{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Tutorial for WebbPSF: Computing Simulated Point Spread Functions for JWST" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This tutorial will walk you through the basics of using the WebbPSF package to calculate PSFs for JWST. This focuses on the command-line/programming interface rather than the graphical interface. Let's begin.\n", "\n", "First, we set up the notebook to display plots inline, and to plot images with the origin in the lower left." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Populating the interactive namespace from numpy and matplotlib\n" ] } ], "source": [ "%pylab inline --no-import-all\n", "matplotlib.rcParams['image.origin'] = 'lower'\n", "\n", "# Ignore some unrelated deprecation warnings from current version of Matplotlib\n", "import warnings\n", "import matplotlib.cbook\n", "warnings.filterwarnings(\"ignore\",category=matplotlib.cbook.mplDeprecation)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Getting Started" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We assume you have already installed webbpsf from PyPI or some other source::\n", " \n", " pip install webbpsf --upgrade" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import webbpsf" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "WebbPSF produces various log messages while it works, using Python's built-in logging mechanism. In order to see them, we need to set up a log handler that will display them on the screen. This is done using the ``setup_logging`` function. " ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "WebbPSF log messages of level INFO and above will be shown.\n", "WebbPSF log outputs will be directed to the screen.\n" ] } ], "source": [ "webbpsf.setup_logging()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also choose to save log outputs to a file, if that's desired." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "WebbPSF log messages of level INFO and above will be shown.\n", "WebbPSF log outputs will be directed to the screen.\n", "WebbPSF log outputs will also be saved to file my_log.txt\n" ] } ], "source": [ "webbpsf.setup_logging(filename='my_log.txt')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## First PSFs" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now let's get started with some calculations. WebbPSF provides a set of five objects corresponding to JWST's four instruments plus the FGS. To calculate a PSF, we first instantiate one of these: " ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "nc = webbpsf.NIRCam()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And then call its ``calcPSF`` function. Note the log output describes various details of the calculation as it proceeds. The returned result is a fits HDUList object containing both the image data and its associated metadata in the header. " ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[ poppy] No source spectrum supplied, therefore defaulting to 5700 K blackbody\n", "[ poppy] Computing wavelength weights using synthetic photometry for F200W...\n", "[ poppy] PSF calc using fov_arcsec = 2.000000, oversample = 4, number of wavelengths = 5\n", "[webbpsf] Creating optical system model:\n", "[ poppy] Initialized OpticalSystem: JWST+NIRCam\n", "[ poppy] JWST Entrance Pupil: Loaded amplitude transmission from /Users/mperrin/software/webbpsf-data/jwst_pupil_RevW_npix1024.fits.gz\n", "[ poppy] JWST Entrance Pupil: Loaded OPD from /Users/mperrin/software/webbpsf-data/NIRCam/OPD/OPD_RevW_ote_for_NIRCam_requirements.fits\n", "[ poppy] The supplied pupil OPD is a datacube but no slice was specified. Defaulting to use slice 0.\n", "[ poppy] Added pupil plane: JWST Entrance Pupil\n", "[ poppy] Added coordinate inversion plane: OTE exit pupil\n", "[ poppy] Added detector with pixelscale=0.0311 and oversampling=4: NIRCam detector\n", "[ poppy] Calculating PSF with 5 wavelengths\n", "[ poppy] Propagating wavelength = 1.79059e-06 m\n", "[ poppy] Propagating wavelength = 1.89095e-06 m\n", "[ poppy] Propagating wavelength = 1.9913e-06 m\n", "[ poppy] Propagating wavelength = 2.09165e-06 m\n", "[ poppy] Propagating wavelength = 2.19201e-06 m\n", "[ poppy] Calculation completed in 0.256 s\n", "[ poppy] PSF Calculation completed.\n", "[ poppy] Calculating jitter using gaussian\n", "[ poppy] Jitter: Convolving with Gaussian with sigma=0.007 arcsec\n", "[ poppy] resulting image peak drops to 0.944 of its previous value\n", "[ poppy] Adding extension with image downsampled to detector pixel scale.\n", "[ poppy] Downsampling to detector pixel scale, by 4\n" ] } ], "source": [ "psf = nc.calc_psf(nlambda=5, fov_arcsec=2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As you can see, the log output can be fairly verbose. This is often helpful in terms of understanding what's going on, but for purposes of this documentation it will make for easier reading to turn off display of informational messages:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "WebbPSF log messages of level ERROR and above will be shown.\n", "WebbPSF log outputs will be directed to the screen.\n" ] } ], "source": [ "webbpsf.setup_logging('ERROR')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can display the PSF that we have just created:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "webbpsf.display_psf(psf)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The default behavior of WebbPSF is to compute *oversampled* PSFs (i.e. sampled more finely than the detector pixel scale) by a factor of 4. However, it also produces a version of the same PSF that has been downsampled onto the detector scale. This is saved as an image extension in the same result file:" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "webbpsf.display_psf(psf,ext='DET_SAMP')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Instruments have properties corresponding to their configurable options, typically the bandpass filter and optional image plane and pupil plane masks. " ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "nc.filter='F444W'\n", "psf444 = nc.calc_psf(fov_arcsec=2)\n", "webbpsf.display_psf(psf444)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "nc.filter='F212N'\n", "psf212 = nc.calc_psf(fov_arcsec=3)\n", "webbpsf.display_psf(psf212)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "More complicated instrumental configurations are available by setting the instrument’s attributes. For instance, one can create an instance of MIRI and configure it for coronagraphic observations, as follows. This also shows off the ability to display the intermediate optical planes during a calculation:" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# optional: make the plot bigger so we can see everything more easily\n", "plt.figure(figsize=(14, 8))\n", "\n", "miri = webbpsf.MIRI()\n", "miri.filter = 'F1065C'\n", "miri.image_mask = 'FQPM1065'\n", "miri.pupil_mask = 'MASKFQPM'\n", "miri_coron = miri.calc_psf(display=True)\n", "plt.savefig('fig_miri_coron_f1065c.png', dpi=100)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## More Examples\n", "\n", "Here are some other example calculations taken from the rest of the ``webbpsf`` documentation. \n", "\n", "Some of these differ`s cosmetically from the code there: this notebook contains some extra function calls to set an aesthetically pleasing size for each plot, and to save the outputs to PNGs for inclusion in the documentation source code. These lines are left out of the example docs HTML page just to streamline it a bit." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "\n", "\n", "\n", "\n", "\n" ] } ], "source": [ "# Iterate over all instruments, calculating one example PSF for each\n", "insts = ['NIRCam','NIRCam','NIRSpec','NIRISS', 'MIRI', 'FGS']\n", "filts = ['F210M', 'F444W', 'F110W', 'F380M', 'F1000W', 'FGS']\n", "\n", "psfs = {}\n", "for i, (instname, filt) in enumerate(zip(insts, filts)):\n", " inst = webbpsf.Instrument(instname)\n", " inst.filter = filt\n", " psf = inst.calc_psf(fov_arcsec=5.0)\n", " psfs[instname+filt] = psf\n", " print(inst)" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Now make a nice plot of them\n", "plt.figure(figsize=(16*0.75,3*0.75))\n", "plt.subplots_adjust(wspace=0.05, bottom=0.05, top=0.9)\n", "for i, (instname, filt) in enumerate(zip(insts, filts)):\n", " ax = plt.subplot(1,6,1+i)\n", " webbpsf.display_psf(psfs[instname+filt], colorbar=False, title=instname+\" \"+filt, vmax=0.03, imagecrop=5)\n", " if i > 0:\n", " ax.yaxis.set_visible(False)\n", "plt.tight_layout()\n", "plt.savefig('fig_instrument_comparison.png', dpi=150)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": 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TwDV9624FDg+fx4BHhs+PBO4ADgNi4BVhDJWtjO+lwCogAd4K3AZUw7qjgKv62j4RuGVg+zcDPwAODOM8BTgvrDsUUOCLQAOoLff/4a/lf/mc8DmxN78Gzu+jgC7w2nDu/R2wEZCw/nLgNX3bNoANwCvD+fdI4C7goWH9mcDdwGPC+nOA88O6pwI/BlYAAjwYWNu33Qe2cc5+Ffi7vu+fBD69leM7NhzT84AS8DbgxvA5CmM4BigD9wV+Bzy17/fonz9PCsf3yDBXPg1c0bdegW8CK7HrwTZ/H3/t/q9lH8De/AoXnylgC/B74F+Lm0y42Ly3r+3rga9tpZ8VYfKNhu83A68DRgbafZZw8+5b9mvgCQsc72bg4eHz4MVhvgvVtcCT+76vDRejhNmb632X+3/w1+7z8jnhc2JvfnFPgfOGvnX18P8fEL5fzlyB84XAlQP9nQK8P3w+Ezitb90zgOvC5ycB1wOPBaKBPs5k2wLnC4Hvhs8x9pD1mK0c37HAD/q+R4SHPeyh7uaB9u8Gzuj7Pfrnz+eBj/V9Hwpz5dDwXYEnLfT38dfu/3KT+tLzN6q6QlUPUdXXq2qzb91tfZ9nsAmHiMQi8pFglpvALmIAhXnxudjF5vci8h0ReVxYfgjw1mA63CIiWzAtUs9M0Y+IvFVErg0mmC3AaN8+FsIhwJf69nUtkAH797XZsAP9OfsGPiecfYXe+ayqM+Hj1oLkDgEOGzhXXwIcMF9/9M0PVf028BngJOB2EfmciIwscIz/BjxERO6LBfWMq+q2osh756+q5sAt2Hw6BDPX94//Pcw99/tZhz10Fn1NAZuA9fPti4X9Ps5ujDvi7p4cCTwbeAp2Yx3FNC0CoKr/Azw7+Ni8AbgQu4luAD6oqh/c3g7EfNPeCTwZ+KWq5iLS28c86DzLNgCvUtXvztP/odvYznF2FJ8Tzt7G4HmwAfiOqv7FvepM9UTgRBFZg53/bwcG0yHd49xT1ZaIXIgJbw8CztrOrg4qPohIhLmPbARS4EZVfcACh7wREyKLvhqYO8sftjLenfp9nOXHNZy7J8NAG3vaqwMfKlaISFlEXiIio6raBSYwDQrAqcDRInJYcCJviMhficjwVvaRAncCiYgcA2zrifh2YJWIjPYtOxn4oIgcEsa2WkSefa+O2HG2jc8JZ2/jdszPseDfgQeKyMtEpBRejxaRB2+vo9DusPDANQ20mJ0Dg/scPGfB/IqPAv4a2F6ezUeJyBFikeNvxublD4AfAhMi8k4RqQWrxMNE5NFb6edc4JUi8iciUsHm9NWqetNW2t/r38fZPXCBc/fki5ip4Q/Ar7DJ3M/LgJuCafFoLNABVf0R5qD+GUz7cwN2EZmPr2MRi9eHfbXYhqlPVa8DzgN+F8wZ64ATgC8D3xCRyTDOw3bwWB1nIficcPY2TgCeJxbBfqKqTgJ/CbwI0/7dBnwUC6jZHiPYw9Vm7NzdBHx8sNFWzlmCRj4HfrINga/g3zB/ys3YvDtCVbuqmgHPAv4ECyS6C4tMHxRui7H8F6aBvQTzA71fOPZ52cnfx9kNKKLlHMdxHMfZRxGRbwPnquppyz0WZ+/EBU7HcRzH2YcJZu9vAgcFTaLjLDpuUnccx3GcfRQR+QLwLeDNLmw6S4lrOB3HcRzHcZwlxTWcjuM4juM4zpLiAqezxyMiJ4vI+8LnJ4rILcs9JmfPIaRU+sZyjwNARN4jIqeFz0Xtdc+X7CwrEuqxL/c4nD2bfVrgFJGbROQpIpKIyJSIPKZv3UvCxX5w2XXh8woROV1EbhORSRG5PuQfOzj0VbxURKb7vh8+zzguF5HWwHZfWeAx7DEXgoHf4g8i8i8iEu9sv6p6tKr+02KM0Vk8Qt7Lt4vIb0SkKSI3i1ULqoT1/9l3vndFpNP3/eTw8JAPzIspma0itCio6jmq+pd941YRuf9i7mMHxvIhVX3NcuzbufeEc+Z/xRKhF8s+ICJnhs9zHh7Cdbs43+8WkW+KyIMG+lwrIp8XkVvDPeY6ETlOLEH6bktxX12Eflx5sJexTwucBaqaAt8HntC3+M+B6+ZZdkX4/EmsrNiDsTxjfw38VlVvVtWh4hXaPrxv2ZVbGcYb+rdT1WctxrHthtqRh4ff5clY9ZjXLvN4nKXjROBvgZdjSdWfjtV8vhBAVZ/eN0/OweoqF+f/0aGPjQPzYkhVv78Mx+I422Md28gjOQ8fC+f+eiy/7OeLFSKyErsn1YDHqeowVnZyBZav0tkOu+G9b5/HBc5ZrsAEyoLDsaSyg8sKgfPRWM6yzaqaq+p1qnrxYg+qeMoTq/F8R3jafWVY97dYObJ39GtFwxPmO0Xk58B00OC+S6wO9aSI/EpEntO3j6NE5CoR+bhYEuIbReTpfetXisgZIrIxrL+sb90zReQasSTC3xORP17IcYUExFcCDwv9zNEq9Wtu+36D94jIXeH4XjJfW2f3QEQeALweeImqfl9VU1X9JVbz/Gki8qQl2Oc6EblERO4M5/Ab+9Z9VUQ+0ff9AhE5PXw+SkSuCp+L+f2zMKdeOM9+jhKR74rIp8Vqrl8nIk/uWz9HwyMix4rI2eFzoen62zCfbhWRt87X1tnj+Bhw3I4KOqraxB7C/qRv8T8Ck8BLi0TsqrpBVd+kqj8HEJETRGSDiEyIyI+lz3oWzqOLROTscM3/XxF5oIi8O9xHNojIX7IVROQRIvKTsO0FQHVg/bzXfRE5CzgY+EqYP+8Iyx8b2m0RkZ+JyBP7+rrH/SVocf8Tq81eWDbWiUhFRD4V2m4MnwuLSXGfeKeI3AacsSP/g7P0uMA5yxXAn4pIJCL7AQ3sIvCYvmUPYlbg/AFWwu6V4ea6lByAaVHXA68GThKRMVX9HHM1Q/1a0RcDfwWsCBrc32IC8yhwHHC2iKzta38Y8GtgP+zC+XkRKWpIn4WVE3wosAbT7iIijwROB16H1cA9BfhycQHYFiLykDCen+7Ab7Bf+A1eAXxORP7PArd1dj1PBm5R1R/2L1TVDdjcWdR6yGKmzK8AP8POkScDbxaRp4YmrwJeJiJPCg8rjwbeNNiPqhYPmIVV4oKt7PIw4HfYOfl+4FIxrdRC+X/AA7DKKe+SRTBBOsvOpVhZ1aN2ZKMgXL0Yq4JV8BTgUlXNt7Hp/2BC6kqsTORFItIvGD4Lu3aPYdfZr2P3/PXA8dj1er7xlIHLwrYrgYuwB8Vi/Vav+6r6MuBm4Flh/nxMRNYD/wF8IPT3NuASEVkdurzH/UVVpzGLSL+FYyPw/wGPDcf9cOAxwHv7hn9A2MchmHXF2Y1wgXOWq7GT/o8wQegqVZ3BSnQVy36vqjeH9v+ACXtvAH4lIjdIn1bwXnBiePorXv0+iV3g+FA+7KvAFLA9YevE8ETcBFDVi1R1Y9DGXgD8BpusBb9X1VNDebIvAGuB/YNQ+nTg6KDN7arqd8I2rwVOUdWrVTVT1S9gdXUfu41x/URENmPCwWns2FPo+1S1Hfb/H8ALdmBbZ9eyH1aubj5uDesXwrqBebFF5vdhezSwWlWPV9WOqv4OK/X3IgBVvQ0refkFrKTgy3cy5+AdwKfCfLgAe1j7qx3Y/jhVnVbV/8XmwIt3YizO7oFipRqPWchDN/A2EdmCaTL/DCsTWbCKrc8f25nq2aq6KVgPPoGVeOy/L1ypql8PCoeLgNXAR1S1C5wPHCoiK+bp+rFAidnz+2JMuC3Y0ev+S4GvqupXw/3nm8CPgGds5/4yHy/B7oV3qOqdmPKk/3fLgfeH+0RzG/04y4ALnAFVbQE/xEzof46ZewGu6lt2RV/7ZnDwfxR2cbgQe8LcES1HP29U1RV9r/f1rdsULhoFM5j/6LaYUwNaRF7eZwLZgpmy+2/6txUfgqBN2MdBwN2qunmefRwCvLVfGAjt121jXI9U1TFVvZ+qvnc7T/D9bA5PvQW/385+nOXlLuyhZT7WhvULYePAvFgxcB4UHMKAcAq8B9i/r82/AzHwa1W9aoH73xp/UJ2TxHhHz8f++enn8l5CUAjczMK0ax9X1RXAoUCTucLiJrY+fwAQc7O6Nrh1bMGsV/3X9Nv7PjeBu4JCofgO899H1jH/+V2wo9f9Q4DnD7T/s3B827q/zMe6gbEMzp07w73c2Q1xgXMuhR/n4cwKnFf2Lbtivo1UdQL4EGaGv8/SD3Pu7re3XEQOwbQ9bwBWhYvcLwDZyrb9bABWbuVJeAPwwQFhoK6q5+3YIQAmRNf7vh8wsH5sQLN1MLDxXuzH2TV8GzhI+rI8AIjIQZgm5L8WeX8bgBsHzsVhVX1GX5sPAtcCa0VkZzWK6/tcTmDu+TjNts9lsBvtfNs6ez7vxUy/9e01BAhWszcBJ4hILSz+FvAc6Yt67yf4a74Ts/KMhWv6OAu7pm+PW5n//C7Y3nV/8J60AThroH1DVT/Ctu8v893bNmICbP+4+ueOV7LZjXGBcy5XYL5VBwG/CsuuAp6I+Yz0BE4ReZ+IPFpEysFv5k3AFsy0tiu5Hbjvdto0sIl4J4BY0NHDFtK5qt6KOW//q4iMiUhJRAo/t1OBo0XkMDEaIvJXIjJ8L47jGuBIEYlF5GnMzQ5QcFz4vQ8HnomZiZzdEFW9HjgZOCcEDMQi8lDgEuBbqvqtRd7lD4GJEDBQC/t7mFiNaMI5+0osYv7lwKeDb9l8LGROrQHeGObD87FsFV8N664BXhTW/V/gefNs/z4RqYff5JXA1nxFnT0MVb0c+F/M13yh23wTE5wKzei/ACPAF4LCABFZL5ZK7o+xrA8pdk1PROSY0H4x+H7o+41iAadHMNf9anvX/cH5czbwLBF5apiXVbEAnwO3c3+5HVglIqN9fZ0HvFdEVovFVRwT+nf2AFzgnPtE9D3MLHF1YU5Q1U3YpL5DVX8zsN0ZmGlwIxYE8VeqOnUvx/EZmZtr8McL3O7zwEOCqeKy+Rqo6q+AT2AXktsxn9Tv7sDYXob5kV6H+a69OfT7I8yf5zPAZszp/agd6LefN2FO7lswP53BY7kt7GMj5jt7tFqku7P78gbMT/dszO/4a8Dl9AUgLIB1cs88nPfYPpgKn4U9GN6IzcvTgFERGQG+iKUe+0Mwp38eOGNAi1NwLHaj3yIiW/MTvhoL+rkL05w+L1wrwPz47oedr8dhAR2DfAebL/+FmVZ3i8TzzqLxXix4ZUf4ZyzjSEVV7wYej113rxaRSexcGcfOm69jgtr1mFm5xYAb1b1FVTvAEdi1fDPwQiwgqli/vev+hzGhcIuIvE0tUPDZmIvLnWGcb2dW/tja/eU6TMD8XehrHRZ49CPg55hQ/5OwzNkD2KdrqYvI3cCTVPWa5R6Ls3XEUmicraoHLvdYHEdEjgJeo6p/di+2PRQTiEsDftmO4zh7NfushlNE/gILIPjN9to6juM4juM49559MhO/iJyP5dF77VYiXh3HcRzHcZxFYp82qTuO4ziO4zhLz26r4RSRn2KJam/YXlvH2QXcH8vx9ojlGoDPCWc3Y1nnhM8HZzdk2e8TuzO7rcAJrE6SZP3IyMjWUpfs8+QrD6aSRFRLMQqUYiGJIpJIUCCJhFtumA3kPvSBDwYsUVscCZHY5ySyQF3Juvziuut3+XHsCUxMTBDH8XKfiz4ntsPDHnhf0Bw67d4yzTMkitAsBYlABLLM3kWgsPKIIFEEhGUCqsovb759/p3t4+wGc2I1VqbR54Pj7AHszgLnDSMjI+sf//jHL/c4dl+e+R5Wj1Q4cGWdejmmVo6pl2JKkTBUSajGEae887W95u868Uy6ubKyVkKAWiLEkTBUjhBgKM55/ouOXLbD2Z353ve+t9xDAJ8T2+XS418PQD65ZXZhnkEeClpFEdppIUnZ3suh9HRSIqo1ep8BpFxFZyY54vhTd9Xw9yh2gzlxAy5sOrsfrnHfCvtslPoezzPfw8qhMmtGKgxXE2rlmDikFKwkEXmuzHSzOZtsbnb5w0SL6+6cYlOzy10zKRsnO9w5kzLZydnSjTj/gguX42gcZ6e59Nij0XYLbVocoCQlJIp766VcRVszPSEzGlkJSQmpW75q7XaQ+vDsNmkXqTb40gf+YdceiOM4zl7I7qzhdLbBY++/ii0zHdaMVOkYxFLEAAAgAElEQVSks+XIu5mZB6c6GdFASuvNrS61Ukw1jpjpZky1U+qlmM3NlKyS0EqVTuZBZM4eShSZNjOKkYSeVlOqDbTTMuGyXCUaXYW2W5B2iYZXzAqopTKk3bB90HImZevTcRzH2Slcw7kH8og3/DND1YT77DcEwFAlIRYhU2W4EtPs2o22neVztmulOc1uxkw3Y7zVpZsrd7e65KpMtC0HdTPNOe3s83ftATnOTnLZx99FVB8hGh4jaowgtQbR6CqkMQx5RlRrIKUy0egqwITLaGw15Lm1bYxAFKOdFtppmUk+7aKtabTT4rKPvX2Zj9BxHGfPZlEEzlAb9Yci8jMR+aWIHDdPm4qIXCAiN4jI1aHihrODvOj4z3LQWI1SZH/dcCUhCqb0NY0yURA8I6G3vCAWoZXmTHUy2mnOVCelGkeMt1Laac7dzS4iMN7OOPUsFzp3Bp8Tu47LTjwWSqaJlHLV3oNmUqKYaHjMTOXVOlF9GClXrV3atQ7SLuQZ+fQEEEzrlSpEsQmv5Sqadt207jiOsxMsloazjZWIfDhWy/hpIvLYgTavBjar6v2BTwIfXaR971OUImGoHLNmqMxYLWGsVmK4EjNUjklzpZvllCIhV6gmc//eTJVqEtEKJvhWmpOpkqkyVitRigVV20fm+Vl3Fp8TuwiNEogSM4nDbABQUkKqDTOjV2pIfQQAqdatXRQTj64iGlrRE0J7wmaeQ56RjW8yc3yeoYWA6jiO4+wwiyJwqjEVvpbCa1BieTbwhfD5YuDJIgMqOGebvOvEMxmqJAyXE1ZWS4xWS0EATRitlhip2PtQJWGoHPfSHRWUIqGbKaVY6OZKvRQz1TH/tLtmOnQzpfhHurm6lnMn8Dmxa7j01E/2PmsUQ6VOVKmhUUxUqUGSIHGMili6pEoNgKjWIKo10CxDgzBZaDW13bJo9jwjqg+jeWaR61HUi4J3HMdxdoxF8+EUkVhErgHuAL6pqlcPNFkPbABQ1RQYB1bN08/fisiPgEe12+3B1fs0IxUTNNcOVxiqxKyslhguJ9RLEaVIqCbhPY4sP2cSz9l+rFaikkTsVy9TL8W005yhcsxw2YTYWKSXkrAaR0x383lG4SwUnxNLj6RdiMvktVG0PITGZTSpQJSQlxsgERqXIArxkZpDlKAiJoRCiEavz6ZOyjPz32y35qROkqRspnrHcRxnh1k0gVNVM1X9E+BA4DEi8rCBJvNpbu5ht1XVz6nq/wV+XKlUFmt4ezwnnnEuCjRCrs16KaaSmGBZL8UMVRIqib3XSzErg3DZT64wVI7pZiZorqqXiEUoxUIryxmpmlZUBJIIGqWIL5x7wfIc8F6Az4ml5Uuf/ZhpNTWHzILeNIrRuAx5+F4IoVFi7SSCTgs6bXRmColjiOIQnW5R7lIqo1lmmtGORbOTdpH6EFGtwWWfPn45D9txHGePZNHTIqnqFhG5HHga8Iu+VbcABwG3iEgCjAJ3L/b+91ZyhSxX4kiII0hTqxZUTSIisQTuM52MUixEInTznHpproZzTcO0M+3gwxlFQjs1k3q9FBGLUI7Nf1OBSiKexmAR8DmxNOS1UaQ7g8Y1EzI7M6C5CaGlOlqqQJYiUYKkLUQVJYckgeBKko1vCp1laLcDeU7enEaieNbMHvJ5iip5qYZWGst41I7jOHsmixWlvlpEVoTPNeApwHUDzb4MvCJ8fh7wbVWPTFkIJ515HuVYaJQj6kEITCIhiUxjOVKx6kIr60kwkUcMlxPK8dy/d7iSUO3TioKZ2VdUS9RLMbFYYFEtiXpJ5Du5upbzXuBzYmm56MILyavD5JXhWY1mPPD8nOeQlE0ITcwsrjNTVvYyitGW5d/U5rQJmaWy+WvmGZp2TLvZ037GaJZBXEaTKpd8/tO7+pAdx3H2aBZLgbUW+G8R+TnwP5i/2r+LyPEi8tehzeeBVSJyA/CPwLsWad97NRedfy6jlYhYoBybJlNEKEVQia1uejkWaiUhFqFeihCx7/XS3L+3Egu1UkQpFvPxDAJpORZGK2aij8VqrOeqFpBUishV+dTp5y7H4e/J+JxYIk4841yamYLmiKr5Z0o41+MEyTNbl3Uh7QSTe8fWh9KW+ZSVvsynJ3rLioh0bc2YsAmzqZYArY30+tFyg4vO9znhOI6zUBbFpK6qPwceMc/yY/o+t4DnL8b+9ikk6vle3t1KEYE0s1RGhYtmJ4NILAo9EhgqR0x1LD1SP2aWh1oS08lyKknEcDkiia1dKfhvAgyVItCcTCOGpcOkeFGqHcHnxNJyxe/Heep9Rsirw0TNcSi0nPlsoJtkHcgjJE9N6AQTKKcnTZMJFhxU5OGc3BISwEezuToBzTNLr5SnFogEaGVo1x6w4zjOHo676O3GXHz2mYD5bnaynHJkUeSxQDkyjWYEvZyZSWTJ3eMgdJbjuQJnORYqiVBLhHopplGOKMcREUI1EYbKEY1SxHDQjErWISanG1epJRHH/usXd+XhO849eMu/nE6WK4etH6Gjdp7mlUZP8yhZyJUZJRYoJFEvYEiTikWa1xpkm25DW9Nkm+8w83m7RTS8woTNaqMXjS7V4K8pEVl9DK2OoKUaM6lyx0zGx049Z5f/Bo7jOHsirrbajdFynUxhqATNTCkDRanzbq5oriSREEMobQlxRAgiumd/5RBQJJhvZhEkBOYTKpgwK60JM1FKBFFOHEWI4MngnWVnppvRze38B1CJiLI0aDMtYEhUe1HqSNBwpuEVtJdRrUE+PUnUGDFhszEyGxxUa1gC+FIZqQ/ZPNAc0RzVnHZSZ6qVMd3NuX26s4y/huM4zp6DC5yLyBs/8Xl+decUh66osbJWYv+hMiPlmCQyQbGQ13JV2pkJi5GYmTtTJVeoJSY4bm5lSGeGOCmjklDqaTeVjpqAWU6EtE9wLFIZ9fSaxU030Aiay6LiUCwW6V4ImuQpkqWmJdIcrQ4jaQctJ6ECUcTpT7o/1ZUjxEPDZoosbuCNEbtZV+tWwWVsDVodQisN8sYqunGVu5opU52cO6Y63DXTYaqT8aXj/35X/T3OMnPSw1dTWzXKyCMeRbL/weRj68iG96etMdPdnKluTqMUkeWWIWG0HCGdGTvHOk2ijddyVSUJD06gqghiPphJ1doSEsBHIUNDFITFSt3O73IVnZlA6sPE1TqadomC+VwqVbTdQpKSvaoNCxKSyDSmcRktW+L4VpaHkrAZl552Altq+1OOrKBCHKwPBZnqbIaJUHpW+x4cY4FXvuRFu/S/cBzH2dW4wLmIXHPrBAeOVtm/UWGkGjNUiqglQiVoERXo5tDJciIxAbEdVJZ50E6mud3MVlRiJJ2GPEWrIyQCmVi5yjiyG1imFggUB8G1HM/6q4nmFjDRRyzWPlMzu6M50pmebVAEWuSpaYY6TZCIKG2Ra4mHNNpMRhHx0DBSbRDXGki1PpscO89NK1Qkys46SMtyH8rwWkohwGm/RpmxWolbpzyJ+b7E2AMOQoOPZd6aJmqOo+UhKtVhpBwTR8JIOWKik1NLImZSJY5rJJGgtSqVVQdxSLlCJ1OSKKKbq82tcJ5rqWrnP6b5lG4L6XZ7y4gSyDpIUrYqQ92OnatFJDogjeFZM3qljiZVNClZlLtEqER0spx2qrTCPNak2nNDKeY6mpugCpQRskiIyUHEnjwlopObZSHN3XLgOM7ej/twLhLPOeYkHrr/MPdZUWdlPWF1PWGsGlPNmkh7CmlPETfHqaQzDMU59ZLlzxwqRQyVI6qJUA5BPsWf0qysIJ68g6htFRIrsQX1FMFAsUCtFFGNheEEytpBui2i5jjSaSLpXIGu2p1E2lMkHRtPNL0J6UwjaZtoZjNRZ9ryFXaL14wJn1nKaCWm+x8n07j//YlXHUA8tpp4/4OIRleRrL0PyZoDiVcdQDSyChkeM+1mUiVrrEKjhKQ9wXA5Zr+a/S5g1Yxe9eHP7Zo/yNnlXPyWufFQR178E5KRUbLxTeSb70SnthBP3Eq85Q9UulOMte8k6sywghaqGlJ/mca/smUDAOviGVZUY9P2R1auUktVtFQLVYXKkHaQtGNpkoIPp0o0+yAVx3ae1hoQxUhsZvReoFCSQLkathNLvZRUyOtjdKRMO7M8teOtLk9Kfo90Z8JcmrF51Bwnak0StafM1J91zFWl2zJf0xDAVMimrzjyhXN+p/MvuHDJ/xvHcZxdjQuci8ArPnQKBwxbBZiV9SRoNiOi1gTkKVFr3IQ/zU2LmKdU8ha1ZFZwrPeZu8uxBfx0cmXzivsCph1tZrOmuHJs2sLiu2QdotZkr3/pztjNrg/pNommNwUhNrRNbbvCjC7t6dmxBm2UJmUmP/0OosYIyZr1JPsfTLxqrZnPh1aijZVkQ/uRrzyQfMVaspG15MP7k9fHTKsUl9FynVJk464mwopqzOpGmVIkLnTuhVx0/rkkhz6Yi99+5JzlLzzzO6ZhHF1FVAuaxKBpj1qT9gDUmaYiGWVSkqxFdeZOaxcnaGWISOjNnZ6vcf/npNzLyZmXa72yllqqm1lcBEplovoI0fAKopFVREMrkKFRpLHC2pXqaFKxaPSkTF4Zop0pk52MZjdnppPxtE2XQ7fD+AWftYfKjlkk0NzKafaPS3M0KZsgDD3z/0te9II5v8/Z511AqbmZi8/1AD3HcfYu3KS+CKyslogi4cDhMqPVmOFSRDS9yW6kXcvnV/iikZdRNeE0SjtUSlUkS8nLddLcgnpyDWmPENIcks03093/QZQiS5E02cmoxFZlqBN8QTWPEIl6wqJ072mujprjvZtvNL3JtD9JFUlbaJQQtToW0QtEnWkzJ0YJknZY8fA/Ill/P6QxYlqkuExeHe7Vps4rjd5x5GppmgTzXY3E3ou6R7GYm0GWCGuGyoy30nuM1dmzidqzrhoX/f2zeP5JX+l9lzhG203y6QkzX9dGg69wLWycIN0WWjI3jag1CXlKXrYy8/UkojSziayxajbdUbnecwlRicylpHgvSlrmqX0HJM/QchUplWfrqxeCaRAWtVQ1oTOp0kyVbm6vZqrcPt22gKO0w9gzX4BmXcg6QagtId0meW209wCYB5N8LxF9nDCQtYwLL7wQyTo0KyuoqrubOI6zd+Eazp3kpDPPY6xWYv9GmRXVmOE47wlzSIRkXXulbaLWJPH0plmzW8f82KQ9SZS2GA4+n41S1PMFGypHTK95iPl8ZcpMNw9+X9DJlFwt6EDSjt3o8hQJ/mhRe3LOWCVtwcQdyNQm6HZsXDNb7D1PoW1aUclTu3GWa6gI2XfOJV693jqJErQ6bFVeqsN0G6vp1szUOB3VGG/nbGpm3N3KmOzmNNOcZqq00pzpbs5EO6ObK2kOIsKaRom1wxWO/+xZu/R/c5aO084+vyfkRY0RohWr56yPV69HKjUTNstV8xWO+jSVhS+x5mYdyDqI5uYG0hwnFrg9WmEWhCBQRs1xO98LrX7hv6yzeTkJpnUt1a1EZaHJrIyQlxtoqYZWh03YrAyR18dol4aY6uaMtzO2tDIm2jkbJlo8dcNXIM/MCiBRL0q+X8MpwYSfJ1UEewCTYFUAiNLWnN9FQtBeRTI0qXLxWacvwb/jOI6zPLjAuZO0spyRSsxIJWKoFIJ2iuCErNO7GfUCF4qbaM+8fbv5SzbHkc4MFbpmKu/bRymCeOLWXmqiKFQdytQiXzPFKqxkXcjSEG3ema0THcju3GhVVlrTaNohb06jLSvrR6eFxDF0WhaoVDLNTnTD1cSjweQ4vNK0NkC3voqOlJlJLbq4GQTKTmZaoFaqTHVmv3eC31s5tiCJItK42TU3gZlutkv+L2fXkVeGiVYeAGmXS495bW/5EceeHBpkaKluD0Jg526UzGrhm+NIt43GZfJyA1FFWhNEU3fag1gybA9v7emerzFRYg9M5bp9lwiNS6a1BLTSsFdSIS/XyGuj5OUaWq4HX9A6eWMVeXWYTBLamZ3DWa5MdTIm2yn71Us2H6qNWUE5mM171Y8kMgE0BPClalr+PKmi5TqSpTzvyJf3fpOLzzp9NuAvT5HWhCeXdxxnr8IFzp3gjHPOp5ZEjFVjRivxrHYlaDGk05xdlnWCIBi0j90mtJv2OWgipdB4Zh2GS1EvxVErU/L6GBHm65n15SGMgCRr9YIiJOvC5F3QnjENTB/amkab02S3byCf3GJVV9KuLW9N2025UkfLFvCjcYnOTdcSja4y4SCY2NORtUx18+DPprRTZUsrY6qTM9HJuG2qw21THTqZMtnJmerktDOlm5lmM1cT1HOdTUZfTSLeccIZS/2XOUvMqz78OaY6Od3aGJqUyWujxAc+AKkPz2l3xLEno8Or7eEmqdqrOmIr0xaStuxhrD2BRnF4SJshbm4hao7T6Eww3s5mA3GKcz9o+O3BL+pFigNoyVxZVCK0tsKqE2FlKjWpmOa+0kDLdVJJmAkPUePtnJnU3FymOikPvfpU2641TVSpgebkIWiJuGwPa6Uq3VKdNCrT0YhWGuZADh2NeN5Lj5r7wxVuMEV2iTCfz/MAIsdx9hJc4LyXnH3eBbQzZawaU0uEhHzWJFiU0it8wySCNEWnJ9BuB52ZMq0ihGCCqgmoQQsqWYpiglknNw3gNBVe+uIXmoAZwWg5op5EVCI1P7dOs+cvCpDPTKDtuSa7fHIL+cTdvVRG+eRmtN20tDBRbDf/KDGNT1zieS97FfHYGqu6Um2QV4fR6jCtTHv5Q1tZzlTXzOTjrZTxVtoThgvtpupsGqeCIiK/yElYjiMytUoyzp7JC477V0YrCY1SRKk1PscvUpLyHC0nhHyZhetJewrSlj30JFUTviRCWzOIqqUlylOyyc1WAWviVtbUE4543Vvt3M/TIJhOzgpt0NN2ai0EAyVVSKqoCBrFQdtZRitDpHEVooRUoZWaZjPNFEW5u9mlneZ85m2vobT+fkTDpuFUEfNplsgE3ChGkyodEpu/mZIGF5JurrSz/B6+m5eedkKwTnSQbjOM2/LwJuRcdKELnY7j7Pm4wLkTFH6WUcfSB1lFE0tNJCF8XNKWaTPBbkidlmkLW9Oz9ZwHkKxrZri+/HzdXDn/ggupSEams/k7e/1GsSXIzjq2j7QLSWlOv5p2ySY3k41vQmdMq6qdFtpuWnm/pGqJ2uumnbrgVU8y02F9qJeHME+qdDIzl3dztaT1ObTTnFaW005zZroZ4+2UNNdewFD/cVQTC46KZPYETHOlFAmtLMfZM1k/XOU+Y1WSKESHhyAdjRKLCh9ZxcVvnU0BdMTr3mrna0iSLkW0+szmkGWhC0Mrkc6Uza2OBdLozAQ6vYXy5t9z8hfPQ9oTSLfd8/s0C0M7ZFzoWvR7d2Y2JVERRBTKVxKXyYiIxOZV4Xc83c3p5tDs5rTTjPFWysVveb4VNcgzsyAUSeGTMnl1lG5lhE5u5/NkJzNzfAgCBPPjfPELZyPTLz3lEyawFtePpNq7dhAlSNYh9TSdjuPsBbjAeS+49NRPUomFoTin1JkKQUEdNC4HbUwZTUq9KHCNS7MBBmD5/op6zRJZHr/O9KzPWakCmltS9xC1HomlRopak70KQQAZUU+LRJb2TIja7SCV6pxxm7CbozOTaBbGE8VIqUw8PIZWhy13ZlSmdf7HSNYeagmyy0PmB1eukSk0UzOHZ6rMdDMm2imtNCfP7cZajSNKkdDNcwr5Me6rA18ck/mh2vokEoYrVlHJtZx7Hu844QzWj1SoJZYSTLotCxqaujP4MGdo2pkNPgtolNicKYWMCJr3BEPNMqQ1Be0mOr2FfGoLOj1Jtuk28vFNxM0trKoIN48+xILhmhMhj+yMCW/BZG6aw3YIhqv1KnBplNgDVG5zaypUOyq0koBp7DNlqJzwdLm+N/6oPoKMrAqBRxUTOktVYjFhs4hob2WzfsztdK6WH0CrI5a/s9O0MbYmZt1wgl9qoimXnHnKkv13juM4uwIXOO8FGiUWMduatHx/hValuFEEX8dewFDWRYdWIaFeM4AkJUgSM52pmpYjitCk0jMHdnIT7tKgRexkSl4dJg4l9HoU6ZCCtiUqKqUMYNWAMqsZHZtGNB5bQzSyKkTp1unWxphJcyprD0QqVrIS6JWnLMyMaQgMAhMgYxFKIVUTwHA5oRTZ56LKXxwRXAWUUhCmk8iS2SvQzXJKcUQ0aHN0dnvWNMrUEssf287UAnzyFK2M9IJ+okoN7bS47FPv7W33nL9/jwWiJdXgjxmC6wqte9pB84x8cgtEsbmKzEyirRnSu24l2XQT60odur/7pQXCTdxt27dmc2L2BE/oubkQJ3RImO7mtLO8F+AmmEZzqpOzpZXSynLubnW5ebzZq60upbIlhi/6lYi8PkYqCa3MAuQAIoSZIMB2MkUEXvPS2RKWl576SaQzhSam4VSxMp09Cg1slNCqji32X+Y4jrNLcYFzB7nshGNCnsCmaSZnNps5Oyn3bpZ5pYFoTl4fIy83yGorTBjV3IIMyhUoV0w7ImIpVELiduk2TQjNUzRoAUXovYgShsZvBkwY7VUwCUKndGfIZybNR3MgSl1b0+Sdbq/0ZC/5dqWOVhq0KqNMdnKS8z4QqgattGCKoHEFExZFhELebQVTemEKL4TMTJVunhOHM6wcW832wQj8KFROKkpzDpdj2mnG+076wuL/ec6S8LFTz6FeilhRjaknQi0RtFSxCj0iaFKx81mEaHS/uQIg8NyjXmftqiM9c7eUykgoOZndvgGJ4975nE9PkE9PmMZ+4g7L9vD4I0hvvYl8850WFDe1BcbvsLRf3RmLhM8ssEjjUKoyEIs9wDW7FthTaCFngil9qp3y3IMTsqH9ZlMqxWXLP1sfQ0uWAzTraTEtfVkzzSlH0hNAX/+KF9/jt9MoIZm4DS3XkDyzh9iCLDXNLzafvnDuBYv6vzmO4+xKXODcQfLGKtOQaD6r4YgSu5nlWc8Xq6hooqWqVUgpAgvAzOylejCf12eXxeVeKTwwM3OhHSnMfO0Qsf7yF7+QUmTCm4aqKr0AjKSEJGXy6bl5OKORVZT2X09UaxANrSAaWWkCcX2MrLGKTc2U177sRdQf8GDisTUWcRvGVdxQs1DzvRSZP1o1iXomdDAFTaG9jPsE0yy3OvE9rSYW/FSU66wlUU84Ha3M9T11dm8OGimxuqJUulNIa4J4ehPSmjRfzKzbC4QBeoLepad8Ym4nhTYvKVvRARHy1jT59AQkJRMw0w759KT5Io9vItt0G9ntG9Cbf0k0s5nnn3ApWtRVz7KQhaFjqb760hUV87QU2fkrQi+Qpwj0me5kxMH/+Kz3Hm2J52tj4QGsZmmVaqN9msmkJ6jmCq2QKH6yk5Op9uZHwSVfOLWX1F5FiKfu6hVgkBB1r0kZjRKafSnGHMdx9lRc4NwBLvv08ZY3sDvTyxVodZvbvSjTnlBZClVT4nIvEXshhBYJoYsoXUs3NBuxS1y2fH2A9ir1aAhAAJIyXzrpQ2ycSpnqmslQ4xLZyAFmyi8CiAZ8OJM164lXHWClKdffz0yBQ6tpNfbn5hnhxs0tLnjVkywxdxyH46iEjcuICLGYqRBM41qKI+pla1sJ5vR6KWakGlOOZ0+vHKWSzNaKz7SoQiREWE7RJBLqJesrz+GTnz9n0f47Z2m49NRPUpn4Q0+4jJrjAD33Ei3X0FLNMhxURtC4FLIdjMzp53lHvtwCjYC8OtoXOBMj5Sqadsmb06RbzGQupTLamg7VuzJkZgtfOulDZJvvJJ/aYsLo5jvQsfXkE5vIt9zRs0hIc4vVOu9LvG6lYiMm2hmFZbsSHqbOv+BC8uowkrbR6ohpHct1i0gv1dBS1R7EghXCBMygvQ8PX2985dwSn+ZnmpnmNU3N5zoUYCgqgkmWkgUBOFMLYjrxjHOX5H/cFYjI6SJyh4j8Yivrnygi4yJyTXgds6vH6DjO0uEC5wK56MILSVcc2EtjBPQCBdDcbqxFlZIiv1+xLorJKw0T8Kqjve0l65qgWVRD0dyCfkKy6CzXnv8jELSCQhpXyWujPKB9I+OtjE2tjFbSsBthpYEMr7QKLwO+nKbVXIWMriavDLNh9EHcHQ1zy2SHq28Z53HXX0y86gCkMUJWWzGbw1Asn2ElnSEOPpdAr4RllisjlYRYhFoSUytZCc5KIlRjoRoEzyyoO7u59urN10umYYpFiDDt6Wg1YahigucpXzxvcf9IZ9G49JjXkl//P+YKkqf2wBUyJZAF/8k8D1kUQrqtyhB5ZZi8XLtHup80Ml9PFTENZbtFVGvYw0/aRZIycb1u/s8Bbc1Y1aI4RuMSk099I62bb6R7x0YTOn9+Oe1f/5Rs022kG6634KIttxJNbyKa3kR5+k7qWZN6ElErCXFkAuJQOaZeivn+zZtppmbNyCuNEDxnyeMLS4doTkyOhIlRiqT3ORbpPWgVXHL6SUin2RM6yTPzT21OhxKeDRNm44RWahrSdmoPnM0054vn7bGm9TOBp22nzZWq+ifhdfwuGJPjOLuIvbqW+oO/9ksOrpd46H1XsOaPVrPifusYPnh/kpX7kaxeT7xqLdmqQ5DODPnwatK4Sif4chWaBVVlZS3kEsy6vaooWmgjwW6swaRuEelW7YfYAoesskioFZ2loWSkRfJKSK0iadvWiwUOZUR088Jv0kzSUWxBCCsqIbgIuM/Mb8luu8nSHEUReZ4TrT0UzTPiVQfM+T3y1rTduKstdPK3rMuvQSpV9qs2uO+DHgt3lWybEPBUmNQtmbZpb0uR+ei1UzOJp7kJlnZjjXu13bPcnmZEZrWXcVRE3EvQcJoA2ihFgAVHkStRBNXIynve3cp4zjEnsX6kwtrhKisqMbWSmeVrkVqN+lAKsZf+pqjqhLlARNObzPeuOsxzX/0PS3fC7QG844Qz6GbKaDVhspNRL0WUoohG2QoN1GEig5MAACAASURBVIKWOomEslggXJ5UrfpNt2WlHjsZzVThpv+29F7TW5AooV+skkJwCpkYtNxA2pMmjAYXlDwu83f/fBqffftrAEsXdPG5X7QqQeVppFK13LGtafJ209xEWi0k7lgd804L7XYgz8ib00ipZu4nz3k3w5UoOD5DIpAqlLIWaWGBCO4rloqpSSnrMjZ1J2MSweY7kCgmb02zfvShzHSVUqTEUZmkcFvptvj/2XvzaMuyus7zs4cz3eHd9+JFREZkJjmQjOLQWnZrtzbdq1fX0tXLtSQTBETE0iIpESmhVLQEKdu27BK7ChURFAoQmQXErrWq649aXS1VpVapbSsqFkJOZhAZw4v37nymvXf/8dvn3PcyEZCMnIL3W+utF3HfHc4995x7fvv7+w7BWJSWRCEXF1UhhhlIyfnyir+34W5++N1vR62nBG1QdYlvYySmdgKrNjUqDai2wmcj8D76d4qgqXaeg9Lx4Vd/R//+VTFED8aorOhFR27vAfRgLE33dI/Fucu4smJ+30WufHqPc5/c41OLmr9et5z7tq96RI+5rkIIH1dK3fKovNhxHddxPe7qmm047/iPf8X1t2xz8hkn2LrpBCe/+jaKm29Fb5/CTHYJgwk+l/STevtJtD7gnIytXAjcdaXkpkmG0Yr90tGkmt3FpWhmbVDR6LlDcFRMTNn46aVyUUoyaFVsQFNClsi4sI/fq2XkrjSqXhOGwu3USsbNtfMkWkWbIclNbwOkbQWLK6z+8P+hWUkTrBNLM1+h/+ITAChzFMBe/OePY1KLdx6TWMxoTKhLVD7E7F/EfMU3CY/M5r1yVrVlRHWlwTVRUS7jco/V0lg2HhIlzWPjQ2wiN4lILgQmiWLlpOkMQZAgHyAg70sbhY8CIgXs5IY/+Oyc//qGCaNUGtDEKAqrSVxJ8BpVL+O+W/Xjf9WsRKWcD6XZtDlquY8Ont96yxu4/eWveWQPvsdpfffPvJX7ZyWDxPReqaeHKSeKhLINjBJZZI1TjcH3CylNjF4Nntw78uDxwwn1s/4u+b1/QGib/rgBNgsxkGO+W2CZlKC0nHfxPt/8pC3ecmgbn/eil/DRt71RzoF8iKtKdD5E2YRQl5jRWJwe2gYz2RWbIq1hcprV7lNQleNUISEGaCvHhU2xesOjVvVKNrNL90GOmWAzwj1/ijlzsywEyyXfPbyHTzXbGC1NeG6M8JATea8+OlG4ACEERqlm3Yod2DDR3PndL+RI2ZRgU8xqH5KUMNsDm6DzoXh7WrvZdmRBBzCvWqrW03jPM//wXbjoNmEmu5id04KOai1CK22wZ28hrOaYUzegx9tMdk7jVzMGZ3aZ3DZjdPZudj5xkSc9sKT4T5/h3d9w29U+3L7U+m+VUn8CfBb4kRDCnz/4DkqplwEvA57+aG/ccR3XcX3pdc2O1G+5ecLZv3OG3Wdez+5X3srgqc+UZnPnNGEwkRi7VEzOja97X8tRKpnozzo9YJQaxqlEVyZacfsPvi7arFj5cm+bHqEMkZMZspFcVLQ9koUcsrHwOpUWkUFESvpRY5LJhTh4GasFAWg6UYOPwoPUCI/yud/3Ctrz99CWNa6smX76HFf+/G4OPn2OxblL/c/hqucrVhcPqA4WuKalnU1BG/R4W5DPZsVzXvl6QpKJYbfZKO9VWwnnzNVkRuxvBjF+c5BotjJNauK/U0NmZZTYoWaF1aycjONTo3s+aKoFBc1tbCi1YpIZtjLD85//fJ55asgkk89hkhnGicb6uk9XwkbaQiLiJjc8gZvcQBjt9pGJaAu5UBrU/Og++XKqy6uG+6cl52YV901LRqmh8aHn3gIUVtDnoLSg2oBe7vWWRapZyTh6PcU2K57zmp+XsXcMMRAbsFq4xMYK4u/aiAgK+t+h0rpekWrJEf9cFepSrLkmu0IR2doV/nH8v9k9I/zOJ30V50e38l0vfD6n1VK2t15JsxmnDKote5ukYKxsj7b9uRhMCsaib3y6oOHpEL19GtKM19z5Xf3CqfFBJg5o6iDUkVanfcDBOnaImZWF1eH6wAc/1DfueEkeU2mO0obQNhLWEM3tiRQFq0Utv2ocpZOkI2UTOW+zQkbxy5nwWUH8fTsXit2zmJ3TmFM3kNx4G8mTnkZx29OYPPMpnP7a23jSN93EV/73T+KGZ+5epSPsYdf/C9wcQvga4E3Axz7XnUIIvxZC+Hrgjx7NjTuu4zquh1fXJML5erfC3rrNqa++ldENJzFb2/LFnqQiMHA11Gt08IRok2IzS+JLQR2V6xvCTgxA8Hz4N96B2r+P4GMmszYbH86usfEtrcnRSkbhFqQBVTqmrqSCgHa5yXrj44lJoxAh71N4HDKmA0EJ04gM/dbPvJL6rj/HNy3NUhDO1cUpyijaVYnJ0wfvFqqDuYwAAW00Jk9JTl9PqErUeBuAD33oQ3DlXhF1HDLIBvrRemoRY3sEdQ1s1OddhbjRHuFupkZQ2y7qUrxED93v0MW5doHMKH713e8nIAr2gQnga1RnbaPN5jNIh5v0GGOhqfD5OPqkdnzagaBwgwkf+4XX8ZxX/cyXdnA9QetZ3//P+C8PzLj55JCydQxTw6J23DRJWDWOcSpq6MQEBlaQZ5UOUNVCxs9Ko8o5qpZj1czO40an+PBvvIO2Xooy3dV9IlWfHtTRTIxFNZVYJLWVKLCN7UVGh+uOO1/Nx37x9ajxDqp7jjTvFehEEZ4ebuFGJ/HDXRbTho++/Rf746lb9KmmBCO8axcEnbcmjYupbrzfxN91fw4fFvB99K0/z181Ho3CaDA69MhjHeT479DI1GwmES99yVEbJIPwPVW1jKNz8cUNbSMordaQFZsHaEvVhN62adU43ve8r0Nl8bvMJr1PrsoKQYKNwWfjXvFOtG9S9QITvwP1YMwWML7pOlYP7FHuz/nnlw744furq3OwfYkVQpgd+ve/Vkr9ilLqZAjh8mO5Xcd1XMd1deqabDjTYcKZb3g6yTDHbJ+QtBzv5MJVl3IRiygDrpXEn2oeL1Brud3m+GyItDWS9dyZq4tXZitf7NUyRtvFK1CXHY0gHiY2PA6NCZFb6NrYrCbynNribUZIB+hqKWPHIM0aSDPWIbBGQfrAX+Cj5YtvWsq9Keu9Gc26JfiASTR58tCPttpfMDi9jXceV7dk26MeGSE2nC7AX4YzPMsdyMXK2D7jPZhU9iGQKUerLEYrrCJaOW0SZtC69xHExB2iRLrb+ICPUZbN4YROpRin8j7/7d0HfOONW+RGSYRoCIK4GUsIJiJVh8QjUaCl4u0qCrmA3momKCUm+1/KQfUEr/MHJduDhPMHa3ZHGevaceZMFvmchkSLYMvF1B3nAzZUwj9u1rK/syFqekH8L7XGRNqCco2cC81K9rNJUUHGzeLcoECL6Ea10tTpcr5J/Qmej77tjdxx56v77e18LoV6kqLqBQxPoJZX8HUpqKA2+GKHe2cNt44VHNQb9wgvJOI2lSlDG9N+Eq0oY7b5OE0x8VjtRushyVCNRNIGpXu3iadV93CXvpVC6Z7jLYI54TIbrbB6g3Am9ujw6Dc/+IFeua982+9DFRdOyspi+LB9Gshp0/jAtGy4/eK/wW+fQNkUlQ/Qk13ZD11Ebprhk4EIFKMXcCdIDNpADroYy8IxK/DLGcN8yOD6kvpgBvd/TvH4o1ZKqTPAhRBCUEr9N8iae+8LPOy4juu4niB1zTWcb3rmDjq1DM+cwEx2xVbFpjJ6i6hC33SaFNWsCdGOJMTxLEoTmhLTrI6o0lUjY7mwd55w/dPQpdiX+GjcHkxCUFpSgXyg0KG/eNjIcVPVQlA4L0IXlJaLbjZENWXPK+1QQ9TGLL1xgZkLDLKxWB8Brm4xeYqNP21ZYxKLMhqbp0DT75tkmKOMIckzTGoxeUY7m5KcvE5e06RYJVw15Vt8Ughy241Bo2do11QmHWqVZHLBdrXcrxNLKY0upxKNGZFbqy3GCLopaKdsm44j9g4tevbNE1KtsM0KWi8j2+Dl767p91OPEndiEGKzYDPh2rZVz0XEplAtWZ18Gh/5l2/6shEQXfnmVzNqPXXrKVJD1Xqun+Sixs4MVsfFUZDFjfOCMAenJdjAZvKZA6HYgnIpDVMqYqKgDX9d3MSNyQVRX9eLaAeW9Kr1EEZgfFyIyHapai4LrLRA1esj23z7D76Oj77158Ek8rkPd+VzLLbQqfjYunzMZZ/xiYsznhxWR7LRg01xymLw1EGLyAmonI8CNomgDNpirEW7mGNeLQS975wjoLdBOli1tKkh1WKh5JFj2AV5a54g/GKt+J4XveDI+1H1qm/c8S1qMBI7pLrcqO6zIhrkbxpOrRRV68XXduc0elQT2gY93kENtiA232QDoQhE4SEmJbQlIZ/I9wzCU/WAbtaokzdiRwvhfy5n2OuWfPDkLi941+9cpaPuoaWUej/wPwInlVL3A/8ESABCCG8Fnge8XCnVAmvghSGEL8f14XEd1zVZ11zDme9OSIabSEaVyJd5WM3Rk11RsxrhPem6lPu5FaGtBWWA3mIlRPRRNdWGB6Y0Kh9CW8mYtvMbjMiKWU9R2RDwoNJNAxvN04E+8aQfPXaencFHoVGOQhAUiydEdLN2gcIqVLPGN7K92faI4DzBeZplSWI0ySB/iGAIINse45sGlacorVk9sMfgjDTlerjVc+wKq/iNe1NefGuz2f4ocEJb8S/sct/TAapqjyS50FY9utKNWDGdWnmjZnZeFOs+hH4cmSm4d9Zwemgx6uj2dw1kyIbSENtc9r/S1HHXtj6QmRxjiUh1Kk1xHKH68Wnych+zd9/DPtaeKJUkhrr1GK3YHqTsDBLOjjJOj1JO5JZBItSR3AotIjUKVc7QlQQH9N6akQcZkJjUUC4l0/yG27ixvYAvdlA2R1XJxkczLjy6Rgt9KCwBehQabfmtN/8st7/iJ/rtDtkIfIuullCv43mURDuyjHqwy5/cN+PbdxcyDjC6tyEL2lK7gFGaRe1YNCLkSTqnL7XhbBsFo2wE5YxQSIPWLw6hX4x+9cmM3z234uw4o/EerejN4X1MzArR3eJw/eaHPgRtCQ0iDOzG3GqFNqZH3vEOn+biUxqdKvbLhvPzitvb/09oQVFARRbTjoab8zIkWb849mkBaSGJZ4kszlSSoeo1vjsnBttQePTWSVS5QE92gUeu4QwhPDRq6ejffxn45UdsA47ruI7rMa1rSjT09v/hyeS7W5g8RQ/HqGIoozWbyAWyWsvYqirFONo78fsrl4TVHL84EJPo9VKMossFaiHcNFXHkXq5lCSf1XQTkRcV6apZy8WjXm3GWcFHdKPcWPjECEpRtDuxW+oQHi0qWhNaElf2yF3tA9//ku8Uj7/gRURRDEm3tyhOb1Oc3mF4dpfRDafIdsZk22NGN5w6sn+ynRHZ9ph0PEBHtbqvG2nKvRPkw7eMUsMNWxnP/d6Xizo9Ku9VU0broWh0H3ykGpRRxLNEtaXsrzbywTp00cdm1LfUXuxdWh8RtWglo6ICf7cQJbCqV0cep0KQC2ukKei2BJPSBmk0a7exkHGBvtGXC7EkxEhufQL5kHd/21c+WofmY1b3fsX3Mx6mFKlhMpDfO7kswrZjswnSbA6sJtUqCn8aVFPJ592Wm8YQUKOJLNDSHDUcR7uwRpBAm8lvbQSV7rLRgxcqSi3nSN8kdcr1tCBkQz7yrl/tX+e53/tyeWhaxCZSImR9NqQen+WvrlS85UdfKo4Kxsq5aFJCkov7QRDBTe0DzgsHelo5ppWLQhwfE7ygckF4yx13M/gjor8u1OGN/+j7OD+vIrIpx1ntxR+zdhJneViZ/s73foA2irDoEMguUSw6XqC0eJMmhTTiUXAY2CQg6Z3TqK1d1GibMNoVP99MRI9+uIsvJhIlGlOQMCmrkLBSGXXQODQ+0oR8OsQNT8hj8jEhH4s93Klb+OhP/8AjcBQe13Ed13FdQw3nB170DaTjATZPSSZbEoFXlT0xH62FnB9tjABoG/xsT3LHo60ISOZ4x6kCUWhTxQtlMZYsdG0INhUkISrXVfCbBrJayoW72ahju5i/DpXrYyyjIlUaq/gcrZhnuyBju7INvPO9HyBvl6JsX87QWydQaU4yLEjHAwZnTlCc2mZ0w8k4Pn/ox6tTGbc3y5J0PCB4HzlhwzgSX1NYxQ1bOS/86bfIe48NnvJOGuWI1CrXoJu1pLbUkQva1JGSsIkUROsjfLJO0atUvNAfQoWurB1GK9Ju03vfxEQMwbtGFHohCGwaV5D9tW49ixbaeKENNhUhSZLJaLNcUtx8K+/4n55ydQ7Ax2Hd9fSXMdrOKVLD7ihldyQWSKPMcnKQyphWK4pEnBmMr0nW++jVfkwOqnvhmD44H9HrFtpWziubyPkE4FvslfuiY8AGse94tepQqk9IB9IYKSWfazERFwf10OP1uX//ldJIpYONgfxgh4urls/sr/itt7xhQ4eJlktVMNRejNJL51nUvhfdTMuWee04KBuWteszz0sXBCU30gQGm/XBDh2XU7Ul73zvB9BacWFRCXJaO+G9Rs71gxOFOtGh09EeKhn0jhQ+KaRxjLeFbCjm8ol8p8wqsa761q19yWw3qTSmmYQ8+MGOPE8+xhcTQjqgTQaEJJcI3NB5CkssroLY9A7ieyvExF5bee1igkpzfvuNr736B+NxHddxfdnXNTNSV2lOdjLvYx11MZSmUWtpDttG0E3vUPmwz1ru+FNKG/z8QEbsUTHqy6WQ8qNXJW20CAqBkKToakl74iZUW2/4Wa7ux8eqU0kHD6GJwhVBTyRDOXoTxuZVl3NCvZLXj1nrBhmFXuf2WKYn0Yt9ae6KIX5+IJ6i422ydE8Q26pEGUOmNXowOLqPtPA6ldG4PCV4jxmNwCaCWCHj09xmXDfMOTlIQDUyWuzEB/H9qO69tu2R1+CQgKEXPzjxHBVepaVxoc9llxLu27l5w5mhJT88S48jfRUCuFoagW5M61tQMno3WhF8p3iPue16o3jX0Q1A17HhTzOCc71q/1qs4VbGzddv8eTTI8a55USRcGaUcaJI2B1YcqOZCIMOvTqQMXq9lH1erXsxirKpLMraWtKrtEEVo83fnCxEQraFvXIPIdva2BCZFLpFixaKhWprQjaKvNGWdTAUqSJYcXD4wAc/xAtf8PzNGzGWEAS1C0qxcJqDsuFPPzvj209sLMZ8NsQpi/OBsvWsYzoPiI+lD4HGe5yDcWrk3yHQeFkEhRAINkc3lSwuOwpMzF/v/GevG6bcN12zqByjzIjyXT90lP7Wd7+/d6twAYzNpUFXWvZX0nFgs01kbqSpVE6axElm8aqIwsRNU92dA42H2kd6AmB1wCiLJ7BuA1rJdnU8cIdGKY0xcTt8i092+oWxP3UrwT/onD6u4zqu47oKdVWuto91Ru5HX38nKh+KN99kFzPekQYx+tXRNoLIaCMcKGNQSdrfpie7mN0zUWQUd4n3hHVE7TpSfyLJOzK6Gsi43bc0SWym8nGv6O4UuzJKXMXM5LpHLgk+jqlX6PU+ZnEpKr3ZZK8fisqrh6cYLR/o/Q5D24gtynhbRvzRz08X0hDo/GiOOoBJ5cLUljUqcj3NeEceF2MwVVuiyymjRPNVp4f8zpVUeJNJ5GJ2KuDYbCpjpMm0Vn6KcX+/kAx6lKhDSX0cf2ulaA81iEqJ0fswkaT2zhVAtSJGokeF4yi/rVG+xXhJizFKiTOAF25o7QKNk2jQ7nWcTnt+H9pidk4xfMpTHpHR+mN9Tlz+xh/itpt3OLudM0gNN+8U7BQJRil2B5bCaiaZuC/o1T56PUUv9gizPdp7Pkl74T7cpXP46R7t+btxe+ehbUQsBPjpZUEz6zJSUhYEbXA7N2+4tvP9nqbRC3HiOQGCblfB4Hxg1QYWTtMaQecO1/Ne9BJCvoUvJrTZFtPKc25W8k+evu7FZASPU5YAzCJy6YI0novKSbPp5P+NE1/LRIvAzyjFopbReyDyH+2Gf93blWlZ3IxSzSRLmNcti8oxLRvWjecfv+zFRz9j6OMoWy8IapsMcMUEN9wVhDIb44sdGXUXO7jhbj/VOKgct6orgkKaZIOAasu0gWUjY3x5DXl/bUT3XbRmMkp4pWKtxIYX3XFo42+fjQRFzcb44S4ffvfbr+bheFzHdVzHddUQznchZO93f577/PsQwrddpdc7UirNsWdu6pN/QrUWnzrdNUOJIH/axNs3diRdg6mSVFSiSkO5xJdL9HArNq4bdKGLp8SmMNrF3PUHHNzyTSRmSGoUdnRK0D+IKULCb+y5m/GiG1YLSU9pNypyZRNU4eUiEDwoUb8X938Ct3uTiDd8i18v0aNt8SX0HpPm6PEOfrpHaGvcvpib9+8xlk4s9Xy1+X+eE9ymgdVJSqhWaN9iXcvucJf/6syQf3P/Kb4lW0nT4FrZRyaVC7FvhQ9bV9LQhxB5fANpmDvlMNAkg4g+Cf/Nx1H6KNWcXzTcOI6j+3rV8+hEtLUSa6MHIS9BaZQXLpzpFPSqG2/GEWnjSYzqjebljVuhNxRD1GpOur31pR98f3O9i8fwnPg7zzhFajU3nxwyiTn3JwcpO4VFIxn3Zj2VBc/iEmExxa2FyxzqEr+cybG/FOGQShKhJSD+l90CRRcyLfCrmXCY8y38YAcufEZiKecHEr14AvxgR1D+aIeUGsuykSStsvVopVi3ntxqfvODH+A7XrDhQqpqAUrTmgKt4FtOLGBZSzNmc3wxicKgwLqRxmtZu8jbbPFxpJ5ZsRxbNZ7MehInivVxaiLPU3w6qVcyco6OC7qcEyDygwO3bGdcKeXcdUEcJA7Xm971vt466bAwThvFug1kJsV4QXpF6GRxOqV2Yt00rz3PsPu9NVkwqXAxQ2BVOmlmY1qXi3zVKto9Gb35m9EwsLrngirfYrQFNudXGyDpEsYSMbQ32UMXrMd1XMd1XA+nrgrCGUL4OHDlajzX37Y+9guvkwvgYIweyDhcT3Z7NacebUujmeXonVP9/VQ+ROUDQfhsKpzDji/oHXrrhIzX01xsffIxIRv2zWZIBtJ8boul0LRykuOsBAXt7Uk65bZNBe1pK8Jiil/OaC+dwy9n0iiWS2k+q1UUKQlX0kfVqdk/B+s5VOs+5g/v+9SRDuUMjaC5erTdK/W7MpPdaJWEjNbzwWYEDrSXz8t2rBfoWhJbJs2Ur79+jF5PhZfaGXkj4/VgZN+pJBV1v1Iifoh81qC0oCbZsPcU7KobYyZacfNWKvGWh7LR0bbn/nXZ3Lj2iDCpEycFZKyuo61TcsiEvntJrRCubVvik0I+48EYe92T+M0fuuPqHJCxHstz4qt/4A089cyYr7x+QqI1kzzh7Dhjp7CS1pRpcrdGrQ/Qi0u48/fKsbg4wO1flOSausSvZvKzOJCFXF32yTaycJOkntDWwif2raixu/NoNae9dA536RxhNcPML4o4LnjaOPqWhknoFcvGx+ZMuLeH63nf/X0QPKmRv+vpBVkARqFSiybE0bULgb11Q+M9i7qNSnJpFKtW0M1RamicJ4k859aHnvtbuSCNZkcdARHXaCvhC1qxbHz/vAD/9JXfc2R7WxeiSl6a6a5R7Y5FeY1U3mcMmFi3vo97jcMN4WbanLVXhBBYNbI99RFLsc15VTv5+yjVZFEIZvAb72EVPYXrlUxYqgXWi3dqZ3ifRMuoD3zwQ1fvoDyu4zquL/t6NDmcXzAjFziSk1tVX0TyhdJycYh+fR3HLLS1eN2pOKJNM0K5ioIfMZRWyNg6DE+g6sUmUWfrtDRKh+1GIsmejKPom7Zs/8n/yd03fYvwBa1kfU+SFGwWU4XWkund1KKEXy/7hJGORxraGuUcGtDG9Kre8H//BlWMn1RpLtzUGF/XNQBqkEFdobJcOJ11KVzVByGcaENy8jr0dE9G4W2DmmzhyyWbXHi5PcyvoO2cMNxhZ6fgM4PbuNVflOfxXhq2Zi3N5WAiaGNHCYhXQhFJFIQkp0WziN5FLgQ0CkdgkEj29KDzLO3ERW6zAFBtQ1AKXc2jsEpHdW8dE540Fo9DiXcpcqFPE7lqp7GpSUPom2RlGmjFFsvDQ5rzR6kekXPiGdeN0Eqa7q3cMkoNkzwh1RJHmmiFKtfoekl77i7wDrd/UT5/7/B1g2takiGRlhJFYLFC2+CrNWqw4T+jdK8SV82aK09+Nubjr8cOc9IdWdT49ZIwONGfk7WXMXCH0KVGMasdk0y8Lj/8G++QRrN/YU/j4Zblpwn5qFdjB5tStj6OmKWpBOL4PESe5iaacpQaEqPJjRbTdiXHjVaQGR2tk9KNnVPkiMZer28en3JiIMKkLnYo1hve9l7S2Mh2ZvO1C3i9aQi1UhvOp9aSTqQV1te0OuXG+38Pf8NXoFxNpXOq6CPaqe2VEhS/if8XE3q5jwLWjWeYaPGxDX6DTtfrQxGjXY78uhcqYYV/ngG6POqNelzHdVzH9XDq0VJMfFEZucCRnNwsyz7vk370rT8vfEqb93xB4ghcZ8VGsJPL2E0NtwWZ7Aj4Nka/9Y1l0Y/NQyI2Oj4fE9IRvpiIobmx+HQgtiVxNKjH29w3XXPPwZq9Vcu0cixaaLKtnqsVkkGvbu9H6W2Dn+5JA7eUUWaoy5iUE/B/+u84+ORnqC5epH3gPmlSm1rSgbwT3qbZNJUqzWVMnA9IbrgNc92TjuwvPd5GT3axJ8+itySPOlSlPG+5IniHX85wew/gp3u4vQdgehFz8FluTtbyHlyLaivM+kBeM6YvyX9EyNOpjw/fJobymwuwiob2WilO5IZWWUFeXIMKQdAXV0NbxxhNxA+148S6Rqymypkgr/WKTIs4IjNaIggjTGQ6xLP3goxpUCEI93e8g0pzPvamn/4iD+erUo/IOfHjv/Qunn5yGH02M55xhBHAIQAAIABJREFUcsgkt2gFRaIpdCBxYm8VZntyDM4P8KsVviypZ8tItfBUB3Oa6UyOz8VBpKasZUqQFT0iFka7cl6ZRLxOoyl/syxZnrtEaBuqP/t9WVw1a1Sz3vALEWSv+wEinxKCTXnjv3xv/96e95KXkoa6T+cKSY5PCxbe4sIGpXRBknmqVnic3XGQW8NOkTCJtlAd4uhjs1scHj235YbC0SVtBaGDgFBBKidN3etf/t39Nr7n/R8k0Rvkc5hoodpoeQ0Zc29iYOuYzV7QMGiX6HpNvndX74vbmpxF7VhGNX0T+clt9xPPJ6uFNpIaTeUCudUopXrLKNVKLOzh6YEIkbK+oRa0OO/txHwxOWJTdVzHdVzH9XDqUWk4QwizEMIi/vtfA4lS6uTDec6Pvu2NUZAQOYjaCCLRfXnaLNqZDOQn/h845HW3hU8EhXODnd5qJNi8t1/pm06TUqqMUmWSAU5MIMmG6HzI//KJt/P79x3wn+6fcmFRc1A6Lq1aKpLIacyij2REEiNKhE1w831BOGMz6kan8MWEv/jl9zO/7wLrSwdi7l6u5KepBZWE2IBKsxi8Ez/NLmFpuH1knyXX34ouhphTN/SPlf1hZBs6L9KljFH94kDEIrOLmNkD0rBdvBu1lsjjsDyQC3P86TOoQVAxs7nYuSAX31GqGcSLcGYUWcztNor+s+xspOiys2OT24mwuiZWhbCx3mkrVL3C4km05K8bJb8VYGOsqIqxov3oP81Rg5F4SyrNh9/3+SiXV68eiXPi5972Hm6aZIxTy6lhyjgVP9NTg4QTuSE1SvZtK/vRr5fys5rjmpbVpQNMapl95n5AOL/a6J6a0qHy3bHX5XRDRLOzUYwWTQkB/viO1+OdZ/XZDhmPSGcxoXKBWe1Y1J4Li5rzi5orq5ZF7XuEUjUlt9TnjrzH5MJfEkzS2wfVKmXReOaVi/Zhrn+8C9J4gfAZB4nuebyDRDPOrDSaySY2VkEfTCCofdsHC5RRANTEJnF/3bJo3JHtWzQeG5vXzltWRReFriE2SkWUUu6X+RJ78FnM7AH04hLNn35cjk2kIe1oAofYKHjEvF7Fcbo0zKpvsH0IhBDQ1VJEYdUcvd6XBVq9QFXir9p55+r1fqTNbMzuxT94JYlPx3Vcx3VcD7MelZH6I5GRq9dTfDaWBq4bfZmUEH/Lil3QoKC0ROglRW+9otpGkM1sKDnQ3vVJJiGOlRyagIzmWi8XmkPUQAprGBY76OUe9uRZXnvmftrbvhF76dMEP0Sv5vh23L9WMAlc/3S5CEC/3W58Wv7dVsyyEygF5S/9KCbRVLOS3fEAnSYE59BptFbxftOkRtsnFb0mdVbI+zDpkX3m06E0Dtpgr9ci6Ehz/OKgt5Fy+9IcqCSqyucHMsKvS5TN8Ld8Hb/yF0smmaXxgUlrmeSWs2PhmuZWdtBWanAhsFx7QjCYumFaOQaJofUBo2XUfePIoFxFa3J0WsQm0/QXvk6ZHmwGUaHe3S62O5sYQlUv5fYkx/oWa9I+KhP0xjXAO2lWuwQom0vsXzHpObOPdD0S58RuISrq1kvbtG6JDYgcx5nRgBZqQiPiMZXl1PfPcGVNOh6w3puRbg1wZY3JU5qyxoxGfRPWHyfTPfT2SUK2JfQG1xJSgx/uUkYPSKPgt7/1tXzTTTs8Kz1AXbqb6nf/laDKswO2G1kEnJivcHVLvrtFMizQW7vY62/BjHdw49P80jvf1/tbPudVPyOTjcEOrU5ZxzF6Hf1cp6XYH/nYpBEbxNxoMmvwsWvrRuhyu4iolFIY4mrycAXPQeW4tGqYZIZ57Wm8OCP82J0bZfrHfvH1uLBALy7Ivl1NoRjjRqcY/fUn8Ld8HfquP+wpDH45l0nFdTex+Ms/IZlskT3j60luehohGzI3I/aWLbULHJQNidYMUsO8ahlnFqsDyikSDQsv/FY5toTLOjIKnxbY1b58/yRFpKQ4SDZUlX7h5g9RA4yNDhHtxmP3uI7ruI7rYdRVaTgfk4xcpSXicbATvewsup3juzSZJOvTPZSrRcTTxTQmA0KqNzxBmxJcK/Y90MfidUKDxoVosyJf5hpBLBSeQSa8NV+tYfuMNMKDHVHUTsayLSl9ljjBE7bOiho2Jut0qlmTDnAucKVsGX//z5H96IupZiX1fEW6NUClS0Ih/E2/nKEPe4xG5FTZaJBu0iPpMIAgrTvXC+KRDwVlXS/7mEKgt4AKTR09TQ1u7wHsmZtQIfDmP1twdiwo2iAxnBymWA0KJZwxjajCgaYVhHHVeOa1iDVWjROrmqggflJiRGWuRHHfX/yMlQsikfNWi+H94QSnwxnqmLTnpulyLouNthSOp6ujO0BEOVsxpA9p0TsI+NEpQlKwaDxXox6Lc2KYaBJXUgxyppXDKINHXACU6lJrItcyeFSSovMh2enTVBcvEryn2N3C5HGh5pw0mGm+8aeN4jRdDMVQv4tT7M614GmjuOXKuuFrzozJraYcXkduUtLdJ0lSVVtCXeIXsuhRA/H1DMkAPzqFSwtak/LX84b6QZ/JHd//o/zm+98TvTYlslLOUUE3deTsJlq4mcYosoh454khs5rESJM5SGTELecz0ew+Ui+SvDd+t9pxorCsW48Pgf11wy//yEuPbNef50/DrQKYmyUi9EREHJ0iu+mb0V7R3PRsEi2oqtWKQge80gy+4tny/psV/pO/ix2fYLR1Fpcbqjb0FJHGh54iYbUij/SRbkSfW0XavZ+2RFVLdDmVxnI1FW63TVHWiq1Z9zsK/kKT4weAs+BqOe+So36+x/XErRSov+C9vvT7H9dxfb66Kg3nY5GR+5xXvp7fessbCDZD1a2YSUdEr/da7Ebs0OcXd1nLgNj7gKCF0Z6kDpq2ldFXGyPxJDJRRlcd0pMaIemP0gRrUtKnfDVu64xcyFUnahFk6QgqpyVL3CKIgorG5d24r3KBs6OEEODsq17JpX/1UXRq0Un8qGyCGo4xgy3hxKW5oIIRnRDU0x5JBDpcfa54O5PnimkxarAl6vxC7G46NbIebslIdfd6/shfx/9824YzqpU0OZmRC1wex+TdSLzIU9puPwbFqlHkVrNqHFpBojUfvqfheU+2YjxtU7wdotdTaWK87zmivaCr24/dj9ncvrnvIV5rl3DT1r1no/hwRlQumm+jLT7f4vuef8hw/GHUY3FOfOcLns9H3vFmzCgntzqOYUUlXSQ6jmTjoisdoQcVXmv0akx20snipVwKAhntjpQxcpwMxnJsWIlB9cMTvbdmSAuhr5hUoh4rx7oN7K0avu7sVuRrEnm9A+HigtA/BmPIZGHUuzsg1IdabRD6H/6Fd/LPX/W9/f8X3rKI8ZSL2rG/bnrvzaYW9blRikFiKKMafZInMf9c9XzKgIzbbYjfIUmO8vGYiVOOaelovfA2fYB57R4iFHr1v3gHV9YNg0TjvSCOidZkVtN4R9LId01mFa1XuCDb4IzC6ECRj3FoTFpgnvnfweISK6dw3vcNZcfX9IG+AXUhYDjqztC5Pah6KZMdk0BdCipdDAneQykccLAbHniX8e5bQvDyWJtz+8tfczUP0+N6DEt94bscKfOF73Jcx/VF1xM6aajjRQabo+v9fvzq83FUZsa/xxF7JxhR3uGzYeRy6t4SxCnbmzQfbjQ7/lTZOryHQWpofMDGi3p78snYTlHtXa9qV00pI/yu8Qu+55Eq6Jth42uM0qAsAy2xlqqtCKdvZefrvxZz6gbqv/wj4WYCYTmHfNijQtqYvjlw8xgpmQ0e4lupmrWoiH1L6BDRJN1wOb0TaykQX0WbipJ9tI1Ph5zN054jJgbYhhACmXIoH2MPIxqlQkCZFpMOGEeELdUJ6zYwSORrrGy9PIexkOQbEYrNpDk0tm/YVZdv3XE2fSv7srOpUgqFNJuSaR+N7F30OT0kFpImaSBNLsQFx5BZfXXQzceydDlHr6cMTtwExuLQkcKgsAoIm8UQkY6hB1siDFovRUxWDMXqaDDePHEUqYW6hPGIYBNpEE2MtzRi7dOl2vzphTlfc2ZM5QLDRLNoPNvGoqp5v4BQ+VDoEh3vukOc21J8NUvXK7nNg66U3/tdL+QNb3sv++uWqvXRx7Pz19woxFeNY5JbsigIGqW6H6d3QiGLFwFaPFa647EOmtYd5VDurxsWVcvbf/xlR7ZnkkuClo/fF4PEcGXdULq4kEQsnzIbjdbjvlKA6ZKxVMCohDwTzvjQLWn0gEXtewskpcRyyUREMzOKxGxESIpoLRZFd6otCZGXHVZzXFxQmMmuLDBD6AMm+slBW0O+hdt+9Cgmx/Xolfh4fPH3Pa7julr1hM71u+OlP4Re7qGXe9HzMqbR+Db+OPkyfRDa2aOeNu2jGoO2VG4ThbduJXmkEwhIOolnXresatdzxAqjSO75A9zkjIiO8jGtySX1JJVRVNCW1uS0Si42jUdMnJGLdIcqqHqFrpai5C1n6OUeZvesRG5u7QrS2Il+tDmUFmLAWtx0j1DJmNLvP0BYHBzZXyp4VDXbcB7zgSBX4x1UVvQq9y7+Uw/HmFM3YE7fiB+fYpIZzgwsp3LFLkvy5QWK9WXs5bswV+7DzC/Kz+wBESbUS1Q5Y6xqThaWcfSA3B0knBykTPKEG7dyfvd8jS7nvYoWI1ZUPh3G3O04uk2yTeJKOtwg1dFCiraUz9xmkavWHkU71wdHG08tx4o0nxUvffELeaLX7T/w4yjfCk+4nPfRqJ1lji7n4oCQFrIoSaM/7fYp7Nlb0EPhReutXfnbeBuzcxpz9lZIM9R4p3cr2Aj0BBnrLIIuLFueujtAx8ZumMTzLVonBZvE9B6LK7YlXWcoSnc/3JWfINZBhRV/zURrXvumXz/yXl9z53exahxXoiJ9UbuYH+4iuql7Vfoks0I50KoXrg2sJmlW4o7gXU+16JDNKqb4CIrqmZYtLsCv/tidR7bj5972HlIjY/pBanoU34eA96G3Z2p8YFY6qvic4vsZqFpRv5etxwOllcVSSHJCVN9L1CW9Sv5w+SDTFs2mMVfNWhB8m2/s1NK8d8cI3gnXu+NwdslgkWIEoMo5z79KiP9xPT7KAH+bJUTySG3IcX1Z1hO64QRkJR8jIntj47YhpKONBUhbyog5+kQGk6CcPK5D1brYt0QLT0qpjbBgWjYxCk9RtdJ0gvATv+P5z8edfgre5iIyiibOlQvSVOpU8p3jdaJ0gdpFFDUgnn/dyDja9qhabH9oarGhGW6RPvlZmJ3T0ggYIzGbyaCPjAzJQKI5QdTEUZBwpNZzQrkS9LBtoiq+y5vXqCwnrJdiIm8TzKkb0CfOcM/4GejZBfLlBfT8AmZ+AbO4LL9n52FxBWaXRYzixZhdr/YFbavmqHKO9TXDRHMit4wSwzgz7BYJWikmueW533OnIEtAa3LhB2bitRgi4hPSkdyWjmSbo01Vb9Ct9BG0Rq+n6GouXM4O7e2skTpOp5NjYJ0+Jj6cj1iZ6Tk53n0rCF7cL76YxMnABs3VWSGWWeNt9HhHaBQxstSMd2ByWnjP2ZZ8BkkmDg4mkf0fG3irFbUP/OOXvZiLi5oqGpm7EMiNEq7zYEcaynyM276RUGxHr9YCP9ihSQZUwbCIDVkIAasVw1S4l6/5xXceeZ+XVzWzsmVRO6Zly5V10zfXZRQMNc733pWZ2XizGiVNnQpBRDV2w+Hu2rp1tFaqnWdaNVxeHWW0veld75NYVUWPrLoQyKxmlFrhisbbc6Nj3Kbksnc88c7qSCvFOnLF/WCH73jhi8jsJiHLRUpPYBPXmhjVf28ppYSv7Bp0LSETqprJ94F3En4xGMc40pX4AXdenHGBhm+FY1st8KNTD+8gPK7HXWm++LHmMbp5XFe7nvAN5+0/+DrC/AqUy96oOdgEVS96wVBn1YJJI+IpDVawOejN2LEbnRm1SappnIzHXEC4h1qRGN2fjL/9xtfii8khH0AZ6/l4keqSS+SiFVjHkbPVitp5aUC7a3+HwsbRll8cEMoVzT2fxO3ehNraJeSj3jKFKJaCDVdRZRJX2dskHapOeR6aeoN2xPsom8qIvRgK2pkVokYeX8cti09h1gexgVti5hdhdhF/cBl3/l78/iXx79y/SJhfIawWkoi02JOms5xjlnsk9YI01EwyzSQzYk2Takap4X//tff0jXflAqUL0dYq7+2nOnRTnARiAlT0VA3xs0ZpGec3K/mcW/n8lZfRu2pKaejbOorLRPT14u98wSN0hD769ZxXvn6D9EfaQKLjGC1SEYJJ8fkYv3Vajqet07B1Gn3iDPrEdejds5jds7hiW+5XTISGAuIOAf2kQLUlLZFe4gIv/We/Jn6r0RYIiP6YIpJrTY4b7lKaAl9MWNoxKztk7QKzyjGtxOZo3cr5Ma9b6ph/3nlodvW+n3w5ZetFxW0Uk8ySxMZO3vemwRwlmmGiKYzCeEnzUtWip98Ek0gDiniBLhtP2QYWtYjd5rXj13/iHxx5/a7ZTA/N/BOtSbQmtzqO0QX9dCHEBlEQ5xDkC/iw84ULyHdH0Hz4Pe+KAiPde20GxM82M/Jeuu+qTDnxKG1KWWB1n4+2gkynuUxFEL/eUK1lzB6Fg8E51HJfHhc8aFlMH9e1VQ1HUcvO1VfFf6dsGs3D/z6u47oa9YRvOAERMazmPWKpmkp+6kWPZHU+kco1qGrZexEqV2PwDKyKBs2dJ5/8tlrMyUEuBOPUyBe8FcPy5tRTqbwQ+WsvFycxhZYR2LoNMUdZPPw6ZGNRS6NXxVxxoEf4lHeb1J5URmLN73yQdvvGQ4bNeU8VCGlU+DZik9SJifz86EjdV2tUVJ2HWi5KvlyKj2cdDeCrtYzgBmP89ln+OkyEA1atxeblyjlpLMsVfr7fxyGGMno6zvfFx3M1l4Y3RnXS1qhmja6WZDSMEs0k04xj41lYzV9NPeu4P9aNZ1p51sHQoqMiOo8j2TR6oyYbdXrcJ6qtpKmKaJXyTkQqSvfRnBDHlTbZcAevsfKXz6EPzovPYnPIxLxrQuIINWQjQR2zYR/fKC4OI0KxJfvL5j0VwQ1PHHqOjpoiTVrrA7/ye/dGJwLJLW8jele5wLRy7JeORSPNnAtwpZTbDkrHA4uWg8pxUDmulG1vc7So5DPrGrWffPPR0fqsbEiNjLE7RHPduGjqLsihNaqPzwQ29I1DNJuQ5NSIGEmaTFHaX1zUXFjWLKqjnOh3v/+DMqJPdBxnb8Q7jfdHGsxRdHUw0Zw9iQ1q4zcJQR2dpzOVb5IB+eVPC08zGsdnRlToWolwqPP4VE3ZU0s69Lq3AYvfL0c5ub5fgAJ9alnPdT+ua7Iqjubtds1njjSYGZuRewWsHr1NO64vg7omGs7bX/cmlE3wBxejrUm0v4kqS3TMNO9GqUgjotfTfqSKq7EKcqN6w+bud2cknWjNIDGcKBISrUjW+6xM0Wcwl+2Gm7VsNlF7/QU2crDWbaCOvCyjpek8aOQiHrQ50gD5cknwjuryFcpkjB/uRpNt4TB26S50NkbERKHI2TpcXdSl3jnVK9TDeinm8dWa4Fz/HGQFPhtz82d/r89tD21DaBvcdE+azPhvAL+cyyg+K1DGiN8nQLyodcbsYjI9xTYrRhG5KaxiK9PsFgYfL46SwCKN56ySJmXtFWsXhB9rUtpksBF/Qe9CAPQLjZ7D6VppqBJJVlH1qo8rfd6LXnI1DsPHVd3x028Tf9XVfs9z7mgHBN+jlcFmhxrQAje5Xjiy+Vh+Bjtil5MU+GwYObKp8JOdLO4CgtLtl44bTwyYVS25NX3ut/OhP+5XUVl+pXRcWEqD+dl5xd37JffPSv5qb8XlZc1905L7piXTquVK2XB+XjGvW6ZV25+PXf3Hf/GPWFQtdeuZV23P/5TxtRjJO0/kgkbMRmt8NpLksHxMSAeS7x4nEY2HvZVwQ4V72fKR//UVR17XKEkQMn3Kj+JwqtEolWOv6XxJDy1euwoxnhIkqrKbtDQuCMp64jZMRDnT+N1kDyHHRonCPthUFtGdkK7nswuPXdk0jtWLfsIDiCtBx/GMkbq+mHDHna++KsfhcT2+q2GDboI0mYfPrseTJZLiWDX/RK9rouEEaTrxnrCcbaxwQARFUeBwePysmlVMyKlQ0QIE34o3ntU92llYzSgzTDJJbxmlhmGiuWnxaabJhCpeSLtoPmkkfbxdmqX9tSSqHFSuN6lunVyEl41HxdjHHjnqzMnzgdgWAckg5+KP/T1cMYnq4DTy52KjWmwR2loM4LUheLfhdHYVozVBDN07k/ewmkszuZrjZ3vyPCalicip6qxwpns9itp5gZqYamQmu30Wt97ahSRFDbaONoOdGKEpJemkXjGk6keD3Qiy2z8HlaP2ghQvo3BjXsl+XMSovyoYmmQg3ERt+tGoIJeDDYIFqLbuvTg7QdeRrO5rrO74qbfizn1GjnHfSpJMW/bIuC8mtOmIptiRxjId4LMRbnxdXNgMZfFjU0KS43RKU+wI/zmeY3U+QSGfz6cur0S80tn1KMn07hJ65FxoOSgdV1bCt7zrypr7ZyXnFxXnZiXnZhWf2V9xLjafe6uaB+YV+2XDtGpZxWSfB3M5V7UTay4rgQOLWhpTo1SPJvoQc9sBH1HZzj5t7RXLxjOtHPNakM157Tg3Lzk3Kzk/K4+83off9260ksa2y4HXShpIo4mIrzSeAKnROC98VKs3KnkVh5YhiDMGCK1nFY/vaeXjokymADZ6iyb9bzYiyEgP6Xi14bBFWEedyQfC0S2GskDMhzLZsJksPoDn/v1XXqUj8LgeD2X53KNxgzQAKTDic3tuPh4aPItsmwbcF7jvcT2+6wlti/Q5S2uoK1SXstNZgySDjWqdaF8UxUOdcEg1JSbJ0dpSxwuCC6FHLrqLxCBRXJg8lXXlOezVXbUiTGhciAbU9DYpiVdRRKHRWi5EWgUKq1m3nsJq2gA2ycV8OZ+gXGfSnKIHA0597VNZt4FR8KI2blYEk26iJtvm6L5Ij+Zuh3LVm72HOPLu0oaATSwmEJKC4oE/g/HOZgzdNoT1UgRG2siFSxvCciaP84KQiom0GOwf8SA99BmpRhofX0jDkhkliO+hJsUHmFfiQwiR3gCYsPn61ErhvZhnJ9lI/Adds3k9rXsLKEG65bdyNT6ffAkH2BOrmvN3Y73D3vgU3MgCxSbwIHiCTqmd8JYzHaK4TcsXg4rWWa4B4zFG7IPkdnn+jrq4agIXlzVFHBs3TpTZ8+CiQtv33pXTKk4CnGdatVycVxSpYV62LEo5hndHGQdtQ9la1rVDK9Wjld4Lr/on3/zr/G+v+B4A/viXf5Rn/8gbKVuH0YZRauNrtZwaphgt/EijRNXdJVCZKBBKtHCvNYoqdn5GbSg1v/8LP9zv04/8+tvw2vZ/7xpZED/d1gVqZKHkIpcV6FFOFySxrIuqbH2ISVBd8ym3Ox+oQ+DSKnCDXuKLCas2RD/QEHnikHWsgHiuBZPKFdq1YoPWloThQKY/dSmL0njO90r1tuoXasf1yFQ3snZsGjvHF29R9KVWCwx46HjcASUyVs/ZNHPVofsYHpsmTyFNcIKkYqwfg204rqtf19S3yx0/9VYZGx+ywulQQ10vJTmjEfVmn7/t3SY3uK3Elsi3pEb880aRX1gkYrMySjVjVctYPIpb1q3w01of+ovrqnEsKse0aljULZdXciEt44W4cRvfwBC6saPv05G6xlhPdtHDMcqmJJMt6l/5sTgSXojf5vwyfjXDr2aRh6UJbYMebPXcrX5X2FSaxnIp2emV3F8ZMfwO3hHKpTz20j3SEGZjQT9izrvKYuoMG06YPXOTPM94BzUYbUQ9SvUUgRCR2n7sp3QvKFL1qr94Nz5wepj0++igbFjUYrw9rxxltJcpWxm3L2pR/Ifok+jTgVj+9DGled9cqdiQd0Kjaxnd7OqF7/4PtOfvgabGLC6hV/u9kKgLSkgjv7FF9zZgLkSea3QB0OVUFmcQHQD2RQ1dznAB/v19B3zygVnPW0yM5sKyonGey6ua8/OKqvVcXNZcXsmI/Pyi4mDdsKod915esigbpitRmd97ecl0VXPXxQXzsuHuywu5b+PYL5seBTxcH/8/Xk0aVyerxvXnmBxDHqOiS0Ts9KrILV1HS6INNUYusRKTCf/Xzx5F/IJScg7G/2slHG5JIZPxuiCZkFvhKRtNP2I38e8dd7sbj7sQRImuwBoVc9TlWJ/aMXp+gSEVk6wbr8t7bdGH3Coy4TAnA6E+JFkfehFMSshHqMkp1GBLwh60ibxooZrc/oOve/gH3XF9zsqACXAq/nSo4hfzuL9N1tMYOPOg2wyfG61MgbPAaeB6NqP1rv4m0dD232J7QN7r+AveS2oMXAd0viHHzea1U9ccwqkSiZnsCfFxPC1+c9F2SNveAkRGvgNRtrelKHCDJ9We0I+/NheGQag4X1sq5/sR2LJ2aE0/7mtcQGtF1br+30ZJQgnAIDEkQRAQhVyAutZQIRc07Q+lvNgUPRzj10u2nvZkzPQcYTnrhTqhXMYc9U1ykIeep9WVXxz0t0nzWRPqEleXhKqUfVYMIRtAPsJnQ4K2eGOlMRxNYGUkzcgm0DY9IqqzQhq5XtSUbNKe4ucAQDqIhtRRyNOWgqwET6o1tZML725hOagcrnZcXjXkRkQocpE2gCDPjQ+99LLxgVGio8dj3b9uULp/vxvk85o79P/GWj9wGfUX/5n0yc9C2VxM9JXGpSNqFyQpSsmxl/doHLFJr6PXZh5N2lXMto+pQK7lExfXXF7V1HGEPa9cj3ROq7aPZLy4rDkoG8aZZVY27C0qjFZciRZKRisWZcvBqiG1mouziskgoW49p7Zy6lYWcrnVTKuW3Gh+9lffw0/8g02eee08gyTZvAeEex0iqtkh6Cs6jrZqmcg7AAAgAElEQVSK9kuCLPrIn2wiivpgG6SPvOPNcq4qTd2HQsgLpVqxbkOforX0vk820hEUTpXqHS26pCDoBFGCJnkkUUjR/T1w/6xhW8lCId37BOqmrwU8FSaO6kMfYEE2ls8oKcA1hEzHUIxIKYmixE5Y19lnHaObj2ytkAZvgjRTQ6SZmgILoIh/d/H2Dlk08b45RwU/f1OdAk4iTd6nDz1HVxmCerr4ewdpUFvgAeBcfKxBvloPlwJOxO3Rcbs/H8/TxPdrONo4WjboaSdRU/G+Q+Rc6fbLcV07dc19w3z7q/8pKh/EFb6omn06lC/TKsY9rucyJqxF0azacpOz7Z2gnK7uFeuFVQz9mmnl0Kt9qjbEpBBPHbvOJs7UurzwbqQI4HshgCePqMSicsyrtn+OLnmk7ZGlRNBF74RvFeMG9Xib9v5PE+qS5rN34y6dw6+XvXgntA1qOBaT+MHn8Jb0XpTvmURH6lzEI7oY8tmP/zF6tC3jtdhsYnN8NhZjbiuZ12a8g946IfcdbqOKEW50Ep9GsUla9PnLwWaEdChKZ9U1g7EpNUm/zzux1zCR5uB0Ifv+7b97T+9fmBihJXSUBefjhVvLvjNa0Qbk4mlsTH0qBP2JPN69wQ2gNM/9njsfum+u0fref/spLvyHP0IPt/D3/xfM/jlUs8Y2KwZaLmtddCIcGs12TbmrUc0KvdrHLK9IE9+hx8byiYtz/vz+aT8uNhrWjROltRPEsIpJQMPUcHFecRAb1CuLmouziiuLmiuLmumq4fK8YrpqWJQiBDpYNawjJ/PirOLSsubioqaMfraH69+94VXsrWpWjWMrF4ukMp5ji9qzakIUpNGj5HXkmG4EP3KOTnL7EKEQJsXnW3T+610jm1t57CjVPbrZ8cATLUKf7vmNkua0s2ADImov9BGNTDxckON8Wgp39c/CGXQ5x133NEGqfSt0H61waFZOUatUXByyoUTF5mM5B7TF5xNxJciGuNGpPpq0Qz+f8w9/6modcsf1OcoBe0gj1SBN1wBpsjKkcXPx9oxNk7hCRt8p8CBW/kPKxufI4n1vZNPgdmjlCGkau/t2HM4hG4TzJNKIdtugkKb0+nh71zh8Po5n15yauP01G1pB97jDfgh5fN6a42bzWq1rEuZ5zqt+ho+96adxo1O9JQ/aQhJNv8uVqLrTTCyFol2SkKdEvUxrMEqLh6fSNMmA66sLnLenMc4zbVyPhPhDF71Ea7QKvQ9hx+3K44hePD0Dg8yKujU+LgQYpiIsSJw0TDRrVDEi1CVmsovvGsXrbhOKwD2flDjC4ZZwsrwT4+6tE8LXfLBK/fQtIpRyDW6+j86H+HKJSVL8esmN3/ps9I1Pp83HhEwSZ/B+c1HKpHEPndLfpHFMN5YG3yQ93xOIhu22t5xRTbSmUhqfFpLVHLzsgyDxkgADq1g7eEa25LV/92m4ENhfN+JvmIqljA+bi3fjAxqxzEm1OmTqXqObVmywot3Lydld3P6Kn3gkDrvHdf3DT035/9l77yjLsrPK83fMNc+FS1OV5VXyKmGEaUxDYxb0QC+YxgghhBFGMBgJ6KYxaxpvGivoQSBh1YAElAoBa1gDAwODnR5gWoKmWhISEiWVlKWsShMRL+KZ684588d3zr2RVRJGlZVZyopvrVjhnrnvvnvf3Wd/39775b/0c0zOnGD85KdiDi6hb3wyIR+hxtvgPcbmqK6jMyW2kY/7nomOi7BgclRr0NUh3rX88N+sOKzanok8u7vizNYIrQRgFdGuqLC6Z0FXjevBZOcDTedxMX5ztWqwMfo0t1pY05iUNF81TMuMS4uGm7dGkTn1/OQv/Cpf88VDdP0oM2ilOKi6uECRdrqObGYeGd0mxm6mRaOLgp/caGbvodf5a/fcQ2hWPXMaIrvpJNmzB6pJOJVpEQO6AFmMg+38AO7T2Rn88HcxgJe/151kwFedzLq2PnDf7HbuPPd61GSLLp+gfIcLpgfRLgRqdIyfjfuxHF6MipGuyrXCiLoOXR/yGV/33VfqUDuuf6QuIXOSm8iM4hhpa+8BSwaW0yBMXwAO4/cdhAnd5b1bFi0QQJsA4/n4HMv43GV8jATsbPzScXtOI+CyjvcFuJ0BjGYIgPyHwKbhcrZ2/bC/wcCeJsBLfNz6yG2O6/qq6xJwAnSbNw2q72xMcI0o0UHU0zC0lEyOz0c9uCRlr6cyOVmzwk9PsT508uHvQmwXDi303nIFsV/JIshsnSSPFAwZz633ZCYaMUeWwwWGTORWRreDyUWY07Xo0QS2bsDbnMXGLdjmt1lf2GdsTAScXqyObEk4cQJvLr9quq2bhNWs5qh8gsovwmEmAqL5JclXzkfCRmrxvtRdBZ7Y9hZ1fGrNBRPnwrJRH3GYsuK7+FqNktelAJOVYrSt7eAkkOJFlZYZQaVxylIamf+8cWpZtZ5pPrwfnQuoI+1IjQi5jFYYpA2sqzmqa+V5avloDk0FGyffxyPq/b8e+H/fxuat5zntPKObD8n0YF8V4phJyMdYN0Q8ojSqOhBLsbaBwz3MZEO6Br7j5s2S+31g3XTsTIsePPrI3mmtGGeG2nnGmWF/1cr7FFO7ms6zrjtcJwI8mxm61tFkhlFuaDrPtBTh0LS0OO/ZGosISMdzyzysT/N73/+1/M/f9hOS4uM8dad6lrCwYmtWdR2Z1j1DWlgBe6krMSsM3/Bln3/5A/t4zDN4Z3aePpXMBxEBuqBoncxiJssoxaBkV4CLHxW50bTeoxDhEEFARusCuZHtq6NYatU66s5x5nV/TPH0D8bYEjc7jcnGmCDJSo0LvZAxP7Jj0jxpYTRkY4xpMMtVP89+XFe3Fgi4KhnmGzcRYJaApEGAoUNA2CL+7QTSNj/PI+cbE1NZIRf3kwyt/FsRwGnj7ToEcBoEkCZm9BQyo7mHgNL0nI6BJW3jNi/fw2szDG37JXGUJf4tIMd3YjYLBBgTt+V4XvP6rusWcD73i17EPffc0ytTlWsI2QhdH8osH9LKFW9BSWQJ2WCmngBQyEqxk3n769l9yscDcnGZt10f3Zeq9YHSaLQW5XRiVcaZZpIbumiLMlVGlLJB2vVygVCsO88sj1545QxdHcocXRlzkLUlRG/EC6uO5hNewo2/+Z8kJSTL0LMt2D5Dd/JOmqAf0W68f20IwXBidAP5VFNOT6G29tH75zAnboQTt+LzqeTBo3EuUJgctKiTgy3Q1VwAYjQDPwo2G6wwVVHR3/pAG/dXpolXXwsuindMJl6O0ANVQlSlR+P72f79jHZuQ7mWSska2yNiq9xoch19U4OX7PZ2LRZAqz2o17j5JZlN9Q594gyf8QQWRXzfaMY33HueZtGwcds5ZredZfKUp2Bv3MdMt1DG4GPMZB8LCyjf4ffPS+xpMcIvD1Da8OI/6rjrlk1OTHKaUt77WWnZKjO0gpPjXBYFWoCnVopZabm0aHpVuvOBPDMcLBuKUUbwgWKU9YuJaWnJrWaUm37GE4T9bL0s+nbXlp979d286Aue37/WlGe+amWxJwp6TWYc86oVM/bCkmmx4+q8hDn4ENgq7WXnNQi7mcp7OQYPa4/VsuCRcz8lAakegOZmYFAzrXCRxZxkCpUJYHVB0cbxkM7LgkpY/MEDeNU6mf3Wmnv/1dfyYff/n6hmga4KrBUrpL0qRno62ZZ57Shiq3/TGtadx4doVN+sBWia/Al9TlzL6hAQuUDAneHyecikZp8wzDrOETCZZjATU5kYwTkiuGkRQDqKt/fx72lWcxsBnQ8B54CnEBdC8e8jBCzehIDRAmFAPQIK09nxcJY1zWUmkDtFPvbTNh6d2YTBimnOMav5RKjrFnAC7P7Q17FxxxnUzXegxzPMDbfiNs5ALsAtmJzDTpxydqsOPFxatExzyyLmpRe2pu4s/2J50IOoJBQorKZNF5OepQxkSlHGtmBmJNouhKHlJhX6i5rRQ6pRpsUjUrk2eugZKKfCwhYTQjlj4S27Vc075xXf/Dtvio/3un90fzyCsXlY/eb3voQw2ZHWdzaWuL4QRDiStjol+HTVkD0dwWbjJD0miax8BPt1bGPmRmOzmAbkusF8+oi4KJg8JqaIRyrzB3F/9uu4qsZOZX4UYLJ1Cj2TGVJSdGlKDXKdvM/Bww1PI8QgAHcsiuCj/vC36bJx37bV1YEIzOpDVLOO7HXbW4nhO4m+vOHJhPE23uY0Kme/cnzknbu9vc+i7gQUqpSCo1i1ju1RJmynCyyiITzAunGMc8N81dK0jqywaKvporBuWlimpYydnJjmrBuH84FRbsitEWbQecbjvGcRf/3nX9Z7SN7zHV99xfbZq3/1NXRBzn0Q+7ORVWwWmnUXevN3oF9wddECCQRopp+J58LIisAIpBWeafHzREs7vhcget93TxZNx9665cNu3sQ86QPiXHWB6hoyGm41rUS6hg69Wsq5VK3kPF17/OQEtB2tvQFGm+yqKSt9zG4+HqrmPSvCE8hMlUBhAmdrBBBm8XYBuIC0wB9CQGeDzHLeCnwA8NZ4uylwMyIsupVhzrNjEPA8g8EMfgQcxMfTD9uuo9uXvufxvgkgp5Z6Ym1N/PvhP7Jvjuv6qesWcP7obSO2P/gu7IkzmFueipueorOFJHKYnMbDvHJ99N66FTHKvOp4aNlwUHWcnuT9YP/vn/wEPsl4lrmmdYFMa5wTK5VMy6zmLDf9zKbWUY2uhanII5OplHzPUHhSSgm9yMAHMFFBH7JSWpndEL/XmZILBy0XV+0jcp0fbX3mt76MX//Fn8XlY5wgR2xkLwGZuYzsF9FUOmQlnbLUne/jDdMsWWl0b0HT+iM+gyZDeyf+mPF1JQGRrg7EMikCIIDs9mdQRCsmVU4I5ZRgC/wotYMNGNsD4C6qjV0IfQxgStn5pV99DV90HeWm/3Pq13711VRk5GpYDIRiiqoXMUigG6INg79sUZHcHmgr8sKSG8W/eeoJ3nRhxUPLmhtnBUZLK7l2ng1rKWzM+jaaw6Zhe5QBLVvjDOd93yafr1umowyjFWujya18GS2LNRCmU9rrWT92sm49i7pjs7AsW89WW72XV/7oymrFfu365wX6mUmJrVVAZHKR404skqSUUtjYXldakSsi2JTzPoufAUrBupUFW2kNVefItKaKi1/nA6NM8/RRRbd5J/NOZr6TqG5cjjHFRIRFNpeuxHgb1cniNb2f2XqPRb4lc7Za8d2veBXf/lVf+Jjsu+P6p1dgyDOH9w7E0uxnakE3CHg8gwDMXYTJvBUBd2cZmMeb43OcBW6Lvz+IHKvp62L8+yxu0zw+Xxu3KR7tXDqyTTkCfDUDsCTe56ihfM7Akh63z594dd0Czpv+1XPI73gm4eRtdJMTkpSirHhlxhzn3gYlgqIEEgurOTnOe1PrTGsOm47soTczOfksDmpPYUW8UhpNYTU+iI3KYSMCiUxrfJDZsBBSNvvljGYy3B5lYomSaYUJnbTybdHPV6Woy1BM2K1EBf+Kb3zRY7LfPvuFX86vveZujB58BpXvZGZTKVS7JmSjIX4z+hGm15IqBFgfiSCcmqiC1hpjc/x4O87EZT3IkaQUi27WqLZGLfdgsoWZbOHziQDfKF4KtqR2g+LYdYEQ/RPTJIFR9PY3hdEQhJ16opbTOQZ5P3Wc2dTVocy59rGX7RCBCaj6gDCK5v/tilBugtLkRpTdzzo1ZpwZ/n5vxfYoY2/dcuuk7MdLWu9p28H6x2jFRmlZNY6tcc60jECzcYxyg9WKVeOYlcJwAkzLDOcDJ6aFqLejKEcr6SCsWseZacZnfeU3Pib77fmf+zx+9lV303lZmJrUMie9LjnmMoZjL9lLpQVriP8zePCe3FgUUDuYFYq6CwQHoww6J58UyhoOolgI5LPp4+7Y4rwLrBae1sss+SzX2LhYHVlLPtqUDoHvBtFfUAQt89e+mJEbxaLx/fYe1+Ojkul6sgdKM5RbXN4+T+KefQQQ5ghbOEUYxV0EgN6GgEOLtMgVAkQfBN6NzHimqfbUwj8fb3sSAYwVw1xoEjklMVEqG/834nKPzqPgOYmZ1lxuLn9cT5y6LgHnKz/xKWS3PwN2biaUG33EofMCLpMfX5oTSx+63suHeqosJg0tascN04I38TSeajwX9FGQKhe8WUw22Sxs78uXCBEb22VWDwknWklbzWr52aZ3QlsIMX6QmqAtqmvwo00qVbBqO84dPranq2orTD7u2VpgYDWjZ2ZQtveybLyIJUSxP7CcIUhOdBkFGQoREI2t+GSGJNSKQiTlxC1AVQdwcB535pnDnGjwPeA87MDVPsaEelo/vJdpTEEp+oQoYbBdtKyBn33V3Xz5Fz6fJ1L9xk/9MC6ybB2WrF7IexrZTHz0q7WF0NHRtkpp289yEt8fz3D8rzvPqYlchg6bjju2Rn2yjkmt4QzGLnDYdBRGOgRbUdU+zg0npjnz6L05LS2jCD4BZmVG5wPj3PSqdZnnlE26uGrZLDIZ/3gMKzeKCyuHUtB0XhYwxEhKNRzjIGlDKgLiIonmfIeJs+FBaREh5mMBq4jKfRoV6QCNl1nmtIjrxVdd4NK64/yyprCmP97HmbhHhAA612TIqIruhEdS3qGatSwaTY3NSqa54aBx+BD4dz/6Sn7s31//QQjvD1UjgDF5YSbGcJNB5Z1a6iVD9GOJsJNjRM2eI23yNEO5g4DGKXAH8FrgYxA29Fx8nMP4PbGnafT+XfH574zb986HbfMEAZrT+JyJ3dcIEF4zMKTHzOYTt67LobbJbTdjTt0kLV9tekGKVoiK1BNjFOXDuojzhePcXPaVG83IGk5Pc9ro+fc5z38B40xLqzy208toSO7i3FZupB2olcyHJm9CGEzerSZG0w2KXh+kHYyxooa1hVz4yw1CVsZEo46f/ubH1kPyuV/wxeJD6qMhdCqlh/SiNHOpNCOj+rQUE1uDnQ8p/bA3tdYxYQWklYvJCbbEEXPutRYro2bJZ37Lj8rMajYi5GO6fIrTOYsjm7NoHasucPagYl51LGJW96oVj87GBTovtjVK0V/MR/axBSePxwrFlC5EJ4TYSk8iOXEaKCWlRmvxTo0WVb6UIISQiWArxOM0HdutD3z9l76AaWGY5ZaNwpLFUYnCaqa5ZZpbxplhs8w4MyuY5oaTY+E+jFbk1nDzzpin3jjjxLTgztNTbtkec3qjJLdyXiYWNKnDk8VRWiC+8AWP7ZjEC1/wuZJU1AXqTtjdLvrrprEcH9KxHqKxOyKC80OUKAj4DJHhTIuilJN+FKx3MY015aa/4htfxIVVy8VVE8d/WurOs2jkmG/jdsgb16G6RsZNotewpEW1qHqBrpeMrCLXip2RvWyhfVzXpo5+KnUIe3kJERSdjz83CIu4iQDI24GnM7S0n4wAvpph1vIEAgSn8THvY2hx7yIA8wHgXgQMjpDO0H3IPOgkPtdN8bEdl89v3hy/dhgM55On5jpu/wO8Z1X9cT2x6rpjOF/5iU/B3vxkQjaWIXmle1PwVEaDc2Lcnsf5J6t7YxIUqmcnU5qNVjKP9tKf/2VuLDyL0rIXo/YgCYJUTP2QO+dacpkLNLkWxlQBBrmYyLYIAA0hATSFt4N/ZshKOp2zaDznV489u5lKV4cC9jKxQtLNGlL+vHcDEI3pQln0FgxKkWtwEWCX2QBG27hvGi+v18bXfvSDVrUV4XCX1/7KL4lgJR+LWtcJoF80YrvT+MBB5fokmHndkUUWKB3WhRUFuydQan1kXk5xzz338LznPe+q7MtrXb/58h/A2QIbOhosHWDxMroRRVYgiwfV1WDjwRkXFX60eZlNWGohi5UQvOwXfoXSiDDuoO6YFRarxYnBxvlEow1jZC7xzKyg6jw+hGhrpJjkVhZumZyDh3WH0YpZIfPBjfPxdoZl49hfSwRmaTUb5T8n+O99r7SAWrWOzMu86kZhUamlrqWNYWJCmbTQicEDzWAHFn12g2tQSpNp2wPXy84FpOsCcMfWiO/76VdzWHd9uETy9NVBRhVCfE9aH7BZSYhRvbLxHaFtUCaTqFltUMGTGdXPkx6znNe2NhjSfdYM4h2HtLhbBCiejLfdRkDejQjIexMCDk8gDORZhjb3u+P3MwiYfCg+598CH4Ko1B9isDB6KgIwa+DtyDxnjoDHC1w+X7pE2vswANklIjC6GO9z3EI/LrjOGM4ff9oms7vuwmyflgtpFLwoJZZDrR9m/owSJtIjs2ajTKLkkspWRUV6si/qIlPZuMC9u47cKDbLjFluMUqJOXPV0Xrfg6jWC6OaqonZzU0ET52XmcIm5jl3kRmRFjEiblI5686zjobZP/ctX3FV9uVnf8lXAWInJe3s4oiSPBPWOF4NVfB9Frp4DSomme7bnCk2MM111lHZX0fjfEAuxo3k3LtbP1BYN1tKApMXRmleuR5s1l1g1Toql3Lru+hT6Pv2eh4vwpkeRheMVhS+QtcLAbXXef3m974EX85kkaAlktUocGh8Pu7ZTYyA9GCyYa42eawmBwBbCNsc6Fm8ZA90YdUxzTWzwvbODSAXsCyy/VpJnnimZfF2YpxzYpzxlBMTZoVho7RMc8M0N5ya5BiluLSUS1jylEwAdRXV7IXRfPOXfwFXo77hyz6/T02SnPXAsnHxvA+9tVHVyfndT6REtlF+9rKv/QDq03S3j58JIQzPmdKGtkeGw7pjEROXkhjLKMUsN/IYKprOI+dksIVE9gYvqWogDGezFguxesHYaibRti0zihf/yM9dlX15XI+so/OZicE8hYDInGFOcxW/ki/mFHgSAhwlGlX+9m7gHUi7/D6GWcyTCAN5J0OMZEoEOoOwpslC6QZEZHQRAZnvKQEoR4CEQkDxEmFOzyGzokfBZvLjfHhm+3E9Meq6Apzbz7wde8NthMkOfnICn4+pg7SKrI6D+SExNAGPqJgTAzfKVB9Hp5EL5CpG36UWolHCot0+ciQsmQDOIuZ+z6u298BMySadl/unKL2D2lM5z6J1LFvPonHMK8e6k5/3Ksdu5divHLtrx/3zmu97yQuv6v587hd8scztRfVv0EZmwbpa2nU2R3UNql5IzF7clwloJvWtJ0SWK0b2eThoZAGQWqSqqySub7knj+uavgVcpwhCH5jXjroLnF/WzOuOdetiqpPulemrVhTFLgw2NS4kg255bapZ9sze9VyqnIivazGhju3W1HZ1gb7NG0wu7fRiSsjHEomoDSoEQlYIK2ZznBrmdpftMEe7X7XMcgEvmdEYLYlRVsvCIi04nBemf5wZjKIfR9kobB/7mhlRX09zw0aZxW2N51jdxSjMmlFueNW3fuXV3J18z9e8kHnd9ef6btXS+sCqcT3YDIG+xd4zwynLPAl5/HBegQDVgHxeKJUWt7KYuuv0hAcP2z7+UmthMZNHZ26kHe98MqJXsiBMX8ETuhZfLYXlXO6JqKhdY/CMrHiQbpYZhT1urV+rWjMYwifF+hjp16T2eFKCLxCm8RwCBKcIgEwzlhYBp2+OX0uE9XQIA/ok4N8An4UARoMwpp8CfDJDJKZDGM43MVgipRx04mM9jUEotB+f580MKvZkNL8VX1Mysj+uJ15dN4DzJ559gvGzniN50fmIoDQuxGiwEHqTdZm1lPuMrI4RdKq/2CWw5CKrGaDPOg/IHOC5w5rffWdFEXOaj374p1q1jsOmw3lYRHC17kQdv2x9ZC4ESO2uOnarjsrJRXy/FuB5ae24f17xjv015w4fG8uXf7TS7FmIzIyTeTTVrsWYXutePGQUjCJgL6zCxBZ2aTRaDUBHFO0CQLSK6UDNGtVVrG//cILJ8bbsZzDXnadyoWeZ0wwbCMOlVUx2im1MiOKs6AeZFgajONKQok5VV/PaV73y6u7Pq1i/9nWfBdb276GNrd4mspMK+lx7hyaY/DKhWMhKOZe0xVsZreh84KB2rNtBcHdx1XBx1fL79+0xsopxnA1MZ4TVsI4OAp0XM/TCasaZYZyZ6AghAqPk02m0koXXqhFAuxLh0qpxrJuOaZk9zNf26lXVub6tLUlGrgeIATle68hy9qYIKSYW5FyKArjegirOOYe4wHJ+mDl2PvQpQwLUVWSKxVC/87IgHmVyzrkQhJVOyWm+kySyCDpVlveLRr2eY7XqOzGl0XzDf/4v12CvHhcMpumJIUyzm6kNvosAU4+wie8C/gD46/jzg4jP5rkjj7lC2un3ImAwJRal+c8R8HqkLf504JnxbxeBN8bH/UgGQdA2Qws9iYHW8bnfhLTyj1YSDe3Hbbn+l/nH9d7qupnh3LjjDAA+E+WzihndIYA1irbzEFvmEMiz6GGXibp60XjxjXTDhVQhF0rvoeqkhVZFBrLqHDeP4cGFiIcq5/Hxg/+wAR8FDaU1aAWX1l1k2sRj77CW027VOhaNXLAyrTg5zsmMxP5VnWdv3TKvO37re158Tfbrc7/gi3ntq14pnqDNarhI6gg+O2E9j6rIM63JvWOtTa/Y935gPAPDTK1S0rZX7Yqw2EfdMMx0ujjj57w4Baxa17sC1LE177wY8OsIbDOjeobMecUkk0crjcyOFr4amB/fDQrs67BUZChVMr4PwrCPoora4AEd5wtj2zwICG1c6K17XGTsEoia1wIeGwcXlw0uwPllzd6q5eQtsFdsM68dqbO+buWHZTR7T997cZEG740wd078cKs4t3lymnMQE4nOH1SsG8elRcMtO5r/43tfcrV3KQC/8m1fxfO+6+V9ZK1vPS50+CAZ7pkB4zzrFoLVGGsFVDLEhUqEbhxbYEgUWsd4ykvrlvOLmifvjFnH/Z5pSU9yIQ3thH6UBSShKNcyRx6MQofQW1wpY1DjGXgvSvWukuf2XWSaFaVVtE6h9XXDQ7zf19Ekn4CAugtIq71E2uMz4K8QMJrYzmSFNEbA4U0IY9khIIX84d8AACAASURBVDLNf6bWvIn3WTO075Nh/HPjz2nt1DF4f55E2uyruG3vrRyDB+cx4Hzi1nUBOH/i2ScoTp9Gz7bFEDyf0JoSBT2jk3KJrVZYFEbJSeNDYl1iQkq8uCbGwvuBrTRKcdhIO63uPN/zp2f5og+5mXOLmkurBuclgxlglMlM1Dv31zGZSCyTWu9xQUCO3Cewu5Z86XFmWEQfz0urhmXjWDeun1e7VuWLqYBAm+O1FeCpNLpd4bMSVR0K+6mttAltzjoMrbk0xpD2K8Rs9aTMikzL7u0fyYjBuN0oxdL7I2b6qgfoAPOqY5ob1q0ni5GiSQ2dxdQm5yHLFIVywxxd8FENv8bnI379F3+Wz37hY6v8v9r1C//TMyQO1WQSiWpynBPj8OTO4BCfLmNyTGSubRSwqKhGb/zQIk7tc+dFHJTU0eeXNQ/sVyyqlq/8/UN+5NN2ZHEVU3SqOD+9M8qYV6341dZdzFqHBw7q3q9yXrWDT23MWk/H//mDWqIwrWYWW+3XqnRcuKZ423EmlkbjTMCgR/ZdSXIG0LJoc42wygiwT/vYBxnJWTSOswdV/FmO73ndMc5ML1DMYkt9s8jItO5HgpJJvoujKNpkqLUc80EpQlOhbE6oVqjRFFyDchn4DqOMJCBlmnXrjwVEj+NyCLh7EAGbT2IAoAukdb2DAMSDeJ9k/D6JPz8NAZ1zZFbzJoTl/B+Id+ce0trXyPxnGx/zkIF13WJICkqCpqNl4+MqBJAecAw2n+h1XQDOnWfcjp5toUcTnI0iCOjV3yDzmGMTqOOMk1EiKml8oIhKdRDbExDG4bCRNlaKmuu8MG5153nrQ4c0nef8soktYwU6cGHZkBvNvOo4yAxV59mMBtarVjzvnJc0lgfjBdT5QNM5RnlMZ9GKw6pjd1Gzahy7d3/nVd+nR+t5z3sed7/mHjClqPfzMaqt8OWmqNcTY+O7vsWuoyDIReuYEIZYUFG0AwRGuUYvDgmrA6rNwMjSe3hWnaeLj9N6SZWZ113Pmm6WtjcAN/E9Lay02CVKU1gbo8WAUrlW2B3vQGl8MRGLmmu5cx+jKm84iRqJQX4aeQA55l0YUpiSB2e6TRfENsngpc0e3zcRtnlqF/qW8u66jWy/Z1G1LKqOB/crHjhsOTW21E6MyY1SGKN4aFHjgyywRPBCBE1iRqnjCMQD84rcalaNo+kc85Uo0hdVx7px3LIz4i/+8zdcq10LwN3f/lV82re+DNfKrOnuumWzzPo2uFZaZu0aT2EVI2ujYr3s40DrTizRVm0UxdXiQvHgoubiouHj7zzBqvXUnQRNmE5a6JlSlEjsJRgREUXFelpMVJ3H5GNUuUGIUaVmto1fRgjSikI+uE7a6qMTZFpGIWqljm2SHieVMsxlefNIW6FDpFWeKtkT7TCk/jwQv78REQV9MmKflPw2PwPYOQNvPyeP9QykJf+bCADt4t/ehcxmJtB4Cpnh9MiMaLJBSqr6jkf6dR7XE7ve7wHny565jdnYQk+3YtTiGLTFKnqRRPK4dEpTaGkpBaIFRGxzi0F4VPAeEZ8sYtKHDxJ7uW6FcXQ+cG6/4mV/ch/f/2nP5OKq4b5L8nGwqFqmZdaDyL1Vw6px5NFr77BqaTrPpUXDohL7l+QzaGJLrOk884OKYpQxuXa79xGVWq2hmKK7inBUcastXmnaCOpdGHKhE2uVFLguBMZGo+oFvOtNvPmWj2OTYb4zzdB6YhpUZEfHmVjrLBonkaIEpoVlnGk2i6yPE82NzHTOLIBks+M7YWqVJuQTVLMkWPGffO0v/RzP/aLHJr3patdLbynQ4w30dAsfBT8qeEZG0wXINXRBSaRlNlhwKddgbSkWOtriPBEQyfsrbKWIZRLb9u65MJv3X1wJI+k8X/fae/ndz38yB3rKXisLBK1kTETHOdvWeVpgXq370YjWB961J+fQpUXNfCU+k+vGCdisO6ajjFMb5SPmxK5FTXPLvOrYW3dsj8S+qTY+OmCAU0llDlr5y6IxXQTxq9az6gIPLWrOLxvefVBx/qDi9EbJZmlZ1IP90Th2TVoXZHREa7QemE2Qc0bmOKFygVE5k3x1gHYF2hC6BmWF2VTeEaLLhFEKa1QcSzH8p59+Nf/r/3J1HACO65FlkVnKCdIO34h/O0AYxgcZDOBnCMi8A2EsxwzgdIHkpY+RlKExgzL9Sz4Ibv0QYAofcA5O/Bb8ZSPg8q/j41XAW+J2PBkBwWlbiNvxNgRgFgi43TjyOpJRXZpPbRlAdHfkNRzX9V/v14Dzmy7usvnkZ6PyEj3ZELAZBS4dYsujgMZDrmSAXjWVrBazEnVEM5XYlfpI3NsqKqDnVcey6XrhwnzVcG6/Yv+wxvvAl/zi63nxJz8VoxUP7q9ZNY79VRsvMA3T0rKouj4p5dKioek8i3WL6zzOeVzryAqL6zzBB6r4XDv/z49d3Z36XirF+yk1tAA3csl6d8aK+tt3ODSNG8QOiT1MTGfat3k02zfz8/xG/qE868hzNZFJ9iTxhHwkGaU4v6zFEkZfbvwtRuAerQwjqymjcMWhsPVBP2dK8P0casgnkpxjS7T3/Opr7uHzPvf925vzJW99N/YpT0fPthjiqxCQDb0ZeV4dErJCxiNsDKA7ImpR6baxkkJ61Q42VLvRC/PcfsV8Lcfrcl6hreZjfvIN/NbX/kt2V9I6v7hq+hlc74fRivPR9mh/JRnr49ywH71VR9Hw/cJBzbrucJ3nztMT/vonHpsIy39u3f3tX8Vnf8dP9jZfWTRuT68tgTiQBVPvAKZg3YpA8LDpeOCgZm/d8o7dFWd3Vzy4X/HZn3pTP685NgbtA2jQHlrnLgOZrQtoC4tGugc+zqr3tmS2FLcJn0eg6Qhdi9IGclloZNWccbEpM9ZR2Jgbxct/8Vf56hd+3lXcq8eVKiAM5D7DzOQOwmJqBDQ+APw90rpOBu+aQQk+Az4Habf/VXysW4FP+AC47QMRRNsiCiHgOZ8Itz8If/ff5V8PMrCmCwR4rhBgOUfa7Q74RAQUa4b2+jre5mL8erid0nE98eqKTIcrpT5FKfUWpdTblFLf8h7+XyilXhP//5dKqTuuxPNu3DJDGY2ezAhN1SdqqK4hczFL2DXkoUG14r0oLV9p/5rQkSN2PjZIo0DU6AJ4Mi2sjA+hB5uLqu0ZSJsb8tJirOaDbpz122W0YnfRcFh1nNuvOLu7Zn/V8uZzh9x3YcnuYc2FCwuWBxVd62jWHcuDmnrdstivmF9aUS0bbrn35VdiN12x+vIvfL4wUdHm5qCJEYjIh2OyzAHZBwlgFjaxnqKkLUz88hWqXV1mabTuRDSS/AhdCP0crcytWTZKi4kJT+PMsFlYZrnl5DhnmhlRyCtFGWpsfYBez+W4SFY0vjuS317gA+xTXma6/WjrWp0T23dusXPXk9CxnR5MPvil+k7OiZSTvpbkGbpGviDuqwbVrPrFQkqKAhHD1VE4t79q2V3UrBuH94Gm6rC5wbWOtpYo0UluOGw6dGT36s6zF23DFpG5TIuz8wd1bKP7PsLysOqYlpY8MzzpzIz7Xvkfr8RuumL169/1NWyXmQjVosgtM6IW94glWON877m7asVPdtl6dtctb7m45N5zB7zh3XPufec+bz07Fy9NLUBynBmcT48px3VhNd7DopZZ8tZ71q14g9Yu0EUbt84H1sEQionE+wLkhSzQRxOwVgR7jXBhaYFhlOrPvWTvdiXqWp0Tj8fKEdA2YkgBGiEMUC+aZBDqXADegLSozyMsZ2IpT8T7lfFxDxHGcTf+ntTnH4Uo0yfAmTuBLXjLH8DZvwFmsHcB/vsfw5knwTM+RLbpHfE5bmCwWkom8AERFX0Ewnwmz1Adt+EColh/N0OkZrJ5Oq4nZj1qwKmUMsBPAp8KPAv4PKXUsx52sy8D9kIITwF+DPjBR/u8H/R/vYl8mpOfOIkqJ2L7oTR0zXARBcnnjp5zqqtRrXzp1R66OpTccDxOWRG36CPZ6kHYiEXdMc4Nu4ta5jYPahbrFu8D62XD/NKK5//4f+XWrRGnNkoKKyrpE1NhjpwP0h5M91nUVMuWatmyf2FJHZnOrvUyu7hsWR8+PkPAzi1aduMFs/OBt8/FH3ARfTKdD/1YgIkXvc6H3iIptdQDIpr4gbdvohXRXkZ8DMWgnT7BpXJpLo5eyVxE70GQWc6N0giYtYrSKMZKDK7N4mKM81v2x4Zu1nKMWDGXX3e+T5b6jZ999IzytTonPulP3kKxUZBvb4M2vfdjiHZWIaZCEc38UXoweY9WV7Joq2WfMYyXpGSgysn3Rd31HqqjXBTmXevoGkfXCEv/Ed/+B6yjUbpR8j5tFjaORXgO647N0SD+2RpnrJuORSW2R0ZrzmyVjHLDM26a8exbNh/tLnpMqrCa1olwrbCaTOs+MKJxAWsUlZNxg911x9nDhr/fXQnYfECA5uveeol33LfL/W94F1/wUbexan3fQi/s4GtbWN2zqAngzqsuzpt7ma+NYRJpkRCiLZbPRsJ2lhOJvDxqeeYabLNgMzuS0BUk9vfX7v6VR72PrtU58XgphQCtggF4TeLvKQt9jLCE2/Fn4v9uA+5ChD45wjC+C5nJfHe8nYnPcRJJCfpQBFzuIIxjixjKf0S8fb2E5Vth4yTc8lM/Dt/5V2z/yCt49kfDA2+D9UK249MRZnKJMKZPR0DmjXF7nhlfwwXEr/Ne4E+Bv0EA71bc9g9GPEJPMYDknfh6Z0f2SdofV3Lxf1yPn7oSi41/AbwthHAfgFLqbuDfIpZcqf4t8J3x59cCP6GUUiEpet6HumOcoTNLaCr0ZAO2bxLGqtyQGc1iKh+0FlQb26jB9+yW8h1BaXR1IEIjnUdBTxro973xe24191+UiLjDqqPpfN8Kb+uO4ANN3fGZzzzJa990gRPTnNxqDquOZ9w0w/nApUXDepzRdJ5JYVlMW5q6Y7lfkRXCkq7mtTzm6oAP3v+N93XXPKb1nV/9RTzvu17ORmG5c3tM50PvgZm5is6UmNARMkumAxtFVET7QKGDtGvbNaqp8X/1u0wnn8g4M302tguBEDPp06yfiUAzU4osyAfuLDe4QO/lOLKa0ojxuA0dupL3K2iDrg/jhbUUKxht5MuWNDHVyflAowN2tH0ldtM1OSe2M0M+yQneocczvMlQnQDsYDLQlg4timlthPEMAYKMGyjXyDkDwoohow/rjijaEt/JqvOx1V31i4tRZlghYq+udSit8J3nOZf+knO3fSwHjetnQE9Pc0bWsO5cFMW4Xmxz+9aotwkD2F+3nNkasW4cf/oj/+593TWPaf3ct3wFL/qBn2GWG06OM4wStwoX3S9cgI1c9WK3UaYZZ5p5LcAaoFo17J8XQc+86rhx6uPthV1OgRSgonAxzparCDrrjllumFeBNgtkOsMoMZEv8xw/OYFez2WUqGvQ1VwWHNoOpvQmJyhNaQLTXEDzKNMof0Vsuq/JOfF4Kc3A7qSZxSQEcgxzjRYBhun/GYNNUfrZIGxmHb+nlKAuPkZSoqfHaOJtk9L8JBLtvNyFmz4MuO1j4MxzANi4C972yzCaSSt9jYBbEx/XImxlF39eI2zm38efU176ibhtgcHkfYWA15SmpBiiPNM+0Ue+WrguBZ1P5LoSgPNm5JhMdZZhIfWI24QQOqXUHDkmLz78wZRSXwF8BfD0un7vH3RL56kPKpTNxO7DSy60L0Riky6cciFtBYzaAlQ8nUNUshdTYbxKMb3WMR5us7RUzjMrDAdRBDSPs2Xr1tG1juADvguEyPS8dbfizLQgM4pnnJzQusBe1fZsTm40l5aNREBazfmDivmq5dSGbEvTOc4f1GyNn8wtOx/7uLzAvugHfkaypI3mINq1vGPeRI9NQ246SWaiZV47DhuZ9zu/bPjbBw+47/ySC3trDi6t2H13zvd9nbQjj1blAiaavCfhURbbiToETo5zvA9sF+JzOsk0I6sprML6RhKL2kqYupT5nhYZQCi2e3Zn3cF+Je36HWCU51diN12Tc+LvFg0f7j3K5rj5JXTXwuZp1HofRlvgO2w+HuyhemcBe8QbMo/xlnnvYwsC7AXYCNPmfOD2kxPO7q7YigupYpShtMJkhvWioZzkvKq7i3e87iwXDmS05PaTY+6/uCK3mkXVsVo1ZIVldVBRLaUD0LUOmxm61lFOctq6Yzmv8ac/nw84/8vv0xvyWNZ3vvyXKKzuZ4cPapl/7OJceEbMYQ8wzjTGBUZWs1Vu8NG3bsJzbqKIYp2Z8bz0L86xah07oyzGskpUrAsirOrHVXygjX9rnWdehd7nNzOKgMGTDN0NRTlD10tUvezn3YPJhM3uWkLmUV1FYUtaL8LKXCv0waV/4NX/k+uKnRNHz4crsWFXo1LkJAwgKgEuGJTf7sjPIwY/zAvxewKjU4SBJD5GhjCKFxCD+Fl8rJKhbZ9a9Bs5jKZQjOHcX8GZB/5SHujc6zl4I2zsSAhbAn23xsdbIDOgjsHo3TB4d9YIGG2R2c1LDL6bicXM4n2SaCjFeSafz2Ofzuu7rgTgfE/s98MXJv+U28gfQ/gZ4GeUUn9cFMXHvbcn/YOPezoffbCi2dsjuy0aj5sc5TpCPh6AhslBrXvgGYycsiEbye+xtZQEFUbJbGDV+d7uaFrY3gswzavZzMQEo4Bznr/87k/i7ftNnFcMvbp91boobLGcPxzAwv6qZZTbaPfSMsoN5/Yrms7z4H7Vz4w+3qrupHUoLXAfW36mj7TsXOhTm3ZGis3C0E5ytkcZmVEC3E+OuW+zZLYz4tV//k6+59OfKfspfvxmRvUX0d5WR8kFeWpNn11fWiOpNnFmDuiNrnW7ltZxU6OynKBUD6wwOV0+ZdH6PsvexAjGz3n+C67Ebrom58Tf/Otn8TmLhubSRcz2KUKWy/6weWQ4I3tpbO+b2idIASEf9fOdDo0JHUoZXLQsAnpLn2lhOTev2JkWLKqW0xsFTedZt47RJCcvLD/1eR/M3fee48JBJW11rbi0ELBrtGJznPVM5mgq6cpybpW0tSOEgM00XaMoJxnBW6FQHmd1ZiqfKVpJsMGTNjO6IGEDMhMObXz9rgv9KIhYsIVe3KOQOdtvedKc31rNYos+JWiFPolIK0kEWiDvhfcS7bpuB73vvOrwHhQKHQ8rpzMm+QinDXo9H953REQZTCZjJ8DIliyiO8FnffkVWfhesXPi6PkAvNfz4fFWD38hgUeCKxe/Upu9REBYAnM6fgdpQbfxdqlVXSCWRg8gs5tN/N8SAaIHwIlGWuabp+B1r4NP/9GvgrvGcN+KX/5D+OSnwIWzAhgX8f4JLN/PIGbqEJulZCr/YHy+vXjblP2+jq+jjL+38TU0CDt6XE+cuhKA8yyyCEp1C8NoycNvc1YpZZHjc/fRPvHeffvsvvHtjJ72bGxXRVNlEe8kc2WVsqJHmzLXeUSR60ebAkpMjjpi15PAi44zU9Pc0IzlorK/apmvFXlpWc4rTGbIvCQVLRvHLLdcjEyozHPJRXWaG1bRj3N/JRfodfQZdD6wbhyz0oq9TOt4+7lDnvOl3/e4Ekl89nf8JHtVG3OvbW/R4rxY7WhSFn0ydVe9IhcyMjNhmlv21sIYn53mPLhfSQqREfukWWH72EqxlPFMC8M0GupnWi7Csm/FxsUHMfgfKYeqlqK8BmhqQlOJIjcvCfmUkBXxsemfQyVLGP2ernfvU12zc+Lg7CHBefzyEHPijIi6bEmwOZ0SN4HeuSGzMlaS9leW49D9iEGmLQQRoChUvxAo4oJsa5yxvxrY/9xqDpcNPjL+f/PgcDlxPrAzzbFaMStt79yQgOqlRUMzynrnBqUVxiqywsriLjo3nP3Ar35ciemSc0MC4ht5TLBSktJkQkcXxXRprjkg6UuZTulPgWDl73leYrIxrfO9v+zIJp9gEdAlw/xkBn8xOgFoJW4CWg0jCa33hLHwSjqDShfYopQ5Oe+E4c70sPjQVmbcbckWFW0/Tfio65qdE++P1SGgbsHQdk9/Typwg4C62ZHfYZj/rOP902P9LjKzcADkfwRPuhOedgf8jz8G/3+vONwV0PrbbxvWdQukXV4i7Ol9DEzrCQRMBqRdPkfo6frItqTtfohBpZ62/7hd/sSrKwE4/xvwVKXUk5CF1fOBh9NEvwW8EPhzJCnrD6/EXM7LnnoTL60a/OE+dEfWisGjlI4m1pqm3CRrFoNSU2kUQ1sxMAAQiPnfVtN63dvuFHEm88xWGYGih80S7wN/9KJn8I44d+ZDYDsKIXRUuccxRs5MC2rnY+KQzHXm1rBuxNC67jzTCErXdNx3fslzXvzDjwsbmOd/9yuYV8M+bqNafZwdTTcJPRN5FLyNM7Bak2lLaQ0PLWoKq5mVlhPTnD+7f5dPfdopFl5mBJMyvY3qaklzEc/BzCgUimmu0AyCilSqq2SEwjWErpV5xrzsLYKCyWnLTVaNp3KeZWRxGhf4Dy+6YvYv1+yc+KGTO7zs7x+gOH0avzzATDZAnZAUoSPetEopmqBFbJCVw+zmkS3wEXgWRvWRr+PM4OPIyawwjDLDuhWPWaBPAvr+T3smf3b/Hs4HTm2Uj/CmtVoxym3vTbszzf/J3rTLT/4mJr//Q492Vz3quvs19wBDUhmA7oR/sj6KtbSA/Nyk88T3+9hohQr0SvCU5FTMTvOZD/45bzlC3uVxpKRrPEZL23xRy2fOyXF+mTdt68Qo3sc4TB8kMlMpjdOwlQdCMYVm1XcEUAI6VbOU4IZO3ByuoE3YNTsn3l/rPTGgSUraITtRxe87CNA0CHuY8tfPIK3stwMfj4DEexHB0QfdJzMJH3snzGIbfW9XxEAz5E3YR8BiiM+1EZ/7TQhwvQ2Z7eyQuYfUw3u4t2bg2BbpuK4A4IyzNi8Gfg853l8ZQnijUuq7gdeFEH4L+HngVUqp5Nbw/Ef7vKm+4WzN3asD/GIfNd5CNWv8uKSKucJNnAW0xXRQZCLAowtgtUUFj1HSPh9nmroLaCUf6ifHMK/ER/CmzZLVOOtTT87urvnBz7qLXWPpWplnTJnI6QNfK/pUlRsmBRdXTWQhoLSaB+YVW+OMUW77VJXEHK0bx4WD6h96+VetFk0nLe18AOBJMWv0MI5QWEURXy9E5kcrtJKLct4GCiOm1tPcsFFaLi4a5lUXoz07CiuZ0VUUDAkmdGwWGXXn+0VAsiI0StqXenWIatYCOkMgeIeyuSi2te3HJxI47tyQHPV9L3nhFdtX1/qceMnf7vErd+2jZ/vYk2fE+Dsf0em8B28p8cngqb20gnNNVKaHIRAhtoHT+zvOjIi4orfmZimq81Hm2F3UnNkqecGH3sLfXljS+sDNWyXLxnF6JsxyUqin9C0gtovLf1761pXaWVegcqMGyy3oPV8lFKFDB09uS+oYatBEljgEee0pmlLCJwKhnMKtz+IZl/6Kc2c+vFeMGwJWg3bEzxUBoYtGzPXLeEJoJaBz1Sqg7dnQtGg47IQ1tVkpxu8xfUs1IrRTXQVKX9G412t9TlyPlUDdDjLP2SFJQKmehYDNB5E5zg+OXwH4C0Rp/nqA++DO+4S9LBH2ska8NRvgT+JjJPC6it/PIsBWH/lfer5jcHlc76muiCVWCOF3gN952N++/cjPFeI/+5hU9dBFsjPLflWeqvHD/J981mqM1tJGVxqrE/gQgKRUtO4x8bbKozC0meRAl9Zwfln3ytIbt0punmXsVS62HGHVyhD/DdOCedVG9sH3bbCkxBb1aeDmzZIq+g6Oc0NuBUx1PjDKBcB+5Ne/9JpG+T3/u18xxOsp1UdKlhF02tjanuZiti+eprrPjTbAyFp8UBgdok/mYIo9zS1vOH/Ix9+xQ+t1nyp0VBSxE/d5iq5M9wUB7rpZoaoDuVgGjzvci2BTQ5bLiIWx+NGmRJT6EA3sQ5+acyXrWp8Tu2++n1MbW/j1EkbiQ0shQiAV3b19gJUf2GgXhnOmdr63BUtkdTIbL43uZ5ONUhw2HS4EnnrDjHPzitOTnIeWTT93eGoiYyyjzDDLzfD+BiLb7/sOQ/Kd3F1LpnpyISis5tKq4cQ0Z904Vl/9Q9z78m96rHbfP1r33HOP7MuuImgrYxxKo6s5bnpKLNfiXDnR+9UjRvYmgI5gExQ6vvY0irJ2gXExw443KCODL+mfcs41PpAFGS+ZFhatFXvReH9v3TLNDT4QvUGlQ1BaAZwyd67JdcAqhpl2xABeN2t8PnpM9tm1PieupxohNkO3InMHCmlpN8gM55MQNtPF/30kosjajr8/DfHYfCdiCP8JDIzpsxAweiPClj4dAZFpFtMgbOoGMtu5wSBmSilHlxAGNI0EHNdxwXXiwfrFv/dmXvusDxC1pe9QrsGonEXjGGUCkgyxdeQanM7FIzLQe0VqrRhFC5OecdCaxju2R5bN0nJ+0fQX3b2V4Qf+5TZ7R1JTEmuZhcCqcWyWGatG5hJXjcN7uHmjYFELe7c9yqJ3nlgvTWKyymGcbVs3jkuLhsPq2gqIkp1LApwuqm113FEaaflBNI/2XpTQwaO8MD3KNRiTUxpF52Wm1QW4c3vMpXXL+UUt75c1zKt6SGiJAOgwMqxBVgOR6dQRuNL7alKDCkF8Wb1HlTF9yuRy8dcW57xkg7fSvv+xf/+lV32fPtb14jdc4pfuOI+9YQ+9cRLdLMlsTmdKutgmF/9ReT9cEDGL84HMCghdND4q0gWkptawC64HgT4IW1daR9U5XvRBJ3n9+YbSaE5ENwFhwrWIW7TmzCyPlmOuZ1JLa8SXs7CsWjl3Egt7cpyTGcUNE1m87a1b5nV3WYb01S6dYkG7Bu3Xg6+ptgLulZYepdIiyFGake9Yx+NXKXq7IxXfgxT/CoDN8aNNtu//C+onf7ScV3EkIteKLg6dxm+jKgAAIABJREFUex+ig4CI+DZLG22qdP9/SSwScI/VjDI5r9AGZccUvoIgYjpfSGv9SrKbx/XoaowAveSFOWNIFXJIK3sfmbFcxP+tEMDnEAa0Zsg11wg4nSEg9C3AHyJAM4UPLRDGc40A0XMIiEwCogvInGcev5+Lj5c8ROdHnitZHx0Dz+O6IklDj4cKsTWUxEJGiYdc56OSPGk1TZ7u0KtCC+XEh841mNBRGsVmoZlmmq3CoKIY5uREgOrpScHt2yMumi0OaycnVdyT6YN+kgtTk763XhJBjkYD+iBznqXV5EZzcdH0s2unN0o2xzmnNwqM1nzat77sau9SAF7wPa9Aq0GkI5nlNgIOFXPLNaNMD63FMEQkEjwqeJST1CcVxLQdYGTlPidGGTdvlOyuW0YxJaj1A6OaGE13ZN7NGrFtMVriS4NSvcF1cI6wOpTM6BBENBPb6i6IOrjqpJ2ecsKvxzp4xzkAdLsmRNujgICdzkeDfUXPNgoAh0Uj6v1Mi2F5L6KLgpdkuzMrLJtlJglPuTCRD6yicEUrSiNAMzOaWW7YHmVMC9NbXJ0YZUxzSYrS0Rh+o7DsjDLOTAtu2yx58s6YUxO53Q3TnBunBWdm8r8XfM8rrsl+fe2rfyH6yVayyEnWUr6TzxebE2whgNTkoCRpax1M/Dwa1OYuhDhCEKNg4/+CyQnZGDXd6pO8xElDPi+MVkwLw8lJzjjTPRM8zW0/cpLA5qr14merZfwltdZl7ChGX6ZxoxQGcFzXtBRDjOWEIaoSRNn9DuAvkTnLtyIG689CWts3Ihf2Jv787PgYKakoKdanSFa6B/4/hH26EWErLyFg8++B/x1Rd52I930wPo5GACfxsWpkDuIg/i35dh4LhI4r1XUDOD/nf/sNEQ7FD82UcJNHH7uAgEt8h8FHFnS4v2or8eP0HToq3q1WbBSSYANygTg5zjk5zvjkO7dZd0FSPXzod2TnYWTTjKGiicyDfPA7Lq4ayUfOTJ8R7iLjtz3OyY1mKyrix7lhlFsW0cvzWlRpTX8xE5sWE3OaNQrV+18apej1O973Fjwp/ekyv8foBKCUpJoYTT9/ltqohTV9lvSiEZ9M74WF81HZ66JiN41IqKiyDU0FNkOXE0LbyMU/Mkadl/hMkASjl379l1yDvXp16sVvuMTqTX+NXx7IsR2iiT7CWCoF6y6Nnch91jFRqPWhT3hKAMUoafsqhOnUUfFeWs2ZWcGn3CZzmKXRfSrO0RpnhlluMRqmudxmZIWlnsRORGEVo0yzM7bslJbSiAflViHm/idGhts3S+7YGnFmVl69nXm0jgptXASZwROyEb6cyfEfR3tcgLWTz6K6k2M27Vsf6MVG+ZHuik8L5FySgUb3/zdpd3dVbwAvQQfREUINLDDQj0O0cXQkEaeKGBfrJToWZNsC9MA52ILnfuH1x/i/P9UUsRoqEGbwAsIYGoZZSRBw+KGIo/5T4n1uQ9rpJ+PPNyGg8AJikzRDZj3PIsCwRphM4nMk8/bksXkK+LB4uxwBkTsI43ojQ1pQFrfXMSjj87gdV8z747je7+u6AZwAoVrKHFW9pDjyQQ6x1ZsypF0j7dZ6gWpWMm+VhufbOgpPhO0EaRdPIoOXG81WmXHYiMK5dR7nYdXJh3hh5EKulLCewqK5yKzJLOdB3fUX88Q8LBrHQWyd97ONheX0RsHOVNrrX/i9P3U1dyff9pO/yGYh4p6T44ydUoyox7nBakVpVe+/qRW9ICt5oqJtzK63wvbEspGVTFGXCcCOM8Mbzy+5cZb1TgE+Jhkl8CK51AJYrZZkG5XYmQgEVASbKssJk21paWYjHJp1Jxf+edVSd1d+dvPxVnt/ez/dQ+9ELXfRy0voZkWh5HV3XuZplSKGHojyv4lMGwiwbyJg8ohyfRzPBR/kGHdxDvb+temBzDCfK8fOZpn1s6KZFnGMzCzSs+MbhaRFTTMx85/mhs1SgOY0N2yXhp3SsFUadkaG2zcL/uPLfvGq7s/XvvoXwAzHs/IuplbJokZ1DcHmknSmbb8vE2hv4++amFfu6ZnHjQjCU2s92BI/3iZMtuVxTY6NIyQJmOdavG4Lqzg9KdgsLKPM9Gr11B0YZ8KuGkU0jo8WTWFw6Aj5pPfmPK6rXyMEvCWgeYi0xjeRmMo7EZbxRmSu8pnx58QurhFAegYBlgZhF9+FtLxvZxD1/C3iqfm2I89/H9I+fxfwXxFWs0FA5l1cngZ0Ij7PVtzuNcKUlgztfoUwnDtcJ7N7x/Wo67oCnJ/5rS9DV4fSPvUdRRyaN3gRlbgonnACJJVrZfYvZgmrZBYevKTUNCv5gI8sqQZmhebU2LJoJD3oaEqOQi4oPsiFWZg5mRO8tGq4tGp526Ulh7XjoOpYNGJlcmEprOeJKK5oIhjNjMzUjaMyvHaeH/zZV1+VffnSn/9lSitzekkkNMkNm6WNUZb0oNMoNaxitSUkr1MdGaDEdgbftwa1EnbmiPYnMlyavbXMvU6jQlkyo2U/HjZOHiPI++KRVCnV1ZKWojTkoogOJhOWKJ8QiimrThYJy8bRusBP/IcXXZV9eS3ra/9uzuEb34jbO49qYgBC1xCCpN1kWkmaTGzvNs6jkVb6ug0EBoFPCAIWdVxQJXYtN4oP3BFRyrxqexFRGY+dTOs+xi/T9AwzyGKlMNG8Px4TKct7FGdJbTzejAJcQx4aRjHZZ5wbXvQDP3NV9uWv/xdp4YfYJldd3S+ylGsjwx7tpaIbQucFsPsQWLa+B55pUaqUjJakMZPCyJgKIIxjPiLYAvOue+Xzq6vQShbBI6vZLGXuO9fCDo8zQxkXb9N+9EX3C4DGiyq+jSynjy39Wpf4YspzX/BFV2VfHtflNYpfCgF5SeWdstUnCGNYIEzlmfhzgzCTKYppSvR5ZfDfPESY0DI+7t8gYqOOYa4TBGC+HQGcFxBAeg5hL5/OkHp0EJ87RW5O4na/Kz7+KG5zYj4TK3pFMtyO6/26rivACfCZX/0tqK6mUzIXZiOzGYwV5rKVL13NUe1KWM4ERAG9noutTjTDTnGXdScMz0u++AVcXHcsG8dGIQP6686h41xc60QwtLtuqTvPucOa88uGBw9rzi9q9lctFxY1h03H/rpl1ToRYvjA/vr/Z+/NgyXL7vrOz1nulstb6tXS1dW0Wo3QBpLBRgyLB4zDs9gTYxghJCSEJIOExCIbsIExYhgsCxtBYARi2CRkJCQhCSHJMRETzMAQE8xGhGEwi4x2dTe9VFfVq7fkdrdzzvzxO+dmvkISjVUtqavfLyLjVb2XmTdv5r15fvf7+y4dq84NnoMHS1Hq7lQZe+OcSW45rj8zqFw6MNI4/ewoI4+LYblhvK5IfMD4ANcOJtLBloNgQjLMLYkymWgOqQLrvvSewxWvevkLKa0exrDAMPp1cdFMPEPV1aiulgsNED/BLIqEXB/Ra1G/p9d5KwqFPll96+9+hP6Bj6K6JXqxD76X0exGsx+vcciNHlC4PjYlfRwDN06ap3m7Fl0tO88//bZv5nKjOar76M1qxDkgNjmbYpjWB7HN0jGBx8k2EuIpryUMavrE4U00F9XV6HpGXh+xY3vOjywXo+XSo12+nIrVUcqdj8jmgHJqK9xLbW+4+BTaTRJnLTo/cDVTc5lraTZN+s7aqJCVqOkZnvOCFxG0RbdLQTmNYmQ101wazzOlZas03LlTUVjNxUnBhXHBNF64ldFRIiGsXWyGu8hzf+5zb5rn5mn9NcshivCUN94gTV2BNG2Wte1QajTvRxrEP0O4lVV8jg/Gv/n4/wJpAFeI/+YC4XtWSFMJgojm8bF/hqCjf4SkBp1FmsfUMB4iTex1To7aZwhCeh05t1Ok5k58jtvidk7r8Vu3JNKtmjl2vCfGuQGydi5IRFSw4/2wSKi+gRh5qeuZIBddIxnD0UczjQ6zoHjdm97O1cUaxRl4U5GnCbKIztqepvfMW8esjXyu6C149bjm6rFmUlpWraOKCOa0zOKYU1PlRszlkQWriFY0AG9++zt58Que96i9f29++zu5uuwprYo0gWQKHlAR0QJBxAq9Vq5bpcUBIPQDfSEtkN7kgvRA9CNUJxKFrCaavcui/B0/+UbOjTK0UmJFZW0ULRlGWUTmBrNPQVV1u4p+m5aQjURIVEzwxZhV5NpeX/WPig3S53ot7nsAe+lB9KWJeC5G+oEPgqgbDRbFLHaejVtHi25WZmQcO28cZ8dis/Qb73g7H5v5QSyUYkmnuZVjI9pPaaVEqBSRUecFJXUhxAuXNfKto3o907Exdj1qA1VU7RKlFFU2ZbuwvPy1b+CXfvDRU1a/+62/ijd5PM5Z268FL7Gp8d+JS7zyaqAluNhcSrMXJL4whEhLkIY71wrVzGUsHzzG5JFzLg4LPh/z3h//PnyzGLZtgyfYnIm1zOLLmWSG1nnu2CoH94zU1Cb6S2rinYcyE6eBVX8q6/hsVhtvqSYIIulYJwoZBLG8ijR2sF7Ab0eQx/uRpvIJSOOaI43ng0ijOAe+JD5mPz7+v4j/vxaf+37gAutEoE1OpkIa17+Iz5dskJIh/QrxAj2D2CUV8XW7+Pg9pDk9YC2COq3HT92SDeezX/H9vOOd7yIANvT4YiLq6RTlFtEV1Tey8Ppevtxdi6925X7GStOJfGH3XkaQ9xw2fPRgyW6Vcc/hivPjnM5LfnjnZYGuo3CicaJMP1x2YmYebY5Sk9n2XmyTYtTf4bJlEq2UkkH3vO7JRjkYOBuzp1v36C4OrQtMcs2q81HUofAxayKNz7PI4WtdoDSyqHak2D0rTXpUqHfZCBW5YskOZuU8HjFfV6yteUDUtfOmp7CKsyPLKNNDstE011ijhpGqjSm/yvdyAeG8oE1ZKT6ItqBXlnnrYia4elyhm6m+9Xc/wjtuP09RjVHaoExGyEqMkkZeGn35/FJgAQjqnBJtMqMHhHqUSWLU37X3cn3ydHrvh8zvhHJ23pMZw1HTDzZa0WQg8gnVmvOpGY5toxRVBs5Blis5Z5UeGi3lhaahmxmlzRll2aOOcoaslON385fRFUG5jpBV8l3ihGuZa8Vh44bmzsbvEGLDDQwTA6tF+Ka8Q9Uz+d5xfRQilQRjRei11WEe/hBUghP5fCz0FW3ZKsaEQszlW6+GlKj0TZHe9xStmRtFkcsLWXaBl33Lqcf650pNkUatRhq4DEE+k4AofaZpxA3SUN6LNIJPRBq6lAQ0Q3ibu0hj6uPfl/H/qWFM2eYBQSkN0tgaBOF08TFq429HSBO5f8M+XI+vP3l5PhSfPyGp47idltN6PNUt2XACGN/SkGFMbH60mH6rRlBN5cSoOSgtC5jShGJrQCxCNpIFLnhaJwvxf7y65OFFQ+c8+8uWzgU+drBkq7B0cfRbWEUdlejOB47rnlXbc33uOFx2PHCwkjjA1rFqJRIwNZ5JGGO04qHDju1RHlXZMppLC3ntPO/5xZ/k2a+4+ZGX73jnuzhsnGReFyZyJcEHaYATAmUip9XHm2YtFFEkyxeN1po2oic+BJatjMM9YeAI9h7qXhbnhMYsO8fvfvyAZz8hI0xGHPViL1VGTufIakzo0auZjPFdL4IHL+ph5XuCLVGuo3UhqoAf3yjOg7/3R1wqR9jZIfaOL8BNzqFsgbE5RZbTemid0EMyrWgQgC2lPh3XPefH+ZBEBNBdeiqL2gsPsJe40GUnEYub/Oam92AhM0boKQFys0bN00WUB9Cw6MRhovMBpS3GeHRMwkFpVCMRjKpZcGa0x7z1fMdPvpFf+P6bz8v9zTe/Aac0zq29MoOW2ErdLAhZFVHXZrDfCirahCGNM8jFVmn04GvrI+ppEF6tXh4QbCZm8laEbsqJs4ZcRBUw3oXZNfzRPnq8JdSDckwoJwRbUFU7VCCvw1qxPEImPT5EZDXxcCMi626c4Z/WZ7QU0tCBIIkrpPHbrORrmUbbC6T5S/Xh+HOHtS/nM5FmNUVf7iANXvLPTN/dK6Q5Tdt8KtJcJm/NBmkoZwjaOQbuQBrcxDVdfJJ9S8joNO5Dalpb1iIki6C5NX85yvO0bq26ZRvOb3z+C3n3W3+VXo8G/0DdyOmhXBsFQ618IcfmRHz0smjgbAg2pw2a1jl+52PXh/H6lXlDlYs90CQ30fLEM8oCXS/o5rVly7LzQ0RlQitd7zmqe2xu6FuHK62Q/q0eYjHndU9uNfO6o4r8xSqTVBETFfPBPTqWML0PbBdGjKERnmQydV8FTjSbQESpAl7JVW8IgT7EkXtEzSqrWEUVf7JpaZ00mz4w2EMJIrZuuled54Orkqcff4zd8R7BFtJQAqruJLLR9eh2QTA5qpnFJrPFj/fA93STC4yUOAQ4H/iR7/iWR+V9eyzU99234hf/w/vZuus6Wb1Aj6bYC5+H27oIQFFOOVfmzHoZd7sQokm45VJumUdqSBGP1S+7/7c5vuMfMm/7wWcW1iNco6RZ1UphrMZ7QUszo2J8aYjK9TW1IovIvtFq4HaWRkXHA4uK5/CmI4J1NedGObM248X/6pd48w+9/Ka9Z+99zStxSglvMhuJcCmsgw2CNiI2JEZC2hK6GpuVFMbSOi+CQwUgyGMe9y3b4DEr1605yHG/VKT6+HILFTw+eJTJ0bNrdPd+AFc3mMkEM90FQO+cQ093UOOdtVOEEnsl43pCvg5BGCgBSvOil9y89+u0/npVIFxHx19uMj/R/QKCcqaynGzSDuPPO1iP0muk2QThfG7Hv09Y80avIKjnFiIoMggqesgaDQVBWbv4es7Fx32yGMtl3P4u0lAmgMJt3Iiv/zQK8/FRt2zDCfD//t3/ht27d9i68yzTOy8wftKTsLfdiZ7soIzBZ5UombURtTpiku0PLqNWC3RRMbIZ4+kuv/8xyxfesS2q3IhKGq3wwYAPjEqz5nB6GT/WMW6uyg1XjhtpLDPD8aJFa4WOC/O8ka+MSWnZn7dMYxO6iqP11kkjtuwce1WGD/AN3/bKYT+f+y9+XqyXPOxWVkbhWTTdjibbk8IOVkM6+h2uOs9OVJ1/10ueD8ALn/88fuNd78IOdlKCDM4aj9XQ+5gMY8S+JTWmzgeMUYP3X6aF19nGGMOEoWi15mn20ex6lEkUn/fQdeK5Ockt24Vl1vS4e/8Ue+dT8OM93OQcvbI83Pagx6y8pxxJQ1sUspXtQi4CilwxUSIEO9fOUf1nN7Hpc6HO/MDPCKdQgXctoW/RzQz6VniR3rFdjFG+Z8/1hKzkSVvS7IVpjEHMCrESO9iSCEWdeIFqQDdhbbeTjoWuc5EDKvzdcS656lar6D8px0tl1XA8SQwpFN0yJldJTrmq55CXaNcSfM9kvMeZ0jLJx7z5HzydfDrCnr+E2T2PuvBE+rN30wbx593kP//Ur7yNEGCvMuRGUzZHqNUh6vAh6DvY+zxUCPhog9S6QKERrmXKTu9rEQuli1YKVN+SW8DYARFOxz6kcbqgjKqrYyNo1w4aqh9CLJRrRXSXrMW2b8N83fdiXUutCnpkIV92XqzbIr9ZJa5rt5Ix6PFD0KxwR/uoLAfv0HsXH7Vj7bQ+dSmkCVuxbr4+UaWm8vCG31V84iY1JRNdiY+7jXV60EeAv40gny0y+k556CmhyCEN5RaiYq8QlDKZuKfm8JHEA/RIgzyN9/fxd2ks//hj0z++65ZtOF+1mrH9zPOc/1tPobp0O9mdT0ZPdvA7F3Haim9ePpJxeh+Nw12Hqo/RO+dhVBPqBXq8hbclP/e1U95+n+begxWrtqfKLW1EzbZKy5VFy1Zp8T7QOImrnNW9eGzWbkBt2s6RFRKvaDNDs+oYjUT/N6/7QUhktGJSWnZGOeNcfPW2C8uZyvDSF57kW9UxorDIZOE/P84jimQ4U2XUvSPTevBBLKyMMLVSHDeOcX7SrOAbn/tcfuMdb4fg0TonBNguxMMy5c130YQ9KfNdgCbODhUMljAKqDvhauZGU/ei1g3xfpmR5sPqhHpJbKILks70rN/7OdRTvpiQT/DlNr2yw4h8QL+QJjOVi3zbIpppk1eYbgmu5X2v+2G+/nte82gccp/z9e63vBGaOcbHr3nXoptF5A9KoxNsKb9TGp8LLzEkDmUUqSjXCj3lSV/OdgaHNUOYQRe9HpPYKIuejy7+XwdBNJveDxQHo8SGKSXm1E4+P2D4KTnlkT6BeO6G+SHKZqgd0EpzbnQe+z//G5Z1i9qZEroOPzvE5A9hg8cUY0H9NuoJlQPv0atrMqafXcPPDvHLGf3VB7DnLqOf/pVoIMsKjC1FuBTRXNU3gq5v0jq6lYzDU9OpNRDoSReAcn74IIvuwFElIp15NaCTad9dAG2kyZ3tPIFl4+m8JS3ZvRNqwqLzkgBjNKNMYeyYKh+J60bwqHyCqabQCGYVFse89+dew3/33T98U46x03rkFZBPb4SMqZPF0Y0xkJsIZo4gix3SUN5YNj7XcXxcEh95pLkEOebquK3rcbspj33J2mS+ivc/iNtMxvCOdZLRIymDNMYF6wZ78/WmiM5PhfCe1q1Rt2zDeekrn8T44h6jz/8CQTnO34XPK/xoF3xcOH1Pb0qs21CcFhNC3wgCUE5wWSXop7Y8cLRk1fY4H7g+b8itxuh8sH9JUXIJjRzlhsNlh4vKc6MVVWFxmTSfs3mDzQy5FVukKsZgpp9Ga2Z1z1YpqKb4cp7cz//qn/8snRNuoyQBiffhJLdk0d9wnGW0LjDO9ODxWca/NX1g1jh+9Offwo9+54YHn7aCjuh8EDAJwsmA2IiSOQx53GsDcQaz8GTDAqKGlkE60fZG7pvQ1vT6CyeNx+3TnOpL/w5qvEM/PU+weRzTS8NZ2jUKmwTrg3KdNXok40oLtpDG4HFa9uhB4W26VhDNEIbRdFgei5go7wn5RJrROqZD2UwWwM2Rr2vpshH5/GEqexajLNdryUIXhPskX9bF9CIf3IB8gtAotosseruKal4h1AwRqaV/C7IqdJgW7x3KZvjVAuUfRF2omFz7IE1eUp3bQZVj2YDWhL5D9zXMr6NHWydelzl8UGzQXIebHRAWM3y9gL5D5SV+cYxpV3L8mEyex/th5C0Waqu1H2e3ErTTtcIDT6gs0iwEkxGMxcakooSS4nvhk4N8NoiXZzDiumCQVKCxd1yei0PGwapjEik3WVS8Z1qhtXCklx2MMnBaY2yOL7cF7cwKVEz9olw3u6f1mankp5kjDZhFGshjPnUTN0WayY5187gmpMjzjRBEcRsZo4d4/yXCyTQIJ1MhiOl+/HsS84DEXiqkKSXeJz3OsRY1pQjLT1UWQUpTDvyNdSNye1q3dt2S3zQ/++RtLr3opUz+xrPInvA0wl1fjNu6TcaxpqTPRjTB4G2JwdPnE3whpHtpOsey6MYxlpucxY/3+Gdfdo7PPzfhKPpj3nFmxDg3sdkTJCfx27YLy1ZpGeWGSWmpYjpPbvVwG41yVEQd294PjafRiu2Ieu5N5Kfw2/Qw+k616hw+CMq6W0miS7IO2spNTEdSTHIdTbWl8RXvT2kCZ637S1ZB3/jc56Jct47F27C0AUFVk7I5RSGuevFvTP5+SUjifKB2Mhr1sSHtfViP/yK62cVmeLuQcfrd9b34i0/DjfekcdBCNRhFD9DCaKbGM9KOMjQUdOj6GLM8QDdz9PIA1cwGOyzlHSEb8d6fe/whnO973Q8TTC7vST2TZqmdo5aH0jRpIxdZbSO/D16aI5tJ4xQzwp3O6U1JMDlZt+RBs8fF/gouMPhvTmOuehHPi85LvKuk30hEqffi5lBHO7HOSwM1a/rhokgpWHRCXQlp3KwtYTUH73FH+/jjfdz+ZfxH/hC//6BEmlZjOV7aGrTBL47xx9dlRN7WJ96XcOUe/PXL9Ffux+1fpr/6AGG1wM0OwDvu/63fw9//QezxZfTqALU6WodF+B7VLMTftFsJh3M1kxjK5YH8fnkAfS234FHNTC6C+lZoCe1iaPx1u5Iccys56iGvhmZw2QcqHfhAM+bHfvtDXJm38Rz0wqGNNlYgF32SWCRc6ADyPMaKxVIxxY/35PPNKq5t3c1vvul/+kwejo/LSlGRt7P2pEzI4xU+uU1QzhptXLAelRecREJT4k96TBqZr+LjVPz9PD7Hfaw9P2E9Ir8XERo9tPHcV5AGdI5wO5dI8/tXVR9fQ8YjN36fsk4wMn/FfU/rsVW3XMP5b//ek7nwt/+W5Eff8RTc7iVCVtFnI5ZeDt+EvIGgCMAwUpQmc4Qf7eLGZ9aj9l4Sip5xfsoX3rEtjWH0EqwyQ2EEYUzpPD7AonWcnxbsjHJyqzkzyWNUZc6ZSc72KOPstGB7lDEpLbmVHPUqGjWf3yo4N845P8kpzXoknuprf+B17I1yRpnhuO7poh1TbjSTXEZqSZFapii8aCmUxpkpo/2o7vmG//GGRce16Pp4MKJWKl75RtX5vPWDOXhCNDsv4/P0/C6I2XfiggIDl9R5+cI1kQOY0NlRZvgidRlfTjEPf0ji/bQdmliDZ2QCeWhl4W4WkBbwbgW+F2P/Zo5uFpj5VeFvRmsd5Vre97M/erMOuc/5+nc//SpCvZSgg76WtJp2IU1TMZL3pZpKs5MX0de0HGIOgzb4OI7uIwdx1QcWumK7MPjRLoWV4yyPxx8weNSm8IDM6OF3Oo6WM6OHmNdJYZgWdngOHX0jrWJAqnUzQ2lDWC0I9QK/WuBnh9g7noTKS7Lbn4g5dwldjTHbewAomxEWM0Lf4ZefAJeJzWloatBaEE7Arxbc/tVfgp8fisF7s4gUnBrdzDCLfeFvLue42QH++Lrcd3FIWM0x82vodoGuZ5Jl38kYW1LMFkMTOlAafD9wyYM2QzzsovMoBVdW8t6/9CvvonZ+8LJNjb1cTIry3fmYz+6DnL9aGvZB5ORa+XyDZ2/5AATPb775DTfbwal3AAAgAElEQVT70DutWAbhSCYuY4eMqvf51H6UBkEJU0b55th5c9Se+JXJiF0hSGdqKHvW5vLzjb/BGiXdHOWnUftmpe2FG7bzSKrmkTePDdKYJOP46lPf/bQeQ3XLjdSr285SPP3LIMtlkcwqQlYOi1eAGHcJdfT8SznrweayqPQ1vtyWMZfJRFQRlevPOD/howdL7o9N23Ypb6ELgd0iG5Cc7XE+2Bx1ZTb4bhot6vM8pn4kzub5rYK290xKS9s7dkaCVIIgfpnR/NDLX3hiX/Po/ak37IQ671HKDDzKKpqkty4IDy3aLKVxdmoAEhVgs77hW79LeH/Bk2tN6xUiQBcT9cTl7LyPinMVxUDyvrZBPDZt3H5qOsXoXZTuSZwUEPW6QnFhyxLqklBt0971LBadj01MtKVRSi4AQBBMW8qoMHgZbybPxugDSvCy2G9mvD+OKnQtym7st+8JWi6kvNKoaOODFgRMGs5MGpRiggqBoDRtiF6zEc1O1Ire5lzMW+73ljZGYY5zMSBPI9/Oe1Go66RVleNzmps1Ihctt5JC3pKODdAhSBPmHKHvCH2LX8wIfcvsY/dz5qufhwFUXqJGU0E3QVBNmwlPM4oFN0tPdvBzGeqFPr5PgC4qvD6Wx4JwHusFevscPqvQ8cImzI+GbQ0N68N/gZ7u4EGQ4yF9qwQdl22bD0bxdLWgmim1yJbye6VpN7Lp91c9Pmagnx1llNbQOU9h9WDoHuJYvYoXmynRa0D4lRpswxKtIsTPY1Cun9ZNrQJBA9NYesEjHyMnG6FP9rdUm9zIhG6mT7O+4Xlq1iN5OBmpmfD/T7TNze0Z5CzOeWQG7j08YsujhMxOkf1KyGx6DadCo8du3VII5zte9LexF++CLMdNzgkyFpWdibsnjQ9Y/JALbQYERfhMvtyWER7I/6vdwZ7EKPjP79zhabdtDQhD5zwXxgWZ0Zwd5VycFoJQjnPOjsSU+uKkYKfKGOWGJ5wdMykztkcZRiuecHbM9ijn7vMTpmXGE89O5L6ZYbfMMEoxyk5+VF/9z356GD0m9MgH2CkzJrmIDMo4sgaJwStiPnUZR9KVFUQWiHnp8Pd/6PUntpPGfWsDaWkMQxCeWIgNpnhpemaNqOXnrXwtbDagwMDnNEpU7iGI4CGPDUdpFdv9DD+9wIKCo0ZiFNO+WvwgHFFdI1zTbonqW1TXxCSpOEKv54Sjq4TlsXAUvYsIn6TVPB5G6+/50VcQvAO/8TUdx8E+H8uINZO8brnoKtYxjfmIYAu5cNNi8eMCzDvPqpes9WXnmbeeWcipYgZ6GY+z7UJoJJkRfqbkexu2i4xJbjk7kmaujMhnOoZHmUYpQb5Lq9fhDMm/8mh/aDa7o2Py73ytHKP5BPISpmfRoy30aAuVl5IsZjP88nidCpTeir4V4VE5xkx3UYXcPziHKqNJfjmWx567S9DzZiYopY/Nb1PjF4Kc+qVgUP3l++R5ZgeE5XzN9wxBjsN2tXZNSM1n8PhyKhGa+WgQ3mVacWXRDe+RnOMGq2FaGMqNyNkq05E+oyINBnS7lBSuDd5panZDbKiV71F9zbt/7U2P4tH4+KqkJNcImvkQMqp+NDiLm2ikZ+3bCdKIbjaYc042bT1rhHNT0PPJKqnLWx7dBmIWX08Tt9UhzefjCy64teqW+uyyi09E3/k0fF4JUgPyM0XOEfOK4xW9SebH6MGWJOiCoC1OWShybLcUlWlcbK2CUSZK8D+/Oo/jLFkwE28NDJ0T/mLidLoQGK06JrlYAJ2pMpZdQWbESmarzJgWhiPTMy0MVRxDTmPs5b/8rhcP+/kl3/2TcTE2aKWYt/1gI9Q6j/Oa3AqClKdxOMiirTSdF+Sj857CKGasVeU+BL78e36K33/dPwXgG178Mt799rfQKzs0lim1ZBljZ5KQyWhF03pyE6MJfcpMX0eEWi12MKnS+m+0IleKM5Vh7rZoGz9YyGglz5cbNXSsSWChXCuoZootDR61mkmTFSu0wlH0sfEI1eMs0dd7KEeC7voebLluMDcuyIIRIUkwOaEYo9qVcJiVjahjtLmKFIrkLgCSVnNp9mGun3kybiOitIAY16qw2qA2FexGjuGEzmc65qdrYsKVnG+qjTSA+gjfi5VT6Fv8csnVP/owd3yzglbjyykqK9bIYfDiQLFph9WexGNUOYK+R9tMEEnv0KMpoV4Kutl3hHoB0x1Ut2J12xdRfvj/HC7Awmoh92trgndC5Skq4Y4eSf6KKkpCXoI2grSn2NdNxbyPqUJZhfI9XluaIfpVJhXgaX2Q1CYk/UtQTQlnSEbzJjbrFo9qlkOYhYpip81o36S2T9tX7Sez8D6tv06lMfUjaeBudrWc5HZuop0gDeOm2Khjbbqe7rf59xvLIftlePT3b7ORTqr+03rs1i3TcL7nR1+BPnMb3krD6KvtE3F4up6hTDYQ/oMtxAetma0XYpMLx0n1GJujmwW+EBRIuTl5fYSrthlnmiefHfGh/UUccalhUcgjslBZ6CNnsvN68MjcX3bRRkgU7dPccr3uBnVvlRnKqNZOI+6f+Cf/6MS+jqKKve4dpc2GRtfFWEGQBs1EzqXqa7wt0V68/SqtybS8tpX2+JDhQ6A0JZO8H0b5qZ7zghfxtne8axjFp1SYFEkZEEP4hGom39DE95M4y4DR8pjUVIQgSGeeiSCpsiqOa/16G1H5nodA5xV5irLs6nXCkO9lnJ5GhtqAd4R6SWjiV2JRga9RW3uCcAIhq/jNX3n9CU/TW6ne+5pXErxDjbdONDd+vDdwklU8JoYxLlFJrTShGIO29E5EX4mnu+plPF47j/dCK/EB7ps8iUvdEYtiB+vBBYVRcuGllMLpGFtpGcRnmrWXq9EyWs+jG0MfGNDYIYyhXhJiA9kta86/9lcxq6OBYpF8LPG9eHXaHGwn74M2uKMbQvg2GlA93ZH7HFxBjaaCCuelnEPRDiprhfkWoopdb+8R2hrvHbQOPd7C7V9Gj6a4o33M7jlpPo/30Vt7gqhWExmxJ0s2K+LEkI8J+YhlH/CdTBW6aAEm3yMnJx3ZBq87cbUlUrZHda0c50rLeZJiONuTw9Lk1oGXv4Ws5N2/9iae8y2Pv/jXm1mfzeboxtH1jbZKyfIovUaHIKKpuUsj9qRK/0TV8shFQDezHt9ZcY/9uiVG6u/5kZcJF2u0ix/viQIzIRxKi6gEon9ebFC6FeboQVQTSf31TJSlIaC6lUTWaSOj2nYp6GcmTaoPsFsa7r8usZZ174aFwKTRllXRV1BzpjRcGFt2CsPt04In7pbcsVXyBXsjzo5z7twuuXO7FJ/NUkbw04hYJh5oqq/6vn/DpBCB0bSwcZEJcRytB+GA2jCZxntJWXJ9VMYusaGXZi8aUO+NMmlytWKrtH9JQLRp1B5i5vVaeOSGZjMzKqKbYYjwS6VYo5s6cjtN5JFOcs34+kdxPrDq0hhdBEjpaVwI9MpKyksaQ0bl7ZD6EoIs6tpIs+n92jOxHEtzsFoQnJNjY3XEe97w0zflOPxcqve+5pViB7Rz/gRvNRRjac58QvTtutHURi7UjB34nH1gaDZDRDhDYM1P9qIyv77qhM9b7TJyqw3KhpwHWUzIGseLsEn8t9EM50uuhfbhvFhl7WRxlB5H0Kl0HHUXZ89QdjP0Yl9G1M1C7us6OSaiuTkg3pqrxZrbGSsh4f7gqqCZfYeqxqgsRxWVcD4TWt6s0M2Me2//ChnVay3jeJthtvfEfi3+G0CPp3HkviI4N3BF6aKXaPQCDrbEV9v02Yh5t+bIHjee/ZUbbNekqZSx+VZhmGSaSgcqo6TJdC22W8r3nV833pt+nhg72DRhbBTaNZGSIL7Eqlvx7re/5WYchqf1OVYp6adFmsoCaUCT4GiEoFArEtP6k1d6jtM6rUdatwTCqc9ekmYzHwtSkL5ggx8QkgHR6Zth8U3KUCHut/jJnihHI+JpVkeiVA8esLLA9DXBlFit+M6veALvv7rAB8mK3ikt+cCV1IPfZPKlPFMaltE8HWDVeVF4W4VHeJTJnsgFEcj8yHe8+MS+bpVi5D6NyUHJuzKNnX2QJs1kMM4SYmWHTOb0vqiuJs9K8swK/9J5FBmZUUPE5ma96PnP4+ff/Ous+iT4kFhK50P0TwyieDfrOMPMSEqS5K9LsynpTETEJqE3mqxbUp99Ek3j6DwnkNMijudNREptVspnklUQU1SS+XZQ8voSl04OEC3CmTyOj/NSmojgb10BkTboUTlkfoesACDkExnrGr2OPtRGGngYRuoOTRPdCBJSnS4w+o2LCa0Us1bM+ps+cL12XLr+YcLtz6AnNZGaZSdJVUCMepR0IaMUde+H46B1nsKqgfOrImIZtBloMqGtCW1N9jXPwxzefyKRJ2WHD4rwLMfXC1ReEtoaPU0hf/FtKip8s8Ls3SbP3Xfochx5r17oGEU1bFPrh/i8vRw12RHRVVbBZA/TzPDNCo2ghrKjGcqYwRNUJQFSEekNNhdRo81pyKgjHzYEsRvrfOALtjVBK1Y92Ez4seKooeXCy3uh/Hgv6nNtRfWeEE3Xiv+md6iEzqbPO1rA0SdOdB1H7fZEg39at06llB/HWrm+ObbW8Xdp7fqr6hRxPK2/Tj3mEc73vf7VEd2yAx+t8/Fk0VZGrU4sc/TxFVGXHl+B4yv465fx1x/G7z+E238IszqU+62OBlRUN7FxSQbZtsQiliTWKN7433/74C+YkLiUJmIVWFdjFvuUboVeHTHuZ4z6BZVRbBWG7UILZ9NqSqOY5jamhBiO6pNRjC/4l79AaUU00LnAUSNWSGlxTohm6wPzzrPoPCsXcDoXJKWYCJe1b0Q80NUEEHQxEzRqkq+5oy/+V790YvsurFGuVClDu+49Psj4tIuK9EQdMCm6kDX/E6SB1EqRK89zXvgSQXYiwpNSinoPjZN9SebhTTC0Kkb9xQZjGL22jaBYEcVJDYMeb6GiR6MyhjCW/GmhXXh+413v+k87AD8H670/9xrU9AyUY+EoK43qOxHV+F44mkrHdJxoAB+RYEE/ewx+QKCTu0A6vhLv2CgRrHkvwrn00X7d9/4YenUk50C80BhlOvJw9ZAClRD2Kl4YiTerjmK3+GTpojGqtvVkB1WOyO56Gmb/PsLxPqqey3kNcs5vpCaBqMeVMSIA0ifpIiGijSrL5Vix2WBwH/pWLlZWC0EpmxWhbzGzh7ln8mRctYOvtvHFGDc9D1vn0TtnMRefgN49hx5vCeo5PYMaTaCoCJO9QRjkxnt0+YRW5Rw1nqPGsew8s9Yzbx3//NtfGI3je4ooxhrCDLpaEF3XrX/2tXioxgtsFT/rxOEM2Ug+Zyuff9AW+jaO80cEmwvXM9JV3vrr73yUjtDT+mxW4nje2GzCX045+myMzU/r1q1bAt5x25dkQdKWHj2klOiVaPUGxBPwzQo/izYo0W9PlWPQBjc7QNkFarKzRj7DCO16QrkV01bk970XZfW//uW3inG1CzHWT1G7ICbk0RRa9R0s9kWokZWDt2dmC6zNsZllFjytUvTes4jj6Ru5m2dHOUdNj4/JRZsj66Q8z4wehASNC4y0oo2v1Xa1LCgmR3VLgslkcVJyGFRWx9hIzXaRUdiTi/MrX/ICXvuGt8am0w/bWnYuZmjrwSqnjp6gpRWLpmTbkg252YEq02hALw/4jXe8ncMuDCk0ybBawcBT61y0RfJBRvMmJ5heIhg7JVzb/roIhBpJjNHlGFWO0EUl/M4QxG9SiwdhyAqJc5xf/XQPw8+d0paQ0NsopApZgWrnYiiujVghwTohx3UitouNHcGTac2qJyYHSSpVQra3y4wuhgYUVjON9kerXpp3c8+/J9zxDJTJIYBRGpMEe+ncUvIaSqPo4kWTUXLBmCtptNJ5HfKY2hNH3X5xTH/5PvR4ih5vobf2wDmUWg7Pr7rlmrOpDWo8PZmWBFBNIzKuJVEpKfpjAx66FlWNBxW6u/oAerrkruDpzz2JRpfSHAePauaobiyNsT0AwMfjjMiJlcz1AmxOr3O5KOw9y86z6uT9nOaGo7rnN9/8BoLrCTbHumTz1AplIPKWiZMbjB0SkNLoPNGKxNZKRceN7WiL5NYTj2SJ5fvBexVtqdpHkiVzWo+lSrnsIABAylRP1bI2gA/IyP3xm812Wje7HtMI53t//sdFIFSMBTFgndQDiL2IUmIJ0iyFv3dwFX94lf6he/CLGXiPP96Xv80OcQdXcA99XJCy2UEcP9oBaZExVh+jFTUXxpYP7y/xcSFeROW2Cj5a8HSDsbNZHWIW+2IY3S3Ri325xQZs1fvIvfT82CtPjtJ/4g1vY5QZzpTCtZzkJvK5TBQgeQ5WHUd1x1HTs4hI4byVxWzZe7pMUM6gzVokEjwGT2GEWzeKtirbpcUoePlrT5pB/+DLXkjrBMVcto6694wyeS062thk0aZlqzQUZs3hq6yisMJxLa00m2Ufm/6uRkVErDDix5iiKzdLRwWuh6E5DVkl3LS+XnM0E1pls9iArtYLr+8HX840TgzllHfdAijne974MwOPWTiuid9q481ERLNfo4ewbjx7iY5MXo1FFKyAXJDkWg12YpkRjvI0l0QtHdHQlQt0dz0Lc3QZ1dXoeiZIf+gH0YryPdbV2CDLX6alyTR48cVNYqZ8tPbTLbfw4z3c/kPic3m8L2buqwXu6gOxUezj8zvoe8z2Hqoo0ZMd9O5tcjG5USKO2lrzWOslYTnDzw4E0WxrwmohnOB6gV/McFcfwF25Hz27ylHjuLzsuVoH9hlTjy+wqs7Sn70bd+ZO3PS83LZuI+QTEQaVW8xCzrVVz6xxzBrP/rLj2rLlqO64/7jmKy/m8v0VnQNwPapr0O1CIme7WmzAumZAOXW7GPiZQWk5L2wZuejNcKGlNh0cqp11swnSZMdY25AVvPGt77j5B+lpfdaq56Q4qLjh74GT3M3TZvO0bmY9phtOX07pzz2JZciY9Qxj5M4HMUxOOcbBi2rZO/zyeO2Zd7wvCIj3+NkhYTkb4vBCW4vdSSN+eSqmi6CjOCgaybcu8MwLU/748ozCiPHyJJMFIthyGIlRL2R8lzil7Uqey5bodskkxlDCupFK9W/f9g6qTLFbWSaFxAf6KNxIcXaZFlsmian0+CBJQPPWU/eBVScNbY9Y4QRbiA2K61HNnJw+jjmladAKdquMSWF56Y//8onXc1T31M6jNQPCuSlymuT2hNI9me6n29RGX1AkOcYcPcDCjHE+UFo1cFxD4ES6UrOhlIb45ZiPBAEzOcGWqMmOjDFHU8zuefR4a7BFCkqJKCyENZJnc3At5vBBsmsfu1mH5metVNfIfva1NBgxolL17YCsJ27fwGFNgquuFgP9ZiFjVW0xeCobx+DR53Gc6Q3vR8M4FxQ703L8G6Ww1z4GR5cB4nM38pxKCy8z3ZK9VdqB2Pg6ndNicQGW3rA0FfN8B3Xl4xz8wR9x/X//LRHiJOuhiF6G5Rz6Hh+bRb+KNj95Ca4d+J7D5rJqaMgTHzJ07QmxmV8eS0KRNjJmtxmhlgbvoXnLceM5qB3XVo77jluu147rreLQ59RWGsyQj/C5JJ41LjCLF4IPLzpaJ8Kruhd6zLx1w3k5BBckwWPkoSvvBL324jSg0j6kCEvWHroS6VrJ943WgupnxXB8DBcb7XJ9AaI1qlmwlT+ml4jT+hSVeJw3Vn/DfU7rtG5WPWa/TX79ne8ilFNcEMPx1FCVUZmgY3qQWIHM8csZYTHDL2Y01/apL1/G1Q2hXgiqeXAFvzgWvtZyhju4MjSfEpO4kMWxXaHbFbpdkrk6RkUq9kYZVxYtXfQrFI7khgWJNvE1HJOSbxIxPxh7wpvyp77n5Ch9onsm2RpNOj8uOD+WuMvtUgYgyWYp8emO6k6sa3ofbYY8ChmP9srSZ6PBDF9ehKBLu6UYSudGms5pzIrfrJ/+vm/lTJWRaREs7ZQZu5WlsIrtwrJbGfYqSxH5ehKzqZlYqIxC1zOy+giz2Mf/+f8DJmdkBJl2UTBklBq8HHu/TrUB4YG2bm2f1GUjQuTFKdeBtaIUtpkkz0y217w8F79C42IddMqXFvX2e3/hJz7NI/OzV+97/asFTU+2T9HKBwTxG0Rywxi9FSFJUoLHBgWIDcccgienl8CAKIarsoRaxwuHpDKPaHaupKFtP/InmOPL8pmk1xXjGweULUY7BqAnjs+Rcygh860LPDTvWHSej7zu9Vz5o4/i6hbfxaWx7wiLGf3D94lHZ72I9kntcLGB74VOUP5lD9aQFfJeJN/NvhsuTokIql8tBOm0eTR6n+H3H+Rv6of5nY9e4/1XZtx3uOLKvGXWeg4bx/WV46jxXK8dM6eZe8v12nHcyj41vYivksjOBxHvPeeuLL6uMjpMxO+ePop6zNqsfb0Tfn1z698HW0QPzg1U00Zhpc3FAssW0rR6FycFa7sxXR/zpredopy3YjX81T6ap6Kg07qZ9ZjlcC46j1E5s6V8ua56QfU04vEohulRBKEEtfD1gubKFVzdYsqc1f4xtswJzmPKHH84p7xwFhCzZvpOUJK2Ru+chS4fvsxDtS1q9ZgCdKbK+OPLM77qzl3KxcPoqx+n+ZP/G1WOcceHuLg4drMlru0p97bIxhV6aw97+12Y6S5PnJ7n/uzcif18zy/+JA7haIrxtiMzii0tivZkidTJzm8IOzRdJ16J8l5oll2gsDEuTCmMycGsU5hUV4Ox9N5wfdWzXRgapditMl71+jefGPN/Yf0h3M7noWcPgwN1dATVFDc5h7rvT/F3/U30PX8A3sVmfob3DnvhTpYf+GOy7S2Kp34pZu8ivpwy7+GwdrQucFh3kkyTG2ZNz7SwQGDh/WAOnhvxALXRt3E7l0XUl9vSwFS7MkZUguiovhsQzhBRv2S0jbGoFnw+lozxx2oFT8jHJ0biwZZDs6G6BrJC3p9oFyZjVr/mGrs2cg2z2KTGBsdCoTUOjQSWerQydF5M/VOVVg9Z3bqo4PAyfu8u7NWPEIoxZn5VLgw2qCZ+tItqFsIdUxobPG56nkJpVNswL85wcZJR/+z30xzXKKPJpyNMWUgaUHQf0GNJFlLaiCp9w/BdhSAXGe3JiyfVN6jFgVwQxmx2lZdrCyMYjOPVWFKdQ9dizl0StFApvuuLJvzif1yIYM4Hri1btkvLxWnJYeOEGtLBVqQdJNrNNNf4ICK9PvrU5loRConDdDrHBk/wCpRBuX7gYoLD52OU69aK4mQFly4aXCtIdzHFZ+XaaxhQJicEuQhN0xjVNWt1utLo+VXc5ByTcuvTPTJP6zFapwjnad3Mesw2nPurnmluqHtBwFonXMKUwdw4T649vpjKQouoVfOdLbrZnOZwTrW3xeKh65R7WyijyeJilcqvFujoqxdMLs2ryQl5JYkki33KrYs0vRi/f91v/Rjl7pTu9vPkd38hxVf+t/R7d9GRcdg4mj5wZdHG2Ekt43GjOD/OKNpjzOI6//ilLxi2/77X/TC0C8LygCyrqPItVr1HI96I26Wl6UUhrqMPp4nK8KaXr4pCm0HoUTuPRxGCprLglKS5nCil2SkNhVUcNY5xrql7xazpee0b3soPvkzy3L/+n7yaX3zLr9NNxpRGw7Z4JwK0d3+15KJ/wd8hN2shkVYQXM3krmcMnLHuT/8vsq2zTIs5Zjxl3p60xSlMNtjnJLPwygpXtyeZx8u4vWpXYv8T02aCydZek8kiKrkNmGhJE50NsAXKWIl7fIyWr7bR9eyk3ZFrh2jIQUSU8tO1kRF6MggH4Xy6Hr06Enuf2LgO6GQmTZfNR5KvPhj0ixpd+R69OIC2ob/2EK81X8O5+VWeceESF3WOmVzgTGnEP7OZoefX4MEPygXJ/BDfnMRc7N5FtqY7+Nufyvjlr+Khb3sJ490R7WxJsTPBGKG/qHIUfTHzgT6D1jKl6Du81ijrxC5oo3S7wM0PQZsYR+lEYFSUcv4XXszdV+sLET3dEXulyRl8MUHf8//x3We3UCZyhcuRvJ8blp++mIIXg/2z1RhcT59PuDTNqON7mGJ3V16Rm1LOodQAJs9Z168pEH0jo/RNGziztrci8jiTVZzTOS4K7xRg4hheeXk+uSDzayQc5Diotj/NI/O0Tuu0TuvTHKkrpb5RKfV+pZRXSn3pp7jfPUqpP1VK/Qel1B98OttM9YMveyH3HTXM2p6ri5ZZ63AhcHXZcT0iZWgrHD2l0dVYbqMpJrOMzu3g2p6tz78DAN/1eOdFhBAXIGUzdPTQSyNYIJpMzwdrGaXgS97zarTRjG4/L/ePjateHVEYxVZumOSaC5Oci5OcMyPLJNeDgXbISu7JL53Yx+7CU1Euqd1X5KFlkomNUuLPpccnP0MQlHPZ+YELuuw8s6aXMXS3jssLrEcmKngRKARPrhnGp0kgsltZJjckEE0yTb8x2g5BGkAXkcdMq6HZDFEU1eiSfud23NZt+Mk5smd+9WBpk+uTHNJUGgjRkinTKo7TU8JTiJ6OSsRjo118McVXu5E7NyEUUzHXzsfRZHsXX22LTRSsc8OzEc9+xff/px2Q6X38LJ4Tz37Z90ouejz2ZEy+HrWmBkV1y4hoNjHalXUgQnOM7lYSjLA8ENHP8mCw2dHLAwlGqGco11KGhjI00mzCYNfj6wX/yzNeypffucN/dsc2FyY5O6Xh3MhS0Mm2I9908JK0maCifSe55jYnxLxyM7+KXh3x9O9+PtM7L1Cd20EZjSpHcsvy4VxVWS6/SzZIKWbSO8LiZJJ19+DH16Kj+Fh5P5y8htFUBEfjLfk52cHsXYQtEQKhNJx/IqESFFCNd2RkHW+JIyvPGbmzUXluItqZhH2tCzRx1K5jwlb6LEn8zOTxaayMy+PFReLjDgio0oOxfI+m8zIFcokNYsAAACAASURBVEF+BqCP7hQhmsGrEORcbGvCck6YH6GC5zkveNHNODxP67RO63Feny6H88+AZwO/9wju+7UhhC8OIXzSRfivWz/+j1/CB68teGjecGXe8IFrC47qHh/EVH3lFZ0pZYS3JZw+Pd1Bj0bosiTfGuNrGdEVO1Oy7S3Q4vVH34n9ylIMndPCoeaiME9pJroWn85sXDK+dA5lM4ov+nIZ6WUVIatwQTiWCgYBRhUbxUmuybWog7/327552Ld3v+WN4jVpi6iqrtHtionuN/wNBQncjsr11ICBpP8k1Tqsm7hkQp8oCBA5XXpthwKCWCWVuJjZaxad59W/8GvDa3zh859H5xnQyEVcNPuUte2DIJFxQyl+b0XG0o7xeUW9dzd+cYxyHdbVTHLDONNDs5sb8Tu1JuW/y/NJ2pFkwde9mGUn7lmw+UYueLZupvpm3Xx1ks+dBDR6dcQ3vOTlN+Ow/KyeE89+xfejm5k0iF20CKoXg5BmiDmsFzJuXRzK8ZzCEfpe7hPDD1S3ijzoVRT+xGaznYvtWBT/6HYZbYHkXPGzQ+7crrhrp2JvZNkuDBMLWXOMWezHxnUp0ZKxqUyuAnp7T87D8VRG5Hkpo2Ol0M/8Wnae9vkU589jb7tTLgyzfLA2C2295unCoDIP9ZLugY/iHv6LE++Xnx3ij/bprz2EP96XY7GIueexadXjLczebejtPTGI3z6P27mde7tqcLEItsBVooAPtjip/tdWxGquO/G7PojPbBaP6+Rx64MY6NvQi6uEycRHM4rjsLlQEhD+qSCZozVNpNwSWkQ+ovEqNrIe59fm/c5HX9VNSySQ7dQLUem3NV//yh+5WYfmaZ3WaT3O69MaqYcQ/hykOfls1QcennN+S6Igk8qzrDvsKGPZeRE3ZBU+H2Mv3Y176F7MrqCQ/mgfk5fopEgHQSGyfJ1KE1GXhASGiBpJclFLKKac+djv4Z7yFBnBVYKy6GqMjw1OIKF30hDWvaitd0uDUYo+wPNvzC5WIsq4Z/wk7rr+J6isxeUjVG8o85zeQ25kfD5rXVSuBzIU9J7OyUI2jykwnfOMcgNaHqOC0A5CUBFxamXhjA1Zpi2NE1GID/CR68uYHnTyGuUHXvbN/PSvvA2lJLrQB+GiiTJ9naeeG6EdWATNqntPb3N8gPvv+Apud/sEk5MrcFZJ4kUImJi1rYl2PAHqPgmMJI1olGk80Gcj8XmMiI8vp6K81ZZQ5kMzOqBOUaDSuoAtb47F8efCOZHQzNC1AzdR0pW8oFYxdSek37eN+MsiZufaGFhcB+9QZUTg59elAUs+piDj9ma2kQc+Gsaxh3/jH3Kh82wXRni2mmgT1kiTqi2+nGL8FXEVyI9FUd7W8pr6DlWUA0czmGwYEat/8F3k9/x7mSL4k80lIA3sUsz/Q1PjjsT2TOUlmBt8OL2ju/Ywfd1iyxw7mhJWC3E4mO6Ko4V3IkAb7whKXkw4cDmfv/yQjLMjPUF3q0i9aVDLowEtDUrFcXWcjsTHWJszzS2r3mP8+mJx2XnOVBYXjyG7SXcA+d6J31e+mKITQqx0pES0YDJ6o/GsvVNdCNSdePL6IBe/QSl0Xw8hAICIJ9v6ZFrXaZ3WaZ3Wp1mfKZV6AP43pdQfKqW+/WY+8Z/8/A/w4csz/uzBIzov6uyHZg0Hq56j6HFXm4pQ7eAn5zAXn4A9d0lGY9E2R+UlerQlt8mOcMFi/KEeb0WblF5QCpvjj68LIhhtjwDUaIo9dwlz7hJqtIWbnidEI20bekxEMYySsXFqzrSKTdhGvfvX3gSRH6cV+O0LG6hcg8VHXqOgi3tRMT7JxUZGtqEorCQWzVsnIqJooZTQ0ZT4oqI9TeKC6XomvqFKTOPHmR6eF+BVr3/ziddro92RC0Hy3KPJexqLyzZa2c8gPouV1YPgJPnX69URqq+pdEBFMRZIs576Nx/H6iANLYj9U9MHlr2PohYG0+tQTGRcri2hmNDrqNyOTWfn5f34puc99+YdlI+sHrVz4uu/5zX4xbGg88tjsf062hf1dqSMhNiM+YOrw/2SutvNDiSPPsvXx7c2+OPr0oC1MdGmnol7g5HEmsF54fBhALYLsfrKQxtTcFYDFzGYDPpWKAC2QE220eMtOTfHW+jtPWk2bTZEQYZcuJG6l8bS7V6CaioJPn035JuHvhtQ09DWqCyTBmp+OFiipXJH+/S1NFp93RLq5QlzeHv2oryOaoLPx/jxHkfZNn/w4CzSMsbCp4zopXLiY6qynNC1BLcxqo68WhU8qpmJaIv18QxyfKsoArz3WPjePu53QuuHBCVtReRmhBuaTOWDFXdFhSCZPojzQxIUAsO56QODaEh3K/mMlzP6h/+Cb/yZ99ycA/K0Tuu0TotHgHAqpX4HuO0T/OlVIYR/9wi381UhhAeVUueB31ZKfSCE8AlHjnHx/XbgKU3TPKIn/8MPXOWuO4TYvjcpuHtvxLVlS9N77j5TUrtAXm2jlSJs5+hiC7O4TqjGuP3LmHIk247ID4hKXeWleP3VC3ReCALjnXDLonhCLw+E6xVHb8FkkubRt7JAAmhL2wdJVPFhQCMrq2lc4Pkv+KYT+5O4hTbIgvC/Xp/w90czWdT6Gr06YlLtCjrnA72DwloWrY+KdR89OXu0EuVwaTS50RQRdSytNL64dvDcUx0DWgMMjeM9hw1dTA4ySqINN+uVL3kBv/SWXxdfzMiptFGYUFm1VsE3c2n0jMe6Hp2P8EHUuh+Y7/JUDsCJZ2QR4/fKMue49eQbC6QDCi1Z7T6KhloXwCtmrR8a1Uxb+TtrnqIFvC3jCLml0Howf3+k9Vg4J0Jb0195QCIdI1q/qdqm71CjqYhrulbiPrVfRz3mpTRMbS33AbnYmh3IVarNULaH1JRqC+0KNd+nv/tZjI0ma+eARS/2Bf2MFIaQjVBhCScuDip0onPAkBaUxF3KuwG5DiZn9YRnAVAEL4bo3gmSGffFL47FW7fdUO7AsC+pfNeTjUpc1wuPu64x25EDa2WUTTHCV9v0Wxc5qB3vv7rgv55cxaspOgoSk70TfS/vZddCHvPrIzKpuqVcpLYryTAHsm6JykaUVuG8YhUkUrR1gYuTjFnrOFMaQj6S80fpIZ4UGKgwqclEa4IR7ugQjBDkPdVIoEJK+Mr0RtSs72Ukv1oQmpr28DRl6LRO67Rubv2VDWcI4e99uhsJITwYf15RSr0X+DI+CccthPDLwC8rpf6Poii+5pE8/9nf/xk++qxXArtUueXegxW3TQtGmWF/2bM3soQAO8VERuNKo5RC5yV2ugvN6sSiGtpaEJ5kt7IdrZLypGi2gn4e3EsotgShme7i08LSd9K0JUI/sXkLPV4bKqOkcXUtmPLEvrz77W+B+ljQVKXYLiZc2ir5F++v+B++iEEQYEKPU5at3ESvzTCk/BzVgcysrZRGmaHzHhMV61uFEdQQ0O1qLTTwwt9TkdPltGXeeo6ajmmeTOfFp/Nf//JbJes5fW4QPUllm7kWI+nkRxqi2hmQhqNbikJ6vEemFTuF4eP9GZ7YXo9q6g6lNL7UbGeCvoqbjB+2ZzdoCq4PBESs5II09y6cbF5U9N3UiWsYFbnPftn3PpLDbL2vj4Fz4tmvfgPvfMnXyPG+WggnshqLijsKdFLmfKgXUI7BuSGhycdAhBBR/mQariJlhL4TAUsnKngVgiidJ3sEbaWR6hvoVuumKBsNHNKQxahK1a6PjYSymzymYeWSEgbDCFkFoVF0PjBeXWM+vo3J8f3yNysNk1/OBMGNzXLKUvdthx6NTrxPru1llF7mNHVLt6zRswPUaDpcaAZb4stt5p3nT68s+Nq9jtAWYiO2aUOUmsC+F5S0j36YbSPvb0y4CiZHdXXc10ymHFrROT8EHSTk/6B2FEboKhQTaJfgY1qU7IA0m0oPvGWnrIiOIuXEaFBBxZQueV4bLxqNb094tLqDqyw+8hH+0e986JEcZqd1Wqd1Wo+4HnVbJKXUGNAhhFn8938JvPpmb2dx3HDvg8c4H7i4U5JbPYyxOxc4N85QSuIby9EuqhgTmoX4BdrZ2gokJp/oajyID8JqLj/rJWZ7D5/JotWfuQuIo2AXm0y7jhIkeDHfbubYuCiNbA6tjNQwOd/0khsUoClJJAo3JvmIndLwzNu3UOFo4FjqZgHFGKOMIBYqYLRn3gamhaXuJd+9iAtYpvWQZZ7GdqqXbHX5oNbWKgnhbJ3n4UWLVopJIXxTGdOtLZBSveJFz+eNb33HMKpLfL1BmLOZdJMqeFS7pMhKrIajpkfrFcFmqHZFsAU6NSjllNzk5DHLHsApiwk9DYbKqpgDL/xPBcMIXyUj7ODFNqicgrPoyx8UVfRnuD5T50Roa9rjBdm4FJsf74U+EptG8aokGqM74S5Xa1sov1qI/U8cUWNPKsEHFM/kBNdC1+In59CL/XUOOgyJWwQf3/seggIlvMzUhPpov5N4kfhe4h2zSs6vmIwjEbaeh80ZKh/Ex7Nv8NceAq0F6awXtMcLlNHis5tb2uMlarY8+R55L01mZunrlnw6ws3n2L3u/2fvzeMtu6p63++Ya63dnqaqTvqOTkCJDSjSPO8VvJenXFQgMSQhSA8SCI3olY+AIEbl4wW9vIfCBUEUlS70MSigIiJPBQRJIICACZq+KqdOu7vVzPn+GHOtfU6lQqoqdarOqYzv57M/tc/a6+w91zpr1h5rzDF+Pw3OUbmpcdLltrWC24cF7NFSDSnHmtWtcs3ExnFLcoAge51lzScaiCYt1X71JZQTJG2RuZTcCQlT44O8Cpw5m7E28SQu6I0qxJvD+v+bdvM5ErO/BO1wr5fTa2r/htrUoXEoitqs5BPNzvrNJT6GYRhHg7sri3SeiNwIPBL4mIh8Im4/Q0T+Mu52KvBZEbka+DzwsRDCx+/O5x6M+/7bH7K+PGaUVyyu5yyu5+wfFaxPSm4f5poF84FR4VkvPJVrUXR3q4xOb7f+Rx0zMX7X6VHsOoU0bbT8altLXEq55xwNoIqpUHKdoalrrCBm+YpR06UqoxVksjaVo9nAB//o97XDOB9q81KUoTmll3K/3T3Oe/7LVDcvBnFuvEZbKlqxm7uTqKtPbXM530mZbSXs6mT0Wwm92P3dSbSJgyo6zNQai8U4yuaMCGmHZz7lYrwPnDrTZqaVMNNKNFsieuG88Y/fvWn8SZRySXweu5qHutw5XsMVI3VsittkMmjknhDHXDthvp3y8dXd2sFc5arTGG0W3XBJ32e8pgF+PiQt1FO6nUj0ldegOnWimT0fvbtjt7XkA/2SnQxUXzAf84SX/vZRvQ6305y4+N2fI18bUo5zipVV7fpudxoHLbzXGknnGhtH0gw3tzANTON26fTV1rF2bErb0O5qpm201nSbS5lrVjL6f4dYtxiSLArKt1T71E1VBELWjYFSDJjquZi0ojC9azKeJKmWdThVUXjmUy5mnPZ1rvTntL46H1MMRuRrQ4a37me0b5n1m26nGIwJ1R3nnc9LQuXJ+h3ytSHiXONYVOvujsrATatj3vvq5+uxxzKR4BLN1tbBdZLhsy6+MzvVdI1lB5K11GJT9HyH2l4VmtKQEGLNc7SDBdjTTahqu16Y1tVWRWPVWpfvSDlutHVdrBcHmprtmVRvxFw51pvAMld5qqwLnT6j/7ieZ33q20fnAjQMw9jA3e1S/zDw4YNsvxl4XHx+HfBDd+dzDpV7fe0trJ36P2mljpVhzmwnZWlc0MsSlscljpRe5hiXAdDlq078Uqv9hTe5bYB29aYtbaiYjAm7TtEMXGzg0SAtxCX0eDpjNy1pS0Xna4mZxtFHA7zzn/OS5nM++Mf/Z+qxDiDqiOPChJYvuf+e03n+69+OlCv6MrokJ8UY155BJHZrh0DutJ5xvh1r0WQqb5RI/EIbxxqt4GO38fo0yxm//F/6v9/B6bOaQXEbmpQkZkpbifC2P3svz32q1qA+8ykX8/4rrmiExusmEV1CHKprjYh60gM+LuPLZB1pzTTZGL+0NwZCqoUq7W7jhEJs+AlZe9o8kbboSdQSdXVZQwx6y7H+3gY9Sjdexw9XOf/Vbz4al90mttuceM7fX8fb/su9yfod/GAtns/ookWhoubFtMnFtTpIkugScJo1WT5JEkKySzP3tYRW2oFyDElGWF+GuZM0CKpy7cxu9bTcJAR8u99ca4AGSBs8vOtlYb1pE/2Mur7We0Krpw1hSRpXC4SWEzUf8EFdpgba6Z4vrzJeXGWyvKZBpvdkvQ6SOCbLmzuvJ0vr+KIg7XdJshSXOFwrIxSFdvhnXYJLWR9V3LQ60XlaTvQaDB4yN70JrJvvNgR/tRuQ1rn66TlI9DxqQJ2iZ9kBauIAocnYpwKLo4pT+npOJa9LVHQ+1eccYn1ylZMmLbz6+1L6EOuxaW5kmzlR5U0GmfGAp1311a28HA3DuAezY52G7oyiqGhFJ5rl2DjkNkjU5D5KEXnRzBiOdmeOKuvgxmsqMzJaUWu/cgKsRCeTPm6PdovfmJ7KWaPbmiyeZkH602WtWvC5ptaBzEfaue5LzrvsFZvGXQd8G5flJS7XAbSGi/zQqbv46I0VTzg5LgvGLx3xJS2XkuCZaSXN8VZBaxqdRFmmKKwuk3X9vcm61uXVTkyJa0oBrrl9wmmzLTKn3eASG3NcDDo9oQk8N/KkCy/ULnsgtLq44ZIGJWWJj/WBwSWQabe4G6/hXUrS6rG7k3D6bJsPFw/mvPyL2rRSFiqbM+NgFIPk9jRYCUms84sWfq7QgEKKIZS5StWIQ8br2qk80G7savHWu3+x7RDGiyvkawN15plfIBS6XCy9WcJkpDWaoAoN3Vlt5GmljTUm0c0miExLRmKwL3mCG69oNnDPmXozUTf/+JJAm6o7T+GhItDdEHRKlU9XA5I0Gilo1o4iNtaIa9ygtCkNchyF942l46gMzGddDZrLnMnyOvnagMmylsKU4xyfl7hWegf5q8nyGq25PqHyhMTTO22BajzBzVT4wSpJVYBLGZU5Tz07xyez2sAUs+ehM6flAO3ZJpDUjGF76uyUD5vjq+tVQ9abZm3jsQEkTghBs5OtRG/yygBnzWbkPkRpsSniKw3q85HKgPlp+UjLbVB5KMeard6gRyvFWMsk1vYyXPgeOgvnHJXrzTAM42CccAHnns++gdbFr2mCznbq2Ls24ZR+i/VJRSdNaKVxWVg0CJtUgU7w+N5u3GCxWTqX0arKmHSy6FiSIlXB2aP/1IDGpYRWdKuJjkYhbasmoUt1ySoS2rP4Wv+xtblu8MN/8FtaI+c1GyqDRUJrBhmt4oeriEtIZndz0kKXHzhlhmpmlmT5Jmil0S85U9c7SaPkkNaudp2LQumQptq0JM0y+rj5cpTorU0SM7fFiF3dObqpa5bJXVzGTB0xcNXzVvrAO9/9Pp5+yUXTY2319L2HS3qO1vZH28Esytck2qjVm59mVdEO93aqVpjV0l78aEAyu1s7o51DXKLNXWWu9oFA6KRQxlKA0ZK+UazZdMVIu2+X9lINVqkWb9W6xuXVe1Qm50VfX+K3OoWaG6wN6ZxxBqHMIB9vquek1Y4lIfEarmuRa2HwtKOZSphmxbMO5APklHsh+QDfmY8ORkGb6FyKBE8ijpYTci+0YuNXmXRIfEnIOhr8wPRGz6WN0oPeCPYR0WujFkhP4k1UPxHcyho+Nv4lrZRqnFOOc/L1guADSVbS2d2jGGzuWi8GY7J+hyIvgC7VeEI6Nz9Vq6jyKNAeCGk6nTu11WTtT57pUnkpKSQdUom1qNJXO1DRpiuqUn3N4zlEHGWgkSyqReBBazBBmv+kP/MfKzzirDk6SZd2IuqFXgez0GjO6i9Hzdl4E4z305pqYnd7lLPCpfRu/ybnvfDXjuJVZxiGsZkTLuAEOH1Xh1FecfouDez6LdWi3NPNGJcVmUtVxzKLzSVOCNLRL1DQL9PxGrR7TWd6NXOyLj3lA5LBYiPZUi8BHpjZdJOBZvJi4wOAVPra+c+6bNN4N4ouSzHSZqXRrfolssGm0I2WuNf8mVy/UvA9aatZqq8D5DRf1xq3tNPUMbbrIq4q12BzQ9NOvbQfEs02Sj7AZ12+2b43M4nDiUqo1A2xPnYIC+qQUmtp+rChMwF40kUX8/73vRfQL7amuz8GBCEG4k2gG6k1Cec7GVed/jh+6ktv1eatVRWhrgX7iefFBXVKkXK8ySlJ8nXIJ9qtPBlR3nYDYTxgeOsi46U1Rvs22xveE8gHBTf/4zc47aHfQ9bbD96T9ua0bKHVUS3LrNeUKmjN5Yx2U7d6TUMdUmuyRvmuWqqo1Z+aIxywfK7XaEs7poUma5+Ii2UQaXPzg580v+N8qV3mLtFSCKeLzhV6s1h3YVdOyE97ENnqIpK2cFlKZ2FeazGrJSQRXOKQA0wLANq7Z/CxrjNpaeNQdkp/0z6JwPfLrYRkLio5lM0NZrMqAUxCAkH1LvVYM1IRyOJNaQiQtlXaywdaicoTqbGB3sj5MC2sr9A5t5br0vpj7rOLlUnFug9UwdFL9Ea3voms9UAba9N8OM26VsW0zEUcgp5nbRx0TSBqGIaxVRwr4fdjyrVv+VUeeNoclQ900oTKw0wrYa123fGBbqo1YHX2TnJdppZKC+lD1lVh56RFNXc6odXngqc+i3T11tgx24qd2OMmiKu/GClz/c+/nGi2yKVIVer7uc1OJx962xtiFnAJv3I7fjRQi721ZfzSPqqlvZS3fIdqaS+y7z9wg0VmWo7zn/OSaYd5mSNlHi0ddVyJj0LrVa71mrXsEWz+t/ZhjvVc51/6K/QyRzuVRoezHW0la0vOTuoaoffa8/mtf/qeTcdVERuo2n3IotRUlOHBe23CmkxrZfEl7fieddPTJR/4koqTjwZQFrocPhnh15bw44GKag+XCcNVDZjH67C6l7C+QrWyqOfuthtY/eZ13Ph3X+KGv7+WG/7+3/jlGw9Ny/JE4vKkx/L1y+y75noWr72e8a2a7a3diEJsjvHtWW2iyzqUOAauy6gKrFeOlQKWJ55R6RmWgWElXPDUZ8WGuyib5CsNHOvuc6+uQmmlXuyNJmqpN0D4uLRb5lN5IV9On1d5lNYa4wONRUJ96ScizQ3Peb/2+2pdm6Vkfb3J6Z0yT2u2R++0PbR3zdBZmNt0Xtq7Zsn6XVpzfbLZHmmnhV9fbupcAS688MJoJzkNypqla5cS0ha5tBiVgUHhmVSqjDEqPcvjSs9X4RlXgXH0Si+jt3kexTJFJJoa1E1DsqkUqJXoDeTznvbkxn99vYTKqSC+jyYTOrZKG+SKkWaL4w1ebcNLlccl9aHeEA5XeOIv/tYRX1t3hYg8SUSuFREvIndq4yoi3xGRr4jIl0XkX7ZsQIZhHBdOyAwnwEm9jN3dlF6mNZsrk5JT+gmT0jf2jKMyMNuqs5Oqjef7C9pJHgWqQ9rBd+epcHzkdb+CHw2QWPNWZzilygkxexhaXYI4lS1yaeOO4ls9Cg9POdDCMiKtjrrBDNa0QzYf49eW1XIzfvElJ5+J3PAVTl84i3e99wr2TipO7ifNl3rdTNDI0IhDqrhkGZ2Sau9wqhJ/47+RnHYvxFdUa0u4Tp/Xve1dTV1mFus/E9QdKMRjzaVFEq0rR6W6/NQdtTUXX3ShaoqOVnRs/Tn84i3aBd3qELxrhLHrjuSyVNH2XqZ/pxf+7tsJX3s3+Ao/GZF0erj+Ar7ulB4PtGvaOfziLYRKNSX9QJ1z8v3LjBdX2XfN9ez9yl5uvnWg0jIP33XUr7edwHf+Y4V8vaAY5BSDMeIc3XvdB4BkXrPPDghVQdFbiEu66uRUhcB1+8ecM99uMnEzLaflILEjXUtKMr2hCD5qoFYQVw4kpbHBBFQaLDbO1NdmrY1ae4WLL/H9BXBpo005jnXZLjry+ACdFD74jjfh9v476U3fIXjP/PecictSirUhLot1pYmDq/c156Q12yNppfjKk2QpycxsM/eShdMIWY+P/P7lhGKCb3WjXFkteVbrX7aYFBo85pXHx/NYaE8RVYiGD/H/ndphSwTmu45hJeTekzmhCnpuQwiMS9/Ura5MKgS44oor+OR1y9x3d48qqBtZlgjdtEUWPD6JddPi9CY6balzWDGEWm+1rs0dD6CXEmZP3sKrDoCvAucDbz2EfX8ihHD7Fo/HMIzjwAkbcP7Zr13Ky/7fP6aoAvOdlJm2dqg7UTmVWqh8UgVS59TJJkm1y7OfIsWYSTbDel4xGnjO+c7fUiztJT3zfptkj5pMDMRsYgmtvj4PXr/Ak4zQ6vHZGza7d3zg3X9KGK9B8PhxzOKNB/jBKpK2qNbXkMTh+nONi0p62jmwspde8CzP3I+9w4rZdkLiIcl6TZNBFperQ5JqYFzlkGlzQch6uMk+5OzvI6zubaRu/mxwb/7bKY6ZTDVM01AC2gkfkhQXa8GSrEWFsJ57Eqdi0oPC86Y/eQ+XPePJ0wOMmVefdXHri0hvthET19dLaGsdnAq5AxXMtlPm2lEH9L8+hzOu+XATBISywNXvA+ArqsVbcb1ZqsVbqVYWWb/pdqrxhLX/3Mv+by9y09cX+eZ6zg2jkpt+5geO9qW2Y/jQj92f7/v4tZyzd8C5910jXxuy69ZFZs85lXTPSWrNunA61cK9aC3fQDp7MmXSQcQxKjz3X+iSVyovtqeb0ksFP3PytC6wlvlxvlFqEF/FoFLnVMg62uQVNSApx1rKEp2lpBjr70Bcqu/GjGemGc6gtZsa3KntKqA1k2kbZvbQe9QTqW79DmG4Bs7R9Z709HurkHunD3/5teaczDzsx9V1qdPHry1pxjV6uJf3ewTlZ99Deub9kP4uxCWIr1Qv9IASA0Gv17yumXZ1cx2MC08rEQaFJ3NT1YhEhJUCElF3rtrSwFiuaQAAIABJREFUEjSwrmLtaB34J05YGlfcb0+Pz9+4wplzbU6f7bCrnQCewrXputA0MCJuGmz6Um/wYgDvBouE/m58Z5afe/aLtvS6CyF8HabHbRjGPZMTNuAEeN1LnnnU3utDr36ueir3d+Hb/c3uKHE5UEq1iWQy7aAOIvplC/yfX3lO837ved8VMFnVLEQ+JkzGuNldU8maqsJ1OtpoE5eiJWuBS3DdPlXaVu3ND7wWlziSXo9kfoHy9ls0KG11SBei++LsSZp5jd30ZdZjmM5yy3pJtnA2Ac0S3fS12+hlKnckseYT0KXSKgrjpy0SVHy77lwfl4FJ5ckr4ff/5N286BmXAHDB056jWafxGrQ6uNryzyV6TFk8P2k71vWlZE6X8H2AxDl2dRIueMP7j/wPN7frHpvRPBhff+y5fB34BMAS8C+36OMIeP8VV6isT01dtxmF3NUzve7a3qDcEJtdQtrSWudEhf4lvhaSTFcLUpUp0wa8CUmrp1nAWi3BaQA600qoAmSllkpc37sf3Qfen5nM0XaBZPUWGK8h+fgO6gSu09cbrnYPWTibm9qn00kc+8clX/zGfi4oCqrFW0m7M03ZiZTj6Fuu9ZOFD4xKDQpLryU6kzKQOg1CW9FOVm1WBRcCiYvNcR6yaHWbiMoYAazkFXkVCCHgUbOFceWpvLCnk/DhyzfXgZ8gBOCTIhKAt0aHrTuw0er1WA7OMIy7xwlZw7kVnH/523AP+FF1PolLwPhaqDqddqHWgu35CJmsq3h5PuJJF1646f1Sn+PygQo3J4k6wYy0LpE0I5Q51XC4yf9aOj3CRJuKpCqY/cQb6ZxzH7JTziBZOI3kBx9N+4EPIVk4jfTsB8DcKYRdp+P7C/j+Ann/ZIZJl2HpGRWaOalCYD2vGBYVjzxnN93URdH1gdbO5QNkMph6W4vT+sxYN1f40DyvgtanbeTnnnWZBrtRBoboauO6fV0mzQdac1aVdFIVbm+n0thkPu3JF2FsT5504YWkyzc2jVtAYyCgS7ojbb6ryzhg+pqvtOwkeDUEKDd0qde+6aD7xkA2iGtkg2oCmgVMqzFutMK32vdhvpOw0EnolGoaIJMBYW2/6nSOB5uOwa8v41cXCSv7cJM1zl75Bnv8GmfNtnj4WfP80wMuUHWDwSrJaHlq2BC7vydpT5uX4picRBF3J6xOSqoQGJUVo8I3gajWcsZGpQ3lK+uFb+o9NcM5DTZXxiXrE838Pu9pT2a7ISJ/IyJfPcjjCYfxNj8WQvhh4H8Al4nIjx9spxDCH4YQHgp88WiM3TCMY4MFnIfB+c99KZO5M6MzUTa14qs91PMRUox0GWuyilSFPh/fcSm99oh245Vp84+felm7bp901x59/yJHOtH1xSWE3i7Ou+wVJLtPxs3s0mBz9ynI0k24uQXcrlMIWU/H2d2lricbygDqWrO5dkII+raT0jOuPBdfdKHaP6ZtZLyqX9j5MDaDjJBi3EglhaDLgoXXL9mi0gD2QAeiqeZgB9JU9RKTjODSZnkyRAeZVmxU6meOFz/zki35OxpHjye+6NXafJL1ps1oaYuQtjX7GU0EgKkrV5VPvdGrPBonpLF+s4qrBePmeZ1ZdOUYQWsffbz2ajMDypzzLnsFZ8ykzGSuaTZKVm+NtrXarBYmm7uxy703US3eSnnbf1Ld9O8aAK/vozO4jXN6gfvs7nDROz5Fte+mxuq21q2lzAlBtTFjgQchQFF5hrnuOyn12IdFxeq4It/gdOSQ5gbNUxsraNbWE6JecGBYxPpaBy999lOO2t/uaBJCeEwI4fsP8vjoYbzHzfHfvah5wsO2aryGYRx7LOA8TG5YLdg3ESbZDKEzR9VfIHRmmyA0ZFONzTprc/7zfnnzm9T6nGWuTiQh4Dp9FeAuC1x/TuVd+rNImpHML2hQeerZyDnn4nu7ef9Lzt/kAiOtjv4crfOCCI0vukspvDZbhEDj6ONigNePS5KJwFN/6y2aeRwtRScl7XR1dfNPCODLDfZ50ElVAH625WIAekCW8+nP1caeziwSAtXMSeocFCWZiJql4ku6qTDTcndoQjK2L26w2GTA60ym6lOmzfUXXNoEl1KoK49U0850dYQaNt3TzbboU068qSu9NqjVjzSWYLjhEn/6nvdR+KBBaV0OUnu4lwWhzHH92U1j96uLFLfdpOoQ68v41f24fEAyXCIZLLLQTXnbn72X4be+TrW0t1lSl1g2UJspVF6bhAI6z8aVb+aB99ObsVrZAbQkIHWaySyjlFLpYVJpxnRUeur4dGVScCIjIn0Rma2fAz+JNhsZhnGCYAHnYfKy5z6FYaFyJ8NSa7ekmKgHeggqhRQDM79ye6OvWfPBP3mr7ldLFQWvjjpel9KTU8/W+s35BQBcf04D0FYH5k7B9xeo/vFDpKffG7f7ZJJTz1aHmPlTCL1dTWe91s9pLdxGOZdadqibuandHUQppISZdsoH/7MkWb8dKYa4IrodRV93KYbNF2071Wxk7dGe+2m3+pvfuVkmCbTjuJw7TRuXXNLokwJRh1EzWInIJiF5Y3vzxJdcrlnqrNtk1iUK9Nd2r24yUPWG4ZIGdKPlRuXBT0bqxZ5P1AI1hEZ6zHdm9X1dovNKJNY20jzwJevz6pLTTbWJJ2SdppM8ZD1cb1b94eO8qpFOX60so9C7X1lUGa7JEJkM6ExWmG05yif/GtXirfjV/fFGbNIs+zsRwoZAspM6Oonb0JUel89FyJxrgsi80iAzrwIbb698FIL3QWtA1/KKdprwm5c9/ej/8Y4BInKeiNwIPBL4mIh8Im4/Q0T+Mu52KvBZEbka+DzwsRDCx4/PiA3D2Aos4DwC9g7yRkOvnYg2vrg0LqNrbaafjJBWZ5O+3Yff9FrNFJbardt4r7e7ajWYtlTQfHaX1jn25pDeLNLpkZ50OuXCvbm5aJHd91zNgM7pkjsdrYdsGjZqau3NqqRFST9ztBPXZBADKuw+03Ls6qR0EseeTsY5810Ngofr2uSTj6eZq+BxwyXSUNKJWSbQJcVe5prMUwjw9j9/bzOU85/7UnVPis4mUq/l15TTzFhnvHS0/2TGFiO+JLRn9CaimnZw1+UmlKrDqU1BWlIh64uEwWoj+xXKAspSg0uReKOjDjm1lFLLaVCZRnWEViK48RqVD5ttVmvZoqB2jgfWbja75WOtK46NenivLleri1pfXAzJRkv0UsfklhtVF3agJTJusEhWjTXTGrOtnXRqK1sF1eMcx2X1tbxsgs+65rPy2ibkRJosaBlrQgXIEkdRefwBqwY7iRDCh0MIZ4UQ2iGEU0MIPxW33xxCeFx8fl0I4Yfi49wQwm8f31EbhnG0sYDzCHjdS57JTasTRqUW+dfZFD9zsn6ZukRljfbdtOn3xJf6RVqM43OnS4XikCQhdGY0+Ozvws3sQvqzJAun4eYXqLq7WJwEzln5mjYDdefUESbraf1bHRAmLXWLcanWzG3wtXblmJbTL7KZTOWP6mVJgPlOSpYI63nJX4UHNOP3w1XC6qJmn6I7kRRj9XV2upyeOaGT6PtlTfZz83mT8WojUh2ytvpQ1wFJdJspJeXnnvG8LfvbGVvD+c99KZMoEF+0ZrS8JG1FNynRkomymNZnVkWjoQoa+IXxoFF8CFkP3+o3mpd1RnFS1cvSqmQggO/MUgWm8kH4qTB7kjaNPpK17lDDKa2OqjD0ZpEkjsdXhCKnWltCxmuNkULn4pdR3vId1eLN12NT3Sjayaozl2b8E+baKZ3U4aINbL3EnjlHbXhU+YDEeuj6mPIqNPOm9IG1iXbBv+GXDq7faxiGsVOwgPMIuWltzPVLY5VByTWwa6SSihy/usgFv/e+Zv8PvfX31AUopjaCOEKrH11detpgsb6f0JrRADKKoktvDunvIt99Ly592pMJ7TkN1pJsmkVK24R2n5BmcQmy1wSyjZNQnUGschI8PqijiboHaZNO5jTj2U4T5jspF7zh/epwVHeXx2yRlDluvEI2WaXlNOicbSVNw08Sm6ACUf4pcv7zflmzVrGmj3K8oWFK6zlTK93c0Uyic45v9aZ/51S9xuu/dUg7+LrW2fsY9CUqO3aAE1dNSDKCuObmCLSz++KLLmQSEhLZYONav2/dKJS09DM2mCjUSJqRzO4mmV9QnVg0CJV61aHULnc3XELKnIve8Sn8+jJhuN54qrtSs5wzLUfmpNGmbcel9XaqZgbz7ZQ0iuZvHGrmhHGpFrEb3ZRSt1kw3jAMYyezw/4n28eVV17Fj/zIdc2WK6+8io985Co++tGruPJKfXz0o1dt+Uiu+PUXsDIpGRSeoqOd1nVWJZQ551/+tk37b+y4De0ZSDua5SnHhEyX/qTTi9mgMbiUZHZ3Y625d1jyobf+nmYHXaoC1J1ZDSjjcmOIbkMyWtZsZDnWpcwQtMt8MtBM02SdtBqDL0mFxqoyTQRB2NPNaKeOF/7u2ylu+ncVXB9HCae60SN+oUs5pkXZNCClTkgdUU/TceBK4PnPeUnTvVw3WAWXEFo9Stwd5KOMncPPP/ki2omKk4/KQImbGiPUJR+xzEOCV8WC/hyStZDejEplQSOzFNKWBqzQaNk6gZYTRKDPhD9/z/vwaLPNSu4Zlp6JF21Sa3V19SHienOqc7sBN7sLN7eHMB5qjefsbqTdjV3tKlrfyJxVBR/4s3dQLe3VTOx4EFUo1ug02rHQSRwzWULmhPlOqisHMVCuVwBEpGk4qsnrDK1I1LhVhy/LbhqGcSKwIwLOK6+sA0i1YHvVq7626fWPfewULr/8QTz+8T/DpZc+HBE444x9bDXvePkvaFZjpNkPN1qhuvFb6nCygQ+95lJkbV/sxo7+67VUUtohpB2q2VMJ7bkYSM4Tsh5Vdxe+O8+gNcd8O4l1n63GDlB9nFVeCO+nGoFMpVskeGS03Cy5Sz7Qpofxmmpt5kPSUNJLHf3MMd929GIz0Ewr5dqHP1d/r9PX5g5xuGI0FcEuJkgxJiuGpD6nJZ5Oqg1JmYOWeD7w53+y+cSJ0yC7DpaDB5fy5Iss2NzpPPMpFzMqPUvjipVJNS2ZEKcBZKs73bbxWgbNerb1JsS3NdsYWn18d56QtFgrPINCBYg6sTPdA8NCHa/qoM6DOiTF6yokGcyeBO1e46pVI50+0u1r893srqj2kOn2Tl9vCidDXUKPpQCte38ffmVRs7KxNjVdvYWZzDHbSuhmWlKyq5Mw03LMtRJOm2lx2kyLVqJqDjOtOEcSvUFzooGqi2YKk1JrP4+meYVhGMbxZEcEnBupqqbsiw9+UAPRt73tYXzxi/cF4Kd/+noAbr55y/2BN+Ema/j9t0Kabcpufug1l8YdEtUrrPUwE7V0rLULfXeekLWbpqMgQujM4WdOZj339Ms1fG83vt1v6h3xZZPVbGrdqkK/JEEzmhMNMF0+wo1WNFOTD7WOtBjiBou48RpJKGnHGszECTOthNl2yu3DQpcQx4PGI7txlNkgv4Srf3akUU/QlarhGZJUfdUjFzz1WRokiyO4lNCZU3tD44SgkzhWJxWrE8964eMNUalZ7ajLqbXOsWlOXLzJ6qoKw+ypugTfnSe0ekzI7tDJXXio5k5vtGC1o1u1Kysf6yCrMmbT0xh4tkgO6FJPTj5DM5udvjbidTXQdN0+tDraSNRSlyQpJkg5xn/Pw6lWFnVerO3XRkAgGy7SCjm9VOuju/Emrs5qdjZIfmUuOnqh406jXacP0M00w9nLDl5eYBiGsRPZcQHneec9HIAHPehG0pRNriNXXnkVP/uzezdt22qe8/MXN3WSfrCKX96cWa323aTuQOOBWli2utPADWInbzb90k3UUzq0Z/DdeaoAp/plfGeuCfJ8d14zQHWmKJ1mkRrismUjbVQM9TFZjd23G1xgJuu44RLtYp2ZzDHfTtjVSZhrO86e6/CJs3922uARgwWca5ZJpSoa4W5Xjglo/WaIWS1gk/A86PJ/SFImQbNEFzzVlg1PFC57xpNZGhXcNshZHlesVQ7fX5iWlCRZbCpqa8NPf0Fvprrz+Dqj2VazgrXCMyoDg8I39aHruae/92sQ1KO8l6l1ZFp3rYuoNFLaaq7NWmi+zpzWhFTlxsLMglqtJpnKi0VjAtq9JjiWYqjmDiGQPOqSaVOgL3XFID6ywT6y0RKtkNP3I+bbjoVuwp5OwmwMRLup0IkB6Vxbl99TByEE9g4Kblmb8OrnP/WY/t0MwzC2km0bcN52Gw+7/fb9zXJ6XZ95xhn6+mtf+2VE4JOfPKn5ncc//mf4oz86BxF4+9uPnYSbb/eb5096019sei1UFdLuqqh7u6fuJGkLiU5Dql8Yg7Eojh6ybiNDNCw9o84exlVoAkrJh9Ms5garvbCxSSg2MYHWSJKPCaN1KEuVOSrHGpBWRXQRGutSeznWL8OYhemmwqn9Nn6wiqQtlq66IgYMLf2irQodb2xKUg1S7RKWMo8BaXmHWs4LL7yQCRndyfJR+zsY24f944JhUfHN/SOWxhX7xxV5b0GDzO48OEdo9bRhLuvqTVPawnfmmJAxTrqMK5UVGpWe0msmM6B1kuXucwjiKLzKCHVTvdZrCaLSB50btTxSLOMIWXvTOH13XucHaHa1vxANHLTpyXdmm0DZt/p6c+hLQtpi+eqvkH/7GvziLchwBRnsJ1m5SbVGRysk6/tw4xXS1VvIhoskoxWVUhotkYxWSEPZjKMKgUmlur5713PWo1ORYRjGicK2DThPPZXPn3TSHh7/+J8BNJh8/ON/hptvPnnTsvqb3vQIAB77WK3r/OhHTwfgllu6d3zTLeJJF19C+Z2vc8HrN1s6vu8ZjyKU+VRMGvSLr9XXwLLVJ7T6TEJCTkqZdBj3YilAVSKTdXyAUe1PHjZkRuvnZa66h8Ru+bhEL8WwcXahyPHDVfya+kb79WXC+gphsDzNfJYTXdYuc9xknXYisR7N0WslfHzh0ZC1mL/o+YT2DKHV35Th3DQucUgMrAFCqwfAu9477VgHbTIpuru54JKnHcW/hrEdeOcrnseta1pHvH9YNj7hvjMXA7n5JhCsSysmrtNc61XQ2kzQQDOvVPe25YTdy9o0KEA30eVnqC1bQ/NzLRzflG5kvakuaGS6jH+KZj9jVt53ZpuVB1WAiGON//FImTP7otfhB6uUe29Sa8zFWwjjIazv1+Bz/Xbc/htxy7eQrN6CW7sNN1yK2rg5kg8pvI57XAaWxxX7BjmFD7zj5b+wxX8hwzCMY8u2DTi/G/Wy+sal8xe84LqYBf0cIcCrXvWoYzqmC97w/k0/v/uCH6ZcXSGZX8DtPhmZ2UU1dzrVrjOZZDMstU/Gt3os00GiZ3IZa88mu84G4Oaqx/K4Uq0+rxlOrb0cxXrNPPpWtzTorDOLMcNJ8ISqwq8uEkYD1ResKsJooLqH+Xia8fSlWmxO1rTmc6hLgu1YZzbfyfhUeS/VR+wvqJ5mvQzamcW3ZxoLwsbppZZmQgMIgHe++32bztPF1ih0wvLhyy/j2tvWuH55yP5hyb5hydK4Ypx09aalPUPVnWeS9livHMPC40NgvfCs555xGZrO7bodrjtZjsHhDDC1gaxtJKsAo8IzrgJrJeSikky+O09odTVw3MA4myW0ZyhbOh69tjXA9L3dmtVMO1pTmnWazCdJysqkIvvpSxl8+9tUi7dSLe2juu0G/Moi5S3XU+69MboTLRLWlpCxNh4lg0V13WrPsZZX3D7S8wIwrrwFm4ZhnJCkx3sAh0Kd5Zxy8h223XGf48vSt26guzBPG3Cdfqy77DPxwqCoWC88pQ/R5s4z33La/BOc1okt3sB/9PZw9lyb0gc6Wbw3SFtQFepHXWcTIS4Zpk3QiS91Wb0canbVV4SyQJz6rgOEwVqznCjxUXee++48EjytxNFOVdR9UqoM0lrhaUWNQJV2cVq0SXRYabZDFdT2DzQoMIv0exYPPn2Or+1bp5clFD4jdVpjWfigNybxuvFxSVlf120uepS3UuiKY2lccWq/3WTOy6AB5rj0TWa0lQiTKpB4fZ7jyTKVVArQGCHUVAGGpYrJ1xqySWsmWqzSNPbJZKA3cLEG26cdXOX52nqbs7ynWl8jAcr1ZRWSb3XUkjbWPoeqIun0tR60HfV30TmRV4HbBzm3D20p3TCME5cdEXDuRC67eh+wDz717SN+j+f9r7eRVyqlIrF+Tbzf5I2u4taxFqwWnp8MAdUDxXvCcA0/GuC6fXwxwAHBV4hLCGVBKNQFxqUpUuskVl3IHXQ6dBLHfCdlXHnOf85LjvykGPc43vjLzz6q7/f+K66gCpBQ+41r4OpEfx4WIYqr1zc5UAUftS9Bf3PKoPA40ZutgfckMrVrbSVCy6UkaaqlK+J0PsWAV0R90p91N+a4YRjGPQULOLcxvSwh26AvKMETEpV3ESmnjUe17ExsHJI01eXsuGzuRwNcfxa/toyb3aUNQO1ODGBj4OkrwnBdszP9XU0DUrscMtPSethT+607GalhHBskH5JkHdajYVBehbhSEHCAOM2oe8AFaDshBM2gVp47KFjktVUmGpwmLhCCriY40blXBkg7c/r55RjENdnZ2lXLMAzD+O7syBrOewpv+KVnkTjhczet0hKtYnOTQSOHVAtmNy5H9XK6OKScEMqcMBqQLJyGdPoku09Ru752B7+2rNma2r8aVLoJIHiS4RIyXkWKEb1UOKWX8LLnPuWYnwPD2MgFP/8MABIntBJHvsGPPPcaPHqmgWDpY5lHUDmlvNoccdYi66MyMCwqBrknrzwebeRZz1Vsfi02MIWkRYUjq8aMSs9rXmANb4ZhGIeCBZw7gB+/l1pnuvGaLutFyaSmVR/9IgxpW/+NAala9e3C9edUyDrNkI66rbj5BfWW9l4biMa6DC+1hJJLtTkJtHvdlxjGtiB4HDT1jiGo73jLSVOH2Yrd67rsrsFm4qbNRTVOVGZpVFY4ESalZ/+4ZFJO647rIHW98JSoG9BaaN1B6sswDMO4c3ZkwFlrct4TePEzL6GbyNTVJ2YyAXVScclUPD6NXeG19Iv3GnTO7AJQLdC4LZlfUBu/Tq9pIsIl2rkOyGi1eR/JBzzp4kuO6XEbxp3xpIsvYWXiNatZ6XJ6CIHCw6TSZry8CowKzXgOC08I+nMttVQzqQKjwlNUgUnpGWsXH3kVWJlUTEqvWdNA0+y0XnicCL/4LJsThmEYh8qODDgB7kmlU0+68EJ1MZmsqRSSSxvtzQbnmsaGuqlIejPQaoOvkI6K00tXbftCkccO2kSX2Vsd8FXMelZIkmjHejnm5579omN9yIbxXbnsGU8mrwKD3DMsdRldpcU087k6qSh8UA3QvGIt96zlJXm1OeBcm5SMS8+k9AwLzZgujQqWo3B9Fes0RzHwBGg54emXXHSsD9kwDGNHcw9uGtrHlVd+jt/4jQc1PuxXXnkV3msw24hHB3jCE46/5JIbrRBcglQTSErEVwSR6BI0bNyF8GVs+NGsKEXevEcyv9BIJJFmhNEA11a/aEli925ZECig1cYVI0LwdzIiwzi+6HK46sRWcd6WVWBc+qZ7HWBcgfeBLBHWDpAd2jvIcQKT0tOObkWJCGQqPD/T0mxp4rSTfVKGpovdMAzDOHTudoZTRH5TRK4RkS+LyCdF5Iw72e/pIvKt+Hj63f3cI2W6FK+OPq961dc2vf6xj53CYKC6nr/7uw+Igedmf/TjwXnPf5lKIImDRO8TxFfTjCcg+bq6C8XGIYKHVgdabaQ3Q6iqDVlMr0voRY4kiQadrY6+lmaE4Tp+NOCJL3r18TzsHclOmxM7lRc/8xKVM8orhoU+JhuyleuTkkmp/w6Liv2jgkm5+QbKiWZEs8SxnlcsDguqoJaancSxOq4ovYrLl15llCy7aRiGcfgcjSX114cQfjCE8GDgKuAOEYqI7AF+HXg48DDg10Vk91H47LvFRovMD35QA9G3ve1hXHKJZjQ/85njPsRNhDSDKseNVqbBZTnRhqJ8EN2Hik26nEQHIan1YNJMG4TqA3eJNhO1O0ir09RwhjJvuteNw2bHzomdxuqkZP+44Ja1CeuTiv3jgrW8ZFh4Cq/ZzsIHxpUGouNyc4ZzKQahtw9zhkVFO3VxCb5kLS+pwtQqc1x5+tmOrUIyDMM4rtzt/z1DCKsbfuzTeM5s4qeAvw4h7A8hLAF/DTz27n72X/zFVZseh9tIVFtkPuhBN5Kmd9To++hHPxe3nXx3h3pUOP+5L22ei69gMsRPRoiv8JMRlKVmKoPaYDLRLnM/GuBHAyRJ1GkozQiTsdZqtjvaSOQS/HBN6zrLArzn/Fe/+Xgd6o7meM6Jexq/8+JnsD7R4HD/uGBlXGhjT16yMi5Ynei/6xOt5SwPaC0v4lJ7UQUyJwyLipmWlpec1GuRJdL8v5A54blPvfhYH6JhGMYJwVGp4RSR3waeBqwAP3GQXc4Ebtjw841x28He6xeAXwAeOJlMDvp5+/fDnj2HPr4/+qO/4uSTp5mNOjC99FINOF/72i8jAp/4xEnNPh/5yFWIwLOf/fBD/6BjQK23GYpcs5Nlgfe+sa7EJQTngJEKuke5I3xFtbKoS+pAyMfaPDQZa9DpEpL5OUKRqwXmPbi692hwrOfEPRl1GKooYiNdHUD6EFjoZTjRQDJzwviAJfVEdFsn1m92UtdoeC6NCtqpa+SVuqllNw3DMI6UQworRORvgNMO8tIrQwgfDSG8EniliLwceCG6VLjpLQ7yuwdVsQsh/CHwhyLy6Xa7/aiD7fOMZxxeE8+zn/0/mudXXnnVJt/1qoK6X+ZNb3oEoMvrzmkAum/f9shu1jzxxa/hI7/7q1MJI5cQyhxJW7oMPlhFspZuB1069171N8uiqd9UiaQKyVoadLoEP9DEnLQ6PPFl/89xPc7tznZSQxGQAAAX+klEQVSbE/dk3vvq5/OQF76ehZkWmXOsTUpaiQaHewc5e7oZiQg+Og5tpAqBTupoJy4+TxhXnlP7LZwIe7oZIcCuTsJzft6ym4ZhGEfKId2yhxAeE0L4/oM8PnrAru8Gfu4gb3EjcPaGn88Cbj6yIR9d6mX1jd9DWTTw+amfup0rr7yKV7ziH47DyO6cJ/7P38EPV/FrS/jBKmE0wK8sEgZr4BL8aEAocvzKIoA+X9oHzum+g1UNNludRhxeReH7Mdh8/XE+wu3PiTwndiL/+ge/wvq45Prb1wFYn2j9ZSLC2qSiG2sv28nm//I6qaObJfSyhPlORuaEPR3Nis619X68mzoLNg3DMO4md3vhVETuH0L4Vvzx8cA3DrLbJ4DXbmiK+Eng5Xf3s4+EjdlN5eQ7bLvjPtuQ2GVeL6VL7Ro0Hkw70POxBp0xw+nXlqPIe6Hd6b1ZlUEq8+in7psld+PI2Wlz4kThn7+9yJ6ZFokTFmbazfYsyhjVtZkb2d3JWJmUeB84ZaZNJ2Y6d3dTuqmjmzpmW7aUbhiGcXc5Gv+T/o6IfFVErkG/NF8CICIPFZG3A4QQ9gO/CXwhPi6P24wj5PzXvEU7y7sq6B7KgrAhWAz5GOn0mq5zv7pfg8vhGoAupQ/Xpr+TZoTxgPN+7feP7YGcmNicOB5c9Vr2r+fsXZ2wNi4Z5VUj1j4pPc4JvWxz0Lm7m3HmXIfvPXmGhW7GSb2UM2ZbnNxLmW05dmWeiy+68HgcjWEYxgnF3c5whhAOtlxICOFfgOds+PkdwDvu7ucZU2ThLKQca8d5JIwHms1cX47WlX0NMlOtEwi+grzCl4XWdVaVBqKjgTYdGXcbmxPHj8GkZI9XS9a1cUkrNgHt7mYUPjTi7jWd1JEFtcfstxzdzCHAbOYIgBssHfuDMAzDOAGRcKAW0DZBRG5M0/TMubm54z2Ubc25556L5EO1ugxBl8RD0OBRZKq3GcL04RyhmEAISBSRZ88ZXHvttcfvQLY5q6urJEnCeDw+bjYzNicOjXPPPZfr9o9op64JOH0IZLF+88ZvTysc7vOA7yNx+idNRP3SHaGxGrM5cecc7zkhIneq7GAYx5GbQghnHe9BbEe2c8D5r6gA5rfvZJfTgVuO3YgOie04Jtie49ppY/oeYF8I4SHHcDybsDlxVNmO49ppYzquc+IQ5sOxYjv+3Y6EE+E4jvcxHPfvie3Mtg047woR+ZcQwkOP9zg2sh3HBNtzXDamo892HP92HBNsz3HZmHYmJ8o5OhGO40Q4hhMZa780DMMwDMMwthQLOA3DMAzDMIwtZScHnH94vAdwELbjmGB7jsvGdPTZjuPfjmOC7TkuG9PO5EQ5RyfCcZwIx3DCsmNrOA3DMAzDMIydwU7OcBqGYRiGYRg7AAs4DcMwDMMwjC1lxwScIvKbInKNiHxZRD4pImfcyX5PF5FvxcfTt3hMTxKRa0XEi8idSjGIyHdE5Ctx7P+yRWN5rIj8m4h8W0R+9SCvt0XkffH1z4nIvbdiHAd85jtEZK+IfPVOXn+0iKzE8/JlEXn1MRhTR0Q+LyJXx7/dbxxkn2N+ro4EmxN3ORabE4c2phNmThwLttM1frhsxzlxuGzHOWQcIiGEHfEA5jY8fzHwloPsswe4Lv67Oz7fvYVj+j7ggcCngYd+l/2+A5y0heNIgH8H7gu0gKuBBx2wzwvqcwZcDLzvGPzNfhz4YeCrd/L6o4GrjvF1JMBMfJ4BnwMecbzP1REei82JO39/mxOHPqYTZk4co/O1La7xIxj3tpwTR3Ac224O2ePQHjsmwxlCWN3wYx84WLfTTwF/HULYH0JYAv4aeOwWjunrIYR/26r3PwweBnw7hHBdCCEH3gs84YB9ngC8Mz7/APDfRWRLLelCCJ8B9m/lZxwuQVmPP2bxceC1dMzP1ZFgc+K7YnPiEDmR5sSxYBtd44fLtpwTh8t2nEPGobFjAk4AEfltEbkBeApwsDT5mcANG37eLl67AfikiHxRRH5hC97/UI672SeEUAIrwMIWjOVweWRcyvsrETn3WHygiCQi8mVgLxqMfe6AXbbruboDNifuFJsTh8GJNCe2EVt9jR8uO3lOHC7HfA4Zd016vAewERH5G+C0g7z0yhDCR0MIrwReKSIvB14I/PqBb3GQ371buk93NaZDfJsfCyHcLCKnAH8tIt+Id2lHi0M57qN+bo4CXwLuFUJYF5HHAR8B7r/VHxpCqIAHi8gu4MMi8v0hhI31QNvmXNmcOGJsThwGO2lOHAt2yDV+uOzUOXG4HJc5ZNw12yrgDCE85hB3fTfwMe745XojWr9RcxZaZ3MsxvTd3uPm+O9eEfkwurRxNP/juRE4e8PPZwE338k+N4pICsxznJclNi4JhxD+UkTeLCInhRBuP0afvywin0aXmDd+uW6bc2Vz4oixOXFkn7/t58SxYIdc44fLjpwTh8vxnkPGnbNjltRFZOMdyuOBbxxkt08APykiu0VkN/CTcdtxQ0T6IjJbP49jOmh33d3gC8D9ReQ+ItJCi72vPGCfK4G6Q/kC4FMhhON65yoip9X1QSLyMPR6XNzizzw5ZnEQkS7wGO54LW27c3UwbE58V2xOHPpnnjBzYrtwjK7xw2VHzonD5XjMIeMQOd5dS4f6AD6ITthrgL8AzozbHwq8fcN+zwK+HR/P3OIxnYfeEU6A24BPxO1nAH8Zn98X7Qa8GrgWXZLZirE8Dvgm2oX4yrjtcuDx8XkHeH88L58H7nsM/mbvAW4Binieng1cClwaX39hPCdXA/8M/F/HYEw/CPxrvI6+Crx6O5yrIzwWmxPffSw2Jw5tTCfMnDgWj+10jR/B2LfdnDiCY9h2c8geh/Ywa0vDMAzDMAxjS9kxS+qGYRiGYRjGzsQCTsMwDMMwDGNLsYDTMAzDMAzD2FIs4DQMwzAMwzC2FAs4DcMwDMMwjC3FAk7DMAzDMAxjS7GA0zAMwzDuAYhIcrzHYNxzsYDzBERE7i0i3xCRt4vIV0XkXSLyGBH5/0TkW9F9wTDuMdicMO4JiMhHROSLInKtiPxC3LYuIpeLyOeAR4rIj4rIP4rI1SLyeRGZFZFz4/Mvi8g1tYuZiPz8hu1vrQNWEXmsiHwpvsffHsdDNnYQJvx+AiIi90adIh6COi58AXVdeDZqgfjMEMITj9f4DONYY3PCuCcgIntCCPujRekXgEcBtwMXhRCuiJaW34g/f0FE5oAh8Abgn0MI74r7JMC9gdcB54cQChF5M+rc81fAl4AfDyFcX3/msT5WY+eRHu8BGFvG9SGErwCIyLXA34YQgoh8Bf2PxDDuadicME50Xiwi58XnZwP3ByrUBhfggcAtIYQvAIQQVgFE5J+AV4rIWcCHQgjfEpH/DvwI8IVoTd4F9gKPAD4TQrg+vocFm8YhYQHnictkw3O/4WeP/d2NeyY2J4wTFhF5NPAY4JEhhKGIfBr1Rh+HEKp6N+AOy5ohhHfHJfefBj4hIs+J+74zhPDyAz7n8Qd7D8O4K6yG0zAMwzB2PvPAUgw2vxfNRB7IN4AzRORHAWL9Zioi9wWuCyG8EbgS+EHgb4ELROSUuO8eEbkX8E/Ao0TkPvX2LT8y44TA7uoNwzAMY+fzceBSEbkG+De03nITIYRcRC4Cfj/WeY7QrOhFwM+LSAHcClwea0F/DfikiDigAC4LIfxzbEj6UNy+F/i/j8UBGjsbaxoyDMMwDMMwthRbUjcMwzAMwzC2FAs4DcMwDMMwjC3FAk7DMAzDMAxjS7GA0zAMwzAMw9hSLOA0DMMwDMMwthQLOA3DMAzDMIwtxQJOwzAMwzAMY0uxgNMwDMMwDMPYUizgNAzDMAzDMLYUCzgNwzAMwzCMLcUCTsMwDMMwDGNLsYDTMAzDMAzD2FIs4DQMwzAMwzC2FAs4DcMwDMMwjC3FAk7DMAzDMAxjS7GA0zAMwzAMw9hSLOA0DMMwDMMwthQLOA3DMAzDMIwtxQJOwzAMwzAMY0uxgNMwDMMwDMPYUizgNAzDMAzDMLYUCzgNwzAMwzCMLcUCTsMwDMMwDGNLsYDTMAzDMAzD2FIs4DQMwzAMwzC2FAs4DcMwDMMwjC3FAk7DMAzDMAxjS7GA0zAMwzAMw9hSLOA0DMMwDMMwthQLOA3DMAzDMIwtxQJOwzAMwzAMY0uxgNMwDMMwDMPYUizgNAzDMAzDMLYUCzgNwzAMwzCMLcUCTsMwDMMwDGNLsYDTMAzDMAzD2FIs4DQMwzAMwzC2FAs4DcMwDMMwjC3FAk7DMAzDMAxjS7GA0zAMwzAMw9hSLOA0DMMwDMMwthQLOA3DMAzDMIwtxQJOwzAMwzAMY0uxgNMwDMMwDMPYUizgNAzDMAzDMLYUCzgNwzAMwzCMLcUCTsMwDMMwDGNLsYDTMAzjBEZEThOR94rIv4vI10TkL0XkAXfxO+tH+FmPFpGr7mKfB4vI4zb8/HgR+dUj+bzDJR77rvh4wYbtdznuuN/rReQbInKNiHxYRHbF7Qsi8ncisi4if7CVx3AoiMhrROR/bsH7/qKI9Db8fETXSfzd0+tzfqjnT0TeJyJfjo/viMiX4/Z7i8how2tvidt7IvKx+De7VkR+Z8N7XSoiX4n7f1ZEHrThtR8UkX+Kv/MVEekcxnGdHY/l6/H3X3In+z0lXkfXiMg/isgPxe0dEfm8iFwdf/83NvzOfUTkcyLyrXguWnH7L8W5fY2I/K2I3OuAz5oTkZu26tqM/7/c/672s4DTMAzjBEVEBPgw8OkQwv1CCA8CXgGcehyH9WCgCThDCFeGEH7nu+x/1AghPC6EsAzsAl5wV/sfhL8Gvj+E8IPAN4GXx+1j4FXAUQ/ythm/CPTucq9D45eAt8Xnh3T+QggXhRAeHEJ4MPBB4EMbXv73+rUQwqUbtv9uCOF7gYcAPyYi/yNuf3cI4Qfie70O+N8AIpICfw5cGkI4F3g0UBzGcZXAL4cQvg94BHDZxmB2A9cDj4rX0m8Cfxi3T4D/FkL4IXSuPFZEHhFf+1/AG0II9weWgGfH7f8KPDS+1wfi8WzkN4G/P4xjOFz+D/Cyu9rJAk7DMIwTl58AihDCW+oNIYQvhxD+QURmYjbkSzGL84SDvYGIvCy+fnWdIRKRT4vIQ+Pzk0TkOwf5vYfFzM2/xn8fGDMylwMXxczSRSLyjDrzIiL3imOqMzXnxO1/IiJvjO9znYhccCfjfHF8/gYR+VR8/t9F5M/j8++IyEnA7wD3i2N4fXyLGRH5QMyGvSsG65sIIXwyhFDGH/8ZOCtuH4QQPosGTgclno8PxedPiBm5VsxoXRe3P1dEvhDP9Qdjhm4+jtvFfXoicoOIZCJyPxH5uIh8UUT+QUS+9yCfe9B97uyciogTkTfH7NpVolnhC+K5PQP4OxH5uw3v/9txvP8sIqfGbU8Ska/G7Z+5k1Pyc8DHD/X8HXBMAlwIvOe77RdCGIYQ/i4+z4EvMf2brW7YtQ+E+PwngWtCCFfH/RZDCNWhjCvuf0sI4Uvx+RrwdeDMg+z3jyGEpfjjxmsphBDqzHEWHyEe839DA0qAdwJPjL/zdyGE4YHvBSAiP4LeYH7yzsa8YV4gIg8VkU/H568RkXeKyCfjPueLyOvi/wcfF5EsvsU/AI+JwfqdYgGnYRjGicv3A1+8k9fGwHkhhB9GA9PfOzDIitmgJwIPjxmXAzMn341vAD8eQngI8GrgtfFL/9XA+2Im6n0H/M4fAH8aMzXvAt644bXTgf8C/AwaMB7IZ4D/Gp8/FA0gs/g7/3DAvr/KNCP2K3HbQ9AM3oOA+wI/dhfH9yzgr+5in418KX4GcZxfBX4UeDjwubj9QyGEH43n+uvAs0MIK8DVwKPiPj8LfCKEUKBZsReFEH4EzQ6++SCf+932Odg5PR+4N/ADwHOARwKEEN4I3Az8RAjh/2/nTGPtmqI4/vurMSrEkEZiKKWhZjUEbaVUTFFKxFDSUpIaIiURH9AQQqIIgoRoFGkMNaeGqiqtlkfbtM8YakhUOphqbAzt8mGt4513eu697yWexMv6fXn37bv3OXvvc07Of//3Wnd41N0ceDv6Owe4MMonAsdG+chqhyTtAvxgZr83nK3mDAVWmtmnpbJdYnHzhqSh1Qby8IeTgFmlskskfYbf15dF8UBc4M2QL8ZaOneNkNQfv+ZtzWsyjtK9JKmPPFxgFTDTzNqAbYDVpQXPMmqEbPlYsUi5Dbiypl5XGQCcCJyMO7+zzWwfYE2UY2brgKXAfs0O1FSNJkmSJL0WATdJGgasw19e/YAVpTojgAcL98TMvu/G8bcEHpLHdhnu1LTiMFzwADxCZ4H7bLzYPiyctAoLgcGStsC3JRfhwnMoHWKiGe+Y2TKAeNn3B96sqyjpanzrdGoXjguAmf0laamkPYFD8C3cYUAfOgTx3pJuxLf8+wIzovxx4AxgNnAmcK+kvsDhwLTSOmGTSj9b1amb0yHAtChfUXYza/gDKGJfFwLHxOd5wBRJT9B527tge+CbJsdtxVl0djeXAzuZ2Xfh6D0raa/CxQzn7VHgLjP7vGhkZvcA90g6G7gGGIProiH4YuA3YJakhWY2i24Qc/8UMKHiplbrDcdF4pBSv9YC+4dIfkbS3sDKmuZW/kfSOfg9XyxOLgZeNLOvagz7rvKSmf0p6T38Xn05yt/Dn5GCVbgD3miBm4IzSZKkF/MBsN72czAa2A4YHC+UL4FqcoSovNSCv+jYIWuUUHED7oaMCqfn9S73uoPyuctuWN12dzGG84D5QDvu3A7A3cJWlI+/lgbvR0ljcEfwaDOrm5tmzAWOx2MCXwWm4C/xInZxCnCKmS2RNBaPHwR4HrhZ0tbAYOA13F1cHTGIjdigRZ26Oe2OMvmzNAf/zJmZjZd0KO6ALZa0v5l9V2q3hsb3TVNCPJ6KzwNxvt+JsZjZwnAtBwILosr9wKdmdkeDwz6GxyGCO4dvmNm3cb4XgQPp7IweCtwX/040s+crfdwIF5tTzaxOcBf19gUeAI6vzE8xrtWxvX0c7lRuJWnDcDl3wB3n4lgjgKvxuNDiuh4GDJUnyPUFNpb0i5lVk/SaPc/FvK6TVL7e6+j8jGyKX9eG5JZ6kiRJ7+U1YBNJxVYnkg6WdCTuQK4KoTYc2Lmm/SvA+YrM5BA8AF/S8cJvJGi3BL6Oz2NL5T8DWzRoMx938MAFca3D2IQ5uHibg4u78cDiGmHYrA8NkXQccBUwshQz193+TQDeMrNv8G3SPfCFAdGn5SFYRheNIqbvHeBOYLqZrQ3X7AtJp0ffpMh0LrVrWaeGN4HTIpazHx2iF7o4b5IGmFmbmU0EvgV2rFT5hM7uWHcYAXxcuNFxvu0k9YnPuwK7A0Vc7I34vTih0sdyVvWJQLE9PwPYVx4ruyHuFn5YbhtjKxKUqmJTwGTgIzO7vdEg5PHJTwPnmtknlbEUv36wWWm8hjvcxfM2Bngu6h2AC+CRZraq1M/RZraTmfXHn4uHa8QmdH6eT2vU5xYMpOM+riUFZ5IkSS8lXlKjgGPkP4v0AXAd7oxMBQ6StAAXNx/XtH8Zd9cWxDZz4cTdClwkaT6wbYPT34K7cvNwF69gNjBIkTRUaXMZcJ6kduBcoPYnZZowF9+ufcvMVuJxqtX4TcJNmidPbJlU/b4Jd+OCa6ZKP78DnniBb5OPlbRM9ZnJbXjYQpFI044nqBSC+NqoM5P1r8fjwDnxt2A0ME7SEvxlX5f41ZU6ZZ7CXb73cRHTBvwY390PvNRimx1gkjyx5H18rEvKX5rZr8BnknYryhrNn6QHFAlqwZmsnyw0DGiPMT6JZ5h/L2kH3PUbBCyKa3ZBtLlUnhi1GM+YHxN9+yH68S6wGFhkZi+0GG+ZI/B79yh1/EzTCTGW8ZKKDPqJ+ILj3qhTuLHb44lZ7dGHmWZWhC1cBVwhaWm0nRzlk3AHc1ocq5MI7gLXA3dKmos71d0iFiZrzGx503rd3xFIkiRJkqS3Iqmvmf0iaRvcWT3CzFa0atfNc4zCwzmu+TePm/z3SLoc+MnMJjerlzGcSZIkSZKUmR7buhsDN/zbYhPAzJ4JQZv8/1mNJ/k1JR3OJEmSJEmSpEfJGM4kSZIkSZKkR0nBmSRJkiRJkvQoKTiTJEmSJEmSHiUFZ5IkSZIkSdKjpOBMkiRJkiRJepS/AY/KMm3ARcm+AAAAAElFTkSuQmCC\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Example plot of F200W calculation\n", "plt.figure(figsize=(10,5))\n", "nc = webbpsf.NIRCam()\n", "nc.filter = 'F200W'\n", "nc.calc_psf(display=True) \n", "plt.savefig('fig1_nircam_f200w.png', dpi=120)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Displaying a PSF as an image and as an encircled energy plot\n" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING: AstropyDeprecationWarning: \"clobber\" was deprecated in version 2.0 and will be removed in a future version. Use argument \"overwrite\" instead. [__main__]\n", "[astropy] AstropyDeprecationWarning: \"clobber\" was deprecated in version 2.0 and will be removed in a future version. Use argument \"overwrite\" instead.\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#create a NIRCam instance and calculate a PSF for F210M\n", "nircam = webbpsf.NIRCam()\n", "nircam.filter = 'F210M'\n", "psf210 = nircam.calcPSF(oversample=2)\n", "\n", "# display the PSF and plot the encircled energy\n", "plt.figure(figsize=(9,5))\n", "plt.subplot(1,2,1)\n", "webbpsf.display_psf(psf210, colorbar_orientation='horizontal')\n", "axis2 = plt.subplot(1,2,2)\n", "webbpsf.display_ee(psf210, ax=axis2)\n", "\n", "psf210.writeto('nircam_F210M.fits', clobber=True)\n", "plt.savefig('fig_example_plot_nircam_f210m.png')" ] }, { "cell_type": "markdown", "metadata": { "collapsed": true }, "source": [ "## Jupyter Notebook Widget Interface" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "WebbPSF includes an interactive Jupyter notebook interface, which enables quick exploration of PSFs from changing some of the basic options such as filters and image or pupil masks. More complicated calculations need the Python API, but this can be useful for quick calculations." ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "d5b0456bc1c94dbb9e98d711cbf87e9b", "version_major": 2, "version_minor": 0 }, "text/plain": [ "HTML(value='

\\n \\n Notebook In…" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "1a86b70b39cb422fa7a7a547e87094cd", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Dropdown(description='Filter:', index=10, options=('F070W', 'F090W', 'F115W', 'F140M', 'F150W2', 'F150W', 'F16…" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "7dccf119447e4bbda96a549257241f1c", "version_major": 2, "version_minor": 0 }, "text/plain": [ "HTML(value='

\\n \\n Monochroma…" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "e336c96060f54a8b87f772e62c518c03", "version_major": 2, "version_minor": 0 }, "text/plain": [ "HBox(children=(Checkbox(value=False, description='Monochromatic calculation?'), HTML(value='')" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "b586eb2de4264bceb8c9c188e89ce993", "version_major": 2, "version_minor": 0 }, "text/plain": [ "HTML(value='\\n \\n Download FITS image …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "webbpsf.show_notebook_interface('nircam')" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.5" } }, "nbformat": 4, "nbformat_minor": 1 }