJeaFl9/9Ll/95lf4/h//Kbz4kF/85V/g0z/6A1JQXp8LySH1kX0KvD5VpIscdgMX+wETWNwx3fHq9g3BBKrw5vZIr5lv/Ow3OH/6GWEY+OPvvGJdV+ZFWJaFtZw5r5BdONmKdonn44LWFobekRl74fqq45gzu/5AjDCdzw9UlVlmP3Qc7848ebrHTfn+q4nTucff+yl+5p/7ZT78uZ9j//QDrj+4IvSp0WGVB2oMLzQw8Fbz/6BekkYzSUgIrcK0lsjtd7/DJ7/z9/mT3/i7nN78fcblY4ao9LsR10iVQuj2SNdghy1H1rsJdSOOe1yFmCJqBcsZUZgm4/IyEVJPWXOTh4aEm3Gx68kGeRUunz/l5vWZ4/nEYUg82ye0GtNNRofAYSeMsceKcVwL010hJGcYe+alIb7d/gJqx3lZ6STR7QIlF/COlFqxx37oMKvUulARjkvBcqXr+lZdWQtJI1ZbUUnoBvJ5xryQVBoluK5o6knmsFXpLuepofKu0ZJeAx6cvBacyLSujTYZlT50rLkQKMShw3ByXrdNRejGXcvhWIU6oyFh5izZ6RNcXUYqoanF8n3RTmQ1MEsUr2gwYnAiAaPJgLFWtJNtRaIi3YjagJfCsk6YBGqZ27qv3jjaKFgBxEnDAASqZeos9H3fwl8WwnCgWKWxoIpjmLRxDkkh9Cy3H1PnBSlzi6zWsuncR2LfY1PBSv5Cl/kjoSpJUf3ZxfDw/h71hhAI4ijNdzZUHnDZKsiA4vaO02+JviBKiropUgCvVAORQPXSMpXuDbFboxngngtvWu53teQALi1EE2vKkUbqlIf2BmkyohSaXjvIu1FDJYi+o0u/5+7fctsihrjxrQ+u+EuHSFfO9GbsQ+U4GTYraXSuxkASqBjvXY1Ms3PxbOCzuwxSuXhyQYqJqJXp5WuGJ0/Zxco6PGXXGXacmfPM8bMTczYOu46+S8znhbtSSWlguBzZdwN3lshSmHJGRRmA7312x4Cz6wMhBp6+2LOcJqYlcvvylmUtnCcjr4W7DDIKMfbUPJNX4zIl1rzy5HrkxXsD435gngrsevapo+SMLSvTmokReo3cHJX00T/BL/zr/xofff0bxH2gxgOoNDnWcmqiHRwLCdnyBvDAkLXX0jbXlsdoNFmTmCbcC24LglGzk9IAMWK+ttqCYASP2PGO3/47v84nv/6/MPCnjJ1S1xmbF8QrS20FH/0YkTyjKCGmNlOqUEthnRZiFNZspM5JsTlyotIPwhpHcgYpC2FdmOemmtkPA/snHSlG3rzOTOfCvNxx/d41ISaOs7HfdQz7nlLhPK0kcap1VCtol1hLIZSFcUiQW7lAqZlpbQnhaBHTyth3mAiWF+qWe4mpJ24JVMsFt5UQIh4SokpdF85nwXxml3pKnenGHSEoElsC7nyegcr+cCAEZZ4Lok4XlLVUlqWN2H4UUuqYayt6Q1qxiwg4idQZF7uAxAE8UNZMzi2JanScS8Glrbe+Hwixx6UiIVBqbUn9DGYLHgMSEx56bK1YWYiWyU6bT7JVb3dDqwqNgV4DGhPVKtWMGEBTR0xK31/i6lgpxL6j23pnjdwAACAASURBVF8RYwI1ghTMB+bTa2Rd0W5sOTmgLk3t5N7x6ju/w7/z1/8n/sEffvJD+ZIfDcT9A/bWwbUH4t4J0rjslnkHHuoJN0ePYAHuT0cws4dF6l4Bbc5ZKq6hofR7JYkI4hWRt5Wa7aflAaE3vXnjz8034L+db+Abj13MNyljo0nUfePZeeDMH87IuH9NUwv+0kfPea61FXGYE2hyrpoFk8KHux7pndOt88EHO96cVrqu45PXC1MtPH3vmk4DQwrkuyMy7jn0iU+PRz66yNS7wrys3L48cTetDENHDMo6V6biBB2I3cBFHzmtziyZApSceXJxwZvXt6BGH4zztPLBB5eIrdy9ycynI5VGHwUB6xRX5b3LkTmvFCBlYVkmnj+95uoycDj0LNkJY6TXnrKuBA/cnc4UFwJXvL74Fv/8f/bvsv/qh2hqGdvKBSIdUifcz80Zb2dzyKb2aSkFxd4RTlXXbeGzJYoj4rnJ5V0x7QAh9FuRlbXQTgM47SwU31/w7b/6K3z7X/grfO///l3+z7/93xFvvsMhnggx4XUihh1WZ1QDZgUrTjfsKVIpS9nQp1Hc6GJPzZkwQAiRacmUpRW7iBhLNcwVCYF+3zP0A6dj5nScmc4ru3FAQ2RZQbtIvwsIyloWlIpYox1a5NlKq/t+RL1iakhxskkrjtEBJBNwJAhqIBpRgbxWtDdCjJRaqKVuUay16DfDUiO5ntnv96g7ZlCK476SuiaL1JiIISFmjeMtsN/vQJ28bhFwUqRLrNlbfUVKTQqYCxKg75UxKeYRKa2KVUOkx8ghss4LogNIQeW+4G3FUaq3YxsC3mSatIAspMBaty3KStPfa6RUqFpI7qiWdqSBDlQWAkpQQ2LE1wxdaIKD2mgpiZWUEqGPeE34+YalZmI3N1VOSOBOEG3Fg0lBAtPNa0S3gq0vsB8RxB382UX/8P5e7oO080mShjYAro3Ix6lmW5i7JQedpgyRpovuYguLHpQjDzK8digS0miJh+ffKhnfFv28Daubo60P7XNacY01nR4pSKM+aGelqLbBuE+MyjtU0LtI/oEKd+cvvxh5ZsZI5sOrgSE6L1+fqdV5vu9RCldjR+478t3Es594xnycmIuxPyTSMBBCoU87bl69ISUlZKhjx4U4qxWON9a4xQLDoWMIgfPkjf8X5/LJyDBEJhm4mYTb6UjUyEUqfPpq5vlg7DRwwrm6viTUlTd3M28+W9viDg3VzlNllRZ1zKvhpTLEyNV15L1nF2i/QywzrYb2kX2v1CkzTZmb7if5p//tX+PpT3yN/vIAhCavar3X+rip37eDfxJoh9AhXWy0kygPtVzv2L30eBvEhzzEgySZd8q/DMgGpSJlwuzUGDUK5radfQF4K8TROPDxb/0ev/0//Dd03/8/OFwrOWfKeWbod2QB8YLlQs6G1UBMhqqSQiKLMy+Z87ny9EmiwzidCvMELpnr6x2X+8iU4ZOPbxBXdgelH/bczU7cdxwGZV3bUQjEhK0ry0JbC2ZI16SMUmdCGMmzczofCR2M3cA5z/Qx0oVWVi8pIdU5L07XFbp+IOe5yeYsUGveIkmhWME8cDgEvMK6FnyrghRKO+SqS/T9SFlW7k4NsV8/OZCunrDkwnp3YrfriUNqUVjOW+1EOzYgIOz6wLDfUzZll2pLWqooHgPTujnd2FFzoeZW8SihZ7XIeT6DVWJIxBSoQpMndKkdZbGh3+JG9si8rsRQidrT9zskCiE2WXAXQ1N+pK4V81Rn2HekbtfOMErOcPmUNFxwfnNHWc4UL0RNjIcO6LBlO8QqCULk5pNPWOc3XL14zl/7L/4Wv/k7f/RDEfePnOPWrQT8frMJqg8l42a1nThn9R1U3qSBhhFEaKyHEEU3RmTbcWlc5r3W+q1DbrpthS05qe18lLqdRCdvKzmbLlsb76WlaS+lJTjFvS0Kr6DaNL7iRElbufrmtB8kga1Vl13gV775hOtlIq4zXp1xP2DzxHgx0FshJaFm43A9sNjKR3/ha7z87CVhMqaauX7/Ca7SdKxVsdk5TYX9VaDLkbvjmZvjRDe08PWDFy+YsnOeZspa6K/2XI4RiR059LyczqxTZezgvBQ+++yWD6Qtzg8+vGZeaisycefjj2dWlOv9SKmt6m5/6MhTxeqKWcvKX14H9vsRiZGpCgnlagzcnWbm+oRv/eq/x8/98j/VHLTGpv291+O74VslnmhC+mdI3wqn7oenAsGAklvFqhWknBrH6AvimwYfA/G20WpqSaWQcE1ICKCxzRGVB8f+g+Yr+HxEyhmTBSEBGdELZH+NTydu/+i3+eO/+79x87/+bYLfNEWUGLkYIWir+g0QA9zdLsxzmxdPrhWXyOluxiWy3yt91/jkN68yb24mdp1ysY8UAsdVePJiT9cnptuJgCL9QLHMslRYCxoTw66Ng2tArJ2h4ypYdXIubf52kT5tOvXs7R5Tc86xi5hNTc5ohXly+qRMU6bWwtVV3xyZRtZSqNnphrhFqYYSuBgTZ1fO54yYkaKw2w/Q75GkBCsUj21NmiDVWOdbwsYpdxrpem2Jv3stdxrAC+ZCKZXqFTRh4tTZkNAkt9md09qigEHbeg4h4ONFmwd5IYR2LIAkoXjHeZkBYexTQ8chYtWo5UjUgdR1IMJ4scO053R3h/jKxe5A7JU07AnDSJ4LbjPa7duhcRSCb6daVsNFqTWzLHeU45mLqwO7Z8/4q//h3+A3f/e7P7qOu4vBn1+OD05WNRA3lVx4wNQ0WY5vxTROO1VPmrROVVFp6Fr1Hk69ddD3ipF3tdTtrNIWnlltEiWUB/oEbaiuWEtC4qHharGmVJG3iLwhfgVpR502Dfl99WfAtwpJcX2oOvtLzwe+tRNe9JXprjDnQtcJHfCV655xVObZQAOXfUc8JLrDQK6ZfDqzf3rN+TajXctQP336nH/0D7/L9bPnJMkMQ+LVqyPnY8HNeH414KEwnQInWxn3FxwuOmIaOGZnjR2n6Y46QwyJl69viNWppzuunx744MNrPv3+SvFMnmbe3K7I0NFLYFkKsVcOfSsNbsnYDt05+2FHTcJ+6DifVsYucXdyfuFX/xM+/PZPMzx5iuiw5Z5lQ9cBJYPtYPcEOn3rSCv4cgv5BPmMsSC2nfq5nQXSwHk7PradMhZw1lZ8pW/zGS3F0HIn7fhU2SK57bV2eH8Bw1M0xs+h+AfQXsHPBVs/AVY0CDC2MB8jH1/z63/9v2R8+b8TQodTCKkltG5vj0y3M9fPDwQCb27ucBFCSLz3/IC4MZ1XPv74jqUYH7zfYTXx6uWEaeajrz4npOa0kIGSMxQni+FEpDZ1FAgxZUR7pqWQ+p5+GFmXBRGj7xLFKiF0BCutJN9b/YGXTVHlwjJlnIpX43haMJwXT/YUKy2PRCWGjhATa10Yxh0xtvFc1gwE4tBv1FPFS6Uf93S7kWJGzq2U3Q3KckYI7EelSz144lzOuDm7sSd2Eapzro5KJKpj2+Ft05qhVsSFtepW29EqatkUYiF1WDeAVUJsai6vgvbg2pOt0RVdatrxVq8hLKXAOhG0R6PT9wPjxSWWOs5LxW9eMu4i49P3OU+Z82d/yv5ix9XTJxA7tOubDPE8oXVhLpWSJ0RgTMpuf4nHxL/yH/9X/ObvfudH33HfW5B2VGqbLPfnC4ftvN2GhO2ecqAh6Shvz+XV7XAm39C33jtwNrkeICFQa2n8kjedh2znHm+ruYWcLg/qkXbvLSzjHsnfn83dzh6pW1K1VUVuaFzYOHQFKfz05Y6fO3RcycQ3v/qUP/nD79MPieku04XK158MTas9Zbpu5PZ2pZoQhsrT918AM5ILF1eX5POJVZoS/XZyLsemwFlm43hcycWJSbkaArcnMHXiEHF1rp5cYzJyV+G4zLg3mdvdmxPTPFNPMylUfvEXv8F8mvmT1wulwMs3dxQdGIbIVefcvDw11Arsg3O5U06rcv3+gdQlYhSWamAV0Q/4hX/r3+ejn/8ZjK6VlGvcxrmRICI7LAzoft8mRFnx80vIZ7BMbdmxVslnBpTW16ZQW3j9EGdtun53xaXJRRF9kGw6bOG8bnzbFpFJQCS2/xXQtFFtsSmPxmts9wQJ8fPA3KBOE7LctHHa0thGJAbnN/77/5HPfuPvcLn8PssyUfPKk8OeijHPxmmZud71XF70mDvf+ZMbXt8tqApf//Ca1Qrff7VyfdGzGxuKDskZL59T88Lp1M7m0VAJKbYUbI3EznArFHe6cQ9mbWONsu1tbbPzJUNI9GNq9RJrpZTSqL28cDotmEurchyUPrRNZi6VnDMhQNd1BE30PYy7HVWc892MauTickcVmEpErVUwCo0CjalDzcCMsiV2o7aiqiIRK0173XdKjInCylSbAialgRiFvK5N0eXCaV5b8YzA2PWs69Jw2n2lM4L0CSMS/h/m3izWsj2/7/r8/sMa9nTGGm/d7tvtHuKQdJyOsRM7MXGInARHJgFhHoCECMUPIQoOEXIGOzOK4QWEFJEQRUg8AOEFyAMKREEREKQAEYkdwG23fd3DvbeGU2fYw5r+Ew+/tU9VG3cnYCP1fqmqU1W7Tu211v//+39HA+KrOa2wUC8XmLrGL9bESSMdSFnz6kUjeLt9R44jJ0vHydmK5cW79KZi9/wFViJVU7Pf7si7a84ePsA1J+Q0UrcLXNNw2B2YdnfY2tAuWtrlEoqeEsRUfP+/+Ze+7sT9TUNOijJ88wOkXytH6OKthReZMz0KlJQRa5QZp8xkyvxEHmGSLCQzE4S4+ceEZM3+zvnNRSzEmTIvKoNSAAZQ8qNk1ZIbyUpMipCKOiTTPJlba2aSUwCNV1WdeUJK4p/71IbHthCHHiyk2x3EABM8PjHENHL+5IQXVwdOVwuub3uMF9bLllfbO4bdlpILdS3sbvY0S0v/+gDrJes6Mw2ZNGViDBRrOKkzfZ/44GVksW6oW1iuG2zd0KeKriQO+wPihY0VXm0HYj+wiJnP/9P/JDdXX+H5dce4PbDvAkFa3OYUmzMboycFQTmITVuTyExOuDxpwVuqUuh62HaW3/pH/jwXn/oU4uv7/A7d1YrCDbZGmlMoEyYdKDdXSOxIJVFyUPdqKUiKlKxWe51UCiVmUppgXsxLNhRGlegbnZhELJKLaujFzfeXBvOLqGTNzCFi2OPx2M74aYVkp6c5C2XcI7uXc5FDhdQLWD1R0++yRRat3sd9IR++jDFKhv3a3/XPUn7wXyH2e/7mn/kxngx/j3HIpBIQW/HgcsPCWrbbAy+uel7tJ1rveHJZ0fUj2z7x4HIB4rjtJyyJx6cPiONAilCmCWxFVdUQJ2xV46tCHwwiFXWjxKDF4iWR8Jjak8fAOI1gDbU36mMQEGuQVMhhomTF4UNKnJ+eUFVCnIJCiKLZ2P0UGKaJyxPBmJrDbiDNMRJtXdQIhGHp9TQzxkQIE7ZyOBJx6skxYaWZiVZPHw+QNY+lcg5r1Oo/ZRAb8e0KpOLQDSAjlIp9zIDDWqHySeFV45imiCmqJ0IcZoKUA85ZJCedvr0SuQ7RhbQ4pAxUjcfYhgycP3nM+Pw10+6ObQqYfUHqW6yvWZ+uSClxuL1hurlidbLAeE+zWDGVJZC42+84vLqm293y7MkJVVaivFktyPaSMNzxdbE6vmkW7iNEopibkbc1t3mehOe867f+L4p/vjkxHJUnqiC5/yqUPMMYc0NIKQpXzMFNpTBLyDQv21pDyvMEKEnZ6BSxc5hEeevfv1eIzLh2KSiOCBTSDKMUDIXvfPeMxy4wjZGJiafVkmEY8dZwsgDnCp/4+Cf46lde0VTw+nqHr1qahUdy5HyzYH+34+R0RdeNXFxU7F51iDdUQMER+o40fz+bRc3UjdztNCOjmpULpycbbhJMIdINE83CsbYVr+96TFR3nbGe/cuP6LsDJycn/Pyra9qLS0yuaTcV09VLpv2oYfISWC2W+Mqqg/PshJgilRimbAmXv5Lv+d2/k/NPf0IXuSLzZ6ugSBbFrk19BtMWxiuVaeWiXENOCBHiqMH+Kc9xpyMlRMYQkFzAJEoIxHTkIgy5BGKJ+msxmhkjupkWCtl4vAjZjBixx3A4rE+a7GY1NEkEbEpkMxu+TKEQiLlBTMaWCaYOWT1C2pUSZEBpBOs/Rtw9xxbN3iDs8FXF7/iTf4K/9Wf/FPXh79OuF7ja03phHA7cHeAwZS43NcuFpRTL3TBwummpxHHdjYRkuFi2jN2BjKgb1BiMiwiOYgsiiXFQ04urC1IyOYwaeDQl3MqRxp4wTBRUulkkYosnk4kxkqZITIFx0Az8uq5wRMoML4axR1yFwVNKoKlrrPWMIZNCwpJ1Gg4Z0oj1lea6GEOJmqbpsaRhJIxBm5uqCWfXjHMevRPBicUaS4yJEIvGxhqNvkglAEGfgZgJUagcWAIlFYytGYaJVGTmr6wqOXKmGK/T/9wSZcVgilFSNScSSYnLEjU130QkT6wWDaYEwuGWKUeGsacu4L1AThAiOY+YslFVj3XYkpmGkRIS3eGapkQsCUukxJHq/LOUUhH7a+Trr9vfLAv3vTYEY2cisBzzRmQ+RuuHfQ/tFAE7wxClzIy/zs0a/nRMFhQySmzqoq5hUbnMWOgsCUT0QRajXy8wuxkFg5kt6wB5DqayasahIHNKWjl+0jnPWKhuGoXED37mEc+qQOgiFxuPTBp49OhyTR4Hzt65ZHd7x83NLd4CU+H0wRmtE2ThMdHw8vk1TVUzxYz3wu02sjlfUaaJ7XZEFg37IXB+UmMLbPcd+13GLhwX5wsun14iZeIGx13f00+Jh0tHv488728YtgdinPgNv+lX84X/5WcJkmmblpvrgdRuGErBhS3VbaHKgZsxkJ3n8mLD4mRBs16pXtcIbhi53tX8tj/+52kvH4JxiNUFBJlPWGK0QcQ4ZNySx2tynNDWgUxJEQkTKQ6UOBHjAcmFGAZyLKQ0kUIkk3WRL6LQVskzEWkoaFgQRXkGsRbVDoa5MSkTZJohk8LEgBjBTu4eUisiOGswttHJMC/BRBCPkZ2SS8aDGyB0mK1BbEup1rB+oM68syeQIG2vMKVT67ev+S1/7i9QDj1/99/547T+OVPueXk18WoXePqgomoqSrbsguXZxzeUKXD7+kDbNJy6RB4HdsHgWk8lhrpRi5ekDlfV9H1kihlrhWlItAt1Cic0/72/2zKVRCiF9WKNc2rVt8Ux5sDdPjCNgTImUsmcrhZYo1rYGBNRKoyp2R06jDE8OFtRWaHvR4w3bFYtpcAwBVLK1I3He894GCjFYKoKayz7bmTqblhWHmcFS03IgSwGbxtsDtiSCcaxnzK+dvhmRRg6JEYtQrGOQ6duSe88lQOhJonQp8I+jgp3NC1GnOZxx4BxBYyjMZWeMpwlY5iGCZ8F4xuMEfWUWKhMQ78/YLNlVVkmcwlpIHQTLkGZMiH0EAZW63M1+OB1oJSK26srdjcfUg87Lh88QJwnGcfm8hK/eUK3n2Zi/husmN8sGPfDEzXgWI6B5KromPPHkFzupTvlF0zZzIYXc9RgHxHOIzFJwQua6pdnOeA8E2cBWwSxRYmr49FdRKcTFNcukmeN8Bt9t/4456KIQirHWFcVO0QeNY7f+rDlvC60uRBjJANn7YLHDxVTa08qXlztYcy4usGWyOLU03WJs8sNL1/tScPEMGbefe+C7cs7WBhWjUeysDuM7A5C0wqLyjDsM1GEkCJBMu+99xi/WBAjDKHw8m6LtcLZwnH1auT25pr+bs/nv+vz1Gnk+tUV0xCI1jGKoVsuGEbLoruhToahHyjJIA1UVU2zbtmcrHBNhRjhsI187Lf/Pj79G78T8e0cPyqISRQcRTyGSAkjSKQkTY3LaYKUKWlPjiMpJJj2TONImAIxjECECCEnSEouJpJOSMXNBOcMh4mbr9Px9DaBqe/vLcWyudfTz7+hx/45+Q7m05o1CG5OmfOqDnj0azl78km6r/wUJl1jpcwblAXXqhTUgvErOHmXYuVebph3CRM+uPcNUBSz/+s/+mO4V/87F6cVpUT6IeGcYb2p2O8DKWc2m4ZxFwgpMI4Z6xZUSx0lShKqVu/hGDR7PEwBrMNZ0UjZqsUax9TtmUrCNwt82+BMwc0O4SFExBrGLhD2e6oq44xnGicNXppGFQj4ilRgtShUtWFKNd1+oq0ti6UhUFGyIaeR1aIG7+i7RIxaNlJ5jQJOUlh4izOFktDICt/QLlaYkumHiRQTwVps3SDOMcRM3O9U31+EIVakcKDxDql0gzamITjDfhwJ+z2JQrVY3ztz0xQRSbSLBlM1kAu19ZhKdfvOZNrVGosDySo5dTXZevbDRBp70jDA2GONpXJW261ETUrM1XLr0xNCcAzjgevnX2JjMlXTcHb5CLdZY+oFdVvjNo847K9xruV3/IF/l3/whS9/c5OTD08alYAVxZrffphm6ojprUaIYyY2IrgZh34TMHVUlLyJZtWp2qh++62FG9RpWYwy0F/7svfvl4lIkdk2rzna8GYBEGMwJVHm1MJHNfymiwWNZC6rzKLSY9I49Ty4aFnVFdM4aARoyYylsDAG0y5ACquLlv5uYnsXeH59w3pxxnvfesH7P/0B69qyXjVMY2aKkWkcOT3dMHQDh6Bh9ck5Nuua84uWXjx9NNweemIWlh7qbHm13TNd73jv13yas3ri5c9fcfW6Q1whZU98dIkATdauSMmFsY8a7rRsEOt49plnDF2HMY6hT2zNQ37gR3+E6t3vIG+fq5pmDsw6FtCmNGHyqLhjnnQ3jiMl7kjTRJwOpNATh0AIo1aQBSGVUWGgmVXMs2FKKQ2LNhm9OYXJsdi2KBRDToitOOayH+N4NQfdz9d6fh8zS0HlKAv0KiM8kuBisc5plrkscD7jqxbTnFDEYOd7U6wFW2nxr62Rk/fA23tFSt72mHhHloAphlIGDi8+4n/4M3+YhduyPFlSWbi97klh5PTRCRIT3W4gJMWWfZ0RqZAyR5nmgPVerfcpa8VY01JMwq5OcH7B4eY1pWQWq5YsFmtrDVAbJjAa5l9yJE2BqtJ7KkwDwyHen4a7XjmHx5cLqtqwHzKvdwPLuqIyOvkbt8BVUDcNsQv0ZaKtVxgppBgoJVC7ikVjsVXDPgYkgRFHVWWsX7EdRrruDmOWNG0FzjDNXWIxZGLUDM6ULRZ1v1pjMHUNxtPFgMm68Ea0Vk37MieM1Uo4X1Vqg4+RIWasmVgudIMzVYMzniw9bdVimwa3uSRhGYY9w+trpu0dVVOpY9q5OczOMU099Du8NzTrC4Y0IdcvWJ8sqJdn2MUC254glZLepvaIaTFEfvu//u9986tKHp40yvii+sy3nYXHBTy/7WhEF3Rrjp2O6EJ9zBqZ/5w2cCjgYc3cdTdP1MeHx84wiGLSitOp602x8qPsD5g15U5/zzDv6kY1pbP879ede75tbTlx4GKmbj0p9lTW8ehihalg2CWuu4G6qpgEVk4wOVKcMtSHfiJNEy9vR779N34OSuanf+5LmNFgp0jbwK6baFvP6cpzczdxe8i0qwWLtWFzssJi6WzFq+3AuO9o25p1I1xtR7ZXN7gp8MlPPyJ2E30feP36wObylLQ5YxJDGQ+UAu20xRfPeFD9bXYWVp5f8U+8R7cfyVPg+bbm+/7ov41bL5HFGWZOnpNZjQFo/VNJ5DSS4wgxktKIyRNxGgjDltDvCP1IiokpqK49paxZ6/Mmat6+ZeVYSKHuSZlTHLVNad60TYZ5Gtc4gzy7KzUVUubTElZx8bfLNJA5eybPhRvG30/pxsh8ekjaPzhnK1eVwTcnZPsMTIeXnmw9xluM1BQDZvEIVufzjQvcvqKg/YxmJvv+wV/9Dxi/8N+wHwKSYb2syYy6wHSZ4grLzQlh6NUUFjI5FqR11IuaEkZK0vvY1w2lcbTrDcNhRz8m2lYTCSujZGSMAetrSJlhBGcmqqamJMX/U0qM3UARoesGDofM0/MaY4UugxShblpKCIwx4JxnebKiGMO42zGGiaZeY40Q84gVy8KrxjylxJiLFhNg1ZCShf0UIIFbeqzUDOMBJ1oInKk5dB3TNGCoZjFBxEmZnYc1sUCSgjUe5x2pJKzT0pbDKDgTqFdLjG3ohpE4BsbhgPOOlffq+Kxq7ag0FlMCfrmkWq2oFhuKFLZXN5SpRwCT9CSBNbi6Zbfd8/LnvsiqKjx99xnVckl3c0W1XlKtH6pEsQjGe2wtuPoEipDzwO/8w3+Jn/iZb/aF+7S9dznCGwPO8ZV11FXyT1TJ4dDpx849kRjFm98s5Pm+Q1JfmoNQiiiGelSqzNO3Lg5zeBSJwrHG6M3kbsSqQmDmH6xJSvwY4bSKfM+DBe+4xLo2NNboTTxkHj3e0O87gtPS0lXryBnCEcOfOp587IJuNzL0ia++vOMzn33Exz71Cb781Q/Zbwd8Vh0ufcfmomFdV/R94nY7cdtFbG159uQcJDKKh3rN1d2eaRhZLVuGw47tITLeHVj4iU9/yzOef/ma7SHhrOXiyTm7ktkfEnnsSSngrXCxbhj2gWXtuOsiv+o3fJocA/ubHjGJw8mv5Tf/0B9AlmeYUrQ55KiDRpA0KrGcBkpOSO4pQ8A9+gQcPmD/wU9x2G6JUyaMvXYellnoWdKciz4rF0R7/MoMYRSgGDNr+e39RJzf2vRzzhjxev2cRdtaBGMqQFtbmFVFgr3Xceu/MauOCoqfHxVNM/QGdm5oEooxGKOQhHi1bp5/4tfT37x/X0tlrMIpmBbrLbJ4Rlmu7vXgafccU5K6LDHc/dwX+Xt/7T/h4vATEHui1aAjk/QhKSKIs/S7kRigXniMtZgcEGvIMWMXFe3qjJgjYRwwkijFa7BWnOYG+YxbLCjFMsVAu2hwVpj2O6yrybP+eb8bGYaOZe1YgW6veQAAIABJREFULSz9UCje0K5P9RPsBsLQ45yl3bRq5ClJYSbviWNEpNBU0NQ1ItD3iTElqspT1Q3GWMYY6LNgkmC89q3mVMghsFydaI/mGDGiDukYygyJBrwIxdQMYVRuQxLG1zinKhNcg/GOlNFBTwpJjAoXUqafdtSloqqE+uyMqYuIFWIK2FKwbYWtlrSVA6tktZ7OIiUJYZhAMsYJ29sDrz/6gMuFY7NuVXVUtTSbS8S3xJj0HjOaQmjrBXkaEAM/8G/9la87cf+SGnBE5OdF5CdF5O+LyP82f+1cRP6miPzM/OPZP857qeP8iBv/Qhx7XgSy4pfHpfWIZacU9aHG3k9LRzXKMXck53w/QYvocfvNJ6IqhHzUcYt+NMJRbXL8k3PIzZzPqzngqL5bCr963XJhEhVwtmzmv+WxrWMaJg7GMKZC2x4dZWqtJSbOn15wuOkYx8TtzR3rk5an773L69cvGboen4QpJZXKCZwta3a7nr6LdFNCvGNzUkEJ9Mkw4bjtR1JJbM7OcZVjd8iMu4ESCk274PrFDd0h0jYLzh5uCFLop8B+t4McGLsJK5ahi6wry9hPnD5eUcZA3484I1x3a379v/R7kHaln42p5hPN/MnmiVwiKY96kctEjh25ROLVT3F4/j7dfk/oJ0K/J446baeUSClonO5x0p5NIEV1o29OX2UuuZjhsjT/XAXKvGHnRRtiCnJPKOs1nk9yAkWOROdx4yj3vIkRhdXEzhHDCJIDpABzqUdOgRAyJWQkJW7f/7uUfgdxVBgwG0rMlDySUyT1z5Fx0A3Iglk+pOREnk+OZ598l+/9g/8Gu1BD5TQi1TuKncE6q32OKYHxhpjSnDwY5nRMYbE8IaaJOI6UGMkpkqcJwkCe9GQnxyLjKWhTvbGqXRYhloliHEPQyFfvHEtvSFlIseCads6e12vjnKdqPOMEIemwJOIIYYISqay6Ko1R49AYMyVr1rU4IaB2c0GwtSMX0T7OLJrhnTNhGjHoZJ1j0gYgp/CV8V6rzUrR0gVb4azF+loziqxCqsZWGKt5JESFZ5FCJRUiCWMNQkCcISeNNohZG5rCsGfsOuLQa6ViVeHEUi9WGO8Q4xj3B3LuOD1d0iw3lDRoLV61pFgtHS5FKHP+kjFOc/rzUUL89V+/HKqS7y2lXL316z8K/K1Syo+LyB+df/0j3/Ad5Ej2lfkhnb84v8pRzmfePEzG6A0LRwOFTmbG6ASU51B6tdDPeKe+2ZsnWUSZbXkLDxejpb2SdVGW442Hru8lzcdz/TeNFRZO+J6l5eN14tlZrU08VoN5hnGgWTj6YFmsamqXac8qfLLc7BJVGnn27ornX+npupF+DHzys+9y9uSMD7/8gr7TjO315hQmy+YEqsbw4uWW3S4zSqKpFzw4X5CNcJCGfYwMhz0ZS9PUPP7MJ3j+hf+Lsj2QhpF3Hq+5e73ndZ85fbhkfXFCIPH6tufDV9fEQShtzaZuKDHTNJ5XfWCbAp9wnkM/kUPmZXyH7//RP4bZXM7djIBM4DzkPOutB3KelEjMI3kcKNOBYX/DsNuRYkcYJu2cjIksQoqTHjvF6818vG5EPXWlglhtxjbztCzztF1ynJUrqgjSzdZo6FRWQxVzjZyQQOw9pGN0jNZFaN4EctGcikyczVuiJ7vjg2Xs7CkIUAKIA0mE4ACLtYUYM34Kmq7XLjFWkJg1ejYX8s3PI9USac+gWcHFxyi3L6F0YBrMuuJ7/sJ/zN/58T/LOv802ViS1c1kTIU4ZKqlEKdEJVFhk1QwNSzOL5iSJw07veVjImRt/Rn3IyUHvJ+b3SdwqxUxBeKwwzqHVNrq048j/XbHxdkC5zzdrmPoAifnLdX6nP3tFpsTtSnQeKYxkmXEVc0sGewoIbJaVPjakqZMHwemWDA0tIsaJLLbd4pO1Q3eNYzTHSloNABiyElhBF81+EoYR0t22oepVWKWQqTEiLMVWvqbSTZDivjaKWM2n1RymqjMpA5ZMrlYTGUocQ7IOowUozBYEcc4jhC0dHh/85KmcVTOaz6RM1iZKKUQxp4wTVycXJD2r7F1BemcZAq58trOkwpTTjgyziraEGOHoJV136jl/ZcElYjIzwPf/vbCLSJfAH5zKeUjEXkC/O1Syme/0fvU3paHJ626wDDHzq9fRD0iWpegSIeSSsKsJT4GSEU9Qhdz/x/XOqHyNeTj8feOnXKKe2qMbBaDnQmYOBtojmu90VUbZ2Bj4DecVpzkxOUic7psGGNgXVsqb7keIiYKlYucnbacnLd4I9x2cDiMXL6zoexvMcXxlQ92nD865fxiSd/By+s7GiNM/YTzSjq9+7EV+5uB/S5yNwlt4zE+8/BiQ5cco2/o+o673YD1nsul4/YQsKZn2kXuXg80lSGFwt3dnm/9tm8hOs9uP7Dd75GcGaaJliWNmfjsr3hMCAMfXHWkdo0DPv7sklcf3FCe/Bq+74f/ELbeIMgMTWhmS5FATglJEyVOKs2Le+I4ELvXjPuesT8w7A6EMM6EWpplXXIPPejnDUXMjEPP1070eqnyQzdmY5SbENFZxBinKiJjcGj+CBKxpSKbo0HKkkvWYl4yiTw7adW8cYznZY4yUAOWzBJDpxJVI0h2ZAkgmjippz0PMlFMgzMGjOaTuKpGxODbJaZaasyCBWuXitFXK2TzMW3IOwRk+JBsLSZr7vxP/bX/jOln/jtynjR1cQykKNgcWXhPStqyuN5U4B22WpLGidyNTARyFnzKTDGRcwTTkMtIjMJqs2FKPWBoGo84h/Mrur4nDiOrWrPVY0qkEKgy0LRk57Elatu9WEKOmCAYlwkpkGLGFli2NdZZ+jEyJp1uz5cVtm6ZMuyGRNcPeHEq/pGKqd/RVIJITRaj/ZxtTbOwpKLZKDFMUCAWCKNi57ZyZCwpQcwJI6I+A9+AzTNMUmlIldNNPIgu2DnluaneKTdhtA+UbOnHA8vlEmsqchzJ08TpecXy7AnGLbi6+ojd868Sw8TJcsFyfULavcJuzhC70iTD2iNGS4+tc9h6SUo9znqMs5Qp4LzhB/7YX+UnvvjhLz/GLSLvAzfoLPqXSyn/kYjcllJO3/ozN6WUbwiX1N6WR6ftPel0tJ6/naBn5lQ/hRrznK89S6lEsKXc5y3DrKkuM6ByNMEYEGMpJc7cpab63ROPc86InlveNOYIipmq5LDgrOVTduJ7n13AcKAxhWlSGMZW8MlnpxwOPXUNzjU0ZaR5sCENmWwM+75ns1gxhYG0Dxwmw8WzU6wIt/uJ17c7XDexWLYUEs8+tsBnw34XuN5O9FOmPW14eHlCTJnJVeynxNX1gdWy4tR7phT56tUtj1rPVz56zemyIXXCPkaoar7tc+/y4W3HRy+2ONvQrFpevHrBaY6slkveuWx5tRsJBi6ePKGQebDxPP9o4jv/0J9m+eABrl5TjjnjR2xYNJhfUiSHEeJAHvfkuGfsDozbW4bDgbE/kEMmlYmc9FoajqmQGgx05C6OEIyZfeoiao0voPK7WSmkX5c3J7h7aaeSlsZ6JQbnuriSFfPWE5Xq/aXY+6Cz47yjB8A33gA5chx5njGKI5uMuadoHJpTMw8gR1LUzGl5Thdw6yrqxSmIReZIT2yDcRaz+pi2zCfI+ztIt/N3k/jS//i3ef+/+osgGScJ0kgZDb4ynJwtcVbohgMYh6srhn1myolqhghSHzk2Tk05M6VMUzttl6kWiCSqpiWLYQoRb4XaWfqg9W21BWsyd9d7nLecnJ8oJ5AmUp6hpBSJ44ixDcZklo2WjexHGMZJy5Rrz6qu2XaJLmSq2lGco+9HbrsBKxUSBmqvpxaxjtVmg/eemIKS0lVDOK7akrXUpOQ5p195DazBuUZPOnZ2SxvlOSrnVIVSVSTUVo9Aikk9HWLIKWFFHdu+aqlbNehonsqe9cmG9uSM/Qgv3/9pTBzwprBuGqYwYPyCerVEqjU4wbQtpQh57GnqBaZZq6SVjDGZOCaME373H/ur/OTPfvSLLty/VKjku0spH4rIQ+BvishP/eP+RRH5IeCH9HMV7PzAMedlKEphZuPMm2hWXbgVvjBFbTklZ5JC4G8ZdGapn1E8WwmthCnzcfn4cM/YepGIxc5T/Bvlghjmvhp1RTYl8t1nwq9/55yqjPQ5E3tIyfDw2RkydIxDz9OPn+LyROgzw1AjybEfDliBvptYthPDbY9dtjx6csZXbw9cP79T/LCumXwBE/jMx894/vwaS8XrfY9pWh4/vGS5rujw5Bqub/ZMw8CD04rWGr56tSONPQ98w6tX13z+c5/hJ//P9ymLBe89eoR3hg/u9ry4URVByIX+9Ws2COeXGza15/luwDQtlXV4lzldeF687PnuH/5xFo+fUqy6H7kngwukiUykpImSRggdZegYDzfE3NFfXzNsd4whQk7aLEJiDjVASlRCOGmmec5zQFdBLe/GzA1GmkWSc8bJXGc1B4IdWZs3ypAMxc/kqCoU8qzTFmshl/l+0gU9i5CKqM5cju9zhNPeDDm6RZR5CtdgBI4dqCXODt+ZIC2GHEeMqzQT5GjZdxU5Jta/6vvovvoCX64wriOXmrL9OWy4hNVDOD2BbYXEK4TAu9/1XdTnl/ydv/If8lTeJ0QPTKwXNYbEYT8w5MKydQw7bXFZ1C0RDd1yreXmVjHv5UpT7kIY8ZWlpBHfrBijIA7WqwXOFg7dgPEVLZk4jYxdwTjLZtXggX3fYUqhaR1IzTCO+NrS+oyrKqY+sJsi1jsuzjcYL6Qs3Ow6tvvEeq065t1hjxThdNGSJbO9jgxRR6w4TkQ3IEadhnXjMWPA1hbvK20kLIWQCrYU7h3UBlIJpGjIY5kzjAp1XZNKxkpmmiK68wKiOLmVqJnYpqZEUYfsbLg0JRLRfPKUItvX1+xud8h04OziEVCI4xazONf4WFtRWYepBKkbZAwkqxktUnq8tSCekAs4MPYbL82/bKoSEfnTwB74/fy/hUpmVQloGYIxilMZ8dqifNTbFmWOYYaq3yIoj6+vNcgUnBju809Ej0zHkKE829y12mo23xynbhG1t4pqyG1KPKoN3/uo5UkjPNgIY5+4uTkQY4VbeTDCSZV4550NJk4MQyGMifXlil4EFzNdKrSS6PrAxZNL+q7jbh8pRtjfHKh9zap1nF80OCbG3nJ3d8dUKpqF49HDDVO2RNNwlyLDIWijzMmSKXbc3Bw4sZ79fk/btDx+vOD99+9YX66om4oxGabkGMeO4mtuX1/TpMQwZT71bE3fR20EryvazYoHl2v62x27beQ7fvgvsHz6Lkbmmq8jhFES5EBJoz4scaCMPdN0Q9zdMt69ZhgH+t2OEou2fJei5Jk5BnZpIe29EsXoRGytJxvBzlEGCqNYyizhfGOEOuZH+RlG0Wnr/sxmjqr8Obb3KAk1VnkRa5gL8viaKF9RuWHG6dRVAgZHIh+zitAx/mslo0WO0WPAPdY+ewiMunfFiZYKVI529UgJT2sQ24A12KpFTI20l5TlCvoA3ZfALiEMYCb+2x/7E6y7/4PWeUoq7McBcZZmUZFimidN7VPV76mwPcA09lryURKVj3i3oqSsWf5tpYYcb8jZMUbN6U7R0O32jMNAZS1NrQUPwwROJry3NO2aDHiTcFJIY2RMiSkXGlfTrq06LYeJEAp5KvjGzkYqS0ojlbeIVOx6PbU5azikQAxCqWqCGBpTaLzClnXd4uZrNsWBqlpgK0fKKkooolLMGBLDGLX8RIrmapNmJVBLKIMODXWlXEqcaJoa71vECGnqsW6JKSqJtFVLTplp3JJtTd6+Ztk6XHWCMYXDOFI3jebYlILYRl2aszTJeY9rWvKkenJ8javO6PbPqX3L7/qRv8xP/OwvDpX8f1aViMhSRNbHnwPfB/xD4K8Dv3f+Y78X+K//Ue9V3npgE/NOWQwpq3srzwKBI7wx/y3uYzjvzTf/j+9yntIzqiWwb7Dv+Q3fxK7OEM18sZW4ElzS7+sTS8vnz9Y0c7FvCppWWNUNVWMQZ1k5OL9YwRAYR9FatLZhvw+s6sSh73n8YE03JbITQj8QgkGcYYHaqq2NmrdcWQ67wH7XEUpL5R2b9QJnGg5FuA2J3bZjf+ioG4ekyItXOx6vVuxvdzS142Jj+fDDO5qTmovNkiAVUxHGseMwJPrQcWIt3jhOV5ZxDAwx4BpPMYWnj86R2NMNE/adX83q/AQrDpi7HNHsi0LWKTjrtE2aSPlA6Q/E8cDQdYz9gRg0tlOf0nyv9pm1dvfa+yOfIUZJxiNtjRGOTTQU5k7KWfUjbm7FjvOUnnVjvleOmPk+O97yszYpo61KKg96s7jqN6J3WlHcW09/sxlLdGOReUE+FnEcP5tS5tPiW5k7oAXR5KzKpjJ7E0IidlfEfqfKjjRCyfeEZ+qvlLBrPVkWUBLFV+QsfPu/+vupGk+g0EVoFguauqVkg60EU80Jgs5hnWUYC7EMLBYNsSh8YKwnxpExRmI2OJlwIlocPIyY3GDEkWIkZ53e60qwM+zgfKXVXOKY0qhQy5zQ2YfIFEEw2EY31i5MTFMkxYhvPVXttRglDTRWM0li0sjYpnWY2iA20TaOReNY2sjSa26Qcx5n9bpmNOgtFb1fbFUr51HCHEKWsFYQO5+eYpoDsgyxZFJWuOx4XZ2rKSVpcF3J83VTgvw4WOSsevXzBw9YLDc4p3r3KWtER0hJzV/MjfdTIcV4f68ISmKXrPV5uYyQBM35//qvXwpU8gj4L+eJxwH/aSnlb4jI/wr8FyLyrwFfBv6Ff+Q7lVmnDVr/Vcqsoi2zhE8nriz5+GwrJloSsWhkpwLR8+8dc0LuEXKZF4U8b3aK55V7KzQgSTF0M4fMqIoXkYl/5nzBucuk7jXr0wVhKIyx4+LpJc9f7Wm9sG6Ehw9O6F4l9vXIwntGa3jweMPh9S3iFzx5uuD59YHLsxV3twd224HVyYrSjaQAq1p4590zTMwcuoEhCcV4HpxbFssV0TS8xnM7CVd3W9aV43SzZHt34PnuwKNW2F294JOfeYfD6xu+9JWe9cMVDx885LY7cBgn+n7Pdpsw1rIJkMPEg8eX9P2OD696Hj87Z3my4J2TU65efKThQvY9fsvv+yFKezov2Gk+8VgSAcmjkpA5UdJIHHrC/oZx+4rt6y1TtyURyZNuyOSopJyAIWlBgswnnjRvBALkSYOISp7FQDLbz/WaGuswx40kxxlLPi7MR4xzbkoSOBa3Mss6E3NjEZkcJozJFNMACXGVLgzH9p05xiAXwTo94hrjuE+UPGLv91j4Ed7L998PHE1BqhfOaULKgkQgZ3A2kEvANQtcZq6CA2wgvv4i7uxTyPlT0uuPcJIp9YbLT3wK+y//OD/5V36U0xPLlAqFicpbShJSiNhKuy7H7EnAwjbcDolEYGEMki3FJCo861ZhyN3dHirHarFgEOGuT+QhsFppw1YYasYYqL1HgDEmnDXUxuLR7shhHJRAtIbFosI7w91tR8iJdtHinSOXkaFXx0TVWIahkKeBKWuka86GaByLaokrnrEkoCKHSCYhbavGupjIWKpqQSmZGCI2axxCjEDek3FkAyZ7ClpVZrMhOVECs6A+kKwmGuvcHNEMpITNBUmFKBGZCmHckXJkfbrGEWmqwjgajAXrWvCFUOZrX5jJ6grX1AyHPdY44tBTrJrG4u5AXUWcgThOHM9rv9jrm8eAc9Low2l0wjJzIPrxx699FSUms67WX6sgOS7cenTV0l4NWlfFg6AUxhvy0YjRwCFUaSB6suazC/h15w1VGjlpPL5o2NXCCmcPT8imMFxfsT4/Z0lh33XUj86Y9nsef+oZ3as7bm4PvPPxR4y7Lf1YOOw6fN3iG4M3jt1uJIbIau1Ye8sUCzEojONXNat1xTQIUxJic8rL7S1DFzhfGUIo3GwHhtsdp61wcn7Osgnc3k7cbAMP3nuMMcKuD7y+uWPla15ve06Xnjx2LJ2hOb/ko7sttnjWa8+v+JWfxnS3bPcjKQQCGz7/B/8U7eXH1HBy7PArRdUipUAeKCHCeCCngeHwEcPdDfurFwzdQArTrHfXoK+sHSbzRlsQ+6acWUnDdJ87I6KE0tF+nnPCiKeYPGdqu/m6a/qjMV6LDKwg1gNKCKqm2d5v1sB9p5/wCxVM89ed1QeQPH9NJ+90b32396fD+5gF0e9fzFGtpBLDN41Nsxv3nhsQlRRahWysVULRNS2uWiGu1Q3J10qunn4ScQauP1I4sarJw5YP/+f/iQ//+r8Ptmj3ZYmKv5ORYohiMW2FIXO367FZMEUbimIYwFouzxukNNze3tEuK4y3FFfRR48NgaoEvNfYhylE3KJm2BZSGVg2jqYxqrYoiZj1/9e2NdZaUilc33YMh4mT0wbvDSEnxkOkqQzOVwzx2GUpJBxjNqRxoFouVVceIiFMGF+B9Yw5klJi4R3WeZIRpCRqr87ICc84BiVY/VFWGqFuNfEwJ5xXyaMpnmm4wxTw3oEU1qenCqMYPXVZEcapJ02Rqd8CsFg0rM/PcUxMsTCOiv1TV1i/oF4vGa7vKCXiFxvEFHxbE8cRaz2FQi4KYaVpVMmoNYQ48YN/7j///42c/GV5FfTIaOSosS33lWJaF/bWn81G2V6tO7mP6RTMfKQxHJtnQHvpVA0CzEy/kLVo9B4vz/P76vGulsT3v3PCt2wSh7uRdx+f8NGLHVOIPH64pMSJ1692VAvDs4+dEQ6J19uR9mTD3YsDH//Wpzz/4nMOAVbtgudfesliWXPzas/ZowuahWHYj3z5gxuWrePpkw1hHLm+63WBKIbNgyWbVcXNTSCvLzkMEx999JwcEk/PV7zY7QhXe0wMfP7bP8N0d8fd1Y6f+Wjgybd+imfvGm77if3dnukwkkJBGsvDynLYHnj49AyalrvDwElzgvGBb/tV73G4u+WuS4g13KYH/Jof/H1UZ5caEPWWJE9EZlhpmPMwBvJ4yzjeMt5dc3h9xdT1xD6QcgDmdLVZE19SVu31PNHMvDSKdc/pjPMOWpK2ABUUqlBYRbkIBcEykjLFGBKj3jOTxZig72OKysCk0k3ieNKaYxWKvHHsHu9IlY0nQt5jnde8kVnDrzCJ4vD3IVZyNHc5MOae3C7mrYU9q3zwmKlTmPHONB+7rcIxOc99prng6xnvl6K4+u3PISefhPMnlH1HCddIvebZd38XV1/6Gfqf/BuMw4i3RZUPAmIsTeXn6r/MctEShpEca8Yw0LqG80ctUyzstzvakzUAKU/EMVIVIU4dQ4YYDa6pWZ94Dv2BnOZmea/Qw0BP3aypHFQ+UjUKEez2E+KEi8dnjH3PsOspOdE2NcZ4dpMah9arGusrDoPo5+0qUpzIxqtj1HvEVYgtmD5j5zTIGCJDjFTeaWpkigxJs1BygSJzmbgxVCGjaaCRkDJlGMnTHmcSGYfkzGJZY42h5JGYsi6yxhFDYL+9oqkr1m1DXXkYD4R6SSxCytoTK1MEekKvXZimGCx6L+Qp4KsaO3sQ+kmNUYvzDdafs/vqF/CLlm80VH9TLNzCvBBoNfd9TsgvhjdiVEUgR+xT8izX0uO0MUVt1/OElRVI1CZq8gytzOYLCs7oR1BKRnLitz1d89jBpx45Pvpox8JbXr+8ZrWAzaqlcoLkCr9o2d/d8P4XD4hvSDmzfNdztoCv/PRHLE8vuLp+zjhmltbQx4nTR2cM3Z7nLyPeOdZrx2c++ZRXV1eU0WhIjXOcnJ1giby66RjdhpfPb8hhpHWWzVnLV67ucF3H5dJhTUW8e82LDw4cqponn3nCEAq3/cDd61sWJDKFE2O5+XDLcuV49tmPs4uwu7qhJvK57/gW8njL1YuXhJBxWbh6OfFP/ck/S3V6Ac7fKy8043qaIY5IzgNksHng0N+Qulv2r18wdYFpmGYX2DyxFoVYch4xtr3/3A2iGPM9zMBMRLa6KFtd9I6u1kJCCrNDMr11H8zOygJi1eHmRKG3kgZEtEkG6zBicHUFeD0FlDz3V84SU52BKFGt8CkMGFvjnNfj9LzhHE995rggl6AQzZwTXbLCQUq4Kg57JGFLYYaFNKyJCNiKRELGkUl1IFjnZ2vDrLba/iyy+TRmvSDf9orh2jWf+xd/D//9+/+Q1fSCFCaGScsnajcogWwNttZqvxggp8LZWQNGuLnt6YbMw9M1Q4wY5zB2wcIU4iQU1+AbS9so2Tkc9pCFRw+XGKm43R7IEqmrGmMjrTdgPDd3iXGKVN5zcrIghMh+jDjnqFzFVAxXNxOGyGJZ0Q0JhgDOYyykBEPfMzHS+CWV84xTQErEGkPb1ohzjFNCppFpmouLRTceMqqaGQYGY6nqmjElirH4aoGxQhoGQok0VUNjHZV3mMarXX/qWa6WiK3ZH27pp4S3hrN1o+YwKwSFvekS5OJwWRRoDwnowFhc3XKE9NRPIqSovgOTE66uWKyWLB9+mv7uDs+Wt73dv/D1TbFww0wMwnx0UKLoyMQfX2V2z2mIkO5G1ryxtR+Do0ADgFQdkihmLgIuFlPKrPGciYiSKQjv1JbvvljwuYc1ue84dD2ffnrGYejx3vH4nRP21x1X1zvO1wvubnekCFQ19drx6c98nJ/94pfwtuZQam7vXvP0tGF3CFx1kYsTz9hFUixcbho2JxW1CK9fXpOTR6rC5cM13go5wTa2lMWSYXvHymVO16c833d88PKGfLdjc2Zpake3n3j/wx1dLjx77zF3246PPrzTBTMk9v3A04sFd7vI6nLN+nLFq9sdadizWJ7xXd/5Lbz6ynP6fiLlTCqwuxv43D//R/Anj/VYyowVA4WAmRtNSpqQlMj9jm53xXjzmmG/ZewiU9+rnrtwL+EjR/K4x9Qn8y2ppJ4+YEmxVgmzNlxIBAyQyohWh72RH5ZZRCiuqLmLyoXYAAAgAElEQVRFKjDH0g03wyhafCCzyaqQyMVC1IS7HMMcRmSxzf/N3Jv+6Lql512/NT3TO9Wwq/Z09nTm49OT3W212+1YjojtGAekKIBix7JAIFCk5BNEyR8AAQUEIkRECBQgYKFI+YIUo4DUjpw4sZ207Xa72+1z+px9ztnzULuq3ukZ1siH9by1W8FtUMiH80hbW1V7q6rep553rXvd93X9rmpsX4iLxZ/EGO7hsxzQOVyImTEytvSyqiblEyCSJPx4egij6olsIErjiDzF8WSX74kQetRGjaESYQAkHkb1kyDpfNLJkkORN9HVx2Aa5OKYdPoQioaYIv/Kf/Qf883/8+9z8o9+idl0wmbdAVnW1lsHLhGjQklJWUIfJMF6QlLUpcFGicfQkA01AMPQU9YFs70Zzme2tlCKeT1BC8nZsiWkhFElk0lNWQmcDWy3Hts7qolmPqlou4Fh2DKdFfggaF1kEzRJDUwKjfOAySHOLkLwCudsDj3Wgk4EtsseIyTIiBaKQomLE7uua9rB4Z1FSpX71jvzuM6QMWd7tFRopbMnAwneonViWmm0rhClwQ8Wa88xhcEHnXMqleLW63dYP36ApCcljYuJKEt8cCCyscbHLSJJVDnBeYsQgRQ8TT0HZfL65vIQWuscHh18pD0/w7nvUDYFsW/+yPXyU7Nww/jwj6YJOQ6j/K7iHgeQOX/yZf9wt2grct5jnkFlB58QWbKVyJVdBjplqAwpR4+llJjpyGfnhiPjGbYRCk0pDN5tOb58xOmLNQ/vndPbwLyZ0buMojq8fECxqDi4NOGTD54xnc0IQ+K83/DZt/Z5+tjigf1Dje8CwUSKKnEwr1Ey0bYWUBSTgqKE6WSGHVo2NpBkNUKZEpPCsNpuOTk5owyBaak4vnqFRx8+wSMoG01z/SrbbuD8bJOhTjZiY+T21QM2mxbnHNV8iouC7fkGYwRvvXGd05Mz+qSIhUZ7yfJ8Q6VqJm/dQuhsaMr3ayTokUjj5imSJAWH9x1x6LBdiws+KwJiHNNrIMqAlCCDvVDyxOgRwYGIxOAu4E3IOFYknijMOJTMCo00DnmUzBLOnW4/0xptlgoiQZcIJXL/MoTRNZnNVtnto9ilFYmUCC4S4zrbkmU9pte8NIFdVMcpUwq9Cxg0ychRffTyKRaMdEIpL1ox3ztkUqhRJZVbQkJEQvA5t3q34YyvK39+LDK8Q+pwkckYZEC7bf7S5QzsElUuCKHlB37ix/kn/+TvEkJAq0BRZqCSUoqut3gRafaPGBLYvsdUc+q0BZfdo0IVOZElOFzMZL1qZIa4MJBkojLZ5j1sLUI4muplRe5SDl/oWk8zLSkKTW8zHdJoiTGabRRY26M1VLVByIhMJcIUuODZdNl/4W2Gy6EUMUZcCNkBmSD6wCATMXkiWco7ruIgXyILIiK/phRJwqKEzniDENiZqYts2CAEl9N/0jhDkSXWboheIuQW4XqMiPgILuQNMUqyxBNIWpJNtCOmLJGH9gli8AhdEiNEkf0qRJ9j8kgMfUCZTfYyXLTU/vDr07Nwp3Qx0JFjDRKIFxV3GmlBYkyHluONUkIQdiaM0XEpU0RpOboex5TJFNFIgswtFSUFLka+elRyqzTcbCQzGemiJ5wH9q9VrDcwnKx4+njNteuHhLBhteo53CuJCm68fZlHd5/y+7/7nNdeu8KDp56kWr76I69y78EJ5+3AXmGIrWM+VUgDR/MJbdthihIxSprmeyVN03B2uqSLCso5m/USoyR4+OB0xbDecDifY6Jlb7/Aes15SJjFgv3rB7w47+iWK2KwDIPlzu1jlA+sT7Z4Lbjy7qs8e3ZKcC1XDvd48/XrDG1OvFFJ06039E/XmLMlr/zCX2a+fw1UNf5qcl86xjEiLCWIlug7fL8ltGe063OGzRbrBqINeViZxmqYCH4gbE/AzFEXgb55HgGjGmTU1e8CEGJ048xDZ+VHzL3GGP3L5yZmmV0CYpTEOCCCHfkYIMYhWVRglEbqCmUMAo1PgexuzGApbzuEGkjSjDFsFVHInGW6U7QwLqq2haDQpsqacrFz9+YOuhhdvjCKXMf5QOR7+vciB1ZngqUYIzhFFiEEO9Ije0IwZMmyApHbMsLLTOw7v4fcv0lwHTI6MHvIGbz9Z/4i93/5v6FIJYPPJ6lOSZb1VbqqYP/qZYSaMTGaataQrKcYAv7B+1TDCdvVwBADpTbML0mC1GxPzilNoilLCqHZrHL+6WRxSDPRQKDtBrbrAZRiflgjZIUPEddt2JvUDMGx3gw5RKGMNI3G+hwWrWJiNVi8gxAG8AlZaKJNRBeRwlPqjJMgRJIS9CGA3Q3LI1IbVFWSEGhVYJRCFxqtS2IYcF7jfE8SGhEVBZaikrgg2a5OUbqk9hZZNaiqJg4tNjkMgjop2ucf4VA4VxBFzigFi5IlRVURvEOqfUgppzON8x+lKpx2CMIoO7bIapIxvIAsFFrPCVFgiPR/RJsEPkUL94WMaqcYufiXly2TGHPnMWsoswNKCpGhULx0symtLkwWOx23HLW9u7rxK1envDuvUH2L73pqVVAXBTiojrKOdNJoznvL1RtTuu2K2aKkSpLZccMbd27wwTfvsljMuLw348Hzjr2Jpir3+M4fPKaICd1uQdTMDibsTxPTSUPvEsVcEweLEJJLhwcM7Zr7p1sGFiQjOH3wnMO9mtOzjqfPz8B69qoJw3aDrhTtyrEue66++zbeeR4/W1H4gaH3NJOK48tTtidrWhvRiwNiAU8ePUO4LVeuXuHWjSNWyzOMUoh1z/n7DzEhULrE037Kj/7kHyOWejy1jGqJFPO9xxOiRQRLdC1+OKNfL+nWS4Z+jfceb3NlTYok53KyTWoJIWAqQ4g9gqy7jqOOnpBGfW2GCOWWxdizjmOwBvLCkBVFGA8A2UoeokcSMuZz7KdnR04ixnxgtn5ADnYEYkWSMigt0KbJp4uk8tA0enzQeNGjTIUq61GplIAcJ5yDqCNh6EBIVFmOC3gYT427kwr/XEU+fhATyDFpJzGWKjvY2fjkRzK3XCZ8n5nyRmoEPRQJhEIETVo+Rc0uk1b3UfVlUjHn+IsDH/zqbfTZXWIh8K98jsEuGXxFoxV1qdk7mOF9JMlEUJ6+gTf/1M/y4MHA9pf/Jk0laWY1PkqchaYUFGVFAradxfrItCppJuB8pOsDtrdMpiVGClwS9Js1KTmmjcFFy6rNr0vrgihc/v4o7NDTuXyiq5sZhgmbzRm+65FCsl/kRbyoShwK30NQhm69xhgDIeEFqJCTZfoYMt8+OLwsMVKiVZFRGcGihKPUMVv7gybGLpuVhMBbjzEdKWRN9rRWmJRnJS9OW5IqUYXClCbjD0a0rwoOXRXYIRH8kMNBUEQUyXuSd+gk0EVB8InQdUQpKPVkVLZZCjNj6Nc0iwOkNt93vfx0LNzjsCZbzcdhz3hczfB8dWF+gPyezIS2PGLMkr9cgWspxp5q/tI723MSauQQK760Z3gTR9p27E1K6ktTrlaCw1s3+PC9+6jaoIceqRSvHE3o/YYbl+Ys157LV+Y8frrk6UeRvaLm/tMl9d4RR4vIyZM13zx/wTvXJvjOM7k2w0jJ4XEJg2Pb5sl6SIJiMmc2n3D66DkrVbF0mm27zFzvquTkvOfs+RmlTXQhMKtKzjaWcjajOtinXy95+NE9uu3AQQnL1nO4v8/pquXUbnFhYNrs8/zZOQflwNXLC2699jbtumXolsyT4Oy3vk3sJCrB4BVWSX7ir/5V6nKfMDrR8n1MFwtVCha8I0RLtC1uu6FfL3Ftl5GswUOMxOTAjdVkcKQk0c0hIWb98wU0SuSzVUJmhO7YW47Rk4QctdIZOrDTj2dDzPjc7E5QQhKSQ4kxDylFkk8EKXPaSvBZQh7HASKK5HqCC9iuBwJSV5gyu+iEzl39EDuCa0FLtCrRxWQ8KezGlyCCQwwgCp/TT6LKrysqUBGZxo+JJDRZzpp7eBcI4pFuSIQoxrDfFMFDVBbGoOEsW5+hZZE15HQkGZF2hij3Se0TaPZAL/jRv/Sf8L//B3+W7dEcESJD0BC2LOb7tG3PYt9TNxOKyT7b5RI7rPjk7kd88Y//CVZf/Hv807/+75FCjwyS/dJRFAX9MBB8Yhgsk0lFNavoNpZll9AK6kmBNiXdakVMidmkISmN6wQnbQ7GKAuJ832W3ypI0SGSphSebYTQbikmM6qqpusGKhWYLKq88EpBez6AUZSFQVVzus0LpJA0dYOLEZNydq2XDZHcaokpYfLZmzJlzrwUBckFBm8xSpIQGGOIQrA925JSYu9gTnIemzwRA2hQBb1PtN2SZtJkrK1rUWZB3G4IQSGkQxY1QhX0vcXaLdo5ojR4ZwkojAwUxYwQHEJpZIgMdkUSDm08yhTfd8n8dCzc7AwSYzKJICNcU17Ifdixcket9lhx766dgUaNeuA8uEz40bkmkUgRKIn86WtzGr/loDI4n7h185DYrlFlydNHTwlhYL+e4EVgtpjSx4Q8E/RIBus5OfXUpuT00ZpiMeXo0oKTJ8853VZsB7g1L/DtgEBw7cqM2ihW51u8ylmHRkv2DxaIKHhxPrAuFqxO1/gUmRcaaxPf+u4T5o3m/uMVP/HDr3K+7dm0Dk9ii+LFg2e43qKdoImCs/PIjRv7PN1Ylm3PwZUjtNIMZ0uOa8Eb79yhUImwHTCbNeff/pjFrVdJoczpKlqjDxs+83O/wOzNN4n1HEgXypucoTm6uqIHH0i+z67I5RnDdk0/bPBunEcET4ohpxMhCUKgykn+mikL+PJiGrPmmvHEFQQpDeMipscF3CGlJsQwDsvGijWFUQo6NsfHCj+KceMYiwFSDsRIhAwikobgXA7D2IVFywBIou+xXuJEl7+/SRRlgzAVchB40eO7Hl2VmGpCTDmpPqtFAnHwCOcpyiYPFkWuonPs3e41fS+kIYdTi6RGT0EezEphSCFcnDxzES7x3iE6EBi0KMm6cYnygtg9Qk1v56+9eQoHb5BOP+bdP/fnee+7v8Z8/zJGlay7ZQ5qEAKtpwjpMMJTNxVBRGLf8q1f/WU+94v/JT/53/4K/+wv/Bh7KnM9+sEhfJZ17u81FHXBycmavg/M5gX1RGFMzXazRukCozzJB3ob2K4C1nakaCAq6omiKEqkkqR+IERHIjCbTfAYzpcrKpHYmxWUWmVruUv0CTa9QNiWppiglCOJgJaGwhgEkd5bhARTK1IUuViIiRi73IaQBdF7tE44H7NWvKlznzoEhlEgUSsYOov3jhgiReOZXr1N3zv606d54w0BpSQqKWzXEmwPI0YhCU9IeS2LISKIGFlAIRHBI1WBKUq8CwTXETwIaUjR0q/WpOi+73r5qVi4dwYILTUXpXIcB2Gj4y2mkAdl7NQjLzXfkJGZF0nwGQcxspyzyeZzC8WXpoam9tRR8fpbVzCq4ON7z5iWBU9OWopZxd68YDqf8a27T7hhJGUzZf9oQbvesmgaXpydoXRFs1fx5PEpk3lBRGJdwgRPVSuapub4uKTddHQbkXuvWKYHe0yahuWzZ6ydpFdTnj9bspjUBNtx9+EZq2VPoTSrAv7EV+9wrkuS7Lhz4wqrsw2r0w1XL09ZPj3hfBB4Eu/82Bd5cP8TemdpDvZ5cXLGQVMymRveeus63g1sP7hLdDU/8XO/yHf9/8bdb9wnCsXhVz7DF/6Nn8Ow4VGrqa9+jkiL7FcvU+tHNUSWvkmS345M7ecM/Rrb5/iyFGwWiqQeEUWOMRICU0xzVFWKaK0JYwyYUmpslYyVJxkon2IghzAXpCTH/TqMrTIx2uSzad2FUf2w02STQBYQXR5qCUg+q5SSVARn81ofA6REFOOQSoJMOwNNBBERUdDaFUq3oBRamNzHHATB9QjdUDbNbvo9+gg8Q7ehrJqLgRUXvfysYJJCkOSIiU1ZT5wxayoPsmQ2HKVxrimIJJ+HrMEJhBqT6JNBoQlIhDTEzWNkdYnQnyPa56jJMa9/5cs8e/xdovdgYDarqPQEVRSUSrM6eYLdbjBSUlcTWlHQb3vii28jL72Lfv1HCE++zcZ2pCQwBkpTgIAnT9fEPnBwpKnrCX3fszx5TjMt0EbQt5bBWaTRyCKx0DVRa+qqopxkvG233SKtBaAoCoTSiJBolGCiJZNKYVNi2wvwkiA9okxEK4l2oFCa4uAqyVlQOifMp4FKgdYSS0G7PofWUdcSbSq0FoiYQxFIYaRFSrwb6J2nms6p9y/ht6fZrKc0SIhBIKNFicCkrlEiIkWiVJIhKJIbcoas1NiQMMFlBomNaCDGgO02KFFRVM2o6+6gqLDrhDECETKqwXcdyX/PLOefu/6FWSX/si8hBGEcOkmxi52SF9K/BGOCyPjGJV1U4PnvMOq/MxpxJ72qheXdueSLe4aEoPSR4+MJJ8sN95+fIVB0XWLre+R2iygaTp494/D4AG0KDhcFMQjwsNlmh2CzaDhfDjkXzzQ4oJRw5fKUFAJ1I4k2gxqFkAQi9WRCUUq2p2dsnCKpOcvVhqo21EZyurZ0G0vnImebDT/51TeI1YLl+SnXDxYwWF6crFmvNrizLc5pupTwQvDo+UPOX6zoNh1y8DRKEYYN+/sN6/UG98kjrKv50k/9DL/zd/87Pvm9xwihqd5+lS/+6X+T8Oz3eP5bv8bBjTdI/hwxtMS0ezRSbl/FvCjpoiQFT/SWNOQk9uBd7umSWxQkOeJzc85QHm4mEAIfEorcS04pgHAIBCLZi4dRjEM+RgZKLqqzHpw08lBiZk/oMVyDlBUjYlQLCLIyIKWUJaNSkHweiu54NDEFIGR2+Kj0SHHXox4RDKN6Ifktvu8Z2jbDtGIkeY/tNsSQn9u8+eRhqHc90buLPvxOlZI7JD4PIvOhkt0MJ6WX8WvjncgUxSRI43A2Jpur8ZD9CWlkvYgUyLA0kKYg+Q7Khigr5vt7hJGIKTHosiTEwDB0eBKbbcf5eqDvPO32jOXmhMcf/GMAFlfu4NKASAkjBJXWCBHpO4vbdkjlKM2ETT+wbT1uvOd5QB1RSmOMwpQlpiyZThpMpZEqyygJeUPdKX+cGxDJMlWRUud7EnxiCB7rLSJFmpFPb31LJOFS3ux0UWb0qlCksiDJgiD1yKHJMzBERGuDKkqkKhACdKEzOVIITFki0pDDP2ROikfm9khSEtuviL7LoQkStN7FJuZ+eA6pNkhTkoQijmwebTRCSUIMaDQiRYJ1+H5LtB7EiJqWUBQGXRR/iGP85fWpqLgB9Ah6ksJnVY/IN1wJyJkeY2rFDtvJmP4+9jAhR5hprfApIaLkjZnmp27M2K8kjRGsTzeUTc3GFiQfscmidMHDx0uO9hVyWnN6skESeeO1S/TtwOp84Pz5kuU2UdSGqpnw4d1TDg408/mERntmU4NSAqMS1y7P6ENg3Xqi1CQhmV5qmDUlp6dbln3Jsve07QnH+zUSwYePV9x9uESnjh/64m1ev37Aw1PP+YtHvH3zKvfunbI5b7lyvOCFs7yImrWLtCGiq5L1wxXKJ9resldoLi0MV67dYDh5wPCNE37yP/xL/Or/8Df4h3/rlygXM8q33uHH/t1/h/V3fo33/sf/gvXDFv/WV/iRnz8m+C4rX0VuH4Agph6Sg+jx2y3OrvH9mqHb4votKbhRrkeWwKXsTMuhOAEpEmL3qI0s7Bx4EDKGgJClhRmAkjeKlPLAMYYR6psxspmvHtgZs0KeNmXJoPe5YhPkgebYo/fCEuOuJbLjr2cyoErZjMGIQxCjwkSMLl6hszkmhqxsCbbNqeEyocoaU5UE2+cw2maGUrknn4IfU+xDRnkiLgoLIRQxhZGzkvEGkqxNTgJSHDM1Yw5gSKNNnuiJThBEjzcSaUGJPittlM1a9v4MUZTIFIluQNTXeferP8v/9b/+dXyQHF66gTKSsiw5e/EMITXaVBhTk0KkPT9hbzHl4W/9CkeHB5x/9OuIbU9ZRJqmwA4CawVtHzg63kNL6DYdblRFTquK0CW8slRNAcYQhSIGhdBZoiuSYFhu8G7Ah4QuCirpsN5SITGmIFWZwOijoQ2Cwfk85ou5hqiKAqVKhJaoFJBKE2OkLkucBK1KbOpRg6dRgbKpSTIPo2tdkaLHb9cUWhCkYj1sOJxV1GWD9UMuQlRBGNPkhcyQLuEszeVbBC/wL+4hpcHZPud/Bg87JZJWxC63E6XSqLKkrCbZjKYjRWEYksZ2LcJsECGve1oJSg1m/1LeML7fevkvb+n9F79ypeYwQhGkyehMKbInbqwUQIzg+vymGgGcKJm1tHlpD/goKSR8aSb4mbf3sKnlC1+4ycffukcsZwSpGFzgxbonCsmMli//6C2GkxXL8y1f+MGbtC/O2W5b2pWja1esbeBgMUPGQGvh9u2aN169xMnTJcvTHu8cB8czLl9ZsDzZEkQg+EQxFUwnE4S3fPDhKfXeAX1I7M0FVw8OOXt+xnfeP2EJvPPanM++8SYbr/jm3SfcurJPsX/A7337LncuHTLda3h+3hMv7XN2/xQ9rdmfNfjW0w6JSvT8wCtTjuYL4ulT3De+Q61KelXwd/7T/4rpbMKdf/2nee2rX8Y++wa//9//NdaPt4go6YtXePfP/TxSN4ik4GI4Fi6MJDEmiJ4wLAndlmG9pNvm2LHgxndTimP+44hUTQLFmPWpxnZByrbrbJCRo/DDjX1fzc68Mja4kUIQ0oAc3Y0X17hRSCIpxKzh19XFnGRX1UKG4icpkVHnfxdjeMJIg8vVjhyHZSKzv8eNJ/nRyi5zPzYkT4ieGBMhbQjdgCChJxUxWpQy6OkCIRQppswn79YU9fQCIJhGM1gUIytHyrFS35ly8tg988hz/14IObLDE8EFYh9JJg/QYwAV5iThs7PYBVANcvsYcXCb6PY4fuVdnr/4ds55dBZjJEIYhmFDTIm6SiilmB1cox1WlJNLfPLeR6R2oKkMhfLYIWWmdhLsz7IkdrvuGXxkPpWIQhMteKMpTAGyzHr9JNEyM9hRE7pNi+22oBJlPc39dmPQSo3u1USQkAZN77J0sDRZy+4ociu0KpEhkYYtyhTZECXzpqhVgcChbcC6vK5obagKTRIK73uUEHnDc1sGrTmcLDBGXLREtAZVz/DdBpGyFFEKhVA1cXOe8zONwQlBCJbothmcJgXBOYJdQ9+jtMnp8DJRK0MqDWHo8N0SMJh6jqoyrqNfbfD9Eq0mxM15juH7PtenYuEGgdlB5hMopS+QmAEu+nwvyWv5IVdS5KouKmT0CFlwSUW+eljy2p7izXeu4ZdnfPKNu6zEEZeOgc05d59sMKVhPpFI6ynaDWu34rWb+3z8B89yIohK9B5oJlyZJJ63UBeaK1c1V45Kzh4v2Q4RoQOz6YyjxYynT5YM1pO04vDSIbIwuCHx/OQMPT0iKsnlI01st9y/94z3P9mijOfP/uyXePLxCV9/7xE3b7/CZ968w6N7z3n/u4+4ujfn7ukWt4lsBBzUFTffvMnD+4/ZnFm8T9zeVxzWC6aVZPMH92nKhi56zjoISnP4xhE/+uf/fT7++/8L7/3tX8etAn4TSC6rdd75C3+R/VdeQZhy/H2MlXbMBpCc5+TAO5KzDNtzhm5NGIZxiAZJRKId8m9TFcTk0SIzNnLEmCfLChMyGSI2a2B3qUajXTzv0m5MMNLEESCWgwlilgfu1EXR4+KA8DHb8oMbv7/Ki1caFUaQB5Z4dnb6nakGkQeoQkR8CuhQ5O8hAzGKsdeuSDHiYiYIyp0xJ0qCCIgYiZuOoe0oyhrjI2Vd5aFm0iQcfbehqBqQevz+6cK9q4QcA4pFNl7EbN9XIg89LxJ+UMSQe+XObpA0SN3ncFzlidKhY94ghcobm+gdQuzx2R//cT78jQ1WWg6O7rBdnjCbX6MwK9rtOZPZPtvtisuXD3j0aMUrb36JIPaI/APqaUm/DXSDx0hBUQmGmOhOe4SK7E+rnNMoEqJU6KJh2FpQPVJoou2BRBAJaz19B0YXSCmxXiDTgFSGpirpnMc5GFxi2UdC31EVGkqD1FWufI3KbJJ+QKuIIkcJJplwrqcoG6RSWBHZpRD5diBIjy4a6rJASsGqt/goWNRQGohSIGSJqgp8cAhh82lR6Jy/GSOFAXxPM9vDdTAMGyyaAplZOTHRb85wwzmzZk5ZzymbPZJridh8mqtmuPULpOgxk5Ji9gpDd8bk8IgwdMh6Cqp4KR39Q65PycKdXgJ/UiCmkcGNH51zu5QTcssk2y3yCxvfXG8sNJ8/mjMfthxMBl598yYsn/HgYeD5SrJqn3K0LTmcGw6mioOFYTKr8auInE6YdQMv1uCkREbJ87MtB8d7WYc6b7h6VXHtwCBj5MlTR98PlHXB7RuXcdvI0iXaIVJMS5qJph16zp63BBeopnMKE1nUgk8+fsrjR2uSMtx6dcGPfP4zfPMbd2lD5EfevU2fNO9/6yO6rWN2uMezLtBZhU6CuilYL1dsly2ayER4rBq4ev0W/v0PaTcavODJZoswGlkFvvSLv8D27m/y9f/8rxFbkdG4MTH0FlkUdKFg+s5VRDUZEQEZe5qSz1XejrWNhDDg+xXDZolr+wz/CXHs94aX7ZDkUSLL92SSWeExap/lKOvLfGub3+yQe9QXTJPxpDVyVhifi9HqmE9eRGLf5aqkKJGpHDXgnuSzbRzIQJOYNc/I/LPmoaHIICflkFET8ShRjswSiYgZPpWDFCJKpfHr73In42jQy3ryJAIiCly/JbgB22p0WWOaKaZaAAHX55DbTEPM91aS8msX5Dd1zK7R3MoBkhwVVOPgVaScniM0yXU4BcJk7gdCE4UGlcD3IA2xe4Tcv4UOe9z6wR/n/a9/jfWLB9STPVTZEPEYHP2wZTbbxwXBrVffxrnAdvkxtbb020AfJbpQqE97w3QAACAASURBVDDge48Nhqqp0CLgQ0DYzF0UVZOT7I1Ghjz/iKNW/cVqQIY1k4MpYcgGlUplX0YMnq6LdDFhrcwo1uCQpqa1HYWQaK2QWqFUQbADKjlU1AQf8DEiZKCsawQR5yXJuwzbEhKlQAiDkQJhCjrr6Z1jf2HQMuHi+MzLgFQF3nVZoqcKkh/wvSOSkGKa1VCssSiCiBS6QhcGETztdk2lJIvj6yhVAJHgWozWoAwklfvr0z3isMYUU7RKqNkCUc6xmxX98hlmuuAlO/7/eX0qFu5Rupsf3ovWCAjUKF2SF9Z1ATmYFhAxofD8/JuXOCygUAknBLP9q5w+OuH+2vN8K/N0uV3zyislT5+dMDucUGvFet2xfzTlxf0XrINkYRKnL1qiSHzu9T2enGzZO5xy6VpD7eDF0yUna6gKzWLRsJgVPHh0hqAgKEm9n5M4NueRF5uBetJQVgZnO44PFnz969+h63M/8vOfu4XYnPL1X/8D7rxxxMMHa377m5+gRKI0hvn+nPOzDWenLUeXDzFasl2u8MBrx4a5kBy/8wa63XL/a9+iKqe82A5QCJr9CfV8glGeD37pf0Z4iUeTU9JFTkmXmY+Qbt6mmSzAZLfZhaqHDOsiZduu0gYXwLYtzg441xFtJEWbpVzWIUw5SvAiyJSZJlIjYxxPT7k/LdEXbYoUE8i8KGdFxW7IOVakwaK0yQPAUWkkosMPGxAlmGYEj0WCs8ikiQJicCg1SkllloQKF3ICffBEMktborLmPCWSzoNvRZHVLnI8eySBJ6DIR20RI1KZrNOTeZPJ/XmZWe8+EH0gDD223VA2Hc3+AUGCHzL/RNcVITH2u30egolEJpLsMlGzQzjsOkQjUC3TEvP/ST7mo7mxaFWSkkOmYix4VGaae4j6gPJwNKPpCW0bWKieFC3T6SJb1fsV03pC222IXWB797uEdYcImtKA1oLNOm8kdSMpjaSzipB6pnuXSCFivcuG2ZhxpWnkrmx7R6kVZZ3Tk3RdgDDj4FcQYsY0b7ohH/C8I4aEUIaqaihKjZAlPva4wSNEwlQV0flsqiGhhSISsTHRth3KrajKClMaimkDQmF9HoB6n5hogQgaHwOYAqiwdkCVAl02RC0pomZjI75bYozGhp7kI2mI7N98E1nVPPnguxQ4Zse3scvfZbZ/GVEYrG0RJJQsSThS0qhCoY3EhgIRF3hviesV5cQg1BFRFlgbSJsVF72+P+T6lKhKcnXFLjFkHIztOA3IbMbJVuHc55Yx2zZ++uYhdbJUOrdPprMpMkROTiMP1p7nqy1PzpZ85sYRxbRBFoprhzOcMEwWczbLnnUXuXo0YegsQnheuTyh6zy6anAEDicTnj3bcHbaIbWkrhOX9mtONx2Igrbb5B6lyeSyVeuQWuMDrLuey5cOufvhfWwwnG47vvBDb3JYCU6eb9g7mNKdtDx50eHdgIzghkB7uqFtW27ePkYbsO2Wvb0p144Mwg+kPYN7/AlPf/N9jC7ZbgeSETTzkro0pNATuz47t3akOpcDT0kqV45EDm7dQaiS3aOwCwPIGuKQB2O7NJawIbotISRCGFsbAmSS43Am5Em4HIMCkKOhBFy0gENEsqssZch9NpHk6jPzrdPYW88LkhAm5zWOG0iMjtAus2lBm6z/J+VQguBJsc8MFN/nYdHuROAceJ//REv0fZYB+qwqgczSkOSeJTuQVhSjJHEXVh3hQuExFhqMrO4oxteTr5ggusjQbujX5yOCNGNbg+3HaiU/4y+RxAKBvnCsxnEuuUPJxvFkGpMkhfy6M+pv7CHH7zVN5SExtkOYOaA5OroNfk0zm/Lk4T2qapbdpn6DUlk654cWncBvzvE+oXTeMNwAUiWKwqCkxOWoGcp6gVIl0mgIDj8M9G1Oi7dIrI8on7nbFCUp+QuQWKFMnmXFmAOBxSiFjPk+K3zGV4jcww7WkbxFKU2IOXxb+IgSEiVTTk1Kmugd1oNPEmXASEGybT4doKkVNJPcU0/k4bT3GUImpEQYg9YFySiKvUPMdI6qDYgCIRVKC2QIiMFR1RUpOVx/TlOUODzWDrjOo0aGu5IlKbg8DEdQT/dIDCRnCbFjGCzJtciiIOpibOF9ylslGdtgst14BMUkkSFCUjHa2wUSdaEUKFXPn7k+x7YbotH4dsDoguerntW25ea1Pe6YyLoU1GXizqsLXpxuef3Vy7z3cM395y2X9ybMCsHtW/uA5Gnb8wPvXCPExG/+7iNe2Z9wOFX8w3/0XepJzWJvj8VCszc1fPTxC3oSZWmYTPepZpruvOPpiWV2dYEYPHUjaPSCf/pb76MoeHza8pUfvML6k4c8ai29l7Rti5kU2ThkJW1vmR9OqPb3cJsJ5+sN7flAXSiuzy1SS976obd5/LVfY32a01laBLIqODyeZ32v7SEq+mVPiKPCQmpMWdA7R0gBLSTBw6s/9ScJRTXm8O2Qpvn4LnYLU4zEYYOzFjsMpKEDb4kx5WNxHNsqMs8iiHnzVTuGdmLUWjMOXPKxXyNJMubPJwHCZYZ0AiHSWG0O4C1BCLBt3tzNZMyiBJkStl8j0y7UYEybx5Osz6CfSA7QSII05GFikmo0d1m0KUHlcIaYVJ7mjxS+JHVGwUoJSWc2ilQkHCoqXuZlqgvEcNotxiMsiyDZnj/HblZMDq8iywrvQg7ILmpIOfFJiDRKFNPY40/j6XPs1Yq8C0ZCPqTIhAy5PRSdAx1IOkCw+XcRR0NHf4I8uEEK+1x990v83tfuIeJzrt54m0Bg2w6sVyvKoiElxcGlSzx67wPCi8dMFzOEc3RDIMSB+WSC0oZ+u8HbAZREUtK2a7Qia/D7nkTCOZP143ikrvGjZNG7NJq0PE2RB9m5NTribclKkyJJTCHY+ohPnoZEWVZE5wgh0Q0WhaAUMWfL6pqirPF9iwkDzaRg0hgKXbFdrXExMt0/QLgzRLQUZc2QSpwHqUezUxx1/CYXvNFb6kZTV0dEwA4BHzyFkNjNKYjMbnHe4Fdn6MkM5/M6pmV+BoQWyKImdttcHARLOWtoXv8Cz/7g25TB4noLQiCLBc2kygx4vn/F/alYuElZkyqlJIQdhGWEA8XR/JHybjyRntcXNe+amipGZPI0okQnwWZ9zuWrMz4/v86HHz9HaM2Xvvg26xePuHv3GZdu3ObedsO9Fx2XplOEjKAqnp0NRC25dfmA9987wRQFx/MSQuL5amBvPqGqYW+/RBB5cLLBCYUuYO/KIaY0PP3kOV1QXLp1nXW75OrRhO98+0NK3TDYgr4fuH08Zf10zaO1wyjDdmtJhUK5gLMtN+cHBOVpfWT75BGn28S0KrlzaBBJcv3NaxzPFPf+j98gdJou66Io92YYPIVJpPMlzssRqFTQbTfIUSHhnCMER0TQp4gXBnN1lvt4Y67ejsSXF+9AGk8/KXni0BHcgLeO4EPO8CNiBYiUpXqIUbNNpqGllNUKkoQPkGKuxIQc8/yEBHyucDOWL1fTaCQ+V42uzY9J9AhVgyxJaYDBYn3eNGKIJBwXdL4RhZoh+plnsyMNpgT4hMflj0MkhA5gDCMe+dxFgaDMpxMpRrWNJIxwoRAtUpS5WgwRqUdImsj3a4wTz5WVl9hkCc8fkJLg4Nr1nCYfPaqa50VCZG1UigExUnUu3rqjIkeIrE+PIzsmpUD0HdGXWdWSCmLKEjkw40Y2UvAmc+gkpB6v9pEi86AvHR9zFh3ORqzb0vX7xE9+n8uzguQD686hU6ApJNF1uH6L0gY9n+EHz7DOaTCejFlG6bxhBg9Co5IiEAlCoQSUdUO7zYwXN3hcUpmhnXZD6gBRknAMPmdGNqrMnYPg0LrIALqU/4+u9CgH7Vm+WFErRTMpKFRBCJbzdWSz2XD1xiuUxtOd90SRcbmyMiS/RejJ+CwoXBxQ3oOAYB2kDaooiVKjJDk8ISYCnrqaomczlqs1ySS8DeAtqjQUszobdEwD2iHmB6Rkka7DbjSFrqiP9tk8vI8QEWt7FocarRSqrF4y8P+Q69OxcDNytFNOwcmUvzgep0bVAoKbVeJfuzanIKCU4a1r+3zw8UPas561inzuB6/TP1/x5OmGxhguHTR88NFH3Lh+icP9Q+4/77j30WM++/p19vZK9qaa7373Ece3jnEvzjk5dRy/eZP27BS5SehGIXziYG/CbDHhk3sPMVdvcfndz/Dkd77OnUsNtrU8/PgZqV5QNpJnT59w+5UFZ0uPKuY8Ww8c7NecbgpOB8e5iNSVZrXqmd68hHMBd7biB25c4enjc0KIXH77NZJa0vUblPdc/ewVXrtzi/W993nw9x4z2MR575kdX0LOGiaFgE2PfbbFdtlU0oVhTCLPemln84AXOVLmfOSFVpSjFZ0LjGm8kKVlal5AYEluwNk2D2lCHHXSgRBy1ZuTVl6iKHe6eynG3rWQCOxo6RW5LZCAlFX6+biao6tETIho8WlAWk8UMceOyTpX7CERwpCXtZQ5FEpqwthqESkrGGRKxDigZJ1bEwhSH5BFzPb3BNFUUIg8ZFPjgg2IqGAYSGrIlb2oxp/BkFwkSpfxwT5T9OXYok4jxjaDEce0JZ9plUnE0XgUWT56gJk0VAfXSMMKbSZkAGYmCeaAPYFk197KMKOEQwk1qm1Cbll5UN4RXIs0E4RwxKRQIYDJJwRsQhSCIBYcXX6DpV/y8PFjrl+7TrCevcPLnJ2eg6potytKt+F0veLFc8+0iBxfu5T9EYNDGajq0cTjO7QqYGwReWFww4AwJdqAt5m3boqCJCTWjtwP51Eq4lNFjP34evKzI5WijxHvAoXUCA9RRbCe3gak6ClMSaMDRTmhKEtUFGy35+ADujDUTcF2G1lut1DPOJyWaLdk2CaCyGTFXRKfMQZTZHlhSJEQ8ulGaZ0TlZwk9A4XHUUBwpT59QSF7Te4oUfXY2SbbVG6JCmN0ZKYND4MqEHQ7ENUNaaaEQeHXZ6R+gGlBd5HCgr67QlVMyP08P+r4hZC/C3gTwHPUkqfGT93APwd4DbwMfBvpZTORG7M/dfAvwq0wL+dUvrt//eFO9uFo4+jxz+7J32wCKGQeH76aMZNbZmLHKJ5+/KErlsSbYQycWd/ysffeciXf/hNvv4b36GsDc2Vy1yaH7NeB+TeLc6/8+vcvjxhT265NG249+CExZ1j+tMVK3WJ8+kW/fAxL07X3LxygCFx9fKM0/OWs/oAeeNN2qHj7ocfsZhU2D5xHgsmV66xXq7wXc+0abCd5+GTEz66t+Xg0oKTraUfehaLKVp5WlFz9dabPP7gAwo3sFdLHj1Z0g8CUZV8+MlTiD0mRN79whWqzvLxr/xj0hPP4D1LB4fX5hzevsr508com6E9/ZBlV9ElpDL5TR8gCo0LDq1yvzuEfBQ8ePV1ynrCDguwk04xMkryoCxL7FLyBNcSbEeKdmRpZ0u3YBSCpJHTfTFc3jkSd2kk44ImckisRF04AsXoJstGBD/2oD0+RaSuCd4SUocSGtu3iKLKoRgCYpdVOlIk3GpJFII4ONrn7Tgzyc+VFpKoBcl6BFk7HJXPNnIiQknKqUE0NVVd0Xc9IkXqxR4Ri5cKYQqk1iSlIWiCzCAtkTQpyJzW4z1CjQqUUVqZSJlaRbbVe+/xmw22+4C9q7eISWLKJqunYgYjyXHj3A1Ad+8VYhpNOTlXEi9I3hNdAt+SZJ2NTSpvajIp2C6h2APdcPTGD9F/62uoeQMEdLlgefosbzTxnLOHK8TJmhATBxPBbF5hrSXh2TtYoMpEtxpw1mebujZIFM7aLMOMYEYJozaSiMaLiLNDbot5T6E1oEfZaH6A+ugzaz1EkhvQYuTKpIS1FiFKRPKk4HGjw1UESxwiSUmqUjPdnyBVxaZdsnYe1TQcVJJKJGxnsRGiUDkbMwSEtwTSGBUSCd4CgthbvJFYD4UpECmgksvDUKNJbktZVhTNnGQqlg8+oJrM0PNDJAldSFQ1xbenyGiQRYXbnGGaGj3dx6scmSOlw2hDUWhMWRGEp+8iUrd5CP19rv8vFff/BPwN4G9/z+f+CvC1lNJ/JoT4K+PHfxn4GeCN8c+Xgb85/v1HX0JAfAmuh/EoqAS3TOSnr+1Tu4D3loN6yjB0LE9WnK0cd956hfbsnGlRIkPkvW/fo5zN+cE//iplGHhymrAi8vh3fo3P35lycGkfqTX/7Hfvsn/9mLduXuF3fnvAqXPmp+fcP+2YzBYM254rV2ecnHkedQLjBp6dnvLlr/wwYeh4+tvfpNM1dWHpTpbUVc1qteTyzPDN987YrCzHRzNKkVivLVZIzl6sufP2q3RPH/PgvQ/puxZVGl6sI5cOJwxNweHxHqdPn4GHz/+xdwif3Ke7+38z96axumXpfddvTXt4pzOfO9WtujXequqqru5q9+ButdtjPAB2cIhwDAkfGIQCEiASBIqREPlCSKQEPiBhBhEGOZYTIscSgdB4wri73UN111x15/Gce+bzTnvvNfJh7XPbON3pYILU+8u99d6jt47ed+9nrfU8///vf4RMktZBrGo2N0eML62x3H2InDfM2gw4CiGRESH56OljDuIl9iCkBMkHjNT4CJde/ThJFAipe8le7+qL2ZeakoeY7enRd7m36Bwkm0N7MfjkIMWs/kkix4n1lMd87JX9sJE8bBG5nZJC735UWd4ZfQd44vQIqeFk/5Dx2kreLYcckqAaz+n+PeYPT9Ejg9FVzk4MEqVyknmhdW5BmKzGkDKSHPjk6bKrmmzF19BalM5DSKEE0gu8W5KOG6wpsgEGT3swRekc5KsGimJ1FapMfkumJBP/8v1LVL1btITo+363IvqsaddS9fy0LCMM1nG8c4fRxibRTdCDtX4w2Q9HU8rD0V5TlZLEiwxNEvSYiAjCtyg/7AMqOohVb55SfblviO0Eig109YD54SPqzYs5kSUGgrfMjg64ePkqO7/3K6zJjnKQI7dc2xJVYG1rk+A9tvNE2xuT+sfXO09rMxBMG0nyHS54lK7yLlYYBA6VJFqXWO8IMYsMola9Tt8QncNbhxSRojI0raUVgmgDKnYMB7kVI5IgxI7YCdQIJCXFcISqCg4OTuk6x9b5TUwC4RckCnyCGNuM6TUSIQq0VoTo6JolAZHv9ZhNY84vcSlhpEYpidaQdEGy+fsLqoU2Szir0Xo/pJRE1/aKEE+9ep4UGsrhCrN7d/IwMhW5lRcDuhiRapGhZ6ZAeIO3Dtd18IcQv/+vC3dK6XeFEFf+yMs/B/xw//e/Cfw2uXD/HPDfp1x9vyyEWBVCXEgp7XyP/0k/rc8QqZhgUyWeHxleX9EMUsvcC1bXhxgE01az7K2zt2+cMlqR3LlziouJ4bjgn/7Fz5Lme/zBl/a4e9SxOpC8tDXk2avPs3N/lwd7O/xTP/cFjnZ3eetr1yh0pDxqOHGwNqlQRIZ1yYPDGbIcsLk2ZmcpMcawmHfE6T7VygTmUwia1dGQ6WLG4NJz3Ln5PmNVMtww7B/OsaakDVAMas5d2WLnzm2e/9grHB6ecOuOYbo44cLmmLSyzuLeA4JvmUwGXFgZcvr2e5iHHUJqpp2FomCsJCIsOX3viEJV2JCQgTxgUZoYyTQ0XaB1xLocpaXOWAoiHweTgPWnLiHXn8vDPHvc6+jz8DD3nt1jVUl0lth1pJCynBBPCCBSQEhNci4PRmWvm5axN5XkQAWZUlaZ9P1ZhMo3pg+QHKJb4uZTQtdRjiesbG6B9dz/1ttsPb3N8shl+FGIKF1BG+mS7S3vEmc9rnGEUQ50jT6rWoxRhBgeG4XO0uKVTqQQkD4PQnO7w0PKQ9XOOWSZCwQpPR5IOeew80e5lSclw0vnoSwRepRzEnVeCOk5JVJmQl1Sri+0EURCUAIha5h9y2L/EKFPGG85ypVtQsz6dSlVlr8m+l3fmZol51jKzKrt1TMd0Vco1Us/U3pcWAHojlErG6RmgJE1ph5itMGG3K6qhxN2dg9Ymz9iPNAEIelmDcIkts+fo7M+n0KEIYRseLNB0i0bpMoAMa2LLCGNEmU0LogMzUoRnxSyLOiWLdZapJAEpUg24BCErqHQMsf3pRKCoxzXiCYg0hJtMvQgJJE13kJRVoKyrimKiigS06WjdS2bm2PKZDMd0KeseCkMInp0odCVyaEgQiIx2LZBFlU/TxO0bYNAIJQkqYZEjTTZ3q5FxBT5NJVEoh5OsIsTBEX2JaQsBTVGUA3HdN0If3JAMcihEn52TDkaEClQscPZiKCjLCp8bHOLJpypg77z9ceVA547K8b9n9v965eAe3/o5+73r/1DlxDiXxNCfE0I8bWQUraF9ukgRQp8arXi1dWSoYooYxjXktdfusSDgzleCGxItOWQ0+UJ58+vMK4FZSV5+WNPMRolTu+f8MH9YyalZ1AJVrdXWDSB3f0TPvrpj7B79y67D4/ZO3jEsLGczJdsbq2wNSl48uI6TQpopRiPBrj2lKO9B6wO1nh08xaLg2O0dSwXp6yUgaPdfaIveHTtbXrMHEomts6vEcjBqM++9gru+IDVp57meHHItFnQNHMuP7FJIxStbZlMVhjXBWMV0CEidhqkgIULyLKgLHICSkJRDGps7EgxPM5BhIj3vpdwBKLvo5VilrEllUNuQxIQQVY10i0RrqE/x3/7xhC5ZSVEIiUHMQ8jY7R98c25nkIacqahAvop+pk7sReoxF7TC2fZjCBj1mXHaME2LB/eJ6aIqgcE10Lb8Oid21RiwuntGe28zcPOmHd3nYuAJgYJQtF5sD5iu0DXemzIm4HGehaLjoUHF8mFRBRZJZEUS2uxFprGYttISCLHUrmUjSZtzgmVUmOdQ6GJnowGSGB39wnHh0Q/JTlPcBkCFVIGDsU+oSc7uRNZrqD7sWMv2YtZSx68w86mJN89/uxS4nFiPFIRpeZMOpnTgvoBaD/Uy9j0Pmen743TW6cFXdZ0T7aoV5+kMCnT73SBFInRZIV2uaAwEJUiRE+IiXJYIVB0bUeKEILN6633WOdx1uGTJooy30UpTy2SCGgt0CpjTqXWpOAwKrM6hAKteIxAMFpyVq2kEjkbEo0Mrsf/CpxzRJ/Z5IVRiNJQVgqlc8bkfHbKuCgYaMBHkuvxBMGREEhdIZFoVL7HfddH56nMFNEZPCWl4bGYKITsJxAFMjmSyP1333U52EMrlK7z/KHPEc3Ko0QMiXq0gusWxJT6gWNWEJliTOs8KbS4boFzOZkHpRCq4h9Vnv9JDye/k/DwO64bKaVfBn4ZoCp0yqUm8YwWfOF8xWYBLnaMC800BK5cKHjzW7eoByVSwLmLY44OjvnEDz3N3Q92efrFTcbn1nji8oR3f/dNGluydmGLjz5Rsrq5xvRkxu//5pf5E3/yc0x3Dnj/vYcI7Xnp3DYf3p+BGVOJyLRLPFgeUxjJYGuTWncoNWG7meIfPWT74kXs3iFBaUxQHB8HprFiuX/K9FRw9QcusGyWRDng9ocPKOsh6+s1b331S7z4sVdpujkHO0vaNmBtTudI3SFRCLYGgflsQaEm2A8eUGnJqYusXt7GzbMUrl6bENsW1wQIWbqUWc6SzmXIUgiRzmVO8LcRAQIV8yCmwyGlpBiWxPYIUYxAwll+IySSNJB0fo6SyYwObzOLu1cLxGiBvDCIXhV0Fuh8dkQ/0yrH4JCqQNEHO3tBt38Ht8jHWKkNd798ncrU1OsZea90iROJ0Em61hF8Qot8usgohA60oJ1OKYohPhm8DUgUIYKzIGSWpVVKYkXKOPHmhNF4QuM9ImlCCkQUS9tSOIXWGpUkQni0NvmUEUMeLMYGaTTOeYzRuKBYPphRHC2R9S7V1hpyvIlkmIemKifGhHSWcRr6ePpAFAEpNUoKQghIJTKCVCaGm5f6h/cs7zJ/xyJ+GxGQszY9CYvq3YcEm40eSeSNUEo9f6b/u/Mwe8RoxaBqQ4yRsDhk7dwTLOYLpg9uslFpuiSRSjMZabz3HB4cgdQsbdbCa6PpgsNaSzWYgBIZ8qY0QtUI4TLXw+tMaywk0jp88Bmdq4vc246OQVWS2pYuBkKPTKwKAAWhYVhqTloH1mJ0QVlJCg1FVVENK2IEGwOzWcvm0FCXCus9vsuqpCgkcWGpt0c5YBlHCJ7ORqRR/eA88+FTSHmmYHL4SaX7RdYtsTKipCSYIhdtKSms53T/LsYUqKRIyYIcoCQkL3HzKW42B5MXiygEITp8EzByTrSe0JwSZSS2C4SsCVqgC/Odq2l//XEL96OzFogQ4gKw179+H7j8h37uCeDh9367hEqez44NLw41JYl6PGQtwb2DOcFHHpSGjfEKCyzPnl/jyC55/anLvPPBI17+zFWeunqe2cEht9+/x+rGiOtvPOSjT20zXFvj5HjKl964wxd++BVufOsOR0cHvPT8E+wfnPLW3SmTccm4iOwft4SUV8pzV59jWFlmjzoOlp4rL7xA08w4un+byxe3uHn9Dq0ueWKl4HT3kIMTz9VPvMRhN2e0cZ4H13ZZxkQztxxO53z2Jz/N7GQfhOJk3iKaOc9vFehuxvp4xNAE1KBko65JH+4ha8PMRTavPoW99wCtShBgD49IKNqlzTIoWSK8w7rs5ktEhNIYKfEh66JlH7QahcB1DcYofEw5wT31hZ8zwX/fxlBV7tNJB1iijwTX9QG2gvAY+JQLBEKSkjuzUvVhrL2cr1eF4FuC60h2yeLBA0Zbm0gx5MPf/4DNS2usrI6RhcG73siTIssm4ENGe7qYFwWFwos+vswJ0CU2xkx29dlB5/sHluBRSuK8RYuK4CKqqGm6iCkULiSUKEg6EmNFkImYSpTMu0DrHAUGbEeh8w5fxoBU2cEpZJbw+YVHeE+cP6JcOabYfgpV9aQ4qXJIhMqfUW4J5h0fkMMfIPengeXJAQnBYP0C0lS5cAgBPYYgOuURYAAAIABJREFUnbVKYt5Viwg+RXTsHZehy599yIPNqD0itMjkQddISkar20i/QzNYo5ycZ3/3LsOVJzh8623OlXuML+b+d4gaoiHaGTGkbN0uNa5xeNeBrnApIq2mdR4XIlUFpqgxVYFt2t5Uo5CxoSxKOuspRA7CCLZDaY+XEZkSWpePSX+z5Sle5PcPPbCp0JGiLCnrgqIumHeOZecwsmRlXKFDg+88SkDITWlIAWkSmoQThqZtibGj0AOiCyybJcVgRLuYYWQFwlEaQ/RZYy7pg1xizETJmKAeoLXJLTQ1hNDRdS1JRGRVgSqQKmI0qGrEbK8lGSD0YR8S2tN5ttKaEuE93kKUDpnyQh/jd9zzAn/8wv33gH8J+E/6P3/9D73+bwoh/hZ5KHn6PfvbgE7wUyuKNZFwzjISCtcs2VydsD6QTJcN7ckB1dMXqE1kfKlC7zpO5/DZH/045cBw48332Dx/kVIk7jxY8OLrV5mYwFfevIsQiRcvXODmmzuMRyVPXNzgresHlKNVqoEkLKdYMaA4v8baSkWcn1CkfaZ7nv2ZYHVtxMH9O9gIFzfGXLvxkNHFdYrW89a9JTs7Hf/qv/7zfPUb3+DR4QL1cM6y8Yy1pB6NqTaGHN27hynHnO7cY0JA1Jpz6wPWzp3j4MEe5UDTvX+XKPOA42Tp0MOa2d1baF0hlg2iNuBzj3rwzGXcwT7dqe2PNLl9kXt0jj8cbgtnO7aEkYrkUj4eqzL3UfvSTW/AiaJAqTrXiqj6yUOWcEmte1VGbwZJHXBmFhH9+2WVRogxx8W5MwVAw53//askUZJc4t47e1x+7jKb5yZgAy4FaDyugSAlPoK1uZh1SRFixOgClyDEQEQSe6YIyfWB0AVL32GKAus6lJAQHUlopO0gSXzrkdKgFhGfIoPS0IWAdZ61yQBTCFzIunKlJAKNkpppa1GpYzAqkE7gRUKbXHSVkog2q1xIidBdR6gCvb5KsflUpsYFnYeiIuRqK3M/WAgQZyx5lU0+y9NjpNaUo3VE0aMEyO2wPIMwvRLL5zizmG3+WfFT5vtAgBQBogI5gLQkRU+SkWI84v6X32X0wqcQNYyGY2Rzn8vtDhefeYqD2zcw62uE0QoOcivEOQLkYWaMqKpGJIVtFkht8kHCG1SMlErircehsLh+J6tISZJIFIUmWJvZ4THb5FEmL87JkpKhFTWzZcuorChHq/kuF44kcv/oZDEFVXD+0pP4dkrpPTYZosxtPbRCaIWiAG9ymylEXGsxOmF9yCopEr5r0clDbCnKAiFh2VMgh4MVILdnQ85aQ6dEtJZSG2hngMPFrGNXMuvKZYoIU4OqczC4NCThUHpCinn+FAOgC2RZY32LTIIQBfPFNCuKvsv1PXvcQohfAb4EXBVC3BdC/Mt9wf4JIcQ14Cf6/wb4X4CbwHXgvwL+/Pd6f4CJhisj2F4zbFeB569MGHeBnd0DJpVia03z4vkhG9s1VYSdd/exw5KXP/0yuI6du/epVc1bX3qbg2XkqeefpnINf/C1WwybOetRcGf/iO3zJc5bDv0YubrCrJsRFjNslEglGWiHXx4z2VzhcM9zyhAnNTdvP2SlKhHLOdeu3edTP/V5aBL3Hp3w4z/5Gn/mF7/A229+k1t39tiuB4i24+lBRaU9W6PExkrJctHy4J0PEPOOtVFBqUu8VBztHXH15cuImw9ZocTbxMwljNGMZGI83gCXsaShs/iQGFy4QDzZpTntMpeDbM0OIZtlRD9cFCInzYSUnXxa66zl1jldJT7GqZ7ZGsl6ar2GqIts+ACy/CH28VsCeuxAf39k5UjP1s5BLw7vLSIGguv6VPZAOjhFl2O0URRDwfb2KovTY86aK64TtK1k3joWbX4QvAArJUnJHgzkWdhA03q61tO5gPWBrouQFC4lQtR9wc+FoGmznbpzARczoU4IwdLmXvnpwubYtSRZNJ7j4yWLuafrYpaykXACklLIoqJzidZnJkZnE84JQsg4UGKk6wJumfCzDrt3SHvnLVJ7kkMDUsjuyCRyIESPvU39MDMFm5fRmGgOdwnNjNjM8wA/QS7aORDt7MHOSeIOEVLmpPSnnNS3qbKaRxDlkDMCo1AGvWgZrGzgFgvW6yPcg7d57oe+wMGNa2w/9yLSRtz+Ll1jcV3HadNxOp+ztDZzsI3JLaQI0iTqYUk5LCmHG8x9ZJESXQzElGgbR+MFzgeii4TW9sDJHuSdMjIXkdFbncv43VFVMBklBmVgqAUbqwPKuuB4ekrwmkqDsFPKQYU1FQsPTecIxRCKIWU5xGiZP8/5At/NKeocgNwsZqSYWzaF8JhyhNIFCEnwDaNRSRIC6xta6wh4zKDCmAHeW0wBxdiQhhNcoA/uiMTFMXQnZBZLQ3InDMZDZFmiyyFKKFQ5QpU5cCQmsC7kzyaGvHN3gccc4O9w/eOoSv7Md/mnH/sOP5uAf+N7vecfvYwSbI8My2Xk3PltaNtMPEt9nE+CJ166yJ2bR7iB4KOffZXRqOTuO9epxopBUfDOjSNGozGvfebTHF6/xoP7+3R7M869doVhlRgfw71bh9RPPc32xQndNx9SOyiqEoxgtD1iMhwgvGV6OOe0k+wdzlC+5fzqgKPjlpPGcvG5c3zpN7+O2BjxYz/9Mndu3uHgwZzGB7aNYbF7SDtfcpwcT736IouuY/f2PcLMsVIblIiMhGN1WHM6X/ADn3yVnS9+CdVoFlFgo8QYmNRV3kV2XdZjI0ipAJVY7D6gbR2cBcqKgNI5MUMiyXSkPLzD5yEZvdRSQD5eS9EXkt6WTQ60FWc8aylBmD50lcw+Jh/PYwq5t548gjKHvfYJNymlzAMREUIDQSDp6E7n7L79ATqW2V4vdVZORMGi9SznmezWWcf+vGNtbZXo86AwCk+z8JhSk6KgKDUWslY5CSSSIBPWJrRyJCIKlSVlQsFAIxS51xk9RlaIGKlMBgzlrEswOuNbRZQ5wqo2TE9b6rokxkhVFTQxZq1xDBSiBJl779EnyoEmeDJcS+RWdlh4sAHhr1NcmCEHTwEZpiWlybFqkv60E8FkjreUghRhun+femWLAoGuJnnA1TNP8vwy89JTjLlH2wfvptAHSfRB21IWkGzPMvEkVTA/PmH1/u9Q+fuoJ/4cv/lrf51f/Ov/MeXlj7L3a3+VweYGk3KN0+khu3ENf3pKNRygSUgj8F7gQkIXw6zRlhFTCRrXEGLEta6/HyFIgYo9cqow2HaRNwBKg8w+DqEGOC9w3hK8Z1yZ7NasBNiEKcEUmv3jJYUp2VpfpVuc0synVK2ljQ43s2itULqg0AEtJd4nQrA4l3CJzOvuA6e9jBhpwAwxRQIKnD2lLDeIySKFp1jbRuoVprsf5sNSAYVTGBwiNhT1OZrZEhkagu0IEkxSIBSJCoRGK43SeR6E1rhgEarAjKBC00VJcIZouxzhWGTQ2Xe7vi8gU1oIDvaXNF2ka1uOjxbsnDY0tkWIwMs/8DyznRO8VLz0iRcYDQ0P3r9BPRrTLDXX3t0Ft+TK1Sss9u6wc3sXu+hgvMLKIDBRkf3jjsH6JiuXziFO9ihNhdD5gR6sDhkNMqN3sXAcnzgOl4mT+ZyXrlwktQI/KHjqyYvcuLvg9u4Rn/yBzzA7OuXRwQybPMoHbNsQbWB9UvGR11/ldDbjaOeA+XHH3Dq0gJWRISZBlxLPvfgsy51dtFU0MRGCwowMuoB2McWFvFvxIRFSIsSOlASdTSRkz7WAkPdfaKUztsnZHkiUB16JmIu1zv8erc/4qOCRffrMGTiJ1DvKAKEMqERKKoOjRJ9I3seYybOeOGfHePodpUO6kKH4WuVg1spQiRJjTD4yi2xIcV0gBEVZViyWLZHI+saEkBxeRFoLRIOpimx4qEzO/lOK6ENvyIgYqZGxo9QFJiVkAXVpEEpgTESrDBEyFBSFoCg0SghGVUVpNEYJiDkeraw0hdIk7zHKEFwk+kS7dMQu4mPCY/Ax0NkA0iB1HgoHl92n8Uy7ngTBQegk8bgl+ln/eQlcyPhZKfKCKwSkkIe83mfjUwyObnqY1UPO5tZK6k865MU49NmJoh/8ZjTtGZ2KnofeI3Oh/94kpdDUa1sMXvxxhPfcePcB2AXrn/wcjZlw+uiAlXObiHmH8QuKqiQQcEHhfMD5fpBHjzmIGQmQeR/0YRMR5z1GS3RKeVFSEimLHEyAR8bcKiIJWt+RpKAaaLQCZTLSuCgNSgra5QLnOsarI0TqMFWFLAfYFMAlZG5m9KlLEJzDOwu6yr+bi4SQKZnIHGCgzICMM8iYXSMLkgj5BGVKjJYUw4rBeBVTl6ggKEwgCoNfOlJcYKpJpmOaAqUEsihxbZvhZs5DL4tNMpuSEgqkzPylwlDVikKrXoHVPd5sfdea+U+q+P5/uXyKTM6tcv3mEQnHpY0BH7sy5OjklI++epl3337As598gWe21zm8fYs33vyQS5cvcP/uIR/e3uEHf+R1NiaK2cGSt964xf17U05C4qXnLnLz+ox5Y1m5uMXwwpDjb34d53KroFSatbWS809vEFrP3YdTWitou8BgYDg/GPKVr73HJz77Ene+doMbIXL52Yucv3KOt7/yZR7s7lECNAGDpA4Feqx48qPP8Oh0l6PdOcvGsVpqkoucOzfBUTAcDxlWGrd3RPvBA5I3dK5jtK6yTXYeGYxGJCFouiYrOHxESEHbdnngRM790QiqwQApBG2TeRtaa4L3oDLDw5gC7yzRuezk6+2Mftk9lpzl3Xim0vmY2cqYYS4kvW2eKLO0LHlECKBGpJDfIwOQMi9CxNTbr0eE+SPSiWXn/dsMhzXWCaK3eEzm0kiNtZYoci5kEzU6arrWI1Xe9Y7GQ1KInB7NcrGWEmlA1zqnlgiQJCbjIT4kRpNxXlKipx5qumVLkImxEYTQUZYlzlqKUhK9w4z140VLEJEqoXWkbSRKBrzLM4AkBMkGCgRJJ5LSRF3QeEcUAh0yPS9SYW1A4JBKZsj/IpL8CbpbYFZGsHoRWYyJMRMcBaGHDGYolUCQBQ4C7wN2ekS1IojUWSfeXwrwKS+CMbpeEhiJUeRILz0kuS7ri3sGeMzQD+7e2cGcCPavXyewjzpeMv/irzP68Yu8/p/+CrN3v8GN//zf49nPfw791nucmBHTziFLibUVXVhQ6RxJpqsaYUq6EEmuJSL63yGBSmidbxHrJM2iRce8+AqR58uBzLYZFAqlKnTyaFPgU0thBgTX0TYOrxJPP3OF5BqW02mPbF0hyAkunKCKFlOWRN/QdJlSGWI+GXTLBqUM1npCISjLASFGhHCYoiRFi0wOWZQspqdgFNIMaJYthdsnkCiVovUHJFkRQyIQUMuWqlboyTm65RIRGpQx6JUx3fEthMx4YaUlwtRIKSjrAhcq7PyEgZAUaxsMLr9O9/bvIYnM7KxfcL/z9X1RuFOEL1074qXtAU+eK9A4xudqRiuaN+8c8MrnrjIcrfP1L36ZFz/+EkqecP9+x53DJT/zcz8EruHaN25REGmahF7VfOHZy9y6c0j9zBXOba0Qd2/x4I0bDAc1WiU2tmsm4xEbV55h584N3nhrn2JthegsT57f4vjBPe4tGq5cWePae3fRl87z2WefQBvB4cEht27sMggJ3+Xe3cTA7mLOpQtP8fVvfciKkhgX2Sokl86PGK2s8PDRMVeeXWM2bZmfLDAfHBK94LhtUFJQG0NVlvgEtmuxIfT28Bwi0fkMQco5hAmDyVprpQixY7QyxNtI1zSZtx3jY7jUmSxQqrwLtCIwP36U5WMicYaTS0ng7RJNSeqWpNQrQkTRDzghRpHJjaR+qJnXghhahM8AH6FqRGyRrWX/1gFlZfAhS70iis5GTFnQeQdFgRCK0LbE6HBJIgrF1uYKx4eHnB41pKgYrk/y4Kq1TFvPau+e9KlFGcV4Y4PLr7zC+pOXGK3W6GJAdLmPL4TGhSWlqWiXS8xgiEkFD/fuoL1mdnjKO1/5v0jLlrQM+FQwXgMRAoumQ0WTga4xoFB0TYsnKyCUNHQ+YYm5X5oChRL5I3UBoUUOOOhj4FJzgu5a9PnnkbqEntNClFnnKzxC9GoSNCLBYnqMqWtIEqkjQhWPi7SIKStqostGo5h5P/KxEiUPcPO3lb/DIBJN45gvPMPxJm++8R5XJiv8/i//Nj+oSsaf/xcZvfA8V//d/4xbf+0vcuULn+Tue9eJRUmHAN+hUqIyCj0uQRa9NFX1CUSWZdsxqescDu0czmW9vzEaa7seIJcoZaZ+lkZhBhpSQWotKSzRlSH1C0K9scW47ChZ4kwJZYltWpw7AqGyRDYGgu5yWLExCJUzL/1inuPNUiJEh+wipq7RKIxJGJNPvMILXBDoIqfeeyLSdojkqYSime6TUsK5jqKsSFJl70RsKLSmHo/xc9fnl1pSscFy2VGZkPE4ZUetJaIYEl2grFdwvsO4Bi1ayskEJRNdlAj53Rsi3xeFOwjJi+uGjz+7wozAxZURb735kEsvX+LTn3+ek0ePuPlgl1c/9RHee+chqVxnvF7wM69dYv/ODlYljnePkYMNuoHgoi64vrMgjCfUyxNO3rxHaCKTesQiWl5+aZOV1W3Qivff/JBHC49ZHVNoxUBFDm/e4bmPv8jiWx9ye7/jtU+9wu07D7n9cJejR3uMHYh5x2Bcc9R2TAYDxkMDayvMTw4YNZbJoGKJYzAcU9UFe8enPHF5m+P9PappwN/dJ6aCmU2UgwE1jvZ0SihMz4BOyCRxPlKPxyymM5ACZx3C5F55ZmBHpAyEENFVge0aIqC0xqSUe6LR9xrihPCJKCRKl+zffsgLwaNCn7aCABEo5AxYyz1YZwkSZFGgosOKzKaWsiSSHYlnGA4RAyEmhC6RWBbXr3Nwc8ZotSQEic0+HlqXEEbQWYvXkmrzHMv926RUoJSi0ALrIoe7h0BBpS2q0KjUooREDErKoebcs0/wzA9+Cl0VjMsh093bzPcfML2+x87hIUc7h8QQSEmitaFzLTLCYDimcQ2DqqRYG6K1JhUFP/Inf5SNJ68SSSynLbPjI37vf/hVxpI+O1DTLPJgtjImF9bgc56CNll7SzZEhRjRUqGEJ0iJ9J4oJN5GsvHGgrxBce4FUtIgY081IQ+mjM8McOERSiJSYnFywGBd4xMYdG+JFCQcKcis2DjT0feziugbpCg5ow3mMXDWpS8XS0aTVdAlf/9v/io/rQS6qnjzv/sdrs4O2PyhP0Xx9Mtc/gt/jVt/9d/i2T/1zxJ++3eZB8+yXGGodW4bLRO6cGhjIELbLlFGZZNNDzULMSKkIViHEoLSaLzvmexJImVCG4FGk+KUqARCG1qXWJw+YPvCOQwWu5iTlCFKnxG9kWydlz0fxAzxnUMYBakkomkXp2hyKpMuK3Q0ObwiOpRMSFETXE5nb30guJayrkkpYozAdTkFKndXJD54pCkJzuYdix6gVUFYnqDqIUpKbIBmMUcVA2RhqNcucLq3g/JzQtcQFtn56kVmiLcLS2uvMVrfQOgVmnATqb/Pw4K1SFxcramvbDI+OuDYbPEjP/8ChYYPv/4eT33keTbTEe+8t4vcKvnYS09wdGePX//73+CnP/8K1969wc1TxwubBfIooZ98hvq0wR/s4BeKsijROnDl1W0mpWDZCG7cO+51pyXBe9YrhT3axxcDRpslN+7scegMT1xe4daNHXb3DhDWs1UZ2ibbbfcXHZPBkPl8ye58yXPPn+dg3/Lk1oC1jSGb1SbOJmYJLl1a5+RoztZohdP3blKZESfLFlOXjCcl9sSikMQ2H798yDdjSpLp7BR83n+JQiNjwhEoYnaaNdOOopKcThdInzDa5F6nt6AMUmXUEUlgY3aEOttx7atf49N/7l9ADVpkMpkBDQjhEQ5SWZPiHJJEqxFJK0RwJN33qM8GnwhET+sT2kBoiPMpj26esLY+wjmPDZJF0/feSRBKyoGhKgTHOw9JIcdSBW/plhaJwZhEKRNCawolKNeHoDyvfP5HMUO4/eWvcOd3/wHL42XvEFVEGShEVpcbqSnqIc43SCSVyVFULnkGUmeE7LShaVrKuiA8sUD/5I/gF1MWH7wB5pCf/6V/m2Vjuf0H32Dn2oeUJxn76RpHQmK7DiEkwecHUAiJDxGjv21+8iGhpcS53AaRWhNcgP0FMn6AOP9cxrHKjFyVsh8uCoVMOdUFKfDOYZdzTK0JokOagkifDCQCIvaKknQWLAwiapIG+oGpSI4UfY6UC46Nc1s4McHdP0A9PSRYRQO887feYPhbb/DJX/qPGD75MS7+K7/E9f/6r3D1T/8C999/l8OHD5jrikAkJks0I1zMMl5sQChFabIKKfYu0rbzuf8c2gym0hKBoVQQXUQKmUN3k8YYzSI6zPp5Lkwm0C2xYUFRTUhS5GAKpVBVSbRtVmoUmZed1VKjzNUOLVpmQ45CkewCLcAYjSAhhQHfEhmynB+TgmQ0LknRY3RClQNkypLUZD3LEECWKDqkUSipKaRFEnMIgrM0tp8vEcFnWmBwC0bjVaQZMr7yHNJcYvbwbeaNIC4fIfSYohyTfIsoVpiMV/8fct5/qGb+/12U/3EuIRKv/+BFbn/wkPMff5aro4q7b91mFhq2BoabH+yzt7fDj/zsp9h//x4ffu0u9+4+4OVzG/yfv/U+q89u8dpzkp2DGYNzl2mOTxG7Mx7NAtuTxOUnt9ja1NT1gHu3pxz6rGZo5h1Lv8S4xP7dPQZjw+VXX2A6O6UWgtWTOcupZXk85wkRaZPAEOmKBEoS2o5bj065cOVJntsYsNjb4aXzE9ae2kb7jv02sTKuMIVhOp1xbmuN/S++gQ8aXYEoaqrKk2YNUkicC9li29vJff8gxpgTPqRUuJB7vEr0TGKVd1LeJUgd5eqQ0GZZWFAaIRNamscwIqVUtrHbwIP338U2U4rJxh/hIkSwLagJQi8RIaLKIhPVSOSkol77rQQyynzsdfNcQF3L8fX7rAxr2s4So8T1vWkhNUlJlFKcLmbozqC1woYAXYNIgrIUmP6h10pjSs1Tn3yV9Y0hD26+z/1vfhk76xAq71rqUiKLgkJLtNAkKVAqL0IxeKSqiXiSKFFC56NpOUA4R0wSVxsMkodv/j47b34FdAHKMLWOh5ef4fmPf4InP/kRPv4TP8PB/h3e++IXOb5xD6kFi5QXyhgCXWgxssiDOG0QyROlwcuI8FCUJZnFE/EuDyDFFIy+jty4ihA2ywRJGeWSsiU9O1WLnOFoW3TR9SojnwNIUtenuvleIx6IusgadhmBPvDhTFKYBLrWhKVn9/493njjAy4WGkmBd2AKRes89l7gS3/pP+Qzf+kvMH7t05z703+eD//u32D9tY8wOXcBv7dLKyuUMXnBapZY2zBWFUXvK3C2fcwhKqveOGYMxeo2ybXgOoTIvXoRA2qY6X4n846yrBkXHt8u8zOgK5LKzsMoM2LB2hajq9ya8I4uQttJtG8xWJQokRoqNSRaS4qScmLQZYlrQsYAGIO1C8qypFQVWnbYJJgdnTJGEKVBxCxPDVEiscRYYJxCqI4UDGZckGSBVBVKOLRfZiVXTCASdnYELiBLgT24S7VuGG6cR87nNKHI56blPqpYRS8eZQv9P0IO+H2hKhmOSg4enXKSJLW17N4+pNgoeOWZJ5mFEY8Ol1x+6TkWN+9z48GC2w8OuLC6wdGx5Wh+zKa0HM0TtiqRoqOyDfvzFrtoufLcBuNRQVGMWEw7prIkJjg9OmZvNmdS5v4m9Qpq4zJ37j/i7oN73H3nBtZGjk5OGYpIoQSbGwNmrWf7qWdyyyJJPvaJ13j2yjnC9ISBLzhyWVEwD5rt8YBKDqD1TDa2OLp5j6IyLF3HbNFRDiQqAjpDmKTOiTa5J5t7xzkHUpLIKFAhcnxVStlpJns2RW46S2zXy/SKnKCRC3LquSDZ9uxTyPbkKHDtkkyiyzfJmfIg9TwIVIUQAXRvRumP5/Tp6wRP8janfShDjB736IiVi+cJOkHUBJu50YIsLcy7UEddjbPKBIGzHVJICiXQCBQBDWgd2XruHCe3P+S93/ot2gdT3PExWkUKLZiMDHWtGRaKYmAwdR4o6lKjjKAcGIoq5YeyKimriqqq865rUFJUglE9QBtFNcgPuZIOIyPrZWCw3Odkb8rB+1/FLXdZ2T7H6z/7s1x45SqkQDUqEMljKk2le0UBkeDajAlJ2fUZUqJtG1yMj9kZQuic2zl3yNhlVYYQ/R2QnaOIkLGxvfXddS3R2559EiGcaVRAxLPoM5mZ9r3u+9tXHkAnmXDLhuCmRDHg0b1dJmWBA4L3eO/QqkSakva0YOd//TvI5SErr3yExg84eucdnnz9k4yT7RdJk08I3jJUJUVhoEf04jPXQ2lBsCGzukWm4emqJCcHZQhVkglhFD5ZisIwKBSxWWKtJWDzwp91nZgiG2pSyL39EC1JZdOWTBkjkIRGKijKEUZrigLKSiO0zuyclAhC4ByoGNBRosjmtWibTLAUeUGxPmFD9idkU28kxoaUHKZOyKLGB4cqh9T1CGVMVs1IgRQKpQdICmxnWR4c0B3dIXQnEJcIU+SWlsz4WKlLTDXJrZjvcn1f7Ljt0nOK4dlntnj72gGvfeYZ7n7zDt9yLct2xk/9M59l770Pef9ex/pqyVAnbt7a5+XPvciFR4pv3moY1AnVOYYLuH7/hMtPrHP+8nm2N0bU9YBr95fM28T88Jgja7n05BUmywP2P3hEJ2oW0xNmoeP8ZsmK1+ylgO46Sp8Ybk2YNgt8lyi2xhzffUjbRsYrFTev32S9LihSYnBpnS0TmC5bttfWaZZLXLtgZTJk+egR6e4RJ42nqAbIqmTt4pD53Tki5tw9iSLGzBEJQuDDt0MNkipyarVR+VguRB4C9rZm6x2F0vhRnLz6AAAgAElEQVSmywhS4RlsrdAezHHe5WO3BO892iiENAwKTbPziLWLL5BkyMMzkaViyc1I9QShK5AFqhyiqyrvCGPK6NIzk3wKeDIDHAF3PnzAsK7wXtF1HfnQGPBoSmNo22//jl3ncU0moxVkUJgpcqDB6lb+7ub37zIa19Qro2wWLwaIJJAGwKEKgVaZ+CeShkpntUyM6KIgeoHUOezANksqrZEqa7hVlU8sjohSCm0UKSq0SiRVE92C5dv/gEDinbv3eOozP87q86/w+j//Z7FHJ3zl7/yPzHfuUgjBwmd1XIh5ARSAD64voIq6KPvvV2VpWgh4J1Gdxx/cRUzWEIOt3j2ZMiqAzG0RBBCKGCKha1GmAAqSdL24D0LqkDET7R7L3fqFNlukImeBB3iH8ZHp8ZL/7Vd/gz9RRYILdAroAuVQgUpEL3n/i/fQ6/8Nm//cv88n/8av8a3/8i9z6zf+W87/8J/F/tb/zJ61lHWBkn3SkQj4RYuLgWowRsWIsJFumT0JfmnR5hCMxKgCN18iTUKoiv3dQ4rSMJnU2CV96pHKWONlx6ioQJekkFAqIahwXY5KI9KrZxLVYIguaxCWdtaCbygLhZJnyADA5HzJbjFjUGqE7khR0zqLtZZyXOGWC7ys8r4o9eid0CKKkuFkgioLpJnkyDsk2kRsl1BlSbRQjbbxXQNSYSMkmwi2y+Yuu0TGhkE9RlQbNEuLPd0HM+Zkf/44C/U7Xd8XO25VKKqQ+Oa1G3zhB6+wd23KzDvMoOPlp9e4+40Pef/+CRu14PDmAXfv7PK5H3uR45s73JppCgKrKFaFZuEil5+Y8OzVNbY317h1v+HNmycczAI793Y4lYaLT6wzu/Yut75xF5sKUgi8evUym6MB04XicN5RBsGgrhgPR0zLCjEa42Pi9p0jBpMBK+dXiM7z9LigCPDRz3+UUa3xesD2uQmL1rN2bpP1rS1sCCy/fgOjKrw0lIO8+LR3M2Q9uOx8JIbs2opn4HiZtdZS4azLwv3oiQK8DwSfH0UZySB7F3qdb97d+KZDDTSiUNSDGkTKlLWUCC5RVJ73fucPSM7mot3zn4HMdwCEHGSlg1mhnEyyblp6ZIqZV5LOAmwjIiyYf3CdcT2AKJgvbB6gCoFQBVVdY32H0hGtwC4csXMUSlBrxWhsGAxKxnXk3KVVYrNAx4b1zQFSOeqhYrRqKEtBOdFoHakHFXVdYIxCK0VR58DaopSUVUFZGExtUAqSFtTDAbKWmKHCFAmtJVpLBitDVGWoqoqq1kgt0CqihKcqIoXw1FIwff+r3Pjb/wWy2WdwcZNP/sIv8DN/8T/g/CsvsbFRUQ0MSgtIAaOgNDqD+EXCRU8SOqtyksgF3idsE2hPZ4TDPYhzcuBEri7xzPbsbd6Rx4DrGkLXQrQknwMqYh8EkclyBmTRu2fTY1qjTCAJJG9JPlGpIX/vf/rbiMMlRiSMFqSQh6vzpsG3iexT0dz6Pz7k+O/+FWIVePXf+csc+m1O3/gNtj72Q2yJhpQskkBZlYRFAylbv/ENqetoFx3BOQzwfzP35rGWZed132+PZ7j3vrnGrqG7emKz2WxO4iCKoig7sizbciQZgQLDUQILDgJFQOLAQQI4AJ0BiWUrNgRHcWTFkqPITiRbiATTUmRJpDWRJpsie2Czu9ndNXdVvfnd8Qx7yB/fqSKTUEMCG+AFCqh6dd+tV3fYZ+/1rfVb3gmnIxzNyf0SX1uwliYnNjfX2awrDAWkFrRF+xJJhksDULaAKUhtQwwrsraEXtEsWwqtGI08fjSi71YsDo/Iw3BZWwvGygwg9jKvaZcUVc14axOKEbNVpO0C1WQLomfVB3KI6NCT+xaVE74sWNvZxq1vkosRTTcn9D2q3KBbrcRpVIzF206PHdXiFU89ptBEMyKu5nTTQ/r5nBAaUr9itH2aoGpOrr1Bu38L8wcMJ78hFu4UEqefepQPve0yn/3CHl+4useTFyZsJnjrrZZpDOx4zee/9Bbv+paneceTZ/n079ymK7a4uXvAmMTRfMndk0O0Djzz3odYm6zz5p3ALFpm84b5ndtMtaVYTDl8+RqFrtg5s01nM5MC5os5JrRsl7BhNW0IqPGIZq3keO+QWzdPmE7nfPvHvolVmTnlIltF5Klv+yY++r3fwu0bV/GjmqKqOD7puPz4I+zfvUnoW06+8CJFUXE873HOIqHIlhwVMUDKiqQyXYZuaH3Jw4f2fuO1NwaVkAk8wiHRRj0g8ikl/Guy7KpjiMQ2U+1ssvXIJcoLaxR1SVmO7u+T0Ti+8MlP0i33oG+/CnYdqrjoWinV1SX4mnJjG60sOsqCoBPSrm4EiL/3hVeZ3lkM1rRMHxMpS+uMKi0hdJgMhfZ0yx5rMqPaMaod25uO9TXD9o5j48w6hQ1sb9X4WlNUntHaSJq1tcZ4Jyk8a7HeYp3BeYXzCmsVRV1gvJGaNiulrcZanM1oq7HOknPAefugJ9JYKL3Du0RRasrKogiY0uBLx3jksTbSzg/JXcObv/wPee1n/zabpzcpzl/hnd/z/Vz86EfZ2rKsjQ1rayVay+A99Q3OW6wX+2Y0gBKNNiqplNPBEBYd6egtcmrF9EwcUqo9II3kSosME2Mn3vzUCUIWDTFhrJGTD5qY+arTZEgKpmxQGJb7tyi3Hb/7y7/BQ+OS2kmKM2cG0qCh7TppYTGwOFzypX/8HItf/x/g+Et8+K//FPdeP2AUrjPauURJhhhZzBaSMIgtBk0zb1ktG3lPh4i1PVr1lFbjvRVPunKs+sCk1NR1STaabtGAKeWEETJ+PMHXE7rUo8yIpBV9NBgnYRllNVZr4qqDuELlVtAKRYl3gWL9FFkrqZ5zhig/LqqoqOtCZKg+COgKTdfOma4W5F6Js6qJkAKjccnm6R2UK0lYMgqtK1IM9LNjmtmKNOCWcw44NMl4clxRr00Yb25Qnb7A3t09Vgd7tCe3RMYMifboHrHrWZ4cU5bF/82v//+8fUNIJWXl2X31OsfFBqfPZp5c7vPaC4G7JwuefWqHL79wj/UrD/GuRxW/+k+/SLG9SSos9+7coTjpOBkl1tcNj105zanNmptfmbMfG/quY7VaMV8m5suObab4esTBynC0ioSw4tS2Yd162mw4UZqDZaSdLWlNzep4xqbOjBQ8/Z4n6HXk+Rde4JkrZ5kfZp7+yHu4d/Marx0teOjCeQ6Pjyh3znDl1CVuvvZFnnj2Axy/8gUmYYMmdiTnWN/IxOUKIhK3lgkGKSI7MiQ0Y4yWwZoeynujJsQW7RwBBmhPpi4LuiSNNEqbgQ4n1WOhy7RRs/XwZcLJLmnRMb1z8KCvsC5Lrt/aZ3FygK03MWUAbQf5I0A/Ret1MBUmtRQb5yhGW8T21jAc60hodM7E/avoxlCvW/qlok8tVV0QTZbiYiUXp5hk4SqtxtcWYzKVB1dpqsKjLbgyo3RBCj3WGrQFshqY3zK4M3iyludOGRELlDHk1GNLscaVpQWj8F6cQ1lJ/aIqSmFnJyUnEJUITQvOYm1NSkNQp6rJOhJXLcqALzyBSG4jKjbgxnz5Z36MYn2NM+/9GJfe9342z53ltV/6ebHwRc1i2lJUejghZWKAopREqhqgUTpJHqAoLfFohZksycaDVij9VXdKClEGp0RyCERWaD2WJCUDj8YVaF/CwMCGgFKFDLoUAguLiXbvhPFDO0x6zemJkWGusdjcExSoLpJtpmkiVa3kZJUdn/vxT3DqiU/y9H/x43zoJ36dz/3Fj/KeH/53+dKv/BauStw8CoAehuE9tihl45wTrlC4gSOeC5GLpn2k1JmN0qFSx+KgIedErxxei86udUK74kHbUdetiCmgrTiJcEYKD/oWlYSvE2YnZCVDYu8941NjkjrH8fVX8Vb46sllQWB1mdlyjtEO7RwpQRsURmVM7lHVOipmqqLCb+6w7Bqcqui6OcYKUoA0IuaIVhoWU7TxJApmzQzdNJgUoa7AWqrxBmpyivW1U/R3PkNRFsybxOLoJl3TY0dbrLp+GOp+/ds3xI57vgq0Dz/JZr/PK//yJlePoNxwrK87/vlvv87jz15meeseL95ckNc3mDdL4tEJtkvsnLY8erHimfc+zONvf4J7qwm3omV2PGPZJu7eOWbDZMrQ8PjFC8xXluxLJhPD+bM1DstUGe52ibtNI+znrNiqFRtZEUMiacvLr71Iaud8+P3vJBWei09e4s03rzHaPsXlt7+N6XTK5be/j6o74tXP/TbnHnmc67/xyxx85g06G1mFngvPXkG3S3J0EAcPbM60KZGMkuIYbTBGJBKlhEWitJFIu7MydELcIUaLhnxfl04RKTtAsJAqJuLhAf2dG6Ruicqa0aiQYlutUNozKT0nr1ynOdknxyBvwqEMgbQg9ydgKhIaU+1QnlofzMYizygCho4wz6gikrrEKrVkY7CFx7mC0HakGGnmLdYoRiZRV4n1kWJ7o6IsIpONinLdUlUaqw2F0hROYwol7AmnBaWqNN54tFVy9LQZYzXeZ4xV2KLGa40rJEqs1FDSqzPGOkKMQwN6xBUW5xwqZopxhXcGY6RNzWgHpiOnQFEVQnszjqoqqOoSZTXeBLSNhOWcm//iF3DOsXHuEu/88z9EOSqxhWayYahqy6h0jCpHVRq0HgbFqAflFllrsbLFTNi7LUUT3I89DwxzBToldFakrifHhIpifxP3jEaVYykMRoOrkKZ3JbvNHFE5QZ5x4+Uv05t1ztRQ6V6kDaOwtsBbR1lXGO0IoSd1mWwMMWdy9uy92nPnH/wIOd7h8b/yN3n5J3+GZ//CDzB6+D2sl9InmtH0IQuTQ0ulnfYFncl0RUmTLUdNxOZMVWq6mFgs5L62LPGjCVobqnENvqBrenKXBhlJyI1tE4gKRmtbVGtjqvVNfD3GjEdQjFC2INOjUiJNj6A7ZnJqG1vUjEaeqvJIlqhFGUvGgdYCDs4dtqyI9SkK75isb8BoLNyTbAntTE6VXWDVaU5mM3HFGBl4BqNoW3mfFeeu0JmKoigZb+5QX3o/XQs3vvI7HM0Td27dYHbnTZyrWd9Yw01GqOTlBP373L4hFu6sDeXBV7j95gl3ly1rTrFsYNEqPvixZ/nSF17hzsGUzbMP0c0XFF3EeI9zis21mnOPnmOt3uTarXvc3jugm3eEBMeHMx4+s8Hdm7f5wLue5GTWswiBRdtjsyL1CV/XHLeJedvhokHZlsunt2malqaT4tBZs+LD738Hzzx9jr29ezx6+QInsxMmm9s45VgdH1FMRrT3rnL31gHbZ85x7+prnLx+RGg7citNIsvbN0m9JcRAGiYdZTUeKsNAKSdvhmFBxwjDWRstDeooYhYCYEqJPLhLRGMWS5XW+oH7QxlDWLSkOZg2004XtKueEJMwq7sFzhne+tJNmuMDcTEgoHuV7XASkOdAiEAl1Xj9QctNjBEdNbptZccWRc92zmAGd4TKmWo8QmVFWTq8NzhnGK2VFKXFFjDZ3qJwRo6pZvAgm4wrK6xxKKVwA2+jqCy6kN1kURYYa/FlSdYWpTXOKtDCZ7HKkKOEkayWgWdR13JRsW4YxkLWg7avDSH1KJtxNuFsgRlcD67yYtHrOrAW50uUyRS+IEfxcr/2f/wEuiwoJjWjS48w2tjEeENVOZyzYld0VhYn63GF9HnGkNBJXt/UByExhqWcqqLQ/e5TGBl+n2NAOi2D1KslJdVxtiBrhVIJ7beALMCw9IBtgFY1B9ffYO/4DpW1lIVB5aElZ2CEK43UvyhpIM85DX2MkKPh1ue+BPMbbD7zXubRMXv9BS59+N/g9PqGSIAxs0ryvGgnKIUOzUJVzKJmuuqJKVE7hVR3aFIeiJY5YQzDBa4FMkYLalUNVMXlcgUElBVsLxqMNbja4asJ1XiDYryJMQXJavpsCM1COjGtFhnNQdMlccYoJ583bQfLrJzeXOFEfvKKlMDoQFGOxAKrNMuoaaNwebKCGFtC0KxW/fAZCeRuSUyWvmswPuPWdrhx602ODvZYNUv6+VzKOnLAVjXV+nmMNEn8vjfz8Y9//F/9Svz/8fbj/93HP/7B0jINio1Cc7TSXHhyi511w9WrR/jRBnmtRrct7ULqk/rY8fTbdzh/aZvDo5aXdxfs7i5ZLSPLLrO/d4g/PuE9732UNZu49sYRe4vI0arj/M4GFy+tE9slXzkKLBcL1gsDRMZVRSoqDucrnNGcu1BzeXuD4+mckzZx4cyIN2/ssbV1Gpd77t65yaWHn6RvZrx54zoXz13i5PAe3NjFf8cP8aEPXuTFT7/M5sYaLnQCIUqaEIVRHXrhaccoABqlxd4n7TUMerTYylIWaL802iAbsgetMwzMZ3lckQAUIUYWh1OWByeolOnagNGwCpH94wXV2PH8c89z6YkrnHr0UbQbiRthgB6RW5SrgRaFxuqW41tvkEKPSpGsFLPXv0xzvIRkCDnStJ0c1zMklcldTw49I6eoa8vauqUeWYraDosfuMJKC7sDV7phhC90N4gYL86QTIc3BdkkvHESPHEebTTGGpQROJa2BozCVV6oh0VN6lcUztGrKAv3gL2VIIcTi+Wg/3tfAhnjLUrL7t1acdRgEtokyAGtPMZ7VN/jrWV68yVG22eoz19h+8pTLG9dw+gW6xRKRbQyOKdROqCG05UtrLhGMijnyKnHqA4z2iJFhOkBoCV9mAd8qNIKtOW+rWS0uUW1dQHlRygzGXzdg9OCRM6BmHri4g7/9L/9Ud68vc9aF1lzmdoPC9TgyiALryYP7UmCbhV7m/SXGRav/i473/wRzn74+3jt7/yXnFz9JBsf+LdY3XyeZR+pC8tkawvlS+6sWnZXPcsUWU6XPLyW2ZkMcXRlWTUdeYCiGWMpJiNCzsJxUeqBha9ZNRzP5yhgvLYmvZeDFu9HBRr53PjCkIxBG09Zljgv1kPlZHCYcqSPkbbXjLZOCZI1Zog9RvW4eoLOlq2Lp9Gj08SoiF2HMwqtMrNlx3wRWLZzRqM1VIyYlOl7Ob2oGFB0GF/S9p6TW6+z2L9DWh3jxgV5dpNsN+imMwoDznuiVtjCY5Siaxt+4Tdf5If+o7/y177emvkNseNuQ6KsI2undjhYLXniIcvBnRnPvbQHdcGNW7uY2ZIyLTi1XTCeJL79o49wZmeH13cDt2eR3duHnCw6duct/fE+6znwnmcu8Xufe51Xr085XCWOkqbUiVoveOPmMW8c93RHc06v19S+ZPPiZY66Dmcd2xPFn/xjT+O7SOsrHnr0HCNXcnsvsraxwd7+HZKG9bLi7uvPw6plc7zO/tEum/U2zbzm3O1P8Kl/8E/YPr/FqfNjcpadSMoBY+7T9GSQF3IY+gnvF/Vm/NDjmHMeJBQrQ8hB85QF/75lSBbvwkodVYp5+Dtxq8Q+0zY9mUzMAyXOFBSFIdLyaz/zj2iOD8ixecABjkma21Oco1RF1hq3eZm18w+jnSwgXs1Z7s2JQUkZQRNlgq+zDPk0lCozqWGyXbC+46knJUVlcJWnWitwpUNb0X1J0hrincVZIzQ2Z3C+wFiDtwVoI9Q+NfRrpl7gUCqhcpJ4PAlDJkaJyRMDRSUao83CsjZmGHRaAylT+gqlEtaJJzerjDEa5zS670l9hy8sxjic82jvsU70YVc62fF2kWb3Jl73mNpz/kMfoY8RaxTVWkU91tQbFu8Uzil8MSyW3mFKJ1JAgjhvgAbrlAwgieQh+HTf552CDD6JUhhRjLfJfgTKgeohdXIRxwy7dVBhSbN7RFoF7txcsmYMzgzx+SzsdpQGo+U04+QCF4eFzSo9DElLjq4mrv2d/wx72lJ92/dz9AbU7Zcp186xXlqsK9idN7y6f8BJsihjMCcNT9QZ7yxdgBS16Pu+pKjH+KrCOEdoBcMao6JbtcTUkZIw0EtfUa+vkXRBjOlBglFlRbNYEfqW1WKKMyL55NgJSVND7npCtyIpS8gVvqwIvkb5daTkJgxOLsX6Q6fRusCoRLFecuZtz9L6LY7nLX22hLajzJCXR6KLrxa07TCENYq+18wP5zS718gp0beJ4zvHHD3/W7zzY3+Oxz7wXWw//gxlVWGLUoqzE3Rdz2i88SBT8fVu3xALt1Xw4l2PHUXefXmHV66v2Jv32PWS5d4ep7cqnNLYsuDxR9d577sukih49Uhz72DO3XsLZq3l3mGLOjzikbWCejTmS9en2PEEP67pTM9I9Vw4NWHvpEflzEhb3v70Q+Aq1PkzbJQwqTRnTmXe+/aH+PwXr1Kd3mZ9zXHz5j1WPWxurNPNjnjsbU/STGfMmoZqY4dl6XCTLarJmJvPPc+Gjrz62VsEKmIzozk8pms6Oa2ihyBMphvSkUobVNICls+SnmxDGPS8JA3tOQ11RgN3RGmMER1Xa0vOmXJzHaetEASj3FfroQ1HKazzQBYOBpntrR1G1nFya5+T69dJXYMajuBaSwox9728ibImm3W2Hn6MzYtXgEB3uGQyWUcpqbUyTuMKjTXSdu1CYnPTs7VTMll3FN5gfY8pCpyJGC18b5LE/8u6wgypQFc6YlxRFAVKg/MF2lp8IZ5tXxTYusA6L7tSYzGFw+iMKT3GO8pygjKaYlxK8MNZgdn7EuW9oD9TGKSjFjeaDANPjbLy3KqcsaMSX4/JJmONQun7C57EoY11OKMwVjG7+gL9rddZ7d7Abp3m1DMfwHiDs4aqKjA5U9QeazPOgy0VRTFYGgvpi0wR9HwfSBgFOgzhmdTLz5czmhajCnI2GK8pRjsYUw7RewVDOkD6Mhtyaskpc+/Fl1jb2iYnqB045KRntSaGoeQhqeH9FjFGyUZjkOu0FodQaDrufO6Q7tP/kMf/7R/k6R/+q7z5v/8i7/iBP49bLbnTBfYSmPUJIfSMmwXPXKhxVUnXW/pkWK5WWDS+MrhxSfYlIUlq1KDpVytWTWB6OGM2PRF3UCX8775fiUurqNAm086ntMuToa6uwuQWwgptDLFtaJdLUoosTo5ZLRbi+3caFRK52SWFBlLGVxP8Wk1IsFiesFyeEPpI287x45KtR9+JX9+gqsd4W5BSJPTiwOqTQuVOovKjdZqQmN69hc29yEfznr2bt7nz0u/Q7b/MqfOXMNvniYUnmoK+z4wmNdqEPxAy9Q2xcLdJ8Sfeu0N/7YBb+z2JgF2sSIcLtkcjnDdsbo25dH6T01eeItTbfPHqIW/duMbdu0t2j1fUy0MuqjlnXeYkGdLIkVRmtWrw3nNha4Otdc/do46bRytG5QhnI8d7JyznM7qbt1FF4sPvvYzpG164cci7Pvgs2kSO51POnb9AvVZyvHuPRx5/O3de+TLVxikuP/02CB2nJ9soIqtr+2yadWbLDoxicmaML6GdN2LSVzIoCghoyWhFVEY6GgEGtoOky8BaacgQ7W+A72cpNoU8tMtkQuoBTTNfya4pZUlt6YHkpy05Jdq2QTRDhVaK49kxp85uEHTkN//Xn6edHwhEJxnRshGmQw4NWIdSUJx7gvUrj5KM5fD1axLtCEki3MNx1BYW0wfGWw6/phmteYqqoKw9tqwoa2nkcU5T1A6tlLSCe4MfFbjCoHWi9BMZLBqFFGALECsbg1Ieo5x8mE0hw0k8Slu0Fs+GygLCiss5tipIucd6TaJFx4jKkhIEGZ4BmMpjjcV7I0M/ZyG2aDLGGBmSeiP0PeWwVYF3CmwipR6jNbO33uTw5U+jY4/b3oLRBlKHHSmsxhkYjSvKqpDde6GwhZOhqxEGTZwvyUMgS/xfSWygWqSwHHoyDUYpRutbqHodlBMrJ5qkhHOSs1S7EQVl8Du/8E/IhWHkpd3dDie7PkWcl5OUEtn8wcnOOQ9J0XY9fYqQNVFpUs688JO/SL7xa1RPP8ziyQ/wwn/9l3n7f/DXuOIatDHMjxdsNHOePDsieQXrayRnSdpjC2QguGxJXaBdSMdsSAJx0qGlOTkh9w2F0ThXYrTMH8pqIo6g2NJ3UpislKJwCa0D/WxGv+jpVvMB/AV9TJi1TXJZs2p7crbE6S7gsWVBPRlTbW2ibCWbIgwECKuO2fGU1DSgIs4a/GgMvqLppcCii6DaKW0fif2Ki29/gme+9y+T7AStxb6arSbEzNG9A8JywfTOV3BGi8auNdZaRutj1OjygzTz17t9QyzctVN8/gtXOek6dI7srBW4QvPwxVNMQ+Ly+S0effZhNi9e5IVXr/Ha9T32703ZO1FMpzMudoG07NGmZPOJy8zaFeGo5clHzlEZTTtvsN5DtJy7tM5TF7d48+4eNw4aJttbNG3LN33kKTZV5LXbS7p6h/e84zG+8uYbqGKDnckai9mCSV0xKhWvf/4znHniWZRq2P3yVzg5nPP6V67hUo+5fRfrAyEFjFa4WY+Zg/UjCccYiYqrjCTklMZoPSxcMlxUShbmlBj4JUNl2HCTAaR98HuJOQuYPfatLP4gDgptJIk5WAuNNqSs0Fa08N3b+2xuJDYmjud/+9PMb9xA91NiWgEdQkqOSI+lJRuHsltUZ9/L+SffhiXJsNNqbOHwtaX0HtsFTl/aYbxmmUwKTCEFEZke750sQFZjjcNYj608hZfWmpQ11pcYX6C8uFOUsZicyVYY1cYYKKIsdE5hai/JOduLd7rrpZxXa3xdon2JymCME465KsVGaK3Emr0aFrdGtGbrBLjvNBgljes5g9YYV6BR0kheWqx1xJgwvsAXBcYISbF0nuVbX2b77EXOv+P9jMZjrAFXe0ajmvnJCdYmvDM4A9YpjFe4wkFMhFVDmZbEnNEoDFmSkXloOkKhdQ8qUe+cA1eTtBnqACwag84JsgRucmyY3XuTqy+8znQ656xJGA1aqwd2QpD3YQjxgdSmtSHG/qvPe9bEkDBG0feR5kTzyv/0d8kv/XO+6Yc/Tj8bEa/+PO7cuxnv33MijJMAACAASURBVONst+TS9oQ+a7KqCb2wzV2lqDd2wEJPZjVdoLSlz9DP90jNiiYFubiP1iQxmTpCvxIPPh0pdMS2xxoHsWM8GUFKaO1o0TR9Q1CF/H/6SN/O0WFFUVaUm2fxSqL3pq6o1tYoNjZI8b5qF4htRzaGkAFlmC1XTHdvYXzB8XyftltRKouvKk5dvAjVFiF0tO2SvNqncJHxuSss5g3FaBNbrsnMLsuJMWjFYtWz6nq0VpxM51x/4zqruy/+gWvmH6Vz8u8rpXaVUi99zdc+rpS6rZT64vDru77m7/5zpdTrSqlXlVJ/4o+ycPchUxQGa0pS37OctYzGFfPVigsXdtg4c5qHnnqWw3nPwXHLwb19+mQ5OFmyFjPZJtZObzDecOzd2We+kBfj+vW3IPYUpUapjpPlCbWCw1lPHwJb45qD4ykbGyXzw0NuHCzZOrfJ2XNj7u0dkrLBuYr5YsFkPGK5nBKWHWeefIbV6oDl4REnHeweT8mxx4UWpyuyqelDZr12ZFrIinbVSotNTjLlryvsyJOdGnzXA6hfgTF+GEDen7Lft4PJLjvGQM7D9wzJxRADcD/NCNYIlCqEfoioy9U7RQmkqOwxSvoZ/URTeflAHl6/TeildDbn+7qqDOyEXzpUo1lDfeoSuizkA20NReGxTlHojM7SZu3rQna/GpRVOF+ACmSkCeV+ca7KDAumIdFhtCb0LUYF0dwVYAtslmbcrCQurYw4WMJqgXFeLoBojHVCW4yd/LwK8kC41miUU2RbYJXCOYZAk0H7Gm0N1lqRP3wFWrz1ylfoGCBLaW4xnuAKSwwttqzQ6n7vYIdylpxb8uyYbnVEoiMYjSlLAazqTDUqHwClnHOgpPRCETHWkFGo0KKC/B9yTgL5wjygMuZkcUWBqbalzYXhidTiW89Zhok5S8nC7N4h4OjahNMCL8v5q37x+84TNQxtGR7PGuHC3+fdKNQAPLNE4PDNA978Pz9B5oju7AXe+uS/5Mk//m/y2PYal09v0AJZF6Q+0KwajM44K++5pDKhSyiryRFUiGgsXZaLtK9HxF5OimSFURGtEoRA1y6HUycYJ/JfGPR86wtsUUMevONA7BX9qiEvj7DtEXmw2Ralw1ghNzZ9omsXpKaVntbYkmMmxB5f1DRNQ2zmGFPStytW3YrYNCwPj0irE5o20LY9+3ff4s7zv4jO0urTdicklQYfek/X9cQu06wa+hBYLBu6tqVrhF3O7+8G/CPtuH8a+M6v8/W/lXN+1/DrnwEopd4OfD/w9PA9P67u+4v+gJsyip3NmtL1tBSY9RGj8YjN0+u87YPPsrFT8Lnf/Ryf/eLr3Lp2yKypuP3WPXYWU9ZGJaEaYejZO+zYn/Zc2B6xnC6Y1AW90kTr2T/qwFe8dP2Qh85uoFWHKxXf/L5LXHjkPLvTxLvf8zam+7vs3jrg1JnTbDjLwd1rnL5wiePdm8zu7nLl/R9kNtulvX6LvZPM2qTmbU8+Qr1ec/UzL6OtJ4aIHXnhZHe9zPqUlSl9AHPpCg9/z/dy/qMfwa6PyFoTSFIhlrIstl8TPw/DGzPGTFYydZfBmejafUoY6wYwfSKS6UMvQ7mB2aG571YxqJAxBHIGpwpObV9mc0N2gz/3I3+L+b1r5DaQQ0/K3VfRraFD4ZCG8ZK1Kx/i0rd8BOU8yipMqcTup2CyVeJ9wGoJzhiT5INx32oVgwwxXYnR4MpSilpjxhUlSit8PZHCgCidmjktZBjoSpwZYstKFjJbjjGFRbtKLlEmE2kx3hH7JSor+r7HkiEHuukhum9ISAVVCmBwpNCTY08KUisWB6lFq4hSLbYo0NqRmplgc7seQyI8aLN3WFugFdiciYsj8v4dRqdO4zfOYLU4X0xOjCbSfemsQZlIURicVZhCShvoEt3iCK8WmJyl3ksNF9LUo7UsYKOzl9H1JlDI66Sc2DlBdtspkLsF8fAGn/qJn2Jjo+bwcMrYOQZc4PBJlHmDnAbvz1EyJidi6Ac3i8xWOqIQCQePeeo9R58/YPWbP8U3/9X/nvlbEd+/gto4TZUbsToCzarDJ0U2npQ9MSuy9hTVBG0ysV+R2wXz2QxiR1HU+FFJTLA83kPTUNQbLA8PWTUzvDFYDc4I12e8tkHq+kE6MRSVwzmHcwrrqyExGUndQhgiuUVXNcbXZOvAgK8nZF0QkiLmQNcGUuzopke08ymhh/nJHK88RpfoFOiaJfu7e9y6fcBqOSW0DffevMf1555ndbKHLSZoJRf50PdYm5ifnLCa9yQER7tctTTzKTp0aG0He+7Xv/2hC3fO+TeBwz/sfsPtzwL/W865zTlfRdre3/+HfVMKmddvLDlaZnqdefzyQzzxzqd494fezuy44blXjvjUb77Inb2e6XTGbPeAK6OCs+dHbGxYPC17M8kZndlc56SNjNcrrh6vmCtDVJZFVsy7jHM1Nw53+a4/9SHe9fQj3DpaYeuCCw+N2d2fcub0BU6dfYiDe7votQlrGxvcvnOTR97xTk4//ASv/95vkY4b7gZNbTqSsdw8arhy5THO5II+9hwdLSh1YlxP8EWJ0Yo+BNosLSTFyLC8c5UYE/WkQFuhvyUlFD2jLbKbluOr106iyIM8gkqy04k9WonjRCv1wOeqURJN1/dP9+ZBNB7kQpmtwqDJKnLt1dtUtcMazXLec/VffJa8OhHAT7qvt3uiklKGpI00npQbnPnIn6U6u4EvnBxpxx5tAkXtKOoSU+ZBvx2L19uCNRlXeNGKdcS6ge+hsvCVw9A+H+WCZWuHMQpfjslWrJFKZVLo5blSPVn3xCC7ytQHVLZo5VApo5SFGPBq6HIMCTeZgPVoJRJIVJF+CI7EGKS5UElNc+xXksIzJcoUZAX1ZI24arHOo4zHKo0uC4wJJJNIWvzkXWxZ7l4jraaMJhuowlHWpUg/VlGPxyJ9DGUP2jm8VzivUTaRVz0sT4YIfEBhMDoOcok8J+Pzj6HsCD2kLeW+0mwuDfKB3C+Z3r3DK89/hfVS0wVDYTJGa6xRWGPQKHKUhhyJfovGjdbDTGWwpg5uo5wGt0nK5CCDuef/3q8Rdn+V03/6B/ni3/gbvPsH/1M4/SybI8eqA1tU2NpSjdZRhUTFS1egaOlmAR2l+VFrjS0q2nZBTpHx2pj1nQtYU9AvVnSdgtBL5B0hGmZlpN4s9sS+w3iNHU0oa0cyhjYlSEmGfnqMMgW+nMhnL6ygz4QmoVfC+nZOPOMoS9s0kA2u9tQ7Z4m9pTl+C6cTxfoOpt6mMYK8WC9GkBWhz/Rd5uTkgNB1pL5D3haW2fGS+eEefX9INz1iOT0hLubYwmGMxlejf21lwf+hUuqFQUrZHL72EHDza+5za/ja/+umlPpLSqnnlFLPTUMiGsP5y1s89bZTPHLlNDdu3uHlN2b81u+8xHPPvYFXlirMuFRkdoqMLaUCKQVN12VOVxkbes6c8WwQ2d0/YmdL0lfLJInBsxPF+z98hW/98DPcurnP9f0THn3sMqoL7B8vufjYY6A6Tvbe4uF3f4D58R2yUjxy5Unu3b1J38/RruZoEbh8/gwny8Dk7Gk+9J1/hmuf+ATKepomgQ6s1zWzowU5KPqk5AXLCjMqycdT0qJl9vpXSKuEclpcI4C/7ye25sEHRap9B6kjDaD8LDuMRMJphdHi4riP/0Qp+pjIiBtFuvXk5e5Th86KSESjKYo11nd2qAwYpfiFv/V3Obj+JXK3JMWOnOSorpUj5/AgCJKVxz/0LJf/5HdTTGpcaXAx4nymHDt8KR5l5x3GJYz1ok26Am3cAyiStiIDaG9JfYf1EnMXqx5oX8lx00rJrHUd2Yqmn4cGEZu91BVngzUJ1bcQhKdiUOjSkxxYV6J9xqShqk2J9ctaLRKKUSgt7fYpBIzS+HKMUYa+m5FI8vu+oxjX0jqWIxiGxbRDJ2Gg22JCaRwqdMyufgm3PqYYTzCjCb4Sb7a10n6jTBxsdgZblZSjErQh9Yrl8RRUYGAKShO9jmirmVx6HD06BcqSlB4YKO6rScnUE/olh9df5MVf/ISoKFlRW+k3NVp2lUKAVQ/cSU7JblxnOekZJwEoax330bNmuD9WkzWEkCDWXP+5n+Xid/8xZnGN3V/7UZ799/8SdXPCeL3EePD1Bs38iHZ6zGiySb9cEtuWFBtSTrjCUZclSmWKcozqWxnymkA2mmXbk+il9i3HB0PXbrmU59EYUo50s33idM5s1TGbtVjv0dUY5cZ0CFrWj2r6rmF+cEKfFBiPsl7a2kPPolWkrpPFvVthYibP7lIosR3G7pjd3UMO7+wxDlPObEoOInU9dCu0N6yWkZP5jK5LLKcrrt/bY//eMU1nODpZMV00NPMpfbeiW60IjfD5+ddgB/wfgUeBdwF3gB+9vx5/nft+3ctGzvkncs7vyzm/b81prjwy5qmnH2ZzbcxruyccLY758uc+z+KkI3YNj2w4TlWQChivbzBdOd77n/xtzl/YYlQa1s7v8OS7LnP16h4bl84SjaK3DirLOz7wNrbPGb7r+z7K4uSY127c45EnLnHl8jY37+7j6gk7p3a4+srvMT7zOI9+6MO89epzvPNDf5y17TXm8xnleIfRmYuknHn46Sc4aDre8b738JXf+yK/+JM/ietKZk1PUIqdSUFzvIA+EGIkDgxmpRWpaVnc3WX/hS8zu7XLcrZEBymo1UoJ8W9IqSmjCSnIgoIaoFOKlHrZSQ2aXyITU2awXaAVD3br2tgHH7T7pcDWlFg0hdIE1fPay9d57dU7XLiyjlKakC2//eM/y2L/LqlpSH0vOqLxaO2GHV1+sBPffvZPce4j34pzwgYZT0qsy1Lqqz1KiZZqrQLCg5oqbx0qJbISfdNpqEopw9XGgc2krATIZcQVk3Ui4cSCV1YCx4+9xL77jhxbdDkiKTM4ahSJiPSmKXJo6Zs4SLcis6TYE5uhkzFnlM7E0KGdDDdRoL34obXWJGcpRmsyk4gR7a00l+eIshXJQs6NcC7KAmsLjNP00z2stvTdEqUdvjIkAkVRSc0ZmtIp8WTXsnvTyqBDwpOl5Dd3ssCrAr+5zeTCU2grOryo+EZmIymQYi+/2mNe+fXf4dd/4bfY2Ryzd9ywU2qMGiQwZUSGSzKbsE4QC8b4gUkTxaWkDDFK3uD+Ap96eV5DiCQ0Xeq4/Zkjus/+L3zkr/99bv7jz/LK3/wB3Pv+PcruCDeesFrOqL2iVMIbb1OUhLBzJMTOor3HDcRJV5ak1DGbLWkWc5ROrG9viL9egbEFqhwRsyF2gRQypfW0AQ6P9gldhwodsVtRTjbp0nKQEB3z+YLFKhOtJ3YrQjtDaUWXFLN5g3Oeoqyo1kb48ZpknZISymK5wb3jltVsRl062kXL8fSIvm1lluQcbdtQugJCR4odTYpEHHdOVhwe3aNbdjilqYqScT3Ca0cKgd23rkk69ve5/f9auHPO93LOMYtf5e/xVTnkFnDxa+56AXjrD3u8qnZ88Du/ldX0gDTe5PrLr/PqS3vcPQ7Mju7xxMhycrJibTRivvS8sXdIrHp+67/6Ie7c22d9o+at2yd88fmrPPboed64sUcajbGhYeR6NiaJR8/t8Knffol7+ysunt5mvuiYzRvGVUVdV7zy4ou844Pfwd2XP82Ln/pVzj/xLPeuvUyBY7x1lvndWxy9/jLWeO7cfIOLZ87zxssv8chDl9nc3SW1MujLOVNvjlEa+jRkWYw0kCgUq76jbwPNckFetvTTFV3Xk7NBIzYsa91g48oYZdBGkpJGmwH2bB7o2yj1VfQnssgoJS+stTJUk92UDJoSmRQDUYM1Coch5czdm3e59OQlND1GK178zAvc/vzvMXvrGrlfkfsp8jBW/p2BPJeUIftNtt//Z1h77B2YosSU0jBitJUAizEPXAv6fqqRRFRpkElKrHPiX9FgnMU4g9Eeo6J4z43FK+nYNAqI8cGAM7bSsSi7eEXoG6wXvVoBOQeyVcgZY9jlolBJQe6kWNeJtAGd2DDdCLJA9WOCrCxRWUII5L6jX85QWaNSj449qWlRRSlHfONRWRgpJiRwBmKPVZYUluS+Q3nR/q3OGIf87Ep819bLycZai3KRsi7JYYUhoK1FxczGpYc5/fSHoToDyg6D7Pu6diKlgIodYXXI9Pqr/MpP/zKzPrFuFcfzBq/TQJuMw86ZAZOghe+SJa5Nls5INQwk71vk1DAUx4g91XmD0tLukwJ88Sd+Cc1Vpme2aH/vkCf/9DvRTUuhDTp0rFYdXdOxOt6jGldoNL6sKEY1lJ4uSmdm4Sv61YJmHjAp4bWiLkrRtcuxXOD1MDOXHxbjRqTYs1z2kJ3IHK4EN4IwZ7x+isn6mhA5Y6SsHWub6/i6BiyzZcdyMceZkm42JfczaBucHsicIeLXtijWTpGLbarC0s6P8IUhNpGuWRHaBbPVjNgqjOkptCGnQFUo1nfWufTwBY4XEIPG0LFWWzQRUkvbttId/a9aKlFKnfuaP34PcN9x8kvA9yulCqXUI8DjwGf/sMcz1nFy/VUWqeTmV14jRUsXE6HtWdOG7Cq2z2ywd9yhPdRrFZfXSkw1pihHzFcZV2qefuJhXnvzDg898SiPX9ym9hXf/LEP8NDOBlffOmC16nj8sbNEXXBy7y5VvUZZ1Ny6/gYf+75/hy999jfIfsxT3/RtHN+7SUiZ1XTKmy88h1GenAL39md88Lv/Aq+//mUm6xP62S46KGKSN603Fpv0A2JdyshOENkPieKR0WRWrYQ3UpIQCOghqs4QqhnIgFn+rLQWxsl9CwZCmMvDFB2dZFEertRd18ouP8lijZbHVEYWe6MHzZuE1xVrp8+ysVaQSTQp8uonP8f07h2pmIpIIzyyo78PPwJZ1OzaedauPM3a5cdQXg9OiSHKrQ3Ka7QVzGZSClMUckGymtiLd98Zi1IGjR3g+AnlRD5RCaKWHb5CwBAK4XMUZSV8ayd2R6MtsWsxZYkrx1hfyhxB+8Ft44AkO/W2Fy09G4wWvVZhIfeEPhJDwNgs3OduLk0vxqFsQYwtrhyBr8BZmtUKUoCcySR57RF/uxlYFOX6Jm40ER1ZSUmCNUqgf8j35dRJOTEJFSVdaLLo2yopkkqMTj+GnZwWN8iw0Ga+mqjVKcuFJ0RmN++wDIm6knBPjBmvs+Bu70fas7DavROZIav7Ya88BEEM5MEimAQ5q7Umhv5r0rvyllAaummC4zs89v5vY1luE577BGbjcXK7xNo0uH8SqekkMOM9Rkvc3ypNOamwlZeig6Yj5I6UejE35UTfx+EEauT5lloaUuzBBJqoSCnQhZauFeaI9iLrVHUN1hMGT3xhNHbgdKesBnlRk3RH1pbYQ2gaFIFuMUN5T6sUOgZKJ3bWiGLVtw9MAqs206wiKXVo4wlKo31FUjV9v0K7EeVoNCCRIfY9MUVCaMFYcvj9d9vwR7MD/iPg08CTSqlbSqm/CPyIUupFpdQLwMeA/xgg5/wl4OeAl4FfAX4oi2/tD7yl0PPKm0cc3Nrl6htTXr+2x+NrhksTzentEmMUNw6mHBO4cKpgrTtmuVqyWcPdxQpvFfia1w5OiKMC3e7jK82HvuNZ3njpNT7zqechOx65dJb5YsXR/j2uPPNOso1cu3mbR59+kk//3E+zvf0Q26fOcXz3TUb1GiRP0waeeOoZjmbHHEwbnnrX2/ln//OPsXX5SUanNjh+/k12xhNWIdF2LdiG2eE+XRfIOYhFbChujUma2w0a69wQchj0wiE0kpJY9tTAaZaLruxu+iiPR4a+lQ8ySDglIz2TIBfCrMA7PzhahgHmsHOPSXZPhTGgxDsNgU//6hd45v1X5PipNb/9y7/KL/03P8bxzTdkuNLNAAWuRplKJBil0VkTdM36u7+T09/+5yh3LmBcQSZiCyea8+AuTgSszYO/XA3MZC+t2QSsBayRhT0niec7B9YJplQpkpJUo9H/F3NvGm3ZeZd3/t5hT+ece+5c86RSlVQqqWTNki1rsmxjDJiATSBgQhYQ0ukkpDthJdD9hV4rEBaBbkKasGLCFMDETUMYDAZPsiVLlmSN1lAlVZVq0q3pzmfawzv1h3ffMr3aofOpW2ctraWS7j117zn7vPs/PM/vSQgoQpKi0wJlPK4dHck0ReqExozBp62ZSOGDBlxcUkqNyguESKJYTKRIVUQFhZekeRetFLaxlKMGRBHxtLbGugYhNHVVRjmg9+R5EsHewqOzLiJNo5tUCEg1drQGzSS6TNPk2vsRuxgVF862RKocnScIHbDGEeqaerKOFBapAvP7byLbdyui2I4XGil1q+ePVZ33Nc6NcPWY0frb/Jdf+A+kmWaxqyhHY7wPJO1QU2qFC45EtJR271Fbd2bp43OGgAsWH+J4xQsf05eEiIwYlRC8xDmQXiK8hKB54Vd+hd0f+lts+9DDvPRr/5Gb/9Wfkq2cpq7AG0XwKb62mMmYgEfn8T0WviFLNTpJGFc1zlmstWSqnQbqCICSOMy1kWF8TZ0NWJExrg1KRbytF6CloldEtk1tG1ySY5uAKyNGNqCofGBiHKUBkWQMJwZd9HAioa4t5XCTpjZUzQgzrvDjFQoxRumoZnJBkSYBl3VphCYEh3N1VJmEiJYuywaMJXhB7g09DY13bJYlZe0QIsX56LEI/r9+dP63qEr+TghhZwghCSHsCSH8egjhB0MIx0IIt4YQPhJCuPTXvv5nQgjXhxBuDCF85v/t+QGMFyTGceqtTUaTEQfnO9RIMBbhNUtjw8xMj77QDAaCbn+ObjHF2sQxk3o2q4aNjRFTSYqajNl39DA37O7zwjOvUU8snekO/ak+y2sD5hd3s+/gYZ587AvofJFOnvLCV5/nw//dP2FjZYmmHiJlyubmBgZLb9ciZ46/yHs+/BEW9+/g9ede4p4PfJTyygn8+VUK3cONDLWxZFnCocOH0D5HJwUBgSMgkwR85ClLrbDBU9cmHsCmaefOAplkWGuRSkXgTbuk9Lgo42NL0ixjxJaIo4/ggCBJlUQJhW0XnfiAElEl4H2sHv2WnVhIpAwgHCpEluny2UscvvdeZqdTLB6U5uKFKzz1279HdfUtfF3iy3UQOWR9RNKJ8KK2TQ/JHNmuO5l970cJM/PXVC1CJegkRaUSpdMYhKoVMstidSFCG0XWR6R9vG/QSNAJic6Rrm3dfYMUliA1SIcZD7DlEN9MCNWohSF5pAkE5/DG4Y0H7WjKkpdffxuZxFzPpChA+ohJVfHm6ExNqKrYWYhY0VlnSHROtz+F0pEgKIkGIUGIC0DAp0V0joZoaEHGatWnCrQiuAYhwOJJVFvZyUDS7USqoxZkeU6aJmgd04dQkqzQkCqkqwgCkpndTN/6CDKZQqocqTKCcASRRCC/q8E1eFfhygGnPvskpy+N2TGV0VUJNZo81aQqqoi8E6RCgozwJHw0fvmWQrk10xYyykodoNtQj8jEcbGosE28QWkVU5ocmOWE5U//IgcfuIdk0sFyifXiDnpFfA98cJAobNlEEqCQpJ0MnXcIHuraUJeGIkuZm+sRkg5BF2RZhixmCErFcVOb9FObCEG0jSFJMrJuhyRN6fQLgk6wTmBMwmD1KjiPlJ5Ot0fwismkxDpNbdrlvzcUaXQNp70OoujGrjidolwfIQjIIieZmmNY16ytrWGrhso58jylyDX9Xp/e4k762/YTdI9GZqwP1gmTGrd+CVTC5mjExmhIWVmcaSjLiqasGGys8M1Xhv+NB/f/Fw/vPM+8sMTehYyje+apJpa5mRnKJGddBg4sdsispQkBF0o2hg0Hb96LF5p8YTfFdJeZxGKbiu/6ex9j8+3TvH15gswL5nfM4lXKcLzB9YcOcuHCGXS/zy3HbmTt3NexUvD+D3+IL3zyP9Ff2EfZBK4sb5DmBc4FVpaXOfbgg3z6U59kfbXkgQ89yrOPf4bp7YdYu/A2RSYZVp68m9Od65HlAittq72WOBODeV1wJKnGu1ab6eISMsKjVEzAqEqEjwqTiGYFfMAY25pu2k2zFLggaEGgrdIjsk88cayipI7LrNZ1qVqHpfcBHQTGGVKtSBG4tl0TUvPSi6d46FvuQYtobJFovvInX+L0Y09Sry9HPXB5BcwEoWcRugu01Z6UOJkg976Xmbv/Nnp+P1InyFwRshxkci3XcQvTKkSII3MRq3DfDJAh6qeFi1b7stxE2hqCilVfHatc1SvIii4+xDg370qEafCmBCTeVkhhcOUEneXccng2zphxBGeph4OYwCg1aXcanaWEVKFIo5TORlu8x2Aqg0BhrMX5MqqSE+JoR0pUm3ovdFzQ0h7oEkWqNUqlWCnIkhwkJElE0EoMKk3Ikgzv69bSHo0gqU7QnQSpo29Sd+ZYvOMDiGIHqCTGlBEIIiNqsA04Ew0jTc3qqVf45L/7TTrdlFwHxsOSYW2YTjVK+MhY14I0y6Oz0jt8G6GXKh2BXUq0kzkVA3h96xeTtOiFbyidfIjXNEGBlpjScPYzz3Huj34Le/hOXvn4Ye74N39Ix5gYeuwcto7zfqXjYlKlCbrXZ1xVOGfJipSkKKgNMemGQNLJ6fZ6hMbiTYMx0fcg0jS6M1suj9ISnUCWd1GdDhvDMcPBGOoGVw3QWU5jAqPxmI2VDYQvmepPY5zDeRUdzKZmc2OFgEOl8xSFoLdtF3U5ojc9Q29hkalth+n3+3jjY9cbGnr9HnJ6AUlDkIqgNakw7N65i26agalRBCZG4CeCajhheWUdMylZX19F/N/09f/Pxzvi4K7KhnfftoDxI5qJoWo8py8uk3Zycu+phut0Eon0DTfcdpi77zrA2c0a5jNGVy9TVzUPffge7r/rOl588imWB4r+jjk6ieLy5Stobzl40xFee/ar3HXfI5x66ikqp3n3x/4+26Yaefty8gAAIABJREFUXvjil9mx/wAnT51kcdcebnjXMd584wQ3vuteXNnwxGe+xIMf+FaUmfDlv3qMQwf2cfr411GrDeOhIUjidhjDxTcv4L3EeDDeoVoWcatZwEYhSOtqi/dU62xbOXsQHiWjzA8XIktaJ63xJkqw8D5W6K0+W6hIcIucbNHOtT3eb80u29xHEW8GXsbDHRGfT/g4V0dIjn/+abIdCdJXIBVOWLzM+D9+7pe5+PJzmNEKoR7gxpejwiFfQLThvVsKhSA7pHvvp3v3dyJmdyJcQHkX2Skq6q9dVON9g8fQNHg7ju7AsDUDdXhvyDvdWBF6S3AGpyVSp4S6ojZ1S78Dqbv44FFpCr5ulTwxbTuUkaCndEFoIrcj63aQ7Qza2ni4jyeSyysDVNolSQt8EoH2WVqAVm0ocUpwFjdxWFNhJzGQWakMY2qUjW5IqaJ7Ep3gvYmHMw6ZduIhJKKZSGiJ9w0qifN72RpbkkSTJjmZUqjONDvv+Tb07AGkKgiivYhErAq9N9Ae2L6eIJsJf/lv/xNXJoHrFruMN8akSrI+asi8jUAsEUgUQDyg8RKFb3XN0ay1tQCP+HjfHiguppyHGJDgtopUEcFmQsYAEtN4zCjnzOe+xp0//BHsikIXiitVQZ4rQhrQ/S55ZwaCRuuociE48v4cWWcGJRVNExAGlJd0iox6NKYocpIij5V5kAxKS2VqhEpJugX53AIhUVifUlcN1WiCrz29XKJ1wWBzk8ZamqZCK0mSQb25idtcQRlHLmu8h8lkSKJyqnFNXW9ibYPEMDU3B7qLtZ5MeZKsiJmWOmdleZ3N5TWGm+tMaotyDdu2zTLdm8Y3Fc4ZjHN4X7M42yFoDVbSVI71iSFJOsikswXp/KaPd8TB3SkSOr0uqctZqyU7Dy3SUR49mVAIy95tC5y5sMKdd17H6TNLnNx0vH36HMOzq+h+wSMPHuTVl87w+rk1apGw/7ptbK6MIQSuO3iQ4XiTC2fOc+jwjTzx53/M7d/+HaRyzJd/5xdwvRtY2Ntj6exZ7nvoIU699Bxf/dznuO3Y3Xzhj/6Y/YduoFOkvPzlLzI7Pce2hSneOvc28zInkxrvE4LwyESTOod3HmPjhS0EbYUW6X+1swjRco6JyS5SbfFDQjzklWwXQICI6ehSRlMNoYUtCVCemE4S4qJTyqjECCHKuoSPkj2tow1Yby062wWWauVnWRKNO/hI5LPWsWPffdxxz4F2uaaRARpd8Mmf+tdcfP1FzGgN1wyxgzPRpFMsIvIFtlo7gcMrjd71Xqbu+UHUzlvxukApsLaJ6g1nopSuNUSovABcK4OMEWzBW6SIy1Lv48wviHh4+HKMzDpIAdZUCBEBT0ImmKaKQPxWB+t9E8MX8k6UUSZJXIaJBCVg4+o6ZryOn0zo9wJ7DmwjSE8o5unN7sbLFCsMri4BEYH/SiK1Jc27cUmeFFg3IUkSvNYIkSK0ROiCYF2rV49SPW9rEp0gsgTa6CudRDiUkpG/rTSk7WjJpQU7H/0R1LabQeWgYoeDaBU+zravZ4lvRtjxKl/7g//MF59/g1sPLhJKiyZCuIIIpDq05qIQF+PORle4ABPichMpY/g08YbvQqD9U4RShYgxSFs+dTSkxsxKEaL8MzZTFdr3ufzZ36V717fy7I8t8Oi/+RLFlZPM5ilpniPShIDHOU81HtMMBmjdYhsShQ2WrNAkucY6g0i61NYxKh2DusbUdSwCrENkKaikHWul6EwwHpVsXr5EEgZoBU4IqnGU8U3qisrGEGeBwBlDt5AtWCoqPEwzJE2id6FpahpjcLXBjFegGZBlgs50n978LL1tC+T93QyMQfuSUFeMBuuYwRVuuOMOjjzyIYr5AxgEnSQnSzWd2RmS6dl4XXtDPW5YW1uPC9f/yuMdcXAH62g2xlxYqxjVQ7p4kgD96Q5zsz1WR0Puu/8YA9Xh8NHbufz2OXb3Z5nfsciD772By2c2sUbgq4ZdOxbYHEQ78PadO1jb2KCuHQ988INcuHyRgw89StJc5a2TS9TZbubnNBfODdh+4BDnv/4cO/Ye5e77H+WVl18in4qayuVLV7nu8BGEC0yGI+aLKfx4iBNgqLFeMtUrUEITRFygpVkSD2YZ02qcc62cSsV/FyKG+roo3UK0H6AQJU0eT4hkzvhhaOmAwYfITxCR4wCynV83NE0dX8/gQUUyYHABQWRrqzZNJghwrVROS4HwodVHgxCBz//Jn3P47iNoEXBYbDAIH5iUjqVnXqfcvEQox+AmhGo96lt0hhQFBB3VD3hEUqB3HCXdd4x07424KKZCiognTZIcJ8DXFcE20Y2nBcL7lq+sohlHJQgaUDouEmWK0nlkaidJJNp5SwixZU7TmG4T0njDUzqqW1xVIbwhCQpvTeR/JAmzO+cj8Ms6tIBmtImfjBH1BuXVJbLWYafyLoiYntOUFTLroJIk8kOEQKsMJwRCtuqQEMc/zjcEE2fHUoro+twCOgFJWiB0RpoXMVcztCAnqRhjmTl2F+niIdAdpIpjEUQadZ/YqFN3NcFW2GqdydolXv7i8xgn2L6tYDSaIKXFeUku2vSXrQ1MPKXb6yYaxYSQ1zwDQmiCi2wZLeLOxvvQGsBidayVjgAvGePPbPBRnycFxsZQjIvPvsHMvh1kZzcwM0CtcJvjlkHtSYsMZ+u4ywgWX1VYZ69ppzwS4w2ucnhf4cwYSBFexJg5ZIyhSzQiWGzVRLewTLAu0NUt9iG4qIxKMqrJkBBSJuMS7T3OWERrMmqsQ2uJqWu6U/OkM7OUI4N0LvozTIW3UYYqbImTmuAlQjpmd+8n6e9B2xJrAkEqysGYi2eOM1m/AnlGUBlOOIQJ8dNiQ0xWIkEmMf3mb0CVvDMScP7dz/3MT980VTC3e4b5RDI2gQP7Z3HCUCHppF3KsuHUm2fZvHyVJKRsO7TIuw5N8eaJFa6OSvZct5e812U8MfSmZ+kUigunz/Le7/o+dh/YyZc/82d84Hv/Lsef+zJsv4mb3/swvb7hS3/5Ba47cAtLZ0+y7+itnHzla7xx4gSPfuR72Ly6xOqVq+zavYv1tQEGSZ6k7LrxJt5+8ivkIWF93CBUwkwWSAtNPTb4AMbGGWdjGkKrdY1jga2qdMu5J1v9sEQKSXDxpBZSooTEetfqOaOBRbQMieBjJJUILeKz1X+H4FAyjYYcfESY2nYhKdsMSyKf27cGnlHtQYSYboVk+a3L3PGdD3H2qRcYNaJVnsTElrdeeo3ZboFOBfn0dDwAhEfms6CnEDomWsdZEASRoGd2kSwcBCGxw8vgmuh6xEVLepIhRaysVMv9djKm67jaRHmeAC9slIM1NrK0naelIbUVYOSAhBAPHulF29IHJAlCBSCyyoWIzApbllE7r1KsizFgQmfxZyem3HgRl346TciyLq5lv8i0iCgCITF2EpUyShN8g5Rpm/QdgyWEFqikiF2EUnjnECohJYbfCuISOQiBLFKk1Likz+KjP0L30COI7p64DA4eyBEytMtqB2ZMsGPMeMill1/gsd/9Q/788Ze45/A8C/NzDC9v0FWK5bKhkAkzuaRQkrSIxQVyaxQScO2ogxDQiYoKGxmrTSGjjT5ee3FZGfXnceYnlMKZSKGUwuMQIBwyCJKg2HPXAdZOLjP//m/l/IkByfkvke7ag1Q548FmlG/qFGQaJbQhIEJU65QTj20MnW4HsFhnsPksYbQel+MIVJHG2bzUhDSjHNWMS0shGrJOF4PCBcGkMdRVTd00JElCpsG3ZFJrHJPBBlILnM7IshmEtHgTU5oa62ia2FHrZEsJZkE0qFRFPK1rKJSiaTxZ4unO7GB9o2Lj6ipX3j5HqjWbq6somSOUpZiaojMzjZIa4+JCvNPJ+MLrl/jxn/jJ/+WbnZniWuzV/4+PfVNJ+J3vP8rG+SEuONaHQ2a29di9fZ5Tx8+xVlquv+0Ya5evorophw/uplxeZ2ShloHr989wacWSZpq9B67n0ltvsLE6Yn62x5mlJXQxxQPvu5/Pfv6rZNMdUley9OYSVW2597338ubrb3Dvu+/jySe+yqF33co9Dz7EZ37739Ob2cVksI4Derkk0ZJut8/y5cu4Vy4TnMFYQxAdtk+DazyNiYeu8T4G/sqExpkWrRojyaw1bRBqj6os44EuIjvEe4cUKQhHIOqLo+RPt7KlOFpwLtrVCRBaPXaidGx9g4scb2cIUrUtWGw9twyDWsfFqQ/w1kYdcy69wITo4Nx9wwFuPLadZ7/wPBeWK3QbXKwTibCWqbkpPv7z/xOLR24l6c2jOzsR/V3xvmQaQnmF4A0itJ0DHmE3MBeeZvzaY8jJ20jZBV8h0C12VuGFizJAKRCuvXkFF0c/WkRHpCcyKpoaqSTW1WAdUuetcaSJQCtyPCXBx+WhTzKEtfjgkKQEaqRMgYTJeI2808XW46jSac0cOi3i2KtIEELjK4NIExKVY4JFJQkiybB1idSRcR58gCCjHFQnyCAwAbQPUW3iTfv/A9JbXNkgkwTnLdZA0B4xd5DenR9Dzx4BmSDSabxv4qJwy80Ymgj/b4ZU4xErx5/jV3/8Zzi9XpKIwD/6Bw/x+J++SF4ZnHWcHjoOTyl25Ioiy+hk8frxIlL/pFDXovNSFTXm3rv4c26xbpyPXUO7nIw3LkV78kdTlBcI7aJhxUuC9CgvKHaA7s8zEie565drvvgP7mPvoYSh7FHXhjzrgK9J0wKPQSUF0ntMqLGNIxiBFDXWedYGNYsH97K6tEK/I1F5j3ZCjsgLmhDIdYHWGc1kA2ctjQUnQOGiPryxdLbm+42jasaIoPBSRDKhzJAyMLM4h7WBwfoqWinisDOJ0tVEkScKpXMaAZ1Ol3pSEhCsLl8l8w0y7+CMYmM4QkpBaSYUqUaTIFEkPY0VCmssndlFxitrCOn4qU89w6lL699UWvKOGJUkUnDqlatMGs/auOTwLbsxI8vV1U36uxe59Z6jjAcjrju4nZ2zXZaX11lPcxb3LrJtfpqlSxP2Hr6Jm+97D1//yhfYfuAWNusBS7Xge37sH7N/33Y++7nPc3jfHlbOrvL6S6f4lu/8CEeO7OXimbPMzfZ49Zmn+PBHv5PNt1/h05/4txy8/gjVZMDMVJ9EOXYfOMjU7CLro5JjN+yhEBIZFFlnmn4BqdJ4L1FJTI2hVWlsLd+25svxQ5CSJCn1eNKaGTwCiZBJVIxg27T2lkkiZXTsedmmvLfQnxYAtPUmmuDwOIQI1wwFwdE66qL9Xak0KhHa+VmqJTlxKeVEexMPgbffPMMNDz7IBz7+MIUEg8EGaIzFCsnmYMjv/7Of5fKrz9FsXMSOzhLWzkI1hDSFqT3IdCFqbIkFOHqGZN8H6d/zcbL998dxgoRAlG9JGZ2iQecoYvxZEIC0UVkhNMo7ggu4ZoR1JcaUOLeFJY2vpZQKRRIxuEGiZeRtUE8IzrVdTY2QGVU1ZnNz2IZcJOhun2xmlsYalO7gk6jKcbXHNU18D73F2xJva6rxBqEcRR6LiqHF6DS6Q3V7LYgETUBoEZ2GQjMcjZBC0tgaUXTA27h4Fp70wL3M3Pcj6LmbCTqLz+MiAyUEH1Ujpop29qbCTEZcefUZPvHPf443NwxWwA//wB2UlcNNPHjL5Ul8bTLdyhWDpzG2DdtozV0+7hi00t84tH24hvVVxDFPHKUEXHzKiCJo1SXt0IVUqG8Ar1ojj1lz7Dp4PfPVUbLFhvt/+k/pT+2iSFPyPCFLYpdo6hLVooDrpiI0DcFUGDdhc1RSuQQpJGa8wdz8LGkxjWzHS6roUm4M8JsD6o2r1JsrmKoEHyPXmrJEBEWWdulIT9ZJmNq1m1FVt6EZUUueJSk6NPS6OU1dYZsahSZvw0mULzHlkHKwxqgcszYe0ZRN1GyPh7hqwOx0h/6O3Xid4eUWYsDSTCA0Bq1j9zIYOSbDEm9hsHwFLT3Chr9xVvLOqLh7Sfi59+zAGMfuuQ5LY8Otdx1BJZI3Tr5N4wXvOrSDt5dWcWmKaSq279yGaQJVM4mckdeP4zwcuekoL7xxjrvuvZVybZnHn3iJ6268kW1TglfeOs/1h44QNi6xsVEzNdtnY32AFPDgh7+FJ//8z9i15wDpVJ+3jr/Bzj0LlKUi7yhWV5fpze4CKs5/+kvsn17g8soQlQTmul2Ed1i3VV2CcQHrHcJr6hBTUYBoDglcs6pH5QHR7xAEuqcQGszQ4n0glZLGB/AutscybVkRW5yJyIlQqlUXBFpSoECnGlM34GPaTCByu6UQ7bxdIILk6rhmbWKofKw0AvEz15nP+eAPfZRTX36MJ7661Jozou0X4dEi0MkV3/sz/wO7br2LYnoRkXRR/f3QXYgO/KqB8kqMzWoRrIRAqFdxF5+B9QuYpecgeKrJiKLoxTAIKXCmQYsOXsXlW1yNtWoKrfFlGVN5pG+RAVG/jYiaYCkjOMq3bkapU6IiIkQkq1QMxwndXpSNucYABiWSGDYhY2rKcL2mN5eiVYKXAu8cCEWS5TF2DoHQgnoyppjdTjAN1gWSNMeHGi1Vu/wNVJMhWmq08tdeCxFAOE8jM7KbHkUeuB+ZziFUQkBf228IYtKK91vLyAo7Xufqa1/jV//Hn+XESkMhHLdf3+PDP/wRvvgHX2Fwdpm+lLy4UrOzE9hbKOaKDBEsRZq0TPR4zUZcbGj1T1GBFEJM/cG3kWZ/7byI/gPV6rzjNZFphbNRQaRbGWrwUaefZIE9D9zI2VdeJ9vX5+5PvMpzH9mBuPlh6mpAWqRYU5MohRKKsvZIHV2FjQk4oaN5THiyokBIRX92gY2Vi/ig8ElKqiRmWKJSCVq2c2tB1UYC+nrCaDDBYzh4/YGo1ur3Wbu4TjNaJ9Ux7T0rchQSmUUyZ2UVg9UlZrsFY+NIZYpF4JXC1A3pVEY375BPdZHJNNXalchY0TkrKyu4xpNrDWnCYH0I5RrdIkfmBZulJchAplPSTJLqlEQr/vFvPcGbS6vv3IqbEHjl9NuUVc1YKu689wAXTl/iiadPUMz1uW6xx7nLAzadY++uRRa372BzWEHa48DBA5x8+RTf8Y/+JXc9+gDPfO1FPvpjP8qVc29w/txV3vPoQ0g7YG1twIceeR8XT56gN7MTYy3nzy+z6+BhZvoZj/3Zp7nu+hs4v7TC5curHLjxEElnmsqWOK1Y2D5PuXaZMBrREzmDqkRIyLSOhDUX59BCJgQVK2Tho256K7zGGk/wsXZJ8wKCwtqtaiUQhKTJUh75Z38P5RzG26jXFiIu69hCswaQMQtxK9uA1mKtg8CHeFPwTXxuoSTeWdIkjTxoQQQJWYeUjqksoaMEMVYwyg0JgXKt4S8/8V+45ZF3M5s7FIot3rdoAU3j0vDJf/GLnPnSk4yXz9EMr2I238SvnY02+SKFqb2IqT0RoQpRhtjdgz70YdK7f4j0XR9HLRyg0+kTZGgt+4K06BO0Q6Z5bMsTFYl5tiQEg0glAQMqQWDihzDL2wWiRgaJDw0ejVZJXBoKGdN9dIpKUqZ6DSJMEE28GQqV4XWC84KgI3FwZkcHqQEfkDohyTvITID2yHb+TYgY22pwEfIuWUu3w1eE2mJtja1LOttvYnkUF2vBVFF/rnLk0Q9TvPvHUIc/hMgWEColkET1CFGhgYt8dEyJm4wxwzWuHH+RX/+pX+LV1YagBbfv7fHwo7ezemmNq+dXUcGxYSxF4uhJRZbF+bOUcbnp24zJKIm0bRBHXBALHxAuYKxt9dstC1zEbk0mEfyllEQJQZ7EIGWJQPl2ga5kizaIIR8Xnz7OoRtvZ/5iw3P/5D7c3EMkw6voJCXTgWJqFmRCOW4QdYN1DcOqpjI+TpicI08zsl4P1elydWWVzbJmUpVoW5JqjXE1zlbYsibUFdWkZDJqGG+skKWGCxubXLyyzmh5GWc8k431a2Y111SRQaNjgVQUBbI3T97NSfI+g4lhfX1CbSzj4YRyY0gQnjCpcMahrCCM10nTBGs9EsvU1AyohKYa0GysIIXDyJSycpSmYarImep26WtJlibI4LG24W8qqt8RB3dA8K7DB9g+v8DC3nlWljbZcBbVTdk/02FsAKm48cbDrE8Mw8mY0ajmtgcf5MUvPc4j3/e3efqP/iPPfvaz3PnI+znz/OOcPnGZ2++8h0unT1EOJuyY7fPElx4jyWZYvXoJrzU79ywwPVcwGhve/Z67eO3EcXbu28OufYuceu0E61cuUZYTOknGlTNX8HXF3oP78FaQJoHaN+S9gjxPkMq1bAeHbRyJbBM3gok64laCF5cZjmpcIXVc+iBilqIUYJZHfP5nfx0TNIVuFQsyyrdk+5xCKqSXGBedk0JsBQODDeaaW9J6E3dxMqDTFGdicnmSZhhr4zLJe3Ip0Dpu3L03RDOHoAme8XjMxvI6+/ZvR7QY2DhSV20LLKiRPP9//gWbF5cYr13BWUmorsJkNU6CNASdE/J5hNDIEAmHIii87ZDsuBm16y6Y3k9wkHa7yFQhnI2yu5ZtogC0QupO1KFLhdAaEUy8kHy8qQB4qcE3UeseDFZEqRreAJEF4ZoGKZPIOZftlegjClUEgy0bRNJWkN7HnYMnLh+dJjiH0Aqlk2iBNgLdnQPfEGyDrSZIJ9v3T5FoGC2doJ9KnK9Baggpat89iJ1HUbM7ESprRxOxgyDEJKL4m7XhFtbgzBqTzWXOPPMcx99exQvoisDO3TPI6S6D5SHSOzSCSSPIhUZLjzfxFRIhUv22EKiR6S5Jdfz7bQgEKSj6Uy2Lsa3I42o7/pcWYCZCwPqoAPFtwlOI1qbYkYiAN5EBI5Ri8eb7qI1meH6J9LZvwV29SMCjVEFoJpgmLvcrV+N9HIFEV2xDmiQ462lsjfWWuq6xTYN0nnpi2FxdRUpFPakJQlN7ibNxmapVSi0UuU7YvW0Oqb6Rr9nfvh2pM5rGYL3B2YDIUmrjEL6h2+3Q6fdQvRkmTjA2VTRBCU9X90h1CsHRNGNCMNhgqU2DUIK8yOjPzcQxINGPIBHUzlNXjrIcQFVSG0OqJSItsJXhbxJyvyNGJQd6SfjfPriHW+4+xtdfOEEpOtxxdCflaMyFQY3CcujGo6wsb7C+fpWDt90Fg7c59dYyt99zJ8889jluuOkoi/uu47Un/4LG5ezecYCvfPVZ7r7vThIVeOal49z/wMOcPXOK0Xide+64ja8//wzVKLBz93bOL6+zd8dOrl45Q7+3wPrGgJ0H9uDrCXUtWNw+xbjylJfPsPLMVWYKx8QoFroxtUbrhHIc8DpQV1V0lRFVGh4fddlBIFVsMQmKIKPuO4jIwb52uCNonIkBCiK0MV6W0GYDSsASkKhrkVOR7Na6IRBYbyKrJISWuezJkpwk0QyHA7TUMWHdBLKpnPVhydn1msZFgdlW1JMPjk6ny73ffohn/vQEl4dNbO9FbKe1DAThyHVOv9/l9m97P/f+wx8jw6KSDrKzHTFzHSGJM0YaENU6odloF6tEE4mvccNz+KuvYs88iZ9sopVtF30+cl7YQtNKZGjwKlL0BCnC+yihdJ5gTWR9y6gp9j4GK7jg0CqLFDsXwIV4UzEGnXXxbZBCnF3E95VgETKNzIvGIZIUqeP7JnQWNfzICG3EI7Oct06cY3phO7OFI8ki06WxDYnWNFV8TRPtcf2DdG96BDF/DJl046ZDxkMbtnhkrv3HtrPeMfVwk6WXvsJbz77Ib/3mX7EpBdNSsSsXfN+PPEzSX+DTv/aniNoxLQRPXSq5cTplOnEs9jJSINMJSm1BqeKOZYtgqQL4rTEJXJOwbklb4/eI1hnqSXVCqyGJZq9W9aS0jEEfgYiMFQKdStLFqZhZuXGZOz73Cuf+xfew3p/FuvqadX+8OsboqFwqR2NUqsEpdALex6i8xgQGZcl0L0fiGQ8rEp1RluOIiJAKpGM0cXQ6CXl/hvHGOv1egQ0aaSomtqbIc3qzsyTTu6nWVzHlgMY1dPszSBHiEryVjm4/dDPHn30e74cEJJkU5HmKrxuM1PR6BcYKTHBMdXpIJbBCoLNpQlA4WzO4vMRmbUkQeGeYnpkm73RYvXiWue2LdPcdxawN+OFf+iRvXtr4pqOSd8TBfcP2bvj9H7qTV99cZveBbcxpx9LAUCcKJhscPnQj586cZ/HgMXbNK1564nH23HQ3zpecOXOaRz/2cc698Fe89do5Hv47f5cXP/MXDErLweuv4+Lb5xmUQ647cICz51e4/sjNJEnN688+T6+/nVTXBJkRqjENMjJ3Q83eA8f4+rNfpNvpsLBnL2dOnGBu226uvvwC03XG5tV15hcXySgpsgJjGkalR6pY/VZ1He/IxA9AdEJKUHF5FrxASBvBPBAHy0rG2aADK2lZGoKs6DKZjOl0CupyEr1tbcoJNuClj5xnHw/p/uwUZVXim9gFKCmQSUqiYgCAdx6sRxSAM/SLaQaTkpMrYyonaRyxZYY2A1Oz//AOFnamvPj4BdbLOmqgg0JK8MGQCEne7XD7e26h9oZ7P/ZtzB+6hc70HOSziLSLnrmOoCP0RzYgqhWCmxDaaDYhBCLUuOF5wuQy9uKbmKUXkXaEbFtXgUU6icMi2hRzsHgf9eHONQRjosKyVeP4IPBNhe7NxKQTGxXUW+EVushBBELT4KVGBo8KCUEFvAp4lyBEiW9CTK7J0mhKKUusSGkqS3c2wTUGZwJKZ9Fkk+jImgk5TTMkUSkNCfniHrID90ZDTTrfYgkUIqg2ACHmewov4m4geEJTY+2Icm2JM48/xm/+zG9zobTUQqAzz16tuefYTm5+3z2cfuk0rz51nC6CJghODgy3TiV0ZGC2kCgf0CkUSYbzMQVe6XYOb03s6HR8baWLihIg3kkkkW8jY2pTvMdFp6i3kYEjIBogRRy/EQLBtjZ66dHao+cM6hxfAAAgAElEQVRSfNXhyPfeyemnXkLuPkRpSibDUeT6SM3EBjp5ilJpDN81E5KshwnRrFRPhkz3CwZOIUtDbUty1cHEmQpl8DS1pEgdM1OzmGBQ1hKUwpiaSWmYnp3GNg0ueDpzC2iVk2WylaJWVLahk08xmYyjeEBLvKtxKPppjg9tCRUsA2PwQdOTUTTgXE3amWrzTImOWW+pGon0liubI+rlZXbt7pFOLbC+abDlBt54el3Bj//ec7x5afOde3AfXuyFn3xoL/ffuZ/hquHq+jI+ydl93WHWlk5ycaXhfR/5COdf+worG4Lb7r2TN5/9Kp25aW5/+Nt54g9+g93H7uPILUf5k//wKwjdZW5hmivLaxy68RAX3jpFORlx2z3v5cUnHyfrZsxv2876+jo7d+zj8oUzbL/hJq5cOs+2uQWmZha5cOI5ZrYdYHN5maSXsnphiavr66Sn1zi4ayeXr46Zn+uQmApqsCKgu10mwyGe6Ji0IToag3MxyopYaSvZqkwE0KonjLVxXBIb5Cjha40d4JFCx+8ntHbn8I2WVfi2KvLMzs+zsbGBkIEsyzFVhVGCRIo4d2sM3gSCiY7MqflpquEAIeD0yoRB3dr1ZWhnmnGckySSm+/eBw5efPo8lXM0PhpNQKG3wFUKtu2cphkMePRHv499991Nf9deZN5HZlMk3T2I3iJsoaMdiHqMrzcQvona7va6CGaM3zxDWHuDeuk1GCxBiGYlESRSizjnDxKQWDMkWKId3kWZoTEThE/j1yaqXfKmeOsQwaKzAttMINEMNyqKXo4WAZnmIGP0F01NSBRKTcVwBxuXm2XZsLQ+xZ5+RX8uiTRHHwghQcYWC+9MjDvLe6QH3o3adhRRzCKTWbzOUSi89AgfFUUhOEIwkTfuHcFW4C2mGjBcOslrf/xZfus3Ps2yFwhhKZRisYDFIuFDH3uEN984x9LxS5iypB/g+fWKKSU42svItGOumyFCIFWCJNUEH3A+SuKCE61BSFyrrBV/bSHpfTQI+ejgBVA6qlG8jx2gliFGy8mYMalEa1MIIWrVpSLNFJ25AmdqmmbEwvu+j8Gpx6lnFhhPJiRaU8kOvhwhpKCYmsKXk9hMppq6bPAhoAV4KQk6RYQE6g2sDSTAyMc9TqeTU44rCq0YlB7skGxmG5OqYipP8UmKdA3BSVyoSHRKd3GBTqdHXY4ZVxNCDVJ5pMwhNHSn5mjJwDS2oRkN6c7NsTIsMcOKTuqxgcj/wUFRkAZJyGeoBkP68z2Kfh+fbcMOrjAcDMg7OefPnacnLHnRwRjHT3zqaU5dHXzTg/sdYcD55Z//Vz/9Tz9wkKsXB6zWhu3XH2H33l2sXDzDynLJI9/6KJ//w09x/8d+BDO4wLNPP8H93/0D5Gzwh7/6Cb7tH/4EL3z2Uzz96cc4cOstrF6+Qm9+lh07t/Pys89S9OY4eOR6Xn/hVQ4e3ENZG7bvPcB0r8/580ts2z7HG8+/wk233MHpE6+wvLzMvhuOsnT2FHfecwcvP/0ix+54F4m3TM4OIltZSma29fHjcdRVC4upLJYQ56feY0Mg0UmrPIhLpiBsnKsF1eqyHca4VpIlcN5dYy4LsaXgiJXNtXl32HJTRg6Jt6EdNwvqMi5NaStl3ctIOxKVSOphHclpQkY6H2BNg84ykiLDOxhUTXRQhrZxFgIpHEplSCe46d3HMKvr1FVF3US8J2JLLBYrxcmgwpHw5kuvs/K1l5jZPY+pN9CJAF9BOYpMbJkTEiBNkUkfVOfaeCIgULqL6O5ALdyMWrgRPbcHNbuP4ATBjhHBQss0kS0hTqoCVGRLSxcPDZVHlrpKclRQOOEJtkbmU+AqZN6lrh1Zlsf30jQxuaixhNrEeC6V4q2NuAJhCD66HnfMKtJCxxtKaz8XIcRItHQKuf0I6aGHyW74EGLX7Yhie2tUKhBiiyGTEBUmHmhizqFpCM0mptykmSxz5aWn+eOf/zV+7zPPMAwSlcTfeU4Kcin5W9//IBWK08+/RV2W6GAokg5vjR3bE8n2ToRadVSUNwoEOtFRaeG2ioAWMwvR4yoE1rvWERk19VneRpqpOM6Jiqj2+1WMknPRIhrBZqEtPGQkXirpcU7Q3zlDXZd477nu+/8+Vx//DBtaEUQHbwWmLMk6XaQ1CCmYWAte0RiL9IGmruj2Ukalx9UTMBU+tAWPFJSlIRPgbUPasvGts+TdgqzTpVcUDEcVZTlBIUBqtNKoPCKAS+vACUxVURuDrxqyTFI1ll5PYr3Cek8QAotkNGqo6gZfTyikwklPnkxhTIl10DSWZrKJtxVVWSF8gygnICyTusI3JVmvx/z2g0zKIatrI778xhL/9F/+z+9cA87NO6fCL373LWysb/DAd38XS698hePPnWPvrXfQrJ1nabPme3/0h/iz3/g1Hviuj7OwOMMf/e+/QN7fxXs/+q186ud/iWMPPMrstnlef/IL3Pyehzlz/GVUXrA4M8Pp119jdud+pjspg2FNp6u5dPY8+6+7jhOvnWaM513HbmE8HLPn6A2kSvLmiZfYt2sfZ994jV6i6O/cT1fB1377i3SEwOddFvdKJuc2EaTI1GONpGpJZU5ssUHiQ8jW7EDU4sYDOeq04yQxcoXjQRmle847lATQ7ewThLOQJFE721bdOon4TZXEBaTWCdYapmbnaHxDNh0PnvLsMqqX0Yxq0o4mCEuvN0s9rvC2Jut2efnkCiPjUKmgNFEOB5DmKfP9gv6OaeZ3dFi/ssFbx9dYnTga70DGWaaiheMJjRLRBp2Iivn5Dh/873+YxVtuZmrHAVS+gEgLRNpDTe2BRBAkCAfUFtyYUI8ijElmCNnBYZChQdQj7NrXcRunYfUsZvNtsA2imfDWhZJ9OzWJktE16V3MEfRRqYLKsLZECwlSx5xOGXBk2GpIUhR479G6wLkyokOljKYekUU+SGitzjKD0GCdxNd1dDzm29C7biBZPATJFGFqNyqdJggdu6lWEtmq24lmmjYqKTQEZ/GmIsmnGF56jcvHX+XqG2/xm//rJ7m4ZSARgVRJuig6wnDsUIdj77uHs6+eZenEMrZ0TAnHyaFh0wmOdDQ7s0CeSXIJWki0lhEV4EKLCojJNwriLFuAaKtxLQVaSpQMON+CzAgY75EBdNqGXbfXtRRbqUyhZWe32nrpCSFS2bOuimgCH5i5cw+XX7gE1++g1h1MXWNMRfCOTiLR07NcWdmkqT0zXR2j+XQLD2sqXHD4IAnOUhlwjUPnEmsaOnlGIh1pPkPpaopOBylhMoly0KyYwkyGxAjTGFkmMg1KotMOTmnqjQH9XBOIJrUsL6ibCZaUNE0pq4rxZEJT1eQqpd9rcyu9YFgO0DIlWAOTCSZ4RJKQFx2UUhSdDiLN2MqZnaxvsr5Z0pnK+cnff4rTK6N3rhzQuEA9nHDTex9ksrbC5TeucO93fBf7DyxyaXmZH/jxf84Tf/h77Dt8C250mcd+7xPUpedDP/hDPPa7v0M2u0ioR5x6/kkOHjnKZO0qo3HD7fc+wGtff40qpNx05BDnzpxleqbH+TdPsufAYZYuvc1wUnHHu27htROvE6Sh053iwlvHuec97+f4c8+yc2ERmRZUg3XefOlVEmIlPZhM2pYxJoPINDIkkkS3tvQ2wUJ8w6IutuDzrbVdStEuw1yERAnV2tGjVlkIUCJDqfj1IUSyH9fcc+Ga1haivlgAPliyIsGJhmI6Jev16C/OYxyUgwFKJ7jGkiUFzaTCW4MUCZPBOOb8CUkM3VVtIk9krAQktqxIsh5Fv0deSDTx60X4xs/hfNs+O0cIFhNSrqzWPPW7f8z6yZOMVy9hqjUwI3y1ih8uQe22JkmEXOPzaURnHiFygm/wwaJkBiKHzg704m3oHXej9t9Jtu9ekp23IWd2sv/9PxAPFynicgoi0Enn8cYgJCqIuMSUvqURKmxVtTfJ6HwNWITKUEJHt6DIIti+1ZOHYHHBUhmDMQaXLyB33kR6433o3XchZm9EzFwfD23UtZlvu+5DCt3OtWX7vE2ENJkGTEX4v5h772hLr7PM87fDl066sXIulVQq5ewgWVayHIQDtowxYKCBpt00sGAN3QO9ema6e/AsmB56tWnCWASDx41sgwMOsi0Ly5IlWdHKpSpJlePN4YQv7TB/7O+W3YMM9Pzls1atqnWr6t5bp85597vf93l+j8tZPXmUA19/mHvvvoezxuFEkKw5IHIQC0ckFZe/8RKGyzW4mKoIy8xMOOYLhwqiwqDj9yZgdZX+nvFGcK5orzk+RHPD8w2lUTfsDOdCuIdxBuvD0jLSGlMHG3iAoOlACQxemqDC8eH2Z10o6K1OC1GH1zxAOTuLTAW+HKGSlKzVQimN1Cm1SikKA94QqfA9FE1qjvceU1cYY0MDJEIR7bY0sRZBp44g0RHGlSiliSLNaDDCGot0Puw8lAoKnzgJTHCdIX1gnERWEIuQUKWiFOMkVTVCCU1tapaH/cB1UZpuKwVpQQRvho4UWsdYV2ONCbLKhtZpvQ2f04Yxk2hujZUTGF/Tkq7Z07z244ei494z3fZPf+b3ePDuj+JcmzfecStf//Q9dDZt4abbX8+X/uKveN9v/DbPfekPefqJI1z99nex5+LtfOn//iiXX/lGDr30Cul4m6veeCOP/N1X0O31vO76a/nyJ/4frrr5dsxwif3P7efCyy/m1YOHuebay3nqsWdIOxlbztvKoZde5cobbmf28NNs3robYx37H/sWWTRGb0wxuzLgze/5ICuHn+eJP/k6VVVjiTn/ymkGxxewdeh8awteeIq6wrnAIBGEWDPhbNB4Y/HColyEER4hvjdH9t4Ta0Vd1QitG2CSxlrXqClCdyRljBcuuMHE93TiWsW4uKa7cQolJcnEOPHEONXKMvUgZ/nVmWCkEIIaR9pSaA+RbzEsVlBRyqgoODRTUYuatN2iNoZRadEyYmwiJm3FpK2U3oZx0ijisb97npUcDCbgYhFY74mRKKWQNrhFg+ZZEeO4/I2XcOX738P07l3o3iRxNomMUmTSRfZ24BPdeJebDtx4qFZD7qWXeJWBL8K/hQJcjahrXLUAxQifz+BWT+LzJVyxih+sYOsBEQZjHa7IcRK0SlFCBC01BmqDk6LBCxiQUSg8jYYHqxBZB6si4sltyLEt2N5OkqwbZHzdjchkouGJhIAI6j4hAj4K+AGRhMWyrTAmR9ggHXSmAGuoij79M0c5/J3H+Zs/+mteXikwQqCECyMpKYmdY4oILWtufvN59DZOMVgacvi5M5RLA2ItWbelxz37F5iWjou7KWMRZLEnRqGFQ8QgZRSoesIi0XjTKEYacFRtaiIVoVVoOKy1TSZl0Po7KsIUPMjqQkBHg45pDk/vm7R5T8ilFISFZ0ZImY9jjBvQ2n0hM0dewp9/Mb62oBVFXSGVxpSGRFXELmboQ6CxF57ORJvZ2SWSBp5WVp4sCs1T6SqUSsMBpBS1NWTtFv3+gLFOFx136K8skkYSg8SpiFFVIxHEGvCGtDdFqyOwFVSlJUsihqMc62sqH1GNVtE6QyhHu93FOIkpS4QFEYFRmsRDVQ5DrqlJqcyQ4WCAamliMpQK6i8hDPGGzfRHjk7aRpQr/PLHH+Dg2R9iVcnl5230v3vrdtadvxffP8PZpZqb7ngLD33uk9h4Cze881a++IcfZe/1b6GVwPPPPsPskQXe96E7+frffok3/+j7OPPKs5w8coqLrr+VmVeeYfXUKaa37+H5Fw5w3gUXsLy0wJVvv4P55x/i2LE53nT7HRx99UVWhkNufsfbue+vP86W9Tt45cARdu3Zyqkjp7jkuqt49fBRbnr3u3nwk3cxPLmMnDXB0RWnrJsKAQjaBxiUt+EqVVaGytpm0+7QKgmA+cYk07ya8N4EIltoDBv3oyBk+zl0HLjPQasd8J+qofvJ5k0hhCBqcgKlVqRTLUQvptWZYnzHdrzKKGrD0tOPMDzeRxjIuhmlHQX4kRcIDZ2pMYaDEb7MefXEkOWRJ2ppolgxLCuMUXR7Md1eGmh7kWDbRbuYOXScl54+TeEklTU4FM7XIdWdprsVoSB654mVxkaSjrdc/86bWX/RHjZcdhlT59+GqxdQSkKaIHQP1d6EjzVeNXV8bbZfODBLeDPC4lE+GJsQLkCdRFgKelcGTXU5DAW07kNVgR2CFfhqhLUVwpZImeAow3Mq07BXiAJ2lTjDxx20auN1G5F0EFE7hEaoKCxKVQLRGEiHq0ukHeJpxj8yBVSQJpoisMLrGu8rXJljipxydZZydYHT+1/inj/7PC8eXWB5zUIuG+OWkCTCMe4FqXX81D+/laEQ9Ofn6S8MOPzMaXqAFDWHOxuZPXWardpzQS9mIlVE0pOo4GRUsca7YLgKWmaJdP6cnE94gadGCYVSEdbW+HPz6pDVaJs5WujQQ3MRuviAVBDNnDuogQI1MYrDrDuSCrQj6yXUZc1Fb7mNF77xdZb2bkXUcVgke8doZNFRUE2NhgXeCrLU0+61WJxbYrzXYnlUY60KbuLaIhJFZQzSS2onaHcTxtdNU7mI4fJccEd6TyuWlN4h6wLSNsujMDZzlaNFydj6KdrjkwxGNaayzC3OB4mjkginKOuSJGuRpilYR5YmrK4OyVeWkFoj4wRnDVksUbpLSYnNHctzi7RTHYxJSpI7ja9LxqZ6bN21nbLUqGqFn/+z+3np5Gs7J//Rwi2E2AZ8AthIuPzc5b3/qBBiEvg0sBM4CvyY935JBJX+R4F3ACPgZ7333/2HvsbezRP+m7/78zz94P284f0/y4H7/oq5BcN177iDI09+i2efP8btb7+VZ/cfAlPQXTeBWF1mZmaZO3/1X/P1uz7C9qtuY+vuHTz25c8xNrWBmVdfQnfXMzdzGucFN771Vp55+jlKL9i0bSeDvODS695AUs5y8sjLTCZtjh87RtXvs37HNgYry0xfeh1du8TTD3yb69/xVu67689JFtoM85JYx2zc1EWnCcbXjFaGYIKDsqoD10Mp0YQZcM5abBsC3VrqOgRdrxTiXCKOFLKZb+tmBu7wSIR3RJHGuCC/8kAcJYFNkkbolsZlLSZ2bUFrR9bbhPEF8abzOXz3XVTLYI0jThKk9uAFcRzMJzJSLM8tIFxEtq7DMy/MUiBBO8bHWqz2gwRwen0bnWUIHFEsWLdjPYefPMqp2T5FGYIXjAtX7KD1kOdMDkHy2KgStCSKA1hr+/bt/OKDT3D0K3/E+IYtpBPrQHeQUYyKW8hkEnrrcd9rxMPDAxVgcjAWZ5dCcg0hDzJgol0jnUwah6UDV4Zu2hucCWAhvA1z3cZS74VpGC9hjBDUhWuL2IbsGLBgnEsmEip03mvhugK8z/F1CcbgTR4OFB+Wo6YYki/NMPfy8zz/tQc5uv8Y333lLLlWBMtN4NA4B8hwc5lA0lJw5weuZXLnVk4cOISo4Mlv7yexgraruPwt1/E7dz/K+rZmb6LY3BH0tEJriBqOTZwklEXFGgvH2ppIRiFgIokC9Eur8By6NV6ObciBNBLBRo3iRLMoDuk/wgYEw1qxD4WuWWgqj/RNIIhyJO0YjGXjm69m5tEXsPu2slhpRJUjnEHHMcurJcM6J/KKdiaonMQJRSsCI8KoRlqHrUu0TsMLI42wCKSMaPcCcrm0FcOho53o8N4sc5wSKGcxzpGkHUZ5QZZI0m6bxbkl4gRk3Ka2YL1ACcnIGCKpSFsZQnmytI1HUo5y8Iaq9FRVia1GxLFCp20yldCdmqA9uZ7jhw4wmpnDS09Z1cQqQklBO/Zs27ObmpilhUV+6RMPcnCm//+7cG8CNnnvvyuE6AJPAe8BfhZY9N7/jhDiN4EJ7/3/LIR4B/ArTeF+HfBR7/3r/qGvcemOdf6/fuj17L30Yr716U/yxnd9iOWzBzh88BVa0zvYe/k+vv3VryNqeNPbb+LgE4+QbNzD9Ljkm1++l5/+N/+RVx9/iMcefZgb3nAjrx58lQuu3seh/S9zyRVXMDtznBeffZmb7/wgj3750yycXmDD+edzcmaWO3/0nTzyxb9h1wV7qV2EiiyHX3mZO3/rIzzyid9jdXGFS294C8tHDvLs395Px/YY5jlZq8V0JyLqtOivriKFxNRgraP27hw/REpJZSq0jrB1oAI6Z0Mpbnga1tLoWwP+dY3IJkQoelIlSOGa33PNwseSpCm96R6lK+lu24RKY2SrRXdsPXlRoFRB7WIu/ol/xX0/+XaM79Ae71EXVbjSqZBiEuuM2uSYyhB1NMPKUqmIw0eHgEVpTbudsDDMaaUJU+vbCK2QUhElit5EyuFnTzC/WGEclJ6gRmgKt/UBfAUByK8bkxEEu/7EdJu9113A3AtH2XbhBey+7Tq6ExO0N+2i1VsHSTtQ+OI2qC5yYkvIEHithwNfg6jzMI/2Fnwe3IcuKES8D2nx1tdIX4YiG9JBQ9HGNYVag6rBR/+dRE4IATIO37xqhcG81ggRlAi4Ib4agbPYcj6wsn1w/plRgTc5iydeZebgQfbf9wgPPHyQOeOpcWHO3iQYeRTWh0WUxdEG1keC937gOpxWjEaWRDpeefY0MyfmGJeSd//c28h3XMBHfv136SG5pBMxlUo6Sdwk3ji8bzg2hQ0mrGZhHkuNlioUNWPwQhAnCVVZEk53Ew45wutcShXGKlIi05DIVAxKYqmDwkc3WFivkMKjdCj63tYkrRaeiiRLUFJg2hVmmFGMCez6DRS5JRUGIwTDomY8i/HWMRQKS0JiR/Qrx/RkBzMyYAu8UBRlgUdTaElvYoLB4ohW6tAShO4iqKmb2XZehASgdGw87BywqChgK5z1DPIBnVaLpdUBcZowLEp6Yy3IxiiX+2RKoKMQx2cN5IM5lEiQWZvRoI8tc0xVEnXaZDqm3cmQkcASoWWXhTNHkDJmnJpKOMaUQrYjRBZT2BYf/ov7OXD2teWA/8OjEiHE3wJ/0Py4yXt/pinu3/Le7xVCfKz59d3Nnz+49ud+0Oe8aOdG/4X/6QaOvniYN33wF3ji83/KqRXPm9/5Pl544GvotMOWPVdw6tn78Mk6Lr7u9Tz+1b9iw943sGGD595Pf4XXv+mtnDl7kgMvH2XXeedRVivsuXAfzz/3PO3p9dx8+y188Y//kGtvuR2soy5rksjx3HefYePm7Wy+/GKOf/dxLn/XT9Jqw4N/dhcbNm7g9KmzRF7TaXd48d6HWRePsTwoiDOYSjVCaWokWB94Dt4zqguUCMoO7yQqalJErA3zTxE0ruDRzYImjD8k1timsCicr4iShLqqkE4F7SieuBV4zKYKQa7plh7T511Ie3ICKQUrM6dJopjFMycY37mbK3753/Gtn/gAg9URXgkiqbC2bpJvYtpjLaJuwuyJ02GGXEmueP9N3P2HX8QphXWGKE1I4pjCGMYmWsSpRmiNJATJ9sZSjh6YZ3VYY0pL5R1eKOoGyRpCGjTCh3CGSMhzC9uAc62ZHB+jqmq0FUTac9G1e9l3y010du6mu26a1vq9VNWASCchXSbqIbIJaDW62qard438vZEPr8nfA++jIewFEGJwZYYrkQmbX98ogRrVSfi1apptee4Th7eNC2oWL/BmBW8KXN0Py15rwHlqW0BVUAxnWT17ioX9B5k/fpIHv/ooh2cHDC1UNCYpAU6EHUFg1DSQfeFoecmUsPz0r97Bar9PPRgikZw6usDpQ3PoIicShl+49x7+5N/+e164/ykmteDiXsR4HByuSksiwsGgIh2kjkphvSNSChkibsJC2vkmbZxGEQKmDsXXWY/8PgkgBBZO0FY3zYizKLFmGPYoH6bhQoadTLQWxNtLgkLHWapYs+oLxvbsYXa1j3ct0lQyzPtkcUJZlNRekWUaaRxGeoSt2H7Z1SzNnGXlzAzLg4rueEKU9phfWobKkiQJ+XBEu5vi4hhThpGajBI6vQzlS6KsxdiGLQCUlcMOFsiNYDDImZldJM1ajHUExnh0q0U3joiiFsZWIavTemLlkUnMoF9TVwX9lSFJFEahaaeL9obaSTqdDIMi1jH5whKRLZDK0cqSpmGwJNPr+dDHvvUDC/f/kKpECLETuBJ4DNiwVoybn9c3f2wLcOL7/trJ5mP/38/1i0KIJ4UQT/aHIx788n1cecd7WTx+kBOHh9zx4z/D/LGn6A8LrGqhzSILyyXXvPmNvPL8w4jORq664zaeuP9Rzjt/Hy88/zyLC4vs2H0+Bw68yC3v+iBHDx1i7zVv5I73/zgPfPpTZOMbUDrilf3PsbJwloPPPsfl11zFUAgmem1sNkbsl3nxvs8SK08yvp5YpTgFw9UloEVhDShJJOMQamst2iuyXgtjLMbUaCTO1URxEvjViEYGJgOGVUq0bGLGmjGCXvufEI1oPxjOMVVjSFGusZoL6qKkLAydyTHiyR7j0xuBEiEFq2cOY4clw/lllEooRkNYmmM4KFEidMkyUmSdFp2JcYwdMVxeYenMLFMbN7CWMXj24Gmm1yUIGzTohbGgBbFWVLnBlk2ejQhde6s3RbsbkbQUlayJhGesGwfplmgWWtjA2xYSS7juBgVHyL0s+nkIUZaQW8vzj7zIdz71FU5/97ssHDuKWrcd5yLqfB5XDbHlTLDJzx/Anj2GWx3ijQ2L/ToAuNbc60hwipCwEymIFcQaH8eQJBC18XGGTzr4pANJC6I4/FAKoRVrW2DvHcLVUCzii3ns8Ax2tIAr5vD1CExOXQ+oyxWq4Sz9maPMHNjPkUee4O8++RW+dPc3OTw7ZOgFRngiHfjWVhC0wX7tDArdfwSkXnD55Rvpbt9FsTIKahABy/PLYZ+SJFx4040cef5lDh04AwgS4ZrOOETXCRvMMVKGlHYvFcaE/0e19v+AaCSCwf0XuLs+pLuI5jltLO/GrxV32xAnwzjQeSpqUmcAACAASURBVIcSgSjgrECKRvNNGBkqHYBfBovJC4g0xktiAaIEWwxQIqEq+qwhHpwELxMyLckLT2Eal6rwOFERT27B1JK8zhnrZORliVaKKNGMqsAGwVlaSXiuhQ80yCiKidsTSCQrS/MMVwZEQqBijTGG0hmk8dg8p79UUeeG0WjEqByRlyMkntpWlHWgX0ohg+xRhfBs1+jlTVlR1h5pLdYbrDGYRnjWaqdkcViOWq+RiUKV+dok9TUfP+jC+fceQogO8Fng17z3q0K85kHQlJ6/9/h734L3/i7gLoDzpjL/0//p4zz1V3/E8YWca269lm/+6R+T25ob3/shXrz/C8h9+7jg0r189k8/xqW3v5cLNszw5Jfu57wd23jmuSM4rRnvjCOl5/o3XMXn7/4Eb33fj/HA5z/F09/8Bm9+54+wuP8J5g4fATuk191Eq7MrwHFGcyTZNHJ4lif+5m6277qYfjzglcceYc/FF3HwhaeZTDvECFSkkJUlqDpVCDFQhmpogi62sAHgpGNMEw8WOMUxSB/gNSqkZUspG2usxThBE06NE6JRj0RI6ZrFZFAVtMZ61K5mYvs0rfYEpa5pT4xjvWRl9hT56QWqfrjalsWItKyZ/+YXz1m7y3IEROSjCjFaJRZtxrauI8piTr98GG8FThiOPLOft/yLt/Hs1x/jme+eBSNYXa3odjTOWUZDg8o0MlIIJzh78gwT0+PE3ZJIaZaXBwxGQ1KpKJvuNCwuQxcXnHYh5kohsYRkkraLqGRFu9PGeMexI2c488nPs2nPTtZf/QGO/vVdiETR2rqZbP0mkl6buD2GlC1k/xgyinFSImUcGCNSo3WCFxqvFUKkOKUbLbIO82gXQppDtxOSecJg2YZ5uDUYN0RagbMV3hcNYMvgDU3HVeHqElsMGC3NMJyfpez3OfvSQZ57+FkOHJhhsTLkXoZgXRxaEA526xsuyVpRlFgPkYAOEm8873rrXrZcdSmHH3kElSRUVUU9KFBC0zMjJip4+6ce4C9+8U7OHD/BdCTpKEmsgn8gdO4Nm8RZhI7BVERKN2oQEdguBCqgU6C8AC3CtIk1/blDNjxuLTwSjbUBpyuUaMBVYSGp4sCDDzFn4e/acC1FRqGBcdY3IdceGSvkimP+TJ9h0mZycgJnCqJWh2qQUxQjBipF1DXdVhQkotkYJ196Bas6rJiSHVs2cmZ2hErBO0lVWqZ6LZSIyXoxw0qQjKf4kUHhKEfLFHFCko0RoYilB1Uj4y5xN6ZVa2yroK49eWHQWPxAEI9FWF0x8p6k08ENS04urpKmmjSOEDqm202p8xJbe4gcsrS4TNIvanxdELlVOkkGosaKGCUKRCaRtMKCW/7gvvqfVLhFsHZ9Fvhv3vvPNR+eEUJs+r5RyWzz8ZPAtu/761uB0//Q5++Mj/E3v/krvOs3/j3llz7F4/c9yvV3/ihTExnPPf4MN/zcr/HAX/4+2699Bx/6yPt55d5PceLoIq1um5dfPcmeC3dxdmGZS6++grNHj7D/yGlufctNfPETH+fCq6/idTfeyOd/739nzxWvY3l2lkuvfSOj0ZDpyQ089vA3uPy6m3n0ix9n9+4LmZk9y8kTxyiW57jmtpt5+tHHue5tP8KzX/kSSRRjiwodB8COkBClCl8Lkukx8tnF0M3oNekeAZIkBc6bYCFuNskQRgkBDhUMNzSjA6XClT2cdrLhbyuUkpRVSdpLGdYVrcmMthpDZQqzNCCuLaNhzXB+BN6i4wjjMo688AJeKwarA6IYiuGAKFPUtQJfMHPsFHhPIS068vhCEceKJ+55jtv/+U9w6MX/i9U8xpqSft+StUPkVV2EOT7O4gyMbImU0O4qsqTL3HxBVZpGexzmmxqJ8SHzHqmDPdqFyDLpHXkVFmCry8MQQislFZJtO3fwt791J3NH51g+3ceZEZs3T7Plom1s2LOLrNuls3kjSW+cuNtDZS2ipI0QkjpKEKIx0ogIIQICFpE0S9MAWJJS4rwN3eyaecpLnCuDhnotWNeGIAVTDCiHA0yRM1pcpH/6NDMvH+PFx5/nzOk+g7Km7yWlcxhs6PSasOiogYoZ44NuP+TGIbwnF45MOMa9Ys+mHm9++8Wo7hQzRw6FhaH1lCsVs6eWWJ5ZJmt3+LkHnyEDHvrcvXRjTSwdLSXR0iEDIjIsCIVAKtUsHIMRSEpJXQfHZ9goB8CW8xbVxMYJKQJtoIk1W1vUGmuasVJQgThBk5IDrl6TF3oQTTyeARUrXGnCIlMIXF1jS4NMwkFTjoZMbhzDlMt43cKXOTKLaSWNwzTv0+p2qO0Ia0pKE5HSZ9PGSZYqiVMlvqxIkw5aBWTQqPQUtcKUFb2ORk+3qUuLiGOMMaRxglAVeW2ozvZpT61HoPCJavTsNa6ucFoT6ZpIxQxLj1CSqB5RC4lzUAtBt9XBRxJfWrQUFD4YmtyoxA9qHBUT3Yz22AQxnmrVoSOPrSpSlRHFMcWwxlnzg2vyP2E5KYC/JCwif+37Pv6fgIXvW05Oeu//jRDiDuCX+d5y8ve999f9Q19j51jkH/vT3+TZhx7k7IkzvPdf/DM+97GPsvmiN7Bt53q+9vnP8Yu/9Z955oHPcujpZ7n4ytfz0pPfYeu+y8mXzzC9bR8LZw+QuxbtjdvJyhkOvXqCN/3IT/DYFz5GUSWkEey+5HIGS6fYfdGlPPvww2TT68jShPLMWaY2rGOpP8Lli0zt3sf0+vUMRissnHqVfa9/D1/5z7+NXu7iqhqRKMYSTzfNGI5yojhj6pqLWXjuGfoLJU7qZrkEtq5AyVDgmm7OWkOkImpnGqv2mplmjb0tQ66haAqK9kQqxuCJpzPidpvp83dhfY0zjnJuDuEsi0fmccMKIzRaeqz3ZHv2sHpqP3Ge4r1tgFgFzoTYMrO2ZMISZxnDRnLllcehyaXj5p+5mb/83S9jfeiatQyznTTVTExk6ESFN681wc2mwnW7yAtWlkr6gyK84YSgdmHOF+z0Hu/DYFU5gWzg4iL4eIIkz3mkhCTRWMA6gdQh5suZGitCv66dJ5WCiekuG3dPM7VpE5NbNyPSmNbEOqLMobMOcauHSCySFjpNkVJhkcHcISTeqQbLV2Bqg6lLTF3BaIQ1njrvM1jp0z99hoUTRzj5yhL95SGn5pYpURReUfmgHHLeh1QhLxFybasR/m3NqiPcPqzABkE1thlxJF5x6a6YG955M8NhjRmsUFlLkiVUqyUHnjzIcLUmlZ5u5vn1Q6FY/dh4Cy0l67RhT6aY7sRkKkLhgr56LeS3yWmUDX8kOHkbtrsP33PgpjR1WYbOW6q12LxgQtJan4vlo3H++sY8JpslqyT8rJQGLFJJIhmenyTWyJbAjymivmN1WFNREF1zGWfOLNLO2ghX02oJjIsYLI+YmNChGktBv3BMtMeQomBuWLIqOlQzs3TbEmM8tbGkWYJxkrQlabW6DRohovaOfulpRQG3jA3Ux1GlSHQJssPiyiLkFVo4knaLfJhjracwYb/RiiK6m8ZxXjC1fgtLK7O0hQalqE2BMJ6o22JpWDE/u0Bd1Kwb77KpGyGimNXRiEwoWjpct5WrSVoZdZTw83/xEAdnX9s5+U/puK8HPgQ8L4R4pvnYvwV+B/iMEOLngePA+5vfu6cp2q8S5ID/7B/7Aq1Oh29/5hPsufE9rB9LeeK+J3jvr/4GB574NmePn+anPvxhHvzsf6MrS6zxPPn4Q5x3/kX0F09x3pXXsHp2lnTdDq697Aru/dwn6SrNll6HB+++i6kN69HLC1x706089e2/47I3vJlHn3iS8/eez/LJ00QKpi7Yw/yRIwgFV9xxJ4ce/Qa9i6/h0MP3sGXrhTxy7+fwVQlqEm9z3LBCpimmrpA6QimH7HTIel36CyVBrx1kfLJxHHrnGyNHWEga65s3rQkzPxTG1EHuZ22A9sdQO4OpPCKSbD5/B0ujBXob12FryWjpNCpuoY1naXaIdDAyhjSOQ7FRinqwhMhrvGsRRY5RvopoimjSThCjGmM8lbXkKysolRBlMf3VIUYa6hpEayc3vvVCHrz3YJjjWxBOsVoZ8rKm10sYH2ujZYQXYTTkbXDISQdZrMlrx6AfIqQS76ma2bhvBNoWgXAKB2jv8Aik91TCB/Z4WTdKFIlr1Dn4MLCySmKFY+A9S3N9Ds/1UeJkUx0BW6MArTzjvS5JIkl1yvrzpqmMA6dQkQORhA5UCKqiYmlhgXy5YDUfMRoZnCeExQpJYS0ejfUSLw3eRXgRknas9OjG+m0FwJoiKFRBT5MkJARVs7h1TiJxdKQmxvLWt+xh+77zWJpbQMlAa4wihSkNJ149QzUI3VzkHb9+qEQCL337EaQQRNIwJgRJFIoqwobAX2EbRRI461A6asiU/tx4Q3jB93q5EB6shWrCOII+2+HA6/BvkDF1XQbolA83h8Z/iakqRMM0ESIc5kJzTqHjnaeuSrJuB1cLjPIo7dEmYTQqGet2QUuqfsXSak2cKabXJVTZFIcPH2NTr0WaZhw4s4CpSsazFOxycPw6STeBUicY58BYOlGE9AavU0yTPlUM+lSuYCJNmRuWjFZypiZS5NQUpYVUKFQa0e2k9Icjuu2YshK0taJYXUHpmqqqSSJJPlqm05tgeWaJQTnPdKeNjmJsHfwbU71x4smaie4UrspZXFoMY1BtKL0iTRNEkjJslpUyin5gzfxHC7f3/iFee24NcOtr/HkP/Kt/7PN+/6PMC27/+X/HA3/1Z1zxjjuJz7zIfR//Y7ZfcTObtgm+/YWvsW3dFEeOnOLWd/04p0+/THvzTpZefIRHv/ENbv/Qv+TJez7JF554jKuufT1Ls8eIuutIZ2bYct521k1dxdHjs+y44AIGPmHdeAdfOzZu28GZl19g4cRJdlxzHWV/lsHCIhObz2NpcQltPbQnKMshcSuG0gSXo1Ik3S5iFAJiTaTobt5EceiFsLSxIVUkxD+Fp05IQQNtDjNFKXBe4Zu0FmtD4rmxBtXgSmsLUdYiHQ/Y0b4ZML57B0pI4l5CtZBSLa0wPLPCYGGITFKchWQsI6lTVpdW0ZVBWEUUOepKkKYJtkncGa0WAZEhJVGUhNmmcxSjGiskhYHSVdz9H/6An/w/f4EjB49x6OgoHDouFF4Kw6qDamiZmExJ0xgZqTAiNo7OZBsWS6I0WLH7A4s1lpDCCLUXTSK9D+oKFFVjMlI+sBKdAOk1ToSgX0+QGzrvmnBhibChY3HNaMqKsjGtBNK08wJbeRbmBsEY5VY4D8fcXJ9BXmIanjZCfc+6T5g3S28wjdkpzOkDCc/icYTu2jcdsxEhmNmsqYd8GIG45nUgfUjhwXlq5am9JJOSBEiFZPumiNt/7HaGK336S8uNPdqHdHUPC6fOUveHWO/QSC6/fjdmWKDaKQ9/5r+SaYXC0kkEceyJhGrUKWs5paC1DkEWLiwqoWGW0zx/gG9Ge7rZmnvj0RKMEwgnm7SgYMwB37y0fRPTFv7tvom5WzsHghsh6NGdVIEH7jy2NkQiIhobx+RzOBR2NAzKizTDRzHtdifQM6MII2DbdJsojplfGjAxNclwYSGMLiUsFjDVFpRGUDtPWZb0OjGrwwoRefBVMCDhSYUNGap5QYwj6fXITc7KyQWy2KFFQp6PGPRz0kTikpTSG9rekUyOo3xJLRLK0QBXLmLEEq3eGElnA9XyHCBYWCnJtGQyjbGVp148zexKSZRoImXpTWyiLkOmpm6PE7emqfKieV+89uOHglXSmhjnmW98DrVuF7Fb4Mj+g9z4gV9jx75dPPfAt5gc7/Dq4cNsveRKXnjmAUYuZjLxHDo8y0U33Mr8oafBJuy95HKSsTHmV0sSXSG7PZQxPPedh7j4isvZ/9Ix6pUTdNMxUgnDhbNM7DqPzvpJpjdvYzismD91iDOnTzB7+EmS8XEWjrzEtT/602CrMO+0FlsbnLU4J4h0RBR7oiwORDgIRbmZkXrvA7PDuXPWdiG+12lKXEh9B4SMUM3cMWt1SNKEVjeBWJHECdn4FHVe4FHMHzxAvryM6Vukh1argytrtIpZmV0KMjwhMCtDrA2zSO9qFldWyMsS5xzOOhxBN15VJd45rLfU3lI5g2mUMU4JDj99nAuvO58Y3SyTJNKHuaepLEVtGQxrhqOQ2BJ8GkHVkLYlcUvSSsOYRYoQdSUlhJ4vdGnnOrGmTbDChTuKCMn13muE0DhCV2gbx6SzDuMtxllsc9sxzahK+kC6w4OSKsxZfXC7vnJ0hn5e47w4p+KwPmQuet+AGH0gIHoRvmYw9YBdg36tsWhYSyMCGnxBM8nHNjMR2RSz8PcbGQmWFE83UmyYiLnuxn30prdQlnUwaXkJdeCUFGWFKSxlbdDOE1Nx8R03wPAAHhgt94lFSFfXBBmfMVXjCzCAP4dt9d6fc00GIZHCNfwRHcdhrt3sW0Sz1LS2RsogF5TNUj24IiV40yzbRYOnJShThGiclgHDG8Yl4XUvgNJUeAG1r3FV1eipPMJqIi8ChTJfoTXWIUoyrBfYytBqJcH45CUqz+nGCZ04IYoEkfTkDoxw9POCsVZMaQJXyAhJZR0ro4rK1IGH7yVlrUiTJLC8S0cWe0wdVDNCaKwz1KZE2ppIhbFXpqCVpQyGI6rKUtUlpvaUyyu44YCyillZGrIyv0TiK4SrUAkoFVO7wHbHCWw5CI5f5yjykno0wHh7LtD7tR4/FIU7X1pi3w3vpuXmeOybj3P1HXfy7c/cxUOf+ASJVRw+fIqrb34rLz3/PJdeeTWrrz7FPZ/8DK+788O8+vSDHN+/n+07tnDq5Rc4ffgwqTdsvfBabJGzbvsedG+MQwdfYOu2dVT9Pt1eRmEEcafLhp3nY1VCXRnizhi9DdtRMmLLBVdhypJL7ngfJ5+8l/6qwLoKGSVo1SxilGNkLLo3RdSbYmz7ppBdYn1QmDiL1sF9hycwSzxAMGoIEaRJWIF1Bq0a96QSwYotoBhWxE7j4gSpDEmasHrqONXsKtXsiOHMIqsLOcWoIopi8B4lNeXyCIcnSqB2UJUVpvIkqoUUGuM9tTcoHZgUKHWuwwzQnJi8chRlAOt/9s+/zIZL38hlN2xCSY+3DqTDCI+xwVS0slxwdmaF5bkBToCKY4QS6CwiaSWMrZ9keipFKYfzFmNrbMgCwzgXiuba7uv7Xh/ehxgtg8U0OmvXdG5egEVhvMA4qByU1lNbRWUlhfFUVmMcGBfUE9IRfIleNk7LkN/ivMJ5ifERpQ+mTA/UQCkclbdUOCzhYBs5g3E+/GiyOMNuIzgN1w4NLRxaOaxXFM5RE5pSKWAMyfbxjDffuJPrb7kIEbU4uv/pxtzi8HWNRWCKknxpwMr8kGqpAFGzec96zuaS/ov30AK++rlvYJ0gwpNoCabB3TqJFAohw3PkvCdSusENh4PE+6aoe4+rTXPIBSNZGOWEZTrOndPuaxkaEScIah4vqOsqFGznUDLIBq3zGOMw1jYHmkDEEWQpOs2Cr6JxaMaRwroalKQoPaKoGJ+eYnV+BYHBqoxOK8OrHnVVMb1unDrSCB1T2IKqFrTaMTJuMdZN2LK+i08yqrxieTBCe0Gv1aWddKmrHO8deVHhnGc4KEMIs4yo8xItPNbnlNKQtLpYo4i0o6Vj6mpE7DxVXrJxrE0qAQSR8mhrWZibZXV5mTNzq7iyoBoO8ZXFW8PZfo20DjkqGItB1h5VDclVihGa4eoKHvN9d5W///ihKNyd8THu+/TH2XntW9i2azMPfuavGU9S6sqzbt+VXPG6Szj0yitctG8z933+y6zaDu/58C/xxBf+kt27L2ViwzZK69h+4YVoYbjsxjfx3GMPc+0tN3D6zCnOv+xSbFWwbss2st5UyKhLIya37+LFZx7lvIv2oWKFz1dYmT/Bxo3bmF9a5Nqf+CXu+YOPcOH17w1vehc6GEGwautIoccnyHZdTtyJSdpdLA3/wXh0pKiqPJhrIoXSYUrrRDAuqMYm7QSNTZpwKBBMKdlUh9ZkC8Yi2hsmkSLCO0MUJySdlLq2RFkXFUV4Gbpb52nkheFFUq3mJDLMhnUSNZIzgm1ZxeFzqDCHM6amsoJh7elXNbnULBrLagU+0nziD/6aa957B5deuR6tapxtOissVRGygS2SxeWSkydWKIsKLaPgSlOSSHt66zts3jTGWFcFxYe3wcnmBcaGnEvjfSjkTTL6Wvcc3vShmIrGdu19U1R8o5NHhtm5DwXKE5jStReUVjCsBRURhVOUXobOzAbQUOE9pfdU3lL74IAtvKNsxjLhkAiRdPjw/+fwjU49MD6cDwxq14x4jIfKCXIrcDgyKcnwdJGsjyPecct53Pb+19OeHKfGUVU5QgSnZl3WWAPlKCdfKVhdHLC6khMniom9OznTneDlZ57j6IGDfPNP/jWpgJYSjAsZMKUEUw+ac2n0SghMVYeDpblnSBFGPbJx5lpnGyVUuFkJHzpmpUJ2qvEhZCOYqsLoJSw8PVLrgDzQwfIvRTDrSC3CPqJ2xEJgyhLTHyGMwdWWjdt2Ug5HOO9ItMAMB7QyTzLVoUYSdzPKkQlyRRUzv7pKe+NGKifIqDASCgOtWLFx3QTdVDIqapYLR0d7WmNdpFCY1T6mHhLLHOkUq8sFZV6gfEV73SRaxyS6JEkTPIGquH3jBiJpKGpLWVpE1MKKiNmVFerSMBysIIQn0xpvPGfnllA+ItKwfeN6NndTxjoZp/o5J8/0ibVnuuXJYkHiPULkDGtYXuxzZnaJ0Wqfcn4Rayw/6PFDUbhXllaYGN/EgUcf4sSBw3RjyfHliht/5sMsHzvArktuQq32eXX/Ke78lV9i26YWj3zhC7z9Jz/IK08/Ras3yfGDLzK98wJUCnkpKE2FY4xyMM/KqdOs27yLoihZ7Q/Ze8PNzBx9kaX5eWyxxOYrbuCVB7/MtW+7k2NHj9M5bx/djuCzH/lf2Ljraj79X36HJEsRUjQRrp7KCurSIo3BVAEwVYuaOFIhs1GGbjCOM7QOL1hnzJpQG2NLrPONQSJcVb1oIFQ+uDCrPBwwaRLjRqvYugQH+fwKg5kQ8TRa6f93KoCg5pLnFCqVsXinEUJSFCGtu67CQkUKAWtvRqCoDcPSsGoceWEYjCzGKEbOUljP8aOLnDpRc8NPf4A7/+VtRMICEkOQu5W1oawsVQ3DPOfQoWVefXme/uoIygohHd4JOlNdtp83DZrAgMBjPNTIoGfXEqkljlBwnQ+yOScErnGnGu+pG7Tn2jItGCP/fpdim9FHULKEznvtEhrGIxrrG9km/nt6Z4LVvBF/hsOjUbs470PYhQwmqtoJrJAYoKbpvgmEPC0VXQk9AW0EY0KwfUrxth/Zy/iWdawsLOJMsNyHw8gyGhbUo5zl2UVG831WloacOTpPpiIuuuUavnp4nkefO4HqbOTJ777I2aNHaas2HSUZaysirZpDRYeuW2uEVjjRjG9s4L+vPWexbCSDKHSk8NY1pDwZJKzSY60BKYiTmHBAhvGIt3WDvg1sk063i29uIBbwWgabPRIVr1EGwUfh+ZFI+mdPY2pLHGuMhV5HI3tdvM6QSULqBN1eF+s8q7On6E2OMxqVjE916U5P0R3vsWnrBmh1GeQ5g5EBHJsnOtg0wkRt4iSlNhZhKgbDkqISjKqKvDIUeU1kClqtGI9itayQeERdszg/h5KeTjshzw3LqwtEkabbyVBa0JsaJ+2NY5xgeVSBlRSDnEh4Ejuk001YGZRcffmFbN2+m01jGdO7djM+ltKbHGNIxooM46nB0hBpPf3B6j9YM38oCvfY5BhJ29OSFqvaTO66nOmu5r6/+H10lvE3H/svXPbBn+KCfZv52l9+Et2a5Jaf+Um++ud/zvptmxjlK+y96iJefOrb7Np3BSeOH2XXvotZPn2ELbv3oZIex559ijPHT3DZjW/i/i/czYYtOzk5c4rLrruF+z7+x+y64TaeePh+rrvlVg7e/7csDzQbd21gaeks17/tDoarBUIH+zFSQJkTJZra12jdRmYZUasDzoAPBhtrQgcjTEhpSbIszP+wxHGC0gFWJAFnLWsED6k0cS8m6WaoVguddSBKyEc5xcIydSkoi5raBJh/u9MJwQpIjK2pK4O1jiiLwEvqJtNRRwIjwQmIk4yirkJWZlnikFityW1NYT0DK6mFpWi401Gckfua//C/fozKKdq79/DWD157bnYqREgCMS4k21MHKZ/JDSeOLnDwpVlmT61CaRGiZub0Mqt5jUFQOx0KsoNYayZ6bdZPj7Fl6xidVoRxQdqYG0/tgyTQIZtJ6Vqnq5si3izXUHgvwyLQB3ll8CGGuXUoxKLpoutgDHGeZvUQHiIYV7yQDYca8OHwCOtLxRrdUYtGCYRHI4mFIMbTwtNylsRq2kpxwZY2l+6b4NZ3vwG0xhQlYMPrQEqMEeRDy/zRWZ596iTHD8/z8ktzHD40y4apDte9dRf/22cepraCldGIr93zCIuLgrFkmm5m6EWGXhS+ryhOm72Bx5rq3OJxTXJpRJBkImwTEB0OI5oDROuIqg7LR4AQtBC471JKJAonwk3EQzCY4SiKYRi9NLcijEUoH8ZcLsy+nQ3c6yhJccLhjCeOY4T1WFlj85puL6XT6RC7CqsEy4McX+akY+vIlxdI04jByoAqr4mqkiofBRWHjtBZjMq6jFDkxpK2I8bXb6DVm+LkXMXqSk2ZD2lHCd1UkcSapcUB8/PLOBkxpiRZpw0io24S7OM0DnLPgSFrxdReo7MUT4SpAxNcSI1IErJ2xvrxFnlVcuzMiKo2vPDId9HLJzDlEq4YEmUtTg1y+pVHe08cJ7TbEh1LVNbC/0BNyA9J4e4vr7B+41bOnu1zwzvfxcFnHuTC626kN7mOs/Pz/Mxv/0ce+MP/g+FQ8e5fd8cIAwAAIABJREFU/TXGxiSP/d0j7Nx3Pte97Z2MBrNsP/9Kduw+n9mlnFh7+meOsm7zRl546Duc3P8SnR0XMTmZMVjJWZo5xSW33cHOjR309PlIMWBi815279nGiw9+h+7kFk499Qh7r3oT3XbK/scfJo4F1nzPP52NjVGXhtHQsfO2nyNtd0IStQgLOOddmBNah9fhWmqqGoFDa3UOGCVFk07oFaauwxtCCGpTQBw4vaOVRWx/wP/L3JtH23WWZ56/b9jDme8o6Wq0JNuyPMgTNgZsphBCAglDoEiaVBJSoTJVUl1QvRJqpXrRle5UKouuylRFQioQKAiEEAIEbKaAbQw24HmSLUuy5nt15zPts4dv6D++fUVWL6jVq7t6LY6W/rjSHc/d593v977P83tEWeH6BcUow1UGKxxCCTY2x1gJ1gS5IcIBhqq06FgjnK/ty+CNARRlEaKejPNU1rKZFQxGBZkVjEoRulk0xoU58SgrSJsNvPS8/e3v5eTxTbbfcCOv+vFrwwtxa+EkwBpBJUKHVnnDbK/DwvYe1Tjn7Kkl1s4NWF8PlmTpLVq48LwKy7gwnFrOOHZ2g7OLOS6K8EJSOF0XeZhYRW7BeoXzOoyeRMi+9CK4ML3YGpM4rA/KGeupF3G1UqIu8lsONVcXqLAMrXXXdQ5kcJbUjk9JUETUskVXnwqkhxhIpST2IvwVinYkuGxnytWXd7jtZTdx4NoDjAabeKMCs13GIAWmNJx9boX7v/oUjz25yMYgZ3FjTGYm7N4+y+GXHOTT3+ize77B+97z6/zLn3w56BCO8dS3HiWmpBUldSJ7uB6sNTWXJrhvt3Ig40ZCJMI1HesY4UJXXD8x9crY1MnuYRwFhHBhJ/DOULmw67DG15LX2mfjtrIrg+tTRhHOgJaaOE1wEiKhMNmYPBszd93leGfrEY0naTbRNqfyCcpP0DphUJVESYNh5ckGY+LONHmWI1RMdypF9zpsDifkkzG9dosoEogoYVx4IiQt5dDas5nlSGtCAIjzOB9OzBZDmVd44+ivDdGtBuPhGOcFZakYDDKkgk5X0+xG5JMKoSPG4zKECntDvxRECra1I1LpGAwzBiNDrxPjjSLWgrXBOmbsMUXJynBCZSSjvGR9MGJleZNWmiCUwHpTo6C/9+MHonAnjTZHnzlGb99lPHLnxzlyx2t48sEHGGUjXvbmn+W+D/wRkW5x3Q+9kXs+8qc8dM/DRKLPsPSsnD/Jrmtu4+QzT3Dm3Dmy4SI7ti+w9/B1nHz0Icb5mLHRzPTAVILnHvwyr3vHu7n3I/+ZEyfP4UZnaCwcAZPx+D0PMj0/xYXnniKenWVz8XnOPXeGXfuvDKqCWkmBd0RpUi95FIOlNYzSSNmgMuOA5PQhNktoRVnZUPRE2KcLETTbwCWbs1ShG7TGY6xDxyl4Q6QTpE6RKkLpiLy0tJqNgCi1HldVKAHC1jNg4WqnZURnZiosJR3Y0gR7uQw63tJ5rIeyMlijsAKsigKNTlmMUJQudFsOiZWwOipwUkIi+I9/8LdoHXHFS26gEQfetghahsCgRoSi5wRJQ9Kbjdmxa5ZeL2WUW0rr0CLM11Vd8GssOU6GLm6YV2ysT6gINnzvw9jDCYJZRYQlo/cSZ8PIxrl63EQ95hAKK2oJWi01tgJM/Xmsr8Nta6XPVu0SIhBjtgqWr8ci3/0/Watb6i7fB7mcEgrpA2tZCUgiy/bZFs1mg+5sj6IaX1IYySh07UopRoOSC8+vcvy5RQYjixcRxpRoH/Tni4sr9PYe4OTqOk42+OV/++/5/P1PE0cJzVbE+QsX0UIx3W6ilax/poBXQKiAElYCUatwhJT1PgaKwuDCBcTWIr00Bmst1oYbsjUgdcAHgMBLdUlm6QPDIEgK5XcbESnrEUtla7NVRT4piRNNlZvgIPaalSePMbVtAWcNpaloxim5MWRGEzcaVMbSoP7WrENEDl+UiCgmTiRepRTG43xErD2psqTNmMoYYgocimanS38wpNFMKaylrIKTU0chPzKfGLwV4YTqFZNhRrMRkedjhC1ppi2cqeh2OygidBwjRKgDeVHgCae6hV6M1IpIKQyeZiPQNrWAcekwlWa5n7E5yHBWstYfkOUVkdKIOJxSR6MKOyhCutb3efxAFO7xaMThqw6z9NxRDr301Rx/9FEWrrqGH3nb23j6q5+ivzrkjre9nU/96e9y5I4fYv81V9DafoCF+ZTWjit49O7Psu3Kmzl07c2Ugw0OvuQVPH3f11nbHHPLD72a2R1NGnO7SXfv4Y5/+s/5/Pv/A7e+8RdoNlJWVjzZ0gWOPvoY7bkeS6tDrn31j9GKE04+/DBXHbmRM8+fCKJ9KgzBcah0M6wovSLZdhiRtCgjHcYfzqGlurRwjCSUeRHmij7EZSkV3JV1a1OzL4LKRAuBLR1uUpIPxqgip39xjdGFAcUwozBVmDuKS6WuluAJlFdIpYL5QUqkjpEqzF2NNZTOUXlDWYWLN3cwcY7KerLKMjJlWFCp0JkX1mG9IN/SoKuw/Bs6x7t+84M41eLnfvtnaemQgmN9dWn56QiZhYtn+6yfH1JVFWcGluOjEttsYqQkLwtaTUVTW7QQSOHRjjCXlZ7SQ+k9FkkFlCi2TzXxSmCsu2RX99J9N+DY1zpvAVWtQvGiToSH0NlR3wS21Clhmxlm13UhD2L0UJxCMdrquh3aOxSBJ5IIQSokeovbLQKGdGFbg4N75mm0NXv3zzG7oxfY63WKjMeTDSvuv/tp7v3aMR55fIn1YYFTIkRraclgVFJkljf8q7fwZ+/9DKeHYy5mI/qF5pnlPqfWBghpWDt1Cq1gnA3wjsAeAYwxGFOFIu1rhy6CyTgLckcpiRLCiUIGKpdxdYiHD+MBITRSBbt+ZTKU8oAJhh6pSKKgNVdah2IoFcYbtlZrQatU3xV96DatdCFc2FuoJJPBRu2KD4k34/UJnbRkNLI0OykrGRw/djagafG0OjFz3RZZBUvrIwaTjJ3buhgk/ZHBVw5Z5mih0d6yfPYskffEs3N0Z2aQDUW72aDbSohjaDcjhAw3mIQS50sGg5xmq8F0r0ucKDCeyeYQJXLKPMNNMvLRhM31MZP1IQdnI7qtmMLkjKuKwgiSRoJOU3Q7pjelUZ0GVRSCigvvkVEbUVRUVZi/Fc6Soem0WnXC0/d+/EAk4Fy7d9a/86YprrjqGs4cO8GLXv0q1s4dY+3iOsnsdrbt6LA2lFz30hs5f/RZ5rbtZpSts+3ym/j8+36Xy6++iY1zz+OVYN+hQ6yeXiTp9BhtLHLZ5Vcz2tigImNw7jzbb/5hzPB59NxVHLjmAJ/6397Da3/tXXz1A3/AVa96I5unH2OwOqLKBqjODGsX+sxsm6WrMo596ShxJTEYunMNOnFK7hKu/iefZeEN66x89WM8+6GPM1irglvLBf2vwyG9vsSQDiqIuusSAiUVlamCflWExZzWimiqgawDb30eTByurLA2JKu4yobFmQBTVVhhkVbUx3zF1K5ZBmsbGOspS4t3oVBppSkrQ+GD9XlYlFRSURjF2BZ4IciNpbBRkLkJyJ1j6BSWionXWGHAePZMN/md9/wsFAM+9t5PsDY2KB8FPkltykglIASzvSbHhmNOTsLNKa0sb3nra3ngi3fXGYKWbidlsJFRojCVpaolbNa7eh6rSISicoROvQ4YkGiEr9AyCoVZhZGA8KGIiK2Z9qU5d7jubXj6LgmvwkIvFHm5pbl3Hl8vLKUPz6/6R0EYsn4foaGpNGkD5qda6Fhz9U2X4T3BXShV7SmHbLPg2RNLnDu7GVQ11qOlwEeKvrAMquAG7UnP/PZp1PIEawz3FTmtTkpKCNttNRTbk3XEKc+1022mmyGJ3U0KpLNEQqBVYM8IwvhK14wcZy2dqRZ5lhN5UQcqOKR3YZFpA8/EmZI0iQm6fIXwFV4qvAujgXBNewQuJOg4H7TmOkLJS1MmpA8RbFKEG4Z3lkRLlJb4hkR7Qdxsko1zLpqM3gtvw/os2NqbLaq8YNzv056eQkeGi5sFFQolBWnUIJIFRjTZ3NggltCONVVRMa4MqdCcXx1gvSeNJGmkSNopkU6IkojVc+fxuk2SNCjLMeurfbZNpWjpiZoNhNbk44pYexodzSj3bPYDJVIYz3xD0tnWZrA5wWmJTTSb6wUJ4BMJpSX2DotjZEH5iEaqWR9NaCfgZUKsBZPJiD3bZ6iygt/6hxOcXJ98z0H3D0THXRYlSnsGk4o3v/tf8fSDd1PoBi95289z8JqD7Lj5tVx+zTw22s7cZftYG6/jZMLXP/J77D+4n/PPPMz1P/ZWDh65ljOPPMm1r3wdp5/6Ntfe/CKefPhBduzZy9rJk9z81nfw1Nc+wZU33MHyY/fx3377XzO1e4HP/Zff51W/+C7OPXo32doah669jn6lKSc5+y8/wCDb5NypNbLSYEUFXtCMYmxe4IqSZ+/+NHLH9cTtJiqVAWCEChRXIUIBUOFFvnX0Vio4JhF1IdA1l9u7YP2uHNUopxqV+BxUnKKkuhSAS90pOu+CNMs7tJB4FSSGQik2VjaYTAzZJMMYj7UEYlpVYmsjS+kMTsVUlWfsDNYpcmOofBSKpRQU3lI4gfAW64KrTgmFQfDMxoR3vuv9LF8c85bfeBM//uNHyJ2hqIXKFkHlJc7C4ijnzNBRGM9m5bng4Y8+didPjTKWpMSmMQeuvhydaFqpoNdSTCtoCIiFQgiFAEpf4TBU3hO0AwEfIJS6NBfcMoBYb9FbifM4dPjNEAlBLCUNJKmXpAhiBIkXNLwIhRGBdp5ICCIkac2EjFB4PGks6CaKbiti764Why/rcvnlUxy5dju7D25j38FZirLAuuC4HY1KHnngHF+56wm++NWjnDi9TuYsI29Z17AoHOdKw6AMGvtIKnrNBtniJsYYNqhotps0ddDiW2sxuefw4YMkSpNGgnanSzmpTTdSUTpP6YLU09RBEOE6hCjS5IMcGaJ/8NQSRxF01wiQBE9C5TxVGQIJQrC1RAmP8SYAuJRAKo2rLe+RVghcUKf40DxWNlw/xgaud3dmBmNCSnzamQkwRlOR5SOMsURJzCDzNJIG4/GIhJwd+3bQnWrQHwqEiLCjjMqUFK5gnGsG/XV6vR4NDJOsZDjMSbVgI5tQOklDOJK0QWmAqsJUJa4Y0Z7Zho5jymxIU1l27pzHa42NY/IJLC8NyAoDOiIvDKiIPC+oioK5liFJLSvnNyirHFd5yuGYdjPBxynaWfLSkuWWPLd0U0m3HTHJS67crmvJa4nxjh07tpEXFaPaufr9Hj8QHfeBmdR/9X2/zWDpKRZPr3DL297B8iP/QDYacOS1P022fJHmwZdx+usfpttu8c0vf5GbfujVUEXc84VPszDVocgK7GTC5S94Id++62+48srDxL0plk6dxAnFzT/yeh688++Y372Txx4+yovveBWPP3wPrfY0L3/9T/K1T7yfw7e+ktW1C1w48TzNtMPeqw9z9MHH6Mz2OHTFPr7wn/6SrmwjPTSm2jQpkdEMq/1becvRj7J55+/y7H/9L1w4to4kDjB5FQX5Uw3cEeh6dmjD8YvgsgwBteCcQSpdp3JbOlM9yiojHxdIHQWnlYGqLJCqRmM6R1GUYQFnw4jD4SmqgjiJKUqL9Vugq2DoQEjyypB7zSgvKVAUBDNKbhSl2zKlWHIcE6cwzlEIjxHyUoDxxINCsisRvGD/HLe/7AjdtuWTf/E1hkU4lkciWKSXCkffSibBKF7L7UQN3Vd44eni2TPVZWz6XL9vD8unVvGiJDeeiZG1DE9gCS6dVGmm2mGeHHIQg37ZCIurPJXzKK/wskITURqLsSFuzNUuRwlULszZtyZXSoZg263Um5KKVCRoJem0Be1WRJoqoiRGCEGvmyJTTRRHCK+RqkLGCVJo1pYnPPb482yMc5yTeGExQjBwssb3amxtjFEyyCKtEsw3U8RojKqNMRecxKURyIhYxyhyMif54Ru7VN9eYltTsLCtQ6/b4eLpJYQLJplYayI8MhK4yhBpiSQmjmuTjhQ4WyHqxbpxvtZnK6gZ3q7mq8RKU5RViOJzW8wYAVKFzyFDwa6tlzU+19eu07BMxwu08JegVnGkidpNyrIgjjz9cc55BL2bjqClJs/6TPU6ZBNDu9cmmxRYJ5iM+iQ6jFtKn9TL/hjGmzjvmJ1pMclhpT8MppqSkENqPVEU0U0EVazJRyW2GiNkQqwVvVZCZgRJQ7C45hFmhFaa9cGERizQTY03ktlmTFs7hHb0M89gbEgbEdOpxjcU44lnnJWYyYReK6YwmkQZjIzJixG75nus9ccMbUo+yei0GsjEIX1MjON//fKznN4svmf1/n/M4/7/8zG9sJNnvv5pujsv52W//Ouceuwxdt3+VqKGoUy2I/sDTj30GRYuP4hxipf8xI8wvLDBB9/3ceY6KYmAF77iJzBVn6986L/RmZvhwC0v5Ml7vsa2XQfZXDlLdv5sYEkMVpmf7vHYA/dy84++nkn/BPd/+hO87hffzWc+8hf0l5dYmJ/n5T/7Kxz75udpNAsO3fgC7vzzDzLyijkRFntFNqDVbqL8mE55P3hodaZozkwTiSxczCoKGYMQ3GhRhDMVIOvC7C5J05x32MoF/W1lKR1EkWA0GCJRRLpBMckRSuGVD4nhBMswXgVUaj2r9vUiz3mFkDHWZ1TGgpcB+mMNuQArFEVRUorQGZfO4KygcjZ0P9pT4TFGXDLA1NPKgD61HqfCdfVEbtDPr3Ds1NfYvU3z1l99DXd+6G6W1kqcDKOGJiHIQbkKW1P0Sh2yCBMpmFSegVc8sTFCSc3iU+eYjkNS/LQKrOTKCmwtcVNCMKkMPRHR6TVppiED0lVhtCJluDGomsFRGhf2BzZgCCZVRV4KjDVELoyQnBcIBc1E06yDYWVkiXUbpRVJHAUeSxKWdZGOsTYsfaUKaFQhLEKlVJnlvm8+wdqwxAkYq1DSjAsuWimDDt5ZV2dsxHRbkuVJRVNayn4G2iNNWFAOrOXgzCylUyTa0WzM8+SFdS7bf4invnmORDbZXBsz3sxCnBj+u9eYUiG5RsqQSiAd43FOEmk0AYQmnMN6GUY2taXdO4dCEdUjHikFOpY4E/Y0ljCS8r6sl2lbuvpawlOLMINsMkSYeUJYsbUgarmp8AXeOlwkSNIGfjIiG+c0YkVvpouIm/SaEacXLzDdSGiimN4eEpOG45J8NGE0njDXSdgsDXnp2cgHjDKDEIaZbkQ7gayAmZkuoyynkhGtpsCLLqMVQxI50maLlc1NkiSlMOCrYMFXStBoNBllY3xRsrOtWJjqQNzkzNlFprZ1mNnRor+8EbAKRlBNMpxxRFGTNJLgSoqqpKpydu2cYm0wYXVYsjDfQM3MsLS8znSnS5o2GSydr8143/vxA1G4x+urNKeOcPNbf4nVR77AxuKAg6+7CcQS2f1fYjwYsGvfdeTjZfx4kZNPP8u5U8fYe2Avzzx7nJf+8B3c89m/YvPUGQ7feDVX3XY73/nS55nadZDVpbO0t81y4tknoRrSW7iBpZVj3PGGNxI3PE996REWrriKv/qLP+bE6Q1efP2VHL7lxXz0P/8eXQre8Gv/lg/97m/X82eNj8IFmeMoq5K4oYi7G3hAtro0plpBxy09tg5SCAaOcIx3NZUMuLQUE0JQFhVJktQTWIlzhqoKXI9LWX+CkNAtNSKyFEUw1HjpkFJT1ZwPa0qE1EgZkqglGik9FZZUKUofrMuV9Tipw5LKVkH25UMKSqWC6sRuzeltbaaoF4AgiBNPZmXNCYFF45lVFrVsefhbp7np9oPc9XdH6eiAGopiKKyjaRUDD0OXIJ3BYtizcBknz5+hcOGFbQ3kElaNpyEk1js6sn5eq2CzVsrjlWRzXKJUivLQbsd440kSH2h61pMoTZZPQAlileBMGUJkXUxROYoyR8kEgyOJQiizIkKmkOowl44TiRKKKI0CE1s7ZD0OE7VOHGS4KVSOk0+eYmOcszk2VMKRizh0+s6Fm07NTQlWc4nQCq0EeIX3Bcp6KimIrbh0qtJJxPyOWYpRGUI6ygJbTXjmmeNEURLoct7WKUUTtNIIZ8PNWoj6NKeQBMhVksT1dejwWmGLCiXD793XkkKxFTEnNUhPWZo6xSjcsKWXAdMQhfEeyHBT92GZ6Wo2jbMebAgUFiLwRiygVS0ddB5VS1mV0GihqKqKqaagqCokOSvjjGaSgvUUNkNknrg5i88MlpjCFGyODI20weqgj/FgTBi1FVUBSiOFwZQlSgjyvAwQslhCLIm0pr+5jvUal5foVoqUlk63yWBc4VxBHAU+eRp7JuWYynmiZoSqLKU0CCqMbDLoj2jGEVle0W5H5K7EeyhyR68bMRpPiKJmsOkLTzMOJ/LEg5iM8f+dog0/IKOSQwtT/v6P/Q53feTj3PCqNzDdszz/9CPMdxv43hFSf5bHnjyFtiXr/T4zO7Zx8pmTrC2NmW83Ga6f5Vf+l1/liW99i1ZnnnMnj3HlDTfx0AP38tLX/xRrZ58jW9+kPb/A6vlzXP+KV/DIXZ9kMhhx06tew9MPPsFoY43Lr72e+++/n2bSZGa+y659+/nWl7/Gldcf5oHvPAsrqxx0mklmmNq9k7kdktHSGtHE8MJvrSNO3s3ane/n2+//AqUL3dTWFl+EBKiQAOMJWX9ua7m4hbkEFcmQmOEcIpLEicKZ0B1LH8BLvpYylVXQERemBLEF/ZEBWVmbYWQqKEuH3eJ0KIUSnsw4CiA3kpH1lM7ilGSUhxGIwZN7hwGMF1SeYEcXItjqa5t6pkA4x8AKjIBEeA4nkmkBsnDcsm8KMcwxdZBu5T1pu8H5jQkD69nIDP/6j36LD7z3zzi6uAleIWKBFoJ+7qhcWGZJ6ZlvKZSVTEpDLBRNb/AEpoZAoGTIaIyEQiqIZTgdKB06QSFCN6mUQUmNlpI0lZcWb5EO0DAlVS2PUygdjDFOfFefLCNNZYLzcH0tZzIxDIuczf6Y0kIkFRPpqSxk3iO8RkW2ZnSLOhkdDEGZorVGK0kj0azmFWllGdchu1o6Ig+L1nPgwE72LPTYNjvLTK+JTFvc862HadkNtp8pmIoV7VRgq4pISWIpiVS48OKg8kP70CGnSRxOgSqM5AKLwQeoVP3nUviHkDgckdbgXIjhswJZhwJb4/BUwdgjw/MUFDhhAe+EQCtCEINzJE2Nd45kqkm2PKTRS8PJJpFYk2MqwUlTMnflPhrTXYyI6edlSLFRnkhHrK6tEEcpjVixWgXOiDRBXbS8GWL8EhdOXMZVzMSSTiM0P0pHlMYwHpf0pjoYa6lGGSoGU4CXltIqGokgTjX9gWGcWZYHQ6baTQ7MaqR3DDLAW+JugqKi1ZwiG44RBMWTFJALRVVM6LXbeJXihWI42KCyFThJc9ssDR2UUWv9nL29mHE24rLLdvIz7/8Gpze/93LyB6JwH97V8x/4tR/h6W8/TjQ7T3e+y/LmCpNhwdTO3SykgiefPM5GVbJvxw7OnDmHWTfMTSfMzHa58UVHePT+B9ixaz9nnjvGS179cs6ujdnZlJw//jwzO+cYTzytmS479x3kma9/kZ1X3YRAcPShh0hjxdz+A1w4dhzrHUde8So2V05w4jvPMbN9mkcfO87C/DTr51fZnTnGowlCCbbv6mL7QyIleOW3NzFLj5Ld+xHu+9//DEtEYbecah5bEsTWUuJNII4JJb7LtXAe58uaCRFhjUMlMY1Wg9Fgnc7sdkw1YtgfoWQwWVSVwxhzyQ3ohKOsgnog0oH9UdVLqkmRo1UcgPjeMREhFGEwEWTe1owQQeHCzLCotd6udg3meKwQtXMxFAGPIBdhBppZKGWweXelYJ8UXJsKrmoJFARHnhU4NFZA6cKNZmw80dwMJxdXmRjBIHJ4NIO8wEoV7Oku5BcGoH+4GRoc80mMqKH+0nqEgsgHuJESHnwoutJLICSS+9oWuZUyL2pyn5CeWAW2urOh+CgpMFRYKymFBUMocOH8ReW3uOuSSEuiSDG7c5ZOo83jz54A7ykFaB/GYkqooEeXgtRDt51QOke306Yz1WEwmrB6bpmJcwy8QjlPojwlgn1X7aXdiOk0WsQtQSdOSJImKoEP/tVXeJkUHJifwhcVzpdoIYilJ4liEJaIQPlLZO35lBr9jzTrQgR/ghISJbcoluGEGEUJpqqCzDXRCOqUd6dQ2oML17CSAieDRscZcLaok5tC3J3WCilACEej0yHLBlBAqxfjrEG0GniXYyrNZruFnGmR6YRBltNKmsxMt1A6ZnOQoRoRxWCTshSkCeAjVsqCSeHJS4NCgJOMszHbmw0SHZyz1ku0r/DCEsmI0glmZ5ssnlmh1W5RGRCxJcs8rZbEkLK8OUA6T9Jtk21M2N91bGQCFXmEcOhIg2gy1a5odrqMh47S5Ajn6BcTvI+IXEY61cMVisJZKleR9DqYiUfYnMo5uolGCkerMc35pSV+/xtnOdPPf3Bn3DppcfHkCd74y2/nnk/+Nc88tsLCFbtpTlvcOOPbR5fJxmPmei2e+9ZxWklIjX7tG9/CEw/dTxnN0+51mOQ5t7/l9cTpdjbu/wuSXQfp7NrN8tIFrrr1xQxWFnnoc3/NrsO3ceyxp7HViMsPH2Z1bY3R8kUaU/NEHcU37vx7du2/gtJaLiwNufHWm5FTTRbX72c8rvBeEANV6WjEKWXuuf/D3+YFP76A2rEdGZVUlQ7xTc4FA4JKAoMEUHGENcGBt2WGwFm0SnDOhvmnConvk9Kw68A+NvprTM33KL1D2YhJUVHlGQiJ0oqyLHCmZkY7mJQOKyU2uEhIk5iyCvb3kGEpKZ2gwISjcWDN44WndGB9UBf4LZCSt2xxqsOyqdZFRx5rFInyIVxAesY28KivaqYelJj5AAAgAElEQVS04jBrtd4hdDh2Wy9IpMdKRRJZzGCTK1qKrPIMiVnOS1IdMbCOkSBwX3xYGzrnyUXgYQ+qgpZQVN4EI4txKKWIkShnEURo59HU8ksZNN5bSerhPB9MMHhLacMLUfjwM4f3DYaeUN4D1KoisLe3tN1xJGi1EnLjOLe0iXErSCXRQpEGryKp1vRaEVcc2snCrh6X33QjqR0zUR3+/I8+xtrZNfJsjHHgvQ5YTyGJZro47xmXDlwekuB9hGoG7ntqWvxPr38lanGdzWeOMtduU+QVCIlXgspWNHRS71LC3kMqwuJQhjZYKRFUHEoH/b0PRdjaMB50zuIRKKVwJvwOtASLBSdDSG79cWUZsLICarOOq52cEl85hA7slrIs0U4xqQqizjSTzTG6sqRT0wzXJthIsFE4ZDakqCR7tkcI4dkcTlBKkApBpiLipmKUjRHesrE8ptOKiZQgUYJxYUmTlG5bMsyhHGckSYTzjjhJg6vYViwtD2l22+R5SRoJjIco0Qw3J1QRxErRbDdpmAntpmRY1eNNJKmS5HnJwoymOzPLoIhxbGKdoiwmbJ+e5uzFPu2ZKeKoSeZKxoOMbitivtdk1eZIq2lLR1EGKe3ScBkZ6zA6+z6PHwg54GTY55Vv/Wm+9Km/5dbXvJYjN+xgsrbJyvJF1pZH5MaxcqpPa3PM3ukG2mb86m+8mW9+7m946Zt/nu987hPsvOZmfvQ3fpNvfuKjHH/oXqL2QXLj6W7bzsvf+BaWjz9J2V+jMX+AybjP3Fybm150O5trG5TDTfYeuRHvCs4eO82rf/JnOfHoIyRKM9vrsLKe8akP3cnxU+sMhhOss5TGIH2EcY4oVRz/yz/HN7Zh2jsQPVErHMIFKwgdl1ASb0M6jAqw5zA+sS6kTtfQJOFF6GqFYn5hhjNnz+FFm421FbSVjIcFk/EEKSWRCmnUzgqsVSEkobY8eBvocM45ur0prA9OxrxGdZrwugvWcadwUoQiTtAQB2jSd52BNaoDROjenABtBFLXBa8WRFskL+tpZlJoakijiGaUkChJohTNSJEqSDW0laCrYSoSzDUku5TncKq5PPbsVLDNC5pCkghC4ouCroSZVoRWKZkPnb8TjlxJJt6TO0cpQrZl7jxjJ8g9lBYq/10QlSO4Ya23l2zdlZX1jYsgN7SBieKFwnrBxIcwgQKB8YqZqQZzs122bZti+2zK1Xs77J7u0I4jptua6w4t8Io7DnPNkb20Zjo8f36DL3/9Of7h0/ewKWf5wkf/ig88+AxaFQCX0s+d9cwszGLR5BaeOn+Rk6ubIMLb1hiyomAw2iArM1abJZtFQZ4VIehCBpyqEOHUZU29s/A2UCnxtTRVUJQVsQpoBCXCrbksA3vbYbFVaDK2GONCBPOSlGEWHhqSKjiKZRjF4LauGy4tKYUWSGURscSXFQ5BHEW4qghLd1MyHo2JooQKmGol+Chh30KPc+eWGKyuI3wJxYTh5oh2p0c57DM3O0XlPdu7TVIFLRy+NMy0ItJYsr6eYTKDijTZOMc6SeWgPy7qERusr45ptBKUipE+YpLlbBpYXeuTerCDTbBgnMGasC9xpcGUkplUk1vJ6sU+xep5ZnstEBPGRcloUNBuBVzw+vqAvCjYe8U+Wu0eqyurJNYz29akjZher0tVjolTzVSq+P5l+wdkVHJwrumPfvOTnH/madzmOb74t59BpDM47zl+ZpnVpT5X7NqBmSzxjl/6KZ687x7m9h/m1PFj7L/mCFNX387n/vjfMnPFC3nLr/w8H/+9/4O00eVHfubtPPKFD7NycYNbbn8xp46fpp1q5vYd5OK5RfJJRqwE83v38/i9X+PAoUMsnTvP+eOn2btvB509B3jkO09QTAxJd4bnTp1nanPA/kSjvUdrSacnkbmmsorXPL5I+exdPPEffomLDw2paqedv1QowpbfVR6tEyo3Qcv4klMv0O5cUIngEDIKGYQtS683E1yTWYWlJMtDyo6rk1GsczihL1m4PRJjKpwP8rNIh0VcGYR05M6Te0HuPWUeinQhCctBLyg8GBm6a+vCDNwLSVl/bu+Do7IkyPMqILeOXAheG3tevatDKuvRqXNsvYa3nC5mCx3qHAgV6IoeSuvJjA0M7NKzWnouWNjYGtcg6yWpw0qFMI5Ib9n9AwPbAzGOplLUEm+gDlUQwYIjUbDlkBQiaI594H7L+uZFbdcRQavCVvq6Isyn92xrMz3dIBGSG267gtm5aV72tp9j0h+yduFZxptDhgPB6vJZnnn8KZQSREkX4R2nFgeURvGiQzFv/tBjfOo338R9n/0aZy8MiWe7qFaHM+trNJIea/mQtXEVlqPKcduVewNISljajQiHYrgx5uWHruK5u75CGkm60wmTQU5LCXAVioQ48UQidJBa1CHUIsy1vQ9pNEqF30WUxJRluJlEWhOpsNfwHoy1qLqrrof/qJCcEebiHrzQgY5Zc3uov46SAWnsyxKFxklHs63IhaWhGxQdzeGb7uC+Z46yWRi2zaT0jUFHLcbrIxINIgm0vXy4yezMLF4ZWlPznH3+DLt3zHDq1CJTrQaVE+AEuTPh6wWqMZFOyMuSTqvBxY2SqZZjdqZD2mhgKlhd32SQCyZ5wXQs6TQVm+OCSCtUFCNFTiQTWo2YfJwRp4rKCaKioDHdITIlE+cwBtaynO3bZjm/NmZmpk233WBSWcbDEZ00IfUSESustxSTnMFwzFSvQUsr3vmFUxxd7P+/G5UIIfYAHwZ2AA54v/f+D4UQ7wHeAazU7/pvvPd31h/zbuCfERDNv+G9/+J/72tEjS5f+sAf8pJXv4GPf/Runj1X0pTnWdi5m2x5k+u3txCMufWH7+Bzf/1Jdu2/kuXzZ7ji+ju4eO5ZTp37KLe/9Z9z3QtfyF+/99+Q9LaDh/UzT2BLwdz8Nk4/f4JWqhEq4tz580TWMd5cZu8Lbuf444+yY/9lZJMJowsXiYXl4Atv5+7Pf4XJsKTdbfHI8dNcWOlzTSNFa4Wog0Xbs9OMl4ahnAwtUTxHb2Evy/6pS7KosPwJECkkaBUHdYlQl97HGBOOrlIHWJTQhKAsgcsFNB0iiihdH3yE37Iv1243J2Qork7Wad0epEIKhzWSwpq6CIEXYXGZ+wqsRkWKwvhayiYprb+UHUndgQkhsSLA9qvKX+JPaxmYIZX3aEA7z4GWJqmVLt66+joK1D1R38BkzbqwNVTLEpx8qRA4oYISXUJbK1o4xpYwUzYWnSbBUOI9OtRdQCK33Jo1pnZig41e1zS8Wl0cqIEysLOhjgVDbH1z+K1xUF31vfcYEf7VSeqbqyCWOf2+px3HrF7os/OKfUQLR4iv3MWUSuvxCrgy5/p7P8jyqRM88ejTXFjcYH2QsfjcEi+55no0cM2LbmO0ltF69hit+Tm+8uApciNoJQV7ux3KagORNBiPco6eWebQ7m1Mt1Mq54ijFhvFgA1XIGNBbirMekGiBFIkoCKUcGGhKiUNrcMiEovwqs6lBGHDjczVC0elaiUTHufqLErv0UqhhMMYHzJSTd2gCI/WUdB+XyogQf4YEU5MvpaRqijClZa01wTp8KMS07aMNibIub2sTx7FVAarEmIRsbkxpNfSwQg0HtDfqJhua5wS5HlOoxoxN9tDCkkjjjCVq8ddYackpUChmBgHwtJMWiArGommkXrSKGY0LDAWci/ZGBbMNmAmCTx3lKbRUAwnhrlWBBik9aSdBsNhRqOZ0m5Psbq+GX7WSJF2mkhjyCdjuvPzNMoJF1dXSdtdoqRFUwUlV6xgVBritInKchrtDuQDrP3/YHkXQiwAC977h4UQHeAh4A3APwFG3vv3/t/e/2rgY8CtwE7gK8CV3vvv+11cvW+Hf+eL5njs0TP0Oi2m9u7mwlPPklDyute+iFMnz3L4hkN845tP85KXXs+5UxeoVIwfr3DrD7+Be++8i6w/YG73flZWl3jdz/wU42zA5z76V/zkP/15HvnanUxvv4zuth1UxRBvcsoqYWHfXs4+8wy7LjvA8aPf4cKxM1x5/TXsPXQNf/83n6UhYq686Wo+/fdfZnl9xHBk2N1u8YKGpJtG9Idjdu6cot1pMT6/yXXv/TRzV89SfOcD3P2evwxRWjVYztbp2kIIrHF11t+WJNBdmpcGs4OkMOWlpU7lHJGqSYMiLM+sDy86V1uwjQ+FpzQmyBYB6ypCOa0NL1JSGcuocpRSkVcWGccUhaPCUHpJ6SuM12EbL0KyCy7wr50KvGnvfSDE+UABNL5mjxu4rgGv29Wm3dJUlQvgHhdeLOEKCEVy64a15Q7zXmBsIBVWQFUFjGvpPEvGc6KAn/uFH6M9VfGHf/oPLA0tE+FQDpo6BPDi5SVnan0toiQ0vdhymqN8mMniw53Ei+BU9bIuWv4foV3l1vcGOIMVQdKpkUx3BNpXjCvwUYturLnhujl+6n/+FXZccRvJjlsQqQQpOf/4Cp/541/mySceYpQbJqVl/fQKnYbiJTfs5xf/6xf5rZ++jT0Le0k07L9ynk9//imeXd9knDsiBPOzMcKlLA5GTIoyZFQmEa0kxnlDmZVIV/Kay2Zx51dpRpJYKBpSo7FEUqCjIIeLgFRrpADlRS11DT+rrncaAEiDVgmmCHPwrefUOUesgsbdbI1KfAB64RxC6Pp36y9Bu3CeOJJIrXHGXMpg1Soi7kiiThuTTZgIw3njGDVm0I0EpQVZPqI9N4PPCrZdtocLz5wg0Z5zGxWNJMFYQ8NbDtx8LatnLjDqj3C2orQRVBVWS3xl0VrSzyyNWBNpR2kM092YOElotlv0hxnDiWN9MGFPKyKNHJuTHOsEzfYsa4NNrt7TY21tSKORsDno0251MN7R6SpsDsPCMNdrI+OItbUVmmkDGaWMKxfEAcKQlZ7pNKHKxnhf0ei2mJ7usrQ2ZLqpGPVzpmZSfvFjT3BiNfsfoyoRQnwG+BNC+vv3KtzvrgvSv6/f/iLwHu/9/d/vc+7tJf73X381uy/bx+DCOYYbE255+Q08/fB3OHTL7Tz98EPc8qNv5isffB+7D1xGUUyY2Xcj557+BkUGB6+7nNNnFxmOJ/zkv3gnX/zwn5KXissvm+fi6Yv0Nwe86V/8Os9+6xsMNlfYedmVnDh2Aq1Lut0Zls4tYjcu8OLX/QSPff0+VhfXiFot2gsLPPf8ImfO99k53eP486exSF6oU2I/IZaSVjtFqRhdlYyvuIOf+IPfgQv385Vfehd5EWG8Rakw0jBbpLmaU2KNRcdb3aNF6xgIXN58UuIklEWFKU0g3NngXgtxX6q2MAeNs5PhBeGVwpRgvUGqgEEN+bmSyjmchMzAxDpyLygtQZQmoKCisA7n45A9KYOjkCAcwKmQFuPFFuJTUuKRLsgUX9eJOdDydNqWq150mFPfOB8cdsLgncE5jVLB/ux9MKsgVGCJCx0QpD4Q+0oTxjNZ6bnoJFfcdoTu/hnu+87zfP3h40ghyWUwdgRysaxvgHWU1tZl7TxRJEgJx8ut7l7iaw28CJ1mLZv1vmZU++DO3CpUEo+t9cmpgNnpBv2iBIKBRUTQbAjaUcyuy+Y4eOgQpvAsr/U5c/w5xlYxNdPjy998mh3NCDeu+Gf/8k0cfeooXko0AhVJhuOCduK45dYjPPn483z8vqNUtiCWMZHQQIEUKQKHsCCSmMoXiNJihUKNMj724ffx0V//NVpRRKwUqXckcYKXJdJCpARNHdXpNCJI8ZwPlnVrLi3FRM2YMVVgjQshLoV0gKtj98LzqHRY3EoRRilCSPCOWIZ5svIGpWOMtDS0oCqDzl5okDrCm5IojciVYnE4ZmPbNrzQjIYFe/fMhWso6uB8zq6du3j+/AUunlpFSU+nEzMZGWRk2HPDEcqRZ/HJJ8ISs5GS5wYpDGUpQAqanYS8rPClQyhoNSK80PRLj8krdjUdaSoZj3NsLDi36WgnTdLIMxUBWjHIcrqpRkpBbgQ7tjV58tyIxDpMUTHTi5GRpXAx3sJMu4vxFicNReYpbcn+hR7jScbEakpbgTd0kaRTXQaTCe/+3HP/Ywq3EOIy4F7gWuCdwM8DA+BB4F3e+w0hxJ8AD3jvP1J/zF8Ad3nvP/n9Pu+hhSn/f77+EJvL6+w5sI1yOGLHoVtZ2Nnj0QcfYvee/Vw4eZZ2S3N6NeNVb3oTd/3JH3DoBdfx/HMniNtdXvML7+DEww9w92f/hl/5Tx/k7/7jv2NtueLH3v52yvFFHr37bhpxwvbLr+D4Iw9yxU0voipKHvv6N7j2hn205vfy4N33oKTkxltu5emTJ3n6qZNcvnsX2ShDScHKep+ljZKF/oidLUWv22I8nDA92yBREYvLJW+460toNeIf3vpKskEDGQdbu3EOUwXmcBQFt51zYSHpcFgHuhGzZ98ezj9/HOdj8iLHm6BF3ZJrOVS98HE1o0NQ2bB4Mt4hiahsLVPzW12iwGIDYc9ZCq8ojGXiI6wIWmmBoJIC60QIC/YyJJj48NcrGWacIgxcvA3dqSUUuOsTwWt2JLTTkLZjbQWe2lGoqLxDmKDYkHFwM0od5qLlpMJWHltrgCtvMNYzLj39UpJctcCSc/zdt04RqzCDVkKSCwdCkNowP7WmHvFszWUIBVwhiCRoQqqLqD/e+IAiCAWbGj0a3r7UddYPT1jk4hW3HJznxbddwZ9+6gESAa00wtnQ1SepIo0URWWImk0muSVtGGa37eOL9z7GHTft4+WvvI0HvvMERTWh3Ujo9Zpko4LRaMR0u81oMgEnmd82w7lzq/QLx+LFVYa5pRAOZw1KRIBHI5i4Ei10YLlIzWQy4qt/+9d85Bd+JiTIC4+uo8NSrZBCEktLQ+mA8RUCKeq5vxBI6ZE+3KADTCvEHsv6BCMItviqcsS6hgRowIkQf2ZCkRcyJA4JwFhHkuhL4C8RWXzpcdKGxB2pUVrgGm3uP/Y88rI9xFqDSmg2HF5FlJVg996dXNwcMN1LWTxxNmRTjkoaWtLPJnTaCdJa9lx1gOeeeo5YpuhE4KqSVm+W8XCDUeaItaLdCuyZQQGTwrNzroGykoVpyTPnN2inEU5Kmo2EtfU+nU4Dn+fE7QbDKqZjJ6SthGa3zYWNMWmasrYy4MBMykY+wFnNMPPsmP6/mHvvIEuz87zvd8750s23+3ae6cm7g83YAOwuFolcAARIgiQCExjBYoBMukhTsmmLpE2LslhlkSxR0aZEiZRFEgABIRAAkYEFsNhdbI4zsxN3Qk/n7hu/dIL/OF/PwmVAZslSFe4/PdPdt/v27dvv9573fZ7fk2ADRTOOKU1OqRVhaAiUYWfo6HZqfsyHoF7vcubMRRqx5He+/BIvbnzrwv23VpUIIZrAh4Ffc84NgH8FHAVeCVwF/mDvU7/F3f9fVwchxC8KIR4TQjzWnxSMdza5/+1vYn1lkxve8CZOPPUIO8OCvL/FsN9nsr2GURHBeIdP/5t/yrt+9x9w+ewFDrz6dew7cIAv/4c/48ypF3nLj/wEH/7d/5lykHHvm+7mkff/W776gQ9y4PBRukcOcPnkCW56w5tZPXuSZx78Eq+89xbWrm5z4qmnuPd193LsnntY6Q84/dgJji5OQWCZnk+YnaszKUse3sxYNRbnFMNBCljKMgJRMFfTuI0JyDbTty0jZQAluMDPwuI4RMlqaSh8MZVBjJQx3fkOlJqNyyuEIoFAktQSnxBeLdH8zE5jrfGuMGNxvpoQBHsRVeCEBmGpNxv+fcK7+5wVlDbCWMHMzDSaykJunV9OGufnedWCT4oA2EsFt9eKtn/leCW3xNHCcncrpBEInPFAI4wCAhrTNY695UZu+L6becXbbuG6734Fh+48zPKrDhDO1Jg/Ol9pfSVGl56JoSKEMp45Pt3g1NqAjzx2AamkPwVUzOigmlHrSgJphZ+5S7w8TVRgbuscuXHkVQkqsaTCeAa586Mef5HyH68uiZ6PrvzIyG/c/JIynaQ8//xZaqEkt45xbggDQacbc+etr2BYOmSnx6WtIe/43ldy6tyQz3/leX7rf3ofQT3ha994onKgBownKdlgi1te92P+SF3kxEnAxMBLF9bYHuyi85RACRqxILAWhfSNgNNktiSQgb8Q+vMGSVLjvnf9BL/95dO43O8CvF/Aoq3DCYPRkrje9gwdYRAq9C5O5y9eTng0sbWGJIr9KaQCmlscURgQSby2OwixRUmA8IvPSIJwRHHoNfVKEFZB2NqUaKcJgpjUFSRJQhAHhLHElQXrgwGZUtTrdXIjCCkZTCz1MKBVV5x58Ry9VsjOZp+l/TOVYzTCGGi1GxRW4mTIqaee5tidd9JemidUiqQWY/MBi/Mz1KIQKQ2DoSNNHaZw1I2mFxj2z9S5ujui0w4JlOff94djuu02kfRntWYtoReDUhDEARu7OfPdiN2NHdp1xdY4RbqILC+Z7TQZjTPm23VsOiLTBYHMqFnLzk5OmI8Rk11qkWBrp+CRp55FhTHznehbVM1vqp9/m45bCBECnwA+45z7w2/x8UPAJ5xzN//njEqOL027z/3hj/HkQ6e4697bOHNmDVnuMugPmJvbz2A45uDxfTz5hQd59ZvuJxtv8o0vfIM3v+dnefGpL7O7tsV3v+tHeeiTH8COLVGzzcAI8t0tFg4f5dhtt3LqiUdo9/ajYsmzD3yOG29/DWGrxdnHv4FIaiwdPkB79iBf+NAHmeq0mO8mxO0O450RJgr4Vx96BJI6G+OC60LLaxJFOxS0Ok3KFKbmQ1Shmf6en+fYD7+N8uRH+cpv/TEiiJDTCclURLo6pigc6big0BbhDE6FBMqxeP0S65evYkpDuzfL+kvrlFnhxyKi+oOxfkLsHCArZ6QQGFuiq6JiLGhdMSmcQ1eBurnRaBGQa03hBEEjZqufUjiBk9ZLA4XAItAIjBPkVvvAWyoZIN41aV1luhBe5vWWjuBo3TAzHbBv/jgXzl3ASah1Iu77tV+kdegwIowRKkDVmoi4iQgD9NVTDM48zxP/4q8YbWWUWqOFwzUDFvYv8ORzl3kxF3xpbYSWslqeej114rzOupRVV1111q6Sq4GolrFVcDAOJSSh8hcbvBgCt9e6+HkS8pu2ar5z39OTCKjm4we6DX7jV36Y93/wE1xcTxHAVLeBVYbNSUqv0eLOWw+wNix55NnLvPDSOr/0k2+iyHbY3ErJioJYBahQEjifNakUBEGIcIZJkTEcGO655SCD4YRzF9Y4tz6kn2pyU3p0r7D+NCT86yEkgMrZqI1GSkWaF/zue97J2t983KePCwgrg0wcRoRAM/bz6DBJKCeZV91UC0gE3iym9lLiTbWUtki7t7T2z6WU3voeqGrhC56b4xwykDhtCaXf2XhcgaDeqCOkpMhH1Op10izluX5JP+mSRYJ9vSlWd7doRzE2DikKx3wvIUs1c4s9xts7qEBSSsVkoNndHdBqBQgnKEtNkgichrmD++ivbzPOvDEmUDWydERaQjY23HagRhQnbI3G5DkYJat5fEg2HpLUa8RSMi4y6nFEMxT0C4e1ksFoxMLSLNk4JS8MaMvCXIPxOKNRU6QaFqcSLq30WZibZZjl1JRjczJmptUlm0xoNppomTMSAenAcsOBBsNc874/f5rT32ZU8v/ZcQs/0PoT4MQ3F+1qabl3ewfwXPXvjwM/JoSIhRCHgeuAb/ynvkdQqxMkbe7/8Z/mkx/6KDfceiPD3TFz+4/QH4+ZP3Y9Lz70MDfceTc7V85y5vGnuf7uuxhONtm4usMr7/8hHv7o+9lZH9FoxD7LbzBCqZhbXvsaLp19jnQ4otVtsXbqBW6/57WoRLF69iTWCRYWp0mm9/P5j36AxZkOvakGUaMJQjO7vMDnHj7J4sIMkRA0SuOzFY1DEpGOUibjIUJJsqzk1De+hDOG+tEbQVnKsiBSIUES42Lf9ZRlUcnpDIGCZLqBFILFQ0vE9Rq765sUWmMrKJE1plq6+exIh8AYXQUGWKwKoFp+BjLwKTdUiS/WeGgUAmEsTvo/tK2dsU+oAZwJkEp523w1zwUPf3LV4NJeCxakWur50ULiLEtxyGyzw8LS9Vy+/FJVIAUzB5dJenOIuAlxjIw6EE0h6ouQzKOmlukeuZ6glfhkcBURqBDGgu2rKRMbcDkr0Ne4DXtMbUNVm9mLu/l/th++oIi9Z0v4C5wQVDp1d+3Fv3e/PScl7PGjHYgqPV74n91VgKS0zPg//uQDHD0wQ7epaDQCrIL9Sz2OzPe4+fgSz529wqkXTrC6s8k7v/sO0uEupZU4a0mU/0kSBVpYZnotprvTOGcwzhGrhCzLGQ0yVNwgrNW9BNGV2BKkEiRBSCgciQ0InZ/rm7Ig1TkFhkgaVCL4gw/9FePSBwpI4fk1Skic0ZVu3YCS6KKokLjC2+CtxWjPNgmE8MtlW0kGEd6Yg/PmpEpSifUcGWOt361oCJCYwnofgLPIKKAWR9iy9GA1nRPGEXme4ZyjRNNtx0xyy+5oRDtpgDBk44JIKsaFptmtc/7CZZqdNkGtTnPqALbI2Ld/mrLE290DRakdQRiSDvrYOEYGhp1Ric1GNBpNJtp7CdqNgCwdsbI+oigMw1HGeLfPZDik3eoSRSG5g1oUEhmLUx6N4HLN/FSDtY0tGgqELuh1Q8Zjw3AyZqJBacNOWtJqJGzs7GBNysjkNFTAOM8xMmBiMrYnEwpZpxsWWAXrA42U317J/bdxTt4H/BTwrBDiqep9fx/4cSHEK6vX/gXglwCcc88LIT4IvFBVml/+TylKAKTN+fO//AIzCye44+7bePrxZ2gtH8J1p1js1Xjm4S/w1h94N0898FXCVoPb3/Z2Hvirv+LxjZR3/+ov89f/9t+wNN/jlnvu4MXTZzl2/THy4ALt2PGJP/1T7n7DG+lvTrh64mmmZmdYW1tn/ZYeGfgAACAASURBVMolkmaT6159N+sr66w8+lVeMT9PrRUQdvexs3GeztR+Hnv2NJ1GC7k7ZKoryOIGf312l5vnYuZii8ydZ13UIuLhhPG5M5RlhuocgrhAmTqDtW1mFvfTnImQRpLn3gRRlAFhFDDaymh1NFtrVylHjiL3C0GjdSVv85Itb//WgMRUIH9nLdp44ZnRPoVbW1113JXaAo9ozY3ACYV2BqkU9UaLreEElEFUgbz1OCYrPeLTOU0gPVNFetQeLnAIKxHSYoXgze2AA60E7QTr565UempHFNTYuLhGf2WN6TjBNRuErRhXX8AtHMeVBrF6ktHmBuOhj0SzRY5IAiaFYX19i0f7GScnDmeVL9aVLlxW8/ealGjjH4e/BPkC4iosqXPOuwSdQFSWb5+rZquF6stzPVvd3+xpz6vaXTlPAIlyBoukP9bEGA7depgbbz+IDCR/+pdfpSjb1DptLr90hdfdej1fOtfjvgXDqByyddViTOGNSPWISOSEUwdJxiuYoiQILJ1GndLAdn9Cf5Tx4PPnMIUgzUusMwQE1JKU77lujhevbOIaTdYnMJzAuMzJpUCgcNagnJfCDbTgM0Lw/SKjFXl0cIB3NQZK+MWwsZS6JBDKHzxwCCVRVD+7DEHn3gpvndcoVTsEJRVlmSOEI4hrmCJHomg0YtJxDhXrxCNzBUJbSixJvYY2OYEAoxUqDHFO8+JmRsCQI8s9rm5OiEONKUvmujXQmjwT7JZ9lvbt4+ylq7g0p1bbpl4LCRpTTJuS0Tin3mmyuzXC1RRFbum2Q1xnCa1X2BwaBqu7tGXEVMOQpoILWym1VhNrDd1aHaEcnZoj19ts7gq6zRoCS73bxGDYHeYcP7qPrf4G+ztznD67wvF9HdZ2JsxOdSCYIianNCAKy0QbkiCgQFB3Bics2uZ0anW2JLR6hxFbm1jhOH9pi9nWFEZ/+8zJ7wgDzsGZhvul1xzk5/+bX8TGCeeffZRb3viDxPM9zn7qz7m0pth46ou88YffzUtPPsH506e48a67GY1XOf/0Bdr7l7nr9Xfy/ONP0ZubY6a3zOVTj5HrhKmFNrvrm4hszE3f9S4e/PzHaLenme51Kcqc0WBEur5OLXB0Fuc98F1nDFWT88+eZOnAAqsnzrC5k3F+M+WxzYyRcbytV+f2liC2EmELwrDBzfdex8pjp7ju1/8x7bsP8dI//RUufPUSLg5oXzdHFNcZbW0y3BiDCSiMpt5IiJst7GjCS5evMtXoMZiMKYu8GktIhNBI4W3L2hovJZSSvCwIVFhtpANwGitDtDaA8kAqHMY4RtZijSAX3igzMZ4rEQjl5+g2o11LSI1jYiybuQPpHYU+89Fhne98rfWxWkdwfP9STCNUaC0Jo5cljkJW2m0VsHTP7czecj1Lr7qPqLsPcfz1TJ5/kNETH2H1iad58VOP4wKJcQVhrcHp1T7nxpoHR4YJVNI9rhWLwFpCFLGEvMIIIEDZKvatCvQVVI9hr6yLPcON18fvdeTXbtdUgtXH3B68yr/PCUfuZBWlBjmW0iomxp8A6hLe8/pjNJpNfu8TT/Fdtx8nkpoYS64LQhmyOO1QcQ2nFY1aQl7ktGqS2bkFgtCn/pw9t8LZy9vEUuDKghLJYFyQlzlxkrDcTbi4tkOB17yXhaMwxo+ZEBTWG2daQY2B9gTJ77vtBm62fexLV1CBQu5BqLDIAJpRDaM9KEpWxEKwFY3SX6gVFaUw8LF7Sno8rFIRxhVI/EjFSos01uMWEIhQEmrncQ1eGE/UDHFof+SXfrEctuo8lCWsjoeY0ocN1JSg1kgYDUZMN+ps7A5Z2j+NEYJxmhGHId2ZLtZJdjZ3SUKFLgxZNsaIkEBKpjohUjrOrJaYwlDagkgoeqFjZrbJxlaKVJZCOyLlJZxrO0Na9RpFWdJuSa/0yjKOLXU5dWmEjSQLjZikGbO7m1GPHBfXRxyc7uAoaSWx55EkIduDnOlOnUnqqMUFg0FBY7qNLQpkc4pIC5K6Q4QNNi5fpNmuUxSGX//kac5sjP/LyAH/a9yWp5vuf3jHXXzg4w9yw+ED/MLf/wf89b/+LbrdKcIyYvP8ed79cz/BM5/9CDfc82qWj1zHE488RDMMuO1Nb+LZrz/IuYtbTNav8M73vpcvfPiveMVdd4MuWDn7AnPdWTqvuIlHv/hZpGpy0x03sXrlEuSFN3QYQ3f/fkJR0j50Ew99+uNMtRa4MthlIZwwe/RG/pc//BiZs9y4v8eJy9vkWc47p2r0QosMIlr75rnx3qNsnzzLla2YN/3+/w7rn+bB/+2P6a/FLL/ueib9LWxqKApNlCQUowwhQuJazPbKGmlqMM5SlP6tcAKrRTXQEtcsx6VxSOl8VywhLzROSI8XxVSo2JBM50gpyUvrXYnC67Bz4xhYUTG8vexrdqrFjYenefjEGtsTzciUvnt1Xga3B5vyqTIQ4njPYsyBRoIxpddrVJ08yqFQSPEyAdFYzfztt3Lrj3wvKpRsnz/HiQ9/juHVLSyC0hichEJEPLA64lzuWDEWXc2u4eXCqxxE1hPvCuco/S4M5QQhAiP8kX5PNy/Zk69545C1BiElES+7Wr0z59obZPUug6QQltwIj0N1llLuURMl1kqUdMjQIaoY+VGpeOebb6e/dZVJYZnttgmDEJ1rfvwX3senP/ERVLELlDTrdZrtDlOtGlPTM1y6usb25g5XLm+xtTOhFjjGRU5W+ucoK326uE+58RyVonr+EQrp/HNWKk07brMzHvrRgZPELuenO4p6EOOcoa4CnwYUSULhCAj8cjeSCKfIi6K6aFmUciiVYGzpNwlWIJQkTiTCOp+UbhwqlCglwQmf6uQcInboYQbOkwedtYSRRMV+mY4LsLkmnZvmi+sTAhuiAsFCr0lWZOyOxhgnaYU1arGPSdNKEZLRmJ2DYkItDql1elw8e5moUSOfTHyOaa3DYHfARMWcXt9lRob0ZE6306QWGK5sjzl0bJFzl3boNOvkacnCYhtbCja3d3FFTrNdpxZIptqCndQyyBXtGKJ6nf7GDsv7emxtbpI0e7h0RGeuw4Vzq3QagY9+E9LjgWPFcJgRT02TDUfE7Rb1yRCV+CDwtMxphoJBIQmKjF/95FnOfpvosu+Iwj1dC90bDk8z10oI44CjB+Z54fkL9LcHHJyt8/pblzGF4g3vfhtnX3iOjbUBcVAyv7SfC5eucvWl0/zk3/1NdjZX+Nj/9WfcfvO9XDr3NMuHDrFw/C6KcsizD3wFlOKm77qfUw99iVqQ0O5NIykIESQzCwzSlAsnTrO7tcv84iGkWWWSKj70+WdZnJ5iphXwpRe3OZ9bdKF530zM0amEorT02k1qy23CQjM2hjt/9bdpzJSc/cC/5rlPnqO11KE+XcfaHD3MmQxzmu0OWVaQTkaMttPKUuzzB63E5xAGIVlRoFDezi58V6kr5YfDm1bcnrEEP2NECYyWWAyFdWgnyEpP8MuMpHAwwVb6bofDEEeKrITSWCZOoKvFnBMChETrKidTW25pKd52oA2FJi/LyqCh8GZZn5spHJU12svNhBNYI3HKAAHa+pzJsnLSZdpyaWz4zFbOltboQF5jhLPXxeOP3LHzkWLOwlhVcXB4qaCs9MTSVkV8b8ZtfC6it7iDDATCeYa0E99sLPK6cI1fxGqJn+tbMJJrmyFRsWZUtcg0AlLjmK+F3Hz9PsaTlNLkLC70eO97fpS//PBHUYUhigT7Dx9m4/IFlg4soIQlqSfUalOMJkMunl9ndX2NIpOkWUqzlZBPCkYT7TkzFibaEBSpZ6WriMGkpNUI2RlmGOmLd6fZYHeUIeAaLfE9d93MwtkXCaRfhkprCUNJM1bYokQphar430JAFAXoQtNqNXwMmzGoUGIzjQwFQawQhani+vzJhur592O1EFNWwdXaEda8MzgMfdfv8MvPyXiLB7OEcnqeclgyVXd0uxGbA0MShaioIGn2EDpjnIZ06mAmKbk2hElIUmsjAiiTOuVwgHOCrf4QOymwYcBLg4zldoupCJRJyQqvvlGh4Or6LlEtYqbTxbiMqakOq1d2MDrj1uMLbG6ts3xomSefuMjUzBTIAisiejVwMuDCpT7NZkisJO2aYJIWtKZabK/tMrM0z7g/QCpBpjVJoKh3IoaySTgeUAv937dzlu50l92dAToHlOM3P3uBk+uj/39ywP+aNyFguRlhBWTDCTvn1oiyCd9z5yFuv36JnJA73/oaHvvKgxSDTY5ev0hrfp6BDpid7fLWH3oHH/3nf8SjH/kU3/vun2US15k/cj2dI7dx+plH2Dh7gZnFBW5/69v52ic+ThJFzC7M0mzWqdXrRL0ZBmnJqW88RahibrrhOu77vjdz5vKQx1+4wk+/824Wl3qcXJuwm5fc1EqoBXDWheQqQQrNOM2Y9HPi2Q4qL7jy0OPsbE448trvQlrD7soW5XjCeGNAPnYYK9hc2SCUCptXM0ChUBUPGicRQlKWha9WCg9ysuAq4hqisqVfc/lVXaaSFSa2rLocSRwrXIXrdJQUVWirthpjPTBpUnhkay78Mdn/bvwfpK200k7C4XrAzR1FSIChSqzHS8f8Lk+hjUd/ltr4ebOUWGcwwmANaONHQaXxLwBtLJnWnB6VbDlftD3Qzie/i4pAV1G5gGqGLb2ixDmvhikFGOFHGaVwGCnQzkeYFQJSISidoBSCsoDCKooSilJQWM9c0UJS2EoiqPz3dPjn2OvA/WNR1v/5WOmXyENtGVu45eaD7IxGEEbUkpg3vuZePv+VrxHIkHo7JowgmwyZX15k+cA+7rjnXm555b288lWvodtu0Wkl1Gt1QiWpxRGYkMXpLnNTLT+fx7LYCplqBwgRUGhNPQgwpiSJQoSEQDgmaYbAEAiHtA4hBZ96+jlGgUQLjbXaz1pNSVGWSLUXIlwtfJ29plDKyhTrLFPtNgJLWI+IalGFaYi8CUw4Sm0JA08mDBt1glD517ixWGPRufF688gX7Vq7iUEQHj/M5k5BJ2nSbAVoFaFaPZYPLDDVjem2p2gpwdjVULUqgScJaDQbbO6kjLY2kIFF6AylHK1aRK3VIKg1uDS2DLQ3o5VFTukigigEV9IflhyabxJLmG7BwYUeg6yg01YcOjDP5UtXWelnPP/iBjPTDdIsJcKnCV3aLHjx7Ba9TkwgLJ1GiLMBzVrCcNDn0NF9bO5soeoxYaTotacIa5KBazIlIQ5rTMqM6V6dIzcc9WyVKMbZkumZNtZ++6b6O6NwI9jd2KE+GnCw20LmY95wx3F2dwZYm/PmH3kHT3z2y5hyxNJ1t6KSGbbWd+lvnqe3sMjJRx9iYf8MN95zFw/9zScYXT7B3PIRnn7g0xQFXDh/ktf82Hs5+8jXme/NM7d8kKTRoDszhay1efrpkzz1jYcZ7FzlwPIMrV6XF55+hJVL21x/eJ721DwPPPEiZzcGHO7WyI1GWsVqVjAcT0BGhLGiGOTIRJFEAZce+xpS1pBTswiR4socnRfowuGMocxzIgI2VjfIJimFtTgMVlfFryqEQgTeBGErvL2o4riUVyh4fvLeOMC72vxs1y+q/GzSkmUaFQiUMFTnUw+ncpViwPmYMiu9qiTAGzxgLxvduz+xjv2Roq4ERhdQGTS8ocjDpHJtkBafcWkdxlhv169UKn70qapQAc9rsU7grGLXaJz1OZCqKpKwdwGpzCLVtl2An8FWMmtjfWAEwp9ErPQEPKPw/1bVfYQ3+riqgzeSa7I66/zXNFWUYvW0epZS1U4K4U8TiIrn4Ryphlx6ENPVlXUKo5nkY8JYcfy2O5DSEYQxEqg1OtTadRbmewRBRL3do9GpU5oMGyjqnZgwVOAsRZYiXM7a1i6j8YQ4VFgkS/sOMiwVqXPUFMShIVahf16cf80I55kwZSXBLp1le2KZv+46pAgQOAIZXkuz8c/nHqOmMiJVvBq/I4D+qI+SIUEQYbSnDhYu9/M2IYkS30AEUYTAYvPSd+lyjw7osEJjnZcWWuPn3IeO3IALYybZmDBSGF3S3x2QljlOSVSoUHGEyUbEwjIYTzBFicGyf76LqoWM+xPq7SbaWMLIMMkNuRAMc40wjqu7IwZZwXic0qqHbA0MsbCM0owICGotnj2zQjEo0UXO7tY2WnQ4cvgwjaZktd9ncbqFNhCEIdm4pN0K2NjqszhdY3dnAFj644yaEOxs9glFQDpMqTVDcjnBhg2mIpDCIIIQUcDMXI9UxeR5STYa0eo12dwcvIwL+Ba374jCnQjLv/zYv+M1t82z8tJF9h+Yp7+xRq+luPdt38tn/uPHWL7hRmb2H2FtkLOyukG9XuPA8ZvppwW3vvmdDFPNxtoavUbC3d/3PTz55JPMzs9z/I7buPk19/GxP/qHaOvo76zQaXepNRpM8pxTz51FTXKOLc7wlne+m8Ek56HHT3Hq0ef4gR96A0tzPd7/4S9wZDrh+2+YIzCQFo7ZRsRT/ZzN8YjchqRpDmhK2YbQ4jZWSbfH9PUch+47ilUJk37OZJQjpMSW0C9S5uZmQVItfrwmG2FwlN48U6lC/Jjb41aFgNKrf/eqCT7v3Hnzi1eyEYYh1oKMA0qhQHtHpBMGa/zsXDpRKS2kx8k65V2YQiOqymW/iXIYOseBmqMe+q5UG+/OdMLhVIC2Bmc1uS7RuvREOCFx2itghPLRYM4KpNMopSpQUcnZccpaUbFCrJ+tI6uOG4sSXoMdWAjwY5JSuGp04gt9YR2lFRgqpaAUhEagrEAZPwf3AS5eylZWNEX/HPqbpzi6azN+IcQ1C73Cx2y5yjU6KQ0DDUNhUVbwuz9zP/VmSC2uUVcB+xbn+dhff5JBf8L8bIOwUefAK27kTW98I7fd+UqOHD/G4dvu5th9P0Nz3zFmZo/gTECnnrA0W+e6g11uvXGJu155FIQjy0rKIue5U6cpy5xQCm450sW4EkqHdJbEZ45VM+aSqErwwSrKAJ4dGTAGRYATHm5WOlfp1iUi2PMKCIIgQNvSK4qsh5qpQGJt6RfCUhEgUc539QqFVdJ//bhyqQivj99TqUT+moSIpE93Kg3PfOVJwrkpXKjIDLTmuwQOAqdxWrO5sU3aT5lqN6hJQbMRMcwN40HGYJRSaEUUBPTXVmh16mwNnYfGjSYc7CbMTkUkdcFAK6baNba2xhyfbxLGBUpBrVXjyuVLLLUiRNHHaotVjnrdIcZj8qHh5n1LbG3vohysXFxhYgq2RpZD++ZZ3dXMz3fJc8vSYpexUX4EUmYsLfWw1jASTYQWyCKj1Z5mZ3eHA/tm2djOWDt1nrTfZ6qesLuWInKw+tuL8dTv/M7v/Jeswf9Zt3//Z3/8O+7hj2BMk1vvPM545QLv/JW/g3Yjnnv8ee6+91UYp1kfDOjVArozPYJayPbKVdqdFs998QGWDy6CFAzLjBMPPYUKI2677z6++sm/phyl3HDnnQyuXqEjCrr7j/HApz7NhRNncWXKvqUu00duZict+PrXHmVhpsE7fvZneOSrD3Dy5EXuvfMw2ajg4uaIelzHCMHJUYpTgpk4ItSGthJYQpzQTB2ZotjY5dRDp9h37CidxYCXvnaCsnQ02xFlZnyHqg3aaMbjFIGn+CE9k8lYW232ATyDw1lb2bIVstLuOrOnO/YdNlLipMThbfbGWX9BMD5ZHAGZ3ku28fezUHXye6k3eynovnu1e/NLa2kruKERowAZBgRx7OfrzrMuvNXZPxoJXr9rvWYdV6k79nThwqGCCGMMW4XjG7uGDV3pqyUgBQrfUQeVU8arEES1sLRgBRPliKwixhEJPzUKEIRVQREIpBMoYa+1Kqoqxq6SnghXLT/d3smmssbbb/o8PB3Qglc1GMdY+jg2VX3fmXjEb/zC7Tx/couoljAeZkyGA6wzKFOyfOgoP/LeX2Dp9T9B7/jrmD7+WsLuAUStQZjMcuaJzzHob5NlYw4tz/Hrf/wx7nzH+5iNC5555hGCIGGcFVjjZ9TOOi5v9OklNcJI+dcAoI0jMxppfVKPcSClJZKCC5dWefVUk0Y9wOmCQCmiICKQXvevAs8/9dmY/kIlquzIay/Q2IvirfYERqf8BVaGob8gKFBEYCyFLvzvTvmA5cpPRqBCLJrCOk5nAVeNodSaKIioS0WelvQWplhZHRGEkizTpHmJ0paiMCglSa1DG0gikPWETEvWNoZc3ZnQcJAIzfJ0g2YjoR1HKAPDwS7NZotR5uhNxbQ6U4x3hrRaIUmtjrAlTvgA5X5a4nRJb7rFibUB+6Y7nLy8wsGFGYSD5Zka/f4WRw7O+PDlWoPh9g5hqBgUcGB/jxMXVwlqU8T5GClKao0aVze2uf7wIus7O0TNnlfp6Ix+f0wUQacGnzk/4Ff++9/8X79VzfyO6Lh31zf58V/9DY4dX6bX6/Dm9/4kn/6Lf4fMLffd/wZW1tcZl5qjy4veFbm9RSANYdLi/FPPMn90AdWbZ3V9lzwvWTx6iLnlRT794U+iS8W5cxd54cnn6LbrJIeO8eCXv8zy8iH2LbU4dvwgr3r3z/Hkw4/w0T/5IO/64e/lre/6Kf7mzz+IUoJ3/NhbWV3ZYGNjm6P7ptkaZDy3O6ZXYU0f3spYN45UWCgLyrUBpmwRtWuEO5f44r/4Y3RjERmNQHt042ickhcaayzDYVqNRSROlBU6048ZjHaV9dprap1SvmhQ5f456+PPRAUhFX4s4bRBWO9iC4QPifW2dYV2njlhqyWexnrzRjU6CVSlnsAfkbV7uQ+1TrA/qeGERkuLUAnxVJ2omSDD0JMN97jLgcIKPzfWzqtanFBoowHfoUsRMnG7EDjOpDmXS4sW3vgj5ctF11ZVMcYbOqR30aBkiFOeUjiWjqZyNAJBR4pKJeE/PxQeHStRBM4jRpVzSAEhgoDqpF9ddPZue2MVK7zm20i/A9AIBsaRK9+Ryz09uIYkVhx409/jttuPY4sRaxsXsVbQihyt6RbTtWwPOnjte1AVsvp0j6SW4ISkt3iI2197P0Ys4sKEpbvexi/8t3+XSNRw2hAKzfJcD20AoZhqNxhPHBNTkmpDEirq0p9AhPBsFmF9DuYgg4vjvjf2KK/gCCOvf5dSYbXBWkMUe5ONjNQ1dDB45Gs5LjG5IVASEYU+zBqwVmOVxZaWbLiLznKEqZRBFnRZIoKAeqeJUxYZx9TaHR65cIX+uECYkl6rSZrnNJuCydgiE4HIDC6QJMDOKCWUIUpalC4Z5SWlSLh8dUhSa3F1fUDDWuqxZX6+xpX+hFak2N7cpFkXzE9PUZQZ1loatWnS4YhGM6LVXSDPUnQYEdcUuRE0Y0soBFubKZ1mjSfObTJVnyKKJNKlDEcphw4ucvXSOlo7+sMdok6L9dGQJAp5aW2HJOlgdjbpJIKFpf2cPH2ZqZri6vou0/NLTPoDaqEiShSt6Skioejnmjz99h33d0Th7sxM8/5/+U84cOstTHZHnH3mCe5/548yff1NnDh9iloUcXj/MhMnKEzG4sEDZGNHI4k5ctN1DCcKk6YEps/RIzdy9cwLbDz1NHpzhfmZDocPHuCet/8gtfl5yklKMxAIBizfdBuLt7+e3/+1v0dcFvzWH/weX/70l/mzP/pnSDnhjjtu58KFy0iTc+Mt17E6tJRJwLE4INOORAqKQPC5oWVrZNFY0lHK+SdOkuclQRDQHm6i+xG3vv27QQX0V3cILDjjzSBuj52t/Khiz+EHFqSruhyFcdXsWQRVGKvvyJ217M1dveU4rO4DurTXCHceUmVQiKogWkprqu8nvkkC52eUe3EDexYVIfw8uikMioisUNzzq/8dP/CP/glhKyZpNQijCKki7J42XApPA9yL/CpLSgvjLMNYR+YM0jVZS+HEEDLAKdBybxGJn2e7PcejL7qykvy9POJwhHhIVejASR9dpQLnT+rSIIWt/i8R0l07zYhq1KLsN8kOK3mhwz8WLf1YxTlBbn3CTlnNs6keU1fCzfMJC13NyjOf4Ed/+ue566YlWq1posiQ1BRhFaTwrRxxAv8LuOMNP8QoNaysrvDg17/Ev/+9n+Ej//B9XHjuK7gwIekkvOq6eY4vzTIc9IkCwW37A7AleTlBa0soHctLPbRVSOV7cOEMVvhRx/LsLK2FNq19MfWpNqpVo9mp05xrkNQ9StWD0AxS+gZBBQFoT3mUsQLjkEqgC4PONMYUCBkgkeisQDiH0aW/AAc+xFcor4nXpWGyM0RaGA4mbGQlZnqWuBGyr9djPN6llsQQ1bBomsoxcorISdLSsbB/jkFRkmaGZqtBGAjS4ZhYSs5dWGVfJ6E330FbxfqOYXZ+louX1pjtTtPfHZLlBU4EZE5zemUdFYcUKMrJLruZpUwL0lzR6zaoKbxfIigY9YcoBY3YMB5OaLZa1Bt1iiwn7k7RH0wwQnL+pVX2z+xnY2sbgoTEjulN19keWs6eOsPBhS6722ManTYmHdGairFW05iepswyhqnDpSVJ/dsnvX9HZE6mwxHf9+M/z/lnn8JhOHz4Olb7YwJb0JJw3V2v4vLZ85hRxnCwy9rZcyxddxNCa86dOUczSEh3DEduu4dLzz1FTUj2334XS6Nt8nqHN/zkz/GVP/3npFuruGHK4esOMnvjXTzz2CM896EHuP9t9yGM4G8++H4OLM9xyytv5PLaDiefO0Uzgs7S9axsbmNtQRwoth0sd+o8uzP0hLxCs9kKmTGQFxOa0hLN9MiTjMzCI3/5Ie77kftw9mHiRgsVSHZ2h56gh/TjDukQVRq5owogxfjirS1CKbTVfrwhJBIfgyYqZ59wtoopK3H4JHKX54hqxOCcRaoqEg0/khHWLwYN1nfh4MOF3V4B98d/C34mLQ1tJcmMBguPfP15Tj72KBpB3G0gE4fKJdnQa4yVCPzy0MOtKUuNNrZK6dFYlPyjYgAAIABJREFUHGkOz+1qNkqDkV5JEgT+2F1TEfcfbfC5FwZkwnNTQlGNfipOR4mjIwXtKg3IiAqUJHxXbfFqHScFOH9qEMJfIBH47E98sfdz7UoWKLyBCfwcvLACYT3qNq0MhQkVUlYqnJD8xq+8Fz1+kFvf9fvYzQlzy59g7nLBj37PLRy86RYuX7jE7gQe+vzHee2h13mN9N7iD/82lU2sLZlMMs5dhQtfP810u8HzJ8/zjSeehXHK7HSDdqNLoQc4m7E18YqT9qgkLQRCGba2dpCVrFE5641JSlEUgo1slxt+6I3IzZeIGoJaM6FWryFJEJOUYd8icpik2i8ZTQjC+GWyUzhtkUGIddrjFSozgHPCR5ZZn44krcI6g6yaEisstWaDoiioNWpobVCx5JHTm9z9uvv42iNPsR0NmJ/v4LSlLDKmegtkoaHVCtnd3KE7E6DaMyxlIzb6JYNU060nZHnJxIS05IRQCsqyZN+Rg4SB5bHnL6C0RWcFy/um2djUZONtDi0tIm2GtJp9vRabZUmrWSPLoNlVqCAimd3PzukrKBliI81iHBO4gnYzZjUtmIodW6knKZoEQiM5cmCWftYnbk/TNDmtTsykEHTrMdRbDEYZtemQdLyLDqdQNiW3sHP+EuOxb9B6i3Nk6cq3rZnfER23iiJWXjpLrVnntvvfwktXVglwnD/xGDe/9ru4fPIMKyefYTQYIF3A3OEbCMOYtQvnCUVCb7bB8m13MUkz0lFB1JmmPTuLNQWv+6mf4vxDX+DMyXNgQ8rxkKkjN/Li00+zevoSN9y8yK33voEnH38Kl+9y7NgR+umY5x5+glhoShEwGWyiRzmjrT42y9C2ZHeSIYwgEJI4sKxZTakNoVKUpiB3jijxhWa8coXUOKTKGaU5RhdEWIQKfdcsBc4awEdHSRVQZLmfEleSOGttpU8WKCk9F1mqa0EMXlECUlUhCtq8LO+yYJ13uwXSw6i89tgXC2WrYlV157JSTUhnka7SOguHML7T96nrlsuf/RgvfuazTCY5VkiCeg1Vi4haCUEUVvprD64yVSfsreQ+VaSwirx0bJSGrFoEKhwYS2kcgYPZW17rZZBOIQ00aglG+sWhtRZhHR3wj098kwrF4bXDcu/CZTxrW+4x0alMTO7aMtJWjfA13nS18jW2SpYXkqwarSdWUAMCBUJICiHpBleo1esYIoZrV9m5vEUxmnD02CtYvu0eOlPTKOlot5sEafZy0a6mUQ4IwhoyrDHJLWjJ9m6f0SjlqRNnyNKCidFsDya8tHKVYZlTj9tMCk2zFhPICG28NT3A+SW30ATS/y40+FQc45AhZLsDClMQNrpMdic4PUTENaSNiBoRx+64mXqjiWpKyrzEGYdxGmcsxpTEUYRDY4whCELyssAZUKLirltX4RLCaxdLZy22KCmKEmfAOcVKmvL48y9SlAW6CNhYTQnjOqUIGOYTWq0OpSvozXeJWw1kOSFzjnqjji1LLm/sMs4EJhsQSkUcBgiriVzO5YsrzHabpEoyKgq2dnKszel12gwmfUJVIouCK5ubjAc5ZeEg3WZ+bgYlLbu5pVlTNOe6hEpSFCkySgibMYnTEIacubhOr9nCZAHDwrA+zNlIDUprojAkir1sdaQtu/0Rs1NtHCHNVpfBzhaRShivbxPFMWGYEAUBZy+uXlNSfcua+Z2wnPxn//gf/c5brpvl1W//AT7xF/+B0DoOHF5GNZbYvvgC/e0+w4ll8cBh8mLM3OGjPP6VrzK3MMPc0iI7o5KdC6fQ/S2sjGjMzqGigKiT8NgHPsyjn38IPchIJ33e8su/zqNf/iLnTrzEgVcc4vbX38/XPvJBDh5Z5o7X3M1Tjz7JhedPcfPNr2Bkod7toKyh3oiZjFMSFfHC9oiBhJlQMjHeKHMxcxxPHDOJBybpiWDx9oNQZIRpgQm6LN+4wNqZ1UpjHVzjTiMqW7ar1AzVcgz8HkjucY33IqYqra3/3D0EqceZ6r2oMARVGcSnpEOBn2VbPATIeF0KruJ3OCev4WMV0uNMYY9iTYJjXyQJlKyWSx4eNJmkuNJHgQkZUe9GhJEf2Qjju2MnITdgtR/tgGJUwNW84LlMkV6T2fnIMuMgEIp2scWlzTHCOKZaCQZLrr3ULQwcs4EHT4k9hrR7uRvZ62RFRVG89sxUsr49kqBQlUKnuo/Bz7MLBKWDMY7UKzKJLDSFJJR4rKkAQYiwhu++e57+MGVx7jBfef/vM7OvyZGjh0kSzfwtb2H+9h9kcvUkuxs7xKSgOshaG6XAjVM2zz7Dp/7i/+SFM88hXcTllQ3qcUij2eTK6g4jY7EqpN2sMbEJVgZI63jLTbP09k9Rjgxru2NybejNzLI5SFHWpy2VeKiUwdAUIXMuYzlp0JmZJ4g1YbNJuTWhPxgTh4bpQ/vY3dnybkgtkYHAOg+aQgYotycV9PsDnKkaCuV5OsZ5g80eO0ZVrPPQj25kHJOmEzap8fBuzu4wZaqeMMkLhLMUk5SDh/bTjhU7kzH1RhOCmDiIaSSCQkbsbA1YHRe0kojpTowSkulWwkubI5Y6da6sblOXPn6sHcQMhyl1YbjlFQuk2YADs20CDJO4xupOSacWIPOMfXM9tre26KeG4e6IogQTx0irmFYFIohwRclERly4OmBppsPqyiaL3Zi4EZHWeohUMyUzVCNibTOj0UwQgWR2cYGzp6+wbypiXAhEXjDcXCep6kYSw+XNlADDV1Ym/Nr/+Nvfcjn5HTEqEVIi6jFf+vinWV5a4sirXsPlZ59kvLnBwRtuYnvnArNTU+ACVs5dZP3Ceaa6TY4ev4EHPvdlluZn2FlbRYiAxeuuo3voAJsbQ574wteYrytuPDTF/L2vo9ub5oFP/UfMaJef/Du/yNc+/WGe+cKnuPH2GwmjhHPPPcnxG45S2IMMioS4KJHOUExyNnZHzPbafOyrZ6mFAV0Vcm6UYq0gVIowFJw2EbOlQzmDyiacf+Qi3ZkEUatx8aGvc8u7X0+gwC/+/OBWIXzKe6Awxi+FhAoqGUOV2ygEWMNeBqIAhKycfNqPWITHtL2s9bYWS4lAEeAZJcp6pYhnSkgU1ez2mtmGCm3qmdWy0v9K66ViUfW1URGtTshkMCHXJbGN2dmZkEwmhLUEqaY5everWT/1LMVwTNZP0VlOmpcYUY00gEuZ5oKGAT5uTVD6C479v5l702BJr7PO83fOeZfc8+5r3dqrVJtKKu2SZcuyvC/YMMZN09PBNE03EywR0A0dEMCMm24ahpluMzDQeGLGDDgMxmCwMdiWhGXLtqzVqpKqSrUvt+ruS97c893OOfPhvLdkaC/MlwleRYZyi8ybb2U+5zn/5784UU2cJJy60UIi2DNZ5vpWzznNKUFTQg3oGscNxjjRiYNGRN6lO/WkxQHWrgt1RlIugVyirXCiJmuIVe7tbS2RgRh7i789lLkF1Jfy1kJoc0650RlZpllttNlsZjzzqd+ik3Z44KEf5ub8TTY2lhFoSCKO3HEvX1v9S1545gmOximNZ9fZXFsjjRMCv0irsUAtrHFp4SbNfo+JaoFup42nHMm8WgoYm5yic3MdhE9Bd/iZP/kCq8+c5fL5D1MIFN3IsrzSRBiDET6J1WT59soTlmYUYwaGhfYaeyqKZODRXr5JqVyiJC3V0VF0X6OjjLSXkPYGCByeLYXL9rRCIBVkSYZUzg5BeII4jQm8wA0p05SwUMBkCVIGVGeHWb6+wFCpQjwYUBqZ4Jnz66wkismyYrkzYHelRCYksTUsXL7JeqvJfQ/dTZK0qBXL6DRCe0OUihClEVWrObJnjktXrhEW67xw4RqPHr+Nq+trTFaLbogv3a50bqxArVYh2WpzYGqc1laXYr1IN4L99QK+Z+iFBV5d6DBas7T6KfVKSCxSav0uURpDWTFeCrm83KSXSYr1Ml3hs3tXgCcVN7s+M/0trJ8SlAu0trrU62WibkymfHpXF9i3b4LmegvrWZTnoZTHoNelWK1x+cYac+NV4iwj/c4eU/9YCrcgTgSrWw0efPgNXH32a4xNz4GRbKw1qFeLFIfHWLxwirJv2XnsBJnUfPaTn2LH7t2EgWB69160NAzfdpgbL59k4/oFbj94iHBylNkjR3nq8S8z//J57n3no9T3Gb7yqU8gTMKRR+4n7sO10+fYd9dd1KZ3sn7tMgU/Yai2j5ee+hL3PHIvK3/9RRpbHvdNVFiJDOf7CUEAaEGqDVEseaLfY++4z8HRInGUoQcD+m0fJT3KvmLxzAqTB8psXDPEacsFA6RuQIhxAzOLwGonG3cZlC6CTCgPe6vLdk53nrR4ge/EOzYjMxKBwxyFAF95zvcEB3NI8kBgQAqXZZgIkDnMoo0G42iC2775Roq8eLlhFFagfcX+uw5z8eWLbGxsYbMM4WuMBU9rNg/9Esc+dJTGL/0KlXqBYrVD3EyQaQs70CSpoBNp5uOM9TyoV1idU/JwnF8LVliSNGLMC5zIIy+eaxkMPEMPt9uReRMvsIRAqCA0jjIYiDyCDPAsaC3I8mFsZiCRhhi3G7GWXMbudhoFBAUhCLzc7cS43UomBDKnT4p8NwGwtZVSqde4uHyTx97+HjbbbQ4/8Hae+PM/wDaWSFmi39pg176DXL6ywqXXXqYf9clSGHSaDHp9Llye58bCJp1M4/tDSOE8yotFj34Kd43VafSbCD2gqhS/8Yv/nFc/83kWb2iiZheTukWql/Rz6ZRxfYJwnioFbRitWJKtAYVhj/XrDYS1hJ7C9GIGaUpqDNVyjSzSpEmCkAqdJHiBxPc9tDYIbdGpQSqFyQyewuU6Bh4mzSCzKKlyGMWFY4e+T8kLQXp4FbfYf6M5QODTjx0erpUl7g6YKo2w2uoxUp/g1POvUCt7TIzWUSMV7FabLIrYe9suqvUhXv3mBUrlETY21vnAm27n+vIqu2aGsIlF2gzheUSBYaw+TBS3WN7q45cKhIFmKw2pej69tEOcaPoKrM1odw1DpRKZUYyQQBIxMlaHVHNpoUlcFIihUerEzA0rLl5cYXJmjuH+JoXxMpEWJO2Y2nAFq2OyVDFaAV+FrC1uYaWhYJ0HUL/bZXKqzoWlDUqBhywVGakOATe+Y838RwGV/NZv/qcPf+jR2wmlYPG108zsOsjq0g36/Q6Ts7NsbGzR3ehQKcPk3qOcfP4VPGkYqRTRUQ/PU9R3HuTmjXlunjmD39+kPDHF2JG7Wd1Y5RtPfQXRXuOf/fwv8M2vP8U3//ZF5mZGOfbmt/Hik39NuRhQGR3jxoWLhL6lOjTC5VfPYqIudz76CPOXL5JGAhUlnF5s0bOCklL0E0NqndlTD9cJlsKQUSEoSIPyArAZxXIZIRLilRbTDx5n5ewlpAqcSs1q1wXa3PvZWnSmUYHz1HZObNq50+FYAeR0QJUHDus8wxLhiotjKAiMdrCKVa7Qh36AlYIUN+BLERi93YG6YmZykm1mt/0ncDi1hZKASc8j1ZZmp0Nvq4POi4O2OfPEE1Q2v86p/+MpBltr/HeffZzO177M1esLDNoR/cTQS1LWM8tCZtmykGDw4ZbQReBirzwUHoYTh2Y5fbOZD7hcfmQFQUHkiVkAOWavhSC2lp6AnoUtDG2gY6EJdISla2FgoSstfet2LlJAEShKQVkoykIS4qh+EkGGzSu7GyOKXBhkpABrKQkYqYZ0O21mZ8Y5dNc9NNZXmTt4F3/zF59i+doV0sEWrVaPK9eusbC0SpJqPDJamytsdbqkqeb8tTX8YpHq3C6iZoe5WolGu8dqo0s1hKJtc+99D+G3Vjg+UaLXWGX++Re5+fJzZEnCRqJpm5TUWsfnNxYyjWcEgTUUQsFP/9iPsvnSKwzhovOs0aRZTCg9p3K0gnar4URQscVq61LShXL0yNTcYi4pST58dOwcba2biyhBWCmBEWTEKM+js9WnVA/oR316Gk6vdriQKWpFD2lixkoFds/UGB+uk2hNUUKUxMxOjzBaL9OLMrqtAXhFhuoBvu+xutUAPySOE8aGh7i5vEmSOD56FA1QoYeWIb12j0pg2Gp1kcKg45TYwMp6j7HRMt1un9hK0kFKuVakXCigjKYWGvbsqGCkR1iEhZUeu6YKFEsFpstDjAcRQnkEhQq95joTE1WWl7sIk+F5kn6saXcNc+MhjcTQiTU2ihmdrBN1IuJWm6HRkK1WgkKy+7ad9BPL1ZsrPLfc52f+3T9iHnd9bJyo26QXWXbs2ce1M+co1YYZm9vN2soi9ZFR9hydxiuWePzJr1CbmaKjA1pbC/iBopVIzp15mZKyzMyMMXXoLkYP3ckr3/gqN8+d5vCR3dzxhkd5+k/+ANVp8S9+8WcId09w6ZXn2XnsXm4sNhCFErv2zxFUxnjx6c8zOTHG0Uce47m//TyD1hZ7btvBxN6dzI4VODBUJEkzPCFdkbAWJQSesXx9o89ip4sKClhtiCNNY7NFWA5QYcbpL55iau8Y6IFLYxGONa2EE9UoJL7nIzW3KFVCuGgDl5TuukGZGy9Za1D5wFII6ehbOOWh6w81Hq7IZ9rSj1IUkoIvkDanEtr8kostjLA5j5q/Iz5xHabrSFobLcfxVgJV9CgWPRCKXgytZo+0uEjfNPnonQ/y1OefYXOlTaMf04liNlNDI4VNbUmtxc/tVrYd/TwEnrVUVcabj03y9JkbDubAOIaEdJ102SiGgGkkM1YwbQWT1t0et4JRAeMIxoFhCWNKMiIlI8LdntCWGQRTQjKioAyUjKSgLb62KOuEOxgHFzmnwVx2j7sYI/CtUyY+/La3Mjo2yciufdy8ucbaZo8nP/MnXLiyysnTV7g+3+L5519ldmyGi6+8wmCwie8HbK2ts7m0xNLNGwhraSWGH/7538cnQ9GnWlSkWcy+Qspv/8mn6V1/lWNVxb6qQDQG2J4TiQjpsZlBD0UiNDF5nJh13PZDkyOEpkTWXmes4CwBlJTozAU3Z2mKEIJkkOBZgY4djdILHJzpex5SGqQvyUx6a1BtjPMpEb7Ek8rJ2o0hHcTE6QDPD8BKPN/NLvoJXFyOeXajjzUWH4FVHtJXdHspzWjA6GiFUiGk6sWkacr8ShtrJI1mTNzpcuPaBr1Wi6XFLmGmqYSWm8urVAqS8eEAnVi6vQGaAjbqM1FXSOv+XbXyWG33yPw6e8drtDp94kxTGwvZdXCO+ugQIQnT45LbbhvhxsI6XuCzcKPH7ESdzUaP6WqZCxcuc26xydWlPmm3zeTUKFuthGJZkBpDoEBhOLBj2GH3qUWlmmq1RGOtB3GP8dk684sRve6AXXsnaK41aWxtMDQ5gzT/yHncva0Gf/5nT3B4/xxJp0WcRaRpwMbGCsVKnZFaAQYhqzdWeOjOI4wHKXO1IpVChXvf+884f+UaAVAbnkZIn8z30VlKuVbjxP33MjG5gyiNaW2ucfv997Ewf5X+SptBv0/U6zE2MUbUWCELR3nl6SfwVJnR2R189mP/lYmZncwevJObNxbZWltnqlqhEbk0dLk9pBPbLnNgPY9VoRjEMViN1hoLBPUqVij8JGNobgp8Fxm2beJkhcNTjeDW1lsY64QsuQcIJk/YzmluJjc/Ejkua9nuCAVC5MnhOV3QwS9Q8D2UcDmLQrpOXOWImciZH84z2d3h3te64aVxXbnWTrKsUYRhgAoCyvUaYUkRBirv6J0kvCtaZBqSJCbLBLFRZEbSs+YWD1sIgWfyjtu4wV8xhNtnJriw0EJKRSKd3N36Al/5jv4oXy+gUjrPFi8XRvkGd7GCwEpKRqC0JcgsoRb42olz3CIBSkvnLigddJQLO3OpuxvPSuuwcWEcz7wgJJ51wicJfPVLT3DuwjlqMzWkCrh6dZEvfeVZAiWJMs3VqxdYWl7nY5/6NP/8x36ayVqFzeVlarUh7nnTW/ErY6Q2ozhUY3G5Tc3zafcH9PqauUqRf/LYIbzbHuPO43cyXgtRvkJnA5IsxlrNUpqxHiX0U0OSOUZSJrTj00tobPUIUOg4wZoEhCVN49eZN8Y4qE0YdKZyNaxCZ8Yxj6SD6bYdGP3cF14JzWIzcTMRY8iMcHoD3xJ4ARiXpi6ExaQZWnhcixIaGoqFgEAZSsoifJ/BoIeKYtIsxS8FDI/VaLYiKkWFFZp+mlAbreNh2dhskAz6tLe6rC5scnCygjQZlVIASjKxY4ZaLYQ0YmJsBG0sQTFEp4by0AilgmKQDVhcbjJUDykXy4CmoAQhmtDXXLjQYHrXDD2bMVRRJDpDCEU7irFYogH0uhFKGNbXNlGeJssEWaaxfpWSMEjbI0oEOs6QOGFT1O0gPY/OVovQ04yPVllZWGOz1ST1SxTI8L3vzOP+R1G4B4OIH/rQuzn/0ovE/YzdB/az1VnBDwLGxsdpbDa4euU0o+NjpM1FTHuDTnuR2t79fPL3/ndqAjZXV5BC443PkmSGjflr3PPAXdQmdrF6bZ7B2hIPv+fdXDr3Guee+hKP/ciPc+f7fwBdHoZSjeL4NM21eU489giH73+Q8xdfY8fsTu5+9O1cPvkcw0MTzO0aQ/vSDSkw9DKDpyXCGBSOUyys5suNjPm+wXpuIy+sZuHKMoWiT6kAl166wtz+vdjMQ2yb+BjjhBLb1q7kyeqZxcsLLNJFcuXsMZffp1/nkqlcYem67jwf0EjH2waMzfBww0GFxdMGKRTgkkiEyHMbrc3/nzvhCYHYDhCQgDAkGSSpodeP0HhMHNzNg//0/Tz8g49CEJBYJ0XuxJZGltHSioE1DKylrS0tp2hBantLoSgReNIyojXvu/s2VL3EUish9A1lKZG+wAd0Fm2fAUeLFBqlLKESeDhhlC/BF4KAXCkJThIvBaEvCaTFEwLPCmxuzGVtTmHDDTa3VZNSSKea3KZLSum4PMbmSUASz/P4yEf+E3ee2MXBR34cmxm6Wz2uXb7KRrODDKDTj6gOVzly20FeeuHL3FxaJ8oGxIOYxuoioacYmxzlnR/8UZYubTJds9x++CieHfDYnXt4868/Q3b+OvH1c0gBUXtAu5/RjBNOdw1PL/cJArcwp0pQ9D0yI/AFTHkeE0ITRi3Ov3QaXznekZRerv70XZdsnAuOwW2DstTkhlqaYs3DGCiUSwR+7kNiNAbF7jF3W+QUTTyJyCxBSYJnUaGH7zvPnFaUcaGXUSgX8YWgnwikX2QksJSloF4s0m9vYYjRwRDDpSLNQcbaVsyBPbNsrayRkjEYZIwWi+gsY+fcJNiMoZEKUeRRCgW+HrC+tMzuHaMM2m0GSYo20DQurade9Gl2YO9sEWsVxihMtwm9FhPTRTqVPYxP+NxY3KAYJXi1ApuNNmt9TTsVFIcn8YVmopiw3jYUjI8nBBMjRUZHq3S2Nlnva7a2UnwJQ1XBWB7gMpSrjQd9wZ7d4/SyGCslG52M6YLPUMn/rjXzH0XhVlIQt3rs2bOD2JPIomKoXKZSLLFwY5mFS1eZ2nmIZGOe+vgcc/c8yMZGh6WzF9g9OcQd99/BvW97N9nQMBvz12ktLDA2N8v1Kzd4/vOfQfge97zjh/jGX3+BIOtx/K3v5KMf/iWe/MM/4u577iZK+yy8dprdx47RbUesL64wNV6nMjXFFz/+CcbmZqjMTjF29BAjIyEPP3I377lvP15ADik4Y30fMFLRlYKTqaDRSxCezyDOkEZSHZsECUGmWbmyTLEIynOdXkG6lHaUvFUoAaTK+cpCOgdA+zq8AuApd7+n5Ou8z7ybNtvmVCYvvrgQMzdqc8pGhEDifrTGfOuQ9PVjuzPuGUOGQGonbU61Ic4E7U7C6eeus+fEWxk/dIRCsUgQKKamq4jc88RYS2wtA23oIxkYZ/wkhUBZV0B9AePK8r733snFzQ4vnruZG/mDReAJgRKCIJR4vnSxZMIgcnWlzU3thLROpacsUuVpOML9W1lr3S7IbmtC3VBTSTdwFN/6wXGdpbGvp8ZvD22lxdkNuPrNwGZkg4if/oX/zPrFs9TCKpXQTVlr1RJSFuhFA4xOiXobRPGAUlDGaokXBghtGAzaeMbj7d//I9jVF3n0vuPcf3iSh45OUy1askabp3/33xD1M7aaCc2OphsbTkcBX29kWGCyWsILAnYFHt0oo4xlX+AxGipmJir85m/+LK3rq2gUqDz0ALA6I8nxbZ1YlxVpLIFyBlFhNURrF7bQbbewXk77w9n3ZomDWizawUloEpsSJyk2cw1NnBo6kea5lTZpGKIRNOOIzCsSJX0KSjK5Y4TRuTGmd86ACWAQ04r6lAKYLBfYWNpE2JSQjGZXIIkpeCmhb8FXDAYRmAHVUDIxXODQ3nGurbTYjAwFqfELlqNjZSr0aaz3GK6ClkW6/ZiCp2l32vQHAy4sJoRpkxvzG5QLRRr9mEFzwEi9ythIleUtSJsNwhDWBpaJIYUfOg571EspArWhkD1TdRIhKY5VaesCSxt9bKQRnsTLYnbuGiGKIsJSlY1GzO0HpygF0F5dcvOJ73B8z8IthCgIIV4QQrwihDgrhPj3+f17hBDPCyEuCSH+VAgR5PeH+e3L+eO7v9d7SGD/8YN0I83M3E4YCCqVIV549iW6a9c5eHg/rUtn2HXfY2yamNfOnEX4IdPjw9Smp+nFPufOnObqy6fZNTvDyNwEF194AfptDtx5O1GS8eTHPsLtb3gArzbF0sWzvPs9j3L3I2/kE7/zW4xOTvDIj/0UixeusXX9EsMToySqgEpa7D2yj9LEDirDNaQVnF9u8xdffoUvnJwnzByNLJGSIopMCqTV+AJeaA64Ehk2Y+sm7Uayen2F3ffvxfMkNtPEGdTK1Vxj8zo2jXEMDmkVRjsBA9vDS3BbTwEi/3FZazBZBjZzNq/Kc9t8hLOPVK5ASisdE0W54OC81XeFLu9chdxW4OflXeS2RdagpGIhdr7NvnJdp9Z4uF/VAAAgAElEQVSaJOmTDtr8zk/+BJ/4979HN8qYvv0wRx+7G+EZhPDQuYgosoJ+LrAxMt8hCEvR89np+dxzaJo//OKrnLm2hC/zcISc3+0UouDmwDbvGHGFWebY8y0RjVMNulRyHJkbvsW4C/jW5Wn73Irt72Ruj8vr7+kJJ4oXuWNgZLdj0zS+V+S3/tf/jJq6i/jyy0xMjFOtjzJerTNULDI8VCDq9ZGeh5ElCkEJX0HR99Dasry0SDkMuefEMYaGQ6ZMk3f+4v/GgXf8HIENmJYRa0/9Dq2lC2jlc6OZsNhPuJCEfOPmOoM0ZqLiEWcpaMNqlFEAJpVP3ZN4KuPOA1N87sln2D0SEAa+c0rMGT1hGBJ4CiEVMmejKiHRWiN8xaAXM2jHSAXFUhmyLFfw4oQ4ObpmtcAr+5hMExRLzgLWdxa+hB6rfcF1o4gzgxU+YVDCtxGoApdW+og0I0sHSM8yOjnM4kaf0aEynZ5lqd2jVvXRmWWtZdg3UUJnGSP1cRrdiGqhyORoifHREvVKkZWtjKvzTQSCqi9pG0W9XKQfa7pbHaI4pt03rG42qVZKXLq+QiA9lvpuPrR8cx0hArJE43sB2iQMpE+caPzOMtPDgmqxyGgoSZOY2QffS5IOUJ6hmyWUamXWezETY0PEWhH6ionxGnHax+gM4yu2Gi0Wt2IWVzfZu3eGAglray1Gx4eJk+y71szvdcTAW6y1dwB3Au8UQjwA/C/AR6y1B4At4F/mz/+XwJa1dj/wkfx53/WojIzQ76a0ez0q1SJbq0usX7nMnceOMlofImu2Ofaed7Fw8womtsioz87xCoXpfWx2+gy2VpgZHeX+tz1GP1C8+uxzHDpyiAMPv4P1hTXiQcSRh99Eo9lnZnaGkbFRrpy7yeb1azzyrg+wvtbj93/uF2ksXOPgW95OZWKai1/9CiNTOxjbtYexiUle/vpX+dNPP0Vzs0uoNYGxRMISBpKismQCvMyZ7xsBvif52iDjXC8lEgJtM5J0wOlv3GDywAjlghMxdAc9CrngBCCQ6haObXN1pKsc1nGTc6m2yqXdfl7UPLnttZEhrLNPdUUll9FLCHyJh3L2plKi8tR4L6fLKesirCw2T3vfHnq6gmaxLCSGnjUo5V7DCAkWJ2dPDHGcYNOEhUvzPP6pF8lMjr8L5yMeW0sv55zLHJcvKjhShZ/8N+/g8VcXKSooie38SscnV8LtTG61yZZbghsQqG2oR+W0R2yO0Rt8BQL1d4q3u7gXE2yn5uR4t3CFP5C52RU4SCWnCjpbWNyihzPujrKUxiDg/N9+giN3v4WRY9+HyVyWoSyG9Fpt9u2YYbRWYKQUUJCGsfEaw/Uau6cnOXHsbmTq88Ddd5KtDJhR11BDO9k6fYFip0vol3n+r/6CjbU2565vcLLR48nVDk9dW8MTPrtqBXZUQrTR7jNLzZgHOz1XfN/+tjup7xzhib95gbpIETpxQcsmxS8USNMYEGQ6cYP2/PwjVf71c4u8C0NInOo0/97IPJtSSghKPmagyTwfqcD6zl5BG4Mo13lhaZOOCCgHvgu6jlNSkzEVCEarAo2i1e4QJ5Jr5+c5NFVho9WjGHiMVDyKvqAxMEzWfRh0mapXyGREr29o9WKyzFIbGuG1Gw0KWcpIpcjkcJ2ltQ4lLEuLPXyvwHoEm4OMOEmYmhzGCyxDkzu43FAMFXyklYTFEjKQlEoBBc+j0RO0uzEmSjmwe4bNRkK/06MYBAQmYOGZz+P7RYSBSuizudFlanaKrlGIzFD2fZYXlygUykhPYoVkeUtQ8j12TIzim5ROK6MkJU+fuo4KvzNc8j0Lt3VHN7/p5xcLvAX48/z+PwQ+kF9/f36b/PHHxHfTbgKtxhannn+RN3zg+3j2S39Ld2PNGc3XA6SIqO6c5uWT17hx/hojJcOxOw6w4477WV5ZI17d5MQbHoGhYS6dOcXm+cu8+f0/yMztJ/ir3/9tdt52mLve8AgXT59ncnKIZtQj84ocuvdu5g4fxmRN9PIN/oef+2lGDxzk5JNPcenFF3nbv/opinP7mHj4/chihbAywe7ZEaRRzNYLBEFAPe/kjBGEQuYRVy4TMbaWldTyVDvmWiMG6THoZ5QlVI4c5/j3HycMQgq+QkuBJ0F6ksw6xzXnGZLyeldoAYG1GimF49JuU9NQIJQTRQiV/5w0ysv9N7SEzGB0hqcg8DUekpLvEYp89JbLv8GJNALk69amFjwBgRBYIXm1r7nezyh4lrJyOZdGGtLUECfQiwydRpf+oENqXMBxqjNiLYgsxPkwV0pLybM8sGuEf/pT7+OXf/2vCQL3Vcly7xVfSZQEhUUKF1fmW3IfDoMnQFmDMAaJc0WUUiJReXQaZFj8HCoRDvNwAiZs3pm7rt4TJjedcj+M1GSOEsfrHt3OjiOfQ1iRw1EWYTTPn73Cc08/iW/bnP/KH+ELn6N7Z2lsNGl3E/xSidGSolQK2LtzhkNHbicwPe669zgawxuP1jj8Az/BhSe+yH0P3IZILC9/+aNUfMvV6+t0ezErvYwv3Gxwaj1ioZMhVUap4DFZKZAZyWY3Bm2ZspJdUjmqpVIkic/LFwccKiu0kKhCwXlp52EXCOECOoRT28Ymdd867RZ3gYPrhHTeIy6BXNxylvQ8z6l5USA1xaJA2ICiAFswdBlw8swaZwxkyqCTlJoH5UBTD3wyNHvmdiIlDKzH4pUGU+M1zly7RglBnA2QeGw2Ig4OhxQwVIeH0f2YpNPjwDh0I6ewvHZ1mblKFUTC8HCZza0tRocKVAuG8aEy11Y2CQs+0rdUh8usLbUI/QKnXr2CrxQlT1ArCUSasHPfLKutDm2TkilFnZhCYJlfWifWliyFoVKJQTKgMlxwDBy/xGanzdBQjV67TdTo0t9osLW6zvTkGO1uRLsdcW2jj+8LfFXCN5al9Q5JP+Zqs8tth/aivkvZ/Adh3EIIJYQ4BawBTwJXgKa1druXXwBm8+uzwE2A/PEWMPrdXj/wFAfuOcGf/Zf/it6K2bl7joqNSFHMPvReOiKkLFY5dGCKoYl9LDU0T/zl3xAmXR7+4A9y6uXnyVrrqLjL7W95M1uL1/jM7/4/7D64hxefe4FT33yW2X17abR61IfG2HlwF369ihdWufHaaxx6y6MsLyyw+Noldt5+B4fe9CZanT6VkVE+92s/R7QZc/XkWWSvxyMPH6TbG2DTPmEgqFpJUQhirfERiNzwopjT9foWXklgvpe4UOBOj1N/8QJx/Q0cedtOPF/iS4knJVJrfM+xF0Ll5V1m7hsivXwQ54q1FzhfY4fp5p0k32JLmivl3GZ+e6jmVJoYhZdj54HkFgThbcMM4KAR8gUFtxgp6zrRgRVcjC3nOhlhQTESBvi5WtEaTWI1ic1Is5TMZNuvSCIcxi0kBAomSoqR0OPccotf+Y1PIwpOYGNwHTa5DN6JZaxbnOAWNr+9mBm2b+cGWtZihaM6GvP3eNj5J7Q2V59a9zou61PkxdjxkRGv+7lY6Rg3237dt86tdUpPYS2rmwPWVpf5xO/+Lv3WOiXZhyhi93iF/XsmSbOU9YYmbja5/23vJwg9Dj36fmbe92+ZGqkzc+Ld+MD66U8SD/q89Nv/lnTxBhubbZKB5rXVLk+udFgaJAgFRaUQ+IwFCk8KzjUHBNYyIjKmVYAvFIEA9IDzrQGPP32KPRVFoCQqS/OFLkOxvaNxQ3GppNt5KJUPbV1BlkhMPkxWSuFLl8CkE4P0wQ8UJskc28dTGHokymJ6itqOI7zYaVMq1qgWihRLHqmCSligHAoMHp3GBhevrTDYiNg3E7DR7rJ7x15MljBUVqw3u+yYKuIpQxAUAEPTagqlEpdXB4zWSjTXevQ7bdY7LS4ttTh3dZPNTp9u37DRNzS6MYXaMJmVDBdCej1D3TPcXFzlyIFJRryI+lBIUcXU6iUunr1KYnyWN2KqSUaiQnSUEHgwM1KgXglotTvUJkZpdRIsRfqtTXaMT5NlmiyFStlRLrtexoUbG6y3MvAtMyND2DShVBasLG5iVcA3F9bZsW+aQOg8CeTbH/+gwm2t1dbaO4EdwH3A4W/3tFu/iu/82K1DCPGvhRAvCSFe6hnJl/7qywyP1KgUDKWhApXZOao7D3L17BkuvPAilTRjdHY/5157jasXrzM9O8H+E7fT2Fpief4G1vQ5/tCjLN+4ynOfe5xd+yYwwrJr9wwTI2XnO60d4yLJBAunX+XFv/wj7nvb2zj30rO8+uwzjM/NMXngMIkFE7VJtxa5srTCp//4/+aeh0+w5+gB0kHCnbtnqRVCKn7oipQ0tzydrXTG/5btYii5EMds9lNSpTDWUlGab37ur5i4/ShSuZSYbQEN5vVTtj1QA42w1hUz4QyprNXf8uRtWh25gtD957bMAiVNPtjcrl0uMspRBY3ja29zT3K2x62hoHndN2WbzyJwf8uy1lxr9lC+jx96FAvbgcXbjnHuLzPWYqXCWByurR0X20NhjaWbmlufwUVQOhMqiyDT+hY1z2Y5Y8GV6luRWwDb4PY2Xm8dHeSW+b+Qjspoc8GNK7Y5Wyc/8Q4S2mbkbAffOqx728IV6c6DEbniU35LNqeESrlCrx8xf+0MxoIvBbtmR/A9QSAFgR1w94kjyANvxg/HmRgexwMO3/Uu1m+eJ2mA6HeoGo9rL3yFdneAX66xHGtOrrTpJJqqX6ASeBR9B6sVQs1CN4HMUBGKulIEwjklKl9QrpY4+dINSlpTDRx6b6yb5hrr/NptrqiFDJNpNxTXKcpXTvSVJegsc4tiqt3C6LnYNhVsq3UFUlqk5+ifSvpkmSXTmlOnXmEthVYcEUjXRCip8KUk0pYk1UTGUCrW8KWmS4nJ8WEuLN5kdnacrTYM1UvcXG4wNj1Kv9dFkzBRq9Jodziyc5JkkDC/sky5oOhGA8aHiuyYqRGlPp4UbG7FdOIBUWeT4QJsNRtUyaiPD1EuBoz7MYcPzXDzZhO/WKXR7FIuFVhrDihJxczMBFEvZnrHOAZJqVxA2D6yIOl13FC0vdUiqNaIswFb7YhSqUSn1WPfoV0UkoCSstg4Zv+xI3hpH19oLpxfo59oNroRM7t2MVEssbK4mrtqfvvj/xOrxFrbBL4CPAAMCSG2JfM7gG0PwgVgLv8ye0AdaHyb1/o/rbX3WGvvkWnMkakhVHuL2f17KU/N0Wh3WV++QhD3OLBrmPFDJzh9+gIF3+PokQMcvOMYjb7Hmae+wRvf8Q5K1TFe/PLXePEvP89bf+RHifqaTJUojo7TzxTRVpvx2Smqo9O8+sQXGBqqs//+N7K80iDwAt74nvew94EHmT99ktGJXUzuP8YzTzxD3YQ89q738Pzzp/nmN06ye/9OGs0Nju8dJzAaXwpK1kP6AqshBDLXsmKFUyl2tOQ1C9dbfUphkU63g7e6wtmTHY5+4D7CgiLwIfBz6EO+7tJHrooUuceHlMLh3toZ9yBwJMBcNGONCxHeXj4dUyTnhueydSEy1+Vj8ZXAkx5hbsIk8w7bExIPCKXEy6l64GiCAgHCkFnBmUjw1Y0+G/0E3/coFRQlz+aueQ5qSayln1hi7dJiLK5D3YpSGokm1iA8ie8rQk+SYtFSufN4K2oMULnk3Dr4QucdtMS6io9baKxxgbrWGrfAbccE5UwdV9wtxrwub7dCYnL++/bPwlECXZF2d+R4/beEBgu7za13+Z1ZoklLRa6+cpPFK0sYnaCURaQpIu0yPlKgVK2BFTSbCRtrLbZeu8r8s3/Ag/feybMf/WUS3WRp7QZXNrtc6Fu+Mr/F38x3ONceEKiAellQLRYolAKKvuJaO2Wt3acsMvYKwbiQQMaYp7CdAUP330Nva4NjFY9QgRAR1jj2klJOPOQp5eYDwkPkswCjLVmckSXOa9v33VxAhJJiuYS1LpjYnX+PJErwfOmgN+sgNDVSYuj2e3hhJSErhOwaqZJlCUXPY7QYUK+V8P2QYhgwSDJGa0VUECCaXS5dWeW+3TMsLG1x78FpPNNj/2SdpYVVCn7CcDFEpH2KQrC4uIFQITsma1xY2iT0Q1baKV9/ZZGpesAgTREiIE4V0xXJ5OgwsyNFbChpNftk3T5bieT0+TV2zE1w6UYbjM9Kz+fgaI0hX3PqwnWi3oBLV5YZHR3CA4q1Ilv9iOGCIk2hOFxFqpDlRsZwIaSxtsTuQ3NcurhCqaIYHR1n51SFtWvnafe7XFxrIguKrFKFSon9UzUasWHXZI3kO9ftfxCrZFwIMZRfLwJvBc4BXwY+mD/tR4DP5tf/Kr9N/vhT9hYd4tsfHrBjssDM7bdT33uML/z5k2zN36R14TxSgKpN8OLTz1EvKW5/433M3XWc86deY/H0s7z5Q9/Ppeef4eW/fZbAdLntwftZuPoaRx9+gGRzhaWLV4ibLaZu28/CpbPMn/wax++/H8oVglqdcjlk92376PYyrp05w22Pvo+N1Xk+/dHf4dL5y7zhfe/gqc/+Bd/3offyzh/+YXrtFu9563HajS6elNQCiY9BSUedSnGUtcxzNDgPQUFYTnUyLsSC9SSjWioBEetPP4s3doJd94wR+j6+CAiUj9oWz1gncnA/Kid137YtNViEyc2l8iKjM42UKu8iTW5tatxFOEqgygeOoXKKNWElRVKkhQAQxsWFbceRaa0RuCgwkfstg3FOcDglYTOznOxZvro64GwzoTRaIwxCEm3oZc6+NROQ4brv1Ar6RpBYF1SAspSE5ed/4l/T6mdobdA6IzUGoxTf/843U/Sc8AeTe5PkuKy1bJMe3W5COkMsJ/dWtzjsVhgQGVg3cPw7ScCQ27oK/v5X1Vry2LPXLWO/1QLX2G1PF9fFf/zT36BoMxpZl9nbT1AZGuPEHScYn5hgeHKCTtewuryEvPJVNi89T+P6C5z80w+zvtnm2S9/na+/8ARbrS5fefk0X7u2wjfmG5xaadHXMTMlF/5c9EO6mabRS9kaRKgo4X27JzigoOC539NoNaSZCn7m13+WT//Z0+wJFXtKzvlxqDqGp1zHK3JBUarTW/Qz57zgPp/dng0Igclw1gg2pR310Tp11rlKIrB4ysdKD88P8EohxigaK4bPfelZzmWCopIsNXsMFwuM1EIK5ZBWHJOkruBP1coUPcNY4NEa9LjzwARnFze4++gEVy5eZe9oFavcbnBubo44imhHEUGlTpwZRNxhvpOwc3oWLwwwJqDuW9ZaKYNBQqWsODBWoB3FdLc28UJBWPTxVULfZhQGfXbODLG0uM70ZI35QUyZPn4gWOtEzI7WmZmos2N2lLjfpTA+zHrss2t2nNVGl+HJGjbTbK022D9aYquxydBojReeu0g5FHQHmkFzBTxLa02zuhozMTRG22SIWpkjE+P0habQ76MLlf+Gmvp36vL3qKkIIY7jho0q/5Z/ylr7q0KIvcAngRHgJPDfW2tjIUQB+DhwAtdp/5C19up3e4+Do0X7Z7/8gzzx2acYqQ9z25Ed+MIigjKmUKDXajFWq7LnwYe4/PwLXL5wnrnZSfbc8wZe/OLjJO1NHv7Qh7hy+mWKlRkqoyXmL15AZoaZ/bvpZhlXXz7L3r07GJqYQmuLtk562u5Yuv0Njr/jA6StBp/7o4/R3NhAxy6iamKkwsFjR+m2uoyMlFhfmqcfeVy/OM/jry6xMciQCNbimH7sfDu6CoLcsD8xlkA42XGcaT40GnBsOGDnUJ2t5iaeLPPe3/lFLn7891g6u0WaGNIEUp05XFbngzGcJ4nRxnmICAFWY60LY7X59jfLAwmEEG5oqBUGTWbBGAlCoy2kxpIaS5xKEmFJBERG0Ms0CDfYi3KGTJbzB1KTYYBMSiy53Nm6z2yNcinqxqKkoSYkRZHDGUaQCUsHQ2qVi2TbRjkCw2zZY+dYjWB0Hy+cfJmBMXlCOZAJ/uOvf5hf+5X/mcQ6xsg2XxvELVGMY3y4QuNJRZbLhY0Gz3f2uNuWuc7334JVt4a8Jv+szupb5FFu+WubvM4j0dK9rha8rnqFnGvvlJcf/Y2f4tVXz9DcajA+XORf/ervknWW+MuPf4yzJy8SeprpqSnGR0oEwTBrKzdZ2exy7eYqy62I8UqBhVaP5XaMNi7GLrSGuXqR9XxLbYwFkzGO4JEdBdYaMSZxLpOeUFw3Ef/hl36Cn/uf/phKv827x3x8XxMqhedbggyk5yNzE7PQ892OTLpmwQLaJISFEjZOUJ4b9FrfUp0cozPfQPqOdpqlKUZmhCpES025UiDWmsQv8YXX1jjbGTB1cDeLyw0CC14oSaVHWRiKfkAUDZBKcaDiMzldZWkzY/ekT7eXEEpJf3OTcMjDDAqUqopdM6NEvQ3WBjFKhqysDtg1VWC1K5gYrXPp+jqeVExUfRIhCH1Dt59QCXyMFEwPlzBGs9rqs3tyiOsrTUpComWGpEhPBdxoddhZCan6CmPd7lImMTNzVbqRR6FUJhp08QPLwkqLO/ZPcP1mm876BiMjIyRZzI6dE9xY3KQeShqJ22F0O222Us3G5oCxiWGuDVIO7p5gZ22EjeYKYZbStxFpL+PDX91gvhl92wnlP4RV8qq19oS19ri19pi19lfz+69aa++z1u631v6gtTbO74/y2/vzx79r0QYIqjVe+OZr1KtFpscDJ8Guj7HS6dJdW+Xw8Tuo79nHF//k06xeu8GJhx5AhCVunDvP/sO7KJerPP/4l5lf2IJ6la1OH2UtIzOzXDk/z/yLJ3nojQ9QqI1y/eJlelHEzoNHOHvmDIkecOJd/4SXn/hjPvYffo3l81d46KE3cXX+Jh/4oe9jbMdOOr0Oew/uwA/KlGpj1MshL529yXS9yLjnEcUJRalQCFKlKOA8PxJtnIJPC9pCk/qCL3UT5lsx55fX8bwivkz5zC/8Nkd+9H9keDbEShex5Xle7vsg8L08JEFI1+EgbxUNId2Q0RqNzkAIhecpjNG5K5xTUHo5x9kZOTn6nCcVvidQnsIXOXatFEZYEl5nlPiCWxi7EC76TOZYuZS56FzYW1mQmZVsZHAzhcXUsmANK8bS1ZBmBi3yImoVNpN83wd/jP/r3Bp3v+kwqdXOp0U7A6xSqAjSJlHsBmepkWghXffO6/aq1kpkzj6x5lalRartIm9fZ+FIckWpyYVKOeSSzwestS4VXmzj5tuourkFjSjBLQdvsf3awhX7//hfPo4nunzw+9/FD/2LH+P805/BBpPcec9dvOct93H74X28+tp1vvnyBc6dP02zl7K40Wajm+Erl2wUeI5rXSuGlEOJFyiut/ustXsonTFrNbcFgiMlj8ZWxmRRMDlUZE17nBlE/MJPvp9f/8gnafca7CtIQt/gKUUU97FagPTRxuJ5PkrlIRueW7CTLHMLg/VIB0luK+x2FJ5foLfSwy8ECJuCMBQCSXWohlcL8AOJUYI4E3z9/CInOxFRqcylm+vYFFRBoqVPrRRg8gSjoWqZ/VXJ7t3jNNsd7j0+SbOZsGu0jOm2GBkpsWNiiKEhxeHDU3SamzRSw+jQEKvLTY4em6EdC0bKFRaWNpgZ9pibrTDwBFFqwPcYHRtnJbIgUrzRMV6+2WDfrglOXVihXqsR1Ip4IsDzFFF1iNtHy0iX7krBlxSDkJmdk6SJJJWSqNtmx94p1rYi9u4Y5+qVDRgMqE/U6Xb61OtVLp+/CZmhnSrGKjUuXm6yMdD0Y4uoDrEsQ47s282ekTp90yckIyNjcmwCUa2i1HeWvH/Pjvv/j2P3cNH+7IkR7j2+BxsUWFjtEA0M+/ZMcfd738HZ559l8eIyuw7uwQ8N/X7C4pWrPPjmRzl15jxl3zK1Zy9XL1/kyrlFdh7ZT9RqkPU6HL/7Lmojw2y1Wyxfu8nM3p2EtRpXT53l4MMPUgwrdFqbXHzqKVR1mMUbF2g2M971wffy+J9+kkfe8T5mjx9lZf4yvnVF8rMf/xRzu+c4dXaJC2td6oUip1fatEWM1JLNTCCNxpcSbS2RdKkj4IyMjpUC9ik4XBXM1oou4HdyDz/w4Q9y/fHPc/GLr9GNNGnqhmRJqpFCoY0L07Xb3aMUaG0xNvcykdIlzWiHrxssmTEgPdc15EVTCheyEOsUYwSdDKyU9LOUyCoiYzGIPEjBYo1HhivmqUnd0FEIMgwIN3A1+bmx1u0GDG7wBeSDPsP2+OvvRy4qnN2lMYnD5G8NW92ANk4NhcBzmDWAlUjlhonWSueemPO0tXWJ69vvm1+79Zrfejgmibx1Ltl+1jYkkv+xxpgcl8+dFLcHk+TugNvPFZBpiUHzy//ux/l/mXvPMNuys77zt9ba4eQ651QOt26qG/uGbqmDWmrlhACjBoRMHjw2CDTgB2PG2DAMssd+/AADzAMYGJvxIBsjsLAwAhqBWqJb6m519+18O9wcKueT0957rTUf1j5VVx7xxR/89P5S9VTV2eFU1bve9X//4e//ox9BVe7hq//Pz3L29BFylRLPf/lxGrUWvUaNle06G9s16k3BdqdLp9NhJBfQSSyDxLLd6NDt99DCwzMJgRGMCMuYryj7Hr503fI/+OYJ7vmtZ/j4/FG2t1r89I89zB/+6Qs8cXuJU0rxoXFFRgqUEiycWmDz+iJaazJSYYQGYfGl55SpysPoAUIohLL4wsNYTSAso3fN0LiyjVYDMM6uwegEP/Ah6+NbBcqSCI/r230+e32HHT9gIAwTmSKJHdATkFEhni84VM5RUIrZosIqi00MRhqEDZkqhzQ2dijmffLFgKjXZuHwBKv1AVG7QxIG7NZ7HJgssHR7g8OHDvDqjU2kscxMFekZSS8SFDKK1iAh1gFl2pQmR2k2+gwS5/1eFYZ23MXL5BnomNjPk+1b2nGbuWqeOO4itUAUfAR5cgWf7eaAkXKRwdIO+VGfN25sU1Yx+coItc0m2fEstmUZHziBXFAAACAASURBVPdZ22kwf/wYy1fXafdj6v0B4wtHWdrc4PjsHBXbYQB4xGTzPs2mRvuC3c0+v3phletb7f++jvt/xJEkhsOzZURQYPb0aayRHDpcYfLYAXa2d1m5foNcOODw6aN4QYb+7jqzR47z0vMv0+m0GTswz4tffYKdpUUOzhQpVyfxM1kOHj+JUnBzcZHaTp1j5+9i8tAJGsurvO27voeZB97P9vYWneUbvPT885SnJ6mMjvLuD7yDfrfLmXvOcvDuU1x79Q26zQ4oeOPC4zz03ncwMhKghWay5FNr91AyYUz4xMZt4EPluNY6TdfWEqSwDLBcbEcsWcNOIiCbwcQxcvs27eYoRz/8YVTBSdk9ldogSeceqJRynOFUKSisE+IouR8eIEll+OlwcOj1jbV40kvjowRJEqcqQCc1t9YQKCfAUdKpGb0UIRZSg9JIjOs0rQBjnPLOuOSZvRIpbDobFWlXzp5wxVq7Z9aUZtDuwRdax2jt4tuG0JC1zn0v9IfimVRF6dywMNoNBYWwILTblViRDmlT+CQNVnY3Ivfw2/0j5cObvZvd+47AQT/7uI47lBF79z+cAlsLOjFYafCQ/M6v/Q4XHnsBK6DTl3z1S19EFMc5cewAk7NlCtUsc0cWyGVDbm+sUmsPqPcSVhsRa7UWy5sNbKwJUOQwZC2UhWHM88hLScbTKA/GQsXZ33iVr/7HR1hqx3zuM/87g/GjfPnGIhkEM57GI42xs4ad9VVU6KOkg9KGlNPhjsSkw20ptJP7a4MnPYyMGTRdWILEw6bvs8KjMD2KSGCQ9EgwNNtdrm01iEMPIz0CLyC2Ed3EklU+sY4IhUC32+RkgjWWnZ7HoUPTZMI8tXaTpdVdjh4ZJx8YlrfqHD8+w26nzyBRHDt9EN2XzE/O0GkJzp07QWQsISGVEY9mX9DpRhQCwehInnYiift9mn3L+toWBU/S3NlCNzuYoEOpkCWwCUmpiIwSatEOjXaHlY0GfZNDh3k6A+gNetS2GlQyEYtXl0D12am1yAjNgaNz1LuG8elxQp0hCKAwOUo1m2Xt5m0i0ycaGFQmYGlxjbkj04yrBCsMopdwYKyAly1iwgK3l1rIJKbfj//Wmvmm6LhPz4zYz3/qe2jEsPb665x9y2m8sRmazQ6P/Yc/4Nzb7+fQmQVuvHyNzY01zr7lrehsyMULr/KW++7h2qsvU64WyMqEGxtN/DDPzuWrPPjx78TXHV69cIHj978DqQc89hdf4n/+jd/jqd//Vb726N9Qzo7y7o+8l5XVLQ4cO8nu6g2WLt/k6PkTTM4f5auf+wznH/ogie+Uiu3b16i1BnTaA5YWl3jpRo2oq+kay9Vah46wJFYw6GkS6XBunRbHxOxLyrGSDxUEx3Ie986N0G72sUGB8Qcf4F3fdYq/+rl/Q9S12MSp8owVaONKmrGCGBA67YiBRCdIlYb/OpiaWFs0ysnihVtIrLFo5YpanPqTRNo5TEQY2rFhgHJy7hRiiIzbOSQWJ9RIa5m2hiRlzySpn7d7hUGb4eCQFI939EDx36gfGS4Ee02xdSpS6Qqku6Trb93ZRKp4FFi0S8vxZOo97njb+5YtwwGkAeEMtVwR398JGLPfud95WCHQQ7qldSIeme5CRLrj0GIfA9dD/NwKjNAI6xGS8Cu/+K/5tp/6p3zx//w+Fo4eYDBQ5CtlfKP50qNfodnQfO35y9xar6G1ZTQQ1AYRGelhrebsWIHp8VFefm0RiRO/FHxn6nTXW07xpQtX2S2M8uLTl3nmjT/kR771H/HEzVU8YVlQgm8a9Qk9yHsh0jNukQcCpcBYvPRZ4iQmVD5KSaRww2htNUqCJyWVo+M0F3cds0lYrDaE2QzBSEi/E+NXBbof020kXNqO+bP1LhtWUsqFaGuIjTP38pCESjCXleSE5vyJaSqnz3DlxUsI3eXAWIGdRpeRXEjSrqNjwZGTZVrNmAjFiflxnn7pJkqFNOs9qqN5NjcbBELSHXQojBaptSyzVZ9BZDGZAnEvpkSf9U7EyfEMNlR4gYdfLLO5uszyxoDi5DiTRcHm5i65QhnRa5L3FYmfYWwkoBNrrJen4BluL20wMzvK4u0dEqHIeC6sIqN8PKnJhT59EbC1scbEeJl2u08/kRg/Tx1NsVJgPlugGGp2Gh0qJUUsFNsNQ6ufMFoSrK03+aUnV9jsJN+w435TBCn8u9/5rU+N9OpUsh5zB6bphmNsL96mu7XGu775w4wfO861p5/DEwa/mKM9sISmxtyRE7zw1FepVPIkYcj1m0tUx6ocmBghNz7J4pUrGGM4dO4ejNFcu/A0D//s/8GX/92vcf31Repr63z8kz9CV2sOHJxn89rr5HI5Fs6fozQ2RX1jmZlDx7h6Yx0wyG6DxGiCEOqtHXRsKRES+h5bg4hOYpHG0EtSaCD1cvDTf3xnIeroVwbLcmQZkSCFYjynML0OyeYGA/8w7/zhd7P09AvYxJIYizDSbV+FQ1UlKVXNmLQLFamjmwdpyIJJB22uAx1WtP3KNuyNwcnlDRajHHvCGInG4cDYNCVHAcbh6gjSIFgneJEpjxnhulzSWu0gCHOHZ0jqPJjy3IV1jIwh5c+K4X05qqNIJfVD2f3wPNamxBLSZ0Ps2QbsrwIiZdg4LFykWPjevWBRysFGxrrFwYEiaRGXQwZJumwM709KDGmXDa77N3YPGrJpSHJsLU89+RX6157k4R/8cRavXuGeb/so9dXbfPaP/owr1zfZqbW5vrhGVSpGJYTCTftLSjAioNdL2Kk13I5JCSqhYiAVL+9GPPLaTa42E+4VbT75W7/NP/7OT3BxYwcpJJPC8uGxkEKgyCu3CGQyATqK8VPvGiHTPEhPIo3j0qvUj0WbBJVmnR44M8/m1fW9N12kvxCREUS9hLBgGQwMNpIsNQ2PrLRp5wISUqqgEnjaEmmQuseBvI8SmomJUZ66vI3fa6CEQfkezfoOU+MVdK9Pq9vh7PnD1OsDdrZ3OXvfIf70kascPjrDtZUGflCg02oyUs4jhMYLM7S6MbNjGdZrPUQmh5AeRZuQyIR3v/0UzW6PcrVArZPwxDNX8JXPoQfeQev2Ev1+j2pxjH59jWI2g8llUEJTbyY0uxHFUoHbN5Y5Nj/J115foSACStIQWUUp4xENukyPZriyUmdnc5fx6XHWVttoI6kPBOtaUp0a4UTOp9feoZ8YDhyeZLOW0DKgB4YDGU3derztwQM8vprlEz/6yX/+jWrmm6LjPlTJ2d/83gd4x3d+lFce+yvWbuxwcmGC3Ngkzz35HB4R5+57gNeu3KSU8/H8LBvrK4yOT7Dwlvu4tfg6S9c36bfqvPuht5F4ARvbm5y55wy1eg+jB0RbNU7/3b/HH3zqZ3jpK6/wE5/6X0kymp2lbUarRa498zzH7juHEQGvPfscJ+86SeXAAhvLN9DtHv18Dj+JmD+QZ+VmjW63werFa6z0NGsrfVa3d9jqJyy1unSsoh+7MF0lJf2BJvAV1hj6rtQATqpdFoJ3FkLOVD3mcgoSgR8EHPsHn2ThfMBjv/CrNHcS0IpBHDufXyGJU2GKNQ7j3nd3dUIjcCnyUbyfsINV6BT3tgiSlPNsUBgSusYZXxkhGFhFSzvvldhY58WcWrsahkHCwknzcQuRRmCkSAupdEHIOK/xYce619da0ENjrXQhkalTUZzCF8KCJ12AgzUujebO9mOIMwvcFmBowwqu4Hpin49Neo8w5KQDpItdugsxxqRJL9Itlta5BVgc1KUQLjxCuM56iIe7LnsfEgKnRLTGYJQlsIJf+MS3snD3Gbr9iExGce/95/jj3/5VPv/kCrpv8TsROopQviSDZqqUoT/oce7ULFu1FjdXujTiPjWRY6vTIzKKaqfPE93X+L63PMxzV67tLa5Kax6uBEznLBnlk5XgeS6cGg2hD5kw4yyEjfNFD6RCY1DCw6LJ+AEQkS0XGbQiRKIRNkGGDrbyfCfznjtxgK3FVWrNmJ6BRxY73LIQSY8Dc9OsrKw6nY7KYpMIzxoWSj6bKOKBZrqgGMtmERJ808P3JacPjLO+22JmroInFRv1Lq8sx2xv1xkrKLKFEm2hmQ8th8oFGr0uMZrYehRUxEqtRT47wkgomK6OsFpv8Nbzh3nl9VVmqhmubzRBBqyubTFx4iQbN1YpZwTlnPMfl9pS73WZmi6SkXBrLWFyrMSrV5a4/8wRXnxjidGJMlN5yWazzWgYkgks+SBhqycoyxwDv8crN3oUQ4UKfW62B5w8fYwJYciKDj0jKBdyLK53afS6eEFAlS5biWW2PML43Ag/9G+f5cZ27xt23G+Kwn1ssmSf+y+/xKtP/g3bV1d593d8hFu3V8hnQt648CJ33XeWy5dvUi1k6bSadLua8mSBI/e8kzcuPE53q8MDH3gPG6vLdHs9rLUsnD3DjdfeIBn0GBkb5eS3/QCf/ic/wdbiKh/78b+PL7Ksr9+gvrRN3Gtz8K5TtHa3wPiUJyZo9geMjeTR1rKzVePMBz6ICPI8+pn/SMnrsnDyKFGnw5f/5EskseaZa3WWdgdsxYY+Md2+Ibauo1HS9bOkvF+HLTtqXmQt477He7OGu6oFposBZpDgBwEnf+QfcuRuxVOf+jW625r2oE8UiXQgqNPJvyTSMUJJtDYuYEE7Jom2jiIorCKyeo+nrLVAG42RoM2wGAFC0Iuha9x5Ohp6xgUKa5sW0OHQ0xqMcKZA2mqwzmjLAEZYtJbp0NR1104uzh5t0UFGwlm+aosvFQnOUErjuvDhQNeIoYGW63h960ROwy7a26NLuu8L9gOCrXQZlrAPuRjh2DJ6WPrvgLF1Cg+5NcQtPG4xcN2nSXHtxFq+0b/ON/p/kgh6xvCF//Kb7Lz+NXYbDZ577TbZ7Cj3nB/j4oUrvHx5jW4UYWNNxYNThycJZcz0qXtYvXmLxZ0NRJDHtjb4wHvuZvL+j/HZzz7HG0/+Bbd2a040hWRKwOmc4PSIwpeCQCgkAt+3WGPJhj7GaLLZLHagcUG6aeKRtmhr8D2B8CAMJVHfILUbjnuei9NTGR+vlCGqN5BBQHdgubLd5416j+cTMFaS9QOEMmgr6MRJ6qxoOVrNsdToMupJwsCjXAio6AG+DyPZgLHRIr0oZm6+ytZajQGCpa0eI2N55g6N8cILS8zNjeP1BxRCSSEQvL7WBGs4OT3GrZ0a+UyOuXKWZqfrdA1ZQRQppkJYafRZayT4okNpbIZuo85OGx48WqDVichmnFvijfUGo9UyzU5CP07Ie5Y4zNDYbTI6ViGMB/jGMDVWYqvRZnwsSzexqEixUesxiAZE2mI8ye3YcOroLCMYCqFgpzFgLBMBPpuRj58MCHzJeqvNRDbPzGSJlc0mn3rsFte2um9eqOR3f+c3PnW6ALazzQPf9M08/ZWn2Lx+HT9UCB2ztt3m7rNnuPHq6xQr41RmJzEG+u0OttUkUxxhbfk2zWaXUj7P4Xvv5/KFZymVSpx930fZ2lnnl3/4p7j3Pe/krnvOEOaLXH3mKeJuG+WH3PvBh4ijHmYwoDJZpR/HqPYq3Q7IjObM+/8OV5/9S175wud527vfxcLbP8xAw8rli0yOj3Pj1irruxG92GAFRAnEsUEpDz/FDF1dVHjeUG1nXDCBEvS1pYskYyz1bsx0OUs8GLDz8kswdo7THzpOUIrYvbHl2BMmSbFf4f4wU0qcSYeQNpVvCyGdN4nch0wEjo+rtUYI5bxQUkhBCoVI5fXOztV1s1Y4YpRKu+khBU8OkZeUPSOHvJEU1pDSYcryTo8Ph7uknw1baLcYiPScKfTttuOIlJUyxEv2u+ph46xtyqKRrhjbFHcfWo1qmWL8qQujwWVTGiH24A8noknhmeFsgpRqKARGmBSwl+i9O9zHy+Hri/ZwFzFk1PhS8tnPfoEXLnf57u/9BR64K+Dm5Rf5wleusLJV4//6xZ/marPL+uYu5+8+zk/8i1/BEx1+93Nf5bVrt8joLp/44W+nLiZ5+is3+J3f/QxvXL1II3KhEh6CqrB8SzXHXM45SQZKuY+B5wRWUqR/G87gwPfB9zyMsHvzBE84U68w9Ol3B3hSEvg+Wgp8BSoj8PIhSTvCDxURktVGxCMrHa5a6CId3mxilPLRGErFHPWmc/S83WhxemYCa2JGCgHTfoAiYbwQInzBzGQJKRW9fp+xucO89No6O+0mh46OMnnwECLSjAuNJyVfu7ZKXknySnJ8dpT12i5aw1QlwBQKtGtNLIqrt9eZrxZ5/dYaxUKBrojI5yewnRqhUszmJLVBgilUuHb7NoNY0u13sEYhM4JimKWQyzr8eqRKxTMUQ0U/sbT7CRNVn2Y9IlQhz1zfYiwfgAc94XGp3uXs6UOMEzOSlyyvt5ibGCPWIW5+ZJgsZbi1VaccSkrlEa7e3uDo9Bh/8vIqP/nPfv4bQiVvClZJv9shG0dMTB7hymuv0mtHnH3gIUZn58mPz2NbWyzduI7N5Jg7eYioH9OLY26+8RIdL8dus04cdSiEHoVKlatPPgGR4eg7v4lrLz/OX//nP2V6LCRfzCK9LIvPP0+sE3oRPPCRb6PZVzz/+FMsnLmPWq2F6Q44cNc9VA5WOXjqPm6/9jQMAuaOnaD64Hfwhc/+Pjdffo6jp++m02+TseCJhMl8SE5JBAYZCgLPIJUlzPgp88MVVoOTgQspyWjXia5GmoaBZhSz3XdbZhN1ufS5P8JWj3P4Wz/G2MEigQIpQ7y0BzXWCUKsceZNQ/m1kGn0VLrFd77SrihbLMr308CENEXGGrcVFhAogW9AKknoSTwMnnRb5GFEmCKNDEvhGpV2rhLX4Q7Z0UPVnbxDBiZTbJt0uLdnjHUHdCKtSAtkWozlvqpxmE6zd8q0m5fWSfZJKXsIt4jdWVBtKiMzGPf9VNJuRXoN9iGPISvHweTuhcMzCaH3oBj2vvb1WM5QGCRwQhUNLK5d56M/+BGeu2T4sV//Iz5y90Hum81Sl9P4mQka7R5fu/AGv/jJ7+b8Qx/g4fsP8JOf+Ba+7Qe/n1/7v7/Ey0+8xNOXbxKL/Yi5wDoDqKO+JOcNoSN3D9lsQBI5PxozZNRYg9XGCaOSGF95SKkwOnZ2ABiSwYBAenhCOovfdHH0qyW63R4icGn3vW7E9XqPdSnZjjUZPBIBOS8k1oa4nyDwCUNFreMMqHZbNUIlySJo9NrkMx4nzywg45jrS5ssLd5ktxfx6JdfJGNazE9UKE5OIv0sJSK6UUS7M2Asm8OKkENTFeLAwy+OE4ZFCAq0V3fwlMeg0+T49Ajb9QbVsREGWpMP8kzmFaExBFhEwSMfhLzy8muMzZ1kdnyaIKxQLecRsUZ3mvRbLQrlDGXf0m316Md94iTG0wmFiTGsjbm1uUMl57HdbRNrn93OgOm5MiqxBF6GnZ0BY5UsyaBNrAfE0qNXr7O4tUPJ8zg6U6bebDPiKV5ZXMFXgr/teFNAJQvjBfvqf/0lXn7iKRor2xy6/y4ufPFpCqN5Dh6aY2N9nVI+y/n3fRNf+LM/YaJQYP3WMpW5BXaWbuBlKzz4nvvRns/lC0+jZMCDf/f7+Q+/9ktcefYi73/4wxjdYmryBINunU5jh4W7jlGcnOfJv/xzZLfPkbvPsb2xwuTENL1OC+1XOHT2BFcvvsyRUycoHz7NYBDx7Gc/zdzCaUbGKtx4/XU8YmQS8drzr/HlF9dZ3O7SkxZrJOtxH61dt5kkQ0MomdqCCgLfMUBMWiQ8qTnoSe7JBJyezDIVSqLIYCsznPuO7+TYu8d45dd/nfVXd2l3NUZrtLFom/puCEWUJGBdYRrCBomxaAMMi6GEWIMVKqXMSbRN9jxAHIsCupEglpZ+rOkJSWyda55jmFiMdRSZxKTdK6BTLxGDQUuFTdkwwD7L5I5j3ztwXwE5xC2sHEaKff3fqNj/kTtUk/twTCKca12cDkBlKryxwhVmmeLUQ9ph+pakQh7HHhp2zMMUdysctJNYx2cxDFk0jg6pMUgh0IY9+GUYMzfsz4fhDBqLUg4iamo4Ua5QHnFJ4e944B6eeu55xislAiVZvraCFD6Lu1s0BxpP2r3hqgA842Yp53zJvSOKjHI0v4wKCH3nYe6luyeDRXmO2TF8Pl8pEj1wOzdjCD3Peb2kwiybGAJPEhZzxELT7/QYnazS6ffZ3U14ZaPNo7U+VxNLSbkgkWyQIbGGjCfpJa7zDwKBSQTKaMo+zI4owqBEVg64+0iVdqtFKe9Tjyy9FjR6fTY7EVO5EA5WqRbKjFqNlw1ZvXWTWEds1WPOnT7K1kaNZiSYygs6SQdhsiTGkM95CGupjISsrrdJkKhcljDqkStkyGQCGpstxkazWJPQ6w2YmR7l0uIm1ghK2RyYhEQalBcwmfVY2u1SmSqyen2HMwdHeWNjhWbDECkPX/i0elDwBSIn6IUB0+MTZDoN2p0OByqjaB9CO6CT8QkSn8XdXWaKRXK+ZbcTExhDK+mS9XL8b48tc33nG0Mlb4rCfe7otP30T3wTzZVF8lNHWVtaQgWKQ6fPceWNS0yOhIwePMsLzz7FoL7K+bvPUz18nMUrl1BRn7ljJ0niLhcvPMPM8Xs4/Z4P8rnf/BVGS3nKY0W6iSA0AxIT0G81KY6NUBkp8df/9XO88x0PocYOEvWb6O11Jk6eJ25tkhmdJtIazyZMn3+A1ZeepVbbZubIKXIjE7z03DNkaZEvlKmOTvHco3/GVx67zdWdXfqRYTMydNMBVmIMsTBEA4mQBt+TpDbH6CGXWTiPal9K5sOAuzOa+w9VGTGGaDAgn88x9/APcPxDR7n1h/+WG1+5TaeTYCPoW+cbnRhBYodDS9BWI6RKGQIBURSDlJi97gu0lQ5TTgNd+0mCIJX5oki0ppm2i63EeY5H2jjrU+3SvbUIMCTEFhCSGJdGnyjACpI7/ECsTQumtSnG7BwFHe7P3r1DSjnE7uPbdn+4eCe1etgda+ngHm2danTIcjFpIQVS+GX/NfvddcpgSRkoe+n2YpgIBBZJZMy+W6FwX5PW5U7aVFGa2H3pvE0FPO7S+9x2B/doPOFj0/mDSrF/JKCHWZ9Oiu88RcTebMT12IJAwL2e5kw1IFTOGEwpia8Eoe+RRBFBGkXneU6s5PxqnKGWECClJvBCSJwxV8Z3iUUog+cJfC9ABIJ+O8LPgfID6u2El1c7PL7d51XjPFISoEhI1nfgV2IFM4UsjUFEZDTlbJbZgs+g36WQ8ShnfMZCRSEr6HSbTE2UaWvLQPsMYsPz12vcfWqShYXjJJuLXNpsUvF8Womg0Wry1nOn6dc2saYPJkOiBEU/od0dIMOAxFhkYhgZybC9O6CjLVMTeRrbNUarZVrtHnnlJPvtTh2ZzdPtCIoLMwR41G9vkM1aDkxUaXVq9Fs9olKRoB0xM15gp9un3Tb04oRaOyHwFMW8z831NuWJPJNz07QbPTLAfEmwtNGkVIKehtFCibZSdJZ3mZ4r0G9qZK9BJ1MgNDGFiUl+/DPPc7323yl5/x9xtNs9spUyUX6EN159jfkDc1jP8NzXnmZq1EcHHs8/+wRHD0zyLT/yvxAXqnzxLx5hdu4gh+99gBsXX+HWtZvc//EfQ8uEP/vln+PdD55kZXUdlSswMVqkOD5DZBKOHJ9la7vB7naDj37vD9LUCRlPMbNwnKlTZ/BziuqR03S7LYq5kJG5I9x+6RlKE1VOvf09dFub3Hr1aaYrOZIoZnJuiu31awwiw72nR5guhCTGGerkBGSNQVpBNBB4nnMAtCkuPOzkEmHxhHP+s1Jwox/xTNdyYanJdiwJ8yGddoerf/D/8vTvfolD3/uPue/77ieXU3hZRUZKrBB4nk2DByRKCTzpcgGFdUIKMSwuyqYCDNf/KSzSc4NUX3goHOfZsxpPCfLWxZdlPUtgNTklCdIEGQebOCm4ZwVKmDTf0nW/aS48Q9tPwG3TSQeObmK5N5S0RqQCI1d5h0VbGNc5yz3KnjuGWL+jF6bOgPYO+CW1ZVXDtndYwcX+YrB3jeHAE8cVl2khFkJQ8gWedfmWw8xOB8+4+xTD0wv2LH6HmWeeGHqd2xSicc8tU7rlMB7Opgva8FltuiNQFjcjECCku99ACErS8r6S4mTFd77bWALfWZhKadGJw4IBlOehTYJnh1FwAqUUGU8RKB/POnGNUArrKTxPkMkpgmIOmZUkiSGbD0CF7NYHXN5s8/huzAsDN7DtxZaBhnw2ILaWbmyZyAfcrHfp6YTBwDBb9ul022RzOSqhz6HpUVpGst7oMzdVpVwO6e12aDYSbjU1b3/wEPlylrUb11nabHK0mme06FMez3L4UJXljSW63a5LGDIaGWbYbvTJKsH0dAWpJO1Es7bTxSrDkdkcvUaHfCFDp7nLVCWDNppmL+LyhuFalKeeK3J44QCZ/BSFwHD+/AE2ai26mw1eaTWZP3aakWqGS6stko4gSSKsEYSB54gMLc386XkOHJonarUJ8znmS9AZSN56eJxSZQoTe3Q1dDdazM1M0truYeI+tUQQ6AFdT7G4svv/UxjfebwpCncmG3D14us88gd/yV333c/6oMfOjXUeuPc+lnf7bCyu8/a7z9ExMX/zmf/E848/yrsfejvtuMsX//gPOfLWB3jLBz7ItSc+T9bGvPN7fojlWp/3vv8hSsUKm5tNmru7HDpyhK9+8ascPXSIUrVIp9Vgeu4gZD0aGxtUjhyk3aixvXiFYrlILHx215YYnztMt5+w9MZldld28P0M0lN0+x5fffQp2o0+hw4dxkiNRVLJe5R8RVFZMp6iExs8D4dvJyCURRrLMKvcZ8gAEUTalaX1RPBEO+KF1QZLPY03OYYvEmpPfZFH//W/J3vv9/DQT38Hx++folD0CQKHSbuC45JMEOArLx22DcUUAmUkX6JOrQAAIABJREFU6ATfE3hK4CsnEJJKoqRJWTCu4wsEZD0oSEmIICelo+ZZRyI0wsn7lTV7lrASp/JQQzghJWGb1EN8r4Ab9jpQGBZ5J+nHpjmT+9/cx7iFuPPL6cd9fNptY1I1qRWItFb61vmZa2O+rutOyzbGGIZI9hC+2ruWUGAl0rj7lGpvBusyL61JPc0tVg2tee9cFNwCp5TECuNUqcLhyQKX9iOlcgsMYNLINplywgUWz7jFpColD2UF7y8qDmQseV/ieRIlHFThYu0kgUpnFxKk1s6+N5sBo93g3IKvAkfNNO7es7n0+Xzpkto9jyTW+IEksoKNRsKVuuGvNiIudBOMsCRWEkrFqCfo9wf0kpi5SpabjS4T+YCsUhwpSQIdE+QKZJMEg2Jt16kzS4Us2402L7y6TjPI8rXFVSrVHMdOncPWY2qNDhATWMlWIhgbGeHo7Cy9VkSpVKCkLBmlsZ1dJis5RsYqbK1s0Wz1CQOf6tgY584f4vVrqygE9Y0Vjhw5THsQIaxmY6eDKRcoVDMcXZhgdXWNB7/3hzh2cJwrr6zy1nPTVI4e5MGz95KrbbK92WCyOMJGb0Ctqbm21uDgWECulKM4kWVnbYP19U3CTJZqd5PVzS0KwYCvXa2zfnubXLnEznqTydEig2adybESfQkZHVOcGicZhByfyWHE31653xRQyWwpa797KuQ7fuxjbC/XOFD2ef7KEl3d4eDsNPc88ADLyze5/foiZ+89xcT8YVZu3CRp1li47yG2lq7T2t5kfO4w7V4H4YXMLBxj5cYVbrz6EmfOnqdrLE/85Rf4wPvexWuXbnHu7vNYP2JzdZvZmTkqR+7ii7//WywsnEZWxqlMVOjV63i+QKosnXad1s42utXj4JmTXHnxJdq7y4wdOU3G81lf3WG86vPYnz/N7e0uu/U+lxs9jPSIYmjKCE9LIjTd1HkwwBIqD60NUWrDCkNGhcJazVggeGc2YLyY5e4jObLtNp2ORI7N8aF/9TN4uYjNL/werz1ykXZdECd9tFaAJrGukMexRtsEg0QnMQgfg3MWtMJh7ghBZBKEFcTabdET6wqIlYJIu8+7VjAwBiNSumBi0cLRBeOUhjdIPyYaEqkxyJRGN0yMlw4LFmClxqQxY3tsEtij82mJS1cfDgnF3txt7/0askcEe8E/rijf0ZaI1IY2SkOX9wynUq9yYVIRkXBmXsYY1xGnFwmQxInGKoiHQqSUNpjKQzHpTkWkSL40zrZWCbkfxHDHsc+cGcJl6WBXDlWnFpW6L3pWMiLhkIK5DIyHCl9Ycr5yOx8LQaDc8BoHAflCOcjHGqRy/HSLQVpJJlCp0Mo6Zz/PJzeZpVe3ZLIa64UICUm3gwxzxAPNakfzyOUtdgQ82wWUu3dpJWVfM+L59G2C74V0tGY8EFgtGC9lqXqGQugThj6ZQCBiQahi5mfKzJQTri7vcPFGQjuToTKS4cGT8yxvdunUNzl+fJ64tkxP5/E8TS87Qry7SpCrIGLDaKCpVCrsbtWYmStz6foq+XyZnufjWYMvNJ12k3bXww8N45UM3X6Cjg1xq01mtMCGLJAfn6LfbRPs7vCh+w7zx3/xLO9/6AQvvnKbmZEco+NZLt3qcGgyx63FOputHirwObpwgNvXVxg9Mo7pG3asQvkZZjrrhHkPIxR1U6C/OeDkqXGuXVthZqJMd9AnUJZICxIJZV/S6hvGA9huN/jnX9vh0mbnzQuVJHHE6XuOc+Erz3Hr5Qu0pUYPehwcrXD+nrtZXVsn6RmOHZtl/tRp1m/eJmoPmDt1lkZtm1anw8GT54msZtBvkc1XWL69yMrVW7zzmz+GV6jwpc8/yrve9iDGk8zPz9KPDTYYRQ+a9I1ha/EmE5UqPSGYPnoC0+0jdIxOLImOWb+9RG19h7HpaTZX1xkdq3LigfdRnZjk1Hu/meNnDxLFMDc3SjUnqFZzlAshEosiIRO7aX4cucLi40JpY5MwSI3r0+YqrWhOOLOdWFajhKVmj6VNgxjNI2WMaq3w0ucfpbOlmf7gR5lcGCPMJKjUj0TIoZ92mi5jXciC8+vGeaBYA0MZvNF7iTJKOKqetI4CKAx4OJggkAJfuM7QQ7tuM6XsOcaKE0s6mMQVP0if6Y4Odhi2bpFpIEFaoNOu1dEC7X5BhSGH0EEZ/83f0J0MQWWHvO/UkjU1wDI4doSU+8rNVOTJMPHGNeypaZe1KJNSCo0TEGEFUpM+oPg6jxPnWe4KsFtkBL6TX6bsGbk3rJTpeyHS10K6+5Bu3uCi49zOLINiRMK0tEx4UPEUGeUTKjfu9IXzGLfWIHB8fjEcZKSJmWiNNu563t4e3OJJyEpFmIVcZRqpBxAo/NDHCkWYzWH6Cd1+xPJ2l20DG9bfo5Yaa513rlQMhEHg0U80Y4FHbCwjoUDoiH6U0Etch5vL5An9AbPzMxyer2C8IjKcpO1JFuan8D2PxlaN7dVFcqFHY3uNfqZMu2+ojmXJZErMTB9AdyNio5EZWNvZpd7v0I/qaCWIvIR40GOgI3qRoVoa4/jhCaanKwz60g1cCyVmJsfY3G2SrxQRUcRELmAs0Fxa63J4LMfrV5sUwizKM2y3DIGJWGtp8uUcpaJibq5EEIJUmrFiiWZsCTIV6rfXyY2UaHYMfnmKzVvrjFXg8o1llOix3e3R3q3TrvepbW6RjRJ26n0qqk+c9xBWvfndAY9MlOy/fPgs05Ui6+2ISrnA0YWDBJkC7djQ2NxkbHqO0vQEX/i9/8TISJH3fue3M0hili5dpDo5je73qW/t0B0Ybl27zoHpMvNn38Gn/81vUlKWv/cT/xPrjQ7dZpfRyQmSvkEVfczAsLu5yYg/4LmXb3D83FkOHz1IYeIQrzz5GIdPnaNX26C1cQs/LNJPYnJhhm67zvjsNO24z9rNRZKehM4qtfUuF1Z2efJaAxPFYMEzmt1eTE2TYr0y9dWQJGlH6yTXKVpqLArlzJ2AjrXkpeB9uTzvedspfuCffg9//uM/T4KPLzOc/MSPcvRdR9n8/L/n1Udepl1PfUgiTUSCMe6fOtHDIVwaDWadx4dGYKWTbCfWIIwkEQadWKRUxDoG6RNbx8PoRZZEwsBCJzIMpKSvIU4LYSREynZxboYJQ7l7OtA01qXQ230P7OFh9qreHZF7xn4dPAJ7NXy/8N7BNNk7lxjSAsXetQQCEuNStlNKyR6b5Y7zDn8XOsXOuYPrPOzsjbB7Yp7hrUqbLiopbu/ERmJvMRuKlLQx2DRfVKS7ECvs3u7CQzAiBSUBGQRlTzDqaaayITllUrjGvd5XkPE8giAkiRIwiZtxeArPOohKGFAeCBRKaIRSBDLA8x1ko7UhCHwe+Mn3Yk49zOP/8KfIK42ODLW+4sJ6nadrMS/0jXOhBALjFmdPKPysRWlDOcxgjCbnh4x50BcWH8t0xiNfytDu9akUC2RNk3MnDiP7DVRhlC+/soYdy3IqzGNNn0YvZn2nzfREDs/3KE1kyBJye6XJ9ESVzXqdmfERZkeybGxu0O3ElCoF/DBLvd6iEAYYDGFllLliyLWbywjP0u9DHA8Ynz7M5sY67U6d0akpNho1KtkypahPQg/TH+BPTrN8e5n50RGSxA09s36AJkJqQ1AZoVCpcPm16xw8epT13U3UweNw8XXuOjXB61dXKU9WuXVzi7e/7QQXX1+hnPUpVItsru+QHSSorEqZAop+v8Whu+ZYvl7n+MIE3/17L3Djb/HjflMU7kNjBfu5n/84Fy9eYmK0yvn73sp2Z0Ay6FC/vcTJt7+D7Y1VLj75NB/+rofJjM/y6nMXiDZvMzoxz3a9w9hkCRNpbt1cZG66QG/g8coTT/B3vuujBKMTvPryJRZOHCbu9Yh0jDSCq5cvc/z8GfykTjh6HN1vEJbGyY1P8el/+Qu8/+GP4zHAlx36cQRRTC8OIRmQH52lH/VQukFrbYlsKOj1Ym6s9vnCly7Saw8QyhBpxVInptFPaBudmvzfmRKexoEJB01Y0m7ROtc/Yy2JdMOkBM17Mxk++aM/iNp5ge7FW/S6CUioPPhB3vHJjxHdeoJnfuMztHYH9PvOedEgSGIHb1hjUo+TFAZBofUw7SSNFrNuSJhg0Mam2LR09ysE/RRD7lnFgJh+Ah0DAyuJTMJAKEdRBCJSHrbdDxwYSsSd8V6azGPEHiyh04LKHeyRO9NA0kQ3pEijxBwBwhlAWTBqWBBTybpMn4k7OnO7f719synBXkTccNLIkFXiBp8iHSgOB6vuufaphR6OxujtwfMGT7kFwEuHw+DuL5HpIFI6UZa0zt0xFIKcUGSxFD1BVmqmA0HoSYopNOJJGHrEhKHCFx7JYIAvJEY6dhI4vD7wAoR2i6UkQnkBXsrHFz4I48I5ekmft/2zT3Hx9/4YL1nExpa1WsTTy01e6sJLPU2snFVBYAXKuvmIAArKgKdQVjIWhkzmFSvNNu85PMNqo0a1lMP0DRnfMJ7tsnByFhtn+JuXV0FKxo8fYE4YbNTj2VfXmJ+s0k66+JUqp48WyI4fpbHTIWptsby0ytzYKOVCQGIknuhTqzWJrSCby5KxklanhcrkCIQkyChGCmWWN3ep72zhhTkCLPlclm5OEfS7NPoBD9w1xu5GnY31LQa5ErqnmcwKaq0+WeXT7HXJh4KtZsLRYxVWtiX1+g7HFybYbbeJqjMEq9tkZETWN0wcmef6jTU8mSEIfIJOB1nM0I97BDbPerfLRFYxGEQM+obZCcmNnT6njx1gdXGXn31skdvN6M1buE/Njdtf/v77qGTzTBw5ztb2DpVChtWlZe5+7/tZv3WJzuYWh8/dz+baIoMoYnQsj+4P2G0OCAKf+nadQj5kfHySZm2b7a0NZuYOstPqonzFaGWEZr1GJpelP4iYPHgUG9UplKZ4/PNfZuGuecaOneWvP/3bxIngnntO0zeGYwvH6HseGzduoLtdRsdH6OocMwcn6XYG9HZuYwZdNnZixk+/lVvP/hW1xS12t9s88uomXemRdHq0tMVqqGOJomEhSfFPa/eUg0OWg+swXZEbpLJkP5WwP5ALOVtWnJwdY7wIerfFoG+wo3N88FP/hGK5Q+P1r/LC7z5CY1sQR5pIa7QWRCJBWSeP0doZKBnjfLW1TYi1gxiUcl1VnILTidYY67SUiTUkxhAZiCwMjKVnLA0tiLAMrCRBEusIrQSJlXu4s7UWnTIk9iTq1sEzBlw3vsffdtzqoZLTpkpFsUdG+XqGyZ1d9x6JJP1Zg93b2cgU/rHpi6x1hXPfhzZ9/411YQpDCAiBC1lN6X3KuesJXMJRH4O2ck/aabHOXhfphsPpsFEwHACzx8DBuMUgIyy+tGRRjHkJE4GPJ8D3JFkPBAlSKgLpBq2+tIRBhnjQR1gI0gBhgcH3AmwS4yHwPeX8YkziBDe+oDQ3SbRbQ4QCG1viCKTnGoZeIulYyxcv13klMlzsW3xAi9SbXIBvPQQxmdBJUmdyPp70mC9mWGv2eNvJWVbWdjDEyEyRgwWPih8z6O6i8hUW1/qUKxlGjs6h12vkRMS1pW2mymM0kx6jMyOMHixw7tyDbOzukom7XHj2KqYfcfzQBJkM6HaX4myZpY0BeToMVMhMZYQrl5fJeZYosbzlrgUee+462leMZCQmgUI+Q99alpc3yYxXuH8qz9WlTUaCgEZsqO00OHfXAV6/dpuDYxM0Wi36UYJSHgSSQSzwPMP4xAhXb9YoLMyT2WyQ9TpkjWb6yATXb/U4PB5yabPNdDFLy88wqLeJd+uQyxMiyBRDWpsNxioBrVgRdZ0/9/holZ977AZvbLyJMe446nN4ukxx+gC11RuESZ+JA9Mcv/ssl19+DrRi5PBplq9dJ4ojSqUyW5t1ttdq2LhFbWmRqbkqE7PT7NSbKODgyTPUez0mJ0aZnJyi2+0xOjaLjGNKxQojI1WEX+bRP/7PPPCBBylOzVK/fQmTKXD27Q/S6bS450PfzWZPcOnxL6F0i5nDhwjLM7zy+GO89uhfQ2eHdqtPUBonCDyayzepzi8wOjdFUC5wZLLAXCiYyPqUPYHveU6oYZ0AI/RcoOowOksY64QSxhAoQFi6qX/HkJ2gJDzTj3h2p8vzV7d46vUavcwI2WoOtbPIEz/zc7zxtRq5hW/nPb/5rzj1rnkyoSRQHoESZIUiUAolXGKMpySeFAgi151JgSecP4nRiWMqSIGnPJTnEGuFe50vLZ5Urvtjn76GtFih97p4uFNE4zB2jXu+YSetrSvUnnTUOITrrKUY4t2usCmGtrgOC/fA0RANe5jx0GJAitQyliGUkZ5L78Mi4Oxjhz8hrBv0ydRz23kHWkIrHM6PK2yeDxkgJzzyVpKXklEpqXpOMRsojec55WWAQRmLZ9P8P8cVRCLxNATakJWWjNCUpGU+kJzIKSYyPllfkA0UoUxQSqGUh6cEgYRM6PJDMTFSSDylHBddJ3hCYHVMGGZRUqXvnyFQToyTn63Q3t7Cz2dQ+SxeqAhLEoWiLSzPr7f480sNno7gtQEoaUmEo0d6WLJWYInxPd+9Twrq2jBbKXOz1eP4RJmVnRY9Y6jbkFa3RyauMzkTcmldg59jKWogJ0doXFtishqyvlWnks+QzfSQ+TxSCu798A9w5aUL3PeR76J05Cyz0zmOHBml1UuQMmC53qa2PaCcL2DDcfIyy+pmm1w+QzEXsnBwnMdfvIJQhpHQI1Yet7ZbvLayzaVrG+THq5yr5ri2ssnhw7MkOmJ9t877HzpBt9bg+PQUrV6LQiFLp91G5UJkqUqhmKOQHWF5uYY3d4DOlVWqqkt20MQ7OMcbV2rMFHNcWm9zIJ/QiLtsLa1QCEMyE1VyvkR7mpW1GnMHRiiM/n/MvXmQZelZ3vn7lnPO3Ze8ua+1d1X1vkjd2tVCgCSEDDLGDOCA2WTAMB4mjMERjrBnxjbLGIxZLJYhBptgYNhmJBajpRFqtaTuVu/VXd21ZVZW7tvdt7N93/zxnaxqCITHOCZCGXGjom7eLTPvfc973vf3PE+dOAzJVX2sFrSbbeI4+ao18/9L5mQOeBIXYK6B37PW/jMhxK8D7wE62U2/11r7knCt4r8FPgQMs+tf+Oue456TM/Z//5++BT+M0QXF6Qcf5NKXnqMxP43yAprNDivLJ1l943W0jtFBjsnJKS59+TWqE5oHHn8/t964TLfTZXZ+HuFp9tZWOXnvA9y8cplCvoQhIcjX6OxvMXP2AuGoi/QLdLY3EX6O4tQcT/3h7/H+D32YJIlAalq7+7Q31tGex/z5k+RyBV778z9i8eTdFGpV1MQ8wld097aYO7nEaLdJYWqSwkSV/+unf5611TaD7pDDQcrBMGS9HzKILZF0yr7hKMXKO7jXcSnR2nXDZMswNxuwJNKNLCSWUFhmBKz4HucCxVI14OJKnuRwjLESoQLu/gc/ysq7Fxk++/t85Zc+Q6cZEhnjaI9s3JEeqwhT68Q7xhXbJM3MlQQkZPmSqfP4SA3ENnUOhWh61tIMBT1jiYQlEY4JH+HGNEa4+7qgWTfaeFMGwe0va7idXmMzwuI4ncaNqu/c4c1jjzd33cBt1vvN1x6795G9Ho17jW8mUtx9s/d9tgAVNkP7FGAy9A/3OrWFvJQOq8PZrgojMcI4MZKBvoUI97v2pETaDAd0PxaegAqGCa3IeYqcsOSkxFMuqzSQKVK6RbJU7jECXzvXxCjBCoUWqRuDpI4ksSJ14dIWfOleuBAKKSEoRRhdRkeJS24vakyaIEhJjaI9sHx+o8sL/YhdI9hMUgIrSTDuIG6Ol9EWqaGAxMqUqvZRCoZRwmJecXKqzlar58JAZETdVzxybo4vv7DK1NwkcSXHyak6Ym+PYaKJE4VPyOLbHuMP//gLvHWhyF5jlrQbsbpxk7c/NM1Hv/59dArz7L3yFcThHrvNNqVSjoNmj8l6idr8IqbfJYljDta3mDwzz5XLB/TNiAeXlnhpc5/ESIK8oT45Qy4o0hBdVm82efjiAmvXrzLOVTk9PcWofYSq1dhdv8nc/ALr2/tEg5gTy1PsGU05leyPWhSnpmlvH7JU1QQGvNki25d3mayU6CsPNWwxdWqJtbU97j4xz95Bi3GcUKjk6fRiSlYgdISxlvrUBOstgx4OmShp/sEfX2WtHf6NO+4QeJ+19n7gAeADQojHsu/9iLX2gezyUnbdB4Gz2eVjwMf/U09graC9s006ajN56j6e/vRnWbznIcozsyQ2pTI5ycHWDaqNMjMLK0zMn2Z7+xYRMLW8RLM5YvXKNaSxFKYW2N/ZoTYzybVXX6YxUWdybpJcKU9zd52plTNEiUAHeSwx0ri4r+72Fo88/E4ON9YZ9Qa09/bo728zONyisTiLyNeJDUwunCWflyQjsDJg1G0zMTlDmhYYhQMiW+DXf+0ThElIzjME2s9O2R0D7QtDzlrixCCVxMP5eAjhiksiLNYqTEYAIIWbRQvjchCtYzW01RymgtdGMe0o5WCQsN81qGrO8dQi4fmP/wLdLUPx0W/l4jc/RCEvCcSddHZuz7OPixVYm+DyJUFJBdks02ZBCC4mzJVErT3G1hInljjz+zgmDZKsSFrrxh/HBfu4UB43DDYjShy29hfHHm82xvqL7xd7+7rbqTpkgpg33U6+6aKyx1OGLNXmzoHgWCvjMjnv3Efg7njMxovMo0UAnnFScmmtOwNBogx4EnJSEmDxtaCqLBNSUZbShUYLS15CRcGEhGlPMOVpAi3IKfCFQCuLJw2eSNDac+MRlYlrlKRUDkiiYyOxBKFcQLAjVXB+6dbcPvPwlEaJBGuGPPg934M/zkx2pXDpS9YyHlt6YcT1wz43BgkbqWU7SZzHSbbQltbNt2PpDlIm1ZTzmslcHl9YlJKcqviMUTSjmGqpjEfEbKmCH+TZ2+vy6LkZru3ss1zM01CGROZQvuKgecTkfJGtvX1MGLM5Sti6/BpvrG9RLgXsru5x4/olDla3GLbatEZDhmGIUSUaE3Xq9ToWy8xClW4/4ey5Rfa32wyHPZYnJxmP+1w7OKTb7bJyZp7G4hS616I7HBAPujTHA3qySDGxrG7soZVhfe2AqVqFze0DdOQxWcixMxqjogRpupQXlhmPDeen6wgBK+fqHG4NmZ2tM7VQYtAf8cBDJznc7ZCTkr3RmFgYJifrNA9byBRSzxJHGm1jru00aXZ6VH3oDTqIv7JkH38+/jNm3EKIAvAU8P3Z5Y+stb/3l27zy8CfW2t/K/v/FeC91tqdr/a4F5Ya9if+ziO87YMfYOONa8yevRuVswjpkYx75AtV7HjM2rU3uPr0q0Qmwifm8b/9YfbWN0lHfc69532IIMeo1aYwd4Jh74hBb4Qdj2m39pHDDrNLpximEeHQINKEcTqiMXOKW6+9QGftGg8+/m42V69jbYISHtMnT1BfOsXTn/szlqp55x5YnyCRMEg85u6+SNg7QukJPDmg1x2SEwl/8Nu/z0OPPcRwa41Oq8/vfPJVhihGieVwnLIXRoxTg58tw6IkJTHOle14aSmFQGtBHCcIobDCoqUkSRKs9lyajhAEUhNHEQ8X4aSnmK/luHelgQpDhu0hVkpmv+G7efg73oJfDhk8/Rme/vinGHQ8xnFIaBJs5jWSpDFGSLASYyWJiTAik78bNxd3STwuRGFsoWtctz0ShigVxBgiIYlNSog7YB1HlFkrQGYJ6saNRVwRdmky6jh4wYDLm5RYm96e/csMcXT/z+gc6VjkY0DwL3/feWzL2weFxLi9gntch1uZY4RPHDs3ZlanQrhOGxfjhnXFSwuBlpLAOKOpQEgC6egMJSx53yMxhjRO3fIVRw1oJZAcq0bdnLqgUxQarUCaFF9IchqnQJVuFSqEpKA955aJIQlTd2DJfn5lLDobYwVCY4RTjyoJSIUg5OyH7uPGC128zi4ShQokwrrFskER+T5/9sYBV4YJXxynpEKSCtdlK+POYfJKM0oTAiUJjSWnJPOBopbPs97vcLFaQ4qYbuROTTSWdy9p5mdnePH6IR+4d5FffeY1HpxfYGnaY2+nxcu3RpQKRWYmNInvM+iHKE8zu1Qh6gU8c+U6+Tx8+wceQYsiSWuTbn8fFUxSyBs6Wz2WViocdhOW7jpFc/2Q+eUZ3rj0BnEcI4SHUIJnr+2ztDhBY6FOmGh0s8P8TJnDzU2KpRJRaLjr/DyvvrZK1ZN8cbXN/UsTbHaGXJwqgefTY0SS5sj5hl6lQbU9pqBG7LTGvPOeBk+/fsRiRREWK4wOR9xzosTlnR4yGWF8n2Q0Ym5uhZu39knjCK0Mwi9wz1KDa60mYd9Qz1lCYxE2x488cZ319n/BclK4d/jzwBngF621P5qNSt6G68ifAH7MWhsKIf4I+Alr7VPZfZ8AftRa+9xXe/xz8w37hz/3w7z07JcpGo0u5vGLAVvXVllaWuLK1VtMKMjXC+zsHXDy1CKNuSXXAfmacx/5Xm78+ScJEyhXqqxeu8Lu+hrPPvMa9188yT33nGPl4r14fp5ed4divsLq1SsIv0g0bBHtHXDhoYfo9YdI28PzcojYYosFbl67Qj5XYWayRKFapjMUNOpllAfDdg+vUqEytUKn1aTf2mPU3Cco5jCFaQbtfexoxCtPPsOr13ZZOxix2h4Cbm4cRYYOhjh2RSO1x3LqjDW2btbsCYiNW8ahYWyhAIQ4f5NqwScKDTMi4oKvWcnnyOcUd69U0f0hw3FClAa896d+npmLdZBNbv3aT/DiH1wlTpRbNiaWWBjS+E4IgsGNNJJsQpoaS5TGYBUxKd1EcpQYBgZGWJLUmTAl0uGIVjjSBGszfWDW6d7eHLp/HR+djUduv00zdz7JbRpFSrfIO6Y+LK64Go6ROvEmtM89gQNU3OMYnCc1uILnxkKpY9oxcEyOCJktPzNvS7xHAAAgAElEQVR1YyZ910I5EsPiOmplCKzjqD3pBFRKOjsBV3DdJNveDh2S+Nlgp5QpL8+dXWRndQ8hUzylUDhV5bGCVVuLl0s4cfcFbry0loVzaEgNWmuUdJy+dm0xgXSBHagULQJUzlKYqBMedTHSovIaHad4hYBWa8DCu+7l9de3+NRz69yIJS+OEzd9F86T/ZjYIbNAkLjdSD4QiERyoqTYDmNOF3ys1C4DFUu9UsAYmNIR0i9ypqL49M0dLpxYocoQOxwRF2o00oTLrS4Fv0KlasktTxOoIpWjPr/yhUvk8x4/9l33UFg8Qauj2bv0EvOnz3Jj7QYVoejHQ5p7Y84vVSmdOYcOB1y7sYka9hmOYorlCXb7Laq1GkyUSMc+QfsQIRJ8X6GFJBmH3HW2weXVFhVi9qwmFw6pzM+xe/UmuUIOdB4v55PPWXb9Ao12zKnTmr1mwqQ2bIYa3e8yeWKOw40mOS+kKzzsEGoVQ3M/hbqmtT9mqhpQKOXZ2Rty73KFa80+nrR4CYTpAHIl+kPJjz+5xnr3bz4qwVqbWmsfABaBtwoh7gH+CXAeeAsubelHj+v8X/UQf/kKIcTHhBDPCSGe6wxDnvjN3+Dh8/PMnj7BidNznDu1wulTDW68+iLnTkyha3mE1rztXY9Rq09SqpfIF/Ocf9+H+cUf+K/pHRzx4hc+x+HWGkdrL9Hba3HhxDRv/7r3s3j6FC8+9SUuP/0UYS/l6iuX8GSO1sYGc+Uidz/6FjrjAcWColadQAo46Izo7h8wP1Fiab5MUJ+gPzTkghxGCcIwpXbiFGECa6+/gRAGEw6ZP7GC9gIuP/k50nabo61N6lVBrSARJmGh7DNb1MwVfIyAvFFo3wUS6AyBEMYVqsSC5xkia1DKFcRx6hxGxsJS1JKcVoyGCWlqWDeCJwYpr/ZHrHYGPHvtiK3EI9cIyOshz/zo9/Efvv7buPK5fZa/92f4yG/8U+559zJaxkgRu+BYLW/PSF0BStFWOCMk65ZzI5sSG+hjiA0kpCgjXZnMvL6RkKBuj2GMMdmy706xdh0qgHGdowQpnBWuyDpYaQFj8VAOl7MpKpOTS5yTn7YWz0o8a1GZcMWzrgBqLH72OEoItHQ0gOR4HCTQIs0KjsHDFWXPWLQVeBZyQuFLhSclnnXjrkCm5FHkhECJBC0tWtkMswNPKHcgsZDDkJeSinJ4X9VTBBKKWnG4sYOvUvIScqQEyiKlIed51BsBjVNzhGmRW5fW0FLgZZ2szvxNpHEiHe1pcp7nPtRS4muNyrmRRtgbIAsKXfOQAmItmbwwRfjIA/zSbzzPJ1/Y5OkRvDKKs1GQcWpXrBsRCYG1Cb6SKAsxMA4NsznNdmSY8wIQ7mCtjGG6mmMQJTxyepJuZ8iDJ0v87utbPDA/w4JsU8Hyxv4Y+pY9EXJ6aZm5GZ+ZU4uY3X3OVhQ/+/mXCOpVvvcD50kr86yvC3au3aI2O0P3cIuZRp2xNBzudRAqYa/dY3xwi/n774N4SD/WCK1Yb/YpVsrMTNfZvdrmvokx0jNU8hCPIzwTc/HCNK9d3uTsiXniYpUJz2dvlLJ3a5+plTKxF4CvCXRMO7WMru4zO2NZu9ahYAfcDEGEI1bOLbC3fcDS6RlMsUDaH3PXvbO0WgKV08Qjy8yEpDw9x85+i3ouYmcYEkhLXmsWz9aYmF1kZzekPwjJeV+9PP9n44BCiH8GDKy1//pN170X+EfW2g//TUYlpyaL9rnf/Sm21rbZ377F2TMr7B8cUpua4epLL+ClYzrNiAcef4jtG9v4+QLn3vIg49Tn07/z65x/6G20dw+45z2Po4eH/Puf+yXqJ5b5pm/9KPlijubRAdHeLv1xRGV6ks5hi7Db5L53vZvxcMTWjWtM1mvkqg12dvfIa49AGPoHB5x4xzu49sYVCr6mmPcdDpTGVFbOsHX1deqTc1Tueztv/PYvc/L+B2i2DlFKMNje5GB3m/lTJ8DA5594mjcu77J10GFnEGKsxtOC7V5IP0OsTCoy7toFLSihMCbFDzRhbEiEwRqFpwWesqSRE3SAITW4FBmbMBZOHPHunGLZ85ivepw7OYkaDEjDiCQU9GWFD//sT1O7UCc9uET32U/x1C9+js5QkKYCIw1J7PYPoYXIONMiayXNOGUMtGPLEEGcOl47thALS3i8zMRJvY+R5mPZ+nEaUFbD3fIxI0yOMUjIugrhRieZRsUt6bIzE8txCr2LEhPWYCxZmLAbJUAW0nwbFXwzQZJdZ7lNuCil3VIUN8KR2t5mwmXGwQUScsIVZF/J7CDilnYKp0bU1oGDmtT5iEhXvKW1ma+IohA4IP3hdz7KledeYHp+nt31TeozRQ53+2jrnBqlNM4PBIHW0qGDGY4js6UnQqIUaOnCE2TgAqQbiwt0d5t4eUlkIIkTystzfObLN9kNLc8NUzbHIWk2BouEU4CmmUjMSe7tbXVnzoLwFSeKeY6ikKG1FFJYyBtWpmc46vWxqWGQjHnPYoFm7PPqbov3nlzgrmXN6r5gffuIcqnAYNzjoUceor1zlVx9jgkpWY1C/p8vvsZbzi0xoRPe8o77KBjJ1devUclVGCZdHvmGr2McJjz31NOcrNUY9TvsbR1QnSkxf+4sh0cxm9evc2t/mzPn7mKhqBgMQmbnSxwejamXi7S7RxRsnvmlKhsb+5TzAc9cOaKoDWMUE3nLVDVPfwxaaKxIGVtDP8lx7+kiB5s9Ll6c4MqtA0gsU406N67ucWJpgs3WiEBpTi8HXLraxxeW3fGA5WKdNKcZHDWZKAf0hCVv83jJgHPnJrnZStjaatIdGHw54mde7v7No8uEEFNAbK1tCyHywKeBnwSet9buZBTJvwHG1tofE0J8E/CDOKrkUeDnrLVv/eue4+6TM/an//YjRKMhZx5+gHEUsXV1ncbiPPurqxQrJeqNOrs3N1hYXqQ4v8L6q88RjiStYYtKvc7CiTO89KUvMly9zt/6/u9hqCrUJqd46bOfolisIPMBE7PTtA8OmZqoUJ6eJUkTmjcuM70wB34Zr1CltbeKGBu0sPiNWdrNHeLEUszlaB7usXLXPQSNZfY3rrF871v5hY/9Xb7r7/8g+ZUV0ihi0G/RP9jHVwJbnuHF514m7nU4OT/B05/5MlcO+iijEFrz/M0junFKztMcJDEmcdmQUsqMXrCEsTzeGjIWhpzQFAuG8dDNc5Os/Cnu5B6OlVM/esayoOHBnKKR85ipFGlMeMz4MGz2wGri4l18+N/+zxTm6pA7pPl7H+fP/t1nSNMcw1HMOE1JrHCjGivoWUMzSglTSz8RjLHEFsYIxtaCsURSZD4nx/FeWXUUGY1grMMyhMgk7G7ZqLJSLIQrFM5gyX0vlccLTNc5K+mUj5IsLNk6MY+xzizL+YxzZ5SC8xEX3IksU7jftxKSY7mjhwSTKTpxsWgmW7p6ViCFISclfsZbe0ogUpwXiHUqwkAZtPKwaYKnJL5xVr4CS05prEhQRhB4ggRXHOXxGIYEhXd7UYpNHDYoJUqY26MgX/vOFEuAEu5gEBR8ktid7QTzRcL9EEmMsJpBnGAM9Ao5vnytxXocc2kAQ7eAwOJyRI0U+NZ56UjrqCAhnFeLse5zUS5oakIzECkySil6irInWZiaoD0cM5dLmVSShQsnePX6Fkf9iPtmyvT6IUkUU8xrokqVat5nNOpQL9eYDPK8tLHLc7cOmZ6qI4ZjvvujD6HJkVSnWH/pK8jBgPpUifrZR4EDGov3c/Wzf8z16ztMlUssLBTY3O9SXjrL/v4tTpQLTNU91vcjSiLB5DXlYsDBVgtPJCycmGdvY5f6RImD/QGbvYiDZsip5Rrj9hEqX2KuKNgfCAbxgEpljjOTMZeuNHnHO87w3Msb5AOP5cUSGzfaLC/W2OyO2Fs74J675nju1T3e/dgSn7u0x9kTc4yNhl6PsL9HrVhgbxQzEyjOP7TC1u6Y5tYBqZCsHYy573SdH/rkNdY7f/NRyRzwOSHEK8BXgM9Ya/8I+E0hxCXgEjAJ/Ivs9n8CrALXgV8FfuA/9QQmtRzcWuXtH/p6kmhMvzNiarZGp9WhkDM0ZmfZvbnB1EyZfKXKzvWrlKsBp88tMhMIHnnkfsq0qEZNvu0Hvxtdn0GqlJsvv8jFB84wMT/B5PwS7YMDakWfxXseZBSNGQ76zJ09SzFfYtCPGQ9bkPqgLIVaFZnTFIoVarUJ+gNLY7JGaXKWy1/5IpMnzvJLP/JD/Pf/+B+Sq9ZB50F7aC0p5AMap87x/BN/ysEbLzE9UWPQ7jGIQ2YqeQKtaXaGeJ6k7EliE6F0Zr2Kcn4ZKVhUxjM7BaFWmsC3jAbOmtVkfZ4Slki4UUYiLF7iTvERsJ1aXgsNnTCh2Q9Z2+4SBkX8oo/Fkhut8sn/8X/h5d99EpNMMfF3f4B3/713oFWE8t0Yx+L48US4jlZpjdaSVDoXPQO30ZTjGLA75Mht/iMr0OI2U6eMRWJus9nCOJtUaeztJaAvJZ6U5FG3Rx1e1m+70Yp0/LuU5KSzO9XGjUuEdWXac45NrhOVEl8px65Lh8uJzGJVuyOfSw0yBiVdBo8WAm3SDN+Tmc+MwJMCTzjRiW8keSEItAvo1TYhr1RGW7hIMF+6GbYnBFq5v7MvJb723FhKOAhRSkAYBCna05mIJ6NwpMCT2uWKGul+11LhBY7xllpjraW/3ScnBVa6RbFSAWmpwPM3OmyHKW+MLJHJ4oCkwkiX86nM8QHOgnQyfGsNBkvOh0a5ylEvJraGODGcr1cRvqJaqbK2d0CSJMzkNbXpMp958kVWahUKWA6PuvQGMeMoYYyk2+nSbbZZOrmMimPizgZfWN2lWC7SHIV88N4FttePwMR0W4ecW5xl8eI8y2dPce3Ka2ztDnn+M5+gWCkyO12hVJJEI4dH7m/folaZpFG2NNsRnpdCLodMLLvNPkli0F6O3lGLfq/PrY0jhqMh270Q0hDGEdOLy9hEocp1dAD1pZNURYd+JLlv2efpS9dJhgOmKiVWN0aUSz7DxNBtjnjw3rOstrpMVxSb+weQ8+g2Q4LeiJywnJ2bQxZ8SvkKlWqe5lEHM+4SJgaJx3xBcnl9668tz18TysmzMyX77G/9C25d22Z/d5255UW2b64zM11lf3uPgsoze3KF4bhHmFqENSycPMmrX3qBc488QvfgCsoUKdTrbK6uEpkiPh3KE5OMwoTDTpuF5ZM0JosMd3eJlSbp9iiXS9QXp0jwaO8cUiznGHT65OoTaK0crZDGDEc9Zk+dwegiUa/DsHgfX/75f8RH/+HHaHd6+EGeZ3/l52mJBR7/jg+gCgU2r7/iTrGsJU1jet0Dunst+q0uz768S38wpj+C7X6fndAV3sRqotAp49I0JcyokRSDsYZq3iccu5VhYl1BsFYSpimBEIywBDjcL01ThBREODlzDngw8JnWlglfsTJVZLFRQo6HjLpDyvUarWbKhY/9CA9+5+NYc8Dhb/80a8++zktPbRMrTWQkW72ITmqwEtABnTBmmAgiaxlZQ4olykr0mwMEnMmSve074uyRUjJdIfoYD+Q4Es11flo47E0L5YqVdL/TSByTFW+OGxPZY7vUey1dt22tdER51q3eDlAwrlMGt9yUGfZmrJshp9a4wAKRZq/HI5ApgYaccR23LyRSKiTGZTJK5/gorPMllyYbp0jng+0Jh0VqITGkGcaYIY3HByIEOuPGrUmdwEkItJBu/m9dFJr03GPLvMCmknK9xqDVQWtNYiyxDQmNZmAET91o0kwFt4TgjWGCEhqJJbKOjImkRZssRVM48kdad8bivHMkS1XNTj+hnPMoSMGpYo72MGQjCZnN+UzmNA9NKvyJIi+/tkugJNNzk+x1DHMlRdQbIuo5TNjnLe85z+HAp9JuYlttfvuNfVbOXWDr2lUePz3ByfvPIg00jwYcdoa87/1nWLrrXp555jX67YTZfEj/oM1hZ0DgJ0ibR+cDNrY7rCzVKNfrNLcPGQ4HBHnNwX6T2cV5DvZa3HvXIrt7O3R2DinPTyIGhu1uj1y1TtXP0w57DKxmJkids6cqUk9jJibzyGEf0yjRWm9z9vQMnUHIqNWhsjLFxiubrCxNsLY1xjJk8cwkT764xWMXztNqtlBxSClv6FsQxmc6p5k+WWT9+j5+3mcwFAglWJ6p8dzqPv/qzzfY6H4Ne5Xcf3bR/vr/8A0097s0D7usrMwwe/EcR9vbNDd3mV2cY2JykhvXV6nVa1RnZtm7fo0z911kY+uAII3I1SpIv8yw18W0t0lzVRLrM+4eIYXh1MW7SYVkd/0W4+11zj76GD2TEvUi9tZXWV6aweoc3U6LYrGMiWLyjQlK9Sr5+bN0BoqdG1f46R/6YX7h//g3RDIiNglEKUpourvXmZ0t8eTvP8F2NME3fMvbEGmMkJL2YZvrz7/E4t0X2dvf5mhzm1FzxH98doMemo3BkLwS9EOD1TAKs3mxPI7eykynLGhpSVKJ0iJz/nMFMUwNSgnS1OLhik8o3QfOZMXbdbSWuwPJOU8zVwxYWKix2NDYfsRgv4kVmu5A8cAP/lMe/q73QCBh9yle/Xe/zOc/dZPdXsxRZBmblHGqGZiU2ArGCELcHD4xboxhrUUol7noGjiLMuZNfLUrrMdoGziJuSfsbfl3DucJbjLhj1veShJpOI5iy07oyag+YgtSuuwcKZwqM0Eg0pTbDoVZmIALkoAUJ27yBGAlSmryIiWxCX5m+OVLRYAiUAnBcccOIDIaRFmUVAQ4haQVEkHiDmNCIawh8HyXQqMU0kqETCAVBJ50B3qZOArFutGRUj7GONZaedKZRWX2rcoPSE1CaXaSUa+LHcTEqUFoxcDAMEl4ZW/AaidhG8mtNOUocXjhsXbAt87q1h0uJNo6A7GiVoSxxZMpUiumAs32MGLSc9jhuXqJCMlOf8RcXnKyXmY6CDl531k++5lXmKzmSDQcHgw5sThJ86iLqBaYtDGTdy+jxhAkXdb3Yw77IauHXfwo5MMfuhsri1RKFXZv7DAMI07fP02pPkPgV4kSTXTzJWamqqyu7uCrmMhqWr0xk8Uiu602J8+doFzwSEYh7WaTra0jGjOLdLp73Lsyw/PXb1FWeRqTVY4OOo5TL5WoegarA7a7EafrHjudiK3OiHefnyYejRn0BxRWpjm4ssnJC+ezWLkUvyIYD1LkKCaWkoKwLJyb41NfWOPxe2a4tHbImIAH58tsHmyxFRWYSGPe8bZlNra6hKMYsOh6mWqSsGMMIvL4p5+5xtXDr+HosotLDfup/+0H+MpTT3LqobcyvTjP05/8BM21Xd7z0Q9w6u/9KH/yPY9z/9/5dnZWN2gszOJVZtm8fJnKdJnJmSV0UaFTw/DwgOtvXCEo19F4yLCJtZbKuYd47Yk/YGWmRncguOu9X8/waBclIAgEcZQwSgxTs/NEwy5JlFBcvkjhLd/Nl372+/iD//BbzFaK/P1//sNYUcArVWmtXWXY3WJyYhldLnH9yirTjQDP1yhdpDsaYsdjRDKibwy+9Ln0lZfph0PyQvHC87fY6ia0xyE5AxtjQzdNGSUpoXWLOCUlKcJ5Yhg3i5TKZQXklGKURKRkbLRQ+MbcDtm1uMxEY8iWZpI4O+31EsFbiz5LOc3bHrmAZMx3/sdLrP3kf8VXfv1PGMcQmxxxMMVH/vU/Z+bh04j4Cjf//cf5+E99gYHUjGJLxxoGRjI2KSHCud/ZO6ZNjk0XIB39cSzft8IFSLhCnKXeGNDCUpAaJVNK1hLoY1Up2UzcvskgSmCP2XeybtFYTJLd3nN+1GHKbfXlXwhjsM7hTxqwymFsHpl/TPZ6fCnR0iCFxTeKkpYgjXPeE86eF9x8W2gnvxdKImzqZvDZCMTLwps1ktRGKCuR2hVzay25wMcmKUo4fxpfa5fVaVKklGglyJV8ktggiTnx2Dl6RyMGm00iLCQJFmhHlgjL1aOUq+2QI2F5ZZwwso4WEta5OhalJILbWZQ+mVrUCIxUhDYlLw2+1PjCY5SElJQgL1JOVCschRHWppQDicLynlMB5YVTrF/bIQpjpkqanYMWW92UeqHAuKB4x92nmJux3NgJmZmqsbl6iydePqBYKVILFN/6kYs0GgvcvL5Ga6fHU6+v8fa3zCNLJ8gf7RONxpw80yAflDjqDBj1DoltQBJGFJSmJX1ycUSUwslpn5X3f5jPf+ITNKzh1sGQiys13rixw7nzJzg8GhKEPTpRBNU6E77GywuGaYGG6rG22yStTvDIqZNceeMyQTSkcc8Zdq9vU6nXOdrYoVYOWJxqcGNnD0MRMe6hCdEzM+zdarIwXeZgMER5OWY8wUF77NKFhOXCXZNsbfeIIoMn3D7I8wz1hWl2tzrsNzv8yy/vs/FVZtxfE4X7npUZ+zPf9Q6WL9xPccLnM7/2m5y76zTLDz1IMnk3vZf+lMLULKNBi4vv/ya237jMxosvcOFd7yeRkrDbYfPlrzCzcgIR+IzGQ2wcQa/D0c4usRFEqWauKtjvDihWa1ivQKPsMTHbIBUeSSLRWhPUK4hkTGHmJKnR/OHP/688/tHvIF8qoAJNlGgSYzha26BQ85iaXmY0jjjaXeXJz7/ANz7+CPmiT28wRjq7a0zOY9QbEEhYW71Fe3eHcd/S7bXY3BqycdjnemtAbASxFRyOQzcL1oo4NZTymnCcZrmQjkyw9ji41oUVYATa3pkvC1zQb5qdhmvrMgHJnPWQYIygjOXBfMC0UKysnGd+LsALj2ikAwadIWEYMQgTWuMSD/w338fXfe/jPPXjP8DzT61xdTdmkEr61hJaRdekJNL9zHeMocgICPeqpHUueXfcOu4YNSkrCWRCUWReHMp13xj3ZneZ7ZmHSGYIdTuv0zi/6xSLJyShiZEoTLY8lbdJFrdss7c19xZPQIh1Pim3mW2LVc5/3KGEFl94KOVu5x07C2IQVrhEHOFQPJWhjpY7gh2hBCZ1Y4ksfxilLEIr10Wn2QbAxiglsuUpaF+gtUYHAi8P5Ysn2Hn5Fv4IVCBI4hiR82l3U/ZGCa8eDmnHKW0hWIthJ3FnOHG2bnAooWJkM/5bSIQx5IQkNIa89AhFip9YdFGQswG9MKaRg5mcTy9MKHoetbxiqlqi025x94RgI4qpqxxIycpUg6eu7XM0HjNbL+LnQAufZrvNf/exv0XX1vni73+KraND9iPL/Fyd03LMt/+3H0JNXuDJT32JLz39LGfOzhAeDbhYF1RmJ6nmBDIICBPN/v42R4OEeqnOfusIpX0mAsXICAomRBhDbanI3W//Np76vV+lUS6w0x6xMtWg3RuShAmhyNEoK0IsY+tRKmg8pUmjiM2jLqcWGnRSwcmawZTqHNzcp1DLsbNxSBAOSQpFhq0YnwiR9xj0LbXpHEdHfXwB9dkqV28ccr5RJsyDHKcIJViaECS1Ba48f41czkMJy0S9wIl7TvCnf36dZJjy2MMLfPuvPPtVl5NfE4X73Hzd/uY//iiRkbzyqU/x3g99M5dXr0CS8PZv/EaOdnaYWpxmkBT5/O/8nxQLBT7wnd/OQGjCvR3CQZcYy+TJc6y+/BJRd8jD736AzddfpbWxg9CSUqHC6vY+UzMTxFHC5Pwy1bkGQvn4QeCsLrUGL49frDLuNzm8+jyl+iSVep2xniAdNSEFYyPGrSZTpy6yeukZGvV5EDDsHlCdmqDf7lPKB3TGKaVSlV57Dy09/EKV6be/i6d/9cdJ4zxbG9fI6yqf+OzLbPcSDscZK50IOtIyit2H22RZCCkWZe/gdcaSUbdOXKKzgm6UoxWsdXgauAKnpCTJloQj6xZtwjgfDpPA2ZzkXk/QyOepeR6lWoHpiQAV9mgdDDkapPRjiT51ivd/y1tovfwFXnh6iyv7Y7q49JNUWKL02MfvTmavUxAKPCsRKrM9tQIh3Wl6gJvK+FjKKpOTQ5bi4thup57UGJNm82DHl2f+eu7nzGToNjvTsJClrztBkOKO97nBddPCSmxm9oW1GbWSBa+JjJmWWaJMJhLylSRNY+cJYlzIhFLauQkCwrixjM6Sd0Q2zhFKkqYpHgIVeIg0wsVa3Am60EqiPSg38siSpjyRx59eYvWJl8j5LuBX5XNEJuagmbAbRby2O2J/bGkqOEosB5EhVM6TJTJuPIIyeFYSZ0IkJdzfJsneI7lMxONJ9xwlqWjHMUtFhbKKo3HEgwsTHLWanJosUdaaMOojyyXunp5gp9dlHGpeXT/iRD3HXhzz6L1nEKOY7eYuJ86cYPlEiT/4fI8bN99ASc3ydJlzYsjyWy/QbLZ4fdNgOy0ml6bwOwMeOZWjhaRSK1H383jVOreuXaGf5gl7TZSXx58ok0sE/bDHXFFhbI6dnSMW5uocdXe48Oi72L+xxmTZ5+Wrt1BWEUUxS/PTCGkZJ4LAg84owkYRqRScOTnFqBtRC0ZcObIEaUql4nHUTCjrlHE0YpwWMHHIRC1PNE4h8Gh3h5yeyVNenuazn36dU3MNLpxvcLA15GA4Yr6kKJ+e5ot/9jrT+SL5ArT6fS6uNHh1e8hmc8SZiRydyOPHv7TOzf8CquT/9y+lNX6lwtrzX+Hc+XMcdfaQCBbP3sX2rVVUTqPL0zz36U8yt1Di7R98D/0UPDvmxgtfobJ0itzEAjaxvPzCJe57+wPs7hxii3WKNY+Z2Sqdbov6wizj9hGVoofwPYLaBFhnOO/5BTARXrFKHEdE/S61pQsEhRoEFTfjDMooP4+QeeqLpxiPezQWFkjFGKEsE/MrpKqQIXkpuSBPmoaUyiWMEfjlWX73J/8V02fuZ/n8WU7fdZbeqM9UqUjgeeSEoea5oNbEWiqeJUpSDAaNgMykKRGCIPDdrDIbkyjrOlajhOuy7Z2UmRRXyMB9kJXQBFIQCIeh2QrcHxkAACAASURBVGzRuRYZLsWG3dGQ9nDMUafP9dUjBipHaSpPuajRviXeWON3f/K3eP5WxH1vP835uRwVQufFkSW2+MrDyzSJEoGPRFuJkBqdOp9oKTK1obVgXTELMtLDBewahExR2qCVQsssTUgq1DHTjcjoE2e8pKRzYRQYR2wIHMUhIJAqUyW6N74vs4NJVpwDqV2hlW7qfbwUlcKJcDw3rUcbsGmmIhQulFkphbApHOdxSnl7PCKEm/NLBbkgcB173sMksVOBWud5LoBcXpGvWXITgpl7l5l95B6i3AI3n3iBfF47VLTs0RlF7LYiNrsRL2x12YkNTSG4EQl245QwEzAluC5bYTJL3SxdRzj/lmP/9cBKYukUvFKlFIRgLEImlGB/FGNEwkJBcNRqslgrYlKNCgIeve8Cw9aIGzsHbGx0uLnXpaDgYBgzO1thsHmTSjEgX2/wxq0D+jRYvXmdwPOZb3hErRYPvvd+bq72McEMg4MdHnjwNHv9iFkdI2cnqTZmKAlFKi07m/tU6mV8X3Biag7fV4jhmHwB8oklRbB65Salaon1rSMYxKycuYvOzgGt3hBsjqBQZTjsksvnyBU8RqMBwvMQRqLLJUp5j4PdNsN2C71ykXqhQMFPkX6AlDHliRIyKCFVysxMlcEoolK0tA9amCimMT/L6zcOKZcKzBYMrTimE/VJO33O3LvC+o0OgRcQpQla5ViYqDJxdpbY+pT8Iktz0wz7vcx186/++prouC8sNuw/edc89z/8KN3eEX6pxsT8Aq39XWrT0yBh7ZXLPPDOx9CNeYaDEQUVs/PKJWS5iFesM2ptcuvSJe5//AMYHXDzmac4ef9FwnaTje0jlO9jrU9ptAe1CRrnHqE000CZmHQ8JpfL49WmCHstTGJp3bzM/IV7iI2mubtBvjqBNinj5gETSyfodHv4uRzba9cJ/CqzS1O0Dg8ZdA6J4oRKsUChUkEgGI6GJMkQYX2ETPDyVWwSEQ9GvP70M+w1R7zw/A0sko1Oj61eClqy3RtjhSQhC7oldbJ4JUitIzISK/AweFITpSmxcL7dVmTCCbgd0XXsTS1wYxOBK2Au4vhNobkYFpTgbt+jLC21wKOU96nUqkxULN39PqNRyMHIMIxTIs/jre+5m/bqDQ4Ox6wdjenHllhIlHX+2oYUgQtj0JAVD4ebedaSl4q8TikJiS/vdL5uieaKs4Xb7LWUEmlTUuu8rjXKuRlmhlBGWLIwSYwV2NQ4Gbc95uJBSeefLYUr+FhnvqSOBVAIpJJgE3Jau9eUqTa1crnsIpP0C5G9XplFsWGRQiHdlhJh3RJZS4lUkiSM0cqhnoWCcuy5iClNV5i+9zz7h4b2i5fJycSx575C+5rDTsp+p8+1g5TDJKGFpWNhNTZ0UggyHDPFddkuYg5EFtrRF5acESiVOUNaixEZ2SIkRSWcstUKpEjBShpKUvQ1aTjiZKNIveAxspK7p8usbuzRlZL7FhpcvtUiX62w3RlSawSckGPaQpOqHHEqyfkevShiPB4xWa8wPGzx+Acf46nPPsM3f8tb+b//5FXm52uMU5/HyhEsTiCSHNX5BXRvh9UbB+Q9yyBKmCmVWTvYZaZWo5/ExMMQrSXNvRYz05MM+yMaBY/qfJn16xss3nsvLz5/nUrepxfBVEUxOVWi10ppNCRX1prIapm89CgFKZ6VTMzW6PVGLEzmQOTY2tijMTPBratXWd8bsjhRY2wEeTukExpyOmBlqc4rN3apFyuU5Zj7v/4Bnn/yKr3DPh/81vt55tUdtq/vMB4Y5holoijirkeWuXF5h+vbA955rsizqx0CI/nVGz1e+yp+3F8Thfv0ZMn+yb/8Tvb22lTqFcLQ4uUKFOtF8pUKvf0DGvVZknoNzyR0D3ao5nMctNv0xymTUw1yEkrTC2ytrxJ1DpiaaGBszBhFPl9g+8Vn8ZVPrlpne2efhz/yLRgS+nt7NJaXGIeSYaeDDhTCxFQmF+j3Bu7DHI0JBy08z6fQmKd3uIP287TWr3L60XfSOTxk+7WXUUlMbmYOK6AYpLSOQgqFAB1HqKllgtyYzn5IaWmBqNOiWPS4/OzTHK1ts765yxdf2KE5ChkYxeE4AQxjJbCJQHkeSRgSJi7h5ThkwaXHuOIUC5dMkuA8PFLuxKG55eWdBZ7MCqEzZnVLRYVFGIWVzmRIGfCsYdnXnA986jKlXCwgtSZf0kxNBrR22hwcDehFllQEjMKY2ska875lc29Aq5cQGUNqLZ5wZwNCOPwvNg7d87UhLzQlpchl+B/SEkjt3Apx6jWX2EOG6qV4yidJU/y8xUTZMi8bghzPsY9JciElxqZ/UW2ZpCA9hyUKUFlRd3yFwVPZOEG6IAJHxkiwqVs0Kum8tY3ACIfm2cSifJBCY4wh0JooDvGtBA2e8jgmWaSfUjtR5cQ77sP60/QGPm/8/h9SEjFSaSKTYJXGCsFWa8ThKGG1k7ITJYQIesB65My+jAQvhUhl3u3GkkrIG0mEIbLgS/f3tzhLWmWPo+Ik6hh51AohLX7q3gO+sTR8DzEOOTNT4dxijc3DDhdPTbK6uoWoVqmgeWGzRWItp0o52oHgnRdP8oWXXuZdjz7AKLYMuiG7h11K1QLJKOG9983zzLUNeu0uD7/vLbT2j4hCw/a1Ld51V4V3ff/3ceu1DbauvwihYDAcURWSfjyg7kk2mj1S5eFhWTx5lv7uLrutIyoFj17fMFMKsMUct65tcv7CLANR4/kXr1DMKWoBnLtrmZEM2N5tMiETbvYHnLl4jt72AUWdUiiXaHdjTswW2dg5RCuPmmdJTMTOkaUQeAxGfcoFwyAtUUxTfJFwefuIqdkGhztNPvKh+/j0F7cITMwHHr+bLz59g1HYJjIe2hjy/v/L3pvGSpqd932/c8671V73Vt393t73ZXr2IYdDkSZFxRYlJbaVD3ECxUGMOECQBAgMxJ8S5EuQBNlsQwkiZ1OsLJajxYwUWaRFmiOSQ3PWnunpmd5v332tfXm3c04+nLdn/IFMbAQCR4N50ECjqvo23lNV97zP+T//RfHC03O8cXfMxuEx50sV0rqkc5xytmn4K//wkI2fYOv6idi4r56Ys3/73/pzhMowTiSVSBI0WxDWMPEhp6/coDeMMfEIMelSn19he/+ApNdjZmGBubUTbD3eJQoD+jvrrK7OM8g0SlUYHe8h0hGNWsRoIhh2dohmTrN44QLptEf70ot0Nz9wtp8qIAg9wsoso1EHkEihGGyt01qdZzIcueQUCyYdEdVmefUbv0trpsnyyXlu3drjyuUlVKmG54eMe9tU58+STw8Y9xRLT98gG/RRlRI2SXm8/oiGFGxvPuRgY5vO3oB37qzz3l7MJDNo4WhsmowSHjvTzCkRiwR4VfhJOEcRTckXJOnHntcACD7CxOFj97y82LCNddQ7aR3DIxduAKgKtaYQzvHPs4JZz+OiMqyFIZ4wzFarSF/TnG9SnYVpr0uYlXn3XpfU5mRWElUiLp2fRYmco60jRiNLd+Q8w8kMvi9ohh5BYWKEKLyviyQeFzqgC9aJdDzrQkUpC5l6Lg3KOrzeCg8KkiDC2dKawv/FirwYWBaURKkwJi/WLj46ASicSZRSBaTjuQ3Os4LQPYnERb89CTJ+MisQFPi4zZ1fiBT4QUgcj/D9jNUbiyxcPkn59HUGWZM7v/Vd0o37lCrg+RGT4ZDcC8hyy9Ew4TDOORin7IwNU+BYOkhr8kRl6gYdDsu3oKQktU7IFBTfg9iCkh62uEE5Dxb32RsBpUAwyQQlLCiY8QRK+eR5QjuMGMcxXzzZ4MJaje+8vcPlc2v44z5vd1NmyhGPOkPKQlGLLFEo+PNfeI7/5ps/4Fd+4XN0dg44ff4cv/EPXuPM0ixGa06vLfHGuw85fbbJ1Weuc/feJlHkc/jeByyebbJ24gr1aEqcVpA6Z3B4TKd7xMm5BVQk2T8a0qx43N7Y59LZM+wedUmnGt+z6OmE5ZkmAyOYkTEilLx7v8fCfJP6Yo15IXjQHWJiy3A6pNyeJ8wSTixW6ZqYRmWJyWhA2F4g39khEzn5ZMTq2ioP799DywqtlXn2Huxy7eIqW709jh6PWCwL9jJBb5CzHAqu3ljjzfuHbG8c8aXri9zbHjgf7nIFYSCzKS9eWeTd3YSH68f4NucLzy7z6ls7PLfUIDw5z1/6737Izjj75G7c5xYb9nf/w1+hf7SPiRPUzDyVSoTyFKdfeIajrWMevn6Lc5fbbGzuUZ2Zo700z/F+n7Xza9x6/SazjYDu44dcfeWrxNLw6PYGC/M16hXoH3WJrU8Q+jRqEUFtFq9UI2gssPX29ynXG4igQmNhkVyUSCYDfCkwNiY/2idYPkfc20do51Xtl2uMeh2ESShFEYdbOyyuLvCjP/oeT33+WTpHXXSes3LlKkm/Ayokmm2QpYaoUqJ31CMdj6iWI27f26Ozs81iKeP7r91FGc2Hjw4YxBlTLP1xznGWkBtFTs44cQk1sXGUOqULXq6LhUEbUbAWHHfb2id7oCg2to8dvyQFNe9JBy5gjCUQDgvXOM8OZRytkGIwWhGSkjRc8BTLgaIaKp668fMks0uUgn3Yu8Xhxi7DcUaWZUxjyKVilCS0F5p89S98kTLHvPLv/3VyE6CaCyTf+Q22vvc93vjDdznYGKGF8/sQKkAVa9GFeCfVFq8IbHAW/55jmhSnDPfH0fqM1RhdvD8KrP5YEOTsVm3hiVI44QlHTfTEkzR0J9P3ZXF2KQQ+QuBsYYUlUNKxM5TzJjHkVGdCKqtlavNznHjleZg9Se9AcOcP/pjJxhayf4SSGcLzSIxG55JM5wymOT2j2OpP2ZoaptqSSdg3sJ3mxJ7AaGeEZRFox7TECAiNE1xJBCWpXNiF+dgO1ykjQRqJUW6Y7UI8QPmCNDcs+pJMKmKbs+opTJ7x0ukGF5fq/N8397m80GBr5xhbr2DTnG5mQEsurdUZZzFzfpmHvUN+7qvPISdTbt47ICfhuZefo797zMVWnTfv3WH5+lP0Djsk04R6o0V/c4+L52vIsk97+TznXv46+/feZf/mW/SPNmjPLuH7U7Z3e1RLFbwwIDeGh+u7nJuvkomA486QRikACSU0nWlKMs1ZWZvn6LjHS19+hrffuk+gJLt7e9h6mSCqc6Jiebx1zPzlVU5f/jIH7/2Q8cEWXjnCmAA/UHQOxgiVMjMzy972Ns+8cIEPbx4wnh6zUCkxBrpjSzSYcOmLJ9jaHHJ4MGXJSzD1GnE/5q31DrVSmZmy4UIrQp5a5gffuc+Nk00WFiO+eXOP8/WAM+eW+c0f7fC/3dpnd/IJ3rgvLtXt//TX/gJVZTie5Pgq5Nrnn0fU2hw+eJ/R1gPmTl1iZ2ud2swsJs0Y9bqcfe5lNu7cB5tSCQNWLl3kcK/L0cYdTFhhea7FaDwgCENqrSWkzCG3RLPzTEYxJkvxoxA96NG4fJ3h4b7bBJUPaYrUY0xYI532yEdDssGERssnMSVGh9uU6hWCqM500KFRabD54C7V9gJ5MsIrLVFq1VBWEzVbeJUq6SRl0tlCRopyUOb2t3+byuIlfKUZDTu8/t2bxKlkca7Kw8dbbG0OedTN6UxjfOWzP03xbE634PXlRcivp54YAbn30xbttinQa2cgZD/uDoXDuKMisksWMEuq3C+/Fs51ThdfGSEE0jj+tJYWayWeoIhhEywEcNqTLCqPQHmEpYCGSjGppDxbouQLTJowGkyZaEOeKKTUIAJM5lNd+QKf/1f+Jb701/4SeedDVDlBDB5j7v2Qwd0H7L57i73b++xvDclyjdASLQWhVyLRuUPljYONcqMJfY9pkoEtfLilU2TmuXbwBhYrVSGVdxxaqSxY5dz5hJP0CyxWaUIbID1H51NK4Ac+WqeIQDE7F4A1zJ6ZZ/7aWSqnT2GCeeKJR3e/x9b332d69wEiOUAoQZ5oDBlaexglOR5NGeWGvQmME8NxkjJEMAV2jeEoV8RoPCVIC/MvhfpIgWqFY9V4xef1JNDBYDDiiQuMczp0HyYf8fx9axEoPA/G2jAXQEaAyDIutaocjsY8s9amhmFjlLPTHXByqcmt7S5l32cmUGR5RrsiOTc/y06sSWTM566eZzYU7Dzew1teoCwtcZZxZr7NN3/wJpeeu8Jaqcx+lvDg/W0uNyVjX3Ly1AmWnv48d+4+ZCU5YJxbVKkBR3skcoo0Icp49MZHtNptHt3fYnGpxd7xMQvtFqrS4vDBA84sznJ/p8tc1WeCjybj5MlVdvYPGQ6GCBRDT9BJfb4wX+UgTziIc85UfSrlGv1Rl3rVZ2Q9vFS7m2JYQ+WGQeeIEwsVOrHmww93uHxqlr1YsL0zYiHQvPiVG9x/8x5ZoPDTmKlUyEnGw8Mx8zNNPJsxU/Y4+co5/uA336FeLvPiM8u8sXWI3B1w4XSV7Vjw3Zv7/MFOzObwx0Ml3p/ERvzPWhZFNp7Q9z1q5YhGc56JCYi0YfuDx5y9tMRbP3iN88+9QKlcYdjrcfr6CvF0QBpPCZVg5ZmnmSYJw+NNrFelGbnQ1FqrjSAnmab4KqVUC/EqM4y33yeq1SGbUGq30bbC3sY2C0ttRCCZ7K5TO3GZLB5ic+OUlPUKVlRRxLTnFugPBngBIDxSYRF+iM5zsnHC4fYHnJt5AS0idja2qDZnCaIyWWap1xfIpOXcC19g58ER/vIC8+02NyZjdreGRPU6ayZjMs3YGwxQ0mOSayqeBLyPMG0pXYK4EHwcdYYLCXiCblvccPDJgFpKR7QOxZMbtjOnyqXA144r7bDPf/IDKv5tIb12o8aP4Yq9XNDNDeeDnEae0conpMqjFvjERyOqUYgsKWqzdUpxShqkpKkLQAiiFG/wHW7/2hu8/T//GqsvX+LZX/olopqkWvsc9a9/geaX9rlweJ/4wSOSQY/D+zscPzzi4EGHNM/cgNFYPOWBMihPEVqJIEMJH2stSa6xgUeAG2xiQAQeSmiMlUjP4uEReI77HXku4NgLJaQaq1LCIAClmV1SlNvz1E/P07p0GRVEEDWJ7Qz7hyMevfY26f272OkY9AjSjNxabC5JtbM2iFPDWMccxYKdUc4g1+RGMRaCvpBsJzl9A7kySCS5cSwRJx51w+iEDGNd903h3e1RKGYL+b9nP+7KRfHblhUnKmkEwrfk2tKQkFun3GyXJbujCacj2NzeZ64ZstHLubw4x2tb+5SiCAykQrDWqnOy6fP+8ZRRPObl585R8SwVqfAaNWp6Sml2kZdbFf7m//Ft/szPf450r8cHgx0itci1VpmynzHSGYmCD967w/0PHlE5EeJ5Hp3NbU4vV9namZDplNZsSCmJ2N3do1Qq0xkNGWUBM3FGmuxiPcXtzXWIA4LVWR4+POTUapkPPnzANNOsLjb58LBDc/4Erd0uY6M56I3wghqVeoXxWHNioUU/zfGTnMGgj1euMBp0qJUhyzIGQcTezjGnTi6QK8vuThdlcq6cW+DdW+vO4TPRXDnVYmP7iOMkpVmJECZGhYrmbMjNd/eJQsXajGR9MGLjXofLczXqrRoP1yfM1ppYu/cT98xPSMfdsH/jX/0Sc4tzrJ5Yxc4uM9jf5vD+bS5//ku8+vd/n6ufe5Gj40OqlRJrFy7w+NEu737/VS6cOsFzf/6X+cP/9TcJSgFeNmauapgOc0596RewNkVYjcljqvNnkFHAYPsh6XRCpVLBjypQqTPaW6dca2O0wVM5IqiRGlB5yvqtW5y9foHhoIuYGsKqjxYe8XiEzXOSeEpr9RR6dMzRzhbLy4u89o0/5MYv/2WyaY/GymmEhZ2Hd5hbWUUGgUu1SUYob0I+tfTHBj/vcff1HyLUDBmG4507vPnmNg/2p5BpeqlmK87RQpLbHP0kFNICFPFnFnTuHj9hezoc3LEKXDftIrYMrnu2oujWrFMX6gI7fmJM6H3sy0r+ZAAqnCFRLp5EhylSYVAW0Ib5kmBNeCx4OLMlmVNSTvoe+D6Vske9CERWxv1cPM3wfYmQEPoR6TTFek38pSWWL56jsTaLKldZvXSO2kITv+khxRilhxBnmMkReTIlO94j3u3S39mDbEKmA3ScEscp6SQG7fylle9TqpV4osAMqiXCkodfKhGW6pQWZghnm8hyE1GuY1NLlgnGXUN/f0Tv/jqdu3fJuj3MpE/FN2hrSLMi3k04DnWSWYa5ZhhreolllGv6mWGiFROTMzawbywTYxlbSyokvnGWB0+kS+CgnMBYUgHCStd9G+kCEqxzL0Q4ZnZmBVaJwmekEC0JS8YT10NBKCxJDqEHuTXMKB8/8PByzQtn2ty9t8OXn1/gW+91iQKP2ApG2pJnGe3Ip9UoofOEWGdcOjfL0tpJZtKUvDuiGxhmPZ/Zms/qiVP8L994jaefO4k3maLrJZLNDgv1EtVKwJs7Pa5fv4BXKaOOj4kiTWVxhXiYU5aand1d4m6fKAwxSoLxyNWEziBhtlnBlltMen3C4RAZSo6PxrSXGqxvDpj1czoejPqAgsX5CrK1ghePqfkZuTas78d87qmT9LYPaLQDdg8TBx+JlLC9SKgN6XhIMh2zduksna19wlCxczSle3TEwWjCC9dPkgcNRrvHMOxzcm2GDw4TlDUwHtFebDJNfM7NSLZDn8MHfUrZlEtX2rx+u8tcLWStKdjH4/aHHRCCX33v+JMNlVxYatpf/7f/Oc4//wJH/TEm1TDtEFbKPL7/mFMXL/DBmze59MyzHHd6RPUavZ0tZmYbnHzmJX73V3+VM5dO4UeS1dk6jx/vc+5nvk4y7BCICWmsiGZm8EsVBge7ZNMxK5cvucHjMGHaPcSvVvGVIKwukaQj4uM9/MBnMuoyf+oiBxt38fKUw81t1s5eJSdlPB5ztLNPc36FWi2CLOGDH73HUz//Z9m7+UcMJyFPfelnyYBs2iU52uBgWOHESp1cKurzq8gwJJ0c4sky9967yfLKKnvrt5h2xgyPOxzubLD9+JAP1rvcHRhno5ppwOM4ywuKmsEzHqnKcR23wy5NBrZQGJonpkoF3imtIfakk2pbDweefEwcFdblX3rWbdZPvLRzWbARCpFLYAQp1glfhHVH+AJ7NYVisS4lDWmYk4olz6MsoSQgDHwEGaF0oQP1ckjVx3GOcyf1NsZxvJUR+EphhMAPApSAJNZ4vs/QSDwbQK1KZX6OmdMr1OZnqbYbBIHAC0KUlKiSRKea6XBCpVwBZRHKQycp6SQniycMOwfYaY4Yjeju7JOPDTLvEokYm2tsBsLGeJ5Pmlkyk5LnbrBrtWWawyBNSbQgNjlH05RuKokN5NZhx1MMEws9LegZQYITF/kFYq8KtSfSI7O5449bd35KhMsCTYwulLKysBMQT1iOYN2NWBXqS6zzSfexJBZ8PGqeIDWGSiCJs4yKlVRDH+Upnl4okycZneEQpIcnfEZZzFYqqZY8NIpGIKiamFalSnkp4mS1xI0bF9i5t0lsDTMlH7IxDw4TJmnK3IlFTs9UWB8O8bsZS6fblP2Ib712k1eunWXkK569fobaqfNs3LtPfzhlToU8uvM+pajEeDqgIgP2umNWVmd5tDukORPg6ZDJJMbPY8D50auwxHAwYrZWZqMzgFQTNhaJ02NkFPD1r/8Cr37nD6lOc1pLDYzOWN+bsrzSYNwbEEnox4J6IyIIJeVAoSlx+XSb2++sI8yETRlQ6iekeYw2gseDMV/+0rP0PrxPOD/HxsYxVlvi0QhPx1glefbqHB1RZffuAZEnuHS6yv/1wy5PzQvW2hWCs7O89uom2npIo/lPXt9ha/zjo8s+EVCJ8hQXf+ZrbNz9kLuvv8XVpy5xPE6Za85z4qln+P3//u/wS7/yy6xv7HKwu0WlWmau1aB96Sn+zn/xX3P5xhnOnlwkT4+598FDmkvnOH54j+UrlzDDPWrLCySZRzqdUJurUW5coL9/yGS4jx/UqNYqaAt+qc7g8C42SajPL6ER1E5e5o3f+3tcunYWqcoE+8f4lRIGSUXGmFaZkm8RoUepFnLpxYsk4yNOP/d5bFBnMp5CljGa9JhbO8/41tsMpxGN+SX89hrH99+lvnSC3sZNrv7Ff5Hsw7cZdjTzy3NIOaHSeooPH/wxwvc5PQsizzkcwuY0ZUYCuWWiJUhdIBpFjyYAZbDWhaEJJJ5vAYPRgqkURNrxKxSGvPBjljiYJBSOj6yLjlp89F9aMtwAVFpIhbN4kk+GnLgN3whLaFyslwYONBxqeIDG5oamgGaSUxXQUJqSEHTihAAfzwdtciIl8YVHrawoKdBK40lFpmPHX1cgbErTk1g7xI67mEcb9DfepY8LRdDGuQhKz/mneL4qQCQHKeV5hi988oLRAkXSfC7Bdzcioywjq1C+TzxNyUVOlrvc0HGaE+eWJBN005yRhjQHbQWZhYmwZNYysJYuhgSB1pBrQBikVOS4RPe8wKINjt5nhKZiXWq8KuT7UlisMYTCMYq8Qk2rC8jLFp+fKQavComRDjIJpFOaegZSa2kUp69IOftcbMbluYhH3SF5DGuRk7/HEo61RxRaplqzWPf53JU1dva6LKzNEnW6tCqWvY0e3VRzbrHM3nHMw+1D1pZWEMRUM8NeHMOxYaEV8NYHOyTTlKeuXsWIlFatQvvyc4jaHLUe5PEH7B8cE3ke4+mQxbkV7m7uIac5x+Mh7YU23b1jKkHCbLmCTi37vQHEAikHXH7mAm//6AHlUpmZBcV+95Cq73Nyucw3f/N/55mXrlHRMY+2e+hUc2ZphgTNfMkjCSyNwKesBNYkpMcZN15Y4o033sezhulsC+4fo3xLe2aGd+9tshcLdNjm4eg+K2GKqJXJD49QQQmTa155epF/+OYBjWCACktcXvb5/fcPWPQV507WqZ1a4g+//QByTeAJjkYTlxn6+U5l5wAAHiJJREFUE+oT0XHfOH/C/upf/SI7N9/mmZ/7ObRfRwhLf+MB016HC5/7Ge59eJuSZ0mPR6xcvcQgs+zcv0egQhZOzFMtlTChh7ApjfYp9w1WimGiEdLgJZpSs0GpucKd179LpdGgUo/IBhP8UoRXbpBMJ4SlEn5YRqJJDHQe3ma23cIEdQadAxr1GdJ0igrL5MmUuD+iVK9TqvhIX3F0/0PCuZNUGjW6O+vUhGWgQzob91lcO8lkMmLY6XHxlV9kkvSozM7gV5vEwxHdB6+zeu4kf/w736BVraLmz3Hr1W/R7w2pNqoMD3d5cLfH+/sTcuMxzjJiLNPUkkhNbkF6itwYJ7LJXCeopCUSCi01qbFkqcD3wOaOLWK1REqNsZAJRykT2hbUQTfYQ3xMJTTC0d8S6bjZFJtUyUIszEfGS54t8Pfi530MUgmMEZhcO0GQoFArWpoioGJymh5ECErKEgqBLzw8DEbkYKCkQnxpsFJSlobAByU8QBJ6OZ4nCXBUPJTB5E6mLgKBsgpPatL846DiNLPgZdhcYq1ESUliNGmumaSGVBtSDbEWJDbHAIkVJEaijXYBysJ1yWNr6SMZG8vUaGLjxCxuNuBuahanaIyQZBikUKTWdcRGukFwaqEkHCcdZJHT6U5NuXIzC1EMKDVOPJMV6kgh3LC5rAVWCiwGLSS+toShJU8ljQASYQm0pGYNQehzajaELOdwarjQrtPpdRlkhsQLGRnFxGYsz1QJybh2+RJR3qMCnD0zT5padra3mK/W2OlMMFKyOq/QwQyVsqAbW6q9lMZiiW+//j6txgzVaoSfKV75+kv8zm//HudffIWrKws0V5u8+o3vMF8LSZIJlajE/t6AMFQMPcvhTp9TVZ+9Ucxi1ccEJSBk0j+g1Kwy1wh57W6PRWKuPXWe2/d3mZmbwzLi8daYS3MB0Wydo2kIvS1mzyyx+7jPmVWf1GuyvblPxcIUjRnkLF49S39jj/mVMvOn5vmDv/86zbDKbE3x4U6XZqtCqMoMtvfoEdAZZyw2q+RSUCbjqy8s870PDrA2Rachzy5X+PbjQ5aMz5WTNQ58wZ3bR2S5piYlYU3S7ef8rVs9Nn7CcPITsXFfOTFn/7NfOsPq9ZeQ1QajrT12H92lvdqkVJ9j0JtCmrCy2iJaWWU0SMmnfaSV7B0d8fLX/hwPP7hNc7ZNfaaOH1QIZ1ocPH6AMhPyLKNca6GCMrt33qPebhNVIjAWKyxZpgjqDTzfI0sTSrUGhxsPEdMx5WaLTGiMkMyWLbffWKe1FFEqN1GeZNzpMbu6RjoeUm42GPUO0UbgqRAZVokHfSa7t0hsGTvp45XKDHsZOztHfOVf+6uIoMz0+AAlRwR+jeHxHjNzFW6++kdU6nPs3rtHGjSolgMG+ztsPlxnZ6PDe4+79LWHMYKRNWTakBXc59grAg+A3BgiKciAJHfp52EgSBNnqpoh8KwhKwQ5gYC8SJ7xn7ghCRcN9oSNIJ9AJZ7EWoMyRbdYwCkU8Ve5Q2wKlaIboKrC/xorUJ4kyzIXCGydEtFaiHxJnLkUdoEmVNBQHnUMAZKq0JSkM+eR5AQK550uncDeN4VNq3OKxRq3sXruYAKqYMBbyAtM31qLxhAYiZCS1DhVpsY6gUvhGWutR4xhhGVgNImRJMAI3PeJwsO6MNPKhCYwDl/KjFONuuxOdwqaFvS9oIBJAgRjaQiKk1ImLJF2XPrIU2TGMYR8nvh5S7CQCie4eQJthbpgDAlBLgVSW4Q0BB6ESuFpy0BLLtZ9+nHMhYU6FSM5HMW8dGqG9eOM7aMjBlLhBxU32/AEM40SyXjA9XOr1CPJ2XaTzv4xqtUgyIbcenTA9csr2Cwn92ucPbXKe5uPODEBY8bc2h2wuLLCKMtIOhNiOeBn/+V/g+0P32Gu32GsIDaGKKrRqgrKvse7jw7I45RSpcRwklM2U0aDMSdWZxmNNTLPGE4z2u0GQhh2u1PqKmOjO6HiVag1AkJPkvpl2nLK4/GUelDi+S+8xOMH99he3+VEq8beyDDNY+pejt9skQ4mLCzW6HT7lDC8+MVL/M7v3mZAztVGiW+9v8fSfJVmKSCIU6a5ZpJaqrWQaqSYxJpnzzV5dSNBdPtgMm6cXebb61u0ZYMLTc33H+3TqrcwJiOPU86uLXD7wS4yqvJfvbnD7jT/sRv3J8KrRKcp7eWzTJOM47091h/c5fT5VRYWliHw8JVlftandf4S+1uHbN9/hFVlsiSm2ZhnOJlSbYYEZY8szZFRmeHRPsPuiPFojJ5OUAYOH9xhZmWJaquK8jyQHiIqE5ZLWCGYHh3j+SXG/RH5eExzYR4blVCUCKMSceZx+vIqzeUzyGqT/tEezcU5jIEsN2RIjPGJpxaEcvRDAe1rLzHXaBJVIhrLp1g6WeHzX7uBH5WRQtPrbGBUDVmOqC60UbPLPP2zP8/gYJ8rL97Amx7Q3dpmYiULK0ucPbvKbKXkfmkVGK0JlCSQ1kUTFGZTVho86Y7YFgFGEIUSnblcwrSAO3IpC6aBJKZQG9pCaERh1mQd3VCYYqgp3NDSWOfU5zpzJ+gQULjlPTGGMm6DV0VCu1QIaaDIY4QnyewWISHLdIHFazwpiDXsJDn3E8MHqea9VPBulvKh1mzkgs1cspd59DLBKDd0tGakYZQJJhqmFtcx54KpsAxyw0DD2CgmVjBKYZJLxrmkbwRHxnBoJEdasmsM+8ayYSyPjOR2pnkvzXmcGTZzwZE29K3bjJ94CAjrUn0yCrk9btALuM1dOiTGKTohwN1QpbHEwnXoBksiXJBDKi25Elhd3BiKQfMTz3OEcDa0xWNpcIMICqqoLcRFVuAjsFqDVLQDj1GScKleYf9oxMDm1PHY7Q2xxDx1bomx9DFG0yyHJGlKbARZbomymOXZiGE6YnF1Btvdo9pocv2Fp7hw8ixjI4jIuXd4CCNFY0ZRa7VpLc4wSEf0jmLGuWVheYGjnT32bm4yTY4YD3vUtaWsMqb9mK2tA0bG48ONfR48PuT8Qg3rVziz0CKZ5sTDAbFUBKWQStmjM0wY9scsrC6w1K4x2/SZrfoMJhNIErIoZNLNSaYJw8Eedx7uEUmLqERMk4TxNGdueZVkBEutKoOpJlB1Kr5hZxRSrobMmQkPB1Na7QaTLOdUs4zyBd3YUA3BKkmufOY8j2i5yWi3y1ALnjq9jFcWHG1Pma94LJxqUanMEPoBNrU0q2V2O30Wmg2s8J2B2U+oTwbGHYaI1jzx8RFJd5dXvvYcw8xje30btGa5VSFaPsHGnXdRWcB8a4Y6KXJ5jfL8Ismwg2d9OptbrL3482RJl82777F89jI27hDVmmT4lNpNKq0FpscdtO9j0ajUIEyKyFL8Rp2DB+8grKK1uEyS+0COkBrrV6jU6jy+d8hyexHbeUylPkvu1RkcHjC3chKrfLxoip+mqHINKXK0GSFsjXBpltbqCTzPR/sXCMtVjBB88Pp3UN0t6pUKsnKSaQqiN8KUZnnqn//X+cGv/5eYxfM8f+oUj25+j72DKc12lWsX5klu7aKFT4RlaCzS97FJjrDOYzRUIYMsZYpCeeArF4mWG43BogpGiWclgRUkSmMQ+NYipUVa+ZHHCU9gE+G2DSEURmf4UrnEGCuxGOf2JyDRFqxH4BtskQCvECB9jMk+TsSxAquL74ESmFQilPkIl860U046cp8LiYgFjDMQOQV7w4UgaGOQRZcshEXIwlTbFtx2UZhLFdh/bnP3nlgBWpCZj25x5Ci00E7oY51VrCgSfhRORh4iSaW7BmUgVZaSFihPgXZsmURKx4fPIbCWWEq01URWEgtLTbj/y0hFbi0UxllGQqQFqXBvjmcFKYB58rq7Uk8o4kLOK63Ax+J5HonO8YQkyQ01XxHnlpIS5NpQlgJlLIFKuNBuMh4NiEoKbxqzMBtBWCZVJV7fOaDkw0o54q2DQ546vcxsPOXkSolWu4pQhkBL9ndGTLDE0wlXZYnvf/iYGenhzZQ5eTwkqKdgSty6f5df/Df/Mv/D3/gGu4M9zp5fI1dN3v3e63xuJWW3nzE3X3VMpixmMLX86N1NNBlfePkGbeWzfbjPjAzoxgOSfsIwKDFjNCvLM+z3JwzHMV/78g1e/cFbNOo1Vk+3eOfWEaVySBYoeqlhZjbk2rUzvP/+Y17+8kscrz9knHs0RcKla8vs7vQ42fR4MJgQBCGfu7TMsZ7l/R/dheGY2Gvy8LDHySjiytIsufXZSxRmGmNrNdKBpWVzTjw7x+/8/l3m5hqcrQk6gebb37rHpeU5rp4q8ebWlJqEPJ2A1gzGGiVgN86IZiqE4U/euD8RHTdC0D84QOcpC6evczD2+OCNm0zGPZZm6kSLJzg8GGInPpUAZpoK6wuC+gxJ7wCdGA7v3mXpyktsvPNHfO/v/joyFkgzQYdVponFxlPq88sMtx7j+xo9nqAnk2KsBl6jxfHDW6ydv8Ds2goiqiKkoDK/RKnZZnQ04Xj/kBPXLjE83MRIzWg4oTrXYv7CFbQ16HiEVB6YxGXIaWivXSGcWUGUlwjry0xzKLVXsXHMw5vfJcxGlBfOU66V0NkU6ZWQ1XlsnCJJeelrL3J5oczNf/BbJLFPKVSUG21mmmXOrNRZaoTMlHwiYSmrnFJJUfEVDV+T6Iw0MHi+M55Svos8k0IQBS4Ky5Ngi64OK6hJ647zKNfNU8jgC1aKJ1zCuLMtfWLu7bpux3wWuARHxzIx2qK1u1EYZcl1iq8ESgjSRDgcHovynIjGKAvKIzOWPLPk1omIvAKqscaABiGV4zRLwdRCYgvpf3GwNEJirCQvPM4tgtCThL5yHb9wJ4gsdz9nC+ZM5CsyVXSw0hJbQWCfxJlJQqHQuIi4TDo+NFCE7Lp1KywJlrF0MAzFdU2LdUe4gWRNCDIjMRJyq51aE/FkrowuAhjcehxOL6XEVx4KhZWCKflHQ0hfSDIEWe7GxVoaqpFHkmuUNEgpqISSslRE0nK9VUUbGOSC2TylVA6olyw/fHzI3kGXOE+5WK3y+PiYqxdP4HV6XL9SZ/XSEqW6BzJi0I+5c7DH3MICzyyu8Xany7zWtE4tMj9JSE0Hz/f5rXe2OfPyi/Q5yeF4yPPPX6FebXBw5wEvn4XDnma+1cRMRkibY6MyRwdjZhdmuXH1Am0v5eB4QGQg8mMCobAhtLyEViPgaL+DSHO+9tVrvHnzHmtnFtk7jrm9OWL9oIueXcYPFFKEeOU6793tIqcwHXcYjnLSbgfVnOXO+8fMVz0e91JsmvPcUxe4eWeTzTv7yCSh0qry3tY2i6UKT11qMNJ93tzaI51CWGuiTcTnrze4/PnT/N6rR4gs5URJcaBCHr5zwNm5Nl+6UePuRJDv9dDWkk8FtVLIyuosaa5QUcSs9D5qaH5cfSI27ngSI+IptXqVKSm9zbucPnuCp569Qd6o0R+NSbMMITLOvPwy4YmzJKrGpH9Mf3uLmbrm4s/9CySjQ8o+nDoxz7lnrpOJAJ0YtDaY3JAMOhgVMI5BhT5+5GTwufI5vP8OJ559hWkOfrnJweZjSq1F/Pos9995m4W1FYQX0d+6zcypU/hBRCnwOdg8pL+962hp/a7zZC5VEeUKIssx0iOdJOS5Zdg/pNJYRE96TMddzp47B/kEb7rNYH8f4fmEtQo6zYgzzeH2HmrpeartEi//xV+ktTBDNRJMjnfxPcWJ02ssL9ZoV0KWG1VmwhCFZiaUhIHb5GtWUZduuCWN57ZVBUY7sYWnBEpofAslJV2iDJLAE0UgQhE8DEQBeL4oNjqBEgbPK5z7iiGmKeTmUrijvDEgpYeSFowkCArGhTb4voctBDF5TiEyMWQ6wwg3UFO4jjItbigO8TEI61SPsbEExYlBCD4KcBC4dJtcSDIkWrmBYWotgbWUlSIKwPcl0jNPAueZGF2QS9ywNhIwBUrFySLFuKAG61wNc4r0Eu2UiAZLrEEJiUSijXMzFAiMNRhrHV4tJLG2aJsT6ye2Vg6CCnHrcc6G7gQQFBa+npTkWrsTkCkMsayLGhNGULKCUgBaOqpfagw1T9DwJEYZmkhqvuF03UNIw2g8YSWwBLNNWmHID3YzTFDmYDrl6vI8PR1z5vJZ4kebfPXzJzlz7Xn29gcsLq3QH07R0vLKi9cYjUe8t34PMe5QPrtAe9DjeHBEszHD93Y0g4nCxjl/6z/9j3n281fpH03oP9rj+TNltg9zavUypLCytsQog/X7u0w89/09Oa+49WCfBpI4HrN31KM/TpibrbN0YoFOf4JJNecvn+YHbzyiFsF4bCDy2N444PlLK4jOHlVjCX3N5mafUjagVjXceeMe9UpAZabMZDzh8tkyW4MEKQMurczy/u1NxsMp8XCEiiR39zo8e/Ecz59t0oslW/2AmhdQi3JmGh7PnK6z55X55htbeHGPp0/P4p+c4dHdQ07O13j5aouD2iKHdzuocok0hagiCUohd9e7rI97lCuKkpc5ZtBPqE/Exu17gkqrjfFLTDt9FtsrzK6dYfdogNaS3uY6s/mQ+YtXeXT7HsePHiJUwOCoy+Lp83SSCsebdxkdbuJrxeKVZ+gPx+jxmMCLIJuSTHqkxiOZjMl1hucHRPU2094h0+1taq1lDnf22Lr5Dsfrjzj53FeRnuY7/+1/zoVnnubB69/C9HeotFY5fviQcmOOhw93GXX38GuzvP3aa4Bgqj1ynRGEbcJGizxxAbdeuUy1dQ5ZilCVOWpLFzGVFu2FRQ4GZZrnnsGIMsYofDMhtCNmFuYYdYdUzn+FJKhjVUpzcZULP/MVgkaJalk5gcNyhXZZcKbt8eypNpkfEFQqWO0M/6UFz7p0GolLIjfkzrBfGbwAyqEDSbMEEJClGqxGCO0GmqFFG0WWukDEwLMYKd3GIsCXLmdS4uF7EulBPYBmJAlCZ3Hq+YY8d4S1MHIQiOe5DV4Kl+LuoHSBtgItDKlwsIKwLvjBCtddgyUxBs8Cwn3FrbAg3QbomC8GYTRVadDGMl+OMLlmqiwjkTFTq1FQyPE9gycMoVH4VuIbQRnIkUTAAM2k+EVKcd1xXgyAQ+vSd6xwnfUT2YzBUKaINzMW3zq5vW8gtobUE2RSoKTECEsqBMoKUmHJhLMY8KzzylbFySYxuXsNgZQukCKUFpPlGGHA8+lmMKt8phNNXSqa5RKJhmUryYWhWa1wbm6G4cip+/YnhoaAHx1N2UnBx/KVc6u8/XCHRHkM7q7zi8/M8eLXv0rn0TZLDZ8fvHWb+7t95hozvPXeHZpzC8xEAYuXLyMeHTCZJuQTyb/3G+/x+//4LpXI8ve++R5ffPkGye6QGw3BhTMeuxNNqRxiEATlCu+8vQnDhLmFGYJ0yGpbc2/9kEapzNHgGJ0YpqpGSWlkSfDgYY+lesjTrzzNG28+xJ9MqDdqrD/uslgpsVhVVCPJmXaV48GQ7Y0ev/jySRbny/h+lay/R14qcbzfoTm/wJ3tIbk1XDzVYPso5mjjIWmSkZUq3NoZsLy4xLVTdY7zCY+3+uTaEA8TbGq5vOizHVRYv32AnEy4tFSlsjLLd/7RQ64vlbl2bYF+GLDx1gZTZekNBxBIUhuwfpxymCQ8df4Sc9aiqj7a/OSN+xPBKrm0Nmd/7d/5JUqBR70xg6iF9Pd6mGzCqNPl9Okz5FEZP4pI85jbP3qdZ65forR6hgyPeNhHaUO56uNFJUTYQEo43t4h9BXlRsR0lDHodqnWypQbi2RZymTYJe/sUjtxFpulVGolZHUFGdYZHdyF4TGZqhGFAV6jwrgzoVat4VVr7L//PcKgzETHJIdDmgshmwc+a6cWKDeayKjqQgrSKWGjjgjmMMTcffUfcebpaxzv7ZHIMqdO1Nl9/bskpYus3biATgzJqItSKRllKtUaOp1irGa4fR+VjdEyQOYTdh9u4ns++/c/wOCzezSgN5ywsztl56DH/iRhpA3DzOGdxsJUuM43l0X2pHWiBY0kySzVQDBJJZ4waOt4v0Hghol55qh8TzycfU+iTQ7GcaqNcNCDko6eVg4ESSqxnvnIaVDnAqUcJc7DKfay7EmcmHOws/LjcIgi0AupHG4urMUHMlxiurZPzKWKjVoKMuFUhCmG4Ekwg4RRbgmB2Fouz9XY7/VJhY+UkkkmEDaFAjzzA00eu5ScxBiMEvhP2CnYwsjKwUHaQKIgKDptsGQFo8Nx3QVCGKRxjBNRJNKMpKVkIcPNCETRYwkcpp0ox5sX1lE0jbXoQv3a9AL6aUJJuZtklhu09QgELqfSh4pUVDyffpJwqhxQiRQZipdXGry/vs/pxRq392N36ipXeNgf0ozKXJsvcTBOUJEiOZzwV756ls5MlWsvfoU/+u3/E1mKaAwn1GoldgcjWjMR1VqVrolYSlPGoz7dXodv3B0y26jQmikxjhPGSciCyPjSxQbyzAo6j9jf3GJlsYEdpzze2KdUV1jZwE4mrKxV2NnsUAoV3Yml5AV0kzFn21UyDwb9CXMeTGs17FQTejlGBhx3p6y06wihmVrLcrPEhxt7xKbOn3lxhXt39hinKbqfMG0K5HDC+Ze/yu3Xfsg09Xn62dN0O4f097oc9cY8c2WRjSEcDTQvrYXsjUds78ZIY1GBT5jmXD8b8dqOoW4N6XTKcrtG1Az40a1DrtQ9zl1p83uvb9AUAVOjITMgLVZL4qlhLHPq8zNEgyntVsQ0hv/gjx+xOfzxApxPxMYthBgCd37a1/EnVG3g6Kd9EX8C9WldF3x61/bZuv501Ulr7dyPe+ETwSoB7lhrn/9pX8SfRAkh3vg0ru3Tui749K7ts3V9euoTgXF/Vp/VZ/VZfVb/9PXZxv1ZfVaf1Wf1p6w+KRv3r/20L+BPsD6ta/u0rgs+vWv7bF2fkvpEDCc/q8/qs/qsPqt/+vqkdNyf1Wf1WX1Wn9U/Zf3UN24hxJ8VQtwRQtwXQvz1n/b1/LOWEOJ/FEIcCCFu/RPPzQohviWEuFf8PVM8L4QQf7NY67tCiGd/elf+/15CiDUhxHeEEB8IId4XQvy7xfN/qtcmhIiEED8SQtws1vUfFc+fFkL842Jdf1cIERTPh8Xj+8Xrp36a1///VUIIJYR4Wwjxe8XjT8u61oUQ7wkh3hFCvFE896f6u/j/p36qG7cQQgH/T3v3E2pVFcVx/LPA/hdJf4xHLxDpDXRQL4hSbGBSYRKNHCRBDgQnDQqE6BE0b5JOIhoETaIgKhInJs+aVlhWhv1REJInvUFqs8hYDc6+j8vjJb6reN6+7C9s9tnrrMH6cfddd591zj73LTyNDdgZERv6jGkE3sO2RbZXMZuZU5gtYzqdU6XtwdvXKMZRuIi9mbkeG/Fi+Wxq1/Y3tmbmg5jGtojYiDewr+g6h93FfzfOZeb92Ff8VjIv4cTQeFx0weOZOT306F/tc3F0MrO3hk04NDSewUyfMY2oYy2OD41/wUQ5ntA9pw7vYOdSfiu94TM8OU7acDO+xaO6DRyrin1hXuIQNpXjVcUv+o79f/RM6hLYVhzUbcKsXleJ8TTuWmQbm7m43NZ3qeRe/D40PlNstXNPZp6F0q8p9ir1lsvoh/CVMdBWygnHMI/DOIXzmXmxuAzHvqCrnL+AO69txJfNfryi+9scujjHQRfdO8A+j4ijEbGn2Kqfi6PS987Jpfbhj/NjLtXpjYhb8TFezsy/IpZ8dQIVacvMfzEdEavxKdYv5Vb6KnRFxDOYz8yjEbFlYF7CtSpdQ2zOzLmIWIPDEfHzJXxr07Zs+l5xn8F9Q+NJzPUUy9Xkj4iYgNLPF3tVeiPiOl3Sfj8zPynmsdAGmXkeX+pq+KsjYrCQGY59QVc5fzv+vLaRXhab8WxEnMaHunLJfvXrApk5V/p53Y/tI8ZoLi6XvhP3N5gqd76vx3M40HNMV4MD2FWOd+nqwwP7C+Wu90ZcGFzqrTSiW1q/ixOZ+ebQqaq1RcTdZaUtIm7CE7qbeV9gR3FbrGugdweOZCmcriQycyYzJzNzre57dCQzn1e5LoiIWyLitsExnsJxlc/FK6LvIju241ddnfG1vuMZIf4PcBb/6H7pd+tqhbP4rfR3FN/QPUVzCj/i4b7jv4Sux3SXlz/gWGnba9eGB/Bd0XUcrxf7OnyNk/gINxT7jWV8spxf17eGy9C4BQfHRVfR8H1pPw3yRO1z8Upa2znZaDQaldF3qaTRaDQay6Ql7kaj0aiMlrgbjUajMlribjQajcpoibvRaDQqoyXuRqPRqIyWuBuNRqMyWuJuNBqNyvgPDF7snkuECW4AAAAASUVORK5CYII=)
分解 RGB 三个颜色通道的数据,得到 R、G、B 三个分量
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| B = image[:,:,0]
G = image[:,:,1]
R = image[:,:,2]
plt.figure(figsize=(10,8))
plt.subplot(1,3,1)
plt.imshow(R, cmap="gray")
plt.title('R')
plt.subplot(1,3,2)
plt.imshow(G, cmap="gray")
plt.title('G')
plt.subplot(1,3,3)
plt.imshow(B, cmap="gray")
plt.title('B');
|
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)
对 R 分量进行位平面分解的结果
![png](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAcwAAADVCAYAAADadcBhAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAAgAElEQVR4nO19a6x1XVXemIhR4UNELVGC1dRqEE0gbdRqbaOJkpqoWKV4K2J/mGprbNKY3tSKUYiCP2qN1sYUKKImVYmpWtpgE7E3MRFjGxUrGCiKHzZcPy5iwdkfZ6+P8T7necYYa+259t5nv/NJTvbea8055riPMefa55zWe7eJiYmJiYmJGI84NwMTExMTExN3AbNgTkxMTExMFDAL5sTExMTERAGzYE5MTExMTBQwC+bExMTExEQBs2BOTExMTEwUcPaC2Vr70dbadw6i9ZzW2ktH0JrYjmnT68K05/Vh2nQbdi+YrbXXt9be21p7V2vtba21X2ytfcJyv/f+Tb337zmM/fzW2h8k9F7cWvvTA723ttZe0Vp70t5yJDz91oGf5ef9rbWfPydPe+J+sOmBry9srb26tfbu1tobW2vPPDdPe+B+sCfwtPx8yDl52hP3g00XtNY+urX2f1tr/3XvtU61w/zS3vsDZvbxZvZmM/uhI+k9/0DviWb2x2b24iPpHYXe+6f33h848PQYM/s/ZvbT5+TpBLhqm7bWnmxmP2lm325mjzWzp5rZr5+Tp51x1fY84PlLnB5+PnBuhnbG/WBTM7PvN7PfOcVCJz2S7b3/iZn9jJk9ebl26Fy+t7X2aDN7uZk9wXWAT0jovcduktpnsPuttZ9urT3YWntHa+1XWmufDuv+8KHzeqi19qrW2ie7+086dFFvba397ordxV83s8eb2c8Wx99pXLFNv8PM/nXv/eW99/f33t/Se39dRSd3GVdsz/sW12zT1trnHPh4Ua6J43HSgtlae5SZfZWZ/Sre672/28y+2Mze5DrANyX0HjCzrzOz3xBDXm5mn2I3BezVZvYTcP9rzOy7zexxZvZaM3vuge6jzewVduMUjz+M+xFv+ADPNrOfOchz9bhim/6Vw7z/1Vr7o9baS1trHx3xfg24Ynuamf29QyL+9dbaV0Z8XxOu1abt5kj9h83sW8zsJH/j9VQF8+daa283s3ea2ReZ2QuOpPdtB3qvNbMHzOwb2KDe+wt77w/13t9nZs8xs6e01h7rhrys9/5rvff3241Rn3q4/iVm9vre+4sOu4tX282O8RkRUwfHfIZdzlHFnrh2mz7RzJ5lZl9pN8H/EXb8kdYl49rt+S/tg0n8O83sxa21v3qUhJePa7fpt5rZq3rvJ3tU8sgTrfPlvfdfOnQETzezV7bWntx7f3AjvR/ovX9HNOCw1nPN7G+Z2Z8zsz873PpYM3vH4b1f/z124wRmZp9oZp99cI4FjzSzH0/4+goze6uZvTIT4Apw7TZ9r5m9qPf+vw9rP8/Mfqkmyp3EVdvzkHwX/IfW2k/YTbz+t1yUO4urtenh2Phbzewvr5ThKJz6GeYHeu8vM7MPmNnnsSEDl/tau3GSL7SbL2180uF6K8x9o5m9svf+Ue7ngd77Nyfznm1mL+n30b+AuWKb/k870THPJeGK7YnoxXXuPK7Upp9lN19m+u3W2oNm9oNm9lmHZ6e7ffv51M8wW2vt6XZzds2+1fRmM/sY2L5vxWPM7H1m9hYze5SZPW/F3F8ws09trT2rtfahh5/PbK19mprQWnuimX2Bmf3bY5i+a7him77IzP5Oa+0vHI7a//GBxlXjWu3ZWntGa+2B1tojWmtPM7O/bWb//lgB7gKu1KYvt5ti/NTDzz+3m2eqT93z28+nKpg/31p7l92cpT/XzJ7de/8tHNR7f42Z/ZSZ/X5r7e0t+bZWgpeY2RvM7A/N7LeNPPBW6L0/ZGZPM7OvNrM32c0Rwveb2YcF055lZv/jfvgm5QFXbdPe+wsP673qsOb77OYI6Fpx1fY0s39wWOftdvMs7xt777+8lfE7gqu1ae/9fb33B5cfuznu/X9HHDeX0O6j08OJiYmJiYnNOPufxpuYmJiYmLgLmAVzYmJiYmKigFkwJyYmJiYmCpgFc2JiYmJiooBZMCcmJiYmJgoI/9JPa21+hfbE6L1ba83g28vDfsF62nQbhF1KWOa19kEz9t6H2PRU9lwjN8p7id/EZzapwPvBHvY88LZZYWvttMxRNmNj/PURfEa0jvE7Pz+LXT/Xvd5ibO4wLwxo2GMdc2IctiZ+FcR3DV4G5peYbHvvFy3rmtjyslyaPdX6Sj7kHcd5escWSK8zpLf8ZHPXrI1jVQPgeUD+ouJ6qr8luxu2dFSXjGpHdO24NLses1vCLv2SEe0Mo3vL9VF6isaMiItjCsG57BntntT45T6OjQo+6pitU5Xdr6fshn6l+CU7wHvGVmyqCmLVb8M/XHCpx3cjAuaSExdx9Is47tkT57JpJfBHNDEkIdyJI1mVLJdrqogqXTFdj2wMKzZaW/BYkt3LngfaVIA1vprQD8dWjl6zmGD62kqT+Vlmj4h+RBPG3yJ0p3aYIwNr1Fn8XrhUvkZj7XFSNHfEEU60xrH+d6knBtmxXKUgYrJjz8DU2riOGl8phtViie8zerirOQfW+rXaRZnpXSXqJ9rVVmI3sr/a9aq4ZnwxnhUqzdpV7DBPkWjOWaAKXdFV7jCjgD6WVkRvS/Jb64NZQrnUHSbTTdbJR8dba21aLbS4njpqi+as4Snb3Zxih5kh2zHiLi87il2uLbS37m7ZUW4Ug+rINWrq2P3KWOXvyqYXXzCrO5BRRfUSd3aXEIxrUT0aOfAUXl+77rE0FM1jjmQJLqpgqgSmjmSTo6x0h1Phx89ZWxAjjDqSBV7OHqPop6qRqJwYAD+31mD32P0qHcYH8hk1UZlNo+YgoHuL0EV/S1YphilkVKG7tGOzS+OnCuW0GKR4hIfjt6yLgVk5xqse5Y3ws0tsyszuPX70r95G0U7F6/BYe6JvRDsNNTcC47kyPtp1nxNK98xvWRwuOo7GV2ya7fJY/Ps1qxskRZ/RUEXU+xiuo9a72IK55ojtFGufC5cQjHtiL12vPYGoPPsYxesl+ZdK/JUdAM4bvAO/h7ZP6MccD/p71djKCvAl2dOs9izYv2eFxutb/VTWZ8D1stMD7wPVHSSuxWixdbJG6mKPZPc4nluLSylWd/FI1ix/zrV1B7mWh8rc6vEcG7/Rzy7iSDY7QlPHdmuSVoQtOq+ss9a/1uxgBd2Tx2h1N5YdoTN6VbtkBXlLoxodyVaKKzv9yGJV0LwbR7IjiuUyb2TRO0cneWnd6wgcsxOpHJ/iWn6up8ESBF5nxzs4fq2PnbsRw+NVBNvVsftIM9uR+J2o0ncEtbuMdhDIv5rLkixDtv6eqBafrDllPq78nMUMxg/bsSr9ZzJlfKKs+J41slg4mU9ER9IeF7fDHFUsK7QrqB4B7Ylr3GGOwtZOWO0o0NbM9muPMQVOusNUu4w1esFrjPZWrDkm9buMbNcR7ZL9NeSjwgvQOVmMqkKQFf0tO7NjgLlzLU1l25E2Tebdsul9VTCjdSo4R9E88HmxBbOSLDPnHoUqH1khiIrmiCbgoIOzHclGyVQln6pORiArnuyIDvmqJljVILA11c5lpD0PdKlNk1wtx0VNjjplqcSpsv9a//L3q3S32jRriIHG3SqYexeoSy6ameG24tw2XYusI8zGq7lRMmaJUY1bIxvQ3aVgrt0hI1+VxBWtl2FNQ1xZt3ICwORBrD1JIn6ya4xmu2mlA7XL27ILzdZi9yNfU2urRojxuMWm0S4bxlx2wTzV7jJaM8OZdpn3TcE8JvlmNPZsxjY0BbvtMCs7kShxRoVyTTFVvGQ01yIrJlsQ7UwE/V1iVOk32/H6MdkJT3Z6srZpVbTxenWnWV13rQ9Eu1JVMC/ySz+nRGv1LwadsoCPCPpj1t8Dkf7W2CGb0zv/Isle9qt25Kdqtvw6fm1MjFt3d0tCyXaAfh3/w+hlumE6ribhtVA8osynOAHz6yp+/Hj/igWUFU+Ui63F6Cof86/LnDW7PJRHxXI2F8F8EOOg4of3fcFckCXzU/NxyjVZNzmqcFY7vWMQFc4tfK0N0krxydYcBZbsvE3ZZzOe9I5pOrY0QBm9rTZb2xRnDdep7OkLHsrPipcvCFgE2fEk8wfUU6Q7XNu/IiqnCEoWP7/CV6W5yGypaM+CWcC5dn17r1c5utsydw2d0Ul1y2nB2sLg/SFKsNm6I6ESCvKHyZQlvYjXc8ZAxE8kB9JBYJMQNWBqdzUSleNQVhiX+6w4RTksajTU52iHyHwrmqd0irJUd6mehrIpO4qtxPHVF8w1AV7pfk6VMPYs0iOOlkYkikpR2nK/EtjR+MjOx+661oxfAxX40U4Ex1bX2QNR0q7sHFkC9J+jXdJaXtSufA9UT39UcckaDrVeNYb8sSk73ajEKTuGzeQ41qY+n7NmS/F9UQVzr0SyoJo8o87qlEUT1x5Jc88gV1gTvCN3piqY2bhKEmSdLitGET+jgMlKFRFcm+0616K641Brq0QbrYO8s/vVnZXiPWs+svnHAgszk5fZHHed1XhTPp/tRpnfZzv9CMxXPG0sklHRrNjUN8e4S1e4qIK5N0YVu72LJjtCGEn7HHNPja0FNztqQhrVrhqT3Ciw5BQdY/n7aj4Dkz36vMxhyT9aY82JQFY0KydGuH40jjXOe50ARXbJCvdI32cFUu3KGI3IDqxIrTmtqdicFdWo6GZ8XHTB3MMZRxWhUXSi5LoH1u7M/OtWmTHRnKsRWLuTUWNYB19JcnvL7f0mKgZb+MCkEu0OqwVSobr7xF1DhsgubHcUNT97AnlQMeN3XhFfOAZpsp1qVGjUjl+dIODciM+IvucVr+N4lK+ay1Cnt+4nDnmWLcWxwX2XeWCO2u/472GanUafQnd0bMSD76TZ2LVFQATgECUs9oz0u0UHW7DnCYTaOVQbkejILfMFHIf+sdxOmaijL+uJtcJdUTZW7eqqzYHiqYqIz2oM49jMpspfIplZ3r3oHabZeY4B1yT3vY7Y9kTlWCzr8LcUjUtB9cgq64SrOJUPR8kDd1DHgu2wRyM76quune1Cs10s6q2yWzoW6INs/cUGa48nVX7DHbYqlv51i1xs16lQtW1UZJFn9F1m4zu1wzQ77y7zEna4HqfcYbKjm2OPEytd8l4YdaSmOvMs2QZ8jBK+R8mC7YpG6j3q8vfAMX6Jeol2WNkuZ+9ToMquCnlTxTA6MVE6XLuLXLvjjNbEa9H8ik2zHW1A8+7sMNd0kCOxtVieYyc8Coz3Y49dPFQnuYV2ZXdc4WXNOhh01QKBne2eOxK/Jltjz53QMT4S8aX0NbpYon3UmujHFX8bgWVtFpO4w/SvbCdX9d1j7FqxKTuhYNez3KHkxffoL+hDrBlmuNiCaXa7aO7tnHsF/l1AdEwzkv6x9JRPqKKv5lbXWXPsGB1hsWQwAoouS+oj12YFaEtDwI7GlvcIlvzW7ICQv4zX6HRiq7wVIG126qP4ZEUgGovXls9rfUXFSWZTPw7HMx7ZPWVT7yusWDK+M3tedME0G7MryRAlnPsBbPekjnCOXQOx6H6LXbcUwDVgO0vWeSNtlkj3TLB+Df/K1h8FJvOxO+nIB1RS3CqT2nkwPljTsVcDFIHtMLPGSO3YIqid9lpdZ7tUVbjYOAXWuCk/VA1QlQ+zFc8wRwfcWkTd3ki6x9DcS0d94PMROzzzwuBjRXNkwZTMrAzmKi2E6s6PxZbdzsLSiPXb4XlXpbFkNh4FFkfHFpOoyTrGntUkniVqiKNdnmGinJldI74rRQl1useJCNKNbBnlqTVrZnlGyH1r4MV+6YdB8ToqaC51V7lHMKodENtVjUQ1uTt+SzS3zh2BStHEoB9o044JQa3rr+0N1YhVEl109LhHk6zWX94rGmDz4U0trof8RTG8jFM0PKrNh/Kjqk0jPqKcw5oHtdtWu+9RNk0L5il2GWuxV9dzqRhdMB3dW47MnHILtsxdWzgriW9vRDr0POyYYLtKRiqhbLHLMX7g16/QrDRvxxbPaoOhdng7NkBmdu/vYS7v6cCVJ0Jbdpm4ltJBNt7PWbHLu8VfRD/iBRHZdBmCcx55i0pAdE/nXTN/1JFB5cjl2jAigWb0W9v2DCvqWC+hOEbrssTh9buHrnE9XDNIBKuxNjFH/Hia2Rx/jfEyCsua0dGfl2PNjnkLL349RLYLY2OjRspfi3x1+cx8XOmh6jesSVL6jfxGra14UDZVa9+pI9kqom7iLmJ098oajmxXVORzFz2vSRzngNpF+XuV7nULmjtiZ01tdEQVYcQpg6KreFmzQzqWp+pphtq9kE3D8McmyItYN93UMFrZ7i/y6Qhb/CY7bWC8R6jsfP24YO11R7LmjgaWhS4hQe2NS5NzdDA6umGQXJoe1uDUxXvNvIOehxVMRj/bgWRyHNs87YFqottCay3IDn73xyZREWSnCn6c4hvpemwtmmuQNUBrdvLqdMXTUbRFM3GLqfDXSpbtuf/MBKpcu0s4d2LYEyoIvIPtKf+pfGO0DJhgl8/RUZTiZy/e/JoLj9XjK0avwvMp4t8fl43SHSZSdtzIxnue2PuRqCR/vOdliU4XVEH12DMXeN/M6goWtOrpSNZAsAKbxfXRv4d5zcXlGsGcY7meHeGMXv8uQR1TVRPsXmDdMfKxdQdVHRclt2OQJdVjaTO9ZQ3lKaB2v9gAYUHLZGCoFMW9dI9FLZvjeVFFNtMHgtGL5A0Lpu9So0Wjbnri8uCdxHdYaMfM7sesfxeLptllHE16eBuyoM+O6EbxwN5vBe4oGc2RO83qKcGpgTulSpHJiuU5fDdrqHz+iY7dvQ9nRVDpIcs9WSMcfkt2TZc5cXcQHUtkjjb6SMzzdOl+dIn8RUmlmmAQ55Zz7XHxVqzVySkfJ6D91JFqBHY0eQzWxGiURxTWHLX6z2pHnuWYSB75KCOptpu1fBcSoNnd4LPv9C1Z73BqB3LpujG7zC+oZBho04e/mKcSx3LtsO6d0FPkhyOKpkyI24vLLjF6z8XC8zj/OZp7SmBhW1AtXsv9LYiaj8Ia6770o7DXUd05cKkJY29EjqM62Eu1eXYceS6cYn0mKzvOZAnzkn0/O44dyTt7RBGN2xu+uKjncJWdpp97jM6O9WN2BIt0o3zD1q8cNzM9ZjqI/M5sY8GsKH8P57qmQn0J8M+KKtgrYexl03MXhLXHPSPWW3MMO5oPv+YxtD0N9n4E2I6V8c7GRbRGAAudXyPaAbMd2widscKzBqrgZXQj/lneUs9HsV5l+otkvPj/VuIxurO8H4EBuAAT0iUf11UQOf3WJDIqYY/Ua9Q5Y8KJks+WNdl62S6tAnV8N0pva3YbFd2MbjxU44OxyxpeXyBGHV2P3GEufFVzTbaDZvksalTZ46dKjCzYXDDP4Uh74C7wOBJMXnaEV507AnsUkD3Wu8QGggV/5bjKX1sr1ylOlzxvx+5wGG1VCNQx9imPsqPnz3hNHd+OemZZPa6uYo39smbQj4meU/pCqXRZbQw2F8zK0c8lJhiP7DnBNSI6dmBOxOZeIljHemlH+HvwonYfHpXjvL34GjE/awaWe8esGeUzLECjilHEC9sJIU9YLJG3UTvLrY0VIuJJNS/qnvIFpje2rm/E1ugs/T3MSKDqIpcI9XzgfgALhDXd4yUVoQXqecYl2XQPXrKjdX9NPfcZBbYDOpaOKk6VXVgEtWNkx5sZb3uC7bCj3DXK53GHNgKsMFXWUfZRDT478vXXo516lgev8o+vZxhxtHBK9J3+dRCsER79XDJUV3nJGGhT+v8wcbdx12xqxo/WRh8NZrrL4MYOU2pzfx+Y8aSK+CXbldlO2ZfNNdN2iXJZRjvh9daEO/WlnxG4xN3RuYAdl9qd7LX2KOx1TDcKe/KgdkRql8aSzgg97a3nPZpcdbKUFaA9dl8ItQtiz+b2wh70sxORaL3ILiyXsXUr8kQN06Yd5rEV/NxgnY3Z5XZoo3eYbPcRXbtUvTCoQLk0jNxhLm+Uve6aDRegXy4YsbvEXU7luJrt1KPdyDEsLvQz/kMig+2+584+opvUqJS2Gr/MCYrpLabuyyNZj7uQTEYGY3P/a+/w2a+DY0ctexKwgn+p2KNgIq7Btns0s5VCjOsWdibDj2Q9L4qPyNcvLQYi3iNeI3upmFdHt1HuI/bfdiSrtubRFviS4fm+JIc6JfzxHOpDHe1dOtSXA86BU+oNbRYlV/+KuGRbr+Ut25Wo5MuOCJdkekr/wphEvrLdsJ93KYj8L9OnKqjspADXwthg+U3ZH1F+hqm2slkQXiLuYjEYBUwGaEPWBFWeK1wKzuWH59rBqWeSLClktrq0BGt2O8GtmadQyV3Zjq16nLgFa3e3vvm9a9iqO5zn5a9u8FiRzXytVDCzyo5M3QWgYu4K38eCOUTlWU1Eb+L8hXrUqcklJ96s+6+C+b/KY7iDUXyNhF9T7Ryra19ajlONiAJrUthRqh/HCp9vkvC9p53qMxnQWWGMhJ4JdDz2eoaZBVPkqBPHYZRNF3sqW6qEX3m+dWnPwEZBnQZUimSQL4c/w6wWCMWrx12N4ejkRunCz1NHr6oxhPvrnmHimb3anaw9Qpg4L7CDZUdU90uxHPls7BzAHSYWS0wUy9hsJ1kZc2mo8IrJFR9DsOeFjP6ej6JwfWU3vB7B76jugk19XlqgjmGZTpAWzt+a147+PUy19a3iLhjvmrDmfH/BXQq0tVjrq5fWOLBGVjWu+Kw6o1sdewmo2gYLXXSyEumxeoQ3AqzZ8fyt4YM1w5cKbPjUGD82a2SizV2lCXpkxLA62qkwni2M8yZOA3ZCkDnXlkJxicXlWNwVeZTuK0e1DGtj+hyo8IXPw1TBwffYNLBd+0iw9VRBYDLd5eN2pWc1FutSVp+W91Ft21ww1eToXP8YB7pUI14blI2YEy3v1wSjn39NNmXPQS4B/khdHaVGR1sVXIqsW4F6UUlSHYV6qGPckWBF0H9GXvCRSuafdyE+1zRyOF7JpU4PqrZMn2FWHIEd2R0TlJd+VHDXke0+ls8YhGpsda1rsOuez662wCdUltijxHjKY8XRWMuzt5vKa97nUVdRMRqtP/Y4BG2J9sbHKWtzN1v7VIiOxdlYJj8rltFjJhyH1+QRcKKgrhyDdWiV7vZasWen1k/wLdnDOvdcX7urvDbsIbfT6RDCLfjLTWxtNe5abRw1Cgxrm3aX74bG6PJeFc/lXtYQrbHpOY7d126ysiPoSjNTXceITcvfkvWfox0K69LuYge7Fncl2WA3Fe0ysKtWXe2lYRRfGHhqV7KV5h5g9vSJ0O+wlEyXhi08qqPWSoJW6+EudccGma4d2XZ5r45uK2A5e6/ds+d1iy6RP3Wk6m0VHbt7niLdpd+SVYpTwaaq+x6BeUwg3c9QjY9yXJVkRj+72RKkWzvINYiOaS6hUcoa2axo7LW7PKYgr915IFgeUkV0K71j+MuAiVvt/iKbH1P0sFlmvGX8q7XZpioDK4jsmJ3tMLE4I81oPUT6LVkMxkzAU27rjw2kPXDpR1vs6Dxz/izBjJK56mNszp6o+Py5jq6jXW+2U4q68hE4hs4oHtYWRbQl27Fh0h1tc9WY+YKwZhd6rG9mRTrKCxmttciOZBnUPa/TKlb9t5I9jromcvQd/nXQgpGJ6drsumfzN9CmNw9bkuPF7PnWOYv+XlA7QdUoqGs4V7wf/gyT2YLtOpFHf++u21TJoXSzQPm2vx/5wTIML5T/cEF0LDVxN7GlwzK73mPtYzriLcc7I+F3FngEhXbOHpUcc5R3KcCEmj2/WsZEDQbO3XK0uxbsOBmPHtnzuQr/lw5fc5Q9l3GqPmGxRBrqVEvuSu+C4iYmJiYmJs6No/803sTExMTExP2AWTAnJiYmJiYKmAVzYmJiYmKigFkwJyYmJiYmCpgFc2JiYmJiooBZMCcmJiYmJgqYBXNiYmJiYqKAWTAnJiYmJiYKmAVzYmJiYmKigFkwJyYmJiYmCpgFc2JiYmJiooBZMCcmJiYmJgqYBXNiYmJiYqKAWTAnJiYmJiYKmAVzYmJiYmKigFkwJyYmJiYmCpgFc2JiYmJiooBZMCcmJiYmJgqYBXNiYmJiYqKAWTAnJiYmJiYKmAVzYmJiYmKigFkwJyYmJiYmCpgFc2JiYmJiooBZMCcmJiYmJgqYBXNiYmJiYqKAWTAnJiYmJiYKmAVzYmJiYmKigFkwJyYmJiYmCpgFc2JiYmJiooBZMCcmJiYmJgqYBXNiYmJiYqKAWTAnJiYmJiYKmAVzYmJiYmKigFkwJyYmJiYmCpgFc2JiYmJiooBZMCcmJiYmJgqYBXNiYmJiYqKAWTAnJiYmJiYKOHvBbK39aGvtOwfRek5r7aUjaE1sx7TpdWHa8/owbboNuxfM1trrW2vvba29q7X2ttbaL7bWPmG533v/pt779xzGfn5r7Q8Sei9urf3pgd5bW2uvaK09aW85Ep6e31p7Y2vtna21N7TWvv2c/OyN+8SmP9Ba+73W2kOttde01r7+nPzsifvEns9srf331tp7Wmu/fE5eToH7xKYf1lp74SHvPtha+4d7r3mqHeaX9t4fMLOPN7M3m9kPHUnv+Qd6TzSzPzazFx9J71j8GzN7Uu/9I83sc83sa1trX3FmnvbGtdv03Wb2pWb2WDN7tpn9YGvtc8/L0q64dnu+1cz+hZl935n5OCWu3abPMbNPMbNPNLMvMLN/1Fr7G3sueNIj2d77n5jZz5jZk5drh87le1trjzazl5vZEw5dzLtaa09I6L3HzH7SzD6D3W+t/fSh83hHa+1XWmufDuv+8KHzeqi19qrW2ie7+086dFFvba39bmvtmQEfv9t7f7e79Gdm9hdjbVwHrtim39V7f03v/c96768ys/9iZp9T08rdxRXb85d67//OzN5UVMXV4FptamZfb2bf03t/W+/9d8zsx8zsG1KFHIGTFszW2qPM7KvM7Ffx3qHgfLGZvan3/sDhJ3Tu1toDZvZ1Zhfoha0AACAASURBVPYbYsjL7aYDebyZvdrMfgLuf42ZfbeZPc7MXmtmzz3QfbSZvcJunOLxh3E/4g1PePknrbV3mdkfmNmjD3OvHtdsU8fTR5jZZ5rZb2Vj7zruB3veb7hGm7bWHmdmTzCz33SXf9PMdrX/qQrmz7XW3m5m7zSzLzKzFxxJ79sO9F5rZg+Y6Cp67y/svT/Ue3+f3Wzfn9Jae6wb8rLe+6/13t9vN0Z96uH6l5jZ63vvL+q9v7/3/moz+1kze4ZiqPf+fWb2GDP7S2b242b2jmMEvAO4eps6/KjdBON/2iDXXcH9ZM/7Bdds0wcOrz7PvsNucvBuOFXB/PLe+0eZ2YeZ2beY2Stbax93BL0f6L1/VO/943rvX9Z7fx0OaK19SGvt+1prr2utvdPMXn+49bFu2IPu/Xvsg0b4RDP77Nba25cfu+moQp77DX7DzN5rNx3UNeO+sGlr7QV2c/T0zN573ybancB9Yc/7DNds03cdXj/SXftIM3tovVh1nPoZ5gd67y8zsw+Y2eexIQOX+1oze7qZfaHdfHHjkw7XW2HuG83slQfnWH4e6L1/c3HtR5rZJ6ejrgDXbNPW2nfbzXHV03rv7zyO9buBa7bn/YprtGnv/W1m9kdm9hR3+Sm282OTUz/DbK21p9vN2fXvkCFvNrOPge37VjzGzN5nZm8xs0eZ2fNWzP0FM/vU1tqzWmsfevj5zNbap+HA1tojWmt/t7X2uIN8n2Vmf9/M/vMAGS4e12hTM7PW2j+1m+D/ot77W45l/K7giu35Ia21D7ebZvYRrbUPb6196LEC3AVcq03N7CVm9h2H3PskM/tG2/mbu6cqmD9/+ELMO+3mAe+ze++3OoHe+2vM7KfM7PcPW/Lw21oJXmJmbzCzPzSz3zbywFuh9/6QmT3NzL7abr5V96CZfb/dHG0w/E0ze53dHAe81G6+vn3sV7gvHddu0+eZ2Z83s99rH/z24D87gvdLx7Xb81l286jkX5nZXzu8/7GtjN8RXLtNv8tu8u4bzOyVZvaC3vt/3Mx5Ae26H8tMTExMTEyMwdn/NN7ExMTExMRdwCyYExMTExMTBcyCOTExMTExUcAsmBMTExMTEwU8MrmffiOotWa993tezcyWLxP5z8v7h4nD+IWGp8torKWtPuM6kWyVOUwXOGejLJXfYSqhtXYP41U5/NhM755OtFbFHkpHjA/Gq6KDNJDPNbzh2moO8DbKpj2LIRUHmT0r9BjNzMdvCSDspuIok0PJwrDFB4WMQ2OUxdERvob0y/Ip+n4Nzxub4xH51Bp/UzwwWRk/WVwomx69w1wY8a/Lgp6hrKDhexQAlYnXMx6jMVEg+9dFpooTKh4WnpEuvvfj9kImxxqben6VE/v5uA6zgfIDf08lEb+OCriouLLr6AdMDpXw/f3MX9dAFSfkG/0usifGmL/n5+M8nIPv/Wf1uvAUJUtVoJncnsdM1uU6s7OSR107Ft6/2L2ooOIc9FdEVJTQlkrXmLf8mowWk4ONiXjIci7TQyRHxY7Zr5X0jClkSAUYq/RRwo46kyjhsHEsmVQCAcdG8zOoRBp1Om7e8O6VOU9mp4hPnOPHqIIU0dli/ywg1zQ7WcfLdFKRx80fYtNGdiNr4pXx6JHpa4StGR22fkY/o4tzIp6zQkrmjuuC7OZkr8JbRT7/XuWwqo+v1YtqTBQPmQ+y/MT4Zzxm+YDMXb/DVAGDn6NAxc4Oux3sRpCW71CqXQXrJtm9pSNi8vixSrH+VfHsabLuCDszT2ttYa4g6rSQ34pNPS3WVaItUL7InqiXilyej2gs2iObkwU0vuK1rNnbCpX4cEzk1/4z+jrqyNu6UsCY3SI+mR5ZEkZf8nGk1mcJnoH5bHZtNJRuVY5DH1Z5VBUxlInFs19H6ZLpH2lmhZTxrPJWpieWixg/FXsO+dIPc1I1Bp0anX5BFNCs4KmgxJ+oo2FJ08+LjKwSDo5XycjrIitWI6B4Wj6vsSn7zBKhWku9r+iZNSaoY5wfJXXlZ8y+3l7K/7Lm61hkdlJ+mxVWVuhZDKkEw5IV8uDHZj7n11XFC+VVcjF9REUoaoT2ACtYqrFQ8YR2UzpZxqq852kq+lHMsWKlxiqfYXxj3GUNnPJT5Y9qfPaln/Ii2XjWIbKgzYIySsSqY/Lv0Vgs4bGE6OVAPlXyUbLi+LXJaCSY866xL8rAaEYFhskbdY/LtcjuOEaBNVBs/ajgZT6k1twj4apEhfcUX2qcSrrKzupaFGe4Dos71F3FNoxXpIn3FV947VSoFvjlMytO2PT4a0ibrcEKaBQPjJYqvAwqxqJreJ3lXFVQ/bpRfKbPMKObCiqwsuTkr2c0l7GVhOdpRIUropEFf4VXP08ZCnleSNKFtqGjU0VOrniL9BM5LZM/cvDINlFyZMk2GhuNY+tG9xRgnSE2be6ZdNbAZQ1BlkD93KruszHIn0r4kQ1RPj8mKvRMV5FvJo3OrjHqeUS+7mFCxEukuyw3+TFIL4vr6npRDvA0lL3UWriuasLYNRajm3aYFTAFM2fDcaowKYNlSYCtpYLS08kSYWQgFZCLHFFXExl8BHzXiNcZrxEqCdaPZZ+9zaMilxW+jB+8ruxXLdB4XzUcUcIeCUVT+Tb6QaEg3EOP6Qmv+2tRoouSLs73ayKtzE5I09Ou5JHMp0bC+6nKHcz/VAHxvCpbY2wgbcYH+hL77OlH+kQ+/eeKjth9FfdMPuSBYfgfLogWU8kJnX35jMbGa8y5lcIzQ/kxSCt6HwENiTxUkvboAsqaDzZmDby9KkmX6QGDURVLTA5RYVcNURSofk3kkd1XySlKSHs2RSz4o2QZJVBPI6PH+IiaIdb84Di8j3khspGnF8UXyqTAdLCXPTM52RjPB/M7zDcsB6hGReU8VYRUTGJ8RDGHfKrmlfkSK/B+LNLGa1FO2e0v/VQcEJXBEqEyMgum5Xq1S2FGYF2QMr7iX63J6CB9z8MeiVUlJDVuea+So9IBBluWZKLmApMp0kFbsAZH+QuTI2vakEbUKER+OQKMVyaT5yUC2osVMiYDS/DMxyrFDm0YxT1L1kpOLw/zWxUbTH972RPpZc1KFG9snhrHYszzo9ZCZAUVdR81NmxcpOuoqCqajG/2+eHribFLnoBJIUqKGVOMRoXemm6lIkvEFwsUfy9bOyqm4t6wytncX/pRzUWU+P28TF7lF4weu473oyKrEmklyTHelK9EsikfFLobZdPUqZmuI71EclTnIx3lM9l7dU3RZTJEdq/IrPQG9EZ2tx8kSnSe+S7yV80/mW+rIhnFChuT2ZnJGjUna3JL5H9k7VvCbiqYKsGogrK2iKh5WUcXBfRWVJLgcn3N+pHRyL2hBbNSwKIku6YhygIw4JPSrRTjKr0sYWaFhvGn+CTjhhXMrGAv/CzXVBxVGodqglZrqXuVxIzz2D0lb4VmxcaBbEMLpsqlC6JCU2lGmFzVRhDvI1/+PhUu0fOaJiCqNRF99pn44S0CR/1aCTIbOV4WzExReK3aJUXXsgTLnCkrhrgmjlXrqWBAHewBdJQsmBQvlULFgjJL8FmgsrWzzjGSkc2LeEA6bC6Tay9UEl2lqct8OdMpywlqrr+Pn48tongtS5JVHpfxUUyMAMpdjSMVH5kdkG42v1pgq/k30iPTBZuHPsjuZ7Jl2FQwVWJYPquuktGI7rHPWQJTCvK8ZU7OksAa56h2MZ7P6N7IoGS8IVDuzKGUzLiekoMlt6yhUYkta2xUMVTrVwIZ53salabjGDB5WdFhPPtrOH5LskZ6TCdqPSVDVgw8f6pYI29KfmYj5iNMTyOBOoli1PPDPke5xa/F1lHNUtacREUx0r1aX8WY4sVfz/TCENl01Zd+VNBnlRkDVjkAM9wyHoufH4dBjWO2dBNeVlbwcA0WuCgLysl4qsg0El6vaAMvlw9i/6PkYkWXFSV0YpX81vheFNBZomFrMlqVxk3xlvneGmTF0K/J7OjHeHqsmLE4Wt4zmuy94nHhISqc7BryFyVlXEMVXVwLc8EpUNFRlNcqxVYVKfaKtFnsqDyZ+RCzu+LR01J2qeRNZkvVKHmsfoZZKRz4WmWG0cE1kZc1xZt1PsrAbFwlWFTnqeSpdGZm+36hQHWSCpWiUykKkT3VGoq3qEON7iu+ovWYn0TFVdAdZdNV9qzKnMkT+OotqBhj9xmPKrGy+IrmZrJFdBjPO9nTzD74L9v82pnulF9W8w7O9XIKme/hI8oFUaxUYrQS21XfquqS2bR0JMuqPFOMB1NMNQmyrobxgWN8F1NVzDKmuk7FuKor87J7GqqrW5OUtoKt6XmL5PBAPUYJKEuMjG7i2LfuKR4qQe1pM5rMlvhe6ULJuRXMl9UY5HNNkmRzkwJyzxyMMVyf0WR0kCaTR42JctaydqXhqBTXY8F8ifEUyeX9l+mVFVWkgfNVzlK8MxrMXiz/+leW49lYJi9bz9NlfqVitHQkqxzSL4CMqkBWysKAYgZWicffw1dcI+KJrY1z/DVVbPxcNg/B5IjGjwKuh8iaIrynCgZbiwWQn8eSF65ZCVrVpCk58XPVBqwoKB8eaVdPMys4jE9MvFHTp3QZNRuMX6SF97KGomJTlUSVfFG+YJ+jIj8CPidGuceP91jmqMIR+SBbm+V2RcPPj2Ip05tfN+JdFT3Pp/IRVgcivkoFM3L+rFj6sREtxrAKwEpRQYOrpBx1Liq5Zh2n/0HnU8G+R9BliHSqkjsrdCqhZusirchvlvEsODxQ7542Nj9KDqSn1ooCUhWivYCJbW3xVnZVsYNg8kfFF8fh2Ki5iK77+0qeCFvicbRtI/2y3KJyV+b/y9iokVVrsOLC8q0qQowuywUZX+zzAqSt/JjlfGXT8Eg2KoLolGugHD4aq9ZjtFA5nn9Gn9GqdmNR0VMGZY7LeFyjpyqihJA1An5MlrQyfWdFs9qYqGSMfsN0wORWcyt2YgmGzR3ZHGUNRKRfJQ/KHjV51QITNRueVqXRYgnf653RxtesKKF+Ir/dA8rfooKmbO3psULF4hvXZev7MaxORI0Lm69o42flf6rYqTygrkUIC2ZUrDKHUYmzUvAqRUIZHQsck4E5vQp8VjSYfFkBYrygLKjn0cXSo2JPVTQjm1YcuIJId7gWzomSgvJnZRuVjJn9o2Syly2ZTVjyQ34QGDeqWKo1lexZ0q00NZktkSclN+ogKpAKUVO3F5S9/D3Gs/IN1kio+VGzgPHm57C4UHqt2DCaX5FHxS+jH9k/PJJVhUUpkS3uFYuICnFEP3rv50bdFvKVdTbqfsYr0sHPSpcoyyhk3SFLQst7TKoRfebE7L0fi/LjfeSF6UcVbJVgIxlwbWxskB82Z03gbwWLNbSXSu6qIFZtFcW2f6+aEOQtaoJU4+N/PJ+YuJGeH+tzAuYHZkMmxyigXJ5PNY7xyXhTesvyIepIISp2GX2ko9bH+aqg+/usICrfiGQMf62kHf7uKEuCzMlVAfSM47woUCJani91H5EVCxwXJcUKn6yjwU5H0QGaIyOyM34jWypeM75xfiX5+TWQv6gQMd4Zvzg/sjuzrVoPryGIHobYFGOU8ahsEPFZsaef42lGTUHGS+Qj7D7KyeRWMmX2q/ioozs0Rplcx8SHkj/K/4r2Qn+NHhmtCj9reI3mRHZkfB4+3xoU7jCjApNdz2iqJI3AbmAZxzoG1X348b5b2cI/k2Wh4zslRY91M0rOvcDsqrq4yImz9/4a2iQKhCjxefpeV/5+1mjhNbU+yoO6ioAyMz2MAsYC+qIH+r+i53le3rMxURyxeFT+gPzh+tEcP9fPY3TUXDYuKvq43kgw38Y1cO3I1nhN2QVflZ+oayymWIGs2pLZMZMzaxq8DvwPzlVIvyWLycoLnxmVMe0ZVgqO1oyEUwWU8RMFeJZg2TVUvpcz6ryy5LVHMHqwQsYKPyuk/n5k04rD+zVYws+cOivUqmgjTdY4qLUUX6gTVeRHgCU/f081aP4+81Fmz+Wef2XvVcFj4/EzK8SsWVnbvCjeVPFbm7dGgjUseA/9upLrVAPox/pxPhZVg7Rci/yk0oRkyPwiKsAsl/n5Wa7wSP9wgXeSLPGjQCgAGgwFiJJeZOBKUCo+cTwrqFuMjMHFGgwmO+NpJFSBqySIzI4qQTJnV/pQiBqLqAnAMZXmhCVF5QdMBrzm51eapDVg+ld+xsZUfJTdi9b041HWKDGjbpjvqcaJybEmlpEHJZeSfyQyX2c69DIs1z2vqiFg9mGFaG2sIi2WFyJaqhasyZVRzEf5K8yJSQJ5+KYykgq8ipBqTEWIzPHX8h0FIuNVISo8mTxBER9ZOR9eJHKQimNWbZolaTZH8RHpSQosEnpFtmpjUwk6uDbKpvSZtJIBea4kCQTTd9ZAVWmtKWqM30yuKM+oNZksxF+Hx2jmj54XPy5rhqImKWrsos9Zbs1yZqXZ8YhqS8VH2FpErltMr/7j66xTyRwzS06eprq+rMNQcZ5KcKAMrDPLEksmC8rDdBrxeCyQbiVRMv4wCDLb4TxvT8bTGj0jPG0MCvQV/8PuZXPY2pGOKwVpDSL52brMx5F39GEmM5vHrns+lb8gf543FosR7cyPI/sw2kzGjN4IqJhA23r+ssJTyaGs4cj0xWI8Wkf53trYUH6K6yldKXkim6a/hxldV9XZv68EqqKt+EC6rKNYowQlg0r2Gd9qXpRIld72RqXZyOZkzl61PdKPEpFq0nBeliQzOVVh9PejeGDrjQTyqJpTTIKKR1bw2PisGczWirp+tjYmcJyPa6qcscYPmF1V8zUaUQFj8ZblDNY4Mhuy2I7iN6oBlQKt5GS849oVXtQ91GO0vkd5h4ndjUrwqsNE5qJElCWXrDPJgjQqEmsQdSnqutdhpfHYq3tF+lHXqBJfZFPl2CrRsq52oY8/fm7UkHldM94Z0EfQv5CPiEa21ihECStqgpRuFxpoTxXbfk62BrN/1Dj6tTDJKR6QHxyr9MKSJ5vLeBoJ1H1W7JlM2Rymm0jPLF9HMe3nREUeec1yqop7tqYC6iZr7jxW/S1ZVVyYsErJEZSTsvWjBK94wrEsSVR5Y7rIjIljoq4O543CmkJQCRBFH9fy89Y0Wzg28kEW4NVGoJKQ8Lp/xYQb0RjZBKlEhtex8LFGhxU6XMcXPuUzKjkqHVWh5FIFlMUO5gX2GelG9PYA6hX17aFilMW5yisq52T+gMianeU1K2ZqTGQP1dix/KGKZSXvlv+WLEsokfGizkt1eJ55dJBo7WgtlrDYXJV02NpICxMBK4SZ7EzPEZ1jEBUwxSsr8FnxYUV5mceSp0p8Sv9Mj5msUcJmNlUFNyq0CAzOkUBbZLrKEoSyt4pt1VTguIxmFm9MnoqfIC8VX4poRgV1FDD5K/9RNmOx6uezeEPaqnmM5nhgHsfrjFamDyZj1uhEskV+rVB+hpklp8yRlLGijhHpMwPgvKxLYDJFxVLJy+apIFaFIHI2tcaxiOygeMkKd4XHKLF621bX9ONY0Ph1K40L4zMqqjhGNQkVPzoWUQMWJVOUJ4pp5J/RZbwovvz9qOlSYImzkvjVGqrxQLn2sB9CNQ9RLERyqlhC/WUxF+mLzVONGs6L/JLxxHxO8YCIZKzoYNW3ZFV3EBWzKAAi5qJCutzLnFolRKSN8mRKZUBeVWBl4zzvewUn0+WCxZ6q8VCFDcGKIF7H+96XcF3GK0uOKnFEiS8ryoisSPtx0ecRiPwp0lUUpxmvzEcYXRVr/lo0xq8RFVXF8xr9+/zFeGMJee/4jPTmoeKE2RtlyQreMse/Mr2jTf2r54vJGsmi/En5L+aTTF+qOVFIfw+TOYjqJlkiVZ1CltgY/apQaxF1456XrOv1tCJeo04Pxx3uDRM6s6nnR/EW2VQVPOYrUafI5iFNdl+tu2YNpFUpwkxHSVEeYtOW/C1ZxZ/nUcWzmp8VKrQvQxZzUVPG9J7FZjYu0p/Sgb9ug+y5sKN0zvhWuWp5z+ZHtvN0ovXW5o6obqyxSyavmsPWZPf8NKRT/tKPKobYaXpmsiLn5/sxvos4RaHEz0qZqmvzQF3h2EXWqPtCnY5GtH6UXJk9lIy4DtqadY7ss6eJdBkPKA/yw3wtsqm/73mo6AjpIN8jgPZg67BkGSU+5aNeFnyPcyO/iHxouY66VjxkSTYrDJFf+c+K9z0RFbPIx7z9mB6RDtM/m6tsjLZQOkOZVNHz95mdvXzMFyP7+bVUHYt8P/3j615xTHCmgKxyKydnyWwPREkmCwiWICrrMednBts7IFXRY8GgHNDTYryyRJg1CMgj+6wcmQWT4icKMGVTTEL+GqMVJWdGfxSiArRcj5IcGx/FasQDXkN/woTs+Y4aLuQha5aQLkvMEVQiZXGyF1hTEzUMOK7apOE66O+enp/D6gQWNSYD4z+rNVGsqrwR+bGKV+UjpT++7pnFwFLVntHwc7ICyu5F46IAQh6izxhQLMiiBI7OwtbIZPd6HZ1coyZG2TAq+CpwcQ6OV90jvmdJEwt81qmye8qmTBYlXzbGy7l3sVRQCTCKleU+vq/EbOT/SIuNUcnYX2ONi7IPS9g434+p8HgqWzL5WWFariNPzMaYr1kBZDzg2stnpV+2Jsqg1kTbVmhFMqg11jYhZsV/II2LZh2bCgLlAP59NYgZr5HxMVkyHrFbitby8vi12PqZQ/lrLDmMBiYHlqQYosYnaziUvv3c6ros4bGGidlU6ZPZDYsyS1CsAUTZcY2RNmUJNCqKmDC9nKyZUTGj/B6Lj6fHCi6LG08ni9tIL14HjCfFI1sb5zD9jYYqgv4+G4PFMNI7i72KvnCuyl+4pirwXu+MLqsdTG6UP2ooPCo52sziL/2Y3X747AVRRSKq9pUCSxkhfG5JPCyhoiwq+VfWZMmZGbXCk7s/smreIxDTAeNzrU4q9lIBwPQXNSIoh+IlsnMFFX+vXD9giE2b+wcJK9Yu230NPXWN0VJzlX8pf1L0ouYo4z/TjciZw2IUbZrZKeM5a4ii3M7Wi8bhHMULo13ln6HiH+yV0XD83Fpw1f/D9ER9R5DBV23VIWU8eDrs3lawTkp1J2vWZw7J1sLxfhzr6o6F1zlznEoHx8b58WsLKs5RPHl7ZMVXdamItTZVycXLwK77+1saPQXmJ1nDGl33NP04vKYK0qIjvw6uxXIHxgnSUXyy2FS+gJ8jH2KvLB+MtCXjV+VLtA+OV3pTNlRrIi0VpypHejt6u1doRnJ7GdCfVA7LcmmpliVE+kJIOWEWnGrcGkeLgn4rHZaEo24r626iAsKMjXSTe0N3mFFH5xElFKa3qkNWCupaZL4X2XmZH9le2WdLXCxkNgl6Gx/csoq4ULbKfK/q96ijTPbIBkwOZVvlc0yGKL6UXFWZD69Dd5hVvUW6R1nWvF+jHxZnnueIRsS3vx75q+KB0Y/mIt/MpukzTNZhAVEqIHYUvhtYxvvPCp4uU84aYHfDOhumUBzL6EZdIVs/0ptHpp+18LZgPCoelFPhK+oYP7PxyxprkQUn6nqZk+lAJdeowHjaUSIf0Rwwup6vyJ7VxoYlReYHyo+ZbfBeNMbTR39CHpmP+bkVeNnYnOU+i929wGRSxZ/dQ/mz5idqYtDH1ZxId8gX41sVNBwf5eaoiKr76h4i/bUSL3C144icihWQiuNFCX4rVAJTyZQVRRZI/jr7wbWRxh6yIt/Vjks5qbKxSjxRwKxJbB5r5qiizRKCos0Kp0okeL/q51vAbMp4yJpPTFB+fqV59P6rmsjMZoy2kk+tgXby/GHBZeNZY+DXxwK9h11Rl1HuxfeqsVG6jWyiGhXkU+nC85/FSyQT4xvpK0T+ysZG9NIdZiUZIgPMAXEcdgwZH4zOMWAKj5xHJdyoq1U6Qodj658iGFWnppoaVvT9XJZoPZ295PH0GU8IJgPTOyZm5t8skbBErXg8FtH6UfBHdlCyZLHB4hzfo4+v9RNlN5bE0V/xWhTzqmHY0gQcg2pjyn78WOaTrOlAqDWRtrKjp8F4y/KfauL8XMYn8qD0iPxm/lf603gYQGpBllTY4lUHU4F0jIMyXiLZVFApPiJjKAdV8rjxIyPynm8+Z/pg/ChekQ4bw5w+GleFKhbKtpHt1Fi8n9FnYxydITZt5BuVyPdynfGr7B3FOKPPUPGxiFYUY1E+iHis2Csbi+NH2vNA+568G/nbmntVf2Xys88eia+ncRmtz+ZHa4MupZ6RHtHHrcnpt2S9ICio6g78PBUYUaFW448tlp7eAuxMmAxojKxY+s5H0cNxiqfR8GtHiVLZb7mWdXR+nAoanI88VpHRxzEsuJiPK/7W8FBtEo7BQncN38rXPTDG8Rqui36B9PFV2UglXeQbr7P1K3HL6Kp1UIY9YhVzTlYk1jaGiCwWmYwqtlmTxuipIsX48LmoYj/GJ15jazIZEOG/91JEVWAoprc6lkrqx6DSNVUSyTI3MqAfEyVkNg/5GIWsKUDnVLxu5U0F0TFQ9FgSYZ0tzlH8MN1EzeKCKPmOAEtCLPlEiRevIa8q0VWaRwaVxDJdRXZak0wrMR0Vj6gwj4IqPoxXlaOzArZcV9eUXbC58OtG/Ku8ovwlKsRRrmQxyOjg2CxOS1/6Wd6zjkItzIRgdDPsmWhUAmBBEfGmxrIgVbryNFRgjkLEA/KN79nOAMfhddUBbymUSh/YxKnON/NJZRdMQMw+WRKIivGxiHYZjCfFm7/udcaaqaxgMd2rQhXJxZp0Ng7lZM0Rk8+Pj4qR0t1oKHmZDP4eyhGNVXpgvLB5qhZEfsFqg7IbK8h+bjXWIn62NHrhDnNN5a06j0owlcAZgShhZwkRx0TX8L5fP7rnHUZ1Y8cga2pU0VE8oUMqJ2QdMJuT6XKrHyD/EX9sPLNT9T1LxKNsivSiQpgV7ihZRAW50ghg7uojNQAACMFJREFUEmdFIWsUK/wrWzEfzdbGool09mxqPZ/IH+M9y2v+euTruH5F18z3IltgwxWtw2RHGTIekYaKEX9P1rmka+tMEUqoiHnGxF4dWhWqGWBBgeMqDQQLsEw3wtmGKaqJP7sVXVN6qTZUFTtXkm4236+3RgbFS6XIsPU9H+qeDbKpj9HI55h/Kf4revNjkxxC56m5KsYq60eFQjUtUcOjePb03ZyRyaxHcrH1mYyKbzbXX/PzIz+JkOVQvKfkyHjOZImagUjOw71bF0vPMHGhiLFKQKrr5yigTJlbk7fXCTOiClL/6nnYA4xuFnCRw2HX6O95OlkwrNF3RoPZk8mxNqijxBoVBk9XBfCxYJ10xCuOqTRDTBa1RtSps2QV5RQcizSi93797D6TVSVu9n4UomKh1lfxxeITaSo7M91neUrFsVo7ijWVm5m8qg5V1s/W9Fj1771w8aiKRwk2S2yngkom3smisf6eGU+6UQCisfwrc6aRYInHv0ZgdlbFMHLIrfbOCi4GgtclFoaIBwxAP0/RYt0vYu9mCGWN/BPnRoUU5zKdM7DcweZkhYg1aX48K+Lqmp+j8hHyksX/SCBvqvChDpXPLjQ9jci/s8KhdOHX8DwhsjyQFbw1dDxfXj4cE+X4BWnBXIALRuOywFEMnwMqmaqxVWcwu+08zJnU3GX8aN2wrspfV4VHOZOyaUXGvRINrrNcj7phFjSZn3qaWeKKEtkxQB6Qb8ZfpVGNYt37MfNxRQt1y3xQ+Q3GFNOrpxHFTia/koHxlxWWLVCxVCmUOE4VWDUW3yvdMF/zNlnThDA7sXWzxkvJjQ2CH6P8UKH0hwsWItVOwDtXlhxYgtujUFQRJVXGl5I9GhNdE/ocpozmfika16wkmIpdVMI+h62ZrP6e5yWbz+7h/KhxAB2MEjr8QxR+bc9fpUj5eQ8vJnTGbJ5hhC0iOVSzV/WJrBEB+iOduGe6jOJLFSAmO9JUsavoqTUYj0qOqGhmfstiT9ktGi9kv8XU6v9WohJAZjCmDCYUCnNqRAWzMh5R7Uoj/e1RMBkfkVMBP+UiEvnLKERFivGSNS3RvErws2skIIcooJH/h+mhkshyT9AsF6eo2Uv4lnxEzZRq2v39ir1RDv9ZJWbVOKrkegQezrsoV9bQR/eiBiWSrZqXs9hWBSor5hm9iK+sbqnPh7m3CJaOZDPmvbC4eBSUy9hljHo9FVBOL0uWKNVnr5dKkVA6GQmUrZL0Fp6q+lDBW9XDGqDOPH18z2yVBR2Ox/fqWhCIdeESeLso++B6qKe1/onvt8jj+cW1sVjhWL9+VByj+6opULJlDcRIKH0gbyw/oS2VLpl/eqgcgO9V3KEvRgUK5UIZ1dr+M8qn6DC7o+4ipL+HiVDdNlNCJZBUZzHaCRUyHllSVPdZx7SswZyc0VVd1mhkTQ0GlUoWbI5H1NWOAsoS6boaHFEywfvMZiqJjEbW/bPGiPEcNUrMx9fkBnZN6YX5vvKpKNkrW2OMet7wnorNSM5RQP4WsALA5uJ4xi9bQ+UFVbTVXAQ2tYyW0j+zWSQrsyWTn/HH5PMo7zBRWOVUKmAzZbI1RyBygKhzW0ubgXV6WSLN9HksWBJha7IkkqEanIwf/77S9Sr7Vfyx0vyw69g1ZzbcM6Gydav3lO2Z/TL/Q39SyZ0109Fcfx39IpqLPKsmQTU8fk7UQPjY2AuYd5n/q4bQj/Pj/TimW/8+ywtsrtcv8yFvL7U+yscKH9JSMjJajC8lM6L8e5jM8ZgBKouuXecYsC5FIepkFG3VMTFHyYql/7xXILJOijlZVFhUIYySVaUYqe6RFV9/Peo6s6IdBQ4mTmVDtT7zudFF1OuA6TKyD/KfxTXKx+YyOtE6FV9UNNnaUdFAWv5eprPo/p6I4tPLU5mTzVNg8lZ0wmK9EoNsruJJ+YPyvep6Sjfpl36iaswYjZLeWihDq7FRgkMo56vwlMkYFd7I4VWS6YO/9IPXVNGPxqxpLNh6LOAYD0q3EZ0Rts18yK9bsB+7NsqmDxOPfCpqfpgNMh1GNoySU/SZ8ZwV8WqsVYtK5C9RERoZoybybsRLphcWRwxZc1QtxMqG1cKEPFVyOpOP6QDpKt7Nbn+RK91hqkrOusTMWP5eBZUEECky4gPpr0W1U8L7KEPmMKM72Kj7w/UqhdSPXWvXKGlFfuXfL2OWz2sLeZRsPL9sPZwfBWTV3muBdvO8o56ZTvy9rHAiTbZ+1acrDaOK1zVxp/iJckHURLBre9k0Wkv5qvLdbA57j/wgHZUzIv/D16jJYfxUmgglj8odinemi/AZpk9A+BmF9kmDJTKfULY4mFduJKwfwwKMGWktH8wgLHHhK+rT01RrjQaTP+rKVHBkQbaWpyhJZYVbyZOBBROu6X16uYc6xPhQ9yN5RoAlQizkrLAzPrMxSAdzQ6YDBMsZaizKy+zF6Ks8oHITS84s5+0BFX8qVlkBQr9E+fw6FTBdqJwe6YX5GcujWGe8vIwPVquYf6j1Kryn/94rIqw6D3+fJZoRjhYlsD0LECb2SuJe41Rbk/9aRIklGsMakgqfyt4sIBRtlWgZ3xWwOVnCVHSyQrWWtypY7LGdACYT5D9LTkifNV5MX8p2rJDjHCWfX4slbVZ8VfHIchJrIqOmYzSQf2wS0BaRPyDdqDFhPsDkz5oj/5npG/XOmj4Wg4wm8s74Rn7X2rL030qQUQwsJlxUaGGNMrPnAisaqpCw8QjUX+YUZqf7pWjlyNEcLxOOw/FDBNhAi/nmgqiBY76uZMakn8TDKJv2yJbqOrOfH6fk9GOjMZVxio/I/1jcREm2Kh/yiTJEPneYMzRGIxmjJgbvV+M08gsVO1nc3CNQErPM5lmejOyn+FV0RG64xXD2pZ+JiYmJiYkJW/HH1ycmJiYmJu5nzII5MTExMTFRwCyYExMTExMTBcyCOTExMTExUcAsmBMTExMTEwXMgjkxMTExMVHA/wfu+Wb1+5rvugAAAABJRU5ErkJggg==)
对 G 分量进行位平面分解的结果
![png](data:image/png;base64,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)
对 B 分量进行位平面分解的结果
![png](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAcwAAADVCAYAAADadcBhAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAAgAElEQVR4nO19a6x1XVXemKhR4UNELVGC1dRqEE0gbdRqbaOJkpposUrxVsT+MNXW2KQxvalVoxAFf9QarU1ToF6TqsRULW2widibmIixjYoVDBRFtOH6cRELrv44e32M9znPM8aYa821z373O5/kZO8915zjMsd1zn3e87ZlWWxiYmJiYmIixqPuWoCJiYmJiYn7AbNgTkxMTExMFDAL5sTExMTERAGzYE5MTExMTBQwC+bExMTExEQBs2BOTExMTEwUcOcFs7X2Q621bx1E69tbaz86gtbEdkybXhemPa8P06bbcHjBbK29trX27tbaO1prb2mt/Xxr7WPX58uyfN2yLN95mvs5rbXfS+i9uLX2Jyd6b26tvay19uSj9Uhk+o2TPOvPe1trP3uXMh2JB8GmJ7k+r7X2ytbaO1trr2+tPeuuZToCD4I9Qab15wPuUqYj8SDYdEVr7SNaa/+3tfZfj+Z1rhPmFy3L8pCZfYyZ/aGZff9Oes8/0XuSmf2Rmb14J71dWJblU5Zleegk02PN7P+Y2U/epUxnwFXbtLX2FDP7cTP7ZjN7nJk9zcx+9S5lOhhXbc8Tnr/G6ennfXct0MF4EGxqZvY9ZvZb52B01ivZZVn+2Mx+ysyeso6dOpfvaq09xsxeamZPdB3gExN677KbpPap7Hlr7Sdba29srb2ttfZLrbVPAb4/cOq8Hm6tvaK19gnu+ZNPXdSbW2u/3XG6+Ktm9gQz++ni/PsaV2zTbzGzf7Usy0uXZXnvsixvWpblNZU9uZ9xxfZ8YHHNNm2tfeZJjhflO7EfZy2YrbVHm9mXmdkv47NlWd5pZl9gZm9wHeAbEnoPmdlXmdmviSkvNbNPtJsC9koz+zF4/hVm9h1m9ngze7WZPfdE9zFm9jK7cYonnOb9oDd8gOeY2U+d9Ll6XLFN/9Jp3f9qrf1Ba+1HW2sfEcl+Dbhie5qZ/d1TIv7V1tqXRnJfE67Vpu3mSv0HzOwbzOwsf+P1XAXzZ1prbzWzt5vZ55vZC3bS+6YTvVeb2UNm9jVs0rIsL1yW5eFlWd5jZt9uZk9trT3OTXnJsiy/sizLe+3GqE87jX+hmb12WZYXnU4Xr7SbE+MzI6FOjvlMu5yriiNx7TZ9kpk928y+1G6C/0Nt/5XWJePa7fkv7P1J/FvN7MWttb+8S8PLx7Xb9BvN7BXLspztq5IPPBOfL16W5RdOHcEzzOzlrbWnLMvyxo30vndZlm+JJpx4PdfM/qaZ/Rkz+9PTo48ys7ed3nv+77IbJzAz+zgz+4yTc6z4QDP7kUSuLzGzN5vZyzMFrgDXbtN3m9mLlmX53yfezzOzX6ipcl/iqu15Sr4r/kNr7cfsJl7/W67KfYurtenp2vgbzewvduqwC+f+DvN9y7K8xMzeZ2afzaYMZPeVduMkn2c3v7Tx8afxVlj7ejN7+bIsH+5+HlqW5euTdc8xsx9eHqD/AuaKbfo/7UzXPJeEK7YnYinyue9xpTb9dLv5ZabfbK290cy+z8w+/fTd6WG//Xzu7zBba+0ZdnN3zX6r6Q/N7CPh+L4VjzWz95jZm8zs0Wb2vI61P2dmn9Rae3Zr7YNOP5/WWvtktaC19iQz+1wz+7d7hL7fcMU2fZGZ/e3W2p87XbX/oxONq8a12rO19szW2kOttUe11p5uZn/LzP79XgXuB1ypTV9qN8X4aaeff2Y336k+7cjffj5XwfzZ1to77OYu/blm9pxlWX4DJy3L8ioz+wkz+93W2ltb8ttaCX7YzF5nZr9vZr9p5AtvhWVZHjazp5vZl5vZG+zmCuF7zOyDg2XPNrP/8SD8JuUJV23TZVleeOL3ihPP99jNFdC14qrtaWZ//8TnrXbzXd7XLsvyi1sFv09wtTZdluU9y7K8cf2xm+ve/7fjurmE9gDdHk5MTExMTGzGnf9pvImJiYmJifsBs2BOTExMTEwUMAvmxMTExMREAbNgTkxMTExMFDAL5sTExMTERAHhX/pprR32K7Tzt3O7MOwfWB9pUwa0c2u5KsuylOYxPus6z5eNReMZWmsj/HeITb09R8eUtwHub8Rz3R+2vpc345vJssV3etcgv2VZRv4RhEc2a4tckuhJz0pMRnbFNX7/IjsfbVOUI/JD5Zsg4y2md3LCnMXyulAJktZa6vSV4PC81vfInxXPNXC8HOt4hGoyuTTsSbRoK7XnLPGyhFfxD/8eabBEuyZDT7/Hx5QMVWwtznswwu+igoH7yYC2YEXY26HHpkyGrXkDZarQqxT9c/0tWTO7PxLNRD+iU4dPbtj9KTqZn7BAUPN84CDfqMtU3XiErSfWkdgrQ3YC8c1HdrKAExjlh7aMkiPyVEmRycxOGxmyoniuYjmqOLP9W+lX4lM1purV863IxHxpq01xz6LTrVrHfPZsJ8xZLB8MoPOvUIXKr6uc+Kr8sznI18u1pUj2rhuN6rVYBFUsmV1YQ6Fs2CMPO2H03AKwxLulSGbrzmF3dQXaA3UjoGJN2XWrDN6e57Jp5H+sue+hfZYT5iyW14VqB1qldRTYSSTqXtmJtEo/oqk+XxKykyVD74mtF9GJhu19dgKpNlLZqUbJd2lg9lH7lZ24mK4V20fFS51qt9pUnZ6RryqaFXuGfxqv7fwFkUt3qPsIw7LSXpuOwLn8QgVbNL8aPOqaWSUWMj78l35W9J6Qt8zH04+isfV01yNHRK96Fat0Uo0hOc0f8ks/jxDv3Ee0U3b7oPRVNw5V9DQYPdfmqnmJYl7FLMrmxm4JcljBnMVyKC62YDLHzRz/LnyjUizNtl3HdhTJe6aUGcUyDC2Y6nPvjULvyfOIYtkrR7SmwO/OCyYrlOva6NSM4xv9ma5RcrJ5W2ya5ZvMpgluLRr+Haa/q564PuAVB15hZg5/Kb7hvxcxq3W//gef+dcKvZHAfWUyekQ64LWW6sIjW28plntPomwPMhr+h9HvoTcazD+rPqUKyEoz2qvo6rVnD7JbB6Ub+ljlKpXxq9o0ixXE0IJ5Kclw4niw7wjUdw9+3l2hkvxU56to3GVC9egJepYwzW534tgI+U5eXT/3Jh+UaSuq18GRfdUV311ha3OpigYrnlhwKqjauNIEsefZabOSV1ROiuaW9R91JXvXDnblOPuVbPV65ESzxPsSfIR136MKYad+h13Jrsiu5oDOPevwWUW3vU3DVv/Irhy3FsJO2x96JbtCnfqZjmwOu7ZV9q2c0jNUi6ufH8mI/qzWI+/oOjfQZ/x3mJeQBB8A3Ol3mFsLSiVR3wWyRMHmZ9hQZM7yHaZKKn6u+k5onVspOiNP2L1FDRPqCPrR9Z+gd7bvMJksyo4g4z30WOFl/LqF31l8lR6qYDKeWbFE2mwua4J2FcxLSoJXjos5YVavMC61WG5FNSF36DqsYFZOzNkpgtkrSSa3aIzEUSdBT7/imx23J0MLptrjyumqcuI+VxPU4ydKl/VZdKpWcxiqN2dGYnTTv8O8hgQ4UYeyd1Q875dC2SNncsLYTX8LkHbv9asaixLyOexaSXwM1VNmRDtLqFuveKuIbIHvs2tXJvs6ruaNbIAqJ70IVRt5nSrzIx6R73X/0s/9kAQn6ogSrscanD5I/fsKjUvEXn/O1p8zXnr2fS18PtFg0o1OMyuOtrEqHh4jT7vZ+kqzMRLeFp6PKoiscPj1zKaq+Byhi5Lby7RFhsgGW2yq+JcL5rk6y4nzgiWkvR3niA4cCzQr2KOg6PnGYAS9I4GnDzxFKFSS5Yi49wWa/USIvptjcmY3IltOrWrsHMUS7YrF0M9fX7GxxblH2BTHM73UZ5wb5ZOqnyvZkRfj4VEqmHs39344aTxIiBJA1dZRd7sH1YI4snhGCTbqPtWJ69yNJTv1V79/ZMDrvj3Ak2qUzCMfyk6a3lZRAxSdkpWtFa+j7YzFgMmpmgl1Ko0+M5oRomaLNW+4VhU/Ngf9m/mzah7wmd9PPH1nuqcFc4tTnOuIP9EPdArVaUWd7DoHP29NsHuL3xGnzhXVYL+EpjCS1ScIlkxYzG6NW1/8IttiEsx4Zyfl3tOq57clZx3pc5UTWNREsFMZNi9bm2SUjTVBaP8oz1R1UmB6s2ahomd2cxD+0s+egJm4TGDHpZJoT0c/Qp4R2NP1V65jotPP1uu+0cBuGeWqdtJ7+K98eoE2YHIqutk1ZcSP0YpOnepUNwrqBIUy+ufMrqogVcYUlH8xHdiaLYUMeWUNctYUqVNntP6RZ4mwXdFfMfT9ijvWZ1hEttM/Qzi9v/WcnUCjk0iGaM8iWhGvLCn32Ild+yD/alLoxCibhowxkVb0qtDznx8RRNilklyVDRg9fK7oqFNahV7m50SXoTEayaSKVlbIWLPMdFF5Qc3J4oPZQZ3oe2rIVptGPgJrbxEdWjD34tqK7ECMbGHv2eCtxbA6v7dgbil2W+lUk71at9NXh9h0Ta5R8vTPV+w5ZeA6pLnHpyp82PyqTSI6VVnFXh9SMD0/L6vj+8h7Pz96HtFkc5Emo6PiJCuOmcxZs9UrL5vDZD09u7X4bP+BdAWzWJ4H65VGb2Lr6cCzeXuLpZ+/XvX0APlnyaNSSO8KLIH7V0wEUcLKUOnk2dVblbba7woqOnifQd5V+OS6Rc4K0E7o436flG2jorH3xO15qX1n8dlzGkU9I1mitYynau4y3z3LfyA9cTmIOk2ESsBHyDACqvvukQsDBoOxp1E4R1HNEj/a18s1Qr7oBF6Zy9ayk8mWAoyyeBo9twTM9kcVSo9Ks6mapYq/smKBaxXdTEYPT7fHpuoU7OVlNsG5jFbWMCi/uLiCea5E04NLlGkvKh3y0UnhyD3NaFcScHQNtZf/SFT1OLccW/iyxMhob6G5Nen3NJmjkfFiuWnvbQvyVrcSW+h7Or03XBG23AxlDQnbx4srmJeIay2W+H79jFAd2FYnv+v9rCQgdY3Te3XHMFJ/1WFHhUbZeI9c576yrn49UL2W7OVZ5b8F7FQUyap06+WZnShH6KkKcG8To2Ix2qfoarY6fnEFEw03MRbqGoM9i8bP1WHfBdD/2BUV+1zBufw74rP3VKLoHqHTnpONQtQsbmmIRuudfR3Qcw3ey3PFEfuOvFRj6mWoxkpm01H6XNQv/ZiN/75sDy5BhtGIThzsdHXO66dLhOrwWSBXfPfI0wjywGv39f3eBH+uYqnob+G/+nXP92lsb3t4bsUqJ2vcsq8JtsQr7s250HsVjkD74J7hCZ19T8t4Rnt4cQXT7O6v7FY8CMVCJVx1qtqLu97Prddw7HoMgxHpn8OPo1PkCvwuysvbC0zY57QnJvWeE96qs7ITflZ2ZzKNBurFZGevW2XBGyf0nSP9OLtOjnizOPS27LVpqeFNNuPslevc34VkclxI8R6WlZr4/zBZ5zqqYWAnsbvc16pO6gSpTiOsOw2uuUfZlG4kynrpX3X0ysb061m3rlW81Z4FvIbGKLtKrDRGOFZFpRHZcnKN1mTFsDI/ukrOclo09/T5lhAXd8LE7vwuTiTsavJa4K9f/E90Xbd3H1gnfFcnzb3FUtFQdNGXRvsUO31kPPfufdSdb8WWYtnDN7qS6/F5PKEf4ces+fJ88US11aeqp2g/v8KrkruZT/qf6q2Bp8Vs6vcIn7O9TXle2gnTLP4C9xx8PS6kaB7SvXpUx7biQvbRzLYVzdGJceQJkyVXhiNOmB0nsEN47j1djhRrIK2FnYL853UM92GPn6oTWYQefpXrVUazehJVJ9Ae/4D9vPwTppnu/qpdwBac897+EoA6jkwmbP/wBHRubOG792prz5ytPCvXVlv2IaJxjqYWT1fIt4ItspVOHQf5c9T44PM9Nxj+lglpZKdpdWPFfpge/kQZ3QJEsiuomyB1K4PvGS6yYGYYlXRZEFY69fsZeP3gnTNLvFX6PeOIkcmHXV0dWazv4qpZ+S4+89hy/bnVH/bsBybqo661PQ8cuyubZrcbqoHJZMUYj05l/vnI63fMP/4KGnXZ0+R4euzUinz9uMLFFkwsXFmHUjViNJ/d6V8joiBg9/lVp/VrWUBjUFSuwDM7RM+9Hc9hzwqPo5K94s2STk+sqNhjSa5qz8g/WPfP+I62Z6bj1gK1FapZYDapyqBsFsV7VrxRzsh+ym64xyNuuJA30md+hToxXNwfLljBHCYrZFud99zfwVwKVIPATirZ3leaDDwhYBGN1lSfM1kvzZ6jfYwlCMYPC0B2nVV9XrWnSrYR1Cmgun4rsoR65E1UFI/sfWU/WPHviVkE6q5O/6o4qZyyZy8z31ONI7OjonORJ0ymwJHOiTyu+XSJ3d9R+4pQHfwqx0g+UfHfQ5e93yPbCCi5WEFT63qhkjQ7ufjPW6H8ZK8O7L3/zJp0VbyPgkrye24N2HuvK/tZn3ufyhqq6ETJZBm5l3gSZ02duv1A2TwurmBmmzgq4fgNY1cSl3YqOQKYYHEfevY6626jeaP2GhsApt8Wmv4V32+hdSTw1LG1SEdXqXg9yIrmyGaIJbKt9mRNRHQqifQ9ogFCmVTBUqf5nlhiMRLlPowBVQzVnjBZozzcowfS98Wfzcf9qzZBF3slu8I76ciTQkRrdLdzSVBXJrgvrNiMShBRB79l31FmlkxGFI4jE+QoRHZiJ6nKfme0lO+o8SyhYkFSp9k9DdD6PmrIMe/0XPcdgco+Zo1rdELtuSJVe6Po4roo3/Ri6w2A0jey50WdMJWxM6P08qiehs6Bcydg1SWqorNXvux0ic65hS8WXpZQRpwKqzTO6UNqvyoyZHMyuplt/TzV9LJTBpMD6WxFJD/jo05clUK6B9FeRSenjF50SlWFQump7K+aKTYH7c6augyZ3p5/VBArtzKlP1xwjg4q25jIkD3ooXNBp8yRVXXBILnnYaHjLjMKaEVrqvbAAFBBWE3sEc/Rjc0y6A8XNPenDqu+XSmU0WlD7as6CUZ8lFzM71iy6y1a0Xx12mCykfWHxGhkv8pJ3K9RJ7tKjFfWMd7KZpk80WkYEcmPdNR7pHUau7URpSvZSyyW63hvIouS8blPe3eFkQUl49FLN0oU2Qm1Z901A/fEj+GpQq3rKZb4mZ0qoo5eycFsOyoXRQWefT7HocHLhvyjZjGSrdJIVvYWCw07CarTOMrQ00T1otqs+efR/iKGXsmqq4JszR5+R+JaEy0LIBZ4q3P3nrKqjup5+M97TrEjk9pRCXI03WoDFCW1SK6t8u5dV1nfw0Nd96kThspnW5vBHqhGJzshq+KIsrKmRsnhfyIfUryiW4HsFNlzusx0YDQxPjKEBdMrfBSyhHd0V+cd4WhcYgH2yUkVrq3XXpXP2dwKL0YjKw4ZmP5qXi9G+gG72sLkqnj3nOK3YMs6L7d/zWyR8WKnblYU1QkpsvM5Tp7R6c0sPllVipsC+lOvrmyNuhpFZHmZ2XR9z4qikp/dKiiEBbOn0xuFHkPuRUWvc56Yz4moG4yw1xf2BG8FUVBkUInmnP7fC3UCwtsB/0zR2XKDEBVndhKr+pc/WflxdXLqOfFkMjI6lxTXUQOhrj8rJ0lPr9pssuKEvFDeyLbq9KfGKk2hKrxsDzOdh17J9l7d9c4dhS1d5B70ntCORNaxmd3uwP376hXIuZHJzqCSZeXGYYuv3+UVL9O1Kk+kK0vKmIDUdRjCr8UkiqfoinxYfBVPJleFx1G5K5IV/ZvtE5OtpxlkRdfTZwUx08X7QcS7chpkz6PTZpQHKkXa46L+WUkVexxVGYsF61acI6i2IrvaMdPXnGzupQEDLjo5q+si/8p8Yqv+R/hC5SpKyVC9VcjQW3TY+ooMygfZqQXXsFPHSof5gEq6FX32olqQmH+rm4X12RZZvEyqKEWNkS+06sSr5K/YtKpXdMpFWSWNhFn3Dvcm1mqwbunoMzpRZ7qlQBx4khyZaRcV/Ez+6EpDMgg6R5bQe+lHPBnNkfKPwjLwn5UoeZl/s33JYkvZjPFkdNmcjD7KyuZFnzOeCpnswfgwB2nwf9YqO2WndTWn6hvqeRZPym5+bXWfq37EZGN8cQ2j5Z7dejD8hNlbLCrzRxXLjMf6M4LPpZ0sVzBHzrrt6kmB8cgwslhG9LecEHv13iLfXrBig520n7flhNlz+mMnEJQXf9hz5DsyBygZowYia7BHIvNVn6ei03lUaLIDQVSQ1Bq1lsmIPqqeM3ooV6SHl53N6bXl8IJZVbSX5khaCNXhbqEbdU6XAObwUaJluuyxhQrUPfulnN4HSnbajBLBllO2km+0X6gE6AtP1BCNwqhmk+mBfNbXKC9EhYGdRCK60clkZG5CeFnQl9kJm8nIaFY/V2Km4lNRE6T4sdwQNXgqX7GmUTVplTpw+Amz4kznLi6qCGTFNKLH3l8iKtcgmPy2dNTRmsjh9yC6akIZorWVdT0+O6Ihi2hXigb6N0tIUfKLTqqjgXZkCTBrUHFf2CkDEznSVSeT6ml6K6KTNerKmkPUp9pU9Nwk7AU2A+tYJI+yKSt2LC7YHuJJndG7h0Zi7E2eMCLBHomeor63OAzC0O9HzGrXqnuT48iTaZUX64oreqiitnUPstPWctB3mNFpVhUQnK/kZnt8BJjdWEJU8/1YVU6VnJXOhOdI574lsC8Cyrd7Tpxqz45qiKLTvSqCKFMmNyuUWQ5SfNbpOHCW35K9tFNm9UR4IcVyOFRXvY6x+Uqv7NRWnbsX7Donkhvlik6kW5LHuRpAJnu1UYluGtQzv260jswXo1OyklclWTxJsJMM+o+HP42wz6NRPQGy+GU+UDm5jm6GKrljnYNFL8pLUZHFeXh6ZM+rttx8wlQC+ue3iF3YSdMj60wYlI7Z3mzA8BOmGZc1crzs1KRwzpPmyq+3W2ZzVVc8SMZRxOhp5MSDjqcEg5OKf74nuWYnIiUP0lDPs2eRPSP9ArqH3AJltwDZiczLreId6Ww9afbm0OyUiTSyU37VH6K8DbLfmnjIlawXkAm2de25sKdYrs+qSaQ499DrnnsYJUkwS2xVu9+1jT2qQdlTcLK5IwtmVCCZT1ZOipkOe4pmVgQi9CRHvyY6XfXOZY3UQHtag39WwuRTcm1pIkYUzYhmhp5iyeb0HlBYXIiDw7gr2UJC2LQuWnsO7C3ovcY7t67q2sE74FbbRbqrJHk0Ij7+GsgsbvJ6Cvy5mwFMbHjNxOZk8LasJN/ek0jUpKzP2Wfvv5Ukje8xUeIPyhHFy5E+7OXz8iu7eii5shM9Fo9en48ajfU5+4z7zdbjHLYvER//vrJW7eHmgrnHWZQTjqK/FaOKpZpzCacqLBJ+3CM6QUe0e4rmkVB6+ucelQ62JzlVn+8FBnjWnftnlVNAT9HsBRYqRksVZGW/SnHzcRo1j1lhPjeYjr2yqKLLTlxbZWT7ypoRfMU1mR3UKZs1SSqGWeMU4dBf+smYX0IBMYtPVR6V5LvX4c6FTMZKEkVghxrRGLU/7JQQJUOUoXrjsUXec/iBOhnhHA+0j2pysDtXGHna8glXJdDsBJUVQWzsmI4qkTMfO6op8vRZU4EFDwtptXlAuormFkSnRpTL883k8PqxOXhyxM84T61FlP4D6SNxpMNlqPKtJF5Pj+l0l3oyqK47Q9QRrnT865FFIzr1RGsqjQJLSqwzr55gq/x7oWSJTiFKtwoPRXMEek7H/rlKqixZM2QNR7TuiKKJvrYlvyibZs2u+lyhEdFldmB+qHhHxRbXoE+wYspoVXz6sF/66RXE7Pirjy1O3SN7JTg3YthGNPG3R4trNyfNqm17Zdtin2gO0s4CtQfgI6NsupjpK2Xkz1DVExNQdkLN6Cn66hmTucemUfKO6KG+uGb9GArSgUb+rbSSfWuTwNYiKnpX/MV/ZvwrfsTWqIav4p/K3rDmlnJnKZirAFWMTFKeXg8qvJnRlJPtxMjO4f0RvkPOasK6xTwI9F7+FV5bEvbW5BzRRTqjCmZz/0zI81r5BfwZrXIRypJyb/NYKfAsCWbrVHLP5kRys5i3wTEayaSKgyqeFVszOlEcVOxavZmo+FB2Ao7mKnmigrsuuUXjXAXTbFsB7Ok692LraeXgYml2UMHciz32HHEiyXjg+8o6LwfrVEfhqILp6IfJP+r88XmELJltbagyZDmh2hx4Wj1FYJ1/RMFkJ0zF2yMr8pXTWxQDvY1jdgreYiukl+XeqEAXiuzdFkyzfUnniIK0NwkeUBwZLrJgmo05abLkvicot9A4qjAGPIcVzKzQkzVDTpqISvLqTfR+bYU/W1M9EQcnjfS0NMqeJ7q3bg1U0aoUtK05qsLTz2Nr1/dejoiukkF9ZvQZ/56CuoLZ9OwF02x4p37f8I6QOMbwgtnTVVextxnaSmdPoVOFG+ckgSUTrvo8MMEuLJFtbSz3NB5+XZZQI/4jTjPRiUTxjXRgc0G/Q06YWQFHeaO5lcbBr6kWqgw9p0c/FvlCduJUc7I9RPFuDdxFwTQ7Txd/JHodrorq1cAOvL8KDzytbz2VVHEE7UqxrMoQFRfRTQ+/kt1SoIBW2KVXETUeEa+tYHqrZFg5VWc3HuIUN7Rgqmar4mf+M5N9HevxkUrzoJqkauPBnlVlVifarJGNmgBm07P88XWGkSebc6PSaW3V75z7MpKXd84jdDh3sax2w0gr4neOJnH0Kb+1/n82oWRYafnn+HkEMBmue49J1fPOimXnyWSYDmw8erbKg7KjjL3+qHT0tHHvkD7aPdq3la6fgzS9j1b0U3HK/FIhO2FOTExMTExM2B2eMCcmJiYmJu4nzII5MTExMTFRwCyYExMTExMTBcyCOTExMTExUcAsmBMTExMTEwXMgjkxMTExMVHALJgTExMTExMFzII5MTExMTFRwCyYExMTExMTBcyCOTExMTExUcAsmBMTExMTEwXMgjkxMTExMVHALJgTExMTExMFzII5MTExMTFRwCyYE9zTXqIAACAASURBVBMTExMTBcyCOTExMTExUcAsmBMTExMTEwXMgjkxMTExMVHALJgTExMTExMFzII5MTExMTFRwCyYExMTExMTBcyCOTExMTExUcAsmBMTExMTEwXMgjkxMTExMVHALJgTExMTExMFzII5MTExMTFRwCyYExMTExMTBcyCOTExMTExUcAsmBMTExMTEwXMgjkxMTExMVHALJgTExMTExMFzII5MTExMTFRwCyYExMTExMTBcyCOTExMTExUcAsmBMTExMTEwXMgjkxMTExMVHALJgTExMTExMFzII5MTExMTFRwJ0XzNbaD7XWvnUQrW9vrf3oCFoT2zFtel2Y9rw+TJtuw+EFs7X22tbau1tr72itvaW19vOttY9dny/L8nXLsnznae7ntNZ+L6H34tban5zovbm19rLW2pOP1iOR6fmttde31t7eWntda+2b71Keo/GA2PR7W2u/01p7uLX2qtbaV9+lPEfiAbHns1pr/7219q7W2i/epSznwANi0w9urb3wlHff2Fr7B0fzPNcJ84uWZXnIzD7GzP7QzL5/J73nn+g9ycz+yMxevJPeXvwbM3vysiwfZmafZWZf2Vr7kjuW6Whcu03faWZfZGaPM7PnmNn3tdY+625FOhTXbs83m9k/N7PvvmM5zolrt+m3m9knmtnHmdnnmtk/bK39tSMZnvVKdlmWPzaznzKzp6xjp87lu1prjzGzl5rZE09dzDtaa09M6L3LzH7czD6VPW+t/eSp83hba+2XWmufAnx/4NR5Pdxae0Vr7RPc8yefuqg3t9Z+u7X2rECO316W5Z1u6E/N7M/Hu3EduGKbftuyLK9aluVPl2V5hZn9FzP7zNqu3L+4Ynv+wrIs/87M3lDciqvBtdrUzL7azL5zWZa3LMvyW2b2r83sa9IN2YGzFszW2qPN7MvM7Jfx2angfIGZvWFZlodOP6Fzt9YeMrOvMrNfE1NeajcdyBPM7JVm9mPw/CvM7DvM7PFm9moze+6J7mPM7GV24xRPOM37QW94Iss/bq29w8x+z8wec1p79bhmmzqZPtTMPs3MfiObe7/jQbDng4ZrtGlr7fFm9kQz+3U3/Otmdqj9z1Uwf6a19lYze7uZfb6ZvWAnvW860Xu1mT1koqtYluWFy7I8vCzLe+zm+P7U1trj3JSXLMvyK8uyvNdujPq00/gXmtlrl2V50bIs712W5ZVm9tNm9kwl0LIs321mjzWzv2BmP2Jmb9uj4H2Aq7epww/ZTTD+pw163S94kOz5oOCabfrQ6dXn2bfZTQ4+DOcqmF+8LMuHm9kHm9k3mNnLW2sfvYPe9y7L8uHLsnz0six/fVmW1+CE1toHtNa+u7X2mtba283stadHH+WmvdG9f5e93wgfZ2af0Vp76/pjNx1VKPNyg18zs3fbTQd1zXggbNpae4HdXD09a1mWZZtq9wUeCHs+YLhmm77j9PphbuzDzOzhfrXqOPd3mO9bluUlZvY+M/tsNmUgu680s2eY2efZzS9ufPxpvBXWvt7MXn5yjvXnoWVZvr7I+wPN7BPSWVeAa7Zpa+077Oa66unLsrx9n+j3B67Zng8qrtGmy7K8xcz+wMye6oafagd/bXLu7zBba+0ZdnN3/Vtkyh+a2UfC8X0rHmtm7zGzN5nZo83seR1rf87MPqm19uzW2gedfj6ttfbJOLG19qjW2t9prT3+pN+nm9nfM7P/PECHi8c12tTMrLX2T+wm+D9/WZY37RX8fsEV2/MDWmsfYjfN7KNaax/SWvugvQrcD7hWm5rZD5vZt5xy75PN7Gvt4N/cPVfB/NnTL8S83W6+4H3Osiy3OoFlWV5lZj9hZr97OpKHv62V4IfN7HVm9vtm9ptGvvBWWJblYTN7upl9ud38Vt0bzex77OZqg+FvmNlr7OY64Eft5te39/4K96Xj2m36PDP7s2b2O+39vz34T3fIfum4dns+226+KvmXZvZXTu//9VbB7xNcu02/zW7y7uvM7OVm9oJlWf7jZskLaNf9tczExMTExMQY3PmfxpuYmJiYmLgfMAvmxMTExMREAbNgTkxMTExMFDAL5sTExMTERAEfGD1srT3yG0HLslhrt/8pzTruX09rH3m+fo5+wYjN9zzYPLWG0UCZGS01rtYzOXEvIr3xGfJy6yv/hqmKe4Rhe8Be1zm4hunE5uL8jNctoYkcSKeyJpOd0Y6eqf1j/GEvhti0tbawvWY8UU6vi9JB0YnoebpqP/3naJ+rY1Fe2LpGxbCQ95AYjXwp2rvqXOYfSCv6HO11dTyqGxmtLOdmsRjVChajYcF0C2XArOP+dVkWGnSoKPLAZ1ExQYOxTY0KFePpZUeefkwlEyaTcvRIHs/nqN9iZvvpZfbyrHJXi39UKBC4J5UEGtGKeCi51znIMyoCTFekx+TK9mMrlK+qMdQb/ZrJjfyUvfE5yuJpqthDGiqGIj6RzbP8o+KjIsNeRD7p7cT0y/Y5m+M/e5pK14imkovZS+V9poPyhcif1FpVrxQ2XclGiWkVLpqHwGBlzrEqpZIY8mM02VwWGBk9FaCsIGaJGteijEckV+S7vrI9qXRiag9U4WRJad3fSnAyvjjOEov3oajpwddKQlS+cVTDg7wjn8wKYo/PRjZj9lFrEGgDpoOKR5ZscU3UwHh6ymcZfUZvBNBHlR9F+ZbFH85VsclysQezJ9trxh/XK9sq/lltiXK2ahqYjRX98N9httOVbKVDiQQHmvc8Z3QjA7Gi5OexhKUCFOcoOaKiEXU+GU/1nug3smo+QrhnH1EHfBY5tdqXyt5FayJESY/pmgV2pKPyaZVsTmOjbHpLKRWrWUOX7VW2xq/b4wORrFF8s/3v0TvSP8t/y4Ffm3gZHL8wD0f5lc1BullMqFiq8GayR3ZkfCK/y+KwGtdGYjT7wwVLpHiGLLlGRQXXqOdevgo9JgsLrCgYGaIArzpOQGNYMDb4XhrlZDrhfC9bRCvbE7YWeUeByRAFRqZH1kRV9oiNiQQwxKbNfYfJdIG55fiKmr+sOYzGeu2JMmWJOssFyj+j+Yo2vB8ao1nDkBW1yMez5sDPXxHFNFsTye3p9SBrxrK1Pf6zPsK5w39LdlnuPWK3dvuqDYX0r36NwvqM0Y3W+HUrT88HHQmfMV3Z56oB19f1B9f1OlQV1aTF5MnswgKS+YDS2/sO8vV2Q79BWqoQZAWD+WlPI4aJaP18TluacblVTLKYZXw8L8aXFTZcg/ZhNsXPLEEyf2B8I72YDEw3lLsnzvci4qviU8WB1y8qHqoIR/IhD+RbKXLohyzOVU6OcgLmpCivZ7YtnTDvWVB0EpYIqQBB18LWq43PimbU2bCuLeqolFxMZ0YjWi9kHnrdowpbuKhgo2hNxZaIzH+UHddnUYNWsZeiG6FjPw85YZ7Gwj2PYkntYVYoMCn2+EUWf5FskQ8osDWZ7Fn+skE3BieaC7PRFnsyHbI9x/lIS+WzKEdEY6OeV/JBZHv8zGL00IKp1kaJja2pBG1GoyprpZhUEwLjEQVjUCAOCUY3dg/fvZ1z5phZx1nYjzSpZR2un5MViaSZSXkKGYcVTEH/EZmi5Kv2uqfZxfWeRuQLWSPCaPQ0epU4rOgWyehoDG9qV9qVWPEyR3ubFTs1j9HPmk4lk9Iti9kqP9wXvzaiQ+bfsml6Jdsa/421CKsw67pMCU9/Xbf+IK1ITjUeyev5Z0UQ56vnfgx5s3n4LJNlD9h+ejm9rdQPrlF64hrPn40zWVegj6iGDH1NJb0oYVZ8DWXzOjEdK3GzBciDxY/Xie05SxzRvuD+4H4oGpiwsvXKzj0xiONRsWHyqDhhMTMaLG5wvMrf+6VfF+0v20dVlNHvkY9/jdb5535/8XnkI2gXtj8Yn35utJ/dJ0zPEIXMujn2DGmyjYiKXrUTjlDpbjwdfK66UZYUsu5L6HS2E6bnqxJH9JzpxhAlzKjrjGTu4RHxYTpG/q7eexmI3UfZdGGyrXy2yufnVmNbJVSkEfG8pZywIaPF9KuORY0F0xOfDbTnrRhVuqI8mY8LXql/ZLmM+UgWu5X9j+ix8S06Jjn6FsPSHy5QiDoOL4Ca78cZqkmRdRKqO1N8KklROabquFShrySKjMYIsC6r0gxEe5Xtoeft52S0UJbMpl4f/Kz0xrVMNj/m5az4j9J3FFAe/Fzhj/Liq5/nefixSixgzEaJz+9rFg+Vxk75G+6Zf472zRrCPaj4Jc7zn/1a1dgwmmhr1Hd9pvZf2V7J2BMHkW/05gK/hukVydX9W7IsKaLQzABRx+TH8L1yYo91jv9BWSNDex08TaZntA9+nBUfRovtzVEJlcnhZfFzInuwZNnDF3X3exbtK0t0mZNX5VPJkO3NOoftUW8B2IuoGKoioPa7Mp/x8XEXxWhP0o54Kd9kcxWixJ6N9zQgW8D2EHMp20/mk9hAefpeD8zfUR6KcrGn39PYIE+UjcmOtNQzFrNMd3xO5U6MveDG+WSijNZTAKLNjYKhAmWAyNisI1XjLCmq/VFzI95elS7FY9y6wvP8H2EY2NnPxXm4fn3v11VtoWRkPsP2mcmqaCIN1I3Jn+mR7N8om96K0RXKNl5eNq72o7KezQmFD+INdfDzGR2mA5Ml0y+LUybHQHuaGf/jIlmsZXZWz9VYFsPsc5ajs9hFXkz26HnmJ8gnyuFG8m75L/2goFFBiQTNAlUZa09gRp1SdU2wqbdoZY2EMm6QDIYFYxN/vQl16mkwsvm9Du3pBnqEclR8IkpGkb2zZ1m8qGDciIXJ76GaNpWooqbD08zszcayhgfnMl6RvJW1WZFgOmdJ3A5sapVckcyV9TjvHgEK+am3ODOemWy9MRbZ2K8tNkW3BstXsiujqDPwr5GwymDrezamZMoSY0QDZfTye1mYPD0dEpMD98LTU+MjoJyczWOOvMqm9s47KuqkZEA6nhb+ZDSiAKzYdx1DnRgfJcueRqAXq/ysUPhnyF/ppGJYFQy0d09yR/k9XeTF+Kr9YPui5lZp9TQMI4BxsI4x/igX5hZVoHAcY7tqO7Qh0s9ijfFTBdKv82uimqJyOL5HOgylguk3LDIUA3N2P7/aYfgxljxVsLMEouRDx2D8kZ7nh5+V/lmCZQEyEiqJMFuoJoatx8TN1rLP3n5sX/G954V7j/vLCoaizxKNH1OBp4oJw1HJFWPUP0Pe1STDZI8ajPU92oolftXIsPnIn9mNgcUu8wclj9eH6eWfj0aUX1hxYnrgeNQA4Rj6CstJ0Xu2J8zOyj9VvKm6oWIwiu9e+c2KBROTDIIlKdY5IC0MALahWSenCi7yx0SY6ZuNZ07MdMwSbKbraCjHiHgrp2Y2YHvOmgtPO2omcK+jAFLJUj33c9S8LOEovqjfkUVzfc98EfVjcevXR8UgijmW6FgxxBjxPz3x6umyWEc6Eb1Ib9xLthejUCnkkf0qunrgPqmmgjVdFZtXbYh+pfRnnxUdL0+lyEaydp0w/WdULAtCpMU2UxVEpVw0JwqSzDBqjAU4jrPAZd1Otj9qP0ZA7be3DSYHps8KNs544JjahyzZseSL9BiiQEI6mNgxkaN/RL67JYFVwWyFuqCuzK9ZAxT5La73z1Fv/JwVLE9Tzc2aDxafUSFV+YvJp5qTUWA+6vmz92wfFB1VeFhjpfInguW6KOeuNCO5sSmIGgS1F5nOKEeWe9OCqQzEAhE/V4oV8oo2NTIKK2ZRkWK8Kgk3m+dpYxBGrz08jkQWGOucLFg9jSxps+RVSZieByZ55J0lapVAVzrIF+XEsSg+RoPpyRI76uAR6eznoO0wJnE/2J6ypkMVMtUAqDyCOmQ2ZckV5WQNBZs/EpUmCG2t8jOjy5qaLN4xt6lYjRpFleMrcuNc3CfkjfR6/EnJkf7hAuZQap7qMNl7tq4KLESKF9ucKi+VdCuGyHRCR0I5VdIZDWUTnMPkYEk5kzlKwkomVRhxLdKOggOTkWqgPC0lX8TPvz8iqXq6mNwZouYM90DFPfODqnz+cyWXqILI4juSF4H7w+yoknrknyOh/LnqoxndbH4UT1FDk+WT9RkrwpFcKg8xX1T5Nco/1TjdfMJUAqxMWSBn9Pz6aByL2PrKxlj3hAGmeOA421jsupgOuE7xODIAEcwmrABmAZA5mkqY6j3aUSVn1vxkzQrKyAIXfxi/KBmgn7AmcnQDxPih70d7g3uPujKZ2Rykp+RRMel5ZQVCJfko+UfFAuOX+UJUMI7AKlO0b6gPjmFuUn6B66IxpLeiUngVDyYzm8v0YeiJsyyv3DM3Cf5bD5nTrePKybEjrAie8cI1VdooH5MtmsvkwblIMyoamewnOsOqaIN/h8nkR6iErJAllGycFZ2oeDK+OObHlV2YbOozvqIeKDeZP8qm8g8XMJmYXPcQS+wV7VlW3LK9iuSM5rN4Y3wqhQZ5oxyKv42z5628G+nq9cjm+fnZc887ixP1HMfYMxXriEpDlr2PZBPy3hIkvJJljNRGRJ1GTyemuk5loEoCZ7R9p9LTJWaGjWSprK3Q2QPWVVaLZ3VepbhG/hL5TxRsEQ0lP9KPkiLyYeNIp8e3tiIr3DjXP8fPLL6zhgnnetoqxiqFEnVDmhGypitrznoagyPt7GXMGkeUWRUi1fBhHDCaUQyoOEc+uIds/5Cf8ku1T2yO4sXmKYRXsigsKuJ/MiP6NewZ8mUbyozn+fvNwlekq2gxoBHYM1bEkQ+jw+RTtEaBORQ2H8qeHpmDMt2ZnaqNAcrFAg/HVRAzH2O+jLJGScZ/Rr5HFVCV6NcxtQb9Fm2FscLsjLHD1nlkexYVaUy8aj5LrEp/JpvXjc2JcuIosL1hMijZcS2LcQ/lq4xmNIflXpXfVDyoAhz5stKdvWb1AN8juv/4uocqSkrAyAH9epWEVZejuiFWZLMCwYKUQSVGnJONsyCvFKutYPutbKaSRiafCkrllJHeaBdVrCpFi/lWJLfnGcmb2Wi0DT0iGZi+KgFj8WPzo2deBvQfllwjezK74XNsblBX1fyw/UG52I+fE9EcAbavqsHD/WJ+qnTJdMjsG8kX5UZsgDwNlCmqA/he6efnRU2V2lOP8h8uiIT3AqjxKKA9TRU8aBTWBTLn8QGr6LHCyqCcTRVARi8q9qwrOjIgVUFkMmzp+vwaTJxo6/U1S8pIM5NHFW9F369jfoF2UsGbJeqjoJIAPmPJDX0iaypxHBHxZk1HVFiZnCiLpxPZHZsE9tzrHxXaI2wZ5VQmV6WA+XVRs4KoNAtMFhUbKmbZenyNmgEms/cptp9+vt/TyKfT7zCVAyuHixIFKqTAFFbGjAoKCzAml0rKvc6EMrPPyIO9R9pHAJMWOqhqcpQ9euzA9lbthUqYGARR0KCMmLyZnynbMjki+2X8RyLbrxXKJ/0zVlzZ3vtx9TkbR9lV3KI8TBZFR+nHCrqSGX1Y8RiFKFaYTmxc7Wm16Ctds9zAfDEqqpF/Ml+MYgn1y/w/08sj/S3ZKCkg8yiRoEJM+UghP34EmPEqG5gVPk87M1CQmEdWz/B/Qrg1OWku/Lifr2gq20eFE9dX/II1KDg3o98jX0aTYJRNFy9bjz2r++vBkrLio2yQ8ffPqnsexVdUcKJmSc1h622cPc3s/f8DTUUOVTBXZMVdNVnqmaLVk/uZjNWYinw8y+HVWqLybnoluzKLBMgSsK/0KGTUISh6e8BoiQC4JROT3z9b3yMv1VlFyScKgL3wuvQ6NXsfzWN7owIN52Q6VH1kfc78Em2Kc9Z1zIejtX4O8h7pz54HjjE5vSyof7SPqojiHrD3UdywV79m3Xu0N/MlpovyE29XNu/IHJSB+WokR1QIcTyKBfZ+/Yy28DyYfJEfef74Hvkxm0dg87N8hzKF9JMqu1ScBZ3LC67mo8CMhn+O45ViEnVcWfdSkcfPZzqyBBrJF3RZh5wwVVJghT3SY517i1Gyl1HQRnSRfiSXgmpWMlkxOWWdruK1DP4PpJEn8u7d/554VvOYH6nYZ7IqubJimNFDmiiPn6PyA34eaM9H8u4qD/O5KEdGeQ91YHvJ6Ci7eigaCkovlW+UH2V5Xr2yvQGefSdMVqFZJ+KZ+a6GdQVMMeTDaPnP69ysm4kQdUBK1qjzY/MVbUbHP4uS2ggoG/r9R3lY1+dlZL7i6TPb4jizJ9JiPqh8IXqPPsXo+s6z1xfw+R5fjZA1jso3mc1QVkaHzfdrFJ2oWPq9QrkYD6Tlk2A2zuSLYh7X9hTfrVA6eDD/w6Lgf3AO8qnopeKXrVO1A/dSFWSMI6ZDlENR10zfqIB6pH9LNiKeJYzomXrPFIiKJs5Rm+jnZzKywqyCggUq01nRYsF/JNh+KwfM7ILPcEwFmLKVsl+U0FlSVk2H8juWGCpdK0OlgI0smhV6bO8zOzKfiMai+FjnrZ+j2MZXlZCV7JVEWIll1ihlPjEKLN7QX6MGTI2xXMR4sByrCp0fYwULeavij7TVHrBiyOaz+GbzIz0ZSn+4oOokqITa1KiwRUk6moNzVWfDCgOTV+kVrYmcMtI3SgxHFFDVRGAHyOayAhUloJ7kqmT0e8jGs6BWhZs9U/7RU+Q8HRZDR9iU2Sbae0xwGCtZo8J4+nH0Jw8WC9H+YvHKbIR6oFzR3kRyjG52Ij4rlN4sXllcK6im0tOO1rG8pvIt8kB7qlxTqQVRTYgaAOSjcswt/ZONXdRi1pVkz1SXoT5HyVoVUUYj0lF1NyzBqD1gNKvroueOzrAobcH30lFjpLrErPCrRKT8gsnDeGf0lLxeLsYjKzLVxJTJuQz6zquJ32RHftF71CNKpoiIJpvL6EV7GMnKYj9aE833c6IGax0j9EdW0sXzwfceUY51stE1GQ3/nNFS89UzFUsVW2X5x6OiS8TDjd8ivul/K1ECRY6sFGQdC+sCmHKV4GRzo46DdT5VRA4UoXf+HmSJknWOykEzfSObMt5qPFvLZPGdpX/vaTL/jPRg/NmeYTJgcTMSzGb4DHmrJsLT8vu30lDAYrPqrRJsxpvxW9dFdPy6nrhiccB8nX0eHb9RjPXEZxSzylfXMWZ//2ylj7EV6aKaK+VjLG5ZcWd+oHRhcvUg/A4z24Ss+PmxFbhR+JoVY6QTdUNsXtS5ZAWfGb/ajeEc7K6yLnAUlANX1mHiV07q52e+ouyj1jBUOlw1h9lcJW4V5BjIbF+rxbkXqhFVPJTt2JwVqmHAPVNxhGO4TypvIFQhxfnKFsw/MSkrH1axUtnPXrD9Qdlwvl8X5WHVpDJ6US5led3zQXlQ/qi2YJOJzz1tnBM1ULh+/Rw1KLfkSwwtf2WddR5M0KwoKIUUDXwWrVOy4jjTJSvEFV6RfplTAu1hx5JG/usglfi8zNE8Zp/M1pljRmsjmiyQqvOYzlsQJV/3fohNW/DHRbJmSDULUaxXi5aKfSWfikMlb2QblYvYnGifenLDKHuurL2MKEuUz6L5kZ1VDGeNBOOHsvg5jIaSLcufUS5V9aISm+75LSW6T5jRpivnW8eiosqAPKLg82sYL2YgRletU/JV9URakV6K/gjg/uAeRsVdycb2L0rWWWAhjyhhZf7XY0+cr4IzS/SqMO8pwlUwH4oKF5MXn6v5EdT8qLGKGhwlU0ZP7X2lwWPxmhXPEWC+hnqogoM0VIFntDzPSC+1d5WGxu8jkz3yyyzOVJFE3tG+ZDqU/h2mV0QFFyaVKKkhHTZHGVl1CYymQuZk7DPbvDWolG4V2TEoVGIeCSVDlJgUjfU96t5T/KsJuFpoV5rKNlkj4OdWkyz6gh+PPu+F8mOVaP17NW+li3wYff8Z987TYzIrGXzywzGV5JStWJFTryye0e+UTiOh8qfKt/4ZW4+02XvUX+nN7KEKXlTsUS+0IbMHo4l6rJ9VrmC+i/Sjgl/6pR9UggnZI1RUDDBQGA+V6Nj7iGdvwox4rvJFju7lUMUp02MvWEFWiUUVPz+WBYXnxYoWo8mgmjdVuJmvROvY+/VzlND9Z1zHdBpt0yiOomLP5ii6WHyyPVXx45Nglrh75MmSPPJgfCNfRzmw4B8RpysvL1+UKyI7oA9jQ8Jynp+Dzyo2QlnYPkVxhzqqvKXWVvO9H6/4QPqn8VCALCGhwaLuDB3P02OJlymJMkXdBRtT+on9KMuidKgkdEJzWEvbCt9hItieZHuN9LPmgtHF9ZGPKPqRDaqIfFHpXtBhiE2b+zNqKDPKuI4rH1W+iDrgHGabSA5lT6TJZN6SY5SelXwRzQFdh8doFpsVu/m5TPaooVifR7kU5zK+WQ5WuVzR6a0RODfT3c25RTj9Sz9RovAdClb7SuGoOD+b72myzVa8Mr1UgmWyIKIkgPMUf6QfyTACXkb2vuJc0TMVnDjXz0M5vF+hzzE5mC8yVBIzyhoVniiImQ6jUCkYUSPY0yRFY1nSznxtXVeJZ0Y/s3WlKGd6YM5R9EdA6e6fRfHJZEeweGHrWc6q5sdKk4Wy4B6rXF7J8wxR/kD5EWnBZMSjgIgKp6KPdCqJrior0q0UMpQjK2AVo6k9jDqt0UHI5EB5cC4mLi+fn4O0Ks1MFogYRCppqsKa6VbVn/FTcrC98rSOSq6VBBYlxqwxVmOsUWQJk8WSismo+cQ1Wf5Q+82Ss7dPpUBnOWUPsuaKNWxRYcG1DMo2KqczO1UKVpZPmJzKJ5gNoiZMyeIR2TT9pR8V6FFh8u+ZQ+NaFrzo0Bl/lNWDjfk1UdeonCBz5KioqESA6yvOtxcq4TCbo0zMXox2dT8wgSnHRx5RwxLR82szXphY2TOk6elmgbsVjJeSlemP+4OflX/gnrKi7Hmp+FTrthRLz4vtQxbTKi9lBX10nCqfXT+zvcL9VrqytVHB93Qiel4+9owVW+TD4gfpMn+pxljksypOEOX/DzPrHrLEFQUES8wouFJSJS9WBJleKLt3/jds1AAADHRJREFUNnyPfNb5yCsLJCVblCxGgvFhTQqTJXJOlUz9M8UXZcP3fj1LiEinans/xhJjBrVP2HQw+UeikmAj3sz/1/nKTkx3Ngd1Z4WbyYcFViV3ZfeoWWDJksUtyq4K8miwIhjlDOVjVTt5fpgHqo2ByseeJo6jXpEeii6Tw+vAchKLT79eofTH1xmRqLJHyuAcPy9yCHzPkhsrolEBjboQ/1nphEkG+flnFd2YrJWkvRXKeViiV42DSrRR8sGgWJ9FRU/RzvgwWlhoGT0/TzUyuG9MF+ZPIxHRU4UpKjpKZ5aw1P6zpov5DuPtoeZncYuJX8mZyaKKUcR7BFi+UA0XK/yRrEiTvVf81B5H+rO4VDmE0favrBao5iZ6xVwb6YkIv8PEKq2Ejqo8o4F0cF00jrSUIzF6GAzZ2kwutT4qkKp7qnRVIxHxYsWMFYYsEfrnKhGxQojrPXCuShhqHqOFYxVfz/wabav47QXbI1b0/XgWh0r2SuxnPovFVMUiK9BMTpYXsBAwmTL/j2RW/jsKrDAxuaMmUfkx0sBXlu+z2GF5AcGaGJQd16JNMQcpmysZ1ZjSgyH903iMWDWRR0EQFQjlsNl6RFbk/OfMARWqhVvNL/IZWTnLNs3sd4+ABf+oFLEsEVcSHMrDaGRJjwVrpLPiEcg7yqa3/kehSvPmn0VFE+dTAUQTpWIrW6Nk9et6PkdJViX7SGYxPixGm/inXypnRv6frVN74/n6des8fI5yRnIk+3jrWSRftAfsWUYX6NyyaelvySrBooQQGZLNqyQoRecegZMk3GNsRkc5YaXoqjlqX9zzoQWzmkxQdyZblGwrXV11P9hYFgxZomRyV5N3lIxQHhEzQwumSiTs8y0CQWLM9MviAeer5yrPVP0l45M1RRGtYhwPLZiZrF4/RGSLbD/ZWBZ/ka2RBtNH+QF+VnbPclO1sBI5b21u+ks/HqsQ6w8yY0LgvMjBo2SGtJJCH+qwrkUanrd/zRwK5UIeKw0/5ueM0KsXUVGoJFi2d7jWv0eHVDzYfiMPhN/fKDEgDWYnpMveqzXoO5GOI+FtyYolix1mw3Vd1VbKBxRfxYvtW8YLeWQ0lC8q2yjZWZEdHbNZo7bOUcVS0UAfYX5T4cPypF+rCmglhqL8z3IqawzQDxXtzDcZuv5wAVMycj4msJ+LXYbqYFCRyCkisG4FAxt1iwo8k1N0KvfQw/m4ttJkbIXq4Jhsaq+YTZkNI32ZHJ7eFn0y2fx75lceVXuyNRgzrAiNhrIh4xvtvYpJtcdIA3lEyRbHGR2W8DJZIr1RPqaryke4VvHZiygmPaI48s8Z7SjG/XqkWylwlYYny/0MWe6vrMPPKt9JWpGhm/sTTSshLxxzHDY/2qyIltpQj4qjVuRUAav0UU4TFcpId1wLRht63YM6JT5wz+dKEClUk8ooWtG+Zk0L4xE1cFniJPNG2fTWf8Gn4jTzvUohiOIx2oe9zWckO/KLYjPLU5n9Fa+B9jSz2/+9F5NZxXClycuKlfL1VHDhb8qvIj9Sebaid8QbeSEim27+03ieGQqVBbBfs873ykWBzNZmMqsNixJ+FPAVh2R0o44R96VaXLaA6Zs5H5ur9lXtZ5Jw0jWZzDjG/FMFHdKqJGTmq2o/kNdoqOTC9MsKRZZkGG+/bl3D9l3Ji7QYXaVzZL8sbtU6xZvF7RH27CkUWdFTzQb6A/LOmiMlb7aWzUe6SjacW8k9WFdUQVa63UMrScy3fkGEEe2d45Vg69WcShArQ1YKkJKxGnSV5B8ZKSiow0+Ynu+qg//s5ss98HIzWggVtCohRjJF/JRtMp5RIVUyKrkKPj3Epg1uDJRcUSyqOVGhV3vTE5tqfiWGK36k/CQr3ipWI7vagbdAmT44N9qvynp8xtZF+axqZ4bIJ5FWJf4ZrYr8p2d9J0xPKCs8LHBUUvLz8b1XKOpQ1DOUc52XBQAbU3Kt9DK9vBzYteE6JrMfGwnmLJlMXvZqwvHr0QZZwcK1/nNEA3mrRMoaMaTD9qPiPxGto+zpZVPJAJ9HCVP5PpvjX6NE5GVY17MkFvl+JTcoPat2UPGr/HM0ouYjKnZ+b/znauOwIvLx3ljyYyq3qmK/Z39VE1cp3ConmBX/lizbBP/j53vHUsXFC96zmdF69hyDRTlUJcn5ghftkacZBazak2ontgdYvCtysmSpArPaTOBclSgwaWVBGhU7lWyjZihLSJVGh8XLSEQNm5KLyehl9XPQBrhOJdbI5yM+rPFhsjI9Kg1Q1AQh0N+OtiXyRJ9DWVlMqKSvYkDZIspTUeH0cyJ/ZDSzvWY+jf6j5GK6oM4R0hMmKxxsE9DAfr1agwJjwcW5TKaKkp5PVMxZ0o90RSfLAlXJwvTa011FQFtlycLLpgqpCjAcR39AmSoyoi74PirOET3lp15//MyCnKGazEZBFZesoKuk4fcm05vtTcSbxUJWHNFOURypNbgvjBeux/ds70aDxQs+93L4NWxPVfwxGv4Vx1lzpOINaaMcLNaVbzG6/hmTS+mp8kFky/SE2fs8SoSIyHkrSRI7EPZT0ccnAha0WUAxXZgBkR+uzdaNBNsfP95jx3XdOte/YnKNHDtrHlQQsWYI53ufUPuv5FL7FRVK1POoQqkSG2v8mHxIR/kE2kbxQ57KNrhWFTMvH4vRyPZsLiumyI/JqfzxiDiNChCLIe+brLlRRc7rgjyQvuLLePoxpK14qs+oG85Tz1kBRht7VPNu6f/DZGNZ4LMCGDktJqSKwtj5RTIzg/d0bYwOdklM9qyTQjr+2REJNpNvhQpaBD5neihbZmuVfdl+s+BWQRs9Y59Vks9kOSqhIqr8In9SPs0Kh3oejSEP/8rmZmtVUWZ0I75qT/yaKAaPsHGWT7Lkr/IIkzWKOU/D01U5UMmjZGOxmMUsa4SYrIisGYv2xSP930pUx7AmvMgJfWKMigt2J6gYS5xMQZaE2VzVcSnaq2wYnEp/T4MlciZD1nWNRmRbP4avyilZ0Wc+sD5b12AQIA+/JitwSjelZ2YzNpYlUD9HBd2RTZD/3NMAqWSkYjdKdIyHt7WXicUtxppflyU2No/ZmcVdljtUMTnKniwefCyxvVR6rOPeDkgDYyayFYtbxsvTy/RV71kMZk0KkxFzNYuZjHZ6wvQCeGFZ8Kg1CLYJysGzQhtBbYxarwyiCnz1OZMpkoElqtFghc3LgO+rHRo6KpujCmNkT5Q3moOIkj6uUwmgJ+A97fVZFit7ETV80RxsaFihyvaCNYGZ/0a2jppKbL6YTKz5Yv6T2Uh9VvswCqxpiWIH5YkKmefh17H8zj6va3EfVXOlZGA5NsvxzG4Rr0pzE61h6PpbsshEGdXPw6BjTozAbol1Bkgj6h4wAXi6aJAscWMwRs7AnrN9YIF5VDB6OVhiiRoYtrfMFl4XVeg8LewCWeLFdZFefq2XUcnvEc31No0ScJSUcWwvsNBh88N0ZLLgnrCGiiVOv0YVOv8eYwJzRFaMkRfOjWzH6CLY/ql5EZ1RYHHh+aOtIlk9TT/ObIz5S+U6lEXlLq8Dsw+bx/I20yNrZCL/R/qRbGbF/w/TE4iSIyoRdRe4DmlH76OAYAaLaCj5mc7IU81Bnuw5Qul1NNg+exmios/m9vKN9ijahygomD0xGSiakR2Ur3qemf8faVuWUCsNKu6NSrD4OcoJOB9pszFWFHFPGV2mc5Zgo+TOGg9l3yPAcimTEWVTclXzULQ/Kl5Vrs32b53L8mSUr1XcKX0r/hH5J6L0hwuYk6vqz4JPFSQmGHYrSBdpqCSvugqkwZJgJB9zBuSfjTFEyfhoRIlufb7anNkRO1Qc9zT8eOaoKnhQ9p79igKup9BGxWddX5m/F0w+ticsdlTxYnEXFRZPl81XSbqyr1lxQ95MZ4SiF+2BmutlHA1l2xVsLIsrFT+VXMv4K59T9DyNyM+UD0f7XvEzb8vIPxTSE6ZiyoSOikkkoBI0+8wSupIb6VQ6JfWcOaSavyXBZ4V/BDK62b6xIPXv1fOIX8Q/SsSs4cp8MZMla7iU3Gz+kXZkiTDyZ+WXWRKq6KnmsxhB+p6OKpqRHFHjkBVcTxcTNmsIzg1V7PzzbO2KSiGNbKLoResjOaPCyD5HdYfxi/xJ1TMm+yNr78IBJiYmJiYm7jds+qWfiYmJiYmJBw2zYE5MTExMTBQwC+bExMTExEQBs2BOTExMTEwUMAvmxMTExMREAbNgTkxMTExMFPD/AWzljV6r9rP3AAAAAElFTkSuQmCC)