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@douglase
Created September 10, 2016 00:36
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"collapsed": true
},
"source": [
"This notebook is a demo of a new poppy optic class that samples an aperture and propagates each subaperture to a detector plane. Example of use as a lenslet array for zonal Shack-Hartmann wavefront reconstruction."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"No handlers could be found for logger \"poppy\"\n"
]
}
],
"source": [
"import numpy as np\n",
"%matplotlib inline\n",
"import matplotlib.pyplot as plt\n",
"import poppy\n",
"import astropy.units as u\n",
"from poppy.sub_sampled_optics import subapertures\n",
"n_lenslets=16\n",
"wf=poppy.Wavefront(diam=8,npix=2048,wavelength=500*u.nm)\n",
"r_lenslet=wf.diam/n_lenslets/2.\n",
"wf *= poppy.CircularAperture(radius=wf.diam/2.)\n",
"#create a 2x2 array of apertures\n",
"optic_array = np.array([[poppy.CircularAperture(radius=r_lenslet),\n",
" poppy.CircularAperture(radius=r_lenslet)],\n",
" [poppy.CircularAperture(radius=r_lenslet),\n",
" poppy.CircularAperture(radius=r_lenslet)]])\n",
"#expand the array\n",
"#this repeating only works for even numbers of lenslets\n",
"big_optic_array=optic_array.repeat(n_lenslets/2.,axis=0).repeat(n_lenslets/2.,axis=1)\n",
"\n",
"#create a subaperture instance\n",
"sub=subapertures(optic_array=big_optic_array,display_intermediates=False,detector=poppy.Detector(0.02,fov_pixels=64))\n",
"\n",
"#sample the input wavefront\n",
"sub.sample_wf(wf)\n",
"#propogate each of the sub PSFs\n",
"sub.get_psfs()\n",
"#get the centroids of the sub aperture PSFs\n",
"x,y = sub.get_centroids(relativeto='center')\n",
"#just tests that the center of the resultant PSFs are centered\n",
"assert (np.round(x[n_lenslets/2],5)==np.round(y[n_lenslets/2],5) ).all()\n",
"assert (np.round(x[n_lenslets/2],5)==0).all()\n",
"\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": []
},
{
"cell_type": "markdown",
"metadata": {
"collapsed": false
},
"source": [
"## Now repeat with a Zernike Aberration"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.axes._subplots.AxesSubplot at 0x1045bf690>"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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GziY2tmbY3Jrhmp0Zrt3ucX7L6qHseTee3XmqtVA8GzPJstGBexDzCADXhXHg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\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10c912e50>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"\n",
"coeffs=np.zeros(n_lenslets)\n",
"\n",
"coeffs[3]=-100e-9\n",
"coeffs[7]=100e-9\n",
"coeffs[12]=100e-9\n",
"\n",
"\n",
"\n",
"inputerror=poppy.ZernikeWFE(coefficients=coeffs,radius=wf.diam.value/2.)\n",
"inputerror.display(what=\"opd\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Sample the Wavefront"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"collapsed": false,
"scrolled": true
},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.axes._subplots.AxesSubplot at 0x126a17110>"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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3HJdzv3H+7gf0vRwNmaDJOGaCdb3sec7vsHvbZno782xty9FdcGKmkJTQ8+PI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9wn8+oGDof7FyrcvzBUCn/nqR2k5nHgtKZpJ4EV4HuB79vjIUcNxSlAl1J2NE1LA+8C9g6FmwA3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ejDcSJeDU4IQeLSgGA4mAGYwV3PxC0JYGxDhzLw9svEjYOlxnfkpey+gBz4u792Bq+jCeeXEv\n4NgZy9LYaicquK16CqwfDQ8ZggJHkREUGEHwciBpeicKfslFzz+lKJRQCpirbiKgOgFJqtDlOahq\nGUm5hqQcI56PMS81ym2mm3ykaB/AhkJzvxZCrWsoZdxZpTsRMLOrQO6bUVKkLE3eFMxoZelPrbBr\nOlvZ7zIk7TviP3Wn5czJQNaCYDDoPqgp8AwY9i2TxutECJblnyPW/ZUizU1QgvQ2901eghVwjcxM\n7sLgnYJ9CXcu7WQSy8IkC0STNsVk00xQEpCxq3ay3erTFK5jclKjvYZqp6zKUDizS8/O6LjaMFbg\n006cInK3oaAQHsQI3+fJsTacOFPNrGFlytTwMO3I7Vsj5I9H0QPWJH++FXn3j838fNIvun+u51nK\ndWECQkgu7bQQOSzQ1iBjZFIw40TDXjtlvI7RsTT33HNP+v8feOxJW+3EGMCFTTtx7sq3uSvh5lkJ\nNyWIGG2bpVnY6b6nQUh3tpdB9BzQ9A9vTL1nAkZAfLl21aabkvkq6vMx4opEWRrU22Q59pese+f2\n3Mr+zOHmqxpLMzuWhhEQ5wjMHbjxeXwCfxoREOd0akzWKbqSKNzyYpb6+QcSOhKnO5NdPFhAbVPm\nGnrehu6mncYKNQyF2Yl54Vh3V6Un9JdRyk3cl2461NXxdg7NNtD5lzv2pFuxcFV/9ZbJro639+pT\nGh9fdUqLPbNYKKpMNQg5p+C8sV7asFJp/PZDjd/nfTc/6qwNPEOjMm+ahSknx9YAOmVFM4YmM7fk\nOf3MFz/we+lYKqnjmZv+KQU1QS7tFLqUcuognAM1jBEHdIK0lNuDGp6moAqgImg4HktCdZ3FyJ9v\nQ2GSsRhdivx8MlaMMSC6u2DKs5Rb+2rgLLtwemCTAZzFc6rJMTB5V3ajMx8lX9JtDPCXH/1I+n//\n6as32WqntHybgziDPduoMgAPGUTErcmesCXcRU7aaoXAy701Pz0aNnoOaKYnnrPsDKMIKbHppto8\nTK0CWalBVmpIyglq5Rhl17G6nZgLC7h68+Lc5VVN/fmDZQAAIABJREFUnqOM2xUZY2luPe2sTQHu\nJk8/qVJinH7GOGBjt3f8y38seu+/2DDceWtgFwcvXizuvGK8OxdFRjROH16sm7m8S+P1C9kARrs9\n3oaojvHS4knnwo3dAVHH9VWwLly8ajtruDupp5kd49BBY6WKDjlmThtf8v9lOpqcyZ67cBhtslTT\nAgfhT+1drEF6anIeX3/0RcvMOLbGpp3ynbdzt1qDaAnu3bmpb4NgG1gy15ySU4Iv/NkfLBrvwGP3\nY/65RxuBDMsaztKGDtxWQ+P7PrEFvZ6YN910oOay0b2Lxts+WEFfl5iMZsf96cNzYKQ7k0uzeaSb\n4ucrxxfPy5cNvwBCqNXQeNSwDDOQT++nINxkbRC8DcG7r3v7ov/7M9f/oWNprJYGIgDlzKaeAu6Y\nGg4aMHBBETGCkNK2WiHEg71prts00m6vHd5eBtHzT2m0xm3/9gWEnIDpGCSpwlTmXbm2dQaOywkq\n0qDSZvnbj9ZtwFnDh5se+5QAx/c3XiipCEAYcxUQ1mRP8CzV5IGMpUCR9aGx3wAwGv/tS7c3/SyS\nEjy1LutN0imibuLq5qtrTg2GuiAwvbIFWyGoQX8XVm4XbGzO/ghqlq1YW3kYnDnSnL3rEwqFDqe6\nKDF4xbrmq/nRQgwVdrZEVguG8nHDTV8rHz8MLVpbo3uGxqSdt3Mme7kGlVkLBIPDicYTtebn6ufv\n/xHqcWJbI2gFSJt6MsqlnIxO2yOkKSjH0jCSaWg8Q8MowfyhSUwf3N90vCe++hlwCgSu4ikSWc8n\nkRMJZz2fWGbdIHgO1Ij0fl+gIWjz73dhi+N2LdEvkpYprSs3dx7grw/jlsLj13RhQTFerKFV5uZV\nxWccK0MyQTZJ/0kLL7yGBrDsIdxxCvh0lEnZ8m997SuQcvEcYgB84NNfAoQA4QKEhxbIBML+/gF3\n1U624slXOhWWSTtN7xxvzGUfjZ7FEYFd9952C7749zeAJDULaKplqIplaJKK1c9UVPv6mcETQowW\nWl/UTxosp6WBICSXbqKg1GloqPWoyAuCfcopPTSNXZG+/x+/hecnW4v0bt06gifHh+xwHYA0By7e\nBhO0vui9evQwxoudo6MvGVs69XLBxhmMRp2jVK9oslrLx0Vj01jXQb3QNcukei7ZdKijIOqqZS5C\n+646pWOgxhCCvdecuuQ+e685FUtYNGX6BK+hgaPvvZFkzhl7Vmp8aHbpY/yXPn+bq3LKMTQyycTB\nvhWCsb2fiJauw32WavJ6msl9e/Dx9/2fS453/8f/u0tLZUyNZW1YWtVoWZmswpEJAsopeBCkQIYF\nIdbxKl4VPLbkeMsdvyuJ0aiOC5ZhRpY7P1cS48XakrYMATU4f0PnQNvWvgp2LlGB2kerOJU+3lDp\nZO8vvhYoZ2AK5Bqp5lOlMPjWV/4Z3/zyl1qOd/9ju/DhL37TCoO5dRBmgbDaqsC2QUirnQRFRC2g\nabUkmN45jsrW5ouJXsXRsu0jEN+55Wa89bpfB+IKdM2JgeeriCsJZCVBWWnEbbSp3nPtTlTHl+9+\ne+JABVeMT1pKk3JQyjO9DCEpqCHOC4Mu1EM57cxP//f/Fw8/N7HseD88bgR3Xtie/0erMJRgz7U7\nkQwWlt135/q5NU90RS5xzZaDKLQhQDxrZBYXrTE9sz6Mcc2Wg+BtHIXnbpjBBRvWNt54sYZrtrR3\n8blobBrnrXEiP6G/3PZ4+646BVPnbF3TeDM7xjHx+h1t7Tvx+p2Y2dE8/ZQHM662zzI0Dsz4FfKN\nQQEfNlHT91gYb/mbm/Bv9z7ekHqyzV6tU7BlZ2Rawk08S0ORMjN/+cH/gY+87/fbGu/Bv/pvKD/7\nA6epyUBN4FgZxpljaDzAYZm2xomBT6vdgVP1g8uOxSlwzZaDa2ZKL9p4CGe1YA7zUeDanqdrZBIv\nGZtaElz4GAjsvLBWEftrNk3i5BZMZT7WkcN4dfJtAItLuBey8Mbpu4CMobHpUeAvf/83cds3/33Z\n8e56ZBfe9KefsxVPIgBxaafUjyaymxAsbYMQNmFg9rxuxxEHMz/uQbolYF00ECHm2muvbfrauy88\nCdtVDfGPJjD1+EHs23UIT87FeLHafJWsBcX88SOYO2njqj7Lw2YnyPA2FEdGMTBcwNBQEVtHitg6\nUsKmgRCb+kJsKAUYiBgGAgbU5vGZG/4Ot935/VWNN3bz4yBSg7aZQtOCYuqc4xCvLy2/c5O4Zc8w\nNIjtX9JGcKJx0dg0Qra6Sopb9gxDGwLdJhvFicYVaxDg3rJn2HbQ7eF40jRwdV0db9NNj4Ik7f41\n7fGy95rT1jQeTbLfngAoMYISpygxgn7BUKT2cRRymIEQf3PC2KrH+/vfeRv61w2BRAWQsADDQxgW\nAiK0992mqEBdKsyVy7j+13511eNt/YU/RA0ClbpCJVaoJQr1WEEmCkldQkkNmWjIREHFCXS9ju27\nv7Dq8ezx0mY1DAwoMas+XmqK4s59Q+2PRwwoVj/edJ3jgcnBtsdjRIMTg8vGV7cYmSmciIPD54EV\nixAhRxBxiIAhiARKEcdAQWCwKDBQEBgqBShAQs3sw3du+Mjyb94k3nzGVlx1zADYfAXVycOoHpxB\ndaqC8oEyygcrmDlUw/66xP6axFSioQVFbcMAps88pun7fe1rX4MxbU7EHQhCiEl2L80orjbEllN7\n+l1WEy8JQONjAzTOPjSP4OmDeGamhkO5SVZFHPX1JRxuInZcbdT6tkCO70DfSWdi60gJx46UsKk/\nxFhfAMxOYWbfC/jcp/66I2MBQGH3NKIDcyhOLKZ448ECZCnA9FnHNvmfq4sfzRUwG3Psqy5eRa8P\nYwS0ufB3tfHkTAk1RZuONxrVwYjp6HgPHeqHMWg6nq8I6eR4P5zqB9C78YYeeAEAmh4vlXFb7dbJ\n4yU/XoES9HGCPk5R4gxTGwcQMoI7t61uEdEsfvct14AEES455wwYHsHwIAUzt9/7AAzj+NjHPt6x\n8frOfxPqUkOOnYJqXSFJLKiRiQLf/wR0IjG859aOjffDqX4oQ3CwttjUcKxQQ8R0S23VaseLNcWh\netB0vMFA4rj+zhlI/nCqHxXJmraBGCvUMFqIMV7sXGp66pgrgXVjIAMjDYBmoMCBPY9h9qn7Mbd7\nV0fG6uMUb97Sj2OTGoLDFZT3l1E5WEF5soI9icYT/QXs3jqMuH9phvKIAJo9T3TlvcXmk1/ygOaI\n9HJqFVoZJDUJqQwqzcqbulALTwhSd2DrgUEy3UsbKa8VD9bqOxB0/Pst95bdsBbo4dfLawXb/hxr\nGq/Hf8sj+eNp15xS5lJPnT4dtJQgNHE6GglollY8GSXbZuDajYARGENAGYUS1irfO88yBhDd4fOP\nAK2Kkrph7fFSOdf9a50e0itpmjkJd9yXncCmniDAA5ZpaQKOUCWIGD2q+30JxkuCobnuFaM4vjyH\n+q6DOPDEITw9XcXT5aTlIaoEQ/n44VWnnB4PXg0yvA2l4UH0ry9gdKiA40ZL2LK+iPH+EBtLIUZL\nAfpDiv6AQc3P4LOfuQG33X3P8m/eJMZvfhxGaVDZbsqJYeqcratOOd06Mew6Jbd3xgmqceHG1aec\nbp0YhtLtp5wE1bh8fPUpmVsnhiF1+ymnToyX6PZTTmsdb+ymx0AT1fYFQQmGfcsIgZcbjyWNegxB\n7Cq1xAiKnNlbRlDiDKYk8NnTmlPs7cQNv/Z6DKxbBxIWQaOiTTuJEFjA0hgeQFGB2XIVv/ar71j1\neK961x+jTkNU6hKVukQ5VqjFCrVEoxpLKJduSmIFnUjoWhVbnvzsqsezx0v7KSdGzaqPl5qiuGv/\nUNvjMWJTXKsdb7rO8eDU4ArGW2PKqXgipkbOBy0WIQIOETKXduINKaf+AsdgIUABCeT0ftz+9x9d\n1XhvfvUrcM2JI4iq86gdmkV16jBqU7MoH5hHdaqK8oEKZmdqOFBX2FeT2GeA2sZ+zJzxEko5TTzV\nlfcW4ye95BmaIwpoGCX4wtsvxuyu5zDz1G5MPj6Jfc/O4Om5Ol5ooZ9ZGHuu3dn2Z5Ca4Pb5V6Bv\nw7HoG9mMgfUF9A0VsHF9AceOFHHs+hI29gUNgGYgZChAglamQaoz1rugzRCxxI7vPoXJWK2q67ah\nBBOva0/kCQA1SfG9fasXpRW5xMUrMM8rS4Y79q1f9Xjrw3hFjS/nEoa79q9+vPFirS0RpI/DMcf3\nDwyterwT+stNvXVaRbh/FiP3Pb/q8VZaYVF8fgpDDzcXuDMAJU5QYhRFTlFiHtxQFF3Tvq8dO4Ln\nCu13fn/rGcfiZ84+KQUxJCraLchraQILblgGajQVSLTBH773/8JzP3q27fHO+Mm3Y/TUs1FLFMp1\nhWoiUakrlOsStUSjFltNTexTT7GCkhpJoqASjU27bkQQt38+3H9oBFOV1c/3F49NrcgR+Pa961FR\nrUvwl4tLx6YQrWC8b+0eWRNr9ppNkwhY+9ebh0beBhZECCIGHjCIgCOIGETYGtAMRBylgKMUMNz4\nx7+NJG4/5fWv7/916NlD0IenoOZmUDs0i9qU3SoH51CZrKB8sILKZBUHagn21xX21yRi95X2vG7H\nonLto4Cmt3HEqpyuvuBM3Phffw6qWoWs1JFUYtu/SWqU22QyAOCm3aPYV1mcM14Yz84WcMvECAhl\nbiOA86Bhrn+MpYFtxVOr8/bLf/p72LF107LjnfX8JK78/rNpyelqgmiDzV97GOLw8nnvRw71rQnM\nAEBFcty0exRVufxh8eDkwJrADAAcqge4afco2vm57zkwuCYwAwATlQg37R5ta9879g2tCcwAwLNz\npbbHG7v58TWBGQAYengC419/pK19x7/+cEswA3hTvVwbBDizPQMoV+n0Uwdn8BtT7V3wP//GV+Kn\nTtkEoyR04nxppISRMnUMJlrZvk7Ol8ZvvuLpjz74Ifzxn/55W+P9wp98EieeeR4CX74tbNl2KLK2\nCIGrfhJpGTfNlXFT7N32VuzZ8oZlx1KG4ruzp+CwGbC9n1Z50b993zAenBxYdr+qpLhp9+iawAwA\nfG/fMB451LfsfrMxw027R9ecAvzO3hE8ObM86zxL1+OBgTcCxLq4+7D3Se5+Fr4ZZT4tet0H/grn\nXvm6Zcc7/8wd+MpH/8CWbru+ToRzZ7zKQDkDCyiYcw5mAc150mSfY/M3HkHx+e66m7cTR8u2exxX\nX3I+fuOnroSuV6EqVSSVGpJKgqQmUVEatRUm6394aBAHq61BzdOHi3h6tg8AAaU8BTTeOI+loCbL\nCzecLgtYrPe/7QocO9x64rly4hB27jsMAqvJWesfecPtu0CW6A0ycvez2FNZvrS73bhtGWB09/51\nONBE6LjauGVi6Yv+HfuGMBMvD1rbjZt2jyz5+m1716MsOycv+/aepccbu/lxsHpnfG+IMRi7aekq\nh003PdZS2+HDOwZb7YwHNYB0fXK0sg0pi7HE9fNLlxp/8tITbFduKZ0fjd/sY5PEMDLJgRidamn8\n5j1pjjnmGHzww3+x5Hjv+rO/SX1oBCUInB+NBTIW1KSl3A7gcM4y0z3hSroFRdI/jhe3/uyS492j\nzwULC3YLCmBhBLJKZ9UDtRB371/ahmK583MlsadSwH0HB1u+nmiCuw+sbSGRj+fmi3j4UH/L1yvo\nw5Phuc4xmKaLzKU6cOfDNqfMGgRfdO2bcfkb3tRy/1e98jT8t3e+HYYygDGAcdu0kgegobCbcw1O\ntTQhT12DQ9o4vw89vAfF57vbQuVotI6eAxpKKX79598EE1uHYFmtQ1XqSCoScVWipg2q7fY7yMUD\nU4MLcQcAu6J8ds6tCghJGRrvBEyXUHYtJfr68zed1/R5bgxOnqumIlh/Qq41xr/1eNPnidQIp8rg\nqrNuut/e03zSlJo0rWpYa9y1vzkbkmjSUXBhg7RcCZcThuoaV74LQxnScmUaHpjrGJjxwRKF0nPN\nJ9XSc1OgSXv+JdoAUmfOqymwMdYpWLkXS1LhhBbH388eOwhujNWmJFlPJyMljPJ9nVzzypSlyfnS\nuFvqWBpOCMbGxrBhY3P93E9edz1CzhyQIdYhmBELZNLmlQyFgDUwNQHPOnFzTsGFdw9mUMVhKNoc\nUD8SXODaI0TpRrltmbBaUDObCMgWAuXlwPFq4lA9aMmS3jrR+fEmKlHLljYP81fbxaZn0p26mJBG\nFh2wRovNwsD1eXIL44te+5NgrPkc8t7fvd4CGedPZh2DBcC4Y2Zcw0phPWn8Jnhmshcs+JmHHp7o\nvIJ+JXG023bv4sbPfRpE1mBqVZh6FbJaR1KLkVQTxHWJqlp9f+pv7Vm80r95wXOEUlBnqe1PCMvQ\n0MxufUn8QezBTyj+7qfPWPTqf52ZAWE5d1MAvENZx9HbF5ckjn/zUQDATz51f2cGcaEMTcuU83FL\nFyY4AJhLOJ4+vLj/STcmVMCuhCfKi1mmO9aY1moVz80XMVNfPKmO3PtcV8Zb98jEoo6/tC6x7pHl\nTSF9aNcCQeqst5PxoCZtf6BhpMHb6ou1QscXOC4fDmGkSns+QVoWxqRduF1Fk/LpJ7cp1cDSwPV4\nos5o74Mf/stF451+7kXYcebZYMSyMoJSBNSa6XlwE+VATQZwKCIHapjwnbgdqHHpqBdf8SuLxtsb\nnYp6OAwW+E7dWe8ny9QUQfnqwH+z88yXgXcjmrGkyzFFa4lvN5mr7zXnOeNTLwugDUAGOTDTbpWY\nBzUf+ORnF732pX/6hyydQm26CYy51BNz7S8YmMh34WbgBZ71dmrRCmHzN9pL/XYljnbb7k2841d/\nDSSpgyR1mFoZ2gEaWUkgqxI1ZdmZdgHNN7aduei5XbmL4g+mGlfhhNqTxaJxAKQ1yl8Ui/YjKAqG\ny4/JTvpfYgkII7aDdwqOSPtjLBPB4SqivZmIduTOZ9L76+oVHHO4s31X9lUjTOcuwnfuW5umZLl4\ndq6ESk6/87293QEXPh6eHmhYmd460V2Xz3sONv79xr/+cFfH27SA1dt0c3OWr1X4Uu2047ZrWim1\ngUnbIPjO2wZ/oBpBze9sLqQNLJW0zIx2t1kbhCRtiwCVZE7BWjZoaWzfJ5m6ejMKfOQTf5uOFYQR\n3nrdr2fMjOvILdx97lJPXjcTCpt6KgXM3WdpGooJ6wqbNq51IGf3tp9Px4tZPyYHzwLjrpllEIIF\nEXgQgYfFBqaGBdGqVrj582263txPqpNxz4FsLttXCbrCxPoglOHBwxvSx3v1RmgWgjAGQlgu3QSA\nEicRQApq8sAGWHoe92TJL//6f0mfe/Nb3gK/OIUHNYyCMMvOEN/vLxC2EzezGhqe9nZiCClBkVmm\nptkieN1De9b4VzoaK42eApqLLjzfsjNxFaZeQzJfswxNNUFSsYCmsgJBcLM4WMuo4f3VxhV4HvV7\nDU1bkQprbNdRYvsjgDCG7UOZduWkwHpcEN/RF0iZmk7hWzGb9WwKpxsvIK95rvOrgqrM0i/zHU/9\nLI5YZYdkrcOpn2aRd1NutxS1U9GlxskdC6+j8Wkm1wPQPq+R67ht2Rq6II9ggY6GlhJGNoIZr5+B\nTGD8phSQxCBaOm8az9JoQEkQo0EJXDduoL8/E7RywcEIUhEwpwQBzYBNytJQq5+xTA23Gppcd+5Q\nMAiWMTXMMTVcMJhCpjVRvAAuBHhYBA+K4GHBMjUiyliasAAWFN3jwDIAK4j8+VaR3T8XZuIMwMwl\n3T3XCWU4JLPfb44M2pSPY9AtsMk1CAasZCD3mC6zWNQ5DYIxwM6zz00fv/L0Mx2YyUANKHfzumNq\nRGD7/bm0E2UMhFOXduL2mCJA5EDNwijs7V638iXjaMqpN1EKOYisw9Sr0NV5qFodslKHrEgk1QRV\nvTJBcEIXn3SziUBNUcwniyeAVGjmUk55QbDv6Jvuu/h/Z7ee3gHBeZsGUOIUmwVx50e2kqAEGUvT\n9rdaOgaePgAiFcKDi8uPudEYqs53aCQbD08PQBtgd7m7q0MfnsXYNbs4/dSN+M5eS+23U+3RifDa\npL77d/dkvA3ffarhdiXhezh5UCNd4z9/a3JpJ+1YmF8wtkz2T9bD6makhPZgRiqoREHHSVrhlKae\nZAKoONXUpIJgJQGdWIZGJq5xpT2nOCV4+3XvBAB86GOfSs/jjJ3JwIzwqSdOEeaZGicSLgZZd+5I\nOEFxyG36iWWgZnbj2QCAiWPemPWAEmGuoWWQghkuIsvciAgsKKYpqZXQ97vLEbQBHplevvqpEzFV\nE5A6pzvsQlAuQHkAygPM6QISwzFFNloQQ3kGZmhuTqUkY2zc75+fpBf+SbUxOUBuUuO9sfHNWDc0\nhOOOPyEHZFh63+pnBAjlAHUNKp2WhgZWGEw5dSZ7DCGzqadmgCbfTuRo9CZ6CmiojEFkDF0rW/1M\nLYasxkiqEkldoapMS7FYs5gqNlfL7y5HzZX0Ho0DS5ZmA15Y1uQtXCkUYRlbc9q6CL+5qWBPOmZZ\nGsq8JseuKDvpKsnn6hi557mmr/30k/d2biAXyhA8Ot26MqEb8cxs9ybUZtHJKrGlQrkeOJO17tH5\n+RDz9YbblYbVzdiybZ9+Uq55ZdZ126RMzYnaCo65tuxMtqmMsVEqFQTnxcFpCbdPNXmWxjM1xr5G\noNMFyGWXXwEg68pNHdDxTI1nZgQnDtSQFNSkJdwu3eT1NVFgHwtGIQKWghrGKcqbbTEAD7Iyb3vB\ns8CFh0Ww0LI0VAQWzIQF0CBMQQ0LCiCsPcbl0en+lgLhbsT9k+sw30V2JtPH2O2RZDtmMATKeCoJ\nyHQ0FsjQXEVqnqEh7p928KExVv/1C+94Fy55zRVIIY5fnKZaGssOgYuUqaGBve+7bzOXcuIFjoja\nRpWRY2teCvHjXLbd29YHsg4kNZh6FapWQ1KpQdYSyFqCmjKoKbMqA7qFsbscQTZJH3jVvGdomkX+\nmEzxTCqM8vSbp2Ds/Tds7kdhvow6IZk2h1Fwv5J0k23SoRTD0EO9Wd37uH+Jss5uxPcPdE+M+FIZ\n700z3dXP5GP0jtX3tzEpM0Ny6Se3AjbEdt7OgRotNd4pYhjFXLpJpwyNTiQ0t74eRikQlQCKA1IA\nTAI0gWGxu6hwm3oizOpt/AqaWIBDnc0CI8B73/8n4NT2gtbuQiUMgWK2QWtAKRQFDNMIDIWiBuA0\nXTwpzdxtdoLqFkwxIcDUK94MJhgAkk0LkkARAiQ03TG9QCc2jSJp3T2fgFAKLS0jZfTSs95/TPb2\n/Ovm4sUKboVlaYSAYQH20OPt85TZdBPlIA6cUr+ARKadIe639yknn3ZqB9iMjW/BhpFhd6xY1j6V\nErjjznDLzhD3GQmjoCEHFQ7UBDGo86UJA4ZIagdqCGL5Es8j/yePngIaoupAbCucVLUOVa0jqSSQ\nNYWq0qi22Y0aAOQSiLHeQnuxCMw0UW8vPByNbR5ie4gAMIRYipK6k4xRbCyGqJYrIJw6MyYK5HL9\nnFpQs/jdVxdibunV9lsfvQM3nnZRR8YC0FVxYLM4HP/nHm+u1n09RD6CmdU3JFTIl207UAMCaWz1\nE1fGghqVaWnGtYJW1AqHpYKR2t7PMzRSAdyVcHtNjZaZvkZJe65SBWhq2RltgQ3RFJRQMMpgAGzb\nvh1SGWhCoAlgCGAoEIDCaMAw56ljCAynUMaAwMBOEybHxBIAibvPAeSqxAhJH+t1m8AWpRP8m2Ql\nx4rQdM7RSQwOQFMGrThIYi/cWtYdqFEtgU2vz79uaeWoCCxocQZ2lFpwU6ehmzdduol5dgYpA5Nq\nHj074xmb9N1b6Glc+bZxQLwQRQhLBfeb+0VpLu3k2SMuLLBhHDwUkJyBCpamnZhg6W3EJIqcoKgo\n5qTqdFeplccq7QL+M0RvAU0Sw9SrMPWK9Z+pJ5A1CVlNEGuD+gr0M4+Nbln5B3A/tF05eZS/eLdF\nnyLH0Hia04KaDLwQB2QII6Cu7JPSjJ3hhIB0voVa0yglMS548QncdczJPRjtaKw0jp85cKQ/QtuR\n6WhyqaYcY2P1Mya3OWAjNVSiQLiC1jmGRnBQqaESCcIlKLc6GqISGMVBZAJwASSxrTZRiU0HKMvW\nEOIAELE+McaDGIo0jWCMe2wINLM9v7ShrtpFw3AGQLkSaJoCNit2zoPNBaAm5KBUQTrMk15QCUCo\ndgQugZKZ3o5SBknqWZpFxSDSpVWkZ2oSm3bTClpKdGrh81IKyq0uhXIrjqZus94v7rFjZyh1xRU0\nY2QyDY2vcsv50qB1ldNCiKgNGsTtDYJXx9T4Eu5so6DCetFQzmz5tjPZYyFDULFpp4ASFChB5Uh6\n0Pjv8WMaPWdoVK0CU7fVTbIWQ9Yk4rpCRRnUV2Got6LxPSJvIZ7xo2vjc67ZREeQAzV5NE8sK5Pm\nez2YEbbSghFAEAJBrWCpPUuztcfJUxN4cnhzS53R0ThycekLSzv5vtRCOQCjYbL7Htx412DH0nhd\njZIaVDrmRmqYREELn36SoIrZbttKgsgYhnEQlsBQbsEMZVYETJkt2yYMUEmWetIKIBKMioyVIbAs\nDbXV34YacAdYVMOFTMOYxklfc3/2N06JxizB9rqFDiEu3WTfyc4JVEBSCi0pBGVQSd0upKQrS/Zp\nNWkv4kZxaGW/r3aMTVMR38sw0jSTTzU5fQpxwMHOnyxNO6WLTaefsakny4bncQtxRReUkoVE+7Lh\nGZuMAmLpsWXNjjLXYO9HQ4QTCQfWj4a5Em4hGILEpp1C9hIAND/G0VtAI+sw9QpUvQZZq0NWHaCR\nGnVt8muh7gSlLaBMG2eDSzvlgYwt8aM2/eTKtSn3wmB76xkaq6XBikTPa42f2PUA/uGVl/ZuwKOx\nbAR+ef8yCq+ZkZpAUcfQgKSMDfeiYJ0z28ttWtp0ik4kjODQiYLmCoQpUB7DMAtWiOKNaScHbAih\nMETaC42W9rFy5x8YOKX2AkUATp22JwU5BqC2qyMzAAAgAElEQVSOqTF2A4gr16eutJc2YIeFIIbk\n0k1uh4bXJex7eI8UTTVsO1oGTUMo6byvZJxpaxLqNCMcitahFQNRHFomIExZfY12bNTLOAizrAxl\n3KacGAfjQQpmiAMznq1JF4csx8x4pgaWAWMkY2iWqnTKh12YEhh/CysStv1umlU6OYDFBQyzFU5M\n2FvCXbopYKCBvV+MFYraoKg0yhJpw8ojEj/GDE1Pv7lNN9Wgq3WomvWeSaoSdalRX4F+BgDuH9/W\n8rWQKrAVmXzYfb29u3/GCwy1QaMgmOZEZJxhMlYwzIvK/Mloqx84tRoaQW31RSci6Wuvj1KgFUbL\n7XezbhX9orcX4YH/xOONVOcQr+tNRZWPtY7nBZQaBsb4JpXG6VKyNJMVBhtMGJqmoFRidTIqltZg\nL3Fl3MrrZ3Ratm0rnXK+NP6CnjPaI6k3jX8s8eyup61OzV3kmPVIswxpQym3Ldv27sH5Kqi0hJtT\nFBaY7UWuw3gxYCiGDEF5f+pT47tA88CWdVsTPmfAJtwcIERWBRUUrC9NWLDmeyIED4oQYREsiOwm\nQlstFRTAggiDkWlP8dqhKPG1gyhCKagIMjDDG8EMFfZ5xigiUndghucYmYXppuw+8/pF0ghuCNBg\nveEjTS8BiOs1zEwfSpP/BgSGWhYv1dO48nFf8URcGwQq7GPmejtRTlOTPetJY9NOYSdLWo/GiqL3\ngCauIanZdJOKFVRdoaYNKh2kLrb01VZ8Upo8kNEmfQxgUVUT8YjerR7/1/MzqIOACl/eab0KCCcQ\nrsrJ33Yipk9vXz/0hqf/Ayce2rem8c4ZXTsoWkmcv7G3hlS9HO+1z/wABy9qDca7EWsdL3UMNsiB\nGXuuSIOcdsZuny31uXJuB3RShkZlJdwy24wHM0mcM92z4CZtZmmUK+N2DsK+hFtJvPcP/sCyoDkg\nwz2wIQCncKDGG+xRZ7pH0iaWgXMV9qCm6Hs9LSjpDjmFuPtziARLS7rT0m1OrF+Nf17QtLybC94A\nalgQgYUhWGhBDOUheFBwZd+FhhYKr1p/yDkPB0tWaHYqdgwt9rhaSfj0kU0xBbavFRdON5NLOXEO\nzgjG609lZdue3fbpJurSTWnpdtaDr6GZMPFMGrInmsTEnt2483vfcVYEcB3E8xWsbtHKfCsE16yS\nMVBuq5wo56CCpWknFlrwGrreTkVOj0zXZx9HjfV6E14QrKqxrXCqWlFwXWnEHcw7binWsGP94pOS\nutx1w2cy2W3+E3hxYfqxyAKvAucUDEbx8MF5fPzpaUeX2rQTFcSuzphNNXEKCAp0YjqS/SEmX31c\n2/ufv3vlpmr5YMTgtDVOciuNE/vLPR1vc3H1lUArCc3tKVcb6Y2Rn2fz2mX1WoXKOQUr50sjTe55\n1wbhWW6z2HVloBOdlnKnQMYxNMaBG6+pgTPYM9KzNHEDa+OroIhWFuBoCWIUbrn1VvcJdWq4l4Ib\n50njn+PUdt8WnEBwez/kGVtTWNDIshAwFALeAGr0k7cDAEJBEXAGzrP2CDzgDtyQHFtDM7ZGUPBA\nOBYmAve+NGHkvGssO2P9bGz37pP7JsGITtka6sz5CONdYW1eNTKDPrE6pZ+d+wLHzITOPE+kzAzj\nYU5Pw0G5wPbK3ehP9rm0k2NmcoxMgweNZ2+IBag09zjt9+Q/S+5z+TlcG+DGz/wt7vzurQ2fO5vb\nSabR8t23fWpMCFDhmJqAgYqs+7ZvWFngmTj4KEtzZKKngGb+8GHoOIasx5BxAhVrxIlCfYUVToei\n1qZrAyJBxDX6m52U7hjLd9g2uVtjbAmqMhlDY0ENyYyFCAWhnqGhuOvFGcwnCs9XEtvyIHD22IKB\ncgLmVoOepQnWeKDPbt8AwxnqG9oX+wZa4rof3Lr8jk1i59AsKAG2lGrL79yBOHd0GgCwbXBxs8Nu\nxGs22f5XO9Z31mG5Wbzhyfuw97WnAQCmzju+6+MBwIHLTmq4XW34Xk7KGCcOzsCMdw3WSuPLG6zT\n84dLA2kayiiTARlftq11VvkkdVq+bVJvltxj5ypMfF8nY2w1lJb45A2fAwC841d/FRTapp1S52+k\n6Qju+j8J5lJO1AKSwKWDLUvDEC0ANZGgKATcppxChuoj37V/j9v/HsXQAp4gYNZkj2VpJx7Y7t08\nyECPCFj6uggtMLGtEzxjY034fC8oHhSwiR8CJcCpfQfAPIPj9uehbatgK4g6M5WPRAk4NThhBQsK\nC2SE610VpK7Jnp3hIswJggPLcHABSjmKagbc1DEUPw9KqatwagJsGE3Fvyz3+6Zme+6z+AbDrWLf\nxG7MTB/Cc88+my1iPStDWLZoZTmNj+/rJFy6SQjXsNILg3madvL9nYqMQIsjw2ocNdbrUdz1+I9w\ncb+GrsWQVYmkkiBOdMcM9QBgJIrT+xsKdRyoLl6ZetMsAwDGQLkUUz7X6rUzxoMbQtMD3qvgCeN4\nKteC4MmqwvFNyre5AzIW2Kzt+yUDWQuC+roiwpn2L/ynHXgBj244dkXjFXgGDPu47Ho/J8GyIyFi\nquv9nPL4UhCNxHTvxB2tziHfrs4QvOT7OfnQWOAS7MSV3nRPKw25sJeT9L4zdqMOzKRl285R2wMb\nyhIQZaub/IIBlAEsASQFOAch3mSPYH42S4Umie31xAiBdmJRQwFo426tUBjUCng1jNX5cqefcD3k\nDKibBKyoNx/x3HTuQQUhz44VAgJJCVSSVT0RokEk7H1q/0aKGiCxc5CgAkpSaFfSrVUCLRNoKkEY\nQyRnUi1yRBOwIIJx7SCsb42yFVLGedgYY5/PPV5JDAaZlqxfLJ2yT9vHsFzVVn5jLAUthDKbLvPl\n2dxWPA2aQ+n7FZMDqNBtKZjxTusLWRoPZoB8CTdNK56y36MxDIBHH8xc1B99+IfYvu1EaEPA8qkm\nX8nKmBWrM+6OQdfLiVndJBUZS+NN9ljIECUaoTIIGYHcOAg8v6KfoDPxMgEf3YiefvNP3foDJLXY\n6mfqEipWqCuzov5Ny8X23Mr+zOHZtv+fNgZaZxUdaek2PIon1lTPp5wYR0Vq3PR4don66xfmnXjM\nMTTCAhrhgIxwoGa1l+h4sIDapsw1dPKiE1f0/8+d2IVz9jzd9v5jhRqGwmxiu3Bseom91x4n9JdR\n4hmguXTToSX2XnvsHJoFp9mxd/nmqa6Ndfq+H+HghSc0PDfx+p1dGw8A9l59SuPjq05psefyYXU0\nJj03fG+nlLnRBp867ZiG//PZsAglNVSSaWkyVsaLg3XauBKut5Pv8WSUcgyNSz3F9UwgrCV++Xf/\nMB2rVqvhr/76EyBGWUNL6jff9ylLQzECJwx2zSobdDVWOFzw7RFyTM3TX/iz7O8xfwjyyTtQEMwx\nNXaFzoRPMbEsFeX6QDFh2RqRCoYJeMDBhXCaGcu62EaXEXbKe9LxBuk8NgZzjqUpWFbHpaWydFTg\n0lmFVGDsK4uIS4dnF+3FK6vzNmRasrFijIFApvuSvEBWuLRSysIs2Hw/K9evyWpoeGao51JOJ8x+\nLx1vaO5xMCKd8JemlU4ZU4NUEExJJvb2/jMLK54WhjEGX/ifH0sff+Vf/rnBCd4009G4vlJpxZMQ\noKHT0QTcpaCsMJgFNuUYMZJqaQ7u3LzUKXU0uhA9h3LvuOkJqJrt36TqLt3UIUHw1ZsPLnruqibP\n+TDapPlV3+sjFTyanFEXkJb1eQ0NGMMv//VXFr3n779YBRNeR+MOdEYyansNLM3BixeLOydee+qK\n3mPnwRdx1t5nlt2PEY3ThxfrZi4fn1zReO1Gv5ANYLTb422I6hgvLXZcvnBjd0DUScU5xEOLU6Ur\n0UKtJGZ2jEMHjWyaDjlmThtf9XtmGprsHPGszTdP2rRo/z2M4fvgMMpAxb6ySecchPMAx97C6WWM\nTICk7sq3nThYK3tfK7z7j/6/ReN97/Y7cO+999rUkxPh8xyoyaehWJpmsiDGgxpBM+FwyAkiTlEQ\nDPd98g8XjVd56Fbw8kHXpdtpbgSD8LqagKf9nnguJcWE19w0Col5GKTA5vS5bywabzueRBAEDsC4\n5pcizKWsilm378Dd51ZYbNNBUZYK4kGWrmIcVzQ5z87fML1g39x7pWkltzltDxNWK2OrmkQGgLiw\ngMtVPe089G+Lxjvh2b/P0k50cdqJU2ornNJUIlI9TQZ0svfLT7Mf/O13LBrvul/8uZSZTws/SAZs\niGNoiC8A4basnArmhMG5tFNk7/OAocAIbr/0FYvG61nkQWsnt5dB9BzQaAA37q9C1RWSmnT6mZUl\nnL5y8rmLnjtr+HDTvzklwPH92YXSLKBhjVtdpqwMMqt3n3ayzzci+N/7xD83/WyJAX6QEHfQk1RH\n4/UzfltpTFzdfHVtOEN9eGWNHM/Y/zxOObh0P6grW7AVgpqulHFfsLE5+yOo6UgZaWMYnDnSnL3r\nEwoF1ln7w//j4e9g9tTFF3wAqG/ohwo7m8bTgqF83HDT18rHD0OL1XGEjY7BWeftecEwsa55d/Sb\neYjYuQkbaWASV8ItNZSUDWBGOYGwUbayyQKfJGtemdRhtMT+A5OYOND8+Pzzj/wFtKyDwCxgZxzA\nSUX6jaDGi4M9qOG56qf69AHIWnPR+OTXP2FZmsA3tXTVUa7SSQQ8080EjWCGc5a7T1MBcR/mwEzz\nc+xs+d2svDvV1Fi9DRehZW+iYmOzTF8GLqKUzWG5KqqREmlgKvNx2ehE4/65zQInu3ERgjkdTcN+\ngWtrwAWYq3pan+wGbWExuunZLzXoaBpTUO53ZDQVBafpJ/hrrq9+cgAFwN03/zuUXDyHGGPw4T//\nMwA0LdlO9SIpE+9AjRDWZI+zXE+n/C0DC+zv9+CJG2COioKPSHQE0BBCXksIeYIQ8hQh5PeX2/+e\nmOD/5yFkrBBrs2YTotPXz2K0ELd8/aTBMrYNeJGb08/oBZoZx8hoJwz2KSjP3BgvGqMU/+OvP4/n\n9rZmfr44D9xtMvU7C5z4kMAq4BlZkXjpwMXbYILW/2Py/BNQ3rKyBovn73kKp+97rulrl4wtnXq5\nYOMMRqPVdW9uFleMt/5bAsBFY9NYF3QORF2zZWnW55JNhzoKovb+xI4lX9931SkdAzWGEOy9ZmnW\nbu81p1o9yQrDsjGNaaeaYPjGOUsLnD9Ei/ac8qXcWqdsjU09uZJu6bfEpptcGbeRSXr/hT378K4P\nfXLJ8d76C78MoiUYTCoS9Skn7pgaTrL7HrhEnGbAxjE1M7ufxa2f/MCS4+394gcQOSBTDC2wiYRN\nQ/kUU1rGLXy6iWYgx1dCBQyD9Rdx/IGvLjneK+u32e7dYQQaRCljw4JiroKqAB7lmZvQlYO7/R2b\nM16o4KyBiZZjCapxzsDulIFJtyBjYxgPG1ib1DSPeyFwln7aUH8Kx8zd3XK8oDaF4Wf+1yIwkwqB\n88yMK+FOK54aOjvZuPsb/4Y7v76YDfLx4AMP4KN/8VEAOUlBQ6VTYxsEGjjXYAdsaMDBApqWb9+2\neQhPbBhY8vfrevSwbLudaz8h5GOEkKcJIT8ghJyxkv+74q++kLFY8RsQQgE8BeAKABMA7gPwNmPM\nEwv2M9dee23j/9UGF3z3CbxQkSsSBd9wxuXp/Wu2LH0xzIc0FA8Er0FxeDNKgxFKAxFKgyE2DEYY\nHypgbDDCaCnAcDHASFFgMBIoBRQlQVHiFDSex5vffl3b4xWNxrsnZ1CbqaF6uIaZusKM1JiJFWYS\njeoy2iFDCSZet/TFMB+sGmPslifb3h8AHtpwbGpSWOQSF69AJ1NOGO7Yv35F4+VjfRivyONmLma4\n68Dqxxsv1rCzSTl/qzgcc3z/wNCqxzuhv9w0jdYqov2zGL5v9SrCmR3jLZmZZlF6bgrrHml9MVsY\nBHD6AIKIEjxz5rGYXkH5+VVc4fI+YkuXowA8CsAKAXgUggYCvBCABQK8EIKGIUgQ2QqTsAAShHjP\nF76NXXvbT0Fe/+7fwMWXXGb1PtpqfqQy7rFBoi07K43ttJ0ojVgZxFojlhr/8OH3YXrfnuUHcrHh\nmutAR7aiLjUSZVBPFKQyiKVGom07CO/Zo1KxtG2eqLXBxse/ABG3fz481n8Vqii4NgkWJKbCYC8S\nNtq+Diy6PVv8EBFpf6FwV3wWDLWNMlNRcF4I7ExH0y7jrns2daXap07+K7hpfyE0ffHvgnML+IKc\nD1AoaAoY/a1P90WcInK6pxv/5HeQ1NuvzvyXz/0dSFIDSarpranOQ5fnoKvz0OVZmMockvl5xIfL\nqB+2t/FsBbWZGt4fCytIz8XXvvY1GLOa5cPqghBiavPta0dXElHfQMN3aefaTwj5CQDXG2NeTwg5\nF8BfGmPOaxc3rDQ6AWjOA/A+Y8xPuMfvAWCMMX+2YL9FgMbH0IMvIjowC7qog23z+NyZl2FrfxXb\nBlZX2vvM+teCD48hWteP4kCEsXURNq0rYONghA19AdYXAgwXBYYijlLAQOIqbvyHz+KO229f1Xjv\nfPEg9EwV1fk4BTSHE43DUjdtQ6cFxdQ5xyFev7JUko9NNz0KKAPaptj67uNOxsZTQoRsdbVmt+wZ\nhjYEup0WEgA40bhiDQLcW/YMQxkn5OvReNJkFHa3x9t006MgSbt/TXu87L3mtDWN1+65F1ICETI8\necXqBcbvXw/0F0NL1+dADAst0GGhBTskLMBwgRo4fuXTN616vBtuuAFRsc8CGAdqvIdOogyUAzta\nA9U4RrlSxUff8+5Vj7fpre9FTANIB2oSZZBIDakNYqmspsgBGiMlVFzHhgf/dlVjJSTCE4NXQ4FD\nu8onY3zFky2HBzIQQ3QMYjTOQWuWZKmYxQCexGnQzFZbEleNZnUujUCGUGY9dKBxytSXV/f9Np0G\nfcqVCArF1A/IirRZWlIfupRfQTBQWUdtai++c8NHVjXeW9/4erz+svPRLwiIrMJUy42gZv4wVHke\n8VwF8WwFM4dm8cOpCv5xqjkwPBKAplrujgVFodS3ENAse+0nhPxPAN8xxtzoHj8O4DIAxy/3f1cT\nnQA0bwJwjTHm19zjXwTwamPMf1mwX0tA44PP1tC/6wCiA3OgsnGCVRFHfX0Jh5uIHVcb8cAxUMe8\nEkMnnYlN6yKMrStgtC/ESFHAHJ5E+eAe/POnP9GRsQDguMk5DE+VMbB3BtOxwmyiUXd//niwAFkK\nMH3Wysqql4q+Zw5CHK6iOLF41VcfLkGFvKPjPTlTQk1R7KtGi14bjepgxDQVGq82HjrUD2PQdLyx\ngl2ZdXK8H05Z759ejTf0wAsA0PT3q4zbardO/n69Hu8XRwKwgOOckSJ4GDjWJgQNOe49WAbhAn91\nZ/tVecvFb17/W9AGOOf8C1NmRmoDqQ3uu/tOSKXwpc98qmPjDVzwJmgqYDZuT5kaD2rInkdhqnMo\nPHtbx8Z7vnQuEhphno1YcGMUYCyYWS/3oKhmMKY6V0f8jHgl6qwPVb4eAMkBGYqheDcGkr1YV3+u\nY+Pxs38KxdEtKK4fTcFNIeCIOMXsMz/E/ofvwaHn12Yi6qO/VMQ733QNTjtmA4YEga7Mw1TnoMtz\nmJ+Zxn3PHMBXdx3ERLm11AE4QoCm0h0Pr0KxuBDQLHvtJ4T8O4D/xxhzl3t8M4DfhwU0y+KGlUZP\nfWiWjUzZ1eL1Th8XVvGrcpvO+dKoFYqVlwvvXBpSgpBSBDRX4bXcd19NLPGembK/w0O2eMtufb1W\nNEY3RPk9PTSPxIA9Hk8rBUhiq52Y96exBpUqlmjVSna1QV3VorWPIYA2IE68Sa0DTUcj4hSSErCQ\no54oMEYQSw1GCTSnUKyz34+JAJo4l16YtGO3MRoMApQItNDirm48zsGY1dHYmolc+kkxQHX2+3Ha\nWNXESFbCTUxeEdmZ0KAA5daOyLkGW4FwgIZyqqOxkugquOtUyun9xpjXusctU07bt29PHw8PD2Nk\nZASATznNgSbtnW2fP+syHNu3hpTTuqtAhsZQGBpEaSDE0ECETesibByMsHEgxPrIpZwKAv0hg6mV\n8a//+Dncfecdqxrv+rlZ6Jka9HQV8xWJw4nC4VzqaaH8VAuGqXO2rjrlNHbTYyBag7ZZDq8Fw/5L\nt0NHYlXj3ToxDKXbTzkJqnH5+OpTMrdODEPq9lNOnRgv0e2nnH750e9h3zLC3KVi7KbHQBPV9pmv\nBFvzeKzNcw8AgpDjR2vwtHlvmKA/YuBRABpwiEIIGrq0UyCy1FPAQaIQFU3xzhu/v+rxPvPJj6Fv\ncB0MC22XcJd6UtoyNHlNTRxLlKsV/Mnv/caqxzvjnX8EIwqoSwWpNOrSmg7WEmXHcRobqTSSOIZM\nYhS/+/FVjSVZES9s+RkkJEydzo03CjWwaaecdoZBAirBjpmlhcetYp4N47n+CyFJkNPRUHiGhlCa\nGuGBAJxIMCNxwov/tKrx9OYdYDuuQlgspRqaSHg9DWvQ0wSMgiY1VCb34tZVppze8sZr8brLL8JA\nQEFkHUTWYCrz0NV5e1uZg67OQZXLiGfLmD40jwf3z+LzL1pmdnJyElNT2Vzz9NNP95yhqVQ708bl\ntttuw223ZQzihz74wWYppyWv/U1STk8AuBSWoVkWN6w0OgFoGIAnYcU9ewHcC+DnjDGPL9hvccpJ\nGxzzjUdW7BK8FlHw/exiFNZtRGloAMWBEKWBCEMDIcbWRdgwEGHjQISRYoChAsdQJDAQchQFQSmg\nKDKKt7z1LW2PVyLAe4IEtZkaaofrVhw8F2M2doAmsYCm3AJ49EIUnA9ZCrD/Ne37J5Qlwx37eigK\nThjuWoMIuRei4MFaGW96whqizW4bxdzJY23/33D/LEbWIAqe3jmOytb2RcHF56cw9HD7omAfggAF\nRrDn7K2YHWm/BcelcQ2XUAUecfCQQxRs1QgLhQU3oQCPwsbHgQCNIkAEeO+/P4BnJ9sXPP7WO34R\nl114AQzlABMwPAAohwJpADJ5YXB63xh85H3vwf6Jpe0N8nHOz1+P/i3bkORAjL1VDY8T56ocS21B\njbKC5OD2T4FW2m+UumfbzyERA7aCzAMZjcz13D0HOHf0fEsXrXDy5JchdPuLwoeH3wLjGvICOWGw\n8ymh1IKYtF0BIa5Axr527K7Pgan2Rbrxa9+DwLWiCFLwQp0wuBHQhNz22hLU+gYJRvCF9/9v9r48\nTo6rvPbcpaq6exZptIwWy5IXyTa2wcZgDMFmc8AONhAwIRBCIDgxJGBjMIEAIcaEPLYEs4eEBHDC\nkvdYw4OA8cMsxmBswLsBy7tkSaNdM5qZ7qq7vD++796qnukZzYx6Rpjo+/1KvapvT09P1anzne+c\nS1DkMxchf/Hz/wFREIgRRZMuTQu+ORoBjR/bDzs2Aj+2H/n+MRT7x5EPE7h5w737Jx3LDkXLqVuA\nZmI16vWJgOaAx34hxLMBvIZFwU8E8EEWBc8IN8y2DhrQ8Js+F8CHQGPg/+a9f0+H57QBmqO37cOy\n2x/GltbsOdAqoAGAU5bsw8rG9L3M+4breMCtQWNgFeoDK9BYtAiNRRkafRkW92dYsYjEwSv6aywI\nTrCknqC/ptHgKadGIqCLcbzjXf8Ld/xq+l7t769s4Cxt0dw7hny4hfG9TbT2tdDc28L+lsHewhFT\nUzgMGwczza9h+1nrUSyqT7ve4ls3o2dTd5x8t519PGw9nfY5N+/sx/bmwQUehjp79Q7oAzC4P92+\nCHvz6d/TTGsmIPhH2wYwOsuYh8HRfTh/488n3f/w+Qd2BF55zS+hWgc/Ku6FwJbzDgyCV3/z9jnH\nLigQoMmkgGokuPmsA+dEvXFoF3SNDMh0jTJxkrqGyjRUlkLVEhIH11LIjITCqpaQ2RyDGpFk2Dzc\nwmVfPDBT+pWPvxdQGl5pQCbwKiFQozS8TOAiqPEwDp1BjfO49+5f4V/+YfqxbZ1meN5bPhBZnsK6\nSaCmsJRbZxwxM01+LAIa1te4rb9GcvPUY8YAYNNeDJ30ipKJCYCGAYuzDFw8JgEcVC6d8xgY24jV\ne6+fdr1xvQT3LqN9d8yMEoguvaFtFx19ISglRkw2x1u06xYs2jq9INkuWQtz+kuQhODQME7PE06p\nkkiTMhU9SzhHKfoJKWSaxu5//u2v4qZrJ5sUVusJZzwRl73hDZCuYCATQA1dIh9nDc0o3PgIXW+O\nohjZj2JkDPnIGIqRMbSGR/F/drRwY17il0MBaEbH5gfQ9DTqk36WTsd+IcSrQGzLv/BzPgrgXACj\nAP7Ue/+Lqf7vwb7HrjQCvfff9t4f773fMJM3deLOEZxyz/ZZBVKG+n9HTz443Lp7EXaMT32w27iv\ngY3DvfQH7h1tKKnZoJ2hkU4fd3SWTfUoEoGN96TCFW9+PdYd0dkoDQAufNQgnrmyl3bQIawyVdGA\nKSSy1jjM7EDJrIPX3QORT32wW/aT+7oGZgAckOX5ydDiroEZAPjuluXTPv6jbQNdAzMAcPXmZdM+\n/sOtS2YNZnpb4x3BDACs+tYd0/7fboEZABDeY+XVd037nFVX33VQGVLVTCfZNDj9+numff5fPjjE\nnjNho9Hl8raJsQi2MKSpsZTITYGW5EnjixbWLKrjIy99+rTrfeWDl0M4chwW1gCu4JRuui1cAQkf\nk7hL47324EMlBY497gRc+o7pd2l/dPmHyMOG/WsyTZEJdLClgy551OjYLulJFep8vZZI8q9JJNI1\nJ8A++RXTrrfntAs5TkFyurcsoxa0iiGYFMNAG8UsBPO+MixzZNHx2LTi96Zcy8oUD6x6HsU2ZOx8\nXFk3pIuHS6kEVCLiY4GdUVpCKoHRFadh77rfnXI917ccxekvod8H/y60JEPE6Piswn3sKsy+NCLG\nIABgg70zz38hzjrvBVOud8qpj8XFl76+LQahdAsWMagSSgFKQugEQieApCgLyeZ6MqPAyhf2S5yu\nu6u9/E2uTsd+7/0/BzDDt1/rvV/vvSPTHxMAACAASURBVD8lgJmp/u/B1oIrm4T3OOvh3Wg5chmd\nbe2qd6a4f7FrUccsNueB+0ZIixJEcoj9ZR/DKduEwY532M6XkQgArAMgFbyQ+MDfvrHj+0ikwJlr\nBuhLzl94zTkfikPMkkRFIJPxme6BDp+rv9OZiRPGIds182Tcmdaqb9/Z8X7jBIaLuWltpqsfD3Vu\n7RROzBpcHLgEbt7Z2fxqtFAYn2UgZmINXvTLqc86pfXov2trx8ey7SNdAzOhVGHR80BnzVDPA7tm\nrFWbqsr4AxbZNgsM7Oo8Kvo72/ZAF5a8VkLytnHkFBziEIyDyw2DHgubFwRmLDsI52S0B852Gmxo\nrFzU2Zn4r1/+fEhvOO+pIADjHYMa0o8QqCHjvdJNuHQRVpXriRJYfcSRqNU7r/ei11/OCd3lOHEq\nqf2RKoUGA5YeZhLqqY6jxvVUoSdT6MnK2/VEob58DaA7A/h9Z14MnTJoSSnVO8n4kl2JVVKmehPQ\nURXH4uBUXOZO5f1r4ETnv7H71v0JkrCelm1bFdzE1+X1tFaVqAe+rglkFStPhBed/8Zav/NKKCmQ\nakluzVrS7yIAHEURCCGskoYNBAQCsKk4B7MK7cxzngulOq93yRvfzCe6aAMx7Y7BPI6u0xh7I5SC\nTFN2DSYHYcp4SvD8BiC6LFCeTZWZa93dHgm14IDmjTt2ozAOufNzYmimq+88PPlM/5oJ95HRlItO\nwc6VrEyVpbHWRVdUCwIzDp7+ENlB8rPvf/uk9f79xWcQjc5fbpVSxodMZMz6UAxoUiFQkzICmwPV\n8usmnwmvngJ4HGxJ4+IYb7XW/fdt87LeSKGxcd/kg8a1W6ZnU+Za25sZtoxOZplmaxR4zJ5teNnt\nBx697btvJ9I9k4HnshsfmNV6M63Fd2yBnMDqyZaZlZHedBVmSgJT8+jbJmtNVuxv4jFDw2Qex8nb\nFG/AzIzzzNaQazCxM46BTAGbG2ZoHIEaUwAMbD784qdMWu9pp56AM45fx88zxMp4C5iiA1NTAAxq\ndGBkRMnUJFIgUSWD884P/8uk9c589guwZu06pEqiVolNqCel83DKWVAZgxoyg5NopBq1VJP+g1mc\nRqbLx5832Tg1f8xzoev1SvAlAQYZAYZgN2IGF5rBTXAjjoBDEuiI1yUeOn5y1tHD654f2ZyJW3jN\n8FpSUVaVUhVmRpf3SS0YC1DC+t4nT57ObZ59KTQ7N7cxNEpCSQmlSrfgAHLitJMsAYwQgaUB6XoA\nvP0jn5603if+/Qtt3+XIyMTk7YpLLqdukwNyCiQZIDUUuwarhFmajE5gr5iHeJiZlp+n7ZFQCwpo\nzkcO07IoCofCe+TzwMzdUzko3rKr/Sw8OGgSqKlMAngCNsaSSC+0l4JHRbXl5AASGQqFnp4e/N6Z\np8fXf9tzzoBIUsikmvNRzfpQ0SI71dTzramy9XQgHiLdN47a1lJEu+z6A4dMHkw1tuxDurs8CA/+\ngHRDr7zlWjzlwe4DqftGejBmyq/kD7bOXQA8k7p9Tz+qdkfXbpm5oBYAzr3nF3jag9O3d6q1/Pr7\n2m6v/ubts1pvtrVqAqu36pqD0tu1Vcg4C0yN9R7P+GF7q/LZd22JjExoNfnI0vgYeUCPUYuJErYD\nc0O5Ty4AncJw64kSuP/tT58Z16qlGhc/50x4k8eASzjaqsxMydQQqBHOTGo/BSCjOOwwMDhvfc8H\n43pLlq/A05/9PCTcOk51CWISTumOoEaRe20tUTH3KbrbphqNtAQyVdfbvnNeXX6YS9YgOfIkZIEh\nSUsmJmljZfjx0G7i9k/ZbqowN0kFmCQS2499flxurP8Y2N4VHcHMpK1jG4o2qUVsRUkl+ZL0NGOP\nuSCuZ9eeBp3WkCgSASdqAjMjQ/4WtZnC7yuEUkoGNSEOAWh3GhAAXnLRxfH2ec9/IYDqwdoDIZwy\n5PZJERl5EdtOPLqtOKyS9/HUetIEbNIEuq5xPqbXdR6u7teC+tA8Ki/Qyi1ajhia+eg07mimWM92\n80Pjk8/ASUNTnQqgLYoBHbuH8nMK62G1Jydc7+G8hJIKXmp4qfGoY9fhWz+6CQBw6jFr4Eb2EAWZ\nJpz1QV92nSnYXMNkBjqnHUpmHFqCQE3hJIwHRqZwDw6VDDfRXEUmZ9me+TFQqpYaywEeH09GyomB\n9XuGsH7PEJpK4/OPnny2PNfKrUSDe9DNWbZ+5lLOC4RdWuFmju//9JZrD9pQ4WB0LIe6Qq6T9aJM\np5/wB01/Qw7CCkgj4bWDsxLWWAglIAryY3HGQygLYcl/BkLQAUMaCCnhCgkI8qcR1kAoBW8K9CZl\nWyZRCjCGDkCSX0PQOTsfquhSVG/TL0AAkFIjkQKSYxIQwhqdgJAewgssX16yvT19fTQmLIDCekA4\nKKGQWwclPV0KhcI6SOEhrWMPFWYflEdiyZcmrzARxjoklgTLybJVCDN5uncJdKrK/ZQtPbPshP1Z\nFAhz2m7Ip4MK4bwCziG23qGo/W76yiR201gG2UGpHz7TtvtkBUAwsIjPDT4/FXFwuO4Gj4mvIZce\nSSBIVsAMgxtdYWYCcxP8Z8iLpv3MXHHraeL7PPlxZwCg8fgTH8ORQh78TRD8vRClwZVQ8ChoqkuW\noEYoBeggNOc8pyyBy1PYzEDlBXSqcErW3ZDbmVaXGx+PqFpQhibJLWxuUXiUhnJdruEiQdNK7C8m\nHwxD5gn5MpQ7AWddZGOCILiwPlqle94pWGZqIDVCGutZp5+KvkYdx6xaBiQJZc/oJIrFQvupjaFJ\nFXS9osyvaGnSAxwl+zduhzAW2Y7uOdJOV0tu2Qw4j8ZDuzs+XrMGr7zlWpyx+W4sGz34DJGf7iAt\nzT3DnTUL3a7vbaWW1h27D5xJJJ3D47fcg1ceBJgJ2qSlN9w/x1eYXQ1+/+62y25VaDfRBE3J0jyW\nW0+/f8O9sZXrQ34Ra2eijsZ6uIL2Cd74st1kLFxuYAsTb4e2k80NXN4iFsYUuOgs8t/51KueA29y\n+LwVGZwQaBnaS8JNbj+JwNTYHNLbyMZUxaglSyBwznNJYHrxW94BzePEKecHpUqwhkaUDE1SMjSZ\nCtf5dtDRpKSjqXPAZdjqqULP+tMAITFw5gUxu6iWlAGYWaJo7dBC4hZTkmokqS5ZnExP0LjIiqam\n1OHk/UfCywTjR54RtTMJt69IbFxhZBJZaXExA6QlpKy0tIKOhjU1oeWkuB3l+1cASR1qzUkx4TyA\nmSD8jZdKtbWiAjsjWBAcjPYm+kXJClUzuOoILFo8gCOPOoYDiaOsknytKm2mGEjM+3pIAjIEbOhS\nJCmliScaMmOWJiOWpjeb/xOyw9VeC8rQmNzEhO1ijiKjXB34LW8erXWceootJ0c7yDJV28PayY7B\nVYBjmaGxHnBSQPJIqBAKj33Uevz57/0ORDEGn2RAktIfcKahWklpFpZb6EzD5hY619A1i8w6tHjq\nKWP62hg3raGnHmlh2U8fmNPnN5cSxmLgtulD+k7auRkn7dyMltK4c/mRuGXl0Qe15r3DczMVnGs9\nPDb9WPwJOzfjdzYfPCgIkR61nfOTtzKxkv2ttstulgcxNSF523pgILQojSOXXAE46yCdjMBGGAGh\nBJxxEFpAOg9bMGtjJJy0lAukBGxecOghnd07KSNTAylx9oYV+Jfr7gJMHplNUXl/4XbJ1Ph2xgZ8\nfu6JGSWPOAUyiqMhBlFxFX7OC16Iq7/+FWgpIBxg4SGUJBZGkABcagXpHLSQyK2HFHSCJAWgPSJr\noyQ5CRtJo95KCiSW2Voe6T7i6S/EPZt+iUaqYJi5MbZkZqwNbfH2+2wY4fYVPxrFJ2QBiIYjOtin\nBsDIoy9A/63/CaVl+wc4cXfN9wVWBkAEFkA5wg1U/GlkmY4d20VP+iPgzmtIN1OZXtJBGFwBl+26\nGnYIZjYmCIKDUFhGkNP+tl/0iotwz123tX0/wvWgo2nTzkgBOAI1gttNPoCaJKXR7jSFzAuoJIFL\nU9jUQKUFXHpoAE03rFgeqbWggMa2LExBgCafIy9WzBDQmCnaB3FsO+ho2KeBMlYcCmPJRyK6iVZ2\nFAxqPCQjdwUvFV787KejXpMQMBCaRGOSRcEyTQi51xLoVgFb1zAtQyxNTaNWOJhI3QsYL1A4gbFp\nPp+BDgLM+azZgKfMGpy27X6ctu1+bG/04xvHPX7W692wffGs/8/B1HTrLR0bxjPvuw0N071++PIf\nTT/m3O2ar/Wq49s26mmAJ9z8ELEzHkg8tTcCmHGGtBTOeDjlIAoBK20EOFJZeCPglKQ2lbJwxgBS\nwIaRWvBBi9/Hu85/HHzemnTcrd5uBzUTL+ngHm5LCQihyE8FACSBGus9hBP4q7e/kwANPKQnkCGU\ngBQMbJyDtBJGEJgxzlGLhJ2JlZCxta0EbVoKTgMXSNhN2CgB4ySOOu/PkCQUlRDa4gHwGOmR8ESm\nsQ7eg1rkbSdntI+z3kMGMDPBk0ahBDXNE86B1iq25KYrUWE/wuQRMNGbhu4PIEYwAFFSQOka1ElP\njYJfrUiLVBX/JkpFAKOl4FHtcgt6J3oPJbDqdARYsXoNliwptXk0wSqgwnclMjOCWk1CwQvLguAy\n/iBuSQZhC6g0gTOWTmLzBC5N4GqHpuX0P7kWFtDkZCKVOz9vLScAaE2hvYgMjaFU2tBb9o52OtWd\nRQlk2PCqssO2zhNDww6kq1YMQjT3w5kWRJJR2ylJodKcvWjoC069VguVKaict1QhKyxaQiCVEpn0\naGgBU3jkU3xEVS3LQlS6b25GTYNjw3jlLdfG2589+Szk+sAj3/vy7o+Fz2Y96Ry0s/jjO+aWrn6g\nSvfOj/HVQq9HbSdfATSkp+ndNw6vRNvjypKWxhkPqxxpKFgcKpWk1lP1DF8rOGtLxkYpOGMhlYQP\nOhwpAWmxfmkPtZENaW685RaBNdEILgCYEsSIUlPjHYRMKj+XhxAOSmo6sHkBCx8ZifUbNsA4WsI4\nelHHt8uDrIN2YE2NgLAOSkpo62EkIK2DEuWEZeE8lPPQgoCNliUbkxyxtgQxzkE7D6s8rJNt2r/q\n7ZBH5zw63gb/boASyCgwwFk0GA8MAfBMVQG4TLwdposkEFmZwKaU7SLQBFNtWbweGJhEhekm0QZm\nqs8pmRn6HagJ4GbSewWQ1WroadSixQdLaKLuxPP7jW0nKek75CSzNDTpBJ0AWkNoOgZIZmlIJGzg\n6illlR2C+p+soVlgQGPRYkBzqLBr0M9Q6wlwjsdHKzuCKjtT8FlVnOpwHlYKJDzGBxYIC60BnUJo\nAjNIMsg05y2M9CXQuUFS13AF+XDYXCHJFWqO3Um1hPEeDW49/TZZNAWAcMuKddhb68F9AzOPBViI\nOmbPtllNLR0ulDoEVBxpARgPSC+gvIfygLIewgaBMIMZIyGVL0XC0sNKAjvBSDJkAoVTf4Nyp2VB\nB+G2CppOTGBrhOwAagBvACFV+3O9BxQf5KUmDYYE4AQcPLW/QKwqJLM0IOEwpOcDuIKxDlJKbjcR\nu1IIB8ksTcH7G2o/lcBEew8jiBGyyqNoazVJBi8uCoONdW1sTJuvVhAM8/3Ol9cBvlQMblggHIBO\nqPB/OnzUEbiEimBClNfbWkMVMFMFNx3HsWUJaoK2phpMGSbQqMVUskMADyhVNDYT3ycQvGfK74nz\nJNruOLZdsesIgMYrNtlLMnhriKWxlk5cbQo3jRnqfNb/YDyzsIDGxXHtQ/SRewI0zhoCNhMmA0yw\nIK+KhEP7yXlYJ9g9mNtOShMFKRW8TCB0Cp+mEDkBGxrfDvoZsnW3rQIqs9A1B1uUnhw161A4h8IL\n1JWE8Q51L6bMeXok16lDDwJABA/3DKwAAPxw3UkL/l6e8uCdqJkCa0Y6i54P1/QVNDTOt7egjAeU\n9zCOPV68hzR0gHfSQygPoagFFfU0SjCLIyCUgZAClvo/NO0k+ZLZGackhLWQpqCzaCHiGTcwWfoh\nvO8AatrbTYJ2EpUJKA8hNbSQkJJ+LnCbAp5AjGV9DYETDr8ESFvjGbA4B2PpgFlYT+0oBjEqsCwM\nbAy3osr7RJtehtpLAkYxAFIS1lVATWRkQqSDbwMwztFP1wZqgHh/9b5qheGIUKoDSKgCi/B49VLw\nZQls2p2ZIytTuV4FOmFcW1aAjOT7AmiaSNB0eJsdin/7HnGqyTtJQFjyJTM0wTlY6ATeaGJqlIZM\nU2hr4WpkEmmzhWWaD9ehYGhYP3NoDtM+Tjo5Z2kHYHkHEELjXBjdJoBBAXah7cSjkp5oYSkDoNEQ\nKoFIGNToFCJN4YuQSZNCtQpYThR2uYGtTjylCjZRaDhQH10JWC+jILn520TTdKj1e4baLpsVnVQ3\nR8JP3L4Jpw7dD4Cmsw7XwVc5vg3WmIE1GyVzQ7oR0pBIZmkCU2OlYHaGLqWSpXBYWggl4SyxOUJJ\n2Lyzlqn0HpHwwiBYgEwWCHcANaJdKAzhy4Oic/DKQ0oFITXgSJtheJTbeiJvLLejrOMTej74S0/P\nV0JBC8dsjae2ETM2SogIZqzz0KJkiMuhBA8rEVvjQU8TGGXH7SYSCJfgxnv6/MuIlzCx2Q5mJl5O\nvD7TkrIcl54IbmQV0FR1NPxYtZXUBmY6TDYFdkZJtIGb8F2Yqu00scJP6FlbFJmZ4ElTmXgSPPEk\ndAJvE0AbMtmzhlgaZyGtgSoMfGGha92Lh5lNHW45LVAVhaXwtnn+xDNpYbwkSnhiec9ammCyV4a5\nBX+HEBhnHU0kRJrXIwbZWQeaclIaQ7v2YrAvg1ZJ1M/QVoNMW1BpEU32XGqg6ikS6+K4qrNhc6g5\nSetIh4aWcGBAVf0ce7N5mVqZqvL+GtLhmafkHmzJviTqPqoanPmqfHF9QXUtv23rTRQF7+urY+n+\nJt0HOvBM1NJII+EUtaGCUNgbD6csgxsPFKYEKnyYVFkCby2cldTCMhYb945jw2Bfe/tJCPKlmaYC\nqIGkMwYPUEyC0nTdOWorgHU2ALRQ+PW99+LoY9cTW+E8Hag9gRjJoEYySyXCMdIBSiooSYyvsR5W\nekgnoJxHwlYRVpYsjGWQs+PhB7Fo5VpY6ZH4UhgcLpPAJvN162XUzEylqQHKFpRj1imQwfme7VCL\nyHOnytrMtKrMzUSWRjOoCRlMAh5ubC+SRUsZsEwAMrEFxS0nISqASETwEvU5AnGyqROoyVtNjDbH\nsGRJaaLp+HfkQQBdAARc2qadSEfjpWagnQC6IC2NTYHEQNiEJlxTA1dYKPtbfib6G1gL6kOTW4o7\nyOd5rGxNbxM9uvPOrG10O0Qg8FYwpVsEtoYFwbklxiZGITC97kGuwV/4+rcxlhv6sicpCYOZpaEv\neAJVTznELPjSaOi6jnEIOlNI6klMMa4rgZqkraHbFft7Tlkzr5/fxNr5xKMXdL0dZ64/vN4jaD06\nEJTi4NtPP6oE/0AMebUeEyaeHMciVNyEC/Kmcbnl+23cYtZTYeDyIvrSXHH9ffx/yUkYRQsIXjSc\n/4TgMFzwdZNHnxpwYKVwHGbJtxHzoNi7xhaAK/A3b3srEtaIJDK42NLBWovgaMvxCQLQ4XkC0JJC\nLEOYZdgSSVlQ8TFOls60xI/+46P8GA0OpJXcqDp70jTYz6aRUn5UPXjUJKUbcS0EYaaUVB0ciWtJ\neC2JWiLR+vnX49p1DtjM9IRtmvsSJeL16J4syZMnjGNHN2BXYPiWa1kjEzxoJoKZil4mMDvMzgRQ\nGtifMqCSgdQEULPt4c346XXfZ/aw/TjEuA5A1Ysm6Gc0vCw9aYTSDGrCRvt9JCm1nuopVLqgfEH5\nc3g/L9sjoRb0Ew+BlHOVhVy/5vgZPW9No4kV9RZ+3CGXJ+hnAqBxfJZCPjQEZArrWE/jYdNyEsEw\nM0N0MGCkRKo0brn9TlyxZQv+4c2vIcOlJIXI6hAmh0xrQJFDpQW3mwq41MCmBXRm4Aodd+bWOCRG\no+4Kmhjh1lNgacb5bMn0Zdj5hKPmLQdoYnmtsOcxRxzQi6abNbxhEP0bty/YeqNHDnQ1sXyqcuy+\n2lzWuyBeNEVvFi/ni9Vj01lY77F3KRkUFkpABz0NaFxY8W3JvjRBNyOliFoaYQVQgIS3YRLKkuEe\nKm9fsK7mB0P0Gbq8CA9AShYUIygjUni0YrsJFc0MANJFhOcLxYyMh5Ds2i0cgATCO/zvr32DnusN\ntNRwvnQXFsLDQpB3DY+rO24/2XCfJ9dxcszlyaYKw2KDrobbTtd++TMoWuNIlYATCk6W+yNiccgQ\nLrIwQGyPVzU1dJ+MrE3QwxBbU7agNn/r0zB7t6OeqLaD2GzbT51YmnA9gBIpJe7/+qdQ7N+DREti\nwJSMepq2TbS3mqRAOzuD4D1TthkDlqka633xqk+iOT6Gc577AnhQi1TCA160iYSjZobbTl6EaSey\n6wgxCCJJIyiGLSCMBpIEytnDY9uHoBaUoRmTArmjaZ75qv6kQE079CVTfZk8nOPMGGdJEGx8BDck\nCvbM0JCFefClKayjM9EAbJzHdT++ASP79+PeBzdRHAIDGiQ88ZRmPMLNY9v1DKqeQtcz6FoKXaNY\nBJUpJDVibLJMocaBd4GpaWiJmgRGNgzCa4XWYOfU8W7X7lPXAFJgbO385iqF2v7kYwEAI8evWJD1\ntj7rUQCAvQvEem09l4TPuxaI9dr+tOPaLuerQvzBA49bBwC44anHtzGapVjYcyila2dpwvXClWnc\nnP9E7sAV12ATXIML/Ps9lCr+2mvvLgMt84L+tgtyDXZFDm8MszItdhEOjsJlNhRsUTIztgCchTA5\nMzfE4Hzxq/8FAHjb2/8WwuaU2C14zDhcShHDLQPLkFRErfFxKSjQUlVYjgnX7/7Z9fDO4cdf/gwx\nGxOyoWqR1WHnYHYhjo/z1pNpNNLyeo3TvxuZRpaEBHCN5pZ74E2O0du/j4xZnvJ5asabVnLK66lW\nSLRCoiSaOx+GbY5h5J5bKadKCk7YrmySwykjmGkHOTKCJFGyOBUtT7WGtmzGvj27semB+9vuD4ck\n5zmSpzLpVGVmPGc7QWoINtgTmrSTglmaYN3REgue/Uw/wzxtj4RaUIbmoaW9wL751WIsq5WiwcF6\nC9sn5Dl5a+GtgXeG2RoW0VliaULkQW4cchO8aYIYTxGQkSze9R6/+nUZyHfLr+7BYzesbaMffZFC\npHVIU0AxO6PSFC41cFkBXRg4k5AtPO/YvfWoh9RvJeAg4eHgvITtr8X1WosbyPbOb56TbZSOy0Vf\nNu8eOFV3TVNPoMfnN7XWV84eXaIgi4U7q/ICj+g8p2pZAHbCESQAGCUAh6CjEaQtMTSeXdXNQNB9\nkIAzEkJ52NwCkDHryRXEvigk2F9RlhnH0QmV+2SWQrAhYpWZAQS806VgWCm+TjQSaSj4eyhVTPoZ\n2rkzvvbw8DCENfA8HCAEJUxbT8c+YmQA4WnE23nKOCrbbyQYdp7GvL0XxMqwhkYJj21Dm+J6o3t2\noabZZ0aGkWzASRW1MBTNIuAEPeY5sykCy4p2RjOb41xwFQaGtzwQ1yv2DKGR6jZmxs229TBBnBtA\nRrgc2VQ6b48NPYjkpMdFbU0U/0bQUvGZkaXfj2xjbBAN/KIwmTGFFAJ33nxjXO9Xd9yKo4+lLCmH\nioibxTReoKKhIZMh7y27VmvSVAU/Gmd5Sznh3QHO4cZtW2f+WXWxHiHdoXmpBYWQt21YATPPn/aG\nReUB/rFLJ2cLee/gLJ3teWdgbRnk5q2DcY5YGm4/Bf0MGQI6FglTAvfI/lF85+qr42u/84OfYJZG\nMztTo/ZTmgJpBl3PoGrUX9X1FLpGt1UmkdQTYmtqpK3RmUJdCdQlsTR1JYAlDYxyMCUA7Dzz2Hn9\nLMdWL0K+pIwg2P7U+T3LH94wCNtTAtChs0+Y1/V2n7oGXpcAaus5J87rejuefEzb7S3nPXpe1wvs\nU7z9zEdN8cyDLw/gvt87ue2+2x63llLrK4JhwyDH+qqWJmQ7OdjCwRvypqnaGriCDDEdJ3E7Y/Cm\nO3fFtZrW45O3b+HnGGJqWjmdvARNjTXwRQFvWhSVUOSTmZqgq2GmhlgbyoD6ize/I663bWg7vvzV\nrxGTY4nFUXCkoRECiSDGRgvS0lQTo7UM94Gfw/oaJaI+JtMSn37P28vf3f0bcf+tNyGtPidkwfHz\na1q1aVpSKZFqEXUstUTF/xu1MUl5/ddf+mhcb999t8Ps2YJ6qpAmEmkiUUsV0mQWm6Y4g/D/NWtr\nSD8jsPG/Pll+nrf8CDAtdgaWnKkl2/QzVTATQykZvFRHuUNVXYwB4HOf+HC8/t9f/WLMcJr4PXbB\nQZFHttu8aBRraXiLDE1g5Csns5+8sZ0FOlzzXwvOid31rPnzGnnWETsm3ffMDvd5Z+BtYGiY8g49\nacttJuPQMo4t3HkCwYYkbtopv+5VF0567Rdf8jZApRBJAqQZRJqx4R5RkZoN9lSaQmYaup4iqack\nCm5o6EwjYWCT1jQamsXBSuL20ye3KbacOz8HYacl9py2dvJ683TQL/prHdtMW541Pwfh8ZX9GF8z\nMOn+oadtmJf1Ro5Zhnxgcj7VziccNS/r7T15NdwEUaLLNPaetHqK/3Fw1ennGFnUwKY1A2XLCcGC\nv0zijoCFgY3n6956uDw87qMRpTcWvrD4+wdHJ63346H9+NnWffAFtZQDqAG3nxABTAFvixLAcJBl\nVTwMU0ShMGyBP7ns8knrfeHLX8ODDzzIoIY26Q0dgGW7oDWCGAY8JCAOLanwGAGbRAq8+7JXTVrv\nW5/9ZyhXlIJiXbarUlUChVS1C49JlCs5NLN8fq0SmvmTD79l0np3fuGDJBjW5dZIVdvtmWyhtVYL\nLSUlcdPHJq/3ow+/hT8DBjUcpdQJzJAAuM1zsU07w0RfrL99zSsmrXfJK18ar0dTSB/8dtBmrOdD\nyylOPTGw4UnXMAQikhTQKV7yvpa5KQAAIABJREFUye9MWm+hKlgndHt7JNTCN/mkwN6Tu79TPW3p\nvkmGSrwcju6rtGUmjG07GzZiaIIgOOfx7VbB2U6eGBrDnhDv/dvJf5AAkBcFvn/TbSQO1hm1m7J6\n/LLLlPQ0xNLU2Hgvha4nkKmCbhCYSeoaST1BmijUlcQ1T+rMxnit0Fra/SDHoPWYtF6ikFfaXt2q\n7U/pDCR8qqOwtVvlAex+/LqOj5neGky9u4ZYTgkMn7iq42OtwT7YrLudX5cojB61tONjo0cvhUu6\nG5pnMz2lpuu+DStggjGcJ/1csECwzse/Px8mmlhLY/PK9cLCsqbGFhY7WwY7phDifezOIRStgjQ3\nzNTYVsnGwNoIalBhZToyNQWxNJu3bsX+sc5j75e9/YpKYncRk7uVt9DCMxMjS+0Mg44kTPEEUKME\nEgkkSmBo84NojXde74Nv+osKi6NQZ0ASGJg4IaVV1NukKmhrSjBDr0EsyvDme2CLzq3kn3zsb5jB\nKaemZqOlCVvKupgsUdj9q5/Dmc6t5Bs+9T5oVbIvujLGraQsoyUUPRbZGllOP01kZq779tdhO43w\ne49/uvJ9ZQyCb3e7pvRtFVmaoJ2B0uV1qQCdErDR5BD/ye/d3GZAeLgWrg6Jamn0qKVdBTWnLBnG\n8vrU4YHHLRrF+v7yjM47C+csnKEzNecoEdhaD89uwWFrcwzm9tO/fuDd2Lr5oSnX+9Bn/hNf+94N\nZLQXBMJpHSKrQWQ16BqFV6qMgI2qJVC1BEmjZGd0XUPXFHRd45uPPhKFnvogtPNJx2B0TfcCHbed\nPf002Y6nbMD4iu6Jkg/EMm1/2nFoDTS6t97507d6hs4+oasgauuEVszE2vbMR3UN1HghDtg623rO\niehk0TSXspnGtgO0sq57ynFt2pHA0Jgwxs0tpvYRbgY7RWg30eXWlsd7dk9/sLjouvth8gK+qLSf\nrG0HLlVQw8wMihw+r7SjTI677r4PF/+vj0+73ktf/boIZmjShca7hTOQ8HGUW4fpHYEO7Sc6SP/y\n1p/jyne+bdr1/unyy5ApZlyUoOt8uxauK9HWjgpsTiplBDeJEthy2w244bMfmXIt0xzDTZ/5hwiC\nqi2x6lYds65eTyc8b/PPvodf/vfnplxvePvDuOGzH4WWMo7EqwpYUaybCePaSoCdgnnyLbA3oNvX\nfv1L+O7XvzTlenfcejP+9WMfKm040O58XY5t83QTBxITqFGc56fjfv6fv3U9vnPz3VOutxD1P3ls\nWyzUGxVC+PPPP7/9TudxxH/fMePXuH7N8fj1siPa7jtnzeSW0lRlnMB3tyyDTDJk/cuQ9S1B1r8U\ntd4+1HoS1HtSZI0EvT0pBnpTLO1NMdCTYUlPisU1jd5U46q3TaaCp6pFvQ1cdflr4cZG4Mb2w4/v\np+vNMdj9oyhGx5GPjMOMNVHsH0cx1kSxv4V8tEAxWmBstMCVy2c+XaTGc6z87q8P/MQpyjRSDD1j\nZqPxAKD2t7Dy+3P/420t7cHOJx1z4Cdy6eFxrPjh3JOjx9Ysxp5Tj5zx85O9Yxj80b1zXm9k/XIM\nnzDzvKra0DCW3vTgnNfbe/LqKZmZTtXzwC4svmPLnNfbefo6tFb0z/j56+/fgQ2b9iCR5LWUCCAN\nB8BUQWoZ3bOlFtCZhkoVhBZQqcKndB0Pz+Ic7MITluPMNQMUQZAmUImCTPjgwwchITVp3KQq79cp\noDXe8M9fwYNDuw68ENcVb3odTn7UCXSQq0zFUKtCxTHhIMK1bGrnQOLcv/mr12P70LYZr/e6K96P\nxcsGuX2HyII5X4p9w3rBIM9V7vvS+96CsX0ztyo47y1XQio9qf3gmNk4UF37obciH5u5VcGLrvh4\nmdOE9kyooKEJ005BDBxbfULgH//q1chbMx9C+eR//Gdsc+lg4AdAeksANXoUmXib7mtBOIML3vAu\n2Almet/4xjfgfbdOHw5cQgi/adfIvLz2kUv7FvRnmUsdWkDDNXDzJtS2D0MW0w+HBUCjhcO6vnGs\n75/bhM+Nu5Yhrw1C9zKo6VuMWk+CWk+Gem+CWiPFQCPBsr4MAz0p+rXF/d/7KrbccdOc1vvU216F\nzObITBN+fD/s2H74sf0oxsZhRpvIR8YYzIzDjLWwbyTHfzQlHpojgbbq6jsB6yFn2Ph0icTQU4+D\nq82t1bLq6jshrIeYxXpbz5m7lmrV1XfSlMwMv7pdWa9wHcdAf1vWO9DfXigPwB/keuf85F40rGNg\nQ2ZziRYEaBIFldKlTBWElrCZxpV9MwdOE+ujTz0WvfUEMkkYNCVlmKwKobIk7rRCouUlXv7hL855\nvas+8n709vVH3UUc/ZXUqnCc9G2dRyvP0Wrl+MuLJuvxZlL9iwfwmr95N7JGow3YhHH56DsDAjPN\nVgumKPCZd1w6p/WWrj0WT3rxq5HUSsZ0YphltUyrCZO38J0PTs86TVVHn/pEnP7sP0DW6Ckzm1BO\nMwV2JoCcojWO3ds24/Mfevec1nveBS/EM885F/19fZXXRcm+BfNFBjWjw8P4+W134kNX/Z+Or3co\nAM2D8wRo1h0GNJWFpgE0ofRwE333bEdt+wikad/B2prG7Rs2YNGaBKnqznvehwHsrh2N0YGTUWuk\nqPWkqDUS1HpS9Lth9LZ2YvjHX+7KWgBw1olH47Frl+HMdUvhmqOwo/tR7G/CjDWxcfswtu4bx79v\n7d4Ydu+9O5DsG0djy75Jj7WW9sBmuqPwd67Vf9dWqGbRcb3xFX3wqrPQeK41cPMmwPuO642tpmmw\nrq73C2ozHl6vO/WEu7dBC4H1u/dT20VLyERCaYV7lvZASIFvLV104BeaYb36lNUQWuHJa5dAas3Z\na8TIXH//Djip8NHv3tK19S591YWo1Wp4/OMeW2FsSHdx3fU/xs5du/D5z03dfpltvejCv0SjbxHW\nHfeotuwm6z3u+NkN2PbQ/fjFD7onVj3jgj9F79JBDKya/J148PabsG3jHdh0+8+6tt5T//BCLD9i\nHRYPrmwDMwLA3TffiLtuvA6bNv6yK2v19vXhT17+Cpx00klYvnQJRWLwxNvY/hH84uab8eX/+y1s\n2jL9aPahADQP7JwfQHPUst98QHNovJmnqqpkvUNt7RvAInTRXdU7mnYwBs4lZPjFQsUwtt3VUgrQ\nGZDWIKyBqpFJmHcOKksh0y4HJk7zeZIDape/m9P+/kTX1/OizPiZvNw8/N1N95qH15t1kWM4MQnS\neQqulAJOOFjjIXV317SFhXBk1AcAMjgGew9nCljRXQ8ib1rwVpFfjZSAd5QPJRW8Kegg2cUSIM+f\nVEk4X7oNK19GMnSz4oi6KplkmhTyEWh0swQ8tYOCkR449oAfa89WP8gKonUWsCsICKloBUks2+H6\nzavfCIaGWk4jBzQ1+9SpzwAAJNJhbe/cW04/3b4YTd0P2bMMWd9Sajv19BA7wy2neiPBQE+KJT0p\n+pTBjp/8X+z81S/mtN6/vutNaCiHmivgx0bgW2NwY/tJV9Ma41ZTk9pOo+PYN9LEJx8ewwP53HZ4\nR13zS+TGQswwY8IlCkNP3XAQLae7KChwhi0nmyhsO4jx71VX38Utp4VZb+XVd0EWdsa7sEfiemqG\nhoLUclIH5dnzlOs3omE9UimgAGQ87ZOxMFalClIRWyMzhSJR+PiqZXNe7x9OXYG+LIHMEijNOhqt\nILWC4usiofaTgUTTS1x41XfnvN6/v+/t6O3rI1ZGqYqmRlfGfqkNlRcWrcLglX/253Naa9HiAfzV\nFe9BvaeXtS2lLqc6tRPM95qtJorc4AN//Zo5rbdi3Xqc/bK/RNagycqJ7SY3YZdVtMZhWk18+f2d\np0IPVOtPeyKeeN6L0OjpZdFviDygx6tTTgJA0RzDzi2b8bkPz63ldP7vX4DfPedc9Pf3tXndKAEo\neMDb6CINZ7F/eC9+dvOt+OinPtvx9Q4FQ3Pfjsn+a92oY5b3/8YzNI8oUXAANNWaiygYAFRaQ9q7\nBGnvALK+AWS9i0hH0yBhcL2Ror+RYHFPgiU9KQZ6MyyuJ7j63ZfMeL3+vl58+gPvgiiakMU4kDfh\nmvvhRkfgm2Pw46Nw4/vhmmMoRpsoRqn9ROCmhfH943jr9pmfNWbNAqf86B6MWYeW9TH7acafT0+K\noafPQhQ82sLK7y2kKLiJFT/cOOf1Rtcsxt4FFAUPr1+OkVmIgrOhYSw7CFHwnkevxti6mYuCGw/u\nwsDtByEKfsJRs4rgWHPvdhz14C5oIZDKENgokIrShyWtghoWCcuENDWfXbYYQ8nMSeU/XlHHGUvr\nEFpCJZraTFpRDIkmobBUElIryDSJzq9C0eTKG7/0Y2zaM3NG+O9e8zI8+rhj2Cq/1MxAVjxMuOVU\nAhsVrfUvvvQN2DY0NOP1rnjflVg2uCKCF8dutz7e9nFqx3tEYOPZ3v/Kt16K4b27Z7zeRe/+JyhN\nTHaoKqCZLBZu3//857suQ2sWouA/e8+/RFEwUHEaFu3hk1KG61WAA7z3Da+alSj4Y5/5AomCgbYx\n8PC65G3j2tpPcAHgGLzoVa+Hte3768OAZmHrkAGauexMOwEaADhlyT6sbEw9tg0A9w3XsXG4t3w/\nSiPtXYKsbwnS3sXIehej1pMh60lRa2jU6il6GwkGelMsridY3JOSQDjT+MlnP4zt909/IH/ZS1+K\n553zDAjTBIomZNGEYFGwa40TU9MchRsbhW+NwY6RMNiMtWBGx+P1YqyJK3dZbJ3oKz+hHrdxCINb\n92HcOoxbj6bjS+sxWyJ929nHw9bTaZ+z5KYHUR/qzh/OlnNPbHPs7VTLfnwvst3d0Rc9fICxbQAY\n/P7dXQtznMl6K6/5JVTr4FuOXghsOW/6MXEAWP3N27sSuzCTsW0AOOU7dyGpAJeQZVRNow6PJ1JA\nJTKKhAnYEPDYU0vwqYED62r+cU0GmWhmejREEhiZhEBNoiETBaGIsVHheprQpJOkkMFfDQ3j8q//\ndNq1ammCL/zdJZS+rFQ7GzMVqImPCWZy6Hk3/uwXeP8Hrpx2vSVLl+J9H/xYzB0KgMXBR2DjJ4CZ\n8FgANh40CfXz63+Ar332X6ddb/kRa/HHl70jeqtYbtVVCWDrPIQonXc7+bB4ALf94Grc+K3pdYmr\njz0Bz7noMgCIjEwAMkA59SQnMDZhVDsAGgng2q9/Eddd/Y1p1zvl8Wfgwte8rgy6DIJjgTaGJl7C\nMUPDAmHvCNR4i09c9Xlc88OfxNc+FIDm3nkCNMc+AgDNIfGhOdgzw4l16+5F2DE+9QF4475GG5gB\nyIvGW0MaGmfYm4bMvazxsJaynFpFmcDdMuRF87SXX4qBlUdMsRpw0V/8Jc577nPhdQavUkAl8IqD\nK7N6mcad1CBqdSDJIGshrDKFCpEINQqxfP1Sjfo0R5/z7t6KE3aNoK4EGkqiR/OlkmgoOlDMpg40\n+r38uo1dAzMAsPrbd037+OD37+4amAGA1d+4fdrHV1z7664mU6/61vQsZLfADAAI77Hy6uk/z1VX\n39W1DCnVMlj5/6YXYh73nbtKUz1fjhdHTxq0RyNYDw6orIRYFhSNMNAscNHevdOu956lgCsMBVga\nC1cYuJahv+28gMsL2MLEIEtXGBgOu3R53uYafMLyXvzjC39n2vU+/9YL2cOmWUYn2JyDLtlxOIz8\nWgNhc4pWsK0YegmTQ5gcZ5x2Ct77riumXe/Kj3ycYhNUAIYoYxTibRF9bpQERTFUIhhCovUTznoa\nXnnp1O2gWqMHr3zTFTFyIWwJ+96Esfs0mAXG2/Q8rUpjPC0FTnv6uXj6i/50yvWWrlqD5736jW3j\n10qgwpLwKHWH9lPQ1YQSQuCZv/+H+N3nvnDK9U58zKl4xV9cMgn0hfH2wHoRcOTJsTC9pgj8Qip4\nlQAywatf/lI86ynTf1/muw47BS9kOd9VMBPqF7sWdQzlch64b6SDk673FFDpOBvGmhiBEDJmDIdU\nNk0ANxa5c8itw/kXv33yawJIkgRPfPJT6IvP1LVXCYEbScBGpHVKZM1qkEkGmdUh0zo5B2cJA5ta\nTORWtQRXLO38q9LOYV1h0NASDU7nbijJwEaioQnYZLMENau+fWfH+0Vhkc5DwOjyKVpJorBdBRcA\nnckt+Vnn1o7e34Iem57tm21J69F/V+dpiGz7SNfATChVWPQ80Nk/peeBXV0P4FRNg2x758mKpb/c\nSunY8SBRAhdXATZVoGM4zb7NOZg3bx36xg0W284/wx9lFi6n2APPYMbmBt5auBaDnIKAjG0x4MmD\ns7AtQU7eio7BR/RlaKSdW13/+MrnUKJ33pxs2sfgJbgHl+Z7BsIU0c8kpHyHmIVj165BvdbZjfvT\nV13Vlto90YE4mPeF9O+Y9K1KgFNN/NZS4PiTTkKSdjaS/Ot/+CekWtKmyhiDVMl4fxIStKuAh0FM\n9flh3ZOe8GQo3Vmv95LL3hEBTABCkg3zSmO9MmFbTWBtRMV4L9TTz/t9KNX593fh6/4KAGKbzrMG\nqerZ41ggHL7D1gEW5BzsVcJgRtH+Xmq86hUvhZSHhCv4H18L/qmn85gO/Z2Hl0+675oO94VytoAz\nOVyRw5kiRiBYW+5AjS3BjLEEcApHmU4vu/yDk17zyk9exTtlUEo2MzSQnMyqMhoXzWoQaY0mnrI6\nXU84wLKRQTcovFLXMyR83yUDk1HJ64Z2kcNwPUE9qYIaCrTsURINLQjcSDHjX7g0Lo7xVmv1Ac7+\n51rpcBN9v56sH5iv9erbhlHfPNlUbMVBGAVOV3337US6Z3L+0LIbH5iX9RbfsQUybwdKsmUOykhv\nuur0c6S7R9Fz7042kivbI+F2zHjiA4WJtyk/zTowM+OjU3AANRfumPy7OwUWxxsT3YYJuJBLsM0N\nXGH4dQjYeGvh8sDUGL7OTE1h4AJTY3J8+qVnTlrvxU86CesGejgmIcQltChiwXDUQsE5Ty4wM6bC\nynBUgiuY1WGfE2fxH/882b330ksuRm+tVnEcFuWBvxJwGZkNBi/VLKTw3MDchODHv//Ypyat95q3\n/l10F04lOQsTsAltQ9mmhwrgSUkBXWFywvqJlHF77Xs/MWm9V//9R8v32mGbCGSqYKZ6ObGc83jn\nxz8z6f73f/JzzMwEd11u0U0Bapyv5JB53r+zi7BXSQwm9jLB+qPXdXwvC1Gxtdjl7ZFQCw5oTE93\nc3km1j37SsOnW3ZNb8blrY2tJ2fpbM0GitvRTrFlyqDKlrFoFpaYG+sgkhpOfOLT4utdeOmbOCqB\n8moK5/lLnsCrlDe6LlICNKJWh0izCHBEVofOGMw0MqiQ0J2lWNeX4dG18o/2FcU4kkYCXefYhLpG\nPVWRoWkEMMNsTY8W6NUzb0E1tuxDurs8CA/+YH4tvfs3bocaLdmYFd/91byut+SWzRCmPNNfNU/g\nKdTy6+9ru736m9O3vg62Vn2nvRW06prueHRMVau/2d5aW/7j+wjEAG1gpUzdRsfWU8h7Ktjh1hUh\na42BjaEohNdsLwWtqfd4btGkCJPcxsgEZyxcq4AzzMAUIRLBtoMXfswx8HEFgR3XKrOdPnLB6XG9\nlf0NXHDaMdyaKtkc32oCRVFha8qwywBqCMAExiYAm/L+0Ir6wN/9bVzvhOM24MlnnA44CsDUcJT9\nJEOydwleCPB0uF1pSanQggpASAIXv+XyuN7Jp52OtUcf3caUJNw+SjgIMw0ZVKpsM1X1UUrQaHca\nQFZl00riBa96Q1zv1DOfgUajUT5HyQhgIpABHbBiiwnt4mCgdBfoBG5ectHF8fozn3dBFCwHXZGr\ngpoIbqYGNfSdFRx/kLC0gNymtw7NfFjlcHWvFtyHxnU5iG9i7WimWL+IWKCh8enBk7MGriANjWM9\nTfCjscbBOQfLbafYckoUcuuQWoFcSSxfdyxww/cBAMc86jEoHCCFZ2EZYIWEUikp4n0C7y2NG3tH\nAMZ7wFrAOUjv4OAhvYf2lQyNCjpenRnc3qQz76MzAeNL6lYIASEFxDi1HaQFJCSUII8PCQktPAQc\nWs6j5Q7s3KDGcmAJteySke62fjqVzC0sdwj1eOcAu26WqEyCdbsVc8C1HyFnPTOtTmP0kcoXfDAA\naR/CgcJCQHjyEREekBDsKUL3Ww8I54BINikQRAKy8k4oeNjc0guznM47D+/4dm4ADwivAE8eNHAe\nMgUs6O9MWkXP5ce8cxBKAZ7+JpdX9l19tYSAivckBHYOwllqO8ADVkFoB68shNPwji6hNP3tSwUv\nXLwOL2m9MOotHNatHozrrVi+jIWnZVii4EkpJSik0cXPOWQRkR+M84IEvIKZByEgwwFbeAjWeR67\n4bi43hFHroUS/JsQtA/i3woAQCpBfjMc5xAYuAA2gndLGB1XohQjh0GUDSeWYvk1x2yYkU9OeEYI\noJSV6+IAVlcnP+4MAMR8nXDyKczEkPjX82t70D9OeEj+3JSgzzK43SBeD/+L9rNCCggh4YXAyP4u\n+qXNslw3/XgeYfVb1+gbLhI0rcT+YgaJwt6VYMYYbkExrc2gxhaW2kzWR1Fwq7DIuf207tGnI2v0\nYHDNOhSWAJBlDYDxHoVzlOOiiZ2BSlkgnNKIaBAIZ3XS1qQ1iDSDrNeR1DNuO1Eyt25kePZgA6kA\nNqQgdobbTUmDAi2TRoKkniCrJaSf4VZTVVPTy7qanhkIhpfcshlwHo2HZj7eeTA1eD2NSffdPfPx\n1YOpwGIsvnXzwqzH2qSlN9y/IOsNcgttcJ5aaRNr6U/p51r1rVKDVRX9hnZTTNz2ZeaQce16mhgM\ny2aX3npK3i5c1NY8cw+J0y/es7d8vGVZf+PhCgubu1IczG0oG1gZTuYmpoZ1NYVh0TAxO6ZVCoZf\nwKnpf3fuo0u9TN6e0h3Ewb41Xj7H5BP0NZwF5Ip2W/0JrahnPPkMSClxyYUvo/tYPCxMqckRroDk\ndG/FTE3Q1ATGI7AkgU2ZqKcJ7M3xJ56MNMvwe8+7IDI3gV2pioq1RJvYN+pntIKSpWaG3oekdOzI\n5si4rVyzDvWeXpz8+CeVot9pthBAGdpQ1WTtcFVNQDXVw/vgqiPQv3gAq9cdw49VhMAodV4hQsIj\naGfKTKzAwLvK99MwOHdC0b79cB2SOiROwSPrl6Pvnvmj5DaP1qadeqoWiYF5q+poTKmnCSCmqSVa\nhUFTS2SJQ6oEcidxxIaT8Kw/eBlyzqcxks4ApSXatXAeqUwA5ch5SvPYn84I83s6U4Oz5HHAf2HC\nOeh4u3zPqzKFVw8msM08nrIIWTI0UgoUTZpjVLml0UPreCfgoASxNsp6aOHRcg4tF857J5cwFgO3\nPXxwv5RZVv/d2xd0vZ5NMw/pO5gKkR61nQtzBhcE1d0WVk9VtR30c8mKy7YHnbFLeHghYDwdfIz3\nEMzESD7bLR+jc+DCA3B87mwsFBSccEAOIAFOGh7DNQP9cIUHSTUrrrWOcqfohiRmxnkgoTM56z2k\nUoArc8gk/+156yA0szlawQLwyuEFJ6zAV+7aCljD7Knjv2tL497ewTsF4T28lHTWLyX/vTvASQhl\n4Z0m9kdpQDoIoeC9o5BMIYmJcQ6v/ZM/wI233E7ZQczICC9L52GhyKSPdgCQgrOjhIAAsQ+BQRGC\nGBMBTy7bnm7Lyu1L3/w2vPedb4eWxOzQZ1Ke9dNoNjMiIEAAXkOAdlVaEpNB7E1gd0QcJaePnF7v\njy95E67+0ufiyPRctBoz0d+Gn/8FL/9zbLzztghgJLMvwpO+0PPPCP5uek8MFRFcgt3JGQRJQZ+d\nB5wQkMJDCYGvffUrs/8huliPFL3LfNRvVvTBNLWtZ+aZLptHazBuZuSTdwRkvC0Y2BSwRreBGmMs\nWoVEPS21NK2Cz0isw2POfg58kiK3HqnykC58uUFtHwEYL5GoBN6TMZPX3N7wHiINpwihHcU7D9C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iF24mZmxm8bhxFj2V1yFENjiFCQAKmM2Rmd8rbv4Mo9nzLItA7pWZrv/nYtmoXFbZt2Q2R8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\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geZb/rwE4MLb0KkRDIBYbA9KbUdO8oCBHAFcj9Ur7Amqwl8CMfk9D6zgdmPP3d81UX8BR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\nY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"text/plain": [
"<matplotlib.figure.Figure at 0x10c8a3950>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"#wf=poppy.Wavefront(diam=8,npix=2048,wavelength=500*u.nm)\n",
"\n",
"sub=subapertures(optic_array=big_optic_array,display_intermediates=False,detector=poppy.Detector(0.05,fov_pixels=8))\n",
"\n",
"wf=poppy.Wavefront(diam=8,npix=1024,wavelength=500*u.nm)\n",
"wf *= poppy.CircularAperture(radius=wf.diam/2.)\n",
"\n",
"wf *= inputerror\n",
"\n",
"sub.sample_wf(wf)\n",
"plt.figure(figsize=(10,10))\n",
"sub.get_wavefront_array().display(what='phase',colorbar=True)\n",
"\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Propagate to image plane"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Tiling propagated wavefront arrays.\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/Users/edouglas/miniconda2/envs/DeMi_modeling/lib/python2.7/site-packages/numpy/core/numeric.py:190: VisibleDeprecationWarning: using a non-integer number instead of an integer will result in an error in the future\n",
" a = empty(shape, dtype, order)\n"
]
},
{
"data": {
"text/plain": [
"<matplotlib.axes._subplots.AxesSubplot at 0x10415cc90>"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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SWpe/AuUKLNRJ8gbdSylxt2A8grUh7A9E/0gRfWHOwvEshouflxtUL8j2coZrGTtXYWsN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fupyGFy4xjdo7PUvGWBaaXXTT4yeb7JFximW26U4E2MdWaaLA8fiyZ/9uEPsddoew9pE+sbDPtG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v3D6c9Z3BNys50RkfjexUinisEyxnKhU+yzmodRWtDCp1LaeQxltZ6lxXnMD0j9XhUAeakx5j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\nAcZu2dYGXJunAAAAAElFTkSuQmCC\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x110ad6990>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"sub.get_psfs()\n",
"\n",
"\n",
"\n",
"plt.figure()\n",
"\n",
"wave_out=sub.get_wavefront_array()\n",
"wave_out.display(what=\"intensity\",colorbar=True,imagecrop=50)"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.text.Text at 0x112c4cc50>"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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"text/plain": [
"<matplotlib.figure.Figure at 0x11230a310>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.imshow(sub.wf_array[4,4].intensity,cmap='plasma',interpolation='none')\n",
"plt.title(\"one lenslet focus at \"+str(sub.wf_array[4,4].wavelength))\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": []
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Reconstruct the wavefront\n",
"Zonal wavefront reconstruction from slopes following notation in Chanan 2000.\n",
"\n",
"Chanan, Gary. 2000. “Principles of Wavefront Sensing and Reconstruction.” Center for Adaptive Optics (CfAO) Proceedings: Summer School on Adaptive Optics, Santa Cruz, CA. http://www.academia.edu/download/36784267/1.1_chanan.pdf. http://cfao.ucolick.org/aosummer/book/pdf/1.1_chanan.pdf\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"#create a cube of zernikes\n",
"if n_lenslets % 2 == 0:\n",
" #even numbered diameters have a NaN border of one pixel.\n",
" zbasis = poppy.zernike.zernike_basis(nterms=n_lenslets, npix=n_lenslets+2,noll_normalize=False)[:,1:-1,1:-1]\n",
"else:\n",
" zbasis = poppy.zernike.zernike_basis(nterms=n_lenslets, npix=n_lenslets,noll_normalize=False)\n",
"\n",
"\n",
"#build B matrix, each column is the gradients of the basis in both axes \n",
"B = np.nan_to_num(np.matrix([np.concatenate(np.gradient(zbasis[i])).flatten() for i in range(zbasis.shape[0])]))\n",
"\n",
"#invert B\n",
"pseudoB_inv0=np.linalg.pinv(B)\n",
"\n",
"#get x and y slopes\n",
"x,y=(sub.get_centroids(relativeto='center',boxsize=2)*u.pix)*sub.detector.pixelscale #assuming lenslets are all calibrated/centered\n",
"\n",
"\n",
"#vector of slopes\n",
"g=np.concatenate(np.nan_to_num([x.flatten().to(u.radian),y.flatten().to(u.radian)]))\n",
"\n",
"#get coefficients\n",
"c = np.dot(pseudoB_inv0.T,np.matrix(g).T).T\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Percent Error in Retrieved Zernikes:\n",
"[nan, inf, -inf, 41.72846962591018, inf, -inf, -inf, 6.911145716521381, -inf, -inf, -inf, -inf, -1.1603852369395988, inf, inf, inf]\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/Users/edouglas/miniconda2/envs/DeMi_modeling/lib/python2.7/site-packages/ipykernel/__main__.py:11: RuntimeWarning: divide by zero encountered in divide\n",
"/Users/edouglas/miniconda2/envs/DeMi_modeling/lib/python2.7/site-packages/ipykernel/__main__.py:11: RuntimeWarning: invalid value encountered in divide\n"
]
},
{
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A6DbReZwoDa/8e9eGWI17RdRyBtjvGbfPtBF9rMc5ofNaHXOl+MkEkPunESUw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\nIPFAIBCYMILEA4FAYMIIEg8EAoEJ4/8DSuCarpgqIoEAAAAASUVORK5CYII=\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x1128e4f10>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"#some gymnastics to make the right shape array\n",
"retr_coeffs=np.zeros(c.size)\n",
"retr_coeffs[::]=c[0,::]\n",
"#use the retrieved coeffiecents to regenerate the input aberrations\n",
"error=poppy.ZernikeWFE(coefficients=retr_coeffs,radius=wf.diam.value/2.)\n",
"error.display(what=\"opd\")\n",
"\n",
"#error=poppy.ZernikeWFE(coefficients=coeffs*1e-5,radius=wf.diam.value/2.)\n",
"\n",
"print(\"Percent Error in Retrieved Zernikes:\")\n",
"print((((coeffs-retr_coeffs)/coeffs)*100.).tolist())\n",
"\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": []
},
{
"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": "2.7.12"
}
},
"nbformat": 4,
"nbformat_minor": 0
}
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