{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Acquisition and analysis of Image Simulation data from Zemax" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "*Please feel free to [e-mail](mailto:indranil_leo@yahoo.com) any corrections, comments and suggestions to the author ([Indranil Sinharoy](http://indranilsinharoy.com/))* \n", "\n", "Last updated: 12/31/2015\n", "\n", "License: [Creative Commons Attribution 4.0 International](https://creativecommons.org/licenses/by/4.0/)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## References\n", "\n", "1. [How to Simulate High Resolution Images](http://www.zemax.com/support/resource-center/knowledgebase/how-to-simulate-high-resolution-images), Mark Nicholson, 2008.\n", "2. Image Simulation, Zemax Manual.\n" ] }, { "cell_type": "markdown", "metadata": { "collapsed": true }, "source": [ "\n", "The purpose of this notebook is to demonstrate how to use the Image Simulation feature of Zemax using the DDE extension from Python (PyZDDE). This document doesn't aim to include the theory behind the image simulation feature of Zemax. It is also not a substitute for references [1] and/or [2]. Please refer to the Zemax manual and the knowledgebase articles included in the reference for greater understanding of the image simulation feature.\n", "\n", "\n", "**TOC**\n", "\n", "* [Example 1 - Singlet Eyepiece](#Example-1---Singlet-Eyepiece)\n", " * [Geometric distortion in the system](#Geometric-distortion-in-the-system)\n", " * [Useful baseline system](#Useful-baseline-system)\n", "* [Example 2 - Double Gauss Experimental Arrangement](#Example-2---Double-Gauss-Experimental-Arrangement)\n", " * [Heuristic method to estimate oversampling factor](#Heuristic-method-to-estimate-oversampling-factor)\n", "* [Example 3 - A blue notch filter](#Example-3---A-blue-notch-filter)\n", "* [Example 4 - A diffraction limited system](#Example-4---A-diffraction-limited-system)\n", " * [Effect of increasing oversampling on the PSF grid](#Effect-of-increasing-oversampling-on-the-PSF-grid)\n", "* [Example 5 - Spatially varying resolution](#Example-5---Spatially-varying-resolution)\n", "* [Example 6 - Tilted image plane](#Example-6---Tilted-image-plane)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Summary" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here are a set of general guidelines.\n", "\n", "1. The simulated image is produced essentially in the following three steps:\n", " * the source bitmap image is convolved with the generated PSF grid in the object space. This object space PSF is space variant and contains information about the optical aberrations of the system. The resulting convolved image doesn't have geometric distortions.\n", " * following the convolution, the image is transformed from the object space to the image space to account for geometric distortions and system magnification.\n", " * detector sampling effects (depending on the dimension and the pixel size of the detector, whether default or as specified) are then accounted for before generating the final output.\n", "\n", "2. The convolution of the source bitmap image and the object side PSF occurs on a discrete grid. The resolution of this discrete grid--object space pixel size--is determined solely by the specified object field height, the number of pixels (in the vertical direction), and oversampling (if any). The object side pixel size is not determined the specifications of the detector pixels size and dimensions.\n", "\n", "3. The fidelity of the PSFs in the object space is determined by the object side pixel size (i.e. the resolution of the discrete object space grid). It is not affected by the detector pixel size and dimensions specifications.\n", "\n", "4. In order to produce accurate image simulations, we must ensure that there are sufficient numer of pixels per PSF in the PSF-grid. This can be done visually using the image simulation tool by checking the quality of the PSF and increasing the oversampling or decreasing the field height if required. Alternatively, we can compute the maximum allowable field height or minimum required oversampling based on a criterion of ensuring a minimum number of pixels within the RMS spot size or 98% ensquared spot size. This computation must be done on the \"best\" PSF--having smallest spot diameter. Doing so, will guarantee the minimum samples in the smallest (and hence also the largest/worst) PSF. Note that if possible, decreasing the field height should chosen over oversampling, because the computation time increases drastically with oversampling.\n", "\n", "5. The appropriate value of the \"Image Sampling\" parameter can be determined based on the worst-case PSF, such that the Image Sampling grid is at least as large as the worst case PSF. Note that the Image sampling doesn't affect the resolution of the PSF grid. However, the Image Sampling determines the \"portion\" of the computed PSF that will be used for the convolution.\n", "\n", "6. The Pupil Sampling parameter controls the fidelity of the PSFs in terms of how accurately the PSFs represent system aberrations." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false }, "outputs": [], "source": [ "# imports\n", "from __future__ import division, print_function\n", "import os\n", "import shutil\n", "import collections as co\n", "import numpy as np\n", "from scipy.misc import imsave, imread\n", "import matplotlib.pyplot as plt\n", "import pyzdde.zdde as pyz" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false }, "outputs": [], "source": [ "%matplotlib inline\n", "\n", "#%matplotlib notebook\n", "\n", "# use \"%matplotlib notebook\" to enable better interactivity with the plots." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**NOTE**\n", "\n", "The examples considered here are uses the sample Zemax files included in the directory `\\Zemax\\Samples\\Sequential\\Image Simulation`. The filenames for each of these files contains a comma, which causes problems when loading the files in to the DDE server programmatically using `zLoadFile()`. Therefore, we'll first make a copy of the existing files and rename them using a filename that doesn't have a comma.\n", "\n", "I have also seen that sometimes the function `zGetTextFile(textFileName, analysisType, settingsFile, ...)` (used internally by `zGetImageSimulation()`) fails if the absolute names of both the `textFileName` and `settingsFiles` are very long. In the event of such a failure, an assertion is raised in the image simulation function with the following message:\n", "\n", "```python\n", "AssertionError: zGetTextFile() returned error code -1\n", "\n", "```\n", "\n", "Keeping these conditions in mind, we will use short names for the renamed files.\n", "\n", "You can clean up the directory by deleting all newly added files added by calling the function `clean_up_directory()` at the very end of this notebook.\n", "\n", "\n", "The simulations in this notebook was performed with Zemax 13. All functions except for `ipzCaptureWindow()` will work in the latest version of OpticStudio." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": true }, "outputs": [], "source": [ "usr = os.path.expandvars(\"%userprofile%\")\n", "imgSimDir = os.path.join(usr, 'Documents\\Zemax\\Samples\\Sequential\\Image Simulation')\n", "zmxFilesAdded = [] " ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# create a link and load the file\n", "ln = pyz.createLink()" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# Helper functions common to all examples\n", "\n", "def show_pixel_grid(ax, pixX, pixY, gAlpha=None):\n", " \"\"\"plots pixel grid on the given axes \n", " \n", " Parameters\n", " ----------\n", " ax : axes object \n", " figure axes object \n", " pixX : integer\n", " number of pixels along x/columns\n", " pixY : integer \n", " number of pixels along y/rows\n", " gAlpha : float (0 < gAlpha <= 1)\n", " alpha for the pixel grid\n", " \n", " Returns\n", " -------\n", " None\n", " \"\"\"\n", " gAlpha = gAlpha if gAlpha is not None else 1.0\n", " xl = np.arange(1, pixX) - 0.5\n", " yl = np.arange(1, pixY) - 0.5\n", " ax.xaxis.set_minor_locator(plt.FixedLocator(xl))\n", " ax.yaxis.set_minor_locator(plt.FixedLocator(yl))\n", " ax.xaxis.set_tick_params(which='minor', length=0)\n", " ax.yaxis.set_tick_params(which='minor', length=0)\n", " ax.xaxis.set_tick_params(which='major', direction='out')\n", " ax.yaxis.set_tick_params(which='major', direction='out')\n", " ax.xaxis.set_ticks_position('bottom')\n", " ax.yaxis.set_ticks_position('left')\n", " ax.grid(which='minor', color='r', linestyle='-', linewidth=0.75, \n", " alpha=gAlpha)\n", "\n", "def show_image(img_data, img_info, figsize=(10, 7.5), xylabels=True, title=True):\n", " \"\"\"convert the image data to numpy array and display image\n", " \n", " \"\"\"\n", " img = np.array(img_data, dtype='uint8')\n", " fig, ax = plt.subplots(1,1, figsize=figsize)\n", " if len(img_info)==6: # image simulation data\n", " bottom, top = -img_info.imgH/2, img_info.imgH/2\n", " left, right = -img_info.imgW/2, img_info.imgW/2\n", " extent=[left, right, bottom, top]\n", " xl, yl = 'Image width (mm)', 'Image height (mm)'\n", " t = 'Simulated Image'\n", " elif len(img_info)==4: # psf grid data\n", " bottom, top = -img_info.objHeight/2, img_info.objHeight/2\n", " aratio = img_info.xpix/img_info.ypix\n", " left, right = bottom*aratio, top*aratio\n", " extent=[left, right, bottom, top]\n", " xl, yl = 'Field width (mm)', 'Field height (mm)'\n", " t = 'PSF Grid at field pos {:2.2f}'.format(img_info.fieldPos)\n", " else: # source bitmap\n", " extent = [0, img_info.xpix, 0, img_info.ypix]\n", " xl = '{} pixels wide'.format(img_info.xpix) \n", " yl = '{} pixels high'.format(img_info.ypix)\n", " t = 'Source Bitmap'\n", " ax.imshow(img, extent=extent, interpolation='none')\n", " ax.set_aspect('equal')\n", " if xylabels:\n", " ax.set_xlabel(xl); ax.set_ylabel(yl);\n", " if title:\n", " ax.set_title(t)\n", " plt.show()\n", " \n", "# Helper function to show zoomed in portion\n", "\n", "def show_around(img_data, pixX=20, pixY=20, ctrX=None, ctrY=None, \n", " pixSize=None, pixGrid=False, retData=False, ax=None):\n", " \"\"\"display pixX x pixY pixels around (ctrX, ctrY). \n", " \n", " Parameters\n", " ----------\n", " img_data : list of list\n", " data returned by ln.zGetImageSimulation() \n", " pixX : integer \n", " number of pixels along x\n", " pixY : integer, optional\n", " number of pxiels along y\n", " ctrX : integer, optional\n", " center pixel along x\n", " ctrY : integer, optional \n", " center pixel along y\n", " pixSize : real, optional\n", " length of the side of a square pixel.\n", " if \n", " pixGrid : bool, optional\n", " if True, show pixel grid\n", " retData : bool, optional, \n", " if True, the cropped data is returned\n", " and not plotted\n", " ax : axes object\n", " if passed plt.show() will have to be invoked by the caller\n", "\n", " \n", " Assumptions\n", " ------------\n", " pixX, pixY, ctrX, ctrY are not 0\n", " \"\"\"\n", " img = np.array(img_data, dtype='uint8')\n", " M, N = img.shape[:2]\n", " ctrX, ctrY = ctrX or N/2, ctrY or M/2\n", " pixX, pixY = pixX or 20, pixY or 20\n", " sRow, eRow = int(ctrY - pixY/2), int(ctrY + pixY/2)\n", " sCol, eCol = int(ctrX - pixX/2), int(ctrX + pixX/2)\n", " # ensure bounds are right\n", " sRow = sRow if sRow >= 0 else 0\n", " eRow = eRow if eRow <= M else M\n", " sCol = sCol if sCol >= 0 else 0\n", " eCol = eCol if eCol <= N else N\n", " data = img[sRow:eRow, sCol:eCol, :]\n", " if retData:\n", " return data\n", " else:\n", " if not ax:\n", " fig, ax = plt.subplots(1, 1, figsize=(5.5, 5.5))\n", " iAlpha = 0.8 if pixGrid else 1.0\n", " ax.imshow(data, interpolation='none', zorder=15, alpha=0.8)\n", " ax.set_xlabel('pixels', fontsize=10) \n", " ax.set_ylabel('pixels', fontsize=10)\n", " if pixGrid:\n", " show_pixel_grid(ax=ax, pixX=pixX, pixY=pixY)\n", " if pixSize:\n", " # create a secondary axes\n", " ax2 = ax.twiny()\n", " ax3 = ax2.twinx()\n", " wideX = pixSize*(eCol-sCol)\n", " wideY = pixSize*(eRow-sRow)\n", " ax.xaxis.set_ticks_position('bottom') # required\n", " ax.yaxis.set_ticks_position('left') # required\n", " ax2.set_xlim(0, wideX)\n", " ax3.set_ylim(wideY, 0)\n", " ax2.set_xlabel('phy. dim.', fontsize=10) \n", " ax3.set_ylabel('phy. dim.', fontsize=10)\n", " ws = 'Width: {:2.3f}'.format(wideX)\n", " hs = 'Height: {:2.3f}'.format(wideY)\n", " ax.text(x=0.99, y=0.055, s=ws, transform = ax.transAxes, \n", " color='w', zorder=16, alpha=0.65, horizontalalignment='right')\n", " ax.text(x=0.99, y=0.02, s=hs, transform = ax.transAxes, \n", " color='w', zorder=16, alpha=0.65, horizontalalignment='right')\n", " if not ax:\n", " ax.set_aspect('equal')\n", " plt.show()" ] }, { "cell_type": "code", "execution_count": 61, "metadata": { "collapsed": false }, "outputs": [], "source": [ "# arguments to the function zSetImageSimulationsSettings()\n", "\n", "X2, X4, X8, X16, X32 = 1, 2, 3, 4, 5 # oversampling\n", "RGB = 0 # Wavelength\n", "GEOM, DIFF = 1, 2 # Aberration\n", "S32by32, S64by64, S128by128 = 1, 2, 3 # Pupil/Image Sampling\n", "CHIEF, VERTEX = 0, 1 # reference\n", "SIMIMG, SRCBMP, PSFGRID = 0, 1, 2 # show as " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Example 1 - Singlet Eyepiece" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false }, "outputs": [], "source": [ "zmf_src = 'Example 1, A singlet eyepiece.ZMX'\n", "zmf_dst = 'A Singlet Eyepiece.ZMX'\n", "lens_src = os.path.join(imgSimDir, zmf_src)\n", "lens_dst = os.path.join(imgSimDir, zmf_dst)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# copy and create new zmx file\n", "shutil.copyfile(lens_src, lens_dst)\n", "zmxFilesAdded.append(lens_dst)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "0" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Load the lens file\n", "ln.zLoadFile(lens_dst)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "LENS NOTES:\n", "\n", "An input bitmap (left) is convolved with a PSF Grid (middle) to form the output image\n", "(right). Note that screen resolution may mean that not all elements in the 7x7 grid\n", "appear in the middle window: simply maximize the window to see the entire grid.\n", "\n", "Note the distortion, and the variation of focus over the field of view.\n", "\n", "This lens is so highly aberrated that the relative illumination (variation of brightness\n", "over the image) cannot be computed: note the warning in the bottom of the right-most\n", "Image Simulation window.\n" ] } ], "source": [ "# Lens notes retrieved from the prescription file \n", "ln.ipzGetTextWindow('Pre', 7, 17)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we will create a settings file to control the image simulation as described in [1]. \n", "\n", "Note that if we don't specify the proper settings, the image simulation can produce unexpected results, because Zemax may use the image simulation settings from a previously produced cfg/settings file.\n", "\n", "I highly recommend that you create the settings file everytime before invoking the image simulation through the DDE extension. The image simulation function (`zGetImageSimulation()`) may fail with an error message like \n", "\n", "```python \n", "IO Error: [Errno 2] No such file or directory: [...]\n", "``` \n", "\n", "if no settings files are given to the `zGetImageSimulation()` function." ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": true }, "outputs": [], "source": [ "cfgfile = ln.zSetImageSimulationSettings(image='Demo picture - 640 x 480.bmp',\n", " height=13.8, field=1, wave=RGB,\n", " pupilSample=S32by32, imgSample=S32by32, \n", " psfx=7, psfy=7, pixelSize=1.3, \n", " xpix=640, ypix=480, aberr=DIFF,\n", " showAs=SIMIMG, reference=CHIEF,\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we call image simulation function. The function returns a tuple containing some metadata that can be useful for plotting (amongst other things) and the simulated data. The simulated data is a standard Python list of 8 bit unsigned integers. We will convert the returned list to Numpy's ndarray for display (and further processing if required). \n", "\n", "Also note that some image simulation can take a long time. The default timeout for the function `ln.zGetImageSimulation()` is 180 seconds. If the image simulation takes longer than the set timeout, the function fails and returns a timeout message. " ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "collapsed": false }, "outputs": [], "source": [ "img_info, img_data = ln.zGetImageSimulation(settingsFile=cfgfile)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "ImgSimInfo(xpix=640, ypix=480, objHeight=13.8, fieldPos=0.0, imgW=832.0, imgH=624.0)" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# meta-data produced for the image simulation\n", "img_info" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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X/G1ym0R1sO2+fIcF2pVtapZ6+0kwBtJ96YY5jdLo6GtlR6oBTar7/kgc10qK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MpiNg8w8YKN9NjpCclOEQtSFOZFZ1r12DhPldC22pf5ZldYPDavG+frFgK2HtDjrRb2/KTHwaq8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YufEJY+IqKUWykF1AeE3GfpftqJ1tgS5NViOoG+uwtsbVDU3jcVVxDC1NfK2vNbh+KGzwal7y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8OX6x6fQKnA/rRCk1k7T+cGlp1HVZKz6xte36+p9YTqEGLf8+mPr6kVPOAWlEep0SVzbOHm\nXGaztBZMdIXUE+aNQtOXIVqlipxYSuxVhsl8yqQxqMFTa4mi4qpNfHrd3s2/VDWzRw/R9QQznyON\npd6fcvXxS561gQdDYj6psK2lqhKVS8znNe1li48RmwIpBiIlsclmwmySCG2iNwZrBZNuw9J5olTU\nkwpMVdroW8t2Oc7aia0yAMSciGjAl6FtASoXhfcKqJVmX1QYJWi0YaInkBX7s56mvmHZrXE4fBtx\nJIJIBFmec0XCE8YOr9jdEykLYg22BxUVMx+59AFcA3Q/M0L+TdfPTTrf+973/utf9ADvvffef/sr\nuZJ/X9c9uuB9G+ny/xLc2FYujDRidXdAMUn6d+8SthPcQohxh7M9Z76XcLaI+FcD+l1r7d7unjts\nZvtBfvB4wY8+W99THiissSwVWUmULZIaVkKsFFWj0Qo0gcYIrBEYO1r+bp/qmEjvvyJ3XcGvXucu\nWX1NnPTi9IojlXHAEBMuQUAWj5QsyKPicA4lwQwRQFJVBRu5qyLLa1bu1Tu/+BFmA2DTu91FbvXg\npJQMUoOwPHqw4IsvN8j9A1492UdbS8qeqppQzyf4oSeHsskIZGxVo61i2U1oB8lw2zM0hm+Nwqh3\nc0vcm8fJxfclREIolWdKGWMtTWPxMTC0mVXXEkJEpgE79CiRyBRb494HfC7210JKfIqQE1JqQla4\nFLnqEnNZfH3OXaJZdVxd33JU1ZjKIlQumCSMn5XCrqx14vK2Y2IzVyvP/qLm9tbhosAKjx96QjTU\nhw2oxHLoOAyTIqmSOqIPSKk5OZ7wwWWLFIkYA10/UFuNFOVaixBD5tnVhu+8GpjEjNKRLCLLEHjz\nSUPvVtgqsrvrct4RL1IqBomVVbitEsgoqiulROaEoJiXnUwKPzLmXBThM0wOp7iLW3ofyixLlBgB\nxmpkVSGtpTaa2d6Mrh/oYmZeSfasoB8U0hXlBSUEgTQSf+42NFVjsCnS9R4nCqZXaUUXYnGJVWLE\n27i7z/NXO+uZUbSXuy3m3WZXIEVRvzBSsTAGpS21Kfps84mknUeiSMioCibTB8YR6mL0xnjNO37A\neN9kEAmEyXglYdvalNsx67/7+kWVzh/+gp9n4B9x0rlXcTAGkdG3fsvcEmK6m3aXCBwCMWW0Pxg1\nmBA/9X5tsRRE3gVBJHectV0hU6qEHHvIaqwavqouLWBsHUhUklitqCvDoq5442SPptY8OGwwQ2R/\nOqGZak6ywsSa/ZkiDh2xbdE5oUMgtZHbmzWxDwy6oooR10zJKbKdas0jUFSudVv1fE3M595/xL2b\nSlACSIiZNHri+FCUp6Ux5CxJuQTNLXlhUht6pUZXzQzJFdBKlJ2+0oKQcwnGd6kcpdQ47CZ2dGw5\ntjS1Nhwe7NNGyaAN7/zuuzw9OmA2aTCq9MetTfTqIesf/QmPXzvgiemQkwnd5pKT197g8/lb/JtP\nMlZmZG05ejGwjvBaUxqcAsrrlgUpR4LvMGKgHTxSabKURdetbVlv1rTtgEBhGk17uUK0PckFOhfI\nRAYXQY+WyDGOASlBGHAp4aRAZlipioO33uCj+T7rtKR7/xOevLjg6NXXePjWtxBa4cUoHxQDeIfv\nNrhuzcVNZG9acbNcF5kUAVo4NusWOWs42oeGnv/zT9/nX/E29Y1Cy0iOAkHk7af7/OXH56xc5Lr3\n3G56jJbsTy2DjwX5y5F/+/k1//Sdh8y8RStFyhFZGSZTSHFDTHGXrKW4F5yToI2BxYGhTpnWD6BH\nczIxmsAJwZuPpjgR6ZcDNy0srC60Yq1BCDbdUF5XMRCvDqGasaga6lmF2/RMHz1g+eKCc5fZnwhO\nJgodDM5H0Ipb3RWCSypEASgVVqMUpjJol/FJoLRm1tgy5c8dA3TbuEh5aw29c8Qip4TPuVCXEbtj\nCjs1jxYrjE+4odKWSdMgpUHLBqsqJk3NZTewGjb0amCIDpkDKSciEY0gjLbX2+uR41dtwfhMryXa\nKtCFD/urWD836bz33nvf+5Wc5R/sEiAVUs5RUnG4P0PrROjG3qsq0+NKztCqzAwICrQjt7uJtHWm\n/Poji+0ZvjrwWzYXozcO441WQLwQIyGGYuLmHMMw0Pc9bduyXq2p4lBUo93Ag6liZkFlR7vMNCEi\nB0dAcHamuFI1/rqlTQqrJzygCHuuh4CMoFxgPlcMMYOQ1KoiI5H5rpUm2OIpbC90V3mUQ+6C/5g7\ndtiVFAJlNLYqNsx5rM62RAajJVKoImgZIkPbIxeZth94+NZDuq7j7IuXmEoTQ0YLOH79KXc7hPFM\nsrQZd0lnxNWkkGghmR1V5NuEP3xAJxecrxXCVoRNx2bT4/3A0fEDfvLZgvDZC1wcCPEaOXtE9wV8\n++3X+T/MjJmIWBR//JMbfuPxglXqaMKSHD2983gXyvsYHc8uVkilqSoLShH6gVX0ONeTkBwc7jGx\n8KK9YfOyh82GHHxhHGrog4dUzAK10cXrSEFKihjTuLs25GqK1xWHxw85//hHhJXlZv6Ybzx+gBYZ\njSf5DDHgug6VPX0/kGIiBcFeLYnOseo8fRaEMKA7ePnlDevK8tYDyeWq5clsQo4OIwTeDVS1LvdH\nVJwcTggpcdN6LlaOIRTGZwqZdev4688vmKnEw9cPQBneeaJwqzWqEZDTuFkZsdOxjft4LzLtllye\neTITjuaKGWUnL3LZwZMyVWWROZKtxA6gyIQcmIvIUSW4zKUS62NGhgxW03WFbq6FRFYNi4fHbNol\n14Nnv1Ec7Fd0MdAPggcHDat1mesplOMEbiBYzTdOpgiT+MF1oteCxazChUAfiqFiyjCEfG/UYLuZ\nTKQUiTHhYyTEAR9Hdl1KpLGNknPx8wq5VK1JFUt1JQ2VAVEXMhPKkZUFvSYP5T2OOeJSoUpDaQvm\n/DXiDwUPDgK0mYAO/L0knV8vUaoPIcuwlRIoqei1oaoMdTBUlWJmJLWWGK0wUlAbyd5c0EzAqIKN\nbLGX+1DNHWRzV2rnn3EVd/ZK7DLRPYQJRMblTIyJJOGm9eRhYK0jLggO55nzTUJ1jjpIZg14o0o7\nKwu01mQlR/wJQir0Ym0MIgv2DvYKC0/cpZJCr7nXcNxVXnm0PtgVRWy1znYVnxBcXF5jpdqJEGpd\nrAC0KG2jWT0ph0pJyJmQIo3MdP1QrkGArjRKFfDTGltEBrbv3PbcMGJX2/bjWPkw4gRdoI6BuR5Y\nvDZF2YYuCgYMMlUFl1GKVM+Z7204e+G5ut1wbG8RwPP3Nyj1iJQSlYhkF3i+VtwsT1m4c1zfIZXG\n1prryxuELhflkkC1hZ5exo1KwNfasD/V5NCjCQzBc3u1Zt0N1MZA50fKOwiR8T4U87rdJ0QitQRr\nCbZCasPrr+3zv/9A87JZ8F/8B+8ynU2RvkOGluAqchhYLlecdwWr2A8dblhzugKvDIezity5URpF\n8+rhIc2i4mLt+NMPL/mXc0F7dc1cKzo01UxRiYxMgZuVI4ZAZRXHC80HZ65QlkNCCs+/+eSSbz1e\nMHMZqwV1Lej9wGRajVXuvWbDiA1mv2F5vqbXE149PkYrgRAaRUKIhCAhRKaYyUqqSrFwGU3Ca5jU\nmkd7lk8vt6SexO1nz4hvv4oW4ELCR4msJbqx9K3iRRdQc8MjK1hMLE3KtNpgqkQKAzBF1oqnE8XE\naF4xiTBXvGjhSmqmqqbvI6sSxSErYhZ37erx+eWYiakkGRcCQwy4EHFhm3QykVR0PnNRI0jSk5Qk\n5ViM25RiUmkqVRMIeNQ48C1p+56YIiI5ZBT4sXJKY7L+SgSSGZmKZM7o8/4LI+Yvs36ddH7uGgO8\nBGNqlCw0V6U0da7Yn1YsZpbJRGNtg5QCbQxVrbEadC700hQjIRqsviMAfNVnZvzP2Fe7w0bKEugx\ngPpt0XDvZ+x+b2vA5FMmh4QUqQCvWuFyRqWEpSgeS6HIUqHHHrYY52PSWGVZpZDasE8ZXtyKikIJ\n6FIKiGLX0tg1hLkn/rkDUO6uddv6KgludCeUJYAqMSZ2JXYtBKlHpWYKZrPe9OMgZXGsFrFMa2/9\nefi6ondOaJVH2ZKxtTZ+P7mI22zwy4E//qMrjl+/pGlmXN0GjvclTRMRsaO/OeeNE4UJlr++7ll3\nnkPXIaXiYrAcPhiIlxeoLlAbSW7PuFlfcxs6jM5U1lBTsdy0SEqiqBuLMJpBKESOBNfT9QNNUyP8\nBoFgPq24Omxo1DHaBd7aW9D+5AX99aZQZ9OY4CVkWVqRWiqyNCBL4A9C0vdroqlwpkbdnnH2w4Gp\nFbh2xaq/wg2Oj19ccTQRXN442gBKWQ4OJTpSMAArS0COGZXKe3V40CCC5PNn1wyXl8xlprULvvXN\nfXRtmShFmw1SC67Wjtu1I+ZUqrRxJ7/uB17erjlsG2SVubhIPHj1ISmPBn1Z4L0nxMhq49i0Dt87\nVn3iKg2oeMXh8Yz9efGRcTGiRUQkz7KPbHJmbgRWZvoh4DM4rVlMDZUp+CY+E7zj2bMzXntnb5Sw\nkihTk5WGPcGAR9WaJCTzeWAaErfOU8WITI4+OGRVM28ktfesrnuMyMyaKUxrzMYxP1D0LiK1LkQA\nfTcgLUacK+bMEELR+8MQEfjg77TUGAkGIZNDGWjNKpCjJscEOmG0xkhVmHSqJmKoreC6K8Si4D0i\njvddVITs8DlSZKfvaq+QyjFKKkrm+dUw2H6ddH7hKjM5hIhzHq0MAsk6a7JSdEGwcZmZi9RegczF\nlzxlRIgkkTHbWU9BYavdATZ3X3e40d0S99DFsUDY7f7EV44tD5TG/nBM2zI9kynYSCTdMetUsTww\n1mCsKUlFFkaUlEWDSRtFpvTzfUyInO61Au8NtjIKWG6zn1S7cZ07Vt39CuSOziy1Ai0xplBHXcxl\npkWMyghSUdmKjW3IukKaCi9twdPIpfoKHikEMZd2TBjW+O4SpML1jr7tkSrTr3rcuie7HiEyIgVS\nyNy87OmHDLam629YeYcxktPrli/fv0Li0MM1b9YrGr1muLpk4yXdSlHnTCMT9bIrO+wUke2AkIKh\njzgXmE8UvXOFBKEsk6lFGcmsqZBSEEMk+IG+Ky0zNwz03cDe3oTpfMaDx4+xr0qygN/wa97/7AKh\nNX5wo9SRwKBGszuJkhqpLcoabs9vWbwyoVa2sBON4OL8lCO5IsbIcH3OT67WmFog8obrVYdSME3Q\nBkGIarej6KUG6ZEkzm9uWUjPojGkGPj+T3qOzcBNFrz9m1MimSg0LmZyTHRdgBCxcsQvUtlRx5To\nXeDPP7nm8fGMa6PxpgTog0pR6YzIAjXKIGlTLMsHFzhM8OrI5GusRJBQUmDGDQpZsneoqJ3H9Q4I\nJAHJWh4uFF9eFMM9oyRyJCf4tgPpiX1HtpYQLfPDhhWK6Hu8EmiTEFlhZJnB0soRJMgYiL3jOfBU\nZmQtaQMcTjInFtZ5QmMkdtXjMqAEB40qjLoRhywTBgkfix1KEEUNIo74cM5pxIFSaYfFTAqRbCI5\nRFKIJB1xI15TS4k1FZO9mhetKoOfIeHGqignQDlkVkwyeCFAaHLODCGjREYLgZaFCv7rpPP3sjJU\niZwCgwsEH1F1kQzvB0dOhiwczgViFJQ3xRYdp1IOlLkFKdD33q9d8P56L+3rwA/bZCO4o0GPh+0C\n+d2DbA3jMmXQK+aR4bat4UfgUapCkXYCkg+Qi5WwGJUT5KhK0CGK3LoPUN0bDr0/2X/v+rTctt/y\nrgFYrncEP8f/b9oOow17swkHk5qD4yPmS8N00bB3cEiaH5UWxrThN14/htcOmTc1dVPTPLUQfQHb\nRSLkUsUo6Wk3N2zOn+OXL5HG0LlIcJ7bZQc5s+kDvu+RuQTCYQjcuCmD19QnR9ys1kxmgvWQuFqu\nWdSO9XqFZc0nF1eI0PLpdYvImVM5cDgs+eIykqXhrcd7vPnmY7w5wmc4qQ2VFlQSrM5okUnREcfp\n9BB6fEjMDw9pqgXkA4yIyOi5OV/SX62QKfGozgzek2Li2ekNprLUdU1GYFIaBRy37c7CTyJnVE4o\nCY0qb9fcZM7OL8AfIVEIiv5ZjgM3lz0/edGijSEJiZlVPDQGUSmskWgpsLdrrlY9KUv2FoY2wAqF\n6zoakXhwPGFmLXszDSSO5sWkTQpNFzKzDFpGzltPSo4sBTknOh/55HrNqnXs72seH1dUjS4xTqTd\nxiVTKm0jJEqocYNVPtNK5tEHLd/bkAmaSlOpjCdxJQNRSmYLi3IrrltfXjt5d1/kMHD+0ec8fHyC\nmi8gCDoiUhps03BKYBokVkiIHktgIDOz4PsBnwVyUaEbgzLwqJLILMvGTgiSF3waA2peYa2mqjQT\nqzBqaxNfEvHWNjrmUR4qjUkmp1FZvdhIi5yRlHYiOZNTS/QGETJ9SlRaYVWF1RVHMtOLDhfWiBhx\nSRJyiViVKrNUQ5KImGhTRIpMFgpEYfbR/D0RCX694PcpMTmNgVuISEodIUaijEyqTMqSjEKOXiha\na5Qq/ihSSbYxoTwCoypBAnGPhfYzE9DYiNqh81/PSl9tJW0TTL7348zddP5OPWFkwaQxAOYYR5UA\nWQIFidneHk5IUsq4IcC8POA24cmcxwDHCM6P1VAuNNfk3e6c0XuiH4jek8KAIjGb1Lz95hPePZmx\nONznrSePmFjNbNrwQJmSwLJiv5kgJFhjSpvKqDIUGgMTA14W8oZ3jrMvv+Sjj59zcXZDGunIfddz\nvW4JLrLuA0KB0YLKKCpr+M5TzXWace2KKVxKjhw9arjh05en+H7D8Z6n1omUE9NHC85fLHn/2TX5\nc4ExFoQkxoHL6yX/8ve/yVUriuK1ktxSVBYWTc3B/oJ6mjHSI6InhcDZ6QUvbnt6HxAUGnAzsRil\n0NoQYkRXGlKmblxpu0iBtqZgamN1m1MqBWZKhOiKQrDYsNkM/PlzS103TKrS4hVxIIeBbrWi7xzn\ny56NVCz2Z+zXmi5Y9ueS4Mtnbt1FTk4OeHaxIvnEzEpOFjWfZIWaRRYJrr3glUdTlFGoFNF2RiM1\n03qKrBfE2YLX5oQ2+MgAACAASURBVBt+cvEebr0kh1DmjFKiGzz/0598wr/67hPmi5qqMjtp/fKh\nlTviyhZeSDDqigHEkTI97p/Gm02ObVRSIotEVhKrIptNz00fCWkUxgXInrS8pUvwRdvx7nffJXeZ\nTgEyIqoK0yhusuGRksjg6VwkZWisxLQeT8QlMFYxsWCMwEqB1WCAKASvHVUEazFGIU2xQjE7BYKI\nj4XGHVORIOpDIKRYWmtCE1MsSWccdJYiFwdU2aNokFkgQ0b2ni6DtAopM8YFJpvMogcdwSeFFBlj\nCu1aZNAu4QPsWcU0SzZB4gOo1PPPsuBPftau+G+xfp10fu6qCmNzUkA0OasQYlPAzG0/PcNsIQpY\nrfSYaJriJqrkXZUytsa2swYjDDOuHZL4lbPvoJKxt1YCvrj7973fKGRVir5YHoHBsUectskoF+5/\nLCAIIZYdE4nSympqrI/s6YL72MrgQgHSiyzOlt+/Pee2qslE15NUJPTX+KRwLpIzOB/YbAZW6w3R\ne65WG7rBM9GCVx7sM583zCZThNJYraiqqrSJhBxFK4tPkdbqHkOwVHSmsuDF2JLI3Kw2iNjy3W9M\nMEZzfbNhvVH0fcXtxuGjJLgBRSRHh3MdH37co+dHhMkhUw3eO26Xa87Oznn2xXOmVeLxXBFDJvrE\nu8cNR1P4i/c9t5cbJi4xmViWvSdpzSenA4sHxzw6nFJbSaUzOjvi0HP+8pRnt30JoHL7fKBuFE0l\nC+29dEO3hTKaItCaR6VypCg7UJlRlM+WorCM5HZTgQRpyEaxmAj+xTuWv/yhQS0jtQjkMCBCT4gD\n15tItVhwnNdkJMrW1MaiK0NlAglF1QhEcjSVZogOsoeYyC5CUCidWbWKvVmNVpJIzfHv/xPq2Qw7\n2WNv0mCV5Msf/YgPn77FD3/0PsLHEddLdB6Wbc+LixVPnxyxtyjYpMyCJMSoUDf2oCUgNGr7ud59\nEsf8tGsDCITKiFDaVjFBPS9kk64PtCkXZ3Mli3is99xcL5nFjBl6Pn//JywOH7LPlCQtPtW0ncDN\nIclElLIwJyU4N4xqC4HBRTZ9wMaMiBJhFWlImMaglGZaeVY+UVUarUsHRI/Z0oVAN1oz5BGj3W5W\nEarYFOSy+YkjAQCZkXJAyrqYTYqyCcsqkLrAxkVsbvEuklZLdJeY5EyWAW+BIJFRjqK70GWgF8TR\n9p0YkU1CtD+L4vS3W79OOj93lQ/zBAF7AjEqwSS21U05RiARUzkmGTmCghaB3lUbX98jlJZBuv8N\nvm71VpQK8ngOdl+3/74bXBVbEtt4brFrqZX2nkYahdIWZSzGVpjJBF01KFvR7C+Y1oZZyEzqPfaa\nir3FBGkteVqz11QspoYcfWl57IgPiTyKn95enfL85hqGHm2LbpsLCe8C625g6Dt8CKzbAec8ISSE\ntNTH8zHRbBWZNVaPAViV56tVaaEokZBjK8HIjPcleOYYkTHRtSvOz67orgNVZVkPgeXtmsEXUHoz\nBPot+w0gl/bRtGoRuiH2mojC9R1diCiT8ESGJJE5IFVmMresB8fbDyr+rUsMm4EmRVSlme81vPXE\nMJ86rs6vuFoP+DRK9EhBZSWTusJIgR438WJUrZCiKAIrMVLHx3as3DEG4fRijRKKSkmCUCN2Ud4K\nc6+LChKlFVYnvv1QcVIFggvknPn4o8+5qRMiZIYu0FnLW48qzm43CKnwUbA/g826RVhLbSTWSEiW\ng3nDsh3404+veeNRxpqKk6MZvoeFDkQgC41sFvzG2+9gmgm2maGlRYmMWN+yt7ePtRXDMEBOSEqV\n1g+BP/7onG+++YRjn7EVoCVJFOtvuZ2cFiBGfxgxYqSwm4ja3ThivHeyLKrJCVWAcS1GDcKiQyhE\nwcIYPH4YuL5KSLVhve6Ynl5zfbiPsRXVYp+nr+0zyQZBxupM4zNKS9beYG1mJmXRDxAaJ2BdNKhQ\nuczw1Upi5w3zmFFajRXKSNDJophEBjFilHnHWk1CkVJJRKXFVrCynDJCeGS2uw0HjEnRe6IbkEHh\nkyT7TOpbRN+X1mB26DpAJcGAUKWODAP00eNVxEsIJJoUWKf7U+9/t/XrpPNLrn25lacof0qrqt79\nfC4hm3IDxZgIMaNTaR/8bCI0lHbdXddsl5p2eM82oWzxlJ/uwW3zjtpJ3AiquoaUmU4mTPf22duf\ncVQb5MRwtDfn+NEBD48WdPtTfvO1I47350RpeDLXSCWpq4rG6tEtVdJoyrxD9IToIQyk8Xm2XUe7\n6Tg9v+L28rrsKCtLRuB8EVJct47Vak03OJxPhV2H4LUjhRYZa0qQLME4oonIDDIkhBIQIHqKcKrK\nOBdARJJ33Cxbkve0/cD6akVOkXaIgCeOc02ahFKJaCCm0tKoZcIYjTCWlOGm70iqRqjSsgiDQxEx\nOTJpCt21jxTmotYYY/mddxt++MkNMQS+8cYeD0/2+ehszZwWLQWV0cyUHKncAkSZJ8oUmnjKo0gp\nWzdRII9qBiITR/XtLCLEzOcXG4YQxx3+6CO0bZtSPkeFzFaAcSMSbxxorMq8+2DCJxcN5mHDtAlU\nseWL25fsNQrX9fRuQKqMUoKbjcBYg1KQkicMQE7UqrR0Bu95dnbNfFKzWa0wtcXUMwY3iqnWezRa\nMFvs00zmKG0LW/DkAfv7JYhLpYnRlU90SrgMyyFzNXg6H2iSweSEEVvbwzJHn0fZqN2dMA5JlgKn\nVMHb22js/BZZHCVo6qKJuO7CyHgUhelnZ4jkiG1LjuUeDq1niI61v6WuKyon+eYrEyyF5v9gYVGq\nPEbzaELsWn54FshGsz8xHFaCxkgqDUpKaq1KFYuizqUFWIRey7xNyhB93rXi0xabzfkOkh3dckXM\niFCUEEQSiFQewEVQJKLPuMGT+x4VBCKCjBnhEr4bcN4Rc4cYEmEq8FqRrGRA08eAEwFPIAETnbnN\nke3Q6q9i/Trp/MI1Yas+APfbWePf9yCZZmxrxVC8yZNJhGS566Xd246wrZruHvWn8Z3t1iVBDGN7\nLI3Hld8UsrC/msowmc+QOfLGoxrDIUd7U56+ckJVVzxWGp1OmDYV07pGWcPksWHaWIy1GCmRwqBU\nMfUySu525GWTmUjRF6DT9bhhIAZP7wJd27LZtMg4cLJfo2tN/P/Ye5NY29Isv+v3Nbs557aviXgR\nkZlRmVlV6XI1YGyEBBKmEJYQBQwA6cIIBAgsIXnikcXEFmICAokBIMCykBAS4krAhG6AoIQEqOTC\nGLvSrj4bOzPa1917T7P31ywGa317n5dNUc6wrVQpdujGffe0u/n2av7rv/5LhPv7Qk8ikggVLrfR\n8GhN5c83lU8++IiLjaOGCMNADYHiDIaMEDB4xTl8FWqueIypkzNjFIp3pCy8dd1ztb1C6qwd3Slx\nOW548eKBOWWiVK67ylyEwxHuXeXicqSGgEd13KL3FISz0TPvoqkJFJwXSI6rwXM8H+j2M10XePZ4\n5LhLbM86ht4xZuG9p1vSfqbkSuedSeLpyOvgzEnUqsclYgrfBrpac7C3wrlIBdHi8jybykXR+k2D\nXxw6LsOBSb1UjaSdQNrji/DOT32Ff+Of+nnqt3+d8/k5cvBcnw9cPRmoRVlp0QulZGKeSDkxCQo9\nodyYXJRWKyXz6m5ino64ELg4O+fSDWCMqOS3dNJR/YZxe06MPaVmzq4ecX11RewHYhcpeQavM3dC\np9JLHz3fcffuzOW2o4urIK6ghe2Twd7q4CzzLqIEGMORF6it5Ewtdc0qpXKYhRo2yOUV5+9e8ijC\n3d2elDLPn7/E+0DsO/p+IPYR5yP9+RbvPMFUL7abjj5GPf+xQi90DqYQuBw9m94xRK99ekFn23h/\nkiuc0KT1nApZTsNTrdHmUiniTJ2g4ooQrZm1r9qLdBDBH2DTCdLpJNo8J/I04ZPgNa1jmqrKOZUZ\nz4yvlew881iYxTGHTHKV5BLZGT0boVIQOZ3v9dm2z53O73NzBmG8qXknwJk+b4s91UpfTTfJaimn\n4NqSxLBmTWtwpmq6C19Amlgk5mz0h6oQkzLClOs/dB3bzYDkRDcGhhh5cnHG5dlI6AfGGInA2HeM\nQ884DvRBiQPBxghruq9wQxuu5i3qRrTnR6RQ60wtSfsnLI0veSIdj8z7QvDabX3Y7TgejqSUldop\n69z4Ko4P9pkvPj5jd/eaVANfeHaNDz3LyKiiWHwFrSfZjSemEJ1ToZSsj5WZUA7EciCnmZIqf/O7\n95SaVW7HOeasrD5xHtdFOj+yGTf4fsPhEPQ77Jhf7QtetMMd1PH20VMOQhcc2023DLvynacLOtqh\nG3o++XTHdKw8Pu9NKUCspqdco0aYOkVIxbVh5gaRthUhTTTWsiODluRkLTXdh+W9FuQ4KXz80Wvc\nVHnrZze8f+75MAZkCuTiKdUxJc3KS4U0F859IKds+6qMsIqD6FTzzNZskcpxFmKEw1QYs45Frnhw\ngeI6augIMeJcIPQdm/Mr+mHA+6A5vBncUpVtJxV2h7RAR4vck6hGmGtMGNeOXZaeLQTEqZ66Nifr\nK9JcOc5VjXcRiOBiT3818nRzydnjJ2x95rsfvuZwnHh0dYkIPOz3+BB13IYPjOcjfVjvzeA8Lmo9\nTRt+A2MP12OkBixg0xqdKo1b4PRDavEiTWdNLMM5zXaUsUZV/bggQijgKsxO8DtwWw1WWkTnakVK\npZYZitem01LxkhU5ESF4IaJqCu37qltHvp8K86wqcJ99+9zp/J5b01e7WAzEEQgPjRVt/RHLolK9\nraHXJitnxfymHCsLfUw/feHa10pFRQBdRqEjHFUcdSrUnJhTYS5HpWZOBzXkaaJMe0ZXuDrrcXLG\nfJjpu8h2HHh0cc711QWh6yBEpb52HZuxM1q0wlptyFwMKkOj2Y3i7R5wVY1rPh5IJVHTTJoSx8OB\n46QF2PtX9+zvdhz3nrOzieQ8u8PMNM2UrJMKay2klDkkTD7I82p3ZPedig+B6w30Y7/0/ajLrUgp\nUBIlz+RUmFMhZ+3UPh708+8Pide7WW8s61B3YUPCM54FLsaOrgsq6ug9XYgMw4jzkSKB+49n9ker\n0jnH4AsfvD7wZCNatxLPZgjE84G6E6KHgsfHjncvI6RM2c/Ux1sGFzjbKtW0KSFIFaWq0wbTVUpV\n6KUiIEphUmfvyLXqugkeVwVxjmfPLpFf/2DVwDN2V3WyjG6obXmZ0T579IhnX3zCOTOHb32Dy67g\nzwZmMk8eP2Ke7nG1MG4GsngOWY1C8EIXg8oulUpXYJqS1VJ0XR9zYYswp8xRZo6lUlwk9xe8/fiS\n81HARarvlADSbXnnvS/yU1/+aX715UuK7KlTVjgpC7kEfvM7L/n7f+o98pNCKcHGODRBWxZn1Jh6\nVViIOhqPlZP7zIHzjEPP9VwIBkt97f1H1PkR3fVT4tk1fU104VNePex0vZbK9VVlP01U11HjiIw9\nQzfjSkGy4CQRa9R73zl8hIsNDEGoncN5Ucdjzc7er4LOjhYYWKYj2ihbGkmgVopUZa1JUDmcrDI+\nXa5sUsWlE6htQ+vL1rHxpeBL1sbpJEidcVmItdK7DKFSc6ETwVfYV4dUKM7EWFUY5+Q/yyD/Nm0/\nNk7n5uamB/5j4E8Aj4DfAf7N29vb//nkNf8Y8B8CXwJ+BfiXb29vv33y/L8D/KvoGfoLt7e3f+az\n7ZU2MIYu0nWRfijUEsl95GyA2necDZFNvKDvAkPvqBn6Dp6ca4YwmgFXmEQMMzato1rIaVacvgLO\nk8ThmMCw+vJQyDkxzxNTOTIdJ47TRMmZ+/s7DseJeZqp00SPEIaOzdBzvt1wcTZycbbR5s+gGl1D\nH5Tx5BRTDh6c1z6dYIbe2RRLVSPUYmKdJ5DCnDWzedjt2O2P7I+Zl6937HcHhErGcZgnqjjSnMg5\na4RaPYdZ05ahD/SdDjfb9J7eZ8aQePmpKj6Uag22RdWBU8ocp2wRvp0XILme6D0x9Azn57z72EY0\n2BC4YLNKfNBpnIsUzvKjwqLHBN7NqsDtHV3UmfFSdLJqrs5m92jfyMVZz0efwqPLjqeXI196siFu\nOmr0fPxyxx968ojOO7tVNVP10ThYzunYebz2QhhEG4ypB6w1ChRmc8FTS+ULT88IISBihtq1bMjU\nGWDNAgTOznp++tmWJxeRccz4cFAoKHhcCuRU+daHR7JUeqcRtOs163UGA4rT2ksIwj6rAKd3SgWe\ni2OuwtkQOX/rscomhcjjqy0Q8S7YiAdPEU/X97zz7DFffv8Zf/23rih5ZjoWnAjd42fEAH/k/XNi\np82+6l9OZ1BVWswNgDHbWvqhPsafMDitKjpn9q+OnIUNdIHQ9VwX6C+v2F49wuP4QuqJn75ivz9Q\nSmWqke32nLefXfFwmLnYeu6/+03q3ce88sLl+cDDfoLg+YlHnk2o+AofJ3jcBb3vm0PCmIUrC8iA\nDq3Z5JKZciHlQiqVuShFukhQtloVvFS6UolJCEnvU58FCaL1T5OuUii+aj1UAlITtRSt/1DpvRJ/\nPIKvGkz01RF0WVCc0JkCdX1jl/9gZjoR+DbwD9/e3v6Nm5ubfxK4vbm5+fnb29tv39zcPAH+G+Bf\nAf574N8G/mvgHwS4ubn5k+hk01+wz/tfbm5ufvf29vY/+5H36B+K9EPHuFHoart1bH2lPjrDR+iG\nK64fnfPWeyOPr7acn3vO8Vyc91xuA10XiFFwTJSkWHy2BSNVhf3maWI3q8zHYS7kuqOIxwuUOyg1\nMc2JOs88THccDxMfP7+jijCnxJR0EQGMfeDyYsPZduDyfOTJo3O2ZxuT7lF4pknBeA0CUQxLo9fg\ngt651VSgEc3Y2ki4WqEmUk4KN3aeMxdw6Gx3KWVpUM2lUsVzFis5a3ZyEUQdWAaZhanCURTy8kvG\naLRo061ZWIKuJ3jHMHa8+/al9hNZtqTNt0HrIeZM3WKQ2o1jN00tGslNB+Y5c5gqL3dCmQec36oj\nKImXz++1iXNWhzWXwjxXdg87ji5Q5sTznVda9HlEvCBeOB9VQ06MgdRGTXgThtOR9VbwBjWcrXSH\nnmLvWBS2RfTWd8EzDp6+C4TOU4oY9GUHab+kVlwVfBfZjpFuiAbvaNTt8CCRYdjw5PrIN343s8+Z\nT+7uIXaMmw3nZxu878lVOB8CJWvm1XU6FTP4gO+1V6X0A+de+OM/ecH1JhJ8QGph7LQFtQ3SE6dZ\n4fXTxzx6621+7mvv8/Lllvv9jkMN/PxXL/nqdWAjnmdvbeijVjylZioeqaocIJhzaaC1a27ILef0\ntGk5itfiYNTz3xqjuxgYQ2ToB8Zh5Kt9j9TA82GmhMiz63OuzzacbQb6vqekHc/znhefZEq+5yxE\nxl5JMXeHjHRKdNh03mBOBSg1A9X14Fv21fbSxD2bs8lVmG10dq5Cqt6kb6o5FKETIVbBWU83zhFE\n15WOZFeF6kAgKk5gzaUFXEFFUXXEBFLxpdJlTx+8TgIWtGnczvNSCkDgjwJ/6Ue2psv2Y+N0bm9v\n98C/dfL3/3Bzc/MN4I+hzuifBX7t9vb2vwW4ubn5c8CnNzc3X7u9vf1N4F8E/v3b29sP7Pl/D/jX\ngB/d6Ww7xnHg4nLDk6uR6zGT44DjKW+9Fdiev8UwXHL59Izz7cAwBEIMbG3yYvDQxYLkxFwL+ZhI\nSRtMSxZKSbzeHzhMEzkl7u8mjmmn0W1x1FKZU2bOiSlP1ONMpjAMGiHFzjNKoFZh6FTaphZls0QH\nQ3T0YU2QPbIYaZX3N+gvtJvWSJoG19Qyk4wWXUuhlsw8TeScyCmTkjLEyIlYE7Vq0TaXSp4zL17s\nmOasTsjKV74pH6DdziF44qjd6+PYMXSRs00kRDWwMWqkvB0HBMXKdSw4Si125mgWMTu9SSkJKYmS\nModZZ5scjpU5abaScjXGmCfTaUQthVzgo49fsnv9CkmJaXYMXVVZkF57oaITuiB0JCYH9y/3DGcj\nR1BCRogE1uF8OjlU1u56cTbCWZsTgcVvhGA1QNcakq0x0mmDbGdNPC3mVAOnx15FqEXhmdHr1E7n\nHLFT2nxj0OEdXeep0fOVr7zFzMQ3f+UV0fpApFYeP+kJITBV4WzTc787cr7Z8MndwbT7wFG5jj1f\n/tr7PLk6Y7sdCUPPQ4680+n19SoXoZm1dDx95ynnT97mrWfvMQ4jT+YDCXh8Fbi68jzdeLo+Evuw\niMxWcygnpZpFzLUx+BpsLabs3sylC47QR957dsEc6kLF77xQ9nfI9dv040DsOh69Ezhz6iCvtgND\n3xFDVJKD23Jd7nlrPFKOkZRm4hAIXhicklvmuSLO0UW3aAi2abxN+88tRV0z57UylapTR63R0xU9\nuM6EfEGUyIKy0HwRJdW05KMqGUOy5ie1QC3mWBBrotVAV+Ws9E0iGqD0BfoKczHnaKhHcZpFNef+\nBzHTeWO7ubl5BnwN+DV76OeA/7c9f3t7u7+5uflte/w3v/d5+/fP/eh78IswRIa3e87PNzy+Gtl4\nR+0LwwBdNzBurunONmy2I6PNOO9iZAzNqFekJkqZKSVbTULl1FNKzHNmtz9w2B9IaSZPMyOOrguE\nXphTUdquy3Q1k7tizZ7K1a9O/50RSEULhnhm70jTTKiJ3s242JmmGnivzkbX4VqsFSw1RzT6Ou4X\nR1NLIafE/nBknmfmSaX6pzlRijDPSfWibBLjVE3HrRsY+40NjlMjMnSRrgv0MVpzZKC3cxdCMJZP\ny1Y8faeyKiyMPUGbE5M2eE4ztcLhqPUeQuT1LlMKELXhtIta1HXBsw3Osr2OIo45O5CAhI7oAvd3\ne/bHI4dciLNK+t999BzxPcfdgbt7T+4Hdn/zAR87vvLVd/lo9nz18SM9jtDRRc1Sqs2i8WhNrGEV\n3mnjIw58ZIVb0RqPGPTSJkkW0QwtdB19iPjG4RKVn0es+74oscJbb8pb1z1DF2kpVrW6orMzefXs\nnDDC7kEJJYfjRCoabW+Gjtj3gNPBb8AhFfoYmC2jraHjp3/uXf6en7zm8ky/K8aO2AdCUG3CVd3b\ng4+MZ1f87M99hdev73DuG0zTDkHYbIVxC9utMPbqKJ1dq6ao4b2s5xHAORu3I41RoT1qXhZiBT24\nAMxVyR5eTa53kOeZh08/5dH1Jb4beP/dUdcu2uyt4qlKrnHiqNsznj66YrpP1OwJopBvJONdoA46\nLycGZ6ScFhC5tZZD208lB6QGpVmwVmrF+4FQK9klgunVIcpMdEUdgSp1Q6mFkgs1VdKcjA3olERQ\nta9tGV1g97l2COpOuFqJBeIMo3PcN+q+x1Qe7OwPAkcB3kdzgB99+7F0Ojc3NxH4L4H//Pb29rfs\n4XPg4+956R0m0GLPv/6e585/9L3ooIs8G3s2Xxo43w5sCNafE+n6jmHc0o89cQh03i99Lcr2Kki1\n/n0b8jQfJnLJpFnn4TxMe3a7xP5w0OFSZPoYqHunFNmkcualFO5roWadHpmPOyWpZGVl6Thszzj2\nnI+BsRNKTnz40UvOR2AYqd4bRnvCCDphxElRRlithY8/fEGphZx1QSvzR9P+atpQxRhGyqzRpXxx\ndUWIkSedZiqdOZLg/aLOsDDkYvtbo2BvkJrD4yQBAuVIOShLLh2PPOxnDofEMVX1sQL4oFMYg6fz\nnnFQ+m3Xe4beg6gD80bUqFLNQKlxiZ0nF1UHmFKmzHvqNJOTQ1LlUIW/9Js7fuYduHuVeP2p8Ie+\nesHFW0/YfXLgOm75whfOGIbOssgABcQJXfCL9FCtNlwMpQBXc0aIqpi71hisZTSi9wtzrVHGu+i5\nOOuRV2q+irRnoUoh5YzDxh7jeHJ1ZqKU5ngw4oJUXAz0DsbUU2siOsdUhJQTfSm8eH2HiF63i+3I\n9eUGqR2v7rXoPFUVvBz7yPm2Yzv2Jh7b8/HR8b4zIcta8XatBU83bnj86AmP3v0Cu/vXhH2vsvub\nmXFb6YZEF/U9Te6mqTC3rUlDNQOup9GMoyVz6puMEeihBqt5OKfEDFSD0FG5u99x9dYzNrGjJygu\n4L1J8WB1xI7N5SUl39O5RN7fIXUGab0yBe8ywtrw6YzGftpuofW2lZE2FSUNLNJUIhSKji+oQm1t\nr6IiwsWUUKRUUirMEjgcZoU1ZUfKFyhBrSid3Gp1p46nCJSiWbF3OttoEFFirgRtno0rmcftXzLS\nnUCDn237u+Z0bm5u/jfgH+EH52j/x+3t7R+31znU4UzAnzp5zQNw+T3vuwLuf8jzV/bYD9ufXwR+\nsf09juP3vCJAd8XQd3x51D6YQfTm9b7T3pZeGVHRMpvghEA2tlfLfAtSJ/J+ZjocmVMi54n9YWY/\nHznu9xz3s0YteWYOgRAUWkspk4pG974qvp2PWeslVRCnxela0VEKeq9QEaYyEVPm5XMU1w9eMeQG\nf6VCSoonl6Kf+eput0A5oJ+jUTi6AJtTCJGuM/ab10Fij68vlGrt28+arbQsi4bFO4OElqBVQDKH\n16+ZpsR+P5Oz8HDUImgqerMF7xj6SIw9ZwPE4O2WdPQhrMV4Z8XkCjGsmIbOWWn1DzUntQo1C/NU\nefFq4sXzO1yZ2fSBw0GZQ1I9NQV+5kvv8tvfec7VdqCvjmPdcr4ZdVJk9MuJa5FtM4QgGvXaymqP\nizMKtwhdp4XzYPsqDY5jlVuKzvHOo5Hf/q6QnFg3vo20yIWcKv0QEVEH9/b1uPT7qBG0U221gIoj\nRPuxNXxMxWRYIHYj1J6H+8LrnBi7yDBuyYeMM2q9OOg7bbrsYqCGnuH60vpcojkczNFqT1m/veAX\nvvYerz78DoSe68cj2+5ALPd03d6Mt2YoXligqWY4FopGg6lE4dW1uVqWFy/CupbdOwfZiY6C6Hod\ns5BsHMAw4kIHzlFExwBUC1CI0PVH9odX1Hqko5BmoBbFjhvBS+Qku1uv4ZtWr9V0Ky2Pk+XtpqlG\nq8+os6lV6q/b4QAAIABJREFUYc9jLnRZCKbgnYuQpgfmbianiPcqbVVCJaRiNHMWurmIV7p7Fm05\nECUVzLMjbx1Zoo3D8xQLaJvCtc62/n7zfTgcvmzljrb98u3t7S9/3wtt+7vmdG5vb//R3+dL/wLw\nFPil29vbE2ljvg78S+2Pm5ubM+AnWeG3rwN/L/Cr9vcfscd+2P78MvDL7e9f+qVf+rNvvkJHtHbh\nMUMX2cZojV06lTF20bBblWcJ3tlCccpQM0io1omcZtJ+ZjoemGYd1nVMM3meyYcDeUqUgoluOsVy\nc6KmuvL3ayUnZbk4lG0Wo2Y4Q4QuQh8qncv0Hsp0YHeEb+7ujIK8LiDF/lvkoyYum1SLR7MOnZ/j\n6cYmTxOWGouqH3gbh+DZbAZzLg2/Xou8bVv15rRGJLVQ0sx8nPjm33hBytoE1/Cn6NH9MIabThJ1\ndF4zlgZFFUHFQd1J579h4G3+j0jBm3ipd3KyR1qcdk7IeUbKEecyaZoZvfDk6QXvPDvnvasRf3/k\nveszPvr0gaELBAbef3dLh9PeCbc6WftSGttO6zmedkq0a97+1qIPTtqo8iUf1QJ8VbeK11n1X3nv\niv/r1z+gCbm23oycis4esjpX13dcbHqVj3FmxByLQVbyBsSxh/0B3/ml0XSunlf7xNOrkXfeumKz\nVS27dJw52254MVXm+UgIjmR0W98CjNjx/qMNwQWbzqrZSnDKtgvBMxi7cnN+TX95zaMzz1hfMBxn\nnE+K7viy1D5EmpuxoGFB0/Q/cWpM21RYkVbjs0uBnm6x1EgbHgMhdIQQmKsjlcp2HOmGXteKV+ad\n0ttNE2+/R4aRlHpKjTjpoDoKRck3pZ5wOmy+k40jWJ2kBaONJl3rOopkqcGwZLy1ZTd274ZaGCps\nMIdss3VyVpZrDJnqnAZLueBKXT67ViWEpFJ5mQp1zqSS8L6Sg6IFJVZSCCSvjEPn9fuLtGjl+1UJ\nNpvNN29vb//c9z3xQ7YfK3jt5ubmPwF+BvgTt7e38/c8/d8B/+7Nzc0/A/yPwJ8F/vIJ/PZfAH/6\n5ubmf0Iv/Z8G/oMffW/M+AVP57WrOFhvhA42Ejx6UR0Ovyx0k66oWsirZU+eM3lWhWXJCVcnYp6p\naWZAL7o4MyJR3xdDIvpKV5zpRBVECqNU8Lo4gzg8SW/46qh7YZ4Dr6a8Zidowb3RpGlQxckI54vL\nLb1lbb4dc2ijo/2Jk2nzdowx1sUF0miItdYbZcmqsJHAec6UUjgeZw7HmWnOvHpIRK835zB2ROvJ\nWFhnTiM0Lcj6JWpvwZaDdVqoqyAO7+sS8fqGbdkxh9BIzKjSt3ad0jvh2mlX9rR/YH51xx9+MvLu\n21uur3rO+kAOwug9bz29IvrIGAO93YTRrw4FmzvEyfkHoGaFgcwwqUNhzbgwx2UOp7qg/RamyYZU\nvAjvPdmw6XsOkw4sk1ooOVNyIY5KKnExsBl7zjuvheOq/RdUpw22RUzTTTXLYgyMXbQZR44vPr7k\n+b7aiGo4HweCh6OMnHWBX3g/82vf/BTntIaBd+S5wGhZXgi44IlR165biA+isCgRH0eePH3K3HUM\nzGznA507ElVzR4MDkSVjsHh9MdxtgagTdwvzrxnspmIAKzTX1mm7/kUcYwwkMUKNVDZDbzR7ZeJZ\nAVA/oAz0XUexepVCoBrwVNyibv2mGdGm4ZaNiWVDDapSerQyUDVzKcym/DFLUPaa1XChkp0qF4A6\n8s4JOTtyKjykwrkrSHHKiEsZsjaDStbm2GzD86ZSyDWzr0mVK0R131KCFIQsgdqr51P4z2Zk/ECg\n6m9t+7FxOjc3N+8D/zraf/nRzc0N6BH+ydvb2//q9vb205ubm38O+I9Q+O1XgH+hvf/29vY/vbm5\n+QrwV+19f/729vbPf6adChB8JTDQuab4qkbF1xWucYBUjSgVh69W06mUonIxNRekZDU+UhBXlcBF\nMBl/A1VKpdaMF432d2IptFSyVBJH6j5rycOwa39yV4VOmx+DscSWWkrQbCVEdSDRe4Y+8uj63Kjd\nCsE5WJxRG+rmTjFqM+AeWXuPTJpFqjqXXJQiPadMypWUFEcrAilrXWjbBR5deJPYMcfiTEfrjQwJ\n0wDTfQhOYSlvBXfNAjRDrA26s/dWUbbbCWVInQ0s3+O9ioe+febZsmGTtkx3r3nncuTdp2cMQ2D0\nwgsvkCfeveoYhl6bXfcJL9pvQzWplWbULBpv7LpaBR/UcNTqqKVYEMBCGhDWCN1JQURLvm2Wive6\nBru4Ut8zQslFYSyMnQgMDqKrdN7ILKJQaDVo0zl1QMGc5MVWKekxCNEFfurZBVk843ZD8I6SK9tN\nTxc9dy8KQx/JRX8rVGdZs4+MQ0cfm7SPwnalqUuIKpi7MPCVr31FiQ/1yO6D54Ta4YhaoK8esQZl\n7HwuMKlriaSN12hrpV14O6crr+2kt0daaKT9YD7oseWiXfo5F7pOR7jHsDqd5sydD+ZI9Mc57QVz\n4qnm1NsC1B4sdXzNAWqWY2SdYnR4pxlNtqynaDiLlKwEA9Ex1c6hIpxSF+04EKZcmV87fJfpLxNp\n8twfEnk/U1MCX3ElQ3Z4q8t2UeWAihdqALyYakFW5906JJwqGdSFzPPZtx8bp2NNnv7/5zX/K/CH\nf4/n/wzwGRtCTza7sR0NZ21xlRpdZxFMq02LRSFqjC0KLZlcsrLWcrXGMysKisLBCtlbYX6uSz1n\nTsKDvaeWqhFtydSsKW4xuEBZaepcYtQpi51J3HSdQgTR6g7BZv2odE5k6BViCG2CoePEubj1b+sK\nxwmSs0Y/pgOXc9b6UMqkOZNK6w+w0+hYOrKjTUkMLTuSBkVoHaIZ7JZBqRO0elLLfgzVx+pGDdpv\nsFvD9pZCNCtevtRdaFGy/vTBcbGJ3PWRvgucbwf6LtJHpwrJITDPGWcQI8FRnV54Z6wgaYV92/nm\n6hwq9FnrGuk62x917AoJLd5SWjCsN3mxms4y2RW3GF6ssBw6hQ9Fp47TRbdkCyULIWLrUo9+IZOI\nEAO883jkt76jtbBaKzEG+tDRR521UouKyjrv2E1uIYX0NmrCuXZcTlGBFqR4PQ95OSY7XqfZ1SxC\nqZ7e6yjo1pTqlisk5nyFk3xSpYRkKaOwRuDuzd9rvNHy8PV3lQXqqsXUm1sN5BQu9UpAcXYNlpjI\nnayg5miW59s5sTB12Q/LbNtaONn1lg0usKK9dmGeScvQ9Hw6ERuxAgSD2GrlUITJAj/JWWVxfMYX\nT6jqXFPVe1SMeWHteXr8SWcPVXPqC7v1D1qm82O5XajDCa6cMGgcynGHkhXLbZBSFWGWJspYgEIp\ne/JDJudMyULKmVdZ/9YifqHkg1Iodzasqdh00ryOqAVdYFTwsVMH49e5M33X8fjRGbHTCC0aJNZu\nfu1PUCaZs5rN0MfluYbnNw4/zaC1hSjapfzwcNDiu900VRqkiJ0Lp3VX51aLzslny5rNrP0VbhHF\nbESD9ibnVuPTPqfJw4isBgh9u2HwFiyIW6ih3ts4YNu81+w0OO1jiF4430buthvOxo5nT84YR08I\nmn2enzmgpx86hkGhqBySUl4FgkXW4lgzV6s/1AWnt2zGr07P1D2x1kFzRLaPdsSmUoSbhBgcfecW\nI19NtaFrHtlO0uX5YKQKJTEolmfqnW6laGPaYE8fb+iiZ5oyu/2RL77zlHHcMqXMNM0QB6WdS+H8\ncsNFmniYEmdDt0BTQmDfXYGNdBcxqrplxkVU5LSjWn0uEreRw25GYkRCxBdHyWIjD0TPj8MYZywC\npIKut1JlWQBvOoS2vtoabNp9JyQfa8h0TtXQSylL/USqTgxtwRwiSzbUkADvHOKViahZqluM80Jr\ncMvXL9e31KoTQdtabo44GckHZ4jJieq002OvXjhUqLkQKxxzIYvHF2EzJfpJe8uOKVFLVvi/Znwp\nOKN4i4hCt4AEXbPFocjMpNIERYRcCxKqjVloZ/1zp/N3cKv8KVHNr5ozc3ozWNHIdoZ5jRh3VZQ3\nXyo5Z51vXh/Ir1QrTIt9mQfLWhojpVaVeJcqS/YgIgyWIWiNzxOcDWq6DjhGG2ymzuXifKMquK3A\n3wq7S7ayNmY6wEvGSdJIKetib6KcuegxqBxNVVweg6tiIwy84VNUTXmBPxpubtGp1BNH0rIb0MLv\nCkEVW89NdbmaE2mOBDv3pxnYaVrUIJj2sHcY3CHNdi1qzt4JHmtwnWbyAfrrc8RFRh/oauav/uaO\n4zSz39+xiYGff/uCEmAsEaRTyRIRzlrESKNFm6ORBuS4xQEtIlm0fWxxsaaF4tzSkFdhDTpEMXmH\n0BtTTlDlh74pBThvWnnCl54M5mx0TfngafWmtfiu58d7z9XFyBACDwJTyuwPR64vztjvC7UbudwM\npHnm7iEx9h0X0TPVnouzbr22fsvTZ0/xsSejAVEVhyswJxOgBIVxqmrXOZQcIl0kWYDRRCh9k72R\nk/NTNUhpS2mBlmlBjSzZ7mn9p/XytDECtVajnAuUzDTPpHkmp6S1mq5Scyb0Pd4pVHk4HHGURdEj\nt2zEKWQpJ/dD2+/TrKUFcKVUUjVttdM2BFEnmEUdtKp6sARX1dkcIK8U6JgqcyMhxcDhODPOMykH\nbdqujoDSptsqE2SZ1VMt2ExeyN4p6hKE2QkJQ20MkalUUzxej/BH3T53Oj90C+Rp5nxz1KbAAKux\n0Gil1iOytyJfrdzXYkwShcGkCiXvKMeixUCTvqlGhdQZ50IQxZ78FpxTCONR62dxOiPHeY8LZ/it\n1mk82hfijJ7cd90JTXmN+FpErJ6yQk7cv743B2jz2KuQBe29McgH+37M4Q2dZwgO54VWFl6i9RPj\naidogT8a9LS8/oRV1Lz4yd5axqX/haAf0oyLoJG7frCnick0jpjz1rMkDX5pN7qNEfAOQSeaTnPi\n7tU9v/6tlxwnIT1k3tt8yqupsr/f8Vd+bceUhBIc373f89Y28up8xBXH3/z0A7725SfEzTn7w8SH\n3/4u43nPxdUWxg2EuIbkzvavmqG3RtCmOqzqCQZhtAzER3Ou5phQw9Moyl4w0oGQirDpIsZl0NpR\n9Lz35Gw5B+3HiUJ1wWp3zqL6Vu8bev38Uivf+fgljy8vOL8+ZxxGOlf5+K7ix57O6T5enHdcbXtd\nh3gk7Rm3Z3RRdfVwCkJj60DrFUpRT3i6IdB7eJhUELSGoMfsnAVj2QgwLEZbnUrL/p2tmRW+WqaJ\nNjp5PTH+zi21lypCMWp4Tonj3R2Hsw2h3+CM2u18RMiEGPFlJh2PyryUuui72SJfHJ2SA52tStsV\n24dmN1pDaDLFkVyryt/UqkPrqmkxKn5q9VMhOyg9uA3UWesyzjv2tVAK6jjTDLWjVKeBYzGyk9ex\nE87u8alUjkWQIOQAKYIET4mQoqO4SrEBesMYOAI/Owl/7XOn83dym5kOgf39jj7+Bp/kdwwD1oWm\ni/kAx4bna/SikjF1kYGXmqnOom0vnKs51TqMGXQfRnAOf94ieM/WGzzWRl7jgAF6c0DOqaCiWw2s\nw8I4qeb4bLZPrcxzy8AqL+4OKu5pTsU7ZxkS4LS3pYvtu5twoUaSLWNozmZJt5uRNJhhSQnd2txI\ne98J6uGWDKn1qNTVUMvy0ubu10wHwJJ+dXpq4b00xQVHE4tsEJe34KBUU0Z2HS8ZSekAqfBp3pNc\nz8fJ8VFSNYbD4cghFVJy/LGfPGNynm/d3/Pq11/yi3/0LV7Ojv/7Wy8ZeMlZ/4q33r7mC8+uubgc\nl+ZCaOfGE5rQmj1WjA2iRW2F/Bqt29Ho5/JGtiQOxM5bjJbBiGa3IQbGvuN8o7U9Z0oQzqsDcMGg\npQbjOdOEi5HBes5yLuwPR77zwXO+8IWOOPQcDpnN2UAXdK1145bt5ci2i3iUOl+GRwzDSDRxWWcN\nv3NVP3wszsgKkY0I5TiTgqfbXnB8bpCpM0UGM7piJ8q1bGUBaheTbk61RTluRSJYHQCYQ3DCXLUP\np5ZKQaG/+XDg+YsHurMrYojMQyX0VWnJgMTRaMfFmqLriUNve7LuW8WYguaE2utzqSRzjmJjp+cT\n6nSRhgSsNSHn5SSTV0jM9Q5fVd3aJShUjimT0h0uXOGBYxGmXIi1QM5alzNl7qkWsq8UX0keSnCU\n6KjRUSPUYMK0Tn86hMNn9zfA507n99gmpmnDB7/7G7zzU8+Q+RXQjLstYleWZQZCtMgEXxcs1/sB\nv2HBbbeY0XyjgXKEQZYoyTlH5/xiLNb6R7BU3lajYc+Hw5GctdlznhXGS8bIKdaPU2zFxqg1oCF6\nQnRLX0dzLDi3wF3eNXiLE1bY6mTabdb+bDdFq301N+NaJmT/O8XaF5jMOUtirOy/RLh6rK5lYItt\nUUOzkHFb3cnsTqHtEEtWoXBmi1AdZ33g73v/nONx4Nsf7nn+wY6hy3zl3S1vPd1wLJX/52/skIeJ\ns84TcjYWWschCflhx0Dg2VuP+eDVntkJP3F+zmaj8jEVMSkRZwVmMfivYT9rrclb4ToEZ3L9LAa0\ntEK60wbLOYOkTMlZIbWFAKKBQtcFUwgYVHPNr2PUQSEaH+x8OEG8w8eOi4st8fmOKomcCx8/TLxd\n4TBl8IFtF5YZL+++fcH2smcYOh1PHgbC5VOGYUOWQL+M39N1UyqmYu5woirV+6DZ6nYIZK/ymNLq\ncN4jJeAR6kIkOHEgp4HNsgbbuloDHKuMLO+U6pnpEBcoArtZ2MbAJI5DgeQc2bFIECmUrA7g8tkz\n5sM9x4eXCtFZOLDEeq1eYlBeC4jaOlwRkrr036is1SpttQqq2b5bkNEOqIlwVu9IGOTmFAKb08Sc\nAoMr9HjKCLu7Si4ZZ8gLlv0XV6lBqBElxURH8Y4aHCU4qjengyzfeerAP8v2udP5oVuh1sR203Gc\nC308ro4EK456TxgsS3AwurWovbC/fI8fV1ZY14xuM7QABKvxNuPsF0MMDdsXnZN+VDaSSCXXI6/v\njxoxWXG/6Tg1OCUYQyAGz9kQlxpPDGu9R7ORkzrNiZM5rd0sRpOGHJkbkkYnb8dkj7tVer65hyXT\nOYEAwbK17/ncIkbNPjU0sEB0Dr2fmwR7+xzn1MCJrN+wwIb2vV2nad12gDEGhi91fPHZhYqnRu3L\nSiL84uWGOVdChcmr+sPPPj6nVHheChId7z0Z+YlnG3yAy61f1AeUWCDrmuDkhFoGpvvV6nDawRhs\nSKPDUaSaoxKS2P7bqIxSxZpmdc0sUBPWy+G1ybGxwk6f6xr0FQTE0/Ud7759zu9+57ldHsdbTy/p\nG/vRhFdbxjunypPznthFnck0bBivHuGDTtosaJisNOKCAlV66NWM+hCDoWBFh715j7gAThXEaxOl\nbGvCndhwu86yGPf2+BLq6BVoa9wCOvEdV4+2vP4oKcwWAv04kGRkc7G1sRh6DYOH6Bq8ydK7049b\nJE9I2mNzNWmqzY0huMJ8stRxSinMpZCqZjanqImyyYyibBBslcYClcU2qD0Qji3AdZUZzZidq8xz\nJsSMj5EwqQQOVZaR1g0V8F5WoktwSPBIUGemP9ac6mga8wgBSHzW7XOn80M3M2zeEaLnvLfGRGeQ\nmPeEoFlMsKJ934xpy0ycw+nM5cXYtRtoiRcc1uSrIY0IHKvSOItowVO1z/aU+xYhmfAlxSR4VMpE\nEDpx1KoxYXAte8GaOhuTiGU6KLzpYNqxN1YNNEe6ZivNAKxewy3G802dqdP3ry9vDlnMawis0zWb\nJbF9b9DJkhzYB7Uu9XY8p7BK+662v61BUVlAzuRjKmJ9UmJjH843NjBOnE38XC+PFzVCFYM7nRDd\nCltp5z90gUXSvuIWLN9ZH44Yj7yde81sTCBWio5dFu0BEanmPK0OJIVv/M4H7PYHcsr6WUHFPfX8\nVO0XQ52jPu0XGm9tmbTtiw9qjUVUr+7Zk3OGvsOHGZxn9FVFRH1g6NZrJzVzSIXN4IneaTY1XLE5\nv6DmmX6DQYRWi5gy+6RrIhqjsgLHubDpNePaPv0ix9fP8SEg3ivMSMugDV0wFYcGaYVg66jadW9R\niFuhuLamW5lfXMTFnu3Gs99rCDmMPbn2jDEYE8+OVdZ3AviuV+eI3Ru+MzNRLHE1xp1+k8FwxlbL\nShqYikpbNQZbY8sVAVykSqMnWF+MqUI3Ukoj1TiPFvpde38lFeH5nHkaEp2A5EK053wVm7KqjcLR\nwSiwa1GaR5l4Bqs57DGcZTod4jJ/O7bPnc4P2/4JlYNRY9RxcTFa4d4tcIX3Ha5zSzTlmzGm/XIs\nWKxFZFlO0mYxVshhRoRFafahsLDYnFR8LUhNets4k6vxMMRI05wy87HckK1o3wx/DH5xLmCyJW0X\nTww1tExLH1kd0eosmnM4fa5alLnCHi1jOh3R2/6xZi6tL2K9VU++h4YzyZrlgBEG1rqE3uCYWoFr\n1uINUgENpjDj4M1BBOfIWbHxWr3ecI6l/8fbcUnlBH50y/5Do2jT0hswyZ01EpdF/eCUbGFmWV8v\nq+OuVaWVWkjvzAzt7h74K9+44zCbSGQVnGjw0GqIjrA4GFDYJnht3hFp7Lq2o2v2GL1nsx24OBt5\neTeRCrx+OPL4MtH33TKRFSns9weGs4E+qkxR1w10m3OOr16zk8g8CX2v90sYN1Q/EMVzTBo0jdse\n52DrZ/Jh1vOWJhVf9U67gcVpgND21Zy37rbuc7UGydPmvjY1VE58UHN+gqOa2oAPQu+0jcH5SBTI\nc36DPYplGc4p8QMfiOMGXFiCSgwW9S6YakibFmx7KSiJomgzaK1iqgNK5EnGojsJQ9XIW9+W0v7b\nWlluRCorkQapRKmkLIRdYfazBmwp46W1dTgNYryuy94F9kGnBJeT42hBs0rP6XFtHp9zeFn0gH6e\nVXjsR9w+dzo/cPsHwDu8i3Qxsekj43a7RPl6cU4L/Lq4M9gsj7ZABJGEzAaPCewtGiqNHl0rdTrq\nQm/MJluwwRll2jvthA5rNqJFZnMQtMfdKoNOg1xaA+LqdJozWBf6G7nXQlnWP9wJZHHqENZ9aQyl\ndtynfSgto3kjMTpxPrI4lVWzbCUKrN9jaNHCOG5wnGsGxikza8lwaAZ1jVSdaVy17EPJHWrjPF4x\nboPktFG1YTYeCU5v3pPTAur82zHjwLfjYGVNiYhBSixvXpr9BBwV701cUqoS38zxK6xaKDnxq1//\niJeHQhZnMFR7LSvd3qCe//Mvf5t//h+/XGCnVhPSra7OuVkz5xmGjp9+/xEfv9iTpwyo0nnsCpBw\naaKUzGFKhC7ozCibecP0wEffnvkgvOD68ac4ceS50vUjl28/YzwfQSBsNsyfHDh8+glThofdgX6M\nDO6IrwlXE04aVdhuLJHl3y3bXdbh8lgjVbMgB6eZdHMAVRyl+mWVzA/31LcfQS2qZp4LgzmHKhUx\n5e6Aw1foTC4Id7LS1lvHTunJrBtZSUZKk7Y6Tl3fpsei0GrLsiqaoVdb+y3IUrUAB0XXs6tC7LXP\nJiYVHdZBhap+4lpjcUMqLDjzDUYMLESFJWj00JhOzgHV8fDJJ9Bv7Jjf5vsF/3//2+dO5wdu2oXs\nLvViBSdq9LF0E4tERJCUbVEIk7DgsUs2UyfqcaWtzgsoLTR8tTG2mvHrvMEvtgj8iRjZ4jhO9rY9\npubxxKksmYa+wzf5kyX7MKNsTkoWo+SsYdHgC9bv9RbStxum3dBL9G8ZxeKgT/btjZzGbqTmuOU0\nm1kcK8YAsnfK97pHVkPNm4oRtH8tDkyWeT/tWUtitJ/FQRCnoq6Ls3KoZpYH560Qa9fKokJBiRL4\n1clWqbTO+na+nB1Akw5qBBFdJ45ajUd1sr/6dYnd6zuef7rjtz8+sLO+KVDYVzvlV9hO+52Ej17s\nmQ4HxrHHG1DVSCNO1uJwQ6VCcIxjz/tfesJvfbAjffJArjBcXjNsz6g5sXv9imnO1OD5mXfPF+o1\nUkmHO0Y/Ii4x7WaCwHxMfLoLvH7xgqdPNvjoCTGwf/GSb/72h6Q68/YXrri6PGPyqm0seaZKWYI0\nlmu+srnaOlpmQtk5fPPKYlBXq4Xo/4t1WYYQaESg+8NEFE+l09lQfbcU+50Uprkydg6O9xzud9SS\nTz633UZKdmnjKJaAwa5jcDbWoxpb1NZFLlYvaQ6UpireAoJT6rU1jZ7080V0EJsT1e5TfdfKaQNw\ntX1r96lC58E08lC9QrtPo3OqLm22A/t9/vYTHg4HmL7X+vytb587nR+2CZyLahGdzqFoRlrXgyBz\nXrDbQ21qsM1ICiIzMreFKMtN3hq2PIKLa3TtnSPSPEsjILSo3b1hkFuI/8ZjNCcAuCY3o59xWqdZ\nshQLck5uoeXmbkG7snf8yc0ri/H3Jx/mmgc6cTinWc3puV0KrSePrS89dQ3qWBqdu0W1K9xSl383\nwUU5CW2bnL2Z5MUgNdaYQ6GE5QBkhfjauVmEHL1qwL15XGvWswS/4k7OZytky7Jmlp0U66tpzsuv\nxkoPrTIdD3z7u6/51oc79pPONpIWvbp2vCvm3zKDKWV2dzsuLs6QRhqx764VfEBrW7abwcRW+y7w\n7OkFr5JnIPDe00suLs/Z3+/49svnGv3Hnk23yt9UqQQywc0WrzhqAVcSsKELMyUVqB6KIx1fczzc\nUT24MpIOGYZIcEpJbo7kNBM/XShucZiynteTV7k3l9ByvgWolpLa7WEjMFS09dAaNa3loTHRpklr\nInW/Z5qOy1j201CqJTwNCmvOcSEELM6x2Y/moNbfy07JyTrhza9pB+YcEAVJq5Nt66HS4FW/7otb\nm7BbMCauSTbZPW7esgWlcmIX3qT9fLbtc6fzA7cKpSPnvMiAdIeZ6UT6pbaMZpppgozpBAbQTZdh\ng6u80xHFp5kIeCtC22uA1bmcFvObgTgxyA0icydLwiImb8ZyZdOxGEXzKUs2ss59wfbj9HWN9luX\nG6IRcwKLAAAgAElEQVTtRxthsDBrnDmiN5yg7d8bsOO6785pPUb3pWWAJ691mono15rDW27i9VS7\nVjA/geaainOpej5OHU27+dr5a86sOQgVSW2ebnVqTXTTGY230dxbPc85p70wVUxO/7S+0MgW+h1K\nVFjJCCzOTOVt5sOOv/RrH/L1D/fspszdYWKalM7czisOpKpSsQ+BIlq4PuTC//71F/zT11f0XUBc\nWKRUAMTkH6plEnotPH3f8zNfecIX3r0mJ8fj8w1ffvaIl3Lkd6ZEKsL7X9owRAeSydNM3VejfQd8\njPT9gItbXO344qMLXJgpU1I6LkLav2Dav8KPPZI6xAdy1Q5/FSwty0pZKPMn6xHerBMuvt4ym1bP\nWnBZWydVb6RlmB6mkVhyIpGZ00SaHjN1kZxm8uyJwPF+z+s8s5lfUPevKfmI5BkMHhfrfSmy7u9p\nU25ZGGutv0ffU6yeo82umqG2tQIna8d+gsFvEkF6kKRF/2o3SlPOTlUoko39CdnW/0gbMOepPlrk\nofetqrkLxc4PDYFsduIM+qNDx7B+NkLB507nB24ZciHPOi0zxSvu7/bMtpiQlaWCFHMQQliDnjVD\n8c60ztQgtUbJ5XmWfyxGvH3KKTzVJGMW2yRmpN0aHS8Ql2+w3JvRyRsR+fLYm0X6drOflLzXze6I\nJaNZUv/m0Vr2duJc2k243Elvxq0Iq/GW74lY3cm/T5yCVFnPwXLM3mCE9U2nx9uclPPr/uu+qsMp\nyHLOasUivtYzBKsSWotn7Wgbnmg9V8h6nZaiDdYwWJQOLTYgzIXmiNboU4+1cHy441e//hF//YMd\nn95NTHPm9cOe45RIOeux2n/VILsQ/ALPpAK7XNkd9pxvA90wIuKXuqFIwdVycsVBO/EDl2cDm0HI\nKXC+Hem9Elx+9ue/yKu58uxRJJK5e/4a8Z4Xu8LDsbCfzCF4z5eeXnN1dsZbfaT2HTkdSV6zufn+\nOWl6YBg2SO6pIeJsHo54QfxKMHnjnJ9mL+upbYsIMOHOokoGWuNaV7TWaSfq8QFKJpA0yKpHanHU\nFPjkw4+4uDyjnx7Y+cDZpmO/O3DMM9Q7fHpA0oGSZ21hsBEmC7XbrbujSVRjn1ayrMPY2kRgVXUW\nqvMLkw2wnixtdq7tHDjw0SHZUYP28Um0dgspSIG5CpSkNbUKPcLstHUwegehU0mkGHChR7yAZA0q\nbcyI2HVyXom3vRc2zjEt7v2zZT2fO50fuFUomZIjlcp+OqpEPq1QvdKHtalP/61VH/cGJNM00JqD\naYb0+yAZePOSnuiSNUvvTj9/kZMxtok5rAarrd91YoRPoACVp1nZQYtS8hv7sBr1ZQdtk5YytGNZ\noryWobwJD+hr3nR4VVaD0EzzqcNuMMQiEmofJqhUflhP5OKxWj2t+dvTnHOxBs1hCqay247XWSPi\nCRS5OCgzhE5dlZjqMOaohNUZVlmvFfZZVZQ0UYwFt8jWnEBxTVrleJz5i3/tU379uw988vrA64cj\nc8rs90cVia167YJhp1JP+lFAs51S2R0zf+UbD/zEwfHV9wJdryoXeZ755JN7Xt3tmZM6nujh8fWW\ni4tRtc+8zkva9gEpmTlnHp1HngS1YIdj5TeeV+bjARwcDol9LhRj6e2Ohaebe+Rux+O3H/Hxq9fE\nTim76XjkcDwSB8hzT4m9MezQusVyqdYsZQ1E3NK31hyPshdN3zDNpCnx0csDY/Rkm1/U9R3bzZY4\nCnU6EJIw1gp+JOx1qBuzkCTzcHzNt75beXmfeHQ18vgyEkPh6GeCzLg6IXmiZEU5GnPwDW9jjr2U\najNzTMuwzczJWRUEaiFXQbyNkK51Oa72e3XAjcfodPFHjxsCMusN0wYz1iw4CuKc6bih7DznkYhC\nB6GH0ONQWn5yxrxD7+OltuhQh4QHF/m8T+fv2GbtUJK5fueLOAoORzQj7FpUbGH9UnBjLSa/8Zhv\nxmc1bks0vP4C1ibLBjedQmjQaigtgzCbuGRQbz63vGJ9O43tZbuxBOTLXjRHYPbWn97xOJBqRmGF\n1JaM4zQAski86VK10crtm04NSjs3WMl70bI6cZLr/uoNFkJ7zMrk7ns+17LSRuX2biUsLLahnT/v\nWAo7zYGK6bideMl2XZsDaXCg2hmrczm7aU8gS70sGpw0lkVLghafWVd148NU2Pme1zmwnyvTnJnm\nQspJazo4nI/Ldc/e4YoWl9sH1yqcn3V86d0LHl1uqFKZ9hPH3Z7DYebTh5mP72ZeH4vBkHD+6sij\nvjnawGa84Pwnn5CLZ5oz80Pl4qLTEeBD5Ge+dEGuZ+Rp5ld/4xP2h8SctWfleExwvWF0kPrIdz65\n49U0U0qizJmLYcNuN/Hi1Z7zNHN9MajWX/QEI1Q0eMnTGoDbum7XWLMLqUItlcNu4qMXO3ZTYsrC\nYc4cbfquD56r7cSTswPeq6rDMQnZdZxtX9EPA746dq/u2Yt+0/1+4sMPPF/78iOuzwLSQXQ67Yaa\nkJLVUBvxoXkKsfNfSiVlnS+VFmFP67Nrr7V9VyHS1gi6zlBSIsJasxMxRptzuOjxGY0YxFOD9fHR\nAiGHeE/1lSCaWbsQcaHTsdx09K7o6HNXEfzKkAN1UDiqeISw2IXPun3udH7YZp3kwUEfVbYjLFak\n0ZTfSFtW49JqCy3rMDxnzUROI7fv+VpYX28R/ylK5t5wWAYnebcUzE/LLu77PlnecErtYU9r1Fwz\nnLaPb9Y6TqMu+5YGD7mGZp9urWjq1sznxNB6TLJd1uPWAr47ea/11i6Gpp3lJWVRIywtB7LMou3h\nyU4tZAKnzgrLdFrG2pyHN+egmdCb+8ypI3KiSXFZZwG1QXSnF1hofVHOSCZtp06K//ZIAfCer713\nzvlZx+/8f+2de7AtWV3fP2t1936cx7137p0ZHByYAWU0DCAasGLQyEZTiVgYH6E1EkYwhY9gysTS\nUhDlISWImpgqQQFRC4yPliAajVqO9pUS4xMRDJpBcBgc5n1f57H37sda+eO31uq19znnnrn3zj3n\nzNDfqnP23v1Y/evVq3+v9Vu/3/0rnN+cgm2442P3cebMFhpNmg2k2qc1qGzEYGXM1vlzoS+TdMCJ\n9TErmWKYgDWGWWX48F2bPHR+m1ndMm8kF59/Zhe2FPcpn/4oZW0146abDONMMZs3bGxss71lWV+B\nlZUB40GGTRPmdc21w4Yz52dUtaw3a9Wch+oZ9VbFaG3EdDZjY2vKrKppjObmkye4UBkuzC16aFlp\nDFlqSVsboizD8/Xczo35oKm48ejT1CRZSk3ChdYwHKZcs6a46/5NSbBZNWxOG+4/O5PnYF14vE7Q\nOmU4SFlJE5qZRQ1WSQaa2bTi7NzykfoCn/34Y1x/YsggUyTKoKyUjbc+E0GcYcCKAtA2DdO6YV63\nVKYJczqVWxzq0+BYlUiZBSvrr5za0rny3TtovdLkxlVYtqEM1i1iV1YWQNtE3hqjDBiFonHRiyla\npyRtyopOqVAo1QIZUAfLyi/Kjgw3oSNbfMMvB73Q2QMvdCHpMhmvSZNFEx+81g2dBq8IASGecfuU\nLcq7juRFClq7nBh/BMEShz17ZtlZQZ6Ze0HRmeCBiUXtqvgCRFzRWzYLx3T7I29U59JTYrnELsOu\n3Ri7xR8JJ5dbsm7xZcfIu3IAripkkKCqW4cRabzKhqBzDF3WCKw/2TrBL2dIYaqufpABGiNJTpVV\noXBabLhJmQLlor8s1jG5uJhiZ92qsHbGRzEmygs8CZX2D8dXKfH9LvWSROscaMM6M56QzVhlm+ms\nZo2WapDQWs3jjo24fm3ItGo59ZnXccPJFd73Acu5rSk6TXjm517LLTeshRLkFkBrjp9c5965QmUt\n0wtzqrZyqyxbyXruFJdUG6yu2Z7WXH98nXpec3Zzyr3nGqBlZaD4jFNrPO66MWfObvPgRiWr7udS\nC6qxMHM5Ae95cExmDbNZRWUN2TDhbFMzHA+pMaxknWLmhYpYoF1ElVcIsNJrKhorXjnRiea6k6uM\n1sTaypTl2BNTzmzOeWizZmN7zuaswbiyza0Ri1YpKeWeAWkL1p5hdXWFqmnYrKGqtjg+asjUCuvj\njPEwQauu9AKeSZsuwMhYl3WgbalMS92IG81YS+VcapJRwA0yLSVGrO2El0S2uflG60cLYS1eiiZT\nkKaieLaporGKNtG0OqGxCp0YlDWkZirVeUkxTcIgTUnEpkQzQDHHu41tSyh9EaLrjEWNLE+ZwUcv\nXmtzX/RCZ1cM5GNVPtw6qc68j5hscI9AsGS8ayxYQI7r65hB77B2FtuOF2ESrKfwy33a8BmcSjZ6\neenatbZzUIQIG7r1NeFQr1W6Zjp6OrpiS8gLxaAR0d0XyrpV051mGpzVrgG/yJPIGvQVHUO/hP7p\nJumDFhZsHhUCKHwRt9aIReQzEmBtF2Xme889Jr/yXPrK+c7tonVkvYsucp3hrtdYvy7HWVrGC1eJ\n2OqeiOr+K7em3LpxpBVtK5beVqM5b4dsJpbZOGOeNIxODTg2rpnPxa3TVi3aKtanMzburrjxxBo6\nG5IME246tcqx1QGDLBFmo6V67ONPrrA2SpnXrUTEzRpmjeHCds35jTnb5zakgJmCNGtoq5pmNsek\nAzYry7y11CphPh6yng2ZGY0eDLDDMWmboVVD27aY+RRTNZzbmvGP9zzIE06tMRylJEqzvjpiZTXl\n+GrCeJiQakOCRbts2XH4u8yPdYpKG49/nxTNWY9JkjAeSti3NdbVq1HckCYcG1VszTIe2qrZ2K7Z\nnFa084amcRVDW4OpW6nKay0r2zMpBa4UdTvkofMpJ8aWgRqibErmKsr6cusiDw3erdu60gWN7SxY\ng+RG9AtPvdusC5emc68hQQjGu4g987eAsSTGKWyJZjhKSZUGMhqdUCcJjUqYttBMLcpukRpJz9SQ\nMkhSJEO9lEgRR5ykXtLWYlwyXf8+e6UutTC7ckOnFzq7QxjBcSwnVxc130VB4X90Gr8XOt5i8NaQ\nnwOKJ/bxh3lLJrQl2xY+I5Ok8zYsu7QCd42EWmD50bFu8KpuAn+xiXhkeaHl77kTDv6fX4Tmz/Lf\n/ULn4HLylkLXPV1f+Bcr7hwH46wsv85EukIR16zppL930fn8X941YJ2AEQbmJ03ldp211BlGC/fj\nIw+9a9Fr2aJ0+LkigoVqrAl97zMo+IW33S3b8Pz8xDlWwqyTNOHa42OOrw6YXbvKbF7TtoZpVVO3\nsgC5bizGKClD4bJWPEVrzm7XpKnm5ErGyigjS71zUqFTSTi7OsoYZAkrw4QTK5kr9dAyv3bMXQ9m\n3PfQFrPtBmUNzfkHmOs5j79+lbNasd02rI/hmhXN+lAxzBTr6ys87ckDtirDdN5QVRUP3L/BAxcq\nLtSWM1tzhisjbr7hOMPxgPE4Y5gmDFLNIEVCeN2o8lFbiVN8vFYvykOniPnxY8MDk/2DNAlzI6qR\nDBE2MRgr5RbGw5Tq2ICt2YDz2w0b04bpvGE2rZmZlrqRXGVb06nUutKS/LVp5tRVRjNQNNoJRy3u\n4ZADzvr5HOPCpE2gVXKmKccHrMsUIHM3BhsS9gbXFvEcjw1KkB/Hxo2pTGvGaUaaZujBGDsYYZIM\nmyScaWC+2aIahabCmFbC2lUSkpcmuouCTI3kXgOXesexHKNgOLBMtyxSD70Pmb4KsGAzPGMYZ5FW\n746IrRNvEQTBsmy5+Dme2NLxR8TthGssu6zU0nUX1Y3FeaH4h106pmN53cu71BaLDHdBMtjFPthB\nSRSh4G2p4PVzL1IIQHCNmdBAHBoB3dxRJ/T8XI8K+cNwAQQqrE6XXJ6dH7yz7xSLbrxOvlpnaYQk\npMSRg+63r95oRJh5BqFU94y9P9+fZlqxnrRWfjGFE3o2CCjv+vORcVpJLSO/P00UA1eGYDxIaFzI\nX2sJ4eFdGn7N9desoLQiSxSjgQid4OJ1THo0VGStoWk1WSLlLwaJZmWQMkwU1x8bcveZivl2w8fv\nv8DG+W1Onlrnc44lGJXBQKMyRZZCmlhWEk2aZay1hrpumc9S1gYpj28MlVGMBwnzxrK2PmI8zCR9\njpb1aYkTPl3Wcx/0IWMzgbBqpw0uXT9undhWSmoRuWepDVhlpGR622KNYjxUaN2QJoZBqhllCWuj\nhqo2zGvD5nbNmc2KjZnUoarqls3NGY1SjFPFUMvaqaatXeSkxge1SB7GaLx6N2s0nmWISPluYzrB\nKWPXypofN5/jrSWvpCk/zhVuElSW2CQkDFTGMB2SZQPS9TXUeBU9HJMMU1JSti60tAMNGzPG04rM\niFsuISVFkWqDJmGAllx3YUB7SiQRuSRJyLDUy2/9JaMXOrvCa9Ty2QmSyNpR0ecugmU56qkbhD4a\nLRIl4WNRKOF/W1gIQaYbtHKxzgryUsPxwDDYO1rcQdbTHpka0SXCJeP7jgVm2O6jt4jmY7o2wgvk\n2vdW2lIXdxP2fo2G7SZOO7dmp+kG+QbdfEDEwGVdqAtwcNk6g6YYd7p7FtYTHO6tE5iy8E9cKcvu\nRm+3ha6JFZMEEnxQQxc04H3lKOXSk9jO0nECLlWgMx3q0FijyRLl0iw5y0V3K6K0csloXT+lScJg\nkIZCfNZFTXmrqNGdy611uQCxUiphNEw5Nh5y5nxF0hjOKwV1yyhJGA4Uo0FCkmlhfEqydaeJJTVQ\npy2DNGEwHNC4BaiJUi4bumY4SCXjuYsbV5Jc0OUz9B2rQkbs6LHI/IPPNI1P+Ko66xaxIqyykv0A\nSwoYv/4EMKl1AtcwyBLquqVpLaujjONrQ6aVTPjXreW+s9sADIaZ3HPIym0wVgWhr6zFtD4Pn1g6\ndSsBA5JrzeVRs3T513z2kmB1h7eFBTgGoPy74NaZZVqTGsl/NxiNSLMhw5VV0uMnyFYGJKMVBnpE\nfdKymSVUow2yjRmDeUNqLEkr7rKEmlWj2XCZ82VdqKPFEAq5mSB4rkzgQC90dsdzfceOQKVd+ojY\ntMcLE9mifI4tL0xieaIiprT0O2jJUbvhzIjB7RQ5OGZpl87zgsQu0qsigRYtoJTfbrDbSCg5ZhwO\nQV6uBYnCIl3Bmgk0dPsXxqrtvljvejNdg1437NpaYOtdv0dteiHr3Yba3ZPPheeTn3gKZR3n4jVi\nQeiZVLi+ExaeqWvlGAnd2pxwT+6bn3JQ7tNbXV6ohWzGSoU0KUrBIAPTQmtdGQAtjCk1Krz4CrfA\n1I3N4P50io/WkiE95IhTsupdulEzSDSZtdQupNji57UUOklIEsN4MKBuZdHpSpYyzqTOTTbQqMSv\nE5I5GJsoxkoxaFrqLGHkMyobG5YaaDeB5yviShFDsXKCyaiUY+qg3AI4HSlVYamk7caYPDtXuiJS\nHPyaNUCKJmaKxrS0yl3XWrI0EUuvMQwHhtU2lTkXA9cdG7I5rdFakqGKhRY9P7zLS7kFmvJsmlaS\ne/oISv9+xQsBrHvPDC4BKJ1Vo5QExSjcuIveAYW46lKjGVrNcDAgGY1JsxHZSsJoPWW4epx0vMYo\nGdPYGcP2BrayFUy2QbrdoOsGVddo07JqDFWToFSCYoBSVVCe/XyZUWCN6ionP9XCR7hs9EJnB54a\n+L08aB0Y9rLQCQN6wTxZEjiL7HIXjXhRMABd0sy9SAxaNktfFnZ7YyYIuVgnDzzWH2QWG1ChKmf3\nvzO4vKiz3f0v0RBY8JJwCJdU4RUjbhFH40KoctQRakd/LTbu76nr+yBJ3U13wtBP4Pp5l7B7oclO\ngHdiSB5QEI7R8woKhxdSS4tk/S37Wj2LiK/RKQBaK6zVoY/EbeerWnZzZtadJEInsqbcpbWzin3Z\nBguk8RwIRgSAnzfQMELcd5nWZJm4/ZLEB20IxS3dYlqbaDJEyBttfRFd0aAThU/0lOgu0lAE8bKV\nD7LKf/GBhLLU7tGo6EsQ8KH/nKWLchGHCm2VLMlySofcg6xRUcpFGrr+kIzUFqW0BGRoRZxgerf3\n07ow6NYrcnTzPCba5oeDM3DD2HB54d28j2wPwsudJMJIkSpFSkKiUlEUspQ0cxVjkyFqMCRRGrua\n0MxaqlkLpoJEyullpmY6T1x4tSYeoDJz470Y0VxTIOQ64IFdemB/9EJnB0TbWltT+OzCWvtFi6oT\nDOHwSNsKb81SUIDfpiKmhGe+HRPcKZA6vqo8d7TdO7fbqO8YdvT6WYuJBEO4VsyPOz+eV4YDJ5Vj\nZf8ii4+uocK/sJrZv1CKTgP1i1+DXuclEE6DVypaM9Npq9KOP2sxhMIvxoy7RPimwlsD8vL7wmBd\nIIVYVmJh+NQyLPeFu5bvd2NkgrmzwHwI/CJ86GtrdwlG6ML2sDYOn1ALtGnlgiuUuNyM2+aj5LxQ\n8nQGTV+reDjKcUn0jKwLA/djSks2BqVEIKQup5Of10qVWCS+llNYwKskvUrIEag1rZZtFttpx1aF\nEu0a5dqRTvPua+lxWZmowxwgzhoEWYndBaKEpxm0J8Iz82u15N21WJ34EYfSHV3WKFqtSRIX5ty4\nyX0rAiTV4mxK0oQsVBVVITmvVyJEz5B1No1Lc1MbS90a6ralanwkmo9a68ZtZ+UqV3Gik0DOoxdK\nGyirSKxiZBUrKmWgUjLdkqSGdDiEwZg0GZOM1ySwwFiyUw0kxziv1qmzs5iqIlnZxsxmGN1imwbT\ngrHbGKsXVB9vvZlWourS1MKMK0IvdHZAgRqileKaY/I2xPXlY+YKndDwGtuyoIm1sU6TU4sfCz/j\n9iBS21lm8iqc7CJQAoO2nSXRmTsRVRGj9ELAm1cRPbG11elnS91gu7cuom7heC9cIx0+uINiawwl\nwsREF7KoEBIbGKrrEy+kUOKmU34uJ7oJ4wqSJF6wKbWQDdtfIz5Hhfuy4XeXVViikCTzdXeMMe7a\nyi169fegNdqHxVkb1sz468UC1locbfJsdJQVQTmrKXHMyYQUDIvJL3Wg2UfU4TR4v9pcQoJ9BUpf\n/wmFTCwnCU3SdlmWw3jxBeCivrPd1yBD3X1ZT5SSVD/KMW+f+NY/RxWxOGUBY7r3xHbjSGSjcYqS\nfzNMsPBCGHsQ7p4m19tup0oVqjWS482AUa50s7UYo2m1tOnXWGlHtyQKXRQ4i++tn8tx65R8fjW3\nCBTjK3x2GQZAoa0rJ+De1Ta65wUtxsoco7aQGcXAakaJJsOASlCJpkkyRu2AdDAkHYzQwwxLhh4q\njK6ZmZTaKixT6g1Nm7S0doiZK2y9iW0SJ8hVEIqeGothkFmqbT96F9XPS0EvdHbAc+IhFji+qrxK\nu3DMshBatBi6wxcEUeQ/2CmIWLpGvDF6wCqaWwov+iLjj910y4ItpmzBcokIiQe8jV+CpXvy2hgL\n+5dFk5cUS25Gr/U74dgZPB1j8xqnjxhb6D93kEskHYRszGithUR3naDAZVlW4CoyBtmj5MpeC/Xz\nMcIofR8I3YmK+2TJhYfzVAaG5IRi3C3WhjQ6HdP0lplFKo8S2lUoR3fn5pAy1NGaINHbnbYsd2VB\nAhGSbrxoLfnfJF+bF5yuz/2jSjVtIy0ssxjfH9CFCnsG7Y9LXHl2ERbO4nESxGcP8CLHWzJhot/a\n4MIVmp2QkrBEKcOtnHXnHrafa+xYZKQoRBaTP0YEiZyjvRBw67SCcuRuONEueANCQUWxzLqUVT70\nuW1bl1utK0PdeSXcfRg/Ie8WHUeCS7mx7C03Y51rLRoj2kJqFANrSZVFaZele5aiZhnNSopSKWmS\nopIhNklJVArJiOtNih5YZltDto2FpoZxBmygqFA6QzcVGI0i6YJcgGEG86ntBkEvdK4GQpGBBa0G\nPFOOXC9eTvkzFjSgnRbO/oImElbOJIim6MNncCu4EWuXzkWxwOwWJvftYgiCWvgXiRDPMJ0Voha5\ndNeCV9NtxPg9nZ6miI5YOFqiVDxxHyjnEvG+/+62unYdqa2xCy6l1ggb1q4ioxekUpiLwGBihUIq\njzqaomdojF0Q9t59KPdgoyi5rivcDSzUJPGM10a90WniIT6pu0Ot3DoN6aRUewEnGxRqg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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# the simulated image\n", "show_image(img_data, img_info, figsize=(6, 4.5))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To produce the PSF grid, we will modify the settings file (`cfgfile`) that we used above, using the funciton `zModifyImageSimulationSettings()`\n" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(0,)" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ln.zModifyImageSimulationSettings(settingsFile=cfgfile, showAs=PSFGRID)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "collapsed": true }, "outputs": [], "source": [ "img_info, img_data = ln.zGetImageSimulation(settingsFile=cfgfile)" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "PSFGridInfo(xpix=640, ypix=480, objHeight=13.8, fieldPos=0.0)" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# meta-data produced for the psf grid. Notice the change in the metadata information\n", "img_info" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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69kwpdbn7LVj/PfibR3HSWNJ02C3SIgfVwo+C18Nvvpjxv7+Tq++5munmHWSs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\nNBEREZENowBNREREZMMoQBMRERHZMP8f3L6g389/oY4AAAAASUVORK5CYII=\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# PSF field in the object plane\n", "show_image(img_data, img_info)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As shown in the above figure, the PSF grid spans the field size whose height is specified in the settings file, and whose width is determined by the pixel aspect ratio of the source bitmap image and the field height (see the function `show_image()`.)\n", "\n", "The simulated image (in the object space) is produced by convolving the PSF with the source bitmap image at every pixel in the object field. The PSF at each pixel location is determined by interpolating neighbouring computed PSFs in the PSF Grid. Following the (space variant) convolution or super-position integral in the object space, the simulated image is transformed into the image space based on the system parameters (for e.g. magnification, aberrations, geometric distortions, pixel size and number of pixels, etc.) \n", "\n", "\n", "To show the source bitmap file, we will modify the settings file:" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(0,)" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ln.zModifyImageSimulationSettings(settingsFile=cfgfile, showAs=SRCBMP)" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "collapsed": false }, "outputs": [], "source": [ "img_info, img_data = ln.zGetImageSimulation(settingsFile=cfgfile)" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "SrcImgInfo(xpix=640, ypix=480)" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "img_info" ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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pKojKit1rKxZu4abARcKszNgtWQl2lnhTcHN3JolXxh7RaK6senjgU9kT4Xg5cbNk16wW\n1yyn1jCDMzfCBVJ1N2bIoQxMWdcOMBgJ557MqGoq5NBn3RN3B59ynFW2Ow1zsNbJmBWs69hJ+kwm\njTOiIL1kZmPnMDJ0bSq7deFd2kwNFldgWroz5gTrNEtGKsM/w1jTmCyYFexjRqZXsEtOARnJ0pS5\ndnNBDMAgiWw6x0g8/RqeWTd4zJJdwpjJiUGGky2xIUinUcHAdC6NRuQkp9G8gDlTcPHCHeY1MKJE\nZMwUBOtOT+P+rCDQktvmHL0xY7Kuk3Bwm6xTyYxtVWSuXPotzhfjzrJwtMnlmAq8uaMbmDvOjovF\n6SqhWMxwh0awLI0ZjqVWj0eWQ4R0w62ho+9MM5Z8AP84xggnLcFc54JQgY6gOlIVcqJqXutE/46E\n1YJR1y1ZadGYPkkHsuEJ5017Klqwm40rJhFJDO3bKwu66d72gFl70byxzuDkNdgsDGoNhetedyCz\ns47JzGStfeAEDSOnc3JVg0nSsyDg7sRU+tAtGFWhrIlQBgbNgrAFcmWk4/g1zJyFKEy0B92MNlMJ\nYyvUYwazgjuh4J0Eqz0r0anTei576AMHKBKfEYQblidebfd5zQvOef/V4L1zx2/5qi/l8ccvmMt9\nfll+Hm9/21ZiKwP1SDKUsUbI8UUmu4JIIpPFUhmJO8tU9iBsOWDWhvBkkStVtVN4cJhgF3c5hiyM\nt5m+LzHcC1euRdJIRkEha2WEDWUxnc50JzMxm6py0lhcm3MteCsMWiq4pDkjUUlsQ84AQTIZqlEi\nnGZwyiBpnKeyXXPjTjMuA3YuvCEMrCtjbVkVlwnumKncPWrTt4KU0rwqmsbKiRaANdbUhnQDypl3\npclyHtGw1HVIc9LFPS0+GThrwJLJKQU7jAwsg1GbJl3wnK6JHH9LwV7WwFOObnojI+gtC5OfNBM7\n0izBBJqtGSzh14F4VPVyUoknR5qptVSQ2rjOLisbz9A6Ex4pKDRRNbJBN8gp5cYhWbDLhqcxYkIa\nz3jwWF/AnZYK3TtgdWMOYw1onuKt0mgsxJj4rtG7sVsW7uRkziHv0xpuqeBvSU8j3Dgzo2UnWHF3\nzs05Jcw5VIH4oioqBiMTsYCGByxbBehONzgpNFehr/NfqrryTFaDXmsqDeYUn5A4JyY5ICyIGboW\n88SKIK/uyQnHCwfOqes0IrlMcVTmCoQg5MEojiuUtDUzWmR9pzHQ9bNMRkxO5lyY05qRwzizZMZk\nWHGLlUDgQgU8Q3sqtj2udRy5Ai6+NKK4DSNtXHOEIPhtRlOgLshSq8lZYwDGLjfY21ktyvEn05Jd\nGll+bRaM5eO5fepDHzjcgle2e3zhWfLU8R7va4/yNa99IS970eBn3v8Uf/V738Hdr3wTfQenMYgM\nMDhZ0kOcyM4bGag8dpWdZ2aMjZGbG2mpqL0iHqORrOj/FwS1TNMi34i8nWlRhCnrmLW4lF0paxpK\nvnErrNMAHFpyqgAzI5hudIwrD3oI++9NkFAUFLQ+Cwpxhw33OMVWzlP4KrQ2sRAGPhKaGdPF95wq\ny0+Tw7qc1GIPhhsx4byw6mkoOKSu2TDYpRbsLOfoGRiB2yKs33aYh8jzXHCbzyLgjYjK2DKY3VkM\nFjNy6jWvXMrL8Qi113lYBfxzk+NdAqY3kbJ0zHQ/HLHmyvAbzaDRCRMGPqycWcBEATqmMPXpJRxo\n4iysApoBI0TwWzqTSaeTJgFFn6mfTTDMBu0V0o6F6NlpyuRnaI2fkhI2KAC2KfL03BqZzolg1zrT\nhZGvp0GacatD0mjm3Do/43wxxlRF6UtDT71qjDAWFgWyZnTTOmkoWWpmpAdnvmMHnGZAJL01xZtM\n8QPNBaVOwcOJ0V0cDO4YsIS4seZeog/ds0xY56w9WNBniEtRgrMyT1XZTrCm4BwimRgRjOmkDU4x\n2dFYCU4j6R6McHoNTR5uzBA8KR8vCJVZ5H4Ry7P+zdqjMwz3uBZMDE+yEkll9MnIYGeCe1eCJcR1\nZrpEKDElmIhGmoLM4sbIxK3RLBhmMIRc0BoecBmTHeKMLJJuSRZEvWbIh6CKyzMr4W1MJrdw7k9d\nx5WNrfv49tAHjotMfu3rXs0v+ZILnrr3Pr7rzT/MY+dfSqxXXF5+hMcfvWBachlHxjgyIlhRah9u\nWOjmb+qWllrsK43MIajHG20qCz5ZEkzSOmuRwS0LuwxjtmSHiDd3YZ5WWf1xTvpi14uoTQUum8lq\nylK9yPVWJOhGoC/WSUI8SyQRs7LYwUgt2gwtiF0a03QMkZAh+Cmq0snKtmIoKPg1/ioM+sqMXYqQ\nTAKyqaxG5FoH8CLzS53iYVjTJlvCaB6MgjJIZYE94GhT3GIII58kuILiEgUZYnhzThEsKPMdpuA8\n3UiTS2rW6B60qfpbDlLXYVM09SYl0Hkz5oSdaeSsAZaT0qgootrCzMGCMrMIBY+ZYGH0VoqsglFM\nsV1QxEbkap9XBQfujWlRa0sVj66441Owmc43yRBGPaPg0Rw0c06lYBImHjgiqdMFIbrLyXbXuV9W\npXPWO+dLI1y81fmu8Ygb906TDiwxwRveOhf9WTBpc9wVlncuyG6dk9YXVSKhRdlNjtVNSY/jdY4O\nO6PH5JQinG+3zlSxymwhscAOfAR9MSKNEeIzbCZHlKGbFXafYKmg1DowgkkJSEopKPoqOc0oKHYQ\nU3zZCPEXx02BN+DMnYGqjjQ4DSUyrQDCxsaVCYbGnUhVMKemv88pju44g1EihjSR9koQk2ENs1V8\nQ07W5uwCpovUpriTnQeZShJUbWmhzaRg48bMKGFAEeTCMIQCeDIzIJ0rQnAowazKe5jxiBmXxids\n1HjoA0f7yId49PNfTswT63rkzmNnLDvn7M4dLm7dpcVTSK7RGHMDAJzzNO6XCmSTNoJkpIaUHUbD\nbTLIa+Kpp3FVWLVwTQWNgZGehVfqdrZZ0Egdq7kxprHbxLI2ySL1WxpjJq0pqElVk2QT+Zgpcu5U\nuk05l8aYpQJjI4prY1Sm1EwVgW/ZLcqKBX+UAODazZaEN1LQbi1aUtWAu556dH28RbiDsOLJxE1Q\nR6QREZi7Mro6xiWl9MgM0hoTZ8lgRrJOcUHGJKKVJFXHQkomnRUYMH9w3nUPB6qCVtvyKX2xmbJ8\nc52fuWSQSatKCLI4spmOpzOtXEqRjkUjkV7nUk/7ECyXkH4t14xyBs1LzlvBUGuvsr2UYFyS1w3P\nr+rGihhP4fmbQ55QsljDusOmzNHKvSaudw1GOud9IT1YmtNccOFpFJcVCAo0kfvdXdWf6VqISFeW\nbSS77sW1CTJsvQkGKmVdFo8SEYKBzHCUZIRBm0VCFyeUKee0qclmhvgpYAYci1jODBYEpSbPCiIm\nVRi1/jpN2XcKXkwLxghWlH1Lal9QUZFxmyx62zujkiUzBT+pMrVvNpF4K+lvhLiFLNmt45xd3+dZ\n9y/AjZ7JqoWrPV2JpBl0VKUH+lxHlWzUYgsoKFkwZjMnGAxayYclfFgRBDXqfFpBb1ZQnBvs0ouz\n3UQAH98e+sDx+K3Jiy8g1itYrzheXeGtE3ZFixN3b3XCL1lyoblzXFdt7RDZOSJpLueMGcPkSCxO\nmHUmTstgNWe0xGaypDJSR1msuUNJXntY9YtQ2Qxgcm6EsPIArnLQ00vLL8yTPpkheGsCpy0QTEnp\nlopvObI4lEmkFmZQvIMba1bmiKTEFAY/qr/Ck3K0Is2lHNGmaVV1zRIJqFjWRsnUZyQpySOwInnk\nqYj0brVtsribChJrmJRHDP2ub9hw0AhBhZZM3QipjHCuiiMxkuPW5+HBOZvGX5juplBZ06DpPNZw\nFvIaelhz26ClPnEABbbIwEyY+ZGAudBc0tSONuRMq36bZFdKKk8lDFtVgupRPJyTC6s2T45V7eBK\nNEhoLj7oonUWM+6vg9hUbTlZshEuWNMJfLejjhxCFaKV3LaLReZi6SLfzxvnbqxTQdYsheH3zu0m\nXilRJXa+a7hJvLA5dXxz7I1d62S5w2ZGGzBiMntjZ5uyKol0LrqI75lNfVDWIIPsChHWGufTiGas\nEQwmvurzTgUFZiqLbyaXPkz7qTep5C4jOeWUggzBddakpMJFEFuAeWNHsFowJ4xIdmjPgXFKvX8L\nClIiKrFaphbJ0rSPV5J0cYlrCv68irVEdwrelsVLutY9W1Ja+8TCGFkByYM2JK93glVFs9ZQNKZN\nmkmi29U1wAivBFD+wVzQ2Zr1M45nSPSTErVYrdktcF6lKt20537Ey0MfOE6nYM37rKfk3v0jbQRt\nGSy7xqU9zfvf88/4ju/46zx+93He/TNP8dLX/UJae5zLlvSpElnEdOG5KYIYk9LDi5Q7T2NGOTKB\nIuoP6FoQaUmmIBQvFZTKXFUvUhhpk60Z5ZyDaNUIZROL4hnKwVlp2B1nDilMPPK6JWS60WOT8FYm\nk8qwd1Uiz5RjVq+GNrW03bVSq+KQKkYZnFWGf0QBMWZIrll4fzP1gUx3GlFQ7OSUKofdxLOYi7gm\nwTwYJmzezGBN7pkc+ixHv6WP5iJQFx9YtGqCKlEBctiXOVnw6q+hslaYNmEKUui2cIwpBx2CgyaU\n0kuZ3ay001IO0y2kk2+DMEkmc1AOX0oYi16bVbDBnAh6aZOYjWFJy0mv/oOoz54YMYLzpQsmSTjv\nzsWZyP+7FQQuY7BjoTtyvEC6+gpGNJo1vKscWKxhFtfJyTRoTUE60/Fl4VbvAisy6V2BaKHRurG0\nRuutGvsE/1F5szdBbVIRFcw3ZynvFEQ6DUvxcmdNHEZz4zgnDQkzbOMhcCUj23c17YthibfG+QhG\nU7Wxk/4UvCmr7q7PDyfnIGYyW3LHnasQ34gbOSUI2Sqx4VI2qonXK2CrojsS4gwoKbghn+AltOkN\nj3GdlIyCghslGgmVnY4I8HTHLStINzJUyw8zOk5WP9gMIAQhOhUw0gTrId5CclyVtpPkiLEU77Qp\nEa8QN5KjcISmZG2mvnNXhPvqqUAIjOp9+ViPwny2PfSBw1Mkd+swOPHMM+/hbT/+vfxf/+CtXNjn\ngHXuPvL5jBlEG7z3HT9BPvEuXvzGPR/e3aW7M5HOWmS3uAFtHm2CNSC7CLFu2hxONa6F+ISlsnKt\nMrtWYBkGOdnZQsSqhjF3Vp/4gPMGl6lKZCkAfVZDX8xQdlokd5gULraRY7Uh1mu+RpXD4kjLn4LY\nemvYhKuctAoS6qAwlcMZeCoQphsUD9RRU5QVPGGZWJMTFq6sknrEYClJr5Wa6Lq8Lwxf0s3BsKRn\nKXdSHNO05JjJucE0o09tpCszzmwwwzg2OG8SGswBVCAaqWatM2sKLJnXsFLYSaT/FGYfY+udERau\nck/NEQ1d+yidTdBpY6h3wk0d1psDAMLEf7VsdArWwaAZt9M5WTKnnuXqQ/BRkNdd3q2LlxJvYizd\nae6SHl8mx+Jlhjd6NSmullx4Y9f7dRPeKL4tCNbUfTjzjrtI0Nu7xt1dr/qteIx0lqWz641rVK9Z\nCT4amLLmsJJTE8x1E5wKDjxtvIILKnHAu9NNWfFEsvNTBqPUSjHzmu/xgmt6b6qcA9beiDG46J0I\nTQ8YAb07F7uuIMWkj8a5Na5y6nsiWCupOFXT3RqTnkZrCtxNJQgdre9I2NWaXbOUkBEMd8FqTf9f\nwC6ZCtCmpa0qyhsWyWpR4gbFOkurhFG/n5tqEDjLZK3qzeemPqy1WFV6ZKgxtAFTn7UrpMJMe3wj\n45PEmxLCDZI7QwKOlSaoEsesKky2vWzP6Vcf+sCRduIf/9h38SNv+VEeu/O53D5/Mf/g/34HS38F\nj7/0nGeeOXL3BWekDe5fvZB1XvLI8hHuvP1vkPMO8cVfxRP9gnBp9Td8cE6pQYxUL0F1ZXo1ejVg\nuAjn6PPaBwXVaIZhIS4Ec5LBai4sPZKddUbL6s4ujBxhtL0JQnKDS5eSSFCYVZmtzTqr2WqrUHoq\noB2nRkoMsYXXFUpzF3+RwlZ7SLrqXs4B1P0M12qbuG5MVH9rbgGMwENVwI7GQJJYt8rcUsobKyjn\nMoLz3mCqiSmieki2DlyXxh2DI2Coa/ayCRJsIVx+RZLWkeoP2JzQipyPpMHqExkFLUQ1nlHV3QXG\n4p1nxuRv7GdmAAAgAElEQVTO7ow1VhGdTQH5csxSrDTOzOktKosNYlW2SQXai2Xh7lnn/liZGZz3\nhTaD01hJGovBI4vOdw240xtqFITz3q+lv90cd3XEt9tGX5M1TowZzOm0Jicxd6o6Y+P03Tl38UGq\nnBRAzVXBLL1h3cpJNro3jRxp1VeTGzwlBVBunE/xJS2L+O+tCPGu12fiM695Jq+Gsswg3LmNM9ww\nnDbndTBpJmjQCv+fUVVVisfZdbGJjtbqcUpd193ZNSV51ibedO9Pp4m1DnNyWQJsR8nOKaVw7LUH\nLNV3Q3FeO+ucIorfUbf7gqkRNrNWoQjziTr8Z2YlR6penQevzWZYKPgPkjPThArBTMFiNWYkEmIw\nrENk7e8KBC5UwlRAcPSt2q4OcFMQcE+WVdDwJuA4JSypJKlllPJPAT5q1NIk6Kjv6LnsoQ8cbWe8\n7Yc+SMxXYud38R68+IWv5NFH7/CO97yDt/7IOxnzjO4dlsnrX/fzuLizI8J4+QtX3vWD/wvc/XJ4\nw5dQfKMyynKmFslsItsEUCUtjNGVpXtTFrmKRVSJ7cq6Bpt8Ujdv14R5ZpPSzlClcS295MH8n5mC\nU3YBs3mRucko5xdR7MM0omuDWzquPjIFgVocXjAWBN2F9Q7Uy2A1bmOtTClJookXMA+8lC0WhlVm\nG8BCZaPmUpfhJYXdoCBVGDOMxSY7OjlLdFpy2CxMWE5CENlMw0wk4MTIaDWOQThwYrhOjkTnNUyN\nWBfWKwtWgFumV3ZW5zPVIT6bXr+1NGiT8yZnCnCaK2etMTK5uyx06/RlwnFgo7Puhsj41ehnCxcO\nfWnc7c4xNRdryc4dO+NUyHnmIE7ORVeD3gZhZvUk5FIV4gzOuiqGxZLuO+YMYib3xop5w805zUkL\nOetWqrOzDus0ds3oS7vui9n1VnJiOOuCEd1F4W/d3pZTEmIz4YRFpgq+TPXqlFqIFHO1tA0aCzX+\nMWnDSPdqBFWAXJgcobLlDarSriBqzZWSyaqnBesksHNjl1POMpM1g3VMYqoSWUyCghwTc1iycSIZ\nORhBde8np6pEYwuMJnjplKqAGXY9R20SzBIGHOesgBMbswSTIsyBKXhqoPE0UxJGKSKr+u+psT8W\nQ3vFquJj4X5VbB7qOYpKuLbJFWFGpwJG6pgrxuDTiSa5uYVGurQNs60A0yrJ6in4e6SDKeH5RE+x\nf+gDxzoGa2t80ee9knn2JP/0J36Md//o+3F/Oa9//ev4FV/xBj7388745+9+N//0Le/jp971QU6n\nK17yspcQNF78OXeZl1ecLBjZSh6pBWlmUkVgTFtopScfFrRs1wolprNjCs82Yd/gtNhkvllkLWCa\nKbPJgdPk0DIMW0rtZIGZsvjuah7s5mQkZyZyTpCmk128Q5hmA0VKlteAOTUyYQBn3TmamuuWFJt2\nasL0J1SjFtyvIEAR7BuRPDPpNStrqUbGZ1INaTsTlAPFjxgQwTnO2Eg7D3rp5kep2axw2xU4J2tT\nt4L/NCZhxNTQOHNVD6Y8z1KyWs0FU7b7jE2WhDYaNDhlqqu7drtCpwLpziVIOHM52KV3HjvrPLku\n5Bx4Nm7tmqqx1rnVdjw9JvdWgXB3b3U8dG/Pl07fNe5frZqjNCb3gfPWhPFXdTkGujfTOG+N7prd\ntZiza43pxq3WaJ50TY/EuyrRF8xGDsFjs+l8A/C26bWc851LkusaSkiIME6Hpe6jJZo5VY7K0xgF\nlboF2/hOi5qosK3xnKoUzPAQhCnQThBKmLrbPYKesCqDoEHJQoX9J1QSVGqrkhBPD+0DiiDOYJ2G\nNyuhx6ZiFOc4Ykg4UIR+eJRIoLG402Ywc0plva27CgAbnBopHmfOCfagHwsbBF7VsBR4gk5rNljJ\nBLurqj0P49KigrlQiIlV8GqMnDV41TjLxrBxDa3pnGp+VnF+Wce1VqrqSHnVHGzatUJQM9Ym2TUf\ny7CSpW8jSIRmCD5LLlKf6aYE9bnsoQ8cx3HkbW97B2996/v5nEdfyZd9yVfyCz7/yL2P3OfVX/BS\nLq+uOLku7q/48tfxng99hHe++3185CNP8rQnr/2C13J2dcVPRXC/N85dRGZkqDQeeY21qq0/sWh4\nLwlnTJFpqYxqsMFZ4C51w9bQ57lJ44RzVm+sJvCaCF0H2mwMTwWXVHbcDbxJqRKWNRJD1yBdRFpL\nr0RO40B6E26/NQOdZQ12c2MxBRdVElroJ+CMVoMeFXC6OWRwZs6xynUQPHZelZUjqOl6xAjKykei\nhrDCbwfgnppbZPqMHfr8CCdaq+GNgEkFhXeGSziQqR6VI/mAPKx70lxZZcdVogfYhNGtGi3VkEcq\nA1uWTg94wdI57427540LX3nR7sST84JjGLeWRluc00g5+CHJ5Ujj/KxVti8H0rpx59aOpcHlyZhX\nK6c1NbH3rHMLuGcrd9uOftE4MxOfhBzC4mpydGA1TbCVA4OYupfpjQgpZ5SQSD5bH6Ou4DAiTI2A\nZ40lawCZViBGQYjNaemaz7YF1qq45czUpNaEGIpoLznpTFWcgfiLbS4YZtdDMTXKR5l0l8ZCQayq\nTEupA2cFhQyne/U7jdB9NWgRZE4ynXWIozvOlePU/aWgPsFuxvmiCmrGNvRE5LCHYB1PI2OyWkA4\nXmKNkYHZ4BSaSWemRsqMEoXk1EDDGNvqYy1K85RbMCxFWqEFGap+zWDgkuWWFtgqmI+qCrwSs6zr\nGuq8xTy4n1ky3OSsdQYLpjkmDBc/12pO3kh14Uuso2PJpKBrwefTao7Yc9hDHzhOVxf8+l/x1Tz2\n+MIT9z/C8fIeFs7LXvliZU7W4ARxGayPOGc75+e96uVE67z97f+CH37L27n7gtfRXloNZjW2wiqz\n7xVIzpukk9vMHpX0gVuThFYwraoDFw7esmNojo4XdqlhZqbeBVQ1mCn7sObEBHzi4Xjv13LXquzB\nnV1J+oZEOJyFpnyurgmzO/xarXWyrN4Jqcey1DYj8xpII2ct7DqmqmhUxW+qpSKQScbUeVvBW+pz\ncWZ1f8tpdBqTbTR4syCbIKlpm9JGma0X2Xp+nQULljMz5lTroYjz4JRWfRYBXWOloYYH4iX5VZNW\nK5VSS0EPO0+WpXPeFu4sxmtur/zEW76fJ+9/mJ988r3c++AHefSRx3i6fw6/9Gt+B8MaWPDo+QKW\n3D9NWu8lF53gkiFfjiHCPyf3rkSKGw1rk2XXeaQ3zI1bbaFFwQ2e17OekmTokFl9wjAueqnJvKkj\nvarEXamgorB3n4a1agrcGXMGO69zx5gOXWloVaolqy7C/dykbMI2zlcSVTkzsHJIVLVh7lhUwIjq\n4i74q1GNrKG+EWE7GrdB3VszZxdTXd4kc+Z1f0dmqeksyKk+p2NxMG7qKr+cwXFKXpskuxpbYGic\nyXSj5cL5MujDeMaCJYNB7V1Lnil4TBDtLFjVIBqDQS9YaEzInNcS7hGw0rmwZMyptZ+oeRGtcQvJ\nZ1uoaTVnEJ6c0H3IgqU8NNLGqr8ls1WX+iSt0aYakY+UmIQa0GmafjHTOVPhU8nkxosIocg0Tu7s\nUkMeLY2zQMGDbSrCx7eHPnC89OXnHJ8+8uGnn+Ksn/HICzvH9YQn3LsanJ0tZD7NcdyjtRdx5+4t\nzm/fYr0/OH/9F/CRDwTv8C/mfvUlLFnKhdrYaRoaFrY1/zirKWMHleTNpQxpoMVSN1JwkiSOmnWk\npiXBM5IJYspMdkX4ejcN1OviPC5SKhc50o2/iMJJ6+aXbNRdCqVRkscl6zkKJvJvKimnO0XsySmY\nNc5DVU8anOaDbuCzGWr6S67nKlmqaznRhuwJJwZnrimewwz3WdgIiMVwjjE164u4XuSrb2QmRM4a\nS891NZaLscxNnQU4VRNVQ11uM65CGzwUNNVMPkvuaLygNfo88aqzya3zezz5wX/B333z9/HCW3e4\nfzzSMF7+yMuwizOees87+dt/+c/xK3/7f1yjXSZt17lz7nTXSOwxJEnOggjmSTDIxeKSKTukLfr+\npgowR3LlsEvo1eeQoUGEualmprLK4zqKTFa2nS5iGofjKI2/VdU1obcgV63ZqzUUTEwTbWfT2Jo0\n8UNeQy49le0mJREPdYNrrpFeFyeVRNMMrKjEB0vcJWeO+qyRXgEnOK0ioQ0JKCZVGZZYRI2zgtGO\nU5XMCCVnz4TR52Aa7DqMOVlqQOBxLTUg4rWuqkRqrn4bt1YqJzgRhK2aYWVeo3ZCxDFS1sWmYMyk\nzynnbpMr6ywkHVVsIwctOkeP6vvRMEeNaN/G/osBXGfX56UVn6NBprPmkDGGuJPQUE0w7nuyy6be\nIKoCKriRXMkS0GbhrenJFUoU15o+4QX/XhYRvoQSx4aCSlrWeJgH/uvj2UMfOHb9jOFw95FbrDFo\nZ43zvnB5/0S6cXU12J2fcfeRl3DvqWfY3TknjsH5+UIzuH37Fh883uIedRNTG2WY1UA2OA9lW5OG\n1XBBzZ/SMDU1R4FIRS20JWuzOnrOBVvXsqYsCV9NZk7ociKthpepk7gV06zvFlYpR7+4cZrlxK2o\nd6UtUIGqtD/k1Mj2JYL0he6zlDT6+G2q8OJwqga4XkRFVBlNEdLbPCFM2Vg3Db87GTC1odZqWJNs\nXM5wh/Tji7VqptUgO6pHBqyeaVI6/ILbWms6blNAFj+je9INNTmVzNXS2IWC/iOZXBi8YJncvTjx\n4Q+8g/e/9928/73v44Oz+KKcXOSOL339G3jiAx/i7nHHl33xF/GTT76fw0ee4tZ4mseP7+N45+U0\nd42Td+dityMJnrp/xS6SW7NzGtAu5GhnqhlxnZNTqss76voec3IegkGlvPHC1qMmCAtGO3nNLSie\nTcR0YjE4heCcYVQFqXs5YkquaqqGWnZWG9Uk0GlunKf+TpW1+l0GxpIaDpiIR8N1f/EkxtQIFdO4\nck2pFZiliturmzvYZqbM1NyqnJrnaqlGz14S3xkTSqqeIxgjuTJV2RnJOqshLo111Xj0dSjz13Mv\nJsdNaFF8SbMaMW5JRnJ/FXE8UuqsTYQheayk84KLlH1r/pjOh9CUZtC4GIk+GtmS86BgxGTOyQo1\n/6qzPTAu5Clq/RuO+kG2yb9hNcTUW3FGsFRl46bKDNO49Gim9Ef4+XXTqqWxMzhaPY/EBamT9mBA\nJBIw7FITpofwTY6ZrJ9gPO5DHzisWc26SbDGU8/cZzHothNH0Y3juGLMK+7cucsamkl0//KS3hr3\nnr5HnhdQbLpxczq7llJZhTJjXXJFbQkSvNTrUYRtIyLoRdLhxmpwZpWFUdptL8K5qogs4hAKn0eV\nzfaNVj/pCXAPOIde8r0oaaG7RnZozlJoU5DX/RxShWgEwxng4cySE59Zu86ct7lbGprm4k68IWa7\naxyCq+fFa9OdqJIZyStbAxjsvJckMsAbrR74dKIyqSLJ3YXNqhu+4CrTuWmap15PkyKsVxZMnVuv\nybCPMHhs57zsVrCenuKpD/0UP/L/vA2u7rHLzh2MnXciOmeLMU+XvP7spbzijb+QN3zlG/CXPQY/\n8A/xH/4hPnz/Kf7SX/rzfMVXfx2vfOVriVnj0Jv6IW7tGpdDQSJ6cnZWz5cYGmy4hEh0d4OlILWU\nnGLMLAp6m8Cq7DNTvT/r3Brx9FCnXRfZuRSHkF7/meCkB+MvpsjRrLIh1Fl/1oryDkE00zRXDUsW\nV5U5MzBzpsmheAhtH2jKQvcaK1LOWh0Ipk5sdG1OxaVtA2zWEJy3jWW5qhlSXp/v5qyphlRC041b\nSBbs21RnwNd53Vw3UCUbqes5za95t0QQ3JwaqEmKBzmGrvdgiovYqoz6G99G7OCl9NLnxQa3VQV2\nTWTry+p5N5oWkZlcGdUfYdf8ig5sXk9iIKS4Stf3qjdG13xuU21NhPjMwfZsHVCg2xSaGq+iJExB\nc5PpVkOkWX0+9SCoev5HKdgEfn18e+gDxxzCwK8uV+7eusUjFxc8fTxBnITHcskTTz7BuBosdzoM\nI2ZwPE1GG9zZPcqkS7aGE+gZAZYrFnLEcraOtXKuJaHViOYmjsFEAmu0uW78StYDgwC8NrWyH4qo\nm5acsw37E+mIwaVFTYOVRA8EyWwTVeezHIeep2F41+Aqw2vmkZ4AlyQnOmYabjeq09dCI871RDxt\nChJxJdQgweqkn1QVELCYGtxE2WhkQmuOR3KxVVMsGn2SksNawhGn75IWImK3pqfIZKc4IiljkfWU\nc4ki8zMTOuwm7GzyAoeX3zUu7Cne9dNv51++/ce5OiVPmF8/4+QF1rl49CXcOr/DRTf6ZfD4codf\n9GVfwj9bP8yv+d1fx2lqkuxszste/nLe8Mav4O9/z5u5uLziR9/8P3P61b+NV3z+G8gxOJLcWnbs\nWtfDeZjcyiBa49YCs8MzM1l2O5ZS7nQzKaZ8kZ6/Ldr4K1zNgWdyqns75pDcstVDgUzjIZaCDneu\ntaKkvbLonTPHJjVtWJOKT0/hKycRaPxIExxG1nNlxqhuf4g4YbULhhs+NrEFXM0oiLSmsNrEvD2Y\nIFzkvhGMqREzno2rNYiYNXxQ9zRCCcyt7iKxUw9aSlO1MSM4VcNaoZBMFyfT069Jd7fGgvqQTlN6\n7pGBj2CMqe8eoccleNYoeN2zJPDZJScm2IWSmWFZ+yDqyZFS94F4izSR0tu8s4bWJxT8WJziTJia\n7UOahoYeARAMnGnqIbF6qJfLuYc5LSYjrSDeLOBBydOaUkTtjHoq4jaSUQ2XqxfqEVnPT1FwUlCL\ngs+LTH8Oe+gDR+8LvjtjXYOr9WnWK2PpjavTidM8cna24/FHX8Q8X3nig09wcfcOuzPjahqenWF6\n4FKrGwOBmXD/qWEwsGhBLmaMnJIs2na7JBnsQKRGUTQTLLXJ0kXaqoT2Gp5GKXLUWgRYR7dZVcB5\nyf68NvgguECEGwi+CAbTnSWybrRrzDNa2Cr9qxu7noI2XRhxT3UlbxLfWdgtrgy2ORCCyCIDmrG0\n6iYOyYStMuiluulxOUhGyQwb2FQz40oIqlqncFYowr6qidCGu/2o8+GnTiwzecwlR7wcyWO7lTsX\nDRtPcsGTvP3HfogPPH2PJ6rqyNa4cLhlOz73817FY4/doR+P7I7Ga1/zebzu57+Bl7zm8/DbO6ZP\nnrp/xY+++bt1J7bmFxK88VW/6hfzEz/4vTw+d7zvzgU/9T3fx4t+22u4XBaNGImVR3bKzq04ofX+\nFU+kphC7GbeXdp3FGuLMFm/cygVadVPvjN0RrtZgCQWLRoOlHGZNxJ2F2ZPBiossdhHs3p2dG9Z3\n4j5SfUIZXut4ayyr7mELwTQgB5/Ors9rJ6Uh3ICFHvTlXBPdrhKPDOPEpE8p/NKNNjX37Qz1NGVq\n3RFDnAtGpniJQI14Tx0H0ZxFT7ji6jSq+q4kzDQ+45RTQWcdmrGVWpuLOccmVZuHei7Gql6gI2iP\nLobPxHx7fLDgaC/coANrGCeq0bAeXNVqxlZ4jbZ3q8dTB6fQY6qbS6XYqyl2R2i0DQYeuAXNO+uU\nirLyHlZqLIlZ8Rh6EqW4jVky3PrOcMLUp5JUT4br/mZOFk/W9JryELRVzaJhcAo9fqCZEAqv8TXT\nt4Esz+FX/9Vd8meGRcC9qyv64lxeOnlcifPJ0jpmHe9wvLyC2bDdwm4Bj8Yjty9oLHzwSThmq65w\nCPfqgtXzF6a46WsoZucFLaVLK29oBDTGuWkYYYzC8XmAN0KpL1KD1lqTo27mMGuCro0No1FznlGd\n25oMqz6QqIxIfEkPrmGPVtnEqIAVbI2M0JmEd2WoJR/W8MaCA4JruK5RQw1rXLckjCXvI6+Dh6bS\nmqoGFAyMymqzJn8KFKcnetCQ63kC00PZ25S6pZnzqA1e3S452vv56Xf9OE+8793cO17y+a96Ne/9\n0AfZ5YTRwRu7vuOxdpvbd25xe1nI0+CLXvJKXv/a1/G6N76Ou4+/kOXOjrmToilzMqfKc3PnBbd2\n/If/wW/iVF3mmRIpaM7T4Ou+9jfy+Bd+Pt/5F7+LV/zSr+HUNT6ikYxT8pF1cLlO1nRmDGY9ja8v\nkq0+c1yhNz01svCZ817PfECZ7K41dmfO7nyRImkKarmq56mwBkc3ctUUgXCIoWc9eBdefx7Cuecc\ngptSXfZnLse5rQ1BHalny1SVN2oCsI2sESFaA7O6McUdhXglDVgiqa5jB8vBTgOYOLaGR7Kas/Os\nqQEKHiP1COI1gzWS0xS0a0xaDR8coSw8Un0G5q5K1cBm08PTEMd1NRVQT0Q9SsCu53Np2KL6ecLq\n8atLsKOBU+oqSFMvSIvGmavaKSajhB+C3QhjqRlQVpXCQjWnsj1SocAk81K4ST024sFEX1MGSdYo\ndn1PKQwLhsvUNAdQhTGK9/JsTIauCVXVpZLQidGIqtBFxq+5DUqBBSUKoEGdrrjJJwodD33gcODO\nxUIOY3kkWS8ugAmn5MjgfDnj/pP3OZ0G521HjMk9O2Krk7myu3hUWvOSXur+auNQD0zKytzWyssI\n6frXcqo760Qhsm1qex0t6PTrburKybX1unDj5lM8gqviWRFxredZV4dtKZMAoik70egR/WLXBWdF\n1lJJqyCkTFrTZ4WBNhIsHshqc3JmvXTeyRyoJ4TtPXDcHiCds8ArNbDNXs1hWbJIrB6/WYodjDWV\nBS7TCQtGb/Qs/byrc12HrQdIvfe9b+eJv//93GLl9tkFj1/c5iKS43ue4JF+RnfnBS98hDvLBS/w\nzhte8Sq+9Be9kZd/8avgdsOXRRLPghRWJMONgNZaBWO/vsfRxFPNhKnJQvTeyTQe++LX8KI7L+I1\nn/tFXPYd5MZoleOfG28QxBRufS/XesASrDM4a517aWCTC288zYqZxp1jg0tb1SXcJjkmA+NqDOnz\noSSb6olpqSfOGU7zyf9L3pvGWpZd932/tfc+5w5vfjV0dVfP7LmbbA4tiiJlUjIpORIiIbSiQmwg\njuwgsWEDCWBEQOx8oBwESIIkRj7YQJzEDpJIUFxJBDi2JEiRSEpsivPcTfbcZHdX1/jqjXc4w94r\nH9Y6t2iFpPSJNlqXBMiq9+oN556z11r/9R/6tiekSJczVYpkj4g1512jdjaiiGdumE1/Jhehzdag\nVGpL7WWAJIWGSNTW2HWaPYZXgM7e5yhUIVIhljIXhFmxrHRaU80HNSFpEKHrC1kNtz/K/eoAUzUv\nqXFK3vAEUnQTRl/8ruzKfVHcR1Ng1+6TUkpZvZcGywRCEaJkM/TElsG1F48++I2AGJwnUMfK3Hnd\npkNVKWUwKgVCQoo9J+pNGeIBbOIMLRl2cEZpV7UNj2V8CDXK0hmaA5FmnCzioY52MTqMAl+pkXLw\n8ySunill8CqWaESVOog3h7bzyzgsXZxFpZmA+NQ7wFJCUdO08WddAIhAm1uaNrC+NmEcC4ezllgZ\nlNKX3vyd+ki1OTacsFVOb065fnCTvZtLwtlg+eA+IouElfWFU5wcv7UMiBBsETiVQFey4/VOvVO3\nZiAZFVWKPcjWw9jDWgIqnYmztEek8u7K/IBqD3uI7qibMd42fqRnyqrrb+kJmszCYtgniN04Yj7Z\n7u9vsJvdjmYBLxi9MGT30Amu/g0W0WlixeI0Y/HhXtBUmBMYE8jBCAWNiW/tcBA1qnA2SIVoeK1k\nc9RNhmbZEjeoF1VhdO5hPvT4eeJrLyBtJi6VvdlNdsdbPH7nvdz3wH3c8+7HkI1IrCqKh151xfHw\n4soYf6gMTjT2VUApyQ5jE2wOxbm4Ajca577Yg/+Z3/8cv/gLP89TH3g7v/daj1aJkUDpjXBACSxL\nTynFjDDVHAEsttYe5sYPVUWRykkLKE02ryEJgZIzaDBtTDB8u1kJKT2Lw6fCoqCS6bOQkpLbQi3R\ndjQIlSfstaVn6RwN+/09rMsPta4U1Dv0ogXtI7OQmVBoQ0A0GyyWTZfjCCb0QqOZQQsSYwId5hmH\np9QO3RgjoVd/DMyKfWkrXLLAKEZEdOU8a+ah1jwNbs3BJxAwoseg/ZdgwWZLzCHZ8kusxkUJjIIJ\nSgfGmYhNvCoGSQVsChzSU2WgJ/s01TuhUR3eHSZmiiApEhEnnZj9uURrBBl+H4WA7ZqWnT2HAkQP\nWhK/oK3D2iNxY0Msb0UxLUpfMvVwb2HX1uBko9hrgFGGJthTXTvNXhUkmGeZqt0X/UCB14QGYTSo\nRr/P6y1fOErJtAuQvqeNS2JIbI6nBlONQWKPdoW18cSwRIFpErI2bEymZNkBMfGbIrQu8a9cOT0w\nGjJOe8RU0vgDVAUTwEkAKe6SGszrX11Bbgep2WhQTIhVaXRGUjILEFjtRHA9BWJYcKWR7Gwus4Zw\nLr2VAK9tbpYXDCbLxTqU5F12QmijU0Ow4pZQUsFNB+161v57VyGixWzTzU7dHiiy0IXIxAuYYNhx\ncmVrFBctFWxPVKwTlRIM9y3QR0GK50UrvpyMpJhYLGs+9tf/JnG9ppOezz/9Kd7/vg/QxkCfjdIY\nBriw7y0ZL9hSMhdTkAfvpgYF85AQV4pFQ0kxboqoC8mi0edCENOYBLhjd8dYMGppa6WYeR9+3epo\nnWwnVvhSFak1sOiN1dOi0Gc/VDH8XnD77WTU4mSUAwZ4wiNIsy82LTGv0GalDi4aCx7/Wazb1GCU\n1xRxvzPfrwVZsfQKt8SUWW0f1/SFhkzUSJUK0it9AChON7dDZ1nMb0mcxWawnk21uSv0wRauNWbx\nP9fCJAhda+9V6ZRJCHSxkLK1HhOxnQD+TGXMDgR1Wmn2+U+NpVTcrNI6fzuEsyopJFPmB89/B8QZ\njhJs9zWk+w1JfZW4gt2eGGoxEkIQYUBro7E0LN5WdIUaEI0oYrrSsrL8Rwo5KGuIpS+Kgtr7liSa\nyaYMwmJDNmKIjNWmGPWCJ8UmvCrCvDfPOCnCCBvlxOHUkVgD22GNWBUSCfsaOWTGavqSRswtIrpo\nVub3pdgAACAASURBVIJVrCpFJlVlXj/f5/WWLxwoZn9cQ9v1TMcVXW6YVoWmKO1sSSDZzdP3HC97\nttandF1h3mb25h2jzUSvhukay8GWSsab6a1YiI15tbOnTChkt6utqxWiLQ41Y95DUqjUPi8K5p8T\nzAaiiCKavfMXcs5Isq6rFDtAagZ+OlSYMM6W2/ZgmC7dDgfUDosilmEcxdG2Ib62eKcWh2Q2oZRM\n44wRo/dakSnicFfooZjddw6FWg0u61QpoRCwh3HIQc5+0CYibVASRldtAkxFacQOs+BQ1sBkA6Vz\niu+o3qJsVb41Crz3vT+CTBK0PXWqcBsjizetcG672P4ES6PLqOttHMsttowcmoBezcKEFIilIJId\nohNCHBGC8Asf/VmOFh0pHFJKMaM8jKETbJyhCrKaEkO2wy8G48lLZ35IGTPZqwIQBMluWBlh0bus\nS4tneGC23gG/B40BGNzkcliQmvmjeqNTDI7JQiN51YkWERald5djm2gs9RGW/r4lnzDFbcY7TNsx\npFoW1KOUYch5Gbyb7LAztmE3KDaDUOdgnbnaDmtdLG+98mk9yq3EzaBCWzINtgjvVKg9I0dWppYW\nRdy7gFbwRigqS0eU7UC1gto6JFtWNFXbQ2iw0LWCoQiCMZ3UGWUG79o9ksqALFiDODQ9KuYCoVmp\nFdpY0GK7sypCX4QY1ALYgIjBsorttERYTe0lmJ7GNDg+HYsRKnoplvlOMMv0AgOlJvnHLSfFPy8Y\nxBwUKpJBZzbnORxpTKwkgWkVkGi7uD/ThSOmxLLNrFdr5EpZLueMJmucLBtyKVQpIe5nU6jYWKuZ\njCJ9m6njiI2tLTvwxALsRxIpRRkpLKQnRMtDqAR6jXTYQWmd2WC5Bq0ftpUYF1+x8TIlZdlbFnYR\n59B6opdKNDddAYK7wIodCInBusOX1OBrTmOT9DhwJVA5N1u8K8tORzV1bCFpRFKwCcHtwQ1tsYS0\nPuCQQ0JzphomLA0konklBWdBYQFNWuwYrv3hji6BJJi1uYrQG4GTqIUFbumCWU2kgAfS+D9TISVB\no6BiP2NESVXw3UNlI7zjvEXL6vpE10yIWLUcEvbUL62iK08uGYbAYF1jL4XKrcZjiEzG1eq9iZXp\nBpZNSxOFrlfqyg7hRTC/q6JmxNjkDCQWvTkIWN67m+o5OygW2wsFgeQ24o3aAdfnTIfgsVpm+62B\nGK0oJzHn214SSa345WDvaXEIB4kuCDUB38QFgUOCHsWYftEaarpsPlELMwejcllyEPM1qpyW2pLJ\nJdgBnIx6vi54MJFNEJ3vJJJb01shSVaMg6dUeqPVYwrtDmMsZc+0iRicVcSccqMmVK25SWqWHgUr\nKkWhtraA3uEtvCHJvhwefMpNZyW2R8nBp3d3Csa8wbKU1T0SvNA1ObtWyu41oaf0xpzrxKRNWYJn\nkkCLIRepqIV8BTfm1MjIJ8OAXbc1LFBJxSaUXpQqWQGkiENU9l71DkFnDHXQEAgWFUkNNgVGY3xF\nselCKYwUokRzrw7qSY6RFAOj9Gc8ATDnnp3tdaRKzGcntH3LYr8wmVpuwEk3t7CgpmNrd5vFbEEu\nUOpEs+zoRJnWNQ2F2Bfa4Bz6YsIy8e62VnHqW6RSizEdiTNBRBkVs5QeQlmSR5r2xei6WrJ1yerZ\nEMFtGIIwKnbYpWEXomaTXLQYxKVi/j2+ODR6oKWXqR8UBaNnCpFJsshQ1Vujco+bIDqNcPBK0gG6\n8J/BCpRnR6dI6w6/Qa1QEBJVNl8sVRM6DbYlwSmP5r1VmGAaGMEooWadEkiVIL39ew3Fw39cGBWD\n49JuX1J6U+rmAU6wztnkaXYQZe9CUbfCd3gKBZCVOZ8Oh4DDasm/hi1gDf5SHFcPQopQhwqltd9R\nlWXr26oSOFk21CMr8U0uqAvMAB+LBp2NHaRJhLa362GCUBP1Zf+ZtXieSLDIUnHluUWR+p7JKcDB\nPaSqYjb1MiRJYgUxYdHDgppcJlqoEUNaoXfFrRrgGdxePxOMmuqhRhICdRGa4L+HqtlViGVXKFaJ\nK2NYGOwWTBkfvJtHBpYeLiK0KaU4xAusgqmK2p5weN/UCzAhuJmgHZ9GWLEJKIlzx9Q0SjH6kjoU\nkprY0WIFlDoEy+XWYcl9K79D/P3XEIzd5buIKIMWxqA5Y1YZAy/ocM3tOhaDQFZ/V8JgZmpOEslh\nw0acSFOsiakR+iIebVBY+HzcO/y7guKcSCPRftogwZ2mIUiiRF+O45qhYNkzISgVkV4wPyzKDzxX\n3/KFQ1wgNl/MqdKUajKlmc/pVBhXkdRYGE4hsFw2rE0TTd8zm/XQJ/rxlJDMDiMFYeyHnYaeEgpV\nScZyCaDB8jm0FKo4sBLM56fGcGFR99+PZqlsJrcWFmNsEZsQzKrAOqEcbi3jhozg4outPhjNdzjU\nwApEEFNbF7HFvfkA2UO3JDOpIp0Y7t72SjTdrKUGilHzqmI3dBE1SqLK6uCucqDrzRbFMottUduL\naRLG2aRJjTN2ovaoH/YahA7rUGMYbCEUKZE+FKSP3h0BWAeoKH2wrryo+gEBNYk6GUOn+O1eSu/h\nNvbz2yNfVspzBw5ZjR3YsnBIdFOHJHoKuS/EqKgvydcmU1JMvi8xVloVA8fZsO7sZnxVNCLAYtlR\nJ+t0m+JqZXExI8Ymk+Q7F6whCHg2egByWVn426rDfg/V6N2o2awbTGGHBVIQEsl3XaIGReIfVztF\nVtbowU5kOh2mLjtkNUAs1iSJ2j0hDu2FYL9rIUIIVA63dZjQL7r1Ti9+AEnw3Bf7WVtME6JqrrB9\ntq562C/YnnCAebNj/2YnX7BdYivZoEjMYsdEcL6T8As9XGsrBLjZohVKYXC69s7en7WorPaBBTMC\nzGJi3CS4Q4HvHbC3qecWgbWOlh3eYeaSOOmhEgtPKkaFoha7XsmhuQb7OfFI1z5YYe19UhKUItn+\nRTETxUBPFSpz1hZx+nwANWeGgXQZohXxKrlVCUplDqO2Y5ToqnpAbR/4g14/mHP1Fngphf2jI3KG\nyVpC+562bwFB2wwprG4CLUrXZcajEVWKbKyv2eLLl6cS7QGugrgy1B58xOzEpbithGOkvWPYldiC\nSwWj3fmy3TKjlRSUaZ95oIp8cHvC6do6UwcYDGLBvkDtWIp1GIaZdqjnbdy6QWztNyhBfUeBPTyJ\n6HRdEClUURiFYJpgdTNFP1x78Z2HWEc0cLdstB9cRO0Gj8EOqSgmLrPeMa8eYoNTjD1WlFXITMSm\nGCd5+S7FrpeqGT8QrMPO/q76nAISTCwHK2jBTBsHLyecRx9YNfvO+hHvQpGhuNgi2w4r7ODyrvq7\nTGDtGuTiA4vRKOtgX8Goo8aQCp6o2GMTjPrXGCadPFSR4WOwup6Gd7tYzL9nGn4uhKB2zSu/Zina\nIn4gBNsdgEGHagddyfY9GrcvHxT7Q3ntyq0rG1yDJEEZe/eah0U/t2JjjaKuKxgw+u/Teec8fL2h\nqPf4tfdpS1RXULBlxstqMhgSUx3AsXvT339Lybs1rYoqlGwF3d9XKfZuWr9k73GUQc1uO0CDUYei\nO7yn7tTrzKKBw1L771jczVeCJQ/a+2FFphIxNbjiOyMvloaNrYqSDKPUcC4IjBWr1nJLD56VW/tB\nLzA9hRiNlGFl0J7lwehTRYnJVVNi/lwjf9+CX8OIT6rD0VKyF75b8PAPer3lJw5TeQZSTFzbO2Bc\nJ5omc9v6hGa+MEm+VHSlJzUdSKI9mpN7C7uv6pHlGkeDdCSaWtluSltCZrExVNUNxYax23cPxp6K\npIgvTwEi51PgZ+/e4ex2zV13nOXsuU1y6PnCl7/MK/vw2y8s6GJmOYzIasaKCVtAhlAsjyPYCJuG\ncCI/WIqUFU5eYTjnyDPBC8agarGxOkVbtPUIKbuq3Wdxh55N56Fi1yw4DVMsgUxCbfYa/vuWYPh3\nhd3WORhcYKpZW5pa0p+N9rawhCDDjsVFl8HM88z00XIMfCthqnntSDpeERHE1dSq9j4kL/bmr2cT\nnC1QsT1MtOIzwDeCUCSikh1WcQGW73mqOrlVjDIaj1e2DRFhkqzbLZjquu0tE16LIm7O2A87h+Aw\nldoDncRpqG5FPiyfCeLLS1aCPYNHLPyqERip+KRljUGvtnhVcasaP0g7eqIz+1qfZJLaDgGEWgpd\nb1Cl7QyMgZY1EHqH7HwJXwW7L/ow1D7TWHSC7QJ8p0E03l1ya/aueFCXd9hRQHsLiYo+cWeAbLCh\nHZymG7E7yCezENyGxGikvU/UycOmJAZnNtl7on6A90QqMS1O5zvAzmE2FWuekAH+CVQOd2Wnrxe1\n9qJKStf7rsonOLOQsQldsEJghqj2eeqMxUoyGWNcJW8AWjJViKRi1iMpWLMR1FP/bAmKP1ZeTCEl\no/wmtYTNKNaoBoSYrAmUGFYJlp2Y2WfA73+UnMMqzKrT3pCFH4xUvfULR86FtdGIosq5zS3euLFH\njCOOF8eMQmCxOGFrOqbVio21CbOTOZONKXk+52A2Y7lhOQq9u21WIiy1p8LAx1E0LLRVv/jSE3ov\nJBgTJ/qIXylu0GZLyrdt7vDBjzxMDMFT6uyGXZvWvGMiPHCm5sX9wG8+v+8MkrBSttos5fzykKmI\nSIGRVDRiQrKoA5Zrxc1QBptwzCvLs9EVlgobolQhkWOPSCKXwtgfvsY7vDG2/OyyCf6Ci6VaXxii\nvigPRhIo3qZHhzggotkOJwO3An3oV4W4EpwVNkwsxl2rPInPuSSr/IkYa+vQw2pOsP5ZhiBfA4rV\ndQD2XxPmDXBWcMuOgq5EagZfDIO+TywikK3nzaWAFkqfWfaFTi3pr9NM7g0WqlM0J1yFTkz3MpbA\nolhKYkyyMv1TgYnDLL3DEDFg7B8nGuAHQtFbU5PmwlLcD0zUWTpOMVb3Xg2WjKjFIU5xx4JO6cIw\nu6nBhAp9iagUK5YF/9qWBNiI7fIUqH0nl9UKUGerbptG/KCsvKBnL7ZRLObUpuhCl1lBqOoddVR7\npprsxVyNtaZhcIe133eAHdFsS19JbiLoQWUBc/N1qBPURa4GeQ0L5eSMI/HF8TDRlwCSB6jMCl4Z\n2GzFiknwSanWRCOmVCeGW02I795ytn+HGIPKQSxzgWbwsbK8EFFrcAYKcCXQeMUUZ7sFVUq0+yK5\nJiyKTeYDKzJ7J5vxiZNCUmGpQ9ibnRmipjQXN8MsRVeJnd/v9ZYvHOvnH6CdHzB78zmOZifsrK+x\ndzJnNitMtqf0BcaiLJoly6gQI5qtUscw4aSP9O6WSTYFcx2FjkQohllGzEcpRgglsUhul5zVF7N2\nUC6zMkrGtIkqnF0fUfsuJIaCSkevDalS6jQidj3vHGd2csdnrox5/jiTh4PDxVxJLYegjWaAaAei\neVqlcGtfohgVuM+6sm0WVdpo8NdIjPetZAuGEaGOAdFIEzJjtS60cwFbCNHgmGLhSQTLVRYga6QK\nxSxVCq53CBAdtEiWrKbBU+mw4uNDEAC1BJZqNFyzh7DrXg/28AGjzHpnOwjBVJyNFSOl2Oo9RFMz\n45BR8UNipZj1nYaGtOpoxR/c1umZGrzYVCYW7EthXCckCpMYmPc2eU1VGAOzYAfDKFXM+h7JQptx\nQoIfY0FMUe9dqmkzMpXYjqRDVgWk0+K7nlsOuOColxq1V8X8oGqBJpsjclRj34TkTCwRluqdqwBu\nAQJ2z2syBpdg4LoV4ewaIzt8rXEWGrF4AMHovZpBxFb5w25NvXHQoK72dp+yAlUMNGKiyj5gcIoo\nyxKtGOCqfS2Mwq0lby5K6ywrJ0YZ9OMMRBX7+gNwFwfbEbfgSFgUrTHbPMZAzL48BSviRaEq2TLK\nxaY5Y/JZEQwKoxDdY01cuOcQkRpM2Gddia+SDloh/mVnalj5WclQ3tQZgGoHdMGmCEFWei0RJRW7\nnupEFhFd6VoyFi9QZ3URuG1+Oi2rPU7unRRS7DnT0lNIJLVm8ge93vKFg6Lc9uiTXN05TZzPeOOZ\nz1DFBAROFh2aA30N/QK6DONRpG1aJinRVxVpXK9U1yUWWrHDL7lwRsvgXGsjbYwGXyU1uGokQixm\npT2RQGwz95/Z5h33jLlr/Zhf/51f5dmvPM3Lz1/moXP3IWHKvXeepZeOn/k3fo6+JB649xyb6wd8\nqKzz6984ZO5miTicFNUOmc5vvMFK3IRF1qWJimknfJcDAQ3mbmtdb7GFoNMHpSiacAzYu30pxGJ+\nOWa0FtBslL9citmWiJneWWKELQoV2/f02Pcbo2bnoYUSoe/MNXhQvxYMbx/YW+DYuTp25ROXhTG5\nknboPnEWUcGtxyEEK6TZw3+W9JwsGj7+mS/wxac/RXfY8V/+3b/DZGfNrCXErkXJvssoGD7gu5Lo\nNvMpJqaSeN/WOvecv4O7zm+R6sysm/NPPv4S13NFiCZ3qYMdKHOxyS2K2UgIwXQW4vqDYFnziPrO\nqSAa7XAqZrNOcLsN3HodqIsV5ioIQjZRmAo9kVhZ9GrlHmFTGXSeVsR69SiAYpNbPeR7Bzu0xN1U\ne8fQQ7m1XxEZdieWw16K259XkS4469ahNQJUxWm3nvFR/EA39ppNwuMgZFsZo1KYkOhydm8zVvof\nFZMaVCS3tcfNO9VcDhAX1qkr3G2CaTSabsknuCxOQw5m8Cd+yC98D0OxoLPi02rCbUBKdm86+z2j\n1S3TEqlCNMp977euYqxKkejxuoP40pwojBo/aD3sGSwDNRhYooxXq3+DWJMz7hrJBEnWpGWfltSe\nka4M1ipK6W1X2zkhxaYnWHbY+4xnpfwJleMtXziOrl3mlZe+xeT0Nvfc/wTV236M0xtrvPj1T3Mm\n9Fydz2BWkSTQ55Z2rkw218iN3Sid2oMwFn+Issv6JdCGwfclgNty2JsbkVCIHdQh8dj5Dd52x4jZ\n1Zc5uPkmX3r6aZZf2ebZ8Ta6NmUcH+btb3+Y0XidIMKcOVWp+L3f+m12zu7y1Hvfx53nztB3hb/2\n2IzrZZv/49mblJisWImBMr1t3+1BDIpkOyHKsIdzhVgKBuegJtQr2Q4MEbPWlpwJQai7AMlolahL\nzgRKMJsRLWp2Bp6OGEqhU/ObCs7uCFLogj1sUQwXlzAcNlZcuiQeppOJg5hNLL2sVXMdNZ1NIGtP\nyXbzW1noGQJqhsWlq1BcB6LeCcPf/4f/mDs27+RtD91NSIH7b3+Y2z98ihiEyekthOIL4+BMmOHf\nZ3IK5Gzz0Gas2Vxb5+ZszqMP30N4NPiBsWQIzHriTOH1g8xrHYQkNG1hHA0iaqQA0YR8anBRMikz\ntZg2ATfd69Q4+erdMD5BTjCX1yqoqcSTFaNJCIQSWEb72tE7Yo1qMIwhouY9psPC2LrdlMQNZwK9\n25ZHzAJmEIj2xbpR0ULIEGNyk79IXzw+oBS0iKcL+uLcN8yd3MpLKcUMPQfnhCXqnzYEJ62GCFJM\ndvC7Gn94ly0IywR8jgtQghWlQb9TyIM/p9n8a3EXaivGgyVQT6EvwYSsGCyUZejogWKmgzEIQc1u\npThkFiURVVmWTDCphTdQphFKDn9FLyrFhbSiuO2HT4BkuhJXNF/T+JjvHdi+MgWbSpBb6IHNTcM0\nPfAvrIhqUDqn9hbUhMbeoInDvolCzoPuxSaoH/R6yxeOZnHCpLR01y/zzLevcnSy5Lb3/xhrd72T\nM2fXefMzv09zYx+pIlU9IsTI7OiEza1NlnMo4xoonoglK+fPGmhECc5LTwRSX3j4zCmeuHedVPY5\nuH7ZBHD9DY5ePKCKFfeduYP+7e9hv4HxZI22OSEvZ0hTON6/RFm23HVum1yPaCvh5PCYz3zi/+Xs\nXffy0COPcf7O2zjbLvmPqzFNvcmvfeE6i1gZFsqgM7CnO4TgcEKioIxCofNDPgqUbCp3vONy9N+w\nfC20xXc1Es0yvejKIr33m79C6LL1QLZQtIe/ItKp0hAtOjYoa75c7H3RnRSWKlQpsMyZWCK97zMa\ntweZqo3c2Q9xNBLr6CwWJcbaaU66YiwF75zCsGcSs//4xX/7LzPavY0mLwkKk/VNgkKzWPDC9SOa\nZkHXNezubLA5qdhMQgx28DSLOVKMwXLP/XeYpQUJScZcKWIRp1dOjpgvWp555Vtcv3SJzdEOeteP\nkoMQqshYha4PlnJn2xr3qxp+dlbFRwlMQiSHQqfG8ccXqgstbESz0xf/xS1YC6dv20FdhWhdKBDi\noFWx5UXyYpzE1wUUN+EzL6khY14kMKrMmFHEXBoLzuJSkySOxOC/yqnpQdUpt/HWPaniCnt7frQY\nXFOwsKYqQJ9xW5Ri0JkO4D6ropKLMQP7UsjJoSf1iU2NymvXdNA/CZ363TDQv9XpuSL0pXeo0qbA\nzu2FFLEmBYNCGxXqYr5wg/EomAG7DOSF3pqrTLF7FYuWDsncjVGo3PJDxHaBNk2bb1nCiqBgJpTB\nD/foS3F0sBDyIuyFJ2txax9h0FeKYFG2Hp9rlGQ17VUwCFBLoc1CFSxzxAgEw0j6/V9v+cKR+8LB\n8T4hVCyXPae3p1z/9tcZyZh025M8+t6foU7QnOzx6tc+x97hIZu7m8zmcxrdMFW5LxwHrYSZByp1\nUe4+tc577jtDVa4zv3mFOhxRroyYnJky2hxTKJQuIGWN0bhmuThie23KzTevU29O2Fw7y233nOP+\n++7lwYfOkVPDP/rV/5VRO2NEzbw1mOfK69/h8isv894/9xOMJhNuP5dQLfytH13n1ZMRv/WtfWbJ\nFvRt8HjXolQlItGx2WB27IDTVD3S1mmUrZolxXDspmif36tHijpEhBhJQLWsDOT6EmgpHh0aPeSq\n2MMdIJWARmNNVd5ZiSYmwdhoEqMpYUO2pao/kL2z0MwjKlAkUjIuDLM2UIsfHAO7yHUxDRWNJEo1\n5fJyzm//4e9z6ZmvcWZrShxN2T11G/uLhtvOnOepJ9/FI3efp2tnSLOAZknXRdMjtJkoCYIxb3qU\na4dHXD064ovf+CbdvCMcH1MvDyEvCBTWUCZ14OjoRXbfmFHd+RPsl0CMkbWq0LZ2iIoUJmFY3Nue\nhCq4PgHrxv1ABAskimIGmsWLhgV+OfThmP+tZa8JQ1npKVZAB8Xx/pWiHldNFzyB0icR/DAWLPhI\n7MgUO+l8uVo8G8NPZM0WOuSNCaU4JGWddAu+kLX3y5ayOJnglgq6iBlNyrC/KDDMgoA5MctA/bX7\nudPs7CjLNVHVW1EByHddaydBqKnva/+ZUKecO0fa9DP2TNl6TVe7mxismPXZ7cpFUTXBKu6hZSd2\nYE2UBv8cZ6WloL4LipRsxbIOuHBRVhTyiNoEhmlWohSiejKhLavMIiaXFbLQYnu0kH0PWBxuM7od\n+FalDvY1GoYezGxxVhf5e7z+lRSOCxcuPAh8Hfg/L168+Ff87z4M/APgLuBzwF+9ePHia9/1b/5r\n4N/HTot/fPHixf/0T/O9ulKIMqJtO4Jk6DOXL19mPN5k8urX+fYb+/zoBz/E6XsfJm3eBssbXH3l\nWU6u7HPcLtDtaArsvnD77gbvu+88G1OgeYMXvvplzo1OcfKd56mlZufUGrMTJUummy+IcUgDbGm7\nGfs33uTK1TcY6xr/0S/9MjsPbdLHhuv7V/lnH/9n/P3/6zOwn3nPez9IN6pY0JOWR8Q45aSNjELg\nK599mlwyP/7hnyKFMTFENnaU9b7h9fYMT186Rt12gmCjbEGsI+oNAxaxrILgmHooBUNhzDiu+MOQ\ns8Vd1vgDLmLhS97NlRCpxA4W81wyTKwvhrwnEYokgrilvIu4AvhCuJiAUD1fBLNpN6GW46/Yx2wp\nqBac5VORnSXGpjJk327+WRFymHB5/yb/+6/9KmebBambQ9NxV9tzT7XN3efOc+cTj7J5ZhetEyKF\nMr+B8yNQMV7MCR17szlfevZZvvqlr3L1ued54PR5Tq27GRzZDv5RBfUYraZY0pLBmNebCLOrnL36\nKTbv+iDXdUQhsDlW2gyiwcSj2fYAdTT1rlS20C+qjsVjS9aYfVFr1G9bfBdX6RdSGYKh7ABRlOSs\nGcPF7RAL1h3Qy6CjsQkgYdBgUgsQ6zWYj1MYDukILhQsIXhhguUw4YiJIrMKUkz13/l+qBX/X4v1\nM4KD77O8Vhql2A9gi3seKNiZEJOz9OzeNkKFFcfktbHnFrRqrgUA4hRWRUpxF1mDd2K0AiBAa8m6\ndPhyHPtWrdiuwlIzbZ9XqdCK0S3s5VY7AuNgIt/iwVQd5pXWOKutCZC8SVOcNqw2RWXLbyUwxOwa\nW6opdh+I71QHy58SlLpkf55cY1NYBbbFbDWiK9kX8Tb9rYLS/Ge3yxRIxfPq5V9Py5F/AHx++MOF\nCxdOA/838NeAfwH8F8A/BX7MP/7XgZ8H3u7/5PcuXLjwysWLF//HP+kblVx448o1xqPIffffy6XX\nLrE+GYG2vPDCq9xx+y5f/+KnOHtql4OZ8o73v595v8bpO4/gW/u8/12PcHjyHJzcYNodk69/h0PN\nnF4fsTOaEoLQLU6Yrp0iEtiYKOPJhNevvcKbL71K6Tua+ZKNuubqwR4vvPwcV67N+MTTf8Dpszs8\neO4htk5PKQU+uPs4px8+z6vliEShSE07Ok2hZVKOKWGDo7YjVoHP/sEnSDHx4BPvYvfULg8+cJ4H\nivDw1pyn30w8d9yhyGqx1iPkiFl4ZIOeBpEawcz8QnDDtOKGiNiCVtVUegONMorpRcRZMrjtdMQs\nKsZBmKu76GIKd3UuvviSsPdFYYW7fxIYRSUW68qyEw8slS4Ya6QUmtKtogKCBOYSOeojfbVGCcLn\nv/oVvvDxj1PfvMF5Ej917ixPvvM9nH3oHnStoheD7YzGLKuDUyVCEJZa2J/NuXx9j699/RmW3/om\nFZHReuLBGHnk8YcIIRLDmO31bUoFpRboO7rmkPZkHzQTtKdvlty7tc2l420ODq+ytfzn3Pnw+rzd\nmwAAIABJREFUz/FGrukR1iqz6c697QK8OpDEBYeYXmLoOlFjiEXBTftsDq400GqmxopQ60WrYFTq\nVm4JQC1MSFdCOnOVNdHg4GAsA/4d7CAJGOGjOB0WV+lbZzt4MdmWPKjpHzo1ZbK5ubhSX30nMBRE\nGJxXHO7EGU2mTwrc2jMFtWAqQ9mcKaiQijIK4ZYCXrNFEHsBE7UmaNByZC9MRoW1KNroGhMRI3iY\nMBGnYwemakyqXsBsRXwScTr0QHkvpSeJMPOJF4zaajuZQXBoGpe2BBcG55W63fRZdoy3mEFhwKxG\ningWqBTT4hR3W/DnTB1qLBrI9BZKpjZXdmrLfMR1I3wXpKX2PZbGhWPhNHoN5QfCVT/0wnHhwoV/\nB9gHvgk84H/9UeCZixcv/oZ/zq8ANy5cuPDQxYsXXwD+CvDfXbx48bJ//L8F/gPgTywcdZ2YTMfk\nFr7xjVc4e2qDOJ0yO1pQVSP2rh2wORnz6rdeoozGfPV3/gUbu6e4971/jlm9x1p1hd31muO0Tt90\n3Lh6k65Tatlk0fWEZsmVS5c5rK7zxpswjhuMppFr117jmeefYf/6Hgc3O06tnUZSIsSzPHBqxHuf\neIStuyfIKHC0P+PmzT127nyM+9/+OMdXX2LvygGiHaIFSWNmjKjLARtBWPaBGUKde5772hfpusyH\n/sLPQIicP7/NXzwL33lznz98M3C5N3B06OjRAMkeoBiUMqQLIpTOssXFD/vgMaIIGLM1Mw3BDp+i\nrnL25VoVyFmpS6HJBdsM4VYVZkAnt9YUpAKdFDoJjDF82CwmAtPkArJilhWhBEQyoSSmRVlq5Cgr\nS6156ZXn+Z1/+hs8MdrmzNYm737sbfzML/5FuvUaYkTUNA0dhcHkz0SJwqz0PPvqKxwdHrN/9QaS\nW473rlMvF3TakErPxqawnqa849Gn2LnzDH3KPPvKs9y89AaHJ3ukUOhK5vjkGF10iEQWswXEiqY/\n4vTmknPjDW50m8yaORsv/j/c98jPcbmMUcTckKNQcra9EWBHnO0hVvsPrMs3Rlxx3Yph8eYvFs1l\nF1aOBUO3bWaPZrpZ46wmp7PizJtBx6L25YyB5dnf6p+T1MSiEgNtn01bFBXNthRPGmjpqcQyQnKB\nXm5piKpgGo7shUSLrKARsCFEHFLBD/uiBY2GKQniTA+PTsaWz9mk0KgWYkxu61NQFzIazcg2Sq1k\nBzjdekQFje7Km80U01LVA0lMJBnE/n5MoSsGQ3VBDaIr/p5lS/ZbFmAgp0T7PgGjBPcUuiDuDOyW\nOGLq8EqNci2u5tZs06T4PRHF3r8Q7LkIQVfGjQ7YgkAsvVGj1fQgWYdD3hrAgaXVq5tCuk8dBLNE\nkcEi6F+jiePChQubwN8DfhI7+IfX48DXhj9cvHhxfuHChZf871/44x/3///4n+Z7Nm1HPR6x7BZM\nRjU3D46Yjidsb28yn7cslj1t27K9s8HxyZK9w0MkZv7oE7/De97/IY7azFqsbfnZNXSNMl8uCWWX\nmDrmJw1r44lBHX0h1w3ffOk5vvbFZ5iywaja4ey5ithGtkYTbr/9PO9616NcPniVEnpms4ZU16yN\npzTdkuXihJ3NNW5eObYxPXbO4Iggm8x1xliMJdFhneekTnz+6U/wvg99mBQTaOaB8zsQZnz8Oz3X\nGWirA8xkUED2h1FcVxDELT3ku8dk7wKxJWlflEnCdxs2lUTHw81rcPDSwkVexkFHzbYPsWVsGwYs\n2b2ZKEyiEkmEZEvflAvrUhk220fOlooPPH4vByVy9cZNLr34PLNnnudv/PkPc9dD9xLGNV0cbLkV\nCR6u7BhuCRbj++beHjf3D3nhuW9zfPlNdqaBql+w6JdULt6rwgiZrKMamJ45zRv5Kp/9g6eJfc+4\nqpC+4WS+ZHFyxGK5ZDrdYGO8QTUekeoxnUb6m0uWbUNVCjvTNW6WMUfzE7YvfYXx+R9j6dfXgqKU\nRc52HQHwrlh9nzNAzmKYfAFn/zhNV4pDKfa+GUY+sJLUreYd6/bVr0FX4oCgffHhPVSn50RfqBr7\nyg53MNiycoFaQKjV7okoyaApnwzU/1N8F+PptKvCZctpx/BXsJysClkmQC42PfXm5kuwwKUoRtiI\nmD4piEUlqx+lQaIVKB3EdM6m8oI6+Hd1xfjRg6Gl+lRkJBGjxg6AqO1dbj1PQe3nbXDtyDDBFiuc\n4lNFxjN0vA2ImK9ULCYIDEHNK7rYItyKuqvB3Tl3CF6y59HfsQG5i8EnEoeL3QA14PRiGSAwe7Vi\nDt+dDqw636eI/Z63nLe+9+uHPXH858D/dPHixTcvXLjw3X+/Dlz7Y597BGx818cP/9jH1v8037D0\nPct5R5t71jY20BnsHZ+QDw657fQupDGHs5Zu/4Qz29tU3ZyDgyNKmfH8Zz/JjXnmkbe/g8nOKdZ2\nt3jl299hMT/mpZdPiCnQ6jHPvfAih1dvknNgMl6j5MTtm2/jobvvZndnm65qyapsjCumW9tcObzE\n8njJ5njEznSTRTNjbWPCSXfA8eE+Z+44y/Thdb7+3AtUcew2073pCsI6jWYmuiTQkanZz8K49Hzm\nk7/LdLrFu556H23uefCuNc5szXnujYbLTcVzRz1NiPbAqq7sogdFQIm2GO2M6Uco0Q8MZYkpS7sA\nIRu11jiHgwet+LRij0Yo9v+M5qsr7y3BLL0rTC2fsG5uFJRrv/tPeOqn/ionozFJM6nAXVtb/Ogj\n93L69gl9PmHx5hWmN+CJ9cSj73mM8u4nnLNvKYbioT0Jo3deOrrJt779Bp/+1Kc5lWo2UyB1R0jO\nxBTYSjXSVORQMx2tM9qaUK+PWR7t0c5n5HLEjTcP6ZdzcrukXXZsTdaRVDFOFWFyiu3tmunaOuPx\niEWfSRsd12/uUU03mM+PSaPMNFzh7PQ0VxabnFx7ka3lHHngp1liok2Csl4FZlnRHNBspo5FTZOi\n6kaaRd3+QlgWE3sNh4I61zmJmrJ94N4WS49LfaAJwbI/HIrKbtc+HIwUpRdjfFlettN4VR3iM11J\nVmi0MBLbSZkuRBh5QWr8z3YE4z9nILjAUTE9kelBTHSoK4PCQTH9Xd5KDl3artngGYs9dQ+tYFno\nnQ7L8ICQ3ZPMppzgX1tksL4xiKvW6NfL9Sbg2SZGDBlLNO2GCi3ZzDmxjj8FKxCWJ2JlP/t+Lypu\nlW+q+iKuo0DotSelYM2bMxg7AiNRc0gOApIJwbVIA7UccRDSQtQsX0VdIyUre5MU8URNgxdTbw3U\nEmsIkosWk9j7bJb2thtVAbElyPd9/dAKx4ULF94JfAR45/f48Amw+cf+bgs4/j4f3/K/+17f5yeA\nnxj+/OR7nuKwU7hxmfnJCdN6ZEu/LnNj/5CmaTi9u001nXC0bJC2cPbcOa5du8zRwR6b04orz32Z\nHNfYOHWOd33gI2jJ/Nr//L9w/cUX2Tm1gXaFrdEdnD1zirvvOk2qoG1a1k/tsFgsSRn6Zcvu5i4N\nDevbY8abyhe+9ixX9/co1wrb2zusx9OcnV5jef113vH4E3zwve9kb++E51/5Dl2okNgzIpuaO20A\nhVHJjEpDkcDRUmn6PT796d/lzOnbePjRJ6l3E6c2lWWTeeT1G3zyWuC4V+YBgusbBlbOwD8fupLs\nS/SqCCkYVRYt1pWpK5MxRkosCsGFbNGFVcVcRZOCheyYEBIFDcY876Uwimb6+JMPPMpOqnnqqce4\n844RXW4NHugPoN2nisKZu3aQkumD24yIZUNcunmdF9+4xI0bByz3jgkKy5tXqUpL6Jc86pTIkGp0\n7SyCsDWecvsdZ1l0h1y9/AaLgzfQNnB4rWVxfEIzX1CPxiznDSklQl1RjadsnLmdMK7puyURoW3t\nZmwZQzJrklYbYt0TUbrlkrkeE0vmtukuV5otuqMrbL38z6kmd7O8/UlKCZRofmMhGEREgeyk/KCQ\nPX63MlzGzPqU74J+rAtfACm7aWO0BbdNYCaeEwmucTCoJGb7Pq12jEIiuB0HHvw0+F1FDbSqRDX6\nedMrJ9HIEUEHhp7RdFXVD31rLPoCNcUDsXDbflO1IzYtEIzl1bo+u3M4dTDf/JdtSQYtgv+92GRb\nihvnu/ZFMUt3DcOEXPyaeQY6K0QPkWC0ZwG8u09BbMk9TFcmU6fVnokISzc8DdmMSYf2qGA/S481\nXYObcO1suKLQ90rwxqDzPV/nD1+rRrUtaraeQez3CGKsSWMviu1oJKx+j5SNaSVF6H3ZjZjrcu9L\nfhSnOVsBaPyahmJZ5aa8DywWi3t9bTC8Pnnx4sVPDv/uh/X6EHAP8NqFCxcEmxjChQsXHgP+B+CX\nhk+8cOHCGvA24Bn/q2eBJ4Ev+p/f6X/3/3v5L/bJ4c9/9z/5Wx9rXn+ep376L3DjxjGvvPwK/fKY\ntY115vMGkcjNw2PqynK5N9c3uHxtn7ZrWVsbsTiYU2SBTBYc3LjM3qsvkcYT/vK/+5cYre2wf/Ua\nr3/9UyyXS9a2JnRdT7dsGE2mpiqtxhTNjCYj9g4PCBI4PDlhe3PC4+cf5x33R1KtjOOExx9/L2F7\nxPVrB3zjG99kPBIefPTt/PhTb+eLz3yTvhN6NSZIkCUBoQs1vdZInrOeMl0eURrhzUuX2L96hXse\neozbbr+Luoo8/tBZTq3f5LXjxMcv9bRByFnIUiyXA3c6VfdkleIwE9Zfianll6WYzbx4+Iywwomz\nazrUaaSqJlzr1IN21fyoQoEqd5yLkXee2+XH33U30/pxtAJ0Se5PGGPd0ii512sMLKOydzTjmZde\n5PUXX6U6bohkUphZ7CzqOSQV65MawhpVCMQk7GxtcnJwk77ZJ2jPou945gtf42R+QsjCaDyFUY2W\nRKjWWNteI9RTqq1+BTDUVcVJs2A62SaPJqCJEA1XzmIxtTEEdO0Uh4uGEcpoHKy4zI/ZlMipesJB\n3uXoZJ90vMdmUg7PvgPNyTUVESql6YrTp8VzXEyI1jsLp8P2UGE15gXItggnGbstFs/2CAOtFEBI\nCQqBCRGNRmkuJGPOddgbFGRlPRGjINlYUwUTgQZ3kxyW4bZPsq9vPmpuzol5XWU1Oi/R5xv1uN5o\nFNzgk4QMDKJk06mIUbYJw4LfvuegGQqYwr53GvGKfWTrPDvwnVAAvnB22EgxVlcsphpPvs/I2b9D\nNkbZUuzam/14ZhTNFiS5f1WRQuh86lNoS7GmiuyhWAYTLnTIeRmmJXdZyJbcZ/EHA+kseJMFc83U\nOaJJ0ZIJYrkhIyxhUn3X4ixgmxhy8F2IMR7VSRBoIajFQywEIqY3CdF+10rtGk8mk29fvHjxV77X\nOfvDLBz/CPj17/rzL2OF5G9ghf+/uXDhwkeB3wI+Bnz14sWLL/rn/m/A375w4cJvY43S3wb++z/N\nNx0luPPciNc//wdcuXHA5h338+6f/ijf/NLnObj+HTZ3tjk+OaSExOZ0i+PjQ5Zdz87mKW7c2CPW\niZ3phNzOueP0aU7mDSkKz33mUyw6OH3XfXzgo3+JS6+8ykvf/AKhFKo04uyZs7zx5iXolcloxHRj\nSt9lZv2M28/uMOuXzJaHnFnbYb5oIAgvP/8sDz35Tna2N9h993v4zpVrfPVrz7C1XvPUk4/RzJVv\nPv8Ci1IQMUfYOhstMVfrLERJ+YhKE12JLCi89Nw3+PZLL7CxvcGT73wf99x5G3ercsf4TV5fbvOJ\nN2YsAhSHblp3cQWgWGGoBJrBDRhdOdgaA8ggjjoFcu6J0bKWB0v3opCksJuF28cj7tle4+33nOKe\nOzeJdUdPh/WsC2N1eccjjOi05+DkiD/8wpd49ZlnOLu2yzh0JGlBYDNHcghIqKhki/F0zPbaOqe3\nJuydHHF44wqUQ7TpaLqW77yxZLlY0hdld/s0oPQFqnqLUYxUoxGxqm2R3/WewTCikkhWWyD2yYqH\nxpHRH1XsQSSwtrZmWoEQqMYLwnSbPtfk5RGbU6FtIjcP9tnZKuzWyr7sssgt5dKX2ckdx7f/CF2x\nXUIJylqVrMPuCrOSVwdO73uBypceBv0JRF3pLyo1D6rGSQw12ASD5Ux0va48MorTXzOAQkphlSk+\nWNYkhs7aom5N1Ge2LH0wMkRfrLO2fA+DLlM2iKorBt8EselhyJnIcouKnX1ZPkQp2/4CSm+1plUb\nuYbPqRhiDAZFtnm3ddkOTimel6i+DxDb4QQRaod+SvHvHWzXkMQsfBLiZAWDdFRhTGBJNnt1FXpf\n4gcVVJK5Sau9d+MCy5ApvWlDki0PbJJzaUsfhGFLZMsrIzz0Wqzp8k2DlsJYAyVk+hKtUBZ8Lutt\nWpWBYhx80W/ThQ7SewpooROhipHi2TMRGJHpgnmNmTOB7X5+0EuGkeWH/bpw4cLHgLd9l47jzwP/\nELgb03H80h/TcfxX2EJdsT3J3/nTfJ9f+eX/UNub30YF5q1wcLSky8LVwxN+/hf+Pfa6JV/81Cco\nndk8dCi3n9lmPmsYj2rWxmOu3rhOHYTdzTVG64k+B5aNUlUjz9eYoOOaH/nwR2hn+3z2E7/J7Rtr\nLJctUSO7Z7aAjoPjY6IIs9kRN+ctW6Fm+8wms+OW6WbNqeocDz71LrqYkSwrm/E3L1/izUuX2N1Z\n5/4HHqXkwlefec4Ur2KRkIRMUPNQqoNAd8i4HuGCdwQTAd5z733c/7bHWLrL64svXeH54w0+vzcn\nExHNLHG4yg+d6HCClkhKzm4RexBH0e3SU2CsSlcyqS3cWY154s5t3vG200w3QKVHJCChuN1UtJtT\nLJr25nzGC6+8yBsvv0Zz/SbT2jMhcmdW8cXS52JK1GnM6d1ztLFnYxTZu3GV/b03qQj0pScXpZst\nWcxPiAHqyTr1ZErXWw56iBUpVcQ0srAmMY2JhIoQI4VI8bCcRoI1311H6gptVkanp2xPtqirRBUD\n69OakZhtfVvM2LA5gS+9+gLXjw8YaYZun2lp0GVD352wMR1RpSmMN7jR1pAPmEzuoHv0Z+kRNAYP\naLIi0KgxqvpiEE5219cKgyC6DCOnTGctDHkopbiWKBvcJO71FYJ4doQYRm5OkaCGx1tui62AkwsE\nI0KrxsQpWWj6TKO9Ceiw4iSCsYrUDqrGzyCLH7BDWYL5U3XdkNaXVxNLBErwnYu6QZ8XgM7dBKJa\nl25iVYOSBAvKisF3FuJr+aw00YgEA7NolKJ5kmHLoz6707TzgYNPdrkMqnbzeLPNjD0PnejKPj0G\n10cU98lC6Es2y6JiUFSvVrQGujO+xO9cIFi700JQIcbCEuv8cQ8rq0ni+KIV46gWpVtphNW0YmaW\ng9DR1/yITxhJTa1v4VHqx2lcGSTiQslzOxt8uDz39z72sY/9yvc6V/+VFY4f1us/++W/qc315zk+\nPuDc5jaK0JbEiQrHxx1l1nHnuz/A3Q/ez8c/80VuvvkKG+M1UpUY1SOOZnPWxpG+yYRRYiQd62sT\npnXi0rUj7jp3J8fzGTElQphQ1ioefMe7qFLk5S/9EeuhsL21Tojw+c99hc3Nbe654xy/+Ud/wEN3\n3cf25hbL2Zzxes29dzzGvY8/TBtMESxqN4F4Abl27SqXXnudnd117rn3IXotfPvblzk6vEkXzD6k\nNtmuaQ20R7sZ45TsYAiRJDauPvneH2Fr64wtYYvy/Iuv8/SNNV6e9TRiy75UoI9DpoHtMyKemx6F\nKcKuCJuV8J7bz3D/XRO2Tk0o9CC+IIzm71lwz6kI87bj+Uuv8drLb9AeHhMOriGVdV5FDQOOUrlA\na8wd584x2Rizf3ST/f3LNPs3UDJtybRHM/q+Z6NeY36yYLS1gVSVQQ1JqGREqkcsi/Hlsxp9OIxq\nJI5dEGlL0qSVQU4KWjK5WbC7s8n999/F9f0r9PM573v0MT7z+c9x/u5HSCFy7raznH3ofq7sXefZ\n559j77XvsDiaUTTQzvZY232IV/b2kNJQNwdU+ZhYWhZHx2yMa2KqGW1scK1sw/wG47Vd0pP/FstQ\nmY4hRNvU+uHb9Ubb1X5YDuNLXz+E4BYdFTGYx/mwRdy1FjvA0rAIxplUvlhWTOei/jkRYamZOhoU\nudot5EwuZn8S1RleotQIXelRIrlkpNhSVkSgh1QZC2uRrej02HQxAPAjNT1Qveq63U7FTf+Cq8TN\n1faWJYgqZIkkTHiHa0oUP6jdHFLFbG1EbM9XULIkomQD1pyMIAQoPTnY9FERfTqzfRNJV+vqCled\nE/ywNnpuX2Sl2LbpRo3Smw3ONedjpddILeZNocX8qXIyYkJQXTHYOhWSDNYwnj2i5kAw2JPge6FO\n3YUX2zcVKZQSVwyWUIQQixWmbHuzLlic7JmdDT6Sv3/heMtbjiSJHIc10tqI/dzQzY7ZWoftNGX7\n1Jhmd8yN177I/mtfYnb1hJ/6N3+Bg8WSr336s3TjjlE1ou07Wm1J8569/UO2z+wQorBej7h87QpS\n1ZzbWefgxj7TNOXqN7/C4QIe+dEPkDuouzlXXn2WBx95mNn8kFk5YTkTqvEIQma6O2F2eMzGdH3F\n4zZr9FuUSRROnz7N2TOneenFV/nyV77IKEXe/sQTxPoeSg/PPP8iy+XcsHAj90HaptGGoEsqVYqM\n0Nzx1c9/niDwgZ/8CFU15dEH7+aeu1tuLkf8xleucqPLlJCYSvB8bmWtZB6YjnnH+VM8+sAZ6mln\nOLf4oSOKhN4mFCKlilw7OeRzX/0yh9cOmRII2iBtT86L/4+894zVPLvv+z6n/MvTb5k7d9pO3zbb\nd7ksokiJ1JKU4IgS1WzHjBFACWIhDhIgcZAC5E0QJAGSFwYCI3EMQU4cWLagLtMUZVEUVyzLrbN9\n+k67d+7c/tR/O+fkxe88dxnAYt4EgbF69sXuzi3zlP///Mq34RspR6KS7nJk9SjdhTbOwMb9DxiP\nRhTDTe7cuE3pGkbDIaGqaeUt0rQrdNWkS6tl0MbS7QzwxmC0kbwJY1DW4rTGBgNJjqtKaizWyPtr\njREVuoc6UjW1FqdVm6bQjLl/432mpaff79I+tMK5jz3He1dvMNzeJ7t+Cb73fdysIE8zDi8fZeHY\nAgurS/zz3/st6t3rPHn+cV6/fofgO6A0ut4n6/QZz4aEYsJAe5ZaMOocpp7ew178A/QTP0MwbTH7\nUwrVxPhRo9DO44wwcmQHLr5k1gnGMzfwM0qwhpoPrSQ00fU2RPp13N2D+Nw3saOXLh9Aps4DgHoO\nKAcI3qBNkLVPiNRir8mMJg0yAaTWYFB0HVQKSB2oBN148WIK0lmXxI4XsSORlE2i1iOuW5R053Ps\nxClZlYomKeaAI9gPSii6SZAuuxZONgLyy8GsnDDaaq1JEfU1cWXnEXV3iTw/sUKRnIwqiIOtcVFk\nqYRF5oPY7Mz90epA9AnTYrmCiQVdxLYN4cDmQ9PgnUFZUdET5nYsQoIIXhocIyiQUIdRkZUo2Itk\n1IiIMIlbhhJNqsJB6p/VXjJVYmMgyXJC7TeRCl25gHb/hq6q/v96/Of/yd8Jexvv00sNroHKtElM\ngwkNppmR5jmJko58e+wx1rC5s8+JR55h4eR53njlB7jpBG1T6llBq5XjvUNhKJqapYU2iXKUhaeg\noZP1KMsZh1YXKUpRoh4//SCnH7pAUQ25/PJfUBb7XH7tAx574gzttqGZlSRpxhMPfZLFU0eoVIgm\naSLoCkqUqwfhRTHmdTye8d6Vi2RGc+Gpp9HaQuO5dOka+8VU3GhdhQ8WrQ1a15hqj1SnVEpkYanR\n2CTh05//aZq6oSwdo51dOv1FfnB1yqMrJ3jgZIu8pWncLHbAQtdUgI6AiNOBYTHj9fff5t6bl8g6\nLWzjUMrhmhqCIahERFo6QSeWkyeOg/Hs7m+zu3EDXzfUHorRkNB46rrB6oRWt4c2NuZROxLTRifC\nGlGxMww6kd4vyQSQ1TKCh+gD5YMRoLCsqHxNkrQwzhGSlAivkgYxH2zXhpNnj7IxWme6uc7Ovbsc\nP3+OajRlc+0uK8cusLK4yJFzZ1k4fIg762vcvXYZp2Bp9TDtPGW8P+HVi6+Q2A42TDn/yDO89u4V\nlCsxwRFmO6SU+Lqink1YWV5Aq5xpfojxbJvF1aeZnPyYYAbWokKgjKFHXsnqrmz8QcxvGk0IXdT3\npDrqOxBWpXbuwLxurtDGBVQKKojzbAiO4GTiI+aRgyO15iDVMo1aniauzUo/z1QBUKQGEiti0NLP\n9+6RTqulUGhlMd4zRdZjIYiJqKgdVNygCBBiIgvJIVOW0nJAGzUHgwO1i0aHShiCNkj++ywENA7t\nVcRTIsYTYqBUTFsUlb4cxo0PMVRNHkqLC7CLB7QNcy3LDxVgF6I7r6yFglEf+qYRSJ3kugjrKtKL\nvdzL4iotxbkIXvJZ9IfMKE0Qi3sjOg4Vp405IaIOkbasZJGWBvm7jJYpX0fdhwxg0S4fjVYhUte9\nuAAHEWcK6OU5eajNT/orf3UnDpIW42aJWjVkjOiEmkQllDrHxWliVOzgypLDC4cJWtNe6VHcv8rt\nW1dQrssLv/hLfOfPvk1d3SezCu8sVWhY7mbs7I4x1rK6ukC5uc+4HoJRbNzfpd/toIJi+4NLjO/f\nprYdnvrUC0zKmnu3f0/oj4WmaKDwDSrPKIOTDzl6AAUt7p0ac3Ajyf3vyDuWZ555js3NPV5/9Q1a\nmeXJxx7nkQtn0cpy6dJ1RrOJ7F0jgEu2QOMc1CPSNKV2mrKe8udf/31agwU+/enPsbjQoaxqPv+E\n4YGjbcbO0TSV2ChoRYNlfX+b1956g/def4/Fbo8jgw7alwTv6KYGV5cElWFNykL/MCdPnWSv3GVv\nd4f79+4QxgXX3r1BWTQMd3bJ8px2py8rLtsmbSUoY1HKCmtFJ3LoWAMkeJOCktE9tzmVK6OnkSJY\nI93ZAaMmOr6iIE1JykBuhUDQIuPU0RUefOw8jfG8f/ltrlx6h3fev0zH9kmzjMMnT4O0b4sDAAAg\nAElEQVTP+Bu//BX++//5v2a1ldM9voin4v33XmHt3haDJOHw4jJta7mztsGnn36Wi6/9AKUKPG1u\nXn6TI8uL3NsK1DoBGkIxwiaG3FhGxYxBbujWm4RkkeLe67RdQ33+U1G8GPdS+KisljhknJOve09i\npPDpALVTJMrEgghEZXkTO3Zxho1JiqGJvlZCyQlOVipKKzRGDAZD1HlE7KDxntp7nFMRpJXOu/LC\nNGoaOSQVQsWdd99akHNccAc7exsB++AF2C0QG5EQpyEXAngVDQVj1n0EjvGBFE8RhEmltGAkIQRS\nRzQwlC9IBorYfjgPjRdGWh04cMyV7dTcd8qLoaYSgaKOivwKsVtRIbLRIq5SIfboKoQPFeUEylh0\nDHKCGw1YaXqMDzgDOEh1oPIC8ItVjz/AEoPysr7zwlT0Nq6mlYgajZoHaglDrPZaAr0g2sDIxHNA\nW47YjlFWcCulSXQMpVdNNE78yx8f+Ynjv/pP/6NwZ3NNLgQvBmQmTOimQRTMTULRlJgAiYVqvMNi\nu0OS5YydovaW9a1dJkXOUz/5AsNZwe0PLlON9snSjLKcsjToMpkUoC0ri4fY3dsS3r82tJMWKg9Q\nOpwxLPaX2BlO+PiXfgaTGN555bu47XUGC20ef+iTmOWWUBTjBTM3jFDBEnQgMaITUPFCFwcRYWNM\nphMuX7rEoNfmzLmHSE2KD45LV28yGovsxSjpg+TQKPHlEKVTQtAEV5FoOH7uHOcfukCn02NheYmr\n6+v84OKbTHf3aaGpxvto3+BCE/fNBqMyMpuyurJKf7nP1s4d7t2/w972BpnNwStGwx3yLKOaFKRZ\nh1a7J2wOH8jSVDj+JiU0so9XRmNMjvOi+2i0xQTJcPNKePcgNwHVFABlUikgaYqNRH7VeDom5/Dq\nEqHj2dtaY9DpsTPZ4/6du3S0pdteIBiDcikr3S7nzp3n3Zs32BkNaWjop9Be6PHWSy/SavV47IlP\nsj3b4anHnuGVV75D6R3NcEYvaXH+zIN8//JVkmbE+t6Idp5ibUISGu41BpUuEJoSVe2jVSB3Y/xs\nSKYaet0upD3uVSm6GrFw5AKTs5/EmkyYTsRduY6rJx+tOmTfgQqawtUyUrhwsPL0SHojQQzv5l1z\naqJbQARs8QKOE+ZgqbCpgpMDMlMy2VRRU+JcYCoQt7CarCFTgaJpCDEnpnbSAPkge/i2hf3Gk6Eo\nUdggOMxc3wAqZq6rqMYWyrgwqDw5km0u2diO4BQlXqapyKaqYzFVEfzXSqZKlHhRVUEmDhVElS4Z\nO/GwVPEdC1JMJTJAzo9GixAy81AqhZDYQYkzqADhGpIg1vBVlJO7+PPiEyX4glfzcDNBmQQV8VRB\nAprmKnETxIxSh3DwGYcg02fkLRw8VxXE680GYTNWaOaGYLLWUj/E8goQ3ZMNLqYjyj11eKHNC+Gv\nMMbRVTPOmy1GZcq2y6jzLt4O2AOoZtTFDj2bkiiF0R1U5yhTXVMVBb4cc2iwwFhVrKx0uPXGH1OV\nDR3T5Qtf/mVee+tNip0tiqoADe1Wzr31NR44vUodEtbvrjOzBSumh23lFHt7bNUlWZrx9nf/Jds7\nNS/8/FcgM1y7+CbZoE+tGsFCI6NCaIVWPHPmdNV4gWjNAROEoGh12jz3MZlA3nrjDbr9Fg898jgX\nHj2DAvZ3x1y6cSN6TdUoZVHtFUIzgekYY1tMg+fqe+9w5Z232Nse0l7oo0zMNTaGymQkWQdlMlYW\nllg+1GNWTdi4d5vpaIPba/cpro/xZcO0mJKpROiJeUqnt4K1KXlXY7WJHkUKYxKCTlA2k2vZaqH8\nalmLuKYWGZkPuCQRYC8qXAmeDMNC2qWdt+kc6rG3O+Hc2VMkvYxxPeG9999k7dZ7TMcZnXYPpVP2\nd/bp520effTHOHHyJAtHV2lS2BrvcufWTd66dZHJeItWU1PXgVHV46v/9t/mX/3+73D+wjF2tzd5\n5NR57ly5ynNPfoylpaNcvnGDp556HOdrNht4/dJFMuM5snqEu/fWoLzPkdYCmywyNSlay9SE1vRs\nwI2mjPZH9PueU9ki63qByf33qO6tkX3ml0FrgjLEQD5ZY2hF5X1cbcp1YZU4BTdGgH4dZCppgpjy\n+RAz04nWHQIgyCowcKCydkpWLwQO6KQBolgvMGvmnWmIVjPR5TYeZImJ1+bcUFOBsYbKNcLYCvL9\nIWhSq6hi529QB+B8c2CNToynDYyi226I6X5zywyHwzdiFVJ5KUxO6ufBtGICVCJRiZ24FDWQSUtH\nJWxUMlGEmP8e3Q9CE2isFIg5FuajSWIT78k0SARwg44HeiAP/iAJ0MlNS6UU1mhoQhQ4ynrVRi+x\nefEWDy4dsRopOLlBprswJzqo2EB4CXBT8XPA0xiFdRKyhpIgKKLdvFXRnyzm5jgF1osR0I96fOQL\nB3hUmNFLPIkJjJylUDkYjdctGt1nazZikFiWkpJUpfIG2xZJUOyPRyz1WyTGQzAMfSBPAn/62/8H\nT/3kTzPu97l1/So+wP5oTLfbZm39PssrhziyvMi0ahiOS0xVgFKUTaByM/rGoRz8xde/zvM/9TlO\nPvIEMyvJbAcxpTo64qj/RzMUubLhwLJhTpX0QXyADh9eQHOOu7evc+Py+5x/9FFCCPSWupyqjnP9\n7hpWZ/imirncGV7X2GaMIqFqauq6RBtFVZSkWY7JU2zaoZ22yNs5eduyP9rhvXffEWaK9zTFjO3Z\nFu2kRZq26HZSfO3RSY7KM3Jj5QZ3HoeAfcooVNohBBmmBRFV8yiECPQHjLHUjYiq5J5WaO8xTWCQ\nap79zPO0O23ee+cij//YBV5/4zXu/eAGoajotXsc6x8lUwmrg0Osrixz4tRJWocWaGxgb7rL27ff\n5e7NG1TjXVxZ0Eynwns3Fm9TSDK++a0/Z7C4gNIpyyuHWTl7kkFxHKUKlldWeLLXknWiyXjk8Ud5\n5dJ7JFmLre0tKpWCTkmqMXkzZJoPoJEiWZuEslKkeUoohO6KL1jO2my4jFztUq5dp330tNiaz4uo\nloPdBy+xwT6QGeIaSeihjXNoH60rQqSyxmk1MjvlcI3aCeJ77oMX48l4fcWGmtjPENuXSBmXH7Sx\nePgQMNpGHCLEQ1qEcyZiBDoSPprQkCiBlFOjY3hY3MNHO5QmPm8XV0Tg5XrxMnLP04SV0lEnEkgD\nBKINTVzjODgAkL0i4iLytTyIQyw/rFGC+JzCnHqGjzhRQFIOg4rstSBZ62ZejNTBxxSvVylcKVAj\nk0JKwEcQ2mgT19PyO1Be0v4UqPjB+MiCs0FFp+kP9VIuODAG53W0S/HxwxQ6uQlixRPd7OW+ihsN\nf1BY47OMtHkZRf/1j4984ai8YzqZkmclOZY07IPvMZ5ZRqZHozOSfo9SBe6HmpYuaamGsqgISZcq\nzVHeM5oOWezmtK3YUk9HE26/9E3u7gw58dhTPPz4k1x8+WX272+i05TNjV20CdRFzYnVY4zLKSpV\nTHYmJFZRO4fyBjfZ4aU//jpJnnH2wlOcO3+GcVnTsg2Zb0i1/vAiCBwwT7yKVI94hSqjMMFgnHSD\nh1eXOXZshctXrvDGSy+htOfCE09z+Mgyq4eXWdvY5oNbd1DB41yFImHmu9CMMdQo5Qg6IW/3aac5\n1jQ4P2Y8vsdoqCgnU8rZjKzTwTeaNG2RpD36tk2WJLJWUon45ihLYyxGW7FmNwpvZJrwKlA5RWoS\nCcLwUqDn1hA2QG4NrbxDOWk41Bnw3NOPsfDAETZH27z79itcfvttvvGH10i0JWl1WL99mzykPHvk\nAg+cP8Xhk8dJ85wKx3de+ibXdy9xee0NynoCdaDxldCFjWbqDcPdEW9cuc3O1phU5eRpzpd++sd5\n5mPP8p2XvkGatykDdBeXyDsdrGuoMNS1R2tDp9NhKWh+6Utf5He/9k1GqqSxAdRxiukmLbPFkbLg\n6PljZO1lXr16h9Iq6skGC50u49mExo3IaVjtHOb+SJN+8CeM7x6i9/wvUmHEZDIC3R5QTpxNax8t\nZJqAD+L/VIZA4n200Y7owIHAS0VjwZhT7yFoYRipWKBVXGupIGy/JjjJj1BCCZ0n6WG02PQHRZJK\nNr1XAmA3ITroarEJN4jK2gZDQCw9jOcAl6kjwO1COMiGSJADU4SJkS6rA8472dl7hVY1fi6CMxrT\nyBpNtG1yrzSIHYnYN4m+qQwyuVTGob1MCaXWYk0SV8M+RkULDhB1ERFUT1C0gjDYHHLIWxWnAW9o\nVDSYVKKhEe2M0GWVFhrxPFhK6YDzmmyuapR3HxuE+YSGFCMuvcyDqebfG5gHSHlkAZbG90tHwoGs\nuOVnAjE2NsSsRuWpMBhxu/xLHx/5woHKcbbHpG4wvsRqT4ZjoKDt9gi+x1bVoUlyyqDxpiuK4WRK\nT9dkytPohKR3lKGbYLRHu4LlRUtmPK20w9o7F3nz3nWmoc1nfvZnufHmO2zcv4OyhiZYdoe7JKkm\np82g12NxccD29hajYsbq0ipbm3skE8WVl19k69p75AvLnH3icbaLiuOLA6yb4hH2h9KI35NA3ZLt\n7SPQScAaHcVPnqppOHPmLJw6w/5wj9cvvkWuHI8++TQrKwMOHx6wvrHDB9dvELQjsRBUTlNK4pqb\nbTNthoybhtS2MMZiE4vNUpK0S7vTRyUttElwoQZnSI1GJxk0AYfgPC72Mo0WWVJTTcFLkBPBoUwG\nyhCcjFOmdnS0JW9lnDhxjD22ceMZodXw7gff5+b6a7Q7fazJ0E3CuUMPcvLoMdDw+MefxVmEUBBk\nPy7OqDL233rnVbTTuMSyMa25s7HNvTs7VJVncXGVXqtDv9fizPGHeeR8SpK38UHRtzkLi8t8+fM/\nww/evCo6nzwj0dJJe+foD3oionQerGWwssLf/us/xz/8v36Lxlq0cRStPi1f4Y3h1toWWq3zsQcv\ncPG926jOCnUYk/dSqskQv7dPa+A5MVjhzrAL1Tb1y/8c/dQv4EwiB+jckCkEDA2pC6AbRnI0Y0FM\nIH1kSkVMyUSmniHmbsf3qEZ2/00QpmYSYgaLgdoHrFZoZZn6Ok4sisTIoW40pFpTuyjy1CpOIYpM\nybqmbATE10FRaPHU0kKNQytRgtfE54joSLT6MEDJeskZL/Af1j5tYg59wDgtYLqRFU+CovbqYP0r\nQkXBU8ogNhuNl8yXmnk+TJxQVJDXD3AAdXNAVDBI+JLog2RaUThMECC+QgKfZLqWgv1hZx8V9swD\nlZqYi2Jjsfwh92AFGXMzSRH8eg/aRA2J1/H1OKzWYu2Cx6LEVReF0WLJYpECKINQiFOkTDLz1MGM\nCOT/iMdHvnBY42glFlSLsmlTNhWuKfC+IDEp1jQctRN0MFS+y7BsM0kzPG22tMP6QBqmMNtmYbBA\n7Sx1aNDeATW5nvHIqR4z52k273H1W/+CvUnBk599gdloytb6Btc+uM3xE4vsDfdRAXb2apYW+/T7\nXXY2hwwyQ2vQZ7S9x/5wl8l4j93NuzidoH7sx6kax/GlHh1VCSvFC+NEcou1rN2QpsNHJopsS73c\nUFozWBjw3HPPsr8/5o03LtJKNA8/eoHVQwOOrT7L1sY2l69eQYVAog0kbaZqhneQJi3anTYmz9Fp\nQnBQNR6d5hgSOWx0gkoSCIZKB5rQSFyv8yTWgorgLIFiVtDOW/SyDsutnNF4xtHVI5x76Cx1Grj4\nzqus3fiAzb0ZeztXyLsDrEtIdcqTJ55gdfUEZ8+fInQzeq0WzstBFYAq0i8NH65XlBIKZwiBY8ce\nYn1zxGvvXCXN+6z0T3Pm+ccIiUalbRJrCaHBqBQVAi5ReOf54pdfYP/uOjduXebLf+2LlJWKB5Hs\nw62NGJTz1MGzO9wheEOr1eZLn/tx/sW3XxabbmXxrgRdiwAh6XD92mVOH1tgaxPGIYF6SNbt00wN\n+/tDlpTheKvPmBUmk13yN3+HzhNfprQJwXmWkobLr3yLne01xlsbGJXSHHmaxz/5ExRedvoqKGpZ\n/kk3GaRBLb0Tlg+BEBk7TZBDVtxWxUFVRTsQdDQw1GJMqbXFaWHqKKMOKOMQqGICoPMhGh9C7SVp\nD6K1eJg78YoHUxOLl1HiFqvUXBDnZKqOn6UOFkdD4sV4UeEP1ncmhAPfKq9ECd54JWtgEDYe4s8W\nPAJcz7t1FI0O4hJLNNlRYs6hCNHmPNrde02jfbT1kMoUvMYbwWdC0FQq5qeDMMXi1JHG3+81MpmF\nOCUhBoMeSLV4XokXmAKtsVqyyZ0SJlsLfeB4a2KWhujAdKRCK8SVLBY4Ja4CFv1DeR7SdKoY4zyf\nLn/kufr/0fn8b+zDBSs0TlOijCeYhDKkeJdTVDVJU1DVM6xOyJMZizploUkofYfdpk2d5tR0qVVO\nhkYzIsXTSrqMnIkmfw5DyYOnemjjqWcVG6+9SOM9Km3zic8/TzkpuVNeo3EwG5eEep/xbMxSb4FO\nt4OrZthWgqtqJq6h40SQdf2lFxlNptTPfQKyNuePLKCYkSgjF14QppRCbihhb4urpg1ymKkYoEMI\nLC50ef7jzzPaG3Px4pt0Esu5C4+xvLzIjy1/nA+uX2dt7ZbQGdspyhnSTgZpF5VkAmBaEdfV2tAo\nA1pEgmG+1ghC9dEmYE2CMQJqdjykNuP8kx/n+OkjvH3tLbZuXmdvPKIo7nF7/SpGiTvr48cf5cjS\nEg88/BAmT7g/3eLS5bdYv36dW+++zdvvZoS65qu/9vcOigbz3bmK++756Uj8InDy7Dnujy5z+NhR\nuour5K2WdGlOQEStLZkKzJoarRNQwonvtzs03cBnf/ILdJdW2djcoQoNuxvbTCdjQu1Y6C3SaXfQ\nRnO0v8zv/+mf8vzHnmX5yKEYkNNgVUJZVxxZPMbW3hbKTHA65d7mnuyfTYexGlDW+7TSDKsUe7v7\nDPqBFiPavcOsjYd0L/4mu2WPd2/eIqem2+5y7OgqJ049yLQu+PZLL/Hdaxf5+Ff/QzQa14gfFdGx\nWDQBHFAzFTo64XqCchi0eFRpHdelYoFircbVIVrIqJgdIauQltJMfXOw6oHANEQAO4ggzx1MSFB6\nH91nQ9ToCD5yYJvCXKjoYwdsaIT4K5iIsngTHWS9wvjoqyZUgZgaqKi1KNvn/XUdZL2jlNiYhLgC\nDhGTmR/UEvss1/QccxNcWZOEEK3WPRhZs5UuxNcDmoSUhgYptIlT+LnLjgtURuKWtTx10cJErYsJ\nkslRuUgUQELPTAiC8ynIvMJpzTS+KggxRVAKbaNlZaliySu1Ay/3hAsmvp4PJw+tAt47vDJoHxMb\nf8TjI1848A11AO+sHGQKOt5R49GdDhPfxrgK7xuKWYE1FZ08p61rsjBkNE5o8kWKdpsiyEaUEJiF\ngpaqaClFZbsE06KiYbi7z+FDlk4Os1pT+YKN115kWnry7ipnn3mGd99+l6YY019YpqxnJIVCmRyj\na6xVpEozLkqowbmarJVy69WXAYN54gkeeOxx4ZY3U4yvZYOrOBAmhuCjxYAAyzrEvA0gNBC0p91t\n8+zHnmN3OOHN11+j18p4+MITPPTQGR568Bzj4T7f+u6fo/IOpB1UYim1RSmNq0pMnsoNpaNBW/Qk\ncmh61vLMJ59mbWOdh04+wkRNuHX7KrdvXaWYFrxz+SbXb/awtDjcPsbHL5zm5AOn0MsZe7MRl6+9\nz80bl7l57T2+/96fY7348DQhwePYmNTcvLvGxtp9vvpr6mDHruZ73gj8HfSQsXgoFKsLC3zpJz7L\nb/zuH5G2Wpi8Bd7jdEOWtMRqWyk61qB1JvoQ7RmWJS2lWVhewQXY2d1idfUEHMroD5aYVSW7W1tc\nvXWLunZ8+jM/Tu3h5e+9wvFHTwlorhO8c2ibsD8dsnD4EOV0RllMsSqhl2i2VErQloKGYCw9PcV7\nx87ODt1uRhoajg9OsDYespLv8/xD57hz+w5f+cJf41OfeobW4oDJeMTF9y8zXLvN1//Bf8cLv/Zf\nUlsbs8rjoWBUdAQQAViDdNLGK7rKMs+rt2jQonzGRC2GCmRKMTE+sn5ABU/hJcEx6ICL9NomfKh5\nmAPioi+QVVOjAsrrg4nIo2JWvcJ5RapEXZ1pEakFJcl8jZ+HUkELcaFtjEQOqyAahoZAsGCdAMBN\nvDx0PBYb1ZBoTekBFT2miEyyaMZoUDTGS8Kfmrv+enwQj7Cgoi5EqYg/eILXOGpS5gUKtCVas0tx\nkT/3Et0b7xuDZL07FcTaHrH6yVQEtIi8GaMplWTnVMGAqglBNBqFlwArAoipuyJxWsKwjJAJJM9d\nyWQe2Vi1Em8ymYLUj4I3gL8ChaNGUShNGhpCFah0QiARgzTd0MPjtcapLpXL8VXDaFZhwhibaAat\nFK0rIKOoOmw2BmxOqbuyFlGBNiUdKgItbOcwjW4YFxV1Paapa04sLBBcylaxz91XvgUh5+Of/xLv\nvv0Ww80S3zJU0108ihLDocMrZF3PaGcXZTS1C9TNjJXlAbfff4vbly9z9PTDHDv/IIvLC/jpBimQ\naEvtYs+ktFB4IdqBSJdpjDoQxYWgGPTaPP+JTzPc2eH1V3/A8mKXsw8+RqvX5uS5M9y9PUKnKU4l\naCMCxDzXMQEwgbIhT1LOnj7JybPHmTVjLt14n9df/XOqomLnzk0wFqMsF1YfY2FxkdOnT9E51MMR\nDkBOD/zZi9/gyvf+jPbSMi7JKbzj9voW1z5YZ3/cYHzCwyeOcmX9PokyJG4QV3Sx54rrBqV/yAKF\nWEtix5i2Ohw7dZ7Ose+Rmw5Z3sYoTxUc2qZ00pzQVKSqxUJvget3buHrhm5qcY2I74K2KJ1SY7h/\n+TJHjhxloTfg1GPHGJ6a0jQVlWtYNBkf7Nwnu7WFURI7qkyLfmuBI0dO8sH9u6hmytlTZ7jxwT2G\n0wlHemPW/QCrE2plmShDT4FPEkpfURVDBtk9jnWXuDPWdOp1HnrqMY49/zDp6oIwj9opTzzyKIvF\njEu72ySTgtDvyw4qaColTBwdQV6llTi+Kki0RzfC858oyLQBJGdbA5NaDlhhcUWPqDmwjuRhOxeo\nlVi/2zjpVgRxq41rVB2U1CMCQXuqGORETDNstKxMfWQMyvo1Gj1GzEPF19CEgDeGxMdsCS3F0USs\nTwfN1DUyNSk5E+z8cFZS2LwS7UN6sFJ1hHhwy68UHYiOTCSnvNBqYyE9wJK9IvGe2soGIAuKSsvK\nS94hjVLC2lLBiE+UkkhejadCcjnmRv5KaUolAkMfXEzOFQQjKIcl0MQVqdCLxWVAXJKNLKGMKP81\nQmgIERMLRsSWqRecKcQ4BRGFzllZ//rHR75wNGSUus+snpJqTx58hMYCpbNio2DElyZF0eQpIbTx\nrqLwJbPpjMQWdNKKVlJyUidonTLxbbYaTUg7jINlGtoMt+5zfDknTwyVyyhrj9OeaVmTmIYHlnI2\ndsaoYsZ3/tk/4ubukF/4d/4DhqM9dtZukStRhA8379Ppt+gvLVHOCorJkMZrbm7scmxlkdFwjytv\nv8K9m1e48OlPc+b8Q0x3bpHjZG3jddxpBubrV5Bc6kBkXCi5MKySg2GwvMDTi5+iGO7xyivfwZrA\n6XOPsrtRkZgUjcI0huMrA+pWzaOnH+Xa2jXW7lylaRw3bqxz+3aG9pZee5Hzhx/kmWeeJVvsUlvB\nGkxk2DgEaD1g7cRRefXIcT7oHeW3/uRl8s4i1BpHg/OWlFTAUwwhaOrgMdE0TrZjczDPHwCX8vfp\n2E2KSUrQBlAsdnp08gXaSUY3T1la7nCou0DpR+zs7xJ8TWfQ4er7awc5DHO6pNaB7Z17nNdP8cCj\nDzHcH4FzjPdHZHlG5aWTff6zn6J78SJHjxxjvDtie2fExJf0shb/1s++wLe++T2u3LzB9Tvb5Kqk\nSAbsTqccTSt2bYsZhkol7IYEO9uhmye4WWBre49Di4rTvUVu7PfJNt/lW6/1OXf8K5RFQ5JmPPsT\nn+RX/71f4b/9+79Be2kR7wEj77l1WsSBNBzqdjl16ij9zNDuWKpqQjUZU5UFr94qJKEQyczGCd1W\nhRjQpYRTpYJMFErNsTcl+ePOSbY1ss+vYrCRAPJEK/eAdUKZdX4+ISoI+iAf20Ytg4zZUghUnF58\nXCAlQcDoFKiQqUFWY6JVaVsb12CgvHhF64gXpCrQBB1LBYARq3dlqJQ476oAc68sTxDsjyBKc2Ji\noZYmxmlNjnifVTSxQEgzJ3Tc+HuCXP/Gq6iSl82AJXpLaXHbdSHakMTXLaaPUSYfxHbGGD4UBQdp\nxpTyzJ165z/nCKQISaB0AWsiK9PrSIYQM0Qds13+ssdHvnA473Fe49I202JGomX32DYaGxzKe3ww\nuKAJVoniU1ViTe5zyqSFaxqGxRRTjMmTBJMY2mbIaduhqWaMbJuRalGRMbKLTF1Ni4KO9qLyTbs0\nxrMxnrK7tcfhpR5Hzi7Tuau4/OIfEZync+pBjp59lPubW5TNHWZNQ7OxJZ1U0sI0Ndo57q9vkHd7\nzKoZ1caEf/Xb/4zUdvmVv/trVMGhRvdIdCComBQdx+K4zJTR1Itvv4qLC2WkwTBaMVha5OPPfxZf\nV6zfvc1ix/L4o+e5u32b7bV1Nnd3MaOE1+5u00m7PLV6gYX+IgvnjhHShBtrN9n84Brbe5fZ2eix\nevhp5qxyFcE7heAuByBcvOCN0ujWAourhxiPog23D8xQpLHoPHLsNO/cXSPHoI0RMFI1UUUrfZ0K\n0tEJZhjz05XCaEWlHHujbb7wyaeZTkopLmnG3vZ9brgJa1u7VHt7UDtKs47tH0UcUwONk5UAQfGp\nj38qbtvh0PIyTdMwqwo2793j8OHD1D5w5946D5w+S9lUnDt7glPnArv3thht3SPLLD/22U/wTPEM\nv/lbv4tpdjnU3GaSnGTTK1bNLtssM9UdtIFZa4lEOfJ2SlkN2d7ZZnm55nR/iULRCOoAACAASURB\nVLujZUZvvsw/uL/P3/33f5W3r96mKmr+ye/8AS98/rNcHjqWuz1Or66weCgjpWFvNGRnZ5Ot9Vu8\n9qffwhVTXF1ReY0xjqyZsHD4EaoTTxM82FQzq4WqqohaAjXXbYA1Fu/8QaSrRnRISQDv5j5XckDV\ngFKS4NcEmPoYGBabGe1l1RW0FH2roA4SKDunmeIFoHdB/NzKOCk5Lc1C8NEo0ctx6RH6d6UEdG58\nIA0xdjUIBVYA+nlwraKmwcQkPWEAimgxetiKChsfacdygzkvjZBXOn6HrIYaFQ4wFu+k+cCHeH8K\nPF1rT0oSn638fc18UxBV/M4HUi1uuip4nBfGFEFLNK8Se5QmAuSRfiU05hjYFLREIeSIwFJFby5x\nsJ6bNP4VFwAqYym8J1S1iIM81DZnggE/JceRWBkOdelpEoUhpVaOzAYyHE5r0AtULjBtpqiZQ/uG\nLGtIraXPlAUSFnotZq6i1pap6jEOlpapWVANeXCMpw1pbwmf5lTUmGTMoTyn1VlkuH+H9759mdlM\ncfyJJ1g5dprN21fZ2thEqUA1LUiyjDRJSa3h/njC8kCovbs7e/zxP/l10sFRvvgLP0cxvk9WR5fc\nqLDWyNjrvUNroUOiPCEYyR+I10lMY8XanIcff5SNr32dW5ffp99Z5MmPfZHVM8dplOf25i3u377D\nnc3r3NypCNfEmrkMNTpJqQNM6oroSCRzxdzqW3/YFc01BSEeED/z0z/Nt998F2sLgvIko4AzQ5Re\nQClFb7mPVRqrDAqPVfOiFJ9/nC2kmRPbCBMpqFJAAy/+4e9gsi5bSVvEccFwYmmRy/fuYfMOQXc4\nerzPva0xKlQYbfBK451HY+U6ipNNVTeMJhPSxNBMC2bDHeqlARjLcG+Pk8eOsre3JztpFCdOHeOh\nzzwLNIKzJZ6/+Td/gf/zH/+vtIJigTVa6jD36gEddx/VOkKpEoKumdoEV3uMrVEtzc7OiKVly7Fu\nl/vlCv7OJf7Hv/8P+Mznv8CwmLJ06hw3h3vs377E/dEuV5sKExcYtU4IvsQ7C8rKpBoy8qZhqWUZ\ndLvs7Fyjc+wJJlhxutWaRrkPwWRiDC2ijUitRjWShjcXlVUu2ulHPGJOcQ1erMnFnTwa8jlRh/s4\nhQYXKJWnjqrXNIgFOUQKqZdJs0L+feAYG80VSy+HdXAiKBVRX4C4HpoDxA5FGoL4aQmH+yBu28XV\njo7minOI3MbDOfGCYdRBY1TAaklddHGdpJR4h6XBYLQUEGM0IRgSI5Ob5H1ETUvUk8wjFaTAROGh\n8iTaA5pEi6mjMULVLbxQfufTnYrF2xkDLpApEwcImcCSeM8rNE4LuG+V2Bc1KkST0L/88ZEvHAGw\nicWZQPAiJCpdhbYGF1JR7hJdxsyEFp7gGtmFamFyOB3IrJOv6RZeaerGM24qbN2QsEeap/TthL4a\nU4cOQ5cyQVPTYicYfDUh1YFODt12ytRbFlZOkynP3nCNpcU+vqg5utCn2LrM5Q/eY3/i+Ymv/Apv\nvv0OWm2hsMyqgsnOJv1BG5Nadrd30d6zM9olm474w3/0v/ETP/cLmMXj+NE6rTiuBiVjtDX64Mb0\nhIMuRZTbQtNLjSHNEvLM8Hf+479H4SuqquLO1j1+/R//D3RtjyRNMWmLWikKF7h2e50bV29w7vgD\nXLp1h17e5eH++ciKkT1ymMuVmdMiXcw7l5u1k2Y8/PBDbDEjN6nEf6oS7TUmgTxNRAk+cjyYtXj6\nM89F7rzQjiWRNBxwcLU3QskNcyA44BvPz/+Nf5eNvT3+7HuvE4wk2S0dOUa6NaZtc5b7Pc6ffYAL\nj7QppxPKsgLvqZ2T7Oo4wbi6lm7RO7K8xzuvvcqpM+fxviEoy1K7xde+8TV+6tOfkzhPRJFdViWd\n0Obl1y9y+uwDPLB6gvWdKaqr6KmGzK/TV4usJ4dZmN1nsb3MRMGMlCJpkfhAmilMYtjbm7IwcKym\nnqnuMbl1kdd+7y7BJjQkbLpMCB06iUpjsa6wdYENJaao8apBB48OFan29FwL4xJUcPTqe+zZY7JG\n8oFa6UirdZKPEfyB4nyGE7qqEvprqg0tLVTWMjg8ltz7mNdhgVo0JNGWQ8Vrw2Hw2qFcBOjn8a2e\nD6ccP1dMR16QEodeF1Xe7oAlFSNuEV8qSYeRXJoDImrsOlIV0MFRKIMmYg3RasT4uehQXl8ViHFf\n4puVRuufgBgVeivW6/h5UxQiPVyhdLRJR0R9OiiaGKmr1bx4CkbkIxYEEZNCH9CVowSSxkNmFU30\n6LJaMKcMZF1nJMDKqg9JMnNTER3fN2OCTIJBMKX/t8LwkS8cIAeDCnJgehXwPn4SSlE3niTLcFiC\n84yKKYmFgQFV1+gkIWCovSPVichwfEVqDF7lBOdwTaAsClSao3VJohz9kFBUGdOmxLe6uKCpbQtt\nHE0oJOksGAqbYvMuG3tDjgyWwChyQDUZloI/+a3f5Ce//PPc2myzeeUmqdHkKsUXFaNJgW7lJNZi\nm4rC1bTaJS994xt87hd/Eds/RBje/yHwGLExCR92E0apg27doKSbTy3aWowRjr64NCjSPKOaVrhB\nQqMz1tbXKAvH2voG5awhpUWW9PBNYDIrULFtCxEgZd6wQaSAhsg7iX9sxE4jMRnGaFwjrsBGK1qT\nmuNJn8fPnOHT/81/hllM+dbb3zv4hSoqYYk00w8JAV7EhfEfrRV6nhetreyqjWaQt7lw/iyrxx8g\nzyxZahnWnkwH2v0uStdimkeczhx0uh1mo32KomK33uT86XO0V5YYjob0uy1KH/jsJz4JzO0d5Ho0\naYvOocMs9Ae8/vqb9D81YFYH7u8XZAOLL2fUVqM6K0xMl1a9SfA5OmlDMJIzrwOpLaDyDEdT+gsJ\n/U6XfZOjkhSTd+QTnVlQBu0ceVNCNSXVjQg+g9ClvVEoY6mrmrLxzOqSzGq6rRZuuIFfOAJBmDZS\nLASkJgLWB5YgKtD4OOH90IQZ9XhS07XQfr0KWJWQuFqQ7qBogifoaHroQ0QcpEDUXgwPnZbOuAnh\nwD9jnjEu9h/mwOYjxIM8RIbdHKuY42LSzMsTS1XNmW7D+v6EQh0SH7Uge/+5p9VclBcIpArm1jgC\nfcQJHoU2ksvhIU738hw0UcHuAy5wEM40D6cSvVF0Lg4xz0PJ3WGVWOx4raiD2LhnXq6noINkmyPr\nLB3vqDJuG5ySjHLRfRGNIz8kF8wJJPOtQ4jnwo96fPQLh1I4ZQi+QSGzsVKKRhmMzsB7igDBO3wT\ngBxtcoYq0LBH3ymsqlFOUQWN0kbM3GxNSwgcuGRA6bvU1RTVTEiVop3lPNARCzmH494oMDIdlO+y\n5RTlbIeeqml5D2mXRLcYe4eqG2bTPTpZRm/QZrmbs/7KN1m7u8GRh59k6dR5rrz6A1I8ndxiE0Xl\nIMTEuJ3tfVAj/ug3/nee/twLnH7oYVy5g6qm6DDnhUebcS3URhltI93FarSxKK3JshbGWmga0FpG\n8PYy379ym+r+PuOy4uSp4zif0LOGMrraeh8wNhdfKTg4yGU34KXDCz4CnIqg5xC5XM1nsz7PnjzD\nsRMP8MgT57g8vMM3vvNt3r34Jv/FP/yfUGlGpjpkAX71K1+NWAbIf0RPImQXbdBREzB34U1QChb7\nA37mi19gUtd472gbS7K8hLUptZP/z5EzjaCgKWmaEu+78WZTFEXBqCiofM3qkRMoY7hz7RqHD6+C\nVuzs7ZBZxeHDbaGpxoQ55x1JkvD+mxfRWc4PXnoJY9rQNFy5M+ThE8uYpI1XmqkdsBUyBmGNTjDs\nsQRKUaQDXKNJ80BSB4b7+/QVHDnSB+1J9QylLcdOnuP6lTfxrqbTbtHq5aAzpg4mZcPIW5RWJCh0\ny1IOd+mojGA1C5nl1sb7tHuPMiQhKHHG1RG89SEGGiGHXBlCBH/lA6iDaCw0MV/cC+aHdhilyZSi\nsRajoAkfYgjieqsI5kPSg+UAmxavLYi27yCOsnM6qXh1pUqjlfhJpaiYiqsJXixEFusPUNoxNWeY\nKUh2Nrh56WuoB36KbrrAoK3ZLiSq1gcokFWvQxIUASovXf2c3NHENigoohGlZJjP8LSJ+egq/FCz\nJveEjySOLISYSCIFMfFz+3sgBJy2eOoDDVejwfhIEw4Gj2h1dJxyQiwkVsXnouMtoj1JnGzmGylB\nPaVYW+YMxb/88ZEvHEHKBcpafFnSAIlKaaKS2CpoXINrPHmS411N4xR1qjHpgLEz4KYEVdA1c9+b\nEHfDKmZwN7SUg1aPwnUoXU1VFSg3xWhNKys43sspmwLFlLsTmNWKrLvAuPK0c09LTSW3Osmp9BFK\naqb7Izq5ppNmtI4vUEzu8sH3P6AJKT/7179KaeB3/+k/JVWBPLdolaJtAlozK0d892u/zV/86YBP\nv/BFFg+t0m07dDVmLn4SEE9YVcrL2K6COPIardDKxE4+QGSirR45yd37UyZqSJpaFs2AbT3j2HKP\nN2/d5Je+9CXeu3ODXt7FtrNojDLHOSILJXZS4rEjhTwE0Mbw8usvk2c1f/D29+Ddl9H/UnHh/Bne\nuXiNJFuk72dsh4K2NujgJbxIhWh0p2OnGEujFlIlqIM1WSvvoJXF2kCpNCmWxhlSCykttBJV7yBP\n6Hn5nVop9jaH+BrivSguoknKQn8B1x+wv7eD0Skrxx+g9g7VOLLWgHfef5fBwrLs35WmbhpZgxjN\nL//K36JyM95//RKHBn2KaQPFjCbpikOtMligCi32shOkbsSy2qC0bWakuKRPUXvSTIGFO7c2OLTY\nA5uwNR2zOOjAbMITz3yS67evUzrDKAR8Y8BptJqCTpkGTaICbjSkKAztlmJay0TT1oZ07x3GgyeZ\nNoIZVRErmgPCQgGPX4uHXPAy6XnZCAkQ7kMMZJL1yE4IWOXJgtjkqCgGdF6wkznrLhAogCziWToE\nkpgrXgYfpyEBzl0UFNVRIyE59B6tBcg2WqOD58rlm5xsTVg8fIcT7WMUyTVML6fQnsKUFNOSJlmk\n3t1gaUEzCyvMQ6aaIMdsonRUvoMXEERYg7G51EHhghQXF6cGG4wo+OMQPp8oKoW8rxEU10odeGPJ\nJCUrMoONF6BMYsEIs0XHqceiqI1CR+W4JW5utVjT48UIkriqltz5SNBSgjO5KM36UY+PfOGYh8DU\n3spopiR7Whsre30nLpMmEdDImoTaB7ngGnDVjLTToWkyduoZqQ4oXzNI5INrmFM+LZlytDQEC43v\n4U0L5x2TWYkKuxhrSEzBidxwLGszDAWTNKchYdsF0uBo3Ag/HLPQ7ZH0DzGjAq0ZDjdo93KO9duM\nxiO+/du/Tu3gmUef5NCph3npuy9SzcbgIU1TlEnAginHvP3iNyiD4ulnfpwHn7xAmG6QR24IjVB4\n5UA0WCPpgtKhe4J3EsupNFZp/tbP/yLv3ftfSO+uU9eKjz33NBtXX+XajU0ycrwKNHUDuSdNxMZZ\nx0NAgPCAcVFHAtFrSYoXzvHk+Qv0Vo7R2iqpyganDF/44hd47b0rPH7mJK+/9r5YWUdBXTZPMUMY\nVLL7jeD4HEgNcuAYAmmeieeWDnSCgVTFgxy62dxF1eB8RV1XlEUh14hVVE0pvw8lh2FRojNLMZkw\nGCxRuAbvHf1Oh73hmMGgR791gU6/j75zB+1lJeQi1XNj/z7BOR5+4mHWxpu89IOXKVWCSjK0q5m/\nsmAUJSnOLrHjpyzZHTwtypCBySlsQi81dE+2UCbBo2hhmE5qtBlx7/0XeeDss6xtzqgacFosvpW3\naFeC6uFdQ5626C/1SOtCDj6TcGSly6371/D5g1Q6xwXJbSCISrkKMPYNLWTvERoXyRjCSsLJhGkj\nxqXVfG2jyBEtRK0kctYFYVoZL5OKN2IJ0BBI5uaIgWhfEgVxSo7AdC58VdE3ysuEUAcfhYwIiwnH\nTMGxC5/4v8l7r1jLsvPO77fCDieHm+veyqkj2c1uUmIQ2SXSFDUSJwgjaSDbsDwGZMAY+M3ww3gA\nPtnG+MVhDHgg2DBhezAztiVRWWLoJpupGZqdqru6crw5nLzjWssPa5/brfGIogEDI9MbVahC3Xv3\nOXXvXutb3/dPrOVvsXntGwza73DmxAppvM74/qtQfpuhKVg89wI2ilAmpK0MI6cJ5mveWcq7V4lO\n9HBBH+cirPTgu8KinKDw6BJ+XO4ZX4Gg2rj998U4P/4KhXxPqW79OglEpXCy+ANe5RChfbtFLivT\nyrlxoW/gka6yuZeVN5fzTLVICCaV1kkdH9g8ESDC75NG+vsp+eNLw0994VA40qTAaW8zHWoJyCo8\n3hLrqGqTS6QpMSLwy9Vqb74WaQo01uQoNEKEEErGwlJmA+JAEQvA5BQyBOFPC0o7f9IwGheGpLmj\nsBlZliOFoaEz2mrAkqhxMNVsJSC7fY7Gijhe5MAIOiYncjk2rOOaC6SlwwyHtLoBrZrGKUV5cJPr\nd6+yEC1w8W/8Em+/+iYPbt2g32nSjiJa3R5b+4eoQHLth1/nnXfe4pd/49eZFglRcoh0JThPVQ30\nvM2uLET8UNrTGyu6pJAKlruIUIMEqSWhDqhLSWqhpiUfP3mZT3zsY6w/dcF3NtUoyVEB1dUDbvC2\nKrIS6zlnCWJF79wJ1Du3EUKBCMitH228ceMuUaDQyr0nbJQew/Ibw7w4VX9WdCtX2UOAII4jpFaE\nQiBLQ1bkTJKUPEs86O1H234OPJ/NC78IyzxDILDO57k55fuoehz7Dd6UDHZ2qZ06hXOWZDbj9IlV\nyizzYLHyRICyAnQPNh+xuLRCVA9YarUJvIKMMIrJJhlXnnucl15/x3sKCZ+LPqOGMEs03C6deIWZ\nVTjdIhWaWjkjDBoUIiQPDI24QTEZkKcJg9uvsnz6acSRY68MEMrSkDWsVIyt953SUQOnJDIQWArG\nSU4vyKg72Bjf4HrnSbw3gcczitKPUgIhMGWVqIektIDzBaSCKKpTs/f1ktIXFun8z07isMrP/a2D\n4PBVWvU6qrHCjmsi8a6/J0PDbi5QaJz0VNdQSJoiZ2xFRVyoZvxV3ouuGFSmKj5i/yrrC8tIUWM0\n2MapmLZpc/Ota1gtCcKLNE5exk01o80HrHRSplZTX3wCIbrMdAstBQ2bM9FjVvQq4+SAQWOFsBrn\nZgKQfsxmrEAoPz7yhyX/vQ3QlM53Qt7CxG/yqlLy+4Loj/2BnLvrVoJeoHQKLQ3G+u+lrjoGrC8K\nkRPM3FwN7zG2As/6muduKAFaUt1T4nzjytwK/8ddP/WFo6Ydl3qQyZCdQcnhJKPVanhmURmQSuuF\nLyogNwZpC5TUFMILmxACYS1CBQgVUhh/mrAEGN3FSMXM5RTFlEbgCEQBrsQojVGh569LQy0AQY2C\nGnlhGZcJskhQKqdXC+jENYw7YqkGd/enPJhOcefOEooSVaZkgyGNeh3VXWBaFkRWUaQJcSg4s9xk\nXEy4/9LvMxnm/Pzf+DxJUfLS177MRislkAopBLmzqNkev/Pf/xP65y7xyX/r06jsgKBMfOPqvPOp\nPxmCVhE4D2Y6L/NFKklPx2RGsdJY5InL51h+7BR5NuXbP/ou/+Mf/W/cerTJ9T+6y3/S/g9Y/ciz\nVBOpv2ADYjGeVV6pvEF4WrSQLDXbjEZTbOm8E6/yCWwoUCJDByGNMiCcJRhjPCtMAtW4xN+umiPP\nAU3fgrAznsIwoSot1eBcVoDie0QBKyvX+vnCct6m3A+vlO+sbIG0krzISfMUV6Q4JcmzDJyl3qoT\n1yKUDBBYSgNa+VMzOHoLS2jp7dCNLfjg+S7fe30MStJstmi2Qn7xEx/iq996lcR5aqdwCi0MJW1s\nfsBCrcWB1WjZ9JxRHROqJpPIkosC0XIU4xFmNoV7b7Cw8hjZVJEGIUVp6QeK0TBH2ZJGXTAxikzU\nqckpgdQ4JTlzYokbu3eJO5fJhfYjR+ufCevKipnkaAhBUtrjmXzoSmZWI6SlqSWT4j1WlJZQFv7v\nubPeot1aIuGoWcvmjavQHVHrniDTTbq1Nq++/C9ZuvhRWi5DLpz1+IyD+w/f4PzKOQ6jTjXi8hia\nlFU6ooNAOEJhkCZneLBPw20T5g9puJzheIBUPboLHWaZIrn3Mu2FNv2gxWR7HxMssb3zCo31s4TL\nH8LkCXb/Fk1ZYkZ3mJWaxXqPGz/6KktPfBQRLVSsLHwiYTU2FeAD2ESIpazCzN7LkdfICouoYmup\nRkzgsSOpfJeHQys/ihNKYE2FWbqKGVUViaAaFB/PV51XzJuq6wiqQCnp315lPV8B/T8e4vjpLxy2\ntGSEWJey0iw51Y2YFIq9ccrRLKHR7fu5YJEjXOjTyoRAyRAjCrTzLJJAeipnSWVtLPyxIrPS502I\nGokRJBqkzWmIAmmtB82s8gtGelqekgIXNChdjakxuFmGMAeEUUxTKx5bkTwmOwzLhN2iZGv7AB0G\nyNGUtQXLSqyxuoaTNQppGcxmBGXBYqdNK7YMXv8yu8OEjz/zPI3ldb764pe9rbUd027EBPUmR1t3\n+Of/3T/lV/7Dvw+tBURyiCOvToQaJSVCu/c9USCkJsNwqhNws2+4t/c2t/7b/4qzly5y/fp90jLj\n6eWTGHsALkaKgLlqe0559GvaUzBL65CVNYUVEIQBSloOZiOk8vPaoMipoejOHCdkjZ/52Y/yyV//\nLKfOnsfEcHB0WLXnXhHuWTR+gdpqg4Y5e0sgCI4tH+aMmjkby8n5aNfjP/Ovc86ziZzJvXWDkF44\nWhTIKOTezeu0u13u37vDh5/5CCrwmRWBgDu3r7O2ftoDtUJVrwlIyIuEZJJghEJHDd589wFPn2uh\nteIDz3yQXHqA88rHnuWdd+7yaDAkdSCdYbE8YhQukRQpa7EkETVCF9FrdRBhkySdkRMghaTWUkyG\nuwwmI4R8l9Xli+yOCtKgQRQmdFzJzEK/1SU7nNKoN1AFIDLSaULcUtg841yxz7fFEtYKpLQVQ8l/\n77RQZA+/RbDxPGo2IN1/k+Foi/bas8wO7nJ/MmT92b/n7T7wVuYFIKwHaoWV5JNtanGNI9eld+ks\nw8kMU+sT6pACw4VTq8Rij62tt1gTh7T7Z9mzy6ysPYl78L+zePGXOTA9n/3hLAc//CNWn/tFrNAY\n6zUZZXJAMHyT23sznvzo5wnca9TzLju3v0MYnKUR7jKcjhlMU+IlRbT+cXY332C5ZdkZJNSWShph\nyKS+wHI2RkcaPcsoMSw9+8s45/FDi8dswBFKiZ1nkziLFH48q/HCRYFnOirh6cRGeF1MxeGs2E/e\nx8qPXKtuTYCoxISV3Ra6YqwFc2y3arwNHu/IrB8VBpWdinCiGu+Jytb9PRznx10/9YVDaIUtM6bT\nEUEQ4Rp1VGA42XOc6TaYOtid5kzTjDCu+ehNC1KX3q5FS8+4Ksrq5KkplT9tSakQZUlSGgKp/aai\nI3JVo8wnVdtZUg8E0hbVVhQitOdah0ZilKSUIYWpkdgUmZcImxNrw1LokwnPne5xmAYMC0GmJcMw\nwqQJNVHQrNfJRYOxdORFAcWMRhBxZrlFsneVO9de5cLCCU6cP49rdvjhV75MnB1QD2PqtYiXvvQv\nyMsav/bv/7vM8hGxTPwGWllAC6Snr1bJYoEViETCJKAfLLMet/i5T32WB3f+VwKhWOn2KPcEQktU\nGFZtd7Uxw1/AHeamciGAg3ZcQ+uYT524wN/8jx5naeUEq+c2KOqaK1c+CThKZ0nTlO3sEJtZtFII\n66H7OZ2xmkod43uuAuItthIDyjkyeczIOn5vQla+PRwDmF7/Ikhszp171/jAk89QGoMzjjLPOHXu\nHHEQsbp6ggcP71GkKcsnTzOazLzwq3Te6sQBxmNHUiiGk4JTq+tEjQip9shxZFGfSAd84INP8/o7\nNzHGK4CfePwsTwCvvX6D8XSCDHOW9BGl6pGkKbPRFr2zFzj3+Bm2tx6g1Yhuu8/+Uch+MaPTXqKc\nDdk5PGJZ3qLbWOPQKoIw4meeXmJzb0BQC1gM2qy1QzrREtfvXadWqY8vnznBja23CLo/RyYVzqoq\ng8LbrxtXMMgEXWtQKuBw6xqtTpfVxiFO13m0+hSJNVgZeBag8T5lulJDB65k7+51lh6/SGJ3aYoG\nzU7A4c6PaPXXGO7eodXqcHgwZfHkR9k7HNC196gtLoBWJPuHzNLfpfbkb+BcTCAltcCxOHiVtPsE\nLoiZPnqNdmBYOHMZWprdh9+jV1sEjrAGRoMj2utnqbUVw+GA5mTE/uBrnH7677H76u9w6eMXwA3Y\nzzRhss3e1qtMXIuaLBEtS6P/JHVZZ2DCyi/Ng/S5cwSVOaNx3uQxwSvWtZDHzLHCeqajqLqBuTMu\n+LPb3P7dCc+CFHjzRFGNsOzxgUdQVM+/wVaHXHccPOUqGnCFi1fsQ08U8qQHcZzq+JddP/WFw8iI\nWdghCiKkLUnLlHKcEDRqRHGAMDNONRSipcmA3TxgPJ7ighjtJIlxxE4Q6NB7zpgMKQRSKcqiQKmQ\nUDgQhkxYokKAKDEuwgUKqQSHeYa2gsDk1FWBsl4MhfbbWRD4lDvnWpROkBY5qUmRsxSpJIHK2Hp4\nGy26NNdOglmlHvUpnOHQakQ5pKUcIogpZUxCjkxHhMpxejWmECOSe6+yP5hx/vJlLj7xDN/88p8T\nAAe7j4jDkP/zf/5tnv3EJ8nOn2bdFSjniKytsAe/u4pq1v7Rz/wCX/v6dxCZrQofXjsgndeyKEUo\nQ8LYUzjnB3vg2Eun0vQirayCqRztdhsZBvzsC58gy0qMKdhNR+QHKcoK//2q7iOc4199th3HtQCo\nvKqcn2/bSoxl5yepOQ6Cqyja/h/nS7XSLlNWzBblIJumXHjyOZJpAkGAKXNk0CZ0Gbs7uzRrMesn\nzyMkjEZjwiBgNs0YlhNu3LnGU489TVnOT3WOtfVV+v0e4/GEIJA0ow5aGnivwwAAIABJREFUBQTS\nEegA5XmUPv4Uv8E+9cHLDLebXHvjPj05RKsjRLxGFMWUkwmHD3ZZW9xgOpzx7sMt2q063dYCpUkR\n1of07O8d0jMFvdoS0+kyb2cDLI6NUPKpDz2FiOq0ihnv3HoXFyqG6YxlHVEmI55emvF20WSC8SJZ\n5wthNyjZzEvk/h4cXGW1G3HjxjXGO48ogxVW1ibE9QWG6YggbBEM38J0n2BmArTwG1xXF7zzrT/h\n0jM/w5uv/R4feOIK5sHXODxYYOHJXyQ9KhDsIMQGC+uncWWOG77K9u1tzOGQE49/Gis0q3HKnlVc\nfO5zPLr6Zyz1n+DRa9+gG+zQ6p/gxrs/INchvcaT7O1dJXUdXHSa2eyAtHkRwwKN5B7D0SOyaBl3\ndIMoTLnzjX+C6p3lRKvL/qNbmHCJlf5lZiYnbj1G8fY32E4f0nvutzDWkUrtqbDH80+qkTFE1aYt\nwFug40OzHA4zB7sr5bsP4/IPtzUQC7wNCsJnyFfPciC9T5hxc+KVF96WOKJKzEgFvgvhmVdz5byX\nocxjfsX/bW39q9dPfeHwvkWWVDQQgfejUf2UwBSUWcFsOqasNQiCGCEdJ8MJLGhKqXgwmHC4O2Dh\n1BqZsUTKYYVGo7zFgQtBSUyZVVkGBSnan6IEvtUsLNZYrFG45ioTm2HSCY3QElkPeBqpvVunsmgc\ndSnBxZS2ySxNEVnGE6dPEoYhKshJJneJoiVmNmAi2tiwx6EQREVKQyYIqShUi0JpSpths0NCLTi/\n3CKdPOT6V28Rl3D22U/x8P4D9h7cJsu3eOWPv4TuLPK5X/01ojjkbBDQdxIhAoQw4Eq09vYbCoXS\nkloYEwYh3V6LIo1ptRosLi6z1F9G6ZA5Q9znDXjg2i8kfyLznYHCWsMwMww3N1FCzZuGioaoEHOg\nojo9CTHPY3fHJyc5P0lxLPHyvyo6qIB5a3E8uHL4MZmi6jyE9QJR4d93WI3RhFQcDSYgBbW4xjQ3\n5K5ECEuGY2lpFacEo/GQbrtdzagFC4s96rpOcjjgla//GT975dN+jiygyFJu3XlAsx4hheLs2ZMY\nZ1lbXUVKR6Q109z4jheqRD1YXFvh4VcSWGzTEgIlFULXWDuzQSNusLO/yaPtHZSF2dgQhiOW+id5\ntOvIzYSo3mI0nNC0PpVvplbpLC7x2PmTxJRY42h1+lgXM02n9CJJQcnT505xbf8NLrWe5qpoUifj\nzjvfodU8wcHkFotmDzmDhTNP8vrXvs2Z9ROEi88QmX1Go5vYB4bMLWNPPoeNNlB777Cydolbr/2A\npQXLysXnOLG6QKAjVpUi3XmdE6ceY2cUcvDGH3Pimb9FVH+WrbdepBXusD9LeerCE8QXnmYUDQgm\nPyA9uIppLXBi4UneevVP6Z3+GbLxPjLbI8lG1OUeGxvn2T3cpJxus3T2Q+xtJTTEQ9ae+jhXX/ke\ngdtnlo04e/aiD1a79x1UrUm/83FqjRhRDHFoDrfvsNCo0S8Nj753m/7GUzQkDN95ieUnP0bqNIHz\nz77DGwd6Ybv3mEJYrJOVj5R33JV4by8phI+Ydb7jFM5hKjZiicNUCYmmsqxXvG9NOf9askr685Fz\nnsQwE17jUgI1BxbfYWsLRoljcetcI/2XXeoLX/jC/4vb9F+/66Wv/MkX5HSAEgXep1NQyhomCHCq\nSRAFaGER1pCmM7I8Q0QtEIZ+3XG6X6Mp64ynM3Z3jojrdYQOSK1BWd95FAKsMTjrwWVhJU54S9jS\nGUIdgvZCK1M6ZBBjVIPCOtKiRCsQtgAnMVbhpH+fOpTEGnRUo7QRpTMUeU6gIVY5NZHQslMaLkcg\nyVSdGTEzGxBqS6hztIoxokYpQnKX48opvXZEp6GYbN/jYGuLs089x+XnPsz2g9u4dMytN99i9959\nOutn2Z8mLHbrCGtJk4RWo81RkvDw1h1yV7IS1rj8gSd46+Xv0R0KPvnss3zu4y/wdz7/efRyy48k\nqOyohaxsG8RxvpLf9N3xOMlbMnimjQCcrDLMKhqnxxnnOpSKguj86EtWLKd5gXDOVnbcotqs349g\n2ApAr1g4FfvKm9J551cnvFJ8rri9c+cddu/fpb/UR4cxo3FKs9lFOuN1wgICITk6PEQqzSAdMU1y\n4jBiaWWZs8un+O43X6J0lieefIp3r7/L4fCQZx5/gke7OywvLnK4tcvf/pXPEwWa4XjGNCmrkVl1\nCnQ+nOvq1Zs0Wy106MWaQkKeDHn22We4f+8OpQxwVlJkM2xumCRHnFw7x/bQ64V0qJmNpsQyJ5SG\nVq1J0G2wGEu2UkNkC65fv0NqCtrNGkWREMea/e09YjHh7khy+/u/zcbJD9KLxhzc/QGuLDBCUHTO\ns6hTHm3epq4KRH7AbDJk69EjRkXC8qkPErkclUzZfO2fs3HhBJHu4UzJ0f23SDa/SZ4cEpRTRpMx\n9XqX0E3Y3dxkNDigf+5pZpu3qDUXKKMWoXuEkBFdGTLcvsd0cg9ZTshHYwaHO6xsPMbJE+dx+Yxk\n5w7YGbVAMznaZnJ4k163JApLktEDdHBAPe5S2gbT6SbdWky31WI0TYl6HYbDPZRrMx6O6DRrUMyY\nHuzR6yky44jz+yysLfHGGy+zuvEsuas27oqFNnenLudHI0elcPcjJ+tUhWX7DtNJKiaWBevFfP4h\nnkcb+M7aKl8iBD4l0bOjLCWCWEhshV8E1gPm2jOd0dV6KoUvGtIBUtJpBKwl219/4YUXXvrX7at/\nRV35//5lhaSUAk1JWCYENkNjEM6RO0cpI7KgRabrhFEdFcRkkwGyLChdSC4EkRhxZiHm4uk1JkcD\nhntHOGvJnSXPC0BRKOnFOEIiwgBTuWoqFeGEj+8sSgNKUmYZAkhKgaVG4iJStI+EdMZz4a0kLf1J\nNxSOWqxQQQ1ETG4VSZpSlBnCpURuRMsdUrcTPxOSMamoMbUxpTM+fAcNMkYEdWbTlEhDqybZWK6z\n99YrvPXySzzzcy+go4gynXLv5tt85Xd+j8nMcG3zEIdEK+VxHeHI9g6JtsesqyYn2qv8g3/nt/hH\n/81/yYd+/Zc597FncO2oOmlBhZRQNQhYZyq7/zkeUW3cVffA8e85BuELinpfL2Er0oKXoLhjA0sJ\nxziKcdUqm1O55oDG8YtQdTyVQFG8p3yyrhrReboAWKiFNa585m/y4J23cRbKMsfYEqElURRRFDlb\ne4+oNSKKIvWmfWlGo1Fjb3eH009fpFtfZna4z9aDe0glWej2ePfuLf+Wpeb8xQueJKAEgVLHNhAI\nP4aYiydDHWBV4LcKqWjW6/TqdV7+5kucXjvNwdGh1yaVhjAOMWgOhw/pxA3KoEFhQIUxg8kEl4wY\nbV/n6lvXkKFkvLtPViS0mnVMJSHz0buGTr1JOR7QjyPOn3mabOsa2cF96nFIFMTIeIVYhBQmxeQZ\n4527jA4OGB/OWFxc59L6CXr5XTZf+xKTR6+w3G/RI+Pe9VdQMgSaqBLqUcDMKowUDDavEsUloZwQ\nugm1KMCUU/LJLoNHtwhtQjMecufeVWQo2TixwXR8l0aY0FRHDO98l/vXvsVstElcr5HPcoryiFZs\n6TUakIwYHTwgTQ8RzlKvCZp1Qb3RoNQzRpMRnWZEme2wtrTG9t13SLNDbJnTiiNmWUZn7RxnTy5x\nlEEynLLUbSKnt3HOgPHAtJr/LN2xmQogCCq8wivIYf5EiuPDFMd6C3d8C6+s9MQNjtX2hePYcTir\nAHevYxJVt+Nfw+vPxLH24/2vc8w4/DHXT33H8bWvfuULg6ygdAFOBUTSm7tpW53yVYBzGidDct3A\nRhGxrOLs84LpZAI6RAhFpDNWOyEr7ZhaFDKZFuReoO8NypzvNHxEpKfAWlNSOs/GMVZ4EB0opQZb\neA1CWKMMG8xSQ2YcouKeKwfGSaz2M85IOrRWqCDCihCDoMgtRZkSipK6mNBhSuQshQnJVYOpCyik\nzxqOBUihKVSN0kGeTKkHlqWFJjVleXTtbUwOH/y5K5w4e5EH997m1huvMUscYxXTa8T0ul2Wu0v8\n/Od+gc/8yi/x+Kc/Rr3XIFrrkJAync1IZlPSNMUxn6N6qwkHFV5S0QSrh1ZW3cDcn7Dy8vXhOWJe\nLKpuQbwHZs9jYue7qwDvzC3Fcd0xoqLUHi9CBxXzRSGP7yUqHMbPet/rTKgWl5Swe3TE2to6yydO\nYBEcjSf0ewuMjg7BlgwP91lbWqnCngKyLMeYguFwRhRJHty+zS/97b9Fr9licWGJcZKws71DFESU\nhRd3qbjG/d1dHjt/ksPBkINRilBzyz0PjiopeOPaTaKoTjMK2NhY50S7y5Vf+rtcPvsYS2dP883v\nvE6BJCBhOhgSqZjcSaSaMRZdZnlKFINykiQZECqDzDKub4659ORl7u/uc259lYWgzf7kkGYQoJRi\nZbHDbDrDTI9IVn+GW/d/QDE+pHviwwwevEOrEzK6/h1C3aPViei2Wgz2xyitCBdOsfXwHrvbmyw2\nptSbhtHogHp2yPbeLjqb4BQMjh7RW+xxtH9EIwporJyhzGcs1kPOXVpi64ff9PiGk8RRi2Q4YvfR\nLi2taC52efDuTbRQPNh+SM01ieSAdrsgIgFjqUUaKQtc6by5YCqJmwGzowntqMP2wZT1k8sU4ylL\nG2uMpk3ybMb2/h67RztcPH2eIk8xMmOmThFGTe5up6ilS9TDVYYPf4ByYy6fOUVpAurmPkcPd1Cd\nRf8zrp4/WT37edU9KOE8NRdLUKnog+pspalSEXHe9QKBMFBWa0ChvD288Gwq76klUXjnXimqA5f0\nrDaJL0QaQS58KmEoBWEY0Io1i0FEb7b5l3YcP/WF47tf+d0vqPEOTigKISiJKarqG7qCkAJtCyK8\nhXMgNIXWlCLG6BpBPfY4SVYwmk4JVYRUIdIVLMSOXiyJAs1gWmCsQdRisqLACT8KsVJSlg6JQarA\nZ4ALdRy7KoKQrDTeb58AJyNQTcZljiktUjqk8y6klgCcQmqB1lWeuA4wTpMaR5qnKJtSVwVtOaFu\nZiihyKkDdSYy8DYEokRjMDqmcBpTFJRuzGIjolGD/fs32b79DtY6nvnkFe5cf5O3X/k+jZUz7Kcl\ngc7Ip0OyLCGfZeRZji0LKku744LgozSrMRJVVkCl5ZhjFThRsbfmnUCl+553IbhjEBGqYuHmGAdI\nKaqO34+TRHXv446e90zfXNVpeF+uOTzvP+v9Lqm+QZk7elWXg1dffZUnH3scpb3jw9FoRrvV4e7t\nt9nZPaTX6aGiCBUFlGnOKM24+e5V2vUWD+7f4+aN6zTrMRvnzlKv1bl28x6mgLNnNxhPZz6jXnhQ\n9N2794kaLabTBGOqjkj6P41zJA8eYpSkXQ/47Gd+gfUz6/T7bWStgUJw8bHLyDTg/vY2QQD9/hLJ\ndEIgGyQqQjmQqkY91EgkaZ6jyNFFyt6gpH/iJMV0n/VzZ3hw8za1ep0iGRMGmuWlLqOjA9785h9z\n+qlPouobZKNtZrM72DLzY5EgRYVriDMvMM2b1No9gtWLtB67QrzyJI/euUYt3SEbD8icZKXTJhEx\nFx5/ht3b71ImU8ajjNl0gtYjFroNZsNDbl69ycn1JW48OKDX75OPNkGVkAs6iy0O9w+QQlUdXMzS\nWgtRSDZWlxjvHDAuC5xLUMTkZUpYV/SWm9TLFoflCF0alpY7bO9sE8UFk7HFZdtME8OlcxtsLLQ5\ncguouiA/2CcIDK04plEXuNEjDqeOdj+G1ScZ7d4gbZ5Djg6I1y9TE7CoRyggRXmTQ+uOxz4O7wIs\nnSKiypepxrtmviakLzo1rWkHAaUpq/hXb6eiJXS0twpqh5p+FBJHkqYU9FsRy3FITWk6zZgTtZBu\nHLLWiVhtRDQDSSdSdELNUicmPLr/lxaO/x+A4yUdOaDDEGMUE1NnolqUQUDqApwTaJWjKGi7FFlI\nUqUwIsYoSWZrKB1hQkNYRpSmoCgSbJqBFqg4IJQFFzoGRMTAFBzMEkwQ4moBriwRIiCXIYEQZEoQ\nmNIXDWsojcOWkAqoK79JZpRYE5KqAKNjVJEg3JSmMlgcGI+XCKlQQE0prA0wZYPUlcxmCaGbEgSC\nTjihKUIKEVDQZ0KdiaxVAq0JLe0w1MA0GJNj0yGxgl6/SWYEd17+Qw4GOWc+9GG+9Y0XkU7yuV/9\nVeIQLnRDULbCFCql+XHPIDDGK76hOv1X4ylVgX7MZ7tQFQO/sVsBQviS4dzcs8gdFwBRiRGd8LkO\nbt5/U/Hn3Vw0Pm+/3XExOZ5a4VuMKu4AhJybsFAZoFSpbFVH4iyPXbxw3MILIQhCjdSC1Y1TNOpd\noihm8+E9imRGs9MnDELOnT7P0tIyOg5ZWVjjz/78RWbZhF+48gsEQcTG+iI//NEbjA532ThzCkGE\nq86E2zsDcBIh/VjCVP+PAMkgvcvTFz7MLM9Z6HeZJEOEClDCYowjroc898lnOLXR4fe/9jV2hwd0\ne3UOBjOWg4KxDsiDgKPC0mlKaq5JcnSIcUe4nbfZ1AG60+Z8p4fVmlFZ0I3qXpFdltSxPH/xDN9/\n+w8oqZHnU8L4LL2GZnN3j6PhAaee+wiD/SOa7TakY4J0k503brJ87mnOXDiNmyT0mwpTxATNgFPx\njB999X9gdekxdg+20Aj6/R7TgxH7Yo/MxHzwI09z7fVbrC2EaDMgrNdx0nJ/PMHqgkZ3BZfusby2\nzK13HxLHmqFxvPn6VaJWncHOEZ31rhcENrtMZ4eESUizoemaBpSS/fQI2bLM9jJUpNgfpsjFEidG\nHIxyxkcPWVk6Q29jg3tbO+yMd2h3ljmaJKxd/Ajb7/whq/2neevOu5w/2SVcarP/7puc2ogoJzs8\nfLhJ7/nfAKcRyjPsBA6pBW3tWXW5E+gqCqCuBKHWSGGxQtEJFFqCMgKjG5SlxUkfThVgKKtskCjw\nFPBWFGJMSeEcuvKwmh+RrBIE1dpcqHm9mXaCRjTP7/jXXz9R4bhy5UoD+I+B54HW+z/24osvfvYn\nuce/qcuZEmFKlBJIDD1l6DChSDSFqDNWMbmsUwCFUKAMETmhnXrQ1UgSpVE2plQt0MKriqMCaWdI\nmzEcTamrGFUPaEpLb1FhrWJoHEPnyMuCQClcGCPKglIqpBSYvMSi0YHyoTdoP1IxJUFYo7QFRkgM\nATJaYmDBpEMagSUWFll4breRGiUMWntWVqnrmNKSlpZZMSYSEASKepjQFJrE1hizRKk67DlLQE4s\np9SEoqgtkJnSO3mWI9qxor3RYPLgDdKJpbV0im99+UWiVoPp88+ysRDRigNC5hu1T8sD2B0NWO70\nEcJD3VJWAj3noOpPqIJzRNVm+7z0OW22erznfxdU9/JYiHH22JjxGE2phHxUgHmVAeQ7jHnlOH44\n5tGj1b3mjqKiAufnrC/hk+viOK6Uyd7lVlTe1L3usleLlxmr6xsUecHRcADOA6I/+NH3WT91jrAe\n8Ymff4GwLHj9h98jimrE7QZnz11k0mnz8ot/wvlLl1k7eZn82Kqjci117tje2wlBaVsYElSgKrty\nRUnJ5sP7DPcPePP2PR5/7sOsnT7JJz/5KV76xrfJpxMWw5DD1NCNR8z0BmFUw+YTMpOTx1PvhGwG\niO03qLmncGGIDCNMmSHiGuPxEe1Gi8cuniW59i5rJz7EnXtvEZmc0fAurfbzXDi7zq371+HhD8mz\nkMbyOo0GzIwlKnaJ7v8pZRSyvTUlFynLDcV0L+egCKgFfQ73H6FrEb2Vk+w8uMuHnr/M0eZdyqLg\n6ts3eeqJx7hz8xZRHLN5f4veqRVcOMBOFTIcIPttbl2/S6gjZqnGzQ6Iu5pep8N0a5/D+7tkzTbd\nbsBib5H9zSFpI0HKLmkxphs22d06II5DnIWFtSWsOWJ3mlBzkmanSWchxdqAVbvCQmuJu5s30aok\nilJso8v4YMqzH/4o+vAG471rnF7f4GhvSmAUh1sDnm2FOJMR1frESpFmJc1YYZUkMI4gVL5w4H3N\nImFJjCPQ/vgUIEF5vUVmLEp43DAzCidlZYjonS+08zkqWnhrISeqZ8kKpLOkzqKlqISClsQahPHm\njH/Z9ZN2HP8T8Czwe8D0J/yavxbXYJKiZ1OiUBOHYTWmsASBIXIldUYoNNYGDGydsYrIZITUAcqA\nCywNlyFdjikluQqwhCBCCqmZKkut26UsRpBnFHlKEcToWNISOR1VEjZChk5zMJqSlg7daPjMARX5\nqbsUECjKPEcrhSVAWUspJM7gcyNKhZUlQsZYpxi6Eutyms5RdwaDpVQBggApLXFc4gpBziKZzclL\nwzSfEghHXJvRUFOM0UzpMVFtJvj0QumGdAKPQRSuw6i0uOmEVqxpL8Yk2SO2XrvBtFC0Q0dy4Qma\nzRb1esDZjvCn4mrDnR4e4LqLFSvIVj5VXjRhnfQGbtWIaG5U6CrA77gVqVL85v8+ZziVxtuyC+m7\njjljCin9ho47Bv78Vflb+T4GUXnzeF3I+8dkAs9HmXtQz2/r579+UOxfxxYZlV83SkoypzBFhlQh\nWVmglGLt9CmiKMZKR4rXhLQX+ly8fIk33r3FzuZDLl26xPXJEf/wH/3n/ON//F+wv7vNUx/+hGfY\nYb3r6hwsdQJjLTpuoIIOj108iQwcYRnQbCxy4lSNldWCgzLk2tWb3I41V372E5xcP8WLX/oXlNOH\nrEUBh1kdPb1L/9xpYt1jMDBsZjmCEZSW/OgAYd/k5T81rJw8w9a9u8xyS11FjKZTei2DKByPd3Nq\n7ZNsPtqkG54jzTJ2tvfotbvcu/MaSyt9ju5v8XA0pN3rEXclu+OCVbWCJmHlxBpmOKSgx+HgAWEQ\nIwWMj4bkacaJk4u8+u2rdNqauNclUparb79BOlVEsYFIoJWhFiv6nZi9gwPcMKIVhmS5ZP9I0RKS\nsBWyu/+A1kqbli4ZHiYcHBYsJJp6s87e+JC2GCC0YrK/T3+xydbhNqury9x7uAtlyOPP95hOZkwe\n3uGmXuCJi59m9+1vMbNDRKPDmZUaW9f+nP7qKTrrK7jDLZ594iw7Zz7E91/+IScvXOLC+Q/z3Kc/\nTygCvvuNb/Dsp19AGUXQDDHS67pkJRY1VQSyRpA6UMoirCBzFlsVCmsNk9J5vy8rKIVDG0NRVtOL\nomBmDTUhya3wBqQV/mpMSe68Slw7qjApf/jrN+s89WP21Z+0cHwWuPTiiy/u/YSf/9fmKgv40Wt3\nORpMObHW5eL5VTqNBkFQYlWJKquAE5nRlSkdBJkJSfKQiWpiVUgh6zghUSolpCA2BQiFQVEQggwp\nQ4UNBKKWIU0OtmSWZVhraTUjIpGz0VEIA4lwbB0lPuMi0j7+0lrvs19lFedlUXUSmsKVaOkwpSVS\nARkWZAPjAhIpyW2OchmhMwTWj1xSFSBESSAtgQbnQpytYWzJaDZDu6EXnYUzGnafkhYD1SFxHXby\nEiUsscioBwaCNpPSIqYFyeiQM8t9MqO4+8qf8NZX/4CCiE//2/8e6cnTrLYk7VAhDZzZOHUsyBNz\n/QXvjafmljiKSuTmLPOJr7fp5pgBdcz1cO8FS+Gcj3OV4rhAODfHWd4D04/Rbzfni/jXkFXRmIPi\nc4NEUYGX/mPuGDUXes5y8sXCOp9TMk2mNJt1yAz5LGVvtEscNyjLlHeuvsnzH3yGB9tbKMTxuCnU\nIXEYsrV/j+9NhnRbTb796rf5T//hf8b/8b/8S3709a9w5rGn6K2eoqi8wxBgjUU4x2KnhogVzzzz\nnM+MkBqpAkIdkFpLK4i4sXXI8uWTHA62CGotHv/A0/zga9fI8hJd6+N0zPryBj9480cIBycX13h4\nGJInj+hEDQZHezj3Bq40IDW5Tel02pTJFCsk5y+d4sa9B2wf1JgOc7qnLAeDMRtP/SKTd36fldNd\njK0xGo5o9QRpuU3DPE5NJAzGR+jeGg/vP0SVjlqYEKmIyXRCsxHz6Y99lJe//i2Sfo3FXsTW4RGL\nKCZOkJc5wtaYJVNaqwscHe0T2iZxq8NKUGe4d4SOJK21Ns5MyNMCnStaUZ1YSQ6KjEajDkKRGMtg\nZ59aS2FVyPBgTKcmKPdzJmkfM2xwcj2gKANWlxY5lAeMghbT7YzByZwo7HO4uUOrJ7jx8D7dpQvU\nJkcE6Ss0+wv8/pf+ay584CMsLZZMRruMinUwAbmr88zPfZK8MFhnKUoBtiQHirygdL6TKB04aylL\n7xQ9Lrw3WCAgMQYnRSVMnnfaHv+T0iGsoLDe80ojvG+WBYHxTCze67DBkDuBKjwTqxH/+H31Jy0c\nB8DkJ/zcv1ZXrx3xiZ+9TKBDcJLN7QHffuNN6r0a5zY2aMXaRzvKEGSGdIIoKNFqRttNcKViJmJm\nskWuI1LhmQpOGIQtCd0EZbVXzGiFJWamokr9a7ynkcgoJikWR6PZIsJwcUmhidnPDHujBGG91iPL\nLIFWOOExESe0jzcVEqF85rJFEArli1fuIG6RZ2CEZmQzIptQl56nVzoNKsQ5QaAsQjhUo46ziixP\nSSYpgU6ohSnLjDFKM7ItMhuS0KQMFMJmRCrB5SVBc4WjoiQbH1APNGuLLaRQvPaHX2Q0sqx+4Hk+\nduXTnD/RJgrnza4/xb83pqrof0JhsZWpomeDYL0x1pxl5VXmPp/BuffyC+aNRBX3MOc2eoYW7xt1\nzadcrgqpEfJ9NGEAh1NVgNBxl1FZLgifbGeRICSRjr3/lazGY9aPwpS0TEcTNu/epb/QQyQzZFz3\no62sIDelN4oUvhDZqsuKgoi1kxuUZcbRYMibr32fMjG88Eufphh+jH/2xd9mb/sRFz7wER+JOhe/\nKMEzz3+kihBukWczRFL4DwUByqQsLPX5zOc/h7QlJ1eX+Ge/+wecPblG5mJsIClUjBKSnft3UMZR\nyoC98TYm7OAayyRuShBaDgdHdM1rtE48Reokk1lOI4qZTkfU4wietSSUAAAgAElEQVRpYC3bI5Mx\ng5uv0X/879KwOd+7dpd2LcSEJc41OP/cL3Nw60c0QsmshEd3NqktzrwBYa+GS0p6vTZ5VtJeafP2\nw9cRkWLyaIzJU06dvcBCJ2A6MFy//S6dZU1/oUe2dYRpRDz+eI/ZKKV3pk8c5IyNIJkcUGu3KA8s\nA5os9kNmkxlrJzYYHc7Y2z7EmS65m3J2scO97QNOnu4xKxI2H+7TXTzNxuUl7t68gVSa73/lu4xL\nqDciolCy9/Y36Cw/Q1Zqxkd36XROMz46IFg+y8H3b9BdeoASPfZv36N75nGOpo67b14lb1iW6yf5\n9le+xOW/81sY0UQ6z6wSx89r5aXmIDc+b8YKgxUSaX336qyqVOC+CMg5Zdc6pPXhWBWe7rFUo5DS\nHq8ZJQSBdRRYnK2Cr/DKc/tX7Ks/Eavqi1/84jbwD774xS9+6zd/8zeTv/IL/hpdL335D74wG+6j\ncRR5jlKGy5dPs7Kwwu1bWzzc2cMrOS0BXqfgKgWnEAYlSmJZUHNjOiKjbhIoCqzSZCrACo0TEi1y\nIlcS2wJV0eRKFKUMsDKEsE4Uhjgs+WyKKy0y0KjAstII6MTKg+SzlHGSoeMIY8squlZQzo/upTl2\n850Ld0qTo5Su2Cx1SicoROSTDY0jEKBcgTEKlMIpCKUgEBIVxjihyXNDmo8QFLRFSlPMaKsSnKZw\nNRIRkRQQKIPJJ4SyRS4EodJMR/uE0rHQCshHe1z7wbf51nffYP3caTrtdgV+c2wAh/AjoeO9XeBB\n7qrjkMfdwbwzeS9aszL5PPbakfA++u174LqqXmeeDeEpV/Y94SHvx06qYlaxWESlKhTVxyye6VUa\nQxzXPABtYTod0+4uMTjYZWd3k7WNdXYf3GNx5QTWphipGQ63eXT7AY1Ol7wovCV3PWZpoc80TfnR\nm1fZWF9HhXXqUYtXXnmZqBZRhAFXPvMZHl6/zfV33+LkmdOEQViN6BwuiGl2Wpw7ewqNYZoUdLp9\nrLWUxjAaDbm3vUe/16Hf6/Hyi1/ncDAinY0xUnurcicoXEGvv8B0OARniYMmJZCrOrbIaAQR6WiM\nyAbEcZtJ7jsw7QQydCz1FgHH7vYOMzXh0oUzjLa+h0innNnoIxunUarH8sZFJsNDrt96m8I6VhfO\nMCygJizNqEn/9AbGBqydeozB1l2mhzlF0KHRXiGqCWbjbTa39kgN4FLai00CDUKXZGVBOpgxHJQM\njwYc7O6TThJWFjocDMbkM8vu7h7KKkyuGW2PSDIHOubw4SHnLy3xcHOTle4CBQXZULDU7IOB+3v3\n6S/WqeuY1FiioM1kOiWoBRjVRCW7xG1YWDxHJlMUGRvLLca1VTa3cnrNgNH+Efcf3UedvExn6RTF\neMxwtINYOU2jfw6NpESQVfqO0nlX36xyu9XC53rkFaFEVQUiEMJnwUNlvvpeP+3c3J+twjOcw1T2\nOczZhM6TT7Tw+O5caS4kNKOI9Wzr/zmr6sqVKwV/EUrUwN+/cuXKXwDbX3zxxfDH7tz/hi+lY+q1\nJqbI/AYfaJLcYYoJH/jAGUDx7vX7jCYjBsGEVi2g3Wr4ebYSCBWDsCjncGZGTVpqqrJkLwJGtkYW\ntchFTCYVwhVoclpOIJ0iweGUpiAkVcqzcVoNFClFllAUhQ9JiiL6DUuvrhA2IDeSrYkkyU2l8pRo\nJ3FBhLUlxkmEVlAUKAWm9LYFyoKVnqJr0wIRa0+5tYnPz65Q10xqUBatHKHSIL2ddl4WFNMM6RKC\nYEwzHtASEZlps+ckU1unFIq6MLS0YFZYdGsZIyxTU5BMjuj221iG/PEX/yl7RwWf/bX/i7k3j7Hr\nyu/8Puecu7391V7FpUhKXESR2lq7ehO72+32mvbYLm+YiePAM0hiIAMbRgaIkTECZwzDnmSSjOPY\nzsSJZ8ZjF+J27F6tbjd7US9q7WpRlLiIrGKxqljb299dzzn549yi5J5ptZA/jDkAwap377vvVdV9\n55zf77v9BA89+B6k3bduBy1daY4pjdvKGxxK5tO+PUn5gNFmPxzjrcrDOtGUNJQl+1sMKrO/QAhK\nY7iyBWX3M6jdebrEO1TZxrK6pFG7daZMFnTXUZ7i9ipYVj5FllKrV2g2jzEejzh0/ASdvU18GVGp\nB0y1plgf3iT0FIkAiUQYQVHkBFHE3MEDXLv8JofvPEq11eADH/p+Xn3uebR4Afu+c9z/5OM8kOR8\n7i//ggTDEx/6AfLC0TN9P+L5Vy5y/MhcuXjuL64Cz/dot2qowEMpyff98MeI+2M+t7WGzWKstBxu\nT3Hm7AN89mtfpBIokmCKbHSTpt+kS4vcy0iDgkoY0O/vIXbeRE7Og5jHRobBsEe9orFJTrvmMYyb\n7G1fxRAzd6jGXjyiGeyS9QtMdxN/dIOzdxzg0tUV/BPvYXYEnhhyfGGGre1b6Dxjd2+bWuUQuX4T\nOx5y+PRJdjZ6qGgKEWTkvTHC+PS2uwjfw7eKQEuGMmVqrsmon3KwfYSN7i3625pcF3h+wF13HqbX\n2+TgoZO8cWGXOMkxYcHEnZNsrY6YOnyIW6urKNUgSzX5TMB42CEbxuzmPsNxlzD0MMoghMfM4UNs\nXkt5szememiWU8cfIHn6kzTqoLOceLTDgaPTDDbewFQEk+EMtqhy89YWk4uPoXf3ODRVQa59hWxw\nDXnqp1G2RoFFCoW2FmmdGabB2ayrsj1bUNrrOB8aV1GUGOE+wVyVTClZZg9ZhLP8kaBMyXIUkrx0\np5bK3Hb0sULiKcE7jXdqVX3k/+9k/R/TsNagjcV4Pr40SOlRxBl4IUlq0EXC3acXMVZw9eo1xrmm\n6A1QUtCsVtFBjh/4COm7X67e11hmhCJjWo0psj0sFYa2Qh42SEWVAeCpAonFMwWVktqpZUgufRI8\ndLXi5P95DEIzHAyhMFSbbXzfcmxCI7RgVHhs9BNGVZ/AemgNfuCB0S5RTgM2c+ppBBYfsARBiBWG\nXPgYqRBSkgNWjwgpCEQBWlJIDyELQgH4HtYL0BiSPEOMUqQdUK3EHKlGWBGyk4TEokbfV+Rxgkhi\nZhoRxli8SoMil2ytX2Fu8RgLcz7f+us/5/xfLDN5/C4efuxxzt51J552yWxynw0FbpZ+W0UAvIVI\nlOwrI+xt3MTsVxxuykTuVyI4dsh+LJp7qkGgSmdRV8JrLUpdSQmYm/LFrCjzbW8/4ISaSjlrGekq\nH6fwVoTUMdZw8/Ilzjz0EP7CIqP+EOFJktxy6OgRgtAvgXdXQRmDA89nZogOHiaOR66NpeHuBx4k\nTVOe+tQnec9jj3D4wAI/94v/iMAG/MHv/y5HT9/F3OJhrHMjYWerT73p3oOUjmVVjSrorW3iQRW5\noNjd6dCq1fA8HyMNd56+iwfuOs38zAKvvrnK1Vu3ELmlVZlkPOwz1/DYKwJSFaCkJGhZuv09Wtxk\n3NuCxQecGzMFJ08cw6tKnv/6S1S7GQgIKm384RZpLsFk9JI+vazLsJ/RrAmacput+DVGXc3zW2N0\n5qzbq5UaA72JbSsO1uHia09jUk2zVmeQxbSn5zHxkEqjwXDcQ9ucKCgY9TK2V3qQ57QP1eh0Cpon\nI6qDlEEvYa/okkVt3riygqwERJnFBAG9zSFNEbJ24QYzc200ljzTDG/1mDs1hdhMWe0kTJ44R7Bz\nke3eDbyGR3/9OkEYcWi6QWd3h52Xn2Ui6DIsBHvJgMHOCNO7xeyBE6RpjUHnMtMTTarSpy667KiU\n5OK3WL1xhTt+6OeJTdVV1cYRRQorUJ7AGO2wMdyioMsNiy3p76YUC/vGGY5o4QLkUmtR+5kyQmKk\nq+aN45aDcMeUcGxHWW6cBBJtwb4TF5d3WDjOnz//5Xc1M/9HPqTNkEUPgQfCR3oC349QXkSSFxjp\nufK7yLjjzqN0un3GwyHWGnpxiowNfiCpRj7C8/FEiPI8zD4jqNhvcyRUTQeVKgoZMJRNskrD0WW9\nKrk1+Mri+5a2cslduVakRpF5HogC2awgrKbQMSaJiZOMVr1JGFiOTgukgb6RbHYtNnR0UGU0gVue\nShxEoWwZYC9dC0haAUKSaY3yAoT2yb0aRkKWdKl7Bb4w5JTGHl7p+S98rA3QpsUgT/GTAdLrMx1W\ngR4F02x5HhkNdjIfZTNCzyI8xdTcAjodMchz9jojJqOQ/pWXefrGZZY7MY998Bzf/0PfT+B5rv+/\nT591fzVXEZhSs7Ev1hMGYZwLm0Tdbk0hSosQ4Xbi0uxnIeBAbQGe9Mu/k8GU9N995bm05jaPylje\nAhftvtLcta2k3X8vzojakwotHAcLq7nrvgeJxxlBGCCUw0BOnDjJK69e4GClhZBlJoc2WGEI/IDh\nsM/0kSnieEwQKPIC8lxTqYQ8du6jXH/tda5de5PHH3mUXn/Mf/nLv8LTn/4Uz3zlb/jIx34QaTS5\nccwzYzRSKqTyUdJjnGqaFBhrmJ9qY6SHUh6hyHnkwccw6QC/EvB9P/ARPpQk/F/Ln6Vlb1Ctt9ka\njWgHAt1cJB9s0zcpQVSjP44RZkx+/QWai2fZ2b2JlJCNY441auTFNqMko1V7nOrkETxvjyCK6Hau\nomgh0h5HjtfZWP02Og+QNYmfH6Q1kbK7eYNcZATBNHl3TO3U3UTjLUZ2k4Uj8+w+c51x2qE9VWW4\nN2Qw6jE9Ocn2qEc+kGCHTMw3uba+QlSV9Hd6DPtj2vMNhsmA04t3sX79Gru3bhH3c2qiRr0WMegM\nEFFInBVkiUF7gkrFp7++Q601SRtN3V5HzB/E7q5TkYfpp1tUtY9szqG7K5h4yG6S4AVNRjsdFucO\nkQ+2iMd7VCZazC08TK/bZ3vrJXb1LhNzCzB9hqo6yFBXnCtAecu6LY7A6n1aiNvcqJKYIYUks45I\n7lmH3xnh2lqB2LcWkSjcJsuUJbPDZvfxE4dpGOuyPTJhXUejfN73Gu9Wx/HffZdDKbACfPb8+fO9\nd3Otv/NhDdK4Xyw2R6c50rOkQuKFHnkKBRrfC0njhPZUizjOXFsFi7QF1kKSpkgN1nc20qCx0oUC\nWTyEteRWowuN9Aqq2uDbjEyDqU1RhBVyFEqE5ELjqYJI5EgtSS3khcRahUVjfIlSATWZMI6HSC+k\nUqlSyJy6GHOkXWE9TShygx8FCCBAUeAmPVFOop61WCOxSqKUQBuN1QYhnfTZyAjrNxjqhJCMSEkX\nsWoVBRZPKnyr0VKQyRAjJVqPIR7hRyGKHeaCFuNc0EVRGEni11DS4PsWVcSM45wsMwRtn1BawgAO\nT9X45hc+w62NHT7+cz/BTKPOfqlhb0/UJcZRtqwElP4++8wsh0/s54lL3Afib4v9HF1XIFByv2W1\nb22yX7k4IGSfwSXe/qGx+1nl7NNR0EXhnOGsQCkPrEEpRV5kKC9A4lOY4rYQsdfdZWa67SpEuP2e\nrdFI4TEeDF3lKBSNqMbeaASyzM6ygpNnT/Otb32dK9evsXjoIM+9+E3O/fAPs/V//hEXXnqBBx9+\nFA9XAhnjGGZgEFLSaLVJMweeXruxwsFDx/A8i7UezYpPP/fKtDmJF1VQQiCsBtMh9GYZ7N2gEk3w\ngUce5fzXv0IuUqq+pcg0psjorL2JbE4xHA6oVOqcXpjhmfUVslxy+cJLBDZA6HVSnRNWWiitKZRh\nc3fAsDdiemqesBUx3hnSaFfp7HmljWsMIuDmtTexKkAPLK9fvsojT36Ayy++QpwavGqdhYk28aBP\nQMTYDJhpTyJDODx1gI21DlYbCgx5nBCi+Parz3Hy6AnyOMfaMUYbhv0BUaVCnBaMrcamBgJJIRXW\njOhvge/5bKyuMndyln42xPa2aB47hpcZrly+TKUiSEROGFWhOok2PZpT06yPO8jBgF6xSaE9fO8Y\nJh0w2fRJdI2RlAQHFsEGtzVG2gqUtFhVepNR+rIJxz60OFt0K95aUoqSQejuMFkm/Dm7nUKDco6H\nLtt9/7MiLFobpy9zClinTqcMlBLvDI+/W5PDDwC/BvwC8H3l//8t8IPA7wBvnjt37pF3ea2/21H+\nghUWYTXSamw2QowTinGCJ0Mir46xHtoLGQ8L5g7NY8MKwgswvqPbahGQF5rRYERv1Kfb65EMR6TD\nIePxkOF4wGg4pjMasNPp0+tv092+ymj7Gsnq8+TXniVZe4Nkt8/DZx5ERE0SEVD4OfUgpRVYKkHh\nIiFFQCarpOEURWMOGVbJ04xxb0RWGISvOVKznGwJFiNDVSo6mWGcOZ/+2Eg0HhmSjIJCSDIjEb7v\nrFBkQEKZWZ6bkm5bY2hqdBJnjFfonCLPiFFYKah4kij0CKImedggzmA4HCDzWzTUFoveBovBgIbR\nDPOArq3S81v4YZXQD9kbWRI8RklC3U9ZnK+gdy/xb/75P+PXfuUf88bVqyVGbdm3GXE6DPchkIjb\nXdz9rZktwUQFLuvAOMDQK6NgnehTlB2wEgMw7kOzX6UIa26bK0rhYnKxxiW2lYuYNY6pgrE0Kg3Q\nuTOPK99tnmVE1QbSU+TJkF5nB98PCAPF6s015mYWQCiMcSwAjXWLvu+jfLjwygtUQsXZs3fR6WxT\njXwklty6vIsHHnoCk/l87UvfZOPmOl/+6t9w/4ce5/5TD/DZv/oEo3zoNgu2QKBACoLQp1H1CAIF\nymdc5NQrEZ50lVAo3EJTjRp8+nOfZ2V7m0cevZdhf0Q6SghEhmpNQtrhuWef5ujCPFJO0jc+mVdl\nnBqS/ga2u0kip6i3G7TaEzTnnmD6wCP48RZ+0SMPFgiiA1TR1A7Nc+DsY2yv7iK9Jls3bjHoFAxs\nyuabN+jsjpCBj9ADork76G2vo+SAGhET1QXeuPAme71dCh+iQ8dpHb2fqDpNkbjl3TYFU7UGuzux\nI5CEknqkeOixh8jjnGSUsLPTZzAYIUJFmlvO3HcSPO3ycPKc1IyZmK1hiyHeZB2VaUbdMQuHztJf\nv8ji7CTCFPRubpEYy6HDTRq1CrmaZX1jB8JZkIqkP0YXBX6+y2jzEunOddYufYq5I1VqCDZefZaZ\n9A1mqwlVWSb8IVDqralLY534tDTfLFBl29XRcX2Jc88VLlo5cFaiCAlKlZ+F/ZNKLERiXVXu/Nox\n1pIJSwBEQrqqRggC+bY38h8Y75aO+wrw1+fPn//t/QfOnTv3K8AB4Engvwf+OfD+d3m9v9OhjcHz\nBJZyN24tlgybJNgix1Sa+IFPbiVCasbjgrnpaXb6I4oiwWrtjAcBLQoXbqQl/TRD5xkmh9wWjDNN\nXhhC4SMEGCXxfFV66udIv0Du9bjS3KFe+ESVFtNHT7B6q0tsxyipCT1QWUxqXMawIiCRAagCGTax\njCFPGI1jPOkTNeq0woyWJ1AqYGtcsDuMkc06uZFIGbgMESEoDOAJZ39tBbmxGOWRF8a5rWqLqM4y\nkoWrSHSfoICm0CRWQOAm44oMMNLDmAYjHWNSg6KPJ7tM+lWm/TrdLGQgKuS1GfrbMYx6zE0eRGDp\nW5+iGFKRMXP1ClONCZ76k3/LnwxGPPmjP8L7nnjcRWDaMiENxxpRb6skpBS3raKFEFi1z1a1gCmP\n25JeaNBGl5Zvtryuq872KxhHkS39gRBI+9au7i10XLC2dY25Vh0rCpDOwjo3htGwy/rKCouLh8mQ\nzsrEWpQwDOIuvgqdWBHtWkq4nJGkMI5aXW7wLj7zVdYmJnno/R/Bz1LS0tJ09uABZg8cYGdjkwsX\nX6fSbLG3t81P/vjP8pXPf47hvaeZnXsLJPelYmvjFmfuuR8MnDl+D6mxSBWwMDeN9BRCBVg/QKUZ\nF1/8NtWZeYxqYIMQ4wuUrhBITZLErGzvUms2GBuLtinVMIWkz6i3TV0KkumjZOkOtb3LXO5YTNQi\n1xY13qKQNaIDNap1QbrzKlPzBxnd2sLYkKQ7JqwWaKk4cfoAWTHAakVv7Q0mZuex2YCg3WI47KDH\nltxIDp54mN6tXS48/xXuOHEKNGSFJe3D2riLZyOqMqRRq5LEhq/+zbN0tjLCep2hmoSqYSKI2WXA\ntTdX8AJLEIZ0O5pGq8nW5oCsMJy+c4HEG7Pz2nVurVwmmNJEgcd0rYGs1BCqRzxM8No1dlfXCbyI\na1ee5vjiArW5EKN9/NpB2qrgzRdXGWeSl75xgYMn70XO1NleWUGs3qD18N9jFNxRWnw43M1g8Esw\nXEp9u8re30ZJa1wWuZWO5VdWx9q6SACJm9xTHM6rhCoraOPmAAMRCm21K6CtdRUKAt9C8j0Iue92\n4fgHwNx3PPY/A5vnz5//lXPnzv0m8Evf6yJLS0v/Gge6V4BN4LeXl5f/VXnsw8C/BA4DzwD/2fLy\n8urbnvtbwH+Omxn+1fLy8j95N29cG5BBQGEswuYoL8DkxukFpECQY0YdChHg1epYz0eLiLHJaLca\n9AYeusgQRuMaJdLZeStnza68gLRIGI8sO4MhwvOxJsYYizEFnoyIvIhG0OY3f+t/5XeWf531/pDI\nKuhvI+JNKrqCCAKO3HEfvcJybW0NJTOUzpDkBNaiRYSRPjmSPBAoXyOsJrcpSTzEMwVeTTJdganI\nx1jNZu5uHCE0mXZhL1UhybQrcQ3CGTZqjZEKazSesORJQRB55FkI0qPjWUQ2JtKCkJxC+BTSEgSa\nSIfY0u8qKVKSNCNMt6mFHs2gTqbrzB85wF5esIPB9zwqsqAShkgZMrIGsgHNimCyUWHlmS/z7Kf/\nisk7T3LfQw/ynvvuQ5Z+V/vsWblvIWIFVu6j6fuUEKeEVdqdp00BSHcNx+0t4W73UdwH4fdDczAl\ne0WVPlj7/WXrWn3VoMaVS29w7K57XPYKHt3OLnvr65y8715WXr3I8bNnifMUhCDOLSrN8Bs1jAZP\nOZtybSxIiY+P6xwWaAsPf/gHeOEbX+W5L3yGI/c8wPT8QfJR7KofBRMLs0zNzvDNbzzNmbtOcfXm\nVd77/R9l9cIF/p/lP+Znfu4flop6jzCKeOONN5h49FH6vT2iWo1arcYjDz6Cp5SjZlrL+z7yJCDZ\nWL/FelRFSkUY1RmmOUk2oFINGIxGGGOIwgq58ekVMFGboJCSTneLRp5y4uz7ePrmU8TJNaKJe8j2\nrnD4jjsQSjGIV9l44yYIwZmH72WvAekwodsraFcOc3H1OTxxmMEgp7CaA/N1uqOMWqXJzkoH7Vvm\nD1Tx+gVba1sUoy7NiQmG2QoHT05SWxuSS4ufB4gJS383pbcjWYg8Xl7f4/v+019l78prrF16Cb9i\nXNxCViCUoVGZRCZuqlRKMHt8hqlajbWLNxmPRhTGJ9cJ+SBjYmGKcWeAHI+4tNHlzrvOMjYRh+66\nj81LX6MaRMRjwdVXL2C6GV6kyIVl/sghomrEXpIwe/oHGX7zM3RFg+pUjTDvOrBCKjy7b7vjYgKM\nkBQClDUoKzDCYK1GSKcvKqQpKbr7WAYl89CSl1Wxp5y1SL7/4dEGI0EbjZECaSRKWnJcVrkvIdzH\nCL/LeLcLRwycwVUe++MMbl4C3tEP6+3jN4FfXF5eTpaWlk4CX15aWnoBWAX+HNcC+xTwG8CfAY8D\nLC0t/SPgR4F7yut8YWlp6c3l5eU/+F4vOByPkXFO4IPnh5gsdwK7wjnOYva72il2LKDeJPB80gIS\nU9BqV9ne0WWJbxCeRBqBpUBaRWZypLTkckSRaiLjOPLtiRaeV6FSiwjDGv/JEz/GJ178Kw6dupfO\nrTXGvQBtuuiRwKOPHmnWXvsyvvSYtAF6apZ+X5Ej8CnwRUpQxLjMc0GOT658JFW8Rh2KFGkLeskQ\nYaFRazBfK/CFopCKXmLZHWYUMkCoEK/QIAIsmsDzsUnsImCtA7cLbRF+4Kir0qOQTijZzQc0vILI\nQG4N0nogPYTUNFRE4Ufk1qDTFBPvEPkDmiqg7dfoFT7jOCcJGqSqgmc1nh5QDxvEaGSu8U2Powdr\npMN1vv2FdT79b/81p5/4IB/9vg/SqrdumxvuoxyOpWvZbxJbgQthsmWSn3RVhtpXpIu3WZfg6L0G\n7QgEpcZu/75wMvEyKwFLb9BjYWaBw0eOoJTzEjJGU6mGHL/7FGmccuzsWbZ3buHLgNrkNIEUdLtD\nDk7MlVnPGqM1hdFIaQlCD2sDwmoNMGxs3OKeu+9hs9fn0refYe/mPMfOvMf9HY2La5WBx+Pv/SBX\nL15ieP0Wc9NT3Pe+J2jVay7/oWzxCSlpt9pYk9PZu8WZxQeZXLwTalXC0MPiqqas0Byam2Fj/RYy\nquABj33gSW5cW+fg4hyf/8yniWoVxrmiYbaRQZuitUA66uJJD18FdHJD/PLzxB1Nfe44gjEH7zpK\nnl5HRBF3HD7GdT2iEtT52vlvMtlqUKnMoVRBZ+8SjWqLVI5QgaXfy7m+02cyDNm6tcsdJ46xPRgy\nMkOC0FDsXGYkZzGqQbExZpD3EDJjb5hx7OwxetdXCFtTxHlGONNgtt/g8t/8O9rtiMpEjhxlVBam\nmbGWbkejA7e7V2iGgw79JONGusd0WDj8MtJU602K8YDtGzvkAu4+c5Lg4FHS9ZzuxgXE1E3E3Any\n6zcpioTG/CK9bB3UJMVghXSgKZIuUcMneeMTtKKCmSOn6HVWGI83CWuQYm/HyFrr8jscOYOy5S6R\nVty2YHdMKHG7PSWsIMBl/7hbW+BjyYSggmNRAWU1jsP/xNs2T2KfzWhvm5N+t/FuF47fA/763Llz\nv48Dw48A/xD43fL4x4FXv9dFlpeXX3vbt/v4550488RXl5eXPwGwtLT068DO0tLSyeXl5Uu4iuef\nLy8vb5THfwf4ReB7Lhz9gWa4M+DIgRmKtKAahmitwZOIzNE2ZTljGMaIYQ61GULfJ8klWVYwM9Fk\npzeisBrPuGmkFBOXYKOg6mVMHT1EGFWoRAF4CiFCjDQoE3L8o/dRGRxjd2eLjVqNKy+8BnKC2PdA\nCqQZkxcx0mgiPSLMrjCHJKZCGkyQeiGZJxDW4JmUCjkYif6z/BIAACAASURBVJaQ2wgjIhJfYfwq\nFZ2hTUoeJ+ReQFjxaUWGiUg7+uZYsJsXRHmG0ZAjCISHUBLthZDFCC9A5blj7BROGJcWGlGE6CCk\ni0UVYyJpCI1BFJpMelhPEAmwooK2FeIiIc0TSGJqoSLA4OkBY1NjY+RRaTUZF05Y2JA+uQ0Y5hah\nRwibc/eRSQZXXuSPX32GLGzyUz//CyzMzroIYOFwCGvlfoITGEdJdDeXxliXZGGsdrTEEmBUtuwh\nl668WuxfT5Q94TJ4Z39BkZYoCHj+uS8yO91msdpy7R4hmWxOYQvD6tVvc+a+h5icnruNfwS1CbrJ\nHpPZGCk1Rls0Eo3B8zyCqEq7Xne5JUXBo/edZX19B7N6k6h+kPWtHUadzzJ17AxzBw/hex5au5/5\n2JlTVMRp3nj5dZI45sH7HnL3tutuEfgR169eZdTfpRrW6PV7KKF47eIqN+trLM7PAwIPw/WVFdf6\nUCHKE9y5eICk0Dx4z1m8zPD0lz9FyxuzndfI+1s0McxM1djaVqQMqPoe3dzw0XsW+PqlVbyGxhY5\no50Bvd4Wg4mY7sBSpHtEpkKVabLCgghJxyF33T3P6tUVMnwOL9RYXd1lz2q8ap2b612KbI87HjlF\n/+YORFWm2w08a7jyynX8qEZlcpYgXWXjzZsMcsPxMEdkgu2NPnccnyfLMlRiGGyNaYVVdlf6tCYr\nnDrY5PLFy3RFzPT8LMNOTF4IZo/dwZVLlzh1z2NsXr6K0R3ScUJjqo0ZDrm6cpN6VKEyWeee93yU\nC5/+CrNzm9SPHsHGrzPYWyNNBgzJefDBx7l29TmaQUBW5JjsOtVqjXj7VTa2c+49+jBdcqytUEiH\n2el9w08LZTrQ7Q2BX2J9puyjWrlPCsG5bluDZ/djlCW1kiG438oVZStLliLBoqT3qn2/NqH+toLv\nPzDeFTh+/vz5fwb8N8B7gV8t//8n58+f/x/K4392/vz5d4VvLC0t/e7S0tIIuAisA5/BVS8v75+z\nvLw8Bq6Uj/Odx8uvz/AuhlIeN3e3+cq3LjEYZcRpjlUCT3h4oXc7VQ32N60WM9rFpgVKeWjjEWtD\nu1XDCM9RXIXbjVqlUMon8H2a7SqTky2aLR8vBF/l5PEWYT7EI+XixVfQWjM3u0CtMcsjT7yfQeca\nLRuzsDCHV51ifVdzfTtmJOvIsIoSKTXRpZleY2Z4nYl0myjPyUTEUFYZUiG3Hp6NqYoxXjHGx0PL\nOqk3Ca15bBChs5giiRl0U7CGqZrm5KTkUGSIrGYYx4wMDApNUhi0DNAG0lxTGBc/mZdls6hWXcqY\nEVivQdcEbGcefQISbbGF6zcXSKxnqEUhfq2JV20zLkJS7ZNlXRpih1OtHgdtnykKChr0iwppGIJQ\nCL8BwQxDXSDEmPnJgDkv5jN/9Hv85q/9Gn/2p8ukhS4V59ZF1Jr9asGWaYqAERTauK+t25Xtp6/Z\n0ofKAsJYjDPwQZVluimFiUa4ZEYlJadOPwypEys6GxRDmhcM4yEHjh1nZ2+Xbr/L/r5oarKJ8qoE\nnueYUsrt1YRxYLy0BUEYEkhFYQ0y9LAm5twPfYyP/9jHmZ2bppeGXH39VV54+ikuvPwilShACJc/\nLgOPex95jGqlwac/+ecUeV4yxaDZbHHk+HHuOHaMTCdUwipKSBSS4dCw1htjgVGvSzWMEAgqlQCD\nIZSOvukHAQdOHOOeU6fpd7fwsw5RtY3AsL07QvgFkdfAjrpMe5ZenvL43Qt0uhlvXukxLCoov04i\nCo7eOU9Q8VGeR56nJIVkd6+DbNV57dIKCXWCxhR5bpmoTTAOqkwcUExMChqTLa5+a4PtbcPGdsyb\nr7/CpW+/TJxL0jhlci7ClxWS2HBocYaFQ1McONimUfdYe3OHIKozzgfkaUpnOCYZxQzGitQ3VOYP\nkY0D0m4GUtNo1Rh2dzl77xEGW99mYSYnG1lkYUmSlNpMgzxJwY7pdjdYf/YLVKc9Vi9uMB6vcuqx\nH+LgnQtMRCGTLcEwvcGRw20mZifQ3RFCRRSjgpQxj913kBuvPEXAHp4S+EKQC/DLjYyUEiMsqnS8\n9aQs3RecLY5f4nCmzOkIygrEuUuU1j1GuvgIwL+dQ+MqF3D3u9MmWTxhMdK68uMdxrvO4zh//vwf\nA3/8bs//bmN5efm/Wlpa+iVcG+pJIAPqwNZ3nNrnLQv3OtD7jmP1d/N61UqANhLPk7zyxgbzMzXu\nPDxF4DvQ1Q9C0jwFDMqWth3SYOIt8OaQgY9GORFfLSIbxaU9uELa3P3yJWA9ut0dQj9EBT46N4hA\nkBcGYQa8/PWvcOd7HmU0HjI9fYg7Hj7B6toVWs1JCukzeP4S733iPg5PTXF59Rp5llFs7eALDx9L\nQYKXjmmyQzOIMLZKoQLGfp3UhKTSgWS+HjoVhJZov0bu1UhVEw9LUMlJiiEmjjFWUK34zDcEC1WF\nxmOzM2KQFlTrNcfW8NxrW+WjjWNxFNr14qVS5MZibYTwnPfSwBQoBEqPqHoFXiZJJEgp8T2L5wVI\nArKkykgbZBHjiyGtMGSCGrEM6eoZRrKKRiOFpikE+D6D3IKN0fmQOyanGG1c5rd+7VeZPHSCH/3J\nH2dhbqbUZsDtkA5r2HcCdaIpp76RlvLD59oATji4v5y4oCSXB2LLc10QlRdWUZ5P9dgphFR4Urtr\ne4pao0lRaLSXIxLtWod+iFI+xxaPgNauoSs1Qiu0zbHWEAUB3Z0t9MQEflBj68YV5hePsdPd4qH7\nH+KDT36Qdnuaz33qLxl0huxtrfPi009x4OQDzM1No5RASE2t0eLx938EazXG5CglqfiS9tQ8Ihsz\nPTPHxvoaLzz7RR5774dJMoOnAWuJKk1u3FxHBT5BUKE5O4eQgiLXXHz5RS5dvcahAwcQfhsRVN2O\nNApIbm0j61Moa6i35xl21pmpTrKdSN574ihf/vI38WdOs727zbwSrFy5RjzSZHqCxUc+yrVvfAlt\nPZrtk2TJNcZxn1GRomNB5Pc4drDJsJcSzdawIsCoLv10xPTUUeq+z+bOHtMNj53OiDcvbzNGIeoN\nztw5Q5wl9NMR/b0xh44cpTce0ZpqUdkySDumYwraC+/h0nNfwDt6NxPTPlm6weLCUa6vvkmufPY2\nBszNVLl6rU+jEVCohJkzT3Ljha8hg5y0PodfjTh5/ATferFDox4zSvq89tyfImMfZSPGXctq/xrt\n2RomThHCZ3hzSHMhYkJFvHJjj6N3fYC+P4UpcYq6EBRGEAgom2WOMq7AGKdLUtJijERgXZtNOLDc\naJd3I4275/ezZbQoVeNalrYjFiFd5eo6YQ4cl0g8YZDfg477TpYj8+fPn98svz7w3c47f/78+ruZ\nwN8+lpeXLfD1paWlvw/8FzgDxeZ3nNYCBuXX33m8xXcxXVxaWnoStyABcHi2iZQR2hqM1qxu9BjH\nOWfuOkTkK7Cux5/lBbqU9e8LaGS/g56awWqfxGpqVY9x4sAkg0ELZxpmrUHjUUgfXRSIoqAaVZDK\noyhpoJ2tdTZefQkxUaM9NYXVORsrV0iDCBNU+emf/RHs4hxZrhkWmpn2NP/v8heZ8Wr4YYRSAdYa\nEAaviBG+IUJSLzrk2kfLOj1ZI1bOllpJTaB7BMInQ4LwKISPiKbIVUZE4UKpRgnoglqjzex0hG8B\nG9BPMzaHGVR9yC1SSnJc28otnB6eAq/MPo5N4XZH0ifJE1BNrBihjKaKobAWIxSYgij0sSbHiCqZ\nEaTxGGl3qfkes2IAtkFfNUlsSEcGCDJ8PaIeVEh0QN8YQptz4lCb3Pb55P/9+wwThV+r8fiT7+fR\nB97jVLUljwoou1ilJsS6HRjib5u5WWR5vMwzF45ZJZEI4cBGYTRKOLtzKR1jTuuc4aBLvT3BuNvH\nr1TJ8wShPPr9HlOHFjC5dgFTJXRijMNYrBCk6ZgJfxZtUra6CVG9y3g4Zmdzj1qlxurNFR5+/Akq\nYcSF1y9w4aVXiV/6Guv1CR790IexpoT5lUSVKY9SKqSQvPTsM2zt3OSRR9+LF9b5qb/39/l3f/QH\nnPnAE1jZxlpDreZx+MgiG+ubqKjCIw/eQxB4+KHP0Xvv5YUXX+CVQR9ZqWOxeH7EsYVFLgz66GJM\njs+2KfBUSD7cYroxzVg2+eiHH+d6PkGz5VOLRsQ7AapapTo5Q7r6DXybspskbF19nopUoFqMRhn1\nVsjE5Ay9nZv4coYrr66DtMzOzFIJmxTJkM1+DysDuv0CU6TMHP0Yo70tsu4NXvn2Gr5qM+wOsEaz\nvb7Hdn8Pe+wMc6eO0l1/lWJrg+7NVyHImCRjt38TvwFF1mducoJhp8fiHfPcWL9Fq+4crkdBxKXn\nv0Kt6uMZxaCzwZ2LR7j4zBeRlcPYWp1kvUPjwCw663HHvXezcvF1wuY8mze2OXB8nls3NyiURYmA\nW7sdFD4y2yMYXUXU7sGTFqx0mzQsvhUoIcmEWwSktCAk2jguoEYirYulNtJhf9JKEG+ZH1JWGxrn\nVlBYgxUQltoNIfdTMt+KcVZSEsfx0RI22B9fWl5e/hK8c8Vx6W2T9Rr/ftdrH6N4Z8LvOw8PuAOH\nj/z8/oNLS0s1HPaxj5tcAO4Dniu/v7987N8b5Q/2pf3v//Ev/cI/NVEDMx5hpMUo2OzGqNfXufvk\nAQIP8KRbPOIMbfftLyzCptAf4rfapMZHmJRGrcpwnDlFtnL6kMJKrDQUeBR5Suj5pLl14poy6S9J\nUtbWLjFtj6GM4X/63/4lU/V5UpGxt7LK68c3yQebJOMR9931EOF0nUGeE6UZdpig0SgVEoY+1SBC\n2RyphHtMWqTYpcoeae4T2zqxajHyakgkSuT45EidYzKXT2xlyNhzbSRhYjKrsXFMKiRBBO2KpF31\nscJnq59wqzNmcrKNlQYPH4TAE4rYjAmkBeGhpYXCoPwKaV6ADABJnGdUfIOiIBAeWaGxUoGwBKEA\nVcPoiJEFOxqi6NOodKnjkhhH3jRj0eBmkhNIzUQIOvPZGxV4ts90rcJsUzEqUl750uf5xlOf45H3\nfZDH3vt4Sdl1/PZ987d9fjzWpQqKfY6ZlK5lJVy/t9Ca0aDLOBky2trirvsfJU8yPN9gCRCu34Tn\n+dSbk9gsw0jLhVde5O67zziH0jTj+W99jbNnH3YBYKYMjzIasPheRFBt0Nnd43p/g97WKhP3v4f1\nla+zuzfHhVde4P6HHmJ35xaH7nmQh6oP8cD9j/KXn/hTeknMN5/6JHOLp3jksUeR0kP4vssJwRBE\nHjKs8MQTH6RIEianZllbu8Kv/sZv8Od/+Ee8vHqDJx58kLXVNe556DE21zeZnp5j8eAxlMkQxln5\n/+DHf4obN67zxafWGecpP/Sxj3Hk4GEuX1pju3OJ2YNHGYxzBtRoV3yS4S6tpqUvGszrXU4fOcRf\nfu4vSUWFUbeHLgp64RRy/giPfuBnWH3xaxw9dZqX/+pfMH/kIKPdNfy4TcWf58Zml5mZSdIkYZxt\ncHjSWayH0SzDQUajUWCKmP7a18jziFAV3PXYT/Dy5z5B0KgRVFqkg1tEXout1y8SiwA/mMBmEcPt\nHgEFm2sXiJDMtVsMkhyGAmkjLl7coTHhMzXdgiyHShP0gKh+lCLpUZs8zsVrz9CeDJn1urSaknVb\nZbBSsLq5TSIuEDQEejhEyJCd1S4TzXn2Onv0d3OkjJm9c4bhjdfp7e1x+L4FMjvJEGcm5Zdivgy3\nifGQpLbAYIikRAqF0IJEamc6acGWLCxKvYfCVd0a4xYP69ICpXXsUCcRsQRSoq1rfXm4165UKteX\nl5d//btN3N9tvB1DOPYO572rsbS0NAN8CMeainFCwp8u/z0D/PbS0tKP4TCPfwq8tLy8fLl8+h8D\nv7y0tPRZ3Lz+y8C/eDevmxYGz4vQkUWmYwQ5GljvjQlWOhw/OoknnLW35ynyrFTfWtdblPkYO64Q\nRBW0FYRegdcM2OsNQUinjZBOPWyVILMKTysyITC5dv3xIqcwmn4npzO8zpt7hmZrkfsffojnXvo6\n1WqNy68+y8LiYaS0XF29xOn6WdpBG5s7r62iUIzTjL3BmCzbIzc5vu9xcHqKyYkWYeiDNUTSEJHR\nMD2sDhnokL7XoJA+1vPAFEgKfBOjrCQTHkZG5MLi1+v4IsHqlDTPKLKEaqXGTEtwoFGjkIrVTs5Y\n5EReyCDPCYRXaix8l2ooNaJweIPnS8d6RpLnPolfZWhzPDSRyajYMqxGSqQviazFqja5NgzjBGsT\nAi9mwo6YEHV6NqJvm3R1iNYZkRihRMhABwQ6RdqchidpVqpcfPZpvvY3n+Oe93+Ic0++r3Q+fsuu\n3bWqNMl4zHZni93NFXbW18iTHmh3jrKQFQXCGMJActcDj6JtUeozKH0O93VBhvWNDWam5jh1+l5G\nyZBWpUatGuDLWXKdgnG7DV0Y14Q24Hke9XqLzGriTsR6J+Uv/uj3OPGeB8ky96FvNyf45Gc/x+Lx\ns7z64rdoted55JHHUUrxzLPPsrW5yl9/co0f/+l/gC99ClKEFXheSBYPwVoCP+Tmzet86am/obu3\nw9yZOzghAj7/5ado12qsXb+K5ytyW+evvvRVfuRD7yfOY7IiY3trnVoUUQkqTBw+yqHZWVr1Kj/3\n8z/D//6//I8M4pxKpU5iJYWN8axi0B9Qa+So6gzdvT4fee/7efHVy6wVlsmJBru9LkIcYP3GKuNO\nn2vf+hqVoIIejhhsJfgio9sbcs+5n+S1r/wJ7/3AvQTWsLHWIVIB3f4qNoFxUUF50N25RXM6IPBP\ncvWFz2P8jNGwjx8oel1NTcWoao2FhWlu3dwlljVMusW5j3+Mb375PAsnZhisDul0etTbEyjlk6d7\nHDtyBm0zLl2+TqPd5rH3HeXZr77B1HSL3tYKwWSb9z5xH89/4zyXVvrcc/dprr2+TTWs4GlFuicg\nHTGMY2ZmJhnHBZWWj801wq/T7Y8pen2qSvDmV/8P7nz4+9HVB0q2n8VXpUWIEIgCKr5CWYc/FQiC\nUuzqeBwWbUyJY5WRtMJDIRwtvwTO0aCliyQWxgHxgRQoI247T3vvDHG8o1fVjbd9vfJuJunvMSyu\nLfV7uM3fCvBfLy8vfxpgaWnpx3EsrX+DW0h+ev+Jy8vLv7+0tHQM+HZ5nT9cXl7+w3fzorooA9u8\nAJOlCIXDJozm1laXY0dmUWRACVyKDIMuRWHG+bfkI1StTqoNQhs8TyGlV2pBZPkHkih8TJGSEuPl\nCqsVKoxQzlnJqbgNyCxlHMfcdeQAL73uUXiWtIjBFIzSlMHqDZoH2viEGCwZCXkBwyR3poJWUuiC\nURFzc32bwwcmOXlokUo9QvpO6KOEBJNQtzGRdpGSsayTeQqNjxEFJakXbEgmfAyQEaICiRU+FT9k\nPBrhaQ8RBChSjk0H7I3hVmeAjALHPZcSIR2ALIVA2MLliFjhblYZoguNQGEKjY0ishSMMlRshiyD\nsXJlXftLgMUlHRZZysjG1CJJy8uJEHStZIDHmBo5MVMScu1jbECaj6nLjHa9hiDilfPn2b15k6Wf\n/VnAkiVjNm9eYTjssbu+STboUmhDpEoKrikotEXnjqJrS+WuLExJ49VQCgmt6xrQ6w7AxkxOzxFW\nqoz7HRfBamFjc5O5qSlmZqa5traJwJb2Jw6GEUoyGHRRInAmmNYnjVq8/txzNBqTTE7N841nv8WT\n5z7MwvwBXkwLau0aw709FmcWmZudZZQkrFy+CNqUVGVxW4V/YOEwGkMtrLG1fZVTp0/z8osvcc/9\nD7B472nu1AU3btxks9fB82tYofFlhfNff8ZZ4FhDmsYEjSZSSY4eOYIShiCKEIFHo1ZF0yBNYiSS\nwqshvDF+EZCOEyr1IWGtys4g5+jsHDf3dtje3iU3OdnWKrOHH+T0I4/RvfIFVrZy6lGdxUOT7PTG\nZGnOG888xYMPneXGymVmmi0S65hpwlNgC8KK5H3nHuNLX7jAoN+hMbmLKVqMsoia7zPoDh1bUBvy\nfMja6pBiBFJqFg/P8ubGGzRbFcIcdjJNu96gNdVkOCw4erjBjWsrhM0mM5NzqDDDrytm52p09nYI\n63WyQY+nn/4io72U+YMHGO7t0J6q0t1M6I7GVIVPkUtO3XGEaytreFFAI1IkeQq5h+cpAhMQBbO0\npqu89tKrnHr/WTIbEIgyI9O4+6yQghDjiCeCsoq2eO5udKJjX+AZnB5EOZwEKwjxKFxn3jH4pMvd\nkNJZkwSuDAFp/z/u3jTG0uy87/ud5d3uXrf2pfdtumfpmSFnyOGIIjs0SS3W5kiOLCuCHESKIwO2\nkED5ZkgOECNA8i0IkCAJnDgytFgbrc2ySI5IkeI25HCW3req7urab9393nc75+TDuUMKiUPRUhzJ\nPsAFGn2rC11Vb53znOf5/39/MvNnzsYR7wbr/Fnr2rVrr/Cvzxz/x9/WJ/hLWv/wv/wZ94efes33\nf12OLjPKovCv3FBPEl5+7gxhLFGuoDCWojT+FBfaf2MB1VwmD2KUtQgKCiuYjlOEEUiTUZoMk0+Q\nWUY1CQlCjQgUCIkKQ6SKfM9RzYZaBqb9I1YvPkXYbPP4xi1ibSnzkv4kw0lLVlqGnT5ZZ8Azl85S\nX25hXEmRjr0cTgjCMEQhefT4kEePN1nfWGZtuUEUBCACrywV/lqqncKogNRWGOk2ufSboqEkdMbj\nN5zGiAiJwGmJFca/Z0fkwylxJZoNuQEdstdJGeclIowJI4GxAk2GFopIBz5jo8yx1sMiKS2lccTC\nYaMISQ5lSeDGVJVEihIrJVrOUgos5E6SZynSToiVv9mIYI5umTCVNQgjcCmBKqjisMZhjSFwE+I4\nZpIKpqmlcfICV19+lrc+/c9xZUEc19BBFal8yJLJC/KyYJiVYC0mL/2BqQQ1EfATf//nmIxG1Cqa\nKKlQGIdTNZR05GXOzs3rLJ05TxxXyU2ByQu+dusumw/vcvnieYYTg1KSaqQ4tbLGxplzPN59wu17\ndzhz8hx3H9wjkIpRd8Db128j7BBVZnz4r/8Ad25dZ3l5hYXFBZrNBfqdXcI4YTDssfNom5deej/V\nWo2l1ZPk2QRjPTdtc2cPFSqW63W+duMuzhmcMXzptc9y7Xs/zEtXX+KNN99iVEzJBlPCWpXJNPcA\nzUjz9JVzyOGI1Dpe+8Pf5nv+xt8ksYb64hr/5J/8U5ZOb/Dsxjn+p//9F4nUmDRZxhUjzLhDJR9h\n0zEqcFSri+xPSuw447U3r1MKR55POfehv8OjO0+YTr/CpadPsRHnvPn6No2FmP3dQyhC5k4vQeH9\nSSqp0N08ZKc/RZQpl546B2JMd6QIdc6FK6d584tvIWWAThqsnFqnu7mDtJZpliOrCb3BESbXNKuO\n/tBw4dWPcLh9h6aekE5SphSsLC6x82iLxdoi01SwOzhktRlz2JlQrzdIlk4hsi790ZjzFy4x7vXQ\nKuJ4sMd4NMVkmn53zMrZFtpKQuMYmTELKw2GPU3neJdGo0a9mVBtJ0S1Jm+9/oAX/qP/jGbzGSza\nBzPNZmLOGJyZbe4CMmNnsnE/PC+tRUpJKCGQXqIbKokzjtJ45WA5CyYrjYegSuVViO82cn2hVAKC\nlVqVpe3P/6Of//mf/4V/3b76bQU5Xbt27RfwuePLeGf3udnr7E/+5E/+H3/Rzf3f5vqlX/mVXzjd\nVvQHE3LrMLnx/m8pcVoyV2silKOWJAgl0CrAmBIf4DMzBwqgsMhK02scpCJUlrTEp2aJd4NR8BkT\nWlOgMCqiIESKyCevhQ2mqkGu65S6gqg3kUVBZ/cxmQvJLGRWkBkYpTlH9x/y3JWrrJxbRVdDcuso\nSyjw8MLCgilKjLVUE8fJs2eI4oStrR2KcYp1JXrmgRPC+mfOOQKZUnV9qnaKLHIsGhNUMQQIKVAy\nR8uUSBhwkkLHOFlFVmtY4YNlxoMRSkiqiaVZccyHAQ5F57hH4UBZj3DXSmKKwlc3YYhxnr5plI9h\ntcZROuWNjTJhagwa7+w3ZpYxojQVrT3RGEFeGEw5oB5OaOmcWOTkNiHNQzJV9TdMUSBkxMQKinxC\nowrKTrnx9bc46Dt01GB37wn7ezv0j3t0j7tk1tDpHFNMM3QYEMZVQBDFCSpOeOGFl8jSMVEYEehg\npr7SWAeT6YSl9RM4KUjTlCCMyE3B3sExFy+colZrMxwMcVISSEm9HtNszZFnOeN+D4RkNBmDkOhE\nc2JjnY31U2ztdnlw6w0qwjDfXqB72OHWvZuEOmCwv0+9tcALL77XCyeUotFoeR6W8Z6d42GPQAnq\n1TrOGqaTlKxwnDxzmq27m9zcfJuLpy9QqzXIJmM+/8l/wYkzZ338gBUst1sopZlmOXs7j7n6zLMe\n3R5W2bl3j+X1FUopeeOtG0yCOirtEoRVrIwwUhBFGlNAnvZpVCukgeTq81fIF5+hzHaYFAXD8R4r\ncc6kd0xYa6KqYMoh6ycX2Xl0jLQw6XawKqTX6+Emhkqzxdr8PIPjHsO84OkPPINxU+7cfsCps1fp\ndAZQlvSOR+SjMbnQRLEkiOHyx36KzqNdqvNrKDfl8MkdgqIGpmTYTanXQsbdPmsnT7C9vUOWOeJA\nkk4LkrjGcX9CkQmWz59jrhJQFAMO93vEJ07ywit/C7V2gdW5NfLBMYF09MdTjC2pJm2m+Zh6VdJq\nNIhxBGFMJQ54snvECx/4GGawxa13Ps3SqZcJpfQiDCcoZ8PrciajrQqfL+7zMwRKCoSc5YxbR2Yt\n48KQWYdxkFtL7nwUrZz9Gy28CRAp0XIWZKcFkZDUkpCk9+jfPMjp/7b+LvDB11577Ut//i38L2c5\nBF+9s88zJ1tsHY/o4jDjAiUlDV1jqsbcf5wzGOacPdtGlwYRB2TT1GuelURYjRQ5ZpIikphCaIQt\nqSSK8WjGN1IFpfRVfmAkKoyAACklpYhwuoKRiW8lwLFZXAAAIABJREFUyJiN+gKrL57g85/5Y6Qb\nYkyJc4KicPS7XRpGcfEDH6JQ/mEIAB06cCXaCqwThNL5VDOT43JJnpWEsuTSpfPsbO8yGeXk05Qo\nDInDABmFvrrWnuorXE6VEdW8S5FJCtlkohLKsEpBiHOOSBtqaoQUnu5rqJJJiW7XMCZFmZI8NeQM\niKOIiyshQmjGOez3J5RxzbtgkWB8j8ZIhTYlQsysTNJD6gotcLLO4TQjDgSmSKlqS+wsVnoMQzXS\n2DDEFY5JniNMn1B1WUl66DhiaqoM5TwjEeJshi4nVMMGKaDygrnY0KjV0GHEeFQDHRFFEQgI4jqJ\nEAgZokNNSYlwJaaEvPADS2MNTrxLuPJIdYckCiNf1eUFZVlQ9o7QUY16EviWprBI7Wcr9l0OlgQV\nKm7eusH66bOobzYd/C1XC1565UUODns8vHOLva98nVpY8v5r382923d4/vlnuHDpCrdvvMlTl5+n\n2+vMvp/vgh0lg+MjVtZO+nwOJQmUQomMspSsnj3LhdMb2GxMdzBhfnWdn/kH/xX/83/737P27CWW\nz1zBGmg0GwymU5JajVB7BH5Rllx6zwusLC7wid/6PcKkSuYERdzG5D0aOiavLFCWU0QwgVGXSb9D\nu7nI8cExenSHE2dD8skWZ5fn2XrQIa7UEK5HZU5johqyCEhqizzZ2ubUlRfRuk+gaoyQVOojwhas\nbiwz2B5y/dNfYiwFKpfcun6LpROnmHQdZy6d5/DudQbTI6LWWfqH+/Rf/yx1LUmPjsnSnI1Ta2zf\n26KXK5JKTKOxQBFPuflwwMnFM+zsP4FxSVoJmNiM9Zc+SmiG9Ht9VubXeHzzDZbf816WolN88TP/\nC7WFFqabEtdyer0BURhRqWvq1YjOsSaNYwI7YVSOOb2wQPfJIQGO7Ydv02iuUKQZFTNgMhoSN9co\nnSICrHQYBKFzlAIq0htznfVeDGuM96hZQSZAOYdxDoOX0muUJ2bPDIAIH58ghPe1BdL6g8QJgj9D\n8vTtHhwC+Mq/8a79V2B5NX7J9a0+F9frCAeHWYYuoL5a4cFWh9AmHHbhfBmiwgLrNFqUGFf6b74s\ncYCcHiOrGz7qUcaEZsoIg1Ne7hooi4tiH+8qHCpQOKXQKuDkuXM83NlBBBGxCfhr3/tBHg8Oaawu\n0xt0wDmG0yGT4yM2mkvUVubIRYSQjlAYjE2R6YjACawpUVJ6o5tQCAJEGIMWFKmE3LC6scx4lDGd\nDCicpchLyFK0UshQe4CaDjzKwoEtHZIJdaURmaYkwIRtJrbBWMbUIklVS7RzlE4zLiW50ZRlFaOt\nbzkVKeV0gpAFcRRxdiFACktnHHI4GmG1RimHMOCERuoAax3YlNIpAqMQxhIFsVd+VOpM8wnDsqAm\nCyrSYkrtsy6UoRbFFKWmtJp8mqIYI2WP+ajLoqzRdw0OXESKoiJyEjTLayeYahj0+kTVGrrICSLl\nbw5SooOQQghkGOFKPHMMgSkzT7U1ufcxAOAH3FI6jMkItUTYgiKbYNMCJyMMAgqDTgTOyVlw1ExU\nhSSUIadOnWN5dYW9vT3ufv53ufj+j2PRlM7hUKyszrO88gHKzPLG197gU//yt5lvNciKC/zyP/tF\nvvt7P0ane0CgvKhSzhQ3TkC93oBZTosoCuZXFtl/+x2SWh2LIowCijKkFcG41+PNvU3+2o/9AG/9\n0Zd5c/tTnD/xoyThPCuLK9xpLiNCTeAc4yxn3D3CLa/xoe/8IAs3bvHaV29QuJy1QDMocySGp648\nS2d3j91SoBXsjkuu37nBVEyo1qU/kEvF6tJJjnePub29xcsfvsq9B4cEZcbyfIUwWiWIArRsYeU+\nR4+Oef7KRzjc3mV4+CZL6yepFFPMIOf81fMMxmOCYsTxZMru7SNGRz3CxhwHm7dpNufY3r1DNQlx\nOays19h7uE81aRDPSSonFii6Q4yJfXQymlMb89QX5uhNdqnoOmefCfj0r97kqQ9/hMnNLyOkoHf7\nJkfDP2Hh8lVSE3E86lOTJeO0T1IGWDNg0s8I28s4V2My7CLigOOdY+rNiO7ehJozlGXI5fMvs3v9\nN2H+NLV6HalbOBSFEURSEs+EOwZLIHw6jQ682dn47hXhTB1qraFUEmG9NiMWgoISgyTgmxBPJS2l\nAQzEyoMOv9X6drHq/yseMPjv3JqNCjEY7uwNWW+3iKsVTp1b5fHuHoEMkRoyW/DG7U1yq7CFQcax\nH16iEdbnUDubI9IpSuDT65SmEiZezmkFTnjljg01oQwRhChCIhJ+6Id+kLwRkBDwEz/8HzIVBaUr\nWazUMUYxTieMtp+w2likuraCVVUIoCyHqOkecdEhsFMEBcqVCJthXYo0GZgposhwWU4QVDBBlawM\niOOIZmsJoRNQASKIKYwknZYMB1MGB8d0OwccHfU56Bxx1Omwu7/P9pNNdrfvcbj5dUa3Pkf/zc+w\noUKef/45KvV5ykARakM9KElUgRQF1kUUukFZX8RVmhhrmI6mDKZTmpWCC4sxG4ljLlCkaUp/MiI1\njrQsyJ1CIHEqwkqNEVA4L50t0QgXUMoWXddk6GImmQMjyTKwMiEIJfVGg7jWBN1iOC0YjvapmS2e\nbYz4wMUTJLpJz9Z49Xt+kJOnziNUiA4SnNBEYUIQJ8goRqqAkNhH3AaaIA59LolUOASFKRFKI2a9\n5tKVIGE8HGEQ9Hodbrz5ujfmCUegvCJm+8kWKB+25GVds6AoLVlZXuXB/YeU1kF2zNYXP8H22388\nI6Ba71BHEkSal195L6cuvYf9keNf/f7vUG8lHB8N6PZG2PLd3cL7OISSVKrzSKHQStPtHFCWlnde\n+x0e3XqLOAkoTEkcJuwf7lJrNrn+5k227m9x8cVn+M5XvpPf/Y1fxeJ4sLWFFgH/8rUv8wdfeB2D\nx82XOI6HPYSED750mcUkxmU7NOyAUKQEWY+jvbssL59GVNa4O5nnoJdTbZ+mmCbMrZyFEu7efojQ\nIesnNvjiZ2+wcXqdUqdYkRMnEUePt+gMH9FQEAYpT+69TrM25EMffhmXGaaypL64yL3r91CBZDQd\nooqU0fExlQvPU22dQJmALMuptmOqlVWChmLUT4kqEVeunGXQO2Y6sEyUwEjH/HyMK7o8OdgnszlL\ncyuUQcGdN79KLZL0tt7iwM4zFS3ydMji6XMc3d+k//A6o84dau1FdFjBydzn/uQKZEA1ionrIe1a\nEyssnUnKyvwSgckY5Y9pL59m5cx7ufP6Gzw6uE05ywoPtPQ4fOlmswyNEIpE+/RLpwUJiiSQqECi\nNIRakwSCmlI0QonSkroOqWuF0BIVCCoStFDoUBEEPmXTyD8nq+ratWt/yDe9GxL4uWvXrv19YPdP\nf9xrr732sb/Y1v5vd838vxgs1hpuPdrn9FKFW48fIJ2ipESjQQgGqaXMBXH8Lh0moLTe7u+MRSoo\nRj2/cYQVSldQqTjSvkBKjyOxNkM7hVN+sB5IzWq8iggDfvY//bu4o5wiLmFoEVZ4GWYxpP9oi2de\nfAWrHE5KEIre/j20zQiiEKW9gkLpHCHlzKgjKXM7Q3iXSAvCZrigjgorZGVKoh1Ra47BYEDkBCIC\nW2TICAqnyCcZx+MhtrSoSM3IsRItJcZlSDRhP+d9Lz/Hr//+P6OhmzTChOaJSxylJQeHBzgMwk5w\nzsfT5oQIHSIaEi0yynxCNh0R6YhEB5xuB4SiQrcoeHLUJ6zWSBRoZfzsqTBgNSqQoCVKKEprKQQY\nQkIhyEWIKwdUhSFUAmssSml0CM3WKjbL6U+nTHp9hu4Gi07z4z/+U5TAQqvFXHuJNN+hEghEoFAo\nIh2R2nxGGvBauNwIjPS3BOmcz4i3hndhZc56ZlitmjDu96lXWrz6oY8z6h/P1HuCUa9LHGqs871o\n5WaYFPwMSEaaEyfP0O12yLOUfDJCDY+5t3eXuSsfIjp53rf6ZoO05ZVFFlfm6ewcsnnvIYePHvL8\nB66xPPdNj6zAIa3FlBPvkxECK0JKDBdfeJmDzpA3/uj3OPG3fhIdV2m0VzAoLl19EWEMf/KFz/OR\nj36Yj3z8uxDW0q7X6Rx2QEhsAc5YKkkMhaEZBBzrgNwYnn72ab76h/ep1RNcaekfdVEuZK9/RFhp\ncbD7JZZOVWhunKP3GDZvPcAUlo0La/R2BwyP+zQrNd74+h2uPn2BQGv2dg9Rrs902uDWoEtzoUIg\npkhR4603v47NQzZW1nDGoisBe5t3cTYh0Io0DFHjHapNTf1cg73BlEk6pbbUxYxzXnzpCsf9Aw4G\n26ycWyduxujckbTnufX2XU6damM7fRKbMxqMKScTRGiZP90grAq60zqLS20ODwsm0ynNpqIgRso1\nnjzeIZQgzBhdqdII2/T3DnkSPkA6gygcKo4wWlLGA6pVRTsQ3L/928yf+wh//Uf/C0ZW+Bam8rNB\ni0DjPVCBUF46iyF0PjY6DHx73ufKSJx0OOtDy4z0aB3p7KxN5QhQFApCvOwX54OhzJ8Bq/pWx8rn\ngM/PXn8M/DfAr/2pv3v39Vd+WTuLWTWKZr1JZ5rx9MXzODtr91hvBjMu5cG9PYxxpEWJiyOv+8fh\nJBgrcaSYfh8pLCaoYRA4pSlRWGkxQvpWirEYoTEi4EMf+w6EhIqQ6HbgT3Qhsca7rnuH+5w//wyl\nVhilMcLx9p23ebJ/zOajLm/f3uH1dza5cf8RZa7IyvIbw3ilBbybn+EcZWkR2RCTTQnCGpmoosOY\n+cUlMqlxUiF1iJMhBCEyTpA6pDMccbDbpXM8ZThIGU9ypAlZdjH/4+e/yOP+EX0xx+FoRG/YYfvm\nZxF77zDv+qwmDjKLNRZpDJFNScyY0E7BKvJoDtlax1XrFIEmn5b0h31i6bi82uBCS9OMNINuj7G1\nZGgKASkCJwKMwWcw43XmRgYIIkzQoJ9FdMuEbgbDrMQRkKOYOMPpjVO0l88wtPN839/5WaKFRaRU\nBBJ+8Hu+jzDxXCwpQ4TSnLv0FEEQocMQLQVLp9YIrKKqIxqzGyjmXUOhT2IzhcEJwfHRMb1ul+s3\n36QoChrzy97dKyRLy8sUrvTuXDeDHBb2Gznqe/u7tJstkIovfu02kzxklBomNuCFq1dxVuLxaBap\nvNtcOcXyyhIvve/9tNYus3X7JqPpaEYFtlhbYl3JzpM96pUE6RxLyyuEUvNd3/f9fPy7P05r9QyU\nhmqtRlIJUEHgoZdS8t7v+E4+++nP8+hgF6U1+51jvvAHv0WoIQwkhSlYWl5hUhp6o6mPAHYgjMDp\nBqiATCl2jnZJmnXC6TFV0+NvvnqVugvZfeN1+o93CHKNSEv2Ng8IRJ25+TXaGye5/Nwz3Hmwzd7R\nDlOXU4SGxIVIJ5l0FIOOo3s8RoVtTl1Y52AUUIkTyo5CB3PEYQNjDOUo9TDAMsNKSVVqWrUaeT/l\n/FKdR3ceMBlOCCLNyBxjZBcnCx7euM/GiTXGTzpUG03GWcHDx9uooEZuInQtQIUlrTXDpaunSKY5\nhwdbGF3QmnfMLRuqc6ssLJzi1NMfJVg6Sa4EtaaiJkMa9QVUUqO0jlc/8ONU63W6PcuEOYKp5vVP\n/VNUIGkEEbVQEQUQKkE8U0Np6ZMCY2UJtb9JRFp8IwBNCQt4BLuUAiu8ctAJRy4U1ik0Cif97cE5\nSWk9gsTOMj2+1fpWPo5/9P/Zzv2XuNyM/CixhEFA0hA8emxYaShkUJAWCqVnudFIDqYpZ0tJEGiE\ngNJB4RxO+uugcg7BFK938Jr+SlUw6ucz3pHwOR9KEDpJWGqWLp2gFN6RTOk1/NJZlNQYk9IwEcHC\n/IwnU3D33hMiVaPaiukHU8phH2cko6nly+88pKoEly+dREhJEJgZbM9AOdvQhMUVY6xSiKRBaQSB\nM7Rbi3R7HbTUUEaEqqBQGYEKWKnVqdVqNBtVbBB6OXJY4dXVVe7evYFqr3Hh1Bq9zjxHozFSpPSH\nEypyTDw6YsUWPD4cQmWJsrVEIRRaSLRLCYyjcAKrqhgRQ7WOcAbrRqRpijWGahJzcbmKFXA8EnQG\nGToXJHFAYQSVQFIKTUDpkQmyBBMgQkB4FZuTmsl4QpyPEYM+L73wEV46d5ba/AJGVTzuQ0mSuIrW\nghfe8yJvff7LzM2vc3Kxwbmnn+XM+gpPdjfZ3dlFCoWRU7KyIE8NWkhyM8uaxzODnHVIqVnZOMNw\n1GH9xAcpytS7cgUoHVBvtcmLnP44xeLd6Vr4ql1KiS0K3rz+Var1NkGjhaq2wBZYEVJr1DGdsZcY\nO0eo5MzI6AnAQsGlC2dQ7hTWKNyMjmvKEuc8ZHHQHbA0v8ju3hM21tfY3t7GSnjm8jkEoIOAg+1d\nTlw4h9YOawRZCc+//xXmKjGpKVlaXuSn/8HP8vu/+mvsDjucv3AOV6RElYDTG+vc3nyCTVPPTooV\nhdb86A/8IFl3zKc+8zlkFFGJK+wcdbh5d5uL51bZcYYw1wwKwfmVJiqVHGzv8vDhIZUFw/Jam/1H\nR+AC1s5/lEfXP0fUnOPy0y12Hh6CzTG9EbuBYrkt2HxwwMbpNY66Y/K+YX19ld7gmOywx8Npn7n1\nNtNhwcm1DfZuPqYSRyS1Bu98/TZza01WVjdYIGR32qc9lzDqHVAmBXkPTi7Ns50qKvWY8WHJ4XZG\ns2557oMvcPDWmzz14hqPbjt2tw+I5CLFuEe89BSbX73Nxol1gg4YuQ+hYjAGud9D1KoE2rF1/AAX\nn6NWuUM+7WJESjWOufWlT7LUrlG2TxPX133hhKM0fuOOtac5v/tEWvyN1jpmVASHkTNHuTS+NSp9\n8QK+EAuF8FwqB5n0c49EOuLgW++r3+6M49/ZFcXBDHwnWd+YZ2u7g0Bx63GHl567iBC+eneAs4LS\nlXSOR15B826bQsyAFQ6f4e0cYjQlQOG0JJZe1RAgkU4hUDihUTrk1NwKhfTKG+EEXgxsKI2hMD46\nZe3yFaxwjIqUmw92ENaragIRIMMarrWACCKcklipSFrzfOmde+wdDChLT3ENQm8WdNJQOp+jTjZG\npBlOBBQixukAGdewQvrqUmnCKGaxXeXkuWVWVpuEtYAodAiVEagh09jSebLJ8lyduLnE8eCAYHLM\n1aeeQpQxgwwmJsYIy2otZF72WCsesW4OqOVdnNUYGWNUQGAnBHZMUI6RwpDLOmVtGdlaIkMzSCdM\nhiNaFcPZ5YAzLU07EoyHUyaFIDVQWkUqHIXQlNrjn0ssQmsKA1bGlK7C3/uv/wfOvvqdxKunKYIK\nTjqk9TnhUgucLcmdYOpyhoNtrt+/y72H9/ijT3+SW7fuk01y1hdXqYQ1VtrLtJoxFqhUAjrHj2eq\nJQ99BEBYmtU5pJQoEWKMr/yltjx+8ojSGI+zlqCkJBfvwh8VWZZTj2Mf95nEuCDCqQCr/Y1UzT5W\nKe1Nh9Z6tDpQzEJ74iQhDNU3jGAOgXOCwWBIEEocjsX2HDqIOTw6IBKCuNpAzjwzKhRMJ1Pe+NRv\n0D0+RElH6cCFIXEYUWYZ79x4h4/8wPfyQ3/jh/mNX/4/qVTrZHnK0fE+gfbtN+ugUaty7soVGvUm\npy6e5T/+T/42TioOe31U3OKDP/JzbHcMUbBINBdz8dISaZYziReprl8kTjTNxhpKrxOqBs5EPPjq\nl5hfb3BqvUL34BHHx0dMpin7gxG9w0OmgyFOR3z1/oTctnjqxbMMewPMxKAbbU5fPk+zVkNJw5P7\nj3jqlcs83t7j5luPaC8vE6kq490Rb1/fYtAfcrDXI4xDSCs066scHvY4fXmdzs4WrUXJM5fWmDjH\nwy//LrndYXi8T1yPKDLN5m6JS9aozl3gyvu+m/TxlOPtLuW0Rm/HEIUBYb3BYqNCNijZv34dqTKK\nok9z8QLULtE9MGze+SS3959QVJsAWOeJuIkUPgtG+Ehlv++AdQY7y2NBQhJoKjIg0ZJIKWqhpq4V\njVBQDyWNUJKEimqgSSJJTQsiLYmV/ga76v9tfdt03H9X1/Jcm6QVs5Q0ub21hTMRM1kPvS7YIEea\nGJxFSIdw8Hi3w9JiE2xOECWkkylSaax8N+vAkk/6hI0aQiRYxriZ1VIIO/NCSGom4f0f/ABO+dPf\ng/OEx0EE2keJlhajQrSwbM4OjUz7sbrDgtDESmBqbezoCC1CkBorIu7v9DgeT3n6zBJWlkRhSJpn\ns2rUYUWBmnRQagWCiNxCo15n0LMU1oBUSGtw0jHoj6lVE482EDG2FBQ4vvzO27S7I04/fZX3v/A+\nDjqb6OMhe5uP+Ymf+kk+/dof0oxabD15EzXZQyiYTgfEQU5dhzTdiGwEVlaZhPPkSvr+aZkTuQzh\nFLkWyKCOCRtgDbkZQ5YxLUdUKwlXVmooLRhllt3BCOsEhhitJJkThCJCC+uHzh7rNiuq/MRGMQMa\nvhtaM7N8n1k7yf1qTLu5yOJ8gyhSPHPpIr3RkGCuQb1V59n3vofd3V3ycReFYNCbsPbUJcrMt5pM\nUeBbAhYVhmTTKcPpgEoY+Gxop3iyv8uLL73C/c1NrClwQhI4XyXiBMPxmLnmOkZIAp3gghis5Zmr\nV1FC4nPEmT1DAjPDxz/+6mepVUPaH/iod6Jbr6KRMvTtCTy76M6Du5w6eYZR75ikWiOQAeNJxpXn\nXmBvd2dGws2JgpAzl67yzte/SHtujmff9yFKK30rc2+PNHf8+ic+wfNXr/L93/89aAGTSU67NsfE\nDFDSZztUKyHvff55poMBT27d41F/zLkzl3jx6Wf56Z/5e4xFRFQ12HQMJsWGiuG+obpWECeCCRPa\noeZgdxszgt40J0iapCPJ4bjLYHdCLktiPYeSBfWowv7jPjoKWagAxZjNxx2iOiwvLfPg3gFbhyOk\ngCCqkEjFrS9t0t8POfHiMhXVIhvtkRWWMgmIqgHnzi1gyhGusAgxImuERNkUZevs3d0lW3OeTlDm\nBLLKqCzQDcnqxhzrG8/wzte/TDE5JHSelo3pU7hlsiJnOBjQjmOebI8II8F0ckx366tk44ywfYyd\ndjl15ilOXL6Eqq/S0HUCNfP+zRhUgVP+B44n5YaB9BRdIdFSYJxnX0TSAxECfBSzRaBQngjt3sUN\n+luJkv4WLYBAO4pvsa/+e3/jGA9SLp0/i0kszvlecWl89u5hd0y73cL/4juc9de8tDSzLAY/gBZS\nfmNU5GY8VYdBOAlaew9AEAAS63wpKqygUavTWln06XLwpz4Hsx+irw4kkkk5G7giwDhyJ3Cl3+iM\nEzOiot8QULPPJ6BzNKI0XnttBchZAIx1/s8Ig5sOvRZPKJywyNArhJACP3KLkDIkLSxZWuDKcvY1\nC4IgwOU503GfXr9Ld3SETae4zgFEMReffpEzFy8i6gmT/oDpYEpZlJRFibMFgoIwNFSjKXVzQJwe\nEGBmqYIKNAQYZFF4wCAhRjWgUiestSjykiwdU7qCJHacXWoSOMF4muHDtzyWwbNkFHamxvJMKn+Q\nCOG/34h3ESgKoQRzrRbveel9PPeeqyycWGFlZZX59WUuX32Wnfv3ydOcm2+9yXQwIKlVcMKSpql3\n7PrxmH9uhMRZSz4dkU4HJEHI8ZE/aFSgkFLx6NED3yqYDdUNsyhi4ajUWkzzkf+FltoXIUqyceKs\nT2ljhp1wvuhwM2yJ0oJicMS9r38BpPCycGt94SDACUNzrs383DxCOCZZRqRDgigiS6fcvn1zNsMT\nVJMmO7vbVOsLnD57hfFowMObbxNoAEVzrkWSNKjW5vncn3yJ0XTivzYBaZH5qFN8y1eFMY1ajUpz\njrMXz5OOBzz17DMsb6xx+uJVRKWFLXOSZkCjqRhnFqcdLh1yuHdAVG/TH01xEwtJgGq0mFtYJ5YN\nht0BYRSipGLYH3Dq/GnyYszSfBNnHS5NGQ6HKK2ZX2iSqSlnTiwSxCG1hXmKoiQ1Oc5ajCh49tJJ\ndCI4Ph5QXW6y1Epoz7eZ9Pv0eynjQcYkC0lqCarwqihXxlSDkNIaqs0qxmZEzTnCRsjFtTluvv0V\n4kpMtzdGBbB25X1Yl2BUwOkrz7LQWmYyLSm1YpoWBPVkJoc12MERk9zQnG8xVlWotIgkxLN4ACGV\nf54FhFIQKUGsFInShEqhZ+8HYtYFkT5/Rcxk4MGs5e7JGB7mqYXwWSDKf3wkBZH41r2qf+9vHMN+\nlxBDUZpZClZJoATGWgZpxouXL/CFzg2kE1jnE+KEc0xGJdXmLJlaWI/jsAonlVc/O4O21tMmhSaM\nIR9NEUKihSAg4tVXP0AwH3vp7uzq52aFsbAaVwqf4RCU3L/1aBYXqb14WEBeFqClD49yEiotysmA\ncZ5hZYBwBqMEn3/jLu97/iIRBhXFmDRDOoMxDikU0g1xg4KgvUJuImqJ4Cjre6WOCihxFFIhCkOY\nVHE6RM1S8Uqj6fcOSJ5oskvPwXSOqeuSYLj99pvoUvH0+1/mFz91QEtLJpMxk16JyQtUIFmeb1Or\nhkQ6QElFXQps0Ue4iKmrMw0r5CIELdBuhLYaJTWlTihVHaEbRNLiyoxs3EfrkLOrFXACR8C9zog0\nNVSqFaQDLQOE9pJeKXxb0cA3EdM4pFZQGsZpwe0bb9KoLlBpVjDzcLB/xGg85tpHP0oSJCwsfQ9l\nlvLVr30JgaAWBVSqNawZI62v+rST9AddyjIlCBLeev1PuPzUcwSBRgpHVNGUkwwXxvh7RgnWK/WQ\niksXL7P54C5U3CzSNSAQJRsb6zjjkNLNhBSzilCIWaSvYX//EZXeLr9/4yv8yH/+Dz1OYjYkxUpC\n66i125TWUqm0GE8mfPpTnyaQOd/1Qz+GVgEWw9r6Cp1hRqIkly+dZ1q8xG/981/hk7/9Gzzz9HPU\n2y2CowEnz13mzMXLHO50uXBG0WjOwaSHmGZezQOYIKIZBnTGY+bX1nnfq+/DKsimPc7GlhvZMSVD\nxgNLN89xCjbmFxmYkFqc0tlJcc0lltshEyVzofSeAAAgAElEQVR4euMpevvb7N25SVxvUWR9Aq0J\nKhWknNCoVhj2cnJpadkAWY1J+1MeHY1ZWq4RLVlWZEIYVpHjCUJYppOCONJ89g8+C1HEyVNrjHp9\nls+eRHDE6UsX+cRvfobVU1Wysk96oDjulj5yrNLEWkF3/wnVcI3Fdo2t+4eMBgPmLlzi0sU5Ht8/\nYn7pDCJ0fP2P/ohnX/0oWw/+mIW5mAd3BrQbixhlSFyDzKaErYjzy0s82RrRbM/T2fkKy6GXUJ//\njo/PtFQera5lhBIWBygnkMInXbrZrUIgMBKUU1hh8TuKRYmZyET456kUYKyjMMxUp36ma6xjHvH/\nyLn40+vbOjiuXbt2Aei+9tprR9euXaviUwAN8N+99tpr6Z9zT///ZeWm4PGDTS6/9DQPtnaICLC2\nBKcwTnCwN4YAbC5QzhHrhLNn1shsSlVUPB1VSuQ3vPp8Ayifj6YEYYgJNNoahFQ+RAnASZYvncAI\nN6v8BdI5nPRyNydKX7IKR1nkuEIiKQFLLZFoBUHhSALvJxAy4Kg/Io9jpvkYEepZ+p3AkvHGO1u8\n57kzGGsIo4Rs6uNKBJ7Vj82Q4zE2aeCEI6lWyScTb1QUBqVD0nyCmY5JRYnTklBqSiwmM4weHLGV\nfpIf+5G/zS/97i8j9JjevdeZP3mZP3nt99i+fZ/R/pSTp05y4ewSwhYY4TjsDLh55wnzrZDlpWV0\nEBKKEqShwoRqEeEEpLbCUM1RBiGlEGiTE5JhXUnpKljdhHoNQ0kpfCyuYsC5hRiBxBjBKC047GXQ\navrsC+eFAxaLcn6gHQiFC7zZr91s8pGPfRcIQZpPSYIq84u+n2ysQyqByEukAqljcILd/W3O9To8\nuX2DMy++7NE0wlKtNxG0SPOU93/wowyO9sjzHOMczUrLYyOUIi1KD6BzYIxFKXBlyvmzp+j3h9Tr\nS2ihfTtPSJzy+BufV+4fPeE8huKwM0CKmNQYRBwRBBpjSz/nmBUovcExq606RVmyMD+HVAEvvPIq\n+zuH/Oav/govvv8VNk6ewhYZ66tLvLXzAItjaWGBn/jpn+Lr79zEFhmHuzvoSMKowFrBwskThCpg\nPD5mqdbgOHVgM4wVLC0tEkURWkj/PIYx4zyjPb/MJNY0Vk/T2zZEgURXNQvLi3R2HlDIJrayQLN2\niOWYJ70WdrDD4dYuT19Zw6xucLh/j8iBbkaMRn36hxYlBZ3RGKkNS5fWmGaCfueAeq3O6soKh50R\nsojo7Heo1ioky4scd3sk+QAdL1JvRXSPcqaDgPyd22hpuPOVJ1R0TH/PUlswKBtw5tQqx3mf0eGQ\n0bggEm2GRynjTkGj0cR0Uh6+s0NtPqG+Nk/uFDubPTbm6tz6yr/i3MvvhbSEQgBTlldXefJgCx23\n6O4P6ZQPWF69yJPHD1m9uEJYPGbUL4mDjxIKgR9fCKwzFNbjeIbWEYNv8fqng9IZEALlDIUpMU5S\nihLhFFY4stL6W4iDEi/RzfHbkbT+v5eY8i9+cAC/hM/LOAL+MXANn9y3jseR/JVe3e4R+/d2ee65\nC9x+6zESS4mlsLDZGXJibYVRN2VxucWjRw+4ce869XCJxlwdMGgRkTNBlRqrDEZ46aFJ+0jb8Dhq\nozGiBOEdwrUgxIZiliT37lnjW0rOOYznjWNNyda9W3R7lrV2nWk54fFhSpLUSCiwhXelS1IkBUtJ\nSKcsMDP0uwtKrBUM8gm37+1y+dIG1lhEEOAK39f3mAEwk2OiSpsCQRRZitzgZIHIImRQUKtWkEoQ\nR5EHPEaBzxMRChVWMMDv/fr/xkot4rjQPHx0yBev3+HRvU1evfoyYrVEacnIZFjj0MIw164wt/gU\nlI7dJ0+QylILY5IkIoxCnAKEIHEFcTkkTx2ZSMj1AjaIKFWMICeRlkBH3mgoEnQdjB2DzcnHE5RS\n1GJBs55QUZJ/8Ylf5WPf9d1EYdWLI8RsYqgsWgZIb6JASd/SK4Xy+hSBZ5U54bt7DrCWSPu2X3Nu\nAR3XuPDCS74AwOCc4+hwn2ajzfbWHVY3ztJeOUGnc0glqXK0v4+xY2r1NbQrKJxX5FnhaWiTyZST\nG+tMpimNdgulBAtLa0gxuyUb+Y0WpLMGoSTCShqtFYbW4MqcUlcpjfHvC2aaP0utmpAOujC/xHjQ\n5+S5S4gHD1lZW2ZlZREbKIwpkFrx4P4dakkFXMFoPMbkOSuLTUrrTYjnz57l9Te+RphUMNYRRgn9\n3pCleo2VVp0bWUaYVMHC73zmM7xy9TmiOCafTshxhPU6z1w8y6e//GsEkWI46XN6bYMnm5tUF5fo\nbXaoNys0L79C587XaAeWfTfh5HrM3bevM7e2yMJ6m8NHPdzRhFqjzujY4JSlGVTpj6eUdpVRcY/l\n5Ta9yQGf+8JjFufaTEzK+tVz9He2aa2cYfP+p5imI9qLG+SPRshKweKy4ug4pb20SMU6jvY6RMQM\ndydEVctmMeSwk7GyugJmiskzsiQhDhW7+110rME6jrc6TPOcWm3AZDRATSyBiLn1uU9RrVYI3JR0\nPGF3c0och0TBiOUX/wP2v/YV4uVlnlpYYX/zFgfhEfMrq4wKg7QlwjkUfkboZjgR4aAnDMLpdxU+\nmNktxOCTBIWwpMahrHe1GSE8lcDO5mJeujNjbAiccSj3rY+Gb/fgOMs3g5N+GJ85PsRjzv9KHxwO\nS+4KukdHXD73HDeC+0RohFHU4pjTJ9uETHi7t8+dO10fuShjMltgrERZAXEApaaUpQ8xct52kxtH\nKAVCxeg8B+WDepRWXDh9BidnwfBiJpYTPpVNIvx7UlO4kqP9lAvrc1zfHvqYRysZpRMWK5ZpZnBW\n04y9KmpiHDoMWK5HHB73UUKBAWlilE4YTsZU45gg0BTFFOEUJYZ3HznbP0LMLUFp0REU0zGlBucS\ninxEEsUUojIjxmqUjhBhQqlCnEx49T1Xee0Ln6EsNZ2Dfdoy4NX3fhAXCZAaIwq0sIR4kYC1Dpul\nKKU4ef4042xK2ukyzqZM0pQwUkjhs8gQAVkpEHZILI98SwmNjdr8X9y9aYylV37e9zvLu9z91q19\n6e6q3tkb1yE55MxwWjOydhmGAcGWbAtyjMgI4gABYiTwRyNB/DXIF8NQAsWIZUhCMpoZjTQaaYaU\nOEMOlyHZZDfZ7L27uvbl7ve+2zknH87tliDAIyYIMILPp8ZFV6G76t73nPN/nuf3FLU5RDkkDhRV\n4T8ww6TMOIspSg20zgiwCJvSG3bINjJ6G1u01k4gHb7PezIytMIB/lQmnMEaS56lxCrAJGNyJxB5\nRiWaIqxUkKLCuQvPI4Wg324jlUMGEnIPmcQ5pmYXwFhOn3uGLE9xwocohZZcePJ53nv3LZzwowQ/\nMnDYokBrgTFj3nn7DVZWT7GwvMzuzj7PPf+yD9sp91j0F0L672H8/yGq1en39jE4Lj31ObSQ/pYl\n1WOn4HiU4KoBaZahleLe3U8nqHg/8pppNMEJ4rhGpZzSG48Z9sdEpTIrc8f8DS8vcGmOxXH1zT8n\nKIWcfuY53IWLZOMBUaXKwdYO01py7ZMrrF14Gpem3DsYMT83wdsU/qC0tLDIzGJA0k0Y7FvWrx/g\ncknfKiqVCrXpiHznLsXgkEGpjMyhvVOg6y0GB32wAeVKSJYYqpWY2okyO9c2GDtLdXqeu7c+xJox\nzE8RqBKtpkLJCJFkbN1+iJaSd777HUpBSKSqNKZ6DA8lUGN/Y4OgFLC51SEfpZQbJRRQU5Lu2BJb\nwbG1ZZJhRlKkNJtTHHY6JIGiGIwJXZXpVoVOVIG7GSrWTM+MCXTCU09f5M0/u0KeDEicI5A1FAmZ\nyTnIq5Q2djmxeo6rH77NyCiOrTZZPHUJWVkgLBQ5DishLQxGWDLjTR8e9Q/KFX7cNNE6FZ50ba2d\nKNkBVliv/1lfk5xjJ1QNPwI1eHyOmPTS/7j1WcVxAajLly+fBUavvvrqvVdfffWAv4ZY/1u5JtH5\n3njAeH9Iq1lnobnAhTNHEWGPNz+8TTYyLM0tIQOF0No7b61DWeG5/9aLsBRy8oua3B9EjpY+to8U\nBCrGCIdWmieeefLxpuEtPuovHT0YAqcQzlseF45MYbMUK/yoSggDzpIWglArkjRnpzNi/7CPCEO2\nu5bdbsby3CxCKKx0lKKAjh3zyY1NnNDkuUNEEca4ydzTQ/ooet7Ro0uEoU+8K+lZRlppFJpA+rR8\nIELWFo/hVIhQEeCYWZ6jsbJAu79LQ2qqx1aw5RChNaoYIUdd1LiDTXrY0RCyAhmXMFFEkvn5bG12\nGRGUQJfICk+F7fSG7O0dsLnxkAfrW2w83ObunXXu33vI9p2rDD59g+Tux5yZrlCNy8iwRBwFxNpS\nV4aKChAyJNVNXGWWRGl++3d+i3Gv8zhlLyU4NXEbOUE5rlJtzlOu1ahWG+zvH5KNcopkxDDp891v\n/XuGvQP29jf4wZ/8LtYVtBYXfciSCRTIOYSUlOMyURjinEFLzajXRamQKIh5+PAWyyvzRFGIcNIL\n3tbhCi9kl0sl4lD7W1gQEGnJ0sICOLyxwvnb6iQ9gpg4rKKoglMxqJinn3wOK32niHD4jI8QlGsN\n2v0hhfGJ91Jc5d77fwHpCKSgsBkFjjiO2Np+yA///DXeeus10sLwza//X+ztbJEXOUYYijzni698\nmS+88jM4XcJJWFheIgoDrLNUVpb4ype+zJXX/gwnCoTLETqg0WyR5gVaKqrNOnGtRs8adBjTGfTJ\nnG/bHPaHdLYO2dp5QJ5biv6AWrPGeDTkYPuQLIMkHeKEQlQkRhs27+6SAkmaMrtUgyylSEL2tgZY\n5xgepqSjFGkVIheIzGB1TpqOPLduIyHpHrBx7zpBFLO70WVq6SlcNM1wLOmPDVv7GdVZ72xKeyN0\nCKXKNN0k5ciJVZZrU0xNL9LrpgjXZLRxQKG7FHmfPBkjKHHnxm0ufuEsjXrA/HSDKLToqM789Cw1\nMySN2nx89yrx6jwXLr9C1Gzy4bsfsrlxi/fe+TbdpMdgbBhkBcNCYK0kNx526vB6pBOTwifBxIBh\nKfAsK2sNmfGlcNYZzKSzR0lBSXqGWqgUSkiPMPkbYFWf9cbxFr5kaQHf0Mfly5dXgcP/N8/wn8Sq\nN2pkNqEYOW7dvc+p51b56P2P2O0EFASAZbdXMLfQRNpNLH850ugOCurTAY9ZqBOOkh8ge8FaOIF2\nAqsjSqUY128T2JD60iyTiTRuEtiyzv0l0n0i3ErgzmaXGoIjc01ub7VRaH9aLBTzlZj9XheEoIKg\nnaQMk4JkbNnvt3lqdZqr129zavUUn9y9gSgE7YMh09MVVCgpUt8tYiePHe0sbtjDVhtIFaGCyb/J\nGoQKMVKjtUYgCbTmF3/pl/mf/v1vMys0f+elL1BIiQoi8sM2tfPPeOIrFtHfRpF4eJ8MMa7AYVEy\nxxSWIGpAXKPIM7TLiKrTZIMhzmmk1jhyijRhv2ewxsCkqTGQGaEOqQwc//Q3foX/+NrvEeeWUhyh\nwgaLR5/g4e4+lVJILKEkJeMsZzBWTJVK/O6/+19I04RSc5YvfvWrnDh3iSzJEST8u//xv+FX/sGv\ncdhpc+3q+1QrTQ4Od9A6JCs0Zd3gj771bYTWSFEFJ9GBQmkFTBxaypslsnTobzQO0tEAKSKMsERC\nc3iwzxNnzrNz2MYJ4w0SuMdC5t27D1lbO4JJxmgds7g05/MewqPzpbDkzrcmaKnIrB+JVqt1lI7B\npASRpjAWnM+VhEGMESm1Wp2gXCFLR6gw5s6DO4Qu5d7b30RETc6+8ktIawnCiIXlIxTPa9Y3NviT\nb/0Rs60qYbWBsJbl5RUKYG5xiahU4kil4UNmhcEKRZFlvP6Hf8SLX/kiv/Lr/5j3Xv8+7+7u8NJT\nzzJMesjCIJWmXpumocvM1qYwTYvdTJFCYHoJZpwzGvXRUZUiKKiUQ8bDIUiFkpbRKKHZaJEWQxbm\nKuw8PCCozFJtWcZbXR58epP6wnHE4R61+SmG402cLpE5Q71UY9DtI2o14sgQBSnjHPJuD8pTBCbB\nFJKoMoUyKasry+xubSJ0xHC8jgj9e7nXz5ktLeBsSkVG3Lu1SRgqhqMujcYsDw/v0qxXKYo+lZlZ\nlNUkJqEUlLlx5y7R0Qp6O2dre4gqQ6/boVktEeQjzMoM5Zlz9PbbjMsL/NTf/yrb9x6ycOoEmQ4p\nIYhc4DUvLHbilJq4cjFMjCDOUViHmTQFCuvHWsGjXh6hEEJQSDNpCoRAiMmTT5ML+zekOD77xvGb\neG3jEPjXk9eeB37nM379T2zlOSwdO8LOgx2yPKMkQ8aZQE/EJQ/8lgjjRU6cF8mNKRj0UxozIbZ4\nBJrzTgaJwlqBVc4LlUJglSAqBfQElKOQQhliIZFCMrlq4KRHIGO9xiGkJTcF1ik61nAi0uTTDTYP\nRjgE1hrKQYwTQ3CWMAzpDRKcgByJKxxXbu/y5OlTvH/rFsr5De/ew01mZp7AjFKM8EEwnK+JLKTG\njvYJay0sAWHZkfVyENrPzpVn3kgtCZ0mnm7yL/75P+etr32P+dNH2Dnchyzn9KUXyITjO29+l7xb\nENsRL148xvRUEymd54ClBjMhyDozwGU5QbmKUTXCsCAvFC7zIDvnBDISRKJLXKohlSMshURhjfJU\njaeOLFEsTzO1uMbhZockHWJHu+wdbLF1b5uv/PQvsXruPDcfrjMe9gisox80CYRhqt5AuoJ3Xvtj\n3vruHzFIBgRxhZ/7e/+I7732GkZIlPS0WKPKCFlGB5L6VINUGCQlUuMLbkKpUUpNtmLf3w4+zyG1\npsjG3o4dGrSV5KIgDkK+991v8NQzX8YC4cQebIoCJ6BcrTDo9VmYnScM4fz5Z5HKC/4ShzG+As4J\nMJOedLCEYQxKIaMA76nxyIhHuRKQBALCao0kGVGtVTm+dpqN919neNhBhglT1YDcGKIgoDU7w87G\nDitHl1k5ssQHH3zI7/32v+Xv/6NfR2eGuDHNdr9Hs99h6mgF6wRbm5usrK1RnWryxOdeZP3+Fh+8\nc4WXv3IZnRru7e16pEsYYAXEtQa3rt9haBx5anypVygYDtqE9QqB1Eit6A4L9tp9lAqIlKJZqzAe\nZPRyyYnjzzDurqMiGPV7DNsZYazQRHQ3HjK1cJTVY2f49Oomxxar7G4MOBwMMc5wcm2NWVvj03ff\nQBQZiY4IZUSWFxwc7POr/+p/5t6PPiAZ7JP2byLLHsnS3x5SqodERcjwsI8IYTAcUNMheT+lNjtF\nZ3+f8lSNfjpmuj7F9voe+UGfUy+corvfQ+YF6RiSQR+D4qkXL7J3Y5ftzdsU2mHdFq43RgaO1eM/\nR1Bf4NSlFQrniKW3+FtnMdbTbkMyGAxYbz9gavniBI8OuRMoJJHytbBOOGLn2XkKP5LCWaKJ5pop\ni0YjpEE4KAlFI/zxXPXPtHFMqmN/7a+99nvA733mJ/hPaI0GCaW4QVjvYo0hLCKEMDgZIJz/8FsB\nw6QgdYbISFA+3zAYj8DVcWYShnE+sekmowAlFUWaEMYxoZTkQhMKyfGlE37cJR7hRcRkk3KPr5FC\nOgo7mVw579G/u3nI0cU6Dw4soYNQlgilZL5eZa/TJVSS/fEYZfUkIaywROTWIZWkyB3SCXq5ZTxM\nCUsQlcsUg6Efe0g8zFCDcClCxUhX4IEsghwIlEMJz7F54cJ5jBC0ymV+5h/+PP3hGKcEQRgzUJLt\n/S2KjsQRMHJl/uLKPueX+px9YhUB6LIiHY0m7iyDMANsP0E25slcQLkh6bdzlCkhUURITp5axTlH\nOYo8H8xZdAinnrlANS5x4tR5du7+EVGpRW+kCElpb3d45Rd+ht//+v/JeHMTpRTlxjzl2Xm22gPa\nACIlsIZKUDAdl7E258+/+X9TisukUlOfblBrTGGDKkVuePaZZyiylNPqHLYw7PaGOOMhjFJ7KVFZ\nhwz9CHI07BCqiKhcot87oBG16I9GVGpTlMKYOCwThgFSC3AKZ8HYHBzMtqZRYUjmHIEOkbZA6YA8\nL/yAyoAKfN9CbgxK+1OiDAWBVFx8+gXv5BPi8YaBs49NgJvrt2lNz1OJAuJSlbA2jdnfItclZhoz\nGGdQMmTr/h3f3+B82OzSpSexXEAFVbQZY/KCnds3qZw+TSnSvmjLgZGKva1NAq1pTM/RaMzxx3/w\nNV545RXO1aocjAds3/6U5KlzVBs1IikYFQKtFIaccr3KaGwRuoxwjvZoTKPaIggsu9uHlBZWGe9v\nIyOJHXWoTis6W23y8QBpIqpxnbFLIAgxNmHU3+S9P7+FdfBxZ50oDDl1bpXISq6//z4H3Zy4FhKF\nZeKwQpp1qFcidDXmG//bb9GanuXipYtc+dF7zFTLDEcpYmTY6KQ0q46oHBJmDqkULrCoUJEMRxw5\nvgIuo+vGBI2IlShgJ5Jsba5TL5eIIo0s12it1ZFOcv3994hQNFeX0TYld4panOPWzqNzQ/f2+7x3\n7yYnz1yguXxxEgAUxP0uf/qd/5VauUzcmmP+5IuUQzWBtlrCiXYnkChhcAhiqZDOkgEhcnLc8QpH\njCcOGCcohCFzktRaoh/zXP1xdNyXPsuD+dVXX33js/y9n9SyNuf+vUOWjy2x93CH8TjDBeBSX5gj\nnBf98tyhlHcqWQHKOkaZ/+E7ABmAzSf6hs8EaCc9X9AJpFJIHRAiOHXulAcdWotQbiJxODBeO0F4\nTN4juKJ1XgDt5rC+22e2EfPksePEU1WMguXVR9WQhoevv4vAerSJMByZneHKnQc8f+Yk71+96RvA\njOX2/Q3OXjiOcHZyfRVYKxDKn1qzdhtml4ikRgQSYTSBDrxTS2uE1Dz9yiuen+Un65Mxi0UIwcga\nxDglKdUQeeI7uY1E1Vt8+/UP+DtfeBKMISyVsMMCo/xMVTiH7e0RTC1jnT9tDwcJzkmcCLFFD7AM\nxyNCHWELhxmP+N63v82p7phqqUZz9QTZ1j7/7T/9x/zp++/xm7/xT9juHFBqLbC7NUCYjMHOBopd\nfvFX/kt22vvcvveAw/1DUlcgMoMSikA6itwQq4LB5j0e7K4zSA2N+RbD0T6lUp1yHJEWOaJnsKZA\nyhBXSETocepiktZ1hSWox2ilWF5b494n12nNHyGUkpu3b7B28gx5nuIKh1UGa62vQpWS3BXUVIzQ\nima97s0NUUSaJEhp0ZPuBYeHbXqIoaMUaGQoufDEeSQePWMnriohJIXJKMUhYVAiNRkNWeHa9SsE\nUZ1CRYwLCa7AFgWupBAqJI4Ldm9dp7W86kdjOiQQUApCcmHZ2HzA9MIce/v7LMUlFpeXKDJHvVLl\n+kcfMH3kCBmOi8+9yKCX8vZ773D2+EmeeuFl2odDuv0eNvXOxFKlQiwlw/E+aIWwCXnhCF3EsNfD\nqoKpZg072CFLU6TWiEBw9Y23GRdjGo064+GQ2eYKw4MHLBxZpdfe42B7h1KticzaDFJN0GyxfWuL\n8XBEb+hwYZUit8jxCFseM+ynhLEPXx5ZPYbprPPm979FtVXGlZvM6FnadpOnX3yWT177M6wrcEFA\nHAV4t7RCBYJk0EUI0GSs39slyUecefoED+9s0B4MCPUUg8MecxdXaO/tI6xGlSukvQNcuUwUNVEl\nycH6DZ76xV/C7O5QHWfcee/30Q8/ZnrlaTbe+yGfe/5Fnn3558hzy8zqcZxtUOAmLRsghT+m5his\nUQhhGZoM4STGWR8yxaGEY2yMP8hMDCRK+BBpELr/bxsHno77Ny2v+v5tXs5gx13ybBYTR5gEQhVg\nrcGhkUohpPLgMOln1w6LkQ5jLambiI04T8cVFiX9CMoJyIqCWAMSdOHxF43l6Um/OH8pVlkf9xdC\n+Z4JK8AUHpKnHK4QGKEY5pIvPXECNVXDOkdadMmSnGpUxxHw81/4PG9/+DHdgzGRDtjPBhgX8eDO\nQ4JKRD7MAMNhYnGFonAFUgeYwiCVmOSsA2zRI5Qr5CIkiEpkeY4o8J0iAFmOrcSTjdND5p31Yy/r\nHK//6CpPzjSolMtoVUGPOmRjwxjNYV7me29c46svX8IWBaKkISkwziKkBmNx3QOozRAGApTx83KV\nkuUKaR06KFF4zCdOOA57fdavvUVl6Rz9nY+ZcSUGaYcT8y2C6RkqRcGT55/i1gfXCOMKBwlMB5rd\nzXWmFmf53DMXPVrDOO7dukN3nHC4t0+Co1tYpEsp24JqSZH2Brz9ne+S5AmZLVg6ssKJs8+RYymK\nBKG9lREhCLT29tmlY5jCYIoMLSIWVk9SpAWFtSyvHOfGzRs8//xLGOEF7NwZCueJxiRj2qMhlakZ\nNh6uc+UH3+A3/+W/8W2BgJGeWSUlBE4ihMMIg0WQ5SlhGEyurjzGtSO8kUPogH67zWz1CCrQWBES\nlss4XWL15CmEEP69ISUlXSINMoJsyPqbX6Myd5yZ00/jTEFtepaNrW1KzUVe/8H7lIMf8s/+639J\nt9djpkgRWrPz4C7bD29x+tLnkKpEWIo4f+4iMs/p7e2wfGoNJQKKQUFQjen0DimVmsTxCaTokSWH\n3jqtFXFQJctGpPmQInFMNVvk0hAnBwTzp3hyJqDX7vHp9SHjUFGplti8c4u4EQMFo0EPV+TUalVE\nNuLwcATWkRYFl156jo0r75EVI8btnDzNiKISZtzjwfU3EMZOtEyBHYzo5I7c9Fj/0Z8Thoa4PA1R\nxqDTo9EoEeDIspxRUWZ+rsao26M0ZSn6Ifc/vkGaarSKcVM5aPjk3U8R5QrlumI4ysgHI6wsocOE\n3QPFsz//q/zwd3+HxUUJ+T6DwnD40dvMVEPU6Ao/+vZ7HIoG55/+Gb7/7d/nzPO/SFRb8CMo6yhw\nyEmYz5fNWnIHQhRop/3DSDhw3mrvhG8UDIV43Aj4GHPxn1g/jo77nwWOpNKc4qkvfY7cSqozEaM8\nAecR4IICWRQ+lRt4dIhmgqfw3htwgjk8P6EAACAASURBVHwiFVnpT6rGeQDMI3eOlhonIAy9R1qV\nJBLlNXQtHmc4pPOilgSc85J7Zg3SCaSQLNdqLC3OoJpVukmX13/wPg6NdgqE5dRUyOmLl3j+yXO8\nffUaS/UqV2/uIaRiL7c8c3aVH129iXSaosjp9YZUqgFhFFLYBGet5/lLB9ajPnKhCcOQMV6M1cpD\n084fO+ZRT8KHgpi4epSUDHKLKKTHfuQOYQUISxgahqOEViliXFjeev8uLz59Amt9IyLOIYxBaYkw\nYxQFmVOUamXGPe2b9GSAkxoptG/Psx5i6Ar44KN7xH3JwtIZDjfu8dFbrxE2jvLad79FqzFPr93h\nwrNPMtzr8Ru/9gu89sZfcPPBPV5c9B8qZyGQklOn1gik8iqFVDzY2ePTT24yyhKSSdFSSMJUpUxd\nScbdMZ+++Re8+90/IarWWVxaYXZ2CmkEgbITyLoDAUpHbG9uUK41kMofFlCa8xcuEqgJTwiHLSxF\nnuOcQ8dVtjYesFCuEJbKnHvmZ3Em8wlf4fsTzOSD7BlD9vGfX/7iF1ESnPHobO8ekxTOTn5fgub8\ngs/VBBFbmw+oNRoEQZkXn/+8b7PMUyZRc6RUKBUw6vToDT7i2IUXKZxDSsHs4jxHjqyxfGQNkyYk\nRUEy7JMVBXlWcPr8U3QHCVfeeodGs8HZZ58HpSgrTa3R4ut/8l2++OzThDqgXxQcPfssW+t75J2H\nNFtlkk7qswll4VPNgWamOcWoO6LTPaQcRHzl1/4r+j3LbnuPtH2HWG2RdvtEUhDUyvQP24QyZJSm\nzE7FHAwySirAiIDmbBXV6/Dw/XfJsjGdNKMSKOqLDeqVJqPeAB1X0MrgTEaajbBFnyDUkCq66ZhK\nHFFkfVqzp+i0PwGp2D/ssLh8hDwc0aiGtLczmlPTdHd6dETIuUtPcuejHyHHAUKE1KuanhlSCEVg\nJSqsUhQpo27OsLC0P/0Bp8/Ps373Q1ypxFxzgdUjDXavvo9V8/TNkKg5zfe//6c88+WXKaqVSfYC\ncgtq8uSWEqT174tAeqIFdnJYmewNDoc0fjSZC8cYi3JQMj9+5/jPYnP4cUtLeP/Nt7l15UNG/QEI\nRbPZRAWB74/Gc+2dLTyAzuQI5x7/UI1zKKl8yQlgnJyktSWFAx1oIiXRWiJkQC2u+MIUPPJCPPr5\nT9LjAj+Hdta7IiLnHpNWp5t1aq06Vhgerj9EoCaBQbBOcr+T0t3bRCN44uQah+OR59cIz8xy4wzn\nDIVzGByddg+tBaAnrBp/e/DfjwnAjUcgJ3B+k9PWcGxtdRKa81uGvwL7c4a1AiUUJR1w6cQRjq/M\nUQoiKLyQm1mLFJpeasjyHFMYlA7898CP5gpnIUlBKK8bSYcIFA7NoD+kO+gz6PdJx2MwjjgIWTmy\nQjVsMN2YIp5qMh4cEsSO6z/6AcODXWr1GsV4SLp3H8h46vx5OuM+Ssq/vBY7N0mTT0Y7rmBpdpov\nvfwiy0ePkjsFIiSVJdqJoG8ERkUEtSbNmWliHfCHv/9/8N5bryOVRCvtR3jOkucpg36bbudg8nOa\nbJYOivGYIjePmjyQcvKWcDAYDmk0ppifngWhuPTsM9i8QAehd27hHwZSikkg0W/yCJifm53Yvj2b\nyDn7KPbx6I1HUXhTJgKOHD1BGDwai00BTNLFhv54AHhYY6E0XafB+c1NSR4R9pBOEJZLUORUK1Wf\nFXCG5dU1Xvj8C8zNLTEc9ti4fcsfuQLNyCT81EtfoEgzbwGtTXH/5m1OHD9KLhOyLEGF/pYSl2Cc\njPyYVxREJcXM3BRzK/N89M4nZE5Q0oL21ibWSOJIko8TqtPLREGV6uwKF544SZZZigLavQRjBZ39\nLjIMEMKQFylBoCBU5ElCtVKhVisx6nUYjnsMswSR5/7Gh2Px6DyBy7HCM8ZMeoh1gkE/Q8UV9re3\nmZld5MGdh3QPRyTjhMWZJlPNKp29rq8hRpI5RyJHBBbyXkGa5hhjicMKQVynpCPWP73G1u5HWJti\nzIgk2aa7c4dOf5/D9hZW5jzz9BdYOn6Kh22BcCETw71vLRVMpgQKO6kTFrjJ72mCvbCOzBiM9U4s\nhz8EF84i5OQc8eOeq5/l4Xv58mUN/A/ArwNzr776auPy5cs/A6y9+uqr//azfI+f1JqbqvL3fvpZ\nn55GMy4EFXuM4aLC2MKTJMdjkiSlmc7R3+vishQhQnLjOfVFYUid8diKScBK2gIhAoQVRHFEpEJW\nlxZIrSXQvgrVC+FeSAeHFB6m6FHWfvfPTM7JmZj9tmNmeR4Rad68+gEnK1XuI8EIUP6mkhnFD69v\n8JITNJeOcfzECXY2ryCFpllr8mBjh6gWUfQysBJdKiNkiLH+YWBHuedeAcZBNmwTxss4rf2bTDqQ\niqXWLKuXLvBoyzDy0WgGnLVEylEOCvb6I3Z3fSucGg05u7bA5sEBzhYUGEyqePfKbV565hyFsCRZ\nhhSCwAmcU+TjNlG1QYF30jgC4tD3VyitQHmcuFEKJRVGVSiXJN3N21RFxvYI3v2P/4HCGG65tzn1\n5Avc33hAnKS89do3mTv2BA/21nnz1W/wlZ/+KjOLqxz2hoxGY5wFiSG3/iMWSMmZM6s8cXoNKRWb\n2/vcvnWLoS0ojCMbS0IVU4oEc9Ume5s7/MXXfpetnfssrZ3g6S/+XXCOXrdDrVqlFEdkaY5BcuL0\ncW5cu8LMwpK/feEtk/7mYJFasr5+m8FgHxlI6rUaeT4kLpXJspQoDP1oE0cunB+TAo8raNVk07d+\n5GdxEwNGgBA5oiggDgm0ZHq6hSgKcmsJlO/eMMbDFlvVmGHq0KUGRkfUmnPEyqehpY7YXr9JdrBN\n1JpFugBjLVNTc2RFzmjU89TWkuDic+fR0ee5cfUaae5oxJpaWCGINYOdIUWSMIwOCHP4+MP3aC2d\nRBY96PdwTjAajikSw8yMZGa5xZ0PbxDqGgOTcbB5iEjHHPQ+AZkgqpqss4PSkn67C1pSWlrk5o/e\nJsdRqbUYuTaIHBlpFJbeaEQQBlx48ix3btylyEMert+lMTOPJmWUQ0lphgSEKGqlkFG7y6BwTEcR\ntfIs6zt7lFEExpEVlnKtyq0r13FaM7U8R+AEYq7ObJqw9XCXSrPBYOwf0VPTS+zcvkdmHcoppCkY\nmw5RWEHVodaYJ8hHiBB6WYYZW+arJbLMgnao7JDXH3zKi1/8Zd5/9wrWqccHBsOkj8M4cuE1D4ND\nOYGw/oBmHwNAQVl/iHHSm3hiAdaIyTb0n16f1Y77r4GvAv898L9PXrsB/Bvgb/XGYYEikaRujCMj\nDAIaccCsSxBO4aQjUTFFJaJZu0ByNMUIhTGQDYYMsjEyz0mzDCUMcaAQVlLWUAkjfvqnLjEqUuq1\nJmtPnGVcEr6PWvrAncNNGFUC39PhnTRWCpyUFFZzey/hZC2GOCAROd3DIfe6CY2ZGp3dof9fOJ86\nTgvJMJPU0hGNqARlhRhbonLMzuGY00tHSZoFGwfbPNjcYGFhyp96VYgTxWOcshWQD0aEMx65oQKJ\nzAMc8MzLL2PjGOnsXzmg+NuIMRYrJN2RxCiJEJqiENiwyYOdPtXAUF2YZWNrF4Gj0pin0x1SqQcE\nYUiRF572i0U4QT7soqpT1CoRg0TgMu25sVqhpMQqiVaSz7/yi2wdtLn+cIfEKqQdsbNzDSFjWvUG\nLmpy9cZd5o8eJxlts/HwNo2VY7RKC+z1IcktNz+5xsHeNjp0NJuzrJ08Q5Y6drs9cNJXamJxFpYW\nZllZnsEZB0qxf3DIw/v36RYJIhVUAghrEfNHj3Hu+CWG3TYHB/usnTiNAHqH+5TrNayRvPqn32Zh\neZ4ATzv2D2w78d874ijk8is/y8bDh+xvrfuckPOIdOEkCAMqxBYGLQRGeqFcOEtJWmIdMTKJD4O5\nR/fKya1XCh4+uMH5p55HaZ8ejsOQaqPhHybSkRQGYWD34JBWa54wjnFS8/mXXiYMAoz1oVYtA/Zv\nfA8VRujZU5w5f9onjZ2gFITsbO8wvbDEwtIavf1tzl56Am1ShKwTljRJmhLFVeIoRBUOVa1hBwM6\n7TaNSo0k6PPsCz/Fh3/2DdaONxkMRuzs7jG90GDcKxh1DbnN2dr6mFEn49jFZ+lu3kTHFZLxAeOD\nLepT84i5Fay8itZjilEPZXOffcgKDnNBfapENs64ffsumUppVKaIoip5ZokrNTCGoBTQUJb9Tkpn\nMCYSATUdIoyl23lAaB3SCMaFxJgM3IBIlXFjw9j1sYHGJj16gx7aTRE35+gd3gPheHjjHuMsY2Zt\njlazRtEest9NaM2GGGfo7G7QL4WUSpqSCMjHPTa7I8zYoKOMvKp46ukvY63i1NPPYQqFcaDFhD31\nV0IYyk4o2Viskt7q4yYjdXydrA84M6E3+wOk+xuSHJ914/hV4POvvvrq1uXLl39r8to9YPUzfv1P\nbK2vb3PnkyscmZ1nYeUYeSTRNiexFpNnSOcIlK9XnI0cNnC4bIxVknFN0h0P0eMes60SEj0Jovu+\nC+G63LzyAVEjphuEbNx+j2Rjly8d/WeAF9AFvrJRTARmMwGUFabA4lOcuIDWwjKFNHx06wbWCNpG\n8PRMnbcPhmD05LYCc40q1zY2CUzC1OIRnr50gStvXyFQitWV49QqIbduf4xzgkSHZKlFBYU3AAhB\nYMFNQmvOeeEMFaADiZQ5kSuzuLaG7wLxNyWfETCYR7huayfZFEu5HNDv5wghqFWbbO52WKz1qTVr\nJN0h3WzAx3favPi5U37/KyYuMgNCgR12UI1ZMN6UIKMYZ8ZIEeCcRCLRxnL+0lnmhhmmfJul6Rky\nm/NBSdL95H3CKEI2poiFIO3dh8SQUucHP7pLKVAIofjOd9/g5S++wPKpU5TLFWxu2dzaYdA7YNDt\ncOzocVqLR+gNRoyGGVb4D49UXjdYnJtlZWHWO9oEHO7uYpMeSeporp1EBiELK6uec2UdZSmxucWS\nc/rMcebnlhBSYSVIJ5FqMmS2llArdne3sUXuHW1O+BtWlqJDX6pjTYZBICdzTWsc0km+9fv/gf/i\nX/wrZJKCeKTPeW3D4d17zfkjFFmKlJrD3S2m6i0+/9IrHtFvNdjC23gL5VH7OkIFFU6unaK/f0Dh\nDFZIhsMx3f4YGRQMkuu8XKTkaUIcRzSaM9y4do27n1xjb3+P2bkZlhaOYo1BCEv7sEvYqBHFMY1W\nnX7h6PZ7FFoR5T3297poCe++9sc88exJ7n98DcIWnXsjLp4/QmL61OMS/d0+M8fOcWiusX37A5pH\nVknb98hSRzpIGVYLzA+voaUjCgPiuSUe3rxONdQYq6kHDpk5ilEBZoAMNEEtoEjapHnAaDSiuTSL\n6fXYHaVM1yoUuoRWYIsCYzWtpTPc++g6eZihRMA4S6iEs6ANwqXkqSUINMW4R71aY7A9oDvURJUa\nWSKwYcaps2tI0WW4vc3MsRZK53Q6e7SaTWZPrdE/3KEUlxkMMooCUisxusZocMjKiWfZ++QdhknM\n6We/RD4ZTGmhCFyKsI7clTCB884qJOEkTyXlZGRuwYnJoXZCQYiFv6065ytqf9z6rBtHGdj9a6+F\nwN9qMi6AQdNJBYOHKbPLZSyGr33vO0wpzVSzzsrsPFNTjck1TmKKFJvl5GRoo2kFkDdK5ElGoBXW\nhggBMtQ+fFWJ/YNYOcwo5eKTL8HEwmseTRqFwk2uhqGQpGJi48xzT6eVUGo02B+P2Ng4JHQhBsvm\n+j6VUDBO/aQ11hH16Sq794fc2O5wJohYWF3jcK5Fpaz46OonnJxdZkyGLjTWpXS7I5pzJY+8dJAJ\n0G4CX3SA0ARaUI4qDAddQuEwesLXevTvxI/bpAQpFVJJlFIUzjJTjej2U7QLKFciGpUpOmnGycUa\n/VKZh9s7lHREOhIIURBHMaPxCP0YeW4pZSkmjInCAJdrrNAINUGIS8UTy/MeCukKlmamEAEEuUKH\nIVNRjeraCbZMiHCaaqXMpukQMFEJncQqfEWwKpOmBXkxRCIwKOqtZeYWfe5kb3uLfrfDOB9zfO0Y\n1dos7e6IrCg8d0o6lNRopVlZPUosFeVA0ttbx+qYIK4iHMRxiTiIMKog6w0JhGR7d4eDgx7VOPBK\npAUnDdblhDpg72CX5YVF2of7vqZYh9giQym/iRTJpGfeSvI8R2qJkwFf+eV/iDUZYiJ+TDwIflzl\nvDh//PhJxsMBUkJzZgZlJBfOniQf9b1mZ709eGFx0Zf7SMglhA5KYcBBbpDSMT07jYwbOKU5cvoS\nwljmZlpsD1OKXoejJ87yjT/8A6JIcHx1lW6vQ2t2nqyw+F+foxKHLC2vcPvTu1hr0UWBqgccPfUc\n5SKl03tIqRwRxi3OPXmMnf19+skAlxuKeEioMx5cfxcpDVjJ3m6HqiiDaTPdiuj39xmJA1wxJExi\n9m7dQDpLUSqRZAl1qUgKgy6XaB1pcf70HB981GV24QU2b71Hfa7F9voOT5z/PBxuocMOGosrx+T7\ngjieYvfBQ0qlEkFUYtg5oFYOybIRZaEpzTSJbcGoKNBhGUFIXipRbA6R1RpBKWJKOrY/vU0QB9Tr\nZbZ3R9gswTlFXK/AuINLLYe9LiKIyIYZlZOrDLZHrJx9kX7vGnGlwUpljfUf/g5595BUaE6eu8j2\nzn2OfO4XKGwJYby1U01KvYSSMOFVSe1jBIF0aDdxYEnfzgPeOfrj1mfdON4DfgP4rb/y2q8Cb3/G\nr/+JLQEIo1Ba4oRDKYlWFTIbsrFnGSUd3M0dTp08xrsfvE4sS7Sadebmp6lUK2BjQu3xJEYInFaT\nEpUALZrMPHGB9vomMhD0TcLCmSdIAeMMj2Qpn/kTGPMoOOjZME4AxhHKEBlHPLz/AGl90bzFcZBY\nzq/OkwtJnmekmeTTO/fRJqBjHBtbbWaOn2Czv0ugm2ip6HV76CjG5QU4S2fYZ1ZO4YwhkwphLE6D\nk14gVkL4N0wYEAjBhdVTPiE/Ici6x6wtUGiYeMAFhtwqpss11l0XJyEOY+bnZ0lMzp179zl/6Szr\nm3ukec71++s8cXKR3FikcGCcv1XIglF3n3jxOIHLGMkAIxMCGYAQhCrgqS/9LChNGApQIz/mkYI4\njNgVGS+dmGVt+jxbO4ccmW1yXgre/OgqyUEfI/1G6T8dKapUAmt8R4oTpMaRjTJwXuAuN+vMV1bI\nrWVrc53O4T7WGeYW51hZOsloPCLNzaT7QzAad9m5ew0VlD0M0EkcEhEoVFRGxXXefeNNWvUKQRQj\nlo9jhCBQCm0l1kJcKmOd5ONPrqKDgGI8IizHk3GUIAg1Ism9qQCLEQYtFNYZlleOUGQJOopwSYYz\nlkeEA6RA2ILO/iZxqYnDMd2co9dtI7UvBXLWp/0KW9A92GH+2BpCCOLpKaQArQNcViCA7v4OQVyl\nsAXPv/AiuILCCrJkzFS1QuHgqRdfYtDp8s0/+DpHTh5j9eQZrIOZVovOuIfQVZozU7ibD6gtHGN/\n8y7Z0JB/8iNaS01KJbh9+w716TLrm9soIRj2h7RaK4wHQ6Ksi9YKa0JSZxC9HpXzp8lu9+n1RkSB\nRgYBuRAMxgWZy5AEFKZFpHNy06HUqLIwG7O3v8NbPzhEq4jx/BrlVh0VWVpBma27VxFFzo6SLB6Z\nYra2ys2dq6ydepq71z5i1L1D4nJa8y1G7TZGOKJKlUCn9Ls5lahEuzdAhIbpmUWKZonCFNQakmFX\nI7I6dpDQlgm1Wo1gaoXdhzfpHw7R2lKuNkmGHYrEUK63sPvbRPS4/94GQWuG+3fe4OKZbZQbkg2H\nlCP48PVblFafIHMBWvrRk5ZQCIdGoZVDOImT/nWNIzPegqud9fk1CQKFkv//sKr+O+C1y5cv/wOg\nfPny5W8Cz+Hx6n+rl3PWj4q0QkpBjkEaQQETW4tmZr4BkcTpGBe12EsK9u8csNgKOXm8ibEZY5sg\nrSaQ1p/StOHL587ywpMXeGPcJbSAaWBi5VsDJz3Ajy98wouhzvqQlrXSl/nYglqsKKxk7+DQ03gf\nhbhQ3O31aO+lVALD6mID5zw7K3OGvSTFjFNWV47iBl2iOGA0zGgutOgOd5BCMU5zcqnJs8w7gGzm\nO9MtFMqiDRBqQiVxQnHmuYuPXTpO8lhEE3hBLTOFtz5ax1NnjjG9UGNldZHMKrY27qNyiIRj7ugK\nu+ubIFMcMd1+Ci7AUSBVTOFypLNIq8jTjLJQGBUiyAml8ql75ef78UwLg/A5kEny3mCJShWUjqnV\n50i14NjSNIWxaCWpBYY86aCDMkQBDs31G3c5/+T5SZxRYqV97Fn3RFlBZmDvsOczLxJml48RBAGh\n1rQP9sjSEXkyYmZ+jkq9hsglR3/hNyaoD+/Ee4QsFQKMU8wsHqHXafP9d95hNlAEFoT0bjrlS8Tp\ntPdZWFiif7iLjALybIwMFDbPKUchXZmCtRTWEQrf8uYmveZKKHQckie+2U7gO2CccwgKth9ucPxs\nBQEc7GwQRSVCFZOKIVI6CmOxtqBSqZCNRzhneelzXwAhkYGiKDwwcJTllOoNDgc9put1RqOEcrVG\nPOwThiVkP8FaqNSbPPPFn6K9tc61+/d4vtakKFJyY6hOt3jy6afJjj/L17/+LWaOX6RRmuH2p2+x\n82AbFQgWTkyxf7fN1NoZ9rY3ET3L5vCAKHT0c0ettcL5c0/zyTtv0jo+y71rHxJGGqXKRLWQ/kGb\nKNAMNCBCBIpjz55Dd9rcv9+m3d5jnJRpzJxmcbkFxSFS1dhO4cKZn+bm7tcwUjB96iSDT6/hrGJY\nqXHkzJd4/zvf5OiFs+T9OkUx4HDvEOkgnqqhNbR3JUJBEOfIQpAZQzSXMey0aU43GO3tUonK7Lb3\nCYMqea4JE5ieGpBrw3gwJq5FDA67dPOUmWaFXrdNkcZMrSxTLhROjTl/7hS9NMHujagtR3QPc5QK\nsfUajbhOQEA+qcPGCYzzE4ZIuv+HujeLsTu77/w+Z/kvd7+3bm2sIlkki821970lSzItWYMZ22PY\nHhm2B/Fk7MRJEMABkgCJgyB5yMRIgCQPk0xmMEBiTDCO47aQeLyPbIlaLEvd6lZvbPZCssli7dut\nuvt/O+fk4fxJ+0WadgLYM/8XFi9vLfzXveec33f1UnTnyKz10KSzFNIR4itnrfMNpN/v+riRIzeu\nXbt2Gfh54H1gDfh3rl+/vvuXW8b/6i+H8BXjeChKC4tRltB4IklKb9LzegdNUvoqAkAoTSGhKHIa\nziKkVwV5WaTm2zf+mOP/cwNkQr0acHLpHDiDlIFf+EpSm9It7pxvDCxMQZolGFPQrjSQ50+SZmPa\ntQaJyZiMRigc9UaFzd4QJSSDHEbDBLRAGp+QmlpLPk2ZnetwNB4QVWokwyHNWoseuwjnSHOLdhoj\nFcY573YWvqtNGE/WS1UBHSBwtOYXQHpexj3InsC7zX3ooH9hvfT4Oe5sbXL9K28RKkE1CPjkpz5N\nenKGo50d+sMhg6MRVy4/ygfv3WaUZIzHhmojAAWicOCMry4VtjzxSOJYMy0kgYRAOAJrH5SsYk3h\nOzKkz+IRgSRQAc25ExyMDK783VgHFS2phxMCkRGoiGki2Ly1zXw3ZmHpdGmI8HCYxbtnpVQIacs4\nd7/wTpIcNbVIOUVKRxRoZuaXUUHIZDAhHewymEzIxkMQFq3rCKmo1SoElQaoiGH/mI9u32KhGTPf\nbTEYDgllSFFM2bjzJtvbazRklXoYMAljhHXoMETJgInpIwPtVTPC+RY4JSlK34gn3Qwutz6rSpSd\nHc4bAJGKKNJMkhRnDAfHPc4tn2WU9CnpOjAZeZaR5hn1KEIIuLx6FpPmaF1+rnVoA7V6h+3hAGVK\nL5DUNGpV6rUW/cEQnN+MrYPZxSVmmnUKkzEdjzACnDHUqzW2v/sO//Z/+iu8/F/9lzQut+m2OwT1\nCrUqjI8THIL9jXt06i1GZoqSUyrdReYyyyjt8eqffgVDhtnJ6c4vMhnsM0nHTI9DFhaWONpao1Nv\nc5zkiMDx/teuE4SKwOZYFeEmEZP+FkyPQcN0ew1np9x55zpGa2/r6h/SjCoMD/Y43j7myR/6SZ77\nwt/lvS/9OuMkK6c1Tb1zgtHBLtN+RrVZJZlYYm0xWhKHFfqHR1y6chpZ1Lm1P6TWbSH1AKOr1K2j\ndzyg1Z6lWp8lKQomSU6EJNQRaVGggxM4s8vh3iYr556gN9SYuuH04z/CQq3NW7//G3SefIa5oMV9\n00c4Sep8TlzoIDfi4fu+kF5FJ5wjL5WShZKECgK8yg7hCP8VRo2PXR17/fr1feB//IuPXbt2TVy/\nfv1f4TH8a76EQCiL8hSQ3yyELtVCAiEF4/6YTreKtI6g7PeWUmCFwgpBGIQU5N5piZfaVlWDv/fv\n/yI7oz0O93aJSTnsFSwWBVJ5rFkIT+6C10gLBKZspRNS4iQ0pKNTtzib0z67TGEFkyTDSE2uJNXD\nIXv7h4wHY45SR6wESnmIQUnBJEmotdr0FGglyK2jUvEVpRaJNd4zYaVAEODyAicFhRQoacmznEZT\nYgjQzkEYPFSCidJsIJxfZ41zJeGvSKRlf3OrTPpVDDPDV776FZ59+klktUoxGGOwmHSCcQUCL3E9\n3zjpIzNcgQFiJzFCkk36hI0ZssBHI/iDu+DRq0/gpFeDSBlg8agTQByG6EjQaM/AaIdI+FgMIyCX\nIaNCEJqMqisIlGam7ti4+V2O732AlYIkhVZ3lpVLVwnCCsZ6+O5Bf7aXYluMcL672SmsVYzSDJnm\naGmpVFvUGy1UZwYtJVnmjZ0IH1KZTId0ZuaoNbapN5YYjSZUowgEzHTnqJ2/THX+Ir/z2y9ze22N\ns2fP4ZxBqprfIIUkUhJnPWQorK/59A1vzkNmOvITilaIrPANlzL0IgRnGE8nLAURhTPUggiUbxBU\nQUBuMqSV2DzHSsnB4TFZYX23eGJvMQAAIABJREFUh6ScnD2UVWs1qMQ1Vs6e8zJgYZChZGNrg8cu\n1Gm26jhXeK/ycR/dbGFtQWFy6u0Ww6MeOoyYX5znW995m8riIxxP9zl885hHn3uUWx98l+3NKY1G\nh0DHTNMRNDQLi3NMBglHW2toEWOLALIBBsPpK5/i/q23ufLS57j77g0O79/n+HCbsN1ARFUeufgY\nO3deJc/7hPUGsfHJza35OZTpc3B4QBjEBLMzvPji3+PWG3+E7XVRLiEKC7QeUak3mU5GfPMP/zkm\nD4gDw+krn2Ht1nvIfEJ2dIhRCTMzTTLq1PSYsc2pdRtELgEbsbYzpFIXyNk6iUp54rFneOvNdyja\nMaGosHtvAxc5Tiw2qBN6WNxKWjOnOFzfoLt0ChdqhlvrXP78F5hdOoMTIcfDjOojj9NcukCne4IZ\nqzFob9oUhtR6XhUEUihya31fvZAEphS7SP+e8hEzFuV8tPr3uz6uj+OfAf/eX6yJvXbt2gI+Hfez\nH38V/+u5rFAIVaaaSuPjGITXNEspqbVihJBkQqMf+C6UIgwUUlgsEmPLiGI8mS1diKqG1GyFzup5\nanFId6bDeDzGon3eiPM2DOH8Scs6V7bRladpIcmlojCaLJ8S2BwlLN1YoQOBVo5ztQaT5RmGqXk4\nQg4zw+HeIclkyiRPqRofhWVViNaqTOT1bnQhSs8PEiMtwkpyKQmQWKHRFoJQMFPp0JTLIH36r3AS\npC+zz9wDeZ7BYtBa8M2vfZnVEyc5c2aZexubjHaPyCzcv/0RL/3w5xgOh4yEYH1jD9WIcf0UWa8x\nHIyJa74eVuGDFSWG8fExYWeRMAwZCUEgLIHUPP7sc/hNUPjdS3gduhOSOKjgcoORoiwxcqVsWICK\nKKpdpJMMBIg8xeVDIjvBYAkDSSBDjg/WSF7boxLWGE0zap1Zlk+vUmu3yJ0gQiKVIsf3uytKwh2D\nEAF5YdEi4sab3yWwCSsXn8QKRW97nVa7ha7OYCUEQchkOOTkyRW2d9apNus4k5BPBrTqAWdPznPh\n6hNMRqlXl8kAhEFqRRyFIAzW+Lwv40qxpIC8KIijGnk6IQgChEvKQ4XCCZ/qLJRme3uTpeVl8mRM\nqGPPY0QxJjcYZ7FY5ttdMgs70hIEEUWR+m+CxRrHaNAnbre4cOF5JKKM3fHR/UpX2O3d9gcJwJiU\nD7/2mzTn/13cwhKj4QiRZ+ggQFerVEyfk/PzdFoz2Djj3gdvs7TyKELHtNSQXm+H9M6AaqNKbhIy\nATKsMx6NsKpKmjviMOTmK18nrtZ56xvfQgYaUzik00RCMMkmbN55kzydUg0rkOVUFjvkeyOmhz1S\nmyCNQgSSYv8jtu4f8OSnf5Y7f/p7jNMea/s92t0uw6zK0spFxK23GTYzqlpx5/03eeLTP8pb3/wK\nSXZM1UgOd/vUOuCYIqaK491DWlVFpVZlerTDiZYgbASga+xv3iWc7SIm+yRS0Z41rCzNs7u2z4mT\np+gf5eAy0v4BlhEbW4csdi9SuCkffOUP+dahoT5f5ZHP/ijNmTO89bVvML+0zIsvfdrT29rDsR6u\nlBhROsKFwjqLkj4NQOGhfOkeeEY9mR4hvm/qyMedOE4Ar127du2nrl+//sG1a9c+C/w68Dt/6VX8\nr/oSZR/GQ1msxRiJLbxKRiBBBf50J0MK4a35AoVSklBrcgqc8HmSSIWVIcvzJ/3jUhMon3mlte+W\nEEL5yaIU4Xqzlp88lAhQzvc2O+vY6h+QvL/FymMXufH+m3SjOgvzczgRYqwjSVIUU5oKdKAIgsjj\n6bMLZAVMC8jSKXOLK1TmCvq1HhYFOqAoMhLjcEb6gLOs7K92Oc4ohLM4W3D6xAmeevxpko0baCUw\n8sE98y8mr8CyCGspitLIZyM+Wj8g2jpidmGW6iNNtj+8x2a/z7vf/Tb1lVV2EBTGcnlplaPWiPWt\nTYqZWc7VF9CqiigSf3eMwLq8RF58VlUYBCjjCJotcmnLac/XYT2I3QgqEbVQY4V7eKf9y12gwgiJ\nohDKw4uhQroahYJekSMzUC5FFI5aNsFUC6SQ9PfuMj7YpF5tME0yXLVCs9Xh9Lnz6LiGxU9sQvqI\na1lGA1x+6jkONu8jgwCcYvbUOfbuf8BcpYUWARcuXizzuEKiWoX3Xn+Dr/7B/8Pnf+RnGI6OaM2v\ncNjvc7i9xeJSm2rDq52CqEIYRmCsd5vzAJ1yFNbghJ9ppQzKjRWsK1DSIZxPTa7WalSqdQDGqWH7\n6IBWa4ksT5HSoZzD5RmBUohYEghJGMVkkxHSOfIsp3AWk424dPUxWvWIojCl8k3QbLYeyot9salE\nBhF50OLsybNkSUI1Djkc+jrTRmuO0MGv/6P/GpzDGQVMONi4ixWKe6MptTgkasyws3FECFALcXlM\nlgsQGVJbMgpEUTCZ5tSVJMtyoragUa8xmfSphk0mwzELK8sc7KzTnG9QjQ151TEYTHChxqmI+sIq\nR70jbr/z+8w0Hqc/PUR3GswIweAowWYZnHqEybSg2lhkPNqjLh1bH7xJpdqk1pkjz49JB+vk4yHH\nxlALY4LMES/NYfrHVIMGGxsDrDJcvDJD086w9uotWot1LnaqFNQohgVxS5GYMbLikBPIixHBmcfp\n3O8zGmwQ1mvMdEOGsodVTbpRyNt3tvnRH/wc0yIjDnzxnBMCXb72PYmnHhp/BQol8OIdK8oMPV82\njPWHMyU9OvO9ro8bOfI3gN8CXrl27dqvAV8E/pPr16//0sf8/L+2y1jH8SgjNxYhfbXmwThhkOQM\np4ZpZlDWZ0tp5WPJJT74SwpFYSzSybL8RJYSVcnJEwveOIePrhAPTsTSP0dKr41+2Nr2IPjJ8pBr\ncBgKJ1E6xgH3dse89dE2X/32O7zy3bfZ3vZdBjqqYlWFwgiGkxHTPMGJKUGQ0a7kLNYs8zWYizQn\nlxbotjs8/cLznL16hXq7QWENRVGQJBPy6RQzTZFFSmwN1z79NJfPLlKfqdKe7/IgbIVyMS65cT9x\nSB/cIR4c/oUgLRzbW4c0G02cBJwiKyTznbmHiqxaq8b99XWEUyRphkASBpqi3Aqc8LAdwuPjThRl\nJL0t03l9kuYD85IV/ufRQrPQmisVaqKcsihjWDxBLMoTs5KSQkgfZqkChAwwqkYRdxiJOjvDnOE0\n8a8RYRkM+2TpmMhm2MEhN//sm9x4/TtMBkc+mwsvWRZlA5twUKlVefON60iToaQkS8ak+QghYHB0\njEKxv7eFEI4zV6/w+NOfYGFxgelwzN7BDibP6C4ue4Ok8IGYPCjWkiXcgCsTin0KqneKW3SgwXg/\nkqN8YzvPrRnjDynWFFSbTbTwhxyMQyrfeGmtw7iCve310vBZenUEFCajKHJqtZovriqhXCkkOEO9\nVsEKf3+F8Y5jHWpyo/zihcPkxnNIwtFpVTFmTOoCpoWhVmmR5o40HVBpVTAuR8RgTIbIHYPJlFAK\nFk6vkk5Tcp9IStSeRWtNLZK+b923cTOeFmgXEEhBNVYEyrFy5iQmTenvT+m2Z7C6QhC1sC7k8P4m\nF5//BBcuPMrNN97DmgpZOk/sFnCjAc4lbL7/IZOwYKkb4Ygx1mCKnCeef5bu3Cy1oIoLJJM849yF\n0whrKArD2r1NhFNMhKHabNKe73LQ22JiRjRmq5xeucR4c8TB7gbj4YTUBhTO0Z07CemEo6MhC0HA\nwukTZLlAuwDX7zMY9FlemuOP/uj3+Oxjl7j+x19kbbxNIBSh9skUXkjikA/XIW/0sxYK40iNIbGO\n3DqGeU5eQF44xnnhifPvc31cctxdu3btHwM/iY8d+TX+DShxAphkBdMMpFIgLVb6XTjJDJGWpOZB\nYLVlnFvaFYPGUUiFwvduI93DsU1bjRKSc49d8A9YkIFECI9HizLoxWum5cMNw/dneHhMSf+GL5zC\n5D7KRKDIhEQJTWYd20ewOBPwu3/2Bjp3CGc4PVenWtMsnz5FHLRwWHJrMVmODnIaoaBd1VDk5Eaw\nWJ1hOtdmNBxDNuF0XaLrsa+mFQ6ncr78hy9z8fJlqm98FfY2ePKnfgkZRd4YVC4covR9SCkxpkAp\nRXflJL17WxTS4IDtjS2eee5ZXn3tdfZ293lkPGTh1Cmmx32mx0dYIUiKnDQrQGky4YuRCmcJpMAI\nQ4iHFCmzpS6snvawDV4VIp3ESolyeBJWwjMveSirFDJ5GNI5nx3mFKFzrF65QppNySYJj129Sm4d\nhTFsbu6ysb5G4lKCSsxISKZlrpOyGZIcOZl6NUoQMB0fcv/miJ0oZJIX1BoVzp2/zOzCIpt332Lj\n7k0EEa9886vE9SqBMxy9fZODvS029/ZxKBq1iOWTZ1jbXecHPvl5dnc2ePSJpzk+PuLu2j1uvvEq\np1ZO82M//bPElZbn3Sq+Q94Jh8tsefiwaCR5kSNkHR0pTJ4BAlEY3wFfHnIaocaaCXlmPMwKqKhG\nkR+jpEJKyExBq1pnupWTO0dW5ARSUThDXSmEM4S1LoXwajAhfWCjtTBOEhCO+fYs9wq/kUkZMghD\nhDMUhaDdbrN/3AcUg9EYbQtmly5yePAu1dkula5mst9nuHvAE8+c5e5GTlEMqc4tIA432d0asrf5\nOlee/zS33/w6WEVyuE+gNEmS4rKc5myD+fkOR/tHFAgG0wyRJRz1hyytLhFnx4xGE3b6fSJrGe70\niKodLAOWlk6ysf06p174MRZVg4lJmMFwdHgH05C8+PQyf3p9n9nlU3z44TbOxrRmutx65xXiRofA\nFdhpTl3VWL/XoxG3yEcD6pHkMCuQRtIXPeTQooRg1D/ECsfd999B5ZbRwRFJlFCNAkQr5/j+O8Qn\nr3BCSu698zaLl67SnlmiVrXc27jPfL3F4PgunWjKt779T6jXJYf332Ry/nmk1Nhy+kMocmvKid35\nUFXhe8bBefd475jjvXU6M21q3XkqKihTFL739XE5jk8BvwF8Cb9x/DPgS9euXfu5kjT/1/gS3twi\nFK6EkJRVFDisLScALJk1VKIY6yQu0AgUTvmODllIjBRYq0BKtI2JZmrYBxgyoKWHq6TwrVuizOp4\nsGGAP6WDPzELGWAxFFmGLE/fxviyeRAIYbDCUqCQGrQMEVGX1zc3ubl9xzuOheSHnn0SOdvmYP02\nsRDUujPgtDcUFQkqzehoiVSaaZ4iXI4MNVoplAUhO+RUOBz0+OTTP4grY9+dVN40ZB94xx0m9xOB\nlAI1SWmfXKYYT+gPx4zSlNvv3+aJZ57mvTfe5O77tziwCW6QcKB02TommZoCg8JZSU5CiMfsNQph\nclQYgFJEOJ5+4XmULHFaCU4+4JlAaom2is7qWd+GqADjMKVSqhKGABgZcGquC5Hzfh7lHbNBqLn4\nyEkurJ70bYwqILcF2/e3WNvcYDydEooGx/hT/LQo0CZD5BmxCYnjmGLU59Zr3+TOd79JXGmgo4DM\nTlAiYTQZIoUjN47+wTahNegwQueS92++TTJN+NLv/TZhAKurZ+kdH3Pp6tP8nZ/7BY4HA179029h\nkiNm5rqcPnuRTqdOXhSkkxxVFBQ2wziNKTKk8LleSvnJGCm9HFdqBCmVapWo1iLLUxpxRCD9gUMK\n30UtBThr0FpxNBggUORFQb1ewwyGOOsweUY9CigcBKEiMwapILeWQW8LY1aZTga4ksRTSvPI1aeQ\nOFJryG3hzWfWkBYJWWop9m7TnlnCTAofFhhGyHTC+t0pnbkVgvYc48M9XKVFlE9IkikfvvVn1Bsx\nyXhMhKBSqXI86BOGmvEkYVRIxkYgbUDgcqL5Bp2Wptg7IOklnLywytb+AWFQIQymFKQsXfkBXvmd\nLzPpH/D4o7MsnDnFcG2df/mb/5zabAfZP+aP/+ArqNoyH773NiJP0c06mzdewwYw2D3i9OlV6mGT\ncZFQNQoRKZrdGfLJkIUTy6zd3iRRika7RrNymt7ee5AXdJdjrITG/AImS8jHA/Ikp1JrkB7vQRyg\nleXma9+iXe2wFzpeeOmneO+132Oy18cEKS48wdpuQqU5Yf/wHZqdR1F4H5QVlsL5JkgJaOWluEEp\ngLn71e+QD++x23uDvMjRCKpRnfl2l+eeeOF7rqofl+P4feA/un79+q8BXLt27QXgfwXeApb+Eqv4\nX/l1dXWJWDzK5MgQAuPCSxYrARS2VKzgC4p0ECKLApxPGpVKozDk0udESSGRImC20cJpVxK1niT1\n2IDHvj2UYRB47oSyy8KUBTzGOkyRI3IfPdKQ/msXFgoLOOsXyBJyAe1TK4XwoXTOoYRP2ndAISR9\nI9kajOnd3uGRCyts3LpDJC21asTKyllMYXDWk6wIQSYVVSn58V/4RT648QaMJM1T50lwUJqBtMVP\nW85LmqWUKBRSOKbTMd1KnV425USnSaok+7s9jrZ2aS+f8v3Uc/Ps9NYZT6YEUQWbGTCghKIgfahe\ncmVdoskzVLVNpVLj4sopqnNLnhQXDqxFCfycHfhNLbIaU8aiaDQGg8/7E4QqRgmJlYb9nV3mVxbR\ngaZwxhvjkD7bRzo0nqsIteLc+VOcO7PoOS2hSCYZ03TM7Q/eI51koCF3huk4R4gpgTHsrH1IrdbE\nqpBIK6wWIGN0XKPWbPPR8ZTxzhb1AE6ePEEtrFKtB0SRl/zeevcmw0nG3tYeTzz9HM3OLOfOnwMk\nx0fHvPn66+RGUI8rRFFIu9UmyTOyNMfmBqEUzuUEcQU9TtBBUBLjFmtSFAVHvQOiaoVKXPGn0GlG\nM66QZFOiapVpbpBBxNmTp7m/se4JeGtwwjHKJhTGkUyHxM0WyAgpEqSSWJORF77PZjgaopWiQGJE\nwWc+8QlwDmVyqtUWyklyk1KrNomMJS8ko71thg50vYZyCe3ZKgc7h+zf3ebJay+w9tE+Ibo8WFgC\nmTI9TkAZMhx2OkFpR1xrUOQTers7uAKcMIhQkqdT6o0u9965S2O2zjuv3aB78hQ2y2h0FzkejHni\nmU/yZ4d/SLRwmeSN1/m/fuPXmZmJefGnvsBrv/lFEjGi2lxg4clnsHduY8MetrdFUBUYq4j1lM2P\n3kRUCurzLTpVwf7uIcJa4rjBwfEhyytzDEZD2o0G9bph+ep59GCPTBaY3DISu1SrIVFU4eBwCEmf\nWssRRZr9wQFV2SaXGTIN+cYffJHFs1XysWLQHzMabHLxyjKRs3zzS/87P/l3/weUs6TOd4nHQvj3\nBj5zriwZRk2mvPP6n/DMF65xST3J0Qcfkbsha2+/zty8+b7r6sfdOD5x/fr1Gw/+UqqrfuHatWs/\n//GX8L+e6/2PNvj2K29weX4BxCkCHJ+8usBCp4uLqmSjnCybIqWkWQsZDnOk8BWxCEfmvMtbCoWS\nENiIy1cu44RD40lnIUELr74RqiwqEsob6KSX5Ypy8pNSlZyHoMCQFw6nApTwJ7/UWWxmiGSAMwJn\nBYX1aixp/aYnlUbpgEBpT847H0cexpGH1qwiFYost2QDwWkZI0TKcHKEtgWRlMgwpNtp8/Y3v8jq\nhafQC21MoJDCC5eldQhd+ieEK4MI/PdXLuTclcc4OuozEZbp+IhOc55cwfHxkJVLFznc3eP87CI7\ntzdIUkNjpsLkYEReWDLjOQxTMhAoSSEVRZpTiUIqlRpPPPuiZ4Gd4QG2778/WGPQThJHAQjQSA9D\nFq4s3fKn7wdKsFvr9zlxZtnjvYiHY7sP71Mg/XQinCy7QwRSWKRzVCuaaqXB0ic/gXUGEYQk4wnH\nBwccHW4jTMZP/MDfZO7cWU9iI7FYKIz3BjnH/m/9FiqexRQ561mO6w2YHG8y367Rbs0Q12LCIKYW\nxXz47luMR1NOnFqi2qhSbXZ45NLjBJWIXq/PvQ9usr2+zpnVVZrtGaqVAJREuACkxpKTjQ5RcRsh\nFWG9w9HgJjffeY1O64fJJwMmmWBmecE72/MJcRSSJCOiKMYWeSl91mTFFF0q8DKTUa1ETJKcZDol\nKMUjWMHCwhK5TVFCl4o+hyRiplrFZlMsAiUCwjggLxxZUeDyDKcKgqCBDKsko22O+ooLjz+BvfNt\nRKXg7Ve+RhzFFEWBUmCtpEgTz2vUazBOMcLRanTJ0gxdq9Osz3O4vU611cJMDiHN2fxwl+6pJeII\nlkNNenCMcYqduz2civm//+n/xGy7yf7tHYpzK4QzisZ8l+/8ye+x8uJzDLbeY2amy9qrX0FoRwVI\nAktRKCIpmSZDwijCOBjvH5HjsJUI7QxYx2Bzj7Q6ZuXyOUYHezgF1UxQ61ToJRknFtvcubeBCnKI\nY6yus7h8isO9jxgmI1oLLWySkFNHBDEnZwOi7hKD8Q2iap1WHHH/xi10o82LP/Kz3Hjlt2m3JKsr\nP8T7b36L+cVV7q7dZfnSKjOL50nK/PXD4YQXf/7fwkpFFNaJugVr919FxrNkcuH7rqsf2wD4PR7/\nPz7O5/91XsYpJplGxG1yYGoc19/cJrDbhFpyZrHFYrvKTL1JZBNmFxu0mjPU4goUXt5K7olZKRTz\njVnOPXbBG8eEr2L1xCxQPofS9+BcaTIr77ISEpyfEwwes3eUmnrr3cBaKKZSMMkcKLDOn6JBUKgH\ncR/CN+khPBwiChTeqBhQkMnCR5fLECu1VwAJmGnXKJIMpSVKaVZOX2T1k5/i9tvfoWZGnDh9Hqf9\n0ieEL7UXwjtLcz9g+cXWFHQrkqPNCS7zMQbVWp1PnT/D/v4Bm5u7LJ5apFFv+NIqLNVKnQljrCtI\nC4eUXv2UY9HGYlAUJqcaK2hUqc92yf3/EEpqz093HqR3JU/k77NByTL+3fhNLgg0RhbgBGmW/Tnf\nJLxyREg/VSqlUR7dIc0EyuKd+yVvolTpwgaUClBSEDRqtJoxjzxymlAJ5mYXHpYdCXw8tdESbRwG\nwdVLj/HKazcoJiMQAa5dJ27Mc+QsU2NJN7dIjvdZXphjfnYRV4HxwQHrd/tMsow7793g9LnzPPX8\nZ1j81GfIM0Ovf8jW2h2+8rVvsDTXYK7b5Mylp2m0mwhVwbgIUySkvR3OnVlCiKs0ajVuv/8OO5vb\nrF46gxANpFQ+cFKA0oqN9XuEUZ28sFS0RMWaUIK2AiE003SALSpUWg3sYIgxBUe9fbqLCzTbHYL1\n+xTCYGyOcgaUQpiMsFJBKk1W5AyPe1RCRaYlyWRMNhoQVSusdE9z79VXaMzUyFPD88++wKvf+GOs\nLRCqIIrrODH1HMwk8/i8c9Q6iyzNzTNJx5x95Aluv/4KOwdbNFSFo+GU1dUOg7V1NkcWZlp85vN/\ng9e//mXMJCBoN5gmPfZ7A5546TIf3Oqx3D3P/kd3CMKUrc13aOsec4stjnoNiumEZFAgowhlUpRw\nBGFIFISMRgNUGJIkKVI4+pOC9lwFaSNsVrBxb4uKlMThFKcsB0NDKDX7G0c0m3XQEtF3NLRi4867\nLF46xzTtMd47QoUxM+2YwcGAabXJrMg4NIL5uQ7paEJQbRIZxa0/+W0WTy/Q2xmxe+O7HPUG3LlZ\nIRAFO+9b5PIjXP7cL4DVuE4T5VpEzpFJS/3cI1w8vUQzCEjurwHj77mufr/O8X94/fr1Xy4//qff\n63n/uiurfL6P7wOPhMbYBKEUE2tR1pEXkrDSxjjF1MRMp7DdP0K7Ay6dPkUMICW5LHCiyqOPXiFs\nV7DOlMJPD1+ViVRILRHSN7aF5YbiOVuJMTkO44lm+6B0zUtdMwEBglBBJCQECieEh7bAS4SFl2Qi\nIVDSdx8L4V3CGHQU057tIqXCBgFGQGT8z1dQYJRGaHBS4aTiwtNPobTi0pUn6DQavlrU62/9QskD\nvkUhlUGUkE6hHHEoeObRJZ5TK0ipkYHEOk0rUEwnE3Y+usX500t0T5+kt91D6eghP1IUDh0qjPSn\nSKnKoikpiIKIq8+/hA28ttxYH63hoSXf0igR5bT35zWpUiic84YWY70M1SHRwk8jMiuQ1Qhhlfd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VEdOz4GV5AMp0ydZbnVZnh05JsdrWE8mdAKA8hyAIJQkiY5c915PvG3fpypEVy4cpWf+LG/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dSs/0NJVinmte8QaKvk/OD3jJq17NV792B6mGA488wLMT20gKRZZOT9PbO0Sz2yZJNE8/\nvJert17AfMtjUgnSnzzO6skRqo/NUCDGl5pm2uXyc9fSSdvUDp9kprHoivJKAU2df737Tmo9TVYN\nFEibbZ6oHUf5loLyqddrRPkSS8sLLNZaVMq9yFxAp9rGGItJodPpUKsuEPWFDOTy5NJFRtaWKc6V\niYShSoOJtQVkt0lzrsFSWIDJ//m6+nO/cXSUz/ZtLyS2baqdOdIC6FQSqYA4H5CvbGZf915sPof1\nJadOzDF50/lMdCxapviAsAovFC6kDQhzEe2kARYSY4ik40DZFbOcW26doW5FkosboPvKoyu6zklu\nDInRxNaezX5OkXjWoqxHbmiAUrFEwRqWlzpsP28nlVKewVKPm4/EEhn61Oan0QIwgr5ihcRqEmOp\njAxy/PhxB1lMnKzL9xT1bpuCHyI9jySJs1O8QWXDBOHmt5l73PlfVioPowHfc0NdLekdGSWfl4yM\nraVbT4hyTsZa9IukSpDzHP13eHicZ5ePMTw+xuzsNFZKSFOkCh3BdyXRzYJQxpF5Hd3L7WPGVRoO\nZOhw9uKsVE2QkmN0chsGSBLLaCHH77z7zTz61FFu2LEOJSzEIb70aScpffkS541WWHv+Zk6uWcdA\nT5lbLr2QYt7JZIkbSFyLc6mT4glFb1LLOFwentLk8mU3xJcuh2OlzWcyppnNzgvWmgwxIl2bDYGn\nPIJciAw8jAx46vtf4vQDjzNoJe9+42+Q9yNMKlHasH79Bt7yh39CnHY5vjjL0plTHDo5Q6t7DzvO\nvZClhVliIVi9cYKZ49P88JNfZOyCF+KHIdI4efXLXvVmtmzYCVaSyDKN5ZhoaA1KWo4eOEorsUxu\nGsBLoTRxDl/7xKd4zQ0XMeUN8NjSDG+58GK8tO7USdbJwgVQfXo/B/Ydo91p49sOIQlNE6ByEcqL\nOPT0bl51+S/wvttfwXv++A0cebJOUCgy2crTPHKa8uQq5HKX0w/uJbriYk4dfJrPfvxjNK2itzLG\niNZ09QCVgX6e2neQyYlxrrjwEuLpmLGoy/57I0zVgA+J9egon/nlJuOre/nB1Bx/9L4/Zn1S5ZGH\nn6Bw/gUuXVMpCoNlbr3uEqrVBrkg4Klduxk8fyfVM3sp5BTjW9aQm1zLhuE1SFkhHNhGGs2xYWwb\nzU4HIyRbX3Qpyz/8EYuhpJ6boxJrlF8giAostVsMDFawqWF0Yi2HDzzJ2k1b+eGX/pF3XHQOh5fm\n+Zv/7XbQloP3PEtYznH+jnGEScB9GvEwXHTlOmaWlth/Zg5/2Geh2cIPXbJlTvShWzHKL6PxSLsC\nrQ2VYkCn3eUUws3cAsFQPo8K81RzPvv2HieWTsDhR5I4MehOSmoNUTmkVMrR0f8/b1VJ4bFmyzqs\naZK2nQrIGIFQAdJ6jE6sp3P0bgIVYDB0U4GWgvHV42BTTCrBA+UH2FYDjMXzfJdDIezzffYVho5Q\nZ4fMQoARK0FDz5sBhZQYqVCeJBeFoB3JtdcrEAiJ8i2y6YFULDRrCJVnsFjGz4VoZTFKU20n9Mke\nhJIUy0MgDmMErNm02clJDaRS0FupZHJhUIKzlF6BclnsSYrN2kBWuMXY2ueHw24ErTAC56NYwW9L\ngUgFCEUcSxqtFqvzeWcHNim5Qg4lFb4QBKHj+fQN9CFDH93pZPJVt0kFXoSUCuWHpGnitPxIUivO\nYjVWlK+e55Go1CHrEVnwlqF/9Xak55MaOPLcaSbDiLKJedm2dbS0BQV/9q7f5q9+702sHx3g/I1r\n+bXf/y16x0eZPXgSvzFLb26e2Y7i5KOP0F04SafrcCa1eodGdZGHhcBTLltDqQDh5cgVcyQi5aIr\nr2X/Mz/FGEgT5yhPU5M9D0ls4NiJaSY2bWG2tsTOHeto1OuknTYn7v8cXr3Auo3beXNlDNNeZNl4\n5BoRUVQgCHOEpRDfK6APPcv5517Mtt8b5/HHnkSalNE1a1hcXKRvw07a7ZQDp09x8ZsuJQgCnnpk\nF1dODJK026SdBjJfIirlaGA5tOcZ/vIDH+fvv/lJNwu0kOqUxw+fYr1dxr/5Qj78d3/L858vKgAA\nIABJREFUi25/PaODZZrPHOLk7rtIU8uhQ2fYMTDBvocfwZZHSICmlpi2JCiG+IlEohnZfAGL/34X\ny16XC1ZN8MATT/HUgcdZs3knno1Zvvcp7o/303/TNr70+c+hvBK5NZsZKhUJghy6qvHqZ/BbHQrW\nkLTaID1aqoeeMfBDH+E5hpymw8hQP1LBnfsP8i+f/RZH7vhb9NoySXOR+aUFKlEOlYQII0jqHbra\n0BIwOzvF0W8fYO36EkEhBBFwTgI/mV+i0TyNosValXDne/6My15wFeWeMtW2ZmtH8tjRU8zOLHH0\nmWcYKOWxcUzi55i2iqHxdbz3D/6Ct91yLpsnzyEs55BzM6hUcrqpWZ0P2HrVeeyPhrHpaZTLZ8am\nKTpTfiw0W6CgmAvpWEOCRegUlhoUhis0p6ZIOwmtToKJLbHRjFR6WFjq0LaCYugz32kwN7vAkOrn\nN254ISfmpqgNBUwdnKM212XHDRdx354nCXJbmTv2EIXoZ2f0/dxvHCDIFwNSqujE+SZWJH/GQr5Y\nyBZO36E4rIcQliD0sx61O0lK6WWEZ4fcwGayXM+5rVfwIWRqLbEibWWlT8/ZJdtmCiglBIGX5UUr\n4WYZWhB3NGXRi5ISnabE1mL9FC0E2mi63ZSugbAYARCEgfvexhJEAcYairkCQiqCyEdYx0Fybm2c\nLBSycCd79jk5FdjzGxxk/oQVUdXKiV+IDPEo0WkXKSxJmtBNYjzpuaacdXMdmW02whp6in1ZReDk\nvCYrGMjmFp4nOZs7ZnHa9JX7OyvVdNj6FVaTkzpLOvPLBIUCtlDAn5lhbuYIUa5A49QJ8mNrCFYP\n0Vo6wU0v3s7g+vPY0legUCxCVxAvzxH354hLaxBVS753hMBCkBi63Q5LtRlMUHS+HSnRSuLJTHRt\nDL2DfXhBwParX4VULnpXCNBJFy8oOImvhYFnn0Jpw/DAKp7YswfSGAHouS55FRIVoK9cotOqEycd\nlDGQWlQQOSmytTy192nWbz8XX8HmrVt5cu99yPoyxhOEUUhnfh6dK9Ks1hClEutGRghygv7Rde49\nqw1GCsJcjpEta9l4+20IbVyHTTkxiBUB/ZUK7eoyYa4PUWvQnJnCipRmO8aIiNGJSbrLNZYW64R+\nD8ZabJpS0zFlHWC1RhpLtDzN6VMLhIGP6bawrRoCQydp0TxW57wrX4ZvWsyJZVqtGrmixzkXXEA5\nVKDhse/dw/iqdRw79ByF4SFS3SXudoiiPNsmJ+iJAgQdMJa408JXLmf9mquuZc83v89YbwDGUij1\ncfCZ/Zy/cyt55WFS5wMxxiI9idc/yJaRMRaevQfT30s+V2LH1km+9dM9GOUxPJHDND3qZoGD+3dR\nVCGmf5xnpg7x5NETrJqs0Jg9zXKzRT6MEMUyFo+0FVOIijz45H72PXWU7es2cuF4H49PTXF6oUGh\nmeJTIOlfjSXAkrjWsXV5MEv1BtV2l641JCZFeQKdOmWjVAqUY4bl83miwNBqpdSaLSq5kMBqUs/N\nTXKrB+iptjm90ODT3/ohsRbcdN12BB6xbXP6xDTFKEcS+GzZvIN2c/5nrqo/9xuH1YJSfx4hPYZG\nJ5xnwBrnDheKnv4CoXTGKCU8xiZWgxBExZz7UFvH45FZwJFbFMHpd7zsV8ZHygbKznuQbShCZtyp\njD2FPUs2dVRPh2w3BpppkkEOFSXtFujUCmpJi8AUEBY6ScpyEhOIHNb6WViURBqJkoIo9Ol0WvT3\n9mF0ikjcfShPkmZhQX4YYU2K72V8KJsNxLPsAxceZM8SWVdkxcJajE0R1pL3HMnVAp5SyCTFVwo/\ncJuF1VnConIu+W7aoRjkwUKpUHADdy+rXpTApilBlKfbqCHMiuM+zaJiM3aU1XhS0DEObkcGaCSJ\nSZ97CBOGTE93eOZH/8ami67g2NG9tOOU1avXUpxdzSWVDltetJ1Hv/wTvG2TLK1bT7gwS2VsDOsV\n6CwusOuzH+W2t70fO7YK6/k0OykHFr5PM/aIwghZ7qHc24NCUOnrJRfl8ZOaY2jFCdZ00MZgrEV3\nmsSqiTUJWhvqs0ugfDApyouwKJb3Pc7yyVkmJ0LqS7PoxJLis7Qwha0MIL0Gyg/pdFpYIbn8hhtp\n1xYREkLfsm3nxezZez/r1m1FNpY5euggN732zdSWF1muLrMxMkRCYts1FufmiSqSKF9ACkEun+cP\nfvFGrHDG2G43RgoYClP6fJibX2LVUMStl17qaMpeyHRd4BcCvFoVk3SpW4/lpUXyUQ5pBaUwot1u\nknoBupGgk1OcnJpiuNKHSWNsp87S7AxLfWXGV29DzS4Q7FjNMw99nzVjvVS7DZbOHKFn00Y2rJrk\nie/8mP5ywNP1eaaOH6EyMUGULxA3Fnl67xS3v/12XrbY5Phik+rcLMfm6hTGx6gcPcxMfpqR1RUO\n7H6awYkJfnj3vUyunaDb7qKkoB23aSdtglye/m3beOQ732R5/iijq4aZGB1jcs2gQ/QP9vKKyzex\n+2jKD+65j0Z3H6XhSWr6KJdfex0vuu4qqvueozM7y+L8NOHECPmOT2OxynzzBFIKnpsVnLe2yOTI\nEP/8z99idvMYr7lxByWbguezQ5xEZO1tmyYYYGm5xmynyUBlgD4EzbjNmdoiLatJOzF+3nL8seco\nFYrUai26QKW/QD6QdLopQ8Mlmu0WDd8ytmWYMetk5J4XoKTE1ObozQ3RDnOoICSIEorVBU7Nn+LG\nm3b+zHX1537jwEpkmCCtpZv8D+7ePNrO6yzz/O29v+nM586TdK9myfIgx3Nix3EG4zBkNCihSJEA\noWmgUlAEFlRBM4SmaHrRtSg6hKlpCIRUIgJkFSRO7AxObMezLEuWrVlX0p3nM3/T3rv/2EdKGjrp\nrNWrs6j6/tDSud8699zh3Hfv/b7P83u0K5QagtB3+A9P4XsCZRw5c9vunRjP9BPk+gIfdF+TqhBS\nIsjxAkkSu0J7FZHdt3P16arOm3CVNWLomwlFH8MtBMYKcqmR0jpmlFU4kapxr9N3uSc5hJG7p40k\nkFcjVd2RxmGeJIUwdLnouNxrLWCgWnNhS9JlKih8hJSkvS6hX8aFNYhr36OUEn1tOO12/blwZrur\nRkAjJYWgH9RkXICuHwWE1aF+y09ghEEIh3W5yvjSFZ9u2iOKQrAKhCbudvo51h28Qtl5Mq6SXKzE\nkgIuRldYhbC5i2Ptmy11nrN6/iKDqkDeaHHipedpVyNeWVqllQsmRmbIb30tV776NxQGRkjPNNm/\ndy/De/ewOXuMzbUm88tzvOPd/46H/vqj3DLxKp765N9w8IHvZnx6gvLAEDfffDt5lqOsSzv0fIkn\nQAYeUgQkrTZKRFyF7IEzZObGID0BwkdJg1SOXGuwCG1YfOEozQunKFYmaLS3qBSLjkwgMvxCkV6e\noxA0WptYX/L3/+XTvO1dbydpGbzAA21QRnPzDYcQxZC5i+dYn59n32tGUFFItVZDvvJVajsP8MWP\n/xnq1T67Dnj4XoCMfJRQSM+Spznr620C3yeQlmjzCtd9/4/w9x//E37yve/hrW/7HpK1eTrri1iT\nUitFbFw4zdriOs00RkpJlnUoFkKyOEebjMxPyXLDRrNNY6vJgYPbSbpdOo0mpVrISjPlrltvpjw8\nQ24yrrvv9ZSnJxE2p7EyT573mD/1Iq97293oFFrpOIueQRU8jj/7ArffOsXY0AAq2aI2XqJcLZOP\nDbD2+AlW5pYpipjtd3w/ncWXGZmY4OXzrzA2NMTCxioV5VGKqghlaTeadJcXOPrMeWbPnqcyFnH2\n/AISj5ntuzlQLLFSLSB7CfOLDcqD4/jZAMiQydEx1jY2WW/EDNRqjE6NsLa4wMbyMoXSAGtJA7nZ\noVgMsB5sv/E6PvH5r/KCCvmT9z5AzcZgFcIkfem3BxiMkGitWWs1SKXCmBZ+VESQEwYhca9HOfDQ\nk4rb3nYf+4M6hXKBHdMz/O5v/TGJMnhFw8DoKEUFMyM1TCTIY0FuNEnWRUmPoFhhMBAM1AcBy/Zg\nkGZXEK4McnFhhRv+PwQ5/Td/GSS+DDFYtNYY4dzIrj3lqKU6zQmFT259osjD6JhSUEAqhfU9dOr0\n+UIJbJYjA0kUFWk3um4331cd2avuJezXlUh9jILEIq1xpx1jUP0BeuQ585zsoyjy3OLLwA3JHQYV\nLDRyjVSCVOdoI/ADiVBOinqVJVUsVigVy8R0EEHI0twVxqNBrLYoI10qW+6Ajrl2LR7fD9FJD4Hn\nThVKIXSOMAqEwYi8bx13q4bzS+TUCwVEW5HkMaEvqdQG3U7bl/geeNJhN4IwwjP9rGmhWFtdZc/k\ntMspxydDEAiFkQKU51p6sj+dl7I/BHc/AyFyl1UuEqwx+EIiPYnY7JBWCzRaXaZvew2PfvkJfui9\nP8qff+jfs7Lc4MLFRQ7cMUrqRYzefw/2C/8H6alZttQNhPsPEJ1a4M9/5n8mG27xpj03UfUKrC1s\n8bXPf553/OwHHDAyM8j+z1sKBUoghYcUFj8qYEhce870XePCtUWvntaM1QjrTkoKF1yUry7QbnYp\nDilm5+bZv2MXUeSTWTBWkuc5S4tLPHLmIl969mXe/l1vIu8mNLaWHXixXCQqlIj8Cn/xqc/ylVjx\nU3ftY2Jmhisra6ysb1JfXaddXcQayUtPfpFCuUTHSvZun0DolK3FNZQnKHkBfugxd+oVOt0mf/wH\nH2E4FCStGN9qzh17hsFqBWViuu0N2o0G27ZNs/bMRWqDikwq16aJIvI0RaUBSMvy5iYLrZiJPCHL\nEvbffoh7p8eZP72O/7q7aSxuoYoB4ewUi889RVALMcqZPofqNbQ2PP3MCzSmJhgdmWB1bZMD+6bJ\n6MfFWkGyvsncyiZ7d+5mxIu5st7itFRES6uUYoM/VGV5dhldDPnclx7jTXfe7sK2ckO302FzrUHP\nr3NuaZHWSoYMJbYYsmNmD9+3b5ovtpeYu5STRoOUJyfYOn4Mv65JxRjFSpVQRSS9LhoPnecuZXF4\ngul9tyAXL7F85gVMEFIZH2B8ZpLdlV0or4g14BlnRTY2d4h84WOlZWNrHYKIULhWNLKAyHKGi454\ni4CmsfzYG/41E8EYth4jPHjDvqd5pnmFyqEBbNEnRKKzFBlKVCBJswyj3cwwl25jJn0PtCaOUyqR\njz9RZXBg8FvW1f/uFw5r3YBaCQ+tUwS+CwSSkAvpYHvWNUM8XP9/fuEKO3dvc+0UKcnSFN8FtpKk\nMcWgSOCHruCbHCHC/gjAyXDpz0IcLNBlI2jjkCH0G1tSSCwuLZCryWHWYbzFVWmvcMhDH6iFAb7w\nqZUiioUCRko85fdH15KsPx3YWl9jZMcwyhpmr5xn+3UjKF86FRN9p3ZU6M8dwAs8tLUYk6OE/QZ0\ntfvXNapEH9tuXOa6kGykGX6WEhUjpiZGsNKwb/cu9o5vY8e73sl4oUTe2eBdb38QmyaIxhqjtUGW\ne1sEosna6RcY3HuAQhQ57lAQIKzu49VFP6PdtbmQwnG5hMOKOGCJoS+0Yn7pCtePbieOF5HUuf6O\nB/i93/1PhH6FXFa5ODTBtqG9FC8+zNiMZGnXQbq5ph4Y5tqbqHtfS3t7wrjuMDt7jp27r6e0eIHx\nqWGk9K79zq7JfxEI44CXVuSEYYhOU1pXTvcVRx5GZy76N82xucAqSWfhIltra1y+co7m6jx7yjtQ\nKuT8mVN88ulLoI6hbIYRruh60ifX7r3ql+o89fxR7rxxB7GAhz/3Ga7ffYDdu3czPOTxI+98K/nR\neXZct5/NhXmmJqYxWcZ6s0Pc6rD/jnv4/O//ES996SmCXFGIBCiDiCTWhhTKRYQ2bDY3OX7hLOVD\n17N8aolWllKr12nlHSCl19nCVz4ektrAMHGjhfVCyoUilVKBtXaHSCoyk9Brd1ntdF3IVAYYRbq5\nxYLN2Lywwj/83AcpjQww9erXEXg5leEhNLFT9ymBNQLhC+68/w6+dCWkk+UUaiVWGzHby2U2dYeC\n5yOHxtg5PIpGM717N0fXTjB226spkxOVI4SB+dkF1pTipbUGX/zKMZQVaAFNTzI5vZMkkxx85w/w\n6O//IfWywPMXuHXvAgdu2s8nn/NZR9GcP8fw7gPsvP4mjj/9VXbv2I3MUlKd0+p2qUVVygM1hm+6\njqXZJuXx3VSv28vWS0+TFkoID244sI9LjQqp7adF4jZwUigsOXmm0XlKq9lDyz6lQhu6aRPdh2b6\nnpvzPXjTYfIu5LUmXhtmz17g3f/2x1j48EegHtLWiRPweAG9zNBIYgLPUCxU0MbgC03uFQikpNfL\niIoSqS3lIGCw/K0jl/67XziUEHjKnTS00VgMARIfpyIJPY/MaIpYjAVfwZlzF3jT/ntc4bf6GvRO\nCkHWX7HxJMg+9kJezYRw+QvGgjS2Px9wMwwsaJ2S5xngfCGeEv3BsHJZH/2CeTWXwL2EAOV25sIT\nbHV7NMMcGwlaJsdTCiUEGZpYa9abDSbVOA2l2YwUVH3XPrPaFT4l8YTChAHCODe8sLjhOe6I7NRh\ngHV5JKD7bRjXR5IC9kwMIBY6PPKnH0H7BS594Ulag3UOTLyHxz/3KMWoyE984N/yqc/8LVHPMhJW\niXZM0dtosq8yzqtuuA6kRHmKpNEmCCJ02vv6sF7Kr1OGkWjtFlKp3KnO9of2QgjWeolLDVQKk2tW\nL84xEtRYU1Xe9zM/ycxIDY3lPz/0O3hej4GZ/Vw4/xXIDrJyfoGpux9kpTxP0lynN7tK4F2mMFTl\nprvvdYY06QKd6OdAYFKMUFijnBHR5Lxy6gSBVMhCEasNSnlkWYdMS7rdNhBCsYqOOnilAkPsJl5r\n0NqKubC8Sk8bhM0RXojsh0AJYckxmMyQGsuLvYwvHT2GiLs8f2mDlpnlwvIKdx66me3Tu/iRWyc4\ncfI4xcIIxdEJyBLavQ7aurClYydeoTY5yZ6d08jUoeiXF+ZoW4+hoUGGawNs9jo0u5q61hzYd4jf\n/k9/yK//3E8wOTIAoWF0ehIlfV5e30L6glLWY6WxRWY0pWpEvVSg3e0S9zI6Wc5ao0diDb1uHaxA\nb7YpTVQpTkUsL62yGrdoPPsQ937/97O+dNKJUEhxIX6BIwfoDGsM5foIvaTHLTfeilpbBnMZQQ9P\ngNYSITO2T5Qo6JzramUqMkB0GlhPUr3zXr7wuS+TyRI2cBvCPNfsuPtW3vKvf4y55Tkaqx3+46Nf\n4FcffAfHLq1xYWmVWm2EBwo+p2f2s3DyJDbvkltARPhpj0AJROjT2hL4BcE73/UA85sJKy9eIu20\nwJcM5RmLOkcpw8T2OsUe9NLcxQMYjVXOuySFT25yOt0esuDjJ4YcTSdJMVgXC2GMg4zKAc6efIWD\n+4cQ0R5Uucj0wb3MnpjjR97/Pq7MXuQzs4/SJSPwQgpSUq7U6HRj0iQh9CRGeJBnNPMUJRzuSPgS\n3/MpFAt8Xanyz6/v6MJx+PDhnwbeB9wIfPzIkSM/+g333gh8GNgOPA38yJEjRy5/w/3fAX4Mtxn+\nsyNHjvzSt/OaBkkQhiTGaes9JLmS5LlBGodVRznKqgoUxmqCbu5C3aRzbfkR2PTrkMMsiQlUBAik\nsH3eniv4V3emlq+b/6zR/eG5az2ZPpJcIihHJRe1bUBLkEbjq4Ad1+2mUipz+P3vYmpihD0jUxQr\nGZ/684+gMkt3q4FpdZk/8Sz1KORVY0WUFCy/+DjTYQfmznN9ocCF409y165dmMB9bS4D3Pkyut0O\nqlR2jl1zlUPVzyzpd8lEX0yg6OcfSDf2X2r1KNuQe7/rnfz50a+QR0XSoEIWVci8ACVDbOTiVfNE\nMzg5xnx7k5mpnSRJhvA9TBbjyzKZTgklZGl2DfXhlGhu8VWedD4JiyssfYmzJwRGWm647z56c2vU\nh8e5lMXUdk1yZmWO933wg0xW3NxEW7jpLT9Ncvl57JZkOL0VtW8b82cf4+mvPcJdb3wrx875bN3w\nOuaaV+iePE2y7yYOzWh8FZLR6w/orRM/iP7cC3ei3Gp2KJVH6W7E6CwhiiK8QkS5WqedB8yePklj\nq01UqlCsjCNtk9qIRzNJWD3fwRpDbgwKQYLB5A6C6BtNjpOISyH4o4eeR4gEpQIuXFjmvl3j6Oee\n51C3w8yevWwfrdGUHZJOm2arTTON8aMIcs3Y4ABeVOL4S6eZGB/l1NmzHDx4PcWtVTZXV2k22wyU\nCig0ZqPNi90XGCuX2NIZo1GNoB5gtCZubFEMy8g85tWvu5W/ffIUWW65eGmevdPbyIsFUm2QeYrw\nBQUv5PnTSzS6bZdrgmRwpMyJ9jw3f/cPUpJbbCx/FaFA646jIgsPYxPQDsx5+vwFbr9vD6musnZx\njsGyopsaRLFPInYyDbAZE2MRY82LeKKMF/okWUpWHOX6u+7h+acedzO93Bk1L85e4dzR59m+9wB7\nH3yA5z96hJ/6zd/gi3/3D7x4eZ5d46Pcft0I+/2QhWrEZpIhhCLwA3q9Dr24i68kPjm6k7G2uMmu\nHbu4UCmw2mmyoUK2DVZZygzNjSYNZcliRe7gEi4Nss+Jy7MckCy3GihPIj3f1ROdEUqfglKoss9a\nY5OoNsDqxQt04oA0S9G5II3bzC9d4eadb6BdazLlDXLZNGi1O6497iukEvTSjI4V+FJSKESUPEma\nxITlMhJBmufEaYui+uZ19TsNOZwHfhP4s2/84OHDh4eAvwV+GRjExdN+8hvu/wTwVtyCcxPwlsOH\nD/8P384LekoQFXyXXiYtni+JBK4PrzwKgYfNE3SWYJWgrVcIvbKDIfajN5UKSdPMcaOCgDRzCGhD\n7mCGwrp5wNXVoi9pNfRT+GR/AN0vvJ4nMcKgrIW4g4hjQim5Y2aQW7fV2Va2zL/wZU5/6Uv8/Yf/\nT/7kP/wev/STv8Ijn3yE7/+hn+ZnfvZ/4Vd/+yP8zv/+MUZnDrLV63F6OWO1Y2n5VYb2v4otW2Dq\n4J0kXp3E2r6s2OD5PjrNnG9DKkfCNcIZx4Xgavap6K8com9iMxaEtWC1a7MZSZpBODpMISrSS1MC\nKygWiyjhI8MQJQS+CgnCiGqthrGSofFRsl7XZbULixUaGYQIa13WRf/35iAizhMjpecCqJRESXXN\nNyOFc/UPDNTZ6KwzOjpBlAoGbjrEB3/r19g5VKbggzSGLNHce8f38eRnP8Pl0y9RGAwprT7F9toG\n33Xf/Vw/NsjMzp1cCkc5P7GbT8V1LqoZHnv+RF9FlyEwSGsQNsNmOWiHfcmtpjo4hFG+GzoWSggR\n4tsQ8hR0TDdOUL5PZnOSXoOsuUmW5nS7CRA4KJ61TjF2VYAnBLkHSvkI6WOEhywVEcUKmZJMvfl9\nzA3vYi7OeealVzhz+hRbG0209uh2u3jKo9nNEJ4iS7XrY3cb1EoRr1w8z86dMyytLLLe1cSZptlY\nJ7GWdqvLnv0zDG6rceOOUT78Fx/l1JPP8sKjD3Pq2Wc59pXH8KMy3c0297/19RRswsbWGqsbWzz5\n0mmWl1YoFYu0urHLTFEeiYa/ePgrSOWT6wxjNF4Ysr61Tj2qkGYxeZ6QG4s2mjTpkCc90iTG5Ck7\nopztlRqji6uM5F3KZBSky9DJEpc9nqcaneWYNGN4eIQvPncKiUDnmsBY7r/rdpR2sQhpfwMQb2xS\n3zHN0RMnKLV6VKZHWemmPPCDP8Ta+HWcm1tmrdOmGLT58XfegecLClGBMPDI2i2yOEGkhsgK1q5c\nYnFrk/fffxs/85Zb8YWh10u445YDGAHnNtZIhaXX6XHqyjJGmGtx09o4aGmv0yI2mnaWsdzaYqPV\nZqnRZGFrldVWg0uL8zQ2WzSX2zRbG2jpYKVJu0Wr1SHYUeXcV55i5+Qhdpb3kKPxyx7FSkCofJQv\nqPgeka+QwtJqtbHCUKsPk7dTunGHJOtivsWiAd/hE8eRI0c+DXD48OHb+b+n2r4TeOnIkSN/17//\n68Da4cOH9x05cuQM8MPA/3bkyJHF/v3fBX4c+JP/t9e84eadDI4Wac0LxiojPPKZT1AoFEjTHnE7\npb0yz6/+4AcwPYFWEd1ug9sOjPKZj/0BP/7zv4jL33aZxlJCVCzSSVtcxUgYa5yr2fSJssb2c7uv\nrsr96msdmFD2QYK+UmgJHWvQniQ3Gc9eWEMZ96xQVBg5cJC8VkJnCqVDDhy6nTzwQEImJFVVgWLo\nBs0SennM8NAUMvTQaEoDdewFg1COmeTouZBmPfwgcCY2axwu3bi2HMY6n4S0zmV7FdtutGstiQAl\nBaNDVZeNLiRB6FGtVwkKFcL+whhYDyEkUeiTbsQ0F5cJByx5ajh38hj2u95IpmOe+NRHqI/tIGmu\ncfv973JKLDRX+bjuIJcjVIDRMUpezTpxQ3RpJMoKZg4cIjdQKI6QYvj040/zquooozOTpJ0uvWYT\nGRUZuftd+JUOWRSytaG4fOZZap2/4Eqzwnt++Tc5fuEs5xqw68ZDPPbcU7zr/jdx3hrK7S1qxauK\nOIWHRscpcRyjsy7njj9NeWA3hVodIyxppwk2pbG+jLaSIAqo1YeY2bGTE889Tq/ZoRApEMqh2tGI\nIHJYFWGd6dRKhPJJ85Ss1XOZLh4YLRGlGiKssiJHqHgXUWnGUy++TNs/zS/+m/+AabSYPXmKUq1M\n1o4hSwhEjvFD1hoNqkHI/PlZKuWQcq3O0PAgutujm6UkwMmnX6SnU151+yCVqEQjMUyMDyK0obG8\nysTOKc5cPsvBfaNobRmqD3DDwX3Mra5z/uxFVte30MrHSIkwGb4X8OiT53n//ffwhb/+rzzwQ9/D\n9XfdwdaFK7TKBllWCKNdiiKmP7/rx95auGeH4eKzf4lZW+f6Ww4CKcITztugLCaLUVLhlUNuO3iA\nsOqzZ6yExdJrNykuv0h9xx0U85ie9FB9VaK2Ft8EHBya5Nzx55l/7ijTr72L3uY6hhrcAAAgAElE\nQVQqw1M7ePH5c1xeXuLd73kveWudEpauFITFiDDvofoqxsqIx1tuHSWaqJNcWaA+ElGQgtwvMbO/\njH/0EkvLlu5IgDI5ucbVA+F8YzZPAEGcJ0ghaMU9UAGdTgy5oZsnJJHA+grtQ292jrHBAM9I8iRF\nEYAw1IdqlHYKCkmZm3bfTedMzhO9o04EJDSB9MhCS2gscdwlKnqY2NDVDVQgkDYkF5rABN/yWPEv\nZcZxPfDi1QdHjhzpHj58+Fz/42f+6f3+/6//dj7xK0eP8+EX53nbT7+OudVFfvS9v43KLUIG7Ns3\nyR37buWxtUcY0bv47nf+AC+dPMHr73s725IRNNrlVxgn/7S4HaXvuSO7NPJa71so59dwLRbniuYb\nTH8InBpHuyGzG6Jq59I2uMEv/YE6HiYLkX20hyugimKp6pzJQjAysQ1/yzojWj92ttfrsmfPXqRQ\nKAvG5tSqFYctV2C1a1dZ5WGExQ980sQlAFpcK8jlezjFkL4G25LOKd83SwkJkQ3YSmOSOKcQOkyH\nVNKl4imfNHetQeUFGN+SeoJquYYRlkA48rAXhIzuv4VafZTm6gKoCPLkGtTQ9jO7da7xwiIm6fVj\nXZXDgtDnPxmL6uV0mvMkS5vsued13LJ9G3Gu2djsstVquV9B2mbH3ps59tFfQRYDAl+wvlRgYEYz\nXWvx+d/7EA/e+zb+5sQ5ch2xe1uVTz/zAlvNDq86MEP9zJMEPYdLqQ0MkXbatHsd2t0usjDARqtJ\n0GkRRgVajSa+AqSi01hnasdeJien8LKYolJstpp05zbYjGOSLCOMQjrdDkYrtDD4QUCca/y+N6cw\nWHJSX+tahWk4SK5zsizjAx/8KX76F36L8dFJvu8XPoQSUKnVWF+6wGTRJ427dNs91rc6LLcSBgcH\nQVtuvHEXMku4vLTIyfUGo6NjTA4WKAlBtTbCm+++lReeeZIaIc8cP8ODu25n9cp5fBHQjduYWoFA\nGWQnZi1e4YmlZYJywMHt2xgeG+cfnjqOCJWjNSgJoceXX36FG29+DQkhUcnDr/pknqUYlRz/TVqs\nhszrz/ecdoSLp86zHBV5w613IdhACze3McbNBaUKEQLiTspCc4sxPUQlCsi22rRtjiz4ROWAAQ+2\nkFjpAtiCZg+zfwebTzzBgTvfyEpjld03H+LRv/orauMTPJF5HN42QJhBCtR1zIYtUhoYpJ7Mk2uN\nbyyZFVx3815aKw0++of/mRte82pGtw3yfd/7Vs4+/HHuf9sD9HLJ2Q1NveYxOlBE9NE51uQYY8nS\nnNVGEy09TC7o5THSBy8qIhKJ5yukEWgN3UYPOVzCJAk6zdAIdG4JfMP4gQmY67F9214GR7fz/F+9\nRD7UwkcSRBEKjfAVXu6yfUTkYbU7URsZcPFsi9e/6U0svzz7Tevqv5SFowz8UwB8E6h8w/3GP7lX\n/nY+sZaCO++7DytyUt0jUy26xiOQkAmf/XsP8fDqQ+CHVAcKdGOFDARjU5PuTWwcGj0MfLJYI4TA\nLwboVPc1+7YfEGUht32NhCuwVpu+89riKYXuLyzy2gLhdPQIx6fKjEZagSfBFz5GCEzen6GgwBdI\nARM7dhHWy0yMVpzyyvbjg6SiVK3T7nYYqA6T6Iykl4AQeMon0wlS4PrvQqIlpFmCtAZ1zdou+9kW\nX5fBSkBJ3GnJgjGSjVYDZVVfjupOLsWoQBBG+D6QZK5P6yuEdFgVpTzyLKY+NIS1qu91yNF5Sq7c\nz8E6JK4bsBh7VY2MkvZaDsZVB7wRriGYZjnN+YsMloforq+w9uxRmuUyA6MjTA4NMlYaZm2zzcLa\nBgP1Gve+4y2sL58lbmxyfm0dk6VgNAU/4+JXP87g+KtJF0/jd7rs23kHXqHE+guPsTj7ApWBCGsF\n47pAJmD50irVgSHypQW88iCyFNJea1Ou1cl6W0grSDsdbGeDQIyCSAmLkmjbIOv5KqnJGB0oYDqa\ntTjF8wN0npDFMUb5xBiarRih+2IJGeBFgrGZSYr1ElmzwPR4DU2FTnWGt997H6PlIlmvS7y5ysrW\nLPumd7O1tUbbetx0cD9Rrjl/8Txfe3aeYHiY63ftYjhNyLIucW6wXkDNq7I+t8ptr301zzx2glI+\nRCeF40+/RLUyCPEcu26/kSR36rbK6AgD9TqNLOPEwhr1XuwQNdq5nLXUSD/kk58/yu/+j2+h3WzT\nOHuO0uh2VN+z4nkeWZpj0h6rG6sk7R5z83M0Wy2UqHFifRYWNymWFLe+7nY8IRBGs7nVYH1jFSss\njfWUNoqTx08wWZlha3OdDQkbhUFeXNti11iNK2s9994RksTkzD/8BMnWFhsX5+ieucKp2jGiO+/C\ntJu87p0/xl57Fu1DmHvUsjZ7Dt7J8/NLVMtlGlpjs5z1rS22BhTxaoPSrmkeeuprTIzezNk//xh7\nbpmm8tTjQMByc4mQjPHXvB2tfYwy5Nr5w4wXkKNclIMEkbsFJVAeRoFJc8eXEwkFzyPyAhSQxwlW\naWyuufTEUU63Y+48+CBjw3UKtWF+4e2/zoce/nlSmbGVJxSDAFJDMSoSKsX7X/9OLj/+AuO79/Lv\nP/kJ3vrjP8ELjxxncqr6Tevqv5SFow3806+yBrS+yf1a/2P/7Dp8+PB9wH1XH3thgaldkxg5h8sA\nc0WuFJQwRjCwbRwtPYSoYpWhWKiR2pyhSgUQCK3dLjkKSLttEBLleSS92A2NpeoD+OjnfPRVQf3c\nbKCvmHJZglIpJzfsF2tpIU913/1tkVagbYo1IK0B7YyCnnTS4ZGpSbqd2A33hsrOKKdcrGyIj7hm\nVnT4iOHqMKo/Y3FJg6CUQKepm0MECt1185yrai7RL8hSSPppI5iriWAWpOcMg1aF5GlOIfQRElYW\nLxH6ss+XctLZcuiTeIrc5hS8gPV2m+GxbSA10vMoVAYRBsKgjFA+0EPrpG8QtGBdP9xmOcr3kZnB\nE9LhWEyOyTMaK5dpN9a58NiTyIntHH/hMYr1GmQW7QUk3R69rU0e/ccv8pu/+j7yrMH+qRkuVgfx\nX2xz5uwiu3fU6ZoyC92M1143xWLjSWSc4F16hKg6gEk3CSslsiylWB/C6gylBHme0O023Sai2yBX\nJYTVJO1lWq0mJkvQKJaXFhgsRAxs387oQJ3lhStM334Qz/fZaLTYvesAP/8//RFZpqEvPZZCg5GU\ny2VC30MohRIK5QVsLl8kvLSderXA4194CJ3GaAOf/fCH2FXNMD1J6/gL7Dp0Ay8++lnE1C5Sm9Nr\nbJGV6hy88Ramm5usrKwy+/JLeH5AWCwxUSgispiezVi8NMvgZIGRcogyHn/9159nRCcsLi+Qilne\nc+9N+EoyPDZMfXyM4ZFhdLfDi2vrNFfXMdJ3qjxr8XDkga7wOXVlnqFKkVnhU1hfwOicwekRBG6e\nI0PJxFQZRM72vfvRUuJJjzdqS24toS8ReYrODcrzGBocoj5Uw2iB3BeQ55buesLq2XkKg6P4qsuD\nr7kOX8Av/GEHFZSwuSFudxGhwtQ8iruvw87PMXXDAa6sXOG2g2/GXrzCxV6Xr21JdogmTzz7JDJJ\n8UNFZWSEW3eM88lnZ9m+ezeZMeTVIXSeMl4qceC2Q/TWtrj+Va9mceksZ+dKbEQ+77rjQZTNUfRV\netbVjSw3bK6v4HkKHWc0mi2yyEcpSY5F565F2u4maKHxPEmpVMPzI4x0ik4v9Hjus8d4/RvuI086\nJAtrrM2fYvXMWb432c5KfpkvFzvE7YwwCDm0a4Zbgym2jl3mLz/+EHvuv8xPHP5XLH3mLL3xLXo9\nf0d/bHD1evTIkSOPwr+cheMk8N6rDw4fPlwCdgMvfcP9Q8Bz/cc39z/2z67+N/bo1ccPvu2Hfy0I\nPHoAArR2nopekmCsIgw9UivwCxVyUsqlAYfe8Byhlb5rwOKyAhwl1s0khFBobftucq6Z/ayQ/VPF\n1y+LM8+Bc5Db/txDQ9+7gNOua+uyPYxrKyEs0ipy6zLIm90NRmyZ3BRobqz1ZycSLcS1o73pS2+T\nNMXzlEM9+KLvj3DudW1ypIhQ0nP022t9NXtNeiulB3nu1FX22oEEraEQePhGghIUigWUJ/GtwPd8\nNrtNkm6CUDiNewDjQxWmZiaRXpndE9O4tcxSKRYwSUag3UnDGhDkbF58ES8q0+t26GxtOJWNFOTW\no7WxjuklpGmPKIwolODs6bOUimUWuy1EsUbc7ZIlObWBGmEt5Nixs4zespOnn/o8N9gGm1GNly6f\nxbN1zp47w+7pW4lEzHgU0H7pKco2B9uh02yRWUsYRmyur+PJnFDHNBqpA89VS0zvmEEpzVCtDlKQ\nxonLQteatdVlNlfX0SYlVwZFRhiGTG7bzsT4DlQYUq2XOf3iK4jAJ027LlbWaHIlKXqBy6WX0rUD\nhWsVlvyQy2fPcfvt1zE5PoknYWhgkJGxKrViGzJJebBIY32ZpUuXKYiAQuiz0WgyFZWYu3ie9U7C\n9M4pxrZNI6Wk22uzuLWJCgKypEdiUgrFMvOrc0yP1llY7VAa0ITlEh1rsGjiVNO2gvMvvYzXH2yH\ng6PURgdZWV7GEyEZWd/cBkYqLi02GRos85qDNzoZKIDVeP28F3uViGBlP98GJCm+9PCuJiwKd08J\ni5YSISSedH9kUljyuEVQLGGsYed1u5F5F51belGIUh5GaOg4oKfWhtaxkwwMDjO0c5p2t8cLX3sG\neWmenW+4h9XNRR5fmuXALbcQHTvLkUceoiOLqB1DBB689MIxxg/uo1ZWyMIQwpPkaUY0UEEnCcJo\nagM1RChRJnNEiavxrEY7/lmW08kycmnJyEmvGlyNYGV9A4Rx0a/KkOQZnq/wfEmhUCCKIvLcnejv\nvvl6BlRKunKeC+dfRsdd4vYyR5/6GtUBy7a7JlgWligIGE9C5mbnWV+YJ6hVuOW1b2D+H18mGEqJ\nRZtqYXr2yJEjv/7/VGe/03JcBfi4ODfv8OHDIZADfw/8r4cPH34H8Fng14BjR44cOdt/6l8CP3f4\n8OGHcE2MnwN+79t5Tas9hLJYUmyeoa3BV9KBvwIfAkE1KFMtVMiNZueeGawUBCpyyqP+jsnhRmx/\nEXHtEhcFYTBWk2eZA71ZR6G1fH3W4RYV+mwQd3QXVmGFwfcCMp0R2gAjPHzl3kwEvougNQIlPZSx\nGK3RrS5atMhNhiXAVw75F/gBHgHamr73QXB59jy7BqZcnwnjFs4khiBE6x6BEHi+T+8q/5scIRRW\n9eNRZYCW1qGe+5h1UAhriQJFLSxSG6nyqqnrqf3yv+HQ9Ay1wOcXf+GXMGmPjaUrvOPV9xGUi9ci\nYIUSiHiDeE1SGt+O7TTpxjFCCXTSwgjD+voy3eUFvEIBVazSbG6Qp5qN9U2KlSHacUa3sY60GbML\nSywuXmG91aK91eKm+36AOOkgtWVscpJOu835C4vcc+99HH/mKTbjLi/YlMGKx8PPX6RUGiCRPhY4\nefIoC6ubGPN5btk/xeve/jY2WzF+sUC5UKdUvo2C8lHKooTLqc90Tq/ToN1o0W6s0GlvcO7cKQYm\n96KFT3Vigte8+l4mq1U8a/A9gU567N29B+v76Dwj7SV84pOfI/BDytXAGUazDJ3nSCSZ1i41UhhS\nZShIhcSy/br9nD09S/mBmxkMc0499VXE6yfxPM/lXwwPsLK0Sjg6xlPPHGdgYhtKGlIpqW7fzlgQ\nYkoeleoggRcwUK5y6uhzXLmyRlix3HHgAI+ceAV7cD9HXzlDpDz23ncXZ7/6FX74ff8KshZJJ+Xg\nzh0MDDcwKPAjomKJ0Gourq2Sk6F1TiB8jIFMwedOXGDHaIXJXTG5SYnCArkwGGMRnkJZ6d77aLeg\nCIUwBiscMsgasEYhfQ+T95BWkuZOMSmNwLOQttqkVrK8MMfYDcNI4NLpSzSk70CPOkdLCcJn/jOf\nx5iEqe/5Pir79rD80EP4k5PUKj6L589SGxri5OkFbt7uMzkxin35FcbGpxjfs4P0s89Tqg9hvIjU\nk4Q52Fzj+QFeoGh22wRYglKRoJlSzEvorI0txEjpo/uiGUxGI+kQWxDaMjQ8TKO9QZpraoWIXFrK\nKmA9jalERWQJIuXj+T6FqIjOHfm7GKXk3Vk6W2fJjEesU5IkpWNiioWAt5Wn4NabyFc6zJ85hwx8\nbnrgDg7M7eePfuUjiHKMumM3tWKJaumb19Xv9InjV3CLwtXN+A8Bv3HkyJEPHT58+EHgD4CP4Xwc\n7776pCNHjvzx4cOHdwIn+s/90yNHjvzpt/OCFgmexWpFprM+j8nlcOe5cL1+k+MpSauxyeTgPjLd\n7Q+YFdq3mDxzTuv+vAIFKvT6xjqn8JHKQ+isH0IkHfCQvh+BftHtIzusdLRaKUIwoh9KpJFojBVI\nFEmeI3BxsNq6IiKspBOnJEVnFtOhAgtRqUC31ybUhrgXUy6NY0zG+uo6N+7c7xpHQrmeqZJ4IsDz\nXBSrW8g0yvORgY9udmiublIdGnFtuFyDtvhWECcxSWOLEMub7n4D436dpNug1DXcUKkjNps0pEB5\nPkqAEhIZFhDW6y+a/bhYLEIqsqRDtRISBArhR1x45TmsCnnisS9z/vgZlKeIibGxYLPboZflYBXr\nWwleqcDw+CB+UGJqZJL3vOM2SgMjfO7xl/GiCoVCgSTpUakNMN5o8rVHvsDC7GlG3rQDQ52tuMsH\nfvb9/JfPfJHe3Bp/9l8fx2oolwpgc16Yb/Du+hCDpdjlpsSbNM6vMtvs0Gh3QYTEFjSGqfHtTE6P\nMzN9AI+cQ3c/AGmX9tI6i4tXOPG3H+OZLEb6EeVaDV+4NqBQkCdgg5C1jTaGyM0DbIYMBFFURBtD\nYC1Geo5CoI2bCaU5qteho8p08pBIegzs2e0yPogx0pJ0u5geZKHk/MIcYze8ip2TE5SVz8rqOtO7\nZ2iurSASTSFUnDv1CgduvpmjL50jbTXxky2GSyU2haC6Y5Trtebk5TkOv+89KDoo3+P8xYtExRJD\nXkBHebSGx5i+614Wv/wVpDjjoni1JNEQStA5dHLBsdkVRrfVGJ8cch4doZ0ZVmusFmBcDoznK0yW\nkmcaPA8lNRJFpmNMKpEYrHT5Jjo31042nU4XbUrYQoTtNrAEPPyPj6P8gCwzxCSOppAkLM7PMr1n\nNyeefoqKLTN0w43sues2Tj/8KMJkrGcwFA5gBawsLRMMT1AbGeVvPvcIuchJ2hvUs5QXz64SbZyn\nXKlTqxSpletsXLzMtv0TtDptFlc3eOlzF7j/u+8hJOxTIyBLc5YbmyTKp9fqEpVC4ryLwcP6AanI\nKUQhmdGEnkez2SPSksAPIHOR0GSgjaWx1cJWtTu1kaG1JvAtw5Ui5TDksS8+weTFK0zfcTdj48MM\nVeoU8fjsPx6HMYE8NAMiJYgGvmVd/U7LcX8D+I1vcu9LwHXf4rm/BHxbpr9vvFweuEFI0MYh0W2e\nIYxzVDtVlETbnFfOnGbbnQdYW15kf31bP13OkKc5XqHgHmuDkIowCJ2KqB9zetU8p/pDcenJfoYF\nDp0A7vShPMAZDY3QSKPxBCg80k4DD4UWipouUgq9vncAkAKlFCq0jkIbegQ+jueU9lhJNmkHmtdG\nHqUwYuae27lzaJDdwyPk7XV8ZbA2wfcrCCnxowirUzypiOMep0+8zOj4DjLjkBmNjUXM+gLLiwuI\nIOT8yyfxK0OUaoOkqWH/zr2sr66RI0AopAXTNw2CRkoPR3LXCOshbX4NZ+JGPDlJt41fGcMEPYSU\nBDXLeqNDtTrEB3/jVzA6Jwg8rsxeoN3sooKAhYUriGiAbqOBMSnNtS3idoNPf/LvkH6B8u5DVILA\ntSC1ZWVtmcX1ZU6+dIzRwYixaoVmK6YTJ6RXLvLmOw7wOXmajY0Mowzd2FIoBmy0Uz728U8wtWMX\nvdhJVAuRZNvMLm66aYp6tYwnLMrktBtrLF04yckzp2g0Y0qVMn5YdTHABY+JmV34PgipEGQoLyTJ\nDL7wnIpNSgphQJ4493ugClwLAJOOsaa1ITUaoQ3tvEeoPawvqYcGaTVDO3ew2dQMhgJpXRSA0Rlp\nltJp9zh05600Wgkb83MMHrqFESyXLs+zY+8eLp54mW0Ddfbt2kHcbFAqBVy8PMd9N+7kdbfezkc/\n8SnGR6dQhYwLx5dYv63HeNnNv5Z0yMGf/Xfs372XyXKZchTRbbT55X98EmGU+9vTGrIUE4auvZUb\nnjt1mdtnhtm5YwdpnoJV6D5mxvOuLpIJRoDwQ0KFa6lKv28EDRG+BJMCziPlWr45BkG318PIiBvv\nvJHAd0FmxXqdpLUFKqBaqNDLm3TjjLW1TVbXjuEJi11Zo1yvM/vMUwxWa2RzHlE55OZXDeEJw9T0\nJIXFS5heg5WNHoOFkPLUNqzosmaneMsd99DNNEmes7HZZDHKGCv5bD+4l4nrrINkSjezEFgXjIYi\n01CUEr8c0e71CKKITORYZakVqyStDu2kR5xbIiO58tgriAO3YQWkvRSSHG00yxvrrHQThiplhBBk\niaAUWraPVDk6N0/TGqZ1zOalM3z6mdMEu8qockh6A4iwTjdpIlWBJM2h8M3r6r+UGcf/b5eQnivW\nWuBJ1080QpMawLMoYQmFIfIsi/Oulzh34SJy/539om/6XCmXL5ElMYFfQAQKrHZecaVdCpxxCXBW\nWAfsy8013pSLjM3dMVsKlBdijSYQAjRokzlkhXY+hVbWwfckadhhbHSCnXv3Uxsp8td/8gfs33MD\nZU8hspStjVlEM+G3fvIDYAy+r7Dry9xclPhph3yxQ+BJCGrMXTjKzA33IrKO2wkmObGwmCzh4c9+\nlmR+k5k9e5FhQKeXkccpGR7LS4ukqSbJJJudBlk7p5d0+d53v9u17KQ7YbnBet9nwdVEPANCO9e5\n05IihGvXlcqjJM0VyFKCMKJSDFhYXODiKy/xD+sLeEpQqteYvTRH0nHO7VJtiHb3Ap1YUywViHsJ\naI0K6wShYvX8LAPDM/TaPYJiAWEEYbFEsVhhfLTIpUuXGBncRidtoMYmWLp4hn1jRap3HeDE0fPk\nRlP0PXJP0IvK3PfG+1GexDMZRqe0VpaYO/4Uz51/mVY3xStWKER1hscH2D5zgB0yR5scpO9OD3mC\nHzqjpTUpUimkFPjKIeelcCQsbXsUoqqDG9q+zBqFMhZC1y114j2FUIAniBsb/P77b6QgOo6qG3cI\nhUFnrsVlE0uj2eD4VovQlqlUK1SHhtlaWadcK7GnVuf8yePURyYATS4lQbHA+OAI85ttHnvhDOL5\ns4wNjfHm19/B0196mJ1jE8xdnmfs4CQIn313vpmdu66jWC44RlU3ISxEaDKkFfiewJcB3SzD06CF\nIwY3jeHc7DI33h0hPJA2p89XIM57RGEZqSJ0P7Qllw5Vj3CUAyutw0X6JaQ06NyA8BDSw+aQ/V/k\nvVesZVl+3vdbce994s23YldX9/RU556e6ZnhDCmOTQ4pM4u0ZNqCSQsSQMOCaUAvfjD8ZhiyX23A\ngk1ADwJtiIIh05RIieQwiMnk5Ng5VOwKN5170t57RT+s00MYhubRMJoXKBQK9XLOPfus9Q/f9/tc\nwoeWqpK4FFFZ8/DhMTkplExEUTxNUgti1GgpiFnw7dffxqiCDbJkpJH8t//9f8qNcQ3BM7q8x9XZ\nN+jbwH/1d36Sb331Lb7z7n1SbLhxsSLHjoGRxXV9ecy1qwUymlQqC3EhEKpMOlrnCQgWyzlrCY2p\nSV3H1nibR4tzspSIlJnPzwkhkZRi5CMv9w3Ha0FVaaTQ5N6TfE9wkcnA8Pa9+7Q5MrUNSgjmpy33\njs+4fTTncx+7hnYZseppPrFNV0Efy2dlhSRXNW1oaQb19zxXP/QXR5HCFoBhjqBJoBRKauoNUlyq\nDDIyNDUKT7/siKL4EKSQKCvIm2hVFxI2S7SuS/ehVckGzhkJpd4RtvggZCRnQdzkMeQIMRfVjFRl\njvvCS8+gqMjzM37xF3+OxjQ01vLXf+jzPLp9l9/4H/6nsvhTknv33uSqali/8y6t4oPynp2DQ0Ah\ntSnpYWmzgCcQNWShSL5FmJrlw3dYz2YkY3F9ZNU5/tVv/kuMHPCxn/w0amTZ3t4rr7eF+XLO5MEe\n88US7xMf2z1gHRKnpzNE7srFkMsoTOaS6SFTQAmByhmpIPau7B1ECa0yVvLw4W3E7TdRfs2dO+9i\nsGRrOTlzDIcNbbdiOt5iWNXU1kLvaYYDRhPLYDjiZLEgdYHGVsTcom3FsB5wnpbcf/SAph6X6ysE\nDqZT9i7vc/lQk1TPulvgcub43vtcOrjCW3/xTR6/epX9n/o0v/+vv8g6OJ56/ile/tgT/NGv/yre\n9yzna9AN070ph7sHXHnyOWqtyCqi0aUKFkXYoLMlktC2QolBuTSzIStRCMeuQ+mC0BZCIqXheG1J\nCmQSKAWEXA5LBGKz6wg5E0TABoNMiv74FjI8Se8Ddx8t6VPNP/zV30SFJQNVc4BgJODCYMx6sWAy\nuUS1NWBiJzy4/R5vOc9jVy4iUyK2PWyKo529Cf6dzLfvHPEDn3kFd9bxv/7Pv8Lzr3yKt19/k9N8\nxivPXkOIxOjy05iU2aosIkHbOdCSa1eu8I2vaRyRlAMkT9RN+Q54x8IF4uUDbj56xOXtMq5UIqKk\nQYkBKkVi6ijf2M1kWxSEgRKWSEQL8V2JuyGTYl98V0RkFMzjHJ0TSkle+8ar3D6PJGOL3F1K0mjK\nenFMyOC1wk6G7B/ss7W1RVYC3zpuffubfP1br/LRT79AJUs06ydevM6Np14k2TU/+Mnr7PRLnn3p\nFUQ9J+WEkbog9aPHxZKwqbLcYBgghU38QpZoBCf9GpM8bYy03tGGFqU0fdeTgsPrMs5qFLy0HqAW\nDlcpsrQopSBGYoiEdsXW2HDj6jXemz9iuxqQfGRYNezuTfnpgzHjYcXkcPa1p8AAACAASURBVMK4\nqrnW9nydNUoV/EigiIfIgtV6ze70336ufugvDrNRPFXa4FKLVmUEYK1A5IDWAkNi3T3i8atPMe8X\naDEpudsbA5o0mtQnlLRkEqH3WFsOhxg8MUnkaAvTtRs4nypzR5FLF6A1MidkjPguYpJD+46D7Qkv\nP3GD949OEd0Ok+EAJAxlTd/PEaqhCEwkYrMkBMhyo+4SFNmuLsvSUulvXrMQfJBhkVNEiIS1DUIq\nlK4ZDsacuBlNU/HY9Rtsh5YXn36auh7y4OyI7D2n58eovmN/OmJ7vIWtDe/fuYtwUHdr3rl1h489\n9zTZlpwMIQM+eJSEJDPDyQhjNbUQMFLf1Zl53zLZ3SIGT7Caxz76Ej5kQgxsX1Z89PlnNybJRAyZ\nw6tXUMqyXK1JruNktuTwYIfje3fouzVnp2fsbF0lxA6TE5UdEGMon0WMfOP1tzg5PmP84pMsZg8x\nSmGbAftXr9H1M6oLu2QBdrXg4qUp3fGCTzxzFVEl7O4Ou9aSfc+kqqi0KuC9zYHvfcLK4qERRVVf\nOs4oMJmClQCUsoQUIEWkLCiVgpYvEtMoNth/IAUQKUGKZJmJSMym5TBSEfoOa2v2xgMqrZCmoXvs\nMt//C7/E3+6/w4g5+MAf/c6f4+eRH/nJT/Cb/+xfcHQ2YyrgLDxia2uHoVD0647gemLwGxEFpFBC\nudq+45tf/wY7u3usZM23Xn2Nw8k+zz55SOjmSKVYush8fs7+wdYmVKyMZZ/46BPY4YB+7UAraiwp\nBYTQ5CzZ2d7ly195lScP9nns4JAce2KOZBVQGSKREEuuicCV+OMsMEKRRYtre2LO1IMx+LIATqJ0\n/NIatg8u4ednpBwIfeT40RnZSrJRnEyH/Mx/9vf53JNP84e/9wWki2iKfN3FTOcFkUASlkvPfT8/\n8dktRFwRfCwFX2pRUhTjnoSnXrxBLyJ1SmWfmlzZrYoCqiRnfHZYUW+2u4noHEoZOu8ICaIoHWrf\nB7wItL2jXTtSjAQh2W8qXl5VVOuAi4VO4VZL+t6hbU2MjuXxMbqSTIVhcXNNZTVjW6ND4GBUcb5o\nC6156eiy4dCOubxlmWWP6DqSyIxqTQwS+T0Ah/BX4OKobAEZpijoVzOsqdCyZndimR0/KpimQWBt\nj3j5kz/CaCp4/pf+FtcvXYD1MTEnbLR415VMCV2q9xw1PvTQe4YDzW/96v/IxYMbVJMJrQu0y7Zw\nhzamQO8Ts+WC0c4Wq9UMqBmNGsaHF/nIzi7vffsNJAktiqlOIMulIYoJsfyjdDVF0aUpxNvNIoVM\naULSZtleBMEyB7JPJO/RMUBoyW6NryTJL1jOVsxO73Hn3ox3b91m78IBsYLOK5bzJd57RqMJ060p\nIkTkcIy2pRp76vmn+fXf+N/JzoNt+LHvf4XdqwfEXA69xeychQSSQOSysNt8j4gbBEpMBREdQ+Ls\n7IzZ6THH9++xapekDNVwq0iAUyZFhbCSxfkSuRmthADajpiORxjbMDmsuLd0iI2M1Qwss9OHXL50\nSL9cfncGfnz/IRxMGYUlw+0R7Toy2BszvAVrFTBW04jMcFpxdu8+y2XLrXXHSy88g0oS5x3WRnIS\n9JuDPQqPNIq0ATNGGZFoUo743Bd/Sy5zf+d7pDHFK5MdwSWkjKU7zBGlMzFLTDYkAUGEMgbtOoxV\n5NBh5ZDf/Z1/QyTyF7/xRfCRP/mnrzI/OyUDdaWRVpP7JaKyLBdrjLI0VjM/OyEFiDkjZdxExkqq\nugIlaXSpiI/Oz3EhIyT0bYVrE0/4bbRR9LEmesE6wdH5igvThlnbM2ksL37yJa782i5vrhf0zpFC\nIMuIUA4hNKHvWQWHCprQJQaVwGdJjIGUFMiAVRXetUUllhMpJVzoi0CRTBIB386IfjMWFQkhLXG5\n4vqL34f7v75EXq6Bnqc/doMfSCNe+bu/zOGlK+zsHJCP53xV7oD1ZOHxIYMp6qyQJUkqWiE4O2+p\n8xwhMtooDve3qEYNoT8CI6mGmel0j7PjcyDik0eomkRG6YiPAiUtwfVkLQuJIUu6ds3Zoi1JmyFz\nvJqRyRhrqbIhhvKsTlXFi2cK0wZ8FzDWlEKn1mV+aQQaWNx9Hx3At44Lo21a35UEU2Pw0RdOXmPp\nWkfMcGl3iy8tVkgtGVUVXd+zWnQMhzUj9b2vhg/9xfH8J65zeKnm1nuOV57+PL/w+/8ld+7cZmCm\nWKmI7oz/7pf+IZJiKqsMCD/j5PYRu9uXyDje/tIbHFw5IFeGZrpFFzpkqgneIbLit3/3n+Pu1yQ3\nYzBu6VpHNWo4e3SMrRpOZnMePrgFrmE43eb87JT79x8wP5uxWC145Yd/AKvAVCBS2ZcINm5ukTeV\nadkNFGFtRhJBgCoRVZB1Sc8jowvGlxAdrlsQ+yV9d46fzzi4dJHzR0dgK1795rc4mbeczjzNeIxq\nGqSQ9MuEWy9p6gq6gIqJFDVf+dLXGU5GpBTY3tnjeL7ENmPsds3ZYs68PUOegLV24wURBO+YnRxz\ndPSA1ewMlGW96gDFqvcMBgMW6xW1Noi6pu9aYkxUtirL5Az9KuNSZP/CDhf2txlPpgy3phhlqIxC\n64qYHTKBz4p3/+RdhsaSY5E7X9i/wJ/9we/z5N6zeBnBe6JIRCT11euEb3wNJQZUWrPuep558iKr\n9+8wUVfoQuLwsac4iBmjCjRTCo1JZfSohhKTIloaIqGwk9BA3OD31WZJ3IOsCvAyRbIo8EyRoc+R\n2LdQiw2CXyBC2RV5GdAUiWnMJXdepoxCsL1T8/EffIVhVfPFX/mvkWpEUy0ZbW+TlaFq7vPZz3yO\nW7e+ToqGrQu7tOt12cU5sLZiPKzonaNbL7HKMD9fEboeqTW1FrQtpOwZmSFdzMRJxXsnx2T5EbBT\ndp58nOc/chUdMilmlNUE53jio0/xzHPP8Nrbb6Gkphc9MglyTFQqE4PgqRev8vrrt3nupUNcaMt+\nAjBWIdClw7AKUsAjUFISckRrvSmgQJmGLB3BebSUpJxwUSFuvsf5ndvw4gsIU8ZVVy9c5kIzZXe8\nzWQwYb2lsKJCaEGOBqETOmXc01f5xNMf5cVrj/HY9g7/4POfx4ibZN8xORjzwz/1n/Bf/C//iP/m\nP/4cMgiytvzjf/UFdvYlP3j9MklkdHakDH2bMUaSQ19C0nKJZnB9T0Jy//590mRM33W4kInC0S4c\nbe9oKo01mt1okMuejKCxmi5mLly/hEIRQ6AeDaFPLE/OmdjAcNxwRcPxSiPwpA1xWhtFaHuoDH7d\nMZo4LtRj5qMAUVINJAPV4ILH6O9NOfzQXxzXLk55963vkHOk0Ze4f/MIIweIGEtrLAVqM/PRugx7\nZC4Vf4qB9+59lcPdx3hw/oC4DjxoDCcPH6Gy4OHpMTpbvvQnf8w7b5xxYW8XPVJUgxGrVYfUDXI0\nYD6bMz8+ZWAMYlSROocajMnTzKWPPEGuEvO5RxqDlYqhLCRfIQVCCNRGvy4piIVIJLgFoXMcHd3k\n0uHj2NrQrRZorVgGR2UtzXBArcGOtkFukfJjRBfZfnyHvu95+XMHrFeO5arHB0ffr3HrFtm1KKPI\nqjCyptMRSTqeePwi21tTLlzcZzwckZPn6P5tVrMFw7zg61/6MrKqiD5SNUN8H7BasfQdAo3vI8b2\nYGqMltSjMctlRzPZ4nB/HzWwXDzcoxoOaSpbKLtaUilZZM1aY6Uhb+J3xaaalzKTc0XOkZxV8elI\njbUGaS15WBUA3sDQzhWDgWZrvMPs+AFbV69ghxMau01Wmcs7W3zimess8Mx6x7AyZBGplUboDVZ9\nk4Pig0Mki0+ChKdA/MsIkSSRdqO4UwEtm0LAdV3x3AgKIThnjMhoEWmDQxhVRqIClDTE6AlKoCLl\nPahCes458jM/+Cx7VSLLHpqIEpksEl4kFAFjLcuTR3zhj76NqafomBnUA8bTET4VaW/b9mQhiH0m\nkmnGI27PTrC6dHh2NKLre1Rj2W9G7H50nx/69MfQUrAOir2qJvSJECNKKbTWKKsxGIY7e3zu3/k0\nb775Drcf9sWDkYsg5T//Bz/Pi8rxxtdvkVzc/O4kmUz2kZA2uB4BfVuEDimDNWqzPxSbVB1JyoLB\naEDygShAJ8Vrf/rnqMMpZjgkZ4kdAMpxvj6jWexiByP6tufv/fLf4Z/8o18hyMTeR57gpe/7JBdN\nw8iYIvTwiR/72b/FW2/9HkezU575yOMol7mxNeYP//RrHOwO0dLw8hMvsHXlMXL3HgJV/FRCY2Uq\nwFBkUVJJ0AJEVTFre/R0XDoMq9HLNa20uNUCLRR1VaEUrE7OybkutInKYkLHtB4zbAY8vHkXkTM7\ngylmMGG5WBHaBT0ZnyXJZxwdEysZqiHrsEJkgbaacN7xTLXDF/oTdMroWlJNhqxmHf7/YV/+f/98\n6C+OIuMxJCJVUxDoSkqiKJeEkYU2K1CgSwpfwaQXRML1x17ELVv0qUINarJMTHf3SFHQ3n8fmTs+\n+8pf42/8+B7TnV2Go5rjkyNCV1DJvW9Zz2cklYEBg8mQqp6wdeGA87NzVC4HwZe/9U1uvXmXrfGA\nUA+Yv/8+Kz+ji46d8YjDvUOGO9sYUQ5LskUAe4djsk/E6DHbE7Iss3SRMmsXSvhSu0KQcd4V9IiP\noNQGmicYDGrIDYyGpK1M8IEueNazGUfLB9x78zXm83OaZsD5g8yrX/bkBCF6XIQYIlVdI1AInxgP\nKroYMAPD1oXL7FrJ9vYWw6bBCImxhrqyVJVBSF0OWiGxsiaKdmO23Gz/RUIkUWbcm3AsctFr5ZjI\nvmPVrlidzVjMjrl7tETYGxupdPn83/zat8g5YJKhqktBII3g1oNHjE8f4BZzet/Ty0SlDaGpkS4Q\nRMTLmigz0Uekd2QEMQqstVhr8bEvOesfhF8JiCltchYkQgREzERZ0DFCGbI2+DZgKyAbUkr87E98\nkn/6u6+XqpRUAsKER8qyGSrQ5ITwPd45BsOag8N9ouwRORKzKocmhdybKY7+xy5d4clrB/zZN95G\n1TWTvT3yQmCMpmoGuOi4uL+Ln27x9u2bTCrLoBkgxRJpJY2xxOj5+f/wp/nTf/2H/P0ffQERfck4\niZHl6TFyb7vsF0SmqgxSSoIPDCY7HF66wmBgeNZdo4uBk7ZjtHuJT14a8vC1B3zsh15ES0dMmRzX\npJxxQiJlRQrledVWEzpHXRtihKwjIokNMt2hJbjeF5GGslRW8uwnPkXcaum7BbaRKKGwUnJy+31q\nvUWqBgy0RPqIEBXNkwf8yGc/w3Y9xPe+SN9NWXLfuDLh6QvFD+WRkAO/8Dd/GIIn5IAUlnOfUe4+\nwpR9Y/QZoYuKSgmBd4GYZSFn54gLcDI7JQnNYj5nMGyQwjASidwMsMKhUkKrGt1LjIShMeViTfC1\nL3+Jv/aj38eFJy8ze3DE4OoAORmRlxKlBTomZEpoVSgUMWZi7FgGMKqjyRWDYcV45bApsRYwTpHz\nfok2FaY23/NU/dBfHKXKid+tdNhkOWyEs8XAh9oY9sofNpnRxT6hEEohZSQETY6C5BI+OkzdcPro\nDpeaLQ4uP87O3g6r5QlaGMy0Lu7r1tI0Q5LMWD3E5QxRc/ed25yftdy9+4DF0SNu3noXu73L+eIR\n3/fR55hsVVyeXi+cKVkWd75viVmQoyfmMsbKIpOcJ8dQApmyI6eCUs8xEVNxlGYghoTUpWr1OZbD\n3wdWiwWL2Yz5fMH8fMHs7Iyu9wQXihxSaToPXXBlmZuKd0NoNl6SisGgZjAcMRzWHOzvs3e4xXi4\nhW1sqSNzRhGK4TFmbG2QSiFEieT9gCqsZVMO5031vvkQSSkhc4n5TTHQr1c8uHOLe/fusDg7B5XI\nUqPqi9R1gxCZmMGv17TtamPMTCxXS7amQ5TUzOcrDBKjDEfHZ5iL27jQoa1ksfZYASKWXk9phVQN\n3vUoWwyNQsqCpk8ZoTRyYwgs3YJGiEQIZe5OLh1kzkV+rW1V5Nn4ogpSAswHEocNrECUHUSOmwCt\nLMghFLNmSlijSCkiiBhTbZRtCVRDRnLh8j7d/JR3v/EdFq1nKAvB2fsiZY7BMxho2q5Di4LI9yEy\nHjREkdFKll1N13PvL/6Y5z/+NJmMNKYEJynJedcVQqwpBUBWAqkFvUtQV9jBiLr3oGY0QjHcllR2\nm5jh8tOPkVLBs5BLxKkEkvMk6QrFIPrvqtEiJcVTSw2uLKqTgBQz3jm0UYjgUFoz2tumHyTWOm8i\niQuiYzE75fTkCLu/z3gyYd11qP0pP/vD/y5d61n2PSqWs8IoQYwZHzpUdIgQQILRRWYvjaSyI5xz\n7FW6dKJIur5HW1u6U5kRaaOg23z+PgR8iEQhyL5DCMH5+QxlhizPFzhLCZjLnuA6cijx1DkJ1l2H\n7zzzPnH34U0O9vcZNhO8d9hmyCPfsV0N0N4ToyCJRN/2SCGJWXByvmBrVGFVEfYsHxyxe6WmaxLd\nRpyhYqTvPMP/HznH/7//yWVhbDZvVVJMW0Lp71aIgojMRU6aRUSkD1rqxGJ+gkbh+pbu9BSXIn3r\nCSnRdR1nZ2e8+cU3+D9/6w9wYc0qOZLPgGBrNAAiiMio0dQYUj1EyIatw0OyhfVZz/TqHp+6fsDi\n5BHLtuXN995j+geCT//4KwSpKACTIjMkFNx4yqXyAUlMBRiYvUeISIyQ1pHgexaLFbPZCfPFgtXZ\nGYvzOSFB6h1ITcrgY8lPixR2j7aarAx6q6ZRUNcNurJsT7aZbo8YDkdURtJoi61rpNIbbpBACI2i\njEyQZnPxgshl6RtTLpkLuQAKESByOVxDXIGQJO/oXKRbtxw/vMfJ2SmL8zWjyZgQPMpapuMdhBXs\nXHyC/SsUXwqSNlm+8I3XeO6lT2IrzatvfAcVyiJ+PZtjBxXR9wyHI05tRSAxHg94eP+UkYC+qbn9\n6rvUE82j4xMef/IJZHOI0YaMR5saKSVSW3LwaKkK/j1D6wO1rkrMZwgYW5RXyEwKCaM0CEXYpEIq\nUbD5Ukt2J1NkloQkkZt8lZQkUpTPJuVMypGubxkNKxKa6D3SCERuyEJDKoIBmRNaSrb2x/z2P/7f\n+LG/8RO8/U/+GW2MnD56SD0cMhoMqSYDchTM10smkylNU9F7h8iaJCXWVAhjUVbywuc/x0cOhygN\n5IxLCSsrbjx9g8WqY3dn/N1CzADJGD73732ef/nPfwOTDKpryGhMDuVQlRqRU8mliYFkNCDKs2AN\nSmjQJW5ZCElKHmPHCOU3PCuPSxIpLSmuMfWwEKhxBCSn8oRhbJCiL91YBl0p3PqUu2+/hsuZ3Wde\noo+Ov/fTP46LGZ2gXa5YzlcMFjVHXU8WCqdhiCqAUp/xoSBggkgo58ghgCjPctISYyuELMq6hCzs\nOFXiGYgBhKZrVziRqXVFMKXAa7slseYvl/25ECWqnTGPbi2YqoqxVUhv6ZLg7s07XLn8BBd3LuO6\nDlkbzl3HVNebuOC8SRTV+NCBqni4WNM+mnHTZC5dO+DurGWyAv/cDqkeQExkIza5Qf/2nw//xSFK\n7GkmAJqc2QTnlBmeFqKok0iQJEIkoutJwNGDW3zrW3/MC09/FroZ777zFntbO7icODme8+jREcuj\nGdeevsLWdMIT1z/CvJ9x8ztvs1h37B5epe+WEBOdyiwezpidLRluTemWK2Ztx3Q4JawcYmfC1sWr\njGPH3ffe53jdMXt0VKqojd+kdEqK4APeO1zbMj8/5/69u5yfntO2y3KIQ+lIYiQJi7XQh1ikwZUl\npQhGkWKpiLTVjHe2GA4HXNy/hB5aLBpjNE1TY4xGGV3AhzFimyFZpO/GvEohkEpt5K8bRpeIG9Ob\nIEZfKuEckTnj+9IxHD96n3u3b3F6doLrBGvXYaSEqkLXNZPJlIP9bZrRlN2dfYS2iOSx9YC2XUJO\nDCqLlJZe9MSUWLSRZ57/OInE3XdukXNiHteoKDk9WbK6c8ST16/z6M5rxIennH7zVX7/T77Jnh4z\nf/2In/4P/iN+64u/w8+98iPo5wQpJLQS6JwJSOKqo540+HWPspYsIkqWirIRdSHYSklOEecjyESO\nAqstMWeC69FVRWUGZc9QHlIOL17EIvAikaJEy81YBIFGIGIC7zGmLJB99EyGNb7t6doFg/G0SHm9\nQyuNc2uUUHzqF34Goyqee+4J/vyN+2g9JCyW3OQOF/sdTD0i+0C3XLA72eHt27eRjaESij4FRLYI\nY3j8wghyUR5loBIVzf41kJLhZIBWEu9jccJTGG9XLl7ihaef5vXX3wSj6HIk94mkiutciLLslsai\npCL6Fp/K6McoSUQgZIXMhZoQYhnBCSHoE2hTRst2PEJGgU8ly0Mphd6vaYMHZUuapZJ0rmMwbqjH\nY2QOmL0h26MD6krTZEHKmdYHRE4sTufIPMCHwEC9QP/GPWJuC6ZEZnIonWAUuUSyCkkMrqi6UsQA\nWYFNJdohxIAREpcTGU+bIgNjWbo1QguktowqhXORhc/M1x1kwbpfUydNdzbHbk8ZxZq6toxiRg9G\nzGbnHE4PSDmhrMKHyKJbYjCILEkJ2r4tWR4x8MV7pzyxrwlruH/vAQ/JfP9wAGhm645KawyCs96x\n9VfZOS4RSCIxlwshAloqVos5OQa0jBgjUCLTLxdYU4HoqStJFyJX9g45ffA66/aU3amCPCc5h++P\n0blnf3eAxtGdH/PWd86JYsGyc7hziLsdOTqkqWk7z9plDh6/zGA0gOyZLFc0TYUxkiEdF65cQUp4\n/iNXmJ+e862vfoPVsmW9Pmc+PyXLBiUUUkpiKD6FsDl6ci6BP1oIhDGE3iOVJsWAS8XEaHTDdDpl\nvD1lb3uH0XSIUoZKWczAIoVF66KGypv89Iwqca2bwKQsBFIkcpLfdc6nSPEBCCBlkk/kmDg5fcD7\nt2/iqLl3822SBxcCMUaEMUymY4aTbaYXtrFKYoeGWlZURtAHh5Ll/RgjEUoTfEJag5EgmhqpNjG+\nOWKqGiMEukv4XFJ3rFWkLtOvIkMp+eKrj2gaw7XDxIO3T+lSxdlvf4e/+ct/l9/+tf+DSgxpYuDn\n//rnIPfIUJhbInh8ymgtGA5qQh+KPLj3WFM6CqEyMWdsEsWIQWZg5SZaWJBTJCKo7YAUfJHqioJf\n8SQuHG7hcio+AQ8+l1BqKTKRQNetCX3HaGtKTtD1HaRIVQ9omiE+FKRLpeviBDYGsqYqxy+PX7vA\nV94742TZszPUtMs5j1JmNb9N1jCwDc8++zQfe/kFvv3tt8gx07pA8i3BRUJfqmprLSlnQnQoWWFq\ni82bzBYti8cgZlLOaGt4/jOfZP/pp/jjX/8NTIr4KrNVDxByVkxwXpRRn8kkadBCoxAkUSrmFHPp\nppQgpwJClBiMTShRciyKZ0qVJbQqHSABpBlAjigF81nApYqV75jqChEjZw9OiFPPaUiYqubsbEYC\nQgxoozFKwdaUKxf3eOu1f4FSCqkyPpRxHcmjZWFkZS1BanIOKAQ+g4yBuJGauxjRssQNdM6xch3G\n1OiqJobIYLAZi7Ut0iiGckDoO4xpWKzXRC1ooyPLhhTWfPbiRWbtmhAi8/Waxhi0sHQ+QiUwypJc\nj5SWgQ2s+g6lLPPsWciKeWoZpMBkb8qqc0Tn6FMkZI/oE8Otve95rn7oL471+Snu+JSqaaiVQMjy\nJQgxY6sKZS1GBbQyjLZ2IQSsntLnHhUSZlSqmIHfIqUMJEJMXLp8fQNdEoQUcb0rBigjccsOZWpQ\nGi0li76ndY584yq5W0PIEA1tJfAx8do3v8n29JD33nmTtWupqiHnizUxFyexFRvZYZQ458pDLXUx\nf+XSSVSDipAzUguaumL74gUOLh8wHIwYNAUlrbTB2pIBXbhJH6BC/vJvmfMGsZKLjG8DJswUpVeO\nocTlivKl7tdL3Krl5OiIk5M5p6cnzOYrrDasO4dUmnW/Ymt7jwtXdiDBztaIWlsgYIwiZZC6Isa0\nieJU7G/tsF6vIMUSvSrBNJrsC9JDSkVOnkqK0v2kkkcRsyase46Ojnhw5x0ef+pZLh9eZPaoBP3U\nAmbv32ZiB/zQD32OP/vd3+PKlqHJkRvXnyjUWwGajBeuTBpFGReKtDnQcqSpRamAc8lzzSEXOejG\n/OVjQIXiHjdKkZUkJw/4opzKGecLAtz7NaPBFOmWZDtgQ51By4wjgS/ZEaPdrZLNQqLSkRg8QmS6\nXKgGMpfLPXYOWTVlXJETyghECijKXuRo3jOyxUOjmwE+RI7aji988ctcv/YYo9GA1kdyVRGRKAuV\n1Sghcb7wo4a6ZrSzj1YCKwUlX0tQbXZrQpXiZjIao4XEaIPAkJqa1dIhfQIdUULQR0flNVLL8p6k\nwUqLc2uMrUixhBSJXLhtKUe0thtDbg+bDBslRBkrh0wkIXzYIIYE614QpGXZJa5cv8GtB3e5dONx\nxnUDZIaVJKeDjbeogEtTBiMFKiTeSgYhY9mRak92HUJonOuRRkIsZN8YNtBBEilCkh7B5rMMgZQl\n7dLhcma5XhXCcs6sXAfacrI4p/MBVGIwGCCNZjrUzN494SBKYvKE1nHj6gG///5D1pev4VyPSUWU\nsfaCr91+iJISrQpotJKS6WiIyZl//0c+z1df/TN2P32JwTIxmIxRt47Zs4KFj2hVMRgqRE7f81z9\n0F8c40lFNS5yW4+AqMAoUOAz9O0Ksil0zly2CTEtilIlZIwu/5c2rawUG7WPLMumnBMia4S2qJyZ\nz+Ys5y0PH77H0YMjQu8IApLP+JhpRiPWXYt3RWLrO48Tmbk7RRmBFArfdziRMNKQcsDYGlVJtDLU\ng8RwYNjd3SYBVx+/ys7WFqrSNMaQQ0YpgVKaLBVaaYRWpFAOOSkUH4wvhRAgyyOQAZ0L/TeQvis7\nJXvIghwD3arjzs2bnM5mHN0/Yt32rLoWIRXOBSZbE0xlufLEdWqjGHM4lwAAIABJREFUqesyd6+r\nklPuIkUiKwX44gzW0hByJAePUZIUI0Zl2tUZOZdXpnRRHoW+p6oHdOsV1uiCp9eaLBIyC7IIdCHT\n9UURNNjf53x2DstjntqteOYHX+GjB9u8+3u/y0/+4s/xzt1b1AaMUnz8xRf5+DPP0i/n+E4ia0Ml\nDElvfhcikVNCCV38Gl5gqoaUIipnyKnIWlOJ6W2MIlMO25RDSQoGAhljBMkXyaxQhrEeEWOkW/cI\n2ZC1AFFULTJL2vWCerKFzAYjIkjFp15+viRPikyVy/iojIkidV2UUOVGjrS9Z7A3IceIUoZBVTPr\nOwY4Lg/HfPKTH6epKvoYaUzDo+Mjbjx5lXcfnmKMJa2HuBhoRJGua6HwKZGkQMbynZFCEH3pymKG\n6D1aSE7P5+SUqGrDhY8+TTOd0B2fkU//YCNFydSmIqQEEYxuSNHhYyCLcpHkTYiYEBojCgtu1S5Q\ntt4YLB1aaKQSdM6jjcEkSCoi8UhRlw5NWrRLjC8cMnvjWwSXSGbDWqM8+xboMkABopa8HIGiZI2Q\nW0RfJhhZlvdOhJwjKsmyAN+EqJmmpmtXmz2qQetEDpkzv0aISF01nNx/HzsuSZ7tumUwqDF9ZO6W\nzObzcunYGjEd0q7KGG4wGtP1jvuvHxM+Iehcia9drXt+7SuvcmlgKaYugVcRGzJXD3aoQuIrD9/h\nxosX+PYbd7k2asj7E5o+EbqENDUqJ1wvEGPxPc/VD/3FEWPG95scY++RMhNCBCXQaqOwEoGsynI8\nUIKZYiokcB8jKULrHYt1y9G9B3QucPLwAYu5w/l10bBbQXAwrhuW/ao89MkXh7eKlGgnxfHZOZFS\nnRqt2Nnd5nw1pxpqqtpgVMV4XLO/O2VY1SirGdYNWUBTD0pMZ10zGIzAKOpmgJK6MHtiXw6QWBRX\nSJDCEIgorcjSlHxmQQl/YiMESImUAy56UoTVes16Puf4wR0eHc2Yn8wZ7e9xNl+TcwQkja2ZjMbc\n2B9DLsavcT3Ep4BVpgy6cnH3ygyqUhhX0PJGSlrWNM2wdDJeYK0ipIBSujjkhS5V3Ad4+n4jTY2B\nYdMUaa6IZCUhCVKWSKF47mLNxex5u4vos/e5/d5dfuLjr/DE9ZqDCyOSBHP9gO78PtcuXSSbhG97\n9geS7uyooCPMLiH3RQGWHGSJEuWASjGjpEIEgZGJEH35kgoQsSC/cyyVqdxgM4QUm3RHKLzmshdJ\nSSBzIntPUplPPXOJr94Pm+yNItvMIdCve5q6BpWJuXCFfvT7Xi6+gBxIWpGQqJTJ0eNdh7FjlMiE\nrLBKcO3yVbL4C6SAqqn5zEsv8Oo773Gy7Di+/4jrTz5BpQ3L83MO9re5eHjA8t/8OcsQSUqipCLE\ncogrU6KFFyvHBS3QGlyfWbaOnWmFi2CsYbVYUw+H4B2YIc8+eR2jNW5vD776pwhKdkz2PQi58VMV\nOoJMuewTKCLHRC4UBhGwUjEeThFJ0sduc/Bn+nWLqofEGIqsXirYFHwxCpTQKByjyQjRJipTOvC2\nD6Qk6HLGbC6MkAut4eHpkqtbQ/ok8L5lYC1d8tRWIZQtgoRY4gpEjEWQqQQiK7q2R2ZDkpkkBL5L\n9H2LMZbG1gX7v73Luu9REYwqbDzZSA63Dlmu5rRtz/a4YT2N2JToXeJPXnubm7NT7veRLkd83+Oy\nYb1c4DJ87rmrjHJF2Bhdh0aRIkX0sFcxODzj8UuHbL0+Y5UVmcR5zoQY6fuAkJGttPs9z9UP/cXh\nQ6RzpXXWRhXEiLQEIn2AdrVGqKI7X63XPHzwiLPjU5bzBUIZVqs1MkWSFJsKqBweutKkFPAhE1PC\neIGLsSy62cwNhEbXxaQ0GFRMmiHVsGZ3d4dmWHK/TWWpNheAFmWcpIz5LmsqBo81DchC1RRSIKIo\nATBJ0Hc9QrrCAcolC6Mkx5asjqTyBk8SwHtCKDiQFALr1TkP7j/kwft3mZ2c4NYgm4r9gz2k0mhj\n2bt0gYvXriFF4JowJQdcFf9LEqnMp4UmR4dQgoGticEhRSYlqJQuKHspEVptFGGBuqqL2DYLVAUh\nB4xW+JiQQpBiwBhLDIG+XTIeTQi5SItj9EhtN8ThWMyaKmKEJPklMmRe/shjPJyuuXvzXQ62Juwc\nboFYYQWc9iuao/uMg+fq4SExddw7vsPIjghaUuVQsC8hkIQhp0DMHQKBcyuapkFrTdd2SK3K6xGS\nEnJVjIBd8GiVEMKg0EilSKlDiZoQi7dDyEzKhXtFVAxqg1GZkAWCSMyZFALVwGBrS1g7qkoilcLa\nwlhLIpFcJGZAly6zGg4JfYsylooySt2aNMgQyuXjJJd3t7iy/XFOl2do3ZREy6Q4nc15cm8XEJye\nnjLc2aUTRSYstCCHRIyJkODgwgUAjABHZmtaEXyibz3WKOywgc7TtY4f/qkfLQmVWjG1ljv9Cltp\nYgwoaSHlDZIlk4TC+R5rbEH1C4GJgqwkMUdc3GTOR8fmESoLdFsVP9MmMTF4R1Z16baVBA9WWx49\nfJ/haMRiPiOnreKNGBhqKQi5+LvY7J+Sj7jFuuwhqiE+tgyHU0SKuJQ20v0y2okkgvNYWyGERBGL\nxNpD7zpcKFmITWNxLqCkxuiAWyeOzxeYxrBarrCVwS2WjCtVnOLrjthIvvOl1/nKUnJ1d5ePPXOD\nm1//Fnffv8el6SFerDG1wSJIAmIoo8hR02C1oGkqzpaeSgX8qWPnmQuIpyq6SeT0U1foyzQWTCFQ\n9F34nufqh/7i6PvI3ffPOHp4ghAwP5lxvl4TuoTQicFowHJxjtKK6Dxd51GKkmedcoGV4cEX8w6p\noEBSCBtnt2fYFGWJsYrtvW32xyN876nHE6bDIc1gSDNsqKxFG4uUGwUK5UtiPoARqg8WqR+MxDK5\nqkpsqNTF65B8Ca6hGM4yQCiYciUF0Tuij7iu43yx5N6du6hU8PDrvmWxmKOVZLSzi9UKZQRb+wdc\nunwVskRIhZbgU5GaSlHsaAiNiols1UZ2u8lG2Ow80BKfCrFUK42p9F+qbESBDaJCqVilKeYtIkIa\nss8oW6ihWuRinNMSKTLaCoweEkJEaIHQxaCYhSwxs7nIV40uyW4kQYoLLj/2GCE+RBvDY088hjQn\niGyIOWKn29y7c5+LasDlqxdRpmZ84TJBKGIuRrEuZBCB4HukyBvJscDImhAjkgIxjKFDpnJwx+RR\nsuxBmrqmTwl82BgcIyKZwjdTkiQTbu0KmVkVeOZ4MITcEdJGa5Uz7XpFMxnTLRbYQVPGd84zHVlS\nWOFcj7IDyIGUfJGu+nLYFmVXQKiyQBY5kKNFUDJl6koz9WO896Q2c7acMZgOSVIwv/eIT3/mFV5/\n4x2yyhAdiII4l7HEEyxcZi8mUBJrS+79SgtkZYgxMR4oTtae3kdMzNw5PWN7MmUylRhT490ZOWQG\n1YAUMm0R+5FJWF0RM1gjcSGQcyD6SMgCqXSJOyAjtSKHsoOTqgg5YgjFsyTKzq7AI4sPRIjMarVm\n92CPO7dv8tSzL9J2PXu5QSlIsfiH4ubiOBwPOHn3FsNJKSBUKow6rQRSJUQQRQlWGbJPWKvxyWGy\nIisKpDAW6u/56rzI+VNGJli6dblMRKIaaKwydK50M0pn+i6xjoHaKEIF78xa/vbLTzF2hqPlkoaK\nu+/c5RPPfhyZJaP9CRrBvA+EbkHOma/dvMPZ3HHj8QugM692a84WM6bLJfWTF5mdtizHDdvVkJgi\nOXsQQyr7VxyrfufWXdb3XmXVtQyspu1X5FQxHlUoK5mdPkQqg0yZoH0ZraQig0RmtMxUg4qDrW2q\nuqKuLcPJmLqq2dvdLlLZnKmqiiSKXr8xFbqqsVaDSHgXSiXWBZIPdN0CoRT/N3lvFmtbdp3nfbNd\na+29T3PvuW1V3WIVi2QVe5EyRZGiRFORKUuKnSh0LCQ2ECNQEiCAnJf4LUgHBEmMIIiBQEGsIIGk\nBI5hw7YsObJkMRZFiaJFsW/EKpLV3rr96fbZe601+zyMXXwT806d5/tw7r1rzjHHGP///c4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eeMcw3beRaLwjBH8jbj9zum50/lgQGczRM5JDYxUE3l8mrJ+zrIofHsk9eZtzPad+icKReNa28d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\n6TDnwvTaDY9efcT+eOTmbk8aR3CW73nvB7mcDOsm8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KB80XS/SOTc+hxwXPH+PDN7mhjj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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "show_image(img_data, img_info, figsize=(6, 4.5))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Geometric distortion in the system" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Setting both `psfx` and `psfy` points to 1 will result in the use of just one PSF (generated at the center of the field) being used for the entire field. Furthermore, setting the `Aberrations` to `None` will in the PSF being a *delta function*. Under these settings, the image simulation will produce an image affected only the geometric distortions of the system." ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(0, 0, 0)" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ln.zModifyImageSimulationSettings(settingsFile=cfgfile, showAs=SIMIMG, aberr=None, psfx=1, psfy=1)" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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UfEv41OeyxHp1R8doFkbR3FiXIqlDKTjc23moFTkSdzwSIhufMQGLjnM+ORIO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ydVJSE1zn20k+mEnN0QwI4IIUMcxw1hbY4aE8YugCSoLVUhIUWYSKCIZInOl80AyNR78vFYF72a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\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f2GZ2YxePZk0pbGVRXl3KCUISOHDFSNPaEEIUdiIU3+3VxlAxhiSFNYJ1Ev2sUNgswlmj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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "img_info, img_data = ln.zGetImageSimulation(settingsFile=cfgfile)\n", "show_image(img_data, img_info, figsize=(6, 4.5))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Useful baseline system" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Setting `pixelSize`, `xpix`, and `ypix` to `0` enforces Zemax to set the number of detector pixels to be equal to the number of pixels in the source bitmap. The detector pixel size will be set equal to the size of the central pixel in the source bitmap scaled by the optical system's magnification. " ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(0, 0, 0, 0, 0, 0)" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# setting pixelSize, xpix and ypix to default\n", "ln.zModifyImageSimulationSettings(settingsFile=cfgfile, aberr=DIFF, psfx=7, psfy=7, \n", " pixelSize=0, xpix=0, ypix=0)" ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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ttw0ASHPJQEMzg4/JCa+N5pIZfevXiZq1P03gWE5DLn1WT3VIEEvReApg5E4y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vNtDcV429i9HR0E2bun4+8bPTwtCFZxQhghPWXV9kX23xu6DJFMI5ANHMwblMy662n8gMlay3QW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D2GiTSM\nGLlxYc6uT3xdMAjlaHJHfeZTUQMgjUOg1EqolVaDIRu12YTL/v++X8F7U/7h9asS2Zc6lmXh8fOF\nUhv3rVJqoWYTqGytUPKB+mg8ERO4VOONaEdv4bLkAIo4YsdwJYlr1+mK0djLJkeRiMMl8crUkK0G\nHYkizJ6JEE5NdyNYxg4JYxOS8FVYXFOoFpvpkmvzeRANrQ/WA3pjdVhgk8SYUi+z2dmfHAMbsxgs\nGvMytdVw1bMZf5N4xuBmhV4q6r3M1ges+SaLsUfsThy1tQ2c92j8vM6rBv7+7qT6+bb+3bqdgd2P\nptSlcPcqs7xaeTgW7lriV37hklgSulrfYnd4yQ++/8APHhujCL9yccHwxOovqSq7aE/zsFaGi+ia\nbhaVItJpe1sfBixbCs0zEXHkm92EvlS2a+p18bPS+0agVbXhYUmV4SLR9eiamJBqGryc6LVGbTAm\nZR6SYQpUTXPOgRSNk0PR7bkJhMjF1Y4pGuFzyZmPDsrTq5HDXjg8VC6Hhct5piwB0QdkHin1wJwi\nl5eT9Vkw5zFIJF29YDfuiTGiBKqaYkFrxrsoTTfQiKGshBAGxqAcw5E0fEiTzywDVEAaG/BB2Lgd\n+F5QL6FupEU2N7qVm/qaVT3dc3V6Qi+pub4tVSsDFrmv68r6MpOeD+RcQaLNVOnVAP++ZWnQjgiV\nJNYDUR3MILvz/aK7O7Hbtksxboua9H5rJgNTu+p4VdBmr2FOwfgqPnJMN+iJ6T4E5dBsjMJAg1ZZ\nmqFiP/985cWLldYSpZlCQGid2WNHswVpz8s/+/HNIz/p+MrB+PG4Lnzy+NI4JcVYsms10pFq9fKR\nl4vElrNIIwSYOYkRBjfIQWaLnp/4/OwYSUHYe5ZhuFNzKAYFHu2lFLzM1Uc4w3lKoG4ITOdrpSb7\nkr0AACAASURBVL6x0l1pjeJIj9eeiVDLJuESRBmC1fwHARmsTWnwZNdBOivPbN/qJQN72c3jtikt\n7NscwXkC47DrcxTj5rjk9InihiWE6MbD36A92zvPfry8pIZd6Q68k786RBqAoFuvZzlm/sb37vnR\nRy/RoOwW5b4kru6VZXmg3GeO8+f82l8r6LjwcL9wlJFPNJHSnlYXfu3Tha+9u+fDXeA6Nv76R0fW\n15Xf+97ExZwcmt7H956uQyqIl21a87p5OMGaO5JLvXZem/29qq8p7aG1ksU4I2tVN8KCZpMD6vwY\neywGZvjWpTDcT8gTthKtaJf5MFKvptA92cb2jmlk9j5PbYVXn7zmo0vhWdqxe6pM054oOz67yzy/\nikgNxLEwD4nds5khRQpi4pZxZHf9jCmORCmI7C1695pn9SzfWlpWVhpSYkjCWhv7EClxoDlRSKuf\nqwNJwmagz7opHvCt2FpHelDC5j30LGOw7eL32TNNn7FFU2EpyoRB7A93C6/1d0jze9R5JiLUOLCG\nhoTGoJby12WlWbpj/bcwQFksID1DDfaRztui75kJujmY0jyT1OaSTZWlWBC8aq+6nMYju7qr+y7L\n8Dos3GgIlTSBamBZjFBb10zNa99pVG08VuftVUO+ttYY3IEttXJsjc+P9/yk4ysH48e6VB7qYqTK\nWn1D2kYc3ftL6BFKBBkIF9ZIjr7Z970uCl4OEUJIxDQjk/ca3LhGziHB/T2BjiYRxJjhmLzLa9fa\nMoCBGZVc1Vj5+Q16PBvrLNZ32EeDI6qYWrSkQIyc4NHS5cGbO5dTCcV+dpKVwtvew9uQ0ksxp/so\np8v3zEU2r9IzH/u9/0swZ7D9BnM44GMA7GQUjDfgKIFIx/3LhnIztJkXHppF5q0qpRXen4UfKuS8\nkpOwHla+V35EFCHnB34jv7Ls6aHx+UNhCJVnu2t+7iKxiHK4f8n37h+4+PAZT7/9DtOPfpvf+ujA\n5z+65GtXEz/7dOb66cT8ZNyCAgWDZ/tPnb/jlsXusTdvuyqx2UprYgdki8ZBiNIsajy2E+9HISa8\nLyFbJrqfAr/nWzNpd2FBi88Z6Q9LHArempdwPKrWeCLXhihoaeTDPZ99dyW+84Lr6x1pmjkcYHdR\nCWFARBlaZL+f2L+4IEtgqECCGnak4RJJNt54SCaH05o5F1Ul2Qw9mghaEw+tER4qbYBhuiTrA0j0\nZ42H0mrr0NNu4QuEVqwn01/qRhv1Mm834vQYqqOq7OdVbaplVevBTFgZMt8deKyNJ7uZfHkBEmhj\nZW6NFHVbjxosAKQVWj3J3p8jDvpzVS9rvX0NfV1bb0XVMWFqSLKm1XpcrfnPbcvGeh3FylpC8T3Z\noqAjaPa8xO1Zq8oxF/KakTEyezltKUZ8thkxBXqPVhsLlRzg5edf9WC+1CFaSa1Yvh09Np5MgTYK\n7Hr03P9FnCswI/OpjxDUo2r63weHCsczBvJZRoJs/YFeZy1FKfXA+nklNxuRm0u1yKV5FVYdheXI\nkTEFU38dzYgY3NdVjGFrNAYJW9nLtqae+hpnG7RHUyffIVhjsjsjToVePTWue+PUX2aTv/BNLX1j\ny+kcepXa7xpdzr43ctWdB2KR5nb93RGrN1Nxao2Y4bT+k23Ei6vEH/r2zHFRykE5Lo3feDgyPdnB\n5Z4/+s4AVL77+SsOnzRSCXzt+UwskdZsdsxDzkwSaIfI5bOnvD8qbw4PaIKLF3vSaKWhhotWcoKY\n+24+q4g0v6XB5mt4cBKcE9Gfl90zk7YsnrkNorSs1GzGJUkgndUKRYQ4BB6ngTQn4pioIUEn0nbH\nfBYg1Nbh3w1NA1dXI+mzB5efOfCmwDN5IDfhsKzg4rBVrfvxYZzZ7yNjGm3w3RhMlXs3s7uYCGkF\nueQMz2ezSfzJVxxNlxLhsFAT7OeBupocSyWg6qhAv4dWZvNr9jV6VqTui/r0imf/7SxV3/hWnHhV\nVkIz9QiRSNXAca1cJHO4By1kXUAKEk33LWBKCxLsCofBxSq3emfPnNiIkCdSbd//3Sj0gEu3Eu9W\nLkPdMYtnWF2D7HSdbw1U2zI4+74chDwJV49eXhXj2UmsrK0xt0bUwCiw1AhtRdW0GLU5mlFNjV0D\n1OMjsOfHHV85GD+mIXA9D5wSEEFkQnZsqJyA+Fzt7kDEF7ehR5Be5e2vnQw79JgLy5AWhzQX5VWt\n3nw3CWxjwVdqydSymtikf24KMPsilg5RFhMRDM627z2arfkMZ8gl7Wd3Si7o13zajtJPmPNr0M2R\n2ojeU1lic5xnH7pF65wcUHML0RuGFSsDacMhzSeugmxx3VkESnc8vZHMxnVQvzqDqhqEU4AhBkiw\nf3LJnCfqVWPdH/mjnzaL0p4MzPMTVJWLd674+a9lWmuklllioTXlV54/oYmy1MLr+pr9ZeSXrt8h\nDfgohWSgi55zyYn42rqN8Y0uKGjwaFWtoS0dPsxmQBWxKFU84xNTJ3gYkhMmjWm9QWR9LYpAJfDq\nXmga0TCgwVQQVMJWLrKoGHsdyw4FGMbMh+9d8ps/uEPIiMA7LwJPLi8Zh70hHxFEEgkb66wp8OLZ\nSNvZkDxCIqSJ+ek7DOMOZaQSaBpM3cD3gnLqt4Gt2SkEmExWKIpNEMUFLUOIQHAjCh2afL6Oe3bd\n0XwnB3L2y/6ktj2x/bBthribGFYhN+NUjftEPgq7y4lxngghUl0xOwUIoVk/EWWIgSkkSgzIMCP5\naGATP0P1RdIDqeapU8+ywGdIuTZYprnSsa9/hULPZtyhtFOQWrsz09O9Uew9qHLASnWrc2OkNtb1\nDUNKqDHGDfhD1zCz8mXv6oRgEd4cv4Ipf6kjjgPz/sJQOD0y9uib3mz3vz1bnieD0H9wY9lL500b\nj4qL0RnZstZGLY+0Q3OD68QrTsiNiJXomigkhRCJg3Nl/Lyiv6sz4bfZP93QhPPNc7L99n/d/rs7\nAHOiZ39Izx7k7cyk/73fha4FtX0P8pazUk7N+20P6+k8FCtndTdxXkDQnp2cOf6t7PHWt9pn9TG4\nIYTT50iHCAMxotqYpwl9erVF7iHYZt9rhDagDZIMju66tNLn0EcwWLM6xIAExbmFJr/hW3BTnnWE\nQzeIHQxgUbJF0hbpegryhSQS1BVM/HNa4KPffKCs1SNKXAvLeEO27txN/7aiv6zQTMXapOmt/2Ff\nEzZYdYhKJw/GYeD9F5dMY/S+jrBLCSGBGvt+GtkWTNHAYcnMlwbnDiGRhgGZduyePLPshbRNHVWg\nrEpeMtIUTaY+EFVoUTg2hSJMySRronjwFINxR7xfp302k/brly1pkW0viCcPp1XVgWVbmz2c1nrP\nLCQOXDNxDK7CQGAaJgowp5kQBxYJzL6gxQOknjPFKIQ0WOXC91Mv8anijsJJ1zj8189zK401ZWmV\n3CCrAXesoe9N+/NMx6/uBDJhM0LCKUjUEUKGoidtxFUbucJxLUjMjApaKslDAMUg7U1tToyKlTRH\nhfFigs/4scdXDsaPFBPTOAPn9lVOe35rElqK2zCDkfFF0ezhVsejtzerPRpHXKxqjTJtp95Oh1vG\nUbZoN3gMH1ArCWiPv3qpKSDxlHUjvK2J5dHvuUE+uxROzkS69zhlIL1sIGwRca9J90xIt3PZPvat\nHszmwqSf49uFANUv9mZO0aP4Btycl5ixPsE57QxCNyTh9PbetzpHUDY/sVBhiNhM++Zy+NFqyalW\nN7D4hk02odH8km9MQ/3ZxTthzrORcIa86/2y3qRvqBMRTlnkdj+xe9wdotKMae5OwMiKbQtgDFui\nfPrxA7/96eeUVijZR9f6eekW4Di50WG2KxBdXgcxXlEPVM7CD39OgSSR3bjnKkVeppGshddH2M+N\nKJkxJGpJhKQ0CTzkwng4Ur751LX4AmmYiLtrjvGShzwSJDAMmDZcVFo1JYwqYlB/gaSCJLgMwhoq\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zaVIyLkuq8giDpWhhYhsKrem6HZxtUb5dx8MP9VjTsLf/GF3TsX2x4oUXDIWyLE2LYYHS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\nGTBgwIABZ4JBwAwYMGDAgDPB/wWnyV1J2e3+ZQAAAABJRU5ErkJggg==\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "img_info, img_data = ln.zGetImageSimulation(settingsFile=cfgfile)\n", "show_image(img_data, img_info, figsize=(6, 4.5))" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": false }, "outputs": [], "source": [] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Example 2 - Double Gauss Experimental Arrangement" ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "0" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "zmf_src = 'Example 2, Double Gauss Experimental Arrangement.ZMX'\n", "zmf_dst = 'Double Gauss Experimental.ZMX'\n", "lens_src = os.path.join(imgSimDir, zmf_src)\n", "lens_dst = os.path.join(imgSimDir, zmf_dst)\n", "shutil.copyfile(lens_src, lens_dst)\n", "zmxFilesAdded.append(lens_dst)\n", "ln.zLoadFile(lens_dst)" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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Q6X7tYgpqK3W82GerCUkLHEv/DN6cu0GxkCebzR78m34U38b8wZQ+o+2rFYKb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\nahPU17YwRtLQjIjmtmGnQQyohKOn4Qs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zzXW+qN3CNSzGnAIzzsCTt02zDdRYCjWWwmgP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\nzpgu/HnYdWhmZobNzU3m5uY4evToU31927Yf2h7KN2xec8c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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Layout plot of the system \n", "# (currently ipzCaptureWindow() function doesn't work in the new OpticStudio)\n", "ln.ipzCaptureWindow('Lay')" ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "LENS NOTES:\n", "\n", "A double-Gauss lens was optimized with the object at infinity and with the field\n", "of view defined in angles. This example shows a typical experimental arrangement\n", "in which a source scene is modeled using a bitmap to represent a test chart, and\n", "the light from that scene is collimated using an auxiliary optical system. This allows\n", "spatial frequencies in the object plane to be defined in cycles/mm, and for the resulting\n", "contrast to be measured in the image plane.\n", "\n", "Note the darkening of the image towards the corners.\n" ] } ], "source": [ "# Lens notes from the prescription file\n", "ln.ipzGetTextWindow('Pre', 7, 16)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Although it is recommended to first inspect the PSF grid (and start with a baseline simulation) before performing the image simulation, let's proceed with the simulation as presented in [1]. Please keep in mind that the purpose of this example in [1] is mostly to show the effect of light fall-off around the edges." ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "collapsed": false }, "outputs": [], "source": [ "# generate a new settings file\n", "# Note that the input source is rotated by 180° (flip=1), the reference is vertex\n", "# and xpix, ypix and pixel sizes are not specified. \n", "cfgfile = ln.zSetImageSimulationSettings(image='Demo picture - 640 x 480.bmp',\n", " height=54, field=None, wave=RGB, flip=1,\n", " pupilSample=S32by32, imgSample=S32by32, \n", " psfx=7, psfy=7, aberr=DIFF,\n", " showAs=SIMIMG, reference=VERTEX,\n", " )" ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "ImgSimInfo(xpix=640, ypix=480, objHeight=54.0, fieldPos=0.0, imgW=71.5297, imgH=53.6473)" ] }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" } ], "source": [ "img_info, img_data = ln.zGetImageSimulation(settingsFile=cfgfile)\n", "img_info" ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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q4cIR3sQqpez0ZlLReTlJ5ZhOVuL5jCuAAM+KPi68+hmFbBHGc2il83+TmjlL\nemfUMTnxmavQIfXzzCeoYG9SV75RX/O7xRufgcrToF3kJwox9PNMPGfVihQdhteineF9FW6V0mmG\n5e6ahFbn0VunN1cthcFjvZNVCd8A78Zj5uxalxGPFEB5U6EaFMVhuCkqMm9EOubGrjW8+WayV3Kq\nPPGma1maSUrlRq+6nFl85UjBc4OA4uRz8Ts7B3M1WFlRkn03HPNFdFcEL90tHJuWcDM4roOHI+iW\npUoyImAdQ8Vm3lT3kslN79xUbmcQqshPeBjBmlU7MirB7Y7HwHfOY36LdQ2aJzfeFbHVM+iWkB2W\n4KaJ1vro3rj38MQT3VnHEOXWkpf0hSd2Ox6eTtxbV3am6OWmL8T0eMOJVQlnSxUtrjMHkVLUas6q\nFj4qt6D7K+fktAbRXAqwVK4sUA1ML8OcWBW2ymkxJgDAyVyFqKHeZMpZ5BY5rSTDFW0OBtJtWeU5\nzjR9k1WmR0XuWZ6+VaHgJp2lriGr4HDabDkBw3WeUaqlLQtiyoWYe0UUokTHBDA714okEpko9JeA\nYgprMivOsQAaVLV8M9vkzhsOugptdSivOqqKEt0wUwcDi1qXFOA4kOIFyOl8BUTV7GRyXE/Ew7W8\nLTED5k3zoNYmVvfVJmQ/v3EFENjCvC3a2CitCSh+znFMDeNzwOQSVLYIxc9e8FRNRPVFmkmu+Z1+\nATphTUDiZyBR1OB1DMkdRVHlBkyzEZ41Je0qRVwFTLUIUDIdK/45pjeHVCCTIjNVxveLvANp3D+J\nS79ZwJrTzWlW3mtUxbkh7reuISvHEdZoTZFMttL6m4L28k83Nc9pyBtTmxMBXeQo3kLUWsusZKTo\nD8Oq5qC0LOU5qzZF4Hgi4BRYBMf63u7K5awJvTcl2gd0pEo6xpB8mqLLlob3Tk0JGfRQuxSjqJ21\ncRqDtQU5ZFTvr/AwVVOwLI1d03zoaTwcyWMON62JStkt9IDFBiOSx5fG/RFEM273zhO9wSLK5Pbi\n3Dp15T+a80RvvPPhymkdPHS4seBhyY/06L2igkFmq2StSzTgkKF5EZYcq5mjj6rlqEz/4sYxdMSO\n6LGOsXrlEMrIjVQSPIru6mabAfXqy+aU97ImqhVKTkiZNwGEipZ8tIqcZchnbsDLAcs4FwOWe6HP\nmZ0j2pHPomxsRsMBs/2NZMfnPGaSJRS4AJeSaxszMk7WzciDjQYZ1RYnyZpHGSl+bDpzzfGIypnk\nJvFWEWqH+BbMAAAgAElEQVScbY1POqHA0huMchQrCjESO96DOHHSot1qZNY1GeNBtVJqqBh3UvHT\niX5+4wogTCN+EXFgFaZe0FNFQZ2BosDEW4EKZ5CpFiWX4DETsqKLKndSKWOzGX42qWysdOQzutFZ\nbmBybrOg1+W92JYDi/IcRUHMoEqqmCkjhPIU6/vMVSHe3GmtVFGt2q80O1e4e0UVzHqwrIrsop1W\nY1EZtIAO8JRiyBDtQ6smid5FR2WcZYmhpGbIKQYLHo5UNFNeowrj5C0Ozka7yf6oOM6CtRRKvjay\nwYOQ0sfNsH4GxTUHcdQdPsaoRVVSVqe4YipKc9zL8wNwVcOYC/gzkxuHdVFRpWfDapXdYuH+ceUU\nK49bY5jx8LQieTHc3Oy4WZw1xFWfTopq1lAngpeMxuPDuL1b6N2hGY+58+C04l2ND1/iD3Bznlh2\nPP1g5SeeOfGwN5ZTckxx6jMPMirCbaMktFQLFCtDmEVzDEWPJzN22TiZQFVJ+YoQ3Dnm2Go7ZmPG\nqTRrpu7EI1HEmWqp4ymqppOMVga0GY+lqNHVU6wPWambAorJfE0Asg45th5l9WhUFV8efeBVsS/D\nvEU3ZhVdnhPZU5U4QWa2rjl/6JIGVG5HHWNqZmQt8XR1SbZyqIgS20yq2Spqd2bgoc+NkkkbaQLa\nqfmd9gamA4WuZ32IH+8xm45OkU2MwdLV1DQiGUPR7/F4AoLW+vShn/e4Agjn0PPZkYhtyezJVZ5z\nHf4eow+rv23v5Qw28+8ztzHpp6xj42Jww2YXXDUPLAaY7ufXY/PMyvOqhSw5p7wN/T79Ta+MIJgl\nzQWImZOyqryDO605N03naU3n+iAmRaxFc9uDMWTQ5z0ba3DLGtY0qVt5PbaxwFocvYseiVQSPQos\nZxsVUWq5eclU4g+jOuyGEsfFQXs9tjRYSwoKQKmFIpPw4DSCEZDVH2n2PRqmzEm/UXL7JlrpnAxb\nZYTaoroaRz2ztrobUwNC5QmMY5SKCNE5zRu9nJK0gaeztB3mnTVgl7Drzr3TChj3Hq48OOl6b3Xn\nwVB/LW/GbTp0SBZuLcatRdHoM+vA+8JL2sp3fuNf4on1bbzr3rt4/GUv4/ZLPpaXf/xruHnFa/jR\np6aa7MQ6BqdQ0l05KWfk2OiSNWMrODUSWxTRerrar9igI8mtmkjK2La6p4nue6+5SQXcIxWxFfej\np9yMMVJRECExReYG/q3ku81UJ+NFH26OEYo0PFUtv6K8hmUBhg3Z6XC1b9Hj2BLtm+F3n1l0OUpV\nAIqVnNcmlaYWKaQTTTSou3HKUKEr4HbuBWbIkI/weWiBSYGVaDjRYT5OAhlThLIpei3BZo6Tqrui\ntNslo14H7fQMXk0wI2CsY7NrY8A6TuyWBaaQJ1Qgm1ENPx9hXAEEziCgXy5+nwAwUX9SUwUW3piN\nE9OqZqPem+YboMzPUPLYmXhPVx4kSl00E+zNVBtxBjUrPrnUTMyaDh1DzlF5gzXRM2FMGqcWVZv5\nlYo2ZIPnOTm7piTwpGcMUT5WNQSKZJLjgJbBugtsFRg58HAE3rUAFgxcvbzU0FeKpPTZyiNhjPLi\nOsOm8mQ+BWkhM2ANWFwUnDeHkPLmtFEhU78/s0Gm9txIJZNVO0B1aE3UwTZCxmMqhjJhiSCbs1aP\nqTGVMwTHNBZvjFCiV325xlaH4NY4lUs+KY+lK+JpdILkSOBqaiV5szlP+E6eeiTNZdweHkcZr+Sm\nNRarZOfi7LozSOJUUGeDv/dXvp7b99/K7Ve8gse44d1P3+f+u9/Mg7e8mXjJP+TVn/65PPH4K7h3\nTN78dDKa8/QIomK4YZVz8Nl+RNZq9lNyRAGNeiZaC8qDTLn1pKii6lUqaBVgaPLIyCacKh8WqSaV\nBuLmU32nFqe6FGsIfJQITirPlgVENqoPlRptrsBsB2DVtn9KdZn1OFT0XWotAZDmUE91HXBK1XXR\nJm82ipQAYDqXSTevKGFmF7V0Y06Ord2JzlNdo8vzgQKtzhgrGyEduv9U1M8oCq7muHk9I9TIcrfr\nZMJpXRmReGt0bzSHZWmM0Rlr8syDZ7AGSxelHKH1enwE0/kRDyDyYKf89Zy/eG6dx+V/dgksz5Hp\nXkYc00GfkYJdfHYm3FVVqvf0qUS6eG3+t3VErZHm2+KaPaPOBYaxAWJOmqKuQ1hWHrbru8y8qtCN\nIkirqjlnMfF2H9T4Tgt9i8JDoNBK+dNRz6mGU42RFG1UjkWLuGFNXnlQnlJaJdRVcZ8gCacnVOtw\nixnVFNhMb8tVF2c5W8nrxGcPpKB6VDENFzyMqjFINm8uDY6rHD41T9QTiKxmg9tTKO45JTiIFHU2\nUkZkRnZpqgm3ksRKrqocVqiBmaJFh9utSckzjF3vQDIsWVyy696c3U7y6HZSM8b0pD94wO37P4H1\nzq7BKz/5E3nq/n2eevppnnrXUzx4xzv57m/7Zl7xyk/g8Y96KZ/48k9mtCd46mHjHcfkYZQjgjC2\ne7Wmd7VsaUxKtxzXcqVvvDGGjHHbwgEDGt6SqFzDLHRN1F5+mfvLZJaTo3u6jpCsOxWDRik7DEUp\nbRZmpk1/TDRc1YS4V+STVa9eOY8o52c6TN2rsr4isESKudk4VfLlC/BjApzW2uZMIaHHSKfNXEvl\nXayWjXuiVvmirhjKiTXTrN+ieEOUVSmp0gREtfHL2bbU8cmzzcIaLVcdfhVFZe7sli65fuVJvXJ9\n7qobOh6HIlw/z+rnOz7iAWRSEVv8Ucoo7FIxNZPmz02mX0YoJbed4ML83CWt1bbIhHrwM4KZqidw\nheG1sFQIpXNLlKB2863DKMxE30yhF2jUpM+6nklxTTouEAVikuGULFVSvifKw5U6K6c/pKAhk15y\n2odUIjuDpAsGVrCuRbmiRPQTrvYmAbCqcM9ITqu8u4wCiU3vPvltgepMpDu5JTFHKnRfQz50C1fb\nbuS1zT59YKxjMIJqr53YgNku5OE6ShljxFp7+0UQEZwSblp1hQVuKhHdE9aiPVcks1wLuDyr0lft\nZdVSHc2NKOOZluyWRu8Cv1iTZgPvjVu24DdqofJgPeEn6DdO63BrWVSlHob5YLd0fuyH/xnf8bf/\nMrfiIR+9eym/4tf8Sj7/tZ9FvPVdvO7bf4Bv+La/xY88/W5OJzj96Nt4+w//KG/h++kkJ1vh5nFe\n9TNezeMf/Yk8E4/z9mPjXsC95psxVKU4WJydKrXmSKJVJJJVLW4IiKMsvHTCnFqypPJrs+dWlPmW\nMRSIRRUJru4sZCXqDfP17DB1g3BWVijqzMkyvBeSVJOseFJOW2juuUUhWesCa+WqyXlrZM39ckRS\ntiEzFF1zVkwFWfuIZBUgVmSTRSEnhE5CdFELRkxKedNDVk5IUYvyMcopQVZ9R4NR2rZN8SgZ3Gq3\nOD1zD8vBblnozYtdniSynlNfGreLrYsQyD88ner4z39cAeRxzgb/oqWJVXJqqp+Sc6ShSVb0FKXK\nmq/5VFDVfh829wPRf8z9QqySgTZBrDGLFmdnXvMiYWTrCUNSUWvKDbQZqcxIuCR/02DZTF2fqS5S\nkYDPXEOUR5XG2tURe82zFNKRUZhFip7GWnPY1uS0qVVG5TKk88fFOa9pPGwp5ROiCdxUVd5ao4+V\nyEaO5GanTbTIpLVeyURx3CO1y5ylCquUd/Aq3FIBYdqKFSW1kGVgVNdgmeXhmQoBmzq1tub4UHfb\nBNZomFdbFnO6mY4URt+BpVd1tPzMMU6id3IClbxodxX5mbkoqKY9XXautt+9NyyHjNvSwKW+eqy1\nsrtKWLcG3kQ1nCJ5+nhkp9nKj/yLH+AH/++/ysta494Y/MzP+Bxe+cpXEn2Bj/tpvOZXfy6/8PEj\np7ffY7zlaV7/Y29iJVhvOQ/W5JkH93jw4CFve8MP8jbewDEH90fw+Ctfzsd91Cv5pFd+Mg/ycd76\n9OBpjKM5p8mxM6Xf09A6u6bnovYruj/dmYkPWjc9p+qpk8T2Xo+glR8fXoo8E/UateGXlwIxLfGW\nZLYt2qBqHLQvzRSLhCLL8iZmq/xZi9FNtNlaEYPj2/ykpK5EliOnJo+LeXUmRosgk0acy0gK5uT0\nBTYEtsxdGSuPoWi51n+U9G2jq4oPLIdnJsolgY/zgq+kOubEzY6X+uMsvmMdA+q5kMCIalc/qd65\nt47EAn25Iem8813Pf4/1j3gA0f0/k5wbxVSIvUUG08ufQDBpqsppKLcwAcI2oMDY6iKKMNN/WV7d\n/N0AE+hsx+a8n4a7k9peregnHXt6clQeYiqwAs1H86z2J1YNG2ObkM2rDfxGYWgZDXUF1AQrqm3q\njk7ArsGDoSRnR57OcHlhE+igQKc5T5+CBe2/cVOSxqXByMHwxuKBdymYEljMeRBRunloBMQgpqyg\nog8KkFQIB70Mr2Vq3wrLrVeSZ6jxZNFBaVYcdkBv1RU4tYUrHdxULY5xHF71BErkksXBA90WblI5\nGWeHrYNjGNhKa41dd252C3P/lhblnVoUFy4jSSQP1uCZ46hWKsHicDOl3JnYmtw/JQ8Tbk4P+eFv\n/fs8/vhHsxsrt5+AX/L5nwlewGtN4Lo4bxr3+NLf+mvZZ0Vq90+87YfezBv+6Q/wz9/4wxx3ybq7\n4cd+5G285Z0/Tvz4u3jHD7+Nd37/96lw0uCxJx7nNZ/66TxoLyX7S3jng8YzAS+x5B3Agxysbrz0\nJQvPPK1+WlbRoxgYU3RqkG3WUzg7g1MGmZ3uhnlgzWQ4Uwa5d9feMxsVpShvScjm5yw3ktZKQFGO\nBwNvWheOakA8fasp0dOuKLPqJ2zL4yhCiuKj1Lh0gpWW7ZracCzqXKeAAAPLRrTZ8FGL0prJaWva\nlItsDGYeTdKFmf9sVmyCB7muouysYyYlRxbDNTtKzk7JTeELI0pOPXOfxSh4RY0ZmsMj8twm5XmO\nK4DYy5hV5Pp90k/1wqV0d1JXz6Kw9LuXUZ+qqg2IvJWyohRYXORNqM+2ztytMEsy3FANhbfaqLZe\nD9PfZo5lVqS6n/ddOGW1XwgpU2C2LpmtVNTQz8oIajMgcaFriiKJGOxak0qKoKVovrUWlztYc1bP\nqhepBnY4z6yBtQA6fpJs8oRAaW5h2qxvCUSvgrQjqpi+nwKBUxhtBA99yt+Lp143Uo7F1MdJFdFS\neBmqCrZqoXFC+20Q9VwqUZyu3lUDFdnp2uDEqO6wVtRU7Yd+HIrO/KJ/kxkPDcjk2FZu3XRuG9ws\njxWYaf+SNcpTN3mlx1IHHDMYJmqiFQAe4yTwj+TUVKjZOtyy2t2P5LR0PuNXfzFv/c7/kyde/tH8\nwk96pSq4ayOsmXf4hT//0/jCL/gCgoGntgTOl9zwsZ/xKbzi572Gz4ukHQene0d+5A0/xOv/yRv4\n3tf9U95x+wFLX7h/OnHv3n3WB8Hrv/s7tIdHH8StW5yegXc+fCdtd5uPevkreOWrXsNN+xjeaDc8\nZaLqsiIN7Zwo+m+gLYWzEstU/i1JgXrovlKs5uT6Y6rDbHYygGNWVXtF6TNfj6a/dsikck6e9Opr\npSLUomY3ZVeqzieSY0ltJTmeEbmq188J/GTxXk1LgexkrswOt0bRxjN7lNUR1yZFrfnq9f50Crx0\nPjbkqHjKecxyCC2rW4L5DIIAOLbHWeLI3N9DhYlRIpliNyqLF1Ht6VOdoK8A8ohjGuZt2m25D9+i\ngpnj2CS8k7ZyO1NYEzjsTFOd6ar27GPMPEu1/HBreO2BnqbIIGhqn30h+R3ORZ6lpI1ee3inTUUA\nCwq9o9sWKmPaYrO3LsbVSh1kbDTX7NmUQPcFM22jupptGyM1kwFW7yhXfUbdv6WovL7IEEbqWjxF\nH4xhnCxYzHkmgpvC39Nae4d043hcWSs6k4LFuGlVkFZ8uLbKTWysm4iF1DlZ0VphUd5h9ewiecYG\nPoxd91roDjlI16ZaIxUVRWrHwBbi1dc1twZ4a4iCGaFo6eTJUpswDUvebStujdvHFWutjHlW3gZG\nwAipzxY3HoQDJx6OlaVUNWtKFdOsc6s4zhzBycGsU3tOkX3Hqz7hNfzMT/1EXvqKW5weGL13OQUE\nzRp9WcAGW5avDLW5M4YM37prsNzw8Z/1s/mkz/5ZfOH4FcRxwDF46w+8mX/8Xd/D697yJp7KlXun\nBzx97x4P3n3CxkOeeOyj1HvrHT/Om97yJu6zsL76c+gf8+oykvLEB477UK+vmN7+7IwgOfRa19VN\ntFK2ZMyKv4oARA01SbZV1FNihIEDIzVXWxVsYpJ/U1GECh0LkqpwD9gkyJFBulUtS2x7iWRlEtx8\nK36dNFKYIidCrWamxDxDSsAo1Z5521qIZNT+kmZyIKrdPCnKfMmuRH9QuyvqJlhRUlaRl5o9lmDD\nHTd1E2iufmIes5g4mRvCgdSMCnxnJuiaA3m0YWeqyS5AZCu2u4xALkAhnwsIM9l+ke+wSUlN+sm1\nTzoXnxPtJfBwa5ICN00EFfO5vB13Nrd5clc2F4ikgRs7VkVRW9I8pWZaXF7PCtu2sbPYqNUKc1P9\nB1uHWlcDvQLW5nYukkQRyU0Vd/kstgSW+nlU3FNpHY4pCa0ntNaJKA57JPdWRTez7cP0mo4JZuc2\nc7OnD0UvGGySTkrr/zC1x8SpuPQsrzNNORxp66vqeCQPTYsrYmApXf67T6ua+FlioQ23hiVEFbJV\nZfwzQ/mfZmr5ni5ap/sAi20fjUw4DSVdF4x7p5UY0KtbcYbySS4EBwtOVVy5mObOYvrTg4AxBp/7\n2T8HCPLH3w6Pv5y5d0krWnZULqKVwTDOLTxEv1YyOZTAXqOImF2DXedjP/vVvOJzXsMXRhCnlXz3\n4M3f+zr+n+/8Lt701h/iU17103nHMw8knFga8Qmfwre943ESFcZlJcUpoJDwTN6zZLuKlk+1AVhY\nbWzVTLUnFVL0kCgjma1L9DdLGVeb+7GYJkiaKuwt1T3gZNW2RW63CAWrDZ6iGvcbUM++VZV+TX0B\nWuHNVAlOVaBaEGlptoqCFX05GY73wTokMa7aQAFTO0LU2gs1jqTOc+5VI+YiKs3uklA3q3qncUGn\nqW9W0uitnu8WAWrvHZC4w9A9jYqmBaaPBgVXAJl5C0rtAWfAYILCcyKQme+YgOLVCLEAwgsszBxr\nBRxFZ9kWlagWw1rDmpHWwLV/t5ec19wJV13IKE8u3NVUsDqNqjsvgIrwxHMq4TjD4pl9GTajiLnf\nhm2R0ay6b+7Mtidp1Z7O584GWqCzvmLKkJWbkCJJOdM6ruKzsywU7dV9LK9nJciVksc6reoJjglP\nmHEq6mfJ8/4amSVk3GRWAsQbd7XdaKJ+ZhXxyFSmpHpvecknl1LUzGsYpXQZKeY8qtL4/liZe7WT\no9Rf1RAR3adhMijqzjtpJnHLWHHRlfscY0geXdLfNBnv0Rrd1CKku0NTnYoDizd2PtVCehYLoejO\n9PrP+/Sfy3e98YdZKA5f1XEsvcnQbuo25XG6Oz3LKJVRtiYJ6NK6jCxWijQBG72TLzU+7vN/Dv/+\nk5/B0296K7c/7uX0ttDCGfeP/OG/+Q+qU3Fq+2BKhWQCKJsV1TNXNyW4puhBkXXt+eGQoSjuODsA\nu57/YBSQoNS3OV404DB17k13rKJYi8rTod5PSqGVXLx6mFnUvHcUMUJJgIO5reVGApnyMtmgk4R1\n5oZWZEVK5qQPMhrNxparFIgGMZaKOspBKsnv1oWidSxG1d0UTeZZ4i7JfSeAJk3UcDYiVuVqyrlS\nIWNUNfpM+Gf14mNbR48yPuIBZCv84yIC8XMl+awJmZs7CUzOUQSm9h9bW5NSbbm32gBKr2f1lsr6\nm5tBm3kP7Y2BN1E10ypUjmSYQmen00yLTTRXJctQ2D+Vii1m0l30VKZaxW91wi7JK5bszLZzMKq4\nkclBe+X+yruue0JRWmnnjq6nhF66/aCqyIlScOXmESfV/ty17W24s4vkmdrulTR2M+JJAR/FYmi/\nDxW9zXyBkZV6lNVeVwgbeFTZZWr3vKXqRVbTplEPB9wqD/wBKuirNVeV0KmIhV57h8yoB/HQIQMo\n2sLILkrmhBRhmBZXonxM59kihzWD4zCWqjPAIVrtcxKJh/qQNdc19yZv+MEIJXpTVqqZ8laPveQx\nmjW83ZQvY1VzoBs4nxWc58GkWnRNMrJWbe3Nu6KzKAemquytLUz79vGv+WSeevgAM+XC7KU7dstL\nST+xRgksUEi1oD5Zs4XJAjyTSJVmyaBzYyq0hMbOoiKRUKPFcFn+yiMEnR5qeRO0bV95BTeN5oMk\nzkn1Vq13puwWRXJz07CVwHrTPUOOVE+1zQGnzQ6fWDkvWbaAqQyWfHxK2i3pJb0NqxZAWYLwUBdj\nr5xHDu2ImVExtl80ec9pb7QYMmZlWEVjbQpKAqJxPCU3i6sGp9aOqdBJmFQ5nanWjCnTt39FAOTO\nnTs74I8Dvwz4acAbgN999+7db6y/fyHwx4BPAv5f4DffvXv3jY/6fWat5LLw7EI//Tz5fasoQkbd\nqieUQ+ulnKooZVJUPqMU5TKo7wm/yJdU9JLzmBhZDfZmpIE3eaqYOhDErF4XgMkjF02i8oak9XOC\nHIrSwhTalyHvzTenI2ala9FdoxJ8xULRrDH3PsC0l4fUM6LTWkULYfK6ZwuVuSVONBl6eZlJ885u\ngmTo+3tzWqhAKnzq7o1bqYhk542RxmluS7paLcxgR5ehRjp7xzhO4pykRVNnVHMptdy4KfqqpXEL\n50EBgVU0wqR5Uq1flkzcmgoWM+p6y4sb1cYkBZhWRgLvRAY3FeGNrfagpNRyxGtnPFX8Pz20V/tj\n3lhzsMsGzblfrViM5HgaLN24GScGC0Zw6/HHWQweu7Ww9E6MIcejTQco1MxyRtlZ/6u5pekk+kgt\n5aN276tmim54Wyr5angGu90OPz6QqmqIgqWphmXE5fHhAXHR+Td5EGqtslZx6YKRFvSaz4YLRMJY\nfGH4KPWa4G+XEM2BsfWpmuIVT9QxOkX17Lw8fuTkKDoPjiQt1Z22F2XqXUrHGIpYLIe8+glOKZCd\n9SHrjEhmIr5sRiO37XZb0Z1uUd2UJxXqMFY5rEh6L+GH6LdmpRoroXFWG3qKRrWm1j1WHpa5syy7\n6tVWcmnKFy0peJbuP8mKcEPtfmYm/nmOFx2AoHN6I/CL7969+6Y7d+78SuDunTt3Ph24B/xl4EuA\n/wP4KuAvAp/3qF82jfSkR7ZWAaXM2lqaFPXk0/jPWo9n0VqzsaJyH2cqS8ayuQoArbUtEgmTpzmB\nzMvwt3TSOt1SSUWT0ivarEepvI0bWaGHN71HwXaWtBg8q6Bq7s0NW7Ti7kXviEaarbnDJpeuPEev\nJROubrenkPJr1pAsteyV6DvnL6SOEX/dyptSJTabekyOoa6r25m/nxHBrjZHsgq/ncTqWnfmDLMt\n4jGrffdy+tileJm/Vei/mmPVGiIz1Ua9AE20s7z2nZsijtLsKFGrzru3ravRoZWEeCQ9+lbVbKhu\nILMkmSlT0FM1CKc8U2021Ujl0d5fV9yctSd5Oir52oIMOyfRgcUX/dtKBr3N145XjYrybVREVbH2\n5RzaDL3yP1FzZ969rAmTFXk4mi9TEt7M8V4GtLmcHBNVpkbQ2jTrmKKnSMmx/eKZD85eOTEjSvH/\n6mqluZzFgFk9t50564iilRSFDymzaUNhoKJUiSt0rbWL5gXA9a0zcCNy4D3ZVWGkFdVlpmOdoK4B\nPKNk6xWpuOk7Iipi0t9ibdoN1A3LoblMgUUZcJEC1Va9hBnNJAJQrkL9ysRBjSmfRA091XxmPZ27\nApg5EWqJYykKcW7XoHyRWJUOet8jjBcdgNy9e/c+8Hsvfv8bd+7c+UHgs4CPAb7v7t273wBw586d\nrwR+/M6dO5969+7d1z3K97lPcGDjAs+RCGwy3vISLtu2e4HMZfuTCRZ+QYHljF62HEQpN6y8jpLl\nSiFTi8Mp5cxUf+h85nHFiVaNhk1VlW+yx6m6ObejVkQgKqs4YNP3zdpESqprU7ZY16/j6N5QrUdW\nozh0gGRUUr6D6BiKPpsWWRcm5f2AbJWIZOY1jLmdb5Lbted0umS51JY9ZbBP05ueNExUrYawpJ4H\nuK2k9c1gBGwVw6PoDF1FWZO6xS06JzM6UXmiUfcoNyWdri+KmpKFm2y5lnkJE4oG7G4s6lYCRT/M\nTsqDi+eb1XF4JOspudWdGCqUi+L1buphh9xQ0oyb3Q2RodYfG1du2/PL+Xxrfm+Xa1Y1KboTerBW\ngKOnXA51vVbnGkF4bbM79+eryEo5BsmzHRmumXPxAoNZhOn1PEU7Vu2SwZIF2pyjITzJanR5sqxN\nvNSAMWteW1VzuzmZAytxgNV17FqrPVt0Dt21O2TOVzKUL2HK361mq7ODatuu3TpPI0gLvCarybDo\n+8rpqWWkCMB0/KDAJh0rkJzbE1iFiemKpAy72M46y/7M+W4zZUtbdng+rCJPPf85P0oloOc+H2bl\n5uwRZbz+U7/lhR137tx5BfCvA/8Y+DTg/5t/K7D5Z/X6I41222m9qSq6aS+I5qWEqr2/vSIN92f/\nJxXVzIdoYmgfZjVI1KxRZfpUauG1F4YrqZvNJXjymcjW5/S9gDV51emqSHb1i9qArRk3vdN82Wiz\nXol8s0a3JvVVFbV50WhWe464N5o5DRXT9aLnRBUUmdDq3JFyY6VByFBHVcNW7pA01XyYi4pyTPuE\nYBwzWGNudyrZbMaUSAYn0/HFXkuxEpTXVi3gb7wowSZQHq76ACvDQ1YrctcWsb0ivrVUQDgco3aH\nu9DfT4XNakkOh1BzuW5nFdeUMEc9g+6ia3pr3PhszS9vd7EJqDOPJG/WURPFnE6Ge/XuknT5NFTd\nP0iOmepUm8k6kofbBkJyBHbdtqJNr+f+T3/gDTR3dr1oV5en7XUurZ6Xt8oUlycs2m7WPBQN42eH\nZ5RvfKoAACAASURBVDoemjNUUN7prep5ElmlVNsadSEsxZkrWlRurwrd8K1NzUjjGROlpa7Q5++0\nrD5yzSqKNymXHLIr8i0lK701dl6NJ0vSnZRKcW5c5sauL1iTwKDvGstiHKeBLSAWjSynwJpte+RQ\nP6sIV8fvrnUmPU6tcdeOnVOV6W7l4Gmdr8imZDEK2qBNAorWGktXbVg3x9tS61hrdbMnJcJpZS96\nVwHsphCdQFN2bNKUWV6DmXIi85xf8Qj280UXgVyOO3fudODrga+7e/fu6+78/+y9WaxdWXrf9/vW\nWnuf4U7kvSSLQxXJmsceNLfGKJEc24qjxLBC2zAcvwTJk1/yqBcHcJ7yECQPAfSQ5CWAApRjJHBi\nB4YjQZDa3S313FVdXdXsYhVZnMlL8k5n2Hut9eXh+/a5lCwb3UoQKCgdoKpY9x7e4Zy91zf8pytX\n1oH7f+Jp+8DGn/mbuJZjKO7WWw2dsHcw/oY8bV+izjQiiHPInVUi1t2Jg9h2TYYVAyP5isv5KTQC\nEo49slIQD17yCcYBbhMFDXbRQwSsOH4jDsiFoUVcrRkGho23RaZEBZ+GhknF/hw9+3xFGfIDRL3r\n1mEow/b/BVsOIZAkOlcd73pc5yu2Eokqq648qYkOk8BSgicPWv9qIshhNYjjGm7l7QUj+gpIzVnR\nbp4q5OT6DX/darBwoirCuBpgWorhAYHoeIx9T6qDigjqnal1z5XG1zdmum7FQLHOv4igK7qz2s8U\njKVlDFyzeh8yuItGRsHoxW1NFINK6Gs1i/fVhej5KaqMkiceijBNQ1xwoGpnB6nYHr9qJQfTQ1jn\napNe8BXrECxk1hyKSPL3elg+BqIU8OvQhH2KFlZsr2NV9rAKqYSQfKpj1fkOGp4UlVqFIoXBHFCC\n4RQZIQQr4iPxmVmtCTFDQ1vZ4hPCBGUZhDY0lFJpvf21H2mwI3GltTcDESWKkVNEAhuSLFOmsvr9\n+iokSUb7xdaXmWDW6BieM+BV4jiiaPX0SGMYJgn0BVY28KqMxLCOU61yoZlwfX/OPBb6amaOqpVU\nIr2D4waWGMRfqtnsqODZ84IUazbty9u9JVUJaVjxAiSDSDAHXlV7L/re32O71I2K7q99ihENlcVp\n4MGPdnz+uS0gV65cEax4LIG/7x8+BDb/xFO3gIM/5e//MvDLw/9fvnz5X/OdpsBTayhgWD3ZHwOD\nkK+u1kfDwe4FRY6niyABScm7OPu79amunujsKQm0QVadShLrYFUM+KxPTS3i+EcSbLcdhnXU8HOY\ngKngjqXVVyc4+KkQJNILNNjovGIwSbCu27vmijKOkWX15ZTf1RrEwV77WsX32cPqzIqLOeZqNWZY\nVkvDkyCmGJa44vUzrFRUyQWiO+4a2K4rdkiDqcETOEnA3pbeRVrGQIMcbO3cS6DRwdbELBqC2M9T\n1OJFNdjrgwZyMcvuGqyoeZPsKz1o3Xds2Ln31cJ4epNSUxEDgIMdYpnGCmcNjINnWWDddKlG061i\nDKUslRQNd5Ji71WSYa0kNI1PDKKghZFPnFRYdh3jJGgxqw6iFd6ETcW2CiukaAHqhiH4FFmH9/F4\n9TYkNw67kKrVrZmCr3gdf/JDx4aQsMqpMYssATErjkkM5MFiJCrNoKmoHl0ASFBitZxDM2p08kZU\n/7N7uak9t2izYme1rjAf7OibkDxu13A5FZg6cI5WRkFofFLqq3lFZXcvbAZsRX0dZJe83X/VGFz4\ngi5gJ7itfAyjiQT6lZuvkqqrn6pwaSvyhQuBl194geWssvtgjwe7+9w9qnz5wSO7T933SqtQakbE\n14B4SqQM3wvHP6zYhlAZskK0VhcLRqIkNHcYWcPo6KpQamXcJNPcJHflxXJDIAxqhn/lMZ/PLztc\nMDx+7+233/49+HNcQID/AcM8fu3tt98eEJ7vAn9veMKVK1fWgBf943/s4b/g7w3//5u/+Zv/4E/7\nJivB4HCqDUXEPz7gF0ZHdFqiGOPEDAqHIuJ/jsOoOGAnthoaVl7e9iOilGE1hlug4DoMLzCyYjkF\nB2WHycbG+iJGT1XvDMUBWxykdocc1DO/UxBUk2s41AWHx15AvRo4vcTsR4zE6sVGrSOvzkO3eji0\nQ8N+tpIGnyERCwNSIwTEYKuiKpE2KD3B/KrA1xrRC4/fUH6MFmeHLF2d3tRj6iUraqSyUHcGrvZa\n9GCsHaLleSj0VJpoa7roB2rnq5cgphgWUWfNmaCx+H5a/dQdBHIuTDegGFwTEldrHsGoy0+7rQax\n2aURo/umEG3qqhWSieV6xGNfjfo6au37jWrgmVj4/Kkdvn/nAXeBjSTGupH+eM2T4+r9KtXe8zBM\n2L4qIzSYKd9gwSFGHvTQsRjNowt1cFUqEhrDO55aow1TbVAroBTMgDJmlsXWiL1gGhSPdlWfit0P\nwbUZwacmofEO3FhwYRUwRg3EoCtMogZoiqkwE2aPPhBIbJ1orDlHqehLpceukerNy8h/94EKP7Ad\nS4RUzWyzRmsQil//QjXMMagHbGGYkhoY3VD5iQubPDPNbG9Gam8NR9MGpEmcmW5z8sImLy6Fr/6L\nfQZDzarZp5ww4OdQinu0CQGzSTFzRsdV3A1hWL05OmfTcwwu4rQzzlaW1kA0MdKXbMXFJ7N/kxJ9\nMpl8/Pbbb/8Xf9rn/lwWkCtXrvwW8Brwq2+//fbTOSf/K/BfXbly5a8D/wz4B8C3/qwAOmB7X/sD\nOhQSYVVAho/rqogI5pArK4bVAKxbNKw7ygYhhLRiag2ThIpngvt0MADz+tSf/QQmPLV+0CAUX3nZ\nYeHiumjj/vA7iMjqZlStnt1gDJbGf34NQihKCHaQAQzOp0qhIZHFAW4ZGDnBQUW1ACC/gEMwfKFx\nttigl4nVis0oRrI6iDpE2fprWS18muOMBotTHQVZTXtF1fESU4MXqabBCEKtmRhMbZGqU0kxqnDj\nuM0g7AoIE1EGCm0Si8NtxK0vJJj4G1tDVrUVxrAaSClRcmWUzCKiCZYnIr7IW6VSKpaVIqZ1CTIU\nBCFlb1PiU8UOKzgtkKMStRKTTVGFCiHSqPLcqPL8dsdP/dgpfqJuu/4k0vdLlv2cZfFVW3LTyGpd\nsnrxkOgsKsREdZ3wpT/8GuVgxsEi8P619/j7//l/Qqs2hTYDZXcoOupAsSVlMEQSKDjWZfeSoePB\nLHB8lTMUAqlWPBVbHZYKTRNWRIJARYNhKk20g9n6aFPi934tJCzYKqXka1OhwbPdsZ9XnEShOKCO\nAfSD+WGHUDERn6qr84MZUEZv8GwtaK/ZkDypjhMFvw+j/1NDZaet/PLFCWujzHg0IkRFRok7t27y\n7PNnCLUlBbu/Q/KMnGCFWzTRa15tO5SKxkiseI5NXVnCo0Ip1rC69zFg69MskVIshjmrTVr22sqK\nGl/K0P0obTLrE9UA/Og7rD93BeTKlSsXgf8UM2+9d+XKFbB+5z97++23/+crV678DeC/w9Zbfwj8\nrf8n3885EzzVDDMM6bJ61lMTivpKSoYtzDFGcsy8OnbRHb7HwJgIzrRKTp9Vi+tjMFerDooN+II6\nxoLYm185/hptTCDiNudK70A8Q7fke+XBuXchysTH2uFrgHWNHcO6wDCD6LoJxUV2/n3zgFV4ITAR\npHV51bulRkCjjfvDNCcBD4ZyVXp1tw7n8VaPBhWCr31c4yIK2AVegq3fSEJSJQWjJVefMIYst8a7\n7hS8AHm7bAf5YKtib6BWJQaj0w62KFEiwfMRGjmeyMbRkyCjCc9agUYaDxQyJbrhrPY6xjCo8y0X\nxHoB08wExOxTqq2lpEIrylpsSCGy1AxVmFK4uFk5s14JqbHEQgBnHrVNomGDvb0Zr710kUVfWfQ9\nTQykoH7A2ySlYgmMXTAixIWXP4MiLKvy1s99nkcPMg/v3+PUdsP5s+dYiQ0ZmF52CAcvKOJNRxjw\nrVo9aS8gwRySUXvf8zCVV/V0RhgnVtky4g2TViswZulizCZF6apRWKtWW32JkKXQDnEHir343jAY\nfmbU6lqLFx8DubPXmSoW0jXYxYNRtBuU4ow6iWZXo8GaiiFbI6jQidIQaDXzV17eZKtZsrU1sSWx\nCEcHe3ztK18jTSZ849tXefT4Yxay5KVXXuX1l97gF14Y8XC+wfV7Rxx2C0QiORhpYsA7q4MvJkAc\nGlrHnxCnv9s9Vh1fjTGiZNequQgUP76G1ZzWVdgUIZBGU0ZpDe79/7yAuCjwX8sOe/vtt38XeP3/\nre+nHAPnsgJ67SDSYSwcJpIVTjJsgf1g9c85nco6AzlmV5gNeKDx3HMNhhWEqKsJpjJgJvbzJHfL\nTf73baLxA1BtHZaS5Xd71IBhAU7RLL6eiMG8p2IIiEY3Rjz+rW0DPfgU2WrB4jojPjh7BrvtQJIf\nIrWaqZxZRwRScXBZoCvDSsR+joLhET5RW/cv1oG2xV6DxhbuLgCEkf+MKr5Lp7j+wb2DgnXvWdXf\nM7XY26AkjE1nOJHd8snXXcOVFf0NzmGYMw2MN5JBdRdjuwaiWtHth9aiKjHUlYI/iGkYRsH23kg1\nm3oxyq76misG21W3Cku1w2cQTcYIMTY01uoScmAjZravf4WD5QMOQ8u+Ntx++IB2fZONjTGvXbrI\nickaDRBKJefMaNxQu54OXYH9Xa/cefCItc0TxNgwmowp45bNc+v0mrl3/WM+enCHd67+gCt//TeY\njtY40I6kmQkK5OP1qJk/2T0RxEV1dv/YYWeA/4CxTQLM/TrLsCJHGMBu91orRtutavkhw+SSfdqJ\niBtTcpxKiGkuqpqfVnScwNT1xQWKhlnZYzB2dFYdx6QJWy9bM9E6OcQaC7NFsf7LFPqmz2J1jX7h\n/DoXx3ucPt0QQ0tsIt//4Lvs3t8l10yzvk63rIRSeOby68Qw5mD3gK8/fJ/53h59XkCC1y5cZrJ2\ngrS2zXevH3K4XJKDmSG6HhAjkldfndprbVNhXZ01xECSSC2OyeAYjXvMAd7gGs7VTDeJbUPTjljs\n7v3I5+efuwLy//VDhxHdDz9Pmbae1RkWwcFSI155C+h7RzvmjtdPNQzroGGRGVYsHGPkPLXuwFdX\ngZWaHYIJ6UJwFoavv9RFhmrrKwnWFapY8FHvN63t36vv/N2+watS9ZXWsdywrnQYjViHVj3HfPDr\n6dQ6QTtccesIpzWCZ23YnjU7wyt6kNTAqq+AlEAvrpGQQaVeKA7k2dThPH1VltWTAt3KN6uSxDq7\nTgNp6KCqHTIhCmhDoKfxKE8pzl4Z3tEg/vNZQS9UsxtRbLWnuJHjsC22otMwaACM2ROSEHC3Yky5\nLw5upyRAYhLs2lG337a9e7XOVYtfI9CGQClCE1ixh5DAM03Hzr2v8Gh+l7h2ko3JlLO5Y/bhd1mU\nyr5WPl52ZCZ0VditPWdfuMjO2Qv85Fsvc2ZjkzYHtBbGES6d20Co5DpHypy6u+Tg2j2+9Z2vc3/v\nActaOTER/vn/+N/w4EklnDnFz//iL/LWG58lLHvGuqQhr3K6PZjANBY0hm1UUIlGx/XgL/us4Rhj\ne6coooyjk0i8aYtiwknD2oTe0waTDB24XUk5YJRz8UAoAVeP4CR6c3NWs26X6EJDsemiBojV72tf\nORKdhu7kilADGitalEjEkiVNdFzFrsc2ZH7j1Skn1yE128TU8ODhHW784Cq9GXSx7CJRK9Cxvn2C\nWLdY5BmxBtL6lMl4SrOY89ZzZ5EiHB4d0h3t8frJKV1RmskafW259WDBvcNDSjBGpFajhUWM4VbF\n6CQDG0wwankpBVXzN6sVur5n1LbIaGKWN6oc7e8zQVkcHLE4+otAqR/5oYRjlg0DNni847UuxZ/r\nQG5AniocMKjVB20OeIeA71KHr+XFIIr9HTPdGHywIEoixkCH03CHoCcVUjL/oH5FbxV6hUYrPQZW\nGyhaVwyRBuuag+9yCdb5tr7PFS9IlUqnhqXkIkS1kb6odW0wdHpWaDKB1q1AqtMJeSoAyuwdhFIL\n0IDoavRXjE2lPoLjbB9Fyb2FCYmrzIKKm+HZ66hioHNwPEiqFStxhXcIxTpldCWUWvHqxO3gHfOw\nVcuw9rJ9NDYEMeStD7YdGTuAUJtugq/ihiCxkb/fgz6ncaKBgEfCewZFNdxqLMZQq351jcbRSBUF\n1hrYpCd99LvsHu2RmxM8Nw4UmTPeeYZlUWKJLMuctlQoC2qu7NRAfXSbfP8uv/OVL/HgsOfG4SG/\n/jf/Q37+s59l7LSy6MK0OG05+ZlL/OIb5xE14kKzzOxev8UH77zP9XufcPUf/WO+2vxv1NGU6eXn\n+PW/+muMGTHWzHosK4V6Dc5KcnaBeUK5YNaP94yvO1FG8SlhLWaMOeBidhlXmhAsBdLvtB5jGCYx\nLK4JINE0JLhJ45Caia+rlop7Rx3fq9X9phox5p3hGkYWib4Sqt4YqJMtzE7MSliryl+6PGFjPOfU\nibGlLHYLvvOHfwgNLIqw7G1yb2TGUhpKs87aiTG/+os/x0imLPcLj27v8cH1W9x79C7LoyNiahhP\nx/RdpmkD4yooPflgn7OTnp0WQjulqy0H88z1h4/JgwYLex/EMTPN3lyiq5VVRNjePk+VRJMS3eyA\nbj43PGkxh6qU/mm4+Yd7/EUBAVZvAtYVDliHjYoraN1vGBcm2bNtfbK6WUBqWIl1gtpkoQy6heN1\n14CHRC8iimkDtMiKDlmj2StUlGUJTgeuK8WsICycBYWIhxxZwFHjN7HRX8VuABXrotQ6SGpYRYDi\n1FljIzlQL/rHXgckGEuICmLzQoOByRUrMBLcjlodmBPTlChDd1+xpbX9DoNuRl0lHjEnWcOBbH1k\nHneDmcigXJbV30VsRSJYFw/4NDSsKKxAVccwzHLbJsLGf6+ix0VmgQ9twYqUYNUgI4yC/x5h6JRt\nHRdwlhvFDj4xEoMEK/QmlBCnhAaSU2lTakiYSeJ2qpx6/C793jX2jzpiu8mpdsb84JDZsiM+fsB0\nOkVTpZUxjEes7+ywvnGS5557idRXbn18k9u3brC5VbhcFzz5+u/zj771HbYvvcDj2YKLl5/l1Mkt\nTmyssbO2RnJzRAJ0TcPWGy/whTcv89PVVkNSlcW9J1x973t85b/+b7k2P2LjxTf47M//JK+/cJlE\ny1Tc4UAzOtCiRbyIWiVPIkyDribtVWol4p310NhUB6orKUZ6CtWzU2zWqAwCWnVTQw3WABTrRyAc\nU1rVV5/q/jnJJ2kd1Ns6OEtDCWYPkrygdMU9pTSwHjIvnxjz8snM2TMjkkyIMfK1r/y+MRdjpu8b\n81gLS3IVcloHGkJZcjqe4Lf+4W/x8cENJptjPvMzn+NzL7/B13/7NpsnGwiwtXmSdjKhlQlKoGa/\nSIrhRYd7thZbC4GLacbmzmkKYx7uLXl0cMSiKCXaK66lUrFo6BBbmvVNRk3i6GCffnFE7pcGzFdr\npIYEyB/18akvIMCqQxkeuvr3U3gIA6w+dEkG8Ip/dMXSGkqR35RVWAU2rYAdE084YD8E6dhN1jvQ\np3J8cLtNEsN6pz4FEg5Qv1bv8YcCWM0uImDFbXWGqf3XrEbs+VUG5pB9oKi6cZ14lrIXSy82GiwX\nfBCVDfhJVVNOF8Ft0QdX3uOJDKo7yDot1n/vit3cKx6+vwUZ646HWjZMFeqvhXHXbWfdDuI5HOdx\ndpoVtqfBU+v9gzOs1HfI+Huhw2tRwRyPB8uLp95rn7aGRWCS5ImMrKxJjp/j7B2sQKva6xokEhNQ\nCpMEO6Gjf/wh89mCEidst4GyOGS5nFNrZH0yZrZ/YGujyZwN1jns5syfPOCjq99l/cwpLl16hZ95\n9RdYPF7w6P5Dvn3tq6Syx8G17yBhyid7d3m8fQoNDSfO7LC+uc7rl55n6mpxW3XaAV3VmD3xwjav\nnf0Cb/30T/Dg2k3ee/8af/Df/zZfeeMSf/fv/F2WpRC0ZyMkkppGI4XKoroOKUNI4geUMLCaTCtk\n2TADlXxo0szUcXg9jclldcOwEztXxWjcK0DZ7qcibh2v7pHl18rwhVPwpuopAeVADghhcJ22dSMK\na1r5pcsbbIU5Z05v2so5Bh4/fkSKicOcKSUaBlkWZJlSom0BIgWNgRMnN3n5+XOcz9u0seWDL13j\nW//iq+w9OCI1PWvrI1594Q1qeEyaTDh58iRtOzH2Vwym9xFBSw+SaASmMfNk/yE7bcP6TqIrY24/\nPKLLxi5sRiNCTKTJBqN2xJOHD6H2aCl0Xb+KAxiwkT9D/fiLAkIYRHXDYxitjz+yOvzUEvqorMwI\nRfSpiWS4PVZold0UwWzEG9yYUI67Y+XYb6f4qV6ottdUE6TFENBqgK+69YPt/ZV+6JwFC6MSs0OX\nZFNPxpICM0otpswdLDxCELqijLy0Vcc1YrQVUnSBYPDdb/DipRpW7rMWuGQc/M4P3r74zSzF2WiB\n6KIwEUv18xffXmtxvMlfswYrnNlpymCsHmMg2QojIyTn+Su4fUagaKUJ1X2dfDWFa1z8PbI3r1B0\n2J77tACeDgdocQZQXk2ZEky1HoGBCQmBkeeVmFOv8/h98Tm8v4Mi3UlXbDSJgtAXJQVh8uQW9e5X\n2FsKNW5wdhKY7d8ldzNmBdYmU9ZObBMWY3Kf6UvPwd4caqUZjem6OcvHDzi8eYv3g+k3SnuC8eZZ\nYxTVQlMytRSWD+8SKTy4+yH3qnCt/SPY3GEmys7OJpcvXeSFc+dopSEVdZV0pGy1bP/4a/zC51/i\nZ+uvECTC7l1u/uA+127e4vxPfZa//Td+jv4o8sWv/YCrjx6S28iTZccQlzySwoJCqaY/WkoghmLT\noEDtjUUnGGvMVqxDzswQrBWomrE52opEEmFesrGtbEAGbzxWXQTijYgQ6oBqKYSCyBAjbY1HG5TP\nbTW8fsoyYrZPNgRpaNqGWjJf++IXSY1l0EiBiWSOEPp4wr5nLYgWirif2igR2ykHT+6zub3BZ966\nTOku8+43rvNktk8p8N73r9PlQy5cPMvycA/SmMl4CjEynkzQ2tN3na2kUsPe4yf0uTCdTEhdZmMy\nhcmM5tQL5OWCnAshBko35/H9u2jNlL63pMLgK9oglJypFcuQ+REfn/oCEla3+jBzOJVXhmLg6ygH\np3xLtMJLzBDtqS/gO3Q/i1crFkHoHUew3OOCxOQupGZJQLBOeshh7tUYPqjdJkktmyH4OkzdE0iG\nj/mqym4+0CqMotDXaqslv6mi8TbQamCmTR3uGOsTTFGLnzUr6mrMDewiq8O0o2aU54xXWxP5GBRd\ncxGUla9RjxwHYFVoLaDBRJnVujrxFUXFdBhWLAZarzmfZgy8tUPDgNGk0Jbq5AL7RQtqLsT+hvXF\nbOxlKITi3ecwcMhgRw9lCBDydaTIUGic4omsCkPvB5EpmQtSnJkU7X0fCpVGmCQhhsYdZCHGTHvv\nA2T3mzzpG6aTMVOZ082esOgWdEUYTTYoozHLdo2YRogUGoVRagxI7nqWR3MWfcdsNqfvjmz9Fpa0\n40dM2rEx3TY3GG1sc/r0eSYy5u6tuzw8eEItS3T3E8a54+CW8o1vfoNvNhPC2gaycYrLr77MeBQ5\nvb3OmY112ppoSqIGwwkufu4CFz9znlKh9o/IDfylXzjNX20uczSHezf2+fLH13m8XPDuP/nH1Bef\n5eyrP0upsCnGzqJ63osYPuWtDIi9TgMFtwxjvAbD+1z82dVq2NtwY6pdE5VIjcaDS64qF9yA1GNv\nRcXtdGCklefXIxfbJ7z6wnNGGQ6Bo4PHTNa3+O43v0a3XFISLLrC2KfNA5kSaUi1I2OC4kIk1MCz\n21uIwny2z6hpQZXFYs5y3nPprW0u5FMIgUkz5von93my+5j7N2+yrDMuXDzH9tYZ9h8/WQlYcz4k\npsQ4tSzncwv9EqFhQru2TorCk8e71G5O1/eIREoupGAbAjuQbL28WFrOowhMYuDxj3h+fqoLyPRP\n/P8xOH58oNj16vOIDIVFVyIl16Y7y9e5TSIOS3gJMlI7QaCv6msdh+cl2qGVzJ+/BkjZOoQepUnN\nyr4DcRdXW4YArFhkAajRgGf7hB3UFStMg9rW+POGl1SUMOSAavWD2VYyUaJNWqrkMHTqrJLighgw\nWl01bsQAkJVQElvT+bTTOz6CK9GH6QsN1oWLvUalerevtsMlmuaj+mFvqzr77Xtf78UaaIO/7n70\niBfQojZxDVbWwcV7QmA0/IwI4vRUotGeVaxDQ5NNNQQ6dX8jPGt95V9k7BePMzFK9aDJwQDiGALT\ntqGTYqsTnwomN75D2H+PmU7YnLSMZrvUuuBwtk+RNeJ4SieBNNpC48QtZSqqBXULmNS2EEc0/YLN\n8ZjDo9bXdxUpFrLVLw45eniPcTvmwcffZ208NrPIOObk1g5HyzFFEkUKo2WHlkrpZ5R7V7lx730k\nJH6QElUTB8vCMy9cYrJ9khcunOXczjbjlIjViQ8lE8sMKTO2JLJ+ufDi85eIYcJH5wLf/P49HgI3\no7Cs1X2xqmNiOGvNV1PVszWMAskYmzJXdjCum5DVzWDrSqqy9BRDddFseOq+iL7WHCC5VmE9wU9t\nFy6d3aQZrTOKQtd3vPvOt+i7jlyhy8Fo4RKJdcE8tmQZkzTTi6KhAZ9YJ6MRr1y+QK49jx884Gvv\nv0eawql+g9efvcTN2REvnH+JgweH7M8PWHRHnL+wxTPPrDPvM9e+f5PdO3Me3f2QPndIUMbrE6aT\nMRtrJzlYzlnmzHhjh5TGFIX7n9xic6NheXQIVAaHbqIFnY1G5iOWc2bZZWuYXWRaWmUbePQjnKGf\n6gLCs0Ox8J26HK+ThqLh62Dfa/tE4vQ/GWCD4+WIr7XsX1Vt+M6qFu7i4rxe1HnnRo+15LfqClTc\nhdbwhqXbQY+GYCk/nGzTZqe5RcYa26uIObdGCdRqil18N5wVxITbliCIWU2oWoiR4QrO9sKYdSo4\neQAAIABJREFUWGYbZGFNAzspqzGfKg5U6sDMF2rEees+2znrKcWwCrjJg5V1EZJHt/YIqdrXst7f\nuv+oQu+aiWEKKcPaajWVFHKINGLMM1sVySrCF6meRTKsHq1gRTGCg9lUiLn4qmk5hu/RoLReHcWi\nFRgNItEVJVTItVquC3aoF4ydRWoYRceyaiFKRGohSWbtwbc5fPw9jsKEnQbi0T363HEwnyHNGnG0\nxoKExi1is0lMI6JE+m5J9ikyxIalFkIaQQ30TYuOA1p7tCpNkwihkmLLZmPrkBSVw8Ml/bKjy/c5\n2L1H245IzcjcD5qW8WSDyoilTkHNuVlLT5czJyXT37lOf/s677wX+E5skCjMY2Ipgc9+9i0uPHOW\n7cmUWM3pWasSwpwXf+xFXvz885QqRG1YLuC//GffJsRIZWg0lLGvdAc7fHe1suvZBYnF0/myiplz\nAsUbgeIKbIIpta3RsrHTmjwPEHOc8Lk14afOFE6d3qGNRt1955tfZblckovQ1URQpZWeWYksZQRN\nawyuqmQZObMRttZPcOGZbWISHt2/y52792imG/ydX/ubfP/aO5QCf/Dl79IxY9pM2T14wumtk0Qi\nEhLz2YK+63nptWdpBY6OenYfHXBwcES3t2S5d8Ru3edgWfmFX/0ltC/cvXkLqZm1UWG2N0Oi0MQR\nOZeVVgoRln1PzhUthcGxt2SPcg4JOcO/alf7b3h8uguITwkwNC/H6mzw/SlmGTCk6w34yICRDKCf\nQ7G27qhOpY2RmoFo1MYYBIkmUjN/GwONTbhmugQp0fQAxRXvq4qE+105MBzMOK93DKFxiLf4aqav\nloS3cJxCUJKG1TRT1YpHQO3zXjxNeGjdfLUQBlfh+o1cnckC5hisuNW8aSTM3t0cYRMBMsRUqdU6\noUJ14zwr09lN9Ib1mWKrjChCLZYzEnFfKnf79Tj4FUBfgLHvnUMys76E0AQP/3H8KAYsmCkMYLi/\nd0/TTn2SGqvSx+TMNe/6k+k1zKzYcJ3g0110UWHCvk+SaOvBOOhLDLCvJdMEaK79AU/2PoLmJKdj\nD8tdFstM1yupWSeN1zjURBmv0+mISMOprS2fPFqW85nrTxq63FMR+mIJfoURzXjDGHsSiKUjTBRt\nWnPCDcpkvM5UheXiaLUC6UpPPurJywdGZhhFYoTJdIMYDZA9uXOGU6eeZ5KmPLy3y8ODJ5R+jmgm\ndUc0Cte+9EVuEFnEltG0YXziNJMTW7xw8VnObJ2kJRnJg8o4Vf7hf/SWTciq/O6/vMd37z/mUah0\n0XLbK+7+G8xuppHAolpEa1Fw6pU5Mvg9lfyaRY9XvlWhSULJlRCUkcKJRvnxE5mXn92imYxJSfne\ne9/maH+PnJVltest6ZKCsAhrdqepMQg12mpaBJI2vPb6JSRnHj/a5d7du4RmwiuvvYkq3PrgGr1k\ncljyyovPMZo2hNCyfeo0KTX08w4tPetrI3LurMFD0FDZPrPOZL0lpZbRdJ2tsxfQ0vPJ1Q9ZLI5Q\nLaCFWhSJSu0zi2IdZ4yBrq+mC8FZpU6VLwWatuXExhrL2X32f0Qt4ae7gDz1WBUS/+9QLHQ1n/is\noccHnWEFuqK7+nYJqmcJrKaU1X7Hsx/sicH/WP0LRsQ1BlDCsAKz52o147lWsbWLQhfEd8ZKX4tz\n7i19MIqtXJQhMtXprBX3/QFcrVsdN6liVutdrYg7qfYitMWM/wQTU2UxkHqkDg4nW8PhFu2I+V+p\nmJ234TXGjlFxt1SnulrMqQ1nTYRFNaLAUoYlnSm+A4rUSMFt3cW+X0CYpECUSEz2xRoJLLTShkCL\ngfxDzkVMZpSXxcFaxyc6dDVpmSNupCFgOjKbriY+2UjE1nrK6j1UtYx3ifZ7hZisKKLO9hFCqTSh\nJ3zvd5h394nNDlsypx485GA+I7QT0nQNSBzGhtzsUEPi/HjE+edP8Pzrl9kaTZFlZu/eA46WC+Y1\nM+87clYePeo5t7HF5372Vbom8f533uP7j3fpYyBKg7S2OLR/96AdQRJSC5WCqDKaBrp8Ep0vCNg6\nr1sWGsmozti7f5sHsaHZWDP/sLVN2q0R07Vtzm2d4979XRbzJfP5keFPswXz+TWW9wLvfvAOWQOL\nGDnqe86/+DJvvvoyp9c3SQipwq/+4jP8O/UZQg10feDO7UPuPpnx/u0n3MlLSgwg5qBbRMjZWFlR\nDXssKh5w7DejGEZSVBmJXVttgM9uT3h+7YgTW2tsbk6cuNHxR1/6svuvOfmjLim09GEdqm8lYqFW\nSxPVCpfOnUEVTp5c59bH13k8O0TiiJdffdNYjL62Dn3HeNIw7wpNk9nd22N7Z4u2mCNujJFchBAa\nJpN1lnkJokymm4xOPsNm6djY2mQ+X3L/kxt0syNCyIzaSOmy6ZtEWSwybdPS9T0xCH2fLdqh2JYi\nRlvDte2ItUnDwaPHzJ48oImR0Y9YET7VBUTl9WPxnwxLKIYd1GrsHYwE9SnG1fAYlNjIsFt3ozVZ\nXcKYRaEzScTcS4MKmo4ptIo4sC0QdZXzPAT71GBsqiIWWJRxGmvBwnBQtBgbqEagVg8w8sWbRMMv\n4kAlDUZX1Upxqm4p1bKrxSzeg3flGhT1nAnzu4o02I46ivgKDLLEFYg55DvYTttej8ywrz4W70lw\nCEbcjrwxbKHBdCit2G8wCjZ1ddVezzYKVc3uPArEZrCPF6Oe+hpxELE1DpYjSh+FqVVQw3FgGDeJ\nnn2C/+7iE4SoYq4CRiwYY0I0FLJ58ZIaEO+aiavBlKIVNNKEDn3n/2TZPUHbHdbrE5azPWazGTVN\nWJtOOcwJDRP69gQ1jnjz/Fke33mfu+8d8OSTRzQN5CjM+wVrm5u8/PwLXDh5lo3xOke375AX9/j4\nk2/zg9sPiCLsrK2zd1CRUaRKu1rZFk0ILTK2NZ6WpVXBKDRdpqYRSqWtrvIvQskLxs0Y7RbkbO/p\n4YP7zD6ZMx6PedS+x2g8JbRjVJWd8+d45tRFRhq5f+ceu08eoVpp+wWJwuza+3z1o6vUEnkwO2Tn\n2cucPrvDiy++wKnJGm2TuXi54Vnd5Mc+uw7V7AvvXz/kjz55yM3DjidBmKsTOp6a1BnuNYyyq1Lt\nsJ8GfnxrzgvPbxNlHQRSqnzjq3/EYrGkr8FTBHsqLSWtr3RTGgMZAUlEUbY2tzh//hSSO65evcrj\nh2NObp3k/OVLDJxiVdBQkBJIa1Pqw3v0y0wtlUmakJeFRa2M24a+mzNODaV0NElIaUKdbHFi5xQ3\nPrxBWRzy+M5tSlZEMrl0TiQolFpZdIXRuAWfeE19r/R9RlWJKXJi+yRRlYf37lK7GXtH1kjFZPqX\nPvxoKMinuoCgx0D0UET+2EPEkd9h4TIUBVlZs68sF72I6IqO6k6uYtGvQ6eKqucGDH9PyKHSuJwp\nSDQLdMdibDhx87ZQScYsJ1Q//FxMEjyLA4Gu2u7eomnNoC3hCX9qYjljDXlUa8W6RZ9KbGJxS4Sq\ndEPRdOwn+dps0DvEKGQVc5QNzpjBil9AQBxWV1bGjqgYVz1aHoq6VYSl1vX0BEYIOVg+iIgJNGN2\n+nN1pW0wEWJRoVHTgiwxAVxOCgU6D+4JqaB9IDRK52sPpZotdji+FqoKYiEqNBjtWoMF8KqKOSG7\ndYl6sWuaBon2mmeBRkEjSDEqdpLK8sv/C6RMak8wrY+p8wOOjg5I7TpNO2apU2o7htiiJD536Ty3\nb7zLfh7R0rFzYpOzz53j2TPnme/u8+DuA25+50Ou1SU5mIFekcJUZ8R2nY1Ry+1Hj2lH20zaMQd9\ntstaDV+IYWSYVulQxmg+ok8jYtsiMjJnAgpNFWgzkluk65E0RpJNaaO2RdqxhZGpcnS4pF/u0YxG\n3N3b50HzAaPxmgHkTeLkuQs8f+7ziMLtm3e4+3iXKD1nNtZJew/Y37/PNz/8AM3Cobb0rXDmmTO8\n/sqLnFvfQiVz5vkxf+2yAZi1QDdPXP1ol+/decRu17NblOw70aLmvXYuwL/7mR1OtB3jdouYIjkf\n8fGHH/LkwUMWXU+MYyKZopUia2iIxiuWxs8KZX0y5aXLz9nKtptz9eoHlCI89/xLTMZjwyFr8Q2F\nTZ/DFDRKLalpOZnGPN47oJ2OOOgOOTlZQ2sgxpa+LolpzHhrm9pOmD16wr2PrpKP5sRkZ0GX51aA\nGiEX7H0VO5OWXe+rZsMWu1JoRiM2NjfR5YKj+/chVDYm0VbtYoaZFaXP1X3nfvjHp7uADIe/DEuq\noUgM4KuzeXz9ZCtzY4Wsni/HQVPhqTHGcAoD3PPAklIz7KsM5oXGZgo+JwRX5EYHyQdPJvX9fxg8\nldQ/iOEEKNToGCHOTnFx3BhIVHo1I0dUmdfqpn3ibre2P9dkhapggq5GWSlbW7WJIQajXVZfzdnv\nYMA7Pk0J6mI7fBpTqgSaWle5JRbN6TbbalhHFU9jc0+keR0IYr4Wkmp6CzVRoKqt49qgjFMlB6F3\nxlUCQrapJPrhjzNuzGoeQlFnfoXVm2Z+gLIqeAWzrC+e0phEGCUnKPiU2AQLylLvdFtJhr9UkKqM\n8gx2r1LajtHkFOv9LoUlu4sl7XiL0oyYN2vU5oR7JwV+7NIz3Lz2AX1cY60uCRFGoefj97/Pkwe3\n2FrfRqaRdHKTfrHPM2fO8sqlF7j2zteZ5Cm3jjr2F4+Y1Eztd3njx9/iuVPPcev6La59+BH3uw4d\ngUqgqbbm64MgkqgSSLG14urYhKnqA9J0NqjEiORsxIA0R0s1zc20MKmRWjpQA2vnh0fEFCmHR9y8\nd5e777/L2nQEsYVamW6dZHP7Wc6dPsvDe3s8vHubLnZssLSD8M4N3r17g6t94KAp/NJf/vfYaMau\ngFNGGz1vvLXOm29tGs9VBK0N+3uZ3/v6NV55ccy0HrK2VmjahpgiX//S79P3veWoa6BJDaXOyHFM\nlQ2gt3s7tIgIL158lsl0bALL0nP1/Q/oFF689Aqj6QhqpVDIWl24ayxCde1Slcp4NKLmwmx+wKJf\nkCk8mR2x2Y7JVNbWTjDevEgaTZk9esST+9ehX3J4NKMZBQ72l6hm87mqhYO5XbCLWYdEMfyvQkyR\nxaJjvDbhxPoai/09lo/uEaIwmfg2RQtFC2VwoBOosaWuAh5+uMenu4DIMbbxVO1YPVZdxDAteBEZ\n3GnNBI7V51YKZcTWGE7zNCVt9LWGgfJDkRpmkyRggjlZaTEA66x9CskKQZUUbd+b1Vxse6mrn8e8\nmwpRTZDXiZ2WQ9Gr1ZlgeXCqtW5bEKRYUUspeBEAPMNB4gDiOyjshnRj8VY7eG72YMftCLXqIMKz\n9V9Ru+gUJWtFk9mIBCozhLVQ6aupoBnwIy/d1GDuqDKsDY11Be6CC0QnKaxEYqIGnEd7fnAMK4iN\nSVHMUr9iqvaIJbMlLDBsIB7kaE1GUJt4BMsuCRIhuLmd2iSjYhoaRZjOn5A/+h3ms0O02WAr7NNp\nx9Fsxmi6zlIiuTlBbcZomECdMwqFm598TImJkBeEWhidOsXew4eEacOZsy8x0srhYc+0LFhvp+ze\nusFX7z/go299kc/88i/zygsv8O6730PaEa1Evvf1b/CefBUtmSfdHmvrJ3j5jTd47vSLHO3NuX3v\nBmXec+PxY/JK+xI9a0YpIULpCDT03YIwStRmgmgFdSlqrUhU+qpIv4TcoQkm03W7L/qepp0gBPql\nsuxmpAj7szvcu3GDm+tTRm1DX4TR2jrnzj/LdHoC7eDWzU9YaMeoZr70f/xTVDIf7s546a2X+Mzr\nb/HM+gkT+Wow9mPKnD8r/LWf2+FouWSyfg6tha997cssDvbpciWI2ePXXKiS0HYTqYZDVmuJeO25\ni4zWnUqvhe9/8AMWXeHsuWfZ3t60IUMGYnggYpb2Q/7GcfqjIDGxKJk2jTi53jJb9OgeTN96kfX1\nk8Q2cf+TG9z9+COOFkfEWulyJtfCwe6M6aShaqLvM30uti6vQjtKRnwpFQmRNJ5w/sQWj+/cZjbf\npwm2Xk0BM1StlaKBGiJDtolKoNGK2aj+8I9PdwFZTSD8sVURPnUMh5eqmH2TjySRgRni+IjndQyg\nexhYW0MqIf55gptCh5Ui2dhZ9nwDoaM/B+ZDgRJdrUqqRJYFGj+Us4rz2Y3S2oiwdAW5Kkg2Si4h\nMsRjioOLWc2yWhyADOgqAlcxam0B8ExsgEaK4SAukslqGgpRAxR7x1A8TsFfXxuRW6e/iph99whh\nSSGGY4qujeJ2JrcEQrAiVKoxZ2IdvMdMXR8QcwaOjjtJNDxFLeRnICCIYzWI0UXTIAZA3CrFwpI0\nWKiRRiGpXRxD4WxR2pTImI6jIXgmCmQpoI0LDs2qoLv7Ifnuv2SvjzTNFqdHC/J8zsHRIRpa0mhC\nli1ygBynNEEY65JNlvTdAbU95RNiz9H+nL/9H/89OJrzh9/6I+aLTGgKu0d7tNM15o8OeeOnLnHv\nvSn9vUd8vLtgEhJNqlx841VefOk1WgJ1tuRbX/sODx884NY7N7gePqSvS+p8iTZw/vlXuXj5Mien\nG8wfHfDd9z5m9+iJT4yN4V1NtOAn/JoX89utHnerQdFRQ2igbRtqzqgWYupJowk194QQWWOKlork\nQkgdmm1nr/M5D+/c49YH7/HCK6/Ql47cZ0gjTp45z87JHQ73etrmHvneY75z5/+iSqSZbhCblkeL\nI15/83VefvYC7fqYroWr77/D3evX6SuE2DgOuAQaZLyOaoSa0ZhAAy9efI6N9TG5FI4O97jx8Q1U\nIpefv8xkMgWcKly9sYpGnxdkkF05hgm1WHBVGiea2NLXjFZBtk7xhZ/+t3l46zq37l2ldh3z+RGl\n9IwQZn1PXwqaC5sbG8wWM/plj6oyHjXMZgtoIhIanjl7hloKJWf2795hFgqTxhrUIND3hX4IrPHQ\nrqjV1lYEcrVikn/EkvApLyCspoun/60+FyAObaxWXL49eqq4PL3+0tWzZBVQIzpkYLvJGTz1LPsq\nAVyzYN9Urdle6Ux0wA4UxAHbInG1Rgpq9NF+mIo8gS0Pjbtg6wTVY22HJwFWVRoHqpMXUfWha/CV\nMmW2/9xmvEuhMjJjFIKY82moQyiT4T9R1axbPBZYkZVmpRVT2zde0IJ64fU1UYVV1rZ9PXutk5iZ\n4hCHm7GpLKswDn/8ffIR0jZX/ksNHmDDJ7JWBgeH4HoRtNqkgwJx5T6MM2qGvqOXShBLxUuY3Yus\nBp9Cuf5NliEzbtfYblp0+dAAWhra0YSjWunb6ALERKOwxhypM2a9oiEzDYFl01IIrE2nLIKwtf0M\nL168yKPHd+H6J9x6sMsbL7/GD37wMbkdceGl55mGCe998B61zLn6zh9x++MP2XnuEusbm7z6c5/j\nJ2rL3r373PrkE+7cf8hRXZDTkkcfXuMH736btDZha3ubV15/k1fSC/SHSz766AZbJ9eY7R6y281Z\nUDzjxQFjn8I1Z4Yi2ntXLNWalNi0Zl2iPaUIVToLxWoaci1mrzEW1mLDuhQePnhIlxdMR1PCqOfJ\nvZs8vHONyfoJLl1+icePDnmy95h+eUA52KUCo1L58Jvf5ebHtzh/fpsb73+PeHRoSvU0RbSn6hya\nbSQkCsVWUJIIEmhHYzY3pqhWlotDblz/hNF0k9OndphOJysvOsGaKHPsrSRvyoRkOR3qnnABSrHl\n92Q6ot9X0vYOL7z8Gv2yY/FolyjCbDmzILMUKUuz/smlMp5M6fqeWgqjUQJMz6Eh0tfA1qlTUJTd\n6x8TU6RNtga3/ByLia5DNZOB5u6O0BINo8FoLceq5R/u8ekuIL5ygqFQPPXfgcLrbKLheUFcsT7Q\nchmcYW23T/RQHMIKA6iBlWZBwxBQE54qSA5ISzj+OiJMfApQsMPOD67kQqmsYGYo0GEXdKcFPCEP\nEesKxZPg1HQc0SB1A8TjQH20/JAkuHrbuvyilgbXSrIfguihUoPAXZhlW+dYOl0wm2nBo0zdA0tt\nR5uCReuqr9Kql12ANloUahMCXVCaKIiaRsTCcWzcNsdfB3zECmEYXt9qBWcIpxOMXVL83E8D4yyY\nLkbVrCUFcQdXi/ysCHOEhgqh0hdl3EBIwdTyVHfj9eJHIIp5mIVcWH77nxDDE0qzxTPxiLJ4QOk7\njnqlnawz10gZnUDjiDcvPMNHt+6RDj/hoMwI0y2Wazucnox4fLhPTNv84o+9RRZhbWuTL3zhJ1n0\nymjc8MrLn+PaR9d47uVLXPvt/4ntM+d4+dW3+PY3vs3HT/ZZ9odc2N5E830Od+8gFN6TQNtMSWst\nk40zPPvjl7lw9iJba5swX3Lr2if84Acfcnh4yNWvfweVSrc85GBxyNZih+Wi5+f/rV/hRLvF7q2H\n3Lxzm8OjGYelI6doAlMJlLIgMLUMmtgCFohUpAVGlJgHSohdOyUjNVPJNGrXWpMLY830pUP7yv5i\nn7Ek9vbu8vCTG2xsbxMV2lHD+voJDvcLmRnl6DFPntzi8fsdy+Wc9RMnaJsx2u/TxwnS7ABKLR0h\nTcmpMooNr7x82fRaorz7rXeIccKbn/mcIRpq93GKdt1GVWqB6tepraurOUuouQwHzF2BENCTJziz\n/vOcTUqdd3zti19kYy3QLZf0fUfpC6PJGO17jroZo9GY9XFDt+wo2YDy4nHOzXidZ889w9HuQ548\nuGFpo63SNkP4V6XPxYgEEtDQ+GLXsLtCoJJ8XW6rq1YG69Yf/vGpLiCD1cix7Yh//Ck8waYQd3ld\nmbxhoJOwyoYwIJyVPfsAhKt4brqhyQQsslYITlWKpnNwjQHBi4m/ydExkuI4RfWfTdWUzrY+Mc3E\nsJopmHjoaXHkwKQKEshSaFz1Pvhn9UZUZKaVNZLNOV6MmtDYWggPjdJCNaMnglR30fUoV2xFpSpo\nFBqJtuIKnqatrneJkV5NVGgtkeEuNQRiNIwixWRMMobAK6WJiaJK1kSoxTQlWIGREGnMIYTWjSKH\n9zkj7ixvBYfKSuVfGVIOhU4gaCB4CFH1HzpEY40t+2o5EVWRJEg1jXQvMJbAKC+Yf+t/p+RHrI+3\nmYZ9NC9YdkfUOqZdmzAviT6uU8MmP/fGZa6+/3UmtRDGkRzOkZsxxIY7c9gYn+HKr/8qo/VNS6+j\nZTyaILlnvLFB38LOc2dJsYHRBjupZTxdI44mtOkEB48K7949YHZ4SC8zdo/mbJ9e48zOJm+dP8N8\nf8aj61e5WpRlPuBn/srf4tnXnufMa5ft6pBAW4XlwZzb12/yyZ073JcHvPOVP2S5OGK2PGLZwGg6\n5fW33uLNVz9H3it8eP0DtkZTbt5+yM39R8aU89femly7fnLfoynR0Fh8bMQOuWpHXJWK1o6YWrNZ\n1zWzTCmFmDPdwQFSE73u8/jWbcIokWJkPD1NiImZHiK1QySzyBniGg2mqg+hRUg0Irz50kvExrrz\nezev82j3Ma+/8SYhJbSa5xYImuqxQSM2Ike8YapKLzjFXCAry5joSfQCD27e5uaHV+mXSxazBUUz\n81KYV+gWPVULsY0sF7A2nrDoZiyrsJwvkZiYTNY5eeoUo3HDje9f48Y732JtY8T6KBC1svTzKksg\nF8NcwMgiIoUjs/omBJtioDKiJ1EIwSx2TCDwwz8+1QXkOM8cVkssnzyOpxNxNq//fxAHuofPB+vw\nxfyOok8Q4q2yPTdAMOZRFShimgolekSnYy0+SFZYYS7ZDzdbcw2rHysoxdGSNIgOhJWAkSH1jrAy\nDvRSSDCBOF4OIZj2IqqYhYRbevQaDPAWUw0T4spWe5jIWD0HW9244Z2KUYODVCqBUmEZTTcyGBPa\nazKELzkbzb9uGxNtFHIxgDuKUU/N3bcybiw6VzB/rCjBUv18jZIH/ALz79IqdJoZS3QvL0FqYbDo\nl2GqpBrjygtmVNPNtMDu936fsztnSdNt0uQEOUe6YOyCFIXQLcnf+6csuz1OTk8zll1y6Tg8nCMy\nopmuM5eGTkzN/PrlE7z/wTuUsIlwQNUpuZlQQyJros+F3/iNX6NdSyCZk5s77O8dsWSBxESShlLM\n9qPrM+tS+fd/4z/gG+99m1ET+cnPf5ZvXruO5EwuFShoieT+iNnBnHffP+Rgsc/e7IBxXPArP/EG\nmxsbECy4qQLUSh8gbE149vOvcOGzL9sUXmH5ZMata9f53kcfMisdtz64zp3vfciyW1LynBDHXP7s\nG/zln/oFUk7c/ugWH936hANdoBEomRgb01d0S7puSdrYJGljk4lClp7UTlEykpTQV0QKsSz5v9l7\n0xhLs/O+73eWd7lL3Vtrd1dX793TPRtnI0ckFYtyRwpFy5IsMdLIRgIkUpAgURbna5B8MJB8CZAP\nSuAACRDbCRII1jhSJMqmKYZkSzSH5JAznOHsPb1XL9VdXXvd7V3OOfnwnPdWy7CcGSEC6EgvMOjp\nrlt16977nvOc5//8F+0dhBb4GusdVVYS6pq6rBkUDymKkTAKqwrfmcUmucwklEIFy/LRZebn+9JN\nAxv3b7OxvknS7nLhyU9MbW+Ulntc9DNyn/vGCl5FyyKl5b53kRyGYr/WjOua8XCDh1dvsr39kFFR\nUjvPTK/N9sYIb4XinqWpHPW8IqiCSemi+aomTTMWVpbRWnHlBz8gBMd8r83ibEZqYFzWwoZMMnFx\nCAGlGwsTTdBQhQSdCDxrCJhQYXAoJSZF3gehL08Hlx/t+gtdQHTTZQBTmm6DbTYdiW6KiI6tdlNg\nmsfFzXT6n1hriKRCHptE7F2KUMQbmwFHfM7Y5R4koCGMI2JTGSIk5qLuIyCD6kYqGJQMLzVERpLo\nShRebDriUKeO+GfjB+KIDKYofpP34gByq+NcQVxL5dnEC0zMCQ0ivquj0M8gRoxTOJADiNDXjqCM\nxIrGzsHEWYjxot+wKlB46ULGErOIifxbrcHhSI3G11rM7rzoUFSE3jKD6BZC81nGBYVKbPK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Dzn+ceeiOuGaTESxKgZ+DYzN9nwEhST+2u8feX7BG9wWoNNmD91hJWVMxyZPUw1Lrh/Y5XbN26z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42lbdE7eOKFTcPdzn1KlFD+DUmnQ6QDjjpZ5C1D1rD/tcWFgliRIeHj6ksCUXL1zmvWtv8cyL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SmYLSpmRU1VeyoLeW2ovcLbjJbKMFoyz0/5N37lb6B1QtJq4SLF+uYmxobs+FhqTF1jnG3Q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VeGCND3kZSmhE5IkAgSfSLd56+xpPP34SjyGSMUp7iGK8AR/XKmDVBFyqzEmT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5qbkiZ8XhgTW+sQ060zW0yYYuZUfb6XRyWACJIdKW/daH6HWS4v2R69CbJDpDHt98jI5DDT4Ywf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\n0PTboAZl6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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "show_image(img_data, img_info, figsize=(6, 4.5))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Observe that although, there is light falloff around the edges, the image looks very sharp--almost as sharp as the source bitmap, i.e the object. (If you started matplotlib with the *notebook* backend by executing `%matplotlib notebook`, zoom-in to see all the jagged edges.)\n", "\n", "To find out what's going on, let's look at the PSF grid." ] }, { "cell_type": "code", "execution_count": 32, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(0,)" ] }, "execution_count": 32, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ln.zModifyImageSimulationSettings(settingsFile=cfgfile, showAs=PSFGRID)" ] }, { "cell_type": "code", "execution_count": 33, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "PSFGridInfo(xpix=640, ypix=480, objHeight=54.0, fieldPos=0.0)" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" } ], "source": [ "img_info, img_data = ln.zGetImageSimulation(settingsFile=cfgfile)\n", "img_info" ] }, { "cell_type": "code", "execution_count": 34, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "show_image(img_data, img_info)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If we zoom-in we can observe that most of the PSFs, especially near the center, are just delta functions. The figure below shows 20 pixels by 20 pixels (2.5 mm x 2.5 mm region) around the on-axis pixel. " ] }, { "cell_type": "code", "execution_count": 36, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# zoomed-in to the central PSF in the field (object field)\n", "show_around(img_data, pixX=20, pixY=20, pixGrid=True, pixSize=img_info.objHeight/img_info.ypix)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In the above pixel (and in most of the pixels across the field) the PSF just coalesced into a delta function. All information about the system's resolution and aberrations are lost. The reason for this that the object space pixels are too large compared to the physical extent of the actual PSFs. In other words, the resolution of the object plane grid is insufficient. To rectifiy, we must either use an appropriate oversampling factor or decrease the object field height by an appropriate factor. \n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Heuristic method to estimate oversampling factor" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We could figure out the appropriate settings by trying out different oversampling factors or various field heights in the image simulation dialog box. Alternatively, we can estimate the required oversampling and/or field height for adequate sampling of the PSF.\n", "\n", "The main idea is the we can estimate the (worst case) PSF diameter in the object space either from diffraction or ray trace based calculation. Then, we set a criterion for the desired number of pixels in the PSF spot. Based on this criterion and the number of pixels in the source bitmap, we can estimate the oversampling factor." ] }, { "cell_type": "code", "execution_count": 37, "metadata": { "collapsed": false }, "outputs": [], "source": [ "# Here is a quick and dirty helper function to estimate the size \n", "# of the PSF in the image plane.\n", "\n", "def get_spot_dia(ln, spotType='rms', whichWave='pri', hy=0, field=1, frac=0.98):\n", " \"\"\"returns diffraction limited, RMS spot or encircled energy fraction based\n", " diameter in the image plane in microns.\n", "\n", " Parameters\n", " ----------\n", " ln : object \n", " pyzdde link object\n", " spotType : 3 letter string code ('rms', 'diff', 'enc')\n", " 'diff' for diffraction limited airy spot diameter, \n", " 'rms' for RMS spot diameter\n", " 'enc' : greater of diffraction encircle (ensquared) energy or \n", " and geometric encircle energy \n", " whichWave : 3 letter string code ('pri' or 'gre')\n", " wavelength - 'pri' for primary wave, 'gre' for greatest.\n", " (applicable only for diffraction limited spot computation. `rms` \n", " and `enc` uses weighted polychromatic wavelength)\n", " hy : real (0 <= hy <= 1), optional \n", " normalized field height (applicable only for `rms` spot). \n", " field : integer, optional \n", " field number (applicable only for `enc` computation). \n", " frac : real (0 < frac <=1), optional \n", " fraction for encircled energy calculation \n", " \n", " Returns\n", " -------\n", " spotDia : real\n", " spot diameter in microns\n", "\n", " Notes\n", " ----- \n", " 1. The diffraction stop ('diff') returns on-axis airy diameter \n", " 2. For paraxial systems, the 'rms' spot radius will zero or very close\n", " to zero. Use diffraction limited spot diameter or encircled energy \n", " for such systems.\n", " 3. \n", " \"\"\"\n", " if spotType =='diff': \n", " if whichWave=='pri':\n", " wave = ln.zGetWaveTuple().wavelengths[ln.zGetPrimaryWave()-1]\n", " else:\n", " waveTuple = list(ln.zGetWaveTuple().wavelengths)\n", " waveTuple.sort()\n", " wave = waveTuple[-1]\n", " fnum = ln.zGetFirst().paraWorkFNum\n", " diffLimSpotDia = 2.44*wave*fnum # in microns\n", " return diffLimSpotDia\n", " elif spotType=='rms': # RMS spot \n", " rmsOperC = ['RSCE', 'RSCH'] # GQ usg. circ. grid\n", " rmsOperR = ['RSRE', 'RSRH'] # usg. rect. grid of rays\n", " rmsSpotC, rmsSpotR = [], []\n", " hx = 0\n", " hy = hy if hy is not None else 0\n", " ring, samp, wave, hx = 6, 10, 0, 0 \n", " for oper in rmsOperC:\n", " rmsSpotC.append(ln.zOperandValue(oper, ring, wave, hx, hy))\n", " for oper in rmsOperR:\n", " rmsSpotR.append(ln.zOperandValue(oper, samp, wave, hx, hy))\n", " rmsSpots = rmsSpotC + rmsSpotR\n", " rmsSpotDia = 2.0*np.median(rmsSpots)*1000 # microns\n", " return rmsSpotDia\n", " elif spotType=='enc': # encircled energy \n", " samp, wave, etype = 2, 0, 4\n", " field = field if field is not None else 1\n", " denc = ln.zOperandValue('DENC', samp, wave, field, frac, etype, 3, 0, 0)\n", " genc = ln.zOperandValue('GENC', samp, wave, field, frac, etype, 0, 0, 0)\n", " return genc if genc > denc else denc \n", " else:\n", " raise ValueError, 'Incorrect spot type'" ] }, { "cell_type": "code", "execution_count": 38, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Diffraction limited spot diameter in image plane is 4.1830 microns\n", "RMS spot diameter in image plane is 15.4600 microns\n", "Ensquared spot length in image plane is 13.6153 microns\n" ] } ], "source": [ "# PSF/spot size @ Image plane for the on-axis PSF\n", "diffLimSpotDiaImg = get_spot_dia(ln, spotType='diff')\n", "rmsSpotDiaImg = get_spot_dia(ln, spotType='rms')\n", "encSpotDiaImg = get_spot_dia(ln, spotType='enc')\n", "print(\"Diffraction limited spot diameter in image \"\n", " \"plane is {:2.4f} microns\".format(diffLimSpotDiaImg))\n", "print(\"RMS spot diameter in image plane is {:2.4f} microns\"\n", " .format(rmsSpotDiaImg))\n", "print(\"Ensquared spot length in image plane is {:2.4f} microns\"\n", " .format(encSpotDiaImg))" ] }, { "cell_type": "code", "execution_count": 39, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "7.7300003750000004" ] }, "execution_count": 39, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# If we desire to have atleast 2 pixel across the diameter (assuming circular) of PSF, \n", "# then the desire pixel size is spot_diameter/number_of_pixels.\n", "\n", "# For this example, we will consider the RMS spot\n", "# Note that the actual spread of the PSF is slightly larger than the RMS, especially \n", "# as we go off-axis, we will have more than 2 pixels really.\n", "\n", "desPixelSize = rmsSpotDiaImg/2.0\n", "desPixelSize # in microns" ] }, { "cell_type": "code", "execution_count": 41, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "53.07836607564422" ] }, "execution_count": 41, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# original field height in the image space\n", "fieldHeightObj = 54 # (originally set)\n", "fieldHeightImg = fieldHeightObj*abs(ln.zGetMagnification()) # ignoring distortions; paraxial\n", "fieldHeightImg " ] }, { "cell_type": "code", "execution_count": 42, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "110.57992932425879" ] }, "execution_count": 42, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# resulting pixel size with the original settings\n", "numPixelsY = 480\n", "pixelSizeImg = (fieldHeightImg*1000)/numPixelsY\n", "pixelSizeImg # in microns" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The above pixel size is really large compared to the spot diameter. Consequently, most of the PSFs in the field are just delta functions.\n", "\n", "Let's reduce the field height only first and see if we can get \"good\" PSFs. (The image simulation with the reduced field height should be at least as fast as the one we just did. Oversampling will increase the simulation time drastically.)" ] }, { "cell_type": "code", "execution_count": 43, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "3.6470736859477078" ] }, "execution_count": 43, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# computation of field height (in object) in mm such that we have at least \n", "# 2 pixels within the RMS spot size\n", "numPixelsY*(desPixelSize/1000.)*abs(ln.zGetMagnification())" ] }, { "cell_type": "code", "execution_count": 44, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "PSFGridInfo(xpix=640, ypix=480, objHeight=3.6, fieldPos=0.0)" ] }, "execution_count": 44, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# we set the field height to 3.6 mm and retrieve the PSF grid\n", "ln.zModifyImageSimulationSettings(settingsFile=cfgfile, height=3.6)\n", "img_info, img_data = ln.zGetImageSimulation(settingsFile=cfgfile)\n", "img_info" ] }, { "cell_type": "code", "execution_count": 45, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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kTZJhZ+aiKJpTdvXvga9HUXQ52SlJfidN0/YJyiZJkqRRjLSZdTMwULpcU/r3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\n2aLlSZIsh0ksc0mSROP8kOu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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "show_image(img_data, img_info)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The on-axis PSF in the above PSF grid has between 3-5 pixels (depending on the orientation of the diagonal along with the pixels are measured). " ] }, { "cell_type": "code", "execution_count": 48, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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ZERFJjJKMiIgkJpurMNfXRyuflqqhofT6adXNet/LSqu7s6EB3n+/tG6b+657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\nkcT8/43n+FWKE4I7AAAAAElFTkSuQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# 20x20 pixel region around the center\n", "show_around(img_data, pixX=20, pixY=20, pixGrid=True, pixSize=img_info.objHeight/img_info.ypix)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, let's perform the image simulation." ] }, { "cell_type": "code", "execution_count": 49, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(0,)" ] }, "execution_count": 49, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Modify the settings, to show the image\n", "ln.zModifyImageSimulationSettings(settingsFile=cfgfile, showAs=SIMIMG)" ] }, { "cell_type": "code", "execution_count": 50, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "ImgSimInfo(xpix=640, ypix=480, objHeight=3.6, fieldPos=0.0, imgW=4.7686, imgH=3.5765)" ] }, "execution_count": 50, "metadata": {}, "output_type": "execute_result" } ], "source": [ "img_info, img_data = ln.zGetImageSimulation(settingsFile=cfgfile)\n", "img_info" ] }, { "cell_type": "code", "execution_count": 51, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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roq1MghoMbaaqhO86Qj0OglNKI0SaM1NjWL5pw9dj5i3LFchJGLL5LJKb6pRK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8Y6w8P37vPjH/8une9A6+K1G411vnCdTESZuOfSzOtq9uRniaMMZG1I2rGbEt98+QWf/tVPubp8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ckj5sX+5cXcc7F5EdGbXqV+UmfRDgAVHwsiqiLTenwIbE34mrpj2axRptrO6H7c8bLExm8A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0cHu95jvvvolzjjQmmlgT6sDFywuyeE7u3ufW0ZKzl6/YXF0SvOdkvdTgY9fKSaEktTlX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\n4o6Im804noT7P/Og9gisjcji2F0ZE0Nh49QuK7evMZFNNpr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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "show_image(img_data, img_info, figsize=(6, 4.5))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The above picture is only relatively smoother than the original. However, there is no light fall-off effect. Why? This is because the field is too small for the aberrations to take effect!\n", "\n", "Note that even now, the PSF is not adequately represented. In the following simulation, we set the object height to 0.1 mm. For this setting (without any oversampling), the object side pixel is `(0.1/480)*1000 = 0.20833 microns`, resulting in about `15.46/0.20833 = 74.2` pixels per rms spot size. " ] }, { "cell_type": "code", "execution_count": 59, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(0, 0, 0, 0, 0)" ] }, "execution_count": 59, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Modify the settings, to show the PSF grid, and change the field height to 0.1 mm\n", "# Since the field is very small, we don't expect the PSF to change that much within\n", "# the field, so we create only 3x3 PSF grid, in the following example we also increase\n", "# the image sampling from 32x32 to 64x64\n", "ln.zModifyImageSimulationSettings(settingsFile=cfgfile, height=0.1, \n", " imgSample=S64by64, psfx=3, psfy=3,\n", " showAs=PSFGRID)" ] }, { "cell_type": "code", "execution_count": 62, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "PSFGridInfo(xpix=640, ypix=480, objHeight=0.1, fieldPos=0.0)" ] }, "execution_count": 62, "metadata": {}, "output_type": "execute_result" } ], "source": [ "img_info, img_data = ln.zGetImageSimulation(settingsFile=cfgfile)\n", "img_info" ] }, { "cell_type": "code", "execution_count": 63, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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WcWFQnStbROfWRowRTZ3SuXdMbflU5zEMNtyeo/PyPGDXlucz/zfRuYlbW150bmzGubxj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TssdS7Htnyhc6syP1yk6/zj8azI3t+49fXPv8gLcV4uRLBjU1qjzQCBaKXuLfKhrT2KYlEEqYlQ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\nA0jbqSDLu9FgvCEOCenDhqBinat0yNnL2iYe0HkcO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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# PSF field in the object plane\n", "show_image(img_data, img_info)" ] }, { "cell_type": "code", "execution_count": 64, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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XcJzBcmoOJea1kwHZgtkcuxo4LmNHyQaVY+QZZPN/Ymx7OD7FYHlg6Vg2DyoG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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# zoomed-in to the central PSF in the field (object field)\n", "show_around(img_data, pixX=64, pixY=64, pixGrid=True, pixSize= 1000*img_info.objHeight/img_info.ypix)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Compare this PSF with the PSF for which the field height was 1.0 mm (ten times larger field). It is evident that the former PSF is not an accurate respresentation of the actual PSF.\n", "\n", "Now, before moving on to the next example, we will see the effect of increasing the image sampling parameter from 6x64 to 128x128. " ] }, { "cell_type": "code", "execution_count": 65, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(0,)" ] }, "execution_count": 65, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ln.zModifyImageSimulationSettings(settingsFile=cfgfile, imgSample=S128by128)" ] }, { "cell_type": "code", "execution_count": 66, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "PSFGridInfo(xpix=640, ypix=480, objHeight=0.1, fieldPos=0.0)" ] }, "execution_count": 66, "metadata": {}, "output_type": "execute_result" } ], "source": [ "img_info, img_data = ln.zGetImageSimulation(settingsFile=cfgfile)\n", "img_info" ] }, { "cell_type": "code", "execution_count": 67, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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InoTBGtuT13WKTSR6ZmHw6vgcBYUHLQZrCthoHTUjGoe34RrB6NMeHA686XVJ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qRh6XJOK8ex0mXVC2Ys5y3jwGmcs3nWck6m+rScRxzns3F0j2Y/2tetRlbk5eiR3+dJnJ9iy8tz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\ne97TnCfCmcd1a8StiH1H/ygyfLwjX91A7HE+EzaB5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9gGGLW3XuXUzDBeRh/OcM7MkDhc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\nDex2FucJ4zDAeep4JuXTexbT+y2M3ywFzptuyAHOfft3zrnk5IvPQ8u5dNc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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# PSF field in the object plane\n", "show_image(img_data, img_info)" ] }, { "cell_type": "code", "execution_count": 71, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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6fbuvPTo/GDi+AI2Bcw8zylzveBhkZmLbxLzy+S6dZ2bZ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E50S431cGDreTywPz9XOpyncLinqt+H92GxqDuKTd3YtOvdfrLNM6XHsVqT0z1b74v79ud37iHB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jc0UCeFzX9Z8GvW7nMchJztTyvrCyrw5eOQiL7MYgW3nQtK2QlTUNxCRbeNYkwynyIKfZ5CTn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\nsDgfSETEdRw27H4mIvb7IBxx3rvYl4iE7WM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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# zoomed-in to the central PSF in the field (object field)\n", "\n", "# Here we plot the central PSF from the above PSF grid for two different window sizes. The left\n", "# plot below shows a 64x64 pixel window and the right plot shows a 128x128 pixel window.\n", "# Note that the left plot is exactly similar to the zoomed-in PSF in the simulation above. \n", "# This is indeed expected, we case we haven't modified oversampling or field height. \n", "\n", "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(10, 5))\n", "# PSF data in 64 by 64 pixel window\n", "show_around(img_data, pixX=64, pixY=64, pixGrid=True, ax=ax1, pixSize= 1000*img_info.objHeight/img_info.ypix)\n", "# the same PSF about with 128 by 128 pixel window \n", "show_around(img_data, pixX=128, pixY=128, pixGrid=True, ax=ax2, pixSize=1000*img_info.objHeight/img_info.ypix)\n", "fig.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Increasing the \"Image Sampling\" grid size does not increase the time required to generate the PSF grid. However, increasing the image sampling grid size increases the image simulation (with \"Show As\" option as Simulated Image), because each convolution takes longer time." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Example 3 - A blue notch filter" ] }, { "cell_type": "markdown", "metadata": { "collapsed": true }, "source": [ "In this example, the lens contains a blue notch filter. Therefore the image formed is devoid of any pure blue component of light. However, we need to set the polarization settings to obtain the correct simulation results. To demonstrate this effect, we will first generate a settings file without the polarization setting turned on. " ] }, { "cell_type": "code", "execution_count": 48, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "0" ] }, "execution_count": 48, "metadata": {}, "output_type": "execute_result" } ], "source": [ "zmf_src = 'Example 3, A blue notch filter.ZMX'\n", "zmf_dst = 'A Blue Notch Filter.ZMX'\n", "lens_src = os.path.join(imgSimDir, zmf_src)\n", "lens_dst = os.path.join(imgSimDir, zmf_dst)\n", "shutil.copyfile(lens_src, lens_dst)\n", "zmxFilesAdded.append(lens_dst)\n", "ln.zLoadFile(lens_dst)" ] }, { "cell_type": "code", "execution_count": 50, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "LENS NOTES:\n", "\n", "The glass plate has a coating that rejects the blue wavelength region. As a result,\n", "the blue circle is not passed by the system. Note the 'Use Polarization' flag in\n", "the Settings dialog of the Image Simulation feature must be on for the coating to\n", "be accounted for.\n", "\n", "As this design has no aberrations, the PSF grid is computed using a delta function.\n", "This is faster than computing the geometric or diffraction psf which is unnecessary\n", "as the design uses only a paraxial lens.\n" ] } ], "source": [ "# Lens notes retrieved from the prescription file \n", "ln.ipzGetTextWindow('Pre', 7, 16)" ] }, { "cell_type": "code", "execution_count": 41, "metadata": { "collapsed": false }, "outputs": [], "source": [ "cfgfile = ln.zSetImageSimulationSettings(image='RGB_CIRCLES.BMP',\n", " height=1, wave=RGB, psfx=1, psfy=1,\n", " pupilSample=S32by32, imgSample=S32by32\n", " )" ] }, { "cell_type": "code", "execution_count": 42, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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j/2kF6RTgXKXUbcBUpdQPcPXu0zK0ZSdgvTFmRWLd3bgpmPxFWm7aoOA3sNyj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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "img_info, img_data = ln.zGetImageSimulation(settingsFile=cfgfile)\n", "show_image(img_data, img_info, figsize=(4,4))" ] }, { "cell_type": "code", "execution_count": 43, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(0,)" ] }, "execution_count": 43, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# turn on polarization \n", "ln.zModifyImageSimulationSettings(settingsFile=cfgfile, pol=1)" ] }, { "cell_type": "code", "execution_count": 44, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "img_info, img_data = ln.zGetImageSimulation(settingsFile=cfgfile)\n", "show_image(img_data, img_info, figsize=(4,4))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Example 4 - A diffraction limited system" ] }, { "cell_type": "code", "execution_count": 190, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "0" ] }, "execution_count": 190, "metadata": {}, "output_type": "execute_result" } ], "source": [ "zmf_src = 'Example 4, a diffraction limited system.ZMX'\n", "zmf_dst = 'A Diffraction limited system.ZMX'\n", "lens_src = os.path.join(imgSimDir, zmf_src)\n", "lens_dst = os.path.join(imgSimDir, zmf_dst)\n", "shutil.copyfile(lens_src, lens_dst)\n", "zmxFilesAdded.append(lens_dst)\n", "ln.zLoadFile(lens_dst)" ] }, { "cell_type": "code", "execution_count": 191, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "LENS NOTES:\n", "\n", "In this file we image a simple object though the HST. The input scene subtends only\n", "0.001 degrees field of view. Note that the Geometric Image Analysis feature predicts\n", "a sharp image, because geometric calculations predict unphysically good imaging in\n", "diffraction limited systems, but the Image Simulation correctly shows the blurring\n", "due to the finite passband of the optical system.\n", "\n", "Note also that the input scene is oversampled so that the resulting pixels are comparable\n", "to the size of the PSFs in the grid.\n" ] } ], "source": [ "# Lens notes from the prescription file\n", "ln.ipzGetTextWindow('Pre', 7, 16)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Field Normalization : Radial\n", "Type : Angles in degrees\n", "Number of Fields : 3\n", "Max Y : 0.08\n", "Max X : 0.08\n", " X Y Weight VDX VDY VCX VCY VAN \n", " 0.00 0.00 1.0000 0.0000 0.0000 0.0000 0.0000 0.0000 \n", " 0.00 0.06 1.0000 0.0000 0.0000 0.0000 0.0000 0.0000 \n", " 0.00 0.08 1.0000 0.0000 0.0000 0.0000 0.0000 0.0000 \n" ] } ], "source": [ "# The field data shows that field is defined in terms of angles\n", "ln.ipzGetFieldData()" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# PSF Grid\n", "cfgfile = ln.zSetImageSimulationSettings(image='LETTERF.IMA',\n", " height=0.0001, wave=RGB, psfx=3, psfy=3,\n", " pupilSample=S32by32, imgSample=S32by32,\n", " aberr=DIFF,showAs=PSFGRID, reference=CHIEF,\n", " over=X16\n", " )" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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82nu/DNzpnPsw8Dzg+p7szydYtl+J994AvA+4fhvlXAPc5b2/I957HHjAOXeZ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\nRU5ErkJggg==\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "img_info, img_data = ln.zGetImageSimulation(settingsFile=cfgfile)\n", "show_image(img_data, img_info, figsize=(5,5), xylabels=False)" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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vV5xzdwI3OudeB1wEXAFcolT/GHCbc+524CfAO4Dbpmzn08BNzrkrgS8CB4Fv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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# simulated image\n", "ln.zModifyImageSimulationSettings(settingsFile=cfgfile, showAs=SIMIMG)\n", "img_info, img_data = ln.zGetImageSimulation(settingsFile=cfgfile)\n", "show_image(img_data, img_info, figsize=(5,5), xylabels=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Effect of increasing oversampling on the PSF grid" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here we plot the PSF grid for various factors of oversampling. The pupil and image samling (under convolution grid settings) are kept constant at 32x32." ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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RgQUAAAAALISpJcTxO96h3i/8wlwPYKl6CFXMXvksdwep2x/ceqV9WK3Xbr3SPm3MOYMk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\n27QKu5Sxe3ho8bDbAgAeH7Z4eNgBAHa7LbotPd62lL1TqoZM9URDiHA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GEvyEeN25/vza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\nE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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ln.zModifyImageSimulationSettings(settingsFile=cfgfile, showAs=PSFGRID)\n", "\n", "fig, axes = plt.subplots(2, 4, figsize=(14, 6))\n", "ax = axes.flatten()\n", "\n", "for i in range(7):\n", " ln.zModifyImageSimulationSettings(settingsFile=cfgfile, over=i)\n", " _, img_data = ln.zGetImageSimulation(settingsFile=cfgfile)\n", " ax[i].imshow(np.array(img_data, dtype='uint8'), interpolation='none')\n", " ax[i].xaxis.set_ticks([])\n", " ax[i].yaxis.set_ticks([])\n", " ax[i].set_title('os = {}X'.format(2**i))\n", "\n", "fig.tight_layout()\n", "ax[7].set_visible(False)\n", "\n", "plt.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Is the 32x and 64x oversampling is worse than the 16x oversampling factor? Weren't we expecting it to be better? Let's look a litte closer for the 32x oversampling for two different amounts of image sampling settings." ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# oversampling : 32x , image sampling : 32x32\n", "ln.zModifyImageSimulationSettings(settingsFile=cfgfile, over=X32, imgSample=S32by32)\n", "img_info_x32_i32, img_data_x32_i32 = ln.zGetImageSimulation(settingsFile=cfgfile)\n", "\n", "# # oversampling : 32x , image sampling : 64x64\n", "ln.zModifyImageSimulationSettings(settingsFile=cfgfile, over=X32, imgSample=S64by64)\n", "img_info_x32_i64, img_data_x32_i64 = ln.zGetImageSimulation(settingsFile=cfgfile)" ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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K6Tm1gjbS3uHrgak0KrNko6pRhwYHEBMFMQg6XW9TELS7SjPmeHuH3/e5ejuE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\ntFERQgghhBBCNuHiUoWxB0J2A2mR1TRVnf4A37p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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(1, 2, figsize=(14, 8))\n", "ax = axes.flatten()\n", "t = [ 'Oversampling: 32X; Image Sampling: 32x32',\n", " 'Oversampling: 32X; Image Sampling: 64x64'\n", " ]\n", "for i, img_data in enumerate([img_data_x32_i32, img_data_x32_i64]):\n", " ax[i].imshow(np.array(img_data, dtype='uint8'), interpolation='none')\n", " ax[i].xaxis.set_ticks([]); ax[i].yaxis.set_ticks([])\n", " ax[i].set_title(t[i], y=1.01)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Thus, we see that we also need to increase the image sampling under convolution grid settings to faithfully represent the oversampled PSF. This is because, if the pixel size is not explicitly specified under detector settings, it is determined by the transverse magnification, number of pixels in the source bitmap, field height and oversampling. When we increase the oversampling factor (or decrease the field height) while keeping other parameters constant, the pixel size decreases and therefore, the number of pixels per PSF increases. Thus the PSFs require more samples for complete representation. " ] }, { "cell_type": "markdown", "metadata": { "collapsed": true }, "source": [ "## Example 5 - Spatially varying resolution" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "0" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "zmf_src = 'Example 5, spatially varying resolution.ZMX'\n", "zmf_dst = 'Spatially varying resolution.ZMX'\n", "lens_src = os.path.join(imgSimDir, zmf_src)\n", "lens_dst = os.path.join(imgSimDir, zmf_dst)\n", "shutil.copyfile(lens_src, lens_dst)\n", "zmxFilesAdded.append(lens_dst)\n", "ln.zLoadFile(lens_dst)" ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "LENS NOTES:\n", "\n", "This example uses the same lens as example 2, but in this case a small (5mm) source\n", "scene consisting of four grids of lines is moved vertically in the field of view.\n", "The effects of lateral color and sagittal/tangential MTF can be clearly seen.\n", "\n", "Note that at each field point the detector is centered on the field of view of interest.\n", "Alternatively, the detector can be defined to be a single large detector that stays\n", "at the same position as the image is moved. Use the 'Reference' control in the detector\n", "settings to define exactly what you want.\n" ] } ], "source": [ "# Lens notes from the prescription file\n", "ln.ipzGetTextWindow('Pre', 7, 16)" ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# view the source file\n", "IMAdir = os.path.join(usr, 'Documents\\Zemax\\IMAFiles')\n", "filename = os.path.join(IMAdir, 'GRID_OF_BARS.BMP')\n", "srcImg = imread(filename)" ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# please keep in mind that the displayed image will be aliased\n", "info = co.namedtuple('src', ['xpix', 'ypix'])\n", "img_info = info._make([201, 201])\n", "show_image(srcImg, img_info, figsize=(3.6, 3.6))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In the source bitmap, there are 201 pixels along each direction. Also, in each of the four sub patches there are 0.5 line-pairs (lp)/pixel (along either directions). Since there are 201 pixels, we get 201*0.5 = 100.5 lp/ph. 'ph' stands for picture height. \n", "\n", "Therefore, if the field height (in image simulation) is 5 mm, then the object resolution is 100.5/5 = 20.1 lp/mm (in either the horizontal or vertical direction in four patches). And, if the field height is 1 mm, then the object resolution is 100.5 lp/mm.\n", "\n", "With the above back-of-the-envelope calculation in mind, let's see the MTF of the system " ] }, { "cell_type": "code", "execution_count": 162, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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FNB+Q56Q+2ZHopOTPwMyMRmBc2fAj6ADR06Zjt+3DXufuysXS2pU0H5DnJM0H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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mtfcfg = ln.zSetFFTMTFSettings(sample=3, wave=0, field=2, dtype=1, surf=0)\n", "\n", "fig, axes = plt.subplots(1, 3, figsize=(14, 4))\n", "ax = axes.flatten()\n", "\n", "for i in range(3):\n", " ln.zModifyFFTMTFSettings(settingsFile=mtfcfg, field=i+1)\n", " mtfs = ln.zGetMTF(which='fft', settingsFile=mtfcfg)\n", " for field, mtf in enumerate(mtfs):\n", " ax[i].plot(mtf.SpatialFreq, mtf.Tangential, label='T', zorder=20)\n", " ax[i].plot(mtf.SpatialFreq, mtf.Sagittal, label='S', zorder=20)\n", " ax[i].set_xlabel('Spatial Frequency (lp/mm)')\n", " ax[i].set_ylabel('Real of the OTF')\n", " ax[i].set_xlim(xmax=700)\n", " ax[i].grid('on'); ax[i].axhline(y=0, lw=0.5, linestyle='dashed')\n", " ax[i].legend()\n", " ax[i].set_title('Field {}'.format(i+1))\n", "fig.tight_layout()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 175, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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jmYEVv/w47Rze+EXozVnzKSixNH/PSipmVD+H0MXtsipvNcuQTJSw5+fHv/YZ+TmElE0m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\n7xjwcXGKBgFh1beDpgH1RjBdCiFg9RRtJSlfh4ypGdo8heD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EJRR7lGsf6d9b0hxCp5OM\nKsaWU/oKYSAQ0MdSQOitHDF1cBXCWh2Gqp2tNv/TNr/Ysf2xqbTbTnyJ1vbbTkyWs+rrOQgEAoFZ\nRhgQDtvrWbuetYM2y65l7XrO5teb2lG6Q4ad5Hs8Y4eSNr+ftl2XtIz9EQ2CQiiF3wphIBAIBAI+\nERHGizkB4E1vehO58cYbS3QnEKgnL33pS//n29/+9nfIbPu6172OHD582LFHgUC9ecUrXoHBYCDV\nr37v936PXHLJJSV4FQjUG95YxVUITz755A+99KUvvceJV4HAdPEDshvu2rXrQ7t27Qr9KhDgMBgM\nAMl+RQgJY1UgIAezT3EVwkAgEAgEAoHA9CP64nQgEAgEAoFAYMoJAWEgEAgEAoHAjBMCwkAgEAgE\nAoEZJwSEgUAgEAgEAjNOCAgDgUAgEAgEZpz/B+k930L6RC84AAAAAElFTkSuQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Image Simulation (note that the aberration computation is \"geometric\")\n", "cfgfile = ln.zSetImageSimulationSettings(image='GRID_OF_BARS.BMP',\n", " height=5, wave=RGB, flip=1,\n", " pupilSample=S32by32, imgSample=S32by32, \n", " psfx=7, psfy=7, pixelSize=0.005, \n", " xpix=1000, ypix=1000, aberr=GEOM,\n", " showAs=SIMIMG, reference=CHIEF,\n", " )\n", "\n", "fig, axes = plt.subplots(1, 3, figsize=(9.05, 5))\n", "ax = axes.flatten()\n", "\n", "for i in range(3):\n", " ln.zModifyImageSimulationSettings(settingsFile=cfgfile, field=i+1)\n", " _, img_data = ln.zGetImageSimulation(settingsFile=cfgfile)\n", " ax[i].imshow(np.array(img_data, dtype='uint8'), interpolation='none')\n", " ax[i].xaxis.set_ticks([])\n", " ax[i].yaxis.set_ticks([])\n", " ax[i].set_title('Field = {}'.format(i+1))\n", "\n", "fig.tight_layout()\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 179, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(0, 0, 0, 0, 0, 0, 0, 0)" ] }, "execution_count": 179, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ln.zModifyImageSimulationSettings(settingsFile=cfgfile, height=1, over=X2, \n", " pixelSize=0.0005, xpix=0, ypix=0,\n", " pupilSample=S64by64, imgSample=S64by64,\n", " aberr=DIFF)" ] }, { "cell_type": "code", "execution_count": 186, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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oLW1GE5BP7IQQX8IHewvoPB7lE/FRdx4X7fR9pjqPziPMV1mj0nYeM3w+svM4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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(1, 3, figsize=(9.2, 5))\n", "ax = axes.flatten()\n", "\n", "for i in range(3):\n", " ln.zModifyImageSimulationSettings(settingsFile=cfgfile, field=i+1)\n", " _, img_data = ln.zGetImageSimulation(settingsFile=cfgfile)\n", " ax[i].imshow(np.array(img_data, dtype='uint8'), interpolation='none')\n", " ax[i].xaxis.set_ticks([])\n", " ax[i].yaxis.set_ticks([])\n", " ax[i].set_title('Field = {}'.format(i+1))\n", "\n", "fig.tight_layout()\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 187, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(0,)" ] }, "execution_count": 187, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ln.zModifyImageSimulationSettings(settingsFile=cfgfile, showAs=PSFGRID)" ] }, { "cell_type": "code", "execution_count": 188, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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PMwYm/knT99MtWrc8yMSLE9o3RUzfoNF58Ntpc+7Ar2rSp6mkCLMamG8xNnCE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\nzEHqFwrEzIPfta+L1gPfraISI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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(1, 3, figsize=(14, 6))\n", "ax = axes.flatten()\n", "\n", "for i in range(3):\n", " ln.zModifyImageSimulationSettings(settingsFile=cfgfile, field=i+1)\n", " _, img_data = ln.zGetImageSimulation(settingsFile=cfgfile)\n", " ax[i].imshow(np.array(img_data, dtype='uint8'), interpolation='none')\n", " ax[i].xaxis.set_ticks([])\n", " ax[i].yaxis.set_ticks([])\n", " ax[i].set_title('Field = {}'.format(i+1))\n", "\n", "fig.tight_layout()\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Example 6 - Tilted image plane" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "0" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "zmf_src = 'Example 6, tilted image plane.ZMX'\n", "zmf_dst = 'Tilted image plane.ZMX'\n", "lens_src = os.path.join(imgSimDir, zmf_src)\n", "lens_dst = os.path.join(imgSimDir, zmf_dst)\n", "shutil.copyfile(lens_src, lens_dst)\n", "zmxFilesAdded.append(lens_dst)\n", "ln.zLoadFile(lens_dst)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "LENS NOTES:\n", "\n", "Configuration 1 is diffraction limited across its field of view. The PSF grid may\n", "need to be maximized for its details to be visible. Configuration 2 shows both image\n", "and object surfaces tilted (use control-A to switch configurations).\n", "\n", "ZEMAX automatically switches from diffraction to Geometric PSF calculation when the\n", "spot is 20x the diffraction limit. This is done independently for each field and\n", "wavelength. Note that the central x-slice is still diffraction limited, while the\n", "top and bottom x-slices are geometrically aberrated.\n" ] } ], "source": [ "# Lens notes from the prescription file\n", "ln.ipzGetTextWindow('Pre', 7, 16)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(1, 2, 0)" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Let's start with configuration 1\n", "ln.zSetConfig(1)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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lx2Gwo2nkZlM2ohEzmzEZZ4xMTDTN1m6h865Blz+cp6zA14668hR5WJFUFo5i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\nZssESxYlZ+7r1D3ECBsYlr5aFdu6kqU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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Layout plot\n", "ln.ipzCaptureWindow('L3d')" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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lFJFIZKceUwf86ARwU6Z5ut2hUFhKYaFIKpOkMklYKSLJBAmVJGxFCSuTWitJ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\nkSRJkiTpuZCNEEmSJEmSngvZC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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# RMS vs Field plot\n", "ln.ipzCaptureWindow('Rms', percent=15, gamma=0.4)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "collapsed": false }, "outputs": [], "source": [ "# setup image simulation. Note that the parameters set herein is a little different\n", "# from the values sets originally in the examples. Especially, I have increased the\n", "# oversampling factor from None to 2x, changed the field height from 10 mm in the \n", "# object space to 5 mm, changed the pixel size from 0.006 mm to 0.005 mm, and the \n", "# detector dimension from 1280x960 pixels to 700x550 pixels. These modifications\n", "# were done to sample the diffraction limited PSF adequately.\n", "\n", "cfgfile = ln.zSetImageSimulationSettings(image='Demo picture - 640 x 480.bmp',\n", " height=5, field=1, wave=RGB, flip=1,\n", " pupilSample=S64by64, imgSample=S64by64, \n", " psfx=7, psfy=7, pixelSize=0.005, \n", " xpix=700, ypix=550, aberr=DIFF,\n", " showAs=SIMIMG, reference=CHIEF,\n", " over=X2\n", " )\n" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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PCTC4p2+R+G+0YTcJASdFoOHzyMhqq9ViD/o1PILR0ZhYdc7XZils3P1Jrr++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dG0Ulybc3QtQcougA7nII+TZehWo4NqmVOlqqepELxnoid2S8ajiRvX15x9cIcYHdM6o9L4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\noi9VOOhN5hp2HbUVLt884szeFuICx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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "img_info, img_data = ln.zGetImageSimulation(settingsFile=cfgfile, timeout=240)\n", "show_image(img_data, img_info, figsize=(6, 4.5))" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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Es3S/VBQF+4DmZMzZhN9/8fT7W9pAuVj4zwpZx82aK2M1b64WCtpBl9Pu5mC3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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# MTF vs Field plots\n", "\n", "mtfcfg = ln.zSetFFTMTFSettings(sample=3, wave=0, dtype=0, surf=0)\n", "\n", "fig, axes = plt.subplots(1, 3, figsize=(14, 4))\n", "ax = axes.flatten()\n", "\n", "for i in range(3):\n", " ln.zModifyFFTMTFSettings(settingsFile=mtfcfg, field=i+1)\n", " mtfs = ln.zGetMTF(which='fft', settingsFile=mtfcfg)\n", " for field, mtf in enumerate(mtfs):\n", " ax[i].plot(mtf.SpatialFreq, mtf.Tangential, label='T', zorder=20)\n", " ax[i].plot(mtf.SpatialFreq, mtf.Sagittal, label='S', zorder=20)\n", " ax[i].set_xlabel('Spatial Frequency (lp/mm)')\n", " ax[i].set_ylabel('Modulus of the OTF')\n", " ax[i].set_xlim(xmax=450)\n", " ax[i].grid('on')\n", " ax[i].legend()\n", " ax[i].set_title('Field {}'.format(i+1))\n", "fig.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The plots qualitatively show that the optical spatial resolution is mostly uniform across the field." ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(2, 2, 0)" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Now let's start with configuration 2, in which the system \n", "# encounters focal plane blurring and keystone distortion\n", "ln.zSetConfig(2)" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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8M/DQhRCAV199lW9961tsbW2xurra9+U8Htrf/vh2ti83y0BtZSWvmx1BFX5z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\n+K9/4b/h+DPP932Z9+wf/sP/h7/zd/4uP/dzP0c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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Layout plot\n", "ln.ipzCaptureWindow('L3d')" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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UxyDoGlpZJtrCArQxbB4Xb6+FTxOPfoJmmFxLOvOTSsm3pbNB70EzE+ByjGEY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\nczkaGIhao6Fnjx5PH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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# RMS vs Field plot\n", "ln.ipzCaptureWindow('Rms', percent=15, gamma=0.4)" ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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GqrH6KZpGqpM2O/mW/ZIBosXXFgyiRpBieZptGSpbSM80EURk7UAr44/AUFgW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\na3M/3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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# image simulation (we will use the same settings as before)\n", "img_info, img_data = ln.zGetImageSimulation(settingsFile=cfgfile, timeout=240)\n", "show_image(img_data, img_info, figsize=(6, 4.5))" ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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3RHcmltc5pA8ZS92Eqym+/jnmxqv5mp+kNR1JyQwrN0l9DUpUaiaZNEbAM+hJ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\nzNfH/ZM3hw5h38vHd70DIhIbqplLzJgxozSzdjw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rsQZXNx/IGHRBKDCGATPG6dfvZsJN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\nx3GuBq4uUtIEQRD6FeKXgiAIPUc8UxCEoBDEKZOfKiPdUmiWSrdcNEu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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# MTF vs Field\n", "\n", "fig, axes = plt.subplots(1, 3, figsize=(14, 4))\n", "ax = axes.flatten()\n", "\n", "for i in range(3):\n", " ln.zModifyFFTMTFSettings(settingsFile=mtfcfg, field=i+1)\n", " mtfs = ln.zGetMTF(which='fft', settingsFile=mtfcfg)\n", " for field, mtf in enumerate(mtfs):\n", " ax[i].plot(mtf.SpatialFreq, mtf.Tangential, label='T', zorder=20)\n", " ax[i].plot(mtf.SpatialFreq, mtf.Sagittal, label='S', zorder=20)\n", " ax[i].set_xlabel('Spatial Frequency (lp/mm)')\n", " ax[i].set_ylabel('Modulus of the OTF')\n", " ax[i].set_xlim(xmax=450)\n", " ax[i].grid('on')\n", " ax[i].legend()\n", " ax[i].set_title('Field {}'.format(i+1))\n", "fig.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As expected, the MTF vs Field plots depict that the on-axis optical spatial frequency is intact while it has reduced by over a factor of 10 for off-axis field points. Let's view the PSF grid." ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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6h9wsDAywagNANWdf1EnNeWUMnV+Ov28r7oYoTz9ew8qNcZLpIXzXRUv90Gh8\n12OILHpggOefncBZqSxnTemmfkGYUFjRtydPbFWEx59V7OjpJJkZKvR9Wvo+PDzXI54aYlunpvL5\nccxLZrlwznYmn2sQLjPoeEXz8s4IL7zqsauvk5SfxfM9lNIlPYomAe0k0WiU9nHdLMl0F9sPZLjr\n4SZaIiEmPhTGilqkBjJsTaaJ93dxIN5LNp8i73tj+vRcka81qDx5T7M70UHf1hQbDlTRHA0xbXoZ\noEn2wdbONHuTvcSSMbK5FJ52pX4U6keeZHaAHTpPz8Y0675Xx+yaENXNYfxUlr2dZfQmM+xN9DOY\n6CXn5fB9d8zPQQNA++Rdl6Tfz/odFr1dYZ5fW8vsmjB1jR65tGJPZxnbu/bSlcySzA2S9/KFD60e\n2/Ur9n05N81QopP1O3L0dIbZuq6GSa2KcNSjvyfMpqE88Z7ddKdypLKDuL5XGPkd2zQaV+fRrs9Q\nwuPhTS7r9lRSXxFhYrPCKC9jqFuxOZZjX28XidQg+VwKrXPIJ+kGfZ+LSyLdx1YvQ9fWFOv2VjL9\n5UrK6yKgDHbtTNCVHqQzFSeZHiTvZvF1vuS3XQloJ1Hw0ckurq/IuIPs78vRFa1k16BFiDwpZZLO\nZsl4GTL5FJ7vo7WMYBQF8ylccrkkMT+Ll4pzoLySfX2A0iSVSTIRI+Vlybk5PN/DL/Eh6lNJ62Ae\npM4l8P0sXt6lpy9M9Q6PnIoQ87O4qTgJL0Pez+PrvHTwBT4apV1cbZHO9bOfcnqzObp6w1RuD+Mq\nzZCXJZmKk8+lcX0Xrb2S7+BPFR8N2iXvK1K5PvbrKINdHtt6yrC0IkGOZDZLNp8mn88U6lfaH7Nz\nKmnt4wF5P8dgrJ98MsnuZCXbeiOE/B7imCRzGZKZQVzPDQ5MR7rRJURrD1eb6FwS38uTS6bozGQo\n3+2BVvRpcNMJUn4a13PRenQcmJZcQGtrawsD/wZcAdQB24Evtbe3PzKiDTtBQcjI4/oeybzG8NIk\nTBNlKPBctOeT1xrfd/Glg3odTTBc7/kuOq+JKx/TzZAIWcFQvufhuh6+7+JpX8LZYTQafB9Pachr\nEn4fyaxBr2mhfR88jet7+H4eT3slPbQ/MjS+75EjSz4bHCgkswZ9hPCVh/Y0OS+H1h6ebLtvoLXG\n9fNo7ZH3Pdx8liFTYWoDl0Lf53tBsJX6vU5xLp/r5yHv43ouppslZgZ3QvaL+w7fxT84d0rqV6QB\n38+DMsnVvZ7oAAAgAElEQVTpDK7nkvTTYASf9OG5eTzfx9de8DVK4m3JBTSCNu0BLm1vb9/b1tb2\nLqC9ra1tfnt7+54RbttxFUOGrz185WNqE7zip9VpPHTQOcmpkSMK6ucT/Ofi+yZkckChfoVRC62R\n+h2Bxget8PDRno/hKTQ5QKGUj+cH9fODPcIIt7a0BNXw8bQGT+MrD8NT+CqHoRUo/+BpOancGx08\nwMIDT4P20G5wpzND+r7jKtbPxUX5XnAKzjUOPuujC+FW+r4jCfo1rxB2Pay8iSZP8R6bXiHUjqYD\n05ILaO3t7Sng68O+f6itrW0ncB5BcCt5B7sfrY94lcgoWj9GRDGABTdh9A97ThzPwQCrXQ4/gS71\nOz6/cEWx1hysX/FPqd+xHdx28cgPuwBF6ndiivVTWr9hlEdqd3wH64cmr0d//UouoB2ura2tBZgB\nrB/ptrwZo3GlKCVSvzdPavfWSP3eGqnfmye1e2tOl/qVdEBra2uzgP8GftLe3r7lCM8vBZYWvy8v\nLz9lbRNCCCGEeCvS6fTUtra224c9tKK9vX0FlHBAa2trUwThLAt88kjLFH6JFcXvly1btvxUtE0I\nIYQQ4q2KRqO72tvbbz/ScyUb0IA7gUbg2vb2drkXhRBCCCHGjJIMaG1tbT8CZgNXtLe350a6PUII\nIYQQp1LJBbS2trbJwEeBDNDV1tYGwZy/j7W3t987km0TQgghhDgVSi6gFe51Zhx3QSGEEEKI05QE\nISGEEEKIEiMBTQghhBCixEhAE0IIIYQoMRLQhBBCCCFKjAQ0IYQQQogSIwFNCCGEEKLESEATQggh\nhCgxEtCEEEIIIUqMBDQhhBBCiBIjAU0IIYQQosRIQBNCCCGEKDES0IQQQgghSowENCGEEEKIEiMB\nTQghhBCixEhAE0IIIYQoMRLQhBBCCCFKjAQ0IYQQQogSIwFNCCGEEKLESEATQgghhCgxEtCEEEII\nIUqMBDQhhBBCiBIjAU0IIYQQosRIQBNCCCGEKDES0IQQQgghSowENCGEEEKIEiMBTQghhBCixEhA\nE0IIIYQoMRLQhBBCCCFKjAQ0IYQQQogSIwFNCCGEEKLESEATQgghhCgxEtCEEEIIIUqMBDQhhBBC\niBIjAU0IIYQQosRIQBNCCCGEKDHWSDfg9KY4lIH1Uf4UR6YKfxoo9LBqSf1OXLDuKTisflK741MU\n18FD9VOAj9TvRAT1K27F+mDtgu/EsRyp75N178Spw/4s/n301U8C2ttCASYKE5SFohIDjY8LZNC4\naO1yqMMSr6eC2mGBsjBVFWiNTw6tM2hyBLWT+h1ZUD9DRdFYGKoMXysghsYrrHseo62zOnVMlLIw\nCKEJYaoyPA2vr9/o6+xPjeCgVCkLRQhFFYbSeDqDwitsw8X1T7yRAoJ1D2WiqAZ8NEH9PJ1Ctt2j\nKR5UmYX6RTGUidYGmjhau2g8RlP9JKCddAbBkY+BabSgVAMRsxrTqMHzO8l4A/h+Hz4JNHlGy4py\n6hgEO8gyDNWIoRqJhiZiKgPX7ySd78DX3fg6L/U7IhOFCupnNhAxm7GMZnw/PWzd68HTOUZTR3Xq\nGChloohimnVEzCbKrVYybpy0N0je2wEqhdYKcEe6sSWmcGCqDJQqJ2xMo8ysI2JWkfIOkPG60N5g\noX4aOcA6XFA/U5VhGE2YqoGw2YhSEVy/i5zfgfY8fJ1FDlCPRKGwUCqMadQTMVsxjVZc7ZF1D+Dr\nPnzdix5FfZ8EtLdBcfQiYk2lNnIVU6JXUF6miOd62Tb4OxLus+S9dXi6uJLIhjacocKYRjNRayqN\n5dcyp/YKTANi2Q7W9v8L8Szgd+Npn9GyoZ06CqXCWEYTteHrmNe0iPrwFDI5l93pF+lIPEEiC77X\nCXiFU09Sv0Aw+mOocizjDOrCFzK/ZRHNlbXE4xG2p15ie/+DuP52PJ3m8JPHY5sqnNA0MVQFIWM6\nM+qvZ3J0MVWVWboSvazr/j0x/Ryu3oGnk8jp9uGKp4QtTKOZqrJZjK+8gtbQpYTDYYbyW9nU+wJD\n/gNo3Vk4OJX9xiHBwEiw72ikIjybWTWfoirciOsptsQcBrOPkHVNPN1ZGEkrfRLQTqpCB29UYRrz\nWDruB3zhfd2c+6dPkKuKc6BnIi/f8Xn+8+mZrOz6B7TXga8zI93oEhJsZKYaT11kKZeN+wxf+eB2\n5tz8azLKpTNVwd//yd/z+Naf0599EO3tw9dyqumQ4NSSabRSH72Mr/3ZTVz1dw/SYmxCpTy2PDqZ\nf/rRV3C2tdOdacf3isP9Itg5GqAsysyFzGux+dQfXcSS5b+m0hqiKlnJzgemcdM33sf6boecWoPn\nDSHr3nAmpllBxDiHBeOu5kdfijDTdkjUDBHPNuB8/SbueGA8m3sfwfdfQstp4mEUBhbKrKQx+l6u\nmPHHfPzDmzh7yaOY1Yrd2SgPfuM2vn1fjIHMCjx/HxoXqd8hhiojZLZSV/Zulp75Ab5yxyrGNz1L\nhRflpf+8mG//8npe7Pkug9ln8fzdjIaDe7mK86RSGISBCuqiE/k/dgXnfewpPvibWVz5uRjfdyMs\n+Ox9LJw9F0tNRqlosFMQFI8gDYIjoNbqBXz8XSZnfuglzr+lm0tv7uAfBqu57fI8C1rmYapJKFU+\n0o0uIUH9TMoxVROT62ZzxVd/w7/7ZSx63wEu//pkyq7ayKevzTK3ZRaWrgZl8fqJtGOZQisDkyiN\nFZNYfMbZXLj8If55sIJLr9jPstunUnnDZhafcTaN5ZMwdSVB9yn1C6hgvijVNJRP4/wZ8whfuZHL\nvzaZJdcc4D90mMu/+hsunPQOGssnYqhypH6HKBRaWYSpYUHLfD5+eQ7rnau45rtTOP+WLn5Rq7n+\nb39Fa/UCTKNxWP0EFA6vjCiWmszZzQv48BKf7+cjXPm5GJf87RDnfWwFH7EraKhYgGU0oAgxGupX\n+i0cVTTaAFNVo/zFTL7+l3xi/1kc+N3DnBkL88LnHmBzai/XTi+nItQEmEgHVaSDK5YMCBkTmBW9\nksYb27ll3RwmRyYxIzSOV279FYkP/Yrm8vOptJoLk2hFIKgfhkGZ2cKM6BJCySz3X/M80+vPIBR7\njY/cdxbJD/+GidHzUWYlQPAaQfE6Q0yTkFrANYsh25vnsfc8wwWtE4j2reTmh2dy7WJFSC3AMCoL\n657UL6BRCgyzkkhoPtedY/DR+84iFH+Nxc3juf/qFwinMlx5kYHBuaAOv7pdKKVQZhXN5YtI3Pwg\nn/7pxeT7VzEpMom7r36eOhVnVtQmpCaAMpHaHc6kItxEXeVC0jc9wgt/8wBnxsPUJ2v4RMdZTLrh\nl8wsvwqT8YXdbunXTwLayabBsnKUh8CY1sPmn+Wpr5zD8wP7aWlyeTJVhtWyg6pwFoUhAeN1FEpD\nJJShukahpvSx479dYpmXWDuwhvHjPcIqTkNDmsqyDEqr4m5VAMU5UdFwlpo6j6dDLuOr4nTHnqc+\nMYGeBwcIR1LUN2axTA9DG1K/YZRWoKGm3KO1eTePK5+JjWm8q+6gIj2Njv9J0tK8h5pyD9PyGH4r\nDgFKG1imR015ntqWnfT8eoD6+ARSS/6VcVVxngm5TGzaR3VZMPdMSf2GUShtYJo+DQ1pQipO3+Md\njE+3Es+8RJ3Zz0vRLNU1ikgog8w/G644f8+gKpylsS5NyBugtcnl+f79uMYWtvwsjzm1h6pKgzIr\nMxqyGSAB7eRTJq5rkXNTJJ9t5ZLb9rF//4PMOhN277+My+IG22MDxLNRUNJBHU4rk0y+jFh+P5ln\nWzn/k51Eay1mzo6wde9FDG6uI5nuL9TPkBGgwyhM0rkI8VwXc5Mme90ltEwqJ933GyZ/JEV8dS2J\nTB++Z+EbcoAwnFbBSfZUKs+q3hTnpQy2D17A4KbPke58kJm3xVnVmyKVyuO5ZvFVI9rmUqKVge9Z\nJBIea/uTTPpIikz/b0js+Dz7vCXMSVj8vjtBJptFKanf62m0ofA9k2S6n6EttbTcnCE59ACRWotY\nxTVMi4WI5feRyZcRnH0Rh2hQing2SjI1QP+OGnbtv4xZZ0Ja57nk4/tIPDuOoXwHWbcMrUZH/SSg\nnVQKpV08HSerX+HZ5+Zyrd/Bwu9cTNe0i7j50xVEeg3WPH8GGb0NpTPSPR0URC2lXbTaydrOnbz0\n7ExurNvN/jMXsbX2bG75XDP9L05lbccBsno7SmeQgFsU3NJS+zl8tYvVHfvw1ph8aXk1mxpmk735\nUm5ZuIsDz09i9YFOXH8IpT0ZQTuoEPX9HBn9Gmufmoa1TfPp5Y2sHaiGj17Mh+btYe1TU8no1/D8\n2LAbiIpi35f3hsjqVax5ajq3LNxF+uZL2RCv50vLq/HWWKx/dgpZvQr8nNTvMEq7uN4gaw50MPDi\nVG45ewvpP7uCjjMXcftXQiReKmdd10602gU6h9Tu9ZSfIaO3sr6zk/gr07j50xV0TrsI75IlXOt3\n8Nxzc9nUuwVt7EaNklvkmLfffvtIt+Gkufvuu2/ftWvXCLfCwFAmHmAlLqG5fyoLJ67jHefuY+rm\nCax4dBbPbtpMd/JpPD9euOmqxLSAAmWgdQRDpTCGzmZyoomlH3iRSxZ0MXtHE4880MCaToehzDY8\nP4Yv9RtGgTLROoShsoTjS7lsfD/n3LCBxWVprCdm8+TD9azuWEEstxXtZ+RKumGCOZAmng4xlG7G\niJ3Bsim9LLxpPZdEMvDoHH7yyAAHEi+R93vxdQqp3SFKBX1f3jeIpZu5oraWRQt3seSaA8zZ0ML/\n/nI2zvptdKVeIOt3g2y7wwSn6AxlYipFODafWbqCc+fvYOniDiatmsr//O8cXtl5H4n8TjwdB7kP\n5DDBRSpaWxhksWJzWTYty6IrVnHpGd0c+LGN84zLtsFfksrvQftDlMLNppubm5k7d+5TS5cuXXGk\n51Vww8DTw7Jly/SKFStGuBUmCgvDqCNiLqC5/Cyaq2dSH81zYCDLYHYDA9nfk8jtLHTwpX+p76lz\n6D5UplFP1JzHuMr5zGqZhGkY7Otz2T74KEl3PXlvQOr3BsEnCCgjgqXqGF+5jKby2UxpUsSyZXQN\nbmPv0FaS7mbyXhe+LnbwUr+AQikTy2ikPNRAY+RcmipmcsbUDH39tXT072DX4NOk3V48fxBfS8B4\nPRNDWVhGPeWhRqbUXEpL7ZnU1w2xfXeY7uRm+rMrSed7cf0+ZNsdrtj3hQiZLVRY85lQNZOmmjlU\nhrLs6XPpTa2jK/04nt9XuD2T1O+QYNtVqoKQUU3UnMuU6qsYXxfG9Ty29e6hO7WGrLcZz+9HUzy4\nGtn6zZ8/nxtvvPFry5cvv/1Iz8t90E46v/BRTkNk/dfoTe+lJ70SS0Xx6MR147g6jiaNTPQ8Eo0m\ng+f3k1ar6EzupXvHdJTy8egg7e7H85LD6icd1HAaH3QWVw/SlXyBgew6dgyMw1dJ0H0k3R48L1X4\nuJ2R76BKjdY+nj9IOqfpcF+kL7uO7f2tuKRA95HO9+DpWKF+4vU0Wrt4/iCpnM/e2DPsiW3A3FNO\nXneSc+Pk/SF8HUP6viPRaJ3H9YZIqFfZn9jPnvhaDF2Jy37ybiwIFzqLbLtvpLUPpHA9SLGGHbFu\ndsda8bWBzw6yfl/hoH701E8C2tvCR+s8vp8k7WdRxiBZQGkPlxRa59DaQzqpwwUbTLCh5fA9TdLL\noMze4Iov38fTcfyDn6lW+hvYqTWsfipH1j+Al6sA8wD4Br6fQpMr1E/C7RsFnbbWLi4DeH4CN1eB\nUvvQ2sL3U/ikCzdHlvq9kY/GwNcuMEA8k0UZfaDy4CtckmidL2zf0ve9XmHdw8AnDa5L3E2hjB60\n8oO+j2Sw75C+7wiK267CV2nwPLK+h1adgI/vZ4J1j+K+Y3SQgHbSaYLZLF7wwd7KRHnp4BmlQevi\nbnQE21jKgo++0uSDjl5ZKDcNaLQCtIc+ePQjNXyjQv0KnzeXJ4eRV/iq8LFE2iuEM3E0Gi8oFVl8\nncPAKFRMy4HVcWk0Lr428VUa5adRgI9f6Pvko+2OLRhF83HxlYXyM0HdDu47iuFM+r4j89FaB/Uj\ni/IP3a0wqF1x3Rsd9ZOA9rYo/uN7aO0fulpJy4Z1YopHk4D2D11pKPU7QcWRtOBI0Tv0EFK/ExGE\njOCI4PAPw5L6HVvx8NMtHAwM/7xSqd3xSd/31gyvnx5WsdFZOwlobzvpnN4a6ZjePKnbWyP1e2tk\n231rpH5vzeivndwHTQghhBCixEhAE0IIIYQoMRLQhBBCCCFKjAQ0IYQQQogSIwFNCCGEEKLESEAT\nQgghhCgxEtCEEEIIIUqMBDQhhBBCiBIjAU0IIYQQosRIQBNCCCGEKDES0IQQQgghSowENCGEEEKI\nEiMBTQghhBCixEhAE0IIIYQoMRLQhBBCCCFKjAQ0IYQQQogSIwFNCCGEEKLESEATQgghhCgxEtCE\nEEIIIUqMBDQhhBBCiBIjAU0IIYQQosRYI92AI2lra7sN+BBwFvCz9vb2W0a2RUIIIYQQp05JBjRg\nP/D3wFVAdITbIoQQQghxSpVkQGtvb38AoK2t7Xxgwgg3RwghhBDilJI5aEIIIYQQJUYCmhBCCCFE\niSnJU5wnqq2tbSmwtPh9eXn5iLVFCCGEEOIPkU6np7a1td0+7KEV7e3tK2CUB7TCL7Gi+P2yZcuW\nj1hjhBBCCCH+ANFodFd7e/vtR3quJANaW1ubCYQAE7Da2trKALe9vd0b2ZYJIYQQQrz9SnUO2leA\nFPAF4KbC3788oi0SQgghhDhFSnIErb29/WvA10a6HUIIIYQQI6FUR9CEEEIIIcYsCWhCCCGEECVG\nApoQQgghRImRgCaEEEIIUWIkoAkhhBBClBgJaEIIIYQQJUYCmhBCCCFEiZGAJoQQQghRYiSgCSGE\nEEKUGAloQgghhBAlRgKaEEIIIUSJkYAmhBBCCFFiJKAJIYQQQpQYCWhCCHFcaqQbIIQYY6yRbsDp\nTR38Uig0fuFx/xivEYcogmMIhQI0mqB2ekRbNXoEtQv+9At/95D6nYjitgsKC41X+N4dyUaNMsHu\nRWEU6ifb7olTgElQL8Wh2kn9Tkxxv2sU9hvDv0YPCWhvm+KO0cKgAnBBGWidBvJISDueoINSWCjK\ngu+VgdZDcDCoiaNTQAiloiitUMrE03EOdVJSv6MrhrMwSpWDLsNUHp6OEdRNandsh/o+k0p8LJTK\nSN93wgwO1a8cjYdWGq0zBPUbXSHj1AsOTA1VhdY+BhqfLIzCgwQJaG8bhSIEqpWoOp+wtYB8/mFS\nahNap9BkGU0ryqlVHDULgZpIbegvMQyTXPZXxHkJTY7ReDR06gQdvKFqiar5lJe9H8/dzJD/Ozy9\nDXQO2UkeS+HAStVSoRZSE/kT0rnVDOrH8fxNBKNoUr+jM1CEMIyZ1JiXE7HmMpS5l7Rah68HCstI\n/Y7ORBHGNM+g0rgMQ00jnb+fjNqM1gOMtpBxahUP7MOUM49Q+Gpc7ZJwf4LWnQQBF0ZL/WQO2tsi\nOII0VBU1ob/gpkX38M2rF/Pucf9AtZoLqjAiJI7BxFDVNJT9JV97z0K+c8MZvLf1GxiqAYMQUr9j\nCTqpqDGP62q/zrdunMqtV3+VCeWfwaABhYXU7+gUBooyKo0FvK/x/3L3B+GTV3+D1sjnCqO5JlK/\nowlOK6HKmFjxGW696qvceVOY62q/TkTNA8LIbudYFIYKYagGJpXfxoev/DJfe885vLPqdsJqFlK7\n4zEK9avn3eO/wzevXsyXrrqaausWDKoItt3RQ/613zaKsLGADy/8K65acRE/vmYFX7/3Ps6tuRWD\nSkZLgh8pihAR41w++o4P88T7fskdC5/lGz+5hwZ1DlpW2+NSWEyp+CI//Mf7uPeCXxO75Wpuuepy\n6tUiDs1tEUeiAVNVMaPqb7njez/hXQ88Qu4zy7j18usKnbzU7nhMqrjlqsuJ3XI17/nNw/zwu/cz\npeKLmFSNdNNKntYGjcY53HTtUpIfvI4nb7yP//z2U4wv/zzIwekxKTQagyZjAV//2S/48dUr2P7V\n/+bDC/+KsLFg1B2cyp7ubaSwMMuydPdB55oM6fwAhmUWjtBHz0oyUgwsrLI0vQegZ1OalDeESQiU\nVO/4FCHDwA3H6N3r0zcQwQzHg/pJ9Y5LYRIyDLLWEA3xIfr6wljhOOrgEbiEtKNTKEzMcJze/gj1\nsRhuKEbIMBhtIxgjQilMQljhBD2DUXr3A+EYISXr3nGpYP6ooUKk8wN0rM3Qe8DALMsWLvaB0VQ/\nCWhvi2Alyep+Vq55kUV3XsedX9nBL352E1vTrxSu6BRHF1wQkNZ9vLbqNe64cS8//vp2/ud/byZm\nDII2pH5HVbjyUBn0pZ7irsc/xl0f38kXE+PZ8/Ru4qqfQ1d3ijcKpidoZdKZepq7nFv5zkafzxyY\nxJbnt4Eykfodi0IXtt89T+3hb5Pj+M4mj7se/yh96adASe2OLThFPGQM0rFiL1/OT+EHN+7jPx67\nhaHMk8HpY6nfUSi0DqYoxNQgv7j3z7jrKzv45vm9rFz7Ajn6CwdYo6d+SuvTZ1e3bNkyvWLFipFu\nBoeuYopiGbNpDF1OZfl0UvGH6fFX4frdaDKMpiR/agVH2kpFsIwFTKu+FdPQxIYe5oD3EFqnCCZq\nS/2OzEBhYRkTaDQupaH2erLZLexL/46MtxKtkxyaLCveyEIRxjLG02pcRmvDHzGU3MCezKNk3ecL\nF/h4I93IEnVoknbEupCJ0Suois7hQP/99PrP4PmdhYt8pH5HVrw4KkrEPJvxkXdihqYzEPs1/fpF\nPL8D6fuOpXiBT4RW83LKq67F9TT7Ev+B628CMpTSrYbmz5/PjTfe+LXly5fffqTn5SrOt0XxNgZZ\nXH8jfblO+nIaX/n4fqzQQYmj04CH1llc7/9v787jJEnret9/nsg9a6/u6p7eZ2WGAQZkXwQmEOSK\nL0G9h9RzdMSDiALXK4JXvSPIsOhxO6hHAV8gHC6gSB4VVBA9OETLvgwwLAMMy8z09FZdS9eWeyzP\n/SOiumtquqqzuqsqI6e+79crpzIjsyp//ZuIJ37xxBNPfI175387nsHLhMml5mrc12exhAR2hqnI\nY3b2UxiydDij/HUlxNIhsFOcjv6dM1N3YGjRYbm40BWIa0u2XTq0wju4v3acqFYgMvNE0RxW02xc\nRLztYlu0wjs5UT9JREBIgLXzaNu9mHj9i2yLqehzmPkvYLEEdgH6cNtdt0BzXTcH/BTw48BjgXHg\nLPAV4EPABzzPU7WxpgiDT2Cn4jm8ouV5WHSZ9PqWcxMCbQKm4qVRyPmjR+VvbfEBgrUNQtsmMlmw\nyw275lHqToi1DQLbwjGzWLu83mkH2Z24yOhwDGNyRNFyr1l/7SB7IwICsNDhRDL/4/LULmr71nd+\njscgmsEk4/YMYTJZcn/lb80xaK7r/hxwDHgF8C3gt4CfTn7eBbwcuNd13Vu2Ic4+dP5I0uJjbYe4\nuEhP92q6LefPx9o21rY5P8ml8ndxyw2Vj7WtOI/njiCVv/UtN+Ih4BPZRrIda/697sQ5Wm77Itvg\ngduu8re+5bavfa79Oz/3nnJ3ccvbboC1nXj/0af7jvV60H4MeI7neXdd4L0q8Duu694I3Aa8dwti\newhRo3TplLtLZ1f9lI1R/i6Ptt3Lpx7HS9f/69+aBZrneS+82C97nvdNoLKpEYmIiIjscJpmQ0RE\nRCRlurqK03XdPcDrgMfDA6eC9jzvxi2IS0RERGTH6naajb8mvsfE+4DG1oUjIiIiIt0WaE8ErvA8\nr7mVwYiIiIhI92PQvgOMbGUgIiIiIhLrtgftpcBfuq77LmBy5Rue531h06MSERER2cG6LdCuBVzg\n+auWWyCzqRGJiIiI7HDdnuJ8M3Ar8WnO3IpHfoviEhEREdmxuu1BG/I87y1bGomIiIiIAN33oH3Q\ndd3nbGkkIiIiIgJ034MGcZH2MeD0yoWe5718c0MSERER2dm6LdCywAeT50PrfVBERERELk9XBZrn\nebdsdSAiIiIiEtvIKU5c1y0DgyuXeZ43takRiYiIiOxw3d4s/cnAu4DrVyw2aB40ERERkU3XbQ/a\nO4F/Bn4K3SxdREREZEt1W6AdBH7L8zy7lcGIiIiISPfzoH0ceOxWBiIiIiIisW570F4C/LPrup/n\nwfOg/eGmRyUiIiKyg3VboL0aeBxQ4IFj0CygAk1ERERkE3VboL0ceJLneXduZTAiIiIi0v0YtBrw\nja0MRERERERi3RZofwr85lYGIiIiIiKxbk9x/gJwjeu6rwLOrHzD87wbNz0qERERkR2s2wLtj7c0\nChERERE5p9ubpb9zqwMRERERkdiaY9Bc1726mz/Q7edEREREpDvr9aD9m+u6/wG83fO8L6x+03Xd\nJwK/CDwTeNgWxSciIiKy46xXoN0EvAr4oOu6A8C3gUVgGLieeMLatwD/91YHKSIiIrKTrFmgeZ7X\nBH7Xdd3fB55EfC/OMWAO+ArwOc/zwm2JUkRERGQHuehFAkkR9pnkISIiIiJbrNuJakVERERkm6hA\nExEREUkZFWgiIiIiKaMCTURERCRluirQXNf9+hrL79zccERERESk2x60K9dYfniT4hARERGRxLrT\nbLiu+xvLn1vxfNm1wMktiUpERERkB7vYPGg/lvzMrXgOEAGTwEu2IigRERGRnWzdAs3zvKcDuK77\nNs/zXrY9IYmIiIjsbF2NQVNxJiIiIrJ9LnqrJwDXdSeA24DHA0Mr3/M878bND0tERERk5+qqQAPe\nA4wCfw3Uty4cEREREem2QHsKcMjzvKWtDEZEREREup8H7dQGPisiIiIil2HNHjTXdfesePkm4N2u\n676OeHqNczzPm9qi2ERERER2pPVOcU4CNnlukp8vWLXMApmtCU1ERERkZ1qvQLtu26JYpVKpjAHv\nAggaVf8AACAASURBVJ4DTAO3VqvV9/cqHhEREZHttGaB5nne97czkFXeCrSACeCxwEcqlcqd1Wr1\nWz2MSURERGRbdDsP2tvXeKsNHAP+zvO8+zYjoEqlUgZ+ErixWq02gU9XKpV/BG4Bbt2M75B+s3yG\n3a77KVmL8nfpzIrnyt/Gad27PMrfTtbtlZmDwIuARxJPVPuI5PVeoAJ823Xd525STA8D/Gq1urIH\n76vJd/apLHFnoLnYB+VBDPFqdhBdSHwpDHAYKKL171IYHJ4MlFD+NsoAJRwej3J3KQxQAPag/F0K\nB8MEMNzrQC5Zt3u8DvBiz/Oe6nnef/Y872nAfwXqnuc9EXgV8LubFNMgsLhq2SKr7mDQPwx5Hs2g\neS1Q7nUwfanIexkwf0m8akj3DDBIkY8wkvnRXgfTp4Z42g0uQ84Leh1IHzKMZH6Up97gAgO9DqYP\nGUazN1PkfcSFmmyIKTNgXkuBP6BfC9xuJ6p9AfDiVcv+FngLcaH2TuC/bVJMNR5c8o4AD5okt1Kp\n3AzcvPy6XE5jAWTwmaaU/Tvww14H04cM+czbyDhQV/4ugaWYfTNLwWnOX3gt3Ynz9fV7x6hHn0D5\n2yhDLTzNN+59DMrbpakF05Qzb6Olpm/jbEgm93cQRbRTnL9ms3llpVK5bcWio9Vq9Sh0X6CdBZ4G\nfHLFsqcC88nzDBBdXpjnfAfIViqVa1ac5nw0cNfqDyb/iKPLr5N52lLGYjnOgj8J+L0Opg9ZFsN/\ngdAQD3mU7lmgwXzwAeJrbrST3BgL1Jlvv4n4uFH525iIkM8y3/4a0Ox1MH3IEvAVFsO7UNt3KVos\n+J8j3m7Tu+2WSqX7qtXqbRd6r9sC7Q+Aj7qu+7fEFwUcAX4KeHXy/o8AH7vMOAGoVquNSqXyD8Ab\nKpXKLxJfxfljxAVhH7LER94+aV5J0styvnFS/jYuAhrJc+Vv40LOj7hQ/jbGEq9/Syh3l2I5Z22U\nv0th6fdOka7GoHme93biIikDPD35+YJkOZ7n/b3neZVNjOsVxAO2poD3Ab/c31NspLuCTz/l7/Io\nf5dH+bt0yt3lUf4uT3/nr9seNDzP8wBvC2M5p1qtzgE/sR3fJSIiIpI2692L83Ge530pef7EtT7n\ned4XtiIwERERkZ1qvR60o5yf2uJza3xG9+IUERER2WTrFWgjK57ntjoQEREREYmtdy/OaMXzFM8i\nIiIiIvLQ0u29OLPArxPf3mmP53m7XNf9YeCI53nv2MoARURERHaabm/1dBvwn4DXcX7M2feAl21B\nTCIiIiI7WrcF2s8Cz/c8r8r5OwbcC1y5FUGJiIiI7GTdFmgDwOSqZXnim6iLiIiIyCbqtkD7CvH4\ns5V+CtAcaCIiIiKbrNs7Cfw64Lmu+1NA2XXdDwJPAZ61ZZGJiIiI7FDd3ovza8CNxLd6ejdxz9kP\neJ73za0LTURERGRn2si9OM8Af7CFsYiIiIgIGyjQXNd9AvB4zt/+CQDP8/5ws4MSERER2cm6naj2\ntcDvAF8H6ivesoAKNBEREZFN1G0P2iuAZ3ie99mtDEZEREREup9mwwE+v5WBiIiIiEis2wLtXcDP\nb2EcIiIiIpJY8xSn67ofJR5jBnEh92uu6/4KcHrl5zzPe97WhSciIiKy86w3Bu2OVa+/uJWBiIiI\niEhszQLN87zXbmcgIiIiIhLrdgyaiIiIiGwTFWgiIiIiKaMCTURERCRlVKCJiIiIpMx602zs7+YP\neJ53avPCEREREZH1ptk4wfl50NaT2aRYRERERIT1T3FeBVydPH6J+FZPPwrcmPz8bLJcRERERDbR\nevOgHVt+7rruqwHX87zJZNHdruveCRwF/mpLIxQRERHZYbq9SGAfsLRqWS1ZLiIiIiKbqNsC7VPA\n/3Rd9yCA67qHiHvOPrVVgYmIiIjsVN0WaC8B9gL3u67rA/cR9569ZIviEhEREdmx1ruK85xk7Nkz\nXdc9AhwATq4coyYiIiIim6erAm1ZUpSpMBMRERHZQutNVPtRupgHzfO8521qRCIiIiI73Ho9aHds\nWxQiIiIics5686C9djsDEREREZFY12PQXNcdAn4EOOh53ptd190DOCsmrxURERGRTdDVNBuu6/4A\n8F3gNuANyeIfAP5ia8ISERER2bm6nQftT4HXep53I+Anyz4NPHlLohIRERHZwbot0B7F+XtuWgDP\n82rA4FYEJSIiIrKTdVugTQOHVi5wXfdq4NSmRyQiIiKyw3VboL0XeL/ruk8GjOu6jwbeAbxzyyIT\nERER2aG6LdB+n/jG6LcDI8Tjz74A/MkWxSUiIiKyY3V7L84A+E3XdX+L+KbpU57nRVsamYiIiMgO\ntdF7cVpA856JiIiIbKH17sX5Rc/znpA8/xZr3JczmXpDRERERDbJej1of77i+R9vdSAiIiIiElvv\nXpzvWfFcV2uKiIiIbJN1r+J0Xfftq14/cWvDEREREZGLTbPx06te/+tWBSIiIiIisYtdxWku8lou\nxqz4aVnjUgtZ0+o1TvnbmJX5U+42zqBt93Iof5dObd/leQisexcr0Fb/s/r0n9k7xgGTg0wGwg7Y\nEKxmkOuacSBTBCxEHYiCXkfURwyYDGTyEFmgA1GEtuJuLecvBxFgk+1XuuNkwOTjfWToJ7nTutcd\nA44DphA/j1rJfkP5644BJ5dsuwaiZn9uuxcr0PKu69664nVx1Ws8z/u9zQ/rocE48c4xPwYlA7UA\n/AWwbbShdWE5f0NDYJL8BbNJkSEXZTKQHYKBAgQWOgvg+/3ZUG03Y4AsZIehXIagk+RPueuOgWwe\n8sOQzUG9DsGi1r1uOU6cv+IQZAzUshDUlL9uORnIjcFgNt5fLAUQ9GGBe7EC7XPAc1a8/vyq1xZQ\ngbaWLJSG4MATczy65nDH6Q7HsQTTSY+GrM0AOSgPwRNvzjE8B3ecCDhes0TNXgfXBwxkB2DsGodH\nX+3w7YzD4ic6BHNgG70Org84kB2EXVc6/NxTC7z/bMDix30Wz6gHvBuOA+VdMPT0PLeMZnjHF1rM\nfdcS1pS/izLgFGBgAoaeUOCGbMSXvxcw/y1LUO91cH3AxAf2B3c7PH5fjpn9li98tEMtinvB+8m6\nBZrneTdvUxwPScaAKcHgQXj4U6/jy+/4Jtlpi9/rwPqEA5hB+MBf3sCHjvp87c13Y77X66j6SB5G\nHMv/ePt1vOrnv8OndoEzE5+uk/UZgDwMFy23DpziC7O7uWMcONPjwPpItAse1Yr4jdEzVJ0x5vK9\njqh/OBFEY/CkpYh3fOB6Hu9+I86fCrSuOBFk9hhufPHD+NXnlTh00xdgoddRbdyGbvUkG2MtRDWY\nmzR85e+/Q2cG/Oj8uEVZh03G/SzA81/1LYaWoDEH9mLXHUvMgm3BXAAveeV3OF52MNMhVpf5dM22\nYb4Jr8tfwT3GYGZ6HVF/MVPwjUcY3miuYD5IhnbIxVmIHHCm4YvXG57/qm8zZw10tNfoVuhAZxa+\n/Pd38/xPWKIafbnTVYG2hWwArSU4cbTDrAN1PxlH0IcrSk/40FiCr/xjgGPi/IVq5LsWNmDuu5av\n3hcSOCHBEkTqvu1KFIFdgtnvWd71tjadCIIlnZ7rVhRB/Sy0/7fP2w00mslAbeWvK2EbajPQvr3D\njIVWGw3t6JaN83fyRMj8ZEgYQasW74/7jQq0rRRBGEC4AH42uQqsDwcq9opN8ldPuvXP5U+6YkOI\n6tDIJXnTFcTds0n+alBvxQdVGqC9ATa+cjNchA7xzlHrXvdsBEEQX1hhHLV9G2UjCBZgKZ+cyfLp\ny/2uCrQtZiMgWlG99+FK0ks2ik/VaQa+S2OtTi1dDmv7b2BxWtgI6CRNnrbfjVk+IAiVv0tikwP8\n1vnX/UgF2nbp0xUkNZS/S6O8XR7lb3Moj5dH+du4h0DONORaREREJGVUoImIiIikjAo0ERERkZRR\ngSYiIiKSMirQRERERFJGBZqIiIhIyqhAExEREUkZFWgiIiIiKaMCTURERCRlVKCJiIiIpIwKNBER\nEZGUUYEmIiIikjIq0ERERERSRgWaiIiISMpkex3ASpVK5RXAzwOPAv6mWq2+uLcRiYiIiGy/VBVo\nwEngjcBzgVKPYxERERHpiVQVaNVq9UMAlUrlCcCBHocjIiIi0hMagyYiIiKSMqnqQduoSqVyM3Dz\n8utyudyzWEREREQ2otlsXlmpVG5bsehotVo9CttYoFUqFQ94JmAv8Panq9XqMzb6N5N/xNHl167r\nvu5S4xMRERHZTqVS6b5qtXrbhd7btgKtWq262/VdIiIiIv0sVac4K5VKBsgBGSBbqVQKQFCtVsPe\nRiYiIiKyfdJ2kcBrgAbwm8DPJM9/u6cRiYiIiGyzVPWgVavV1wOv73UcIiIiIr2Uth40ERERkR1P\nBZqIiIhIyqhAExEREUkZFWgiIiIiKaMCTURERCRlVKCJiIiIpIwKNBEREZGUUYEmIiIikjIq0ERE\nRERSRgWaiIiISMqoQBMRERFJGRVoIiIiIimjAk1EREQkZVSgiYiIiKSMCjQRERGRlFGBJiIiIpIy\nKtBEREREUkYFmoiIiEjKqEATERERSRkVaCIiIiIpowJNREREJGVUoImIiIikjAo0ERERkZTJ9jqA\nHWG5DLbJQzZG+bt0Jnks50352xjl79It5w607V4K5e/yrOx+inoWxWVRgbaFTAaMA5gVbXwENnnI\n+kwGcMCY88tsoNx161z+WNG2h8pfV5bXu1X5swHaUXbDSdq/5KWFeN1ToXFxJln3shfIX9i7sPqG\nife7y+ufNZxb9/otfyrQtoqJV5BMGbI5yBQNYcMSBBA2wfqooVqHycQPpwjZssHJWMIGBA2IfBUZ\n60oaeKcAThacEhBC2IKokxQZyt/akm3Xycf5yw5A2IaoDSEq0i7KAScTr3+ZImTy0FmKd45RJ9lJ\nKn9rMg44ufiRKQEOhEm7F7XV9q3LJOteDnJlyJQNUQB+M95/YPsrfyrQtkJSwWfLUBhxKO/NYNqG\naA/UJ306kY17gtRIXVhy9JMtQ27YUBzMgAN2AhqnAvzFpKHvow1tWxkwWciNQmE8gxMAGUu7Zglq\nlmApbuy1k7yw5eIiOwyFXRkcB2xoaS9a7FlLZJMiTR5seQdZhMIuh/wAmKxDbtzSPhvG226z/3oy\nto2JDwxyQ5AbdsgXDFhDuBva8wHtM+qFXI9J8pcfNgweyMVtXwS1BZ+2tX3XOaICbQsYEx/5jFyT\nZ9fuIfL+BCyO0Ro7xeDIWeZONli8LyT0UU/GBZhs3EANHMkyOjpA6ewhog40x6cxwQyNbEh7Rj1B\nF7RcnI3A8FVFivkBSrO7sANNmgOL1IaWaOYi2tPaSV6QA6YE+THD0JUF8tkBCpOjmPEWraFFZuwS\nnTmIGjpAeBBzvte7sNthfGKIkjOMXSjSvuIszZE6tWMtOkBYp292ktsmKW4L44byeIZyYYQBZxSn\nU6IxNk19ZImw0cBfSooMeaCk56w47jAwnmV0aD+FyX1ki9B4+N3MziyxcI+PX+uf/Okqzs1mzo89\nK00UGDaHCWeuoeYsEUwfImOHyOWymBwYNVAPZiCTBadoKO3JM8Q+Wo2QRuhjp69gaHeeTMlg8qiB\nvxADmRw4eUMpN4hzdjethiWcGafc2sPgnhxO3pwf3CIPkilCadghnyljZnfRwCGa3s2Av4fSsEOm\nCDbT6yhTysRDEoplh3JrD+HsOA0DztwuSvkBSmMOTq7XQaaYEw+HGdyVp9TYiz8/SrsRkp3bxWBh\nEKcYn3bX9vtgjk1ObQ44DI+W8KcPspRZouG3GTZHKE4UkuEyvY60eyrQNpuN64ZM0TAUDODXR2i+\nYJLn/6SlVW5ROH2I8r5sfPFAH60o28bGgzpzQw6ldplOe5DH/PIiz/hZn44TEtpB8iWDSU4jywMt\nD2jPDxuGMyNkGw6PeUmd6JYp/MwwkT9AftA88AoxOccAJmMwYzmG2mOYluGHbh3D/y+zdMwgZjwH\nGR1cXVAy9tEayE5k6TjD2Fum+OHf2EWunmHEGYGhHEYF2oUl+cuXDVE0iJ8bJfuiUzz6lxcpNPKM\nDIyQG3LiQe/yYEnHSC4PoRmmNdDkBT8Bj3v5LH5jhCF/gOyA6auqp49C7SMWMBAWHAaG9nLl2AJX\n/uArsUcGsVlDxrHaN64lqTCMgahkKJfGOHzLszn4E8/HHhwiU453jtpBriPJjWOz2PFx9v/iUzmQ\nCSmGeZwB1WbrShKTKUQYkyGaGOWqpzySfTmfMiUyeZ3XXI9J/uPkLMUoz4FsyJVPeQzR+DgOWZyC\n8rceQ9y2OWUo+jkOZ0IO3fJD2JHdZKN8fHWn2r41LbdtmZLFHhnkqh/8Va77kZ9hcGgvYcHBOKav\nhiZoDNoWsT4E2SUw99B+96P4M/c9XPGNUbj6BLOzEIZo/NSFJANgO3VL5NSxpRN85NdCOuW7ueLe\nAvP7OviRIYp0kcWFLA8g7jSgsX+G8e9N8L9/5RTcdRWZsWnw2/jLV8Eqfw8WxY/2tKXz8Fl2f2ec\n9//Z5zD/cSVmzxnaUzb+jHL3YBaiCEwErRlLODrNyQ9cxV9PfZJxM8b8vln8r9rkUtheB5tCSf78\nyGCCDsHINN/9wDXc940TTJQyzO6Zwv+a1Zxoawnj/WqAgU6HK74+zJ/+63so/c0YY/lTBGENf6m/\nEqcetK0QQdC0zBzrcGbwfuzB+xj9WobC/jPU/Bn8RhsTqsBYi/UhqlvOHvc5O3SG0tICg/d3MIfO\nsLjUpD0baie5FhNfPBHWLM2pOp39JyjWFylMTNHePcPSfJvOXKTUrcEa4itdGyHN2TrBwUnyx/Jk\n903SGD1LUA8J61r1LihJil+zhI2A9sQMxYkp8t8v0Nl/nMaZOkE9JGigLtwLSWqv9mzIwmKTcP8U\nA8NnKS3N09p3L/XTNcK6hQDl7wIiwITQnAlYbNYo7DvD6FezDMwuMjVwnNn72wTNKM5fn1AP2haw\nNp4Gonl/h5nmNPO7FykOWlqTEa2FgPbZiLCDWvk1RGHcyNvjAWcbczQPL2EMtCctjTMh/lKcX+Xv\nAiKIbFxkTH+1zeLocQr7DEHDIbzfpzVrCWqo93YtUTzXVPNEhL/UZnHkOIUDJ+ksQfi9gNZJG697\nyt8F2RCiFjSORxi7wOJYg1x0gtbJiPZ8SLAIto223TXYEPxFS+O+DnbpLM7YEtmliPbdEc35KL4C\nUT2QF2YhaINdtCzd2+T7e++kuM/Bdiy1L/o0pixBPd6/9AsVaFshmQwvqFvqocVMN6nlDAboLMUN\nvHrP1mGTU8R1SzOA1pwfXxQABIsQaXqN9SX58+ct1g9pznDuDgJRK8mf1r812Sg+APDnLLYT0poJ\nseGKiVbVe7u2pO0L29A4Y2Gqg8kSn1Wox+ul2r51RPEchf6iJfItnGnHU79Y4uJM2+7akh7IsA0d\nGzeCtcnl9dHGE3X3Wf5UoG2VpBctCuJ5qYyJx65EkRr4btgI6EDgE09JkiyLNHavKzaKG/NgkXMD\nGc5Njqx1b33Ls40v5y8pMJS/Li0foC7FbR/Oqtwpf+uyQbyfiPwkf6zoNVPbt77kdk5hC9qBPdf2\nRX067lYF2hayyQZlOysX9iqa/rN8pK38XaIoac9Xdukrf91JiozleyCuXC5dWB7L7j9wmXTHRsTj\nSdX2bZyN9x2hv+o+xH2YPxVoW60PV4pUUf4unXJ3eZS/y6P8XR7l7/LY/k+hruIUERERSRkVaCIi\nIiIpowJNREREJGVUoImIiIikjAo0ERERkZRRgSYiIiKSMirQRERERFJGBZqIiIhIyqhAExEREUkZ\nFWgiIiIiKaMCTURERCRlVKCJiIiIpIwKNBEREZGUUYEmIiIikjIq0ERERERSRgWaiIiISMqoQBMR\nERFJGRVoIiIiIimjAk1EREQkZVSgiYiIiKSMCjQRERGRlFGBJiIiIpIyKtBEREREUkYFmoiIiEjK\nqEATERERSRkVaCIiIiIpowJNREREJGVUoImIiIikjAo0ERERkZRRgSYiIiKSMirQRERERFJGBZqI\niIhIyqhAExEREUkZFWgiIiIiKaMCTURERCRlsr0OYFmlUskDbwWeDYwB3wdurVar/9rTwERERES2\nWZp60LLA/cDTq9XqCPBaoFqpVA73NiwRERGR7ZWaHrRqtdoA3rDi9Ucqlcq9wOOICzcRERGRHSFN\nPWgPUKlU9gLXAXf1OhYRERGR7ZTKAq1SqWSB9wHvrlar3+l1PCIiIiLbadtOcVYqFQ94JmAv8Pan\nq9XqM5LPGeLirA38ykX+5s3Azcuvy+XyJkUrIiIisrWazeaVlUrlthWLjlar1aOwjQVatVp1u/zo\nO4HdwPOq1Wp4kb95FDi6/Np13dddanwiIiIi26lUKt1XrVZvu9B7qblIAKBSqfwlcAPw7Gq12ul1\nPCIiIiK9kJoCLZlO46VACzhTqVQgPh36S9Vq9f29jO2SGDDJg+VHBNYCNvkpa0tGRxoDxknOi0fx\nMhtx4RPlEjPJD4dz6+Fy/pbXP+VvHcn2aiBeDw3ncmaTdVD5W8dy/gzn85ecC1H+upC0eZDkkCRd\ny/uNaI3fk1iSv3P73hV5s8l+uF+kpkCrVqv3k9KLFjYsaZwyeTAZcHLgWIgMhB0gjH+qSFuDA44D\nJhs/nDyYKM5f1AAbxg297aMNbdss7xydZL0rJW2UhSgE2vFPG9FXDdW2WW7cs8m2WwQTgHWSvHXA\nBjpIWFOyY3RyYPLgZIAIogzYRrLdBmr71uTEOTMOOIV4HcRAZME2wfpxO6h17wKWO0WS/GVL8X7X\nOhC0idfDPstfagq0hwwTFxdOFvJlQ6ZoyOczkAXbhrYfEDXBWksUqMh4EBM3UE4eskVDpmQoFDNx\nA9+2tHMhQdvGOQxQkbGaidc9pwDZEUMu7+DkHAgtgR8SNCBsW8J6cjTZJw3VdjEmXvcyZYNThFw+\nAwUwPgSdkKAR5y7SAdaDLRdnBciWDNlBQzbnEOWAtqVTjohalqgGYRute6sZcAxkypApGHIlh2zO\nYDAEYUSnFBHM2/ggIUT5W8VJDgycImQLhmIhiymAExqabZ+oCb6x0EkOVvuACrRN5mQgk4PCqMPw\ngTL5wgAlP49xsoRBi0auTafZYOl4m07dEvrJxibxEVAOcgOG4niG0u4CmeIAJacYN1KdFu12jXq9\nTWcqoNOAsIUaqmUmbpxyBUNhIsPgoTKZoEC2UIQwotH2oVOnudSmcSqIizQ19LHk6NspQn7CoTCR\nozhSJOcXyOTLEAY0fZ9Wa472tE9wNilydbo4tnxgVYb8mENhT458foRyIQdOFr/TIMq2qC+0aE8H\n2Gkb9wiB8gfnes6yZSgdyDEwkIfMYJI/h06njc00WDzRoHU2xG9BpCL3HONApgD5AUNxd5bBUoFi\nZohMtghENDIt2u06zekmzfmQTj05wE85FWibzGQhVzaUdmUZLoxBcxemPUq73SJbyFKIlsjmJglG\nZ4mCgChSgQac30FmIT/qUN5TolwahsY4wcIwloBcKUt513FMeZa6D2EUEPn9saFtOXP+tEh+PM5f\noXAIZ2GYzowhU8xQ4izOnjxOaY72UggdS4jyB8T5y4BTMBT25iiNjJBnL05zBH+uQ7ZQomRmcMYs\nOPPYjk/YtHEPrnaScYGRg+ywQ3FvnuLQEIW5PUTNMUK/RSGfJdqziN1zBpNZIFjwz/eiKX9xgZGD\nzLDD4O4CpcIu7OQwYW0UG0YUciFm/xLBnvsJozrh2Yiog3KXME7SazaaZXC8SNnZTTR3gFY7IEOe\n4sgiheIMmd0ZwmgJvx31xcHpQ2PMV1oYcLKG3FCGofES+fYBOjNjLJZPsrRnkVp+js7MADl/L+Xh\nItkhQyYZYyDJ+IGcoXAgR3lwkHz7IP6ZPdRHG9TGW9QzSzgLRygXxyiOF8kMm/MXYAjGQK7kkDuQ\npzg4iD01Rt341Ic71J15Okv7yCxdSWlghNJQFqNpA88xxL232QGH0kSJgrmC6PQIDVrURurUmaMz\nd5CCcwWliRLFwSxOrtdRp4ex4JQNxaEshd0lctEVtJeuoOHMUx+t0TABnB6llN1HeaJEtmRw8qR+\nB7ldjANOyVAazlIujuHMH6bVnKBRnKM+2qDhWDgzTmlogMLBHLmCOXcBwU5nnKRAGzKUh4sM5MZh\n/jBL+Tlqexap7ZqjMz1OoX2A0tAApX25eJxfH+RPPWibyBjIZSE7lqFYGqZzYoTGkeMcfmSAPTNO\ne+/9nP5SnuzcENl9ZXL1Fv5igGmpnQIgC7kMDAznyWX20b53jMaV93PgqjJhZOhMnKb5ob2UMrvJ\njrfIL7ToOAHqgCSuMLKQLTiUx/NkgyuoDbbIuScZnb4CTJPpY/fifO86CtkJsoPzOAsBJmvVgwZx\nD1oWcnmHcnYYzu6mMVqj+MxTDJ8dxTENpr97jNLSfgYm5miPdmDSx3S07ZJcrekUIDeYYyA/TDg1\nRvu6e5k4ZLBOnsauE7S8AwwvTuCMnWWxUKeTCeMrtHf6Brw8brkE+WIes7SbxnwR/4bvsHeiiGOK\nzI0fo/Wpg5RL+xjI1WkXA8iE6sFNGAdy5Qy5oTJmfoJaM8fup5+lcOYwuVyGe3JnyJ86SHlPSGSX\nWMq2CR1SP4ZZPWibyAAMGUZGcuSLu2iM1rjykUNMnLqekZft4po7f5j91y0RFluUS0MUhrPxIFD9\nXwDiRooRQ7E4SLE9QmP3AoeeUmLgRVew+xX7eNiX/w/aDztG5+wgA6VBcrvjiy+Uv5hjIHPIUCwM\nkqsNM/hDUzzpWIVdLz3MwO7HcdUP7qZ11XHCuSEKB3NkS+b8peg7mQEykM0anIMG09lF2ICRZ0zx\nmG//Jw7+yhEGC0/k0DOHCOtg/F2U9+XIZjk/jcQOtnzlXLbkUDiYw6nvIgwDrn7aBAN7Hsf+Mez5\nVgAAE0lJREFUVx/mSccqDPzQFOFcFmPGyRwyZNUDCSQ9OVnI5zPk9+fpnB2gc/0xHnbTIQqHH8nA\ni67gGbP/meKzJim2RygVB8nuN3F7udOdu+raUBjOUi4O0ZgvE1x/L9fc+cOMvGwX5ieHOHLTAI2R\nOkPhKMWBQRgy8RXGKaf/xZvImviKEVvKUOgUMWPTXDPxAwzdajgy+RfM/nidXH6AVqaMZYCc7xBl\n0REQgIkHXDuBIT9YxF8okdk3zbWDT+SmE7exf/4tzD6vRflhNQjHITNAtuVoDU4Yk1yV2c6QHyrh\n1wYxdoDZ4UWuOvvH7H/WSY7c8xQKNy5gO+NENkcGB/qgkdpyyfZnDTjNDHlnmKCQATvA7DUNfmzu\naez9Lye4ZubpBPkseWeYMJOL8y3nmq8MDpHNkcsM08nnOXzPk9n/rJM8/8xTmR1aAlsmKkLBDkE7\nWfGUw5gDTsZggyw2HGfguhoH7n4sV10/xaNOvI55fxZjhwjmy+QGi9jA0VXEcG4Mo3Eg5ztYBjCM\nMXykweyP1zgy+Rae8d3f4Nrdj8WMTdGZL1AoF3BCk/reM9DubdNZC5EDmZIhE+WxwxETM032H2tg\npi0WyEQ5HCciWp50UI3UA+UszkAWJ8oTjQZM3TRJKaiRn8oSWgdTAONE8fal3AEranxrsZkIZyBL\nZCIG2sPMP+p+7N4IZ9RiwyxO2UA+iuekUv5iyakiayyZYkTGlLBOSHlpkDuufTHZQoQdC8mYIpli\nBLkkedpJxpbnJcxFOPmQTFTCGbWwJ+LL1/ws5c4QERGZTAmnlMyYrNwBSRqWJ/PNW0weQhyywxnC\nqwzTN01SZoSQCDOYgZxmOn8AE2+3kQXHiTA5S2gMZsZy4FidU49cJBoOyUQFTDkDeds3q58KtE1k\nLPhBhH+qRbM4xcTco/nyNz5B485HMP+pt5DPTzEbLjLcGcF2ztCMOti21bYG8dYSxvmbPzXP0HV1\nRk/cxJ1f/wSjf/LPhO/+czqH7yb6+CMYOlwnqE3RCjrQUlsFxAVGAGE9oHZqjqEbanTuGuHe597O\n0Os/QOmfHsWX7IfJfOJRDF1TI5pr0AlDaPc68JSwEIaWoOHTzE1SyA3S/P4gk884Svs1b8S5/Ua+\nfPajFAuDNLKTRGcaRKHVhLVw7g4LnTAgmm/QzE5Sdgb5kv0wxX+6idZrfp/7nns7/jfHyJXLNPNT\nhPX4CvZ+6MXYchZoQTsMiBp1ho80CG5/BHcM/RODH7yJ0T/5MN96zseJvjbO0LV1Fk7OEy6FcUG3\n09e95MwLLeL9aecMw3taND5xPfncNHOf+gt2ve9jfOUbn2Ri/iaGjjQ4e3qBIIj6Yt3TRQKbyAI0\noFaPGK7NMzAe4Xz2Rj4X/AfRtQHte9oUv3k1w1csMZ1pE81bwuVZ3Xc6G8+WnalBELaY949Rmhin\n+clH4j3rE5jRiPAzhqHMQfzCN2mFbeyc1a1PVogiCOcsvm2xFN7PrrlHsFA9xacPfors8Sytz9zA\n8GCBVvZuWjMRUc1qmoMVIh/COQiZY/Bhp8l99xCLHzzB5/b+G/m7Rgm/+EhKjzvFfGOe5lxE5Pc6\n4pRI1p9oCZozEQO75hm8bpqpj9/AHU/9DP7AErkP7GHX3D4y15+kMb9AOJdM9tvbyNPBJttuDZoz\nIf6RkwxnHs78J6/is0+7nWAQMh8cYqJ5BfOdr+GHbcJF5Q6IkxDF+YvmLI19LQaLpxmeuY7v3/sV\nTlw7jQ0cHO9GcgcjZjr34Yft83PwpZwKtE1kIwgiS3A2ZHG6zujV32bMXEPmrquY6+QpZwIy4ws0\nRyap3dOm3YqwauTPS/K3dMInl52mcOBuhrPX4n/msYRBSGGgRXTNfSy1pqgd79Bp2L6ZEXrLJQ1V\nULfUjgVknSkGr5tg/NQhmp8uk82dpbgni7P3eywuTOPPBERB/8yovdVsBCaEoB5Rn6nhXHmMwWt9\nxiavpHX3dRSG6wQHYdE5Rn26RjCjHoyVbARhCMF0QG1PDXPwOKMTjyR752H8epny4RB73Wnm7Unq\nZ2oEDav8rWBDCAPwZwM6B84wdHWJXZOHyH7+SiI7zsCeFvaa09ROzlA74RM0rQ7sE5Y4f+1WxNJk\nm8KeSQYPFynfdROdMEs2k6N8KMDf+y0WJ6dZPO33TceICrTNZAAf/IZl6XSH6YF7KI/OMbb/IKN1\nh1ZjidbAAguzMzSnO/iNuAdNYtaC6YB/JmTJNIH7KI3PMXLgILYD7VqNpeYJlk42aZ/x40ZezrEW\ngo7FTAbUTJPCFfdT3LVI8coBrDE0Zk7TXligdrxJZzHCNnsdcbpYHwLHUj/RIXLOYA/5FCcWGLhq\nkCBnac2eYvHYLM0THfyliEjTkzyAbVo6RNSPt7FMMjwRUHj4PgoB1OtLtKN5Fu6do3ncJ2zr4Gol\nS5y/NhGLJxvYA/eS2zdHeWwfxpmnWVuiGcyxeKyJPxUStvtkENV2sPFw0E4zIjPVYcHUsHvuZXh/\nyGh5EIqW+fZxGmfmWDjZxJ8O+6ZjRAXaZlq+IXXL0py0TLWWyJbqzIyfwpQc7GJEvRkRLIS0F2w8\nC34fVPHbxkIUQGfREvodOnMB2VKDs4em4rcXIlozEZ16RFCP86fTmyvY+PYvndASdjq0G6cpDk7i\njDvQsvgzlqBp8WshYU03/H6A5f1dG1r3R/gzDer3tCgOTOIMZ7B+iD9jac+HhA0b32ZH6955Nj5F\nTGhpHrP40w1aoyeZ230KchmihYBWzRLORwQNG8+Cr/ydF8U9aLZuWTjWpjXjkynVmNt1ElswRGcj\nmrWIzkxI2NAt2lazEYRNaASWTqdFY7bDwvgiZtiJh/idDPCbEe16RNjsn7ZPBdpmW777iw/NuQjT\njGjNGxxjCI0lase9ZpGvwe0XZIEAojq02xHtUkRnLgIDIZaoYc+fmlP+Hiy5WCCqgx+GBHlD5niE\nxRJGyf0Pg/5poLZVcnFc1AZrLVErJMhHOCaIl0eWqBVv2zqwuoBkHKlpgR9ZQj8gM2swBIQ2vsl3\nFMT5U3F2Acm49WDJEjVDTCmkNWsw1hASEbWJ1z9tuxdkk4OEYMnSaIa0mhGZE/Fl6p0winMXxOPV\n+iV/KtC2QnJVU+iDCSDMWHCSyi1MrjDX4Ow1WZIcJflr55LWPLlv6bncKX8XZJP1zzaBjiVI1j0T\nxTtQ5W59NgLbXp5XzmJInmvdu7jlGTRaQAdCx2KWeycjtXsXFSUXtEdg/Dh/ODbuMVP+1pesZ1EY\nF2EmTPa7AH5/7ndVoG0Vu2KqH4212JhkIzq3LSl/G7Mifytz10ftUm+typ/ytkFJ/qLo/EvpnlXe\nLt2KKeIeCrcQ0zxoIiIiIimjAk1EREQkZVSgiYiIiKSMCjQRERGRlFGBJiIiIpIyKtBEREREUkYF\nmoiIiEjKqEATERERSRkVaCIiIiIpowJNREREJGVUoImIiIikjAo0ERERkZRRgSYiIiKSMirQRERE\nRFJGBZqIiIhIyqhAExEREUkZFWgiIiIiKaMCTURERCRlVKCJiIiIpIwKNBEREZGUyfY6gM20b98+\nHvvYx/Y6DBEREZF1XXvtteu+/5Aq0K6//vp3Xn/99Se26/uazeaVpVLpvu36vocy5XJzKZ+bS/nc\nXMrn5lEuN1cP8nlwzXestXpc4uOFL3zhbb2O4aHyUC6VzzQ/lE/lM60P5fKhm0+NQRMRERFJGRVo\nIiIiIimjAu3yHO11AA8hR3sdwEPM0V4H8BBztNcBPMQc7XUADyFHex3AQ8zRXgewzFhrex2DiIiI\niKygHjQRERGRlFGBJiIiIpIyKtBEREREUkYFmoiIiEjKPKTuJNALlUrlvcCzgRIwCfxRtVp9Z2+j\n6k+VSiUPvJU4n2PA94Fbq9Xqv/Y0sD5WqVReAfw88Cjgb6rV6ot7G1F/qVQqY8C7gOcA08Tr4/t7\nG1V/0rq4edRWbr407svVg3b5/htwVbVaHQWeD7ypUqn8QI9j6ldZ4H7g6dVqdQR4LVCtVCqHextW\nXzsJvBHQQcOleSvQAiaAnwXeVqlUHt7bkPqW1sXNo7Zy86VuX64etMtUrVa/ueKlASxwDfCV3kTU\nv6rVagN4w4rXH6lUKvcCjyNujGSDqtXqhwAqlcoTgAM9DqevVCqVMvCTwI3VarUJfLpSqfwjcAtw\na0+D60NaFzeP2srNl8Z9uQq0TVCpVN5C3HVfAr4M/EtPA3qIqFQqe4HrgLt6HYvsSA8D/Gq1+v0V\ny74KPLNH8YhckNrKzZG2fblOcW6CarX6CmAQ+EHgH4B2byPqf5VKJQu8D3h3tVr9Tq/jkR1pEFhc\ntWwRGOpBLCIXpLZy86RtX64etHVUKhWP+Gj5Qrdb+HS1Wn3G8otqtWqBz1QqlVuAlwF/sT1R9o9u\n81mpVAxxg9MGfmX7IuwvG1k/5ZLUgOFVy0aApR7EIvIgais3X5r25SrQ1lGtVt1L+LUs8XlrWWUD\n+XwnsBt4XrVaDbcwpL52ieundO87QLZSqVyz4jTno9FpJEkPtZVbp+f7chVol6FSqUwAzwI+DDSJ\nL8X/6eQhl6BSqfwlcAPw7Gq12ul1PP2uUqlkgByQIS42CkCgxvziqtVqo1Kp/APwhkql8ovAY4Ef\nA57a28j6k9bFzaW2cvOkdV+uAu3yWOIu0LcRj+c7BvxqtVr9SE+j6lPJJeIvJZ7W4EylUoE4x7+k\nuacu2WuA13H+NOjPAK9nxRVgsq5XEM+DNgXMAL9crVa/1duQ+pbWxU2itnLTpXJfbqy90PAVERER\nEekVXcUpIiIikjIq0ERERERSRgWaiIiISMqoQBMRERFJGRVoIiIiIimjAk1EREQkZVSgiYiIiKSM\nCjQR2XKu6/6c67pf3MDn3+i67kfXef+I67qR67r7NyG2f3Nd95XrvP8i13W/e5G/8V7Xdd96Cd/9\nv1zXvWWjv3c5XNd9heu679rO7xSRjdOdBERkU7iuexR4MtABDPHs3H/red5LPc97D/CeDf7Ji82i\nvSmzbHue99yNxOK67ieBf/Y87w8v53td130acJPneS+8nL9zCd4O3OO67k2e531tm79bRLqkAk1E\nNosF3uB53u/1OpA+8avEt5HaVp7n+a7r/nXy/b+w3d8vIt1RgSYiW8513V8Aft3zvIcnr7PAbwG3\nABPA14FXep73lTV+/wrgr4AfBE4D/32d78oAs8CzPc+7w3Xd64C7gd/xPO9NyWfuBn7T87wPre4R\nc133KcBfANcBXwa8FX/7bcBTgMe7rvta4D7P8x6VvF1yXfevgP8TWAJe73neO9eIMQs8D/j9Fcuu\nAb4LvAj4f4HDwMeTHN0K/FcgAG7zPO/tK/MKvBN4JTAIvDXJz18R3wD6BPBiz/M+vyKEjwG6Z6NI\nimkMmohsl5WnJH8X+BHgOcAu4H3AR13XHVrjdz8ANIADgAu8eK0v8TwvBI4Cz04WPYe48Hk2gOu6\nh4GrgdtX/67ruqPAR4C/BsaA/wd4+Yq//TLgs8DrPM8bWlGcAbwQ+DvP88aAVwNvXWeM3A1ACfjm\nBd77ceBJxAXadcAXks/tBX4R+HPXdfet+Pw1QAG4Erg5+e5/Bt4EjAIfBv7nqu/4OrA7yYWIpJAK\nNBHZTK9xXfes67pzyc8nrv6A67oG+L+AV3ued7/nedbzvHcAZ4mLttWfPwI8HXiV53l1z/MmgTdc\nJI7bOV+gPRv4PeAm13XLyesveZ63dIHfewEw53nemz3PCz3P+yIPLm7W8jHP8/4VwPO8/wXUgUev\n8dkxIPQ8r3WB917ved6S53lngX8BGp7n/X9Jnj4C1IDHrPj8kud5v+t5XuB53p3AN4DPe573Jc/z\nLHHxe33yb1+2mPwc7/LfJiLbTKc4RWQzvamLMWh7iXuPPuq67nKvmgFywMELfP4AcTFzYsWyey/y\nHf8O/IHrugPAM4GXAj9N3Pv27OT9CzkA3Ldq2cW+a9npVa/rwFo9gnNAxnXd4qoizQKTK143LvB3\nG6v+7pkLvH961WuIT38uPx9OvuvsGvGJSI+pQBOR7TZFXCjc7HneV7v4/EnAcV33kOd5x5NlV633\nC57nfct13Vng14BjnufNuK57O/DDxEXa29f5riOrlq3+rqiLmC/mbuIc3Eg8zm27PRI463ne/T34\nbhHpgk5xisi28jwvAv4ceLPrulcDuK476Lruc13X3XOBzx8DPgX8UfK5K4DXdPFVHyceQP+x5PXt\nxAPwh4BPr/E7/wSMu677Std1s67rPgH4+VWfmQSu7eL71+R5ng98lPOnYZeZy/m761j9d59D/G8V\nkZRSgSYim2Uj85L9NvH4qg+7rjsPfJt4APxabdJPExdWJ4kvAHh3F9/x78nvfAwguUK0A3wyKZAe\nFLfneXPAjwI/R3z674+Ir4pc6c3AU5Ixdneu8/0Xy8f/4MHTXHSTw0uZH27lPG454GeAP+viu0Sk\nR4y1mzLXo4iIbJDrulXiKT7eu43f+XLg8Z7nrXklrIj0ngo0ERERkZTRKU4RERGRlFGBJiIiIpIy\nKtBEREREUkYFmoiIiEjKqEATERERSRkVaCIiIiIpowJNREREJGX+f2x7jfHkJJ8iAAAAAElFTkSu\nQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# PSF grid\n", "ln.zModifyImageSimulationSettings(settingsFile=cfgfile, showAs=PSFGRID)\n", "img_info, img_data = ln.zGetImageSimulation(settingsFile=cfgfile)\n", "show_image(img_data, img_info)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Can we optimize the tilt to get diffraction limited resolution across the field in the tilted configuration? \n", "\n", "In order to do so, we will place a variable solve on the Tilt-About-x surface parameter (Param 3) of surface 8. However, since this parameter is also an operand (row 4) in the Multi-Configuration-Editor (MCE) we cannot set the solve in the LDE (i.e. we cannot use `zSetSolve()`); instead, we need to set the variable solve in the MCE (using `zSetMulticon()`). But, first, we will remove all other optimization variables." ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "0" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ln.zRemoveVariables()" ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "MCD(value=0.0, numConfig=2, numRow=4, status=1, pickupRow=0, pickupConfig=0, scale=1.0, offset=0.0)" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# status=1 is to set Variable solve. Also note that we are (re-)setting the value of that\n", "# parameter to 0.0. Resetting this value is not critical though.\n", "config=2; row=4; value=0.0; status=1; pickupRow=0; pickupConfig=0; scale=1; offset=0\n", "ln.zSetMulticon(config, row, value, status, pickupRow, pickupConfig, scale, offset)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's vew the contents (partial) of the Multi-Function Editor see what's in there." ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Multi-Function Editor contents:\n", " Oper int1 int2 data1 data2 data3 data4 data5 Target Weight Value\n", " CONF 1.00 0.00 0.0000 0.0000 0.0000 0.0000 0.0000 0.000000 0.0000 0.000000\n", " DMFS 0.00 0.00 0.0000 0.0000 0.0000 0.0000 0.0000 0.000000 0.0000 0.000000\n", " BLNK Default merit function: RMS spot radius centroid GQ 4 rings 6 arms\n", " BLNK Default air thickness boundary constraints.\n", " MNCA 0.00 7.00 0.0000 0.0000 0.0000 0.0000 0.0000 0.500000 1.0000 0.000000\n", " MXCA 0.00 7.00 0.0000 0.0000 0.0000 0.0000 0.0000101.000000 1.0000 0.000000\n", " MNEA 0.00 7.00 0.0000 0.0000 0.0000 0.0000 0.0000 0.500000 1.0000 0.000000\n", " BLNK Default glass thickness boundary constraints.\n", " MNCG 0.00 7.00 0.0000 0.0000 0.0000 0.0000 0.0000 1.000000 1.0000 0.000000\n", " MXCG 0.00 7.00 0.0000 0.0000 0.0000 0.0000 0.0000 5.000000 1.0000 0.000000\n" ] } ], "source": [ "ln.ipzGetMFE(start_row=1, end_row=10)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "From the above output, we can see that a default merit function (DMFS) was set for configuration 1 (`opertype='CONF'` and `int1=1`). This was done perhaps to find the optimum radii of curvatures and thickness of the lens elements to that reduced the RMS spot radius on the image surface in configuration 1 (i.e. when the object, image and lens planes were parallel to each other).\n", "\n", "We would like to optimize over the Tilt-About-x angle (i.e the image plane tilt angle about the x-axis) to get diffraction limited resolution across the field. Since configuration 2 is the tilted configuration, and we have already set a variable solve for tilt parameter in configuration 2, we will change the default merit function to affect configuration 2." ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "OperandData(opertype='CONF', int1=2.0, int2=0.0, data1=0.0, data2=0.0, data3=0.0, data4=0.0, data5=0.0, data6=0.0, tgt=0.0, wgt=0.0, value=0.0, percentage=0.0)" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Set the CONF operand to 2 (i.e. the current configuration)\n", "ln.zSetOperandRow(row=1, opertype='CONF', int1=2)" ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "0.03087159096275" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# updates all operands in the merit function and returns the current merit function\n", "# without performing optimization.\n", "ln.zOptimize(-1)" ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "0.001430753897808" ] }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# now optimize using default parameters\n", "ln.zOptimize()" ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "MCD(value=13.89935765954, numConfig=2, numRow=4, status=1, pickupRow=0, pickupConfig=0, scale=1.0, offset=0.0)" ] }, "execution_count": 31, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Optimized x-tilt angle = the value=13.89935765954\n", "ln.zGetMulticon(config=2, row=4)" ] }, { "cell_type": "code", "execution_count": 32, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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/viN/3zf2PEisBA+vl3XcqrkyVuvm6qGoHfRSnVHTiq7qovC/Zp1I07YROJlu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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# MTF vs Field\n", "\n", "fig, axes = plt.subplots(1, 3, figsize=(14, 4))\n", "ax = axes.flatten()\n", "\n", "for i in range(3):\n", " ln.zModifyFFTMTFSettings(settingsFile=mtfcfg, field=i+1)\n", " mtfs = ln.zGetMTF(which='fft', settingsFile=mtfcfg)\n", " for field, mtf in enumerate(mtfs):\n", " ax[i].plot(mtf.SpatialFreq, mtf.Tangential, label='T', zorder=20)\n", " ax[i].plot(mtf.SpatialFreq, mtf.Sagittal, label='S', zorder=20)\n", " ax[i].set_xlabel('Spatial Frequency (lp/mm)')\n", " ax[i].set_ylabel('Modulus of the OTF')\n", " ax[i].set_xlim(xmax=450)\n", " ax[i].grid('on')\n", " ax[i].legend()\n", " ax[i].set_title('Field {}'.format(i+1))\n", "fig.tight_layout()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 33, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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I7bvcTZxdkOf5ScBK4PHA14Bt1VbU/7IsGwK+AHwmz/Orq65Hi9JK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\nQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# PSF grid\n", "img_info, img_data = ln.zGetImageSimulation(settingsFile=cfgfile)\n", "show_image(img_data, img_info)" ] }, { "cell_type": "code", "execution_count": 34, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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swBZGXAjIyPmYPDxa1TRi/1ztyaKLkEOWeBbrBxHLO8HziUIophY+7krUQlLJ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K7GLe+f3WXaX7Bnj6YnjMM53/78Kb/+q39g3ldevXzG85dfcXw6cHpnw/Hxhvt378DliMqK3cU1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\n84nV2rDq4Ptvv8bGN6xOmgJ0KhtURe8Ws25Yr5T1ncQ9zvnW9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IZRLCkKu+EFl8+FJkXu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Rtz110bHbNkwfTKgfd8TlhziV8CT8TUufKszpFKaPKFzL9uM7tF0xOY+URaJffEwRC4yqKIuH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\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xTZtMMl1CM0CAN/TdFZsfrPjkQ8Ev3Hmf2dxQzSb0LjI4z9BJKiM4OJoxe3jM1XfOc1RO\nmugKIxFCYSYGgmI2n7C7mNANm7TKCMG9/Rl1IWmWPeI44kKiITQSFZMQWpkk7K60QBmf2tFJGiFZ\nKHQhCT5NtDEGLpcDwZcprFkIJpMSo4okWJciBTzLhHYJCcpICBKlDErrrSzFh5AWVZEXoHFjH27Q\nNVWYZO2AJArHMDiWVwOxDeiJIhaC733rY7qNY34geP47nuP3ZswONEf3FffeEpgqcPEy9e4K4QnB\nsrxYMj+aUJQLQrAE1bP30FAWB5iiIDqXM0hzRRMiMaSORO8s1q5wrmXoBy5fXrE+20CwyMLivMcP\nLutfAtKAc5Ghz8hqlARV5ausYKJzEZf+3s1iGbIWKBnJjklGjP+XAilnzIspjTSYUmeNTS5a4y3N\nlkjoYLmY896X7/LJP/9WbkhIRrGJF3RkHi7XakljpgoDUdG7nrOLlvPrhvtvL6iLks25S8iLKpnu\nzLn66JRXb95wtdpAVNSzBbv3poSm5w+/t8qJfJHp9YbBWSIhW9mkTZzQ8aaIHAeDTOeoqgnv/5V3\nWKuSbtVzcnLGm9LxwjtCtFkvl3SNwQmks0g0gxcESpRKzujFbEZp5tTHhp07BywOakqlk442OI4P\nNHePZ5T6ltXGSOOFiHMOAtgQsTLixIALHh8Cy+uWTeNBTXn7aJ9Xz5a8XLa89WVPiImGKwqZWwjU\n9oZmbOuGRpTjM5HE9doo4pA6/rQatVMKXRZcvA3Fby5ohU1mu9vCM218lEqbJURAxITe5dtLWRqk\n1AnZiwK8wMm8oSZgrc/PqEJEyWZIyK2X25H1mTx+0kLrZ4B/mL+OAE+fPl0/evRo+idxUn95/L8f\nQ4gYHyBGFKmry5HcqGVMu2qZAIOMZKWdnRo1EoL0oGehMOImugfSLmrZr3j+W5+wOytZ/Cx89FsX\nLOYdrusZmo6gFHhwg6Y+KLl8scbUHl1augEme5JypmnWFkvauW+uO/oAJZHoFHe/uMfqVYsQA6vN\nkuBBT2Cyp1mvwfeefnBcn3viEFDAZKGpJoLVSd6laYEYBOVCYHYiwcOb3xVoE1mdBKaHIOeSpYPN\nakM5MdjQIZwHO2Nxf8r1K0l7PqO5PKM+UrzzjQPOXzjasw1CVqBqVNXg2+QvJYh0V4GikuzdLVme\nJ2oyhIiKES0kWiiGQWS9ykBwARkF2kDwAmMMvhD4xqeiy0J3Gdg7lrhWIeae5jRiRsdnB4ICBBRz\nT3edMsiCS4Wf7zXFToFdO5TtqapAdDFJ9dJKiQC0MOzcWbD8sECa1Ck5UoNIRT0vkUiKSuDsaK+Q\nxb0ZkTKVyAMr6TPYCrYlSub3ldBeWaq9GxRnpANjSJogoQSVLImzMiNNSWMlkQgxIMR0i7qMrvCM\naKHO1IMfd8S5gJFk9CWjbPJWp6FMJpyRpKdxYWB2LGhbhbcRtMduAptTwb3Pl7z1RcPuWxWq8Hgb\nOHt+ze4Dy8sfbFgcGGa6YGgbNs0Fpp8iDQxNz+nzDUYb3vnyLukpHLvqQn66HEO/ZrA93abj5Nkl\nQ9vghwFlekIcUsfXEJIXVu4StA76LiFWKE3UKiFEUROFSMutrMAIBtshRYp5uen1So/4VhszwlPk\nIllKduY1Q5MsCrZ7Nz9u0sQodU/vlZq9u9MtxZgKMAEh4qzbIhnEbC4aRyQDgo8Mg8d5x/VyYPGw\nRDUqITTSUJYlzcUVm9YRIhTlDgf3p2ijeP1sRRjb6aSgKk063zy/3Tihb4HLW40D47lH6l2wTcfs\nXo80LWXZ8dFHgd75JO52cSuod8KiNIQo2T3cQykoZ4bd3ZpSGkzWsFWFojTJqFZIn0XzI4qZxeNh\nLIUig+gIPvlyuUFw8rphtekZBs+mt3ghmC4Mbx9mlDFDayGX0SEjhsRbVLu49VHHW7AtmDKyJbfm\nD9v3SCk5+GCKERO6OCLKJFoZiQ/JOkUi09Xf/huRESgW+Qb0NtL7SDtkbzsHuq0TnZybszabQFSe\nuKVSPpvHT1ponZJidz4Zf/Do0aP3gRd/5Dv+8viTPaLPO+Ls1RMsbbRooZCqRiiDQqWOcYoDrgAA\nIABJREFUFgE6P5gBgQxsI0XGLWqIcatBABhcS4hXKHGKkI5PfhMWs5a2aTDREZRgtWwQekpVGJQu\nuX69TNSDiBALYuMIfWAg4AdP3zhWnaOcREBDNLhVT71waGU5f+YoFgJ3KohBIaeRsIHV0qMkeFLL\n+epKwCokwbNLSEr0kdXVQP9pixLJaHN2rHj9HYd8qXjwc5Ku6XGNQxuNJxLbSH9dcvb7E3RR8rl/\n6x4f/PbA+uSE/hzEVOK95eALms2ZQISks/EEQhFwrWexKKmPFZ2I+NcxR4AIiqlAG4H0MJ+ULK8E\n7dImBMSnvDThLYjU8l0UIGcVdik5+6RnsesIMmY7/BRtEjDc+dKEq+ce13rKqUm6jU6gdEExDxRT\njZlLKnFjXpim15i8v0JqoD8+mvGpylQNpO49qSiNodA6/e28MAiS5k9ms1EfA0MntjE1RpEX31yM\nqaSnEkqAGrVXqbwY6Q1IXlYCicpFg1QJWvXWMtsxtwhD0uvzeB03BqOzeD6NPH5HnUo+J5WoTEkK\nad6KbmVkeX7N5fkl1vVIEzn/CHbva44eVBzeUVSlRN+VdG1DoQee/37P0r7kure8OWkovuV4+MUp\nl88sfbOiWbfM9joIgWLaJ9uBbkI12cmFjqWzl1g7YPuB04+vGLoBOwwMrsmFn6NfO5ABrwLOgQ8C\na1OAdzCGqJPRYxQKhE7dvHKKkIaq0hwc1sgi8ukPzvHRZvfwQNOut630mfG6mQAYF2LJ3vGUy2du\nay4Lo+HlDbZxw/RI6t0JMjeWkKnjiMcObqu/icSt/UNuiMba5BMWQsDHNEdECbNJTZATplPNq2dd\neg2S/ftTqkLSbDxhtLlHQJTsHk2ShogIQqdxuz39Ed3LZxKTTUpw52zWJ7Trntcfdpy/OefNi3Pq\nqaO0qYDxNj2r1ke64PAWMCVvvbNASkEhBJUyFEpmRFhgTLpA3iY7muBSURfFOAcnzZ3tA30/cHq2\nYrNxtH3AU6FDYNX3RBEIIhCkwnGzSUlFK9uickR8f9T1M136fMdErj7z+DdS4jI1L0dqNf9+57hm\nYmqaTuPGB04IQs7bHOnXKNJ6MQZ6h5A0syFqvLc4H/AxhVSHENNGNIab4j2C9akBIYa/LLQA/lvg\nv3/06NF/DIis2fqvgH/wJ3Zmf3n8scfvPfkHSH2ED9AHD9GitUbJmt2dz1FVx7zz179KrCpilPT5\nAbMiwVwxpZRke4iYipVxGggD3//9f8bpH35Mc3XJ1fkVUQ8EC3EQSF9juMfRl475+PsfE4cN4UVH\nZzfUleTwwQG2q1gurwhyxdD3yBgxRlFODboq8C5gtKLdbGhPLXISqaoZShnqY8eLT1eES08hBaos\nKHQkHgAImhOFCAGpI27jKKsJ03t7BDejsR/R2isePNjj7KVFVQPTRcnL55EQS/TMMFyv0KYkqhnr\nTnK8ENz/2X0sFfWDHa5enhJWDbP3jriv73L6wYcI4RFBMFmkjqwQHfN70Jx5aFtqZbj7hQXt0mKX\nnraLhC4ilSdWCu8jqoBhCOAFVaUROjL0OTMsSvrrBu8sCsvyKhKsYLKrKSYLqr0p1e6cyxcdMV7R\nXXQQJLoyVGWN0BDiOes3HToKdn7hHaIv0FoRnEeSHMu9TwXVw3v7fHM2A2VSfhsRU+bsORcZYkt/\n4bn3sML2EqkTUqEKkeJ4ZmVaUJ1H+ohWyblcVyp5QTmPE4r20nF4lBa26KAo1dYhPkiFj+B9w7SY\nILUAGSjnkZCpMikSgjZqtVTGXbXRSK3J9j7Jnys7xWuV5PhSSpSRlJWikBqk44Pf+w5917JZdey/\nM2XoYP9wgutg+l5ELwZeffcMs9fwrd/sWK6XNOtzpEk038RkJCFEPv72M15+v2Q6r6knBUTB1UlC\n6YgRrQRu+IhokymnCwM+piigECN97/E+oaBdCLgY8AGsMCA0Pqj/m7032bEsS6/0vt2d5rbWehtN\nRmQyIpNZJKVEkoIoSIUAVDXiRICAGmmql6gnkGaSHkAaCyWgJpIGAhQDUSpSBJUsktlH37ibW2+3\nO81ufg32OdcsEqxiFoQUmIHYgEe4m12ze5p9z157/etfi2QLnMllvMms4PDxjMWiQmNxqsCZIrN/\nJgMCJC98EhOvPT7NIvsU+clffsmu3YGCSk0py3ztIQPSpBVKG0Qsb//ht9j0t1g7Rw+GnaP7+CgG\nzWtvVjrruWViJrSyRTuH0YbUB0IbBrYl37sIGKuJyuKT53bVswuBKHByWrO+hOvbNb0xnD4+4PBY\n+Mm6xy5Lnr024+6zhuszj53WFPWEaqpRhWU2s/TrQFIREaEw7Bt/RrMm2f/J/44CsYfN2Q0/+5uX\nFKcTvFYECmIYbHIkAx0ZQMK0cAOi71FxEJZbvbcw6FIihkR/GYlJ403JydNjmssdv/zlp7xYr4gD\n2Hr77QPineHiass2dRkAKsXpE2gvwA9ts0lyNqmPiWQ1MpTT08DnKfQAXjPYGTdDoz5tBDRaIO7Z\nqdwl7IxgtR0YrXxtkoKjbx3y3e++wV/99YYurfNnDDXE7wzz27RDk4oBYwZzQU0fNUHSsFEDPeSK\nonJySakCkdw1+qVpCEnTiUKp/jeyTv5DGb8u0PqvgCnwv5Bjb94H/hvgv/0NHdc34+8ZfX+LjgpT\nLTGuIBUFqnZszoT2/IxZ3fDG7g1M7QZTyqFcqLLrgwwMgcl1xfwhRYhEkm5QuzOmsx1aBdpLofcd\n3SpifY6i8aL47G8EvYg0d2noMPL0baK9u6FPihh7tAn4GKmtoSgspjJ4BZOpgpSY1BbTgxeycLtR\n9CFijUEqcEVe+IMECmNwUwU7oawd1JYXP1mhukQSz/r6U9ArwHP5wY7kgSS0bkd9NCO4Ge22IZkt\nvvE463j+gyWXH9zQ/p8933/vXcxmhqSSybFQbQJtMwdbEfsGZTS1FLhDiJ0mbj31gUZ5QUXBzhRF\n0vRNoKwKJqclNy885QQ2d4qwzQ8fZUbjvuF+iOA7T4oRiQG0YCixpYHk6HaK1AtGEv52hyYyKRVN\nD7t1h5KesskdPpq8gy4rS2Ed5dTCTX/f+CCZW7E4xEwYjUaFbLoa+ggmLy5uokiiCFEoB9G3Mhqn\nDUkFhCzE7mMa9D3DQ37YbhutMAa0M3v2VOnMqmmjc5lPEptrj57E4e89TZM4PHQZOOmBjcsiH4wm\nL/Q6xwmNO3QzACylc0yNVVlwb0qNhETnez7/2Q27riN5YbI0qOSoZ8L2VSC4W26+9Ljdjg//9hLR\nDX3r8aqlqn22apBECIFEJIXI5rZDUs98nphPC4zN+jFX6mydojMjGn3c2xyYyuIjeK9oB2YzCXgM\noixiDMZU2KKkqByHj6bMZiVl4bDG4UyF0RYkd7TpoSw3TKUBTIyl3CFwXiJdlz3TNAKDz9M4AbPt\nkRoYEyirJY/fEIJVX8kOtHZ8D9l3gubfUTKbVqxWLcrYDNxSZqpEqTFtCBhjv/J86/1w8kMZOPaZ\n7VEojBNiSERjOH5UUVHyyu9IKIy2PH3LEfp8ZGGVsIuYZRNoGKabJEHMcIgygKzxnFEYV1MdztHm\nGl3N0QaOXy+5++COFNucn6oF3GBfYAbtmxaSjaAjkjTrdY8rNOurltWmIYbE/HgKtXCiMgvvUfQy\nnC6aJGPnaxyu6XAP5b6bPDdJDKAvLfIxDwy4ymr5XJIb2K1R/K5Qg7WC3LNH+a0eVE7V3lNRDbKS\n/P4aYx3Hj6bUZoJO9yxW7tocRPha7WUn+bpmwKlzx8UwZwbx/MCapcS+DKuA9KVGYymLAmMKbv+/\nL4v/YMevm3UYgX8O/PP33nvv5P3337/8zR7WN+PvGzsvVDpRuZpiNsGYKcffeUr6TmTVrvn4T8/5\n+f9xxnf/0xo1K4afkr0zcZbN5g9KGvQtRnoUHtSOm88umE47jAvEQrG+iqQ+IkpjakW7a+k3niq5\nXN5C0C0kIn3foIq8y0k9aGsopoaiNvmxkmIuMSUHLUynFnEGMQXV3ON3Qmk1bqqxJbRrD53Qrz1h\npwldophoUpeoDrPT++ryDmUSSkLu3NE7jJ5w8j1HcwZPvz3jrl3QfOjRlaPfeSQKU3PKbX1Bt73g\nX/+vkWe/U/MH/3TGB+9vaW5anv3+hLurEkzEVgrpFLIRtndZjH9yquk2iUllWKOQJj9l+m0kdRHp\nhfU5lLUitorkzbArzo7kMcm+9KlVNp3Mf9coZdHGITYyfepZfX6Hq1r6XcJ7w+I4srmDbhMJMaGT\nDA7iUBYOVxQ5nyy1ue2/zdYEeR02TOYzZMwsHESuKWaGyHfZWoKTPHPUniHQCIkYYi4HSiKJZA2H\nUfddF2TjxvnSYk3xYIet9p2HqcvlgtmxYVrm/MS2bRGzJYSedmexyqLdIJ41Icfv6AdlwEF445wm\naTtYayj0oJcLu0jbBPptpJgKi5MSLZbpoWN1tiXpjn7XcP7yjOtXLWJ6urDC2YDNUqdsgBsTkcBm\n1dBsIl2fkKnNDQPfWhLuFD5GfCt0uwgxkUIgpBZJPX3jKReaUi8IiVyC1oakDSIGLQXaGIqq4OS1\nJdW0pHCOwlRYnYXDuWNsNCu4LwGO5dPsrp0GT6rcTZmSkCTi48gYDF1heiz2cq+9GkBI6Wacvg5n\nt3kui2TCYnT1zi147G0elDgWR1Nerbcom+9Lft+HtV65v/8D4Pfh3oZBK01IMYMbW1AUCr+NzI9L\npnXN7koIIlhbMJ85tjc5lqiaaqLPn/kx3Wn0y9yXnof/kX5Ft6QLqumC+XxOLGps7Xjjdx1ffPiS\njqyN0iqRdGZ6tLLDeUcuvlzhfcQHRas1x09LVl3DTdtwcFghRc5mRGU/LgaQMiqz9mBw7Mq8D2gY\nwBg5EFy4N/eU7IM4eKXkjcoAtnLHH0PXYS4TjlVDHoCbvRYz3/T9tRlL+yjAaKZHFbPpBG7V/fXb\nzzehCRkwp7yzumc7GaUBeaPVJYUzWf+nrMWQvdmcUpweWKZHExYHlqt15OUHf9+q99s7/p2yDgG+\nAVn/MIZnSgonUCzwveHkuGZ+9H2C0riw4+g/f0V3M+VuB/NZAhUxeFLc8dnffELoAioWLJYKguLw\nzRln5x+xuW6RIlIdVVx9foVfrzGF8PjRnNvLDguUyymeQF0lCBOWhxXrqx11FTDWohykTpgv5tSz\nKdEIfXNL0plKtkHoVoqDNxPdrTCZaVK0zE4LVusdfdsxPYTrz1pi74kxMjuccPC6YvN5ZLf1dLse\nMZrgBeMUYj2hT1jjMIXJAbV6w8VHlrq2fPKX58R4hU2JyfGcyVMNzFn1Df3aUx0E/OSML6+ED/5F\nj/Edtha+/JdA9BQO+htNNYfty8R0rtHPDNaCKS3NVSRse0gJbRW6KlFOUL2mnJY02wxQtWiMS6AT\nIXic0tgKfCNEn120RRTa5Zw533lEdbz65RZtNHGVmLglT3/3kM9/+jlaQTUv8u639/kZ7BPHj2uM\nLvEhL2i6jMNDONMSWhl+53vPubm9YnT6NsZhdIF2lko5TAFVVdBv+gxuVPa82jUN7U3g0etCTCmX\nhY1BaZ1Lk4a9yagWjXMug8eB2dBaYwpH6DrWqxalGipZ0Ww8ty/PWa1vef7WEY/eWJBMpN1t8+oT\ncp3QOJevjyazaqmnKkC67HkUYs/Fz4TTdzT1UclBPcFiISnuXnTUT1pe/GTD3/7oJ4hqQHmqKuW1\n0AvOdaQU8ZtAsw2sNinbIRSKVFrUYoKyDueWPH/+Fv/xP3mHqZsx1uSD6vMmQwJdv6XZbli9uuWz\nn18jhct6tMKxfDKlrPNuviADKhGNH5iHwfZp8NQaWAP0A2ZyXMhHLd0IZu4ZJyHQdFvatNtbXYyh\nz2OeY1JD6ZXB0NhUTGuwt1t8lD0YioMCTqtRAzcMZXn7+095+WVDqMrc9t9nW5l9FEsajGe1JgJd\niLQ+EMb6ZYC+zzFVxjjKqebuInB4fMD6Rcd2u8FNJjx6PiWtE7s2MDssUcZRHloePV9icEPn5X2p\ncHTx0ghKpaxTlIHt0yXT5Qnf/cPI+XpL1wibjzoWdsdqF0gxDUHJ2Ui2mFgKV5DQvLre4JMnucyM\n+eSIOLRNlJMpGIfGokWBbhHtsn2NJHofcgNHgi5le57swTN07wmEAJ0MXZMofue7GcyI1oSkhxCC\nRBjygfTeLkENgGiweFCjl9V43gODNcQOmRH45huZQZjRTI6nvPmdR3z0I0OSsAfv+Xap4RmiQBkS\nFmOFoja4ek5pHXZhWCwt3ypCbgqIwnZL3jgohVEN0nRcXa/58IM7ts3Xmc/69X203gH+O+CHwPzh\n995///3i7/yhb8ZvdIg+oX76Nq//4B/RxkSrLY2d4KymKidoTinnmabe9JEol9y9/Izzv/olvvuY\nbitoKZhME2VhePlZTTkd6u6dxd/eEn2PV4FmFzg6XbItI5ubnmmrWCwn7LoO3bSoXrM8UExmDtE5\nc3FzHlE20NxtIVbouibGlhQUs4OKUCbWL6CcaXbrhFYt26trbBHYdAkvKetaQma/2taz/nkg9gmL\novURI5nBsVpjCkXsoJ5nqn63TnifnanLUuNc9kGaOMNyXlFMLcZN+PSTa4rjlv6F4uidp3TNBuPP\nWJ3f4TcD84KibyLHzwuev3PAy58oVJG4u7llvdsxW5RMjubcnbWkxlM8sqRYoDewOKhJusa6HeVk\ngl5WtBc7YtiQRW9C2OWylHEKFbOvFjpSzCR7MW2gLOYsn9RcfnYHuuHspwo7mdNvV7BrSSI4ZSlq\nhQzRJclrlE2kmBfl2BqoZHjAwnwx4eb2BlQkt+VbJvOSaloiHWzOPepx1kmZwc3ddwHtEq4m76jD\nFM0aZQb/o+EhrocFv920aJ2QWO1LVFpnUKZVRKktNxevaF724A+ZH1YcvXbM7/z+W0yqY4yZoHSV\nOwVDQ+p2KKuI0tJ1dzTNjrurHevmjrsvI4/fLZgvDqiMYvnYEgNsrlrq4xVf/O2GTfMSddXw4qcb\nlN5SVBkwhNDSRU9IkdVNIERF32t6FNXJAq0tYFDKAhqMpnLHLA8OKUyN1eWeMiiUHogbIbqA1J7H\nBy2L+pZUeJQzCIoQc+uV0ipn2ZEXSKcEHxjRKpCva7aT0Nl1fARJKTPSScW96/lYThUgJk8z+KXl\nclQu52Q9nOydXceYooHUyqWnYYEeOw4ZF+3x9Q/KcAdHRzw6uGJVpJztODRajiW8NLChoIdydNbu\nqIG+CSF7LKHAaItxhijC9i7Q+IDSlqfPD/M8LjyPnzlMtPiNIgTYXth9CXUkZsZLobj/liKj/bHE\nmoLQ3vacf36Hj4rSOnyYUJgOpXInsQmDTk2PPlIGjEMY8hUl6660ThQuR6NlkJcQJbQhn3ueO56x\nVJ+Gsup4wGNWYXbxzxmIKur971NpKDc6hr4Dhajy/uf3TN5wEwcKTQ3tl/u8TD2I4K1C+fFKsY+u\nAlDOcfz8AP0jQyLez0GVG2xKLLOiwDhh8rikqqEsNQqDTsKuCZzdrfjiRUeKkbaP7HTi9PSQR98+\nob0r6DHsPNx1ge7BcXwdx6/LaP0PwBfAfwFsf2NH8834tcfi2RFHrz3BuBllIfQvC8wjS/7E6SGe\nIe9CVUpcv3zF5Ye/ZH31IbW9yUJmbWiaSAoKJzbvjL2hnFmMbylEEGNJQUgxMZkZtDNMpg57WNBf\n9LBpmUwMbRe5OY8QhWphmR6VNFeBuI2Uy45KK2anJU0n9G1AJagKqGfQ7fKOR2JHv05EH3PQ7LCb\n1k4hKu5brZNR6LhvTse3EaLGOYhNpJzmcFxbWkIX0bakrkomix7VJIpJz/pmjZtuaFcb9F3C6prp\nUUf4uOP0NdheOozVJCconei8sLnwXGjh8ZsTqkeJH//FCpJBBc3xc8PWaq4/UOgbhV5OCKEFY3n0\n7pSP/9JTFpHSFGgJ3L4a2qsfCFi0GjLSrGa3DZjekPqIUpbTd2p2VzNcuSYRaNoVhVugjCP6ljFU\nNrb5AVpOLBIGziEpXGGZzh3FAvrN8JCGfWVHqRwoPXol6Zjb28cHt9YqC5kboW9SdtAWOFbCy6EU\nmIGW3gfN9btE12QNWsooIjMJw3kmn9hdRbo7y+O35hx8RxNflHRrQ7i1dC5gXY+bFmgLkiKJjuhb\num7Ly0/OWV37XIpUFYdPFcuDCldYzKmnW3dcvmrYrC8wNyu+/GzD9fkNtoyI99S1IDHrEje7zGg0\nGyHWBbpymJnLbvqmRFTu9HOmxGqHsQWvv37KyckMo+2+HKP0UCYBQNBag3ZYq3n0muJ2s8kZf8P1\nSMPiKIOAZdTa7NkpEYj5nmqtsMZg3NBhmXKJLsoQ7TsCjEGdnWU8ntVdR44hGvRbg6nkaMI53v/9\nGEp9oz5r1A/litBwnvctfSigLOecPjui263QY0C0yuxsZlKHuaaG4xY1tN7kr8c4zEfJZqLamMzs\nijBZ1pR1YDrVxB5Sb2k/VlSVYTox1EeWR9+aUOyfCOyP92EczX3O62DqiUapkqJeUi0jhSl4+tac\n3e0Nq49ags42LEoGhtDa/QcmO+VnxKu1IimDpID4lJn1egCZ4yGpnCWaouyrqGjuS/L5g5rLrUoP\nJXyFNQqr2McYjS4haqQ7B95yFD/tDX7V/jaO8sYB4H0ViuW//AqrBYjWTJYVRjkSIc+fCEryxms+\nE4pJ9ri723r6m4Szmu0OTp9OWe8iLzY9uz4QJOJF8Ah+mOfa5LSC3ushe/NXV7iv1/h1gdY/Av7x\n+++/73+TB/PN+PVHfVQS+kjBhnY94/HTKrfqixrklXzFFXu9PmN18SWhvaXbbXHO4KaGssxhoaGD\n5BWTiSV6Tdf2iIBRBlQGProA0FSTROcbUtNTzTs2DaigKGeO2CdMrQkd2InGWhAT6VtP7BwERdt4\ntIdCDP02mzEaa/BtpGsTVkHfCcoakk/0bUQ6vdedFDPF7haiF4zTBJ+d4y0ad5pF0LPlnKgLfGgx\nvWH51LK96ykOFNu2o5OO9mZHbFucNZw8nXLzszXT0w3NtuPkuODkDcvnL4XbL9f5WWQUOgXoe/qb\nhNFCdVAyWZToScHtl2C0QSlDNStR01yi2V5uUDTsLjx6ogi9p5gk4g6ky2UVZQeQkp/iRBFcoTJ7\ns1XsrhX1qeP2OqKVzyXDpdBtC5IPFKVFOoUqYzborBzauhw+q3L3XYyD7cKwWKQ0PqYHI0kL/S6S\nDhJt6ykq7r1xBjNREJQYUpP7VdORwO1w7JJF7mIG68wyMXtks0g5Dmv0Xl8FoFgsaw4eL3nje1Ne\nftDSrj3lpGR6WGRbBp2wZV6Sfbfj9vKa7bqj7Zvsv3RmePb9krKeIBKAxM3ZNcluuTlruLnacPbB\nFaIbQhcpJz3aJFSRhrJswAfh1ZmmnBmYOVRRgrGAzV2O2mWWRRccHR9wcFzidMnj4wWTqshMh/oq\nKzQC2dHDS6ncramVuWdXBmZR4j04GBddpXXeZKixopSBVuESxgnOGpRUeC+E6LP4XI9gS+3fI6ae\n9TrrsxSDM7zVe1ZlHA/4rPuvSXYuj/cKu6+MDJ7yXHLllNPXHnH5sRDC5h7Ik20BUvbfGPYU900A\nOYjPEJNBtEVTUhQTlDK4WeR4qem2FX4jtJ8ZqtqwXFievVsyTiORPKck91cMoFHuNUrDueyN7cd7\npQymmLB89pgnRUlUmrqoOTw9xH5yQac8JMn2JFqDNhA1Sqfstq91Pp9B76a1xej0wEl9GHr4HJms\nXx/x8whyRymbkAFVbuwYQJYGrVxmuh4A2wG1Mp/lcx2KuggZCN3fn/G+P7ivSu/v9+i79YADHCcg\nbtphcATVIypks/8EmsRu03N1syPoxKYPuFIxKy1d0kTRYB1xAyEl+jSENig1SMsSVrLnmIgexP4P\nZ+PXb/y6QOtnwCO+8c36BzM2q2u6G+GT97d854/epfjjw2GDM/L1AzNBBHZ88aO/YHv2EroOYsKo\nQNEYJq9V1BODBMVqvaNdd4QuMDuuEFPgTKCKmuWJ5eysR7eadtcSlDCbCgRH8B27beKwOOLJ9w/Y\nrhr6m2tSkeh8RIuimBvubj1egW87yrJAV9A7T9oJpnT0TSQgWK1oQu74Mc7Q7wRb5O636CP9Rd6m\nFdZipxq9zrtAUYnm2lMcaspZwGCxs5LzDy/Y3sDxmwWdtkyniYji+rLDhEDhhIndUn8LXn3cYKOw\n8T3XP85u1PUshxEfPq6YLA13q4aJtzx6tGCxKGi6jsvPWh69VhEaQSXNdnWFig5qw+WH14SVR6nE\n/DCL+ttVA8lnbx0BHRShBOtyll+/7emamDMgHaxWd9TPHb7rsCaQtGb7asObP3idm4tTmhuPXe4I\nlyvKUpgvpszmM1zpICqsGVaaKNkTS+VuTqWytQRKEcOOUk+wJreLJ5/LBGaIY0kxlx9K66geV+SO\nqIQd/LC01tjC0dOhjbC6WlPYRLudYO2cwgjWFWirSSrw6Y9fENIGFzSvPluxussloqPllGYt9Os7\nwrZl+fwYNzX87M/PcbNAMTfMjw5Rumdx4tlcBS62v+D68x2buzVXX96gTCSFRFUL5SQQfcRVkS7s\n8E2ibRPrtUEVBlWVFE9miM5lQacnFK5gsaxZHkw4OVkymTtCLwP4MByeWq7P7/AhsG0Ck2oyACqD\nc2VmtfLahzbmHqgrRRzZAxn0V/IABagslN+ve1phlKBkR/Br/vx//wgfegT47n/yGt/7vT9AdwvO\nz9aorsOnhMTc2ADC7fma7aodLJI0RuVSklHZ0HjE9sY+6CIcymEjK2L04PumsonpuJCPmmqloZxM\neePdino+48NffMSaFVr1hJSIKQ3lNRATEMk2EnV5SFEesJiUPH5zwdtvG6xWTGuLSoIvPNV0SM6M\nihjDgM4yM+JjxCdPSAkvO+aSsqeTDI6BegyfZs/syJ55zCHmRhdoWzNtBJ/AOMubN8rBAAAgAElE\nQVSTt5/x+KMrPrvK0TQyol1jht+hB+NQm5+xxuK0QU0M5bTAWZu7IxWMzQtpeDTj2ScxtNLzMC4n\noQZwLVSFjFgK0eTUBQ1K78hWEAlJYzPBCJjyBBohi4J9KXC8X1qDLUbWS6NUyp/dXFceWE8ywNRz\nKjOjDx2K3A2d38RAVdLKjphi3kQUBlHmHnxrnX3flMqRZKihCQRSSpnNN/nnKhxd+neWi/9WjX/j\n2b333nt//OCf/z3wP7333nv/NXD28HXvv//+//UbOrZvxr9lGLPi8FFNMo94/fcWuWyUXiFph4QW\nUSXWPUXREeVLbLihdIG2BWcVpdNUc0PoNUQo5oZy6xCV2K4jqhOscuxugWhYHhvKyQSlUu7ssoqY\nsiFd7AwpalAt3cUVfhsxZaBddWgL25UwnRYYZTCFJawVthBi6Gk3iVltsUuFbw39WkiSqKoCLcKu\n6fNG0qehe0fnnZ4zCJqu75AklIWl74E46Fa8AS24maVYGOKNJ94F5BBuv2ihsBhVsTiumB0qivmE\noB2nb81QkrA3O1YvPdZoYoxUM03XKp6+qakXZOZOFPNHHn8e2XU9zUXAWY3WgjIeYz2pqOlvAloE\nnOHy4y0pDAcqeQHWIhiTWawcyZHV0DEI2iaSBGgTq0/i4KicQQ0O2lVDMdF0Nw3NxRYjnuA11awi\nSY7k0Er2nWPELPrOjUvDvnvY7gcv6OCBRNcGbHC5K3EshQmDBi9irUekBoTCjmJcm5mFCEoL17st\nsvO8e2BxM5PNDG1Pj+c6bvB1h1aKm5XiWSo5bGsmr5cYW6NUoqgF7WzeSYvw9PWKWLTcpBald3xy\n9hm7tOXqoiN+cItdJzRCOfXZaTpF+hC4ii0+RFIHcmWJyiKlRR/VkDRKGw7cCQdmylQ7Zs9mzMoS\nf6RRWqiUY1pqNqll223pEHxv6M56anGYJuFnHdEJyYGvb7EuW1P0NmELh1aWOg6JDUNZf9QnwYiz\nRnQ16LVEISnRqStebs+5+WTFFIPYKZHEX7//BT9be37wH73D6+Up5yEgkvAqIRiExPXdFiHthetK\ncidlzgce2M3xnUfUNfz3VzkGpQbuRGSwDxheJSA0rPUN25MrwvoatVlRvvLMYiTGRFRkYKQCiKIs\nK157a4KxllltmBTgTO5QMyaD1FhpwmB2KTHRpxUpbYmpY7OzdGvL7V3PrveYgxlvvJNQQ/ZriGAl\np0Q8LKNlxm/0ZcvAWJuRTc6AoKyXHBwe8+LqFmjzeYoe2zpReiyF6j0SUnr8PYNofbinkuttY4LV\nfZOCkJMeVC7HjYSi1mST0vE5r+7nAyqL+8cu8THf9qt3aqxLyle+OmCwfYl4DMYepQJjWsJ9AVFj\nbMl0smS7viOJQku2eFBkiw2tDJGAsXpgzjOTmhgyRQctph3Yc6sMGpttHmxm3ia1QReOTWNY/eoi\n9zUa/zYY+ad/x9f+xa/8Wxg9L78Z/7+Oz/7VHaUt+M67YCtPH7b8zf/8f4PfQYxUkxnf+mFHpGO1\n+YTY9oQOqlpTT00GI0ZhyshmLRQ+IQl8r9BliQoVqjJMjwrsYU17d8fiQNHZhKs0263Q3AXKWlNO\nLYqAbztWl9nxGOcJIREai6sMV2dQHSeMDzx6t6JZdWwvIrGNtD6beC6fVPQqEoNg2rzzcSp3umhR\nzCYWZTVN6BESySesJMxS5+6+UhGdUE6gWkaabaL5uGciECaKEAS1ibhCU5aa03driB4DlAcJYqDf\neHRKFCLMlwnpI6ItZaVQRrNe9UgH07lm4xJffAi+iXifsDH7hO3W0Mae1PWUXkHIi5ERRSLiCtDJ\ncfqtittWaK881URY3QnKCOIFaxXW5Adr9PmBvbpsKWtD6m2m3b0mhIjf9vRdi9UBqw2FraiLGVWZ\nP5qaRAo6ZwymiBm0UsHnB/bIqNxdJSY2kTTY0lBVOdbE2Pve8yRwe+5pEY5O8wLhqsGzyg3ZhBGs\nMTxZVtRPZsz/4BSSJdzecPbZGXfnDX0KOaqkKplNhPl8QtP2rO8ChzOh7xtuX+6YLh3Tg0SMnl3Y\nsLm94dUna3y/4+rVS0LqwQScRFIZiSkSu4auCezWkZ0XpFYka0Bb5HSaA38xlNOa2CcWBwXfeecp\nB4cTfKsxSTM/tqwuPDF1dE2PiGJ106NUYL7QVK3CPl5QzQ4o3jzAYe7dv0OHdiOEiblUF/OOfiyp\nqYHSGt21RyZC9iv08EFPPRcfXnH1+Qq90ISJRYhEBbOTgu0vrvnXP/6c7/6XT3GfWEIczZIEkUBz\nM1Ao45sOLJt6kA6xt0MYEckoeGc8jDH0+kHcsoyLdza7TW1P88k5159/SX+zov1gDSpii9yVahUU\ng+ayD1DMBWPBacHqHMquJfvLJe0wriR2gdvL7EsVJXF9fsfnX9ywSy0HbyxZFhPOrgOtihwv1cBQ\n5e5YO1hhPJCS7bsf8z+yHYm2ublAkwkbESgmFU/fmfPpZwW7NscQjWXvfWn3AVuF0pkl1BlkoEbb\nKoWysmeVxtzZ0QkhxygO4ETlMnOMIOL3Dg4y/MCIp9reUOrh7kg1gKf7UmWWfN5HVY0zSzMe28h8\nPbyzMoD/sZw4nJ/VPHljxtWPC4Jqcoh8zN2GY7BIIrPwZmiAsVphBoPb8UI5p1EJTKWZ1nr/dW1V\n9r6TBwjwazr+jUDr/fff/5rL0367xx/8s9+lvXnKs5OKy/bn/MW//CuaVx8R246qLnCLCZ/+j3/O\nbKowEpGmp3JkHYFoVIzENrGtE1OriSnSdT0havrGMTkSNq9umUxqtDZc3jTEiwZnDfVdQdsreq+5\nufFMJ4J1GmpH8on6BL78oEH6hOuFozcL4qGmWmjaGFhdNfSrRGyzzmrbCl3TsL7usnOyE3Y3HiU5\n6HS+tCwOCtzEsttF/Hk2nSwqDa1jMas4emvKy182RB/YbCLrcIvqFfXU0N+BKRVN8Jgb0IcVRQ2L\nidDuMr3d7YTPP72mX/UcHpeoUqMLg5kLZ7/IocrWaapLR2kdbamJKnL01iG3L3dYIq//3glhBh/9\nbUNVOaQNaK1ZvLHg6qc7jh4bDh6XpCj4DdDC8UTTLhSvPuxxJkf3JCBuO5TRpF6ho6CcypEcHowp\ncFWBNYrbz1YgOY7o5Pjb/Pv/+JRHr50wnU+z7kUJMUFZltRzR9sFUBpTGLo+DmRWfujWVcHByQzn\nHKpvmR3n/MGiMhhj0FZz/WmHpB3VbIp1Qlko7KTAlg5lslhY20EPT01ohB//6cdsbzvcXFMfaOzc\ncVjX3L3cYSrP3eUtv/jLc67P7ogx8PjRAYvjKgv0X1Xcni1h2vHLH71AbJf1Pilhig3iPV3n+ezz\nLWIEjJAqhyiHqmv03IGqKYylmjgePTlguigx2lEWJT/50TmPnimO6gm1U1xfttxdNsTWkDpBTwU9\nN/jgqJcVp08fcXceaTddLoO6EqVKtC3utTFqkj3Fhk415bLNQlINqPAgOkUNTSAM4uYR0GSRMSK8\n/OkZTep4+v05/Y3HX3xJSh0mRfy6ZjY9oJ1+waubd1lOZ6QghBhQJLp+wy75LDZG7QX3VitsVlgT\n9cBuovbsCdxXMsduNQOMoqexHLcvWimFcVNmT+dsPoTy9AnPyxm//PGHxH5DUrmrVqHA6OxK33V0\n2y19L+x2mcG6PN/QxS3F8pR/74/fxIjiardj7BhoJbEKHi+RaRCSS6Tg8anPZS+Vu0JHPdSAGR/o\noNSehFOj6ZbJ11pplSetAmMqjh494vU3L7j85XVOAhgbAJD8jBrKr6I0yRREpXOUDUPZfWgWUWE8\njqy38mgSeTOZJBt8Wu1QgNWWmSuwx4YjbbFWUZXgxbKsDYWCKkZM15EkMF1EZHAHHaxa98xY1l6O\nE+0BgBLyPCBrAEehmChyXNVYelSZ33v+1iO+/ORDznc2A0rzQIs4gLyyMDiV2fOqGEOnoTCKQsB7\n0IWishqnIDGjUJpCG7TWOJ3zUb/O4+tdGP0aj4lZUEyOOXzsuNEW5wokVTQIxkx443tH/OzPPmXT\nBQoLoiM6KKTQtF2guevQJmHPa9KpAJFt06NQhNgT2oJ6FrC2IwYh9p762NDcCiZ5fOtwU0fTBohQ\nzkvKg5pw0WGIuDLvo1wBbZeY1paqMqwuAq7UtB2UtaHxEbGQbMLahCs0XrNvdSYFnLa4QtF1kd57\nCBodFfNFhZoojp+VaFXgZjvCFYBC9WBFUdcGYwZvr50lXCQef6tGENZtQIdEfeBoGmExL0jG8OR7\nNRe/8Ngq5xrOT7Ord7NOhKCy4LXNdgyXH2+BSFkM1gmSOHlN4VzF9ReelITLDz1WW5rLxOwgoQ1M\nThTtRdYqTCeWx69b+l0HRtNvIhpDUVpsqehu/WAMObAMMTcQ2LImEVG+ZLFY8N4/+x3kakn3yZzL\ntxc8Pi5QKtvSukqTfK5ZGacwVuFTDrx9+IizZnCybnvE5wJGfqAOInbTIuqO3U3H+mxO8jEv2kYj\nKhKJ9H43dIkmVivh8LFn9tgwOSxxxtJ3Pbv1HV9+/IKub7i5aOn7CxI9ViWuL9ckmaOVw+C4e3FB\n5wNetVmCqIQYPFdnK9p1IAiwzNYBgkGbGWBBWYrC8fw7BxSFoyoKpsVsH46drYuE1EduPrtjtzR0\n68TBawOLV1qKqqTr8s4/d8rp7FKQdM4YdJldVENxLl/LvOhkXZYe1nbNqIvRufE/MxaK3AU46LLG\nxTD/okjbdcyfFaRNgLhB4hokjp0MSOOw8wk//6tb/sM/PMRtDfSQUqTruvw5GtfbgX0xOh+fCBAH\nkfXQAbcHJftj2FMTg4B8LC3eU0X5ZQbn5thySTWf8fiNBS8+uGAXOiQlEjF3lpkc7L2+W3F+tqEL\nkaQt80XFOuzopePRxAwpA30ubw3HITlwMZ+3SGZ/Uhpq4jLaUOUhA9MzMjvqK9/asz1a3zNzuSKX\nz7EoKo4ezVC/HM5w/OyRXzNYmIGCQuf5lF0U1FcIyb3oPIEkjTYaIxajCqwLLJaO6bJgNtU4k8HH\n7cuOpu1p28h509OJQ9cVRweQtGfT77JRcMpu66RBPsX9n/G+yOAIP35HKR68Kg4M29i5mL5ysRQw\nmdcsliXnu83Akg0zXA/Mls5xPkPmwADQBFSkqAy61agUMSaDKaXgeAbplqEZpLtPyfgaj2+A1m/p\nkE6QAF1pOXRP+aM/ETa3jk//1Re4wtJvNdUi0l97pBdUkYXNagdeEjEGDIpylljfRJTND+QQBbGJ\nsIskD6lIuGmgtBqDom97qirhbCK1wqQqsCqitGb3IpcV+60Cr5CoUKVFlKIPCVkLkhKrM8E3EfEC\nNu8oy4kmhRze2qyFg8eOZh3otoJvhWabspB+l0tpVaFZnpb0nSYmRbP2tNuAEcvBG5bPf7zm+FFB\nRLM8rKgWmuQUmwOhqjSbTY/3kf46sL4FVQrSwPzAQWuxWlEuoe0C9cQRA/SbjvqoyLvAPus/Zkea\n2jmOnpTcXkWQSOwSyiaqCWyuhOVc8/z3K15+1LC+bBCt0LpgOjN0nUcuNPOpYZ0cfZ8jU6LSeVFP\nUM01XQfEvGPWZO3GO3+05MVfF3z79+d867vHXP/8lNOnC779wyNm8xPK2mWDVE3ubDODC5DN1hIx\nxixUHdzhlU4URdZwtZuedBT3+h6tBKUN25ue65c7qmB48wdC6sk79dTQrgN31yuuL9ZZ7aIKTt5Q\nzBdTtIFm09OEW65e3nF7dsv5F+do55EUAJ8BJIkkLc1OY41DK0VIDSF4RGni1tI2kaYJJJtIC0MS\ng1J1roUlxXS6ZLKomM4LZtOSeb0YNA6G0hqChNyR2/aUypMaoX6abUkOX7Nsbk3uBNUaZQqUhFza\nUlmjIjIYfuosDN87bedPZmaqhlVf6RGAqeHrw2uH3BQlmQHZR9ogiM6LnsRAsRR0UgTf4G/XRPEI\nYzxNT/QblLJcvLrDTRSltWigS57Nur0XgDMCg1wyG8XTozyIB91weXhAjdrzzLbtNX3sS2CZBMsA\nzrma46M5xYllsbQ8fuY4+3HGhJHsG5VtEgxBC9vo6VJACcyVHsw1NbODCm3MfbTM6Hs1ACGRoRy3\nRzQJkcg+RmYPGdkf7/ja/VfvRVP5nnEPP0QptC2YH8z2nzdRA/WXRojCPtZKDWHScQhlzlYa6r6t\nEEBrDo4c2hmcSZxONK2GtlC0TeLmOudezg8dl2db1u2WRCCkQCpKGjlApL9HhorBBDaDLf2g4/Xv\nHErGzO/9tbnHrYpBoX9/zYbXVGXFzXmNVebB7/8qnDNjF+NYhk65FJxDtg3apgeMVS5TxkHf5sdr\n+FBQ9jUc3wCt39IRJjXz5yd014I6ndHLkovPd3Q7oWsD8foWtevQqkecwhYFWgzRCKaPzJZT3MTQ\neA8Wghekz+GpReGgUiirqWYZYE3fmnL+skX5SNtZinlAvMdEw/L1CUw1qWuxlUZsyUnpia3Qdwll\nPbqItJsEXlHPDMYk/K6n6TxWKUKnqGcOVxnqpUaiZjYDJYKbaro+EHaR0iomp1MOji03Z4mibrnr\nFLtbj+qFxRO4W0WUNRw+qjh6fcLNZWDTeNJVREXh4mxC8JC8YDD0MdGdaaZHQtsG5Lph/qSk6yOh\nCVyfRYyCWW15+/UlsRT8LhI7z+JRTVU6prOSTz85g03AHihe/myLUZqDJ1OChbOPhKJ0dJ1mtjQs\nHhU0G1i98NRlQrzh5PEEUUKfKnSTWLzhePVB5PzDLbOqoNA1P/zhW7zx3ecUleXw6ID4Hyzp+0jc\nCD/8kyccHR1SzQo4E1TInYKoyPbaM30qexo/hOyvNsZ3oCDZniQ9kY6mu0AVJamPFGaCthZRkWrS\n8dprh7zx/cc0zY5u1/DibMP1XYsrLa7QzE40hS+IacfZ5xf8/P/5KzY3LZvVlkndZ0YqRnzqCOtI\nCMLdLsfR2NJRuQP+5D/7p2hdkYh0zZqbu3P+5s8+xU0q0kSy0aKeoI3FVpbnry/yMUao6xJbCN3W\no5QQvcf7Bukjq4u8IGqn0IuIiGF+MiFVh4RYMy8ckMOXlTYY68Dklnv0kDOnIkp5UugIMeH7gK5m\naG1zVI4y+7KKHjoPUsoLizGaNIIaNZR9ZLAMEMmCYwRJPauzDbN5xe7yUzZnl0jKwuwQc7mbFBC5\nZbe+YvHaAY17m+l0ztUamvaOF5/fDl2CAEMkjiqwLvt+qSGEm3RfqhyX4YtXOXdQHpSWJaY9q5Uv\nh9qzOiKZsbNhSXvZ4NcwPzmlKF4S4+B7pzRiDIIlSYmiHJgrnf2ZBHL6Xdb7XL7K2sw0iO9VqXOH\nbBqoq6GzUlKk77eE6Dk0dT6DNFYc75mohzKgrN+yw73KOYm5FyDXHZWdcPD4GcY4omRFvSJzlQmh\nNgXWGawxHMwraqvwk4R1jqrIm7AwaJUmWqiV5+K2pQueLniKb1u2q8Cri4Y+5mBtrTVxBl0KdClb\nx0etEElIjATUHjSntBg0Z3keRbIOTvFVTyqVRiG9yrE/g1ZPqSF2SY/6rnut4D2lKZTTOU+OntNc\nbQlqvc+TVCZrEo12aGP35rN6sLDYbCCFbPNitcEYxXYXUHqCImG0xqjMhCXJcUNf5/EN0PotHdZo\nJjPDzccNMtPs1oHN1RRTWk7fXBK156f/2xl4QbvsHF26bBQIjrI2uSzlQYJQzzRtn/JDnoSEzGVs\nbiKF0aw7YXXRYlLCVJoYoZfI8UmBKqBZe7RWdK2QUGyvIPQeawVfKbqtyr5QaNrO0O4S0gaIinKe\nd+LFoiLFgPeRosgPBt8ntlc9oQ+EkKARDo5LQq9YPoa7s5QXnWGsbgKBRDFTXN16Nm2L0ZrQRIxE\ndASnhIMDQwiarkmYoiCFGm3vUASCF3a7yO4uEjeKclYxm4MjdwGWs8TVqxzJEXcej7CVSNt5mlc9\n8kqBVdjKUEwg9RoVAuVMo+YWW2liK8Q2UTgDBvpe8C9a3Cz/rHGG9qxnNtPo02Oevb7ksCr5wR+c\ncHA8Q0hszhrKWTZt1I8c64sbrj5ZU80tb588RheP9sJXcbm+oNBDGVL2gmY9gILtXUMzv8XtItu7\nNZcf9xw+i0yeZM1FGxs2tztsEXnx+Q3tKrMjy0cT5ocOiRBjYLO+5fLqnO3thhc/v4a0Q+lIUQd8\n6AhJaH1ic5MIEUxtYTbFmgJnJiyqI6riAK3KXL6wM4qy5uy0IMqOsgdlDAcnc8qZofeCE0M5MzSb\nmDMjgyeGlhgC3RWEGCgrxcHzKZOFY72OrDeexcJROpdb3Rk0KOOeX8gAJI1RKEKMDb5v6Ps10mrU\nGuwWZicJ5zTGKqpJTYxpYIxyA0cKZIdt2S9nWYAs9+WcTHRlg9zYRjCClkR7ux08wkAwuestJiKR\nu+2Wzz7Z8ubJHSEGplUu57TbDu/jVxddGfy+zJ6KYmi+y++dUvbNg/typmRDzn0pTthrvh7WDrXW\nKDvn2XcNO9+htcIVHfzZz1Am6wKVUWhriQzMoFaoZIYDAKUVRjv63f3vHktfIkNDxlCfEpXnMOkh\nLhD0/8vem8TaluVnXr//anZ3utu8Pl68aDLS6cy0LYwNrhKqKp5khCwmDGpQqoEBCRgxKyTEhAEM\nQEIMGJQAYcEIiRkDkJBF81AVAwvJBmel7SxnZmREvIjX3vZ0u1kdg7X3uTcsqiqAdBUVxArdd+Oe\nZp/dnb2+/X3f//sfTSxYXsZhb9+mrMafCTR6JfmDZPJi5ffYYsxyS2MV4OgAVyTu3s++RRHFrFJI\nylmBPghX7RhjoIS7SRG1IijJae8h+7filPKOHK5fOS5lbLou+W8ZNzmMrNtU0Xg0nj+HwztWLE/5\naTcHnQMTN+mZhwrXXCLIoQrywPhN/i5QynN8OuPzy5rA9nCeioBLMmaZZUoq6dx2yY+ZWMFlhSKH\nDTOuX55hcpP2HSGCGyNAvs7jG6D1j+uICaUS1XLg+i08XJYs/pnvsr7qYNDoeUvSimGX0CGhQgAj\nFGXJ8WMLKTM6pkjsQ8IEIWgY2oAyQuoMy0fCsINhH/EqYGcwXOXbqIhCW0tz19D3kWFIHC+F9TpP\nAEUlhKiIKqcI6hhxrSepiJPE0DpkiGirGDaJQKI6Vgyd0O0CLCJJw7BPEHJgakgJiUKKCVRkfxVx\nnQeTTamCwbm8Lsvjktgb1MxSVxpfOLYvU06PVgN+J5hak2bgLgsef1Sz361pt4nteeDkcYEpBN0o\nbKWoaiF2MHhH+9JTNSXzh4brT3ZI8rQ7oZorhqWivY7MtGG5MFgFUihSFxn2AaUKbAVu70khMl8Y\nvFdIEQltR3Aa34I5NVz8TChNxXe+e4/7qxodBH8ZGVLAxUAYHKZL+L4AUXj2pKjY7RTx+GhkRvIl\ns7vSyIPxQp1G+/N04WWUQ8KeVz8OxC5h/Iz73zYs7y6IXU8XWi4u1wRJ+L0hOsXybklZC2Ic64tz\nhqGl27Zcvr3g1SeXJD+gTE8Sl9c3evY7R9cK+0FTLOqctq0sVXGHqmo4Wja883CFlgn8CDFZarvi\n7t1EkDWq0Bijs2Rhoe0c0fnsBQoDbufwLrG78IQUefDejGQUfRcJsSJRkKKjrjQf/cqcfpdZkxx5\nAGJyBVyW1AIhbXHOQQwkV7B+4Rn6wOp+zfE7M5YnM0KrGfoMypQEtm+y7FrVGXSoUkBlKfi2Z2qa\nUEeqhCnlO7iELhV+O+DaYfTPZK9XjFmC753j9aue1+c91Wcb+tYxG8Ni99cDkLJhm3SYtCc3mRo/\nJx0SPvP5ME3UcXxPGj1SSt0A0NssUV4pAa3QuqSsBBfzxNvUS4wU9AeTeJZjGZPx01h+JwdApGjm\nluWqzFJVmvojZmZIK43WihQmXJVG2XXap0IY4+4n1i3vsxu+Bpg01AOYZscBYOWYgvHYGDueh+4m\nXJQcx7K96LL8hUY/qDFa4VIOBE5pBEzk5YaRyYvj3zFN+1LGrZ5sVIcjhUYO2CiSwdcEiiMJWRw2\nA0HfZLHdYiVBxt6PY3jutD9Gk5qoG/k41x3JrTi3cY8pw/GdmupnDb1MlbUcdGPRk/A6YeCpIjKT\ng0qD0dm6kFLi/W/FnAE2MqUi4HzEh2+AFk+fPtXAvw38S8C9Z8+erZ4+ffrPAx88e/bsP/3zXMFv\nxv/1+J9e/ef8Zv/bfPGHL3HrgbeVRpkKMYqz84LmoSe4hBhDiIHYKWxjKOeKq1cdphZ2Vz2ndzSN\nUri9UDU6N3vdOO591OCtY7fuMBpwDulhcVc4/9k1koTT9yxvXg6ENiFa2F6FTPvrPDm6rcLMhOAy\nG5VM9luZokUn0HNDf5WgUOhKUTSK4DTNg4rXz/fEMR/LFoaqstRzjRuErhPQgW4XGPYKMaB14u67\nBUOIXJ4Lbt+j1UBcD3ip2O8iKShOPqzZXPR0ElFDQFdQz6+I/Z7rt32WLkpLv+7QNhKNpttE6lph\nZ5bzlz1p8DTzhCwKdlqxvfbEXeLRdxbcvZPwfWR/JugikgqF7jtWjwyvPutZKrh+lXA7R7EA3w6I\n15hCcf7JwPHxCuMrPvreXaoHFUXUlGMFm2jQuuPeE4etKl7+pKeZddRHBSiNMgVJaXyvmC1KRAQX\nEtYqVieCLQtCl9BajcbkhBrvaFHCnftH3L0/483HkXe/WzOknp/9nU/YnPdorahOLO98cEqMnn6/\n5Wr9GfvnW57/8Iyu36BNYAykYOg7XAh068SuFSg1URdoe4JeFixswemdU1YnFYtlg1UlpS1YHhvc\nJsdc5CouMDZ7sH7pVzVfvAClE13raLfXxBb6bcCHQLUsmC8111vBaMuDjwpcTIjO8QqCAzEoo3O+\nUTTM5iWxD/i0Q2LAOaG7vMS1EHs1VtMKYhN1NUMoePSLBj9A9JpmdUqzmGNW5iAXShKajzhIUSKR\n0Du6TYeIy3fzEWRMcgey9wgAhYTcDsmWFWc/WYPypJiLFGJSDMERUuIHf32zOZEAACAASURBVLjB\nPlA4a/npj+esLztOHgTC0HO97tFWIOrcNDplD2b2lUHXRYzOBf0Tu6O1RonkQEnJU7SKcuPF0iML\nNRFL0xQrgsJgrMKr3HYokqiaY+Zlg/MuR1CNXi4RlZsta4GYCxhc1GAt80WFtprsdRpZNRKjroiY\nHLSqtcKnqVFR9gnlMoOU82DMDdy42clyC4KM232TNpDPNW6eECPM1DF97An5gCE6gVg2XcrdHKwC\nYzIA0TkDcFr49GlK5ZubODa0Tgn8gT7KVNIUS5ZCbpwWoidJQESj5Yb9TGMFaG4+T5azJ3ZvBJuH\ndLTpfIz582WSQCX7Z0c4eSh2IcoNaTg+S9ScfLDk/senrLcvSGPCv9ItyiiKSqGizrJ0yiGqMebe\njyEmYvD0DkQphpgVitEwycZHOueJMXKW3vy/mxD/Pz6+KqP17wG/CfxbwH8xPvanwH8AfAO0/lGM\n/xKe/4Xfw4eEaxP9LtFvSoy9wy/8cx9g7t9jc/2Stz/4HJd2lNYyO7JYY6juaHZ7h/eBN88di6Wm\nmBm2l55h5wke7nSBOESSjwxtzrzRRuHHrCch4fcB54fsdVLQR0XdGHQQmhPD8pHNufRroX/TUaaC\nB78E+3NPdWzpu0RfR5LPMQy7dWDoApurQOgT1UoR+oQKCjR0XYIhcXK/wovk5saFpl5ZqBXDrqXf\nwHKuef0CKhWp74OpFXpQqBms1x2LhSLUlqsXARkGtt4R3/aUaOpZnogvdgNXbxxmn/jgn1ihK0ME\n2i5RFppYwmY9MFw6kk9oDesLx2yusFE4rmHjPcppnn/WgfeURcHqvZrrzYArEkMH+8uca2W15Tvf\nfcKH751igs7xCJK326hEQc4M217u+aO/fUlZz5itCi4uA0euo6jmKF0jUkBQFO8Yqrpg3wkpBLqz\nAX0voqfJs9EoSVidZxqjcgzGq42n7xNJK/ybgaouOHlSEr2j3Vzzgz94zebths5dkdhA9AQC3ve0\nu8h+HxkShEoTpcSYCo4bqrpgtmh48v4JYGmMpbIzhERVG/a7FhN6/K7l7NOeV80M0KikmDUaYyPO\n9WxfXxMLwCSizj3yTFMDOahS2wIlAyI232T0gcKoHGZLJo60zuZ+ZT0k2L5sGeIWW1hiKDB1yb0P\nG9y2wLmArRSbjUfpCnREG4PzEWUzszb1qJzu5Ln1tyh9YB6UcihxWaWCzGCNOCKzO/lvozTalOPE\nnMZqzxzW69qBECOOwEU/MN83NEclr6469l2Ltont1YAosCbvP1Tu6diHzPZok0N/9ejRkjh6rEdJ\nKKXJz8VBHcw9CEdj+Ogxm0AWo+ynlDoAH6UkezUfLLn+fAc4ks5taxjbhMWkxjZh2RdVNgVFYUfW\nLfdCzDTSAY3mGwSZku0FJRFRBisWfWAIs0HrUCE5MXaSmW9SvClMuAW81MjUCIxme8vxasXm8oKY\nerRSRD8yaOPOMkYdwLUaNboMVhLZljdKz5NhPeVemCFmmTIXGdyq9ksBrVRmosduDhPWNJkoHFnH\nqe1OZtG8Sug0AueUzfgHg/loRI9hEgVvjm1KEORWMcChQiJzWkkEM6u4994RH/+RRmQqyFEY0bkV\nVJhkXaHbe47mWdJVSqG1xoXcg0dHS/JqZDdhVlkeP55T1ZrP/5uf/D+fC/8xGF8VaP114C8+e/bs\n5dOnT39nfOwT4P0/j5X6Zny14bcdqSrQjWLfJvphxuLdUy7u3eM7p+9iZ/eQ+g161zI/stRzQ6GF\ntssNg4u6oB1a+i4SdcCHfDe6eJgb13ofCSGbGyUJVhRB5aqo6KFbJ+aPbJb6+sTyuGJxx7C9crm0\nV4TYRfSQWB4ZioWwuwpUSwNBYyLEIqFnQl0Zokn0Q6D1gbYP+IuIQSirgqoRwh6GITLsIqbMOTPd\nEFjdaaAyXPctooWy0SxPC/avB/BC3Qipg+oeoy8oogfN6SPFdqdJLtFvE84nXPTQBZRV1DOD0SBB\n43cJrwJFHSlNQTFXXF94wjD2ZuwgvdpjjmtMCWevHfWpIoRI3Wiih2ZucDrgyXERySUKU1HVDU8+\nnPGgPKHCZl9QnncxJGxwSMhSatAZgPkWypnCx8BuHTAmtw+RkW7QJh4mRjGBqCR7tBSjCTpPKGZk\nMYzWRF9QzAzLlWI+L1EIQ99z9eac9Zs1n//sgn64RNRAlJ7kPcFHNttAO2QJNxQKKSykBdoUHN2b\nc/fekmZZwWC4d7qgbbNxVqc4NuINXH2xRwP1Ujh6bLj37dy7U1I2oKcY4MpT37W4mEhBkXyFNw6S\nBj+2Ehklpyn9O44GXZFE7mrgIHkIHetXLWFrqY4jR8dz2q2QYolRoKnw2hCGjmIEEbllCehCIV0a\nP+9WJeEoOckIBqYeh0yOl4PUM3JXkoHUwaU9TqjaWCCzZvXM4lxO6Bel8NERFXRtJBBxrVDdsfzG\nr0RScJAi/d5hxvDMODIdaUR2IcWRnclMy+3PzdP2tD6T/CNjQdrIhKTbpq8bRulQ3n94BBDN8d05\n5rnF4XO15ghS1PiZE+ARJTS1ySBjNNaPRiwOMCBlq7xSllJZjLIsjysaHXnwpELrm3U7xMNMq8qN\ntDVxNoJ8Oax1PFKHluBJWC5n2CuLY7jFOk7vhsKM66bzttzeB+oAdMbHZMIj0zaNKftx9MYmsvpA\nbmCexggPYl7tkLKVDJGc8DFJhROwuy2PcgPFbnyB6UYSlFwZiICE6fW3wPO010RQWrO6U+eYnBH4\nvXieiym0Umg3ibP5+5erohVVZTmmQdXkgOhZwd1352gxiOo5KsEaxdDztR9fFWg1wJ/l9gpyf4Jv\nxj+ikaLmg7/wVzj64D6DF7yL/Ph/3HP9XxvMvwaFLjFVSSkNSWmuznr84Bh2buwzpZjdr+iuAyoo\nykXJfjvQ7xJr248p6BGlNUOMdC4ijBO4EbTN2S/Vab7AdS3sN4F+HYntjq6PqAKaWvPRr93hcudw\n++zNsguLW0dWJ4bUK+q58OpFR2yhtpqH31/QbQSiR2nBt6AtNA8t3jku37YolYh7z9UrRX1qSRvL\n4w8N1xeO07slxw8K3B6uXw+EIdHuYegCuxQpGoWtDG49MMRA2EHzYMH1rkdcYn5cMltq1FIYBk/w\nHueynBLFc/lFIvUJROOG7B/TGi7O9/gO6sYQ+9w6aF4XmEpwQ2K3dmxfKo5Plzx43HCnPqay2TOn\nNSgCBihCIPfogJAUvdIImkQBxlKahk4p+qipi5qQSiQqAikDZBmANSotaC/XuJTYnM+Z2Rpb5ga8\ns4VBS81iMaNZlJAgbAbOzy7547/1ina3I7protnkyq4YWG8dg4v4FFHW5v6AxYx6saBclCxOG+bN\nglk9p9AFZWNRIVHUiv26JW1b9q86XBu4815FlITrDA+/f8z2Ood5mqKhiCcwghZTKJCIqI6125B8\nZoV8HDLDETMAyT4kQSmfPT1awdBx+dmA64QYB6oTxfAyy82n71cMnSZEoSzn9HuHJJ0lkGRy9o8e\nxaQRoKJSTrOOEa08iCOmASUlkxEmh2bmCV3GiX1qXcMooY2q2cHLk0f24tSNJTohGsWT7zzm1SeO\n9ToHsrqzHqeF5887TFVQlwXHc8vMlCjl8H5LSHtMERn6wOJIc3pH064Drg0MfaKpM2OkJrYEOaQG\nTBEKB6B1AF6AJCoth9Tyg+cr5So0kczWyBSCiebht+7zyY8/od/keAQlY9+/NKaVj5WZ2mhKqynQ\nGNFAvnkoFhVag1FC6joevTNjt7Os6oK4hbP1wJA8rz5v8b9+cgBJ+QKZbjDDAUUARCRKzp1gTCbn\nRg6d3ExJhCe/eIcXr17Tuz1j+D8oh9IKZTRlYzGoQwUvZAAbRTCU442PkNRAHAOvcmul7FsVH0jB\njW2KAp2rKW9ExwMA84HJIY+KEGSKGRGM0hiV2ctDun/+9mS2bPLiJcYimHRzrA85a2naZeP5Phri\nR0n56MGCyla0MZAk8vBJQbQwrzRWG2KMOBdwuwLV544jysHL60C/97Qpca53rFPgV395QXQz1q3j\np59d8Wr9pa5+X8vxVYHWHwD/CvA7tx7768D/9nNfo2/GVx7FvOT45B5z85BYGNb9GXe/5yi/D68/\nf8GwXWMqQ9dq3LnDLDw+RGypaU4MplAYrTDJ0288RcjMhgTPsI2UWpEaBVrn3C2d6f4QBT3Pva32\n6wFjNbpQNDMojnOwZ3AwP9Isjg3JKzZnnqQTEoTNWY/dZ/OypUZVmp7su9EGmtKgxuTioVVUleAG\nx9BH1CAsTjQhJvo2QR+5+LjjaCe0naK6CvghMjspca1QH8P20tEsI9cXgqlAOcXqtMB7QapczTUk\nRVFFbK3x+4jo3FE+hkQxS+zeOkwFRMGJJ+CJIiyaKje9Nomi0eyvfC63TjlmI4aEmRmiV0gQmnLO\n418qmFtLYyoKlXPGBCgJmBRzIr6MJlgR+mQyoFEWMQUiFi0LTKlodzsKO6Mo62wM33mGfWTzauBi\n1jN7ULM7D9SFolwaxGlEJ1zqsUpIXkEI+G7P288vuPhizdmrc4K6JIWBlAZc73BD4HIdcKUBm8NA\nlZlTFTVVU/P4yQqrLM28prAznIuZMQmBuB3o9sL6zZ5mFWmOBfOwoKhnBKdxLgH2kNN0kKAmQ7Oa\n8r31yHaog+yh4CDL5Ukt0F3tCL2wv1AkAsVcc/KeZv2mxDYWtwWTTDblksFT/qzcvkWXmT2R0byd\nJI0tRlJujyKJGHqGzcDF5wq/csznJdqQfXTWoLUGpTGqIAMoTyKiRIGKh+l8wl4TQIgkykqNXZsM\nerUiPDpiaEPOzRLBx8Sui5TzJbNljZJEM4sM2ys++SEk1hi/R/cD/Qv44seCj4GkHNrUlDbk5ssj\nmEppNCuHkdOKN7let/ikbJNSN86ngydtAld8yXKGAPVszq6rgGzOZ1xu9LlfntZgjGE+M1SVUBrF\nfK5glyhVxPUp9y4kcn215+35hj70FCtBxLILuZF2Q+KhjD2npzW5RdhNv2+HsaZbIHdqiXTgG0cK\nbLaqWDQ1F2tNGqswJzAjOoOQQxbZtLyUlxeL/FsBhDhWScaxs8EIv2Mkjgw3KjEvsn9LYmav4nhO\nTHIh5OuSjEUEN6TkGJl7SMGd/n/amNzc+QZ33i4YSDeM5q1Aq4kFTAKqMBRFiXMtgYi0geQC+yHh\n2hFkRY+UA6vC0DrH+W7LWdcxjFWbkjTz3hEloFBoZYlJ0zu+9uOrAq1/E/hfnj59+teA5unTp/8t\n8OvA0z+3Nftm/AOHreDtD9/Q3U+kyvL2xZ7jBwAdn/50Q7dtsWUBdxv6L85xW9Cloplpmsbmu64E\nRQNdH+h3Htc6FCGnnIummhlUodltPcmPhlo02hhiDLhhyHfWqxK8wm0TSnsWc0O1tJSFIZVwcb3B\ndUJhhVRA3zvwkW0sMD43Ul4sBT8oikKRQqKqYHVPc/Fpn1kjH0ltYl4VvP8dy/Vl5PyzQDWLRAZO\nn5T4wZOCJ3SaqtLgBG0MKSqOHiqiCoTzAWtypY4rNDYa5u8qzt8O6CFhJBEbg9I57ymshaEPOA9V\nZdhd5XR3W+bL1GxZMDgPktANuDYRUsJ5ICbqUkiDptYljx+vsNFSRnWQY6xkidCkQCKA5LYbIeWy\nnVgUYAwpGWJUVFHzy//UXerHmh/97Sve/5UjiAWf/8klMQVskejdmvPnG/Si5t6TinvvL2hWM4br\nPev1ntef7vLFrkl88dk129dvuL54S6Ilxp7gB7wP9MPAeh2hFEJjQc2xRUXVFNx7cMLx8ZzFoiR0\nBSQoC41WgusGfJc9WyYFqoXm7gcW5wRblIg1KG0ILmsXN+nq6ZAgLcJhQmEM9dRqzPqMiYQDBlRU\n7M92RA9+rVFlxNSgC4GoMWpGURZoHdEq+5vS6K1JKbNV02eq3KxmbImjRilr8vREti/XuGvF1VuH\nLmB5Z6AdNP5VTtKPRLwTTGGw1jBfFSir0UZGM7rkLCimyWcEMaIOvh6rTWZPSKh5iXDE9nXHzmeJ\nybn88xu/eY+ZLrJvazvwk//1c1R4gWPIBnQCIfl8Dqfst7EkFoSbSrOJ1aD4EiKZxKbpVybibvox\nikzPT9Lf9FI5/E5AWc4odc0ubEeDfd7PZaW496CgbARbaMqYv4/RJfousiizcbrHZRCCYsCzdwMB\nj0tguUlhFyL6/q3zZurBc3vcZrVG6UwD/vACOVSETltnm5LFao6s9QEk7i6zCKeMQqni0J7ntgqc\nKzXToXLwMuauESkGCAGJcWSWckbWwa8XRrCYax8ONxKSTpiwVpamM1s3pSIcZMDJYzZt0eFYcmh1\neWBWD2WLB+fWYSfdwnXjcjTLeUPXbokh0PeRLjoEhfOCD54QPWrwzEtDRNOHXOgQgZjyzecQs+Rt\nRcbiBYULfO3HVwJaz549++HTp0+/C/w28CPgU+Bfffbs2es/z5X7Zvz9R+hbrt7+AZdnudfW5Trw\n0//DExwsPqxYHAn9rqQ6Lmm5QmmF6MwUKYF+SJhSYbVmdbfm1Q8viD73SSuX+R5p2ARsrRnwud2C\nKObLgvqe4uJlpDIGmxSlgV03UCjNyVHJ4t6MMHi6a7CV4C4i0QrrfWL5IBE7kKi496Rk6xJqA/2Z\nw9a5qkxQFHVis3a45HDBU1YFtra01y2mKjBojDIUdfY0bC4CwUWsimwu96weFBid16eaabyG7Uth\np+DqsiPGmEuxfSBuCpSCvs0VUvVpwO8g+sRiVSAnmv06UDclKTqCd4hXBAPWCspqrs636GRoGgM2\nMy+zI8PSLFgsKua2xASFGQNwtCRKPCblcmevBJ9MvpXVJYhGtCGNoX4kodHC3Gjm/pimn/HO3YLh\nbcPgIco1MRkkWUxccvrhHNNEmmJJXR1x8fqc1z+5JiWhnCvuPpoxxD1/94/XXJ39jBTX+BgYhsh+\nrxi8kMoCvZxhTMm8WXDvnSOO780xUlDrkmZeojRc9j0pebz3dOvc1FkZRXNsMaaBBEVVEGJCaZPj\nFMbojzS24NCSEPFAyxA2KDEYUehUgURi7AhhQxg6whDZvN7jhwElQn1cjB40zfL4mMtXOQ8tRUVR\n5qRxkQDiRwYrf4dEZS1G8EgaQAVElWMVHmiTA06zR3jAp0hdCXe/ZTBpxTtP7lBWFUZL9oGp3LtQ\n2ewv860nekg+jvJwRiQqCiqOHh1JxNQTYkARSGqHLgSlIobESi15/xciL55DDK/xg8LqkuF5QhUD\nohKd3zPIPk+aMeZA2tzYDh9jDu8UzW3W5rZoqYzK8igc2A04vPzAUN3CVzCCpsOLJv/T9L+ANTOW\nzTHrcIUffU4IxM6x23Vcn0dImocPND7lmwypI1EUIensx8uOpewXTYlwy0OWYw9GEHN7ZeHm92FT\n0hgJwWEDZbKDTTBjBDlT1pQpKu48OMa+KHBqQOkcKaGUUBUGo3J3wGm5t5uET7AdgH2CFJAQUCEQ\nx6rOGONYaUgGcpKZrThJemTTv4xmczUenAMXlfL+CXArfV0OyztQv19GmYef25n4Xzq+3Dqko0/r\n4YP7dNuO6/0VyRQE8UjMXrGJaXY+3yx4UYdoiTgWGmYiL5KIMDb01mO479d9fOUcrWfPnr0F/qM/\nx3X5ZvzfHC70DJvz7AlIUAjs9gElmt2PLMPC5zyrC8E0csiXWZ8NVLWiroqccaVyBVJSafTIKHzK\nzI5tsuRkvNCPTM3gPO7TnOO1d0K/9vi+ozox6FoYNpH9pqfd9eiYk+ZtKRSVJhSBtz/t0CrLkOrH\nV8zuzkkevAbxCVMLUSy+z9/5R++UuEFYnkK7S7y8jHRrjwmwem/GcN0za0rqU0O/bQmdIarA1ZuA\nqiGet9AHjFasjgqGYAn7gcJo9MzgfGK+0KQrhZ4XxCBcf+ZAQ10p6uMCUwa0hfoY2g7EKbzPIA3v\nEJPwQ84/qu40HM2Pee9xhewFjRr/g0oHLAGVEj4lXFQ4MaA0SUpSYUiiskwRAR8zOEhQGcNyseTu\ncs69x0csH54wm5c0pcdUC84u7hASkAKWircvN+jXLU++e5dhUHS7nvJ0T9fuefHykk+fvaLftfjY\n09JxuTGIztJfdX/Bqio4Omq4e38Ooqjrkn7taGqD60ElwWohkKMYfIz028TJwzlDZ0kWhl0gw4VA\n1Dob0k3CDZ4YPYMLeNezeytszhzOR5onS6IXoo/4GOjpcX3L/ryDGgpb4jXceWzZbjyiE/1gCbHP\n1U5SjjajiGghRU0M2c+STe3ZIO9CIDiP27a83mzYXHpisjz67v0sDwXBd5EQHDEGYgzcee8u3dbR\nDw5tSrQq0bHILNXIHthCk3xmF8oGYurpt9f4ds3Qb3DO0+97Xn92Rb8fGDrH9eWG6LKZvfV9Dhom\nUTU53sQUhqJYUNljhviGh080b/fXVLHAJLDeoUjImARv5YZtKrUes7wsuixpaoNEBXYygwuNneTZ\ncdZTKUcAjO2ZSIwpnMBo+hYhR0fcliHJUuI0lC758LsPOP/9S7bx7djGCIIVtoMjaUGJxmHwyY/s\npcrtYpjiEAT0WBiBH8E6TIbyGxk0HZjPA7Nzi5Xh8LgcqMScFXaz6QeTfmIMdy158NEd7vz0iDfD\nOdELKWmKwjJrKoxS4/sTilxkBFn2J8hNNamaJMAshUZynlRHz+SDS8ngAyhbYWxEdKJUimRLjpsS\nJVCUhtM7y3yDkhKJ6hCQFaf9z61tYNq23Eorb6Y+AKrJ0qXGy02aWkeN1YfT/hKBJ996TPCBH/9p\nwOrNeN5HvOpBJ5IfuxaMZrYh5VBTf1iPhBtyBwRU9vVpfeOR+zqPr5qj9e/8PZ7qyezWf//s2bPr\nn9tafTO+0ujbSGHTGJIHRaU5vW8Qb3J1TjXgYyD4QNcOiDbUc4syGkm5uWznAm6dmM3BlhXO7XIo\nnk8kIySJDM6jJTeIRgu+cwQPphKaWhCvqBeatov4MMAQsUUkDhG3J/uyek9deLavI2WRmY3kIq4d\nKxwj2bSpE0PvaeYGs7Q4V5I2gfpYWF86tETqVcPFT7dUCMX7A+4qMTs1DMGjRGiOCvYXwskH4EXY\n7wJhr/FdABNYzQJrJygDRWMJu0B7EZktCnoNwy4yqAQScSESk6dNDt8FLp7n3mJS5wuSNrC5iLjo\n0Upo7IKVXfDgbkPaCZKyv0cLWImoGPIdnuQgQydF7qdnNEmZnLeTsqQhYyDjJAnUxnJU19w9nbFY\nLVk0NaJ3XLzYYPuANUfIoAgOzMxiraKeCTEN+KFjff2Kz378KeuLHddne5JsiOIJEgmholmdUJqK\new/nLI5mCIrFyuQmxQRU7An9wHBtGFqDWllERyRrpAfRQZTJxnFJNzPXKJNEvycF8M4Trgf6neAj\n2FPL0aMZuhJm9YKqqjNo0IIuNTHWVEd7Lq+GPMGEhEt7ROW4kXT77lzGijq5kYJuWVXyxD3OQtoI\nsTE0S83qHYOEEhezlKLGKATn06GJb27+fLuikMNn3LABNxIWRHYXO958/pLLt2+4PD/Hu5z7te/2\nucosRoZ+IIWAqEQfAhaNQrPvHWrwoKBWJXWx5Lq75OpVQC8VpsjxLrM6AyylJLNhOlfyKZ1ztHIt\nncmeM9RNA+SJqbrRqIDcTzEdZuo8Jk/Wgf0Y35u+9PytfZ3y64/vzpjphl0Y3xAhhZvgTmVUvgmM\nU7WiEMaJn3FZkSwXT4/FSeabLHsyduS5ac4IcuC4bjF08QZZqFvU2xQgJXJ43/S3LXtWRzPOzi8P\n7IsxOisESg6PRcV4fiSm6tMb0JMBJEqN66tQaKxUaFuDEkxpmFcVtoLZSmGbSFWAGMNiMUrawROU\nu9mgrEJzg6JuM1fTRsRbQaTTPs37KLO8X4LYB7YsH4qR6RNF3dSsjhdUJiHajDcXWZJOKYPuCZhP\nnreRv8qALWUvoJBzz4xSiFKHjkpf5/FVGa2/PP68AJ4D7wIPgd8DvgX8zadPn/7Ws2fPvjHH/0Mc\nzke0jmNmSb4aGavGRF5P77ORedjnVPg0BIY2Uc5KrMqmX1toUp9zc3QpDPuE61MOHPIpV/0Nkfmi\nIMV8N+J8xMeE2wqqjGit6TpN6z3DWaBMimSyPGilGKtjoGsD3kdWx5ZhK2ifWL5T0rmAdwHTRLpt\nQIlQNoraQuzBF56uh95HJICWwLxSzI7g7ceB01NFSo79eZ70zVxz/KQAHzNASBEKQTR0KeHXgusF\n38PpY8N8qdi/GqhmmqIROvGQFKpR9NvIy591DJ3jzolFKY2YHOwaAigXKReWsIYyaZ68Z7lzf0ba\nj53tBUqVUEQIgaBAUEQxRNFQlCSliSozZFoimohWBowQQ/bqGIS5sti4oilX3PlgRgi5GfPVpUd3\nluW7Qllb7LFGVI+PHW9eXRNlxb6N/PHvf8z27WuS9pAcvesYXMIPimq+4sPvv0OpC4zkfKjoIypF\nvHd4F4nriA+GQmuO3y3ptwJxR7u5JARLSiXKKBKCIeFTREuA4JDYk5yiu9jTX5v8mlrR3LWUy4L9\nFYgUuXJNF4joMVxTI8mODEeOaIgpIIy+qbHCTcaZP1/rI1rGYy+BmApSsEwtVCRN35cs79iywHuD\niRYl+S49uJj7ISrhIEqNDaUnoKWVOgCPCXV8KYF8HMFFzn6242J3wa5fE8bv0a7P8nUIiThkwJUk\ns6Kze8JsoQhdBlwglFqYF8dcxwso15SVgqQJEpjdyfsoJQ4SW/RC8kKIQhonNZ10bhN+uxzvQG9w\neGxiIFLMstS0f2/N1DlGQ0Zv29hm5bDMW2N2VLOczXjjMsMTp3iDkWEypYYYMjEzyrQRiCPQu4EO\n403llPsk3YjhcwL6hJ8mcEMkX8dujzHXakSfX0IYk6SYVEaD2WIhKJsBhj7Pee2SMmuZU+RvANoE\nOCZgd8Ma7bFiaExNlIKoEzNboJLi0eMZ1TyhjGCNpi413WWH7FuGqk7rSgAAIABJREFUbeDNxjOg\n0WXP6d0GIlxd9QcW0dxa/1tGOaa1SH9m/5HyNSmNkREHT9mN6nvzWkbGj/weW1lmyxl1VaJVBo2J\nfHObZHJYxmz9GJm+29+HEX6i9B2MMYjO++/rnQmfx1cFWj8AfvfZs2f/4fTA06dP/wbwCPhngX+X\nLCv+pZ/3Cn4z/t5DG6HfD1hrQMCtHabQiBGCy/UqRivMQvH20xZsZDhLPHg3EYylve6RkBCnSAuo\nSuHovSOKpWbwQuwDLgXafY42cCknvFdKYRSolBgGj62EvouoaKiMoJVi2AkMCTXLbX2IAREooqI8\n0sxLzcmv15y9TgybiKo0F2/W+F3P6qSgnFWs33h2Vz2xDLRbR7gKlAvLfhewSRH1jG99v+H8dcvb\ntz2PP1qRWk2i581Zx/rTHlUID99vKGaK9joQ95HQJe7dLVFKcX0Jb89ajpvI9QtH30ZC27N8UOJj\nYnFq6buBqsg5MZvLFt0kEJ0ZoxOdDfylZfe24+ztBhstjxYNkoQoiiHZ3ITVVlCUgCKGXN2lckkV\ntlKICmgilcCD+YoHv7Hif/6v/g7F5g2r+RH/5L/8PdqLGefnl/x3v/O7zJY5M2pVvsOjf/oRP/rR\np3zx8QVD+wrSlhgibojMyhnFvTmvv/D0qoOkqesF7//qR1gszbzA7w0ShLBxmJlDaU250LidJeqC\ncq4YiMwxKBLRW9r9c9780c8Ydm9o1TF3PnxC3Zxw/eICrTLDWs8UShdoPaNvYf54RvJCM7dcX3Wj\n1GRRyiNGE0PEmv7ANKSxClONYZcypmwHJmkrS4yb55dE1SMarFhEQTUTuuuEKla5YtUyMiAKdC5W\nCDEXfWgsSgxdH5CgaZVHVzqDuTHtWrQQvSOlPZI8Ye85/yxQ1wXNQqNtXj+rqrGjsWCt5eh+wy//\npQ84f2v5w9/7A0RnCX5WlYeWPNlMnIFE6AdSF9jvh1w8IomQDFI3PP2rv8zDHy65+NwTF4FHHxV8\n+sNrvthoKm3JlJ3cImhGtC8596gpGmxVMDUUnubB233zLs6zLKySZGkQxmyyqZVLnn7T7WDWBFOM\nwPS6DFwU5WLJ9//iO3z8P/wkZ7iNH6qNQlUFq9MZ4nJyepbvBInZc5RJk+wpDSGN6eiAJPwwhssn\nEN4dnVxjxAd8iW0SbnxXTHKe6NH3NEYZJLL/apQrD6BNLXjyi4/55LPPie01s5nmg3tLrC4pRPIN\nT4jUYvKxjDmOQRuDTnD9mUd1LUPc4PodfTewuvuIKiRefHyGkyHvEW05PT7C9o5Xl5fZKyYK7IIh\n5MDXWBW0SYghjlbydABI5W3/vzDFkOXzYdzGKcdrwmJ9z02+3vRuSXyZ1crFGtpqTu6dcHT6LnV5\nwS61eFFor4gEtESM0cwXJdvznP4/fbKknLmrjebbH9xhoU6wpuQnnzxH//8AaX1VoPXbwP0/89h/\nDLx69uzZ33j69Om/D/wbP9c1+2b8A4dSEHP/BYKPDEO+HTRRSCYw9LmMO8RIOzjoMse88YGZytnL\noEbmRGjmBWWjiAJlrcAaShK6GOgvupxzYxWhHZebEspoTh5VaClYv3GY2mBLhSPiu0i3HQg+Er2n\nUpqUDLN5w751nH/h2e47hl2k6EaWo9H0XeLtn/Zj64qEj9BvILmAO4tInVvN6ELYv4zM54blacHr\nP3EcPYhszyJpCRHLR78+Y3/pcX0iRQ3KsNu3nNTQ7iP1qafoFUMXaU6EtA1jMnpmGi5ftcToKApN\nOct9HU2E+ammmGnOnndolYM/k4L1riPurzj9jkHrEqUtUtTZg6U0MSgkSo4IGCUOJZqj2YzN5pIy\nDTTA6fGC9799yuqdgv7jSNCJVz95zquPC6QYWC1L3nn4IUYb6mLB1dsWnzzlsWe37+i3QwYSRvP+\ne6c8/rUHrP44cLa7Zraw1Kbm+OiI4ISyErb7jrKJpLmiKA2uM4jYg1ykNCQnud+kjqTo6HfXDMMG\nnzxdP+DDgHOeqrIoVeS+jroiqewdSrmZH+HAQNz20gSERIiOV1t40LcorbN0qD1RAsThIOnILT9K\nSpH54wRiKWtDt9YUuqQwmpbciibFdFAxuXXxnxKLGJUdYkQpkxPH09gFQXLnAwTWn2+5utwQk2Pe\nzKkXBu88m9eBECIxCvVqht95tIblaYmuNNpGjGpYHtV453Eu0Q2BXISW6L3PBQ0xjQHBCo0gcRRk\n04LH33qE0gVFWTIl38+PSkLcgNaIzkgyjv0tDxLeyFMYnZnKm0k0R7wLY9Xl9Mo0KXIycVt5n42S\nWpR8/uZdckteVDf+c7nF64hoZscNVpkbKSkjIYrSUBgDQ7yFEqqp3/Fh/UU4NIq+TeJkn9Lo15Kb\n1yduQOT06unf6RwaI9IOzEvmN8dXyOEJlFKUZU1TV1y1a8w+EbtIlEgbhEhEq8R+73LTaJVDngux\nJMlNq/vo6bzDh4gLeVuU6QmkESjKwXieVGYdpwhYa/MNQUwgaQciOB/w483rNG5bnUYsevPXxNbd\nej6/R0aAeThNDr6sQyA/5KBUcn/b47tLrKlQYhBcBr8jM6WMZnVScfZ8hxHB6Bwfkz8zH6u6rljY\nJSd3Bp5/YTlkVHyNx1cFWi3wfTKzNY3vkz1aMPbE/Gb8wx1TuXiy4HY5eyV2Ea/Bq4hLie56wI/9\npIxRFAuNdELb++ybMYLVuRFq10aKRlBWGPpIcCpLX1oRZ4qwyy0wRClIIWdEKUu30VQzQUoBFRm6\nkL9SMdGN1UAqJfw+Us6Fs88cq0fC+rxnd96hJNG2LpvyC5N7BfYdksBg8aWgGqFdJ+al5p3vLbl+\n5bELYdt1FNcR6Qt0NdC2GpcUlRGOH2roFd3OE/qAFsWsKFm9XxCjUBxZNq97bA9WNO2Zxw8RWyp2\n14noIq51xBSRqCgbMEawpUJ5TWVGz4tKRJNLrX1IKGlZ72F5WqBsTdS5nUrwER1D3k6jEA+lFhqt\n+fDdY/73339Lt72iUJZ3/4UV7ReKI7F0pzOstVxc7dmnngJNtThhtniI0YaibtjuA0VRUq9mdC8t\ng66IhaWeFTz64F0enT5m/ivw2aevsDX4vR4ZjZSrnkQQXaE0ORn2cPXNzCUSST6ABx8iUhlCv2Z/\n3RJiwFsheE90ATOfE8WSxIJkTWlKVUfyhJF9MA6jBJUicd/iOhjcgNsI59WeKRuosIoYA95FmI8N\n0WPKX4CUlxd9QVFarLbspSNOwBaNtfnY5Gy0254iucnhMhGl4uFuPqVE8j4XOzCud4yYlePuiUEK\nxbKac/fdJVZblHYklW/NtbYkJ6QQCV3I60ig7wIpWnwQfIr4kPAxm6PbqPApEsZyeD1JokUGqYU+\n5cF7D1HoHA5qdD4XizIzJ8agTYGg8M7j082GTtNYYcoxfX2EQXmGz3Lo4aJyEA7H+TndWsYYfKlu\nLXXCMwcQe+upiVIRTVnXlKqgV32WGKOAaJraUKBxWRu+iUhIU7Vhfmk+3OkGmJNuJEjgr/wWh/cj\nejo1Rqh3GzFM/8jBS5RGX9cNWMveyixF5++BMSVHRzNeXWQp+bobMDrnruU+hJE+JVzKjFhE8KO0\nqmTknlI+/+IkQZsbufJL+//Qw3EES+O5LgIvYkJCXucQy8ObD4BLbpZzM26eTDfU3oGd5MBBTsdR\nbi3z9j4XlEoc3VnQlDP0/gpPm/O+AoQhEUrh6E6Dsx4kV13qfEAPx6yoLPNyxsmJw1DeWr+v7/iq\nQOs/AX736dOn/xnZ/P4e8K8Df3N8/l8EfvjzX71vxt9vaJVgL1l6Qkh1NlKjBY0mec9+54g+5C9J\noxi6hNsMuf9fJdQ2gE+5+oeE76HdRVILVWNJJqepG6XQdcqTnYyvV4qmKjGVEHaO2Z2Sq7Mt7rKn\nbCzFkSENitAFBIUaq5xiuePzPwwEAkly/7BlpSiWhu1mYH/Zo1KknlmwiSpBZTVpXiKl4eptQJfQ\n+sjrNzvYu9yrr3PM54aTew3x0lCsNPvNnmpe0OqB3SYQ7R53HklVRNtA2DhOH1VQaj77SYvvAmkf\nsBVUC01lS6IK9PtEvxtY3i8xpWLYRl59sqauK6qlwRbCuU7sLj27LhFSiVc1yWlUCCgjmJSoiNxr\nTnj3V5f84G99SnW55Tt/+V0efesBX7z4jPbCoLzixz94y8X5Dt9HdHmMKkt8KPi13/o+7qLmF37p\nAe89+R66UOy7HT/7k8/Q3lNHw7d/8SNmqzn/J3tv9mtblmZ3/b5vzrma3Z72ttFnNJlVGdVkVVG2\nKakI2ynkkmw/INNIWELICIEED0ggPyDEE7J44h/wSxmDjAQIqRDYEg677CpXh6uLrHA2kRkZ3c3b\nnm7vvbrZ8DDX2udEYlmRJRKrUjGlG/fc2Pvsvdo5xxrf+MaIvaOyhpOjNfN6gW8CzlvYDISmp0sR\nWwjDVjHOQrIMQ7YoCEMPQegvAmjA9IaDFfhBKQpHtTZ8+PsXuDoRhpKoyvmDltkbnuiAQUcxtuCR\n/c9oRLzH7xpCe0Vy2WvHHlnCDopyxnq94O4rp3vuwtqEDx27855Nn+0wogohJMTmpgoxDlM4Arll\nXE12ezQiFEtl9yxRzRJdM+nGEkZ7hsue8/MWVeHweIGZVdTzjs2jxzz76Am7q0tOv/wyUs4IwVPW\nM5breQ5Q1xmVOcCqzaAikEFbxhaIyfecpMjV0zParSeWc4JEYhi7GafuU98RNRAlW0AYSr78Z465\nf3CKNZayWFHPDka2zTJf1dilpS4LZnXNc/cLFm5G4Qwf/NHHdE0DKVDYbL5LUlx5mzgybaiM/k+5\nNDf5QEFu15865GRktWISYiqzlnsqPaWpQpof1CSOf/ZdhxNoVaydc1Ac8yx8LxvFJqGeFczqEiOG\nNnWjvkm4fU/onjL6PV2X9CRlYINks1ORiHMlRoTKFlmNPoKJpGmMurkGiRlMRaa66lTeFIQhTeag\n18HSkzM6VrBS8eKr9/nOB49obCCFjmRyZmNA6ZrJANczxT7vA5vRkdHNx0oFBg8fvT9SSClrZNVO\nYLPBZMRFkkTUMeAmgXyY0BCpnKEyBu9zmkCKBmXUzd1YI2QEqIwMsBVGIZsQJK8LVrIp73j5jqXC\nHN+k4yHIQd6CmpKj00NeuHOPh88+ponZwMJIIlphZ4Q7rxxw/JsOaz/Jms0hX2dR4fl4F+ssRTXn\nzv1LSj3Meq8f8fFZfbT+m7feeusj4K8C/ybwMfDX33777V8eX/87wN/5oW3l5+OfO1I3skuSJ/Vk\n0lgXZzT/G5/WUgZFsc8sbiJSukRVFjQXCVtksOWvlNIZgk+4QvMilhJlLXQDdNuxfDC68EWfaNhw\nvhHq0lIy0F0MaCpY3Z6zWjvOL3q2scNpom0SRSm0TyIhRESyqDSEPCEO2wBJcGqwddYyBYS27SlT\nwctvLAi+ZBMH0sZTVZb5YcmuNURNBN+zuRgw2nDn9QXR5igMN4vEq0BR5qmkLIUQIr4N1AeZQfO7\ngcVCaVS5vBpwJuAWhv5i7HQywhChuehxpdJdQtcFNA1oEbl8Guhbn60sbMViVWISIIHKliwOF3SX\nDcuu4V59whe/fMw7v/4Jvh1AIg8efkA87ylkDoVh17SYumK5vk/z9AnOGiwFs/IYXxTU5QLVnIHX\nh5bHHz4gskOTsqxrjAhDCqgN9Jc9F496zp502CISB2V+ahl6RUc1bQgdIbSEITL0idhaypWhuGXB\nCYqhrCzDVY+Phr73dG1PDIkhGqJakhkX7pCI4YqIIQ414mbsV7yUgEgMifWtNc0lxBgxUpDEj+7w\nZr9I5QXPgIRRAOyvSyKZaJsezbOFAWBtjsdJKZBoCbEn9kIKAd+dMbQtMfU0V8rq9iGzkxn1ckbY\nOZJTYveYJ++9R9t+hKSOR+8px6/fI/QGnR2QMEQZw56zrWj2BJuE4TpRK5k1SwT6ZvRe0xLr8n3U\nm4nOSFRFjk5CDQeLivlizt3jW9xa38UVOQ0gYrJBZVIOjlaUpxXOJYpijmwDTezoVHD9BX17CWGA\nMiHF6C8gJWpX1+XEkfW5LqfmRTXGa/vKPdcxgTL5NGki4z6Ob8lz0afKdiNzaBzrdeLywuJDjkuq\n6yKzgeh4TkfjTxQxWYjuxI4lRGFeWeztA2wFh4sZ67Ln6CgDESt2ZAGFzCdlFfynm/DSNU007cjN\nUueozZoOjzBq1EQQVRbrA+pixZV2GB1LsOPnpDi50svIiubtt1ZgFH2r5IeOmLLlTSsD00GdNjFG\ncr7qhD3Gv7Phe+5kjCmDorE1OV/+sid4r88V++onyM3DMOq1ci/ByAxGpnzQPckm+6sinxfJ3ndF\n4Tg8PgCtKE1L9D1hBMlEqOqS9coi5OSRKQtUUiSdXBuyvmvnVGaGG76/Y+FHb/wgPlq/DPzyD3Fb\nPh8/4DBRcEshAF0zhYxGul32DzIJDIoUmb72PpH6QLKw3eY8vsWxI8ZE1wWqwuIKQ1WA7z3tLrux\nD32gnOeJJU+ISkyRJMLg80w9DB7d5Rt+fuiYrRSrCd8peNDSMGwDrY+Uh45yJYRNRI2gpVAdWJpd\nZs6oC2bHjjCMXY6dpXSGYQDjAoVGhl0iasQGYX1q8THSX+Sn8q4TvvdxR1kEjp5zbC4C3XYg9jlG\nyNlc+rFFolxk9/e0TQwNhNZQlBZjlfYqlzyDN6QgVLWlH3rCkL3HbKW4BXRkG4jkhcXSsiyVqpqh\npSX0PSeu4pWfPuVrv/aM8HDg7l+wnD254mAZ8aHi0ccNsRKSqyAajIHZsiZyyOHzK9673OJsxJq8\nODXWIWrGRQkkWS7PAsUCpMg+UcMuMDSJ1Cirn56zOF4QrWX3yTltSPm467iMKsQG/JhNGVU5fG6B\nihK80ocMUMMY9htSZPOspW0ivhcoHFoWxJDFKaFt6S4jbewJrbK8W++f7KdyTtcLtipIKRJiwKTr\nVe+6E0quu/qYyjCRoDGDqBgghayn8h5iIIRE01xQmAIblOZpx9MuEtoNF4/POPvoCf2upd/1mPkx\nFBVluaSelww7Zf288PDdx1w8e4oPDSYFmu6cZb9k2K7Qk2uNkI5dj3vfpv0Cd12CyndHxPe5nFcX\nNXOTXdBDagjRE/EYWkJQbKncuaVUFaS2pS/OianEVUtEKzQqzjiOjg6YnRbU1cDxyZLCnhGGQEoR\nLTyyCyTJIe3BD3RhIFzOef71OGqdGBe/cV8migrAp724fY+egJPT/Rna//70+s3Fef+WafEd/S/s\n0Qx7dY7SI2guGxqbrWOsyxyQGIwIPuaHQVNrNoAFwu1I00eGNoDvOXuw4/HjDUETP/2Wz27se4y3\nl+lfT5iy3yym3Zta3va7si+lXf809spR1p7lfMn5+QU66A2gpqgxmJS7hKOkDNBUmM1nlLbEjCXG\nCZTWVU0jw3WTwdQwKImz82uUKmPDgcKnRPrp+/waRpyfWaj9vkw7eeMQCLkRAPbnfs/uMbGHI485\nnv8cBA5MpVBV5osKZwq6OK0LeT9ijJjiPvPFEzSN/oEqZDPfrJUMIV9fs39aUFYFpv+8dLgfb731\nlgFeA065AY7ffvvtX/0hbNfn4zMMHwOx82ihWJudxZttoppbXKWcP4uUrgArqEvo4IkFdFee2AvP\n+ob5YcItDMkLdgFNPyB9gqg4I5TqMHNDLx3GKrYoSerpG0/0wnxuaP1Ae+UxpsSVEWcim8uGBrAW\ngiaqQ0e3TdTOcnCroO0M5gA220DYerrOs20HYlswXzkuHjcgCSPC/ddWTJ16w0ZpNh5VzyCR9jKx\nvpVLQ/WiwlaaDRFD4uxJy9WTHrsqsGNRoG0DziTKZQSv9J90xG1ERKhWJSdHhvaTAl97xCm7K8+d\n52bYskBRHn20Q02EHkpT0py3qEusTi3NeSIFTzp3fOVf/wrFFy751b/9z/jSL9QUpuBwkeiOPb//\n2x+SnEGKOcyVQEFl5nzl3/4ZfufXPyQ8e8Kd+QFf+sU3mR/d4Vtf+y4iO9RYbFmhpcWUBaI5fLfQ\nOc/92E/Stp8QTaRrBhDL/FSIHbiiQJMjxoGQIKWY1bptFtT6QbEzS7AlZSVZg0XO6BPJ/lchJgg9\nQ3/FEKFvt8wPa/peULemuHWX5rzl8llEjiInrx9z+TQzOGksnViTGCJAYkiQphb7BH7oCKGH5BkI\n7JpnqDFZwC0W73MsUN8+oGtb2rZle3lOGLIH2DDMEW+plo7l4Ro/QEqG4xfWEJ7x+//kERdn3yAO\nl6QYEWDx8gwvEZcMMQpRetqnyoNvvI8ptmhUQoI+XvDJu0tOv7AabQw8IgMiW2JURAuUDBSmUlRK\nsm+hj75j1/TZK4qG0Hqi7zl791283xFDDw7UWPxswcPmLkaE8+8+5vFqQVHOWR3d4+4bdxCvnD+8\nQuIW6RPNkxYJO0Ih2LpGxFCdHnH+uGWICVOXPHq845vf2VEeeZ77ShYxA2Nb/qSZGwtsKY0C7TQy\nGjeaBmR0+pY9iZgB8sQaRdDx/E7/zWxK/uxXvvA8zXnLg+4ht08LzKLAqUF8pJcweiwFrECfcizX\n5mwMC1fDO394SRdz1t4bby7petj5mG0gJuw3akj3m6UTaJi26vuoIsnlyUk/KCmL2Uc8knVcI0sZ\n4imvfzHSbwMP+2dEyV2OZVFhkxJ2kWSyyW4UITnHK88/x/Y9z3vfeQT6KDvFq3L7zvN03/gY5TFe\nro91JmjlRpvCCLJiYqctarLljTPznE85ardudlcKjFYbmaeamMupZ1RG1m8CxpPVyc3mlOm0fZq9\nHF9XWB63zMoFTXuJtZYUc7apl46lLTg6WVK4kqHYUvRKlIQtDFYdThRjlJPTBfdv3Wcrz/Mx3/zj\nLIF/YsZnNSz9CvC/AC9wowhAViUUP7St+3z8C4dvA2VhsSbfcH0SjBGqtSH1wqK0DLcNPiS6S59j\nQOz4hKPgh0jXDnS9h0HQtRLaSKFwsJphjWKsUs4NF7uE90JZKhfnHokGq4Lv84JZ1QbnTLaXcJHN\ngyGzPBHqmRB9j6sCVW0JGum32RnZqIJ1aCHIZc9iJiyPLN/bFBgTUAtXZy2i2eG6WlR0wdBeeswg\nrI6FNCSMJoqFBQtDEMIw5KdyA2VlKcuIFML2WaJaCsMOZlXi4jJmlkuE9mJAgicuBSNVdg5Pkc1T\nWB4BLrJcG5IovgM3Mzz7qMFvIxJ6SIYQhFpKXvriCn/QcfelmvOnDbsPHtOeN0Rn8EGo3JLVCyse\nv/8BpSs5ubXm5NYdZocXbC+vcM5S2AonFepqNHSQsouykWw2C/lGNChvvDjno/M1m76nG3YQstZK\nUiKklsEXDMOO5AdCE0khZfG3EeZrw3YzsU05SDuGOHpiQa4TB2I34HfgR6YyJcGoy+app0seNZZq\npZgqg6sQNWtCRqmNSoKQRefiIyH0xDiQwkBMEHYDaQg0qeDsQ491EWcD1bzD9zv6bce3/+hrNFcX\ndG3L5dmWGAtWR/d58U/do9lE2q2lmFni4LP7NBZbV5QHK+KmJvRXexZmt8urr2YqgBgjQxvpmy3J\nN6SsIsTLDJvAVgZCS98F+qbhvKswKeKMpa5BzIg0BGQsiRXW4YfsKzRfLdk9OMOHLpdq6fEpZ/d1\nu4FdPxCftry0eA5XGsq1wxYWW1tMOZrAomht6KPgAFtZhqJABod1C4x1LI96rLsgAsFYglgSFlMs\nOLozz7EnXGuUrjvORtQbGSNlRkZR0r4E9ykT75FC2rut832vTxfoOOUs1yuOTpc8evKMZ5vA3EQK\no+iI+ye9Vz6ACmoIe7ChhCDZVT1N9lj5y+LIHjJ20GVAcM1Q7cmfdA0bzOQyu9/oURw/QZX9S5PT\nPNiq4OB4yfHRGp5MWZlCsgsOC2HT7uiku6b2RFmsFxwdLilNiQ4yatyEej6n1hrE7Bml/WFl7IG8\n0dkZSKQzRnF5to/IuZl5BkgTyyU3iMh9BWJkm8ZzpbBnNeX62/b3/00WcM/ejmuGSC57F0XWRMZ+\nLJmrzV2GVnDWsZjPWM9O6JqKsAyIKgfzBS+vbjGzM1QL7jzv+Mt/9RWe9Bf87n/49/lRHp+V0frv\ngP8V+K+AD8iGpf8t8I9/SNv1+fgMow09xc7iNTE4mCVDVRrECbsOkjWYUrDJ06dEFS3bJuRJjAQD\ndFcBRHBOiBqpFYZeqGcWV2tuGguJw7pgiLDtApUrwGaNlk9DnmyCIprLb/EqT9K2sNgi0V15dt9p\ncE7pLhMn9YLj50v6DgorOQPxoieFSNO1OAOr44rOewgBLZUQYdcm2tDQbD0pJIyJCJHtRRb89n3I\nnYqVYWiyQVHhDITA7lkW3+Mju95SVMr548RsrYiTLPzulMurgA2RV//sjPMnA8WlsCwtSRO7q47N\no5ZybpgdVqRSkaCZ+egTTkAb5eRlxzd/71ucPT6niJ4nD3rK1YL7P3WfR+89YVkf8dKPv8Stn7zH\n23/7KaUox/WK5fwWt+4/4v0Pn2GXFbYoMep4+c3bPPlGD202oSwdWfswCprVKMWhRS8d4j2pjYS+\nzaHWIWdNiiaczRNivc5Rik2XHdaDKKRI6BsGEr6JtBjqVYkxhmEI9L3PxqnVHCeJO3eXfM/e4/JD\n4e7LJ3Sp5PYLZpyyDcSUjWLTgEm5BCxpILYb0k4YtomknnqmDB5McKzvl2wvIotizb1XT3J5U4Qk\nHd1OwCnv/dHHtM1DUuwZhoAxC8zshBgKkgSiyddKVulkjUhVzHnlzVs8+eRjen0KIQu2i9piNCLS\n4r2D5On6jiCJoLq3WgiFxSch9p4P/uB7nL7qKJYFR8dLVqsF1hiMG4BADH3ucEyRNESarYdkWd+e\nEcOczeX36H3Ee4sfappuR4jKLsHXv75lFwa+8tU71LOa516Ys3AVVgqUNYojkjBlgZuVWGcwNuFK\nx70XDlkVR6g4VmXJ4+9e8fHjh2OYdU8yhjv3l1S2QiSfJx32Qn0QAAAgAElEQVSRlsjkjZVRkWhG\nMxL3KzZwo1JGBi03NO9jmfTTlgA3O+EEYbZa8vyrxzz65Bnumcmu4Eysk45ichBjs3bQjNeTCFZt\nNmFNWXeZEiST9syVUcVp9peQlMts1yIyRgA2FcgSuGsVGjKxOfnfeyZHJtCT/21Ly+J4yXOvn6Df\nyvpRBHAz7t8veXq2YRe2mP3nKbPVjLsvHLIo5sQ2b68Y4Rd/ds7/9o/muI1jmI58ysdVxwcqgbFZ\nAmLK90IGUnkOyLu234vxb/kUEzUq2yHk35+wtPhrYDkxlpOhaD6nIxAbgaHNF0k+LwNUR2t+7hdf\nobfHHKyhWGiOVYuOk/qY239W+eK/8heIPmSxfhBqLXLnZRJULjHG8uarwsP22Q+89v1JG58VaL0J\nfPXtt9/u3nrrLXn77bc3b7311n8B/B7wP/zwNu/z8S8aMiiDJvRpwlolFMom5ZgXCYJohCHy5GFP\n2+6yhqCfFAqAQrVQ+stI9BAfJsrTgtWRQV0gBI9v81OSGkNMQlkpPirtJkeGWDVURQ5W7UIO3fVt\noqwLUpFoY0RiQmwOGa2PDM22p7saUIHVvZo+ejZPWuqFpW/AAyYOVBZ2V4m4EAoMy1uGTuDsUYuS\n6IYef5GYWUtVGy6velJINJuB2cpiVrkb7PJ7O9zCMDQBiMxqwXeZZrl46nEmu5AfvXbM2cMt27OW\nP/h7H1MtciDqBTnoOfpI7AM+etBIUZUcv7pk6ALn77f46DE68O77j/jzf6Xgude+jJ52PPzVp/zE\nV7/M4fMv8D//zb/LgTvijVde4fDgLr+5uAWbS8pFyUIP+IkvfQHpe0opMS47ML/4/B3aR5c0j1uG\nQahLxZoxrywIqoZgNRtqRqhWFnE1oY04ZzIYkSXGGoSznE1IQGLIVILPSQL1oeC3SnVYUFX52EWf\nGxdiyuU+FcUQWVY1d7/y8zQ/3tJsI8+ebhEBPwT6vqeNHg2eFAK/9T/9LnG4JIQO427x+r/2JQ7u\n3qJrlXlRZCsEEuqEKB61lv1ztCgiM4zNC7KZ38F3myw+Vo9xNaau9mVIJZKCIASMCMZ6rEZu3Z+z\nOj3kaudAEyrK4/d6XnhjS6FXPNsMPPmW5+7LPdbNyIL8rGcSVwI9zz55yskX7jIMFTFYiuM1hc4w\nGIwXUsoWGKaw+R4zYFcOUmR32TGkBl2ccLByuGQ5+3Dgg4+B1BAbQ7Adxpbcv/8iztSsF3PWq3W2\ncBkATSTfZ/f0BO1uoDAtTz465/4Lx4g4jDrm89u88pUzHv3dHYPtCclitKQua4wZO5PJLPBNwVK2\nzIDgY06BkNyav9fvwF5vdS2T5jq+58Z/rxf6a7rGmorDozu8+sWG3//kg7GRJ0vXVQWNkFS4/cIR\nYQbnTxu2cplNMedLVCbR9KgvnEADaYzDGctgU4lrz3CxB4PZ7Csh8Xp7J+Yr/2Z2sLoJulSyFs+o\ngC05uLXGiCWlzLe98hMFx25N+c4lpHOQsGcDjXMsby1YzlfoRXbmtykRUWxlsGpyJiLg1WLWa8pn\niUADBIKwB8RRhKiKm9u9/UcSwdjJyX9i8r6Pk5JRAxZv1BiVzEaasVl2NKi1Y8jzlIYwxTohMnbq\nBkztWfeRn/riCSEesDnb4a88XR+IfceD8AlpCLTt6KEYEsEnBgZCH4ghcL7ZEgdPGAK//d67P8Cq\n9ydzfFagNdz4+eKtt966BVwAd/6/36TPx2cdyUNP5t2NKiendaabq0S7jfirRJJIKYk2ZtO77xdH\n9heBFCO2MlR1zjZsmlwGiTFkJgKlqnN7bzbcTLhCaK9iLtOoMIw3U4z5JhVymbEfIsPC4LrsP1XP\nXO6Q7HOH5OaZx6eBfudzZp5YokSc5O91ZY73IAWaDYhJFBX0TW7G1kLp+ki/i/RD1keEIVI4gysV\n67I7e4qZ+QlDZrqiTxiENoxPYgNsH22hD7hK6JvE7iriHBAN1sHsUNieweAT26uebuOZHyiBgSAe\nxmNQ9MK90xe5dfce7fyS82LLsl4xd4eorbLnkbOoKMvVmqHtMEWBUUNdzFgvF7hBRg2W4ExJNa9p\nniViFNTl+AsYW/B1pP1lnDTV7EsI+ck0EpLPeX1JiDEQek9/2eb1x5WkZFC1Wb+lkkmpkMaImAy0\nUorAkBcjCVTOEFNBu93iu3N8HykXJcvjXFKoq5KuSXTpkhDPSSlQpGOSCklt7lQSHTu2xol9cqi+\nkR0yLXokWKwXXJyXRLockaIW45SYBhI9QiIFSH5gCELTWZ4+7VHTY0PKACJGksD6ZYcrS5QZi1qI\nr7Z89x1Pge73O4lBJLeBaekobA3JIKKoHSOCxIzaFRl9pkxezCWfwzSWpkQNq+UaYxwqwvH9Qx48\nWBD8kH2/jEFNBcmOAFNRtXnRHLM3p84ulBxjIgZTFExBwYJgTMX8YMFsUXGlHkQwlR0Dg2UPrtLY\n3XZdUBt/HnMHAaZw4fEMfFofLxPfM31g+hSLtX8J9s0Q1s44vH0wmpeOlqnWosZCzOHpq+Wcwjq+\nUzzlUZs1YZgiywz8np664X91XW5LTNfS9ZdPLhH5iZHrUt0Ng9Wb41MSern205RRGG6txaoFyZoq\nYxVbWqqywPUWQp+Bmc3f7QpDWbp8cWtmj9uLgaEbIOUUyiCCGMOyXoHpaGUL6NhpWCCSNzaHcZVj\nh+MIMsdy4B4Lj8d731K674Cdztt0buS6TDweU5kOGDdYywhRExoj7XnPk4/O2TaPR1sSz+5siw+e\nfvA0zS6nHPiQG4dCrnzEEHMD1chKDnEgpkBMnmSb//dJ+BEbnxVo/d/AV4FfAf4B8LeAHZ82MP18\n/P88vEI5y6Gy3idmK8BkkiKR3WS7nVAdWy53Yw1fpz7kPOGGMLbdRFgcWqqVQS20jacfQu6wI+wj\nVZIkjIOA4oOipZJ8fqraNQHfJ/AJWwldFwkduJiRQLXMi0fpCsxBZPN0YPNoBxZ8F7ASURNom4Rv\nlfkqZ+ch2R0+4Rm2AU0QfO5ewcbs+r6LSMjC2Ej2qXEuknrLwe2S2CU6AqYABkFcDrVN5ADboY3E\nZztcoRgrlAfK7rEnNIlqnieiHOeSBcTNNkIX8N0uH74hjq3hglVDaZbU1QJTKs4WOOewFBRVneNe\nNFsDrA+XPH18ialcnsTFYk2FlYTR7I1TupqDWyu2z0CjYK3uBb9w/ZCa18SxPDG+GEOgvRyIfsAP\nflygIoNPzI6VMCjFwrA7B+LY1QRAyDS/92jqMTEiPtE3QkyRZunZ+IA3gaa55P3f/AbgeO4r95kf\n3qFtRk1RCoibEYerDAqtRSQDCZWYQSJpZEWmqI4MKsZHdpKO+5US65M5Dz+qCbqFkXEienbPtmwu\nOojZcLYfPLYUFgvHcz9VYKnpzJqvfS1f1wIcv16hpiYkQ9pZlhUs/lXHt35lxu5iQwged6BYdYit\nmB8uEex+xVI75THqnuPJgS5jOUo0Ay0/gq4kFEVBSlnfc3xnRWkWdGlDwgIFRVXlhVOn31cY7RYm\nIXKMCS0M84OKEBKHtxY44/bt/4qhquYsj+ZsL7eICK7M5royslR7TdV0/dxggBhZkWnh3f/vNAGm\nCbjcYLrGD7sJcCZmaw9mRFHrWKyWOGMZUga86hwmOYSsbyqrGau6Yl7N4TL/vrEOI+Zaw665uy+Q\n9uxLHIHXdfcg1+CBvNEZQ6SxXDltM/t9n8xbc5TP1ME3HhvN8gijOedQx3vEiOKcobAmg/QxsNqO\n4JsklKVBbe42NWrwXWToYu6y1DLnUGrFoj5ESiVZwA1opZR1zXpZo4Xh1gtLjgr2HmhALs2N8/nN\nau907K/PVT4/8caBifuS6vQQlq6PFaPR7/gZ6pRh4/nknz3lWfjumGoQ6LqWkAIxxdy0krL+dhh6\nfJjAVcJ7j6ijsHO6Vrh8uuOq2fDRowt+1MdnBVp/jet2jf8M+BvAEvj3fgjb9Pn4rMNGbJmfmK0T\nNruGslRckRAGBEM5i7RtYnVYIw76TaC52JJ8foIpC4dRy3xVUK4NfkgQIIWIU8nxJQpDl93ekyqa\nYF4q1Z2Cq6uIc8JsKZxfCGWhmFq5fLrBoJRLS7RgOoMVh3GCVoHmPGG9pZhHvI84lzB9XlB9G6kP\nKto+0m08zZOBapbNH72PbJ722Y04CatFiS8juysywJlZyoVlfdtxee4JfcQlixSC8WRxuBN6D6qJ\nqnIA6CIRB0+78Vn4uipQqwwxIH3EzYSmgdCODFIw4BJRHIsDx7BJDN2Owih3TlZYrXMrf7mkPjzB\nlTMKY3n1zefovyHYqkLVcnhyyvA4Ml8cY9RQaMXdo+fR6DFagcCt5SGHX6i5feeMzcfgDhVNedJO\nEx7xmfY3KeGHgWSVkDy+i9QHc2KoaM49onE8dlMkEFgjRO9JuwE2Hh+Ei8sd7//OBzS7jyjSAa/9\nwpdY3TlCkkO7kvtfOGF9dMDF0yuGouWifUBRzwlyiySWELMXVkywPH2JRw96CFvUGRAPaYuEQOwK\nUp9om4HYJ3YXCTNPPPrgfL8ACg3bJzuS85RYNMxpN08IEdy8pjpcUC1Lbr2y5uJxXjmXp47zpx1E\nT2EOKUzBG2+e8Jv/8B1i7FA1VMs5RmtQlzVZfsban/IX/9or/OE/eY9vv/dNkukol4dU5YK6mmUX\ncHL4s6VDxWbQnKmUMY7FjN1qCWMzzWiM4KOC5BI8SVgd3eLlL73CN74ZYfiIcjbn+PQgd56JgJrx\n+0YgMLbKq4Czhtmspu0idT3HSO6KFQTUMStPefn1ezz53XPQkvUh+foQswfhmv45QCnlhInJ/T3t\nX8oL+Z7dQXKnmuoITj5VYLweeq1/MqoIJcX6NjO3ZBO3JEm4qmZWe3yzZRBQLVkerDg+XmOeZGBY\nFBYJJd7LmAlJFseHRNDMfieyjc2kOfo+zJe3c2S29oBRr4FJBNTcMHLdNwNcH/MQIkVZcHTwClEG\njBFO6yOODte8+AXDyq+oytz5PV9UFAJHr674d/7Tn+cvhtdz7CQJ0yh3//odHj97g/NmR1EVHN2q\nOVrNGa4CDx+c8/63n/Jk8yRr5kSo1DOvaowtsNmVNe+v5MpFJD+M6LiPe9A4UVlT2TdFYtLRDzFf\nV5O1a5z8Lqa3jkyziBB9gqripa88x2/9zV/nIl7QDB1XbchAKkSiGH7uZ+/w7u+c8w9/4122zSU+\ntiQNJFPw4osv8+//J2/xs+sf4//4W9/it3/rN/nWxSd/jMXvT9b4rIalH9/4+SnwH/zQtujz8ZmH\nraEsDYsTZdd4tjuPT0p/HlAChTW0PZgIq4OCEBNl6WiumqxTQTi+M8PVRRaNp5TdtB1EyzTDM5Wo\n+t7nkNcgOKuotVQzi2ik6wKutFlcHcf28BTom0TshRdem2ErS9d4dmcDoYXlgdKP2nyV7CDcD5Ew\ngIohksNa01jm2F3msl/SlLcjJjQmYgtWlVmlLE4sWhkefdyiIT+R1XPwKaKag4jFSM4ndEJVwtCD\n93mS9a3BlUIYAs4JtjT0FxHXKGWhdF1LvVa2V4nQJl75uZqitvheeO93WlanhtWpBTFZrCwOU8xB\nHIhQFzU6E4zJ/jMHqwX98UBZLxHAJGU9n9H1A0ieAIf0CCkEO8TMhtipSDTNnbkkJir4IaFWSOMC\nh2ZBeB9y07iE7D0loqQUskO5FzQlxBgW9wy+FewqMthshmo0EJMSg7k25hwFzCJKaeckilzi0LGE\nJR4QUhioVgbzxGaAERP9+YD2PTFZ2quIKZVy4TAC1cJydLDi9KU1YsfgY6lpbhf07cDqvnKx23D1\ne2ek/ip/pyuJySLJIkTCVN9KSkqGSeysYhC1qASMGowb42xGikbJ4Nsaw90Xlnzy3QWDiVhnEJOI\nqaVtO3wKkCLnT5Xg51kvJyknHHtDIRU5y1nBVtk4OIUc68JN0bXj5O6SD767wCTDvLaU9rrUaIyO\nfkkjByGAJowTbGEwMnbfXbuO7jk1Z0pWh0tENJeqTRhd1a+rR/vrZ19OGwVNOt37eZ6ZYm72zNYN\nxmQfY8T0Xq5/UdiDrEmUnRKZBZzc9FUQpzib/bOCgBrNDR6VHa1rx85QQDSN5Tuz73YUyeJ3GTP3\n0uiofk1ljRu2P043OutGUKZjeXHf9Mg12NIJbGkiSqRYCL/0V15HJWIk0V0E5nPLz/xpQ59qQhjy\nHBgSfvOMi6s8F7rgSTGnArRtT+cHrPXUNkLs2Dzq2T44Z3MxsNt1tM2OsA34GPFRqNfZYHjqMNR9\nhtC47RPrOQGrSR8njPYN05jOSf7XTX8vSZPeKwPTHKWWj1MYz+P8aEZRH9KebWh9okvZ/iWlSHCO\nw3tH1HXCk6UtcZxnkgYCueN5cTTn3p0TLIf76+tHefwgPlrPAT9NZrL24+233/5cDP8vaXRXnt71\nsBCePuqZVwaMzU8lUVBnMCELmm0hlEYpasOj98durNowWxeY0pIiuew3lmh8Pzlx5yfWnJ+W86xU\nFZkJhYFZZRnw9ENkfVix2/QMzdh5BQxtvtl9n+iCZ/Okp15mb61HH8TMeIWsmUKzm71RQYpAf+7x\nfcASSKlAbSK02Yw1+Pzk3TcBUUvpoB88w6BjWGwAzcG8Q5cDf8WSdRk+oTlfmt0mYBwkFWKfdRWa\noOmGnGVmDFobpBaKg8TldwL+WUBFqIxSSovrHIulY35UY0sBb7E2a3iMMczmy5xDJ8pytqQ4zKUQ\nUWG9XGBftdR1TUw9MWwxdkB9hZAXjW/844dU8wLWBtJ8LCtN4bjjLBvi3uYjL2D5GhFJxNAT+oEU\nNkR/TgpALIitIQ6R3VPB1YYQLVaFEIXlTKgO1uwuaxhLfbmqkBeXfXkmgZMKTO5QJAXi0JJ8ZGiV\n2CVmRYkkhw8RSsvsuMz7ozlgWTD7UrCxlhQcJlkIiibNmq4UIGbmaH54SDlfYcoeU7qs79kL5/MC\nNDFKjJqvDEAMiEOkzwDUZtE8dKQYCCnR9wNdP1Cte+pKAYd1iqREdzHQnGWPp0RkFRP+ModPx5C/\nyxVCXbSoesQIbr7DlS67+F/X0EabDsPqeM58tsSIo6oDqmbPzKjR8X6M14upGSgcLCpLZTpwHZXb\nkZc1RlCpII56sUIpWMwrHJaizNfgja3IP8d8HU2L7fgx+3flB63JI+xGOVHZAxqBvW7oenxqaR+3\njRG0mLz4C4gqrrakTX6wELKezRV2xAmZjck6wczQVHWNlR0ihpiygD3fDqPRZrr++rRXb11v0V7K\nnwTSwLh5jBrzT2/3CEwSPWlo6Hc7at8TYyTGAUkDzWU2Pva+o2k7hj7gh8RuMxC9x8fAxVWXzZF9\n1j76EBiGQLfx+07K6BP9MBBCIKaeaiZEsURrMSnRDjuGaT/G/dx7hOn1Du7Linsma3TmmiqDE2oe\nhwrZY298wx6XTh+mdhTPZznD0e1bfPfJE2Jq8/EbNyJapT5YcXSSIOa1IyTGBpzccBHTHUxpuf3C\nCsfy5sX2Izs+q4/Wf0y2eDgja7Omkfi86/Bf2kjAZteQHii+9bCs2W3yBV+XQjkXMIqtoe/ACVgH\nrrKUyXF8p0AtBD9kMDRqqXwbaLaeKJlNKkpL34+B0qJjd1gOUK4qASv4i+yoPgyRvvGEmCcpI1mE\nnoLmENWUuHzoKZaZWeqa0c3aJrrOY0xBsbT0baBvPCl61I0GhAoxTBqTPCkolnpZQpm4/F5gdxYw\nTSR2CXV5sU0jAxG7NFV4kJDoQp6EwpABpZg8XU+MXBZE57buIUW6s0CKQhhizl2WxHffaVgvI7de\n87z04zOMFw6LEkkGI4qgzJdLrGbgtFqsifdAJZcslytHURskWfrU8smHjwmbHScvvTxqamB+smB+\nbLlqA2zJuo9pASQRY0fXXdEN2c3cjoCDFJAUaS57tpc9T599zNNvfxstDpmfHmFMgTs29LtEUpP3\nLY0RIcZxcLLm/MECjSaf+xjJdWWIscH7WXaCNha1FSkqfpPYGY8XRbvEfFVw8sJtvvPeY/qrc7Iz\np6MfDM46Usxln5AdFrFRcwjttOBpzsoDJSYFLKujBUUxJ3CWy3SiTE7WiSwOzkEukUjI2yzZlLas\nCvq+ya3qsafbXEK0xC5BUoYEs94w9J6qKEgSAUOKlnpdcu/VBYOHKJ5XX7nNfF5noTLZKgMRUhsI\nPjD4fG2lsYSaRj+qiXATVYqq5vj2AfZ7jrJKiGQAPv1JMYPoFANDvGLTvk91sOWw7tmeb9hcdnDV\nEE9uAey1VaBU5YrS1pzcHhgQ5iuL3oQRMgGJT4OL/eeMk4x86tWRf7gJSNL1mj15Mu0/U6/fPAWL\nq4I1FhuVKGR7DOMQdZn5k1wSs6XLAn5RCOO1iSMlePW15xk+KDi/FBoEleKGKSf7mLD9dqRpUz8N\nuGBvDs9kcDC9eeK/pu7G7mLDxcPHNN05l5sr/BAY2kDTeyQmYsodt13r8T4RKegHS4gtMeamn5gC\nUSIShH5o8GnAzLOfnYhlVdRcNle0u57+sqELPYO3FLPbdFvPd9+/4snQ8eM/ee0An2S89id0JJ/e\n50//gxEhw3Xczg0WC/Z+XJNPGIDTiV3Obzy6t0a+VhPlWWb9dMTroriyZrnO4DeGa9sIVUhEvpRy\nNWSxrrHyvc8ZrRvjvwT+0ttvv/1//jA35vPxg43d+UBjsplfVRX4Tjk+dfR9rpcPTWJRCeXScn4l\nXDzrOD/vKCVhXWB72ROsyd1jEYx6hhi5uhpYzSwhwhATzS7inFLOodlFiJoX85nShIE0+Oy745Tl\nLWXwgt/liWC2VKw4goFw5SlUKA8cospQRXaPW9QEaDMjEIKnv0wMI1PjZkq3S8Td5LYM1hTQZb+f\n2UlBDELhlPqwRrpAaZUwy54vzd79POCMUpaGrvNjB6bg+0jqhOfemHGVhMuPt9m0ta6Jw0BR5Em/\nqpV2o8znlsWpo1wqu4sIXeK8izTfCDz3fAHJkDaKKwpMkRfNe6+dUFQ1UQLf+72HHN0+wthcxnl8\n+T70M1YHR1jm3HvhPkKk781+Ivzim2/gi47mO48ZkscWOra6CyFGtumCd77+Dc7f/5jZwSHr54/4\n+j/6Q4p6xvz0lHq1oI0NZ48i77/7CfdeW3K4qvA7g8SU8w2Hgdg0pEYJrSD9nJdePeTjbx3hry7R\nssEPFZosR0cF9WyFMQ6ixwjMD56nXLSUxweorakKR/ABYsnx4YIv/+mGr/1ay+JkQRKbXf4JhOgp\nTPY6kxRQIpJaQmiyHikoSSPJN0jsMXhu3yl5+UvHvPfOA6wNXHx8SfMENmcFwzbhSugbSyCBiUQH\nQS2hH3jxtYp3fv0Z1iWilthyRWHmyNJiBI7Xa154+QRR+OKfiVyd7/jOxw/GIHPLbLXi8nHA9x0m\nLJCuzDdjumZNrDOUlY4lMMOw62h3DSl5kmYmVscSmSsWfOUXX+fr3/g6Ll0RQoWSJQEG3Re6InC1\n2/H3f+VbBIXFqeXbX3tADJblccXhSGcYHRlhUcrygC9/6Uv8xm99jfPNY8LIPFyzOiPokCz8vu4Y\nHJmSeOM9Y1vrWIBGo0xOCWP3ouyZrukPZJMMRnG/isE40JT46r/xJp3fElPAmAOq1NDGhhgjc1ui\nQ+DHf/Y2X/jyLxFjgAg//WrN2eWWaCJvPHeXn/l3n+f88oJ3v33O3Myz5QEle/+LG4DpupopY7Pd\n9euEKXIoM1cxjVq0BMEHks0sTggWVXjn/3rId3bfZgiJKMpLb655+E87zuI5u24garZC+fmv/hhv\nnrzIP/gf3+HXvvbrXMQdXTtwNSj/0b/1C7z9v3/IB9vv0vqGZIToKv7rv/Hn+O//829yGZ7lLkwF\nLUr+3C/NCe2cNgmXoSaFbJtjYm5tDCn3OU21z2mfRfLhiOORiEChN7oyZYySTiBp9CEbD1audOfz\nbMqxRXN0Lj2+f8xydch28wTxOVpbJBKCwRQVt1+8RJ2lMIKPiSC5G3SIPeZLA04th88vScsj5Oxm\n8flHc3xWoGWAv/fD3JDPxx9vqFU0WubrgjZFPnmvwTihXChD0bNplOQLtDL0faILkbZPsPNYmygX\nht5nxqfpIkPMXX+1GlyVmSSdKW0bSBsIHuqF4CqlnOWFYGjBuKyx2m0TvsugS21m0jC5axEjSGHA\nkAOIfX5STyObkVeJRNsP2MKQSPgBxI7boYkUE0enBUPIWqXYZ3uYYZdYnjhEDHTQtIFum5kFjYk0\nQFELs5VheBapV0pRwdmHETtXts8GfMqdQlrkLEfVbHEQQkd4ongPdWG5dctRloa2jgSF0CWGpkeD\nYJLBRMU6JUliSC27p5fM5jUxKXd+SinFjC7fwqI8pY8Gow5DzlhMGvF+QMhO0JNxY4jTwjiWb1LW\nts3Mghe+cMzu8QVaFHS7QOq2RDVZSEvCJOHgaE5SmzsrJTH0uVxWlInQR2StWKu4U2E+K1i4gtf/\n1C0++A1PpMZISQgCkgNj08RUINSzBVpkdiq3jMMk+THJcHJ7gXUzjBMyKzagXgh+IKTAbtOjyePV\noI2lkFkGAFZR49k8vhqDoAeadkf3pCO2CbdQTp63zI7cyIQIfQeSDM446rVShANcKrB4nnv9Ft/+\n+gUiA65wiDhiUpzJwFXUYoxFND+BlyaxmC+wdqDZ5bI5KWdFylR6GgnGqSwmI5M51XImzYwgyB7o\nTDoZRUw2NH3y7XM8gSxyzr+jaSzpJKUoVnhKhhDoese2E0LwyDabDie5oU0awc1zrxyy+r0VF/Y8\ne02N370PG2aqsl0zWDCyGjeYhskXatJkyfVuj7/z/UL4ax3QdWUoggRCbDitFvi+IkafQ5K9owiK\nHwLbx8/Y+uxXd3W5oW9zKW33tCH0nhADf/ToA0LwtG3PrvPIaH1h99RM4rp/a79JN8phE9gYgde+\npHa9T4ncbKIJRA1aFFTLA46fP+QP/qjLlgWi2NUtDrdD/MsAACAASURBVG6VPH2wo4vdaLOSdZLV\nfM7x0SFtMPiYG3gQ5ej0AMN6H1iPySCmWNQQy732cm9BMQU/G1gvGEu5MnZ0yggM9VMlUxkvz5vn\n5TqPM78v3rD7ue4YHX+RyUkk+/OpXF801lqqukRbC10+rkOYmLX/h703ibUtyc7zvhURuzvNbV//\nsmU2VcVksahiJU2xEZmiJduyLXsgWIAHtDyRpwY8MKCJAQ8MeOapYVm2AMGAYFsDC6BMSkayEVVF\nssgik9WwumxeZr6Xr7nt6XYTjQcr9jn3pQGxSJAWWcwAMu99556zz469Y0f88a9//UswVaHA1+zG\nmhUdVyF5UgTrhMle+THG9Puzfa9A6x8A/znwP/8pnssn7Y/YJKf5C0IYhBCBOtH1ERths0pMKvWt\nqkS4drem6wvOfMJGoZppunS39IhRcOJKoTACTtNynSs0Eycloo8UJWzOYbavNgPeRz0Hp2FJm8D7\npMLj8aHLFtLGqUag2jdcngdipzvJmLUFpRP6QfdjKY7yicR0XxmQMASlrwdhMncaUmwTsRaGZUIG\ntYGIOczpnFHxqYCrBFckiioxDBEW0F8aQhSMhdVyUA1XVPFrjIGoUTIVoAZlLIxEYhdYLT2DjzTz\niukMLrz6a9VTQ4nW8iIvt82BumCbZJmWN0ihhsxWzA9mXIaAYJWlMpZkApiwZbR0skrZcTwv9gYw\n2YddSixTXF0j1tC1A303QAoYE+jWA916wHpLDIZhE2nPtb96X9VJ3eA0CyIJzlU4W3A4u8H9yQlR\nLAmdyI1V76iURqAFx7enLBedgmYJ2UDU6wIWO5qJMD0o8WvP6lGHGKjmavJZ1HD8nCV4KCi4cavm\n+G61db6PIWJqQwyOfQvtpqK6PeWdt8GYkqKcYfpDQhzUQyxpUd9CSjXcTI6ULEmEvflNjm9dcHFy\nhjWap2eNuuyPxpRijAIpVcfjKCgMdAQFS9t0f8gcSWYQnkIVV8JVO8hi2DmNq6ZMECyHN/dI756g\nef3kVYktUEkiWDOhsFPa4ZLlKQzB0IeO4bzHiN1mBCI7AfpkPmE2mVKs3Dajjvz9Y7KgJL3/I4GR\ncj/GINp4vlr3coSMVzMQzU4rFMe+aihraw8gCfAM6yVn7z1ieXlJ33mGztP2PV7UzHIYPIulJw09\nPg70tPigHnDrdk1IUUP6A/RDyxA9HYYgUekAM37fx5Dk1XaFzELG4sljSHF79pkcUrCjpKtBigk3\nnh9I39CyN1EEKRoOr1XYDy5JLLZgTkRwZcX8YKbh6XzNh0Jo9iZUMkHEAapFi9ygqEscFUh2zd+G\nP0fUpOE8McpyFpVuNHe2LGPTuzcCqqsB06uXI1396VIeE7sRq93flecaM1LFOYqmQM53etGURg1W\n4ou/oPNDyhsFM2pK4136zQDTiLEXKh9IHwPE34ftewVa/z3wG2+88cZ/CTy4+oc333zzr/+Jn9Un\n7XtqL72+z8HhBHGGy4WnrGs2XeL0/hq/7ug2KtLtU0811clJLFy/2+A3UBYWbzzLCDFEakGF4mKI\nJvHkZGA+18KkQ0r4TcIEw/GdEltKFnZC4Ry2hg/uLSi84ehag28H4jpQXzcsniTOz1qquqSaGNbn\ngxqWGmEQoUjK2EhMTBtDHw2zGzWrCw82kjZJDTRNInlhaCMbv0EiHF2bsLhQT6izD9fMpg4jwnRe\n4Z2lbz0XpyuGTaDthfZxou2hNxFxgSSREDUkkFoNUYSsG7r2woRoCtYXPdEPSIA2eu5/2NEcW8y+\n5fzdBQyRvZnD34w8fm/J4c0DqNeQrlHYCeZwhqGkMIbD69dZnA9gJGuRJhh6FT7bK1vuXLBWFw4N\nESafmN1OOOe22X+YRMQztJGwbpXRKBy+KDES6ZYdZV3QTCI36kNSdYg7rBFbkeqCoR2IQUsX0QOl\nGn5iNJRwfH1O4Rz0HmKP7yLdZUl3ucHVSUMYNvHiZ36Ad78OZRWwNlBakDpifETKgakx3H1ln5MP\nWg5uHTE7bmgvA6ay9KuIM4YQAymWVPYQ6/e0BI81RDthKEo8ATHCbBopm5tMj+4hZYOxFT45hhgo\nGHVmicIakhiiMUTRsiZHkzv86E92fOmfB2yh3kZZPAJAUWgtSZP1cVa03qfx4IqIpB5rPIGOmC7x\nsc8ALdsLJEEXTqsZmGIZ09lSSNuCzEnUYlTBnur46rrGD8Uos9HQ1ZCQDPokCJaKFGGIkbqpadce\nV1SUdgJJN12jdkfBUUG9V1FcVBxca7Bit8ff4jJgHE4jC7n10YpjUWmQmB2XcsZyImupsqGrHmxU\nPLEFNMns2KWh82yGC770u7/H0GqR8Xpm+PC9M/wQ6Izj3/lbP8RHv5P4zgfv8mixJLmC/aMpv/JP\nv8ImrgkWfv7vvs6v/OMPuPf4EYMrePUnP08mUHLyhF4H9R/Tzdvot5UE3Ig+hJ32KOmGMhONeVPh\ncK5gZCZdVRGbG1hTE2UgxYCpa47uHDL52tucDJqymVLCOiirhsNbB1RSswjqdxhMotqvObw+I62t\nAo0EMwMYR+mmet3RMlDEmVo2aKHELZMcczKCkDApach4ZFFhV9tRUt4OkEOD2sZMzpgHwVXh/6i7\nEwFXCiFETGFwzpJioigcdX2OFUvIm0YjRg2rQ8Jld/0xeSFbnPHT/17g/v0l1w48jy4MtnSfMFpX\n2j9CK6P8Ak+L4T9p/wbb8olnr06Uc0OJozJCssKNZ2q6lWXzsEWsYArAJgqTQ3lIzroTbDJMjGGV\nIiEkfNDyLA59rrs+qBt5aZAS8IkYhL5PpC7iCgMh0l8mamfZO3aUZcH5ekAK6JaJ5BNVLcwPhdAm\nVpcB5yyUSY8ZhaKy+E2gKA1SJNqzsFWptm0ghES0AZuExVTd3H2bKM5aeh/pFmBdYrjUjKU2BJgK\nIUB95BjWA6HPZUZEsyBdgKIyhAEIwuAl11AUmpmjLkv2b9c8MJZunR2O20AKYINqsbpWLRnCILSb\nwLAKqqGKuoBaY0lYxjiKyC6cJBhNONj+G+2zBSNhm1ZOnsBSFLwXrMleSInMKikYOHt0zvzOPofz\nm9iDu/TnHaauVXgvESc1xt7AWt0xm5StGtCakSSPjRbjDcsnHY1LRAYIhrhODGagnJY0BwW2KZRB\njSBWmDcVh0fXkLIjxjGNH0ysKDjCWs/tZwoWJ/cguZw6LtufGJ2ME4Ixmn02ZlNpiEQX6nGfbqlw\nboK1JYjFWg2vOWvwIWjhagmM7uVbTbYxOFdRFhViPGLWGDuAV/PJMPQZaFtlwkBpmjjQnl1wNvSc\n3Y+0bUc6KZhMKgoD07mGyq0J1PMSW6h9RLNniV4ZNWDrS6QaodEHSUhYrHPEmNmDpLc+Rq1gMDIT\n5azEXyaSU/uMUftk8oKmX0K+r7nnRoXmVVkh5CLGouzoVp8FWwH81ejb6Ek1fv92Ad+yZkC5o4hS\nyvUKRzYvf1DHt8PafQ5uP895+1sMXaJNwq3pdTbDY1rf0xKpm+vcfeWYr37nHfoQGSQyd9dok2ed\nAiFGrj9zg2nxEGssbcqCeQwYs2OixpNmO5DYcVYjsIy7Dm//v+0Ogrni+C9aYaKcIKZQ8JazdIqy\npCwKrlwU1SgmQcoCVxaw0esTh6Bu8sYRh0jIOql4mF2sUsG4NMekiSoxCYUYjLSIzPQ5GVmu8SvT\nx1i5UWuXQ7vKfo99F8AzjhIdkR836sj3bcxujKorjERE4H2j9i42s29sq1TsYew6H2+b/pyfc8vB\nQY0VwRmDzdf3+719r0DrZ4Fn33zzzbM/xXP5pP0RmyTh0f0NzXygmZcszldYY7SY89QR5hWShJAi\nxqsvj7MCMqh2xwW6S69Gc23Kom+h2wxcXgQ1YNwY6pmlrgyxUA3PZKb1DsUnJhNH30Xado1fRMyh\n8PjRQLcISAhUM4srhGETePTOCvGBZtbg6pKu73EoDe5qwXvDahUpRPBWvVesE+zE4pdedZt58q/2\nS0iBodUdawiBNCRsbbFoKZp+4/ExkSZR6/Ylo+WBhoizgisFG5yyOFF1TMEDwTCbTiichcvI0Y2a\n1YWhW0XW7YbVqme97CEJ06nFVo5lGym6DZNmztHxgfr8GPVpGj1sxI67StjuHNmxDzoZjcqRHfgy\nRtRgNoAPOrmNK4LOsYaiqPDUhCBUYvnsT97mG//yFDGOGDwkT0qB60c1RSkgHkuiYmAIkdAra9j5\nQGOEwxsVjoL1IlDVM2Y3Gi2DMpTUTU1ZVcQIfq372cZBXRd4iYQYCaJMqAqoASyHe1NscUWTIeQy\nKjm+lHRnLiYhSYOZkpJO9Bl0q0RKUUhZlRRWKGxCZMDZQS0mwgB4YvD4XuhaD6ZUFiAqI7V/VODP\nB5aLDdEPxKDgNZwGJsEjJmDKgJtZZfjEYCaOy94jB5a5LXj1C9eoXEXykW4TCCGwueiJQ4EZDBLh\n/IPA/LogxeiJlcdwzipElIUS4yjrgjDYK+EvXSTjaFkQE9XEEkUIJELU8FHMA0mTUSUzW5pFmwZ0\nPiiK7N2WT2FHMm1ZLOKV9TqNlgaZlTDjG9MOZGXKKuXVXMihJ+WR8hyVv8Lk0KSxNJMZMTmiDURv\nKKoJxILIQDKCswUHtxyNKXWTYYSftg3/QrI5aqqYTRpmObvXONkCIhK7TctTk+WVfMIrgEvySeoz\nqJugUdekzJa+L2bblJSgKHTjtDULzcdfRvMUyPGDWuS44kMKdSpVLVMf8/NtiQJRM5G0GLqoz5hE\nm88pciRmZzoqWnNR73ClgCnJVsf1VLA3beFvDoXGzLzqDQ/j5LMdBE/n/6lUwmz1YsbmTZ/PbNt7\nel47eKZWJDcB6zSOm2KfGcMEqSEguKLYbi6tHTWM39/tewVa77HLgv2k/Rlp5cEl1eQ2hMRy3XN5\ntqbAsXdckKzj2s2KeloQTeL0SaDvPTYbiZa1Yb30iE+4QlmnwQvEhC0t5aC77Pl1R0iJrgvIEMEm\nuspRlglXOZ487vBhIA4DQ4o8fNszPSiZ3ppw8bij75RVGLqgEorkOHqmoQ8J6w3LRSIOkSFCuxV6\nCOIsSYwCIGA2q5geVUgjbM4CVVRT0JuvzDg79QyPz4hDpEs9aZaFx5JU6/HQQ1KgGX2krA0uWSZ1\nhTmesjhf4Tde9QVDT1EmDl+cEobI5Xlgf88Qa6gl4DuhX1ri4LEmMZs5rt1uaIfE6izw0jNTjm9O\nKcoil+owSqU7XQhiSroLtMpkEC0S1VdIZDcJbi4sk0meyC25hmNCLFnztg0GkBJYGmbHd5C4xq8j\nN67f5gdetfg2EBcdoR8QE3nu5WNi0eOcJcTEICpAmV3XsiLdZpS/1hgpmc4q7r72DD4mTQYIo95M\nCMES6bagIKCWHRrqjeBBJGjNTFLWQ0GIa/rOEX3AREvsE36d8MseQsn5hxa8Zu/Z0kBa0V5u6Pqk\nehlRxuqZ5yY8+HDg5Mkl04kuJN4YilJrAIqF5IXJ3gSHmukOl555POLVHxI+fLygKfYhGYwpcLbh\n7p0j7jx/Q0GKDyxO15jSk3yBM1MwFakCRCjCFJNKAGYTIEVmTaKqa72/VkNC7WLDMLRacgi1n7CA\nOIOrFIhX5R63f+AGD7+rTJUrlMUc62sryxWUgPEChZBiNoOjRMRqUeDMDmL02qXWsX97j4PVMZNm\nDNOMoTIVz1vsVclS/m8sV8OWFBqBly6oeZGVK2CKtFWVj0BFa3EKhXPEoMDFuIqYGqg6EkJRNxSm\nUEsGC0VZUlc18/kUs1YvvOY/nGD/9wZnW7wYmmaPa3f2ke96oit3RakzyzvqxkZ8eLUf2n0FFWm7\nqgniRr3RaEgg2EJDgSAUVcnQRWQbGo7KpGbButZsVjBmC+H04UAXeh6eqiu+xn89MRaa3GPfI0a9\nV6MFSAyqgQxR9aUJQ7im3xGBdUhYmyBGJvPxuisrHkZ4m3bdRXbd3/JWY1INsgsfJpB45b0Z+1gr\neaMBBqcMvQOxZ3rOoN5aYQSAEdMkqsJQOMEUgtOK1kiNRkIkEVOBuE7LDaUnf+ha9+e9/VE0Wv/w\njTfe+G+Bj67+4c033/z+98//M9rea+FFpyG2oQ+6w42R9WVicmToN7ogYQ17RwWbZWR5v6coQQLE\nYEhhQJyKu03OfDGlRUyBrRWchNYznTkCQrvUBG8/BJxJUFiQiIlxnN9ZLwaqKmsV0MnPOQ2AzPdL\n+j7gJTD0HldYlKjKO7Hs+t7UjqoytC0MXaSYFrjSYStDc7sktYKZBEwR6UKnu8eoLEhEMwZTn5Ae\nKuvwNrFZ6zmLAVNEUhj41GcnfOMrgVgE7LPw8JuBCDR7sDo1FBNhuehYnbWEtQevi+PgVZuUjGez\n7uk3MDmoWJzEPFmOiQqMBjN601LahmoYF1zhKadEDZ99bG8ZtUZlCmhW26jVyH+XJFy7tYcRx+HB\njMNbe3S24+yDNdW1iu5EiClw6+UjPnpwSUgQU0QPSGafrmaO6S44CVRNQdwMSIikNOiMTFSNWf5+\nAxADyfdE36tqI0IcEn27AgIhDtAm2jNPioahS1SN2oAMXUIKi60q5nenFJNqGwJrzyPDGqRyYBNh\nHRjayMHhARfnHcd3GqpqAknoVh5XFBQNrC487QJSW4EpMAnqaaG2C6nkoxMPuAxMTK4xaBiLRKfR\nJnxkKRhF8Fk0f4VlSDmYo+tpDmGJIaeG5vfseBQjqj8bhcRlUbF/OOWs0AK7Ihm0mF3IdIBceUG/\nPyVLSjmJYswmy8yMtVquhySUVcX+4UwtRfLBRgn/uBiPccKUaa0r5NsuGrYdoJK7nXZ0bH58E2zH\n5UiajUkGSlwKoLYXgXwNjKUojdoTAIUzWLGUE0sELbiMxQT9dyqU9SlKy2YMjUVBZJpv18gK5+5m\n8DOe8xhK2xqZxjzuzVUuLr/f6LNnsgBMJGg1ASwJNaWNKWOoPI4k6PNU7WkmrDKTepHWG30v42uS\nP5Of/0TKZYH0PMXspg4rei3jeD8S2dJi19enzn+7FZNtf3amubvnXEakfGWsj6NVgZaGCs2Vdymo\nIo/lkAFevp75Wuyc+/Nxzchg575Yg7OWBd//7XsFWv9r/vk3+f/uD+yf8Dl90r7X9vuw/uEBYwSH\nYXpcM2wS2IKiNsQ2sl7r7DXZ18Km4dARuqDZQIVqDoaYGPqELRI+CSZGjo51lzhE8AO4SpmWyb6j\nHyKpj6Q2cnSzYNMahr4kbDrKUmiHxMXjltCDq5VCNpVmzc0PHZtuoOsGVucDzaSi2Hf03UBYdapP\nMoJIJAVhtlcxbAr2bmiWoQ8DVSl0MUKbePz+Gr9piTEgQcGVWUXqQ8vgQbxBnO69RCIxKKPU9pEh\ndZy93+GwlNcdXbtifuBwGNanvTqHV4ZHH/QMq4ANwv71ilUbGDaRJJ7luVeWpjPMbjRIb6kmlWay\njdlpJCSn66Qrj88YGtqGENnNoHLlqRJUYJqilhCyosBqDPWMS1s92cd3ESMlBSUiJWJ7ZaCyureu\na4zbEKKGhgVhFDDH6Ik+Eq1h8BswOe0yeAhegWyMBN8z+BZimf3TtCPOJFYXA7ELRKvp2zjDZpXw\nrSd2nqPbDdXEIa5k0HQpyollc95jLEyKhrqqmVRaXFmc0Ewiq2bDkGsGmr0aI4lpqrhYXEIv4EpS\nDqUlcXkZ1SLjYnZibWNKjLHMnMdKwWjBMLIgI4gdAdQYOkrjv7NFgowhP0aSZAd0YARZ470fD5dD\nwzl07JzFGFHG01rqpqQofGZhdnpCPXHdHCVTIKUyZmXlaKKlKfaeAgeI5MxQwZrEtC65c3ef5brL\nRp7pCrujIeMYUha5X2Gj2C3yY0jsqX4mtuaWW38uyWzYdnGXnNGZduajssRiGVAm12ZPOMmf3X6T\nM4Qt+B+NitOYfIexqMYzZSbKXNGNbcObecF6Cl+k7XjYRtrQviQzwo1dbDVFvUY74GAprKOTjjEb\n0IggWSIwuixMJpnuGmm/DALHMNyjdT7PDLhGw1HDg+24EcCmrMeSUcwv20ONRiKkEUTJ033dhg/z\n37cXI25/3QVanwZpINlbJP9zBE8ifNNowojZuvuTdaPP5fFhdvkRjJcyu/ubEWwJzlrY8H3fvleg\n9eKf6ll80v7Y7fBmgUWzQlaXibIwuCIy+B4MBB8ZLrUWFRbEQnVkMQ5Kn3j0tjpYp4mwWUaaRqvQ\nn130uujGxLQpaAdLjIFp6WkOKuxhYPUkcPLhQFEn+lWiLrX8T50MclhQV4bZYcFmGagKx2YdWJy0\nnF+2xKRi78XjlnqiYOjoqEasMN0zdJeJsnKEFuppJKx7pDLE6Hn0aE3beWgjlXNa+NqDqXQyCtET\nVh1xiBgEkYIwCDaX4Wkax7MvTZg9N+PR+2tMGqhtw/kiMZ1XNM2URTcQlz2LjzYUoixFKOHJgwXz\nyR7XbtWcP76k6wYefNhr7UQDd27O2DuaYSuLMZEkFoKQokGcIXql2Ec9SZKg4UAjW7YLkoK8vFhE\nga73Sj4NJmcc5unTiC7IJO7cFd7+SkeqC/rWE7uWtGrZrFd0g2ol2rMlElaIBCqXaMci2V0gBct0\nZuk7aIoGiyOmgPcWkqdyFT4F5vt7NJN92nXCON3NRrEMUQilo6gLhqDhlvnelOObh8qWpcTFux+x\nGgJu0KLYksBOShWwp0QKDmccJqnAX6zNdhgRy5hZpYtQCkv82uNqhy1s1usJ1hn1OMoLsBG707UZ\nXUT7YY2YHmsnbHfxkijKcSHIcZy8EqcUEBMQfCYhhMgakVJRh9UYny4wnlGcLRIzg7kLS+2AgmYA\nBr/gO7/0K5xedFxeHMKPPqfY1iatqpAz/+LQE9s1e1iOb9S8t1mxX1tctCpCNwYs2NKqwSSRL/6j\nX+I83OODD1bcef3zPP/CXYyUeq7Z2FTEaGgLIaRECGqJkoSnwoIaHou5ZqKG+LdAJTM7u2U9kzXW\nUVSO4JMmCJSOzYXFURHCGlNNKCpLSEYTAYxw0bY0exVBBJ80vCcCYkWfJciMoGytKKw1VI48LiKm\nTFqdwoygKV3pSz6/3K+wzdxThDQyMNZaUghESbgM4lQQbhHrSKMvzSBIuVFD1iywiyMLl+s2is2J\nCybLBhyUzlJai7eCd6pPxAiXUQFpTEHTVESzo0VawGKxxFgRJNKFyCSDq60UKncuoVnBOctEWeZx\nTslh1phB1OiRtZ2X8r0MOWxYFJrpPPrLHd2bcXh8RHt6gZgVRgzWFfzsv+8oa8NkUiHWMKuPQTwp\nJcy8oZY9HA5rYO+o5NkfOPyTWgr/TLfvtaj0e3/aJ/JJ++O1buHH4DvBR3VsxjIkyTF+aCWxerzB\nOWH/oCB59SzyXaKeW1hZmqlw0W6QzBrUtaXbeFIXGFrPZK5MQDmLbM577DrStxFjLOFSd+musNgE\npoDZUYVY6FeRuAZ7raQ68GzOtQ6eD6ossKKZgaU1OCOkHvrzxHoJaerpVil7Lhm6S8B5Yu8Rv6sx\nF30kehiGSGEFVwAxkvqEA/aPZyy7jos2YZ0K4Tcbz+qrG1Z+YFgE9o4D144bmsZxcNzw/pPAeqUJ\nAP16wFihdBaXItMmcnnZ0a88thiduIWhT4T+TFkPGTP6cmgh36+UxhlRdkz9SLXnCVNT0g1b10/U\nGkB0I0pKG1JowCkwS3kiTQLJJeojw+TIMjzUnXtROZwJiICbGYYnQtXYvCB4TdWPRr2yZAfcEIeI\nw4aCTeqyRmcXI4oxbo0tTZI8eeu/U4iZBcrLWqYXgk/EEIhGtkBLgYz+JxLB5OMm8iIxns/TYl1n\nCvZulPQhaYg86sqh5YciVsa0yIExxX3cmTumuZBwqyxPBFLEb2r65UIXI5+IYcAQSP3A6vGKodvo\n5jwIH7YVdVNijaGe6+I7Pa7oFomi1JCeKZLitS2TxXYxl5GlEOEiPuE0XrK2aTcszMhA5I8ZYRVa\n2kKzSQej2cBlUe7E0mg2sUEvfXVUE88Ng034pABqK4nfERn59/E6j/d5ZOHYsndy9a3y9Me4ousa\nDz2yXymmDHr1j8ZaZBC108hWGkIkokA7Zh8MkQx8I3nTZLbJJWQ/KYNcCbHt+jYyKmMftVRNfIq/\nUQPWMSS868+W8ApJM66v0DNGVEPHkG17LWw2o2mo9tfJuFFK25C00Qd9pyEzmtigxKJkhnqcELRv\n1uprCdgYvaAxi9+NCM7qMUem6aqQ/ykqb2TOt3MK25zAEHesoWw/pq+kDP6MM6oPjPqwHBwJr35u\nn4PzW7TBEJPHuMiLd46YTeH1v1pz9yd+lGR7SJHgPT4aKrtPyZz1+ZKQWl7/qUKL+32ft38t0Hrj\njTf+3h92gDfffPO/+5M7nU/aH7UtzzusMVgrmgq9hkkT1HwzJFxpmU4t6zqyOQ+4C9gzFlcain1D\n8IbJnsVaYXMesNltxolApYJM3yb2j9QvZXnSU5SBYRNIIbF3veTyUcSVlv1nCxaPDC5FnGgdw27V\nk1rLaqMhpRAsJsXscSPM9iy2tMRl4vzhQFHpRDBEWD9So0CXzTF9SoSo54jXQtSJqM7SSd3py0Jw\nhVL5ZTRcPyip3JS6svhHA0E6Nu3A6jse63qaQ0M5sfhVJIrDJOHyYU8aPIVT3zBTGYyFYRNhCJze\nX9NFSCGoc3nO8BpCwbtS4KzNdQoNT818Y2jA5IBVDieYvOiOa2qM5Ayf/KGUSHEOsgQ9BDtDRV3E\nUhSSU+sNZ0uMqRiCgFicKbEmZoq/JEZLCElrT0ajZqVGfyKiWUViSKgjf3QgnivnkhfiFHPgjR2z\nFgMYT9ef4aIlRoOwv70AyQ/E2JMIhOy6nZJBwqALbWgZ2jVuYpHoFMinNSm1eSE3IFpTpLA1h9d7\nHt1fkfoNcRBS1xOMZnuF1QAELh8tqUt1qrYu4GyJmxW0J9D7DcFraLkoPYYKkxpNCrEglW4EbJOI\nc09vIk0FzhgOXtYakH6IrDaqU3TJcPmkwyTBBGj8ZgAAIABJREFUJMPmwnPtpRJrq2ziOoKVzKIl\ngIJqsofxA0VyjGEja81u3ABgsK5ishcRKpwtNSu30OurEShld0YwcXjnkCfrQ6rpsBXnR5OUeflY\noGhsaTtWt/gYFU7v9gdjSGoXlrry4hUcZ8w4PtNOq5M0XGZQhkqsIDZp4eFIrhG6GBMcCVkfFTID\noxmbZDcHBfmqdxvP+WOgkI9dxisq//Gc0vi5HS7Rn5Et2zfCT7FCWRRIn1lBK9kqRbV5EbsFj0YM\nttD6nsY6LBU2FRTGYlxJSiVCicXiTKN1Q8MEG5r8TCZMKnBYfGewzmFKx3SWSznlUmIKgmD02Bp7\nsMWeV1jV7eiT/NsVQCa59+NtFJP0OjuBkLdZIXLy4CHzciAWBZfrgsFDCAPL7y75l//iXS4uO05X\nG5YXLW3b0w+edYAf+DHHT70xsDg553f/2ft89et/MTicP4zR+mt/yN8T8AnQ+jfY9vZrojFsukBa\nD1QTofeBfpOgDxgMpRX2nmuor1uGNkKRKBqDJMONZ2oSiXblufn8hPUy0F4OSCF0lwHfJkywOGso\nrMEclpx9sMGKoZmVXDxuwQdCl7h4lIiXUJSW8/OB4HvoNeTjL4RgE9EE6qakcZZ6XrJaBKQT3CTv\naGOkX3mSMSRrkNIx3Wvo+gE6jykSqQVjE75PkFO7i6B6lKETQm8oSqHqDftnc/6Lv/PjvPfojC8d\nvMOX3nqbui25PjtmemOP7z56j9KWTF9oOHu84fKywwOLiw7nEgf7FXExx4lhcMLp8pJ1GBC0dqLL\nYT/nDc99YULjZ0yqaa5FmEmZuAsbRa/b5aveMcaZ7fsVOAXNQsyTZSJSpIHCJSQIQ28oKyGnGxKz\niDiZBMkjNjIEj297iIEw9FnELlraJ3kSUUsgDS1pGIhOsFKDLbAezh60TPYTKUbCZoVftuCE4BNn\nJ2tCWOLibgvvJgIsefveH/DL/+fXuFx/SJMct+It/uv/5e8SB013n84CEU8fFthCKMKEoYNrtxs2\nC8+0aSimFaZxms1kLKkLGBtJ1lDWQgzkKgEVzaSinqi7uJTC/vGUxWWPw7F/pyQMkf1bh2pCKgnM\noBYopuLw9nVSStTzgvWyo7YzXvz0dY6OryEIftOxvFhiuo64LDioDrlzvWZ1OQCJeXMbEYs0QnHs\nchq7Yf+VXA3BGAgDm8WaEHpdh0UZ57LUbEW1DTC8/u9+nl/5v7/GIhVIUu1KUbrMtOVlXgyzvTkN\nBUSDKwusgxdftZhBAYwxVjPDUiSGyCuvfxqaPR5f/j4m+zGZpCFAyd5eZNsRk9iymSOsGNlSsWDi\nGBYDI9mKI9qnAMoO/eu4SCkx9D6Pef28cYbZ8YyLJ0uGMcsuWaJxWFthjcMPUJYVVTVD3DWaumJv\ndpOEZbAFTTFlMjmgsjMSDpccNo4EsZrBmmxRsQN/BokjELnKxiUGUhYbj0yj0scJp9c5GCQGhu4x\nm/UJf/nnnufyYo4YT2ENYXXKj/zUFJ/usl4NDNFxY77H21/5Oucn7/H5Nyo+2z9Hu/H0FHz9i9/k\nmU9v2H/+iCHMwRrqyYzVb53x2g8bNvGAVdsRkqeeNVS2QCRQxp4UB2XGTCLkTNZEJEm8mlOzY5OT\n+qlFdp5sWybPXGErx01hhJFMjTFhXU64SPm+GuGtry649oM9H3574O13v0sfOrwfuPNjh7z+6sv8\n9j+54Cvv/yZPHpyz8mtC8lBVrO68xI/Faxxfe4nnfqLnl37z63/Mle/PV/vXAq0333zzjf+/TuST\n9sdr9VQBiamEVQdFDd1GKGPEBw13lbVTvUoSjEROH6yoa8dkXqr5phPoI2UqsY1ggqfYG+hWEecS\nzVQ0rNJrkVVxhtir9sD7hO8CLoK70AfUxwjJkQY17Gz2HN0ysb9ncRV0TyzG6uzXTCqqxjB0kW61\nQRKUZYErK7CGshHEREzMkpneUUlBIBJlwBCpiwmuadj0PbFUEOQGOPQVP/TadZYnLVx6DquaW+4W\nrz57nR//2ZusbM8//idrillk6DwhBOrSUpUlF2cDfiU084r9m4cUoinwZV2yXndsNmuS1yK4MSqD\nt3zcIqHMIQB1Ch9lweN/KanFwdi2HkQjXYBS9GN2kTI+WiTcGEFCDp8gT2UzGtGQL0EIreCXUdnI\nDtqlp1sGRAxhpYWbwyYiaWB9sWFz+RHlNDA/3ofhkGrWML9ZUpQFvg9Uk4L6IDG0icmk5Mbz+8ym\ne2xOO/qu15138nSh4+3vnPJ48ZiJjUxdwUvPC/WsAOOIKfL+7y9p430e3TvBLwaOXzpm0hxSV1OG\n3pDKAhsrzOAwScGWxAaCyrTDoCV2rFG/LZ8g9JaIRfNyCpIPRONI0eKTaooMknXIJZIsIrkkyhiO\nQtlHs7MH3d650csqoMzh9m7K+J16v8claxs2Frly93PLLIJYyQhZmcb53h7Ht2asL0O2QFAtnmps\n4CoBZZ3BuIi1FxgJkA4BzfU3ttl6bsWYsLbi7ssHTH5zvmU7RiZKtq6oV7gpGfmMNBKYAIRwNZNv\nDCuyxVRsw1I6xiWzaynm7D5r8/sjUTr2j+dcbjqiFWoLk7099hvUGoNIkg37xwXP+n3qgwbDwI+8\ncUSbCqJzmHLDrVfPeParB6wjWNH7JpmZ2sGHfM1HzJFfeMq7SQCftH6Y4tWcRQvR7LyxwNOernjr\nn71P+ZmSd373MX3c8Pyn5nzwW+csZIX3ntZ7fFHxhTcmzM8MX/nF93n70X3ads3ismeJ42/9jZIv\n/9oHPNlc4lMgNFDMDvnMZw946ysP2JhOwbBJTA89t587wojBS6QffMaHV0HjKJi/wmJdYRf1Pu36\nlxHplT+nPNa3NZO0bE5KOt6uePelBNPJHCsr5ocG/x4EtOrBkGB+fUJhh63fW/RJs8klqt+h3MZY\nx3R/Sl2f8Behfa9i+E/an9G2abUws7GGw5uCGEPZGIY+4NeR+VGFqyymUqYISZy+H+kqT1k7/Noz\nbECipbaOcloyb4Q1G+KRIfjA0A6kXmeffhOxZYEpBOsstrKE3mMLw3RmoEksTyPz0jFIgXMGUwuy\nbomLkmlfUR0kVsslsRtoakdhDVXjaBctKaph6fF0D5rAetHT9V79WoKlxrA/mTEwgG1x54HPPH+L\na7dv8Wi14P3zEy4fnVG3ieduTbn14gF/8I0Fw3pgr9nnP/7r+9x51iJJS0H81A8fMH+54ovfXvFo\nfcHe3DA/Npw9qihCxfTGnGfcdVyyiBUmZoI0Aw8vl7z3rY8IfqOZNHjO3u2VNUlmaw45lgDZTlJX\n4zFpNHuMW4d1ZS7IC7GuEBEt2CqCem7tUqsUyuUJ1IphdlQxP57QHJRgLLPrBc2xJhlYY+lNTzNM\n6dZrom9p3t/wre+e0vUL5nc/4PD4Gs+8egsrL2FwuMISo7pgt12gqgpMcIi3RD8KYwwhRJZd4O1v\ntgy+pwiOo0nN4Zy8iFlIluV6w0ffeswHXz/DuoH79y548fM3OLx+nTSiicSVxU1yCDMLn9MuSUDr\n1OnrIebFQq7gEiujJwJJorJ4UcN9KhzK7I3RRWb0N+PqgoUeL4AKxePuXkrWxpgMqsYbvfudbX92\n+jU9vskhWqNVkHGuomlqrO2A0b/pKvWyA+WkxPq0450vv0ObNtx99ojD4rq+1chWu6jOEIaqrGjq\nmjAmQl5ZgbcZY+MrY0gwD8tt6PCpkOAOxMj4R4GU+u1rI2syOuEbYxnjW4tHpzz3UuTguGBIA7W5\n5JUf7Fl71ZnGTcuH375P6E85qlucCO/8aoDuITK0IJZvvvkO9771EbVdYcoSMQca4rK7a5YELYk0\ngo5t7HDXl+1rMkLInZYvxUQ5uQK0kuAmNfNnGvpJoBVY0xMPLNW1kienC7o00BtPj6FPgaPnjpgc\n1XRPAhfSsXAtS3EcvTCn/zVYW09vBoKF0gyUN0p6SQwEIpodbggMKVFmpi1AzjzeEod6vXMBinGU\nkfVfu/6nrURre48zsB7nqTHL1Bi1Bwk+alKKWGXNos43zbTGGM/0wG7HtOTnsJyWVNVkq5lLkgho\naN2HyARlMaumpmgq/iK0T4DWn/dmA74HGRL9wlNNCsrG4ArHoydrZocOosEPgWGIrBdCPZ9gTSIM\nhm4T8ZdC7CLJdNQ3aub7FcZHqjoxFJ4nDxPNxJBKoW0NzhUq+EQoC0ssHEZgvQmkFYQgzCYwvV4y\nREvXRcLlhL1yj0+9MuXRUnh/c8nF6hQ/9Li147iZ0DrYtEsqa3jpmYqPTjq6jWNyDdqlLsO1WJzN\nXjJLuDOZ8OOv3+Tm83e49+Sc+j68ddlSLHoms4pUOTa3hP5exWdeOeDJo0v+6T/8Bs1BwTCrKR9G\nbh9PuV4d8PZgOf2wY1gKblFxY2+fF5pDvvDp57BSEk3iu/ce0m5a5pOKx++vudxs0KJFhhQKbF0g\nxuVQ4AgaYJztYgwkycUEMxvSWZhulbRcSevfUQoxAy3rNHtpB0SAkDBJ61FKVAF7jIYQDIhDklOL\nhmTwg4YDY4x0yzXdccdzZcVH9za89cV7mP4jXnjpIT/42qfZK57NrMRIXch2Vh9B5LjshiFSVAX7\n12es7024Wxe8+NwEGRIpDUiqSSniPzqhFs8Ln6kxzZx7377g3pcf8cKrJ8C1vDjLx1LVt8tf3rdn\nvY9RC5BtyCOzKOqknsGYj7TtI9r2kr5fU1Y1TT1h0syIocVHT995UixURH616N942xizszJwkJh9\nm0Z9HVsxMqAM5U7cxFh9eSy4vAUh430WwYqjrCqcTTmza4uu8mfVQy3GiJGE95733n7Cpaz4K37D\nQaHcWeXY3l9jdn2oJ5ZWAuaKh9vVMTa+JldWW9kN3i34GOH9tjm243y7o5DMFFrN/kRGyxZd5R/8\n/pLz6YKPvrlgsVlz8/mKb3zxAcuhJZiGz70WOHmw4NvfesLJ5oLm9j6fuZX4tV+4RxtbfFnw2qdu\n8/985RGLkzXeTgmJHUpIdmdlcPU2XgHAV3qwbVvAIhpSi7nkzGjREgK4YsLRnX0eS4uVhiRLjDvm\n6Jrh/smCaHo1c0VF7/V8j4PjfSIlIQkBIZI4OJojsSIXfMhgXjCuhGSVCcoskY5nRb0xs3Y7tIQy\nk3l8fbxvT2HLHBZMGXBtvdLGz8sV/l2EZPPGLm8AQwgZvEWaSU2Qnnq+huw7Z6zgo2ArR93Uyuwa\nDcCGnPgSQtQkHiNUVcnvf/UToPVJ+3PQ2lOPsxpuKieGdtNzcZKYNI5bz00oCgcWho2At+zNwEwd\nfim0DwLtKjArCo6mJUfXZ3gpCUvD3EyJocJvevYmFau0wETDjZuWonIMXSQMEbsqODiuqCeOcl1x\n3DkwcCqR+sMalxzMEz/zEz/Fv/Wfvczv/N4F5jd+l6ZMsDacnPe0MmU+3efVO4bZuuXlHzb8X7/4\nNr6NWDGk08BsKjhxpAEuFkskRuY2cny94PSDJd3qI6KtuGlnHOzPeWFa8cxnb3F55lj6D+kee+79\nxoJnfuYmnzt/mdf+8h2u/chN/o//4Vd51F7QvnvB3/ubr/PtJ563vnjCC0c9t56bczCdMQ0BsR2r\ny4Ef+0vHvH9yyje/fslnX5nx6984pSkiN281bFaJypU4eYR1hYKmoBosnauFX//t3+NX/8EXqU4u\n+I9+/t/mtb/9BeIK0jTSDQPLxZrT80sOr5/yjd94m/Sdx/yl//Rn8Z3HlKJaDaN6oJgigvphOStc\nrgZS5xk2AyG1hJXDh5bLh2vabsAZz1d/+Ys8fnCP0w8vmB9HFh+0/ODnb/DZ1/b56EHDO/cf8jvf\nfEz8r/4n/sbf+TluvfwyfhkxKZDWkWiFzWkH9RLf96rfsJHUdiy/+YRXu8jnvnCdt79xjwf3V2wO\n55ycP6KSjnvvfsRi+C5PnlwyXLRMj4WLhyecXXS8/d884D/4+Z/DHSRKI+zNG4pasIWwXlzSbQIx\nWabTUjO5bMQ3Z3z4B+/xtV874ZnPHTCp9+nsHn6xJsnA5ekFf/CV+3zpX/0OvveUZcHNu/tcXi44\ne3DBjYNr3H3xBl/4ay9Q+meQoufkXUM4WGcWRkMixIgZeoYna9bVmnbTk1Li8bRR3aI11HtZXm6E\notYMXeu0WHpKAcSo3UeIW0NKRPVZ1hhIFVWzx9GdUtnQMetUch6+KJPw+MGK5makmlo2LhGcxVm7\nBaJlaeg7D7mM0a//b7/NH7x9j5PhMZQV97/2mBc+fY2bz95CXLkTqGvyP1qMWVfwZNkB3Cw6x1wJ\nC14NvyWztQIQUUbEVY5h7RFTUFZOF/cenv2RG5x8cMbei5ZH341UN4+J7l3a0OIBKac8//pdvvn2\nI5bmgi457rx+ne7vCysCwVpuv3ab4dzRuUSwiVk5kpSCyx5nV/cGmkAy2sDvgLnuGJ72j3K1U7Yo\nJArjIBlSUnapqCfs3zzg/MmSVz59k69/o+ewnmGftbz7zintegNEXBY5TfcOuPXiTeovTQnxJNcE\nFPauHXJ0tM+H9x+D8aSg2YS2rDGpJCYde8GiiRmC2neMXm82FxBPRssQjX0a+zf+NjJUknKCjpDE\nZr8yRXlG1NZDyfZ8XCv4PuIaNWclKkuagDAIe0cVF1SEtI9jykBHl3qmQ8IVhmvPLUhvOQWcPmpS\nTYCufQZEazrWs4razP+klsI/0+0ToPXnvIVOy9f0PlJ3QtcnytLgQ2JY9ZhSU+o9Ed8GtDSHangY\nEiXg0AyWwuiufgiB7iJR71uG5MB76lIwtT61PnitZxegaKCshdIZXipqZpuCkw8Gjj7X8NqnXuXw\nxhEflpH01jPcLF7hr/xE4O//0lcYegjesH4s1EeHTF++jfmo4ws/A48+WmALLfPi20RZWnwM9L6n\nSQW2hbJQ/cviiVC84Lh2bUprD1i2HaaxvHzbcu3GLVZnPY+/vOLxeyuWhx2bXx/46c9/ms986lUO\nbtzFNW+xuOg4PxXsd4Wf/ZE7vHh0wK/98te5eLLB+YJ4d8b8ZsnlRx0PvnVJnA+YItG3EYLQDpGz\nB2uapqa0FpMcWtxW/aNN1l+JJN766n3ePvsO8/UZ7/7eZ3jtP/nRTPcn3v1wwTvvnnPx8IyXXxn4\n8OxdFl9+hx/+2z9OjDF7ddmtqFgyGzJubb2P1HuRet+RCmFSajixPjBwaaHs6fpTfFgzuDO+81bL\n8azGGsPyccfyZI33niEETpdn3H/vHkfPHVDPDgiSmBwqy1EfWspC8GcadgvBs+lO+dq/ep/j+SmH\nk5I1huWqV4Z0r6HtOt7/7mNcPbC+7Kgngbe/eca7904JEjTLtfDsP+s4fK6klKSletoV69UasQ3V\ntIEyMvSesOn45//jl/n21z9gES657G7w2l95liZafNFzfvqQL//iPR4+OSWkSB8DLiVMlVitPIu+\n5/Sde9iDjne+XvDsKxVFbalvZR82nxc3lN0oD4A2EuqEL/WZK68DUdml83VPWAcIkaZqMNZiMMQo\nTI81bBpHEiLCtr6eqL+aBAOUlPWOWYm5CgDZrkJECN7Sb6BqLCHukUJP6ertwmnMmOGndR2//eF9\nzuWEPnhMnzhd9Wy+3HF0dw+LCvLH8afDKSnrwVMEpr7HXA1bj1hFnnrPaK81VkVIgpafEgNBdYPi\nVCNXTsHaAmu0CLcMCm4lZ+oVEwfLzAo7u9UmGqO1PY247TkCWcEt23DsjhHdhdSerqag92FLfuUw\nnBGr2jhJ2zB1JoPyeCjAWqq9mrKsNeRtLaZQZoeoYWaNqluKuqAq3I5hS2CcxZVaoksBTtr2wVkH\n6Pwx1lIcw3sR8COYFbas6GgXso1OZ855FPZriH0cc1dXEGUcle1SsD3qRVNKWmFgNJrNIXfZfp/W\nNCxcSdsbUq+GpJB4fGGw6mCheeyK5fW6bP0CT0nyFwOC/MXo5fdx6zaR4tBgvWHwYEr19LEOLp54\nmqZX9ikFBIupHA2WblDmoKkMdVniJo62T/8ve28aY1t2X/f99nCmO9Y8vHno13OTPZBsiqRIWqRM\nihoMW3bFVGLYiSNkMCAlQJwIRgAbkpAg8Jd8CAwjipM4gyUVHMNWQoqWxFkUmxRJdTe7Xw/v9ZuH\nmqvufIY95MM+99ZrTbECm24NG6juurfuO3XO2afOXmf9138t8mGFtYY4knihcVjGw4qoz4wGrkzQ\nquhYoOPQyWMPLI8/1GWlajOcL9g283z0Ex+m0TnFjpzwGy++Rb6r0UsZ40EJFRihmRQFWQX7lxO+\n/7kWywuOa2+OaS43aQhFflehmjm9QY7JDWvNFjejCXFWUBnNpYuLLC8uMNdYJF5/mEcem+OJv2Tw\nv/4KJy/N891vbXHnoM/QVPhRRMtVPPrcOebn14hp8Ym//AhXv93hsdNjVudTFnVKspTyOQQiN2Tj\nAuc95VjQH3vuXL5Lcykl8pZGNA3t9owLj/aWfCi4I+TMABA5jdwJt+pef0zpcsoCknkdGhR8KCe8\ndmWP7d19hgeHFHcruo9Y7uxZynKMN6AygRb1zZnjB1jvNFBRlg4pNEqkGBdhUMgqQcuUSBmGxZgb\nb+4wmhxy93YP8oK1uZTO6YidWwU+KkFYvLf0hmP6wwN6O31ctoCxkHQldqCIVEoUpQhpQgRR3uez\nv/gSr791jQsrlvVn52iqhNuDEa2+QekIIQx7e33a2YAkciQtz9Z+j2GVhxQcU+CsJotbRL6JkGNu\nvnSf737uLU69q8FD7zlHms2hopQotTgP967fIV4YoIcVt27epf1mTPbsIgtrKbevjukPBiSLhsNb\nwaHJA3FkQFQ4YSlUzv2tfchh9xXHE+9JefYDMVlzAYSlHFSUkwopJXYSkTUyhIQo8oCm1egGwbD0\niNjhrQHhiON0xgyYssKOwdfATZjjkt3UPVsIgbKwfjYJoMwdg4KweAZhe5Q4Hn5fCy8MsfL80N84\nhRGWuVaC743xOgZhQITOxWJcMdIjbCXQUtHtRowGBVVZMJ70SaIu1CWfKV4/dnqfXlxM627Tb45f\n12L/B0XZ09KTVEG/JzwBRPGAXkgGP3OlStIsRlK7jBNKT2HTiiRWddU1lLqklGghaoG6RqIC+Ji6\nbk4d4mc7PuXj6n3zx4fzNjsKTx2LI/C17i5o8d4O1MQMZNSAL45pttIalIraXJRZWc5T51rqoHVU\n9VxD3djD1Hy1Pt0OvD8Vmjd8SDmQD0bm+Fpw4OquUO9DTFQ9X7Npetv/p5Teg5zd9EfiWKoYapDU\n0HlWV9RKIMRxP2Yw6g0Ar7KeOBY0mhmDcWh2mIJ81PGvRtb3P+85u1RDRg/fVgKh/nQEy/wZ0Ppj\nPvScxgwEzTmJXopRkcQZi/aCxZOaSe6JIhATiy4ES7rDQpagkhzlPJ3lJs5HQSybesp7Y7wvGfRK\nyrsVZVESpR57ZJl/KEV1FN44hPMIIzjVnuf110ck+w6RplzNC16+bfj4D86zf3eZvHmSvZ1D5Pgy\nW/e2Ke/AqdUm168cUk4sSQvM0SFLSy3efeYs81px7pOP85vuEeLC80Gf8NgbB/zqG1coezlNrxjF\n+xR5ylrS4a/++PtZOX2Coz3JuR/+MZLOKkIIvrX9S7x6+SZf+No9Dss55i+ssTJ3kY/+5EM4lji8\nb0i2D3is+zAn3r3A9o1trrz8FlerPuVCE7N8hjk7YL6RcHQ7J048jzy7zJe+cpm5YY+GkrRNClHI\nYDPOh6iiSNPYjjga3Gb78ggde848+QTWleT7u/zER1e4efJ55hO4+NBZvK/QIsYJx+/8ym8jxC77\neUHeXuKJx8/wwZ+9yN61e7hBm6gbEysd8teEYxo+poTAa0FpPaNDuCglZWVxwqGiwFBoJXBKcHvn\nkEan4MBXjPpDpDcc/I8DrPRURcmKS5l/xHPnrYo7rxU89D6DQOLqp2Tr1SwAuzAFX/j1N/nn//jX\nuDG4jvGOm9dLXnr1Pj/4o2t860u7vHH5Nc783Fd5379/iVdeuYcqrpKmiqMXK64f9hmboC5vOYOK\nVGA/8Pyjv/vrvPC1b3DyoTEv30io/sE5/vrPfz+XnnwyrBlK8vTJNqWQvFnt89Ure6y9a4nSGhLV\nYnVlgace7nHr3jZbhDBmKzxXXtvnsD9iUpSUlePm3T7Xb/e5eKLP/cNd9m87/tP//tOAx4sJlR/h\nLFRG4kgQLtAekgitGkgRXL+1qE0ko2DVMU2CU6qgYIKhCgHp8pitIqq7HQWMiwHXv9snamlWVmoz\nzJTQEAHgobfTY//GLke7lnThiG/9k9cwVcmXj16hsprVE/P8yI8+z0d/6HkEEcaU7N3doahKTmQN\nnm13OHSOnbhEVMVsu7N1lnp9lcECglkkjZixGscslpgd4+wf1g72HoVSClsGIbWOQmNI8GkL3bvD\nkSHKMuZXE6IooTATJHUUD2l9XmUwA9YhG9E7gVPUQE1hnMLU3b2zvMAZmJnaNMwOc2apIurInGOa\nK+gQRc2WeResMdCBhXLe4TzoKKKqglbU+pJYa1qNDGywhoiURHo5UxSGLkgx63gNRzdtDqg1bD64\n34ffA50HYCIenKjNiplDijIcl1iZgUZP6ML1gKupuSl4gxpfzZLCxax7dXouKhs81RyijkoK/7eF\nrR8CQhC5d0FXpWKNLS3CePa2B6yeSVha77KzewNra32pnydWvdDdi0J6iRTBn9GWIWBeONBf0SQy\n+v+/+P0xGu8ooLWxsTEP/M8E/65d4O9sbm7+4h/w2b8O/CNgzPEz2I9sbm5+5Xu0u++IkTYF/aFl\n0nckypN1InQUbBjyfkkUSXSS4E1CUyXMJ20ypel0Ypx1RFlMZWBUGGxRQVIy2JtgygmFKanKEEpt\nJRS7Je04w8eBWldG8sT6Mr0tTW9nQEMnHPgJu5Mxn/nKVVb/3B3EMEbrIeuXHHI1p9gaY8dLiGgX\nl+dgK9aF5gNPN/gnX3yF9y4I1s6dIj+ZAVmdAAAgAElEQVRzmm+JCptHPP98yvCFgsJZ+rYCNLHW\n5Nrxjf/7Kk9/rGLv9RYXfsjiTUFpLDev9DiK+4yzkqcuPsOP/tQzrK2eZWk1ovitu5SjnFwaJjuH\nbO1vsXNzj4EvUetLrDx3iifpc+szVxiMRyyvemSmcMOK05eaDN8sEVhiFxFnbfJBifKQ6JhEpVRx\nyS/8D5+lt78L13L+q1/4D3FxzrUX3iTJc85kMVEi2Prud8jOLeLFKhEZjzyzxtErPVbbLcanO9y8\nVsHEIuI+3pUouUSk64w9f8wegEdJSaxgYsBOLNZ4ROWwxpH3c6SF+VaTC5eeJbe7JAdXyQ/HlEKx\nT8mgX7IQR5xdy4iUoGp73vPDj3DmkYvcvFaHT3sZlDzOYp1hf7LHL//yS2wfXaUsS5yAvDSMfMXL\nV+4zKjxGa7781W9w4oc9veGEjjL0x4aRc4yMo6zCwjIfi5CbRshc/Npvfh1r7hMVHYaTEX1zg8sv\nnOfSu54Mi3CcsL87hsaASBacXlji/KXTpNEcSmQhxFwLogbIOPgqeS+YjEuM8XivyFJJ0lRUR55m\nw7PTu8u3v/0SiE/P/r6Ef7Dc8kBIr4CpH9o0IzGUmuSM8UBQ13nCtmayoIAL6m6usDhKEUyDXRkW\nSQc11RFqQUJ4RBRRSCAJgcy3jw7o9SaUxhJliv37Oxz9b32e+egF5lsrpIlgeHefESPmF9r0dypw\nHuk1VTUM++IFoqYfZqJopqE1hKDnB0pTxx2f4bim7uJ+itQECFkzWN4dlxBnHhDh/I0HJQvNjGYW\nEUcR1oPQwfU99oJqVv2TIf4FHQD/1NJEBIf7SArMlPlz07PMTAPHA2DwQbLHC+oOh+P3pgHg3k5n\nuW5+MDUrLVQ9V5LKT4hVM2Q4TtkwH86TFIT3piC2PndVDcGkqAFYbeNSV2tn15jwPuRF1mjKC4hV\naPDQwDPTAqifYkU/O/9iys697bhC3U54V8/3ccg2TLt5g/hfiAe6D+vmCO9DA40XgUescCAc48GI\nyspgKowM++ymiLJmB1WBECGSCJEEm5Da8kNGYe7+NIx3FNAC/gGQA8vAs8BnNjY2Xtzc3HztD/j8\nb21ubn74e7Z378CR921Y+KzA55Lc2HBD0ILJwIP2dBoOM/SkSUqiI+I4orMQMS4qhoOy7mTS5EWB\nUxVVVWGrCuctIvJYam+gCWgrsJM6VgJB76ZjfFSRjxwqiVnOmqyXgp3xiG995WvE8X2ErTh3StO7\nv8X2G4c8/LTk/hcyrBiEzpaRQIsJ167dxt2Hi6livzVHqhQXZYbHUPqKylqssfUNMlhPHAyOOLjX\nITkRsf+Fmyw8VVCmjq3DMW/eN+ioQZQ1+PI/q2h3tlhYnPAXHospbYkpC+6Nb/P6G3dxg5JzT57j\nUHXY23X0jyrySnJoc954dcBRf0ijPaChPLkMC3cjayCGY6bVlkgrtI5RWcZ+z/LWlR7V3ftc++LL\n6BOe7776JsuUJM2IsnAMbk1Y/9CIZDGIpdcfOYPacjz6lORfvCm5O9DkTnAi65O2S4RzSD1t+59a\nO9SMg5ZgJZ3llLiTUo4srTlNYkIEj3IQx5r3f+pd3L9/j/Fcn8vb2zQaEUkjwljBXFcjJJihoNuI\nOHVxgci1oeohvMWXIJylLPtor9ja3SeN97CyojI2sAqZhCzmd96YIDKNVDHbxRH37twiaRl8HsKB\nW8sCvx8hhUEJQbfTREmBdwZvc3r5HmsLoCqItSdKoBxbhAyBvFIF7dlgWKKt5dH3LbO0sIzSMVKE\n7qbe3gRcRWTAV4KGExgj0UoitMIZTxJrGvOC3n7BqHSkSQ+Bm5VT3AMMw1RsPUVLYbF7YAWfsigB\nmdQL51T7FF47fO2wXpdNfGhqmAYgziKVp+W8403XIuiYrAPj8YjhwOATSZQoolRgK9it9rh77z6d\nh+fQQpBgOZoYxnnO/a0+UkoOVMT4Sp/V9aDhe5v/Uo1PplBjBgymQGtmwhRsN2ZaoulJglk+o5/V\nCiH4hQU9kndQjirwaXA6l3J2fhFiZqAqBJRAMg3wFqPZ4o87JMTbhK1PbSTCbh8DqPBSMJ2JmS3F\ntFw385aqgYoKId/H2i8R7o8qbGH691ZWFZm0wVKiZoFCZJKZlQc9K7Pqo5e1Oe2DkVRTd1E51Yj5\nGQj0dXfg1LZYTPfVO8THjq8JxTQKy834wJkVhzieS1GDu1AWrH9HaPWYbWtmU/Lguaxht3NTf616\n095T5QVlEQcQVdvOeAeiZJbnOppeNy4wvq6OQPI+Rslxrfn7kz/eMUBrY2OjAfwl4PHNzc0J8LWN\njY1/Afw14P8zCuhP6yiGFm80uqmRkaIcQhRHaG9pNFJk7OkdWdKJIs4EB/0BjTKlEi48DecFrrI0\nmxGjvMQ7i7cOUxpwtra+kXSyhIaMUPuauaZiUjhUS9NrWe4dxFTpPG+snqOdJTxyaZnrn/kal1++\nyhPnHYVL2E8jrInw/Qo5bLK43qFyJUkBp59N+c7NewzNkKtzKd/cPqTX3eM9ZYuPnGpw+6Zhd1xQ\njYZI54mSGC0leEM+7GOO1mgITVS+it/aZzww7A4MaWuBc4/PsTI2fOJnnuPOJOGt115ntHOXcT7m\nzVvb/Mpnvop3BW0Xce7ZJ+mrhBs7FXL+JGf/QoN7L13jxhdfZvugx+pqRqI1iZc0dcT8Qhu9dR9p\nQoeYyQWdExnr3XX+85+/xBe+scBv/MJv8frdb9HcblM2c37+f3qR2HhaXvPxD6wx6edES55ezxCd\nPMeJT59kpyx5cjknm1MUeYW4WVH1xzgcqmbapxoQawus6eFVzqCX01AZWiWMxiOcF2gdE0cJkZJE\nzYiF+XXQioPqgFvpW5RlicgFc3FEN0txwlOOHZ20ycJSztzSHM39kiov8U6QNpt430ZnMb/yD3+b\nheZNzn7yFF/8ypDhbg/lLShF1QydUBLoCcNnfuEGz7xnldHeOs7mqFzz6U89w+H+AFUMufDsWbRq\ncLTXZ2vvGnk1ohrGRAuO/bEmjtd56AML9G/cQkcWZwz3drfJ8yNcaVg83SO/dx3RGVM2TtFAsN5p\n41xOsjRG6y7zczF3t3a5eijYHhYcTcaUpaGRSHxlMF4wrPrk4y1AY4wLHYPeIn2F9xWhv0+ihcW5\nUQCXTuJ9FMpiXiJ8bd8hAGdqlkDMKjfSS6SMUDrCV65muARZQ2O8ItKKONZIIQMIA/CheSSJMrwe\n8LlfvEbSVEgbNlqMShCOoS34pf/lBf6Dn+ry0KnTnFw8Q5zfZlzlfP32EXGScfp9p1g7dwohgls4\nNWEpOBYuTzHSFPvMvAE4BvoqrM4hxaFewIUIlmmmMAEtaB34FkuIALIWJQXF0DKeFDTSJIRDO4dQ\nDg3HuZ8IkA6VBaAwtq7OFpV8+5+GXXHe15b2fmZzMMV2zoN6AAHW1VBmZb3ZGl/bcQiJjiSmqq3R\nhcDaYLEws6OVQY+1fWdAckYhFCipQDhQKpTP6vM3l9TgTgvuq4PwcCokggVqzInz5RT1IMTZOsOw\ndtF3QfMkcVRVuI4sAQwqZB1SPUOECHVcaZbHtcXgH+FnsivAh0aNGYAOHwyATOKcrZsrAgp0LuR1\n6qk3oPAoLcjzMTs7BqEkfnY8LgRp67oQfBT2SyJQUSgfeumZX4JYCbT+M43W93o8DFSbm5tvPfDe\nS8BH/pB/88zGxsYOcAD8H8B/s7m56f6Qz/+JG1Uh6M7FNLoR/X5JPrao3KAEtFoRsW/QSTJEOUJp\nwWRowecYCWVlqKoSU1qECN1mAkDVf+AiMCVaazIR0W4rYuGIfESSpeilDqMiwrdT1Mp5+qZF11uy\n+ZxGbEit4skLc4yyJm+9tYWajJmLE7LUcbKbkmYtvBqRnDbcuTwGm5CbFpM4RnnBSRGz3NHIZB4r\nT2L8a8QyeMpYZ3G2gtzQXk+YP5lRek8xGmMnJetxTnthFdI2rXs99O2cS+ua5ilJ78pRYOx0iY0d\nrlSUQtAfCYaLkmEF62sTXvv1AzrkRFqDmzqji8BcoZGNMeVkEDqDRHAVT2NNpDR7eyO+80v3qQZD\nfufzB8wnDdYfXqaKNEKWNGzMylOL5KUhco5eUbJ1/whTeIgCwO3fK+nvj4liQQMdyiZi9hAe5r+y\n7N0dUEz2KWxEJZoMrQmRF1iEdDhnEJFCytBlhhWcXl9l5fQa+f0eJxczOp0UV+XkZUGcWFS5SKt9\nAiGjutQgg9OACxEv1lW8dWeHfDLhQjLHmYe63DCWycERSttw8yXMVRK1SLOUiAZnLyzR25/QEBHv\nf995rr+2xWDvgMW1eebXOyycTrm3VbHWXmd1MSGRmpVsnnOPnuHSY024cYD1FXZSsb81xMc50sHO\nS3vkNzTn3x9TzC+hckun6envevQETjykkaOI8b6n09KMrOHwyGKAwgQdCSojSlfpbVmEDykLrjZo\ntEXBaDTCuSqE+WpNb68Z9EdCkiRxsHUQEuPLmrEimLV6hZ9qiQjrYiSn+qw6FQCJRBPF6jiUvKZV\npoJ5ALynvz/hoD8kMCwWM6koJwYVg6vgzeuHvHF9xMlWMI/MXIb0FptaGlnGo0+tsLC0ckzG1aWm\nOu1nxpdOQ7wf7DI77jqbruIwKzbWb0lZ2wUQQIN3wR1cz/I7A6CZjCqSKHRTeifqempgyKYGtXZq\nZSDq4OkaATo7LXnJt9lMTLVNfgqkavBH3ZXpH3yvno+ZSH5WFg1g+libRN3pO806lJQTi3cWPEHo\nXlmmpVVfGxELOdXkCeRRCM+WCLpSokRIiFCEXFlf4/Jj+7TgWeUAXIvRkaEVBSsRaoClZWgiCETT\n27s/HzwfUw7ywfMkhMdX0yvSz76EFLhqOt+iZp/qTkEpZq7yKjrECc94VNBWw3A8QoA7FxoblJqV\nTqcsXTCTnZZYA/Oppxffn/DxTgJaLaD/u97rM82W+L3jy8CTm5ubNzc2Np4ANgk+0P/dv7ldfOcN\nbyOqQYLvRERRgZEaSo3UGWWvZDVb58KH13jtG9fR8QQTVMEoH7QI1hY4Z5mUHlcF4arSCrzGe0+S\nKGIVI2LP4dGEZlSxpJdJVMKJU11uDcc4G7GwvsL9FyvOvktw67CPO3KkrRaduTlGfcPBUcFoe4f1\n1ZRxN8V1m1T5hHExYvtFOPIGKVaIl9bQiaatFY91HS0dI1e7aHWXsm7FdhissVhbcmMiKHe2cXEK\nqwmTviOvRpjegHNPnyddPEm+sMC1l75Lc69k6+4Ond27pFkTZ3O0SvCpI3aKsjLYyQEguP/iADEa\nMhpXtOaaaO9QSpLGESaOQXYZpgrryvqmLGmRMtdWCF1w9eYBN/f36Od9GDty58he7NCIIygsi11J\npuHevqJVVdye7PPa3es0bYqTim6jBZnFuAH7gIybGB+F6Jnp0yceHWkS3WBcDXlzLNnuOH7tjRv8\nO02gKpBSMxgPsEIhWwYoEN7Q0k0+8NSjxNGYCw9n2Ibk5ZducN/sU5mSj5x6mrR4CNlWQZdV3zSV\nB3CUbsxJ6+jLNoOtgvWlBqdWF/nKAeR2gK5z15T3/PTHP8KTxTmitqR6VFAVjmQ3YXFFM9weY/Kc\nbrZIPDFU433EYY+f/CuXKGJHOXRcPHEC0/bcfuUNDu5NiGNBK0oRpsmwgI7SvHvxFGudeeZ1i+Fo\njO+2iKomO/s7NE3EZFzRamuWdZu5tsMMJHc5QtYmoono8L6lJ/jx932YlYunwDuK3gg5maBjTdxI\n8QceKocQloiY1rBdC50lWkXo5Qg/8Zh+VTMLHtoW0QqswCz0F4mO9RR21V1dEVomeC0eYHSokwam\nnVrB1jIfGMpJRe4qSluRjwtiKfEuaMbujwf86rU9PnAhQyQRbdsgwWBLR9RucNUrnlYJDRch5HHY\n8HRBrlVVeB9a+r0Qs2DlB7v4QsltapWvaiAyZX0Ivf31k0G9ZIMwKG1YbXQZlwUZmkxLUPMIaUlV\nipTUFgdtYJ520iWSCZ55rK+I6OJFhhMNhEiJSAJbJqYA8Rh0wINMzoNAREwPgFohhZaBhRUiAAUh\nBM66GiCG614QGLV8EjEyDuslidJIYcLDl0hIhMeIqN6OJJIxQqYgYjwO1YrQQpNEMagYIQ3Kw3kC\ni2nFNCA8aPPwgmYmEVUN/ACnHN7rcB94QAT/9sWBt70/PWxPKDc6HxgmV58kcYxkA1P2gNEuUiBj\naosIwTBukCUN8tER1+dqFk4prAn7HWxoxrV2UdXnXdXXdH3dK4n4M3uHf71jY2PjiwR26vdcD8DX\ngJ8Cur/r/S4w+P22t7m5eeOB71/d2Nj4WeC/4A8AWhsbGx8FPjp9nabpv/K+v5PH2Xd30T4h7sCN\nlyTz7YRGFOE9dNIGg3zAK1+quPDUHONDRbJkMOMStKWRWvq9Emcs0nviNMIZR5kbVropcRLoaSdh\n0C+R2jIeeuKopBNVmJ2IgwM4lSnGt+/wqU9eZG05Jbu1ypviNWJjcdUuCk1zIeeor9gbW65cH/H0\n98V0R4o80xRaElcekpLOwZjxB0/z8W6LJ22CdkvMraZs/HTGP/654HDvZP0EX3nSRclku0A0Kq4V\nB+QU7Gz1ORw0eP78KU489CgTH/HirSO++n9+h4a9xde/cYc0UYxKi5QeW4FXMb2r92l1Ozx3co6j\ndszJExd432NzDIYVr1++wa0bu5Q37/Hei+d57ONn2HOWz31jm9YJi9Qg9uDlvWvc/vn7PPuJJzl7\n3nPlGw3OPjVP0kzYrQy9Lw0Q1nN5vyT5xWt86qcMb7x4izdv77Jz74g0nWdhrUm7EzPYNliVc+Vr\nd2k8tcDRdceFk6qWdgRDSSpJttyA7gKLn7/MiduSI2nZPZ+QyQ5qYREVSba2+1y5vI0zjizRONPm\n0uPnWX7S0W1nCAXtE136Jmd34DjxkYsMfIk/3Kca5bjSYiqHFIr+dkpv64BPPDFP0uyi2xUiqjjI\nGyw9e5Grt0f8ziu30FXJctql1brAUz/zHqROUVGE0BpwTI4OeWSxyfLtA5IBVG/c4drXtzia7KOX\nmrS6XZZPpVhiZAzDXs7pT85x9TcrLv/aW/yVf+/dYCNkBVpFQYyrBIPLd+HiaVo/0Ka4AnNzYI9C\nnNPph1Zpn8x47r0a8y8lh1WPo4OKMydO86n/8v088twTSKFBeJSOULrCWYFxGnmijUTjXIGKE5KL\n3ZoFCQHPU6axWZswCiko+gNMVSAlREqjhQ5lwywmQJpp96ginkswxhPpGCl0WPjqSB1sMIwcHlhW\nH5nn/T/2KJ/dfAFfWRINlbXh71hIoskB1/75S+z91Q+SJ+fZvT/BeodZbjDMutx8Y55H3n2ap06d\n5tblG0hlQvSQDwaqUzQyZbYEx+WfMOSM1RK1A38oakmEsJjS4IUgTjXCWGwp0WkEeKphn1e/cJ3u\niYrB6wPKrGQ3r2iZErzFqYTR9l1e+uwNXP+Ic6SsGcdLv3yHx1vzGO9Jmxnlvbs8dTKmzzxVHKOP\n93R2b6xl3wTQeMzaTKNnEGGOjBGBT4wltnAorVGRDKkDMthTYD3YivHhDtd++w5Pr3ewRxW6BWbr\ngKO7fU6sClbWF3He4FTMicUme29s4cZHfPqvnWdsV/A4okYbYUp+4NNrvE9EiAiwkESrdBD85N95\nlC/8WsbQjEJMWdxGxxFaeNbOd5hLmoiqTtf0gXFTUs50Xf4BKwcppkL56dc00N4h6z5PJTxO1pm3\nJmggo4bCFuCtx1WeOAv2DcqDdI5LpxvM/cgZtg+a2FHJ6GSDwoyZay7QnZM89t4u/expPjCZUEwK\nKmcQWrKUrZPKBlFkOHle8pEfWebr//Df1Or4vR2TyeTcxsbG33vgrS9tbm5+Cb6HQGtzc/PP/WE/\nrzVaamNj4+ID5cN3A6/+EX6N+IN+UB/wl6avf+InfuLv/hG2+44dvjL4yOG9YPGEJlaAMbjC89i5\neYRKabczGp0mo0nEeJzz1iu7jHsV1lY448Ifkwit2TIKws3hpCLOJe35CO8k3lQYF55mvHCMXcnV\n23dQWhMJSUMccvm3rjF5b4urrx0hXIisuDepKI8c462CltSkXUl/y6G2DYvLnp19TSIkpSxoND1x\nWpK0Pad1SuwTWidbTKQlP2ImpnVl2NckEUSRYBTHuIdaDK9PGNsRh+MSxwor6yt0mnNEVrA+f4Jr\n599icFnhUkHfOnI8uVNEyiHRvPvhjPWLJ1DzXT53eUL31Cnmm3Oc7ZQstTKurnf5rbsj2mqZldYK\nCzLmb/1H72f3qM/W/R5vDndQUUV/dEjh+6RKc/HpJWQn5nCvZFj1cZVD4Jk4z83tHv1rr3HzTsZ4\nvkQ1urRPJQgXU/laL6M87uiI8lbFwW4D9eEnpmpUcHWXj/dE1nNyRTDuDcA4sjhFWo+SPbzrBANG\nH55ilffgLHOpottISJI0XD8Ly8xJwfyiYHcrRzcqrFV46UnagkgoumlM91xKfHKOr/1qi8ntQ9Jq\nwMrJmHZL8sETSzxz7jyLzy0zfmnIJ3/0Yd5//gKV02RxitBpWLScI20ucTZqs7jQ49tfvk2yULK/\nPcDLISfOn2PlzHkoU5SISBYiun5ElA155mMxt768T+kMDZ0Etqj2KzOu5OYb+5y6sEbiFPPzkmqr\nIopj0kbKw8+fpLvcphpo5sUthi5HR55Wo83y2hJp2g6oQtThzlLOLAOEDFFH3otQSpou7L+voHcm\nuw7/lRA1FEpqpK4NbVWEl74WUGsazZS0JWl1UnSmEbbedlEhvUVJiXGQJCmXLp0i0RGmyDF2mpkJ\nzlustQyKQ+4fHiEfPUsyN6YY71GaGNHo8Mh7TvLkpTVWGiuop3IOrx5RW6Efl3V4QNnkjhmTIFt3\n9WIuj9mhBxZ3axwChVQSV1WB8a1L3l5pGmuKPWkY6wIxUZxY9vTdPpU1GF+imxCdHLJ/sMOuKYjF\nIkvrMVdH16m8I3EdfDnk2uEdCmGwURt8KM7KaZPhrOvweBZC6UzMBOmirmnNAqdDxjcyknXpN3Rc\nz2qQALqijA4ZjDT7hz1Eajh3rsntm3v03ZAytzjnKFXCyXOW2PR5+fM3efPeHaqxIR9baIwZPu25\n+soOEz8OvyOSNOc8+fdZvvQrWxzFOcYbhPZ01yRporDjkntvllx8xNZdiuH68A58PFVZ1XN2zCEG\ndmxW6Z1OpDieu+m/8gStnBAoIbEuAC1fgznvQ86iN4aXP3eLxrrA9AyTwRhjTfB7Wxjz6ueuc9gv\nWJVNTBRTiQqEwyKZW+zQSBOuffOAo4M+Fy9M/hVXunf+yLLsxubm5t/7/X72juHtNjc3xxsbG/8M\n+NmNjY2fJHQd/ijwgd/v8xsbG58EvrO5ubmzsbHxKPBfA7/8Pdvhd8jIRznSCaqRREWSfGRwHoSF\nq6+XrJ2MUdpwsHPAZFIyKSqsLzGmoqpM8IhxDiWCviPWKoRQC894VFEeGLJM473FV54sjRBa4jMo\ns4pESlpLksJPKN0e128OoWE5e3GOLG9QvGWh45hLUlRbYoTisccl8/MR+/0RC8sJYhi0X0knxbdS\nzAtjOs8UVD4lWWlwZ2eLw/sTpJUkbcG4b0kaCltYvBNcO3AcvNBntDcmmROMdEJkFsnSHCFihHNk\n/hHWLrzB/TduM1BtTDOlaEj2bx/RroY0nad9aYlTi6uUzZS5R5rMP7QOSYTo9VmYW+CUgcee7vPQ\nsydJuvNkKuJDyVMcVT2upvc5vF2xuzPCDBXORyjh0N5wsDfm4PaQYTXC1ll1hXPsUrF14y181qUa\npqw8dp6s0SbfixiPQvyMkHD6UoksDeP+EMcozK+LESLGWYtwhqwHJ2WDa3mfLhO6lWCQjxmOKhJh\nMGWO0BVVGbxs+nfH+KND0vNN5LxH6YSkkeKsREjD0fiI0QR0u4GzSTCddBJpmmjfopO2ef5vPsOb\nL1/j1/7+b7C65elki3z00uNcfOQUL30148yS4fs+9DwrnRXu/E6fhYagJRNcZYLNQLOBbjWJ84wn\nfryJ96cQD7e5+i8rmheXWbhwHimamFIgpULaI+zk23QWHmL1/CJHO3ewzbBUxDICZRmOh+z1DzjX\n9KgoJopaFOMenfk5zj2xwtlz54mSBD/nefjCGvn1MZOJY35Rk6YilPRk0JdJJVFaHqtIjtXUs/LH\njD2os9ymo17Tw+dqw9G8VyJwNNoSry0yS4KQ23qypsCVEkpPhIPK4r1HpjHCWigEKopJ0yaKmMXF\nRdpzCePBEGEFWgusD9EmIvYYUdIvKx796EN841c1pb+BlB7davH+586wnq2QqIzF7irxBQ3DfRBu\nVlqafs0qg9MTUIOOB7VcUw3UVOzkPcgoGKFWNthrTLMdpdR0uy12B0foLGIyEai0iUdhhKPyoKMW\n7fkuzm9hRIWTCfNr8+jlBqPdScCeNmLgCnJZ4qyu9y0wvVM39emUMWO2flfZcKbRqjtCa7NNreqS\nqfF1RqOsC2ySKGqyM2nQ6ArKfc9oPOHC3DLxasJ4a5+RLbBYSlKGZcH6fIpauMfRvX0mbsLA5zi3\niFjLuPutuxyWhzgtqaRgJXG8Zy3mzaO3yIUJ140CpxNOnfMgPX0zpnTFrFNxNgviQb3VtEwr4Hcr\nlusTY0vwrnaMn0464RlITZ38fehmnHZ6+roXwgH3D3dZWsk46g+59do247KPdQUL6y3OLg159dv7\nXLu9w/7WmNLkgMOlMY88cY7zF89QHnm+8f9c46U33+JPw3jHAK16/C2Cj9YOsAf8x1Nrh42NjdME\nduvxzc3NO8DHgP91Y2OjCWwD/zvw3/5b2et/i2PYtwgryEcerMTmI6QCoQRH0W1e3Zd4J2jIhBSF\ni6HTlDRjSUPFDBNF4S3YcIOMrGQuS+iVOaWpKKxDyYQo0kQKYhGRrTVgLsNFkkgHLUPqodnWtGJB\nN2vxxOmHQqlEBTO8p1mdPWE5oekzxMUAACAASURBVBjnFeblu7z/AydIanflK4Mhl68YfjwTTL67\ng/5Qwv39a1x79RpVfIBupEgMSUtSTgxaVRyZiDIZcbV/n5ER2GGX+TNn+eHHP0CUXKSsHEU+YS6R\nPH72ORp/OeOz/9e3GIw0kRIstXukZZ/lUcSZ9ilKIxj3c1rNlIPrW7yx73niQkJZGdoy5Qc+8R7i\nrBUoCuVp6gZSeVo7PX76x76PUSW4q5t88bX7mOom/b0xQzNi4CbsHExCUKyzCOsYe1h+V4ulxjyN\nvMXC6gVUEuGWYHQ4Jm4qDnsl+d4B26OCkS35uf/k75NIRRal/MX/7EMIE5Ffr5j3En9QkZoBu/f7\nLKs5XMfw5it9fAWtTouiLPmlX3iRj/3MU9x5WdAwN3jhSsjS86WnIYP3TeUFpXd4L2nolOf+/CWU\nnseRoFSBdBOkizk5/xj2vYt8c/x5VoaCjz/7OJeefzdOS+bSbZLkDEqsUck1Ft69xN7dEUViyDoN\npIwwk4LXP3vIuY+2WF44j8Cw8K5zPBSf5upr29z45tUASOKUqhgw2r9DMih49w8vML+Usv3qiIOD\nnCiKSFqea5e3KYVhbmmNameI6mU8//y7OPGJDxLpOOiMhAIDHsePfeo5Pty/xOXX73H91Xvc+qff\nZrB8m8f+5veTxsvIRBDLCK08vswR2hNc1yuElzg7rkXqEi+nt1KBcDpYFHiBswVlMcDJUVi4tGRc\nSsqhQJRJ0ERZR1VIJkNDZTxJB6QvEFKBScMiKks6Tc2Hnj6Jc5YiXuEH/92/QdTvkd66w6uvXebN\nO0fcHh4S6Q7J3CmW55b5voef4EOPPMbV+0e4FJbnIto2oexD0fYk0TzJUof+uAJ7FLyUHrzB1CXE\nEHIdFu5pREttbl4DUQeyFoELTZIkSK+RyoWyoZB4VyGkJm03iSZN5lcrDu5CGrdC556xqDh0IXTn\n52nGDbwbE2cx3YV5EjlHdyVFioh5tYg6TPHW4pUAPRXHv63gOeuqe0AlFpj7cGjB74rAdlnr0CoK\nGZXGUpaWZiOr912ErMOohTJdumuCuQPD0cGQJF3k9MWMt272cd5ghaORlPQO+lxav8TWtTU6yZiG\n0CglKRsJlx5/iM9+7jqYlFZTMRYe1WqzfPIckXiBsTchNs0JytoyohIjjBM46ZEiJYjXw9xI1LGA\n/QG93YNi9AfFWlKGpgskgbnyhG9iT5RqBAovPNYYdFo30WDxFlCKzso6PoZ0NeHgpdep3ARHRSTn\nOPH0WV5+tWTHvsJWecTEDLGUSBnTnUiGxcd4+D1rvPqdkjvf/Oq/zuXwHTveUUBrc3PzEPiLf8DP\nbgOdB17/beBvf4927R07hIdyHOGrNuvvb3P4zftkDUVZWqyvaKQxrU7CuaU2i1HE7fs5u2UPP7HE\nGhIdzOSs8ygv0E6RJoK9kcWUDgmYyhFpgTUCryTOClQsUXFwCZdCorwkjiRKh7iTMq+IG2pWWZG1\ncY0gAC2RRni/SJolCKmwwNa2QTiDykE0KgZ5j5ufH3OruMI3X9hnhCATKV5M0A1JZADl6R1M6JcF\nyDbN9S7awaWnHXa8hxeH+MmEot9nsHUbN9rC9Y4YHZVYL4M2Cc9q1Khz4nKctey83EdWFqqEyYmF\nIL4vDUkk8MZiZTADtbaidAVlkYNIkN7R2m2iz57j+ue3iEpHnEZk7YRoUiDHgTkMkwdpswntFrFs\no5Lgmm2NpbsIeWERvkREnso7skWN6kYkqSBpCL7161foNGMWREYsY8QO2GpMu1NizISycPR2cxY6\nTbpkNNYaHO0cIgcjVLOF7YUWeGc9xhtKYxFKYL1ESk0UCSqf4w738BZsQzNRBcPBhChqIHyTRkOh\n4oQ1scqHfuQCOooYmzFnn2jz2lcVVeWQQhBFMQsn4cqLd3B2i+WVDonOWH6qSaPbAgTOe0xZUA4q\nTqzGeDXhxs2c5pkmlRP0J2Oaw5LKe1Q3Jm5oGnFKFEt07MmaXVpRxLMffIjKCe5/p2D9Qw2SuBV0\nTt5hyxKPw1pDNS7QVnDuxBz5nZL55ZSIMTtXXmLl7CMo2QYniSJL3stxqiSSGicKqBIGh1EQrkuB\njhTTZU1FUe0QL3DWcHR3yN7dbawZYglieqVs0EVJTxQronYDhETGEYPGmImKAqOWxKHz06VYK4n8\nBB0Z0nSOT/35x8hiS++lVcb7Y4r8NiNfMiRj+dw6DTUf/I285OKJNspVaO+oioKD3ZJGswMkICS6\n0aAa9GbXJVCTIsdieTheuGei8hlD5GdeVlJNxeTTrrh64Z+Wuuqbgooi4jQYgcpIIb1CCh2c9bUi\niiRiEn6RUpKisngZbErSKCaKIjACz2poR/EgRPQAnhCz45h+HVfLpmL4cBOdHooUIdvP4QIg8zW4\nFB5HAHM6VqAkrYUMua+QShMnGVGUMan6Nd8n8SiEUninqEzoQnRSgJRkaUrTZRhVMDGGkXDMeU8U\nJfhEkzlLaQJwmrrNSx/OQ8hHPN5/WYvNH2TpmLKM8PbzMQNjD8yjrJlL/CzPMkSDhfvDLPvQ2uAg\nLzxxluIw6DjBTWOTCIA1ylKSrDkDu84FEb2vzUrPnaxAKlrzDXpV8kdf9P4YjncU0Pqz8UcfwwOI\ndIsoncPYhHa3y9rFhPtX+kg0c92YpVMZZq9i0rCYuGJ/p0KXglZTopVCKwXSkihFp61Jk+AlIxHE\nSqJrU8M0kWSJJkoilJQ4KVFaoWTwbfZSYJynwjEY5SSJqo0Xg0HkTEdCQqVjGkkBssI6g3Ge3YMJ\nVV6yV0i099y5cY9BmfPilZvcvgbzJ+cwrZjiqMKNHVHhmesY+geG/gSaiw2q3YJovMutb77OlonI\ntGE0GnGw2+PGnS16tk+7MeLG0QgiQZYqorFkcVljTUE5HjM2Fhll2EggYk8xKYIzsrE4E4VMu9po\nMi8m9EYDrC3wwiOVI1ITnnzvY2y9egsxGZHYPiK3qFjObuZCARZWTnTp06A6iqEqwUlcUdLb6qPT\nAjUZ4XODrRyNtEmmGiBh0jcMmiOkLVlaFEx2LOsn59n/dkS55THPjRn2Db2DAYtZQlNBqjSVytl9\nZQcdW6qqwplQCLLeMxlbdAxIRRwFjYZ1jnGvh7aK0Z7gyPQodvbIsjaLj15Etyu6czHPnD3DhUvL\neFNxtNNn6VSLqjqOI5FCkEQJRkf85i8P+YEfT1henWP1oQyt4sCqeUVV5YwOK1pNyfJCwsgo5h9e\nZDxSHPab5HfHeOeIWjHeeaIszEt+pDh9bpXF9Q4LnUVMZJmsHrB/s2DlPQpvgqi3yicYYzC2Ih+P\ncd6Txppzl5ZIkwxvHfdeuI4ZCOK5JVTSwEqH6sRMRo6ibzGVoIgFh0rMjBmdNzhj0LFESpA6LGad\nJUFjSWG3YWImVEWFKw3eVnUwe7CSsK7Oz5OK5fUjtIxQMuT9CZmx8vhpjE9oxZaqN8JVKXLSIjqd\n0T23xiPvu4htKQZXFGPf4PzyHItdj7AFsrIoMcHsHVCOK5yzmC1LdfIcJDHCW6KGohxInA+id8vM\njGLWSRheheGnrNCDrU3191KKmSO8UnXp1XuEEuDq7EbvkVqTZCCkRElJJCWuzhoEEdw46/0JpT2L\ncz6ESicKbyRewLKaOp3Xeyzqzk0h3r7TYloi8zOkKMQxAwT1fota9j8Lb58GIYfPxg0NQtDopCip\nEUISJQmtZsZgEnbaC0XajGvmSFFMPEoZvHShJKwjYq1JhWR3YhlpS2U9CIWtLSXiSKCEIlLBMX/7\nviCKAtDSSsz8zqZs4wNqqzBvQjxwyL+3VcDX50b4YOwR5rnWJRrB1GJiajXibXDB9x6arZiRCI2l\n9oFtWSGIkpislSH81EkvnDcpwjYOdiecPCVoziezYPM/6ePPgNYf87G2tABSE0tJI1KMGy3MGLxo\nkrQSojLiUjPl60cFRxLSU/L/Ze/Nfi3P7iyvz55+w5nvvXGHGDMicnLa6SnbZbuKald10dVUNyVo\nULcQIKRuBLzyyj+DWoBEIx4QICigoN1VrsHVZZXtcjqdznQOMU93OPP5DXviYf/OueESLwghdVbn\nlm5E3HtPnPMbztn7u9da37X42uuHndld4PGfXIA9Q+jAJDcUhWRTe8ZKYwqF0pLMKCYTRVMLmjbg\nWhBOIwtNkWUYpTBIynyS/IiAmXW0Z0uOxiVFUSZflW7SlrEhTjfke47pefKaCVJwdlqzXpxSzFZ8\n59+6w3f/7Jw/+ukTprZFqZxqNUcEQ7/MsDpHiT4Pzp/ig0cwBH2LV379Li4W/Pfv/ZDF2Tn1kwWl\nWbJcODA5RTniV97aY39c8OnDOVEsOI4HfPm3B8xmT/nxnz8h6jXh+HXk3j7ZjUPasMI3jmgdeRbw\nNCnvLASeb1a898cfcnDkWVys0b19fD7H/U8f87XjDU+fFMwuVhz2xtz++gGPwoaydBycDNBqwvyT\nDW5Pgg08u/8hRI9rW9pVjW09AzEn/mLF8esjJnt7DPb6ZDkoEzCZJ8ws7dM1RTFGn57w5jsT1vWC\nX8w/oA4t69kMecWQyQHa9QiF4/6PP+Lw6inrVUIj0Yk2EUZR2ZjMDvE0raepLE+eVJibLUpOaCYZ\nj6c1x2XOfvCEleeouMLv/ntvMzQDzp8/5of/+z3e/s+/QtmPmFIlXZpKk+6Xv/oKb3zlFjqCkQIp\nwYeIbxuibLFNhc6gLDaY0OPmgeb505qoc+68+UWeffI9gn1GPzNEO+L+e3NMDrfv3ubGnT2MSh2N\nygmO3ujx6Q/PaOsJBIVtPdPz57imJRBZW4fWBiMlhzcU0ddY63j64AXNukUejJEHe2TmFa7dGDN9\nVuBHHqJgNC64eeMkITZSXLr2S5XQnG6hr+dzhJYcnpyweTqkkQ6rPau6SS740lE7S0uDjyn8/dV4\nhT21h9YamXmQnmr9mI+fnvPmmye054pws8KbNdPHLc2y5ertnH5Rcucbr3P74Jj+6Bj/4V/y0bMf\nEmLFrFoSp2uUUgzyPm0beeYH3LnzOuO1pp3P8FclIWaASI7jYlePJIdyERKN1i3gsssMFLBDT4SA\nrEjuSMG7zh4iRbhIpZE2QJRJnznM2RsUmGSvjpIquf6LFGNDgCAjJiMhONZisWxaRSzThiVTgnzS\nBRoTycudLVh63ZfgOdEpwyPbIiXicN3vA6A7A81AwGNy3UXhJKGa0hLXtmgjicJT9iL74x6tSwHz\ng0EffZpj47pDvjQgUVlG6xV107KxLUI5ItD4QONbNs5eGo0axaKK2GiBiCo8LgaklDibzkGJrSar\niwaScVdBdTPsZUHVFaoJzLpUrgm2TmHJRHUbzF3kBinUrmg1Ru/SA6xPXYwCKAclTarDMGqIjS0x\nNighMNowPFgQBMlPTSShfIoq+gJRFkQpGB7OMb0hrP4/L4P/0o/PC63P+KjXLTZ4ECvUqeLwpsZk\nkuGxYdg3KC14HgJ338wJHQrTtn4XA3LyjYLq3T6idgz7GUJKZOvQhWJPaMp+junn2HPLfpmTH0H5\nWoksMpCKntDkWlNqxWSokTFlagVraWJkvnKoLGB8B1F3E8P+WHAwznZ5Xgj4d//uET+bW/6HfzLl\nv/qvP8EfKzY+oS0hWtwy4mcSP+yTK0M+hDpGghW88uaQg9cmSGvYVC3n547NGshzpKzxfYnxKabG\nruGb3x6RHyrsfc/rE0+vVEynS06fVeRXPNPna66MSppqw3S5wscU1F32MpplxHuPJ7DazJmeLTG9\nwOZJzY23+1RtoOrV1D+9YO/EsJhFyiB5fa/HO7875PnHG954Z8hkb582ZMyCoq0c9z9aMtgHcOgY\n6A8hXwje+jePkDFN2mWpkEXSacyee+r7DbIKmD3N4GqP6jRS2gHLpWAjUldpO3fYjcNoB21ksWmQ\nL2pQeYpLcYk+NMSEuqnAsvIEH7De8eDTBm0V1+/0GAwVfiLwNiClRXrPyfiAUWYIjeXjd6c8fjBD\n/f4F5RK0cIQQcD5gjEIpSe+l3bXvAnw3mwZUw/nDiiwuOXtvw+FbJdoFzEDR1IAvWS0dz94/I48F\nr35xTBQ9YgwMQoGwER88Dk/wafGZvBI5O59SqBLvIpu6xTYWBDTeE5FEEbG2TRKk4Glri61rmo8C\nWS0oX72dEJWOZ5FCoFQqUkX3fYwkzct2+dqeYwDfREShGXxpn7LLjRu3Fhs93gWct3jX4mLAhsDJ\nl+8w6h2gCNhqxurRC9Z/fsp+c8G0qRjdvEN/2PD8kxn1sw0yc7RtAxYOoyJzOdrUbD5e8/gTy9IL\nTL+lerJgdNRjEQzStFTfmzI+M+RXxwjvaU8VIdsmF3bC9q7rUMgIPhU+olPIRyk7lKNzY/LJK0wI\nmVCr1hM1KSbTBTDsCoLNacN4YBAKokpaKakFXkpiZ4y59R4THUKmtCKuG+zMEvdFsunyKft5x4Vt\nsykvX2rXerdFXX5JKb/eteOlxgctwUdcBK07cwjfif9l+lJEgndkpkNrIghpKQeazCjq9jJCCDnf\nNS0KmfICRRT47vxqFxJlvkV+okhNud2BBi9o/Tb7ktSlSjqfEMD5uOu67e7apUj+ZQMxEvoYReeb\n1dGnu8d2GYfKbLUe6XlUl62aLpdAaogOkBHhI9FLFAUOSRNIvmwSfqBTYHaKJRK7QjjSIWaA6UkG\nvc9DpT8fn4FRHmkOhgWDUcl4LMm0RIWkM5AyyUCDSs7DzqUWFCUVSiXYNxv00Xcgto7MC4wMzF9U\n5EVOGUreun3EW796leePPHlmcKXnw3aeaIGoErQtFBLddWRFQmclYCNU1tI0ll5evDTxdaabL2V7\nIWBPjTjsV5jjcy7unXP1eIR6nBFjC8Fjnae2EiOGGBNYLlPuoUShtKeRBuciTYyoTJFlWaJKakmw\nEtXTqJ6kbjx3+4p7KkeoHoNX+yitmC/XyNGGxkvm0zX6PMOdKcpxjRSCfj+ndY7gPdZZrLNM1+cE\nvWI9C1w7GhFjii8q9jQXqkHbFqU8mQqEjWI07jF5xzAcFylGSGhyLVHac3RXQ5TYdSDXmn7h6a0V\n++M9QvQ4H+kXEqUNUhkO3iy4/9ix/2XD8fCI7OAEfVITmg3hz9/H1RuyMsdbgfMOZy2EwHRhQdX0\nehodAlGCd2nHKRuP0IKm8cleQnrOztacHOS4YNF1QGSSIFqaxQIf4Nv/+lWEFXjb8viR4XS2JN6b\noVanbC7eQo5rgpPUUjE+yBF03U6dYaJzlnpdE8WGxWJJWc3ZOzFJIxMsg4lBVooYFSpX1O2U1hlG\nkwk6DMAn+iQ6B5EUGh0iXkSUUJwvXjAp9hBRYV1CCATJtNFFl3bwXYeVs46ApdnUrM6SOer+nUjo\nio60iCetzFZ8vO08FF3BFV9a4CLg6pSBooRJC44ISK1RIRBFxElPlOl4o4BeNsSojGY2Z/pozvTj\nU6Rfk7WRT35yyhs3rmPPaj768QsGQ5gMoJrVDEcZ9pmifSixzrGebliOFcfvHGKamp8+O0OaAbnW\ntFWNF54Xz8/IpWN/b0C79Pix2mUDbk8gGdaGXfqO2H6p7qszWN0iXdsuxBgDgrS5Cz6iu0onInBN\ni/Ue3Rm0Jg6s0w91nYvI1BmXNEOSYpixsXWXKCMQRiazWC132rHtNd/eAbn7YUx5hpFLqnArc+q+\n2dFmwRPaACY9bwxpXkMIqhUYDXVoEU53Tx1ZIlBao7XGtV1N+RJluRXhd5ZoxHieKGf/UgGotg8S\nu5OR20KuO6MguqjXl85ra2WxO+/4y/XkS9Pu7vlegv1eEmt1aFm396WjYGN3jkJ1FHK3WWgaj8kF\nSuSEmChztS3gvtvRhVJcWktE+Af/WXcPiDw4Fez8OP6aj88Lrc/4uPPGGKNycpOjVRIUS3W5axCk\nIsuTAlilAFkoNGlHaJ2kvJIKL2UDWEvPSIT37LkBd49u8PaNt/j1b13Bu8ii2fDw+9+H2JBrwSAz\nZEonV2XR+e+IpNcSgBOeZdWyN+byw71rvxbd5NdB20qRZ0Ou3D7GXzT09/pIY4m2MxwMivHdAf2D\nfdy0SVlzIZLHjGBKRKkxhSQoQbVWoAQej53X6NzgYkHUGZvKE6eWSeEwXnJUDhFKcLFe8XS2pjc0\nrKo1ZiWJOrBeBHq9DG8FTdMSArS2oWobHj8+pXUb1lNB+WpBjOCcYzETnFcNcuVoXUAd5uRKIGzE\nLgIUAURASHY7037P0NSKqAN5L0Opil4f8jJLC0+MCBeJrcU5jz2DLMvolfsMTm4gbh0iVxbRVpy0\nB/Ch5faX9+CxxvuI9xYrIpuNQ5ctWeHx3U4/hkg0AtekAHKdgfeRqAOydRSjVBj5pgahsD6yPp/R\nNIqb+yNwAVu3hFFLlbUs11OquuGTd59w4809RJYz2jNEG7sYEUkIyeBys2zYrBdsVnOWixm+WnL9\nxhGxtoR1w+bM0fgclWt6B30eP13wyU/m/OavC24dHiZaK3hcsIQm4pzr4lxStM77P37MK69v6Ocl\n1qZFSZDeG4lWkUmDJzw2tFha2o1iM28QQ5GsTbarxRblIV5GmmwXO8lLOTbdY0WgbVIrnxSXBcHW\nYXv78yBjWmdFakSI3vHkZ8+omin1suKglOANF5+usKbh3u+d0ru9wa0ntJVE5CuEioSRRp0UNBvH\n2koObg+Rs4wn762oY+BkllO9NWHzJIPwnDCwPPxoyd43e/gq4PsaMLvzTPjWy2otudMqxW1VJVNE\nU5Q72K9zetjSilzupoAoZUJLraenkj5LiFQsh66A3dKHQpFcyYVAqAyhNdGlakNpSR40hdGXCNbL\nVdb2Vmynne6688sP6YqSLodQpDk07qqVDofZ1lokurtpWoxRSNUVIZVEKY3qwkhFFIQIZ79IKBji\nEn0iRv5MQBu2b5cO/eyef/tnID133Fo3xIjqahMpt5HeL70fdxYjl2e9RdPiNjNz98PLC7N9xfR3\nF4EUfrkojWG7rnRztg8pp/W4RBlDrLvInbC9zqko271qV0vHyC7nMW1WPs86/Hx8Bka/GKKE7lqW\nE/Nuuu6/2M17IUTKTosjVQARabs8q16ZIfrpA0KMEGDQH3Owzvidr9/k7b/5r9EfDpGrknbjMI3n\nP37rhO8//gkr94IYajJS5IJREiM1Ske8TygKQVD7FhscKmiEVJ2wNh1f+ud22lNEMQB5wu27mv44\nIvQGEWDge9y5eZP29jVOrSLk5+StYC029IYDxv09pvOIXFVok2I9nPY4u6TMSwZH++SDHoKGj59M\nWb1nyXsZ//Bb17l2NGJVXfAvPn3Muw/OOZsqbv6NIz784YyTr57yvf/zBcNhZLInuH5jgDIS8FTO\n8f6Pzrh7oBk0OZl+GxGTXsTpHudhn7p6zrFquT0Zcev2kPnDltPHFeu1Z++qQJaKGRlZf8DZ1IIP\niCAJJWymDYN1hbhRgCPRuiKm7kgd8OvIZDCgXx6xeGF48os/pXcSkUaxuVczLDX6zNAbZCgLzrVE\nHdk0nuezDSIastygtCTEiK0tCkFRKNa1xTlHYy0HU8dw0KeUGbP1AhEVYSOpRwvWM4nwSft1UZ2z\n9B9wLl/wyY+eIVZrTt/7ESNziDapu218VVOQMez3OHr1hHJSMryT8+jTF5zdP6c+m/HGzSO+cPWY\n9WzOZlYz+GqPo/51lGhY/eSEd3/qOb9e0RtPyFEQLIvVGbOLC6azBU8erPnit+4yHg9BSP7bf/4e\ny+9WGKBsJVqn96rSEWNSI0fTeBoXqL3nt//2Hvt+ACiyNUxP3yfmA6pVIMt7aDTB17imE26nLnmk\nN4QGEB01LyXBS/r7Ga01uLBFNVIFIRGE7rGxEzzTibGtq/nxH/6EL94tODISFQQX6zUvmshPP6r4\n+NmSA6fYuyVQNjCUEf9iSnQD+l+ccbGec07Gix97Fpzi2xopCj505wwf5fyN373L6Y97DK8EPC3O\nR9bnK5xuUINDfLd4hw4BUTqh5MjLYxQxfUlS21piVtMC69uQHM9jot5klu6TcyswC155cwJRsjf0\n5NozOjrGBVCiREtPUWT0+1cYe8mgHJMVOUWxx2Rf4dbpmgefxNc+KkS4hE0S7bml2BJSKWJMj+kq\nsp22rBtCgMp1oo9bt3Pjdz6lPkDnp9WhPI8+PuXOa1e6xhGNqyJ5bshNnuY32RVHUqC0oCg0QRga\nQdLx/XcKhMQhdoVYsmmnswZJjSSomGKYSKiqVDI9qOuE3EFXMd2a2JnJbkHJwGVdtQXmVBApmFpK\nhPRAev/mIkeQrkFrG6IInRA+EpxDZLJrXIg4b7k4XTA6EhilEcESgkR2TQNK6oQCyxovIQoJYoj3\nPm20o0FE1Wl3//qPzwutz/joZRqC2mlIUiHTiYxFRATQIiFcW92D8wHfpbGbbocWiYQo0FLQUz2O\nr1wjhpsIn7F6bDl+bYhsHXbuiY3m8OAAd76m9nVCPoJPehQV2NL83l9qcVxjEUoi1WVHUtowhpfm\nioiNAoFhclAiM9dB1dATBbden3Bv0IMXNcZFjm/0OMsnZE2aIKICXQi0Tq70SgSCc0xuHNLbG6KU\nwq43WNUn7u8RvWbvYIh3gflyzfOLitkmEvM9jr5ykyd/ueTxT88R+3ss1jUf/WzKT350vsPnHQEv\nWtzMcMOMMToDLVEGRvR49VvX+ejPGmR9xvi4pJxklOOCoy8NEEKilaQVBbot0WKAaWuUDCgiSgqG\nY83hXonupS2giEkrI0TSSfT2FGJcIEOByDSf/MkHmHxDc+4YvBbonWRkhSQsParQELaUQKT2Lumj\n8ESXYklCFBRZ6iJ1ztM6h3OWvf2SXq+H0hoqm+wLYob0irLUZMJgZc3piykP31viVYQ9z+q0puyt\nKIsGYZJdwWpq2EjFbKa49/GngKBtoVUNtqmY9DQ3iyGuTcigayy5i4iYELl2VZF5zWvDEUdZn+ga\nbL1henHGowcvOJ8tKK8W7WtpRwAAIABJREFURGWp6g0xRtaxoRaRisjGBKTwCbmwEWFBxkgQSSuD\nCDx/ukSYyGDQw9Ytn/zpI4bXC9aLyPh4iC4VVWXYnD8ihEAU0O8byklOPfX4UHU0jObKyWv4WBK2\nu57Ydch1epmtAarotv4iVQFomXPrzTFZvUIZyepiw3RZU7y2xyfPCqo718luFRgfMPmazcZTDfvo\n3hgR59SrOW15lytvvoN7tmH1/AV+/jFxlLFG8vShJFcFIm6ILtHdddsitdrlK8p4CUQJ2CFZO/xj\nS71xyT5Bh8LEVHRFl5oHlErI4Obpmo9/8ILiqKVeW3xhObuYc/e1iDIaqQ+olhdEprz2zUB/NeRw\nJBHqgtfeHrKZK0SjuWJKJo/3CU1yyhdCXJZZW+qLS2PVHYIV2VF5O1qQuEPREqV82ekYQ0jzVUhw\nvFRJtG/rQNtaiEl7uKkdQXqQCcmCVMxFBIHUxRm3KJ0RFLmiMArdJHQu2ThsacJLlGnL1YpO60R4\n6V5sadYOfRN/5US39OiWCtxlUGrY6qZSV0CHhg22VDj4rblWTIHgIYLuYLbYvWfVpCHQvIQUpsc9\nfkkkZ7l8Y5Sk19pltXZI5b8K4/NC6zM+lFIg5a6wohNL+hDwHY2hpEJqCDHgbXI+znTXdRLFbqGV\nHkoMV8UJ3/zOF7iyN8ItYHCQIXu6g/Jr5qcLysygZYEIAp0nwa+PKTPRRYFWaZqQIjlEt86htL5s\n3d7NymE3sYQosRZklIz3DY1JH3YVI/1gODgseNQqYt0gN57JKwWD3iGiAmGyRCcgMFpig8eIgMkE\nRb9AK4mQkegdw/GQ4cGQ8UWkUJK6rbiYrzmdR2o/5NXf+irjyU2Gf7dh+skYrzzr+QJ+8QHnv1ik\nRUh0NICPPJ4GxodFQilUmu1yFEeTK8z3X1CcnTEardDskfJc5KXewXu0yBkOB6xdH+wCLSEzElHN\n8HXnY7S9YOGS1hAkTUX/ukaPI5tsSnALommYjA/JhhqTCXzrUb0U6VM1jnVj0UZgo0d5ATFZeZg8\nQxuJ0NB6S+ssbeu49taAMu+hlabUgsmVMUoWFP0MvIS1YF7PeP8vz2ido9lAawK1dZydt4R1g5EO\no2F4KDBGoWWOVRu8DWycx7mKqmpozkfEL4L3STfWWo9qPL7xeBrmL5a8eqB45ZUC6T11tWK1nPPg\n4QsePDlj1m64fjji7HyK0YZNbNj4FieTyNh33YAJSb1cmUKMqc09BC5Oa/pDjZaGsnCM33LYWCH6\nMNuU2IXl8f0lRWPxNhCR7F/J6I8M6wtPva4QKpIpzTf+/oisvELwJSFKvJc7qocQf0mvLITYHZIQ\niuPbA5qfT2nawMVszfO5pT6ccB5KYjFBlRn97IL1c0e19JSZZn88ZLV5wmwZOfjKPr/2G19m4yz3\nHz3jf/0vp1jruPpWRnFFkDVJzO7bQLVq2FSWXixfysrrDu5lh8+Xiizx8iK5Y6uSXxIyJg1SSIKg\nlK8nyfcMHknTOB5/uiYIOFVznvzBE6RUqGHB9b+V8aPff8TCn+MzSe81y/OHFRN3wajn6B1c4eTK\nkreV5Nm8x/ig6LRzJt3HLT34V9z6E+Rz+bvt+YltKbbjHtO5busQ1LZCCYmRNpqIYV1ZvEgUWNMG\nfAhd3ZxQvmQzIWkD1AEqG2lsRPuYUMHtV9j6Vm2LvcuD3tGzdLpAL1Db4kqmr+BjCpl++f91RdIv\nWVxsq+aO4o6CRPduizuVoLUYAjGE3W1NjSVbhDD9oRAsZjUnJ8Wlhqs7Lv0zkVAzBNKzy8OkjLvC\n3LURrcDozzVan4/PwBAq4kPCjUMIybk3eERMsSpKp66qpmp3LsJaKZyLtM6hffKm0VJxNdvjtfFV\nXj16k6Or+6wvZoTcMeoXOO9pvaWhYtY84MVzhzWC4CIxCAqjUUT0bvdFEuZ3iNliswYhKLJukiZ2\nxoCXonhJWuhCa7GtxYaWGByFh+N+j/FJQfO+wy8WDFRLX/YwFBS3JGdz0MGCTG7KrqmoFmvqhaOu\nIjFaRHT4VeTuqMeXehPePhb4uOJ0NuXnz2oG197mN3/7hNtfucqivIuvWsovHmLPz4hvwz//PYm1\nCWrfwvYxStbXB9z+N96mDYIiCHTwXOsvyGXDne9M+ON/UtE09vKeAbJbZHUUxGgoM8NoKFivhsgQ\nIYfNtKZpGqLvEK2XFz4ECIcXKy4e/gJ/T3L3myc8O2v48P96xldu3EVqTRAeoscHx6JdsLIVjojd\nBNajtmsdV2ihOR7L9LhFzXxZY1tL9J4bt8b0c4NWEjX3XL89QZsRyhjcxrG+3/B//OhD/uJHT1GZ\nw1YtVbsgtDXjscEEhzaRfChpgUefrmnbhsPDErwGEzmfNuADB+WAW1/axxSGIMB6ASsohg3O1+xf\ny7k5jKjYcvr0OU/PnvH8xZQPHpzxyXTFs8WG8v6UYf8JbSuYrgKbXO78f3y3+MWXbAnSUtTt4ENg\nvrb0aeiP+uhCsZqBNQKhJAcHmuWpw5WO8cmELM/JO9PUtnYcHsvUWBCTFu3BLy44vpNT5Ik6SgDC\ndlEMu4X/EilKtzf4gMsijx69ILSCh1XkeX+P5+YEPbjCyRXJz7/7LtPxKT0duP7120yqgHGG93+m\n4PZbvP7lr9ATEwoNk1sH+H9k+MN/+gOevDtlec9yMJlw9Rg8kqePl6gbmqI/JGyZN0Gi3GJXXHU/\ni7BrtIld0bVtAEhNCWFn2GodmJ7eIYi6KBhdGTE3NWpQM5tqivkBa+4Rjedw5CiuHDB4ZcLPfvKY\nlYtM3pqwkZHvfu8+m03FO98J/OXvWR61D6m04s7dPQRQFIl5oyua0wIvdp+5dJxiVzfKToNEFEh0\n8ssKPskuXHoepTRKCAKR2s15/N4j9HDBr357DDIgXzH0wpyT6y1OavauXeHwwqPaAYM8p5fXvPql\nCXr+Go8f7LOpHflgRDEckGUnjAYKFdZQCPb3DigLg1E9vHfEaAENURPJEv2mNUIeb6MpiUElR/4Y\n8C6iTWQHqe32s3F3DRLlS3qM9x1qmVC3LFPEGHG2TfdYpcLU+UCWkyAxkSjxzGjWpy3LG4tkWC1V\ncpgnbaSM0cnsNUqkUDstbuhyObVMHo5Sf04dfj4+AyOKkCJ3IkQbCDYidaep8AHbppBTrxI9YQDv\nfQoiJaUuQGrHHvoeh5Mr7O0PsGcbPv6LObfe0ZSLApkZrBdYb9k0a2bzhvw4T5KCTiC5aS2x7szv\nBGSZRkSBJr12DBVqLFGqQCj50gYyzQguRharms2ypuo7pr6mtY4oBMc3BoRCU1WWfQnfeHXIN28f\n835bce/+Ci8CQrukcRIkh3nhkCFicoM2KVajDPBO3/DlE0E785xP5zx4vuDhqeUL/+ArBNPj3gcN\nb/3DPWbThgf/7By3mVGdnrHuL3HTtBOWMSIRqCgZXIyZzTKaSUsmMpSQ/PkffYheZXzrP7yOUIq2\njt2uPo3Q7fRA0VrPJtYUFBy+Mca2kiA3/PyHNTfGluizLuy126F2nUAhRhSeGFsUmmt3j3l2/gIn\nEsIpEh+IzGHpNvzgwydEI5BBgQrUyzSh9oaKrC94/mzJpmpTosDQkE0KVAjItqBeNwz7GavpjI+/\n/5B8NOLo5oS4lrSN5cOfX3ByBOWJJNZ9Xnx/RrVuqLVifCJRGTStoz4PlH2JmSjuP14z6GkGY8Nw\nIJFesjfIUDFNwDrT1FZSlhn12iK1xQTP6mJNU1V89OFDHjx5zto1PI0F54c9LhYXiDCHpU2aolwh\njUzvdxFwwRFtEuMbLXe0iXMBIVIOpcfQBgFaojONaz1CK3ybOjCD9/jQogY54yt9aAuKvkFtWpzz\nOOlQMiUuxJCCvAOpEzcVK7EL+d5+iLfoStLENE3N6RPHH//C88n9Ct1o+OoJL+QB+cEV7l47YG8g\nKH5thHn3Ebcmlr0sR8uAqxc005pv/KMvMCpv4oPoZFWSr9y+S/mfSv7ou5/y6JMzvv4bY3jU0psY\nGq04fntMu+7TtEmYH7bIFYn6E90GSUiRbBDCpUw+VZAiRdUQ0bIrwKToFuyEqEchKEYZq5AxOC5x\nM81wXyIeKaKPaCUxRY/x0RCBIhAwg4LJVUOWSZZzML0crXLaIHEh0riEuIgt0pvsvnbVotgeSxA7\nZCYBM6m4jZA6HkMqcIUW4BIyp7LOdoFIXElc9Hz00YbIimdPprRYrsYhz5pzsoHBLzyn8wv6gwNO\nJvv86T99xHvvf8QqVmQSQhvQ64ap/5Q7R447ZoDsleih4vgwZ/rBBf/RP36Vh49mVLai9ZFBPiYX\ngoMDxf6oZO8lXZPuzmOLnm3n1NiBcOkyXKJ0cnvyokPFXgLytjE9wYedxGPrmq+ypCHcsg9Fb0Mh\nNS8er+lNWrRVuCiI3EksBpIQ653TfnzJuDTZYdD5NH5eaH0+PgPDEwguQBAoAUoLtJFoI6kqj3Op\nENPdDl7pbufc0RRedVB3kOz1xgzzfXq9PU5//pSDu4ZNlDRti7cWEWy3G3e4iw0ui1RVhTECpRXa\npLbf1nmUUDgfkEJihCQrJJumpd8YCp1iF4Jk12qc+pkC5/OWqnb87H5keOxxIpIHycFRgUfifWTc\nRO5eLbl1OOLF0vMJlmpWI7RDuASnR+uwK0cmO9M9pRBBMMgk117JidHThobzZcV5DfLWHuPhAauN\n4ModhV40iPkakVkObgx5PjMEH3bt+yJGPJFcKg7zgn0JzlpEz4AUrNs1vRiRQjAc5hitCS6CTNEe\n+I4WkJFcOHqxxq4c/ucb9m6W1HbF9VFkNFHE4In+0r+oM/PpdHVply679uoUj5QBgRAF3nsksHIb\nfv7pxXZbC0hkJhlNNHkhCL7l6XSJ9w4RBdZKMgMDIRFo2sriC48sHJtqjuw7Hr1fo2MGWcD4huFY\nUq0F43GGVskE1fQ9dRXw87QbbiOpw9Vl9K841hc2IREiOWq3dRfl4iMuRpzvhLUhErykqRvscs56\nueTp8ynztmGNZL1/gBkNMFODmy7T+ytIhBYJ5d2O7UoBBPdSALFMrxm6xdlHgW0jwQVi49CjpMvJ\nS0k9i0ipiC7QbiwyCLxW3fOJTuCbtHQm7wqQrRYxJYInIRBdMQwkd6Ok7/ngo4rpOlD1ch6aPgf7\nOdHsU+s9bh4OOexl7GWWvKcJA0e/bYjNGetZZPrkjPOFZ5AdkoleCh2XIGTEaHjt6ITx3zc8nk4Q\n96bIqOgNNJNbOWU2wq4lQtjEcMet0udyvti27EvZdaZ1l/Nlhk7pDvGNsfv31g09gktMnIySLDdY\nKVEqFXIJmJcooVCZQaskcldKIZXEuWSNILVGFQrW6TrLziJ9x17u9jMv639euvFbNPqlHyEutXOp\nUOg8vNTWAyoRZv3JEHG6JhtEfFzg8UyOJzx9tKGqG5x1rH1Cz10MmH3BaZxy7s9p1g2b2lK4A4Rd\n8GhxmhDnEInacPum5dmfrPj52XNCbtGZw/QN5UFEDGD1wrE4c3zty6ET0McU2P1Lthvi8jRfui9d\nyZl8y7Z0edhSeZGwrcBi0moqlWjNUG+vQaL4YmfhMzU9etmAauMpDjPkRZ9IzX+AYp1JMq0JSqGk\nQku9Q8K6fWLnRZc6Tv9VGJ8XWp/14bsdHGB0mqx8DIQmfRh1niZ3LZLLu5IpNiR9XgROCqKTFM2Y\nb37tVzmeXKN0PfyNimtvjTh9vkqeRK7FeUe0ASMFqtcye9xiD1raTl+gKoEgIJwgatlBzsnc03iD\nyCKtt2wpExFEMsyMyfAwxphiKEIkCs3F1KCHA/KFZ/+VHk83yXn7+mHGyXFOmcOXdEbvDbj/F5bp\nrT6PLhKCEH1NFjx6z6CkRkvIheDGKOPo5gDV1zw4n/Lu43POTY/e7Wv4lUd4z/y8QoR7OOu42pdY\nOUBI3fnQhO5Y0zlcUQO+/ZWSyfyUeOWIEHIkkutHJaYuyYXi5tV9BsMyBeB2wle6ewAVV9Rz9oLA\nl5GH78/Ipea9P3jGt78zYbLX6xY9kfyeiJ3TdmdBI9LvooxMf3HKcKb5td+4TYySxtZ89AdTbny1\n5I/fvc8PfviCkG19eAR1HVnOWs7qGus9x7d79Huafml48umapmoQoWD/1QHzT9aYbEOeG6qLwME1\nRSM807Mlj56umOSBxjV89GlNKxXNeo0NjvXasb8vKPYkZIrlc0+wgc3GIVCUeWS+bhj2DcIKpLbE\ntiVWLW1tMb3A+vmS4y/cpNgf8j+fQvuzj3H1krlfUUWF602Y5a+QDYZc/eqYT3//Ht43gEda0oqq\nJTqTaK13Qmi63jo6xAYlUa3HEzvTyEhrHa1tMPsKrQ23b1/j4lmF9SsWZ+cszyRZLil7I0IQSK3I\negUiBrxtOXtxjl+17B1MkLKHLnSHCEEUmtj5KEWZ4YLkg2eR4XXP/YcN96eRvbe+SCsVC9GnNxnz\nW2+Nefd/e4+Hnz5gpD8mTp+Qv5ohzh6DjlTDliu/8h3q+QFVsybLNsg8hVwH53j6uGIWALOHHm8Y\nzHNyK9kbjXBRIEOTCgspLhFRIbpAbpGabZROTuUiXFo9dNOREBA2C+798TMaOScblvimxVXw1u98\nJaF6tCxnNSDINFSnG7xtENIkywShUJgUFh48mUxB51JqeqOMPM9Rk4yh7VNkntE4S/Oa2KImdCiW\n7ATXsEXZtwJv0WkdY+g+ywhC8GAlKpcpny8GciE6a5nk/F+Oe8iQrErGkyXPZzMmJ1cYzCqenz/D\nu2ZbSYASXH31BsUPHuCqFZaWRklEpvDugGl4jhU1Ubd4Izgwxzhp+NnsHi521HKmuLVxXL9+hYqW\nma1xpE5V1SF1CbEUuzzPlEqwdYePbPVmyf8qdtFG6d8xvGTGKgS28WktyRTepq5L3dt2XKZCq1ms\niQ9P+fIbY9YLw+TmgC/dOKSpp7TXNLpe8O/84zG/Y36LoFzXgRlZLxqG5hgtchAtV29q/ta/fcJ3\nf/D/4/r4L8n4vND6jI+n9zxZHhjvGbSUqfUftluwJEqPoKJECYkS3e46polENJoilhxzk6ODm5Sq\nh1gHhic5TlqUkcS6+4CGTugaAlp53Lqid9UgundRCJ3Csst/E4IkFg6RYAwxQF05GAVEF9WjOpFy\nDLHLUxRIAzZKWpmB6lMeBhYrzXqY4YxmfzKjNIoYHbqx7BmJHeWsZIYNAe0hto48ghxqfAgoK8h8\nZH+saZeeUa9geCJ5MG2ZOs3J2OJlixv30DcCm7NIbz+nWtW4xjN/WiGdAyMJvluog6cvS27dHVC/\nEKkpwUQGhWIyKskmRdIDqeTkJ1VyhE6t2aRdtIhkynbCVMnVWwVmEAjlivW8YO+glwozBds96nbX\nLjvdEVISBFTrDUoKyn6JI7KcN1hveb5p+IsfT2lki6sDIksw4sa3xIViMsk5Pig5PijAQruKFGXA\naOi3isFhwfReRdW2Sb9iPQSPt4patkxnFUF6prNA6zXFRBIfdzoMrZltWtxFoDeQ7J9kSC3oe8XT\np4G2TqicbTxlLoje0lQt3jlEDEhhWc4uuK5uIWOfd/6TN/i9/+JdcDOWzrNal7z19QMenBrwkhg1\nIs/QncGmlh2NrkSnExJ4mRZYWyeqUARSt2hGWmSBICLeeepNg9M5xgt6paHQJcOhoK4DzWpFDJam\nAiE0EUmoVHI6t5EQG+abOeoi4NqKaDN0lhPbiFCKcpIl1EZI4mDMImS4QY/3f1RzVq8Q/UizyXBC\n49HcONSc/ekp/uwRhX5BjCsWpzOCMQxfDPHCUAvBnb93SG0d9SagK0FvUFL2M4IwHL8uuGYiuIh/\nvqJxS0Rw4MWlz10nxOoIMwLbTroEm6SGj/T9pdY6vvR/AxRLvLggO9zDbWrCKgUfy+5939oGnaei\npnUpWscos3sNeFk/lTREeJAh3UvvBdGlwk+hdi+9FY5HLjskX0bb4laXxdboM3Ti+e0GL3YsaLz0\nDe2K7oQYSXSmMEozHJeczhaYIqdfliinaEK4lNgLQdYvGe71MbGgqlcdHSvJi5K41IQuRzEiwEhG\noz4hSGIXDSTE1mg1El5Cq7bdqmniTce49aeKkS7/kJc0iB162t1XOp+r3WXrLkH0IRVtQhJjMi1O\nIvnLlxRScOGmaDT3Hsy5PYksTivu//QM9e019/7slCcXU6bTKeu1JUZQWlEe5fztf98zKeHBu8/5\n+CfPifX5//PC9tdsfF5ofcbH5Ppdzp+dE5cb7vQMRczp6QwvI+ftEnxAy9TlJlVXDIXQ0SQgXY+D\n9gv8+te+waA8IC5boq2IakmzqBGNhSBwzuGdJXoFPhCiQ7YW1ZqkVVICr1KR52zs6MD0veranBsb\n8DFSN5Ys0yipwIUUNttRE70sZyimDPuaol9w2D+kFyb4XPLa7Ve49lbO8vdXnJ2ucNUat7ZIE+n3\nejtzvAiE1lIaiBg8imKg6K8cV65onn5gmRwKenFAdf01xqOc3vEeme3zxjsT5m1O+doRFw+WeNli\nXhc8/P1z3KZKsR+kSU0GyX5/wOTqgPsXFS2R0ydLjIiooPFBUEXLi6pitMgYDsPOdTt4OkuFgNRp\nYZNBsDfpU4kNDz59xiuTjGt3RkhhUsFGJ+YluZFvPXKkSr9rbYXqC3SmqKPj8U8b9q4b/vTn93l0\nPqfdui4GECoZkholuXYzByd4791TXOtTg4OATEZyNcAYgxnlVNWGsi8IsuHiqcb1B7z/0ylPXlyw\n2UA+GvOlbwxpZpFPOEVTM8gUg4OMzcoxn1mi29AfGMp+xqRfshGBIGG5qFgtLWW2Zrlc4WxD9C1G\nVsyWz8lLRV7mvHbybR7xI1btnNXFkleGR/zN3/oif/TfzBEiElAo3UMKt9OfxJCEwsSAa7sIEiKo\niOusI0T0UAuiUQiviCGyWtWc20h5ktMPDuEtRsJolCFFwYumoalbtDEIsSGSCgBkjbeRgEMUgY2t\nWT5ZE4Nl/6AHwWDKjNP7axQRyLCD62x6R9hRwVxtMFmFyWG2VoQguTqOXGunPHv/Iwp5RpAb2lCz\nsKBlhrKRICPrZcC3OW2IyKFECE1DovlGw5zxoI+I0FrPs+madrag1/OEMCAI1fkvycvyRKRFN2VV\nptBrIQSx00LyV6gqEUGakt7BGF87tBoi+wVKZR39lB68WVeM8hItBa0BqZP8QGm12wSmyBlFVFsd\nFQidOpqd88mcmYiK7DZ3csvz7Q5I7AomKVVCrbYddNsipyu2Y9cYkk5bdDpS0T0uSSwEgsykdIbR\nuE+mDMoY9k9GnD0dsKrmQPeeYo+8hBgG5KOCODcQPSLcouz1UDIjdj73EAnxNuP9IUkh50i0KBD3\nOm2TIMZRV/BFiJrdyYYkJxBy6+b+kn5u+2dHlUYBQmz59I4c3tKvIaCyLl6KgBAe2fk0QpqzVJYj\n5B6mD1E3rL2l0ZF5WFNc14Qi59HqjPtn73N6tsQHmzrWzwZ8eRO5Ll4nKMvP37/Hn//oj//fLHef\n2fF5ofUZH9mZ5zf/ztf42Q+n3HJzvnl3QLNoaRaC/tff4IPHM54uZzxfPYc2ElWkXnsKKcmV5gvN\nr/D3/s63uHbtJroO2NCymC74sz/8Hk8+nnHjrau88o3btEYn0zrvUNJQqAztGhwt0UEWdZqINORG\noZSgbV23G0sRJyGmnWlL8vAiylQ4+DSJ4CNvjWBaOmJV4daBXNa88aWrhGzMJ//LPco+tHLFex+c\nEhc13/yda2zuWdaN5dbFig9scqiPrUZmgWcvPAevKcpWMgyeK1dKbr4+JOjIam545de+gK8UolSY\nKxOevHfG5smKo3fGBG9ZTCvW/+wDVo9f0LiavhbJqFEItIGDiSHrZ7hhj+m6YVgK/DpSlJq5rfn4\nL58zPDlgcSF5Jhc0m4jOJP2BweiMfJRa0htvuffjBet1pFJLgi54upix+BOPaDV7BwXDcU45LCny\nzmjUpKw4H9JutTzUPHv0jI++d8HtX7nB4U2FySTf/x/PaUyn2apD8sPpduk1nscvGlytGBwfoGUk\neM9qWREq14ljJXu3Sj75FxcsFlNmswr1eI9lccR07ZFFn5tvDBmOctrKoxaWYCVRSExuUEEyyHPG\n10rWIfBi1rJ5skD7QFEq9g5z9veGVK1n/XTDvU+f8Nqdq6xXa5bnS+oChH+GbitGVBTlAS/sAe58\nyWuv9ZgMBLqIyCKQSU0UAmcT+hoDWJcQQ2TSByVRb0xxI1qmTLsQUCiuDMZcOx7SKwR5rgmlprja\npxjkGCMQrkJFj3Ir2vWCpm7xuUFpjzIZKtesZg2qiNjGUc1WbPIalKRZWeqgKUcG1Vounq0I0eJD\noFnPMIOH6NEVblwbsZiu4HRJ4UbE8T7lE8f5/WdcMWdE3xC9ZVVtmOWRk33NUf8K+ShHDfuUZaBZ\n/N/svcmvZFl+3/c50x1ifFOOlVmVVd01syeq0WKTbUhNSvIE2xDghbURDMM7rQR44bW98dL2H+C9\nCRlaUDYoGaYpN5qkm+4Wm6xudlV3TVk5vvm9mO69Z/h5cU5EluCd4UEl1gWqkMj38kW8iLjn/M53\nPGGy39IYB6on9gMnp5EzL2yWPUPfc/WL9zlKnsFY1FWDjErel3oxixiVu+tymH8OQlbkjka2gvNU\nBhYpkSdKEchIbvSB6BNKWZQyiESUcpw/XjCaWZwZZQmBrlB6jHW2PMZTSLmix1WHdHKaIwfEYmqF\nigmRniEolusBkRGltTjn9anPA1xFYxQ9W7QOMkqvlWSXryRSgqo1xeiisXXOQchGlBeBpb5PeEmY\ntqZpKqIo2klLO52QrmPWvBrNDRR95ZjfHTNeH3CQIv7JBX/j39fonzi0tpAUkiAF+Pv/wHL5x00Z\n6LIGVJLw177NToN2MM/vSxKhqmUnbjdGFfef3tGAJPLwRYlsyBJRVNGH6pwMVJLwyZoCo7LwvQys\nrsqaOSUql4SLgFbIgdKTAAAgAElEQVQ4M8FWkaO7ewxpyWx/zOxoj3qv5aUHN/nxL84ZdKRXnmB6\nlI5YMfjYY3Ri/+iAe792n9/95/8fbZT/P19fDlpf8KvRSyafRL7/G3e5/pPE+3/2nCd/eYoKlv/g\n3ft84+UjxmeWx794lsXcJGoR9gc4MI537zQ0scMvz2FlCOsV0W9QIbA4W/L0vTWvfUdIKe3oA2cc\nlatoxoZNGohRICpGrc7pw9uIB5Xv3SAp67RMFmwHH4jO5YRk2GkEDHBYOf72375PTIl1WPCLf/IR\nd48c9azmduOop4H3/7TGvHKTyiSuj2G4tqTa8NngcyBrF0h9TzWybHqDf2YJozVKekKsWF2vaM2I\nqwjWwfLTwOy25ei+49HHkfldR3++pLrjkMOW/pOci5S1BnnBNSUUdrkY0JvEN7854dmvhK4LuIlh\nWHvCoKketNw7OqSyCmNlB+VrrdFiSCmLtY12jO/UbJ4HptWU3/j+FBWEpjbs71WMGo2zDmNcoTOy\nuFyEjE7GxObac+0HHp73zB9dMho3LDrPJoYs4FfsYg62IlgliVEjtDPD4cGIzVLYrAJ2LDDxuC47\n5JSFxTrRLS+5OBmYzxvWagNJY8TSWIPVieWqJ4rHx4CWhDVlkQckRsa1ZvKSo789ZXkcEOD8NHFw\nELBG8JVwerbh/PSY0A/YKtF9dsLTn/wFVjecHXeIv8xJRdrStIEnH5xRWc2wHtB+jXGC0jXbcjmT\ndDEOCGnw+XUQhbJ5UyaBVgZnDXvzOa+89RL1OL/2Co2tKiaTispZUoj0mw2r6yt8GAghJ+gbbXEV\nVA1AHvK0JPyQzSHWlXsoCdYqQi8kA5I0MUV07RGWNErgZMU4DQzi2TOwGVqUM1wtPXMrOBVJKXJ1\nHhA0j97z/M1/OOXs4cAQeobTT3h8/ivayYQqzLh42nH5ZEOyMD/Q+CHg48DqJ4/53m83LM6hfzai\nvhlJyaKMK/Sa3umT2OVT5cFDYkDpjKjINmtgC5Wq7D7UNjcZBFHYZlY2aUHra4YNhAC6qvLgqzXK\n6JJ3V9aOVOJolBCHgSRpd+8lMtu5pfnGn0PV/iVhfLmULk+xoDo7IC6Vf1B0XXlAyfdKpualZEpJ\n0UMV4X6KuwElU6KauraZ2iyZYcwVnAm+F5JPKOWYHI7ygKV0GTzzYTMHkW6ri7bp9uU5bild4UXW\n1udQu22ExZay3P3Ou5yz/CxV6Wv8v5gFhB26t+t7LMOosS8o2G3uRz6nGZISRvOaq7Ciqhv2Dqdg\nhWZWo01dUuQ1IeZhclu0bozCWsdoPkL4slT6y+sLcJlmSXV8wb27ls23b/PwZ9dcGIGV5+KzC8y4\n5uV5S5saltLhQ+BO0txaCkd1JP7yY54+7biY7nP7zQOij/j1mn3bcOdoSupqnK1Q2mJ1vhmdrahq\ni7GagKC1ypRgiAQfMTZSKUtECCkRukgjJvch1ob1ZsiLkrIICi1SCmkVldVYVSEiWN1TK8WotjRa\nsX+zpZr3yFsTqj1DEuH4kyUH78xxk5peG9774wVCh1557n+95rMLza2XA+Hja0g9w6bl0adL5m8a\nnseKoa8YVKAywup0RRd63CWMZhv2JnB+ELleGZTN1UEpJoy2iMq6qGu/4eLpktduHDLea7l+ssRL\npgatN9yqRkyqKuvYtgGCIqgImCxgNVrhtObeyzNu30uZLlAZVkgCRlQpbFUZHVR5uFJkxCalnKW2\nuIoomfLgWw1OCT4Enp8vGWSr3cgrd47YzI+REC6fBVZaaM2CqrGYfbi6SMQ+B06KZOfX3ldG/Pkf\nDBgreONZdR1CQz8MhDiwXsE6LFhdDyTJwn9dGbqNEAZIQx7sTKXRlbA3d7ja0PnEZrEm9JFhY7Dz\nwPnZKXG9ob7RooPh8v2PqEY16z6CWeVBNykODh1xnagrxfX5CuOvaBsDsSou0YQKJZcqJSTp7JwV\nIQwapVJx65pMx3aW115/laQSlcuvs19uqKShdQ6UMCwHFmcrBMnDBHkIrpzDYrDOoK0mSiLMFT6l\n4gjtiSHh+0DyxQ2oNHFDCRpOxNjT0mfUzGiU1TThGjOqWTPgh4gxedC6XgwoI3i/ZrhaMAnCsh94\ncj3wT3/3itFszNe/fw9jxriXoaqF0EfUVLASGb+VOD5dUl0H7r8+o+8SQ1Io6wCN1pqkNEo5YtL4\nZIlBIz4QhkilWlAWgiWGnpR8HhqUzf9e6WKuVNgSB6EVRDulbbI54M2q4ke2AltjrcWavMn/+J/D\nEBJSGyaV4jRlkbeuNM4Z0DHLIUr9EeMX0QOfn7C2M4Lafv5LMrnaUYzyIgOs9CymmDL0UwbN7de3\n91vlIKZQhORSolQUdWWxWues9PK4MSasCsRlR/QDpgbrDNQWhS1aqDxkbena7bC1HWy2y0E+50rR\nVmUZQNH873RtZaTaMYoFvM7/TspgyovXhNJ1unXGGlOox53B+XND3DbkVOXfQSmhmTquL/Lnf3Yw\nAb3GtQ6lHCm8oHJfBK/m52qdpR0/A6r/u1vfF+r6ctD6gl+n6YI/kb/gZ39oWP0801m/9d2b3Ngb\nkQbPyfkS85nmt+Id9t4aEcdr+v/1MY+fPuUXVytie4a/fQe7cFye2myt1jCvFF+/X5GqCbOqwc2m\nCMLgB6ZXDVfXFXams1he8kY/tjk8L4bIsMkieK0Vs4lDG8Xae1ZxYKN7Nn3PSzc8lZmwq5/QeWgw\nodj9e8crr96g0pY6CU2TWC49+zdHuY1ChNfebJBkSEbx0acb3Cyx+HDFgyZx836L/GjNR3/6IbfP\nL3nlt+9w69ac5zdn/MEnjtV4gl56wrDi+cM16VMNZ5F7v3Wbx08e85P/9jHrs+cYHXn5luHnnzri\n0KNrKZlWmo/kin/0ux/y96qa++/epx5FTt6/omkSbIR0GTA3i+BaqQwOJAq1kfVZIjn4NUue2aXL\nU1K10zYTC7Vb+K1ViGQoX1uFcYo7r425GUeISjz61TN+9N4z/uzDSwaVK4mUAluX0FWVF1UTK176\n6gHNaES/VPTrhJLEpG6oJ5qJgxQjVlveeOMO5xfPuHgY0W/XfPSDM9baIrccT84H1HXPpIu8dENj\nXUBrx2R+xP5rY+xM5ZiHXmW9VBCGvqPrekLq0NUIGzzhoOOnP/+Mo9ZiVEL5DbO7+0xvh6yPC4m0\nXHL1yTG364G3371JXc9Y/C9nuD3F+nlP6bwlpG2/WylA1obamhcbj1U7FMNajVOKq3DBX/v2FFs5\ntDHZgl6AmpQyinJ0Z87L35yzTPe5uFyzvBrYPFaomKMKhvOewzsV2lRMXj/E1grtNK42GFvlXCGj\n8TESo5AQVr4j+MTyqif1G5pGURv44f/4Uz758JyN8lgD1wctd+9PwAofPjpBO8H3kf/593/O3cND\nrs4HVnXg7juOdt+xloHViafRNS+9PsOnwHKxou9XmInho9WG60cLfv6PT0AF6gnM98c0M4vWBjee\nYlTF+SONX/c0raNpHcZpxnsjVFSkoWdzabj51XuMj+7DoHBVzEHKPjGuNNPJGsWMeLXkpf2Kv/cf\nfSMvYMnwO1+9yfd5Bz8MRJ+IK83f/U+/h+fbBFZMqhG3b+/RvDXi+Kzn7dduMfr0nM0Hx/QyMBuP\n2E4jgtrmaubBRefKnNx3vc2ig9xIkVDbQwdZ26hU1qPKFv0JW6ROIWRHszGJZ48v2DuwCPk+EhS2\ntVjrqJ0wmTS53ixGupMl64tT+m7JOniszbE1WV+27TXMcHPSmQIEjbJCMrqYBIWY1lizlxE0U+/W\ng6ypK0NRYRMyerRVyb4YNJXkgOlUOiBffF2IXaDdc+Si55hfH50fR0mmT7WDOOSAa1RAakUMlqjh\nl5Mlr1PhxpahzVEyoaBlpJwwfyO+TPAeM1b8cLqPGfb+X94h/9W4vhy0vuiXAaxm4Twn9op9HCe/\nmNBOj/jr//B11us13Xrggx8f0/oatxi4MB1JPH0fUAcGbXNH1yCJqrSp9yHrHeJ6KKdXVUTEagf1\no2DoBWtyq3wqsQNK58EhShZzhiBAJPjEEISNDgwqMK00bTXKUDXlAEcW9T791Zr1xRKLEKKABRUD\n/aXHTdk1pAqRpANBOa4vI4vPOrrrJXu3FMsuMYjm8GZLuF6yWkV8iKwFTD3iwV+f8eS9M1ztsZXB\nzAyxs4yl4eSzKzabc0QvWV2uuD6+Ig6eJEL0kUbnKoyEYiUbPv6zS15+6zZNRX6+CrTLZawS4wsL\nvAJUruswKeufMo1AnsBE8uBVCoi1ynD+tjJk65iSmMjYVBHqisYoQUwipMhm1fPxowVnm3UJpS0m\nAWHHqyjRaN2i+gPcfJ/5nQElAZUCYRhIQ7Z3K+Ux2pAD62fceRNOXWL/Zk8UR9prMKZm4iwvIUy9\nFGoPJjdqlo8d88Eym1aM7iiUzSfczdVAcgMXzzv6bsPyumN1Igy+p4ue2aQmxowASdGdiEpcnq3w\nepNPy9qwCYp1ijQ+IIMnxZg3EhI5pVehU9a9qILKbtuqChuWhc8aIpEPfvgsd4RahUJTV5oQs7x4\ntRQmB5b5zTH7r+wxm4+RQ6G7FxCd6cnHvzzJlGHX8/xXHVoEozVNa6mbmqoxjKeO0cRincU5zczV\nKKXY1AGIaKPw/pqHn51zOlxlD1pKHJ8t+OTDBc1cE3TCOovXFaF2rKrIpglcXFzy9FPN5GjD2zdu\nMH1V471mc5WomvwZUmhi0rjKcPTNCn+25Gd/ck6gZ1I1VM4QIjTjlvHUUGsNEnDO0LgKaw3WOKyG\n2HvENHxrbhjtH5Ak4qqIUhZnFXVl6M56xnvbgaV8HgVEIrLNsCpBu9F3GKXQqsYlS9wImj3enb/D\n69OeSjlmf6dB5qdc9Svaeg8luddUqpw5JyaRksLIC/1YhmnKKraj1V5QaRn92tKG2zR8yWadmL9P\n6yza75Ydad4UIFKR/DbyJaHIGWGuNihijq0ZAn3v6YbMiQ5rTwxnubYHQO2XgybAUNyGgGrYYkr5\nVyi0pLywDKoC4+0ovl2F0gsQCZXT7lVB8VT5EVkYL7u1NyNY+f0IEepyj6SCKBoFPik2q0BTJ0zM\nQbMagT9S8FaOD1KbPPxZrUhRE7ePOSqDbhLs/2D4nNX1X+vry0HrC35ZkykmmSn2vzbCPE6cXl4z\nlSUnH6/orjuieGyj8N01T37+hOcfnqGqRKNNofCyDkE7BTqRVBY+hgQSB3zns75BMlRgUFgDQiL4\nkEWYrjD3NosbPGnX4RXJOgvTgOkUdZureZYpcKNQYMlkVKsoFVjVC55eLWiC50giPnpkkTh/dMHo\nJc16I/joM00VIbkJq6VmdZlIvmOxgdOf9RzeqRlPRkg7IQRyxU+CKmrsNXRroXKges3hK2NOzi/4\n4AdPWW8ukLBCac/55RkXlyskDlRjh8KA1dmDZBS9eC4v1hATdWVwI0MaMrWwRY+SbC3neWdPRYMh\nIQ9LyuQgT8hIXSyD1taCjcoBm0bFknqd8qQghQ8o3YtJhOA9V+sVT07XbGTIdGPZUFIgDxYRlLXU\n8zl7X3mZt/+tV/nZDxbobgOrDVrOcdVARU+ICWPyw9y5v0+ce97/8WWuJ3EWJRYnhokYbswD/nLI\n2iitmbSe8WtTFseJehZZPnKYBuqxQYWa7lgzm2iGymGqig0DVyeBbh2YNjVpEGIMn4sm0kzvO0ZX\nLfayQ0SziEJPwoWB2A+kEHNZdtHWKK13bk+lczq21rlLUT63NyXJFPhgFkiK6JBbFjqfhW0xKZYx\ncP1ccfLUYd+bUVcVzazi1qtTqnFFNTI8+MptJGVMYLHs2SwD3SKwuAxcX6/R1+BO8/5eNYbWOMYT\nS9U6tFXU4wqLZrlZsVAd3grBQxRhHQcW0WMuDeODMbOjCfcOGsampV8B2jHaH/Dvd1ydLzn++B43\n7s4Y7RuMyx+kqrWIqsB31DLizp0ZG6dZfCtxsVzlRP/g6daB/tkl1blh1BisyU0ITe2YtBW2cRAF\njcf7msmfP6OtD2n1DNt46lGFSbmonpEUUXk5a5Rpaxc+IHn4U0blkvoiTo+pvI8iGLHUolFRcH7C\nYX2Tym6wriVsVnQSMamnqWKOjxEFNDibP/9+tWJYD7iRpmqn+ZawCtXlZ1JOLHnI0i9oR63JBeRC\nFoK3hs2mZ9NtK8RUPlylc2IXiBpcfQND/iGSHmf0SElO0dj2zqacKSgp9xVK2mJQaTccztkesKBT\nMM2zH1WjStL9Fs/K97X+/I7+uSEr/3r5uW4HM4pmavv1tB3WZFuLJjsaUlIewlT5nm7lMXNPrSoW\npz2zqcvDVsrrkdJZeyYU2rCsa1LaLfL99uJr/7pfXw5aX/BLKcAqxCvsrMLYyGUb+cvFOeEP32N5\nskGpxNHRiFt3Bk6eP+fJxZKjfcfhvMImQCUkKULUCDl3oPeRrh+wsiH0A7ELiE3EmBOuiUIIA0lF\ngsk3vyWUag6FcRZi1iJVtcEoiF5onaK2FRYIvmz+CQjkkyN5fZjuVXQPKmKv6VbCoHqWZwPPn1/Q\nP9b4JvH0ccdoCpPWYg5qqnHF4VyIezXaefrLnkpPMItcgjqaOIxSWBM5eXTG89OO+jUF3UC3Djz7\nseXi02cMZxtsu2LRLVlfrbi42BBTT5JEbXNgo0KjJIey+piDVpXSWK3Ze2nE1UdrUkrl71UJKN2e\nTQuVVVbCbB4o37c97RVNS54wMrRvbKZWd0vTds6KkMoimMuuPWfnC677Db2OpRSX3WKLgFIalSzj\n8R576mW+9cav8+AblvPFks8+veThX37M5tk11cUFg4eqzj/j6M6cp8tzzj/qwIEZJZREpFJM5gY1\neNIykWLAmorloLi7P6EdD5w/ihzcElZXie4iMDs0zO4oTh8p2qlm3lbIwRirIstNYn+IxCGQSnen\nEsFpTSsOpxrcOIe4bgZwThFiIoRAGjwhBoo8qGhowChQzmQxsSbniRWERVJGYCOagxtTJOSBeCui\nz64uaIdAIpH6wHp1zrqHq2PNyXGLMxbrKu6+fkA7r2mmFXcO56TDYgpJgcWiZ70KXJ502dG68lyn\nNXIpKDJ1dXjYMp1aTi6P6YKQxBAl4lOu9Ykq57FNdMvXvnVI3VXIIhCmhoRm0hokeFaXG86fPaVf\ne47uH3HjTgUIrjIoXdNdlMgGn5GeN97aZ2CP3g90XWDwievzDbXLHaXzgxE6aZraMp40HL00o7sW\nVtcdZ0+XBD1wsbzE7GWkzlYuhykbTTXKYbuUvLydBv1zwqGtnkiZktdXNniRF591RO0MNsZV7O85\nZvuOpx+do6LCGcXINVS1IXrL4d0Zo3mFEotRPdH3pDNF2+akeeUiMUSUtZnOV1LiVgqipUsYyHYI\nM5ky86FitdZEXRf0Nt+7sRyivrrTnSsuNAW1VgSdGxmMVngRNImYhOlBvr91EqIPJAkZ1TpKRY5V\nJpOiC3shedIvkKzPoXNbmdYuUEMpRJeQ4xwmtg3Iz/8rsRC7HyCpmDiLQD8ltDNIqVsb1h7b9dSj\niuXlmvNzillhK314IXPIvbb5DU9lWEWnnenhr8L15aD1Bb9yz1fOYjFWw9QytDDINT9WC/Q+qCCc\nfnJFtTbcnWtOruDPP7xibBQ3vzbmar0iJoN1FrTQx8Dl1Zqxc8zaOVfH54xvzpDBAgltx7gqaxG+\nNmjOouYaoQ8B6RRt4zLVo7OYeBgiWIOzDqtMFoerrNXpQqSubMmESqUby3Br/wY3926gSDnxWWsO\n7yvuxIOShK92q4QkuEbx4Y+ecfOmpT+teeflW+y/NudPfnhO75fYmeLO3UOqasRXG8P931Gs05L/\n8r/+Axan50gUuhTxQ08YIjF6hBLsSq6xMUqB0ThVBJwqb84JxehGjaobNIrDOxUnvzhDAvgAYqqS\ng6MLa5c37q0INneVyY5aFEm5a8SqvLBBEcXG3MMGpIJOKQXGleQjZQjDmrNHS9776Bmb2OU+lCQ7\nJz4xJ/vnqhNHM5oQZcKcu7xz7+08WrwDq9/pWa3XXC7O0D/+R8AGpSJBhPPTxNENg2paXjmcslxF\ngl9TXQ+cdWs6lvg4MN2bUqWafpFQquLgAPx6oG2hHjtWa2FYwN5hxXrjWV15lFbM9ZT9rx5y/Mlj\nGgOtdxBXxGDRylD3G1TXM7kxoraJ12eG/+TfmfHf/7MF64nFuBZXFvCS5lAkPIKJLxb3EOKOZVE6\noVXCAbV2qKqENJI7OI0BYsTWNm/6FvYmKjsZC0qaFKB6Ls8fcnosDH1kdTEQQiJGaMaOw5fGjKct\nX7k/ofq1WxhdgzYkUQw+cXo8sDjr+OThJT/43z9jE0FpS1Ub/DqC01hTc3Sr5bfffcBIN4ymmocn\nVxirqGoIQ2I+M2wuez59+oR7laNZNhyEMZqsU3JWs1YrTh5eYlTHB//iGT4mQp8rbbbl83ce7HO4\nVzMsIpz53KvaBK5OVzRdzaiuGRaaahCW11ekdwdm+yNGbYVV+XBhKocEBTGQUo8ilGy9fOjI56xc\nMSUxoU2ejGXL65bvlN2f8sYfuzWL4zOefdBx45UJyigqremVxSRFPbLIekwrORjWWoMzAJGf/fjP\niKHj+JPA6996g9HhKyAN0muMjUhUIENGimOPqhXpQmjxvP3gNl99cINUAk+tq7jLmE3a41vf/zoS\nPN2JJwbP/p0R3/z6tzk8Pef07JKLZc9LB6/wpLbMx7fp1ZJuuKZtGhrtaK3DpkRMkSSRhC9aMrAJ\nHIJOqcSVaERrRLJ3O22TBLef6e0aqUBS3HUXZgC8QNvkJHhjQJsma9liIobhxeseI8EHrM3p+1pD\nGgaef3rF6E3HMHQ8fyRY1YNUPFXX5V7IwbRCQBAeqKNyblRcn6n8oOrLrsMvry/AVVWgSPgkuFhQ\nDQMxloNi4fTv3WtpO4U667k1atgcBC5OBrwIyieszafmGBJL3+PXEXejobKe4WqT6Zt8HMqbtMk3\n8bTLLYVSCZcOcNCHnNliiqsqiGC8otk6g7TK3XJJ2Kw9rqrQsg1E1Ds9Uzb76OLMUagAtTYElXe1\nrU0foAH2BkObNFjLW6/fwI5qHuz1LI4TI10zm48wxS2pBSByfnLOZnFNSjBIQTHiC92DKEFEZ8QJ\nBb2G9gX1gSiijpw+2eTvR2EwSNRoIjIoUnFwaZVpkaynKAth0UNsRdtKS4nIoBxQy0lTsrsJsn5r\nW/xKoSBR+aTvY2LVB86XnigxD6mSbeGpoFna5o3UiMZqg1EOU7mMRBZxeO1qzERhiFzacZ7qEgx4\nLi+XbBY9e5OWcRsIi8Dz0yVPHi6xxrNmCQJt7XDO4lq9ez/XF4HoPfUC9u7MqBwM14HgBVNBd23o\nN4Fb3zvg5+9/hrKJTd9xcvE8fxa0RVU9pNw6oCVSmcArU6hDojaJZO0u2wnZnqY/P5znQ4Auidfb\n98IoXQZej1a5j1NEYSiJ5kYjoQzISnJhcnGSarUdBaCyCipFaqEeOfou0q0CIQWefHQOUWGtYv/O\njMleSzupmRxN84Z9p0Xd2WO5Mrz/dI/PTo9JPouzo869j21dc+/eBPYifZeY3a7BUcTN0G0Szcxh\nNhU+WfbvNUznDkgEn7K5wSa6yw6/6VicBmydXcVqBsYVvZoHHxLLy4gxwvpys9Pq1KOKmff0G89i\nuWK5WdP1lrDZoOlRQYgSSFGhqJGU7wnEI8SyLhUqqtw5IrnYO7/wQBGrb19ZtfuCICwIoefy8oy/\n/NNnuJHCOE3jDJNRhUJw1nDj1j5WZRSzajS1A5USTz4+Y4ieyd2G/a+OuVGNWV0JtRioYilez9x9\n6AbsuEHEIllDgU45+FaS0K26TNunhEkWEU24igQdmR3A3/37bxN0ZO17Tp6umI0b9r4f6V/5Dsvl\nkmcPj3Gzmvn4iM18yt74Jht/TUi5pD6jeFnfpgoypPRW36TymiXZTZvXg88l9u/iHLbRNNvzaSnh\n1hkpTpF/KQ4ipIIoUlzHNtPvaciqBURIviN4j4hw5ys9j/7CQwJzJmXtz7CbKs9DHZVnXJyTUoax\nvwrXl4PWF/wKfcx256RIUYhGYbYbStlhVNTcshV7TjGMHfurBn0bPum6XLwrCmNgCDnQ1IfEuKqY\nVjWVjfirTVZGunyzO5eHH60Uq+PE3i2NMrA0kUDRM5SFSGuFj0LTwKaPGJVoK8sWL1j7wDhEXG2y\nMw52SenbRSPtIt/lBQpUdAW55BbqJPz67T020XLxy56DWUsyhl979Yhwb8TqpKeyNVpM0ZwnfOwZ\nfCAZh6ocVltUlBJp0GdxrcT8n86hCMpkS7baDjgoooarVbeD87fdg1YXwTWUSSq/JUmE3eGzDFVR\nUu6RIw+gfkhYlzN7JIDS+fGMyVSi1hojpZOv5P7EJCw3kTXCdZCcU1ReL9HbyKAihtagxeBszWjU\n0kxrkBxQqJTCIHS9IdWOS9WCWaKIDD7y5PGKk+M1qrKcPrpAiWMxdFytE7feyOW3oKjarI2RUJKB\nBEZ7mq7TrJYed7HCtQ4qSOtsDLAu61TCdSCpCVGuOD3Z8PQPnhOVkJRmJRVJGZZLz3rT044rmgQt\nER19iX0q7yOS2Z88q5JkS5kU4a8UOW5BFEOCTgYmugG25ckvTAlkJUrZhDJNJCn/kFTi/rXVmW4E\nJnXDqBLiRAjKM3SBEBKLy4GzpyvOnq4JfmA0qWmnFYcvz5gfzul94KVXZvzlBw3ri2uGCEprJvMZ\nk6bmYF7l/s7WYatcM5VSylR9axlNNPUi0K0dWgwGRfKBFBIhRGIKJAZCyEYNW1fZYCFgkikuM5jM\nHbOpza5ZLMPgSTF/TqqJhgHYZCzFNULoFnSLY5KxhHVPwjCZjyBZSBOGtUecJcYca6BLinmOgygb\ne0qZXiy004sRtrzwJCR6SIkYDGZcIw5M6Xpd9ZlqrqzCDwZVWbzk5xp6gSh4LIuNh2XPe3/0Ce9+\nZ04aIiNbYWNVTaUAACAASURBVKpEXVn8ZsDVDWLA1LmoXchWVtlGL5QDTPqcg08EXGNQKNaXnvwJ\nM7jU8lLjIMGvfdvy1ne+jujApl9xeTlwMNtn9t2Gv/P+r/Php09YrlcIAZsqYoo0ozFV0xC3B2qV\nP5uy0xBs1Qb59VQvFiReiOezvECVyTUML17WypksaxCQUChAeWFwovyovI5p+nWP912ufUuJJDEj\nnqJKzuALB+Q2F0ykoOsqm03+qlxfDlpf8EtFzWjskCjEYmtORdsjTqGC4ai27K0MdYggFZU1HDDi\n4I0xo8qRVNYaBRKbPrC5DLz+6hFtWxHx9FcX+GGgqmpEQ/AR3+UKh/Xas78KHPaa1iseu8hZlThf\nR3QSrNFUzrBEU1uNSkXsmvIi0MXAct2jBerGISHks5cyOxfQtsx0i/BkGmyrEo8ZPUPx2t05Cw93\n9mIeBBPsTWrEaNJCUVV5GLGS4fJWjfmd//jf4+zKYEVhJWHQVAasTRmi15EurkkmEiTxjd/8Kp8c\nex6//5yHP31GePqQlDquk8/IA4AWkg6I0+hRJA59Lv9WQgz5tGdKtEBSmuQjQsLWFoXCCdiquIyi\nR6VtOGnKOV5KQcrDk4pZeyRJs7yIPH52xQefnrARSzObEIaItpJrTHzEOZ1rTdBU45q7N2/y9jdf\nYjqf7nRQkhRBIteXa1aLNRuZovsTHB0MMD8ccfZs4F+89whlI+3Y4q8DQ+j59H9b43Vg7kZURugu\nO1bpHK0yUmhqg9aKdmTpomd9tSH6SBd6/DDQbQbEr7kVE+Z7Ez754wXz2ZRv/c27GH1I0DV/1O9z\n1Dge//4HPPzUs/d2YtY6JgjKD/mUnXKpOlaRYkYmE+TMNgQVwEfBGI1VipgSOvedsA4de+0+OydC\nSZJPkikbbQo6KbFU6JBjDsSQkqBVCfhEkbaoTBKiaHTTohSkQwFJWQSthCFEfBKWZ2uOj9cwMxzd\nmPOd37zLH/7+NSTFnXtTvvnmq2gtROlpbMV0VDMaNVwvE/u3NQbN7KBGq8THv1pBDCwvPUf7EJLg\ne4/vB1IMpCC0I0XrLHf3RmyuB5TO6HYzs1QTR90a2iYfrm7eu5kpuEqhxNBWY7TS3Hn5AMrhxyrN\n+vKaXukcD+Es6+trtLKEfp0/871CWZNLkcmokIoZGY+S6DcR3ytSUsStW0GBT7GIjDQ//qe/ZDks\nGdWab337FnuHo5xn1ihGbV1kCNCaGq0N2mgObx3SjCbsH7asLq5YLxZ8/ItjjpcbfAJswiuhaZuc\nT2cielTlG0wLkkKh8BOqOKolbXFs8pBdBsNmbMvsk52IqThds3xASKuYUWYcLXPqSlg9Ahj47rfe\n5MHdI3rpCUNP33nW3vM3vv8203bEfG+KDmtk8CjdEHsNxlDVOXlfMPl1UxpnXHY963w/GJs1lTjQ\nPhtNUswGKG3zUJRComrygZSYnbq20gWFzP20dx4EPvs/PA9/dczLX6n56KenbPw1Wr6BqTxWw7gd\nGFeGlExBivMwWjUWv4bWGRr7JXX45fUFuCqbLbd9zJuurbNzxxnFap0PNKsopM7TDYHQ5xqKmKAy\n2/NilgR1IbAJnr4LxAEGFQkS2Sw6JKYsAhaTRY82DwtCSSkOiaYz3EwGZYRFlfUWMURiL7SjClGx\nOLsiUgINo0SWq4HGWZpkQeW8FSGirc6wtn6BQCglENmdLGOMmW4s9SCVgVOjOSiHOWsBp2kmCl0w\niOSlOCsNWs1zzUQClzzOZKrI2byQagttmqGURbTmOy/9G3z3OzUff/0pz3/nEX/8T37I+QdPqE8M\nSsWCTgkfvxcYzS3Wel552+8gcq1jPmCGjK5QGSChkmRReyyESlVOewKKSKbNcgK8FJV31msVZI9c\nJ9LuN1yfbcqiXuhVUnYAScobQeE9x7Wl0mMObo1R2uaOwyhonVFNHxI+JpIxhKixKmEtaC2sF5Eo\nnjRENisPqWPTDwQienuaNYlIIIrgYyJGQfvsK9dKZ2TU5taA1El+vkkRBqE2hv2DmifWUTvDoISx\nilhR/MbX7vG3vvoKj969Dz/6ET6u8aHDx5ixEZOIRCQoNDrb2CEPP5KrTbY0VJLcNqcklayzslmW\nOIDMMKti1FA7C78ovUNctolFIMUqXwatrTjMFppEXlC+KsOxGJMHIIxiMq9p5pakFI9+scHWiarJ\nLQxDH5nMDThFNVV0C4VtKmqjaJTk4ndJRIHQ5fe5rmA2apgdmReOMl1crSV4V1mHGFhddyw3G2Lw\nTGc13Zll1FdsVMXSKaxk6t8ayV1/TpB5R1XlgNaqrtBGocWA0gi5Yqtfb92GEdfmehqSxtiMjlMO\nh1oUovNAopVQNUKQjD6RIPQ9n3xwwmivYjKtUNMly9MFi+cDgqZ5tKFy0FSWg718aAghQAqIKKw1\n7O2v2T+ccvvunIvPLrg4u+b4+SUbJ7z2tif5AaxGUWd6C9lR+JR7CCJa5aDfHcSzFcoX1HRH2yEv\nJAYUDZ/I7r7efhd8jkErKL1SGiOaUHKxbGWZTMdMxi2Vq3j+8RLRiWZUsTf3hE0iemEyH2GdpW4M\n2hqaxpJCXjNUikgMaAaShb07LTGGPGxtS1xT2gWXRsn3hS5GkFioRKWEuh7T1GOGVaC9OcKpBYve\nMzWKZwLeR0Qsk7Zm0wmRgDOChIi1QlAKoxT1XxFU68tB6wt+ZYGkAiukqDCpCJ2NxpmUrewBrM5F\n0ClFTKVQKRfqVmUxcTp/nxEYz10eOBQ4p7EHGYXRVudNCcHoScl3olBt+d83QXEEHM8NXdEAmJCL\nYEULwScWqx4rmrZ1aAODeNa9Z1S5nXsn6zsjKqrdJqVL8J3EEm4q7ISiIgpdD1QqMHmiYBR2+rRN\nt0GbgRg0SHYZZRmoQ6kbmLam8gEbO6xOGC1YlTVR2aGmEeWwumJvfIPKzblgws2XbzH9tzt+eWPC\n7OGS1A2FltJ8/Zszbr46Qo01EjzKlMU5ZbpPaVViFtKODo0+ZkREK3TUpWojDx7GKHSlyNgXu8Tl\nvCGUDd0n0pPA+ronxrhLQU9esuQ1xZIKkYtj29rRVCNmN8cY4+g3gqsSxmi6pRBV7qxL2iLKISqn\n8W/6wCYEgg+IBFKMDH7Ah1hiKlShSCGmRAwQQg571AiSsrYkoVAh707eR7o+MPQBIiwuA0MHzjpQ\nmv4SqnEi+MhsfcEr9dd48M6EP3rvp/z5nzyhDyskrlFlyEEVz2BMoPXn1EBbtU9xbsmWuMobZhIy\nkrKjG/Pw6XRJ8N7a/rfU8S4DqiBlUBylstt0M71U9H4p5zzFANapor9RPPlwwDlBu8D8vsXNJG+k\ntsLaGmFFWCWascVqsMpi0JhVYlh4TA2ri8DswCKSGDaxOL4sp58mZu+WWBCdkVDRQt1U3LhhmThF\nWnnCSOg7hVhFiIFVFyF0NHODiorFyRLI6JbRGv3IEIfcbtCOaqxyTA4qJnsj6rahrjXabEudFcMq\nVxoprTG9LsWTqiSW651+TqfMsSfyOqBSIqWe99//DGMtJljULHHzJUc9Fqg184OsMaucxilBK0UI\ncHU6YCqFiCWMliyj57OHa86eXrBYXTPojoijXy3Y1Aozn5BilQfv4LNQTSB0QDJ5aNzpysrnAEqg\n8Av0fTds5Q/Hjq7bmi+2pKgqn9XtF7bzl95+Ryp/kxSjeUVMhmWf8DaiTWQxBMJCETa5DqpXI4w2\nWGMyVT+ukUFwI2icRoaBftNxvVhzeXqHvRs1KUVEVQV1irsBU6l8MLBGZzRa2OVhPfjmLdq7itVy\nhV8oLl8OdM82+f0xoEJDo1tkqhEcPgxUVS5m1Sof0qsqH7b+KlxfDlpf8MvaFeJLi3yjM1WScszA\nZCSoteaudsRhTeg8KWWEyUjuIktFCxFTonaO1uVTdTuyWZGgE4pI09a4tiL0A957RtZysH/ISTxH\nFNRW42NGmdxSmO9rtHN0UehVYlhusNagRWEYcNqQeiHUgA8MK8+41VgMzmrstjFeZ+G7AMMAEgW7\nRQTKJpgQeon8s58eMyby6qEidAsCcC6JH/6g5xvfm/Lx0zP+xR9+iF+vyDHjR/yD/+a/4vC1+5wt\nPQ+fnfHhJ8c8+vNf4fwSo3IBs9KGpB1zd5/JwQ2atuX+oUHXLTL7NWI7MHrpdCfISkNi9dkZj3+5\n4dXfvIm8bDISkrJ+R1LudVOuSFRVYlvFkTO3MrqTlU6CrbPWKYnCVfVWCZJzoPIfAegl8vjZJeq6\n4v5Lt/j00wti7Ikx/6S8emos4ELNm29/hQevGO6+dosULdqC94I2wuG84WCvYWDCT57eIflLJG64\n6k94eL5h1QyY66whC8DGg6ksRmuMBas03cpzqZe07YggCe8TB0cTSIq+jwwhFdQtxxaM9xvGtEhf\nc3l5gVpqvvW913n88Yrp/oTWNohSpKdP+eQf/x4k4RA4+O5tVv2Gh2vF8dmKLmzyROQghoSNaQcZ\nxJR1NShVCnm3VUbZhSUi1PUIUQqzDdJVMQ9RRrGrQELtmEUpdKQ2xdBBoXCUwllbHheCUpSALUyz\nHUYTRuDldyeEKARJXMcBPbKEqzVcBN587QYffZKde5U1hD7m0Msk6DtjjFRMPqtYdxk1HFLP0AUk\nbIh+iRvt4QcFrd515QXg1tENvvHWnEYbvva1/FlKKdKHPtNJEllergh9wofA2dmSbh3wG5+HUhPo\nY08gcHZ2lZG7U6jqrMH0ncfHSF0bwpBNNFXRX2oDzoIyirqt2DucU7WOqrZUVY5PMVZD0VQGL9hR\nhW0MVik2qxwh0Y5ajNMsnnWgdKm28jx4MIPosJLR0nrqCItEGkdivSTUPVZrJFj8wvP+T97jeVsz\nmdW8+sYNKlWhMMw2U9YXiaA149kYwYLV2Kom6bJ+Yoil0BpRZG92CRRWumCe5UbdZUqpIkFVuxgS\nCmKEjmRJRL5HBh/xfuD3/rsfcH2+xNWa8XREUzlG05rRtCb6QOg3tPuOpm5omwbnFE3rqJwl9oKr\ns5i973suji85fGXMO6NXcfoW1nYMG/CDwdTQXyu8DzB4fPBcHF/x9nffQVaG9XJN6z0vN4ek+oAw\ngTdu3yXKN1DrwLtf0bzzX/wtuvRdOt+RJFCPDYbE5bMV18dw9yvCv/kf3uXwjZb/7D//f3JH/Ffz\n+nLQ+oJfJ1pxV+eThrY6J8WnvOCK0ky14TBpUh/LhpBPiRIV2mhScSwGhITGaBi8sFz7LPi0QNH4\n+OhZXy8hRqrKZAu3VjinMOhsly+J7f06kqYaazURRQiRSmnqKlMKtXE4m+36uirZNTFhKvvC/VIE\n49rIzl2oIAsvUznxmVJfYSrefLdFy5p6WLHol2yicLqBd75zhK3HaJvopy3BJzQVjb3BjcN9ajXi\nwEamdx1Hhy3xInD55BFWd+ihQ2mDNS237uWBRIWchp20Jwwxt9qrUsaqFKpKrDeKvluxfN7RPhih\nChXqnN2yISAv0pyVUjvR9lZjlzNzyuK7S903uyyd8u1ljdYQhNnMcmu8zzf/3T3+p98zfPrJpjy3\nTEcgFqcqDo/2mE734dYcV9V58AtbBGb72mfU5vDelNV5g1Ka2DtMbHHNBt1WhAibIWBtrqvRZD2L\nsTnuYz1ExhOF+Pz7Wm0JUTBaaOduZ4qodA4HVRqCtvzqZ9e4peHeS4f5tyvWPyMCeLRdkfvbcj9O\no1veeH3CX/zcIQOgdNbymTycZ/pQdnTqi0/T9vcsvYhAa+vsjhKQbZ9cvq0y0mGLfjBDNXnT3CJc\nqJI+nx8nyVawXIIvt04szYtwR5V1L1qpTFej8GGgHyJ2ZLhxMKJPidU64GpD3RiGYU3d1hibEQtE\n0Yws1mnWF1krqKyw2QwMAWxjdyGSoHY9gfXIYsXk902yDrByLn/qJNGaNj9/FTm6k7tQRSJhSHTr\nnm7T0/vAarGm70M+UNhEChFhwHdr+pDrjiRBV8JHQ+cLBQtWb7g463JKvs1rhtEGN85p+toajNW8\n/HqFMXn9SGlMGBL9Og/AtXa792p1nS3XWfelqMclsFYEY7IkYFQ1SN2SgL1JQifFbFbT1obNtSZo\nRd1aYjCMD6sceptyfVXcBPq1ZwhZgqCMRVemIN8K7VxpJ/g/2XuPXluy7M7vt7aJiOOueTZNZfkq\nksWuJtkODXRToNQDocGBvoC+kb6BAA00ECBo0mMZQICAJtQgJZFssLqLLG/SPHvvPS4itlkarB3n\nJYeSWkBnMSOBNDfvOybM3mv9198knARwvpl92nhORex8N7RTP/cU0zhdYOKGXG2EnwswRIqDeTpz\nOJ3NCLZWcBEpCm5GVehCRx9Xxo91xQrcziFeIRWmKbM/H/muXrHawMrB1fWach4he/pNxBMZD8nO\nl4PxsKeUE1rXLBmMtOaRxkm0J8xQMQBPz+AjUNDRVMJS4O6zzGZ75OZKCL939f9p//uiHF8WWl/w\no94DT22xjlHMC6dUqkJ0ZnewtekJGkATiLPFrOscpzmTqvFWXDTVTnWVXIrJ352g2ZG1kM9n7l/f\noyTj36SRPGZ0VmRoxQK2+PjybvmIDkoVojiGEInOs+k6nDeVXS5KFuVcCkMby8jF+Kkd0ownaaPE\napC8NJaMouxffMp0OMKYiEVJyTF6j5sP9N+t9Ix8+8kW/+wxQ+zYrL5KNxjx1VXoqueJ7PjDf/Yt\n/s2fR4K85eUPP2HA8ej6in/0nz7HzQ7nlXmccSSs6jLncml2AV6EJx+t2L8aOX5WeYo31WBjdqhc\n1lJTSl3S1myDXsz9aNB9UbXYmgqkd1wg0aViMI+u4OHK9/zeP9ny+NEjyh8r/+1/fU/hzjgfLhD9\nik3Y8I1vP2e1uWYXrgghWDB4A72UxYbCxpydeCbnkQrPdxv+6I/e59/+VeSHxwdOo4IkYjDfpSUa\nSdrUw4vF15gi3Hx/Ss5moYGZ2GpSciowK7UWqpiHT66BdLLCzWJyaIR1EC3G52lwXq3K7TYyePO5\nErURLEt8kXBR4bql0qrvxj+LjL0TT/Th3Wi2XQpoY9r283pBtCwloaDUVC+2QIviawnh/XzxqqU9\na8WirywSx+5h4/kUTsczqVa899w+GjhnhXJszYjQ9Uq/biT9Wqg5I96CtFfXkXFfKUWYpoluoxb3\ng2Nuo3BXHfN5Js0jne8awmufz13GeMJ6G9oMSRkuLu21TaoL2uKO5jST5kxJhfs3Rrafx5k3rw9M\nc7ZNHhs3W87emTxne0cHU8lIVNIZanNnL3dKnjMumvJ2dbWmXwe6PvDo/StWt47rxx6RwOrOk2fQ\nqnQusFkFwqqj6wOhtwbAVei6QNd5rp8IEhzRB8v8jI7tpsMHT/AB77z9uwR8dJa9qg5fG++0Km6s\n1GKxTaIVTdrur4qbK9MxEbqKiw4N7eFCzdetWU4IDuciS+IiVDymahxrYsozRaHvVnz922vef++G\nhzcHWw9ypaYzoTNz6OP+gHSe9XbF7uoK7zzT/ZEQhNUqIMmRp5nxNFHuZh5ez/z8b17zwftPqVLB\nC0EGZCMMnUeD4tfC0EfUb8w+pFlIXBrAxk9b1qTLkt0eMQshCq0hgq4f2N7URiVQ6o8+t8b/Bh9f\nFlpf8MNHTzcE5lw5HTO+OYfnAld55tGx0KmQ5kwqiTEXTnPBJc+NC1AhiCFSS5RDh1g6uxOyKPvD\nnnOZmU6FzS5yPhYeprf8n3/2iu7hQMqRoJZpFopw0oKbFF9t86/qWN8EfHW4XAkxknPFaSZPSuhs\nTLk/jKy7SHQBvEWnaFGCSitItGXeAWpF2hLKPEjhg5sBve6JCENnLvDinW3yUil1y3f+6Zou9AZ1\n0Jnc21cbeyToNfLh7hF//Idb3hwf+KvhGfufvuWrX79lJTuIAqFw3D+g+wf2v74jaLKRCMZDynPi\no2/dsPntK/Tk8NTGZYNZ8wX5cM4hueKd8ZWqVMjvHOJrqpdAvpqbis0t/lC1kWbNZV4Erp50bJ88\nZjxt6fsVf/DRjp/8yytevnxBH5TBezrf4/3A7eMnbG7e4+nX30O1M5VnqIhvBUSxAsWrcDoEckm4\nomxd4Hdub/jOP7/hv/nzz3jvP6n8+b/uOJwPNqJQZU6FWoXVauDpsw2HfaFm2K5W5KMVyLELpHOx\nArWrHPYn5tPENE7UPHLrN3z32yueP+85ZwhuuHh8aYt1WkJxRZXqPVePH7HerND7SjrbeQ6DN0WD\nmMhenVLFkgIWywz7RObKfu23OCKLZ5EiFLxJ3Zu31AKJ1VkJQdum4nGdN0BCcjOHXGJSjOBtEhCx\nVbcaId2hZjkhFi6MsxFjEUFaEkCNnvUmsr/3vH55j3eV6eHAp3TU5yBz5Xic2a4DtSh9N5C1kE6F\nh8Mdv/7hpzy/vmX7wZqu85TqqRq4e/0Jf/6/fsxuXbl5vsJ3ntj3rNdbvO/o+h7vuobcuTYGXZAX\n6AXAsbh/L/YrH31gSHmtpW3Ohr+maaYUs7fIOTGXQi3KnCuHh5GSTVX79sWDRYClykM+MCV7rf3L\nM+oqaSz4f/fCeE9i/mc+emJvcT9alBc/gfW24+p6RRwC693AsFvRRaXrjfvnxJmC1Hmii2gK5OIo\nzrV0q4IEhdp857xnidEScUjfWQHnG2frknVo4/71TTTLlsZldd4QrKJKngvpnJnOibcPiVor0Ztj\n/OHNntefveHl/o5DmnnyvOeb337OdnON6mN8EK5vzKX/dD9RUqLmynw+mX+VOsLQ08eOGAEqsXPc\nPLqBJKRcefPql3zy6T0vXp8hFKZUKMBu3eNdICdTCHsvxK7j9vn7eDaXa7k4my0ZpE6kEelpNiqN\nr+aMw9dE5vQrD863ZvPSffzGH18WWl/wo+8cJRs8nFCqt45QqnL9sxMlZX72VlkNleIL82RP/MoZ\nauGds2iSIPSDFV5eBO8dSSvHeeb120KaK9RAcB2j3vGTH7/gzf0LVmMytdNYyF6ookwUzqWSkjN4\n23nybKrFgjDulevrYFly4slzos7KYQfrw5nddoWvbVFvm13OtOgGxYtDo31/TTZWcsDtMNh4RiGG\nxotqYx0Vh4qnFNe4p1bApGmkiz2rwXNWpSSl2wpl77he7fjP/tmOl9+75/aqhyqEqOQ6Mp3uON7f\ncXp9h6MSe+v6nQgxRLZPBtau514TVTKLGVjNsJC10Yb+YYuOhkYc1iVHkUv8jiFFtnk7UTN/dK59\nvSVsGrx37K53FDw1w7OrR6z7NQE1iwnn8KEjbG64+vA57//Wc1wITfptXkYWnGvFekowPBfOPwMn\nkeB7Q16y8vv//CP++k8/5aoeGZ2nGyJzsiImT2pu5megQucjq21knm2x9eKYxgKuMp5Hzvsz0ziR\n88TpPPIP/sVzDn8hfPZXr3n895/QxR6keSvJMnBsQgU1gvLjAF0wjzMXocxKGgtx7ZG6jGgaArYU\nXg1FtPQBJbgAi0pRDDFyYtwry5JrxVkB3xDgZYKDajNB9UYWF2tUbLO2z1jbjmOjRIFqSlUvjtpc\n64Mo9VCY5gnpKunsOO+zWS/shNuvOn7+J8rN9YAkYZoTce1b0SgMGzh8YsWmlsw03/Gjf/sr3v/w\nA1OwBSFNio+O7iagbuTjj9+SpkrOSpkDnQt4OoZ1R7+ODKvI1ZM1MXpWu8583ELEORurLSpiA/LE\n0J/F4d0AD/poiQoVZT5nfG9Fs7CIW0yhmEtqRVphLKMpVmtm//ZImgo5F46HE9Mptdgl5XSYqHPm\neE5M2RDm+VR5fX+kFiV4j++scJDqiOIJNHI+nvVmZQrPLrJ7NLBad3RDJA6efhXxMRDKYCNE5/Au\nUidTQrvs3hWaVdsYvlwKbLC1awmqXuK3Qhfw3rPZ9iwq6vF8gnzkvQ/hSjt86PnV3xz4H//VDzju\njV/Z+ch2WNH3kfWq59HTyNA5hrVasdx5uD9b0ZMyqWRiD1e7e1b9wHDd86u3E3e/Gnk4nVg/mdjG\nnjTOTH4ECjEEu5bryKKoXHzpqI1D1vagZrhjysRG3hdo2bXvzGZrQ4BVFwRs+g+wA34xji8LrS/4\ncT5V5q3duLmodcS14lNBzxO/Pk6svOfXLzLRjayr59x73t95VELjSDsjnBdATXWkqFk75MwpF0O+\ngsdH4e3bA9N4RqnU2RYu74VjKUy1cNJMfBqga6nwzhakkrHNLColVRBHNzhT6kULVq6NkKzF4nhw\n7p30eVHYNQNkF4TqDeWyNzLWkrBEo7Txj7e1wTVJ8TLUVBEeHkb0zvA8F5VyBj0bMuA70Co86Tb4\nOXK4H+kczO7A/vWe08OBqhmCXsZSQCO2O/YPhbox4z/xztRU3pSPZtFgpHilAWzeCh1xjQLRNq13\nNVbj16DtnNr7KdYpO09DUuz9FcDF1inbe1gAeI/0Oz767nO2q2v8MsbIiuts2axVmM4WZrwZevbe\nG8dErTB3Qfl7v/9Nrt+L/O//uvLib2YbgTrFOUd0RnQv1VSMXRcJnSdrxYlteD7AdJo5PJyZp4ms\nM1PJpKx857ffw19H3vy0cLtyplpVSEgbuYBz3hZwLRdrg8XtHey+K1nxDUm6lFnLyt8KE/38llF9\nK4TazA9B2z2omKVSoznjvV0bK8DsHjPzWI+WNoqFd39T+DyXDzW+Du06m7capAdzZj/fVeI2k45N\nOCBKmJXDjwsu12aPYd5ZwyrQdUIaqwVmz2bNQq2cHk685Q7x5oeUi7l/zbMSY2+xLyGDKDllJBZq\nVmpKTOeZnITDyfHm7p7xQVhvAqEXdtc9q81At4pstwMxtugtFVzokIZ2LRzBWkCCXYk4uL81NqVN\niKmV4EJDwmDFVbOFrdyuJ2q19WGaTuQ5kYv5jx3P5lI+nib2h4l5ypSUmcaZMlY0CmUq5FQpOTNS\nzJKrGvfxmDq8txFh+CQiLuC7QPQd612k6zp2j3cMfSQOge1mhQSHC47QRZsHtOvpqvHRxLLCWDSK\n0s6NaE0zMwAAIABJREFUAYRtaK1tXGw284zTxF/9xWdMNdPthM31is3Njm9+H/YPJ6bDTHdd6BXq\neGI6w+u3Dt+K2Vw8qdi6JcA+T9RTsbDyfkXvjX/l/AgyIV0GzJi55Jlxv0dTpMQ27Yhbeh8bXWOy\nwlRraxwuK56NsBevw6W2bMVnvYzEbX+xZ1YvSRV/F44vC60v+LGfEpvzTIzR4N9qvJUVFR9mXm1m\n9q8rK39kPijrIfDjX4380fuBR7uA4igNttZQzC8qK8cycS6JMSWO5wotOLWUzOl8RqOSz8rTXc/Q\nG6flVCYexpk308zLpyuKmsJufdPRTQbrdxpYr3obA1VpHaU9qpuuY1aYU6KPxrXxYsRc7xZHb6E4\n4wNYEeXbnllNDNDcvnOxSsUBeNcebPc5UrhHWFO3EVEldDYm27zv0dlBUTbXjmkvrK47VB3X28Dp\nsGc6nlhf9Xj1nImc9j3JJaSL1FQgwLwBdhYZ49RMVTUKYRlJNQNNsqmOaqlE5y7IFKLNtPXzqqRl\nQTMn+SV82ottnFqrjRERU0qKR4MjgkUIBaGTHhcHvvbtr/G73/kd+jjYyKoIobf3KdXUhHHtccmx\n3yt+E/F3Xcv0s3N/0wWGj77C/nuVv/jBJ9AHSjGhwqr3JCr3h5Hb9TVX24HohdM4Ms7WAb95c8dp\nPDGdJ+YymcXDXNh2K54/fkZ80lO/L3gXmbMVs7VakSPNskGpTGelHwJDhK98ZcWf/tQaDhfMXoJc\nWvaHa0MP4+uIvuOUCBAQBj8gPrJYZohAxNn1qvVSpPto17CUateqWLNhwk7XOHjWYGgFglXPosp8\nVGInxD6SS6XM4AZpeZXCR48fUfQa+VrhNB74sz95QTqOfPd3O/7if/kFWgs5jfwqBnZdz3SYePj0\nwOpqwG8dn/3kxMuXieM4kyhMHnZfj7z51R4XA93Gs971JO2ZC+w6WK0GGxd3lVRmChWicHPjQMXy\nP6mst4XKRMqZt6d7fvHJyDQXylmMy3ecSVrow5rgPf3Ks9319JuOx8+3DJs1oY90XY8PHuc8Kjbe\ndThEgpE6l8p2cRUX6OMKWuLEdnNzQZDAiNZ2fZTFvCWnzDzPlFxJOTHOZ+aSSeeZt28OnKeRkjLp\nlJnOM6qFVDPiTva62eK0Xt6ZWGj1C2ejY8zoFjyo0AUbt4HHi2d1bWjTZtdz/WhN6DyhD3R9h3f+\n0jDRirMGZlFz4e3Dngf20AtXT1cNsQ2EaWtixAzzvbJZD/joKK6Sjpl+5xjPnu/9/jPGvXHfxDsO\n93t2t0I+C1/73gdsdwPHtyM//emvOJ+Fw5sjb379imk4o7cD3HTkU2CejALwnfWHTHVkP+0pXFEP\nN+RaWji0szDu5jEmWi3fUsQ80Kp+rqBS3GK90gpOPh+59Bt+fFlofcGP0pCnkpVxNoJhVOhQcs3M\nWkmhUlNhksqYKke1MVWtJk5WbTyCahsXvvlsFeukl5FL0UzKMxqNAJpOE1/5yo2hBaokzWZG6gxl\nco074dQ1lMpg5n6Itl05h6bawqcbQ0xsUcStDclJCXVCViE2RIqmNINmFA0XhOjSPy5rmcIlw6/x\nchRbvFS2rNa31Fnpo6LnQlRHrULEsXIeiY4euRQ3OlbKOFHHEedgSpCzklwbg8RgnJXWuYsDzbY5\n1NoKLRS1dFWkGaSKb5yetqnoBblrn7lxHKSR5cV7atHLoq1FL10yAGIjwjgM5CJInc140A24/hHX\nT79K8CZhb1Y/LQ6FppCycZZKZa6VhKNTdxl7Ltl0Wio+CqmCm4ttdrXauDgJhEC3Geh3yrg/sn/7\n2orhIIzTiZRmSs1MqTImK6hD6YhhINAbllGNB4O0WBAWJEltZNfI2yqw2S32F/Y9vIecZ0LXtfgQ\n28Arilu++IXE61h1hsQ4sHGPgDaTWCugLBfOOQhecN6b0aYBQpdIJRtXvzOsrMmudclAQ2EFIQZD\nGyuVks09P3SeQEAkEPuOf/yHW46vJoaamPNPEQqZnnwS/vrffMK53nHGs3614fHvbPmT/+k1qSpT\nxQr9uaerA35zRlmRJsVFZbvdErsEzry99LLnhRYyrDg8zhna7NQZd9N3rSBXgmTUV+axmAjnPpPT\nSKqFcZ55ezcjryteoP/3VmAOa8/j3Zr1s571ticOHevrx2anUZXQbRGJIB4lXAreBZVeru3yT0Eg\nmqWE1pZtWSFGZeirjeWliYRqpWbl8ROzqam1kKbE6/0D+d7I+vdv70g1WTNXE+ILQmVKdp7Mb60Z\n9qKkavFbOMxy5UEbYutY+WZp4wNXzzYMq0C/CmxvemLnCT7ifURVmEfldMjc3t7Y5y8Bpx2Uic57\nVnGgv/YoShw6Qh9IuTDVxH6eSA5OaSSL2DUTJY0nXvzqROggjWty3DCdJ2oqVuzQMR32hHrmKJGV\nuyZLoCrkUji/fcns9rw6TLx9+YbNcIXIgHpH6AJx1eFjML6pD6ZqbaN1bYjxZVyoiuaK68A1T77P\nrVi/0ceXhdYX/BAxE0eRxg+ptlhDZZ4La+cIO8dDHkixIC7jxByDwTqpITqCd3ijeZhC0YObDdoP\nYg93KZUpZUounM4JPVUefS20jauZU1LJoo3/1YKlq5IVCMpYCzklG5W4tqWpw0eYSzFExHs2udA1\nXX3NZlZavCEaIkBWCA6X9RJOKrScrqLEzlmwNs0uoRUS76wGHS6uePR0y92d+XjlAqfXjXiflMMZ\nVhvH9KZxCpwyjpXzPlN9MePErkd738ie9nlbM2fckCD46C2flneFEmLwOdA4C1ymS2grKJqpqX5+\nQbp0+lxUbyKG3uS5tgWPtuANbHYbjrOjnvd2PeKK20dP+MZ3n1lH6sXyoqWZs7ZNTRbumBPiyqPe\nZOpusX3AUMNaDKXxUcjpnZu3BBhC4Pa6Z3ebePNy5PWLPa9fHXDe0W08aZ7JOVNKYWwFt4jgk6E7\nssjgzUbsMnpZrqA48M4x9O6C6N0+GS6KVCvMHPM5IT4b4sSCgDZEUc0Jv6q91vUu0vwMLqe6tvGS\nby/bxLg2MmzhbyEsGZnQLLVtY3HLtRLIxn/UYBtRoWXDIUithka310Vb8LkqVzj6EKgziETUVVar\nDd/4+jM++csH9tXRxc4uXA7cVaVUM5wFj5PAeus53R/Y3ILWnpotpqV6iBuMw6YKOEJsa0C1wpdq\n3D+pdl2d2HV3gBuMSymhUr3w+EqZ8opSEvOUySWRU0VzobjMw4vE4aHwyau3uJ+L+Xp1nqcf7okR\nNFc++OZjVt2Ac5HVZkcIhh4FH7kYfbamqs1dLwWXZfK11lAt8N1kNI5OrUFAYLtdoaW0Irnw3rgz\nk18tHB5umcbEPGfefrYn50RKieN4JOdCLQUVy1N0CC4uz6ldvLmUhl4K5ylfUKvX40hL8SF6QzqH\nvqPbWHHfrTx+Ffjw6x2b9YrgIp2sef1pIeF4sgtMU4tt6qxRS8nhSsfdG0tx0FQI4glRGQ8ZyeZJ\n2PeO8+tEPYyMp8xV7NFh4MkVpJSRqsTg2O0G+i4SnKeo4iXgveP96y2+h+CdCVQrxqM7TYz5jIrQ\nDZGsjpphTrYXGAExWFoCIGIc2+h7qBn5kgz/5fGFOBTi4HDeU5Ip11SUaycwFQIwfLTDrzeEAaYf\nv+Gf/MFjVtUzSuYhT+z3maLtQZW2QBUjy0rw1HlDnjNFlHmeOT7sufvsnuFc8LU5mgcrlA4pc5TK\n+rZHi4AX5ppJU6GeoI8z9TX0K0PN1tHc4AOOOXbGJUqVPBsCI8ETFgKCClVa6K3DutNLh9s8rLRC\nsFBmcYYGNeupy0aSky0gwa15vlnzbCPk+q6YcY42gjVE6jxX5qkaEXp35JNXlVzh6fuP+PTNkeo8\naUlb1Ypr6JcPbfEtYptz41aZH5MJBQr1Yhmgxf4sDks3xlAyHxvSWCrBRYrapl5VTS25hNxeUC8b\npW7chu/93lN+8pOO48OA1MxKVnztwyfc7K6hhb9qK7CDgzlZbFEwAZzlEpYdu0eP0TevELGQcBHo\nYkBdJs2ZGDxz9nhvVg03j27Z7a7I6vnhDw8cj7OhrbsNtSRO55F5OjOXSmr8P9eiiKTtTJXFrLYV\np1URbzw93863NQByyZ376CsbvDoKlVJthJqnRC0z3QpclEaBNvWhWVEovmbW0vP1b26os+VtBu/N\nhd8bkVfF+EEWSeIax8smk6iSs91zvgkYROQiqhIxhMs2WRBnFiyKoWSiVui6ZkexmKTaULjiirnE\n/+63PuInP/+Yle948vSa7W7HvJ/5z//4+/zln/yacIxEtyLVBM5x+2jLpu+YXmV+9tmndP2a68c7\ndtcbqmZKKEgu9pn90oi8c7Wv1XJBLZmgIYdZ21i/EnC4KJRcrSCO0KWAyAC7agiGg6rVxr7PjVD9\n+u5E0cI0FcZj5tc/e22B6cAvf36H95YWMAyxebR5nr6/Yugjq+3A7dOndH2P84HoAkLAudCoBG0t\nEMU735AxMQRTtV3bzyGZPaw3NtZShSdPi52DqqQ5t5FkYTyfmOdMqYWHN0fOh5lxTBwPJ0ouTKlS\nSHg3kUuiNJiziq0/59NMWWxKkpWM96cz85um42uxP0MM9F2kVtiu1xYEnjLdpuPpezu8N66g9x71\nwqPtwNe/YSPKld/Q9xZb5cVBuzdRiOveCuoKoTPxgndL8obdg6GZDlPN8sIWFU8IDgm2DAtC1w8W\nsaYwOG9rUMm4bNSC4Gqz7zDfMuttDRGvszCPD8zzxPjq/v+njfE/ruPLQusLfigwz5ZH1XnzfsmT\n4ks2l+giuJWj7gv+ulAnx+vPZsKqcu2Vj9+ceHU/U6UwF3N08kHM0HTlSMlx603ZWARKqZzGmfPd\nxMZj6qNe0Aj5BHOulLW0EUuT+0pz1c7WiYqYIgxVkhbrmqWw6nsLzK3KONrC4ry7yPDBEA8roKwL\nd64pvqraQt8WAhVt4xC9yMCXcQ7iTakoSzjw3+qPbTwp7wovUwHqBV3Ko41qfd+huWXaefsc3rjo\nLWy2oW9qcUfOY5yTJatRYBrNF0lQuhawqgqllsvIZFn0azUUYVFxgbQx1hIjI21U1SBGV3DVc/1k\nR7cWap7Qu0o3OLSOBDdYw+mNYL4gNbbp2+fPFQY3MHQD4+fURcv3qijzbEpAH5opYoH3PrphpRsQ\n5frJhnPKlFw57h+4f/3AeBo5p0oBKo7eAYsiMzpKVaRWut4K40Zs4xIPwlI4L9fVpOarLtD5jnMd\nL4NkiZ40J3yX8d6Ub+re5XwuG3CoHU/fXxE71677BZhqSsR3700r3JdpJDhCaGNhbfcptqnaeJM2\nkrcGQZpwAwXnDKVw3jUUb7mPzcpDq43+nRO+860nHF6PNnp0hoz0zvG1D5+S/v7EL340cbt5Sswz\n3kOIM50TNreGftw+jXiEeU50fbnkNSKGPAuCltrsJuyzOm85ornlEvnQkNsMUM3Cop0rU8C2q1Ih\nuBa7rYL3uvRL3NxuSHPF35ow5ngaAEN5z+dKGjNynjmPM5BIU+X1Z3d0g6MbIs8/PLC9XtGvBza7\nyHq9JrqB4CNdN+DEm9DAmapQZCnY3yHfFxTarjaLs6w9tw2NFH8xSPY+ssrWAOzWO3IuFC3kNJNz\nIZXCYT9zvDsznmfOpzPH09meZVHGeboYI+RpbjdOpagVJLXa+pRrRc8z1Qvj6wdbO0Kl7Ef2D0co\nMJ0roQusNpGhC4SdZ7OJXN8mztETg6fvAn3fE13Ah2CWFI3SsBillvJueCdAyWYwrVUIdjoQCjPF\n/oyA93A+2Y3vFni+PU3aFi1xgh/CxROwtuYQbUa5G+i2jqsn78Qrv8nHl4XWF/yoVdGslFwYMRkz\nwDFZF5yr55iV89sRvfY8/u7AZ3+6h87xlY92fP8bt+SaOc6Zh31iGDxdcBzmws8PiVcvzsSaSWUk\nERlT4nBe8+azifdWyqd3R4YQGdaRucJ5BnkvMudKnq0bxglr3xEGZxD52jYTV62rIi+jG2zRdpBK\nYU4ZEUeMBrl4ZxEbVcSsCgL2sF/OhjZrC6iXwqaN/dTsErQ5aeairB55ast8tLiPd4gQKpfCSWs1\nnkWAnCqZxHSA3c2KUubWjVrDJs1PZll7VJrq0Al5slBm21/Vgr1b1+i9IWhLESXiGgLSonaq2Qxc\nNnZvhZWhWe8KzoUTETvbXDbSs/7tx3z2qx3dbuLl//WCfBbmrMgxs8IUkUWFIM7k/agpEZu9ROcD\nZA8BSpaLECHXStLKNBufywdhnoTdsOaD958yH6COmaubjZ1/VX7wYk8+FlKF7Aac77i6EcrdsY2F\nhMHFtjna+fZYgSLSrF1bPmBtViRO2qYJrF1k22+YTpMt+moolquQzoVh1VSuyxiyBdB5VR5fbfno\nmzvzR61QMbWtRN+KK/PuYimApBUo+o47pIvfw1IoZUMim9su0nI6aTNmqdUaiaUpwRoD1yKZavNc\nms4zISau+xX/+J9+wGGazLLDKXEd8Wfhgydb3Bz4vf/i68b3ksJ//9/9JaGOHH7wlkff2JI+PVIH\nePLYEw4z18+bOrAuGZpcUD4Rh+uFkhqhv9h4l7mZmzorqsHs5UptlIFWTEi7MN6DD76hvLY5dznA\nYE1V9oV1bJFfqtTrd95cc53JWqi58ublgZwyuMpP/vpT4zx645dG6Yi+I7iO60dXPP3KmtWu4+rR\nhi50qAoh9jjnbXhs83G02XDYgyqtuXLL5LmhyYpXRbS7FJN1W4y+0CKzFFMBqzicg5wKqc7M5wPT\neeZ8ntjfP3A+m2Hr8TwiwPmQeLg/oaKcpmzO88nQ8JzVPP6ctnizyt1dQmILIp9m9skxBI/cKTgI\n4SVUWxPzXHGhI0ok9h29X+F9oFtHrm/XhOiIvefx82tCsNi2rkZwrSjNjtBG+HbY+ckFvE8o5lFo\n1imtMa3FnkU1jpqJj5aaculS2rOEtFSF3/zjy0Lri36IPYwlt/9uIcyjenbO0QXPqLBDIQlD59h9\n7ZogjnXX4YsVQd4ntleDoTPOsdtW1uuJX7+0kc+ULS+vpMLd3cTd+czh7Ug+ZG7XG957sqbbRvAz\nOM927TmLeRTFztOLjQgdxl1ayJKmvnJEF2z+HywaqBQj80cJTTsvmG2BIRG+daMN2DEn8pZ7SIEQ\nbOHUZOPQnBtVXkxB5B2k2RRKxzNc7+zBb4NIFL0ALAac2GLqfGY+Frx64hCopTQ1pO2nLWXDiga1\neZbZIrQRH1zI5gZqCKFtwss4sLYvuCAmRn5vm0Fz5UYbj8sv/jbvCjqlIZIRvAY8A+89HSAkXvg9\nvvNQzIusquLb2K0KhE6Zzsa/issYTIRcmzy/FVlalr1pkbLbdw4iPNqsWYcVcVM4jQUvrtHLleNx\nJqni+54nmxXPnq8I/cyP/vzYNjeh9y1cfEEFsQtRS+N5qGs3wOJQbaqzUmwTj66z/984eiLeAtFP\nhZpb4kEbobhGqu4IvP/ewGYd0VybetCQLwvCxsj/uYDTC+Kz+JxJaZYQTVgl7dnUZj3hGubogiI4\nK1hdc6Rvo9jPowKy3HON/yYYhytPoLkgcyOjR8+zp2vqNKNzYRiErYvgIVP5+gfXFJ34xQ9eE544\nXn6a+c4/6vn28479Z2c2gxWhpWBjWREI1tCY8tIan/aYtRFufVcstmdPmzu4CzYqsoihd95JGHjz\nzmdKFW2RT7ET6ryoj82df7nHYw1W6KwheiO35VTZbCZOJ7OhmFIFV0l1ooTM/VQ4/OAeQdjdrtld\nD3gv3Dy7YnszELzlJDrxQKA2d/YlUsm1QqvaReQd9rkUDK2oaI2cd8sFB8ThGt2h04EoHasus+4S\nvd+QNDfT1dnyJEviOJ4RCtNcSCVzOEycDtXGqvNk9/ZciCslFSu6dJpbIabkkvFiHm11ziwFUdEK\nOXMugs/CECPTDO4+cLcfmM6N49htCD7Q9Z7b5xu6LrDedXTrjk0fGTpvBVMIOPWL6wkLIisLBNtW\nPhMlWLYpdUGhhYa5m42JV6pWs/n5O3B8WWh9wY80V1JR68ycuQ6LwNjDw/cfWTZWgO1XN9RVxL/J\nbLqOFx9P1K8WroYOdUpOgdIIzYJQ6tLhCdE5yjlRo5JSott9xmHa8yQK8WrgoZy4e3Hm4WVl894K\n1gN+MtNQMzZ3nOeC984QCqlEL6RReXKzoR8M8ncSDKFAcB1krUxzwmMeN6o2nrGFvq1spY0IxUZO\nhhi0/qoKrsXLuGDB2bkoQUyxd351YkyZkpx5H7UG3aJj2kYrkLLJkMdT4eHhjvvPjlyvOw73E9Sp\nKRo9JS8bpjOip4JEdwHWpSXVa4OlDLGqzKWRrxt/w8ZZ7Tx4JTU0CIGUmiO8FyNnO8cSfSGuFXti\ni2ydC330DJsd640gpfJ7fxRxY4+mgN95ajVUpxYlnS0Xzm2gZIhqo6lZAtsnK179LOBSvXgjiQeK\nsNoGKBA7EwWc7jJRI7ELcK2MdxOrbQ9euXq84clHKwI9V7stuJlPPn4JmKO2q/D48RqZFR+XKCas\nGPG2SVuhbsIJkea27mwZL0WJDVUoauMwL1Ccx3WFkiYgmq9Z4/U5LPx5u+pMnk657JtOQPM7dNEH\nG/tZHeTQbD9PNVOroFi81RKpolJQMfsO5/3FL8k5+x65Fgu+jnIZsTmDUQ3pkmroEkpOieN84uF4\n4Fw8H7oNz5/uePSBcv/2DQ/nIyM9T7ECx+H41rNn3E9v+NS94du/3fG9333O82dP2caOzfMDsS4x\nQHaea0NOl5/VhmKJgot2MVKu1Bli59AAC3TrDCy2ZmYG3wu+Nt5XK9iNy1Pt/CtN7GDjXVMHtuvW\nCjjp7YGoBW5WvjUUjpub+i6SS2GcC8G7VmCYtYO6Sk4Tkz8z7isv377guM8WQzZ7Qi/4EOhWHc8/\nesRqHRjWkfVma2he8HjftegnQZ1fhMB27YXLs2MAZSusW/yYjfsDKp5u2/Nos7GlwS6r2bFoJaXp\nbwWUL3zSmgtzOjelZGZ/GinFfMCmPJHmQimZ+9dH8lyZ58zhNFHUkEUJFhUGhXmuzCkZr3MWpny0\nmC3Vpn501HvhZx83QU30OPUEMZ82vMP5gfWqx2FRPVdPero+cPvkivUq2p8TR+iMRuCaL5lbzICx\npndW0DmTc2IaF4TgN/v4stD6gh+x9/holozzbC3k0Fl3fd+Fhgoob6/NBPHhdqb/5ZEYhRdns1nY\nHzM3G0fsOovMERiPmUksxmS7HQBnuV41s7874mvlKvZ8fbNmGDwM8L/97BVn17H2QnW2WU9J6TtF\nXMVHyKWyRP3ElWMxRiWJZcyF5oFVHCmAzoWrayhTI9YG3yYz1vVXahsRYqMY2kK2oFPWdJmZMe+U\nST4AKVGysh6W3/2com3xu1LrIkOwkdrp4YyrSjcEIz83mZ65lNuIkmbHoLL0w/Kuqf9buwgXRIPF\nTyw3TplfLAtkqcysmAqucWKUlIuNPNvnLsXsFax+MH8bOYEr7f2A3WpHqhYlE6OnzsuYDCYUSeYc\n7hefMoHoHE4jqEeqdaKIkYudYj5q2HSs5oB2WJyQOHyMHE4nYjTX6mfPrmxcUL0VQyTG87lxnqzo\nuX68RjBZPgUkvrPJKFreFdltztpOuaFrQKhWYElTc1aUrnekGsg5g/eWWCDm/4M4i2taHOcb6b22\notZLMHSpLoTldlMtF1WgJLnYSVhSQyVXxXtaod3+Et+I+43sLwbYmvpR2v1gQZCabRzkm0KtFCgp\nkytIiIQQ2GwHGCf26YH9OONu+os3mEPY3txQp0yMHethYB2vuXl0jZ7OxN5Rs1ige7vYn+feOS9o\nLoaOikC1caYPHtdktLJw5yqNTG/Io4vS+JTLeRLrAgpmg1Ca4SrtuYzNMFnsZlyyTpdn2AUxX7hK\n47J5+1lLXBjU+KLOgEyLtaoQGRAP/bWZVa23lh06j8mI7rkwlhMff3zGVdBZ2d72eG8h3Vc3a3zv\n8CGganP/EAPDsEWcb+IFD7J8Fy7PKyzmtM2eZUFA2z2n3u6z3ts2LJdxWm48T2UovZHOc2Z7SxMo\nWIRRLYWSC/unB3Kyoms/n8ipME+V85x48bN7Ss3UUsm+jTmzqdSlNri+NaAqYl5XmG1LqdmmAYBX\n18Qrvo3vPXeHgIhn9fMt/aqj33Rs1j1VzcZkWEdWq47NrseLY70JlwI+iLMCsvw/3fG+mMeXhdYX\n/NDyC4L+AS54hlVlCQMMAqdxIudKyeYZFE6J46uJY4BHVA5T5u7wwM8+m7l63nF9FG4e9bw9F96/\nDrzNE47K1771lOACRSAx8vB6T6iwCoFBAmtnpp+3jwYedh05emqqF+TG4XDBFsTYO8tB9EbInDSj\nk9KLuRM7dQx9JDlHrI7oPPO5GD/LGVG3tjGEa6o9baiEKOawXhVpIamquqTfGGztBNcZQuTqiEuF\nbuguYwtHc1VYlIAVcq70vaJzYX9/xFUL9J3O5litKKmNtnKthKiXfbgu9Jy2Jy8jFvRdp6/VkC0a\n1yPnSijmOg0mBhAETZC00pnxEuJtw1rGdyq2QFYH4ooFz0plHAvVeXSC7YqW0VzpvTA1grL34Jus\nP7SRWfN9pBQYiTyMHbdq5HEVK2aoSt+QOldg7VZ87TtrcjkR3dainCjs9xNdH5BJ6XtPt+2Y5pm5\nzjzcTxc+ksPx/HmHOCNZq7ZCsVoxUOaK79te1ra2Wg1VCO1zrAaB01IAq/lBKXSdZzxkQme7fW0W\nDg4l4NmuTXFVF6l+NQ6J6/WdBUcbXb97d/tv10ccppgsLUQbaU4TSxFYTHGoYsWfoZB250njDqKG\nRrqLIKNd62DfOXSBQE/cDYg41ruIlMJ0HsnFs910qDQlqwiPnq0Jpyt2W2uItv3AZt2zf3PA9Uua\nwGLrsYy0i3EDq90HvtkXWMcil/t5qTe1Gl1Bc/Pb8r7xfGzEbO9hv7eIA4JfTqAsM2jEG9/QBBr6\n6gkKAAAgAElEQVTWHEkbn9dK4yjaMyq+UQjsoiChjbHUmhPvHNHb+NyMZR2oY7221y3r0Mb4kHJh\nnOZWhChjKeRj4dWrM/qLgwlnImYM7O0PPXt/S98HYoz0qxXe+xbaHhBn6LyZ/Mm7EewSTyMOQius\nLqPZ9nsiSIsUkAhS4mVdKG0toNr9KKI4B7vt2Z59lOk4WeNUleMh8Y0nR7T5gL3Zn5jGxDQlpsPM\nPGXGcWpkfOOVVbI9W83GpTZLDxVToM5TQjwEHKnYupM4wOjwBwv8TpMzC5BEQ7g8nfdcPVlfcj1v\nn2xxAd7c/6v/V/veF+34stD6gh9/8T/Dv/wvgQh1FhuTSGGaLQdxtXK4CF0FyYHyrMO/PHH+8Z7V\nubBy8LyDm3MlXjl8zPzy10euH3X89EcTK9fxW7/zHsUJ52nk5cu3vP7sCMBHjzb0IaAJVBxX2y2n\n20jyjk5MjdcFRzcEqqukcyEOnixWvGgGR7XctQ5Ox0IfAuKVdW+Kw0KlasGpueHkrHgXzPxRBNFw\nQZ68Mxqu+oaGtI2s5NpUdL5xfypooroH8v2/x22/j9ZooygPFl+zQPgVaqaUyvl05v7FA5onKGuC\nCnOZcKUgruJaAHRJCq6NwryhJlrMeV7Fijxpkmsn3ryYGvolzqHe0MeaFTMRs88hIsSi+GYsZZoA\nK9pCMJ+zEGxxK6qU2SNrYXCe9U3HfIY0nilVqROcT6ZMTZMSOgiTtxH0JuB8O98t0+/99z7i9A+O\n1P/jh6APuDa+FVUe3Zibups93/rOhifXV/zk333G+189s7u6QTzc74/IvgIDz297uq5n1j2f/vAt\nh/3Brp/A1nd89J2dXacg1KzkYsHbzhk5l9qQElEottmY/b1CFZ6+t+FvXjnUJVQ8Xh21WS+kXOAw\nsd4IIfTNu6uyiR1f+cb6gja5ILgumBFpe9YsEarFOwGCaz5Y4BpPTlUJluRrxbxpLOzeApK4lndo\niJEsBZUaqoOCzks4r6GTqYJ0jvGhsNl4OhVW1wPOKzEYwjLTMYUZvz3z8s2vF1Y72/htHj27Yrva\nUJznvY9uuBo2vEmfUMJMBqLzZo0gZsJaF2d7gdLUvRezV9+KQkxh7Ly3MaDUd0KOJgZYCpll9Ouk\njdt8G082oEuq3WtFjQsXB4empmBro8g+NrVgMETVOJAXMwq7BxYVKNJyu9/RIMyywJqDZQmI0Zo3\nDwTtTBUXTcVbNxeDEcCKkM9eHpimzDQlfv6jTy/IoWqi6yz7sVbPahO5ulkTQ+D60cBq0xP7SN/1\ndKG3zNC+w/vAJYLIZNDLXWUnzemF0oBWdE6UyYpSzbW9N6h2iDPPvs3jrZ0B5/DOkVJFSyGlmQ/z\n3NYR484aQitoseir6SFzns6Mx4mshTxl7u/OTDmTp8yUZ3IyzuGcZmsaHRCs+KYUzvvZVOvBLHNK\nUdIho1J4c+8ZJyuiN78c0Fr5r/6H/4Cb4X/Ex5eF1m/CITaSSrUwJSOXEpogSIAMhwJRPHHnKb88\n4jtPdUKcM72D4BRXlVU0B3Y9K1cusNsNdH3XOnMFScyj8a1C55pTNyQKVS33qza/FB/eLXCudWLp\nWIirYMVEEFzr8nyEofMExHhGat/JO+FwSqwGI40HZ1E+tnu1zlYN0fAeQzHEZkkGcTcTyAaR44TS\nNm505ld/9obt88xMYLwvxI0QPORkgc+lVsbDhNSZaf/A+e2RWgqnN8LuaSvE2suXpITYRoSpmpN8\nqG0kJGh0jXjeiKBFGYKZhqpryI3q5fvk2SB+H43P40PjjrFwQsBObmuWq212FVBvxYAGIQymKlRn\nJpbqbOMrxYozxdzXU1Gkt2KhNHWcarO7CI6bm1vesIJyBmdqS+eE1dbjQ4C5Mu8zZac8PAjrhzPD\neoXvIhJH0jnz/jd7VsOAEBjnkTevT6SaragQx/VVz3p9tqIl8W7Mqp/73vK3fmy8ItWGNsDTJx2R\nwDmNjRcn4CyGKXSOlExCHxqZvmJ8ws21b8WtNgWgVRtFG7Imy8ZmL1kwUYdr6jpZZkMsaNTy+3oZ\nRefqDCFqEUqLZQSYyk9pClgHtZh/mgi43jNPymowtC30npKLubJPhZQTr17d85OXb3g4GefLaeAf\n/sNv8P4NkOC4h2HjkFmofuSzt58SQ2C33bBZbRAx76ZStdm6YjeWa+ejIU++xR+5cMFhWBwsLucJ\nLiiZfTtaWoSdxCXc2sQtFcnaPN0EzfYs1aZ+rO156dq9W4qCf/d+S3G3JFhQiv2OUxaD2gVNLu05\nCt1CEzAOWgxWdFWBmquFkmdDaYMXSnA8fbYll0KulfOhIB7yXHh7v6ckKzIqyjTD/uFoZ/Anjk48\nofPsHq3Y7FZ0Xcf20ZbVxrinXVzR+84sGJxnyZ6lnUNVtaKvKr4zpNv7wOXrqlJnWzR9U2gjdm6d\nN6sY14KwG98CHzziPbELlDmxocIVFllUM7kUas5MY6LWSpkz++ORaczMc+LjXz2QSyY4RbpW1HrF\nPoaJNqZTMZSyFXdzsugeTUopZlb8d+X4stD6DTjGY6F64/ZE54jLaCK45gUjeNT8oLLixBNuN3Sj\nIvf3tlkgaFKihy44vrobePJUqP3KjCkFqhbu7g/UUuh94MdvJ/TDDonKfEzsDzC813OWSglKwJmi\nqFamQyFEh0PwuSLeg4dpVlad1UC2wTi0cRuC9zjveDhlILDbRFxsAb82Gbrwn2gF3TL7q6kt7BgJ\nXlUJYgWUqqOKeY89+q2eZGeH7WNvzuZiow0vtrl8VoVf/+RjPv3xx+T9Ec8VX/3dW1Zf8UbGFxs6\nnouy6fQyQnJFqaOineCDb0x746nY24i517fFz75XpdTK8Vjoetu8FwpaLhCcu8TPFDH0pc42il2K\nXiuQlIDQhYgEQdSxWgupdJQ6M781iXi9fBYIUQhdk/Iv7vJihWr0wmqzQ+IVmu+puRUTVRkQdquO\nSUbOE8SryEd/75oXf30i6oFn33pCN3hOpyNvfzoxfG1gtXH/N3tv8mNLlt/3fX5niLhTZr58U716\nNXV19cgmm+w2KUoCZWlj2RtDG6+88co7/zE2vPDaC8MwbMgwIEGCYBCySFBqTj2wSXazu6preq/q\nzflyuPdGxDnn58XvFzfLhheWDQLsYgXQXfWqKvPeGzcizu98R9798yecXV4ylkoKFkT7re/eYJGP\nnE41hCpkmP2gbaq0CnkhjgDowc2pXlr+lbcXrP9dz/OXF0StSOwI2YTd/XqBXo5MQ6PrjZprDaIK\nCYuKCNnMBm2aIxzmCqfrQWsW5zdHYaJrlZo2JEQfeg1ZNQ2UTQZJTG9IqOZEDDZYKEpySrapUgen\n0mSiTUqQAaVRJBEXgdgr2/NLNO45f1mQVpluKQ8eDHz0ZGSTe77y1RXPf/qCxVqZdOLqyTmP/vIB\nm5NzHr94wf/6L35GCIEbqedb37rJN772GsvjNSrRUKNqqKw2d/SKICUg2Qbs4HEXTY1iDI7EarXQ\nZHPLBtcggtZKwzZY0hQdxTPylGmcEAlmHmnNhjhHXGIKNnhFpY0cNpZtsoGNIASnKFvBNH3im53Q\nDpErIVpkSavNvy+PTtFG7IKl9Y+Qst1xIZo+s2HdnyfrhSHxUqkLczY3Fe7cWjHWwnbniE9tXFyO\n7LYT4zBy6R2MDz59zvnZSEiRk1vH5GRU99FyQSSTYk+3SNx/85jFqmNzo2dztCZGC6TOydL/D9lV\njuwmEei5vpH9XlExTUAIIF0kaWN/YbqrlBMxm8ZKFt6GEITcLX2D4RtTf8Zqa1RGp5Yb+2FPrXYN\nD/uRqUyUOvLy3DRiOjU+eXjOfj9QtDFuJzOPq0dfFCs8/9tyfDFofQ6O/qSBZNquIrGxH613LEsk\npUzrBNVqicaXjfuh4+aNJYsLZXh6wXIV6FPgajvStpU3TzMvLiv7UdFtoLz8kHDvNaoWnjzLtH1B\nQ2bdCU/GK6aFUJ4PTLcXpLFSO2HRJfIisKumEat4plAD7QJtKjBC7AP7AtM0cecoM3eWqGLZMark\nRaBpYRiCw+3VHuDNhOEhOkoU26EuZXYbNg9zLVUZTWOMxHlhTGzuvUJKmRTFwtjNEY0m2Gs17VO/\n48c/+oC2e4qWSJ+OOb634sMHTwy9C4GaAo9eDLyRJhZRjMbMAY0e8q7+YBchdqaTMsfR5EJjqBGX\nTMN64/ST2P8Ff99BjRYkmlaqVNvSKzAV3M0lKBHJjelSyVNkNzRyVvIIJ68sueyhXyWD9ktjvytk\nbXTLwASsM54zZZqWJLBcLWmbu7TxMVH27C8a/Tqy7JYcrY4ZxokQEp1kUicsvpl58fCKOARu37wJ\npze5On7BeHXBJx894uGTT5laNRG1QieBzcmCUjoLYVU/T1VoYvqd4ujFVMWjQEyw3SpetCK8/tYp\n3/rmfZ7+4JyhGjoRLdqdgrBYFoYrC8oVz6saSuFqP1mnpgqhOuLSwGJFrDmhNXe1tgqDknpDYI0u\nkwOleBDMy2w2aKZXEQg9VA0E75NSPMGkNqsjurpEaTSp/N7vfsjDhzuON0t+8++/zs37t3j/Zw95\n//uf8vt/+Amvv7Hk7XuvoAp/8ocXPB92nD+fOHmt8PzHygeX/wflex3SNerqlEc/eY5MylUotJy4\n++WeR+/u+aOPz+huH/F2F1mlDtKssWoePqykxUx12TUXXQOnYudFC6QcKG4kwHs8g58LiZhjs0Al\noLEcjB2xi1gMQLMU+Xlm8H7U3NvwEFJFi5CC1XqZrnzWbprTbu5UFb8+iDDuCxn19P1ArdNharaE\nHI9NySYdoJrovl/MUqtGK0LqE62axuoQUbPskbCAo+Ap8o6EFmhMVLVIhmEY2F6N7Kv9s4uzid1u\n5JNnF/Y88viLdx8Gv/eCVfQsOvqU2Ww2hJoIMXF00rNc9yxXK27dX1kHpUKM2QX4ERGXGIRkVC3K\n8sjCU1XVHMvYJkyNez04o2e6vPj3n3ohydJ+rio5HXMNFbYDbf7qfk9xyvvr37CqoqojZSjsrnZM\n48BUKlMZmNpz+N/+mhbFv2HHF4PW5+C4PGusjhpTaYQKXWe7e0uWrrbjd5RjkW1X2qeOTivDLHol\nEHyHcxSUMjVGjJL4s3++5R9+vVKl0O9HF3hbFs5+amxOF0zPKt0qUoIgKdB1iRgiZbTuxUUfaMXs\n+rUqtdj7GQZYri3naJpMc9L3prY1J7wylcFE86URQ0/oZ3jc+MMyWY5YDMm69+w546J4iFge1KgW\n+yAtELqITJmYV6Rg1FAXDLloeTZHRSrKxUmHrDr6oyU8Upb9ClkIj852pm0JAUIkbgKERqMw5ymZ\nG9HE9TG6dsWZI9wlFcQyhVJvvYNl0uvsIqcH5oGytZlSEX/Q2zTSuKYdaxHiwqMLGqxPOmJWxrFw\n/vFEt02sF4llDkzBKJsoDZ1sR98t7Hdb96VpkkRMjBxv3mA6WyH1jJiVum+EpXB6a83zs0tSlxEJ\ntAFylzi+s+TixZ6jU7N8f/LuBS+enPFyf270RFVytsE3Bhu8cVqZyoEiVYx2Ctl0dq2CFhNXByAu\nlXGykxumxJff2fAHP+zQNOJ4CmDRAmCIlZ18P8exsbuoLpMJVMUo9BlOxBbttIAy+BfjImGcLkqm\nWzYaPga0xIMOyZKxHWmYQxrV0Fn791BGOHsy8Rd/9oyriyumVvjLi5e0EIkxQFzQLVZ8/MGOP3v/\nOVsRVBasjzfkrjHsP+XZWaHWiU+ewHYT2KkS+gkFvjT0FAHttlQKqSS2DxMhZP7u37vLl26dkDUQ\ng9cXYdlMEoWYGnWwwNHiEQ2x802O2gAzx5WIyKE9QKpbCD0iwr8M0wnNf8ARS5m/C49EaWrXw+Fn\nxIagYCnl8ybERzBiMtqv+n1gFKX9fIrBHNU605jzhs4oXDd6HvhI9T/YoO/Px2RoO6rU0Z8zTmfj\nIv7DexTPsWsdCUhRWebMZlWpzQbJ/cnIME1cnu+IAsNQuDgvXG4tq43YUC3sd41R9+wut9bDqsKT\nZ4kYEykuOH5vzWKdSDFy8+6GLnesTxbkviMGYwVCSCbQ9+fJofZr5sHnD+/fkX7mjyAeJC2HfyHM\nZic793NrQ8y9x5iCVEWC0nQBobFcbmhtohYT1b/Y53+/he6X+Phi0PpcHEafxDTrksR6sPQaQk4C\nVYVFFPIeNsslKU6UPqCDsoiBGhJahEWDMcDRIrJLAa0D+92e7cWOcTW65EUZhoasAnUyvdawbaRT\nISfr2ZIKOdhiHVSsaLlBH4TNSTDR/jaaE3ESg8iDPdxLcWoGiwqorTI2mCbr3YruxHN97oEuE2yH\nOu4LQbyzz5/VKVh0RPQqnDplUugIAvtRSb3JUGdDlGCLw6pbsrp9yvok8ejZY1YnG/KqIx7Ncgij\nhk7fOWJ6MJLS4AJ2TEKVZ+eRaa3w9yNNSI5kaABtpiNStRynVj0OQo0WqdURBP+94shVq83tV3Io\nIm7F17cs9CkRBbbnDVkHpmIZSLXAtIc2O4SCUJWDEJpZNEtzejlw9OqbDB8/QvQpkYE62bX36v0b\nPHkEd+5vQBNBG0mE1WLF9mxHutzSLSJX7YqX5ZzLcunIhYJGYoY+96w3a1LX0ZpHLahdT8VpKsH4\nBwnz+OT9gFWJ0T5TQDg9WhDVmges+cNpwCjoEIjRTA7aTFM1FmWahBbMwNGKUg4Blra0hBit+y9a\nXlAIPlhrtaDO6GYLBYrRkvNOX8CDHP17BeL89HVUJnWJ9Z0l/Zc2PPjggkcfDezqLe6/dcpbN485\n3txic2vN6tUFL39aiDd7btxdkGPHvbtrbt8+5aPdgPSJYdmz+fop33rtHjkH2rTj5l6ZKDz6SUFW\ngde/do9vfOMYJuHeyYJlWBDE/PazQUMJTksH6qyP8v5QX19tA+UZST4pIXMRePzMBsCrlFK6/mdo\noza8k3AO6fW/6jWiCzZ42d/4fTLvQqJANQq9TmqvOZ/wWVdOoBa1axpBq2WthRSRWm00CI4Gi6Hw\nXWeUJdGMPfMQgli+nRx0Yj40eqVXUHtfpWHP5OBi/ykQQqRUiyhZdBlV5cZ6acNbq5RW2Q4Tu+3E\npLBIRndOtaI7ZXvZvCNyYioN5CXnV4kQIiFG1g/WhtSfrliuFmyOFuQ+sdpkjk82pCwIwZAvMQVb\nkxnF8pN2oCCdnZ83I75xRIyynQ1H6gmmNoNFi69QJWbfIDXL+osx02pPS40uT2zZ/fsvdb+kxxeD\n1ufgODnJxJjREBnHhjQhNwv8DAkLVQxKDL44vLng5NU3+PKrlR98+h5P2kS/bVzURN1P3LuXOXu4\n45WTNTdPE58+u+LRp88YloVhDzdWiSOMBliI0FMgFB48qdx9W1gvE9NkkQy1WHJyCom8soXv/KIw\n7aDrOnIHMlhW0Ngau2FHKcrpcW/UQxKSZCTAto3sXxTe7k9MzwHkJIRgdS37acIeF0KaK20a7LeV\nkKPbvsUXWCEtTlgsjinVIiC04S4smB8cRWHaRr72+ut0RwNPf1D42nfvs1hEFr09SYJYz+Tp/dd4\n+GhgkRu5jczhUnPYpVGa4VAAra2x35nAlaaMzbf0vVUVxYAPIuq7fHcajkaHaYUg5hAMORwE7gR3\nZElHt1oyjY3LXSWtYD12aAvuwFNzR4oNn2FqLNeB2CnTZGJsQRmLaVkWy8Dx3TsM73yJi7/4ObUW\nupVRZl958xjZQeiNNspL07zkHMiLRI2wr3D3zVcJmw3xxQue//zlvA7Sa8fb37zDzdPbiHRolEMe\nWnEaaHc1sFwJwfVOc5L+NJkBIvWR0Bv68slHO8QjRebIgBBNz9JixzjCbj+aDhChLSPr2wskJIYJ\nwIwXUawOJnh4r1YhdsEW3gpEo1WlTXYzqjnFRDggAMYQGvomIsRsgnPbeNh1kVx7s+4Tv/XNe3zj\n669QJtg9ajx/VFmuGvXhFT9+7wnDi4nXX32Fd755woMfX/Dx7WeE55Xf+s4rvPWNW9z7yhHrLnPc\nRU66DlFlu7vkX/3+c6RFjr/6Jq+8uuJX37lh58Pfg8nGk8VDNNsQpDCH36rl3PlCywHJUUIORjEp\nRiH6YCRu6tCKRRVkz77TaySoFvsO5xyuWk0raCy+IZeeckKLyjTZfx+S6eq0OBwY7XxKL/5sMJRK\nC6gjWcHqJIhiDQbgDsYUyR6wiWJ1SI7qWWm7OUbN0CCkZG4+90AQ8CDkaJupeSPVB9e1qeXSabQJ\nO6hJGWIK9F0gx96uZx9wjmtAbxslm7ChN2VhNwRitve3H4yuuzzbQ54YB2U3FOq4JyVhf3HOJx9O\n7NqeVsww03WZIIGUI6vlkn6R6bvM6nTBZr1ANHF0Y2ODMJBzosuZGCOBjMwxOTG4IM6GzOgu1RBn\nBN+GNQ3zgBxtoC5meIlZaDWTu9Vfx3L4N/L4YtD6HBzDrrJYWWVDnZQuW4he1wV2u0IU9UoNaMvA\nftWjkxCixQEcLSMyBt5+K/LB+wOXY+XZVeHVG4njnCmngZObG6ZV4+TGikcIixBYpsDlUIhjhF2l\nhsR+rOSpsBsbyS35rQlZlDI0e3j0npkkQudC5zBn3xwFpsEoSR2tC7Bbu0hZoF8H0jLSptnBJJbf\nk20XHDxjqs2aEHG9TAjXDjCEVgJ5tUJCZJwgZzlkHrlG1Xbh7lq8fDFyFAcWXc/RzZ593bO/GJkt\n3iCkboFmR2Pi/E89+ceDAD+r/wyCiYiFQ39jSHKwnJv7ryK+yxQfzkSaIyOCTo3cRRP9y6wnASRg\nj+lE7pUymcD/7HKg63ugs919M2SlamDYT4hU1qdKLZnQ2eLSGm7rhyiJbnOExAUxnzPzPctVZBoL\n49WeFHo2N1a0YItsv4hcXVZWR7DpM/2dDZsT5cOfC/UAPgTu3l/R9725LJvvktVfOwqht9Jls6Qf\nTjuSsevAOBGm1nhxPlKkmWBa5t26fR9BIPWRsrcF1CyjhRBdyD5TKyLmwFM8jNPS7w8wFyBO/5ZW\nDzRUiJ571mB2Hwo2GDexey4GvIXBxPL2tdnFkSSwEaN/x1eEzWmltgL7Aq3nzTdu8XovHK0WvPb6\nEW2q3Fj3rAu8tQ52Dj0aP2VBKqyPTviP/pM1NHNY9ikSa3NDyfwe/fzOQ5TOdJGRfAUXkYujtY7k\n2N+Hmd+9pqf8bxRsE6COsn7mvxMv2la3koaZTWqmW6NhVJujYTHjCfSm0ZsDL9UpPjCKXqJHQc06\nreCxDpMSsqNhQazo3p8TB6QYDN3ye3AeDEttRBItCd0iUAfbzIUklvDfIIqaczVY96e4MWdmGeYQ\n1xQNlYtxVvC7HlGgy9GiEVolRaPUzXVscSoNIeZkzu/biRALpVrchrRK0Mawq6zWhYefQJFK0Ua5\nqhSxsvHL7ZacIrnL8DCy3CRSiHSrFV2XaEVZHy85Poos1z19Xlp1UTJJSEwZ0ev7URTmmrTgaJeo\nQ57ORQZ/DIoaJS9/S3oO4YtB63NxjLtGoNiCqAZZByzbJEsg4DvLCMMEi5Cou8YUK20SjmNCOqta\nKFUYJ2XXhKkElsuO29l2Uk0DJ0cdy5BYpUyfMy/KxNX5hG4rVTLDVGwACYHmSdldypQGozbGrdL1\niZBMUFz2sIzGQ4QkBAl0yaB5rQpNGKs9wMbaqNIOYtcZ3561XFbHwvXNLfYgCNnDKbUZwqAQcyAf\nrfAgJQiGMlzTZc4UVIidcv4skLqd7QpTYDfsOXu4c3rDrOVd3yM5w2DUJzRiDkjxZbQJ1ptjg2Ug\nOH3i7kK5XjBasCVq3Bf6ZT7oJnQyBKpN3ucYzcmJhxTKvLOUiMqC/njB9nmhVtPq7S4rKdvuexqb\nu7GEQGM3FUqqxFFJ0a3gQUh9sBgIhRQSi6MjwnKNFnN+xWzVSApcba/oo3J0Y+3MjSF2KVbaWG1Y\na7DOCQlyyJ9adZk791bk2NnDOhoFY6CJOm1k5of5+X0I2RRbuOZogabKfl+omIMzxNnibw5YDfj1\nALMAbLff8sn753z5zdsInVMl6kGwMO0auXekquL1OE7VBmVySsmQSi9ojjYkqGsFP5vDda32nlla\nNaG4KhojWQwFSQtxhCegK9PhVHfjBY30m0iIjS6561Z8bJ1ZoOraNuAkWoOESLRrLSjVh4AQdJ7P\n0SoemzL/A6eI5lLgeSBJXofkn0uVQ2r//F0wyxfU7s85rsDxWbsn1Og+60B0utwH1CrqfZv+mn5/\npM5R39xoKqSYvA7IzqgE6BKm2xM5BH3aEIDRjcGczpbxNdPySlOjiMP8mv69lr1Cr1D8M/mrlcnc\nwHPnp/igpyIcdhLqrurJvpu0NPGfJRwE70u04U9dCTAHrwYBSYb+GWwINM8HywlVG8Y6GrFLeL48\n/VpZHEX7TFV4+vEVu2mEBE9fXFKmxrC3SfV8azEWIpf0C5tS+7OOUKxPc7lc0i8Sq5Oevu852iyI\nIRFTpMuZHCziJcWMVnEJrSBcU8LojHrq9Wbmb8nxxaD1OTiW68giRxZePKwhkFNkLAWNlhlT9zZs\n9Z0yTIWHz89Z5MRRf5tX7kaeXm352eNLVhvTKayXiW1bs/71Gzz4/nMu//QjTr5+k1XX0aowSKT1\nHfHlOS8/HMlBOL2fzFEUK20vqGsv81KgCH2MpGRPozZUzrcTN29tkM62sQ0YttYReOvWhiTBajII\n9J0QqoXyXW1HcrIS2NglEx+LF5eKEoISiEgBmusv0jVlIZpRlrz2nS8xlECfhWFUJI58+nHhnTeX\nqGcaSYCLl1tufOM5z3/6iKPNMUW2nJ2fsz+/PFSs0CB3HUUTu8tKXhQQpewrjUrAbPFSGlqFsUBc\nWFmzqEUxNGzhku4ager6jDfzGiIQbWCIwcNNFaYKSZQuxcPCRljR3zkxhH98BmXk6snA6eY2y5NM\nENg92xGkMGhAOkgtsV5lxiZ0cWD3dCLEyjg1xl1heRK5eHDFUEZu/8av8OIPPkXyRBkrm/3lxoYA\nACAASURBVBz5u//wJv/z//Ihjx+f0W+WrI8WVrm0VXIyB9bVyx373cCTs0sc0iBF4R//Z2/zpVfv\n00kieNK4zEXFGOKxcGeViDtDsyWoB99gaMUHXENQkgaKVKZxIDptIgRHCaHsJvuOU+BJGvmf/ukP\neP8H5/wX/9VvG4Lq7iln1KA1puqxC6VBrTYg+XdiAKttLrQ2p6PnTj4bwLRZNhvY4mf6J6UORq3V\nprSxGlobhKZWRB39z0GMFhcTHtGlSFOLRGhitFmOzWpatCGedF9rBReqN7UcO50aEk0DZ2fNEuFl\njhCpdi/FJh73YYHB5uPwOIwoh6Gx+manqdVsBRErZhcT/ffeZziNdq8WBfqIVIcH5+T0aIhmc8pW\n1Qal2rzAPXIY1DQY7a6YxlOisN/VwxAeZvV7E6MvD5Ec9r5rs5y7EILXXtkUmaPlWTXXeorAsvMu\nTa/+SdE2Ni3AsGsWKxGFZTbkrDWBRSSDIToxUDtlGq0gvJVGQ+k3mdYqrWDDu0ALDSmRwSlJwYaV\nmCIqjV6E1AW0BkQTpVRkhckBRFgd2+deLnt3gMLtmyemrSqNaZzwzFPGaaBJ9ffcKFrsnh8K/Y3G\ni8d7Pnn8lDLaoBeiggaSO7tjUCQm7zXskGCdtV2fODlekEIiLTL9ck3uIn2XuXV3xW7/hUbri+OX\n6Fj1kU2fKKNB1RVhX0xguoiRWpV9HWiloTXRB+Fspci+49W33+LeUSBtH/IHj88Yzyq9VgtV7Fdc\nLXve3Sq/+Y1A7gM5QxGloIwFWlCiBDoJXlOmtBqIyfQUKQqhNGKMlGbOrGG0B+FmY4F5EgPDaAuX\nekbXflfpkrrGpUIxmXowQYzVRmggSvJMRaO4SjF9Sd/BXNMjyWiNGOxBKJKBBTF3aKumxRDl5XbP\n44eFr7y5sBPrG8ipjEz7geF8R15tzL3Y3JnU5hRvuHjaSEkYi2nLVO2BLKJeL2L0RfhM/cicsk1Q\nQ0rEdCdWHYKjKmaVnyke/PUFT9p2MCOgnkcmIIW2PeP85x9w8Sywv9wyjVe89htfZ303Mo3CfhwZ\np5HVOqKjsDxWtGTYK2cvn3H+6ALVkZqjUS4JHvzoE7qjwFu/nQmSQSdDIlXpNfP2r2z44cNn7LZX\nrDfJ3XftcL60FSYdKTK4eNYW5Dt3j0mSPaTWpylwUbRca9zEEJoYsUwmcaSPGQUxXVlyA0IQMc3N\nVC3KKhgC2Px3Fm102QJdr0Lho7PnoIXWwnXR7zzI0RCCFS3LjH40xN2PWuw/nkYbsnIKrvQz7Yr1\nJNqmoDnnPBdbazSBsQXpVhPKz65SzwczfZ4ZUQyhqcyuu5nuE7Hr5bPNCIZGhcP5oUHoTNiu4vpE\nbJGt1e7VWVBemyGhURzhCob+iLoIPvln8aT3WUetYEgZeNuCePYaaHSOzJGZGVS2eAe8T3NGscTN\nJFYF1ZySCq7hi9E0Vw2/xian3/3+opfrnsx2fV3NxezmPrTBHQ+fjSHaZ0RIOVLV86Tq9XvVapsk\nc5rOn99otFL9c0S/F92B3Oo1wjijf+raUC3i11uYoVrToXl7gDh6atIHc3yPOyWlSmvuaMaCn03S\nGZxKVYgWL5I8zDT0gaqVbCATIVuifehBNFJoh8L2MlXWb4yc3llxeblnGEaGbeXsvKBTMZd2aFY2\nnwLEasJWUS63cPEiEWJkcdyR0pqQIqt1x/OXa8525///F79fkuOLQevzcKhbiuOsdQJpGOWjynQ1\nuaDTdnANhRhZHR/Rny+IY2XZPWeoYnEP0kATu+4lW26wTz1nL69oiyW7F9vDYKFTRbtAzoFliwyT\nIlXJ0YTi09jITi+M+3q42qbSWC4jIVjVxqS2+27aSEGt1LpODKNwvDIUo1RDBkKLnF8ObJaZnA2Z\nmemGufMuBKXpjPpY0dpsy9ZmoldV+MUfvss7v/M6ebOm1cCjB1uy8xRlcqRClGGcGIaR7dWOTV9o\nuwZN6NaBnVM0EoR8LAxFvKMNe8C6hsQiEnxJdNRARA50QA2Qe3M3FbdbKRjVVTEXp9MfFhUAUbwi\nRF0L4guhAtoumC4/QS9fWEvGesej915w8Ysd37jccfvb9+hyx8kd698bryrbj3eE+wvKfuDdf/1D\ntmcvaK1w+vWb1KvAKBOPHn1E/6JnvX6VTmzhiwIEIbfAO18+5mcnLxiHLVdnphdCA9WFx1UrITSi\nJ9oHbOE5XmwIXhrc5roWteFTowcB+OsFNYRlGhtxdkx5Z2MIEIqwPLLh2tgrcwaK2vUgGgk01Gmx\nRiDFRFXhue6pOpBk4cORL+52o5lkaR5k3Jk3p52DJXhrsOaEmRkxQbYPiloNTbGv7UD71GBZVCF6\npEKzDubQ8H5MQ+nsmjDN5WwGyFlo+CareRaVd9SJGBJqJ8kX7GjPB8v4tfdsrdxekq56qNxRj9iY\nr99D0rsafdqqRyZ4iv9MQSKmb0xzJAJGfXnsHNPQ3LRh57SOQuwdFfTYhPk13LNrA5uXUs/O2HkI\nrzMlKUYjC5ZjpeIOXOFwPYkIOhlMJYpl0mX1SBwzB8wboJwDdbTPGeX6e8ud1SqNxXtCowD2vU3+\nrA0B2q6ScrTBMbRDZZTRtKafK41DSj7A1UUj5ErOkRSih/fO8RTNNmpFqTRKtQ7PgJls+mjBxq3a\nsyZEG/bbJPS9sN8C0WvMnBWuzQwlkryXVgMxqp/nSoyJ5UK4eTJxMe6hNN4ohWmqXFxWhlKwuLLA\nxbnlmc2a1IlirQ27REyVhnB1lXiqFwx5+/9xwfvlO74YtD4PR2iUpgyD0Pcc0tDbZCKD/b6Y9b3a\nDauaCfGYvDpBPnrK+QjlHuhomMlQhClEPq7Kzcdmw3/vZ+dsHl8yMdAFITksE3NPOu2Jg8C+oVPi\nqE90y8yULV17nApjsbqZkIXcmbW4DEqNBWqgS4HQJaa99V7EmIkIdbSho4yN3E2Mu4kiwlE0JEub\nPXFNHJuo1cJak1vSzZrsyMcsRNdC1ZdcPf4rPvr+TTb3X2Pz6hFPPn7Ja6+cusDTHsz7qaA6UMvA\nbnfBfntF2Y+oPc1cPBtIJGg9U4E2GVow01xz0PKs95kF6IKnz3ueUxmrxQ4oSEu2kIVZX9KQFq4z\nuOS6c0+r9zz6C5pTsdB4ftAhCY3u5CXv/+sf8+iHt7j15Tv85n/5D4i64OLRyO5yy5N3K2//gxXn\nn1zysz/8N1ydnbO+t6LmN9heNfa7CnGkSebywRknp+MB2VEN1Aqb/jZvfOuKswfnPH00slr3LNYn\nSLSMtqnCMFWmsSDYoptjzyIfkYLFKxwoN1EQL5e202JlxBjqEcBSvnO4RvsA0R37F5fQiiFOYqho\nzPE6bqBi9HIKhJQJMRMJDBp49vIjbh/dI4Q1SDAX1UGRY98FzVxhngDhw6/3WrpdT/9vNviDbsoR\nJENpmmt7HK5rtgC3pofIEoLrCoM55+pkP68eU9KqICnZQJKgtYIGHxZqgSZe42TvX8Tef6tWE2W/\n0xFXBA16iPzIXYZgfaE0PLZBPOje9FM5CcNlgzRHMri+MkKZC5I1WHhlNRfdIRrBUb6YIinFQ/yJ\nREG8H7JODYlqcoFog0GtjTpazESMhnRrgDpB9LBbYiBn28zM2X84HRk7G+jUh714cLmq0XjNNlO0\nRHAJQRChjpWilc7F8smjIOoo5GSXhxViz3U/Fu3QRNCJWfbomkH3VNTmrQZYHMsSis79ga5tE/uu\ncrTniyF7EDuj7mjqRhl7rqpLKQKGpsekjNtiCH+YNaP2nOpyh/S+UVAv7XZNXc7msmwVkJ7T0NOa\nSTjGfWOzahQxelUH5cbxxG5X2e0n9ruBcarUodrP9DunJk2HeLX7YtD64vglOi4HZVyYpX6Qxrgd\n2e4m5/RhGCrHNxbUZg/92qBd9jy7jNz60k1Ov93xw9/dEdLHnHxJOP/okv0y8qRM/Mn3L9gcC8/b\nnu0Qma5G4mZFXK5oXc/RmyeMNy17Rt8/Z3l/SQuBy8uJGAO5jyz7iAyjVXBMQu4aoUWWJ4ndvjLu\nCsebSBczktQC7eqeIIGwzKxTAidhSrWKjP2+crTRub5wfvY7LB5oGijNamZicM2LuOOpFkIoxLjj\n6sMf0Y52/O73M/e6W7z2nXsozRBCbezrwNXVBduLC4Zpx1D27PcD+90l4yeXaB0R7QhJiDVz+uoR\nZ88XtHppadrZxODqoY11f73AiiMHAUMjW1W02AMvSkGr6TUA23Vb3wa1uANxMsFuCP5gxCiJWm0h\njtlqcdvYiAK3Xuv5s/yI5+0BH/1UeOsvIs+IhzLj9Q3h8Y+Vi2cFNjvyfseXvtVz88Zgw58qVQVh\nQuTMcr0UstMkWYSbac3v/NY7/Pd/8kd0fSGGyn/wd36De2/eZ7Xp+dGfPOIHf/zvGKeXxBDpQ8fb\nr7xOwL7jGOdwXf/gbhI4oACYRqoWpQuGzoooGkywv93t+Zf/7Od870cfsc9Km7U3gz3wkeJUltKv\nswnyXcibY6SkyH/z373Ll+9+zHf+zi3efvsOp0evIASnuez9mZvMhq8ayiGyQ4L6MGjDRp2qXwfJ\nnG0hE/vgQ7FRaHW0/pj5u0/ZHbIYQlRL8yHKOOLkwbW0hoplnyVH/USEWgNQ0WILvQpQmtvv3XEn\ndj3FGO0cuLYtSKC0Yr8fG8ZSjMQuMo0Gz9bmbkMMQZYiRC9yV5y6xDKaNBUbsprptuZpM/p9rtpg\nDkndV6PImyO/wTVsfi6vncrC0BTp8XyrZgMcQvZBXfAhaNs8kV7pkiNdh0EbWmnmyvZngwShiCFf\nrSo1NQ+5VUqzChqZmkU1YGikAuKUnQiEpl7KHkx/NxnylGxas02Y124pVnmGf3ci0C+ERTPqr7Vi\nQ5o7P0OwTUWIsMhig/Zk3Y6KENVkE4G5qBtQIcdof25CEiV3hhjnZPuG3JlbsBR3ovpmInfJh2MQ\nGkUhJRvK+y6yWinjmJAopKNAKcXNICYbKWNlGAtlUoYysd8W6tQYamF8Ofw1rIZ/M48vBq3PwZG7\nSIrh0ONVxSiaHotPmEaYBrs5SlXKrjFNSvzVSj4P1E8HulGIXYYwMUmwuAERcs7cuJ34+Bcj8Vbk\naohsh2xJ7zVaLlNqjCi83jOlhozNhJ00MpFa4eqykCWyWAX2gyKh0i5dixBgt1PGOlHK6PTFQGuB\no6kjrJdWOOtp1ZKUYaosx4p0The5y0ex9Sv6wzI4VTLHI8yuoDTrZNqO8fICIZO5QdcrrRZqGVAS\n02iOtBcPLk070pRSimnE2gRaqaVAVwg0pATSIvsu1sTDB1F3xhAasIW5mVsKTFSbUnDtjh40JiEI\nZSrmtFpUVKMVdItQXZcx5/bgA0kIwjg2yuj6MKd8kiZrOMIEwIRqoaHDTH9YL9rJjczbX77HBy+M\nEqAU072gqAumVRutGg3bFOt1bIbgLCVx896CZw8es30x8qtfPeXm7bvEnFl+d+AnP+jpu56jk1M2\nLPnmr94+JIy77MjpH/U4DD9nnqZq+JLzgqh369midH7+gj//y8dc1QHpOqJrZmprkArR49xn6gYv\njHbGDJpyHpWfPN/x9H9/zHe+O/Af/v0TFskgEPXMqRCElCKIeqis3V/V/xrd8drcVdm0IRWQbKiC\nWLk54EO9L9gYAqvoZ5LUbcSsxdAiQ4JsaKkWHWfDjULIyRA1H36DCC2YOBt3CNam5vAL6tEKHJyG\nwelC9aHIULV60MLNMRn2AvZ3MUGrPjz6+5gmNXpWgagm2o4GR87nOsxDVXPac/R71ERxFg/QPvNy\nYojNoSVhfgMVo6dmN2afDNHGc+XsLBNUIajLDGYqUA/0tznjHD705wXBI0Joh17TVuUQNquzIs2l\nAhLFA0o5bHzmj2ByPMcyfSifs+LABy0V65j0OBXdKyG5OjCJh7P6wu3IeytCzu6UHptlbQkWe+O/\nl6BGnasybk3DSJydnzOdKdcXIRw2JLUYBRyC0YNos87r6DrVWu27Ff8MwaQOzdHZfplYrWAYEyfH\nEENjtyssN/N38/k/vhi0PgeHqEH407YYJZOUFEBrY7dVogZLI0Y8HDHR9YG2U65eFsI4cnvZkRqM\nLydYmk1YQ2BsI1dXkW1VyqUiOaGSDjftdFUZtpV915gIyL7RBdPO7C8rMUQm/NkVsXqYPlry9mce\nBJLNDTkOFW3NKAAiJ7ftv9Ns939OAa2NbWms+kTujCZQf8jZImQ3uO3ecYTKHzwKi6WH7DRF2dP2\nF6Qh07ULxv0LtsMLfv4XD7j9+k1aWFPrFZfPrshqZamtVkhGIVAqTCM6TWzPzikvdmx6IUwe9ChY\ngTWer9MKivXjBRVaUC+JhYPeJwhMeu14w4Xb+4ZGdVH/nKLPZxZjH0YOAam2WKRZbKyChCOUpzZs\nxJmCcHeXI45d6PiVr91m+96e2PY03VOnRqsTV/udDzUNrYHURfrUk8PKaBnPI3r9az3v/+WWto/E\ncaIPHSF09KHj5tGS7vg237zXEy4T73z15OA4wzU3BA+TdOoPnGKtzYuwbYG00msTXY/TyB/9m4c8\nOH9JCddRAib4tp/L2OI4xxjYTt0WUp0XLgnsED6tE7/3vWd8/cvPeO3+TZL0Loy3/4Uk3mMo14vo\n5JTWoZvPrvXmmqqUoDYhZIXJF6Xs2qrghcESYL5mZ5jEF/8568Cq64JVJ3msgKpFEIhrEwX/vdiv\njCHa9VjVK6CcwGrz5ef0YfSh039OW6MU4w11FrCLRb5I9hNy0B/aD8U0vyn7PSGow8kCok5Ngc51\nS07n2dA4DzAcBk7TyTVzSzaYU0gl+NDlWjKZNQJNXPzuaPf8/poNgNdQsb3FMjRCaocBq7lGs03F\n3wWEFA79jXYRzhC5nafmiJh/xAOtbAJ7e06Di+G5fv2QxDcRn9k8NN8gzQn7AOUzJopZwznf+f41\n5M6v7WZo6HwOVQxZizGQFnZu5udHjBYhoRX6PqEow94z//z50Gq1z+8fe/5urTTdrsnqFPk8lE1u\nTLBrQOn6bLxEUzarwNC6/+cF7XN4fDFofQ6O3b6iWuiiHHID2wTN9RSlKcdd9EoJCJo5iUr+RSDl\nwsvzgdU08a1X17y3h3YV6Y/vcOfX7xNvHxG6PWN6gF40bt5YshyvkKvJduR1JD9u7I+EdLPj+GSF\nIAznhfWNTJkaoSrrVUInsfRkhKk0NJkFn9AodSK1RO6yoS/LxKrvWORoWUQeYdAq1CCMKjx+seN+\nv6COgcUikL2XLRAIVQ4USZ0aosUs4RHTgYk9JFr9FHnvKV+SwCA/5n/8r1/yvT/+mPOn5xynE+7d\nepVXfu0NWt3BOlB3T9k+FsYPR757f6TenYBCF0eGv/w9TtueNg1clSseP37Jy7OBj947p0yFnAOo\ncPfmhre/fsrNu0cMu4HUR1Kz+g4QiAEtJuqXGJAUyB20sZGCxUPUZkMv4voPR2PmhTG4LgTHf0ox\nhf6N08yjySzdZf8U9AQRS4mvdSCHnhTX5JcTX/36mj/+yVP+xY++x26cmCqEZNbt27cyb712wr1X\nejax490/viTUxnd/+y1uvnnCr/3K6zx70PjKr3V8+sFTTjZXLG8luhD5jW/fZXnzJn2XbdhVEwSL\n4snXyjDtbPZqeL6UoTgS5swuOSwQAkxTZdcKf/rJwHRjRS7V0SQlLjrYV6QUtE3E0B+QVFo1ynFS\nUoxMMTKFSEyRMQi7IPy3/8MPeCWv+M479/jH/+QbJjAWYWo2vPaduUsJSugq0wDEYNEBBPJCaTpR\ndw2a1UmZZsiGxSDBzQ6WI2cp2xGNMF3Nv1cOGsODzs9pT7IZS5wnssVMBZFEGUdzM0YbFLSqIZm1\nkomGtoZ5Y2K/wox49npTA2ogSCSGeOiWLJMNXjEH2lAJQZgmyL1ldJXRG5dNE206s9JsOJ0s4kLV\ng4izOvriTtFsw2Bxt2ptGKWowfRovhfJSQ4D4WfDflFlmiq1KTmaXGLyloIyGd0cXPt2DTe5IWc0\n5NHofqeVxe69WV8nmBZMQiM2ZfDPKkHRmoi9acna7IB0JFZ9EI1ZmXZW20SNTLXYZ3INhLaGOuoZ\n+4gWi22QNOsAoTpiGoPdFzMSbjpVC3xOUVyXay7EFEykr5pIyTYwOQLNNL7avGe1GaUYJTD6hi9G\nqPvCYhEJdAzTdGgPGJqdT9Poi5VuIwQXVioNCZC9ScPaAib6xRddh18cv0RHSFdEXZF64epqtDiE\n0NjtGyFZv5YSKMUEjEuFuIMjDfSyp56dsd/uuHtjwS+ebZEq9HnN+LhndWfF9Cxw4+4xZ1cj/WJF\n2wi5DqymwuYkcT7s6HaNoSmXzwpHNwIhmUC4eltrysEydbIg0uhX1nO33xb2l6YxWSV7mKZOSEtl\nkmK6FYUchHGyjWxcRFJoTFNFtLBY5UO8QwgWQ3DY7s2HBBeOm8ZFAYLtvkQsqfh8fMGHDx7yycMH\nLHXk5usBcuLjPzpn0fe88xs3ODnpmT4YWcnA1J6yPztHWmQ/Jrh5SV4GqjZ+8eSMf/v7n7KvI2Pd\nUaoSFBZ9pD9VRu2o1QpfpXUm8sA+f4i+YXeqyAIlTaOjc6ecf157vtpq05qSXMykirmIHBEDaKNr\nU0Kk6MBuf3aoSQoBPvrpC8K04Y2vLDj70cc8257z8dNnXI3K1AIV0AIxKs8fN/TZwONcae2Cs/KS\ndVC+dHGLG7phqSv+3m+/wXoVOP/Jlu35Ff3xyhAmm03RNMMdThkV0wRN48RYB3eUzhSWLfZBugNi\n0ILQiqJt5Gq35fxiR6vN6bJwgDmCBPIyUXcFmlWnqAgpGK2ImrhamlKngsZo300IxBTZRuFTrvj+\nu4/4R8Nb5H5FDFbDE5KjZuqutWS9nzEKtRg9aGigUlEShq5YMbajzI6wCTYkm1XQBqqc5+/Ty98d\niTG006kfDYhHKcyHzrEJjvLWMjtpDbEK0YEfDytt0wxrzUXRc4uBQSpWj2OOyaCQk/UKtp1HTahn\nShkbSxmdKm9GPQ2Dsj5NB5ZtrieaESwLMJ5f30I2Y2g011RF5/3n9+tv1n+NcsCI1L52o68cdVEO\nkSohB0LDB2NHnACVYAR1bTBX/TRhvQqHAbd5aG+MQsU+f+6gNA+H9iL0NhkNl7x/1NCuYL9b8aEQ\nxG23M7Y1B3ma8UEO8Q9VDZmPfpE0HEVqYlEjWA2U+s+2Nhsn7ITUZjETe6cWumR1S4eCehN5QlC/\nJhqxzfelx39452ktmKnE4FaL+ChG6+LylZisRmnC9WiYuzM6wmrnMBDC8//3i9wv+fHFoPU5OEI0\nrcw4VgYTXNguv8KyFwLCfrB8Ik2Q9tCPsOwD5fEVsttTp8r+RaNsK3QQrxojE/p8ZP+icvzGEXJr\nol8uqesVm+XIrWcTN94Qzr5fkLhD7goqA5fnka4PTJMylupOpsh2bESF1cIeEK00Qi+k0Bi3jRQT\ni6WQu8gwDxGpsr+oHEUTZV5sKzelMY3K/qpx2u84XQdCFy0Z2mnE6lEPlill4ZC+p0QILlx1jZQ/\njD/99Iz333/Cy/05uQbufzlx9unA2flDcjpmo4FVH6ilst3v+Is/+4gXj7fcudexOlow0rNIiSbw\n5OyMp21rSJK6nkQ8BT8oH394wUfvXbHuEjdPTnjljWPy0ogtrbZD1OC0KmpZSkBxHUXASqYl4Umm\ntqNtrRl1lPHoBLCHrWk9xsl8/UUC//KffsJ6dcbgi+XZdsuN+Ap3vnLKx+/9gvM28vBiYKoNXwMs\nKqHBXkf2m46ygMsXE6gF3T78eOL1rxT6PnHnaEOZKk8vn3J1fsnRdAOwhaqhtGKdkyRB68TV+Y6L\nl1c8e7LlyadXzMnmd+/2nNxccOu1I4423WGwoQh1qrz/8zP+6s+fcLaf2E4Dc26RM3xO8wWqRAsa\n7ZxK9fNrO367cJpadlBoNmShkRp6hgaPyxWfPHvJ/Vd7C2cM5tIr9Zpqs1JrzEEm9u9q8agFbxwI\nyV2wdf5+nS4T0xR1nae/21dlyGyzofuA8mVBJNp13EDr7FLkYGtTOLhtFXsP+O9ok6GHIuqDQHWU\nUA60bJkwJx3qg565/9Q/F606M2jIYsyHC85+dzRjBqJ0R/Y6olxHWAiHL6pNNkyE4BUzUQ65VSk5\nKjV6d6t3TM73rUQgXyeWEa5pu/l/4UAb+jjq5hRpcxyK68L8LbVmA0Yd7bxIVNQqKrA6HSuEV4Xk\nSeqIvS+JNiTFJAxjs45AR2NDEDfBCATXOBZ77YPWdApWb0NgmuohuDX6e8b1nfPHiFmgmOGgTTZ4\nBa/XMjZSvHPWhljTmvk83wwpCxKuE/mjuxbTdRVYa66pA0vNz4JUK19XsQ1AcxTOEHe7tmO8ZkSn\n0bTBKdswONcn/W04vhi0PgfH0yeVe7cn9q2YI8l3oZsbwrBT+uRurgY6KGEbuLtYsL7VGKVneLmm\nXVyxyJk7pwteXo0MR7B5o9Edj3z8QeFb93+N9kph+nTP137nHuuidL94wSQPObu15RfnI1MJDJ7T\ntc7KcFERlMUysT8fEIRFTOwrpuPobXGWCTbrxKuvHKPAbrCU4u22oAshLRtjmUwHILBvFpqaN8Jl\nm1ilCYmRSKAWE5OmYI3xuH1cklFNWiGlbLUmtbpLz9CG3//ez/jZB8/YDwPf/cptbp70PH1/h9ZL\n9rHw0492/OnvnlO0UbGHYinQntmubU6nV7VE7DnxMsfEK4sbvPb6Ce98/Ygf/vQJP3z3OdMw8puv\nvsb9L/dGH0bxUNmKusg8qVohdlOjWpzSaaqkzh7iEuy1JF2LdoehgJru5pPnL/npT0e6O5nLCW7m\nN7j3VeVf/fCvmC7PHRWDlXSc3lzQ3d7w8Unl4sWeuqi0l4WC6118SNWg/Of/8Tc4Pd3QJDCFSgjQ\nFUGakrQwTgMf/Ow5z55f8tZ0yfJsR3ec+PCDZzz7yUecvdwyjpWcYczCo5cTZ5eFQYiVGQAAIABJ\nREFUqnNOlQ0rv35rw41dx8WnlxyvXlD2ymqduHP6CiEn7r9zg1e/cYNSleGfvce//fG7zOGX9gUX\ndDfZLtyTxFMQmkQkqGmkBkOCTc+UCDRiNWoli8UntNSznQLTvqJSsOoBIaaM4s4trZRpYhq82y5Y\nnl1rQnI3mNU6CRKjoV3uUlMBicEWqWB0WjXRmOtibEyoQG2BLmXI0Gqltfp/odHAkIngaIUtegZ7\nqELogGwF5WVUQ5HAdXz2+rnnkGfWvGMzqB4iGGLKJPHKmDgLCp3OFGUcJ0K2zy1zkZ+LybKjdLOm\naWgQmlVl6WQLf+4iUzEUkmAor7jmLASoWDSFOJeqze5zgFosdiGn5veMolFpYyEmHwDG2SiCVdP4\nNaNqyfBEKFoQhEiEbKihOjodk+nL2oidDy+ttkJ0S8APMVjGG1iQpw92oQu0MqNQpr2KAepo/76U\nRqxClMpcIGXUL0gRalCyo5J1DnANShnLwWRg4HZwpM9kGq1cXyKl4eGsHDSSKVk/qlbXZrWKRNc7\nNqOOiyohBEJvbsbq5gSRQEjRaFk3DqFYliFi8pZeXU8Lv3h2rVP7vB9fDFqfg2MaG+NkmUq0YMJV\nTJ+Q5gesC6OVxjJdcnIihLan3NwwRbh6ds4UIKwyOlWmoyVnV4F7YcWtV5e88+2vMLUt7714REgL\nShT6OwPLDyu3yLzferooxFVjPxQTsCdoTZiaUKvtnstku+AYBenFC1gb41652o72eQbl6DhzWZqL\n9607cBj8KaGZlLEFKChTqfSxIsl2jQIHfY4W28mm/BkLNRycR7MeeKqVj96/AK10nfDs2ciL5xdc\nPh1QVYbUeP/jHZelujQWKNcoWQi2IEZLKQAV+hjoY8+d42N+69v3eP2NDSKNhyeXXK3XlLjg2795\nm5Mba3toC54aDlNtRg8Gq+owJCBixXKAKFrN1h2CEFI0sazYImAPONthLo4zt7665HIQgmbeuHPK\nyVfgn/+x0JKtykZ1BPq+I4bIez9+Rgs7Jgw+CHa6CZhDKwdltYw20tdGUgtrNIu803nbKz549yVh\nUMIq0bDB4+NP9/z04Rk79lTX8UyC0X3BdsPmMDWd2o9/eE4XAosoVjM1wa3bHf/kP30FRrft1/+T\nvXeLtS1L77t+37jMudbe+5xTdepe3V3d7m53u9u3OImBGCexFYMFSl5AOkJBQgjxghAPCIkHQMqF\np8BLXnlAkfJghSMe8hJQFKEYkQgJhIyJSYKT9jXd7q6qrnPZl7XWnGOMj4f/N9fuSA7BkDjl6p4v\n3VV1zt5rzTXXGN/4X7W5Xc2y+K/d7w1r7ng2klXqXKPmTkNXzpVkHV8jR8mM3cWeue7ZTYWc4Ory\ngv3ugsePLnjnzYfkqs1pXTTITjmGjwHarENElE3TAUODhgkVsEFofZRvpfBRwVEbGjL6UA6TBc7i\nGuBTzsoW3VCroHVsq6IxHRxShn5wUk2KN0gxIESQ6ob4CIHR81JCz+QMxuL0LoqQQL1AFTc5Qaez\nFWqv4ThNqCRZaJCcopsJJIV+NCwq+hr7lipvrKfBfhcqrSRd06ArpDVoqnPnoYv+7307dBAoj5Ai\nab8Snse9UWEbIFWlGQGs+q5aRvEHQ2yAB10NhPA//LaLDmSJpOcpBrizY9VMWrQ13pc7bikql2RK\n2bSUdInTa3HMh4bFMBqkMEfIxemB7jnemkwIW9p8D9TWN+3WwCxcgci1OZoyr6Rr159LMRTnrHsz\nFg3OamUQWpliAE2OnmOTfkvSti28Q4n8KW0E+Hd+vkLoWuhy9Uzf09sbvfvdcn1v0PoEXGmSqHU/\nVdoYtN5pbdAPnewxeLgLJg+apKRbDl8/wWcfUPcFaZgq+eGedEzsX3tIO13ymc98Hz/8L3yatz/z\naQ6nGw6vKsfq6sEs8fkvrrw2T1w82HO7Hjm5Noj9vjDNmdOxk6fE3NOZzvPhkQ8kgXZrg9ESd7cL\nuSrbh3WwS0atoScggvkMNktPwjiug+PS2FfHV2N/ZVFZQjiQwqXnKDCwptBayB02TYnhg2ad4+HE\ngwvDKXz0cuGX/9ZHHF8OWFfyBMcu0XMfI9bUCAkltE8G3kVVXtSJNz7zkC+8/ipf/v7HvPVwTxqF\nY2+8efGIhz+wZ5oSj165ItVED45HzI/B2YWk+5OTXIq9SQwOhkcmlDb3IVrMpLvBjFy1/K3fzlzV\nys3dQimXvPXeQ07HBZt3+HKjzcac1CsPH10wPYA13+K+svgAZiwqlrCOJ8hulCloh8bZku8+WPvC\ns5fP+eaHtzy7veZq3ZNypl5UcunctM7t6Bw9qLDY+Ojf4RSME/ZwuGaQxyA1oUs1G8uzCkXUGd3j\nPgxmn7mcZ24PrggOhMrs5oc8fOUhy80dU1qpuWAlUx/seP7iiNdDdEkaP/pj7/DZzz4mUbl9OXj1\ncsc7b13w1us7drlENAbfEYcQTrWzBTTQ40Rwf5yrgwxQhZQowRFogBNZSZF8LqRMtGNvEsNvFv4U\ncR2GOg19bAOaDhi96SCTJpUSu0n35eZBJ8bw4Mq7UqxAsHimwxE53W/EIah2CDrPzr8DlC02mkuD\nST+LpG3jjJJ0RedhEj9LtFJEbOSizd8dMkGDEocFCF1iOFBD/J3NQoYn5ykbTRV6pVwUwWGBABMI\nmiLaTHU1Q++hTOkcOEtQvJvJM0WoaYr3K6OBpj4dsuRYJRL3fYOIicNlE2qZZwNP8Tlr+B7WRTPG\nqSAVZf+NPlQanaKSKilaZHhT1lffImpQtlZzLA1SyuEWFOJuU+ij0ubC1OCaM6pQ/U5K2uT0zRYu\nRNfQNwIFtSzHt7udYywshv5NzO/bcxQUcZIoUc9B5zz4ptHuEdjvgut7g9Yn4CrJmK8q3/rmLTkP\npsmoIR4trnJPaR2cfgvT2rm6fZ/SjWV6jfKtOx5/7iEf8Tb/3L/yFm9ev2T3+DV+8mf/NXb7t7k9\nwrA7Pnp+4Et/4h1SP3JZV9b097Avv8vFK873/9Xf4qPrr3H5eobLzMlHlEjrpL27mlia9BZ27Ppf\nMwXinVaGwZQV3jdl4/bFialkeobL3QVXF1kLe7LoezNKTfTj4NA73Nzy2qPM9cvBVAvVIFWdopcG\nZUgMXHTWoyIqsfUoIfFO2Tk1qZrl2bTyP/3yh5xuG8U6tSRySbz6yhUpZ3JJlNwpVkip8Pbre/7I\nH/0UF/OeZBMXZHZl025kbEhMelkqP/6l1xi4KsGSSQi8dm1ilkgpUbM2DMsGBdqhAYN5ztpcfBM0\nxwZgjkcKNsA8ZehQZ3jr9T3HtfP2a5Xbdx7x3A5QGn/4hx/zW9/OPHu+sPbBlx++xmfeG/zi3/g7\n/OZHN6JrHC4f7uQ80m6Hu3PwwV/6i/87f/CHP82XfuQN/vYvvOA3fuPbfOPD53w0XnJy8GZc5sqX\na2L9cHD5hRk/veTlywOHvjJsq8ERxQGc7etTrZAKYxh/4Ecf8/Y7O1ozfHE+8+4Fj6c9liJe32VH\nt2z8yz/zLj/9x97l5TjwF/7SL/CNb7zkajfzH/0Hf4ivfvEH+fVvfMBf+W/+Z9xPTL7jx3/qU/z8\n//ABf+PXX5Brwcx4/nc/YP3lF8xlYjdNXDx+wIdfv8Xf2fPKD71Jj+fYGzBnmslUIQYryoRjwrBI\n63ectQ1SzlieYGyoq95zvjBS0D1tDTWzO50OeeDeWdcRLrNE6/oMptnorWOjAHLK5aq0/BQbYj8Y\naQbImFtkfMHdsp6FXLVkWtPnsA5pz1TtEihcgtNpRGNCYt5tkZgRJxBF2wMZYMyVKH46DaWXl3Su\nidlS2vOWY4YzJaG5oMqrXJLaJ5KGK6HUQYRZCMcJ6hzVhm3i8gxQNJCOk4YcBW1GVlfhPJyeoyyS\n0H4PetzCTDBMWtdkopg17205d453k1RDX8EzQmarROzFExnl+vUIPjXb3IhA0vOSA6VuLuNQjsyx\n4ZmBUEk3OSJT0satobKTs9NXHbAUZ5UCReKMpm0Dcs3ljKoV9LPacDJq+/AuB/iaFfo8gQwjoS3b\n1u3mznLUgOthwOnc9zECtFWPcY8i8lInRut0H5QSe8N3yfWxGrSePHny7wP/NvDDwM89ffr03/nH\n/Pn/EPiPgT3w3wL/3tOnT9d/2q/z43bdPltZX13p64p1525N7HcFQxvAVLVhjdahuGgqjFELdb/S\nni8Ug+Ns/PovHXlpgz/wL32Bh4/e5nCsWG4Ur+ymwbEbvhh3J8P3DzB/jelR4gs/vfC//bVfoZ9g\nzUK96j7RTuA0WosTD6JMWugVyixtSMpO8k7Jkzay0HWsC7x/e+LB1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oQTcxDDQzrTKgKD\nIteowFjl5hr9Xq/kjoYLUz0MK2fqJsXP7SEuJ/UQPntslvclz3VLCM/bkMXZYegxEKSUlYyeNQx6\nNVL385+3pGqrswh8oHyl2GBTzcq4Shs9NAKFEfprLh2hj8F0kaB32oKGx+bYpJDe3gal6qE0FFUx\nBtR5G5M0IIwRh0A0eCeH01FZblZMAayWRKfZRlONuF+i6b37+aDitg0t23uVe3N0P7sviQF1dL1O\nTEiVxQMqt+z2mRtlqhpcs9YXy/q8UybCanVva930j6IDextnClU1S0pxzyE6X2Og2+qAcokMvlVR\nMKOJVh5D61hbOv2k4TdHbEUtes3LOs7fFzP9eQCGMtMUtyFk2UzP54h/r6E00P14dsYwPBlb8foW\nCGxmTLPMSULC7Nz9+N1w/a4NWk+ePPnrwB/l/Dj/Q9fffPr06R/5Hf7IG+Dhd/zzo/jZ1/+I3/9T\nwE9t/7zb7X6Hv+7je6WayAFrF0tMU2aeVCnhEYqXlqHww964fnHkcDKu9pnbduS3rq/5+7+c+C//\n4r/LO299HzdL4XQ60Xpn6YObg/FZMlcPE89OK7/0v9xw8/6v8fpbe9Kbn2X+yTv6s1/ljbmTnjuv\nLpnXrXCq0JLjRRvSvMuMbpzWTq5weBGnojuJhFNNWHMupondXGECv0tczHC4WbDLwXHtXD9bqBQu\nLyvz5YS5c3taeHA103Fu7gb7NDFaUvly0SlxnJxpD9lzCJQ5n7ymGfoiKq5UCcBHpG1nv8+MmXeJ\n5eS0pkWrzFrM3Z2+ylHja2eeC6c2uFs6eSpY7bRjuI9y5IglIYy9d453g8sLi642o6SgUtbBSBmn\nR6CmHKUpTYwcw11YypfbEzbg4mFVbUZsMDmpGiOdOmlO2C7jHZZT57A2LKtsVntooDiTQgbLxCZ6\nkig/V6Eq3rU5bdqQGDpGix18KtRPZ/xoPH7TedDe48OXBw6nzud74p03r5j9iskTdU4sS2JyDX61\nGGWasG2TSpoYLSn8dYwhvVu8txop6SkG5j6aTt5Lp3Wnzgnrm7XfsTh655xUC9I7Y9FhxJIzZSE1\nyjKKgNGkjrrRXTOdO8kHyZXllrTv4iOF9kejwgj6cHQUuNmH6E8SltJZ16Qha0DWd1h1KB7okiqt\nehvM+zlYyEHHFYXgMlG4u1yrGL2NEJpblG+HRmjb/DKk1vR3XD2FKTIejq2dB85aK90HbRUSWqYC\n5HNxu6Yqufly8XstVU6knM/ZXLahQ5uVNWXmve5ZnxAFVxKMxDDXDeucg2sVcVJUQ+UDH41UjXXt\nkFxRGF0aI/N8psPzVM7l9RqGItPMFY2h44PRTnL1WsmQ0jkGpw8VrScrWJbuqK+iAIUUKzanxXu0\nHMhNhd5UQr8cRAGmIrfoNCXcdV9Gc6bSA5k0rBg9DUpOka1V8dTVyMCgDWAbeCJjTHG5Qmibx+eY\n5HZchutAtLESgeT3pu/8rhbWZSVnmYnWFnVHJCxnIXKRA6cny8gm5L7H4THnytobjjOys3ZnnqX9\na2uTiWU4Vicl/B/loI1w+0/MdTgcPvfkyZM//R3/6uefPn368/C7OGg9ffr0p/8J/8j/E/hR5DYE\n+H3At/5RtGG84Z/f/vlP/sk/+af+Cb+ef3bXatDjdB3i3H6K7BTtOTrhuHj/9959yIO248VHJz4Y\nC7fHxhd++AGvP36H4eWcFdU98qZQ6eiMcTUlXl7f8PLFRxyvL3j1xy9ojy55QTpMAAAgAElEQVTp\nl5X6UonPr70+8ff/XqMV4xin74FosDSMu7vOo0eZ9QD1UiezaVLK8ChQs+M5c7p1WAfZBn3A8a6z\nnDqvvFrYz0WLZDidMIMVoTTJGKmTi52dUbnq9G0jnTfu0XRCtKK/XmoIOF1/xLJO0xFbRTYPpCHS\nvC2fT/gg6qYvqsQYq2I3bBcC3C56cBjUCawJQfHYq+bLc4azTvglidrICEXLg2RDDq4I8wSUoWOc\nc4LyFHb/JISBBqMq6yiFGNiiyy3nhJeBuapAPIaZhClt2rbajjjRTk7ORaW4t87xToXM0y4xTUk2\nfgvNdTLWk7GrM4UZv3Su9io5tG5kKgNo3Ug9ibpKKQZfIWPaPiQQH33QToNUjS30yXLc47hvhNVf\n+/SWxRR/1nSjcwmkK4G3DdEzpYYHtbF9LsQQslnKzJSWPoYFmjTOeq2+ohT0tL08C1QhIhyIQTWh\nn9kjYTtQphFoxkbROerKc3GHBNsSqI4QqzUgDQ086Yz6WS7nYXjbyywQODMVIqdt5U8CA9MZXXDO\nqRntPox0dFHxEsjrnp9Fzh5UpcHGM26fSU4aOs11sKlVa9KIzDiC2u1HvZeShXr3NvDoOk2xpuWd\nqC+57NIZde0x5KxNuqQamq8NgTJDnalFUZuqp9GhZbPknRld05qRiqhC9YBKMwf67DSA6f54IKQb\n4qXiei0YazitR4Sb5smwNe5RMKc5GxQhYDmJmveuPs5SoAVd35IOCnWLeuiDlrYh1Jls0NcNQVLH\nYHKhrCPoSCGlcTAIGnKLhaDLUao/EkaNRS7Q3iHtjX4Q6leKYdXxk9ZWm3SoEAKrB7WZkPMNaU+m\nGIl1HcwZpp194qjD/X7/a0+fPv3Tv91/+1i91SdPnmREemWgPHnyZAba06dPf7tWpL8I/IUnT578\nHPBN4D8D/sLv2ov9GF065cnmz0jUKVEnYNEC0rpLLLlLjGRc7R7x2GdO1884PBv0ZebuZ79Ina9o\nXSfKza1jcXKGcK8k48t/6I6f/7lbBRTm11nnPfZohmcrkyfSB4VxB7k5Yzc43QymVySibOikeDoO\nagUYOq1ZVsmvO+vBsOI6ZbpT9ompwrqY6P5WGCPRDeadFvjRneubRn6U6A2W3Li8LEwXQifWuzj1\nroM0owwn1yLiJ6fOWqAIh2RrsZhslqeNWXANha0RpblyV42mgMS0Q/lFZ7qiEIa4cx4RXVqT4WGt\nT4A7y2mD5YNOiGiAtTeya9MabSilHYvPJ+iR7uwqMSxtgx/6hoeby7I0NmYold/TuZMspcSwBl2f\ns1XY3oHFj7AEHn1zuQLTgKOHM80ZpyFKODz5pSSleXsEQfbK8Kw8o+ixS2Edd6QbyXE/TodVYZvD\nqPsttV1BjzmrpDltWWMGPka4LJG+L97/9vs1SCo7zYJCbsEbmwu50n1TibGGgNC5sIWAOqnDfJE4\n3W6p5kGjRPRGa4O2KL/Mk1LhyfcZZJZ1M7esoWExHGanmOieUBfShma8jXpMMQSMcHalvD1YQkE9\naQgsSYMYJuepNn4dFDYTSA9KrIcounXpo2yjQEn4xHn4k9ZN98HCaeiuDZsY4HwoTd6NSC/3cyGz\n5TigtHC5wTlqpeTE7jKFxCmRTfRT7/H+MKwkepeOTqx4RDgonz3MCX7+fhHxL/JI6BDRY0D20CF5\n1s92DCtyOG8UWm+ify0OGsntO6hWPYubYH5z+jFiaBW3TC0wkpApzaBGrn4e6Cw+ujEsjBAKTk2T\nweqqIwohvgPe/WyecDOxFsNZx8ISDRE5wlZD6hZl1IpO0SEc0eh5+1xkjqA73UeYKvS9aVEhlHeJ\n0zKALhSuQ0EOaWVnxXCdTTdho1njOdUNUz5cb4NmQE605RMGaf0/XB+rQQsNS3+Ke3rx30SRDX/2\nyZMnn0Eo1lefPn36D54+ffpXnzx58l8Afx3YIWTrT//uv+SPweXG/iLjzShzEUWXunROIxaUsJx3\nT/iY6VZ4eehc33ROx3f4V29/lFKrvngZTisqeiUWW1zaAODF81tOY+HiwZ7mCauVcVmYy2D67BVX\nqXD57crhunFxaRx2cjwxnOmiYDvlaGWDscoW780ZpWMkVpzaB6kOjnfOVa7aEKtRa6YfO3WClP3+\ndIkWxtOhg3dOtTEtg2lnUYK6CU11pVgI1j5Cq6Bcorxtczmg7ziF1SKkLFuKk9jgFEXdpk4X0pYq\nPSDtNN14czbRqoYqZz0q+I/snI4Nb4M6K+CvzHqNfdXr6KdBhYh8iM0KLbq4k9MgDb1WG9JH0fyc\nc1NKPm9Cw6VF8a6cJ73NoCuHQxtnVCTnoLUiImI0SHPGWGmHAcmZimEPFLTp3jQ4joSNgsV98hbj\nmrsGFfSz+4YexaKfq0rCrSSmCwlsc9GGlrbNLdk5Rym7Nvb1NITUFT0Dbohm3Gzsxvn952zx7zYR\nNGedU1ucMgstWG47nlVhde9zH1H0POAkmi8V4j4aFrEiYwzyrMGlTJA8ynq3Z26Ah6bFYrByAhHy\n0OTMEZcw9J1JaJMe4d4aZljzeOYtYgA0CGzBkiqB5twlmKs6GvOIkutt+DatH5b8vhLFQ0gWwwpb\nzYpL9zU8NEtjwBIIsnsYBjjniuGugRo7H9yEdo5zgGZKolHlc9w+Lw2VKRVsD1jCrCjJfYPHQps2\nLAbO7Z40jwOSPvfTQSXdlu0+YsNRZMaI52BDLUOQZ6GzJAm9YdznUznh2BuckZqzeMyF7LDdUzij\nfRvyqYiJALSM7QNQjpxtt00cwAZ8+TZsNx0QU870FelAUdemNIa6nyRYTorp2DRmuA5QuWhdP+tK\nh4YhS0HZ503AzjmGojXDLDEFxesOeU7YGsnv/XyWOx8oVUCteB+LdcRMTsns4DVHP+Z3x/WxGrSe\nPn36Z9Bg9dv9t9/kH9Zk8fTp0z8P/PnfhZf2sb7MfpPj4SvM+0LbTpYnY95XsmtBPhwb1gentfPt\n61v+wXLi1599mzr+CP/pn/sZvvTl9zg42Bgsx4adVi4ALhJzKqwhIO3twN//pa+TGlxe7GjAbTNO\nbxb4O4Npf8nuzdf5fR/e8isvv863lhtGWRldfYZ02F3MZIz5UeLuujFOg1I6L0/Kh3qwz3hWbtE0\nJUounNyhDyrG/GhitqzMnCmRfHA8gmVjFHXfdWs0Ttzdqlg3WxbyYs7a4sDlneLC60aEPwr+d1z9\nKfjo0pkgl9bqjbzKyacsokARChyPDRsw7Qo2ZMceriO+qKusYtaiAAEziXytamUrc9ai3AY+1sjM\nEeXop4Eni7pwnaZH0EGbBgNi6OyGD2Vmtda12YcjrYdFLhUpLtyNdQ2KbDilOoyOn9ZIEYfV5HSk\n9aCgHV81ZK6noVBKpJnqPjQ4LzFclK0mJVCO2IDnSU6tlKR9W9sQCuud9eg6cHvDe6K5n0/Gm8vQ\nrJyF8rk667LhrkToo9CMtqrn0iwE8EmfoxAdYvMUctFOISyuriqryFAygOiYSxGD4CVB32gcSIsg\nhDxNctom6KcuLZObhljTQDbcRaOXEUJhsJa1yUdQZtHjR0Rtx1CcYVIZeusaVqbJoMOyNKHJF0UJ\n5NmAHMic6EKIovJdUjQJXZ9PU76ehdNOIuosWsgVndGHR+hwpswphsBIwzd9wCkFuuUwRhd9GTTj\nFsVgSRt9LYnenWWV6zOXrKyu4vQhpDVNmdTDaUrDW3wh4vtYSsZ8sBw705ypF0KuSApsTUDZl6h3\nkmYth7Ou97Q5C4RK5hJOSIXF9pHxtctEs6jAnRFF4UWlYOBhgtEhx0xoUxvqRMQlmwDJCdZTVuPD\nALJaE32I/k5V38XNSLBR07mqHs2APnoMh01a16Ne/hgp3krCQ/dX9pGI3+2MGBuD5eSUSX24yhLL\n1Jj83Ac2Woy8OoTpebjX+9VSVFp/0PcnOYyk51PD1T0KnAAbKrxOc2KsgzInluNguTlwOvz8P4nt\n7/fE9bEatL53/X+7fuGvwU/88U7pWmRLE3x7WETfSLOiBSbbxPPbG17e3PLtj2754//6V3j9rdcU\nG3Dq9NbobaUpSho7GJYzSxvkkji2IzcvjmALZS44xmkYxznRl87p1Dn1xHzxgKvLB3z0olEznHyR\nvkgxwbgP1kPQNMVp4eYZAw63ikW4moos/MUpZXD90UpNRj45+8uEF1EfI8p3t+LaUxus3llzp+wz\na1O5rhva1LuY6FqzUAhCR5K1EA1zsmWmkqIjTO6nLVywd6e7To+JGIRGCNwLYM5ybHpf66Akvc5S\nRXXkjDZxNzm1iIUt/s+WEzXGUN3QrqvWhKTy6G1wybYlPjG6hoMNpu99kOvAO1r0hyM57Ub16Y+q\nvDlojM36TyjAgkYV+GV4UK8W93qsIYAejpGFJAwLoW1gh3Fi9nBeym0k+sl75JmNRI2k676K23DC\nGWqDVJUxNdrAS1csQana9OCM+oxY4KWfjkRwj4qRDXXpGsh9lahddCQhUI6/P4woTzxHPFgJXRJd\nKeIWp3YD8iCTNLzmzHLqZzQ0RXUTZbDeDcomgi96773rz26BpClrE/Qu88buIrElIZh5bJrQl+iy\nHNLoYE7Lzi6J2ulrwzFSkeBqsOntAqFLoZlMm24PRrvfJAdoQ17C/hgON+mbhIpakQ6Hkc40mL4j\nGlYwPesphuSOMrswYNLQ3fqgneDyUmLuc2hpCsfhZuZJohOTBTWfNXiaJ3ZXiXYYIbgnqCs9f30Q\nnZEa2NoJ6hxi/rz9KtGVOryIussjYSlzXBo2aRo2F9qjQ4AQOXUM2v1Q3EWfbm7JMmltKDlTwl1o\nOb5hTlQF8Q+jZcT7je9pH4NUIust1oh8of/fu3N304Sil0GZpK2K2Zw82Znu1DCs135GnbZgXROF\nSxxEtkUpmSJnzqKy+LkKTN5UpXxHlVFig/JyDdQwh2YyC0lPOZNK5s/9V/+vt7jf89f3Bq1PyDVc\nG2oq2nCtS3ypOhC5+mqamPNDbu9u+OijG+6WxFd+/NOkOnPqcti03nHX4r8FsyyjKafLE57vGG1h\n2KBeKi28W2aZC4e9Ue9W1hV4tGf9tcr+Ysc6GkvpTNmoc450dI8SZEH2Yx1sgs3WneIwsiImbq9X\nLWJRBzIMrg8rBtRpojXl8nitEs8m6OasrTG1RGvqWQM5Xk53jWHGo1crJRUNBWMTb0rPU2psxkE9\njR4n5SEReR+OWWQEhXZlmE7rY+nkrCGnNdFs3iM3xhNjjU1gdQn/Y+gZfWhTNylPuiXyXpvmpgsx\niwEhxWaDcolwR8XbFoNs2LtRPID0GfGZZm14uWghz+k76nUGZwTOiQLpZAxTsx3RpVhqdMAFLZHj\nqN5RajXnU22gPgSHPbZFXPEHZYqsK+dcyeFAmkU3jxj2enPubju1dKW0R1yIXITx1uLv9iERbzt6\nUHVCAxVFoKFw0zBp0+GMPHpYUbfi5uGibWyjjxJQjXHiXl83tCl2Ig6iaKgrnoTKmOEjU/YSOW9i\n6TIXqiUON6v0VXFrRgwrlmLDHfEM4rBqmJ0vYPQUsR/x/pJE0G7asMcQnd7X6BfcqFC/H16wwFzG\nRmsZTFstj0WMg50jCLay7xQBuhu12sPdJkbRgv6CGnqoNBvW4BTfgz4kvu7DzsGVFjPdOdIjATlH\nPhvfEUVhbO5J6yHyr/rcvKs6qGQ9I8sid2kHyoVqGXIy2kgann1Liwe3dE6Ht40WRuGvlPNxBExZ\nct2DJo3X2latk/OkYudSAwkfTuoeVPPGLN4PjiPE/GNAWwNBj+9dNufmRSfNnctd1T0yoidSP2s3\nl8i4CidlSdBDF2abbUZo9xibCF2vbXT1DgLRjSjkMYfJKGlVoJkG5ZQVcbKbjGSZsQImJkJ6vnw2\nC01VETCtdzkRUzq7K2v8zu+W63uD1ifkytO9LuHu5QIpM9ypZYXsPNw/4vHuTY4H45e/9j7PXr7C\nz/wbP8HlG69zSnC8O3G4ucF7j4JTRRWs3VnayivLA3Lp/MoHv0K7O+H+gAdvPKQ77PePud5d8ny/\ncvWL36R/tPLmG5Xve+11vjFVTs9X3r9+QS7G4ZjZXUxaLPNglzPD4bB0LsvEfq9A0otUePTaxCBx\n/XyhrYM5GbkWloEC82pWWvbojOZcjFWuQUscS+PQnevD4PF0Sc+Gj0KaCxe1UucQ05pOWTUZbUpY\nFT2QzRg26K0zTzDNGq60AhqcOsOEWmjxh10xvAg56sdBtsw8iXbJybBw+bU1FvehtPbNDUggT605\n81XB1ijNDSdkSMCwWYvsungEnQop9L5yOA71PRr00SgpQdOMkycNnGOLocAYa1cwbZMmakR09H6e\nlTm0bfBEcGs4pNY1UXcptDcGRYNyjhK7EnBBu8+ZYPGmBHQzvHUt7K3TxiDXSQNUByyxDlPy9dpY\nTwttwLxP7HZzTFTO2hs1F9KUab3JKXbSZjyG6BidwIeGUYN2kuusTirQtTTOtO5951GiLRruyu6e\nDrMEI6I+rMLahFa6J0VvDMdSU1RB1kC8HhvTlOlr5F4VaYnMNsTG8LXquXFtaNOUQd0OQoWq3w/P\nhjotM5FBJ5OLo4G8j6Ew1kkJ314StmpI766k91KTmhVcQ4RlfQ7E87ysTpmcmhOea2y+g1QKeUrc\n3i5gsJ8TuYh+E0kZpochmlW6QG3ojhyjE+mMOOU6qA77R4pgKSXRVln/W5dDsxTIqcqMcJkZfdAX\nmSEGkXKPkaYhNHkkvJVApyDN0jyVi4nuLcT+iYrRQijYfctIC41jSqxNjtpCouyz3KMuJHvtznFR\nyO2G8iUTmpldB4dpJ7fmMsI0k4TIMgbL0pmKiumTG2scrDwJeW99ifqwTGuZ/YNKMmcdootrNZZV\nwwzDIxA1UefMclrFZRO1PkONAVPRIUMooD777tBt8PKuUaue61yK6ppIis84HenowHM6SaNYa4KW\n1DowgKTDVM5Oaq58Oxc1PFanVGNXYG1hMjBX4PN30fW9QesTcl1fN157RV/IlAOdak6pmd08c3X1\nkJcfOafDyu0yePTWm3zhy5/Daiw4ND786JbjsZOScVGcMscm4tIHnEbjgw9fsHTD0kSdJ50CayaV\nyvtfW3nn8xP53URvxnys7NfKaw8mvn4LVBhL4+6grKq+GOWy0WJAXNfG2jpMzm6/x1wiz94lCj65\n046LFtcBNjJTKuTZOFrn5raF0DOzXhau9sbSnGM7ApndLp1t3K4fqeEhTsnZkkL6PDYDLJxtSa60\nrD640YmyXy10oZTS3wOw+04yt9BzuWzajEQixNr4GYXBpKMp2RXiuAh2cIsAw9jEbECOElnpXWAE\ndWFDFTU5JTnMclBSScOkr0qv966utr4o7LMPh6Khs2ShBZ4iQT6HxXv1M+Sie6gNPYf13r3HfQ36\nMQViCQSfqk0hAj9bT9joiproojhGv3dspQ2VsaxuwC4dma9G3un15HDwteasi1FdbiwgMooiB6wb\nx4N0XjpIDw2URElyJRAAO+tMchEl3EcI+Ce9Hl9d9ThBwRj6/+tqzDMS/ydRxDL0Rbq5GWTFdmyp\n4WMTPc+h8zI9FyMqZ6Kyj009PTrx/iKPKq9CekLQvymS3SJKYk6kyCJrQwjMRvERqEg7RnwD0hqN\nLoOI+UYKIaAzBQrbA91xDX7CJwIz8aCGS+iWCKozYgtSHF42I4IoaKFbDIN271q8jx8Y57Df9URQ\n9Jlc4PamUyZFg/hwfNWglINiHR4I8da51wPlzfcBwgNt/rUY61EDQI0hyLKcd+viTDujrUbJkRDv\nQ4hTRsG0piFkXQapxwEkULgUzsMxovgvEN7RIeUtncqoQCdxbFtESWd/lYWsDw3EMrKKcs1JjQcD\nDfHLSc98LnFA6i7kswk5K0ZkZImONCKOZIJpcujIzRz6MKHdWc/3Mtjv5MgJVlgOy+RykmPQ9Xdz\njc/RJcM4LX6m2WW0gd5u//9teL/Hru8NWp+QqxTpOlq/b/EslilWebC7gsOOnJ391SBfZ77/97/H\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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Image simulation\n", "ln.zModifyImageSimulationSettings(settingsFile=cfgfile, showAs=SIMIMG)\n", "img_info, img_data = ln.zGetImageSimulation(settingsFile=cfgfile)\n", "show_image(img_data, img_info, figsize=(6, 4.5))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that there is no blurring at off-axis field positions; however the keystoning effect is still present because of the tilt of the image plane." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 72, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Removed C:\\Users\\Indranil\\Documents\\Zemax\\Samples\\Sequential\\Image Simulation\\A Singlet Eyepiece.ZMX\n", "Removed C:\\Users\\Indranil\\Documents\\Zemax\\Samples\\Sequential\\Image Simulation\\Double Gauss Experimental.ZMX\n" ] } ], "source": [ "def clean_up_directory():\n", " for f in zmxFilesAdded:\n", " try:\n", " os.remove(f)\n", " except:\n", " print(\"Couldn't remove {}\".format(f))\n", " else:\n", " print(\"Removed {}\".format(f))\n", "\n", "clean_up_directory()" ] }, { "cell_type": "code", "execution_count": 73, "metadata": { "collapsed": false }, "outputs": [], "source": [ "ln.close()" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 2", "language": "python", "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.11" } }, "nbformat": 4, "nbformat_minor": 0 }