{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "- title: From sky coordinates to pixels (and back)\n", "- author: Joseph Long\n", "- date: 2018-10-09\n", "- tags: download-notebook\n", "- slug: from-sky-coordinates-to-pixels-and-back" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A colleague came to me with a question. She had some Herschel data in a FITS image with world coordinate system information (WCS) as well as some derived data in pixel coordinates based on that image. She wanted to create a new FITS image with WCS information to allow her to match the two images. It turns out the simplest way to explain how to do that was basically to write a blog post, so here we are.\n", "\n", "To begin, use the usual incantations to bring in matplotlib and NumPy:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", "%config InlineBackend.figure_format='retina'\n", "import numpy as np\n", "from matplotlib import pyplot as plt\n", "import matplotlib\n", "from matplotlib.colors import LogNorm\n", "# correct image orientation and improve appearance:\n", "matplotlib.rc('image', origin='lower', interpolation='nearest')\n", "\n", "# not great practice for real code, but we can safely ignore\n", "# warnings in this example:\n", "import warnings\n", "warnings.simplefilter('ignore')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Load a FITS image with world coordinate system info\n", "\n", "To work with, we're using an image from the [Herschel M33 Extended Survey (HerM33es)](https://irsa.ipac.caltech.edu/data/Herschel/HerM33es/) (PI: Kramer) taken with the SPIRE instrument at a wavelength of 350 µm. We're going to retrieve the Herschel image from the NASA/IPAC Infrared Science Archive with Python, but you could just as easily download it [here](https://irsa.ipac.caltech.edu/data/Herschel/HerM33es/images/spire_350_v6.fits) and drop it in this directory." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'spire_350_v6.fits'" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from urllib.request import urlretrieve\n", "from os.path import exists\n", "url = 'https://irsa.ipac.caltech.edu/data/Herschel/HerM33es/images/spire_350_v6.fits'\n", "dst = 'spire_350_v6.fits'\n", "if not exists(dst):\n", " urlretrieve(url, dst)\n", "dst" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's see what we got:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Filename: spire_350_v6.fits\n", "No. Name Ver Type Cards Dimensions Format\n", " 0 PRIMARY 1 PrimaryHDU 143 (765, 791) float32 \n" ] }, { "data": { "image/png": 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W4Gt6W0XOtbldc9lre9TKNT++auEaia873ym0HUIFEfa5l3a6VJM9rQBidciadyAlbF//8mBlaf74hhGN5BsaHiLc7uTPjWU2TzxXUs5ur18FujSQvm7rSrLc7+vvJW97V+efd40VqIPtVHOlJk0iq6Liu7oNjWRn3dTgowA9Eqn6yjXLnC7jc0JW+G51MoZ86mjqp1oE1DIRRfzrTnfsi1siVh0SU/2OsQ90oTR/fAPRSL6h4SHC9o0X6rXuC1nstu+8PPh1dZnc48/WJmuSt66DJ+mqNqrafBaN1JeIcZkeNW8lNg1MI6n2Qqwedc9PXQ+vqXL1mhJ019fr7pV0PWOdJtOJBIDRgpCYhpdjEPN61Qb7poF369V83Tzb7vtyDzLvf87Yvv1S22u+oUIj+YaGhwTU4hk0ByAMHNMtXzfnLk/af4kwFyKUyO4wiYxr4rrEzBPLeDKZalkbCbmLNWolQbUwuAAQQTVqJX5vxwUcReR358qC0UKQfRMcFWSYv9630qU2z/6sRuLn576fdq1raAjQousbGh4SbN94Ydrffb2aouR1tziucT93ufarH60HH7dq1jSxU/P2TV50Xbomb4kCyUqU/K6uY7ZV7L5ODsO6VuImGDotdYtZfjUSpWaa85S0USS/9kl99qrtsz8qVOx75EdOTTEMx7vq3OQukHvINlYr0djzMCZdaihpdcvzYxrblFrwXQOApsk3NDwU4IYxWK+A9arsYAZgIPVPf6H8Xy1L0wQx1DhPn5qvY1fo2nB+X8rjzqh8DWzTADcPYHPNnvA17kvtMQmPWhmqrHjSrmbl47XankfaqyuBWHWDpn28Q3rvZt0ftWgEiX2y96sIWENcA830TDe8OX+lCB6N4BuIRvINDQ8Btm++OAXP3TzG5rFnhs+zl7B952Xg0UemRDddNy2ZIyGWJDD9tFZbTfO9EKKTv/uy6U8vGrm0ocRWtmOVSHavzwPUgDoewLeCpWZMklaCDQLbSrtK6h5LoOlkdRWBlE03jsd+mM+9ZNwTDX68LnF1AK9bjb73MQFOGp9DIffdHvlo3aLrGyo0km9oeEhQtn39xleA06eGz5wHE/3xrmx8wnIAUPZaB2qipLZcNNI+1oI9KE2Pux9bNdslKwFRfNlSVs3yag1gGy5sRKlktR79nwF8ycY4u0785ardr8a8/X1fj7cKUhShQgMYKQgxFoL9cRfIqkM63g3Pbrdv+8w3AGgk39DwUEA1u83ZS8CNm0PwHdd2r1fj7nFp2jlOtVuSzr4fzPVAra0erWuyc/MzyTTS9LmNK6PJ2Q6v981kyjK0bgrE8wh0WgZUq9c6/H+tw4P+aClwbT9Zm30eYwYkvzyvdUFCs9bxuxK9xzZ43ICuauB51n20Bro022e+uGwaHircMcmnlH4gpZRv8TcL/0wpfT6l9BMppV9KKX0rpfSzKaWLKaVV1M54ze9JKf1USulXUkr/MqX091NKf+hOx9DQ8CBh8+Tzt1fusWeGz8efHYLuJMAOwGwpV0ldC0yBXWqaZ7rayhctZMxkOFE0vS81U1IarQgVqTNQTQm6RJh3dYY7HQfLAbU2TGi7KhhEm9qoABBtTeuBeH58KcOdliGo5fNeMbmPugo01oHJcehC6fspB8HxrtznzZmL2Dz2DLZvvFD89NTwN+cuT7EYDScWdyO6/h8C+O8Wzv0OAL8LwFYPppS+F8DfAPAegL8K4JcA/IcArgH47QB+v1eUUvoCgK8A+P8A/BUANwF8H4C/nFL6LTnn5oRqeCiwff3Lt5WbfPuNrwxEf+poOKAR411AlEk2bNlJAphiVsfc1KzIwTmNvAfmG7po+T4Paocuv3OCZt89A50TLaPR/Zxe5+2nhGo7WmLJdRBZCNTdEAUH8jp3S3jCHpr4tQ5fY1/6LrraKKRxMyGkNLhlMJL7uFJiJvA1nFikfKs1pHdSeUp/D8C/BeB7c87/y3jsYwBeB/BxAL895/wz4/FHAPwkgO8G8Adyzj8u9fwmAD8P4NcAPJ1z/oXx+CcA/AMATwD4fM75791BX1996qmnnnr11VffbxUNDfccXPYGDJrY9vrV8hmW58SucFMwoWZ2avA026ufWwlIycxJSEkv0rQJXTteTM+mWUd9Vo1Z2yK87Yh4tT96vdd16Bjr4DjYN49F4D1SX72Xj6wS3udiVejre+e+fApW69Wg3Y/LIPn+XPjsD+OVr/3o/H40fOh4+umn8dprr72Wc376Tuu6Zz75lNJvxkDw3wDwt+XU9wH4TgA/ToIHgJzzewD+1Pj1j1t1fxjAaQA/RoIfr/llAH9m/PqDd7P/DQ33I7iuvTp2/erc544xJe1b14BVN0zsal4+Wtd+d9XyV+Lr1U9PN+sEtNvPiZDktxT0RmKiqZluAW3HNXrfppXCgfZHl6apxYIBgx60Fy3NO/Q//eeMkNf7xHb0fvsKAWDyv6ubQpfs6f2ONH1gGhuFsHG5XvHZM2hv1Q3ZC9er8n40gn84cC8D7/7Y+PkXc87qk/9d4+crwTU/DeBbAD6fUjp9m9dsrUxDw4kG10WXrUVhe4evuoHgRz88MAbepTTt9a6Z6nQZGoPHNDBMySVag87lYG4VqNamC+FFgW+6hGxJ49ZrXOBQs72265H/1HCZPQ6Ya84q1ERb5JaAOhFIPIsdj7H+IhhI35eEKHV7EJprQH30uhyQAs2po8lnz2fbdcXFU62eaDjxuCcZ71JKjwL4zzB48f6Cnf7s+Pl1vy7nvEspXQfwrwM4D+DnbuOab6aUfg3Ab0wpfSTn/K1b9G3JHv9dh65raLgfsHn82WFdO7Hqhij5U0cDOXdd8ceW7Gd9RrW/upuMd/uBHEh+GjTH4LuyfaxEg1O77IGSsQ2oo9ojAvUsceU8JLpcXAZqgi7lzd9OISEKjIvaYh997T19+RzbkvvBXRH05XeoLQ9R3EDR3EfLBy0q7Jf3x4Ue3kO9n1y+hyGJTuKSPfZlzLRXhMLmj39ocK80+f8EwHcA2Oac37FzHx8/f2XhWh7/jvdxzccXzjc0nAyM5tbt2y9h8+TzQ/DdegXs94NfftyJLJ8+VUdmM52qmpAZ1c5laLoJTDLypOaq5m6gJnv+Rdo+yzrxmo87r7qpTdVcNQiwWsMuZnEnbEKXw5WG8uEgOb2W0GVw6pbQaP5ozNqGByuyL6y/EiDMXK8uiFWHfLQeyrD93X5IksNnfbSenllKw+Y1b10b0uw2PDS4VyT/R8fPP/8+ruWv4IC97v1fk3N+OvrDENjX0HDfYvPYMwORkxTGjHVDitmuylv+ys//SE3Wan5XnzIw38tdA7iAqZz6ttX8rKZ+1bidbN1srxjJKx3v5n51oNaqfa251uHXLbXnu7txHDo+rzciaC1PYSRa109wdUCayHq2GqEqm+r7JkF1yS0mnoOA7pk+Dyb6c5exOXsJ6d0by+NoOHG46ySfUvrXAHwewD8G8BNBkVtp3R+zct/ONb96m91saHjgkD/6KDaf/kLZRY5R0lh1g1YuJLs5e2kiBA88I6GpBqnmbprwgdpfrOvfNRBMU8emNOyhTvO+tutBfmyPoLCgZXWZm2resr3qrC71q0fL9RQ8t6Rlex95TXQ8qt/7E/ahq7V4FZ6A+bnSrzEmgPWNwl6pj+vuc56W0711bXpvGh4K3AtNfingjvja+PkZP5FSWgM4B2AH4M3bvOZTAD4K4B/fyh/f0PCgYnP2El75+peA06eGCfvU0UDkJCmN8ibpMnkNUK/pJmkwWE5TrSp5O6mwbtW0lfjHYK9BGxdiUlM+gCpLXfHrBwIAoVH45dhAYHm9Khu2VNDkMdqWCjweM8Axu0VgqV/aP/3f75u6Q3z5H8fi9zNaDkgBzIMh+zyZ5UeTPYA6gVGfp7XzDQ8V7irJj2vd/3MMoTh/caHYT46fF4JzvxPARwD83Zyz2pQOXbOxMg0NDwQ0zeiF7/xjy+Uef3Ywtz7x3KSl3bg5EbwGWUWZ21xzVK3c13Orj57kpeSkBKPr1vWYm58jArad2hb7635vYuxb8kxxHBtJUoWLSFNfql9jE8LgPMSBeAqNKeiD+7aUo+SQoKEmfGJMSzzrO5cm9hn59JgQaRQAbjdrYsODj7utyf9+AJ8A8BNBwB3x1wH8MwDfn1L6rTw4Cgh/evz6Z+2avwTgBoAvjIlxeM0nAPzJ8eufu9PONzR8UNicu1xpVq/8v3++0rL4/+aJ57B95+UhmO5b7yL/y28V7bQkwNFoeGCuBWr0tWvskS/eiY+kTE2YS8tILEo6JMVI2ND+sOxK6iBYRy/t9jken5K41r2kees6dNa19Mm6I3KXALiqvEfQ87hq4tpGJHj0ebJOMLjOYyuI8qxkuZ/cC24pnN69MbxT3J729S/H96fhxOFukzwD7v77pQI5518F8EcArAD8VErpL6SUvoQhPe53YxAC/qpdcx3A8wA+CeBnUkpfTSldA/CzGLLdvXgn2e4aGj5wSCBVaEIdJ/MsiVFe+eZXkT7ySPm+OXd51FyZ9ayrzd9sRzVKJSxdUgfMycwD3NgGl9X5MrRoDFHw3RJBq99chRBdRhaZw6v+2XEvFwkEbFP7EQkJbrZ3TVytF25S1+sOxRoA0zPFsBwutESwjipYsJ/FTmzOXZ6sMyT9hocKd43kU0qfA/BvYzngriDn/DcBfA+G5De/D8AzAI4BXAbw/TnItZtz/gqA3wvgHwH4gxgEin8C4Ada3vqGBwmbMxenbV/ffHHa4lWT24z7v7/y9S+ViboSBtzcrolZ3DwMTKZ8JUrPwuYZ15SMS5S37LDmPm61AER51lUbL6QtfVI4QTvxqnas6WRZ99JStSXiPRQY52NQX380xiUhRAUVtqO71QHTmvnxe9lTXldDaP/Xq0nIc2sCMO38Nz5TTYKzOXNxfo8aThzuae76Bwktd33DB40Ln/ki0o3jyae+6grRM1lJmZSP1lMmOhKLauHAnOwcbp7vhKj02hLd3tXEqBq1LitTbdS/R/5rwjVrjQFQ7ZXlWK8KEFpW+8j/3d+vSWTcpE5LgC+rWzKRK6Jx8pMErkGLLoAt+fTZL312fm3kxuBOfhT+1nV2vygZzqE9EBo+WDwQuesbGhrmKL72MxeHaHk1S4s/eXP+ykDw1ML2+ylyWnPBazR2lIxlrG8GkiSvVTCITwUALUNCUkKvgszy5Ld3MzUw19D9vJunPcBP+6P+fR+rB95FZm8VLHyp4aHIe17rfnpe6/fGrSO8v74+Xq0huoTOoVaMSIhIaUp2pPvO9/1gRZLAO76TjeBPJhrJNzR8gNhev1rWuNNED6AQQfGh5gwcrYs5H/3wvSIH1bwjTZngxO+BchqtTSI6Wk+EpIlp3AysgXyRVkqXgWv9QO1WqLLr5fpTCVpdE+qnJpZiAyIzt1oFqkh2C9qLNH79c2hwHc3krqGrSV1dFx5Nr8sSPQBS+8gxaj89yZHez9Njtrubx4Xo+U5e+OwPD/vPP/l8W2p3gtDM9SOaub7hXoNm+M25y/XEuxKy9PXU9IHzGAkyMv2671eJw037xGo1tXE0bmWx3yMfrQdXArFkevdtYqNgNHUHROZstWK4S0HhxOa726nmXwi8q4WNJfeBCyOqHUeatJeNxu8+e10lEFkKvH5aAZzY+T5ov91dovcbmAIm9/vpun7U8lcr5FWHdPO4afP3CZq5vqHhPsHtajxD+tld5ffcvnVtIiYuTaOW6T7oWSS1mXcpHCiR0aReArRyHTQG1PnP+76QQNLgOjU1L5E4MI/q12MeC6DjyEawvC6KzNf1+ktw7dfbVk3dr3Mcaifqpwfw+XPyMpE7Q8tESphq5yos6GoH9mt85plZEYExM94oAO2HZ57euzlo9J/+wqDNN03+xOCe7ELX0PCwIL934/YClnY7YL0eJtLzV4Dj42ndckToK53kxSzPY5Fmqlql+6w71ELESCLpxs25SVwCAac+YCJr9fuuUpyhLWdA+dGFD8L3Xde6nXTpX04JgEXlq4lbNV4KObw/ukKA95qCzJIPPNL29TutBfpconGnhLJbnd+DUh61JSES5nSLDo5DA+2ASXPP0/f8yCmkb703WYRo1h/r2Jy/gu0xlD6yAAAgAElEQVQv/hgaThaaJt/Q8D6xOXsJr3zzqwNxPzGs4oyWJV34zBex/cZXgJyH8zmPZvJcrzfX/cuB2izL77yW35Xcdd90D2JjgJZq2OoLV5M7icqXnGm9WjfhFgQtr+e0j7oULgoe9GA3XwIXaeYes6DX0nSvQgStJN6OCl9KyrOxSfCfjlev47NTQUQFgChAUAP5tF96rcZVaB/4/dRR3W99vxiHkXPZ+Ghz9lKVibHhwUcj+YaG94ntW9eqCXFz7vIQUPfElLZhc/7KtNZdTc1dN5jrZ8RjRO0bwvR5MKm7v90jxtWcS01Vr9FlaU7mXaoFAHUVeBCZkyOvV+05qpsk5Tu2LZnpVWiJ9o4XISFHa/d19z3eC73PLlxEgoJr8U7+kfat8RIUYpaC7GwcpQ63LESmemrnao3gcx0z3iWmQqYwScHv9Clszl9Bfu/GsIHNmy+i4eSgkXxDw51gTFKzfeMFICVsHnsGedzzfXPmYklqgz4Dx8eTuXnVDcfXq0HbUpLRyZqmWE78OU9L3HybUqIixDzXXIHpmpTqHeOcfLnxTRRU52RV/rqpbg/4U/JUYUKtCAo38WtMQdQ+MCSQ0VS+XTeRqwo02tZuPzf/66f2JwvJuvXF4Vp/SvNj3gZQW130mbB9nuP7tNvHbfTyHnGcQLWqYvv6l4Gc8co3v9q0+BOIRvINDe8TFz71Q4M2vloN2nvOwCOn8crXfnTYEKREQI9m90dO18uc1qthW9ZiFqZvu6uJSAmN67k9ot53h3MC9eVavWmHXUCwChUmVNt27dbLOnQLVK3LyV41bQoKkbCgY4+0bralQo32leOO7pWX80/WGwUc+jgis7xC23cXhY7T760LLV2aiFyvrYQ2EU52e1z4zBcBDFanpsWfPDSSb2h4n0gfeXTYQOb1LwPHu8qvmW4cA7v9YKY/Wlfknk8fFVJP796Ym6xJaEtECcyjr5f84w4PbCupbFc1sfB/31der+0DcqOm6f5sdRnotUpCqqmqtq51cqwlvW43ldPrvO7I9K6CkwoRVSBcmgsC1f00H/shN4U+Ax3/ahU/P4+U977pPVZBUK0ke9PkPQIfQHrv5pDXnlanhhOFRvINDe8Dm7OXBhN932Pz+LODqf78FdGq+sEMz8mUJJbzsDwNmCZjjexWU7kGWfEcP6PlWU7S6sdfQiHMfU3I7u/Wenmd9y8ygy8Fw0VBc+qv1vq8Tv1O9wUw3LfdfuqXb0CjKwu0Ly6UeN81wM2FGzXVl/vX1d+je5mlTt57QgMq6XJQwcrh74ivwVeBg2R/tB5dFHXGwJJOuW1Fe2LQSL7hocdtr3UfJ74Ln/3hktRme/3qtMYdqM2iwFwLJKnS767aNBBnSXOo6d0ndI8YZ798KZma+z1tLUmNbWibvZGFXucBbUpKHHc28vE6FFGEvvuvIy13iVQ9iLCz8jM/f0DgxQ9v7gC2r0siFT5GfS5eRlc4sA239mifOnvGdG+o5YPXUwja76t4kPzIqSGOhBskta1oTwwayTc89Nhevzpo47dCztg8+fxgYh+xefL5geg97Wqfp2AuDz5zE6xO2krgbg5X3zWP6XknQQZlRQFZbMPrdCjxRBH67GdEsNqOj0PHys+daLR6P/0eRW2oeV8j090KwuMkOq3bNXkP8NO+zsbYDYmFtB61Tmi/tO5o7wB3EajFprPvwJR+WFcQsA3No89jBIXLPiO9ewP59NEgvD72TDzGhgcSjeQbHmowmnj7zsvl/2o7Th574rnBPL/fD1oPtf8bN4e17zQPe4AbMEU/R9odzbF6zCOr9VzOUzS8EshShLaa/gnVyksfboPIOBZt09PRRvUsmdq1Th1PH/TV647GutRv1b6X/OseMMdNgQh3S/gSw74fovopqLAd1cDdfeD1qsClqyd4bons3QXi1pI8avt9nm/Ck/Ngul+vihtp+42vVMtAGx5sNJJveKhRBRuNk2PJLz+eBzD5Lm8eD5N5BN3tC6g1ay5Vo7/VTb5L/mgn/DJpp8lXSyyZ+UlqTrqRlksCc8sATb7ul/ZAsKU23WLgfY3iCZbM+G4BuZW27f3WMkqQ0XmPZl+KVajcAIEw4veyjEWy7nnUvFsxFH6ObhvtkwqWkvimspikBNw8BnLG9o0XsDl3eRBsD1l3Gh4otA1qRrQNah4+VPu2n7s8THbr9Wyv7Quf+eJA7JyMNSXq0XrKCa6ma1/W5GZS19AJJXLVCLW81+Xpbvm/L0vTPq3HjWm0DcehpXBKHjrGJe39durW+8Y6fNyH5isvPy4Rm91DjStYqs/LaKT6EomXdoP7GQk1ZSWABF36eJleOKpf3R7qOtE++jiW6iFuHg/ZGQXF2tWW131guJsb1LTc9Q0PLSoy30/R8GUf95GMXxm34iyTMiOTGWDlhMn6gHopnG4/6rnTo6AyN8nyGk7qGmDl2njJgc9xQALHUkywbk52zVIRrg8PiK2cg5FT8EB0XG4F8WC2iERV2FlawqY7+hUrQ1fXHxKo1K2IrBERseqxYp2xMSLXbUKegbyPBdHSQPbDx+/PlnnuXTDgVrRACSxVch/2XdgBKWH79ktouP/RSL7hoQbTzZb93d+6NpD88a6Ywzfnrwz+2VNH03HNIEbTeS/ZxJSsVgFZagS1B3t5fnMg2DzFTOVOSjymgkAnfSrkhdoF4OQZBWw5lNyW/OYuyOg1uqzNBRb2IbpXrtHydrjA4QIDUBPmbj+5WqL0vRqkp/UdInhex0+SdF64Ry48UHDUPlM4LFq7lHcrkten7wU3INJ3Rsa/eeyZQZvvuto3Py5V3L7z8rz/Dfctmk++4aHF5szFEhnPjWU25y5PS6HEh1pMmEoGGuxFs2onGrEuadIIe9XqCF+CpyRCUvFgLfZB/fZKlJH/2LXUcXyzfighREFvqjmrP3rJT63tu2brYycRRlHiHs/g94nj8/7ynAoRet/Uf+2BcPp3yA3hQo7WzxgFjsf75YKI+s2z9Fufhbt8oqA7Qu9ZWUZn5hRe+8jpSWPvhwyF2zdeGH4Hb10LN2FquH/RSL7hROB9Zera7bB5/Nmyr/v2rWtTQhUmB3nzxcGEz2j6khM91SRQtGQLolOCIHQ99ZIZONKco2NKhq6taqCXar0aGOjIRizEoSC4JUKN+uzk7JHhvEaDCg/FBixF3fsqAD+uwkVnz2YJ2lZ0PyLyjfqowY0sH/WFcIFN248C7yJrhfaDgirbZEAoy3NdfkrAajUsMR3dVZsnnmtm+gcMLfBuRAu8e7hAf+PmzMXJlEozZkqDaX6/r83n6st0U+1qNQTuebS2Ey+h/l8lllsF5S2Znn0JmwfDRQFZLohQu1sKVNO+H4qU90AwnWNIKLdCFOfAfdvZ52gHPNemlwLutJ/uw48CCdlmFLzGvqmA5HEI/j+FvMhy44iew5JbZCmoMIoTiAQ/374YAHa7WTBew73F3Qy8a5p8w4mBmhEPJbfZnL00EPzZS8OER3JeraYEMnvxr6vW7sQzmpGz5j+naVlN39lI0Pd2V39tLxq+tqPQa7UN1fqUYCPBoTKt97HgwbG6dULhUec6Xk8Ao/fT3Q96vD9Afi44RJquw4MII0HD66GlZbWqrTGRdSC6f0uavSKyhNzqnD8HtZrwXOQ+cXO+vyfHu8kNpO2cHvJCNDP9g4lG8g0nApuzl6q93DW5TVVu9LlvnngO2I0+x1NHw0lO6kcWj6qamK65pgVg3w+bfLiJ2hPR0BeqvlUPHisTr03SSoh6TH3nvtae1zvxKzRhDlGIVgkiWJPvQXlKbjRHR3uhu1nZ+zYKBvloPd0bulH0HiiJuhDj/usl14MGIoaC0JjXXwUPj4HQ8qoJuw9f4wX0XdDreV/dncFzbFPrpal+LwKo70oYuSH0vvV5EnAZE8AdAzFkhdy+/VLLaf8AokXXN5wMHB8Xv3y49IdL4ACUyOtHTo8+9BWA/bhOXjKC6ZI3ToI8rhoPMI9q1uA7Xbal5lHWkzPQY074WvdS7nLO3WpmV3M0EZnrWbd+L/U6cS6sEde+uXCgUfPRtS7c2PlEzXLJ1eCmdq8jumdVA6km5YjoI3O7EqjfY17PQExd2RC5XvS6fT+8Bx5N733XcfUZyBpxTwFU7k0RHERQS6Nwt14BGqZ/vJuE3JSG73laVtrWyj94aJp8wwOPzfkr2P7ij5XoX+z7otFvzlwcoujffqneSKbvhwls30+5vz297EwTC4ibWpOTG6FL35Sklny9ERlEUfA8FxGyuwO0fPQ9INiKgKjtM+LbXQ1H61hTdHIP76lonnqdBytGWr/fF65uuBXcXeDaNNuOyFyJXnMgRBkLl1IZR0GEfnwp0FAD9HQbYH8XJHi0PK++HwRZBtaxj2yfgix/E6yjH35XjeAfTDSSb3jwIYlnNEXt5uwl5EdOlYk2azDSqaM5kaj5uRIIbPL3gC0HScB9zkpoSlru89b+cPLVtiIftJINEQVskaSVfLRdNW8fSo4jbeUl4SE6Fmm1HvSmbUZCjPvDtfyhZ6L/L5GoC2Bsj8KJWhEU7pbwmAx1z/i4ovsV1RcFAgL18sJIuOMYbud7iQUZhZh+0PY356+E7q+G+x+N5BseaGzOXS4JbLbXrwIA8nvvlUkyjclrNuevDH5zmiiZ7UuXUlFzUw1Izfe+3p1r4pVYdLJVn7AHRS2tanHyIyl40BpBwiRxqF+W3/0aFTIU6uN2rXKJFLsOyf3LrsEzqNEtB2oFWboXkXvAxx0RPct01hc1yUeBamx3Ns6F8Xu/gGmsagVw/7uSamR9cLeBB24qdMz6Hkb9jgQPtrHqSh57AMM9OVpj+8YLRYvfnLvcNq95wNB88g0PNLbXrw7bvXJ/d2ask4l8+9bVKVUtg4pI1rphDDCIvepP1dSflZkeNWHwfzfrkpw1WI/pS5d81Pw/ZwBiNtZPSH2rNBKFmV6BucnZl/jx/6gP0XJAjp/+Y/Tzfitn8Z5oxriqLWtTn4m2S6jbQ+/90nI3H6umtHVfu/c5uifl/to2tSpoePyC3v99rmMz+G54H9QdpMc4BhVwdByeWEhN8KUNGzev0zS5Iuhtzlwswi4F6YYHB02Tb7hv8O0u0ZkS1OwnH7ybFBk0RIyBRKG5VbU5RhcTTkJqOo9MpJw86ddUDT/SCp1IOMmmkcC1fZ5Xi0GkDSsZqktArRUarFURQVCXHlcLB/vv94n18pyvCdey+jxU23Rfv96Xcm+kvBKqE7daN1Q7XhJ21OIQPR/9vpMll1qv1h2Np/jLc/283KoUxQaoBYplNKmNWin8vdE6eR3r4nj5W1l1yOtVvWNjwwODRvIN9w2YP544RPpVMps+T0FhzEPeiUYTmauBuX9V/1ctys2uJFf+76lgI204Wi7Fyd3Npjrp69It1qOgINH3c2JSLC1/8zKRaVj9+LRmuEbt/ffMgIf84IW4xHSvFhB+13tZiHRc5qXPRscZgX1K1n9/Pv78q+sDM7sStpePPg/55WmlYUQ8n9l6Na3bJ3zc2h/X7Pm/tqtuE+07l5b2Ga98/UtD7glZxdLwYKCRfMN9B04iB9Nndt1A8LtdHeVOfzs1K1265glCONGrOf2Qf9g1QydkoI50BupI94iAnHB10tV2te0oSI3Xqqbo/n095v1cqkN9vB53UAkOtk7ftWI/5vVnu/dRUGTki4603Yho/TlF1grFIQGhz5NgcWhsLjxEfdPnOxMyBg0awGQF4H2IVnD4eLnuneV1WaeXLXsvyPNg2S4NVrNTR8DpU7OtmBvubzSSb7hvwF3g8s2b2Dz2zHBMzO/MYrd5/Nlhw4yUgKOjmqA9Klw3jKFmpGZMaqeu3d+KBFxj7m3ydU2e2p9ufBNpv2pydaFDyyl8+V5K82s0opvltA/8X7V5HV8VcCjXLJH0Ic29MzJRc75bTVQoYb3atgpJalZ30lXCdQ16yVyvn3otjy+5N/y5uuY+ux/SF74fYxxDunlc36eUaqsNEK+oUCuQLgn0/vE4hWH+UVjmM7l5PATgXb9afpObx55pEfcPAFrgXcN9gc3jzw5Z6s5ewivf/OoQxSsm+e3bLw3nz1wsn1ivxi0zx4QeSjjAEOQETCbtbtSKaAotJJLryTGa4DVYK/Jrluu7OUGVcgtr11l/MYFLH9yUz2PaRyd13WaV49HgLifptWmI7IMGGkZCQZXnXtuXcimh2s7WP6t7Z88PqLVXJ8xVmh9T0GcP1IF/EZmXDVnkvXCC1zFVmm5Qb/Sd7blgwfsMAMmEGr0fleCY54F3Oh62o/3z2A0VkPqMklRH9w1gudOnpnwTY5wL89kX8/0Yr9I0/fsLjeQb7g/QLNn3077u5y4PE8h6hc25y8injpBSmgLuSiIPBnR1KJvKcEIrS9m6OeEQOaNknNOgOjdJO/kT1NLpHwZichsaq9slmar5fMmvvLTc7FaapJdRouEqgSK8dJP2R2hmPiKlKataZA1wYnYf+6wfAWHfSrN2AcTLdqjfBx6LNHcNjNSx9Atj4DHPmOd9T2lueVHiBep7qKsw9v28v9Tku4RwP3m3LPDd0+Q4RJQZcdUhrzqklID98RSZn4fGNucul/6VFStjaujtGy+g4f5DM9c3fOjYPPbMoLGP2jxynsyATKW52w/rsXVyL1rHOJEd78o1VeQxJ1EKBXsRClzbUs3ZTdFRwhrCtb9ZneI2YB06yWpwHSfr4l6Q6PNoVQDrpCbqZuIInmOdZXei8UZmfx1jRK6LAkdflyGRRfdD67vVqgGWW+oPj0dxD1qHntPnrLn4PbBSTeBRnIQKBVpvlM+f5RnbEAkMfa41bO2zllN3FN0K+ox1fOrKGvubmPFOlzPSv892uAz1xs3pN9sC8u5LNJJv+NBBsx/N9SXgbvSZb554bphISOLU+g9pc7v9ECikGqDmWad2o2TjWApw0glbl3+pjzcLwXDSdC1V/fAE62QdjJxn/ICTiU7ebM990hGplT53E7k4aVFjjIjQtXptR/sYmZJZ1mMnWNfSNXpMzew+JsKfq64U8HrUJ+2xACkNAXC8T2rhiZ6fvgMURH0nO7avFgQ+7yx9OnQPfGw+dr6j/gyz3Lts97HP0woVJoNSawStPezbI6cHM/6bLzYz/X2KRvIN9wXKcrmch/8tEnhz/ook9ejmE70TQ0rzBCxK6NHSOkWl5XY1mUa+X21D+5RSPfGz7oiklWS0rugzMu2TVJbytyvRFwLpp2vdlH47IAEc0uJ9nJqgx7XwSON2EvW6FbS4uG9d+6fBhdH11btk+RN4j6OYgqXn5a4KHYP69kub0kZn7SwRvq+IiIQwLa99izIwZqtTszxqEOB7N4pQ3jT5+xON5BvuOt7Pj3379kvYnL8ypKRdr6ZNT1SDLVrHvvZj6mek4fgEuqSdAvWad2rhXC7lvvpCcEHSHNWKtV3vg/p9OcZk49KxqBChgVdOTOyDQsvshdx1L3Sf7NVE6/1hn/2caqyaYU7HocSV5C/yl0fP18upCV1XJ/iYvJ88pvezMo8P9abj3fTe8Zn7M43a4P3Ve9x19T3S+6nWkCq4Lw3WAF+mGCU4cuHGhcboWbo1pmxOM74nvD83j2dafVny2jT5+xKN5BvuOkpq2Vtgc/bSEFxH/3vOSB/9yOCD19SgOknRVE9ffGcTtZooCf8/MiPzT7U2DYYb+1dpgTRbFl/qaiJ3dyF0NokqOTupkDidyCIhI9LAfCzajpOLEmuy89pepEE6uWgfPJ6B/eCnX8Pv3BhIn5ESlT7bqE+R8AfUZHgIair392jpWrXWRAKa3lO3mHi9/m7qO0argr6X2t+IzL0Nfff423LrEdvgLo3qElmvpnt883hwo+125bfccP+hkXzDXUUh96P1tJ5Wfvzl2BPPDZL/OOEXE30/Bt1lm+iAelICaj8qUPsOOVmqH14RrS0mnICUZLNMjpppDZibvjVgTuvV8Tj5HyIiNbNrlDfPOUEo4fGe8Ph6hXy0HnzNSk48z09PRRvBzcn06x4i1C5NgprfSw1UUwGEn06K+j/fAdd23eTu1gEfn/vlXaCsBA95zpHriHU40Vcacarfh1KXLQ0t7570eWmDm1s9r0ig42+KiaW0L379o48M1rdf95FhK9qW1/6+xF0l+ZTS70gp/Y2U0jdTSjfGz/8tpfS7g7KfTyn9RErpl1JK30op/WxK6WJKaRXVPV7ze1JKP5VS+pWU0r9MKf39lNIfuptjaLgzlI1iXv8ysO+nyPmR6Ldvvjicf+OF4Zj7/aiRaCSzRmYDc/M9z6kGrISpCWjU3F3qD7Rhfi5pnP49mvDVRKvlI+3Wof5YJRifoHWcUVtAbdaVMmnfDysWIi2zk/pZl68u0L7rfdG+HjKv6/Pai1lYo8K1Tj2mKyhuB0rQStpFyLB+lnsrqzQchdhlX3dNLFOlRhYXSvTOEX6c77/HCvBcl6bzHjsSmeV5XRQjoEIsnwGJXu/30Xow27/7HpAzXvnajzZ//H2Mu0byKaU/BeCnAfxOAK8AeBHA3wLwCQD/jpX9Xin7PwP4KoBTAK4B+PGF+r8w1vebAfwVAP8DgE8D+MsppbZA8z5A+aF33aS9nz4FwHav0glVl+sAk6mQGtl6ISoZqP3m/A7MtVonCzeH8zjBep043U/q54A5sUepRDV4y/vhZtTIEsD+6jhVy3e4FkzTr2uJbk6PhJyZOdnI18fsJKPkHrka3KoQwX3WKtTpOL2/kRn7EAn68z9EzHnhj+PSMkvky/4ccjVFbZfxmTDcB/dHfzsq6JZYgzx/RhqnUsz3XVm9wrwWDfcnUvYf2vupJKXfD+B/AvC/A/iPc87/ws4f5ZyPx/8/BuB1AB8H8Ntzzj8zHn8EwE8C+G4AfyDn/ONy/W8C8PMAfg3A0znnXxiPfwLAPwDwBIDP55z/3h2M4dWnnnrqqVdfffX9VtEg2Jy7XG2QwXXwWK+mjWV8Mqe/75CWq5MOoRPWIX9tVBfbVG3ZtXMlfW2DiI672RiYtEK3QrjAcKt2iMgPq+CkfrSet6u+WB1f0QIl+l6Pu3tATeEuFKimvETckbCleRD8vrv/eIn4tL4I0f0ad1tLuoxN4xT2+7lp3y0bfD/9nmnfozEs1bf0TmlbS+NZckVE0GfENilw871ZS8bInKeo+nOXwSRKzWR/d/D000/jtddeey3n/PSd1nXHmnxKqQPwowC+BeA/dYIHABL8iO8D8J0AfpwEP5Z5D8CfGr/+caviDwM4DeDHSPDjNb8M4M+MX3/wzkbScCcoW72euVjS0eJoXSYOpqOl5F9ADTQLGbjfVeGarZpTO5mQb6Ut6aRVuQbyfEmR1+lWhagtF5413W2kwToxHdqgRidh7YP74EsfA609Il0lA67P13FGRKRLESOtH1huS8vomDWo0Nt0ctRnpyS19OyjwDigvIOJ26tq2d1+IniHm/d9fEnG5Zq998MJPbJMqBvFhV0dt7sntO4oKDR6RiqUMJmT3AOmnkafS177hvsPd8Nc/3kA5wD8BIBfTin9BymlH04pPZtS+u6g/O8aP18Jzv00BmHh8yml07d5zdbKNHwI2L7xwpCx7u2XBiI/dxnVBhfr1bQWvktDOWptqgmqSXMsO/tT37zu461mR4LXaJ0kBLatJtRosw4VQErQXIcqY15v5yNEPnMnHW1T/bo8r8FokUVDx6yklDPCpXU6zkiQUAGCbS6RuV7n4/Udznp/xl19XWRhjHzSSpj8/9D9WbICaCyA1udBfEtuHs2LwM8kSXT0WdPXrW6UyCLAc9qOukZUAFwSavS+6HfPNqjv/0yQluem/RKBmJtHAW29/P2Gu0Hyv238/KcAXgPwvwL4EQAvAfi7KaX/I6X0nVL+s+Pn172inPMOwHUMOfXP3+Y138Rgxv+NKaWP3KqzKaVXoz8A33Wrax8m3O5yGC23feflQYt3/5ySRJeQj9ZVDuwqqIcmQjczRgFv6udkO/oJTJNgRGIz/2dA7mq6BcR3KeuqdSLsTbsu/ehrkmFd2q5mfVvSfpV0osj3yP/sQhTb8LFoXZFZns/RSUP7F2nmXZoTfhGaKGBIH3wJXURgS+4DPafCi5OjmrJVgOJ9WjKf+7idhFWodMuA3gNNHxxZcvQcr9ubZcXr9BS1KcV99nvm8SJ7s/r0ubYEaSCrpJfmyhn//dPK1/Dh4G6Q/G8YP38QwKMA/l0Avx5DgNzfwRBc99ek/MfHz19ZqI/Hv+N9XPPxhfMN3yaK33zEknS+vX51Wu9+5iKw2w8/dmo2bibsM9IN2z6zTO6rWsPRyTgiCamzMiUe8skWjWVMNarQJXBRNPSShglMBF00+lQfvxVGrS/Tf66CBr9rGzo2/a6kHOWCl/YW/bWRuXvJZaD16TktH2mcao5XUomg75LXtdRXYK6Je9/dWuEWABUw/V0hdrfY3Y7j0z8VBFj/IU1cy7hJ3jPdAfMUyAp3wej/+sz2Jvip1UGF0FGwyL/2rbJyhigratrGNR8q7sYudHz7E4Dvyzn/3+P3f5RS+o8waN/fk1L67tsMjOPbvjCb3tk1S4EMozb/1LfR5onFhc/+MF752o/OJfwlrFeDuf6J54Zrbh5LQNY4QZI4V92YTaubT25qFlcid2IgVBvT7VmVYHOei7Jqglff7r4HUq7biQiktCv1aZ9UC9Lzftz7xNuw6oZNQvycJghSRAShwWJRuZxrYtPzUYBYZC3Q41G5pf5F9RwC35NIKKmEA6tPCZ7vo167FLgYCSP+3rGcC2OHxuTpfOmm8PgPDyJ1lNULtJRgXq//Vkrfx/Z6TFYemu/V4sMU0myv6ntfvdvbt65h8/iz1e6RQL2i5sJnf3gIaLx5DHRdi8b/AHE3NPlfHj/fFIIHAOSc38WgzQPAvzF+3krr/piV+3au+dVb9rbhlnjlaz86rG+XzEM5vQMAACAASURBVHXbt1+qNHtg0O4v/IYfHLT3MxeHH/DN4ymam5rpfj8lR+EE4iSjkylN5BWZ2Pp51USBmADUHM4yPO5L3dgfDwDUtoDlideJvJhLLRFPENCXV8P2nrP6QtO+aYuRf3y9GnzBau3QPgHT83BNWAk7ajNau87rooQpXsZJVsu7BcfRpfk5khSXWzJjnt+XKPHMITdPZxYi1didyLXvWr8LQx7Q2clzVx93NHaNGfBYkQi+Zl6T2+i9WXXzshQ0eI/UNUZhQNw83A66Eq77PAXmAUjv3gB2e2zfebkR/AeMu0HyXxs///nCeQoBj1r5z3jBlNIawDkAOwBvBm1E13wKwEcB/OOc87duv9sNB7FalWQ1myefn52m1J4efXQibkbTS37rdON4Tibu83QNlxOfag8OWZ5X6onq06xhOglFAU0ROKEu5aEfkamVlQOmxQOYBb6Nn8niDlKfB+Jfr0pfixlfof52zaKX0rQMLLLGuC8/8n9HwXjAPCGO33cdy61M0E5SS9n19DvdOat6vIWQdvs6mNL7qeZmFZKisv5+uUBUjtm7EfnBte1Sth9z4kt/V0K4S3Xpe6zPXdEHApffE9bLlRT+XtPtU1xc3VTH6Icv2PeDsH/20lRmPAYMSsL2rWszRaHh3uNukPxPYyDlfzWldCo4/5vHz18YP39y/LwQlP2dAD4C4O/mnG/I8UPXbKxMwx2ibPfa5yGP/H4/BNS9/dIgnT/5/GSW449fJ2iSvU5cRDSpAnOtNclE6+Zj13Zkws6njqbjnKTcp+/BdJHmuOSDBOoEPWOfqgArvV7HNrMOiO8050LMuUtDNjohoaR+a63H78O4Xnm2qU4x3/va/VRr+r3cZ62/CAHdFDsRCQCHsuI5UfL5KBYJjdeYv1nfDe0H++rgtWqKjmIGWC4SApWAWdYtHA5/xzp7hrfSzvU5FavVRKJhTAOFaZJzFCfj99vHab73ymKj41fBWreElg1sAEzbSDd8YLhjks85/zMAfxWDKf2/1XMppX8PwL+PwdzO5W9/HcA/A/D9KaXfKmUfAfCnx69/1pr5SwBuAPjCmBiH13wCwJ8cv/65Ox1LwwCa6bdvXRuC6MYfcFn/vt9PErlqQ+rTc5OqTggKTmzup93XBFi+R4QspvZ083he7mi9rBnyu7btpK7m+6UI+Mjv7tfo+E0gSKPFofLFR+V9Mnd/fSRQ8Ls+F70HelwJMsr5T1eHZ1fzPmn9S6Z31cIj10En9y8KEtPvSsq8ByRAJfDouavwET3TqF01yat262NxwUZdCS6o+P1WAcjjCXhMr9d2ImuNjjkH49DrtZy/S4Rbl/ieUwjOedyfoh/yZzz2zLyOhnuOu6HJA8BlDFns/puU0k+nlF5IKf01DGvY9wD+SM75nwNAzvlXAfwRDAF7P5VS+gsppS8B+IcYst39dQxCQ0HO+TqA5wF8EsDPpJS+mlK6BuBnMWS7e/FOst01BBBT3LAr3DApbM5emqKhqRVGZFCtOw4IQTVGahvuk400LA8Q0vr4qf+nNJrSF7SryEccbb0aka37zfW7T4quVZoQkWX8NN9n19K1Xbk21AL5f7n3wTNw0tP6lrRJDTCjdsl6lqK6I1L256TarPatGkOe9zdCFKugY/V29ZhrpZFwuqT9RkvciCXhge+FZrLjnwpfEcnqXg8+Nv6/JGgt9YeuEP0t7vZ1Fj++H8e72B0ldZUdJgFsv/GV+Rga7jnuCsnnnP8fAP8mhtzzjwP4rzAkp/nbAH5HzvmvWfm/CeB7MJj6fx+AZwAcYxAWvj8HuXZzzl8B8HsB/CMAfxDAHwXwTwD8QM65LcS8SyiBdtxARo5VfjgG4RAMvOltkqS/XqGTIglek+L4hOR+9shXPNNEJw030XyoROkalpt9Iw1GiVOzyLlmpsSU0sy/XqDmfiOmHLk4WK/3zQUL//moqd+Xh0Xm6IioO7sP7oteEqRm9XTzuhwkpyhlq1siVOiIymjZpfHod7UKqHbrm824ud5JNjLpA/PgO32eLixHSZ18PP6bica6BNXWXcMnVJDQ8alAXPonyzZv3Cz1bd95eXD1CeE3fHC4W5o8cs6/lHO+nHM+l3M+lXP+V3LO35tz/r8Wyv+fOeffnXP+RM750Zzzb8k5X8s576Py4zV/K+f8PTnnX59z/mjO+bflnP/HuzWGk4bb/VExsG5z/spkogemwJkuTUtqdNcyYCLMyKeuP/rID6wTiwb4FDO3XKO+04hQdDJ1glRNl5M4+xcR+WpVHS9atpevhAY5x4Ao+tr7yd9eAumc9EdfPP9PaoqNxlLuZReXU3Q29ghapoxJCMPbifzH7JtbRyKC9LZpCaBG6/5nf3/8etfUXfN207lqpQqNQPfMh2xLI8n1nijcSqBjjixfkeCj7ap2Hwk0Xob1+H1zy1hklVAhh787jbZXsI9c3QAMc8TpUwPR7/tqB8qGDx53jeQb7j8sJaeYlXv9ywOxvzfFOpbgO9UOVVuojgcmdJ1EOHn7kilFtkkw8kGq7zOlOkGJ+m/1mJqfdXKLtFUVBoTgk/YjIlm6BFzLZzv+fTamoc8luM7M9lXZ6PrIkkBEWp3eBx0XMF9u19lYl+p0MiRJKlGUeiayzadPDc9xyQqwRFKq6et5HYOP2QWYqIwLqxTOonu6ZL3Qd99J2AUSPaerSjTDIPuyJKC5YKXPMnJj6XftiwoUUTKcJcsJrx3XwONoPQixp08BKbWc9h8yGsmfcDAjHf9XzJaznD41CALjhFKi55V01TfHyQCofetAPZE6Md4Kbm51EyEnPG4a4hNOpCktTexRyld+ByaNWk3kquV3A8EXczuFBE9yovXmHC9x035Ef27u17G5CX9mbelicllySag2B6CKaleBKtkz7iV6v5j1FzTaflyVEG3+wrb9GtXG1Q2hZSPf+JKLQJ8B62Qdrs27Fux98rrZvr/PS1Cy1T8VqikAqCXIhbvOrnEs9Ud/A7qqpbKEHHivUxr2mE/jEs7ofjR84Ggkf4IRafFVIMzbL2Hz5PNDprqdeUk4Qehkp1Di5bU+kfrk7BqdE69O1GpSdah24ufpXnASirR2XU4WEHh1H8Y6cjdPXlM07pk/U1L0qoXBJ2ZfFsbj+leNXywD3q6TPbVBnbxvx3dexrBwD/se2O+nDVi0bTUrR0KYEu8hi04Er9OJjf+zbKR5uv/cy7jbiHA3gveH5ynsuhVCBZIoYQ/L0S2mK0qA+jdZvT+BIFGEzUC4dSuIWkgoRPDe6XjZrtZd9pzYT9a1IoQP78jm/BVsPv2Ftkb+Q0Ij+ROM7fWrA7mPvrILn/li5RfbnL8C9P2QW3q9mpNDLz9oap6eqzsy9el5/SSWSDHSkKL/1c+vE9zetMhDFgTVSIlIE1aCdDJL49K3yDe91KZq3UvXRceifkaEGNWr2QKV0JYEoKjfi1rmZLnJmizF4YTe5/kYSCpKmkpSFDaj9yoyRWv+fvfF8xjLuruC/XFBKxJevY8AqkQ1kXtjSbDw/qkrQ39vTPKkAnFF3BY/4v3U+6759HVc3j+11ui9Zj93Q7R95XtfD8vstr/4Y22N/IeEu5G7vuE+xIXPfBGvfP1LowS+K9GtmzMXyw+fQXZlRzhgIgMnS35Sc2eQDecV1ex9IowmVmCqN8peF/kzy/mFQXcywQKolsKxPW23una4hkQ184eLn5zJakLrgBO4Cw5qHs52z8do/bxe1cID69A89Fqv1+ntcHyacW/dIVrytCh88J7bmNPNcbOhvkfKQgwREfO9WtKgV90YZ7Gf+uvPPbLeaBmNBPe++zVOel6vCo2HrEt6jPXw3XPrFi1jfQYQCJrIYoGY3gmsktSd63bdMtGlSbPWd92FPBXk9fos1jv2t+sAMDBSlv0BwH6s4/Qp4Hg3WRD7Htt3XgYwWhLHtLYNHyyaJn8CsTlzEa98/UvTtq8pDX55rncd/2bR955SUycgHmcULScsoJ5kSfAaLc/6fCmd+/8icnCynWlMMlFFmriimD8DghaNbdH8PqIieCXFnCetmZqcE7qXL5WmEkhYpbmNNHgndPfVO8GrsOB9AWrSdeJXE633w6FuGzdn87gKkJEZv5BQX7cRrdKIBDG/5953IupjH5SP3Ed8VppS1t0IHheiggx/ExoYt2T9YTyMri7xepcsXiog0tzuwo3fE+2LCgDc60ADAl0o5LGyL4JkuxtX5TST/QePpsmfQNAsVvZtByYNvM+DVgBM2pJqCkCstbgfdG+TMMvT5Br6QqUt1hNp85FJ1OvyMjkPEy81mP1+PllHExtQlUs+0btmGxFoYMYvp7uEtLN75RP6kral/y+5A25l2nd3g/cjEmR4rOuAlOvnw/+dTICaJKh187hrkVqecJO+aq76rkTExjIqpPj4ertX3kcfD1C/k8UsnmqrCstFLhEVJrQfHkTq71eUfEbHQC1b63eS1vvh/YhcCNGxco7vsAjV2t+U6n0UxIWwOXtp0OotGc7m3OW5eb/hrqNp8vc5ion9FrjwqR8ayo+S8+bspclcr6S86oZMVWNQTLWLV6Q1qyZD6I9cjwHx8qWlCZTaBcv4sp0ljU/rVZMok95wYovyibs25MSYx81hWLflly9jiHaXc38lUEfduybOdpdI29sdy1Y7l0XlD7URWQI8D4D6c/mngltndfj91GOReya67hAi4ayyMHWB2Rvxss6oHHB7fXGXlj831ZajepcE5eh9dMEmQnRf9DfFdqLx8/3mOY9n0TZomfJ7UGJh9vW7xHF0I4F3CTh1NAX/Pv4sgCFmiAS/efJ5bM5eKuca7h4ayd/n2L754tzMHeCVb351KC/JbDbnr0yadSc/bNbn2rITuU/UrrFFdfA6Naf7NW6qZj1LvtYlXyhQmzxVk9HyOiH7ONXkKOVCn/ySNg1MUeaR6RyYyF/94h5xX0yrRk5GzLP89l5Wvy+d97FFVgMfr94TddVoUJZq2pHAp/XdanMaPabkFz1Xfvc8CdGYVaj1gDS2EfVFXU+s51Dfo3X8WkfUpmv0vJ/+jrtFaUmjdyFW76Mfj4QxJrTi89S6KZRrvgoTWHT57vb61WELa/rpqZA8+XyZE5rP/u4jBRlkH0qklF596qmnnnr11Vc/7K6E2Jy/MiS3efJ5bF//cngeQG1WpfnazYNKam7yA+bBc2WZjKXQVG3Dte5DwUm3U87dAd7u0veI5PzYkpa7pDn59yWTNzUe1671fo/XcG19WWOv5VmP+qV9Uj/UX23PSUPr04k8ErwIvj9aXvPJ67moj252jp5f9L++ny44RcKKapwcTyQcVqblFBO09k+v07aW+h69uxS2icjSsSREap23sm65YOHP2K1bfZ63q8/Sx6NuAiV67bMKMfxksK7Wz3M3j1tee8PTTz+N11577bWc89N3WlfT5O9zFJ/6+APavv7lynzP//PRejKhRWbKiHiWdr3yiVjzyhNL2lpkFudk4drYkr9fxhtqO65RFQ1pgax0wtfxSzKRHJlx3UTvmmJQLt+KGKRv3IOe6+5LHwKhJEu61bxeTSZ7Jzxer8IGyW9J2HE/tu+PzvfH643ISYULvjO67lqhz9Oft5dfeqY+Hj+2ZE1wjdotTasxcLKXsUb99/XutGJF70EkmOiYNfGOnyv358D6eoWkRc7c+lmfR0TwHLu2F+2K6M8rtKi4UDB+Mqf9vh+CgoHKlN9w99FI/j7H9vrVQYuXDWNwtC6aO/d4L0uZuNe3/vA8axsncU/sEfmwFe7T47WzicgmubLUpq/L83olDQ040r6p2f+Qn5P9oPlRzZCWi9wJOes4Iq2NxELSdS06Sya7JVQT+NgfZi/rhOiNmItvfzTXpz5P+e+17qIti1tAk/JEfVEC4LWRkOUCFIU8Feb68fpD5Mhrve7ILF0+xderY+E7pcKOCyGlX7m+ZqlvJCaPu2B5fY+XxhZp2jvJ0GiCaj59NPTzaD38X+rqapN5ZYEJnpFq1uMzLVkFWTay/Cy981Eqavr9s93DXqyIKkTz2NF6WDc/WgY2568UM35LfXvv0Ej+PoZu7LA5cxHoh1Sz2zdeGDZ+OHNxTGiThdDGySnnyVSvPn1m0wImqVwnC/4fLY8D5ibXCOqT12Nsg9/dL6jllOhVK/BdzPQ61SIrLdYmLxK8fAKYzObR+nqbBGfr5A9panY+cxzsj96H1arKqse0uUXTZ//YXyVzb3/JpK1lIzI/NA4RdMp3Nd0CtVBV8ikI0XI9PAmAcGExIp6+nwuj/j4oCUZWKL0mGivfpegd1DpUuHTBM+oXy6pAM5bRvAhJfyv6ewYmrTiKZ/A2I9M+29UNkCKLiFrfNJjO2+RxWtL0/u329fvZj8tvZSObzdlLQ8bNhnuGtoTuPsXm3OUSqIJTItlzVydKxz6h8X83p3MS1uuiScz98JVJvJu0NDX3cQ5dd9Ok79qCTvKsXzWByFzrhM/+R37WMma7kVpW+lQFr6UUb0KT0iAoUSPpbWLUY6UfCz55rVufm56jyyXSDl2g8G1uxzJ51SHtrayPS/tFi4Fq/97nKF+5a82u4bsrYGbBEU2Q1/DT6+wz0O+XCVetU/peM4GLt6HEpsf03dHHquWV2DyhkBK/k669b7PfQ+mnxb2U/kz15VU35Ybn76Lcb2m3zwDsueh7rgKfC25Jrqf7Qsfv72PXDc+ovL8LwlOS9269KtH1F77rT+CVn/+R+TUNd4ymyd/H2Dz2zGDe6vNE9L6zl2od+kOMNLPILx6B9bnQ4FoU6yaxR+kutb7iOw+EALbj393SsGRhcNOrT+zsq2uGReCxOAY1W8/cAHac5ZXAo7rFYjDb0AZAVuGCGpT6fF0Dd4sFUG9RS8uBPge/Jk2Wgpl2r+0onPQqQTDV4zKNNbQi6PM6dNzbk3OV68UsHqFG6/U7iet1+j3S0A/9loBaa3ZEwlFlmZuPN3GpqL8LwJyMtY/6G/Q9CaL3iX+uyfP6sqIkTdbB4NmUa+Q91BS3mzMXJ3djw11H0+TvQ5RI+fV6WBJ35uKwBtz90vxBrmVTCJ3Q1IdXpG3zl3p5QCYK1OfUDF+ZFO17Sqg0iFstlUppTsZ6fUQ0bIvw1LjeHu+F1xVNlErq6m8kwWuA3yHTNuuINGhMhFxS6dJqsF4NhF+qYExDsIlQNB4h7yJQeF/NkhAuGYwEGR0DCcDv15IVBxgSyRTy7eZpaH0cDteA+wysu3ksxJK1R8ehx3hNdK0LAEfjtKnPI9KQWY8/e3/XaXVYssz52F1I5m+Qbez7+fsc5dF3lwP7o0mPIqGyl/7xO8e22w0KiVv71qtxPMM7M+xwOfSp5bS/t2ia/AeEkt7xUJlzl7F54jls33xxCETJebhuvQpIELW/jBOfauA+cesEwv89GG5mRkRdl08w0aRBYaMIFrn+Y1m9TvviWsHMfJzmk7Nr6Wqy7FJMcPzftRcnuGiyXIJer5HQfT9pzN4Ptnu8G8qtuykroFfvWncfaIkLgke1g97Yx5KHn9e5GZ7l1qv4HlJbX7IC6DPQ69h3Ezaq+wHMTfT+vtGCVJn+u/kzjzTtyDXk7UTv7X4/F7gUS5YI/616v3QMLK+Cd3U/gxUQ/N8FCd4PziPF8lY/41k/1BqjlgJ9pjo39f24bLev6wLqTXCkzrJ3RsM9QyP5Dwjbt67hwme+CGAgfM0bz2Vw2+tXhyh6Zn7SCZcBc5HJEah/QMl+TPyxKvn7BEhS4net0//3ncAiwiZ6+XE7MZfjZg68lVnT74Ev/Ysm1krzCSLSfaLzfkRaOwkwMnUni95PKU5i4/X1Gel4P6TCXVn7IjRUS/7cLcDqzASu3/Oqq5blLWKsuwSG8T1ZSfIfF1xU61NBVMfJv15IwAnVidDJi2VIeiSf6HdyyAUQafOHzO9aLtKsvW4zVc/qoYVIy2vZSmsej6kgrGb+8i6Y4OvCVzSPKKlHwrw+G5bjc2MwqT7ryLXHunIelJk3XwT6jM1jz9yWItTw7aOZ6z8AbB5/Ftt3Xi6+tO1b1wYil8Q2m7OXTOvpamJZinDVdLWAmMVQkz0gZD5eqxNBStNe7JDzOum4ludliklWTI8aLBehz4AGG0WWARcinMg7Oa4BfYErIh+tB9Ou3cdBozUt3rTZSMslwecxxzsT3IQYr/MEOPw/d5ju2XoF7DOSRycDKG4XN5+LAJD6PAkfo6thtiLACcffLbc08P/INaJ9WLKaRNfoO6nPNDK363OdvSdCNtQaD6Vq1WRDM9O3fWd/9JPt8FhkNZhp3P38HutvK3ITsR41i7tQ1QOAXOvj6Ox9VleACk5+/1k/oWV9vCqsFYsD4ndojLLfnL1UjrVkOPcOjeQ/AGiqxs2Zi4WIqsx1RTOzH9d6hTpCGfWPV4VllfQjkosmmN5+/JEmoxO3RtezvGf40n5EWmKkjUWasp6PJiKHZ+pjX6S9fPoUkI4HgUuIs9p5LiI715p5LYmUBB5ZDsq4p8m5CBXj/1VbYx2JRK7aWLQ9rP7f90gQk7wIXKHwIe9c6ZOP1wmow5xAqdW7QMBr9qNlwgWU6v4EQh1QE7uTsF8ffbIPkYCz1A9iNca7MPrdBe8ogxz7zPo1Q+AheB+1nuodyDXZHronXk9UtrxD9ty9XcJ/75UrQwQSv47vARWK9Qrb69cO97vhjtHM9fcYZVOGccclarXbt18atHlmr1PtkZrSqqvNcu6ndEndNXcnbN0lim2S/H1i53k9tjRRLZGza/hqFShmVumDX+v/R/UoKr9s3Kd083hafsS+k5yKCdlIqJgx+/oe6HHtw6jRzzanGc3e/GP51OfaLw4Mz52mUCZm6fuZCX62WY0RRT5aDYFibrpVgYNr8HWDGhUwzFIwu+fRfXOttFu4t0Dlhgifm2eVW7KUpFTXxWMkFTU5qxZezM1GXL08cydb14wjggfipDo6BjWxqwlc70f0vnP9vwu1el77qOMCJmuAa/k+Nh2vW8t8PH6P3PWwm5bY5ZvHg5n+zMUyB7bNae4NGsnfa/S5rHmHmImLqYpLUfijXa+G6FT1j1M40OCnSFsZ2yvkrQRQSd7BcjE9Tw2FAgf/Im2Awoj3gZ9aLrIyaOAfxxhZFDgZOuHrJLfk85bJJ924OZ/ElMwizY7llECWTPgjNIlNOa9WACdMJd7KbNoXYiTBl6h8mv3LOzFp0mnfI+32SO/erN67aoc5JX8dv6/B1/Olr9Z/HduSS8CFx4gwdfy91KfPVs9rMFt0TzWWIOqT/050fOW3Z4GvmlzKhdHIPaAEHgms2jZ/TywfCQ4uFB96Z4H63unvlb9JjlHrlpTPkxAn49D3xa0bFJhc2JL/0yOnh7S2KQ2m+yeea5vT3CM0c/09wuaJ54DjXVkeUhLYcKMG/vB2+1qTpBSvJnrIZHbI/KcaE7/TxE/QSuCTn/tEIz+6EvMBgpuVd4LuZJzuXyx9CiY3TjQs6wJP0U7s/rhZOTBHD4R5YCzUmrtU+91ztl245PmNbZW6BUxoklddrZ1HSW6SBe3ljNSPGviYkKVkv7PJNwFDgF0k2PSYll/q9RyX3zNpX/tWHVtKflPatON9RpUgBajPa1Q24SbnlIb3Vy1hXVp+lp6Kt+p/XlzZMCPwSBDVPil03H5fWCfbVlcIr9V3dqnv6n5bsOwAqJNi8bcYjanyr0ubnMe0DRUk/f6zDOedcf7bnLkIpPl+8psnngP6vqW6vUtomvxdxubJ5wFgSD2bhyVwxVQP1NrF0XrSXNV8xh8MyUNJGYgJXk2RnOjcbEioMMC2IzP3klnctVM1d+o42C9+urVgye/vAkFksnRrRXUv+mXNTiceNy0DlRlbhQ41ixeCZ17xcTz59HrSjm2pnSekocuAAkMeYy9m69VHrTHrpBmMq5jbg3Gm492g1XusglsVkqT5jTRFzx+vWeYc7pbhdVo/J/4lTV6feWWJytO5SPiIrFtL35Xc1CLE9nb7cWmjXaO/J/+tLZnI9bveP8+Fr/EHxJIJHJgnwNH7rNeyLZ0fNM7BhQW9zu81NXbX2rU+7Q/b5P+rbvitcM08ZJXRGy8Ugt888dzw15bZvW80Tf7bwObspWnnJD1+5mLR2Levf3kidc2zzgmVc/9+1Jw0UtknPJK5m6ErzS+YYFUTZplIs2BZnRSiybYc00lDfsRVRPtCPzmOQ369pfHcToCT95+aiE6UgSY/pIEVclVXhhO+3MPUZ2T0k9Wg75GwRu46JGo2Mj5Gu6svvpqEtd3R3K6m/hItL3Wxv56itxqnJu/hef3k5Cvn88rWzkfPqZhwAzO63vOiMXbD2vIyyXtAaUBsipzjd4PvnJKk94d98pUeau5fas+tBu5+6hKqZDC8N9pu9K4CkzDqpMj6PeOkj8n7VD13uy7qH+9JKSv1KfHzvJr3/dm7UMe69zamch7V73Pz+LOD2f78lWnc47NsyXLuDE2Tv0Nszl6qUzSevzJMaMe7uUatvm31YRHq72JZ1Vh8InCN9xBY1v3dXH+v7atFQGMCtN/armtZ+kmoBrK0HFDL6qeOM2pjaeyH7sk46RUyVRLkX6Q5Z9lAxPu/75FyHrLVkazlPswi+NW0rkIH3QHyPvi6+HDNvWvE7KO3R6hQaeMPYwlca/ZEPEua94wQutqyoc87MucrcWgbJGl9H/Q3MnMLpPm56J6plYvf2Y5rzbfCUrklq4OfXxJugPlvkdA++jkd69JSyEjgT/ZsNBiRben5aI085xEVwMsYxn5wGW/OwM7cnQ3vC02Tv01QW1dtfnPuclnzXpkh6dvkVqCcEHOONYfVasyiZVG1JHsgIFeZoFf2f0QA/iMF6glPJ1HVUHQicDNlqcd+8C5IaFtDRbEp0vtSTSrBRFz1YdQOTFN3DTw6V4ie/3e1JquENDN5+304zsAjR2KpkLSyNt6h3mlC5CGqNQAAIABJREFUndbLC1EWC1BX3q1ZRL33RY+J6X1m8i/32SwB/n8gjMysD3xXte+Ryb8IP8E7w8+VxBCsUn29v1feZnlHb/H+qDWqCA+B0OP9Vy3TffvelpJlP3/+pZ7ot+KCpNftz7G8JxRQMG9TtXVAVi0oQdvvJhLCdLOgRWtJcO9YpwpnR6NFp1g491MALqZ5t/nn3z+aJn+bKNp6l6bMTCkNEmbOwM1jIIsZlZP83rZb1D9Ct4RVTWVsr3wuSf2ceNSEuKTh+4QSaU1aTpcvuea61J9Iwl9qUwnEtRu/D2rVcLhbhHVHBK+aczdprTOzt6CY9Md+zjZ9kf/TbiKwsl2sLwPTOsf2KhKmv39tQX1O5v5O+YQqZdNuX/5K1L6MOXG5l99DJRSO19/pmbWlX37vVaMGanO1uxtKfXkiB7UIFZPzgta5pNkH71B+5BQy867zGWj7LiQ5/H3TY+xrl+r3PXIFuAVBCZXHtF7vDwUd1q/XsF5VSghdsunBeH6PXXBVKyTb8HvV50FTX3XDfAlMFk8+J27ElYdlxtu3X2pa/B2ikfy3gc3jzw4SZd9jc/5KScmIVTe8nPse6b2bdVpN9yXrpNhnVEvl9EfFHxahE2Ofpwma7esPNiJrJUnXlt006cTvy+cisyyP6WTmJL1kni9lupoElsyUvjTwVuZM/W4Elnb7styM91/JvJjGxZyu9c42gMl52kc7j8+XwXjAjJhLwJwQSslMpyQsfSvL5pQsIsGmvE91HWVMStYyHtZT1s/rO7skOOm7p2AbjA3Qfug7UpGZCAjsp79P2ge+D0uxK24FiKweANK33kN694b1PcfWAq2PfVdrmo5FLTHRu+2/SyVo1/SVXCOrIOv3eUaF0V7rlkh4F+YjwVE/PcjWLREpzeeA1ejKXK+nZ0zC3+0mi9C+L8pU0+LvDI3kbxObs5ewfeflwXz0zstAHta/l+Vw1MQZNeokGJnZPNlNBJvkAcTmcC2jE6eXd2GB1yWZZKIJiP8nq0snragN76PX4Vpi2O5cC64IQyc7JTglFj3vJKif5juOtMpi2u9zvE0r212tkB89Vfpf+dW9v+P/3EBmloKWbXe2qUx073yc0aY6eUrYo26CrGSl9fh9o2BC0zqJzK07lTbez9/RSBjW7/47MqtJgZKkQzVeoP5d+PsbCQBOzP4MIyHC3Tocu1o8IuuDCk1qmdNx6D3z++nvwXpVW4O0LMekyaFcaIygVghVFNRq0FlffQ7SNk6fqhQlrLpBi3/rWkuQcxfQSP52IdLr5onnisS5feOF2GzYy4/AiV4nOw/o4bEl8zx/UKotuOlPJ4aq3UCD4nGfmPxaYK6xRRqZTmQqOOj1btp1zdCPRclZtOzSxMzvNmFl14Ai7dQ/lUip1fsYfKMdVjd+Vw28ECrHZ6Q1S0FbLD4DuYbbyB7S5nncSZLWCiN8vW+lryo0aP2qrR8SYqJnqwLkofdwiXj82c3uW1p28UTl3RrmwoSPJdL2Wa/fI9ar7To58zcTrT5Rqwav7e06H9eS9cDfbe9nDsYePf9DyoYG0Wn/qnmkdhkNqW6vDsvmzl6atvVteN9oJH8b2Jy7PAXd0XQ0vrib81cmExN/FK6FLJgHAcy1DJZxrUGJ2xPZqEDhbbm249+9vcjUXvVLIv5Tsmxqdo0m0/D+uLbvZLA0KS9N9Pxc0FpVG51liWMZ1hG0T5IrSWe8L5GJM2ekm7thn3hMZFk0/2iJnu7wxuN6vwFwPX3lw1cNzLVwD5DTcQYCTnJy83FKFr7Ze5jt3hahrqu/R0SuvwMXjl3L1vtWvdNd/Z4vWchuB9H9IZI8E29LNW0/FiFyM6grbmn8Oifwnrqgvxu3xa0sKgeEF3/WaqXyeAjCFYwosr4k+ZJ2GZisFpWcByVqt8f2rWuzRDkN3z4ayd8OxPe2OXd5Mm8p6Y7nq5efLzYjTlfjRKc+VdfiOKm4jzyS0lleScBNc5VGLBOBTkBeh45Zz2t9/GTGtAjURiKt2rX5HEwO2r6SoE6sWi/vp8K18iUt/NBknuosd5UPX4WEkudchIB9P/VZiU77FPWBZUftOK/GHPQWCV/2eV+6x3r//J4A9fuXcx2EWKwyInhEGrVadLQPLgRExBK9k6tuXq+buP291r70QR+1TGRti6C/C++H94Xt8R2O2mMdSnZq6nb47yMqp2Px35T69j35lCc20jG74rEywUn7xPPaXyV1tXDosjn+3mmNKH75MfkQpuQ4DXeGRvK3AJfMbc5cHKRKvqArmVyrnPJC9CoBA/Wk5VqVf6qJTScTXQO7ZMJcEgj0h8q6KulcBAQnBSf9SMvxfmf51D77BBiZM30yr8yjgTDgWqf27QB5z76rIKHVd2m2Pj71uQrYG+7paspkOP7lVUI+Ws9JTk2i4/F0vDP/7SAopZyHFLYqpIz9pXUgr1f1mn+/H3qfomM25qQWqSXLjl7rAowKCrxPSlQk2Oh9Jfm5Nq+IiDFa+631at+8nsjUr5qpZqbzel2g0ba8nSWBKyrvS2iXxuXR84esEGxHBTGvT4UVvV8cAy14kdDD/kbCv94/VSq4sggo/nii7TN/Z2gOj1tg+9a1Yd/3t18aUtaWSUf86pSg+wxAJgJKstwu1jUhlWx1Pb0KB0p+Y55yAKIRBBMPJXeShK5rTTYpFMGjm8ak2pQTcif/JyFcPad90TG4H7KqN9WaP+tSTSDy+S5BJ7nAmpA097Zfo0j1Ovks922WgnYUnPLRCv3p9ZCS/XiPnBJS6qdn7O8QrQUaAEWTfAnO3CMdp0kD49LMouFPwkLJh69jj6wGwNQnnjJSSX1GHvdXyKsOKZq4vx1hMzLl8vejdehvhte7edrJQutRf7U+J75jrCvS5PVauReVwLHky9druwS4PKq5MKrfX6otEN4HjlnP69ichKN6+LtyYcOF9g4A0rxuRTQ/eP94md5rfj9aDxo7lYw+T2vjZYkygDDLaMPto2nyB1Betv1+iPLUJDeaJc5/BK4BcEkdtw+l9EzC4GSvdaomV+rs5xqN/DiqwJzyo+/rCUEn2yolabBsRzUY9kHHqBO++g61byqkJJuY1JpA6MTH8x7QplqeayuRpuwa+1imMtnfQoDQZXR6fTYNKncd8qk1dr/uFG588jTe/dRHsf/oEfpHj9D/utPIHzk95LjnuKT/lTtgvEeV2Twyd/Md4cqOlOrgOR23+8W9zBL4Tq1Xg0XCn1ERNvv58wDmFqnIMtDneJyukUbkq+PQdy6yPrg2zt9qRcxBXYSTqx53s/UhV0DkHnO3hLetlrxDiFIN8/fs8TxaN+cydy+Uecruq1vhUprfH1WA9NnSssPfcpeKmV6fTYuuv3M0kj+EnKdgO/V1Uwvk5FACqQLSUZ+6/gjcVFoC2uSR9LkmH/8RKZGzLdVeSx0HJvKonI5Fy/lkHfkkD7kKfAJZIi4VCLSP/N/96f7/Ur2m2VZk6IIEr49yw3udJmzkhEHjTQn7RzpgNQgD/ek1+kfWyKfWg+mdz5vtaH9uRb6rOvYiR+Zyv4eVptXNyxwCnwldAi4s+Hvn76z+8R1SQTEKPr1Vf1i/v9+R0H2r70tkHK3E0D44ifLzkMVDf0uH4OZwFd6j8egzVjecu+m0L9Ez6+x4GWPQtv/21fLm12s+D53XKHykNPjmVdGgdt/I/n2jkfwBbN9+Cej7YqbP6zH9LOEmK5dsO3uJy3VjVKmaRjlZZXnB9cfiGoqfc4JgeludWJ24lyYZL+cCSXStku/SBKb9ZjCXR5j7UqQlZBuvm1Rdy0+yDIzlzVxeHVtos8pSt5ryIuRHjpDXHfLpFVIG1v/iJk790nt49J++h+7dXUmd2x+N5FxMmf1c4GBz3UIkfrmf6jrokVdp6EuX6tS3LgCMdS/tuFd9F/QfOYXdxx9F/ugj83z/Xo8e7+x3Evlxo7q8Tifj2xGGtA39PhNqu8lKoQKJtxWRrPYPqK1T0e+A72Ak3Prad9XwI4uWC7xKnEqWJH4P1IzGkpKkp9V5R8YUWTLYjlvqlOz/f/beNdaW5DoP+1Z1997n3MfMUHxINMkZD8lIcmwZsCQEkBQ4iZAAPImS/LAM+EccQUYSKKAUzgwpw7DlRAkSQ4E5I8qUHQFyQhnSDxmwEQMCfAkEkWXFieFE/mHDdvQgZ0RaJMXXzNzXOXvv7q6VH1Wr+qu1q88dcu7EnJmzgIOzd+/uenXVenxr1arg5gShRABSkhwbQ7P4gaOz5q+y4L1yuhLyD6Bb//JngHnGreefTYzYmKUtFluAR9AoLSIOcGNo0y9QLmfNT8h/LIyNCXRdrTnbd4bMuHx7nlPqrt3HFoJHFPxCLn1tWC3Wz7UTzNYs0DXraO1eb7l7C6sl3FtKAv2pGzcdOsSTHnGbLPQSKHeY0N0/oLu3z+liFd1uQnd+SNvqxmn9jAHPgH0f89zRk6FGmEJA3PQlKLRs2Qtun7tIfRqeH1KfQTG/l7jJQYRdnmvMqL3QYqHohRbPRz/P/fsBjpEjTy30iOvhP48EUZ0liNIEpF9nvK7tPbDlzH1c20brlSlPHKTLfnYbx1aMi6eWde4/cxl8nVFJ/1xr7LwR4REEdnN5pcnK5vEiuvXZj6UEZHYU7bt+bDmO1mXBO3vfR9pjcUVXgXeX0dnjT6XsSy88V2/n8Nppi5iRGbEQ95Z66/k1Miv96BmOhg7HFga3RySpeJ6pHkF09DtbJy2IM7q+tSwV7jNbkswo1ixEJr7Hf2aGyuPCz3ohxuU0zkkv0fWShVzfId44QRwWazqcj8CU6hL2T2ehGnY5cp4RG1MWOqnbxb9nJeToAJsQoKJZgUlCR1pjxV3Pz0rE8bv397pYie58THVM8XjM2fpjNIbLWLP+WteqWIdGR1jZ8kqgXx82r3ivNqz/+bu4d+9RByuzlKW18GJIew0t47YaqSvH6vJzhMfVxocRvlZbbDxs66XPl1CCc0kx8sq0/81TuZbaots+K5Bxaac979vKygSjmrkPZ+/5UDKyoqbdTZ/7OAAXbR8Eer7DJ7/4147bdkUAHpIlLyK/KyK68vf7K898r4j8XRF5UUTOReSfishTItK17s/P/ICI/JqI3BaReyLyj0Tkhx5GHzydvffDuPXZj0E3Az7wrX+29iftD+kmpUnsM9CxRm4abupEXREvnjWrl/+4Pv7dnrc6LJOUBf2xVZK3W1UMryUIW5n31vayGxlq0WLeXimwHO9MbDmzIPFQJVsX/Jl/8+UWIdAt93thmuvxW9Sq41E3A+KNE8wnPSQqwj5Z7XJxgIw5+c2U/uQwQaYI2c9p3tiBHObXNmWHfdwtZUOSu0i3w5IFLEZolfNekxvAyiaIvjqDnvvXGC8O+ivoxxwh+xEyLsGjR2l6bY205rq3Do1a0LgpehaoytfXoGZWTr3gYiiZ67L5b+32waj2vG8/w9+8hoB6nraULa/A+d/89xaaUZAwPa7DQ+VecedxsDJ8uf46cGyx8zsiVEDGqT67g/mZvb/g+uX7QcrA2eNPVZ/LgWBBUrKcF56D+NwgV1TRw7TkbwP4WOP6PX9BRP5jAH8bwA7A3wTwIoD/EMBPA/g+AH+y8cyPAvg4gK8C+CUABwA/COAXROQ7VPU1wWs++Vv/4wIFGXMe8klJUZOaxJZDWQhYGEhUlCMzvXXis3xZuUbeoliz0thK9lChF7haH7pS7hko5kCICdiiZkvCQ62e0fkguxYc71VMD+d5xsPt5e2HXshb+5nBtax3rss+9l06tCZqHX1Pz2sfkuUNJKt2tpPn8pjOxigjEAXounrrWWlHbTnZMbdHdZoy0AWolRUjEAEJWQEQHG9vo7I5O95q9D3XaU2o4Ol6vHzegEpBsbpta6aRn5PNtdNQhFvz3wRz69mWksnPBbrnQfA3P4fGnOb6y33Ut5bS2vrMSbXg2m/k30MZZ9dvRu9YaNs1Hjvun4/jaRG7MPzzqWF1e6VRXkjrokTUW79ty7Fl6vNKU+YtBV3twuLHv6ImPczReVlVf/JBN4nIIwB+HsAM4N9W1d/I1/8igF8F8IMi8qdU9ZfpmT8I4KNIysB3q+rv5uv/HYD/B8CHReRvq+o/fBgdOXvfR3Dr+WdLekXdDomB+i0yBvfxNf/Zfz86Rzv/9xq7PccLimFRXqhm4bNg9IK4ZUWXNtF9npG1+mUCH+43E0h+254nD9l5C5wZV0soA8fb7vh/6xoLIF+vb54vm6w47TpoHyD7Gd04LxC8MSsnALWTBbq3sTFFKgjKGHoBkT/riSmUgMSYkuKIQELasx5F8twUKCQpG16IXWZVWpsb43x08A6No8yxKERVGWtjfKTkkWBrCVcvrPg6K7M81+13FixclpXn4xEilvZYeX5OtlIDM62tG163LOxaKAcrtSbwWuhUY73o0Ccrmss0fsBKQ1GqiE8wtYSxV7KKku7G3itLjBrwe8luHQ2ycJCeYolKoh2K+wDS58MIhJB2PX22ZVNekad/FYF3Pwjg7QB+2QQ8AKjqDsBP5K//pXvmzwDYAvhZE/D5mZcA/KX89UceVgNvffqj6cNhTBAUb5mztLQ2YVvWKrDOZOx6S0hxtjz2zxGMXGnf7MfyGrOH11pt9AoA5wGohD49Z1A3Mx0eEx+dznUzrKYKdHnftd/6xQqIZ25emHASoQryWwlqy0ldynfPsJmJ9V2JnI8nG+jQAQGQ/YywHxEuxiTciblWh7xwm4F0VvlmSL8XQW/Qet69wWOa26HbAdNjJymwL8bkDjBhq5r25vduKbegXGtSrqtkyrNseU1hGxeFi8bZ7lUvzLjf3Bagngs+26J3U/FvrTJaFr9/1kPFHg1ovf/ofuNyLglW9LB1pWR7ZaflouD6/X72liJ81GfaqcJj5N2Ja5Z6K2OelcFIgEf/Wu33EHxL2YyajuXm+RNkSZOtunzuaI0jJ8fpAs7e+2GcvevH2uNxRYUepiW/FZH/BMDjAO4D+KcAfl1VZ3ff9+f/n2yU8esAzgF8r4hsVXX/Cp655e55VVTS2L7vI2XbRtmuEWSxUkVSBjr2G/LCMZ7rJ7gXgAxneubBwXPzvEB/LJw9MxdJroEi9NFmdC1SPWZGrXs8seXuf2e3AGf9y/fKUVIerZkU4jIOLQbXSsDSQgmIjk5aO0IQTAAl4ambPvmiI5b36hmfCWTQ4TFWXh6DJKQFGMNyfZoX5YfHyZibSHENNK1lIFnykxOwxiApnWzlDvCuAN6njwXNSL58p9DZGIX6XVb185j6edRCbuDmWwvO9sjUg+BkvocRLobRaZyPYG17ruXW4JgbIM8NqZ9hSJwV8Va7uT1rgty3gdol57syLrv3vwMnv/3FZY5xe7kM4w1RAe8eaK2nB1n9PMZB0phwfxihsN9trAoKiXTkLLBY9NaHDOOXgLwrekX0MIX8twD4RXftBRH5YVX9+3Tt2/L/3/YFqOokIi8A+MMA3gvg/30Fz3xBRO4DeLeIXFPV88saKSL/eOWnbwdyGtv3fjjB9U88fcwwA2nESyPqxWsMXgQJZ20wKs+wo1sAXK7/bOQXndU558CXThqL2VELDuXrHoKz4yMvY7LevWDXbBFbW21xs6LDjDigVnRcINrSZlIE/N5vPz7lwJewWNT8TGH2SNvF+pC3vGVhOSp06KFDlwLdihLGvtcImbWGu1URDtniH3poCAnGr/KiUwS9OV7nFDkf4pyC7IIW+F9zWy3aXUOOFej7fL0WTkqHCck0p+90mI4GABLq7XU8Py1Yk/vLY2afW9fW5rIXmmvvzoitU69IA+sQvV0zxdrmnAkaaHuN+XZ44c3rgHmCjZVHpXjd+/HwRkBrXC9DIXI/Tz71pfSdI9vN141Y74HnZ1uuDutXU8FuKHasVPk22O98X2snhG+jre9pTlvqHn8q8eZpKhH3V7ROD0vIfwLA/wHgnwO4iySgfxTAfwHgloh8j6r+k3zvo/n/7ZWy7PpjdO2VPHM933epkH8QFUv+yWfqKGFVYLtZLEfOB4/GAuAF6wU5Xy+wYH7O/140XBZqDYsmyPH9Hi5bg+89E7SF6CObmdZ8nxbZXRQN6g/72C9j4t5CLAyE2tNRbvPLmCcTWz5mJawpUV3I8HwAdF6UPAByGJffJfWPj6CtfPqmeJCCAaDA7JYZD30HzAKVWPXd/KwScCRARTWdTmftEoFGgQ5ZQZLsr/dMXXVJZsNl5nIrCL4oPRFquQDmrLD4w3l4jFsWfhn8FSW2dY995nMb+Dk/t+2aKeJcjldUuV6R9nY/31a/hjwqZJ89stHqk7/HvaPmWHBfWv1sWdblfufqo/7okHaK4DAWJbc8x1v6rB6PKja8Y1U5vp82J1s8it2jLunS2RNPpzPnr46gfcX0UHzyqvrfquqvquoXVfVcVf+Zqv4IgOcAnAL4ya+hOJvRK1Lg1T2jqt/V+gPwmwAqH1E5dW7t+FL20wHHFqFRJAaxJtxaVvqa9W2/e2vaMxcP07ee8fcZse+O28OQZovRWjt8ewrK0OIGRKwIeOLrVnaLmT7oWYOpWciHsPjETRDPyxa4yh+bLXCZqT5TbqxMKrc854QmgBLIp5vk+z/aKgjUUfO8YlVTJD8AhGzZA8nS574WRbIW3lV0PLePhBX76SXvIrDgv1dE3ur386E1Z9cgcia/g4SpQoPcfGJFwO65rC8ejXgQsUXrM1p6VMz3zQfaeUXJnuOENb7sVru5v8aLuDwlt5lHVFr8p4XE8G+cJMh4Hs89NiKszzwmfjtp9f5iUWqvUt2+MnqtA+9+Lv//43TNrPFH0aZH3H1fyzN3vqbWNahkUtrt0yTiPZ8U8FTIJi1ZcmXyspBubVdpQZssRI1aFrgtcAtWqQSLs2qYwVo53sJhhm/CnYVDcIt6zb/vhSkzbY9gGM2x/XxsPGNC0LT90gcntO0ZelclN0Apn5gw1zHPwGGEnO8hF7S3XV36WVXIOCclAFiCyayd7hwCDSEJxzwuMs/FGjfovVKUjGHGrFDYVj3r/5Sft3SsSAqBjHNyLwApIM8nTsl/ZVudjZEdj+vHkcZLu5z5blgOxOGcAtXY29iuuZ+sTWuKrAmAlhLQ+mxQvLi5yfV6RdSvq5ZCZPeyReuh7pZQbo0Ft8MLSj+GLcWfLWmvSHD/WEgGOe43C3+RJbZodoK+pdRzOXzoFrAcs+zb7BU3ViqtHLvfoQ66HYjfLW0rMVNXwv5Seq2FfHYO4Tpd+638/1v9zSLSA3gSwATg+Vf4zDtz+b/3IH/8g+hT/+z3AGTI/vM/u0woXpC8sLzQXRpVF9zyYdskJ6uuXDNh4cu4rCwmFsyMHnAf1hjVGtnis9PO+Bq3h5kyt9mX1VJmWCHyjBooAu/oN87mxWexO2vRfM1FuDnr0qwZmeOyNYwOqClJYqz9PgLaxtjenwnNTBJjyjFvedJz3eEwIZjff5yOjntd/PWxtpRUk6Av8QxIPnmRohQgJkGvljOf3k+1C0CktsC8Vd93iCcbzDc2mG5uEnzO5AXZmgDzCIxXHplC3f+j62uCyysPtmYZcWolerJnTdjZd5tvLRdVax63UAuvqHiB6ZUf3ycujz+vQd5eiWAf+GUxNS1lwbfLK8X8vm2LMN/TMhCYR3WkEBdDJBRrX8zQGvqSCOrsyWeKcL8KwrucXmsh/z35PwvsX83/P9C4/48DuAbg/6LI+gc9c+bu+brp/X/k3Th78hnc+sxP4wPvoB15numuCWDgeKH5a1ZOa+FzHbY4/F5lv+i9lWzXuVz7W2sTC2jLf8/UhOQ0C3zzW+vxfeLqaikFjCwwtNcqz/ePhaxdF6n/+3HTRg57KzbUELYlxQFQn0RXmCopFiYgTUBYbnrrT59h+ZD95X2AbgfEa5t0Mt1AYy6yKBL0bpUz2FnbqrmHCumQec4Z+HLaW4bevcJiMKgJVAt2MgoBX/nOR/Dit6dUviXz3VqGN57jXXesDDGZX9krHR7V4Tlj/32cB7fBZ4Vcc1Wxlel9z16h5DnNwszD/mvr0b77eAbfdn6O3UjWh9acX1OcjwLbsIyLt9q5b34bo7+vQtLcWjfiYGIui+MPbMw9ImL321hZxkgR3HrhuSqv/RWt06sW8iLyh0XkmxrXnwDws/nrL9FPfwvAVwD8KRH5brr/BMB/n7/+T664TwDYA/jRnBjHnnkLgD+fv/4cHgLdeuG5NHHe8mi9x9RS2Xro3L5fZhW34EzPFI14vzdbcsAiTLlM9gWvwZqtay1hCySoepwW5rCmQDDU2xKq1m7en7vWBh6TrmsLAn42ujFowYDF4mr4yU2ZoWslda1XqrT2S6sXKgxz8ni1IvZFYAFx2iUf+nzSY3pki+nRLabHrqXz5i1RSCT3QAjQkx7xdIAOXbmntGOOSaCP5FJigW0ISJcUMwsO5P4cHalLlr2KYHsn4vQrEf3FVJd7GcmSFrgWnD4mQur5UNrvGL6/189xngtecXDtqsoSqZV5Ezoe9geOt88BC9zsEQxeE2suLvu99efrsTbzf19Ha8wuq5O/P4iM5/j+VIaC1GifIQmsTPEuIht/VtrYbdQYi2LFv/BcOrjm6oCaVXoY0fV/EsCfE5G/B+AFpOj69wH4DwCcAPi7SNnqAACqekdE/nMkYf9rIvLLSJns/iOkrXJ/CynVLeiZF0TkxwH8FQC/ISJ/E0ta23cDePZhZbszkvNd0hTtMIST7bEQXYPrgWPtOaCexC0B7+moPifgfBlemBT/VkuZaLTfMwdGAFQBNARqy3VhTBxOaHjEgxeu9wXade6Df75lhTgBfURr1iRX27ltZP733I6jPeTA8ZYg6oeYQtEnON3889NJhzArOgA69kAEZLdf6sp9kSku9Une987vxwSzMWIb46LIhOUAm8jIhS4n1TnL0Pooqrj++T00CMJ+WlCDtaC44s2oAAAgAElEQVRU+yxSux9aqBBwPFdbSJORta81v/088dcY3ubfrS2XpaLlNjNsvyZUI+r7rK6CcJAg5Oe5f55a64DbV5AZ1EIUON5tYILWIwr+c2sMfP2ePLRf4kKoHTzu3H4bF+YJhhpZuUOfjDE7ivbTH8UVtelhCPm/hySc/xgSPH8dwMsA/gHSvvlfVK1Xlar+HRH5twD8BQB/AkkZ+BSAZwD8FX9/fubjIvK7AD4C4D9FEmP/AsBPqOrfeAj9qElk2ScfusU6m+e2H8xD0fyfFzXDlmy1P0gDD9K2mliwF4GLNrNsUYFK83e/5Y19eWsLmomt+yxAko+aBLpIut5iAn5c/Wfg8sQhfN1gaPe7CTc+WY4VDk5mU86Pz+2SWVM6Vy+4vJJj/bA0s2RNy5TSkGKbjm6dTwLC/Rnd+YQ4JIEvuoFfBnKYkqJAe/3L+HiLTAQQPQ6mcsrP0SEzJOAhUgL3VARhNxbBLhwXwM/mMazG1JXZrMsSOPn101JGK+Ejx0LMzxdGEiw7Ia8RRn14LA2ZYcFv423roWxPxPFa86iCH/9VhQT1GHA/cMlvpbyGwLe6uR77799Paw1aHcxnABS3DrsRvOJRuTKccmTtXRPuwBJkO02LKzErKEfnzOccJ1e00KsW8jnRzd//Op77PwH8+1/jM78C4Fe+1rq+ViqQvR2SsBlQco63FullVn2GRoVPXGsJ6xAWpsx0mcXNxPDXmgXg22bXvZXC9XrGYp/ZQvGwogXf+LaqY0oFFg31s2aJeqZjxApH8feRktBCOKgcaY0PUOVhFz5K1Aso1WW7HUfs5xz2VcY77hONgcwzNHaYtwGxT8qDHCaEmJLkaJ8Y43yasn+FXTrdrmzbs/ZwjnNV6LABOsphb7/PMSkILavMC2d1dUSFBIXspoQ+hIwKSHTrIR6XSX0uX/O7rXIV8DxgAbxmlbNQWFP4+BlTMnmnQZnPjWdYaLGAZuWDxqdc90J1zUq2cTFrnyP3ZyqX7+E5yfVzGzxZudxvP7Z+i6MfR5tDprRze7k9XCavsZLhjq75MfPoxZSNqZLHXlKektzGwqMznT3+VDp/ngS87anHNKdUuG9Sujq+Z4VuvfDcMkmYefEiMGWT02IyQzNmZtZDBX3j2NIBji1CEEMqzJAFr7vPymhp4d4y8p/5f0t5sTZ1UjMMG4c1SN0zVQ8D+nFrffZM4Mift2Lde4syl2kZ79S3ievK1zjFa1WOdxeQ1V9lvDPrg3dRzBEyzhjujOgOETKm9ofdlCD5CCBo+j4E6LaDxoCwGyEqSfFsMOS0hz3nss9C4Yj1i+TkOw1rHFhg+CyItQvAmMvqO6gEoBdgFkDlaDcAj23Z0cAuEK6H62ZlqKU88hwuz2TBwygak80/S87k5zWvLavL10F9O7rGAm9ImQbLEco893wZ/t3x3GJEwwtTXg8e7ue1kZWx9C7n2gjwbgEv4Fs8ge9tJccpY0ef7T6PzrDSEKRWsljxcgl7+JRMQ1kteRlUk9BnlG+a3tTC3ei1jq5/fVOXI805aMwmUMtv58kCn8QtLqOWsDMyKNCIhVyLCdm2LV5QXuB6y5yJfytMQo7b7q0az3ij1r9dlvxmjQG22ufrZKoS1ThhTS6RKpOb3RL1+FCZVnvyYTp8ZKvmIMGy912kHPoCyYFzHMnv9s5LjOjv7NC/vEd3McIi3C3hjIwzwu6A7v4B4fyQfPAWkX9tg/nGFvHapoZDbV+9lWFJd4bkGtChQ7y2wfTo6bLFr++WtpU5EEp/lrFd3r0avG1EVqX1WUg42Xn2xYr3CpMXsvZe1+a8F1hsXXuYnJVbb40zRGz3ttYjzx2niOt2kwT8PC+R4LwlrGVh+/nllUxeT4xQ8Xr049Hqt1eQjIy/xEZf7fpadD2/O54fXlnwygfXZYdgMV8y1MTvZrJ+WEAw86YYk8C3+uZstfcdbn3+Z6+i73FlyV9OHFSWjzgsgou3hgDVQSDVgmKloKVBtyxITwZHx4gq93tpo7NMfPRvy4pvLd41YgUjSL2gW7C8txpaiIBZYKmh6R+jJgzBG3klqAi3uDAIz3RorI/OiOdyW3BqZWk5hUsknQYHJEuZlD47COboIByzblC7J8JhWuYIj18Z0whItygtEUAHhDGhAVV+9Nw+FSQEyeruQ4HwNQRggxRQt6dnswBOKU4b7ilK2qObhCzIJIuV7ucuzRMNUrbScb6C5hi1lFO2AFkRacRcFGoJNrb614iRGvs8zavrU/aHY+XSt2WtTXyfRxeim/u8XdEsdftv7Z0jwNiNvReG+u0ZL0y9IsEKlzbekwnWIKlONny43a2x8HM2KqCuPdU8wMJ7GcLntRQE2AzVATYludmbmK4s+RUyGOjW88+mI0JDgJ5uKdCGLAPWLHlvLpP3Zwc39GyBtIQi/2bUsmyDW4D+GXtujTx8TVZqsz0tptWqs/VbqNuvZlG22ukVC7vmT7bjtnmmBRxZkJXvXKRsTavTucZjqNm35zJEh9vCfWNokX8Prt+5zRqSr13MUs/Jcyore86/zXNVLx+mI+qQCxOs9p67rAjwmLHVJgkRUDutjxGM1jsw4gx53AY/bt4ls4bqXEYtIe6tfqs7uvnC9/Lc96iVv7+lQPP8arXHr/tWm4DFwLA/P74iy/bTy9a7CcqmMRDqey9D4Yy4rdIYA9/3FgLBSkOlWGttnGRLvUIseR3mpDkcjHdlyV9Z8qtkp9FhjkkvDiGdf+wnIfujPSP3Vq8PcGHruJQnix+RmYoQo7V6eYHx4rF6WxaRt8pbDLVirrTQmWFVGroexy60yvLWvbsmlkCmPD/VwmetzJZwtLaZAPQMDFj2xgcsvmeCvdmnfET8rouPsb736FjXvqutpxXkQLt8bv28CG+JdoRtWCLb7ZnyW65rqgU8gOVQljlC9iOCaj76FiULXzo6OZcdUCzv4qKYIyQEqCrCgTLt2XBnSF5KlDuNu/XRTsJrWfA8JlaGvRM+sc+eayE3RmuChImhYq9wlarofXnFqDUnARwF0R7FIvC6pjpN8eM6WHFioRaknkt9yqJYoTesCJjSZs+wr3/tHXDdM11rrYk8fjr0KaCS+Rc/w4/aOGsjnsa/T4st6Pv2FlVSxM4ef6ocYnNlyV8J+VX6wLf/OXySIzUff6q+oSwyElzi4ETgeNEcaejE4NWgWLpmsBozNWZaXlB7eNILelxyL7dnTUBz2+1zyEzYKxIeXrU+WX8quK8xJq36mFouAI7Kt/ry/+qMdwc/6lr/vHDwzIjjATIj1YA6OMn+PKTtLal+8ZtbBjwZZ8g+CVQZ03Gz2oclyj5H+WsHVIF9HgUx4Ur7+uMmb9fbpRz4MLeB5iNrmTk3YFg1FwD1qbLOfSZEY/6qNVTvBV0Aqn3eR8oUCeeirC5NOxIuBgW3LGpWvH05/nceW7Zay4DqomSx0PbWMSvr3igwWN0rEb59XomJseRWOArWa/W7haKUdjXueSWolSpkP9bXvEXPfMe3z++WsPFhdNTHuBjldc9C3SLu3+x0JeRX6JO/+VMAcByxyYzZJ28B6klc7Tm3zysCy8rjhW8TXZghGGNzdQK1kOVgwSOG6BnEKxT8LfLWB7fb95WZDUcGeyuf728xE24X3+ORE1eORACoBUyxfkXAUeUA2qlsrbxyJjkJJ7I8VQTokISnRVuT9a2bIQncWcspcyqSTqPrU4CaCiAiCBHADMRtj+nGBtoLuv2MsE8H0YTz2Ib+Nfm/dehzTvscdR+RfPQxBfcdKT4xJovJ+k190y7tnY9DCpxKJ9PNGflA7Zv3yqBRHuf0HhLiIdp41x4p87EnLTifBbyfA0ycnIXrY8XmyJoUAG5+2n1eYWEBViFoaK8nW+NFeRBCn+ZlnRix1e0VicvII3GlbotrWRHi/n4gz5PuuP4jw4LK8EoUIxMemWMlLVJGQW/tB0luq6FPxpgmyP5KwCe6EvIPoEoztL3ztkc6atmHCSAxbbNEjIpgjceTme8Baqi+JXgvW8iXWcR+0XrY3PsQWz69NahT9ZjZro2B9csz6pZiAeAoYoQt9cL0SLHhvpcyQi3AgCzssQh+s+bLNW0yueqAG6BOZZrHQXNO+nB+SBbr0CFe3yRvy34sme7mm1vM13oMdw6p3hiTYB86jDd6HB7t0V9EbL+6h247YEplzycB4/UA0Q4nXx3RjxTA5LcRhlDlu7e26jYhAWE3FejfXASpnPzfBLaNoe21l5gC96xYs0BtLPg9mII1xZJbQJwQrSx6fxCNV1LXFFK7Zv9XLM2j9jHsbZ/L/HTPtgQ0r1Wuo4Wm8H2tIDXuA1CjY14ZtxiLloXsx8W3t0V+pwTQhvA9hN4S8GvGAY99a589u02CtIMduU28dTkEYLcH+n7JVBrj1eE1uBLyr5hKbuS+A8YpTaT3fjhd44QkfmEbmVXSEvC8MCywr7JgMrWs3LUFVWWPaigHa4zAt8/3g7Vs3z9/j4fb+N4uALy33zPvFhQa5JhZttp4GcmS8a6yYMzqZQFRMVHuryyR57nMo+Z0Apm0nAA3bTv0nSTIvQuYrveYrnfodh0QFaIpcG3edpiudxhPBRLTsa4ASuCczIowAdNpQgvK0bPcRpFaEc2BegASUhDSGHSHaXnO/k+x9s37ccj9TYI6ZcITUiQ0oFKc+N3IHJfgvEvKrhRHo8sU47U55D+zQOT7PSzemn8tBZ0hZU+X7WG/jFrrCA9otyF83kBgYkXXB/1yXWv8q4WEMGLyShQMLosRMOsbo1GkiDeNG1MC+m55J0M6kvYKpq/pSsi/QrLcyJYg5+zJZxZ4V2iB8WKxrE3AMRzNzEJkSTADtBNXGHkrGaCEH6QFM3nLnhULf+8alLgGm5sV3bLczb/n64taW0+eAVbwptYIB/fX6vJtZOtj7QCVleutbHiW3MWYTbUVj/2JIZT96Nj00A0yPK4Ic8Th0Q20E+ze0iXLPgL7b9ogjFkIThFxSAN5cntG2GvxvWsvgAqGeylZzvnbe9zMcH3lJ80C3jLmQRWyGxOcmQX/fNJj3gac7KfFAg9IAjsrhGLKWXH7mPWd5zws419Ip0iwwFlTuAwN8ZCrjWNLSfbz1L+fyxRCdgWxUFlzV9n3Vj0seHhu+vbbWCn10bd/zY1h5MeiBcfbOme3XEuZ5zpYUfVKmLfWVy1+cX3V49+N1uIZ7DPHKHGfTEn0bbus3izwDXk12B64Oor2Ssh/rcQ+73mqffTeV8yT2N/XghaNAXAEshd4JXAONcRlghCoFxZf4z3o/N8z3Kp9zvLKMDDmmRgw6gXoGQFTS0mx/nI91o7yn8rme7yLwtflmGNlxZeLetze/J1Pa6vS1ebtYxpCzjKXAubmGxtMp32xuvv7E8IUoXNEPyfLfrMRHK4HTNcEQMDJixM0CMZHekhUxA7Y3I8IUxpbmRSqgnCYsxWtOH0xpoNiuM30ruNJsmoknylfIugBhDGmPfZZwMs4FSWFx0HziXVix9ASk04IxbHFfxRMJ1J/PnoXy/gXZaopOC+xEFtKgP0vc2vFIvQWZbmnUZ/dVymo9Lsvo5pXrAxLW7gBbURwFR10bVuDt30f7Dq/H/7djwf3w6d79u4CfhfM/9bGyqjsRDDhT2XCPTdNKcWtWfNATkYUE7qqemXJE10J+a+Rbr3wXJpIQVI0MgutsLIY7XuByZyFwdSEtolBGJNpQYu2EHlRcu58I2Pmti0pYNHyvWXkLTP/vSVkTfDb77b4fdv8WLUsDk9s3bRQAMccbUuXCRDx7bA/2+4Vs+9Y0slrBWIOAcrbqfpuySKX2zxvO0ynPabT1Pn+fEYY53SwTATCfoL2AWGMGO50kKjozsckvAHM14acFS6fUtcLzt+xQXdQhFGxGdN+/eHuiH435/51EOTPOahOYlIAdOgQtz30Wp+C9PYpQK67GBefrtEcgSlCh67kzrcIf1WF7MOyZS73BXss7gLLM87v0r9jby2KLPC+va+AZedASygb2bv3aZP9muJ2eKvQzymeVzyngFq4+d98mzz0ba6T1tYzFvCX9Zfvj/H43gr2doKYf2eli6F2tqDXrG97jqF1ozL+GelhJWvtpEKOcfB5+fm/nzuW0hlAyR9g7crnjZw9/hQgUrZCv5kPrWk4Z67oQXTr+WfT5Or7tjYMHDMeuwbU1+yzv48ZFaf39FvSAtXt9+FHTQem7A7LwvNCzrTtRta0UqZRWXxxgYir60qQW4NRe38sB2D5FJueodofMxr+bcXSM8uyCvZyCoQGSYI911vS0QLL3nmRZC3kvwLLZ6s+mmULYN4Ibj/Z4e67h1TeOKez3ncjwvkB/Uvn2Hz1HMNXztHd2+esdUkwd+cH9Lf3gCqm0w5335PqCYcI7SXV0wXIGBE3HfR0KMqjDl2Cz8WC9HpM13tcvG2D3dtOEE97ak8SyLrtEG+eIF7bQk8HzDc2pb9x22O+ns6vRwDidkgKSIwI5wcEUxaKZRuOhQl/p7S41Tywd2VJh3IK4er9r+1k0cY8vEzZ9ihT6/eWS6BVv3+e57xXHNj69/9t3bAro2Uk2H9/D3/m/ALA5bsMjB/Y5zXF2iMDrfHwCk6pg9wJrXZYG7g8j3K2FLJIRpMb91uf+3gp7+z9P/6mFvDAlSX/ddOtT380+eU9BOVheyabsD4dp4fl/bMM+bd+Z4WCLdzW/5a1z+3v6HePFnhItMXg2HVQUAI5XsxWf8unavUzwy39iPUzfqw9EyxlZUHoUQ2tI7+LMGrAy4Yw2F72+WSB5bUPGK/3uPvuDnEQ7N+qiINg3nYI90BIgSYI3lAgAPF0QNz2GG/06O9P6O6nKPy0vQw43AiQ2EEvBP1uTq6BvkPYzZCLMbWpz3D7fkz57+ducReMEfPGAjHTeIgq4mZIW+EABCTEoc/CX6aI7t5+GaNZEa91wJit96hAnFPQnb0HtUNpnOLrrMkSz8DbSn1iHTvS1w538qgA3257+vmeVhCaP1jFW68+CZXf087UWrOl8Svrnp8DlvUKLIq8ZX00lI3ncxCAof4KKqe6TWm2cj2k7hWcNYXB+8xba8LIEgCV77lvBr+vJdGxcj0f7Ujp8YaUjaHNDVOQcj58y3LnD6c5e99HANU3ndC/suRfDbWsXaAWQK0AHg+BWYRoi1kwU1jTtL11b+QFvJURXf3W5hbDavXXC3z+DiwWXUsQsyW91uYWQ20R192yID3MyO3jTGxCfvo16xLIQmxRUuImW+8CIKSI991bBXffF4H338fFO2PdlixA1E6lA0pyG5XUzrjpoEPy83f7GcM9BRSYB0nIAZBT22pyBRCELuOc0tnmMQ7ZYu8uJnQHsyRzvXm/OwTlPjlM6a/46vNhOXnbn2UItP6nueSFMzFmDxXbPawkeiWT3uFRkB6/a49+2XxokVcYPUxt5bHiye1ZU9qt7BatWf5Wnv15K5XHlOc1U6vfrDgw2sVzmhUcv0a4v2t1+fXRendWD7+7EJIS3Up73CrXJ43yyAujH1wWIyb5ndkOqLMnnoZuhjedgAeuLPlXRbeefzZF2wPHPmLgGLY2K5Etfu/PZz+jT2hj5bSyyPl7LDDPyAt8tuS9FcxCuGVpo1E294GZux+Xqu+uvVweC3DbVujb4lGBXG85GnZ2Y6+6+H+xWJQSUb8XsvwXRS5buFiC34Y5n/Im6dz3MAO7b93h+X/vf8FzL74XH3/p30W3m2pfNZCtlNyGkx7jjQGiQLeboV2CybvdhP7eiLf8tmC63mE6DYhD2jYXVIF8NG2VY/6wpAWWKVlRkusrW9dkURTCbipZ69L9sX53Ng5BgE1fj08RRKG2EE0ZgBTE5CigLiMDFZNuKWT8vyXAGb0C1mF6FtychbEFc3vZXFm/Un+PqPvASAEr/myNthQfLsPGhfvFCrPQdS5LZEltexjXrWZ+ziMbvm08vi0FoGq3P8zIkKMIxFgSPlXj0bomcjSfSnlle3FGDXy7pin560VQkufkOXjrMz+ND7zzgwu/znW8GY6ivRLyXyeVvZgtGGoNmmKmxdo1Z/JqCVQjr6Fzmf55kVSu0SuxQvi7LbI17du+ew3eC3qObmbyfjdPrPQwk+b/nP6XLMpWvvkieBoMS4NAmLsztD9nKD/GBB2bEIsRIW9L0z7d311EdF/Y4nv+yZ/A7le+GU98ZkyCN4+HzBGqi7/f3qf2ATEHoPX38/15b/vmxRnAKQ43k99/uCulzfO2S8OX4wH6l3dJsOYguCTgA7TrEDfJj1+Ek+Zsd0A5Kles754B5/aH3VieWWDhGSlaLpVRHVKTy6qsexr7aqdDS7BXjJ/a4n3JwDGS5PtQ4ONYC1P7LXTHwtkrpzy/PZRta94LfWtjCzkzYj96Szmwd8aCn8uyMoKkE/G8kDaXBJPFmgTUiYz8e5jpOX5/bDS0eBH3tzUuEurdAOxyYBSA3TD2DuLc5meboWqnwfZn7/tIWg99X9xmZaudnUf/BqYruP7rpFuf/Rg+8B0/sWiXTD5C1+Arr3kDNfzEfm17lslDZd7i5uc9szLiQDLg2CJnpmmMjP84QI4ZFjO0koqStHHzeTNcaGW0yuO2HbkD5HhsqLwSLEfjzYLVksEUAVOsz9xE+53GkCHmcj2S0JR0z83PAPf+92/G9S/OGG5nIZ8PkKnKye0NFyM2L+8x3Ek5v7UXhH2CzDXkZDNRsX1pxuZuBCS3ISrmky6luc3t1U2f0uXy3MpKxP1v2WD39m0SgD0hIPlUOwDLGd98vrz1f87WdwjpYBsLjGNmnHclFOXFK6P+nfjYDp4b/lhVni8tqB6geRrrecrElmbldnLBcV6IG7XQNS/sCmqnCzJnY3vUVlcHI11GPhZnbS3wGuXxDFK9l3Kvt9wf5LK7bH1GxbJrRxce1FqnDOcz7+A2GNl79DyxZVhFTUeCc8yNSPo+9Mv87EKx6N/oAh64suS/Ljp78hlApBxgc/b+Hz/WYnkBeVWqSnGLWiv2i37N92YLwSy31vN+MQJLWzqzsOPCiAzir3yXDSbEFg5b7h7et8XptfEyVqEuY21b3GW+1sY1MQuhcZ/mtvhUqpxz3U5TS1vZYoI/G0cDS1TonP3jhx5h6vHIZyeEfUR/PpWtcUdtLQpWYlThYoRkwWsZ7sqtMaK/d0B/LyWx0T4AmtGKIJi3gjBHyKSIfUA4HYBxLkhA6l+K+B+vC06/1CHEnJ52zicsjrFS/tSsehM2UQHR4krQLiCMM7q7UuafoRnC++lb0HT+XpQstg79+3QITbnnMuXPLEcfeMeIQcsa9eTnkJXP6WRbgp77znC41deiIthRt4+tW2msC+5va+xkeT9NA4NdYmV84nE5qjgS1vYMlz3NNT8AavcDj0FRQMLynu2ALmDhkZz+tuWqszKtn5vh+L3MMef1SGWZX/7syWfeFKfUXQn5r4N8Pvuydz77n4rlylr5kcByC9YouAXoGYNdt3KPEk44haGlSasu7fR1cjkPgufXyC8yZrZDlxZcVJR9//5Z3yYP3bYUmaNyHERYLMcswEMS5sL+8rW+MWy6cp9MEWGKiJMgTFmJmPWYqdnYm6VsgiO3JwXxZUE7z8l6zr93c9ryhphz4g+C8VpAdxGS4NYc+S8dRDtAprKPfTiPGK/nAD8TJsyQlY6xleTrL2fSm2K0nyFDh7gRzF0P2c9tKHBNaPNYwlmM/h3z82uWpZHNt5ZF6pVkcfPKhIpfO621wYoC/2a/c9/FleddZ1Y/CzHvHuN71/rbEu6scHO/ud0tP/uDLHiey60kYHwPP7f2W3Z7NZUiWxtmJM0ZLgOOM16aMsRusEYfStbSfKLomyVhzpWQ/zro7P0/Dswzbr3w3CLwbZJWE/CS4BejNavVGKH95t0CvID5mrcsgLpNLYvaBG7x+clxeZ5BsnBlRaZVb6V4xOV7laDHtbvJENBmhNYvn52vdQ8zYbVc6lkBMOFL5ZUtYdwWbfiZzc8LlGxyJdLdniPmo0Offs/CHABk25VI9jDm4181B8/tZ2CLlIBGFRoVsd9gvB5w+uXcnpj+z9c2iENAOHTo7o/QbYfTL48Y7ncpCG8IwF5qa3WOwNBBsQj6xGhpPAMQ+4DxRg/tgYu3D+gvFKefu5/ayvO9zLlFSSuBjjMhKcBR5rtqrP37K/OM3pNt+zQm76Pn/Wf7zrS2dlr3lrag9qOvKcueCrpHwt6sVnN18LnsrbpBc6+Vza+lHHsUDqhh79nVZRa2bf2srjslydrlETS2wNfqbqFurBz5ceXtddxXK8uUA7Puhx6Y5gTRB3nTCHejKyH/ddCtT/3l6nt1Oh1DhS1NmxnNZb8bjG/UEvBMXrvtOwBuEVV++kZZJsi94uHr4GfKQkYt6FttZWuYBb8xSs80mNaUGeufzz1gTC3GxTVhgia3ofLds5JgRbhUrqUPvj/ZCp5uDBivh+RfN0FprgBXRkklm8dTMCNcjAll2CS/udphMaqQHNyWjq6NCOOMa5+/QH+xRXee/PkWYxCHFM0etxn679JBNsOdCGTIPRxyYJ4J+qxExWtD2h/P5y7QmIYppcSNCJAe1Xa7o3PUgRK0WIrwkeFr1j5QozE+JXOBgxuxJ+b28fPXuwcuszS5PKuvpYBUQtKhRz4aH6ijznn929wPrmwvvOw5Fni8fpi4ny1Ej90BHqWysfeIhu8r1+nHszzr1marPv8MuwL8e+Exs/tL8p8833j+xghME2597uM4e/IZnL3nQ8DQv2m2010J+a+TSsIFsuY/8M4PQk629eLwC4+FW3DXGDJkAcjlFCuAngXqIJfOLaoWouCZJn9uoQTFysfxgm+1y4gtnRYEauUyw7F7Wm4O798LxJSA2moxwU3MoJwjnyPngSVAzLLecba7cjJdl90MwOK/D6FkZ4unPbQDhvspJWxEj4AJMvRQoedyG0lshicAACAASURBVLTDUsY8ARIw39iWA2ripoPkrW8yJmsqnqTlGnYTcJgQzg/YAMlX3gfETYfpWof5RLB9ccJ8EnDn8Q22dyJOXhyT4M/nyM+nA+SkR3f7ooylYEbYy4KWOEXVtt0NIphPe5x+YZeum4DPCk21K8EUqdnFJ/D7CQEqWsa1+OsLksJz2eakU/QY+WpRuVfqLZk811rkk8ms7BRIRTeUdg/jW5k8DtyHmPomfk145Aw4TgDUgqmtDu/+I+TpiF+1FCF2L/D64nvWDJvqPiqf17i9E0tqw2XYOLCLouU2iQqEXL4vo+9x9uQz0O0Gn3zhp47H6Q1MV0L+66TKL58jNWWzIeiWGJMqIA0/EtCOzjfyVkvL8vC+t9BYZK0yeWF6y91b4muKAJdljNwrMf75qh9aWyZr/kcj9ttZW6Li6PQtZlKNzyw4DELWIHUmvBbDHHogKhQowXmWw34+TUe49ufJD97l8+QhUnYWqLWhtCVUFlPYT5BRIIqSvjYcJsg8p4j23M540kNkSU87bzdJwF/vMF4P2Nyd0e0mSOwwnHfYvjSVZ7udWdtAuJiWvpmCsxuXOcQMHoAF30GA/nxc9tdXiEZ6tkoH3C/zO8UaxKKUFWSF5jjvhBBvoXofOfvQLxPa3u20di9/F0nv3NYzQ96QWkCxUFybp2zVt1wRfs56SJrnj+/DK3UV+LqAJb88C9o1MgjdI1qsKBiiycJ4ba89vz+7xxQcH51fjXFjbIAl+I+35w09ELNrbJpx9p4PvalOprsS8g+BjtInPvlMOvbw0x8tpyIdTXSz0j1z8FTBVcQ8urAIN0YEPIxo2m9r4baue4bnr7EiYdp1ZuoyU32tU7xYE28xuzWmxO3lspjxWbsYfl+DAhvlckS+kpCzw2mQYfIC9ee64ibld583ATIpZFJ054ckLK1tlZAKRVCUVLRTCpqTwwSRdD3sYgq8G+0gGkU8Se88nE/Jbx6Q2gQgbgLG6wHdPvn0x5sDwqi4+cL9el++5DPqo5ay0xyIdRuBEvxXxju/87CfSrKdCtalo5dljssM6Dvotgci0j5uagv/aUBCA8w/37JSy39dtle1kCU/13jeekSp5V4q85iIt8/ZPS3Xlfi5Sc9Lo1xTGuw3UzZbiEFLOfDWPreRr68pGDn/Q9VuK9vXWRQY1wavpHglkX9jaiEMAHhXgQ59On/jQVscGdkwRYP4QYmqf8+H0t55LEeIv5HpSsg/ZDp74umkOY5T2WqXGPl8zFyMWtYok7/fW+sM8RcY9BJNnl0FHgm4rH5vsRjZViyPYrTKuwxl4PY0/f7OImr1t5P6mRZTY/L3mIXN/QySBLFB93ZdBAgZWlcgHJJla4e/NAWVa088SVHqCQUBAIWIFsFvfZIYMZ90Cc6fNeWYz3DrfJIg+m6vGO7PJVjQTtGTOSsodrKcjRf3j+BY7SQJ5NJWa0cOyvOBiCJ1Mhi25IsgpWh9Gotyyh8LfLj3YUcbs4CM8RiuvgzhMWG4Nhe8m8zq8PPL+8Vb0PSaUG7V3XIzVPMcSx3MP7wbwa+ZFsKxRq12ecHO5MeZFWu/W8DzPFYO2G3Scl1wuVUZKwYEowegd5X7c/aeD6Xf+g7Y7dNBNm8CuhLyD5nsaMMEEbkgIyOzDFkzZYvdWydskXh/vIfP+ZhHozX4zRioaG0NW3lrz8AtXKvD+9F9O498/K3rYbHSrD4WFvw8j0cWuEcCm9udrzcT28Csc+dzzBZ85RfOmbU0JKFp57OH/YSwSylFq5Su83JcrSXQ0SFbtnl7HGJiTJqD5SQCmFGEpwDYvLzHfJKC5lQEyPvmJQL9eUR/d0xCXVHaLrNB7F0+937pazwdklJyyG2wE+XsDHkbVw7ssvaKQDSdUS82l9mCs/GbZkDiEuTXUnrsc+udcZmqi7DnMjjQjoVyJaDd3GFieL5SGCnwy9rAVim3wfdhMywQeMsi5mcZqav6ujI2HCxnz/t1JLLsOmAruVJm15QO93vr3bCi0VK0uByf7IbvY0WJ+17KkBSkyshhi5hfcH0c05T78WbYG890JeRfA7r1/LP5hLrG5PWQEk/oloVqv7WIJ7zPimXldB0Qp/r+iiHE4zKOFiAxN29Nm9ugFZTXEvhsdXgtXnVRUqwtfltPS5HwVgN/56BDL4BobJVcJzLN9WEs/HuXAuRkjsUnLUHStrmLMTGkGEvwmLB1YZasZqg8BOCQzn3XoQMGYHx0m5Lr7JMw6+4fUtY8VYT7e8huAnKQ3fjYFrETbO6MwB7Zf6/FEgdQktTMjwxABLQXTCcdhns5RW8nOXdB3qpnyX9sPvC8lQTfKzroNqQ+9AGYdHl3rXGOMWUiA6oEOMoM2AWHHm1d9MLfX2M43t/n5wuvMfb7toQMW9QtdKy1JrwFykJyLZOet3o9HM4oBv/uFZHWNS+IrU1rv/l6PXJgY2hU7W+Xem37e7nsVh0evbDnGfr3z3F9vHsBWHgsIU1njz8FzDN0miHbzRt+S91KxNcVvVq69cJztRViDDNqbfXYnxeS5m/kP4ZYjWxic0rJAqeFZeGtwfJ8Pwt4Iw/38UKydl6mhPjF2fKj0Vnu5Tnrf8uKb5VvbWXmtfbd3V+s7HytHKgS4wLZ9l1J9ypjTAIzhHRUqykHjqmnrHnh+HhbIFm14wQZZ8Shw3w6YD7pE8w+RkDTWKXT3zKDGifIIafKDTmVbbdsC9Qh59jP0Px8fUj+d1aWNAva7M8vWfH6lOO+Euw2Bjxm2XKXfT6PPgTETb8oAVFLkiF/pG+6X3IyoqxE+fS4jLbw+1oTMGvz1daZ1c3f7TmPcK1Zpf67t2hbCNw4tZVRft4jFWso2hHk7Z73bWpB915J8IaEUeu7r8+UMp4nXLe1k1P5+j5be/h0Omuf5RvxvOeytrKSxbEP07xc47wVXYdPfvGvHQl4S5TzRqIrIf8a0dmTzywH2JgQV60XqgkyoJ7QflF7K4Sfs/vHqWZqQNnWVCa8LSYvNAtD1+V3X3fF2Ny0YU3a/7GS0SrXiBc2Uwve4zEyq9CEBQtaVRwdKwssfvUsdIBkvR9Fcvu+SgqKi9eGevgEmLddsoqDLEoX30MK2lHOdhPWZnVf6yGqCLtpgc1dn+fTHuEQsbk75vPtF4VDxhkqWI73FkG3n9FdjAj7Gf1uxnSaAga1Tz74uOmgpwNKpjHgCG5WSZn4lA4GknmGDgHTY9cQH7sO3Q7QoU9/25xHP7j3Ws6gj0uQWRF06SQ1y8df9ds+t4QhxxUwsWUNXB457uvg9doS1lae0jz385PXFLfHlEYWvi3h3eofz3Ev1ITaXdAsPRaIrUQ0wPJufP22Plv3cXu4nyzYu3odlevehdPib7amPPRufWMjxu6zZ4A0z/ouoZqZbn32Y8sBNk8+g7N3/Vi5zmTXX890JeRfI6r8Pn7SeZjda+7MXIBaO+b/zIzsGlsFLUjbymPyFoZnTHZPWUwU1ez9bd7KsfIuQyRMyWhZBkytduVr0hpD/o9F0B7dK1IJfgAVfG9KWrKaQw5mm8HxAKJAlVrTt4PK8tvGwn5CGGPZnlYo+77RkwKU/6aTDvNpCsLTIIjs3pCcc78kpAnFF5+C+QDtkKx8J4DVIGwnyNSy3/m2GYxtt/M8CYGYrhvP8q6Xw3vKc4QK+HdYjeUaBM9lGRli5LerspXLaJIJDFNS/Nzj98oKqq+X22fP+Xbada7f2uPXpG8/jw2XwRC3jWlLIHs0zMhfY+WF28bv1SBx/968kma/eWTN96elWPE1RkG9gWPK/WaokMJbn/0Y0HdpG90LzyXLPYQqCK+cQf/4U0D/+vdov/578A1KZ48/dZyljvegmnbbsu5ZI24xDJ8gh60Ibw3nhC+VD9JoDR7kNtt9LKCNsc1xYfzmT/NKC/fHW+MmKKxPrKwANePlICLOLcDMqyUMSGiXRDh2Ih5byTkhS8V4PLSYLVe5N6fMcZse4yPJWt28uFvgerZiQsg+/kW5qCzUOUJ2E8KsmK73mLcB3T5iuj4AmhCD/nxcDpXJz4VZEU1pYUVmWDLM2VY6g/Q3t0eEcUYYZwA9xpsduouwJF6xVLp9t+wGKVZnDho0ZDVvJxSRlKmPo+crpTSfpCcOJcnvpuQbsG17Q7ecNb8m3NmP7q3n4ASNn0v8jBfYUQHbplruwfG85EDESilyAte3m+/nOeyzy/nnjKxNrbFZs/yNWOh7C78LgIR1lIPv9+3zyFllTNDz3s/eaoeVY7kJJppPfLysV4T8WPH9Vn7OAHr25DMpPuRku9x/GNP1Kjr/jZPb/sqSf43o1mc/lqx51mqZOXmIzoiFXQvKK/6lhs/eiGFnVhLY789MoKXRewHPZdkRq14RYUWA/Wx8H1s63m/KQpwXvofRC3NsCPeWpRGWzHVKluIRYzXL09rK94ScfCYfzap9QDzpcPH2Hhdv7RA3HeJJPurVyuo7IEPXQI0kCPVPVCExojufEA75oJteMN7ssHtrj/m0T8IyBMTtgPnmFt1+hkyK8ZEBcUg+7ul6j/nGBvO1DdhdEDeC+9/SYf/WofjD9492ePl9PQ5v2STFAElwa59PlLN+dynT3nRzm46ytSBBI837+/MWQKWDReJJj+nRk7JjoIwLMelyHG1BhxoKrMjx+zpSGGV5lueYzSVeL3ZPizwaxdRaq61yWlaqt9JZaFZzUNbXjF8HvjxW8Hn98Dqx8pnHsHDndl42Nlw3jw/zEauzBdV7YpTF+ItX3j2fA+o+exTQ3jujj3bvNC+GGAWG3vqXPwMdR5w9/tQbxj9/Zcm/RmSQjyXKsax49bYTWsxmrXohZVQWP9oT3cq2ewMpC95ygSvD++e80C5tCIv127L+PQPxbfP+Os+wi/Lh2vCg9pvF5S0VJickdJuC3EoiECAl3dBUlnZJqJejRQ2PLnt7k9BOPmogbjt0uwmaU8+iS+e7xz6gv7NDdZwtM8huSVcrUTHcOSDsRvSSXAO67ZKPvQ+QKWK+scF0LQnNOARAANlFzNuA83f02N7p0F9EhENMfvhDRNwEDPcVsc957aeY4gi+7zY+/7ZH8MStCTLmU+jGOcUBFAsvjdl0vYf2gu5iOdmujIfmyHyyxsuedM/wDSXgOcIplosCGaA9Fms/yHKWQGsnSVQAc/2eeWuo3duaP/63sg5Qzzue3x5BsD62vvM1Iz8PeDwBsnylRgsus+aL4hOP6+Py/fqw8lttYmXLXrv5uL2vvwh4128/Tt7qZ6W91OXa2FrTHq1o9ZkRTtM1mDfOcVHI54iz934Yn/zCX20M3OuXriz514huPf9sSojzng+lC8VnSsd3ArXVqooS7OR9YMAy+b3fz2u7dq0VoMf32OfWPlZPrA17geuRAavft43vFzmui/2OLQuhgsGpTnZFmPXuFnyxGIEURQ4sAj5IEvoxJp80sAiyLIi16xZrKVO3m7G5H9EdFFCUNLN60gOzIpwf0N3dJyHed8mK7rsFURDJgW8JbejOR3R3d5CLA+R8j3B/h+6l8xSANyWoPG4C5tMULDdeT1n20njkf3k7m2gSjOONHrEX3Pj8Hv1FEvjzSYfTr0y4+b/exFt+E9B+CforxPNuVoRDHhtjvmUuRZpr6bNueuhJj3Axoru9WyL4LSmUVTGTP97DwcWH3i3vzsrwFj0jUSw8vGXn55nNo9ZnaxPXsabAcv1eeALHgpA/tyBwrifqohTZOHukj9cYz/9VizzUz3nI3Zdn5K1/j1iw5WxrxbtEmFplWzk2PowGtJBAb/H7sbZ3Z/NujgtqwIrnHBM8b6fVvYHoypJ/DchS2Vb5kccJdqBJsbRjXJLmsCDz1GIWTC3fuQVr+YW0FhTTsqqNWla1/82o5fM37X6tbF+uV1iqe10bi6Yuy1iy1u8/az4CNjolIlueYkoWWyU+8j779MN+wnCvB5DOdp9ublME+8WYhF22bGVspCnN2/FsS57EmLbG8RjYvWOylOebW/zev7PB4W0z3vW/BWzuzBjuTYib7PeOgMyK4d4ElYQuaAdsbk9QEfT3Z4w305LfvDzikRcmTKcpi968CcDNAduv7oDdtGQwBDLCBIT9jHDIOzb4OFovKOiY3RLoZ0lzDKUhN41EZDdAvwgQC5aKLhERsKwXts4MzbHf11Apc9d4KNuqaMH1ZW5qPV85AdQaeUFb5jrVzQovR8qz4OKDltYsWJ7r1r6WNVzqorLX2l3mQFbQ2Ao2Qc5rwwcGcnkVkkJt9PyL35k95w0dVjB8v20cedpUaAj1BSgniJ49/tQbxg/PdGXJP2Q6e/IZ3Hr+2foAmyefWSAhm2x+3zRbBV4DNg2emYqHEQG3QGiGtyxvXiAt2M1/bsHmPrDQ2uuvWbtbMCcvfg+ntvrn23VZsNDaNbM4yNoowWstyFVkGc+CJKTPYYzoLiLCpCnt7Nb87wHoUrkyOWTGTl7LwWwyz2TtyjFjznXGPmC4Kzj5/R79ecRwPpXf5q0x5aXNcQgIe0W3nxPqO+fc+vu0Pz4cZnS75NsXBS7e3pf2pwpdn7ld1v4yb5eASykpeqn9nGJ2DVa14EogoQbZ4iyBkv7+0s4HvGsvEL0SyYLMI0iefCzAZdSagy2kjN+534FTFEI3L3zwLfeDlaiqnkYsCitpLX+6levhc48gGPF4eySRxy40yvT3tdBKz6u4375+6xOToaUVn4rA/lAEfEFf3yB0Zck/ZGqdTscH2Jy998P1ArRTk5jxmH+5JXj8AmgJyCP/Ii26IwuH77O6GoJY1LVR6jb6RVuEo1vQHorzygPDr55BsMbObSgCnyxmFsxAshb5PhMi+X7zeRfyW3LYsolJcOvQIexmbA4R87bDfK1DmDTlo89BepXVmcuIm76o17JPWeNilwLVwjgjnB+Aicawy5a6At/8G/uSCW68kVLjhlkRJkV3UEynAWHfp4j6DhjuTJiu52U+AP3FnLLz5X51FyO63YT5pMd0moMGO4EilHtkihhe3iVrWwQiaV8+AGiHZddfBbcLoIuVpSEs97l5rfldpxiINGZyGI/fY0sB43njrcAuoMx9g3wZzWopx2XCCJrxL0Zcp6cWksTrwddjcR722dq0BrcbcsXjWI2Ja4vVY/dxDM6aMrxm3fv7mZf59rJL0iOFnhf5sVyz7g0F4d+8Jc9uP36WM4wO/WJo5b4Wfv0GO6HuSsi/hlQJd7Pm2RrnxV2gNBwvCG0seG/tcVBceVaXhcbQF0ACTmv/Gm+BC8SAWpb+UX2oy7HrLQu8uaADgNhmnH5x25gdKTRW5rElw/vjNSAJe3OdAOS3myuGVrZ5mcDRJJA0BARJQWwhCPr7QDjM9RGsUXNymA667UrGt243lbSw8+kA3YQEn45IFvKmz1a+MSxBOCS4PA4Bh7dsIJNiuDum13wREG722L2lw/z2AScvzYAinzW/pIjVIIibACCguz8miF8juosR3/Qv0rvQTdrCpPkZQyMsFW/ZM2/uDc1zLwcRxpMBMs4I81hgf5lnaNdBgi4+ZnFzkRPjOGFSsgZ64WkplVlQGIxfZZF0wgJYvhvzZ6WBlVf7z8JxbU7zPF0T0p5KeW7ee6WWqQrgpXuZl7CA53ZVsD9dM4HJuxS4X6mwWrD6urw7w7epuNfCUk50beI+Mqy/FjvE5baEvj1bBf/S3AhdafOtF57D2bt+7A11eM2VkH8N6eyJp9OBNc7Xc/bE08sCY9h4zRfIk98zoUrLpS0o3rK3egqziG1GwM8AtHgbkfUMKbasHv+d72eGxho5W2ZWfwuR98yl3Ks1oykuiYXhVIluMqQo1o4sSCofvB+n7D5Jgj6hBNJFdFNEyHnmF1cEClQtc2pfOCQhN19LaWfnbXpvw90xKQEnORPdEDAPAZuv7mCn3YX9lKLw7035aNuIwzedYLweEGbF5n7E/W/uMFyk4L75JKC7yKfnCXDxWA8NwP5RwbWvDLjx6Xtly1wS4oJoQXgbG1cgTBHh/FAQh/HRDbrdjP4e0gl3kxR0IuxGlFPsLO1tH1Ia3fN9pYBpF9I2Q8kuk+zvL4oVsJz+x8KCkRWbmzYHfVwIK4TeT70GF3tllAWHRwTsfl7DLUHbIl+WtdnWfatMf49fA2sWun+GBTz/N7Jx9FtW/fh7Ae+pZaRU7itZBD0fysNZNC/Lv8HfqzJ1Ud44zoP98fasKixjlAl449+vd3pNfPIi8qdFRPPff7Zyzw+IyK+JyG0RuSci/0hEfugB5f6QiPzf+f7b+fkfeC368DDIJkjx9fC2OoPpjXymqFYAm30W970SiM4StgXofX3GDIv2TpqwkTEEi5xmYsum5Rf0bfR9tWsMuc8NJaIVyGPtZGbDMFxHe25NCNC91fnqpUzqCzNm/wzdI/NcUs+KKoIdWGNWc04ZC0374GVMlrgcJsh+hnYB480e5+8YMN7soEPA+NgW+7ed4Pb7r+Hl953g8GiP8ZtOsPvma3jp204x3dxAgyDsZ2gviNse997Z48V/vcPFWzpsbk+49uUIy1G/eyzg8GiH83ekVLHb2zM2dyOGc2BzZy6QvEpq73R9wHytx3RzKAmEwmGC7PMBM+OM7vyA4e6IuEkH5WiftvqppdWdU3+TyyBZ+3IxIrCApzGOJz3mm1vE0+EYoSI05ei6BQDyjhSea0fKYzje225MvyUUgfb8a9Xls67xOvCCkIUqW7AtxZ3XqJXDVrfV4ev1n6f5eJ+9kRfYfj0zX2gZA8WtonX7PPnrPLaseHve0SJGOFrKTqU0ObcBn+kBANOU+IZISnHbcLO+numhC3kReQ+AjwO4d8k9PwrgVwD8EQC/BODnAfwBAL8gIh9deeajAH4BwDvz/b8E4DsA/Eou7xuebj3/LACz5HOEpx2asDaZW+QXHrAwqthYoCyg1qzrB1nhLcZWIGx3rw9g8pp/qZv8kFx2yyfvFYUgBTrn+6qc58AiDOyzCQ1WXEwxyuN0lJlOtbb+GQUwZhoVsc9QdssymrnuHHWuKRBuuIjoL9IWNSlpagEo0F8kq3b/aIfDTclR9Nl/HZHzzgMyAycv5/3xu1jaP14XHG4mK747RAx3DhjuTdjentHfG6v+aBDM24B5m2MENilxjsUXKL+7qIiDyy/v3nPZdmjH07r3b9Z5PBkwn+agP1M6/Bzy5AVla854X25LwK25hrzyuEYPWjdGLJR4HrESwvV5wW/tMmpd94mcWsoGk5+na4iAX3t8j28393Xtv93PxoV95jptvIDjQMLQGB8v6BmNbL1PE/7DUCknbxThbvRQhbykvJufAPBVAD+3cs8fBPBRAC8C+G5V/aCqPg3gjwL4NIAPi8j3uGe+F8CH8+9/VFWfVtUPAviuXM5Hc7mvC7r1mZ9OE8kOTeDF2fJhH1nYsV4E5lf0DE5XfvNlt/J52//gFqi3oFvkrQFDJjzcxvdxP7m/vMgZAeDfqM9JAE4LA/KRtC2olgUztblp8be+q6VnlRS01hvMrDmiPee6nzVB23k/vvYBYYzYvjihvz+XaPf+fMZjv3OBx37nApuXDoAC598ScP/xiP1b+nQQDZKiMl3rEA7AY5+KuPaFC8gcsX+0w/7RDtNWsLmj2NxRnH4lH5+rQLebcPKlPbr7B0AV8zbvCsiW97wN2NwZ0d89JOQhbwGUOVn+2gdMNweEUXOMQLeMwzgfj3nAEqPgx1F1OZbXjt91FqXFMZR3Zc+uKZhAe+6ukVcOnDJTXWPBEfW4T1wmz22+7gVmq25bLwbX+3nrs9vxWPg1avezELU+tN6Jp7UMlC3B2Yr6b41By1BhxILRPD+OwfXbxpTr9miodzWKLOhGpoK45oNr3ij0sC35/wrA9wP4YQD3V+75MwC2AH5WVX/XLqrqSwD+Uv76I+4Z+/4/5Pvsmd8F8FdzeT/8Ktv+/yudPfF0isS37UE2sb326a1nJp8KkskzODtEg8t5EKTWYqJ2Dy/yFtNiaJAXrAlq9kW2GKW118j76LwSYGQR9q12UT3FAo1xQVPssBTXHjsWVTcD9HRTJ9LIbTMhmcpBCrTrTIiloB85jJD9Ie/LDZA5b2eLWix4DYIwp9S24TCnFLebgOufj7j5fIAGYD5NQlmiottF3Pj8iOu/d4GwS/vsT7864eTFGadfnfDopy9w/ff3EM2Wd5feaXd+AGZdfP+n6Uz5zUsHnH5pj3A+oru3R7i/r61NTcfM9ndHbF7aQ/LBOuXIXdsKOGehrXkLoQXVGVxKCYuGr9zD5sv30d0/JLTAtpoC1ZGz6pVRtv4a77jMD7ZKeS55S9DWms1dnrctpIDr9G2rgv5ce3iO2Txi2N7f31JMH7R1VF3bGdFrWdZr1nZL6Hvh3lKKWu5Bvof5HPMBVvCaW/7c++Z3wnOM/+xshIYiX3hoVJw9/hR0ty+fP/AOL4Zen/TQhLyI/CEAPwXgZ1T11y+59fvz/082frvl7nk1z3zDUzkUoSXo/CEYLNyK77ohSI343lbZXitmpcD7wj3jYIjOuwj4DGnWsm0x2v+mRU33euLFzAKWIT9uG/+3cWjAhwbNl+xrHuKkMdPTIR2l2i2JbMx6Nfh8sa5yZPAcl4NbrM19h/naAJkjut2UrOUs2GWKEMsuF1IQXHcx49oXD3jrP9+hv1BEC+SbYlIIRgUUQFYMNl+9wOkX7mPz5Qv0d3Ypin4GxuspKj+e5qQzfcD46Al2bx0wnQaIIikXuzEjDzElcWKrSHOe/ft7yD7dJ3N6B9qHhaNQsKHaufHGUG1+8baxwwiMdLSuoSMsDMKSHbC8Hw/ReqGwZlnaurP6jfz88XPR5qefv94aZ6WUBX5rbtu9XrHg/10AH5V6pAS3rHJ7b8wDWvfZdXF947iWNYufoXW+x8fX+DX7IEWDt98xn2FeyWPkeYpX3tb6wW1ThZxsgZBOq/vklxYw2uKpXo/0UKLrZqshMwAAIABJREFURaQH8IsAPgvgzz/g9m/L/3/b/6CqXxCR+wDeLSLXVPVcRK4DeBeAe6r6hUZ5v5P/f+srbOs/Xvnp21/J8w+Lqpz22foDQJPYLTQWkq3tQHaPlcHUgptZYB/5sAH4/NMenmsZEuYnt3b7oCHu31EWM7dwK7iXxsLX7fvmlQlWOAz+NYYZY7EOtZM6uC6Xmw60SUFlSahpshhKP3Nk+BghXSx77WWX/d0xAjNqGBoZvs5tm097zCcB/fmcylEsh85cSxvRUy76iNPPJYBMh4C47XG4OQACTNc7bCW127LSiSq0S1Z/GCPCuJzEFzcd4mk69W64OydEoTBmQPZTdgsRUiSCJMV1yYinCRWYr28K4mHPiVIUvQgwdCnCfpzghU6JgzAhLpK2OYaGIFuB/RcIn2I8Wkzdzz2f1IktVD+X/FauVuS5J2vfivFd2uTXl9Vnigi3m7fQsVLjUbY1d8Jau7n/vCZ9240PsbJk5OF7P95+jOwejqCPCkRGf6Ss2YScdEkBtfrsHhs3q5LH0Mri/poS4bcaZzp774dTcjOLp3r8qYT8dR0wz6+LrXYPawvdfw3gjwH4N1X14gH3Ppr/3175/TaA6/m+81d4PwA89sqa+q+eODfyrc/8ND7wzg9ChqGeqMxcwItNa7ibLREWat7/xpPZWwxrEGQFH9Ji8QvF6uZnPdRu1/m7b6dp6hwrYNuigtQWkd+zzP3icWL4zyBgig9gCFj7Lh8LK4sVaalpJ7Jquf1zLIfahENuEp2iVcqJ1N4siDXvkb/3BzaIA3D994H4SFqSw93ko++BHKQHxF4w39jk8RXIIaK/mBF7gfbpWNnDoz1Ov3RAt5sAzIgnAw6PDJiuB8gMDLeTohI3HXZv3SAcFN0htS32Af3dPeTicAxvG2Q+pEQ+BYIPAsyK7t5+uccszi7vzw+Ndw45yvpoAl47gZiy4IRXFWXfsszs/fDRxEwtS9rKym2u9lUDteBhq92jSx5uv0xI8hryinvEg5WCliXcGgf/Hr2F6+cz/878xSfrsWssmG0NzlTmmv+ecx74ceX6/da5cv+xQr64lajtni/5zy2FZo4lNTmA5TQ6g/f7rgj91wO9aiEvIv8GkvX+rKr+w1ffpJIYa0UFXaVXdL+qflez0mThf+fXWOfXTGdPPpMmyafTJoKzJ55OEBEnnTHm4RlIy2ffstK9FX5UBt3fEvD8XIup+nrX/G78e2uxeUZlAp2tMEuQw2RC3W9rY/Lj5D/zM3bdrGxGU+web31ymbNCQoB2rlygVhi43pLGFgjkj59Ok999uJdg8CSsM6Kw6ZM/fhCEfcRwMeWDY0KJVO/znvg4dJAuYDrtgJCe7y/m7OMG5pMO46lge9ASEyCRGDSPiVnTXQD6sBziI3mL3KzApFnAC0Bnwqvk1xfymAZA0SVFKJdfxse+z/n9qeSg0Ujtcn7lNeuZ54FXInl+AIu/tqUUG5U5SnPdrw277uv3xG1eQ99a9Xp+0Op767ofq5by49ckz/XWToc1odyqz7dlba22eESk9+F/989lhfNonZqi4Oc1k83HWevzRCg+BONUMpqePflMld30G5lelZAnmP63AfzFV/jYbQBvQ7LQv9r4/ZH8/w7dDywWvacHWfrfUFQmyfs+cpy/XqQclgAlWJBlXCU8XeE+2MVgcb/QolsgHu4yagnIFtPhdrFVwm2x/llZTD5nQNXP2GaAJuibzxAxhMtdC3k/95T2qzNUnwQzKhSgCsiTDCUDS6KWuKSKTf1eYG67l60bAYAAdOcTTr8UELfJ0t6+PCchnmH/MCZhEzddOkTGisrBfWGcMW+TP12miO2dqZwtf3i0x7xB2hd/b0Y4xLRVrU9JciBIaWknRdjn2ADbucFJSYIAoUM8HRZlJeRnVaGIQJQcfZ/mkKgibnoIakuuHNYzTmXs+IRAb91pJ6lMe4eeQXsB7REAr4y2rEKb9IwEAWhC1KUeWdYOQ73+/lbdJnh8fVxGC1bmOB0jFmRWXkvpaSEerc+Mklk7xF3z/SkC2fV7zaUHese+31wvt8/zjohl3DsaozJ/aK50fV4wurTJIym8vv2RxiK49emP4uyJp5NVr/q6Sn37agPvbiD5wv8QgB0lwFEA/02+5+fzNUv59lv5/5EPXUTeiQTV/56qngOAqt4H8DkAN/Lvnv61/P/Ix/+NSCUhzqc/mvzyIaVSTBMwLoLea8oG0fuAHG/Nssbrn7d7vFXjYUYjYx5cPmvYHq6z62tWiRGn8l1jjFYXM7WWv577wPf4NjN06WDoOt2tVP+LsFYTOi74i8rRPqV11aGr2loixO3kOaBkzJPDhM3tA06+tMP2y+fYvLxPiMCctvCp5PIV6aS7azmGoM9nvIug2+ez4/cxH5gzIkwKFaA7AP39GZuXDuj2EdNph8MjHc7fkWCHk68c0N1LZ9hbqt7qHRFzlcOUjjAomejmvCWQxgFIisKUgxFFUrBiCHkL4VyjIl2XLCcgBSTe3CakwJQry2efBXh17KyfCy1LjdeEV27XBGzUNkpk132wbEuhtblj9fi6WuuU5yYrD9w+ETSjzn0yntbY2LWWEsDl2GcftOjXXXB8w/MWr1gwtXbfXHY/t5PbanUyj+jCYoGL1PON22r/ObNf5+Z/ruPs8afS1ufPfux1JeCBVw/X7wH8zyu/fSeSn/4fIAl2g/J/FcD3AfgAXTM6o3uYfhXAn87PfOIVPvMNSbeefzZZ8THWcM/QEwRFjKj4np214P2CLPwr3zbq+9egzZZ/Djj2qTGxYPXbc1oQnPm4M2x7hFBUvvSwbLfjPq8xP6+utlwb3HTX38qatGfMMqTrvHe+2r+dGcp80gNR0U0RiAkeV4b8ulBv9ZmT8NSQoPD5pMfdd6VT5mRO2ebS9r3kDpi2gnkICFPAyUsT4km3JMiZklKg22StiwKHG4LNbdd3Bbo9cO1LUzq/fj8tQpX7DyyCqg85GA/oOlmETYxLRLxXonLOAJU0o8UdIKR26FEEsBmS5T/mLHxdqGMg+q4ov3qSkpfIfmxbpKzQAesQO88VtuoAVH7dVvn838rwa9DXb2WsrUEviL2gbEH23C7/2b4zIsh9aEHX/N2vO98G+42t4VZ/uL0sUL3S9aBxYbKgUM93ogJKispajASkYSA1eAuQ5l0X0ul02w1ufeovt9v5DUqvSsjnILu1tLU/iSTk/4aq/nX66RMA/iyAHxWRT9heeRF5C5bIfJ9I5+eQhPxfEJG/Y3vlcwKcDyIpG174f8PR2RNPV/54AIBIuV60Sh+0prpY9yYoGX72QXZ8LR9n2rTq/aJci4RtLdbOtcEWLTMoq4t93FYG/+aZVwRgZ3eL/H/svWusrcmZHvRUfd/a+/Tpbrc9k8vMeNxNt00SiUigcX4FlCB+IG+JiwSRyK+AkIJCmNH0xQ4CgogQt4ztth0P9x8QLtIEBQUpiG0JiEKEEiEyjjQ/Emaw3dM2zm3GY3fbfc7ea62vih9Vb31PPd9bax/b57TP6d6vtLX2+lZ9da/38tRbb60CnCF6tZ6UYfAzTwnYMMbaf3Q7VVjS1tGDlQIjsvZj9Y7Pc0QIO2Tre2uX1WMq0fHKPerlM+2K09kzf6fcFGdKWp7QAtkgAPd/e0Q8AuffWZ/bMbawT1ju7nB4puy5l3bkGnhnwfm3EhCKkhO/ty+e7svSKz2EWrS6zkUJacwQNWqfbS8Ba/x5mw81r5DD2k8hrBfcAA2+L9fWVsUpBGwCEZmgt/8r1B/spjsPwub3gdXnAxivgdGWj+blKQDscMYWorV9eM99WucQb5WoIPeEPrCm9+oF9Nb5qF1ZyuRxtPWhfcMe/kNoHv17un5VGed6mfHQjWFYFQKu62iLRhEUNYo4/eZ67pr+mDa3iz5JUfHe9Qtqcs5vhBA+BeDPAPjrIYQ/B2AP4A8B+Gk4Dnw5578aQngdwKsAfiWE8OdRrs/4FwD8GICf48A6jyvpxGhe9jEAx6VcZvPCK/1iVquEJ7JZusDKBIzUKmAGpwKfn6t1wL8bMhDDtjwt13tu+58M1XsWgJXF9eA6TnErtLWeRrygVREa1hFdEBZulwn3duRr7iuSA5DmiJgmIGYAdGyM629jMhf4v1wmUxS9+Z2KAAQAsSgb8WrBfDUhR+D8O7GEva3lTfuEeFhaKNiw5IIEJCDNqEpHAA4osfZrH5R731N3fM3anWPoGL/B+CFnIEiAG2ANeSt9XI4Uppp/AFJtd6DIgMdeQrTTCR2zTu12PIued6OnPb+/iFLsWcT8XT/5XRU8mmYRYZ5Kn3V5aD0ZgdM15FncQI/OKb841S8PQiowveA7ZhRwPyk/0fxU4I+UC33PaLQNoHzS8vS2E9ng4LL19r3atstvfKHsxZ/tivPdEyTggR/RLXQ55y+GEH4dwCcB/BGUZf83AfzJnPOfHbzzWgjhVwD8LIB/BYVzfBnAp3PO//O7UvGHRBcvvgqkvLln/uKl14q1YgIBGDuxNGi/kiIA9ozzsP950p8K3crWQ5DFq3kyFMdMT/fbzEr36jKC/rQsbZfVVZlng/5FYVCFCVjD0rJVaBD2sp6nN0/wzpJPCcB6bOzw9Iz5XmFgdntby2+KNZgOmnWX5xnHp2dcf3DC2VtLuT42hOJQFALCMWG6t8dZDIiHGeffPmL/wRmZrpC1/NPZ1O6ITzX87OGZqTgSZmBeMnJK5R77EcOsTDBUJlcs63rNrCk1S0ZgNOK8hto9lFMBeQrt/4YMVMUm3Sn31rf8z2YcnylX3s3fve4dUuu76c4Zrn7ibgkD/Bv3Covmq2mBdWvFLDsmRrsUtmXBOvq09KeQAJv39k5bj7lXyD1Y+0ERBJ7LHRJGddB6aP2UvDngKd+6DdHB28HvC81LecWptjJPU8OH22rKBqMgnIe9w+8zGsD1VcVkiu0I3ZMG0xs9MiGfc/5TAP7Uid//IsolNd9Pnn8WgKsEPEnUQT8vvVaseL6K1s5o2oTTIBh8pIVhNRZqLPQ8BsLvAttFfZNFw+lMcLNmb3lanT3hrcqCtpe18I1T08Ba8aC40e9DAWcWe894NpYjMaa8K1b4dK9cARtrMJwmhJkRTzxGBaY/PB1x/8ci5vsJx6fnum9eoWwrK2Ucnp6wfyYizcB0tdan8ymocPp0WArvnYoATXPA8ekdwjFhPqz74zliwwRD6sc7HBPyjvp1jsjZnA137Z76kGbEqwWHD+zKdbiHGuCn7rWn8xJxL14vwKHWdSJExBh3zqtlFco2wLRP7S6Agi6EDQrgjmsbt9zHXrDfvLnP48wCgOeFpuH3bY3qtc8ejdAsrY9n1drnKI1uXXgWM/MSDh0N9J7mihxoECH+5LJ4/SsCeardtj2jhogGxUpUDtMIVWTFwL6zIy2Px5Laufgn6dgc0+198j9i4qAK7WKEauU36B7oJzhbst4iUSY3SvcgcKSnYdc6ds8N3vX2xZlxqNJgzzyHFw2+41lAADb+CaP+qJak26a8XkijTnhrDHrJmxhfOy9+fcB0/0BXuDr1WTIwVwE5F4h8vkpI5xOOdyKmq3rWfY6Ic6xWNIAA7J+NuP5gwAe+fsT5t66LY9sckHZzDY+bC8RfrejpnYw7dAwvnU/FSe+67MU3mLLOqxyBTRCa+luoY5GrUpMDyqU67+zrnn85Q5+nckQv5BnhOBWP/3v7eu98wvyt++Uq2hjrvn4uFnxCi3cPAIEt+mXBuV1+U/1TwsZDmxXMuB7N5ONlug3lOcV5wlDnq64dd32k7dz14GhFrUZ76Fyu+sBYXrqevWfdegh9v+g2himnahGzw+nIOVefpaJ8bv4ftXlJ2/FRiL9rB3okw/K28uZpzdMb56aUrRcu8Rxox58/9qkS7e4JEfi3Qv4xIXbmaHGSebIyjGzfPWcXXqSe4AR6C9voVOhHC0jCVo9nlWu5nM5jbtxG3tsDeibmndHt+mHAuGPYLNSuTMf66WKlt/LkyJwJQQvUE0K5HMbGiPoltLC5E0LM9Y71aVU2AuoFLwG7tzPO3l6adb2cRUxXEQFFYMfrI3bvJIQllIh4hwVLvQ4WKNZwSEsJY5tQfAKO9V73GBHvH1vgm81YWBsPx/W79QFFJ8u7qVypWz3nS5z7Uk6IpZ15F3H29hHHpyZM9Qy+Wdxxf2zbUSGkEkFvjgjXS/URkBC3uQbrSRn5eo3EF1iwsHLZoGRncTDD5/ntKazsia7kCX/9v+Urc9MTtirk2IIdCWgNgzuy1jWNGgmcpyoHusbtfe4XmxsqoO24r+djwG0xJUdROxujhD4faxfzi5xXp0dP2WIeY8/gtPl4rKFzhV8taROl9EmigRS4pXebeOJcfu2zZR+IJ6Cd/QT6fWa+pIYnpkJpnTdv7hdNE1q0qPlM/nHZWhu6EJhRqGXAe+dKzJxYw7Y6cIAfVVo8Jux5zXoMX/MZCP32OzPkyuxyE/QofbikNa790ludmKsH/Z0djs+dI93ZIZ3POHzgDMe7E8ICxAU4PFOOnMVjhkWmQ7Wuw5Jx/u1yw5xFpytnygFkYP/BGfd+8k6Jhf/MGZandm2vPF6Xy1/C9bJayzEin58hn5fz9pt9bIsHUC19Qx4QUJz7vntdEIHjgnA4IlwXp768mxCOGSGhXKCzr9fsWn3tspp5aqc/gimRaUVTukuDqmDfoC2Z5jPQC4qbhJimt7Qq2DwygWfz1pt3LBBP7bkb2briM++8DvVdtWSZTNlWnxQ9S6/1GCk2fGZe0QeuP38qL7H1rPVWpdwjHR/mGxx3g9sxWs+an9HZbpsP178ec25hbp8QuhXyjyGx1tgJNj43bouDPUJ5sTPjG0GTCm0ZaTp9xjTKg60ihcaUvOhfXn45b5mpwnKafkQek1NLgL87VnqXjgTUqNw8mSIDpF3E8ekZ939b2WM/3gl466MFjo9LRqhCHgDsdrsO+rcirHpzwP7piOvnSihbO46XqzISKIxuu851npDvzAVZ4FMCdpMgp5um4t1ey47HVO9/l34+pqbkhZSbRRzqHwwFiBHpbK4e99s+Y+HeWWweHG0ChOe/jZ1n2Xmk1vwIeRq9y45cLEAeRIBa/rpG2YL1kLxT7WpzUtrV1stgC83WIs91XpuWXq30kdKgpFA6Gx28t65IC++Ra3m6Z6/C3et3jx9uLPi6XWRGzv7QfKc+8Tv/eDk3/wTQrZB/DOnyzc8V6AjoNecQCpwUZQED60TnfaxTglkXPeehi47fS7TgPSHYwdzOIvPSdeEoc5/Og+yVuXhbB5z/PG2ZIKfJzv9mpce4Wp2CJATnvWZ92jPHegzH3OLUH58KOPtewu6dhHgIiEdgfqeEmJ3vLZju1+tXl9z2+eNSY80vC+L1gsOzE65+bMbxqYB4AJY7AYdnJxye2+H4zBkOz53h+Ox5cW5Lpd45RqTzXYvSt9zdrXvzQBHqc6z3zU84/vhT2H/ovATfqeF1w5I3e6lhWRD3R0xXR5z91hWme/s1il4ugX/KmJRz8cGOF2r0MkWnZK4FHU/Aj1LHljRbt8DN/huMLo0EBROjTV7enlVuUP0oT6C/zIXrFpy6eeuL3xs9N/KCWjH0bnVUPjOKjJm3c2Sztu2Zto/TsvKmigKXLf4061oOq/LKhhArhjY/Wl5x018m2MM8bSLfPa4W/u2e/GNIFx/7FC7/9i/i4sVXke/eKU5P1/u6uJbtnrgGsWEhzBp5teQ0DOkK1VMlbMI3wY9e21dHIg/iXmQx8jEfJc/K5/Z56XX/nd9h4tj4HjzLQsr2gyN6RYavl63P7Nx3SIlgyLzmU4WpMao8W0jcAmOffyfh/DsHxPtF8P3U/1nC0sb9Uh3ylgZ1h1yOvtmFNdO9A+x+9e9+eEaegPO3igPfclaO+C1nGdfPTTg8HXD3NwLOf7N47KcAhHk9DhdyQQ7ybgIwteNviAUFSHdmHO6W62rtGFwjjVwWQjmeVy12y5+P3pUAQFMR8PvjdpuAiedo7vu2+52FucK3XD+deyow9N4Fdv5kS5bbrVahWaNMNoe9KI6KRvFvbGUbsWLgoWScn+fQxn3mWd38jNfTqC6WLoa+bZwX9wfn4aGIXR9vq9ePLXoeoMgF+wclcuS0tX1c0N3T4AVhYsU/hHXvHhV1PRxw+bd/sTsh9TjRrZB/DOnyK59ukH24PpC3d14/AX8fkEm9U9UrfyQYFT3gZwwrehq61UWZIJersKYnmNUyN7J3tGxltCMPZSOP8SmjNAednDtP7zwXKxchICwU5AZot86pJRNyBs5n5PNe2bFjcmmOqxc6gHS+Q5oD5gzM9/aV6U31fvuqYFQFIh4zwjXw1LdK2Nl3fmJGfhq48+2Ms+8mABHxkHF8upzHj4eMHIHpkJCmiLgkhEMq+t+utCsmlDj8U8Byd8bZW3uElJF2RQnIAb01VsMuW3je4zNnJZ/Dgrwr7ZvuHxCQipCP5bcV/l2d7NqFQcTM26VBWPtuCH9z36vC2wQgjbuHjOW8KrZGLECs3p4Q4rp5Wwuc7tQcVsXbiI+ktXclDcdg57pr2Z5yMLL2PeHM/ekJ+pS2fdC1T8ax8Qyq8ymDgdumfInrwe1s45a3bdbvMZTGdVsVZa6as/TFi6+uF47t5sfO8/5WyD9mZBOHPe3DIfXCzY55kJXYJqEJV5vouohCgCtAO0Fcf1MGwEJZFxIvEraaTEvmRWrpONjFSCBzmcxUrRwP6meLTFEOz4IPYcuMALRwo5mOzzWrrljC7VY1VI9vsfZbPlO5uCZNEXlXIHmDstNTM3IMRQheL83KjSE2K9g84kMGUgw4PHenXkqz4EP/7zVyCDUULnDnOxHf/ciE/T7iub97H3d+ozjtXf/4HeyfjZivipA/xBlpBuIC5FCut532CWkKiLanH9btAywZMdX6HAheT6lAH/VIXNpN7ax/2tVjcsZrYywWvM0JG86qRDUlScbCghA1mN7mvvX3aK/dqM0BURhH1i4TW+7e9oGnNGt+GtjF8uAyykNf6fDSem3WtcBttfztU1EEFrBdnbAVgq0MKUcFPV/wZMQ+OJqn1n2ENpyqk9cHyntsTPl0wMiAML7TeO2qQF28+GrNo3Ta4xgw51bIP2bUhPtHfr7fEzquAqe7zayzppzFMLJ2ukXtCP2Rps9nky39CL5TrXhkBehvHSzoWEJqUZyC/lQ58fZKTcBvysZ6lpwp53aELM9xG5CF85D+L8fBUKzYnBFS9T4Pod7ylkuI+pQRrpY175yBFBD3C/IccHh2btfQhmNGXEraPEXM9xbc+a2y1w+gwOdAgdvjhOOdkuXVhyLSLuD8rXIuP5IilpAa3J7nAFyj+gZYG6TNS3G4y/VGuXjI5b0AZJjVjtK+jPa/9Yn12UaY0xwKCe1YHYBtv6uVbM9G4271PgVZe+vqlFDi8nk+eQ51Xpm6VcBCpc1jbJVX3ULQunVWLCvD2JZp+Wj9bzqlwsqJxz+4nQC6oERKjBzad3u3QzVvqMsoXw7cpVa/KgQeEmG8pRld6zHbi+dffqyg+1sh/5hRC4gTwhoQJ+cWN7ktUouF3e23O9qqtxBsgk7ESEZQHU/qmxa5J2RH2rTHELTu3D6jlLfMwcvX2siWnioIzEAFGgZAzl294pPPy1GbsGR0vgpSH4sFnytDiddHhENoikEJ+ZpWNMDy35W9djtfzp7xSAnhmJHO6vcQyj59KunyHHH2Vsb8zrGE2H1217YE4r4Eu7n6UERcgHc+HJBjxnQVsDwVsP/AjPPvJOzeyTjemco2QAbSWcT5MSNaf9WyurGrx+3yU+WGuN3b1+VGvlAi4cV9ccjLISCArHBCPky4tz4z+L5C9RZPv3jtp+1c1THWucPPba3YxVD2Pgu1kSAeKchuHlw3rIKBSYP1sLDn9Wf5GDG65ELe9Izb7SkB3L7R9tkpoToijZRXx3ATAluRQLOcWeEwsm3Iadr6KKkyp+PZHCMJVVFY3+ph9TQjwC6vsvGymBLzXPbp6xHnx0nAA7j1rn/c6PKN18t+Tidc6x3cfFaez9IyPHYTbGmLnd/XRdaYNtVBLXbLa0T8jmexqyOOMh+rg1eOMjrXOs9rW0/BfyZYp9hfCcuW+LL0VnmtezJnMnPKE4YVjksXXCfeK/e2R4a6j8saOjTU8Lgoln65u70iBhZEJwFxv+DsrSOW86k6/63jGJZyu9z8vT2mdw44/9ZVQYFQLN87317wzN9d8NRvJvzY30r44K8VpPH6OWD/LDDty4U30yHXemScvV2udF3unuHw7BmSHaVrSEmNAWAXyByWpsSkXVF0QkbZ478zt/5AWqMMtuGI23sBwpL6ZzyGfBWwzoMo86qiDW1+eHNkpCCM1tXIamah7cydjrhe6gHO0LMGr0r9fOtOKDDiZvEOKsrS3m17zI4CYe+dEuyMlnjv6+9GNt8jrXHtD7aUR+tbb9dsQlnG0/K090ZjnCUvhefZgRdYeeTxiHxcStCcj31qW9cfMd1a8o8R8cU1BttfvvF6HwFPhaPRcVkno0ee1cHMUvcc2WtVrX4tny+I8KA6D1HwbofSuOKc1tvTtP89JUetLRUSdvUnC+R56oOscDu5LSkh3j8Uy/lO2WuP373ntrldwhIDkGNVKELZhGAmknLxSLf9bqA62NVjb6nst4clI+eM6WopZ+FDqHe15wavx30CrhfgOAF35rJPHoB4TDj7zjUAlIA5ZxHTdRHGz71RtgJiLXv/3FmJaLcvTnkIAfsP7soNeSqYdzOWZ++UG/HeKTH7Lbxti7CXc51TuUTHs6A35mSHHrbPNpXZIS/2CEk3Th5U70HUPDc8UqcunXOq+HK60dq076dg7OjUlSHlESrHx+tUeVUl2ZRBrutIiJvF7W07KMzNZXJdPH+HJGlCQIXDelTR20LUPXNTFJL0GVvl2seMpHjudd9gAAAgAElEQVSoibaXeVyD5yuvbXMhItzdPVbOdky3Qv4xIr2zuFEMa9zkqgj0Hqx5jcvMCy/EXoM9BcW3POtvOQMI/UUbyjyNRlAeLxD73oWWXNvXkAUW2O3sP+XvoQPKsJlhxgkIlFezOoj5VEG7gefZmmfBnXLR3DmATAhA3lrza5+XNobDUlBbg7stjVnxCQW+nwIyYjtPjlwYTg7l3em4R6whZtP53BSKeP9A0dKKZRz3R8SUCgqQ1+Ns8bq2JQRMV/U4W85Id3aYDgnx7eLpb9D5fG9VAkrkugmYJizPnmP/gV3ZQarbB8udGfsP7uq1t0t1Hlyaf0AbA2dOmuAvSleZP3maimJgDnpTaMFKAjNturc9z1Nx6FOm7ymJNoY2B729ej0LzulMqLKQHglmTwk2pXq0xeCR93y4NvI2f7ZyDTnjrQsun9cfkyo6TIpaaN3YSjcln8dD+Qpvx3h1sWdev3iIgfK/lkdahTjPA1OobI7FgvxdfuMLxcP+hVc6Xv240K2Qf8zo4qXXgCX119A+/3IJtNDgs7xa7k3w0iRWYRXrxOSrOVnjHe09pozGHOwZk1q7I2vJFmcWRsNM11u4I0aosdeVmEGNLq9hAe99cjq1lKo138LDJnrP25owSxQJOFSI2mBZU2CmAsmHYzlulxcghAzQda1pNwE7IF4dSwz4lBCmM6TKwCLfeLcUa7ndhlf363Ms9xDEe/t1/rAyg6IThWrBh5yRp8r0rii2vN2kF8vWwrRPWM5LFL88ByxnxakvxLK9YO3CbCdCeuHFe/DIdU9+ikh3zlroW1wDYcqbcVit+a1/RTfuLHM8AczQtfyW75yV+i2rotGlO3UenakTZCfmvn3n+c7WucLUmr87v8mBz9aSKTaKEnp11rUx8kmw37rQ2pSXB5Vrm1TYq4KmWwRsoKj1bpa+ohNa7ghx5DsdrA/mqR2Zu3jhFeQ7Z/jSr/7pbZseA7rdk3/M6PJrn+0F/Ec/ue6l1Ql4+ebnyjOb6BMJ8CiLu75n96F3mvBIsBmxVs/7d8oIOT+1BDQPzps1aX1/VIa11xPO/K63T8hKB6dvTHYAt+oxIFvsxyq8vON3zvtB+8QUCP6r9QqmSNSb2wCsoWF51VY43MLM5rkypcZM0SLOWRAa2/dvAvKYiiCx5h9T8YavdS0OhoQ8hHIHfDpbo+LFfSrQfsqdh3w81Atm6Ha5TqFoTHr1Tu76bY7t7P6GWLjr7zE6t9RhO6/099H/8wScn6158Bzz1o+3faC/6TaS1zYT2KpM8Drm+dNtueU+Dc87Lld5gq5BJXtfx4vnt+6Je3l7fc/9olC69g1/V97CBgW3g1EfrY9uNaS8VRy1b2s54X7ZBvvE7/hjTof9aOnWkn9MqZ2X/+pn2rNP/K4/gXC1L5A9W8B6Zp2tBBMa1wd/sgP9u0C/iDxrfaQU8F6fCXFmHvw+l+ktZF34qmWr8Nc2GOIRpX84foAyaRa0nuCmuhTBV/bHXQEvfZg5ClsIqyNlDZvbrPjrY0sT8vpOjhHxqnqnm3BOoQSxuT4WIV0j8JVrYOd13ztGIEccnz0HUCzrqTrHuZApUO56r1fslvvbI8JuFfh5N2F5aq6e/hHIKG3IQLx/xHmF5UNVPsKh3q5X21mYYwSWYiGFw7F3urO0hwXT/lgj4+Xemg1h4x/QzQkrwxSjpe798jzRMLSe4E25MHFDhrgeuodvwkJD0Z6a/878ct9lQa/pNnMf63y3dnqKt60RXecdQhXWdnI6L1Ih10mRwPYM2++e0q/fVYExtGATB2M7fq1/dPtBeZCRKgPW/q5OYYN+hDt3tn3yI6ZbS/4xJb3O8OKFV/ClX/uFcjxjmtZ76I3ZqCObCsTRfpzRyLrl/3nx8Z/95uXvWQMVnm71Z9L0XKZp7GyVsUXF1FCH2J8UCDe847Uf2Fotyuw65rZ1amrCiFEBE/D8nmMB5lid7/YFpg+H4skblgXxao9wdVgF/1T39mN5r1j2aI5wJkSXZ86R7p6tgsCOCjE6UduQQwBqvHy+9CbHgOsf2+F7Hz7D/rkZaReRpoB0NiFcL4jf2yNcrfVtgsP6Qb23WWGb1jaH+/uiFC1L2WOvf+FA1/t60Dt/6taUN/4KEXNaU/xYkDJEb3PK5inP75Hw8hRZz4oeWcPcPiMPxVLlfElbgelZypoeEAjeUVBGijFbyqxUjMbPfrP5OfIl8AwOb6x53Y/qyNQ52mW/LHl28eKra4Ccx4huLfknhOzM/OWbn0N++7u9Y55Rd9524D3bMTKsC4w/jRTiU6jQtgg8WM2EvufFawvbg+89TV8tGf2dy+M2powuXrWl8yiELXOT9uezXYXQCcrmu9ZjWO9qlzpnZo5OOc0DHSjQcBXKG6uqHT+KyGdztcbLHe0BM/KUgQntbH2OU/Fmz8UjHzkjHlKBwLmuXKcjSlutnPPC8OK9fbuwBqjn/AMQj8W5bve9Yo2ns6ltHwS7grfmH3gP3Y7G1TZaX3LMe/a4Nvg91Pvo3THkPjbL28bdFAwPjmfhyNZZU0rCinTo0VOzdtly5XlradVqZYse6H1NPAHKCB2Xz7/re916lGfcX2qpMxrCdVYB2uol1K1B4jlsUWt9m9KBXmEypY/REVZAuL5crqVLWH1BPG9/Jq1DSwdR5sNmLuSz3WO5L38r5J8gunzzc7h4/mWEp57qoThlOmpha8AbjaSl7xpU7Qk9e99uZlOoTJkAL0pvcXkMx0jfUQvFY9a28HSxq2XUMWhsGbJnIQDb28+69g2AsWCR3NBDyJXpBA7KnnOD71s97QY6thysPcd+r7tYzWsbwv0DLAhLgc2LwI9AizjHbePz6EVRyCg32oSiSByAcB/Id89xfOYMYQF27yTsvndEvC5CPl6XLYEm4C1qYPNODivjJhSjHY2zdsXcj4P1WSfY1jzcewMYAVKhwttbavVxmW09ZYJuTVGFr5wC/TxSmFjH0Xt/0wY/SUOsclUyOP8RaqA0EnYbRIvyY8SCj7iGsB65tXdCwOZ4rLeWMvdrXhUrrQsrCZ5SpXmyQcJt9NY68wFeczYPdK/fFNjjUqz42u7HJSjOLVz/pFG1sPJuXicdC3WFDxcRIJbG80Ru74rwV0GrApLT6lEV3e/jujDcbn+KJLT6klWg+TDpHrPVYeTA4ykjHpmlOfpdGZCnJAH9Pen6nqWtR+3WvWv0wqb+tbCuNp6UV/Gkr3Hjq/NdWAiGl+NrJlzt/HlTAKrzXxdetyoTdnvddOVAmWTB8/n3Trnk+VLbkKP0m46X9jGwRii08RmNEdBblN5zVQpH8yLKGKt/h1d/FSisHJxCmPiTyzjVPyNSy5/zGtXX/rx9bVuTzCe4T2yNPUjdvO0bC/6l75vSe9O2y6gPVMBPwg85f+WBlocprRZEyzzwp7g6Sz8GdCvknzC6/MqngSkWhsYCNQrD8c4HnyJlTvw/f++sydjfsz5isKwB83f+37RmrWdzbhLmZM95UTLkyoqD51SjnvRe3VVIC4POU2zOYhyoZciQgRJVD1WYGhNp1osdZaoRDg/V4SyEsi8fA7CbC5RudZ4n5Ds75PO57cUXaBHrfffGv5biwNec35YtA25C1oR0ymtUvnmqpzqK1Ti/fY2z7+wxv3Ns2wPFkz6t2xa1n1iw5xDaLX7dfDKLaEnrZT812mDguWEKTc27s96T5KdMvAnVwd4yCzMjRahGe9T2nZ3dON8OFaDnI1TL6jIiXlNMqkAyX7BnWjdvTbKlbm3nsrnN3hl53uvXfX+rD9fPnrEPTXMydZQhVjJ4331UV7XIre7a7/w7Kwz2jFEBUwZsq7QK/suvfqbdL/+jvmf+Vsg/gXT5xuvVEYngsBh76Iy17dHCPiWUR8QL2mKP83YBh9YEViFidbTz4VZP+2NFRJUK9aBWy0ARBFv4avmzYLXvVp5niYz6w9KTsOnSesoBpbMwrW1vfzevFkv9vb23pHZxTYsbb0pAziusD6yCEyiWdg1uE5ZyoUzeTUhPzQ0FCMvSlJ1N2Fi2ijslICLvZqTzXRGw3FcpIdgZfhMQJuDJiz10MQZS83MoSENu/gt2HG9zfzyjGYyMjBRV/R4DNp7hOgctnZJZbaxQMnnCjOts75hyzALN0pqgY0t/1C6b46zU32Tds4XN6VnosoBXZEoVMz5nr3vwWma3zy1jVkPDrgpV8tew8grPqvfK13ZafrqHb5+jrRRGoozMTyQE4HqPi4/8PPKds+JHVWF7c8hrEUzfJXp8MIVbeiC6eOk14Ljg8htfKN9feKUx/3VxyaJkK0QF2ugGNs+qyNlxSHEY6wbGNI17GUPnKnDV6UXJQyk2i9HRxkdpRsqOKhO1vGbxcppAwsNDT2raXO8gyFWY57k4wQXKywR9u3UtCMpRhUBzsAt0NA0oApyiCwYAeVf23NNuQnznulPOuvjwqqRYuUtqh5NynLDc3QEB7Xx8Qw8UJTEFD+bVnVpfbeLS13dyrMoQW1o0Fp1vxEg5U+qsc9rD1nFs/Ub51+OE3ZryfFCsHiagdf7ovPXmvadw8nrUec3r2tuis+eKYtTjiy2d3XRpJ3Usf4Xpu3qENS3HrxhRCOvevPZ7G5vBWjXicL/8zN4xPuWR+l8saU3Lik3Cdmw8vsifh0PZckoJIUZ86dd+YQ1kRnVtJ6PeJboV8k8Y2QRp9xgTQ71883Pr8Q3bL2rMJPX7trawzHlOJ/DACt0sEmV0jVE551e9fPl3tYJ4IXsMgX/jRW1p2RmIy2HyFAA9/mTlspBhr9rq8JWRto55rBRYnTvr16ym4p0b9ofeG90EnSlyAFqs+4gmrEJKwCETbEmoTq1H2B8xDVAKvt6Vb+Fr3u+1X1ognRhxeHbG1YcmfODNK+BerYOFnuXjgdWzORyBogmY46GUU/9vfWZWs4W13R9WRcn8FHJe49jrWI0sSh4Di1ymfcKWXIckOQJJBb6HouW8XSucl72Tahm8/aZrwLNs7fck+XUoAlarn8fV0ut6tLgC/K4q5swDuM9Hn1xnD3EIYTtunrJuiogieKosMWLhkfaTbgtwmzltN5aVt9ZgSaEGdrp44ZWC0h2O6xXi9VSUHpF+lHQr5J8gunj+5fU6Q4tlX4/VXXz0k+u1tLxPnrDVRFXIAFsLwUi199F+4+Z9sXjsXWMKetRMF6gtYM/qH/2vVgwzDO/T3mFm5ZEJDVOS6ChNd7+5Wm5UvxbW1oiOwoXrck1l3k1I53cQv3eNcL3v85inIsSrsMi7qdxKF1Hi1Vt7loR8tkPeTSVWvNVpKV71YSmx6lkYmpBVf4K8I+tonpCe2pV0uwmHZ3eIh4zpOuPwzIz52/fLPrxs14Scy219ISAc9+s88Cz+UmpVNtbQtvmsOpmmqRwbPBTlNlwf+jHSue0hTqYceYgOz8mWdjAndK14ljznZWk0eAsTz321nL12nloTqiCYT4W1fVRfbsskiiKTXdHLiB3NwZKPvGN9z/XifueQv7zlyMFtVHH30AxOq3VjVEZ5nyfgrX+YrE4N+SIFLQZgmtb8ar9fvPTaJprpu0W3Qv5Joimulrydk7fgC7YovMUKjC11/l0jRSl5DIat7Q4ODdvyPWunS1/T8YU0I3gwSvnMGDhPJmZCXp2tHG4rP/eYqzXPLOGRMkX9W/adA0HGqIpDLFZug7ep7MZM4/o3+eMYlqVGv6N+XRbY1W6B5kEXMY4udzE0IIeAEPN65W0MyHNA2gXM9xbM1wHhWBkcBwHiflgyEHO7Ma+1l/vG69eGgtS9f0Mdwoo6DCHfZpkJmmTUxZTIpd95fbR6OsqnRzdBzJz3Kct2NB+9/0+hbGold23TeYm+Tqq4aLt5q6ohRkufH9dv1D5F7zxE0BRHji54ylDhZ5Y/8wi17Nv6g68Uapv09xEiotsRp9CER0y3jndPEF2+8XofTSmG7f5ODMUJZGOpkJNPDKtjT869k49a8ZyWYbDj0kHBXflAnw9HjYrOgrD/9RnDsLZQGBbstgdCv/i5HhqtitvFabUt9j3GnmkBxbPePM2n/phPC3wjSlfnRKblpAKn21653W+fz3drf9t7xxImNlwdEa+OqwIVq9BeEsL9/Ro0xvqHA9NoXYEVocjliGZ6aof0zBmWZ8+Rz+bqLJgQ9gm77x4RUsb5tw44/837Fap3GGNVOsL10hwGw+HYbWtk3h5hFKBaQnFf2pHnWJwQ94cmVPI8tRMLG6Vqo0TSvFHr1PqQoW/79Cw9jcLGpEyf+5gd5Lhu6oDnzRGnj9r7bM2O6rMkf2sCGCMS9p6WWZGY7sgjr0PO29pnbeQTM1Z363+v7lpHFpqn+oPLZlJlj/PnGBuWv3c3AufTKeq5V3btM4YfWSS8WyH/hJB5ZBpM3/Z4PvxzJUEI5ZnBcpNYgkDP5NSSYEapWjLvfTlHnjrl4QRkvUEaOJ0HCfLCZyYxQiJGsCMrKJaXlpmEcbTyydrmdphgt31oVIHDCpHlwf9rXjPlYwx4nlYLiYU757M/FCFupyzqMbfuCBzDzkpNYJGyYul3M9IzZ0jnczsemHYT4v0S8Ga6t8fuO1eYv7vH/PZVuT42S1/z/80hb1UsOHBNO6M/mgOHI8L1oZwW2B+aJ34XgcxRxNw6MWPmrSdP2fQEpvWdHl9lK1WFNa8Jb20pxVD2clU4KWm4Zj2+OXqHy7F3ub5K1n+OxRrYL8jb3mjCluaX+ZTYO7w1p8gC/2/rgOeJrjev3paHx390zMKgP/lUESt9PBdCVf5s7VLbL994fbxN84jpFq5/QqjB9B/+OWAuN9B1988//3JRBOgKxI3QU2uWLfHDccvo7DeDNhlS53QDC65jugyvcx34HWXSwOpAaNHkvC0I75lXDu/3Af1CHUGx5lQjzM8uVFFnNYO8y2+SDzEZuy+9O35YmYoFrilWcB/6dXM9LLXbzpLnSGVy+1tdaCynGjTHjtOFAsun86lcfnNYG9HO3Scg5CpkE+q7bOXauKRavJ2Ln7uQtHk3rTCvKRsmwKldrQ2GADhj0VCKGLbtVnQHWI/C8WkIbx7o3LH/NU0rW8ryHOGYan+2ddbyoHopkuDCxn22ndDSY6M87zn9SAht5pv0K9fD6ydDF60dbcxJ6PI64HEaGQ43bY8A2yh3k/S914+Wt4O0bb7rdoCtT6AqI3VMD8d2lM58qN5NuhXyTxhdfvOL7f92NMMg1nkqxzZeeGV7Vt6YOtALbNAzdgqy9xQuN7JnenTFY2bGyDhfYLsnx/kCveMdw4y8mPiZvc+kFnUH+YGY28AC4vpwn6SEkEMfipUtlWUpv5nFObKwrC3zhOXZ8xZZLiwLgIjsQKRdnawuifre2tKNf+zGK08TQkjdsbjmEb+bcLwzAXcmxENGXBLi/WNz3Fv7EuteOTtUtflS61y3HcL+CCykBPA4moJzfra28bgqHmgKTFWe6rumLAVWRnVOGLEAbgqLowDo+HiCSNNw/iYAuF+AdQ1wWQuP46C+PFf5dkmes1Ymr0lFL9pWF9XDxkthfHuf+YSN2agftC6qTIy28phUyfK2D7VvPCVW6+cpMeyX4b3v1ZmP7zHPiwFtsHMuRhYrkHWO2AkoNtAeNd3C9U8oXbz02jq5djMuv/GFIuBfes2B3AkKZmgN6CHsTIzCs7Ltu1r8PNlHablOWj+jETxqeTamFR8s/SniunMdmVF7zJyh87zusVsgly5/rR8LQK5/DO1WNwBrJDqySPlSnPYeBdDJJLg2Skcto7UL6M/RS/3yFLHciTjenbDcqc56h9SH0c15tey1fQZtUjvbdbPa34riRNSTAzQPVamp/2cWUh4KZeTB4l6AJYXZdQ0w8Z6vWpps4fH2mKd0qOWqCoOm5y0GRbAY9rZni6x3FvxkILQ8uT5evbS/tT+0vlzWKWF/ilRxGQn+U6SC+5RfRYckCPSu6RVlYUMn5e4UTYt85ylUj5BuLfknlNThrrPqbQEejyXWfedIIsxpBFE6TLURT2Q+/gL0+fAxPn13xEDYWtGFyUxRhYW9z8QMjY9H8VEdK2MUXOMm5qaCqu4Tb87Lc158QU3NM+SM+a2rrTJWyzPEoB3Zi+XMeghhPVpHAjEk0BZCqOiC+CAYMmBC82wH2J3wh9KG+Z1j2Xe/Omz7jgRLO+YGlFvv7FKaWlZ452q13Kd6ioC3TahueY5FoeAYDiOFIqf1ylkbR3bq4i0aZcje/OL81Ur04F0dZ8+C99KxYswCgoW0om+mQHlzy37L0m4ue9N2y0faohY/4IQFljLs2YOccNFnXhAdXlPcZm98rZwQtsob18ObC9xe7Vve+unqPWgTt53j2pNidvH8y7j8xhfakbp3g24t+fcIlXvmiyZ++ebnyqSbZ2BfzxKb0NTF6sFVYq26ghtY9zU1BCczXM6P8z/lneyR1Z3LZ+3e89C2Pz0F0M5pC4PQ/5fecu3yYGrCbHUE66K4MdOj9xvEflyKQ9n96+J5fjhuL8NxFJo8TWMFh/Ov8eqbn4bB4AInhmVpHv5PffN7OP979zB9b7+GoAVWhmjOfvX/cFhKxDSgWOOThG1tx/6KcpLt//O5nCCo9QjHhHC90JW26JASPp3Q9vfpVECroxHvTY8sPs8fQwV8lDl2ynpklIjL1vWk+dsaioO6KtLkkae4M3TuoTv8nfuL0xiKwGl0jrPifUoJsnsYuF1c9xoR0lUWFEHhdgO9oqP1U+OAjYbOIEhrOOZRWxihMeXA8mAkS985FXvgEdGtJf8eouacZ1b9FIG46zXMtp9EXqBsXatga4wJPbRfj2o18gQSf1fFodOkKQ+e+zEUL3Zj5nYpjy1Cgrs3jFPLUmHIFo/H4C1f/m6L1hgV/1bztQh17JDXOeApMpLJuU4UiC7aXe6vgUVKiPeuwfv9LfIeKz9VqAcUCDykuI1wyMws53aXfHf3ey3TVVis7SkhHwFEIN0tAXni9RHh6gi7TjfHCCSst+E1mL5arUsq6ITdfFfrkGPYOuS1d+OqsLAw5T5vzoi5bzv7obA15sH+DGtPEzCh3SHQK8+iwJpSxFsPnN4Cy0SswnRzvNNRROx3tiT5mZXt+cPY8259OIqAzl0mO2GyLOsYcjpbL1pvi7inQniOWyi7y5OEKq9f7yivKnqecm48SYW49T1vkXkojvU5nzgyNEHnYRufcpTOrg1/N66jvbXk32PUJo5a04Bo8eSlzdqsaaEM/zEp81LYn0n3z9Siv4lSLgzEFp1qzGyRq6Vt9Z+nvkxjsAw7R4cpeX9AnzaWs+zd8S0rRo6JdeVzFy2p89JfGQ8JwTZGZF0AwLKsR5io/d2RNMuLQ+LSXv7altoPu3qbXUI5k35YVqFjTH2e+mN+tZ65fs/nO+w/dI7Dszscnz0rAv+s2BPFQa6mDaEGO8nI04R8PiPdPUd6qigZIBiewwhvFDl7zp/eJSI2fjbfTVljr3a1YNmSZWtwWVYvcS3DEzp63M3+zGL1LHwWYJafWuK85+7B81wPrqcqgrpWR9TyNovU6QM2AGKQP7GOPaWRY3AoOshInncEUtNYOk/Z8PwarE62JrLMCV7PpnAwEgBgvcGRxo5h/CXh4iM//67dN38r5N9rlHP1rl/WfaFJBLrRaGEmmcS6l2nvMrzI77FWz4yJb20zpuYFJeE/q5vHdIEts7I8uE2eVeaRl07hQWEKgbV4LpvzYySDFYFIV9Q24SN9xAJfmXVNG9IKZ7cb3Gq/spIRjqk6+IlSMk9VyO6Q7sw1HK4ID5tHu7ml5Wtni4d/AqaAdDZhfueI3XcPiNc1aE2oEfNCaA58mft7jhXiL4I/XB3QnRrgPmGy/tGxt+A8Nge8uQasQspI5xfPb29fn4n7ysZJ4WGF/Y9VWWDh4SFT9j8rCyqgOH9WWlRxAdatFqDPU/vXQ7OA0r8WdEv7uUunyrJA/jw2njJiZDyA8+V+5z7Stnrt4U/rMzYeaHtp875a9bpVwPPV5qwe6a3r690IkHML17+H6OLFVwvjBYBE1upSnZgOx1WTVivdoDuF9hgmY2JGpL8Zc1PI3CNe2B4T17x1v5HL8d4fldmYqsOwPYtIy7V8NpaiwPj6P1AW+ETWdK13Z9HX5y0E7uDst3eDG9Bf19pvUdR08wQc+1c7octCI9X3qqBuaXcTnZ3PRUCHAqvHw9KVy1fl9v0FWEjckAAsaHNxg25of1qezhbIhmJYTy14feYJN0+Qq/Oi/q8wMc9/O6etMG7bTgjrcU7eOrA62/rkPXZug5Wvphu3t40nbQcYxMz5AGu9bYy4D4x/dE6sGK+/U5C3PvPqzkiDZ5raWua1reiOlWFp7TujfdzvXIclweJKbO4+YKXNlEC+IMx8EJZMisNc+PUkqNojoFsh/x6idmkNXWSDTJOYY5Pb/na3v+QwDYbkebLbb6esZP1N0yu64FnB7Xn93s6f5j6PU1YAP9d9wFHdRmTMrUGcadOGsDjMyoOYNQpYCMgxN0HIQq4Fugl53GYV/CEUBcHS1DmQzqYiiO8VBTAT7B4OS7G0TTEMAUhLC7CUp6lZ+cvdHfIzZwhLLuF154gc1jyaxT4VJ8G8i4g5I5cQAOWynFTq187fHwrM2RCSqjQMx9jGgrcOFNIGthY1O0YFUmIbmiXvqlA9JZyiM74KBbMSxeOpAZI4P0UEgNUCVaXMyuSIcKosaV8qsfBvikrsrVcWiDy3VelSBMRDI5S89KN0qqxvlO+B0mb1y9IeRXis/owqcr1a220cZD6agsDzeH8ApgLdm49UfuYuvvS3/sNxW38AuoXr3yPULqxB9bS3I1Mh9LHsT+0j2kRmOE0XtBEvXGZknkWlsLX+rp9G6pxje6Eb2DpsPe+VOtTiBiHM0K6nqOg7ADoPb4aQ+U/fURSD97p3M/Jubg5nFsse81QUnRDQxc1XiFBh3hCQz7AdxNIAACAASURBVIszXPNa5+bnjHh9KHvwVhenjiGlapEAx2d25e/pGcfnznF8elfq2QRo6YNQj9TF/VIt9FUBCKaYhLKNkM/nun0Qm1+DfW7a1Y2pA8Xn7I+1MmkvAJRnKevWDdCvCZ6v7BOg6I9B1LxFo4qJ5yeidWcLUrcXdPuH28ZOfbrdFKV/TykY9rwpS6FPr9sXln+mumqZXDbD4GqN87YEv9OUvhuUF+VrWtck/c514PHU7SDmn8oXU155cc7leHNda5ff/CIuv/EFhKvrcb1/QLq15N8j1GLZf+Tn19C2ddFdvvmFde9nt6twMcH27M1rdErDZo2dF7fyWe9Mb4cQ0B7WyJJWi0GhNGWiXD9bXPO01o2tHH5XUQWrO1tI2i9mAVYo+0araIRkGBqQKlM2a85i4puHvTFtI7slzhQ3U4K4LjX/PAUcnzkrZ+Cv68U2tS0carbkI9EFTTDU/sy7CelsRjhmTPsjwpKbD0AT5AeqR6pH7EJa52VrQ0CoZ/7zHBuaFIDe03o3I1dHvBaUx+pH7exoEmuqE1Q4PcdHVnsnfHFizibnmVMXE/q8LWLpbW12baS5uDklEXqhC6yIHbDOMxOCvB3A9eS1wOiAlpXgr/tRu63OrGSYII11bnMoWi7X8iIFKO/mFfFhtGcUS4DJs+ytblZmq2dcfRh0/doYKU/ieBe2Zg+Hduc8jlbfsj1jJ6IeRcjbh2LJhxD+dAjhfw8hfCOEcD+E8FshhL8RQvh3Qgg/Pnjn94cQ/pea9l4I4VdCCC+HEIabFCGEfyqE8JdDCG+FEL4XQvi/Qgj/4sNow5NOLZrSbi6wfYzFog+hXW4DYCvc7Bk7zehv7JgysrpZi+dnvPfPFi37BrAzkkKUnuXvkZbtWc6jPEwROAXBqjXF0J1CyZ5FLQhAlvYF63+7cKam47PhLUZ7HcPl6TPk8+o0Zxa941SHGAuEbnvSOff7762Nyf9jx7BUre8YEPcLpusF89tXmN7ZY3pnX2+JI2ulXpzTXbTT5Z2aEhCOCcszZ1ievVMc+2ZCKbifqB83lrCNk8Zh8Cxxz4JlC5GPubFTqglgHldPEWABZmljWOcaW4lcL82P5xELRo9YwHvrjvuPy2X0QNe5ZzmrEsSKh/fc3mEBzGPC46HvMVHbuxMX9g4fieQ+0PH2yrE+NsSMFSWtr31nI4fHT9d/DEXAm+XPhtiSKvp6wkj4IehhwfWvAHgawP8K4AsA/nsUt54/BeBXQggf4cQhhH8WwF8B8AcA/AUA/zGAMwCfA/BLXgEhhJ8F8BcB/F4A/x2A/xLATwH4r0MIn3lI7XhiyY5jXH7ts+0ShHbPvE1SPvfJcKzBs8yMRkKSr13kRanQKENnHkzvLWS1dnkf9ZSl7DFazlOtdS4L6PctNU9lmGp98G9eW+x/ztdRBHIMqyVK+ZkHfjtLb+NpfRgCSpQ6scB0q2BJmO7tEa+OvSVsDErrakLVxqB6q4cqpOPelAYS2DxvLJQy76/Xz7D0e+4ACly/m5DOqmPfFHqFZXRxDfcpC8jR1o2hIgojK+n1oqwEAD0zN1L41yNdC9wWVrJZsRgppt7a4nJZwVblOZLFqtA0982oj3itjdrrOZV560aV5kTjqUoNt9XWgYbqZhrV/yZFyeql73M9rB0aDIz37XV+2PpsqEGx6C8++km/Lg+BHhZc/4Gc85U+DCH8+wD+TQD/BoA/Xp99AEVALwD+8ZzzX6/P/20AfwnAHwoh/OGc8y9RPv8AgM8A+C0Avy/n/Ov1+b8L4P8G8FoI4X/MOf+1h9SeJ44unn8ZONvh8iufRt7vy0OGkVJeYWCDnxiyY0ajGrbBiMw0OEysXThiZBAVMw3zvGU4USGzLHkCvdCy70bMEDzITIkhwBgADk/JATo871qF+43Yl2HEwLXuKSHkvF5La785KInecheO5eIbLCUyHKbQBY1pkCzfcZ9zseb3x/J8jgByb/VQezk4D/sEIOd6HzzKPvscVydDmyPLKuz5pEBIGViO/hgtCfnOGXIA5ncO5e55URxCyn1gIVZGbF7xnI1hK5B5TBSSlT5oR/A8UtjWiOejKpy8Brp1Qf+PFGtuq7W/U2JOKCvUx1399Xcmr92j7QvNo0McbB1JfjY+zAvaO3nti5Ym9evE8iDFsf3mHZPkuunYKf9JWOurAbf6zNZ31KeD28j14u0XG7/d3NCsyzdefyS31D0US94T8JX+h/r5D9KzPwTgtwP4JRPwlMefrF//VcnnXwZwDuAXTcDXd74N4D+oX//YD1T59whdfv3zuPzKpwEAYbcrV9LaZGIrvRPUaV1MajUoLMlaPwsGDw4fMUDO3/K0Z7wg7I8ZGQfosXeYmXuM1dKpFc7t8zT6m+qvCpG9o9azMiax3tv59hY4pLSNz4Y34Z7kSFlKiFd7hKvjGjykCnPs5hIu9qmzEoSmoja5Cvg8hfI5xxWWpC0Zi9i3KdOUiAqzhyNZ6NI/nXJCTJi/N2t+NyMcluIrcP+wevgTHN8FFmK0QBEkD1JlGp3H5jw8yzQ5Yw74iBSvGbZK7Rm/4wXJsX400vmkyjGXo8oNr23uE22fp5R4WxCqmHgKwUjhZWL4nM/122/2qQq3p0SzsmxOqaOy1VmPSfte+43HnuvGCom2x9JxmXXL4vKN14sifecMSLkEyHkEe/KP2vHun66fv0LP/on6+SUn/V8BcA/A7w8hnOecrx/gnUtJ876lixdeQb66xpf+3n+yPnv+5e1ROWVyi6MpG3NoAihUIZTgOtowVKyUiEl5MKul2TC4QJZ1LOeMmcnnXNKwwwy3gctiIeTB51aHm56P4D9VXvSoHb3Xwt4q5CqCfVNEXBWDXNsb0rGz1jFFpLtnSPUMexOWOSM9tWuCOYdqFTfIE1U4kXAG+nP79QhmWBJyEKWQoPgeibA+SVWxoQalBOSaJ1CwvRpnPye6eQ/Y5OvOJ65Pq3feCib+tLQ3CS+ba967/I4KVXaa5Hmrll6WOnQCnfIKAS2gDK8rzofzVqVkVH9uJyspCpc34Rz6ed6hDRnNGs7JXzOMSkRs28J9eQqhYxRPeZuH5HjKjZatv/F7zA8XJ19WcG5AQy9efLWsYZnbFx/7FPDctst+UHqoQj6E8EkAz6BU8fcB+MdQBPx/RMl+d/38NX0/53wMIbwB4B8C8BKAv/UA7/ydEMI7AH46hHA353zvhjr+8uCn33PqvSeBWAu8eOm15lnbzs+PoivZOXq1ZphSBjgmt6cpe888GFphM/Zo9awrbzvB0hqjCaFGS6O93lN5eTA5M6pTcKy2hfNnZIH7hfLe3FBXhWOuViumCV0Y2lQ91hdqV2Po23EKhwWxCv10NgHnM5Y7E+IxYVryesvbAdttC6tvc2bLreyMVegHUgDzFFdGpVCwjj17eFOdMU+1/SjttHC93H9tGyj14zs542zkCWwWggAhRrIGVOiqNe7lr3mrctJQKlMGRPlQ0vx0nXbBaFIvmEd5dvOLyuH6qdLRvU8Oe02pkHy4vYpCAL2h4JVhz0cKCgv/Tilx8jDFxVu7qlTp/yNKlCfnrXzSyuNTTHWeAyg3haIgsRcvvNJup3vu/HfeXIcHpIdtyX8SANfuSwD+pZzzb9Az01HeGuRhzz/4fb7zdE13Usi/18kmCV9jePHiq1uLmSfycamQPud0gnEaqTAcCUlXQ6Z0I21dNWGvfKDkNToS5e37M+NhjZyVA03H/WD117yZuXpxq9tROUFOLPjNkgrL75STtBWUIiRtv9qEfvFwBxAjQj0XbzcML3fKTXTT9QJEIO3OmjNdg9+pDmVPngT7CAo1Ac8KgrZTx8DymmIL2pOnCeH6ej0KmHPvRc2fWcYtRsCCBdl4qZXuCT9CQTpLWC1iz7IDZNxp3ug7wFYI8e9skY4QAq271ueB8hPlqTvCJwr1TWQKi6JmXd859TVShdvrd86Xy+U8OT0bAMDWiOhQEhojVUZGCp/WxRtn5R+mDACrATVPwJ1z4Op6vVSs0sd+70/jy1/++3gY9LC86wEAOeefyDkHAD8B4J9Dscb/RgjhZ76PbKylDzDDvv93cs4f9/4A/D/fR3mPLW3umX/hlRJZaUn1aF1YL7BJad3DMlJlwLPcebGMLGIVTPw+M+2R5WeLZuRIowzfGJUKIH1fj+qp0pNlsXte2iFsz+KOrB4vT7XEVemy37TP+ZOz9yy9JVUnuXJ97HT/UCz5qyOmqyO1o0bF4zJHgnxQ/uZYm6ZRoexYSsVTH8XhbmSBan6n6meM19trvimfm+B4pRHzZ2vf/kzxSHk711WZ5DqeEri6D2/P2MLl+njzKoR+rmtbuQ1eu5V0nXn15bl205hbecwTeI149TXSttnvplTwp/2mfcYKg25heMR5Wj35HVv7h2O5EpxOO1lgsw/sfsf3IzeH9FCFvFHO+e/lnP8CgH8SwI8D+G/oZ7PGR7sOH5B03887b3+fVX3P0+WbnyvnM20xLKlA+SFQPPvQB5tRy2Gk2aug9ZQF1dIflBaxYO1dT+gyHDaqh6XTfPlTFRdgq+TwwuV8O7hemCuna/Wo+812EUbY3kHfOeV18LY4Poa1zM3Nc/vqyHZYmlPb8vQOVz95F3k34fjMGZandi0mfd8m8cimfupOBpxSVqy+I8EfAh21o5C69fegSprUoyODqzs42+IHBHTH4kzI2jOvjl3eZK2x8NY0VsdRHvyehoht9aQ/9Yr3BIsKD688FUwsdFjAKfqhQt2b05oX18PWrglHFprKI06V5SlrGgmPn7OSZ8qEKjHG63LettXy0jqMjA4PfeC+5TaqEUG8ywwxt80/ID1Sx7uc85shhL8J4B8JIfy2nPNvAvhVlP363wWg2x8PIcwAXkQ5Y/81+ulXAfy2+s5fk3d+EgWq//9u2o9/v1J3z3yFJPP5DuGd+yW0okFJvK/a8F1hqAxv23cjZiC8+AwGbQ5y6Beex7g8qJwnP5dleagFrOgCf6plrcS/s4CPsUTaOhyBVI/dKXTPx6+43tomhxiybw56CnvneqRsR/CfKB18+1wGEJbiSZ/ungEJOHvrUJq0XxAPaQ2Uw+1vlQo90865P8o2uiVPhV0TOlgFrOVnRwONIwVyvOO2e+Frmfj0CNef6t7VJy1ji1eh+hDQohvy/r2OL+fF5FmAHgI0fFe+K+mR2RHk7EH73DfeOtM8WHG4qe4A2nbaKE+3vY7CAvQII7/fKZmpHzfvSKSOL1BPm4hixWU+iAC2uutcVAOl3gdhSvLlN0pk0ss3Xsdz578Tb+///pfHhTw4PRJLXuin6qe5yv6l+vkJJ+0fAHAXwF8lz/qb3rmQNLc0oMuvfx753hWQMsL96wITeRYAX3cK+JatkTlgeRAjCwaF/xtc7ZSvzJjL9o433eT05VkMhiwwSsD19ZCHlEtQlvvX67l6FeZWR7ZeuE4K2QONqbSrYskybhazY7V3927T72r9snUfrg8lQt1bV4j3D5jfukK4PpQwmxo+VxUi3dbgT33W+rDmqYLBlJUlbZ35UlqFvqIFo3miY2fEdx1wO2weKKMfxUln4cnhdhtDn3oEx4OOvXnL89+Die1/HtMmuLK/7kZl27xkKH9E2kc8z+2Tx1SDaSmR0rmB/bVMS891ZETRKEtdGMHSdJ6lPqojp+X5oPHrrS+UB44UHVXG6/0iFqHUvO0vPvpJfOz3/vTpun4f9EML+RDC7wkh/ITzPNZgOL8DRWh/u/705wH8JoA/HEL4fZT+DoB/r379TyW7/wrANYCfrYFx7J0PoQTbAYD/7Idty3uZLp5/GRcvvroerwu0ODkwA3/3rFllosr4PebPC3xECoEbndKEDepSIcgWvWeNax6dpUYMUBcl14k1emY2Xpn6rmfNa8Q4ej/zeMhfsNCYVaAq5N9tAxwXhPv78mfCL+cSFvepHfJZuRSn9etuBqapCdtWD6+/PfIUL+2zmq5dwGOPap2bQ6HOLf7OiiOwBnziuuk+Lgs/Q4OozzvLTcdTlbcpFmXCwv8q1G3/67xhRVKF6siXxPLzYGNPmeD/262CA2W5U44GaBTXsUPx0nYcPCXXhCMfRbMyWOm3/tE4AvxOkDpxmxU1qChc4296TJDbPUJcstSbFVZPweKtT/vNQSDa+fgQ2ufDpIcB138CwKdDCH8FwFcBfAvFw/4Pojje/V0Af9QS55zfDiH8URRh/5dDCL+EEsnun0E5KvfnAfw5LiDn/EYI4VMA/gyAvx5C+HMA9iiBdX4awGffz9HuHoQs7O3Fi6/WyWWMCMhnO4Tr/QqhAv1FIiaU2MLV/W8VTgqd23ONLT16Ryc6l9mYu7yv7/Gd2VpkzqUPLM8lb/fyeFuBSaE7VXoAn8l7MKD2reTTzsRr3+T1+tlNnsBW2PPvhCa0wDhTQDigwqqqGEVkyHhz3e35SLECtoKd0rBwxzwB+7WfuuOGrAga1G/jV+dyK8vKt3SeFafbEx1qMCiXFcAo6UeWYs5ocQg8i9jKVguS09kWgZIHOdtz216w76cUbTua6G1VWP35uc5ZuhCraze/o/E4bA1qe5qApfXC46Hz3vLjMvU3Qsc2yqEH/fP/3tbBCLbXdZ8S2tYnKg/oLpkKaIO0JFx89JO4/Opn8PGPf3zbjh+QHoaQ/98A/BcA/lEA/zDK0bd3UM60/7cA/kzO+bf4hZzz/xRC+IMA/i0A/zyAOwC+AuDVmn4zUjnnL4YQfh3lmN4fQemZvwngT+ac/+xDaMd7ni6efxnIGZff+EL5/sIrvXUGFEc8hSx5YdjCZGFv++xMnjA3puwJJmXgnIdq5N62rFdfZhjMkHjrQK0XTmN5qTXHjG+KJUwsCxw+imV1VmLoWNCPItjyGpDGcyjkPNKW6fVn8XMLpLMetatMdJrqfe9xbZPVyfrD9g0Px3bUrXMIZIbPY8gR6VQ42LwBKTJAORGQcm/Jh7iiFpzHSHhznyhDV/KE0igv770QtkfQNhawU8dubqNHEzyho+gD168k6Mun/m3UraG8zmtGRtqWA1vanpCjtls9PKHNdfLWPddJ6zxSnKwsPfvOCjrnrQqZluvVV5Ed7qsQkOdpXQOMYtgaamgHXbK0kIBvqEoCIvCJ3/2v40t238hDpuDI0/clhRB++Wd+5md+5pd/eRQr571BFx/+ubIXb4u6xrO//Prn255QR97ZYWD7v3csTuE0j9F6Ql6hr5GmrXXxrO7R757FOfruCXmtiwo6j3mRo1lHXp3Z4gGaEA7HZc3HoPjOa7xHOxgJMKbUrPwKX+Y5lvPp9Yy99lV+6qxcFcs3yTGSwG3yxp77Osb1DDzfHncK8ncUoU0ar+/UIgdutuh5rL1z6Ty+3vhzniwYtDxvbnP9VDEaeXXb+I+uQjUlVbcRtF6nBLBXJgtkVo5vWuda1oOSlcnvKm8yaoZH9vmFojGjsaQ+as62Sh6CoPNJeac9t/erHwpibBeL/f0f+z/w5S9/+cv1ePcPRbf3yb9P6OKFV6r2OyHfu4fw7DOdYL548dUykfmmOv00y9UcTdjK1bCyZnlYuuNCzx0YvdtCsIkPgs4drV4tZqsnowy2iDy0ga1ppaDMQcpnCBMolk106tOhBiesiAcRdvY7C3hmMlMkaLC3kIMxEqB4xodQwN9DRlgiQlxKnHvul1rHTsDX3zk2fdBgQktaLb2NgEtbxngKYuV8Pc/6EaPmdzkymVdWB6/mbXAXjzyB2e3/OoK02woaCHdeO2pVe2VbG3ktNVQgEPQN+Rz0F6cblWf1tLSjEzIeDZW/E8qBrVEPybI1rojBCIpn5XKiT+6Djuc5Chrn5yED2l9tnVK+S+5QC0ZXL9/83EOF698N7/pbegzo8s3PtX35L/3Gf957h5PVt2FYQO9s4llt3XnTREyZF7FsC2wWAu07K2yuQpPT27WhljdDnpYHh+FkUqhSyYP4RoF8bP9tlIcpHdyXCtdrvYDWn80LnQTk9sKW3DsVAeslM+zYZ+OdKG52yv3RSEu3pBJMyRSE49LfLjdyABv1lba1Kn2dJz2wDfCTpW5GHiTN85cFgKfUMQpiDPqUgGeHNG4nP7My2F9gBD1zvY2szhzaVy3SplxP2zawUPT60RPoLBxj2JZnfbpRfrEth+treamn/Og9/p2VgJuCYhnZ/Oc2sNK12XaJ22fafzEgXO239QN6/qSKihofVj/7DKFEJ33zcyV2ySOiW0v+fUAXH/sUsD+Um+qqoO8WtJ2RnkJh6PMEQBgTMy62xDrYLvdCF3CYV9oyipxXS5FDUNo7CkMaMmDEDNyD7RXuHFmOQF8/RSY4Hf/P5ZlVpcqSZxFMTl5WB4ayB/Vt++icjvYA7ZrYTplQK9rGJMYS/nY3ldvtrg+bdO3Oe2aWOa/7k1yGWfJOvTs0ohPu69htggDRZ97N9erahVAh9H3NDJ77V8dRww8zYmB10/vKeXxHc53HzBPQTGrFW9nqna1IRM5rUCXLJ0l/6frz0o5gbSZWwLl8zyhQBT5pnw+Eoj7TPXfv2N+mbwf15zaMzsG3uuXtvGH4v2sP8RtGFXisFJ05i9X3qd4jnzMuv/bZckb+EdxCd2vJv8fp4vmXgev9KtxRjmwAWBfnVPaCsD/01i2wFer8aZazLqqNtiyWk1rI/B5bKcqUjPi8rzIehbDtk9/3ImV5QpzrN3rOgvPUHqZaR2wxBmIo3G7tAxqXDqrn38yy0Hc9K6a+Z4hAoHZ1Ar3mHZTBMwKk/eIpQPxuzbe7blfngwrgavV3ykSSsW/vmiA5YalxOqvXxomK0AiGYk8hP6PvXDd7nwWhIg0q1DylkT/VilSkR+egh6qMSMdR0YCRkqBbU1wXtuRH2xdcdlPCsgha9KiJvt/6iFArb415KEamcWFly9Yvr0OeI7y2WfgfjuWvzuXLr36mfAd6w+Uh0q3jXaX3g+PdxUd+vky2euvc5RuvF0e8qZ4d5QhMbJkZtTCcZM2x1q5WtAoxj+Ezjax3XmSqTd8knPk306R5f1nbqO+xtWL5WFSsRQSAtd/zklYaCQAVzJ5ndwj9XvvgNwDFx2I0JsQ8cwwl+iFQztPze17/dJaq7B2bMNZ0igBMdOWuZ1lrv2RJ6znGAWu/2+2KLCQUwVChoPOLBa0KNnvPEyx2uoDTexa95mOfN53Q8I6w6tnvU2uEKVJ/quDVvlCrXfNg8tp2qv3eu/qb5sNzQYUxv6NOejwXuC6Kqnjl6bzz+lt5BrDy3a99thhfNj9DAK6ucfm3f7El/fjHP37reHdLD04WztacO4Di4HHx0U+uce1T7i+rmWKF7skZC6iTu2qyS6J9XFoclt6zoEYCWAWKCjugX6Bw0p0S3DkDCUBatmk8Ya6wKQtyDbdqddO6Gqn1x9o9MxftC+8WN9ujP2FZBY5x0KwfEZ5ZzqdP06rc6f59DbIT2HlS28/9qPenkyLR/AOABvG3q2pDWJUDYC2T+4Tb2iD5wRFGe9csq/YeCeDW//TM5lcX4SydFkwqWFSAeJC8Z/HaPPGCxXB9VbEMoc+PEbhTjnG2LmLYxtK336xcFm7e/rMp0Vx/r23evOc5qtsi3J8qoHle6HwcKRb8XghojdSgU1oHcyjVOljZtlXQFA1R3Gr6i49+sp1qwhRx+bXP4hO/60/g4sM/h8tvfnEzRD8s3Qr59wF1UH294ai7e/5jnwLScd1ft8lrce2BXjAB/fMsjME8e/XISwzoAsxkWnRH2Ts28jRiz4udyYONvXz0/5EG7jE//c3ax32jzLezMrRfcr9H36wI9Hl1QsKx8lVB0Pcak43d+fscEpBXRtsEb83TPPI3gpIDewwQHMsrLDJetT4hr4y0O8+v7R0pcU0ZEcEzOmKlFEOvEOj2g9WjjU/ux9oT4J4yy8LD0nCcCrNGdf+Xtwm8tqjQBDC83nW0BrxjcIwMsKAeWa2mRCvkzXVo8TNCL0B1n9zWTZQ8eHxaPQZ8oPUN+vnBgt5DqXRMLa3NJ+V51n83IQl2pfdxaUflLr/2WVy89Bq+JLeHPky63ZN/n9Hlm5/bOnek1J5dfu2z1as39wzGNH1PwwW2VirvezEcqJZyK8cRFp7ATTW+ezwxdbVe3kJmUstUmZ1njRnxXrIyU91THe1b2m9WVw8KHtXTE3YeKsHPAYGS03rEThEA+9+LB86fHsxey2ve+EFi8XNbcl4VjNpPndOgN97du9Rn3WmP3M8/rquNrY4vC1VLr8pqO90hc4HrZZTy9jdbTybMTAgpOuSFX+V6W16WVhUt+53LVARCy+V3WOGxPG3Oq5Ji1CzzQT0DfVre3pxQYalKj/U/t8tDV9Qw0f+NsjMOvLZtPtn80jIn4WFcVzagYije9EsqR+YeoYAHboX8+5ounn8ZQBHsFj+5OeUZeZa7ffcsk1MCVRmJUpSFxUKJFlNgT3xd2IEYgCcMtX7KLLgdyhRs0SpEyPmzIsMQvTJDy5/LUOWC+4TbY+UYjazGESqi+XnKWs69c5+nUDRmnrZ9PIq3EEL/J33CRwWzKknads7TY+5sfXrECuyI+HickVrlCi+PlD779J571nJrW/QFsZGHMHmCUhVvXics/Fk467hr/uwEy206xQdU6bd3GPXy2qfkKVVB2sDHVr06jN4F0C5WUoXJ/ngNR6e/bfuT5ycZNJdf/3y7R/5RRLprVX5kOd/SY0+XX//8Kui/8YWiXbLDFAe+AbaCnRcIW2jGNOx5kne89xUCZ9J3+fY1q9do703z1mfMWFmR8RiqwpT2qczVYxyKSBjNU7kUhm8wG8GFWfp/xEg9oe/VzxmHdna+/r/Jh5UarUuzhGJjXl05eQ1Nm1UgAugiAubce9yzNe0JfxNIainb//q7vcPtV6XL3o1VkRn1t1rQHqzOlq3OVb4Uiutr5RqypuPOFqyVy2vD8lFrnOd8fZbPS4Di5gAAIABJREFUdtu5Zv+PlLIQ+vaqwuL1l1q9rFB4aJC3PcHPvTXFY+ghNEyqLJuFnqU+VhYrP/qe9QmjZaxwWz4134sXXsHlVz+DT/zkv1ZuontEdLsn/z6n7uIaW2hqnRoTyxngONY2eU8JPw8+5gnPkKzlofuDdo5fz14zE0lUFyVdaCpwR0qHvud5NHtpWdgxseMSOfkE9vZX4cdxCLhuoyhdXB9lmsqAdDzo/c2591OKktefHopAfRMWmhd23n3UFvbe1zqlXPbKVXBqDHStszLlnPt5DPThT+37gyhWmk6RGVUk2nyRdWQOcbptZGtQURH1gQkBAPWFytBTirCH8njt6YQX+rng+asA9Vke9+dIIfbqnqlfjEewkqRtUiRFf2OFifvenmtsCm53ApDJoZbXoPIq8r8Jd5863dYfkm4t+VsCgKJJGkM160AteCYW8CxcWWDzQvW0aY/ZMRmTsAXowW68APW51UetQK6vx1BuYjKqFGhag1i9+hBc14gVHc3LY1RdrHpuZ14/VVDap1koLNzqHdyB32NLhu9k53pw3kys2PH30XsUi78pAXSWuCuzq58oGYw6efOFhaXW1fqS02geqrTYO551bP9z2R6kC/Q+LIyAKSqwm/t8zY/CrH0ltaztHX5Wn4er/dinwGu/tWOkAPMzrjMpBXmeegTLiIWx8grmCTbXWXHm/tI1xYKZ22BoB69nfl+3ThQNYiTHruuOsW8/v1vbbpHuLr/6mW1fP0S6FfK3VM7KA2v0LI8RJmE4HD6V9y15IbGl7sGgwLqIRlackSccmLGeEo7GPLkcZjoKp1mdPEhZLNL2nZUHTyHifjH4ldtjAsrbQ9Q+4fyYwbC14W0/eJb8qJ72XutPx6fA+659xGQCyXvmlc1tbQoKtctDbfTZxoJ0SI+r2f+j9EA/Z1jgn/IN4P8l/PCm/R4yZUFTNJ1a8JZG5xjX9VS7uO76rvWLHssbIWyMOPH2Swirs+cIkveeqT+G3eamdaetCAA+zM5WupY1MmwWih/BBkaWNnDYcBsjU1wBhOPyrjjdAbdC/pYAXH7ziwWun4p2uWFUzHCBdeLa/p8KVJ7cCpHzpLf8WTPnPJQ4TQxVY5YFzkKA62yKyGhRG93EuE5apGHLSIBeATAGqULEYzIji9P7Xy1na+M09ePnnb33FCz7bkKZb6DT99Vit/c4Pfcbj4mWp3mZEqBRDa2P7NM7wz2Cxr08RoJaSWHyKW4tVrGSu99M+HrIiLXDUwr4Gfs7eG1TtIqJ576HwvBeufe7Ws7c5x7CZfXwlBoNFsT147C+p5QznjP2vjeGigDptpkRw/b8Ho+DojWs5Fu7rP4WTVR9loBHEsLWo1shf0u4eP5lXL7x+nqePhGTtsk9T6tQfRCtF/AhcRUUntC1/71Qp/a7lqkCmZk3e+Fv9jexFcq6V6lMy9Jwm04JbCaGYbtgKwNG5pEnZD3LmdvADNjbq1eEwKu3EQeN8ZAOL2+uixELWs/qbOU5go7Hj8eVx+cUPaiCpRC7IjWsUI3Sc/4sGG1+e2vqpu9M1mbL2xsDLw/viKfC0yMEjYUcK69a3w2a44wl/8Z113pbuToWjKhpekY6PAXgJmRD6+cdQbR8dF3W6KEWnx7zBByOxXqvaR7lxTStio+8hFt67Kk53730WudtD2C17I8E5QP9npUtMmV2CokbqeBVK8UTqpanQmKsJDDEbu+zUOf62/8q0Jl0n86IoUq2VqxdVlf+tPIYwRgpMV5bmdmqUxynafWxM9jJEUqyr8iW6OR4xSvU7wkR769rj1hx2lZgu8Vgz3iuKEysgsuz/rQf2apjYaQKpyICmy0sRheI+Z+ypK0OJrBUyVPLkevG33m+W11b281RcNoKci6n9a1Y7ypMrc6aD+/v8zrm/3k8VHFSBMarZwzbvtV+9I5UKl/QvD2lUpXhSH1jc49/t7oYoslrL+fuGOnlG6+XCKIxFsFex+gWrr+lR04XL75aQtza/pBM5IsXXvEtdRXMKsyM1Fo25qdQLTMFDmbiMQBjDAxbKiPJuWfSI5jUnrGi4rVBLTBuWyRmM+qnKHmzAjIiZjJap0zldfWPvhDm90aKBYAOZue8PCRmBPtruSpY7VMVJxszhcNt7NTyVUGzaYuMISuBapmq0gas8+xBUBZvq0PzNmInNVUuuB8Yfte1wG3XGAxtLS39/PAU3TbW8m4I/dz1rHT+npxyRunVIY3T8HZFU65k314FNPMTVSS0jl6dVFG2+y3Uh2RJ5TfeAgNW/mdrZ39oAv7yjddL0JsXXy2Gk0W8e+P1d8WKB3B7QY3R++GCmlN08fzLJYzt4bgywsOx328ypmfHuhSu5sVme1J2CQNTCFshn/M2nCcwXpyWjhmlbguo1ce/s/DQvC1/oymW600Px17AGzNQONGDABVGHQXoUHRBidttbTLy4FUWyBq0RtPqMbbGgOXYkIciKHnls4JgSgTny22LsT9a51mz3AbtvxGz5/5VGNdrg1rkZv1qnZlUeHt0UrkL/Xrj//V9r31ePpzWE5j8zk2/ax6j9ujv3Zxy1riOqY6Lt2a9Oo/qp+mMj/Fvxtd4XXP/a1qbx8oH5qlcwbw/uGfgb4pTf3tBzS09NLr4yM/j8htf6OPbV8geQNlX4uNMkQU+hKmQULVF4DIYpyKWJ0Ntytw8gczafJL8jLw9O89Ry8qYJyCQYFkSwrJf82vtkrp5TMzKCrEXsEojhqS/Mak1GrEVvs26S9vybUz5uyM8Wxx7y9vbk/cEvoaD9RSQPBhTUzY5BC33iSpwloY/bZy4//h/zkMF+jSh2+rwhIMqatwXpmSyUOI54VmlI4g/S9tHpHnpWlPhrfM/ZwBO3bgeqfYb8nZ+DucBjYd99xQsfZeFsNKojiPFStvK6ETbYrM8esc5tz11f73Uz9YGOdvRsbiLj36y7MUTj30UF9GM6Baufx/TxU/9bHczHUA3JNUFe/nVz/TM3DvuBPSWvZIxOmUs/DsTMw3WpjnW9/dD3n6ifSqMGcMaG39UjjF39YQeMThPuBscy8zKBJIei5P6AfDzU8XGPhUqt7qO4HYHJcitnlsExsLPWpouHK5Xj1P7+6cUGxuvEeLBwlP7g/PwxpUFbKAY+1pHK4O3Dagv3K0J+58VFa2HQu6j7Swdd29uKHn9xGWo8A9h22ZWpq2vWGhz3bV+GpjIE7haT+tLVtKyzA1V/Ly2Gt3EA1hBsS1D7qd8YqwstkhNw/vsFx/7VHlGAr79Vi8Le9R0C9dXej/D9S1u8pJ6i75eooCUCpSvsOlImwZ8ONVoBPMx3O9ZxPzOqbIflNh6ehDY3rOmPOh39N5N0KqR9pkKD3uXFSBLp3kbU7b3zTrhPJlZeRG6Gnqz9O+QMGhx5nPurpPdwNbefPDqDWytZUVKvL7QPE6NmZEHh2vfcDsUvtU8ta83ERwdK5b/H81LpdEa8/rJQxN0a43L5PEy+NrQCZ5Pdv3wqfWpMLc3BlxHbYsqE6N3uUyNCGltGW2jjOaQ+f1oACndNphiL9xfeu2Hcqq7hetv6aES7xmxwEfOzdJvWmemyW/QrbeXxteK6iL3NHCDApUsjTJK/o3LsXp4e7iqODDz4DxH8GAI2GxRWD52PzSTB1+y0PCYOO9XA1vLuf0uVs+p63c9K0ShXM8CHVn4km9n9cZYrq2N9fa5Zdm+w/cjeAqMV28r30M2GsxsbVt64TDq5+aVbX0sTNzqoOgRQ/iWP+cH6S+uN/upjKxv72ibkSoCmi7lm9eJ9Rf3e6C0uo5U8eZxO2Uha/m6bkZWd9ce9P3c/R63ypQL1cey5WTBhLQuNykk1Na8mxH2h3Ucl9Qu9rp44RXk8x2+9Gu/8K54zT8o3Qr5WwJQYPrLr35m4yRy8cIr/aKe4npkhBe6ZwEAa/pAv3cM1mGe+v3UPp/3LOK0U5VBdBYDXC3GkeWtApYVECVjUPx7whqzWgVE1rzUW3hbREcs4FkAsNLgwcicXoOTWJne8Tfaryz3v6/55LvnCFcHYDnUORO2QkHvD2c6pcTxHOJ94ZTR/ChiQBvbkbXc+YqQ8gkZ9054U9/Yuzw3T80je0etUt2CCTL3uIwugNQgf6Oci6LtrR0bh7kiNyzEu7wGSjIrV6e2CEZbDLzPbusvBLQ5b4iSrdNT24A8p13DIQNICJ4SGWXsdEtikn4HSj6mQB6XcsnXi68Cu/mxEuxMt3vytwQAm/jJdryDozVdfv3zZdGYJeJZSiGse1RKzMzUGmChxAqC7n9xmbpXZ8TWjAkjDuSje/u672fMJQmDsXOvesxH22fvcXASy+foxIHvzqnHbVjaTT+SA6RZh8qg7P+OOacVeVFBpojBBhVxnNCUyeYScz7sj9vjW9wH1rfWT54Spn3L5XJfWR0Zfvbe4ff4KB73M88NrYf98XxIuW9jprIM5mWLnRU6zjNR/2hdrb42R1WQed+NRpa+1YvTqQBnJYPbY222NeBZ82z9a11svHX7g+cfx+G3NWTIoSqcrb7CF6x+MWzH09JxG+x3rqfVxXxOzne9IkYK2+Mq4IFbIX9LA7r82mcbdG/W/cWLr5bFobemMWOwPXz7jWF2I2UOnsBQBmzkBdfg/Tf94+eeULTfWUmxTxWSRlyeCXNrl8dEmWGqU90AAt+EAbU6mcBlYa1ewsA2qJDtpytDb8JFrCv7zdt/VLQmpSLc69iH68N62Y1a7yoMtX3ecxWINoY2DxV5YeHMyppdgWt18trEc4UFgeXrKZTcZ/bH48i/a1+qgqb5WZ00D1V2FLHwlGwlhq+j9D0LMasn520RMFngM3nWt9WT+zdKGarI2VjZuBxlHvOeOZfLiJMqHKZE2xW/lnfNq13WtaRyuuh6D8TQ38xY0128+Oq7Fp72B6VbIX9LQ2rC/fmXxWqKvWZvDIa9db2Fr4yLmRcvWLUOmAnyJ+fL0D4LNz0mZRTCNh8lD9pNeUUqmPl4pMKEBZQxOlVo1DqMTj94dWRipYn7RpUfE2KmOCh55ek2QFeXNO4Tz+KzMm6yPr3nQI/IKGJiz5Xpe1sDag1rn/K8Uyh9RJ5/hkeqdLF1yr978L0qFJyn1wZWxhWl8pQUVow5D2vSKECOjpWWw9sCTWnN47HnfEz48njylgrzAWBVLAwdsLSM/PAcybkaM0X45xhw+c0vNl54+bXPlv+tbhwh8jGlWyF/SzdTCHVix16Qd9ZT6rViFShOnp3lplAie/6O9uSMPGtbITqFgHWLYSQEmKEw41Tryts6UIFqnwzbslXP9VJkgdvBbY1hjcDFKAcrWR6MzcLxlBKlQibLGCkk3/JOfR65KkcqiPmT89doe2zlcfRBtfwztWmjDDpHoTyUqatH2P6mxHNVrWFGm7y5p/XXvvbGzvLWsph4XPn3zbodzF1GvRgpIOHcObKNyuXn1g9crrcG7Pcg/QL0xoWhORxfQ/vC8jFkjLfmmF8BaBHtYsTlVz6Ny69/Hl/6tV9YEc2vfmYN+21W/Fc+vW3rY0a3Qv6WbqZYw9vuD1sY2hbYPPUQr5FaUvaeCklmNrzvzkybmYxnOTCz8ISAB++P8mBiS2HQP501aXQKzWjtiT1kqcqIx6hZmGuaByVGEJiU4aplxOiE9tUIFWBGrrCqKju8hcAKhQfj29yz/hgpY9bXavkqVM7E/WvfFWpWRWw0Dp4gZmHHiI4n8Dkqm+WnyIU9Z0SN6xTDCk+rkjFSXkZIhW5B6NaAwfm7uc9H55aOB69vq7s3p+x9bk8M29/tOaNmFgODIf/6Z7D75Vc/U8J9y3Yl0J93N0H/uNOtd/0t3UgdbA+sGvBxWTXr7py4wHisTdvC5feMVBO3fbPOynYWs+77G+PwYMuUS/UUyrf82ZLqoEX06U7Buzlv09uRwo1glCNm3C7+ropN1ybaTlAli5UPjR4YaUy4rva7WjpACdWp2xdcZ1UKtJ4dPC3jZvXLufTLqM1WhjreqXU7il2gc8VIFULtdw6CpIKFFVV3zomga3UYKCfdu+g993kdab3tu5XRbQct/e/cptF2CrCd7/xc5w+Xy9EKra06nk1BcH5ryjB6Qd3GO61jPMXVG9727TmfKfTvE09p/O2l19p7Xihajx403Y+SboX8LZ2kixdeAQ7lKNTlN7/YQjQ2xxtjHu3/vDIkE8oeFG7w7VzDhyqzNcZozlUhbJmAHQtTywrorQYW+k0A514w6d4o19cENjM1tl46wZZ9ZqnPrI9YGTBkxI5HMTNi9GEkuPl3y08FFJMxPxXUln93zKw2g53d9B1m+Nqn1geelc+fXL4KI7Voud84nQoDy1PL1dClQfpqhBgx2dz6/9t72yjLsrM87NnnVnW3JGv0FeRIo+lWdw8jWNFKsIYYNFoRICfK3ER8JMgJTgLCfGQB0mj6Y0ayMY4VL4xB6u7qpmcIyxAhJ3gtEeSFs8jSHUgshIwlA9IEY8wgMd011aPRCGIJJDQz3V333p0f+7znPOe577lV3V3dVXXrfdaqdeues88+e+9z7n7er/1uaxvX52nLTED8HnFZ77ly0pl5rgR9372+8xj0Ebsua+O2smDQPCtx1amFwQO/Y9bOvt9kvW1rxypjQmrzu6Zj3E5VLixiviZ4zjy304PorgdB8oG54Jf+3q/922WST0K+y0vdSajJBgbRhokMWaPu04CA2cm/MzH2BIt5E5euYbb6NnOtB56E1KysQkIfOSSZ0PgYT3CTacc40hEAVGtTYlLhSf/3fNfzLAf2bNVi4Gl0ADrBeJwEx4OnyRn6fK4mrKUEZNbcpS59tlqfR57qRrJznotDrQSeqV9dHHydunr6nmEfGm1dhMI5Xqbed53bYsJbct4Jfdft/fMi+1WQ5GPafn5Wme4/nnTLNnXU13CSIZ4nzOLIwlN9bHjwWCN8aorvRUH45AMbYnj4BIZHH0C6uo58tWzUMrp0tjU1q/amUE3Tjo0n7TKePvM3S+pAO9noBM1SO9+LNSImTtZEmVhVc7NjOvGb1mYTD0/y7Af0NH4FxyDwp5kj+zShJBOjXatj47V9WpOuujQ8YrN7cds0niHV2hyv4dcyLBhx21Xj14A4DlrTe2+kuXomeq7DsxB5dahJnd/BedfOO6bnzfqlMRdAP3HOq5efo1o7xA3TlGnIlpZoctk+zdvarPEudp6foWMh6nznZ2LvwqTVvjvPgJ+jrq+v92/nIM7R2krzvo0ungb2LWO0trKwBA8EyQfmgANPLFnOI08/DORcTFzLy12SYG2OJXwmCN173sCTCWuXSp6qCXiTiJVTMumbrBh9EzRPYKz12flmMqonO00ewoKQTq6N75HGri+ZiGpOzV7WTrv7hAM7xxM5a1oeofBz5XEFusuXzBfbmMuJ8JnEuB3qKlFfs+fzNaiJlz9ZQFIhQQUrK6/Bkvp+ee3hch5x6ve+evQ5MNSKYe/cZtbDa+yJxgXws+VyKqRZXdZ+jZTXa/SetjpHhV8uz4KGYTxp3wsvaFbb0/S73iluOi2EXqU2p/zSoMxhV652d91cQATJB3ph/irbSakzOeiPTScszzdnP1TWWhg62Stx9Zn8mGw4OErbpaZSu16FA+2DneP7sNChE1yfsGHjptp9n4avpO8JARbPoARhZDwYtITQZyq1drE5uU8bZkHO0665L5YYyXMjmHBhfnqOPTACdM3zPeOk/bG+sLWAMxCy392u0f555+1/ho23RZVr2/g94T5t5Lf2YhB47O3d8ZLIsOCoz8uEHI1F0P54Ag+vBvHua8e5rSzossCn9/MsgVO6hsfAjrGgQe0ZrZ4p1sZauBgefaAEydX3HV04Vco9eQ5YXsLw9vtmx39BED75gIvh4RPlh8KBKOvjIv1Op8D6Okafe6hIwVUCKkmOg9T9cQPtj5nPG/hHrv7zAWkAQPd/9mdbOQ2+Yuh1OaOTY76vPLfPExA6JJe67bfJSE3h6rM3gmH/OqPRjhM6G3dwW2ZM9BSxnhIAqdP6rcKKJzR0/N/UTs+0z/1n8vRIq+MuqdDJp6794jaxsMVkwJ+NwFXXa2PA1qVpLuoO16Pw3iV+9+w70CXPxjJV31+vt/I61tYmhj13wHdP8Rh13hURllSD576xkKPv+TSjE6FvpG+k3aS7pmejlgH97fO7wD5ztbBwH9X1A5SxGiyVfdtXz5RI+dp831n2trbSaPOmxCxisB0jtpqtsZe3mp0Hy2GPybTzY+jshWwTrk1mOinzhGzlAYdE0K1TtYg+0vOOTafdtmj5eSbgje7B5+Ytw9tIA9XywOzk542LHvfGSonWu9a7DugKU33t4nFU4h4Mutp5Y97vMYVrfXw/b/z7LBJ83oty1zHg99MTrNTVpOPQ93w9oUTP6/20T33Pua8N895TbRcw69/m+vueV1895g/32uz9RjrCPuaPVV8/pI2jtZVGMWk+Dx5z93FX7ESij61mA7cOQu4AbUfb/Fir+kdOWkVjzp8CSO1WrDzBAa3m62mOGwkHqq2zpjNvwusz4RtUQ9FzfH+dmNQEu9mJC+hOfKyh2DmvHH9vTLOp20c2a6aEZrtcvc52LWMN0sp4Gl7TVyJmXeoHtGuU1ZLgWTWUtGY07h7hh5FSN7+CarOmKaqPV8mJoe+hR7TaNs8y5MGemVphbLzYYqBm/z7rgyc8ev1TS4q6Xbz+VRUAdh/penhpl5K4fnJf+d7eeJvlrcJsUOo0d5LTbIbgAWwurmEXI0g+MBdG8M1Sk0HV3X/+0PE2qrUJeMrtJNuY0okoOhMIZkmLocE9NsH0mewNzYSVnGOYnRQp5WVeXgIGg5K2kzVVXdfO99ZjDWHKBMX98axozYTqjIUKRN6n9bczMYvQpGNmz8Ejw4YccleDsufI5nqOhG7uzW1Hl3SUuA3WZk1mY9cNqlZQ0Ws9sz2PBa/n7lvPrmNmVhHvPfPqNrLyzPDNNfJ8bIzs/VITumfFsj3hbSzUcuKh80yp7o6LjN4VdQcMxO2giZHsc16CKg/r47bdWqbTDhJIbAnuoA6oI23+WrCTd5DbCgTJBzYFlYqHd9zfakxXrqJJbGPaL3+y6Xgj03KfhurByMkjyz4BIrVk3qmXfMBpfewv7TOo9uP1iycqz8fJx/rGRAlqim68ARMzxwJYUJVdb6TI4HYzUXhgYra94T1hSbVxoD+nAQsGqkUzufL3Zq3zpL3WTMVcL2fWYyFkmtGw6KZNw44Fow9ssp53D65Px2rq3EuTz2hdrAXPE3z1GnVXAF0hwJ4dPyPv92x95XcykSWM1+zb9frc7ZjVpQIXC+hmNZQ6hrffh9FT5/0x38NYbDtF4KZh9OS5MtmOJ+WHZZmkWCtIqf0xspnRM5d75F7RuYZApl0zYF8dBp60+N46+RmJ2DnWdlQj5QnHMx/zeWtrknJ2TM2hNtHbWCpsLO1TtU27XoPAvHHVts7TstkS4Jm2eVz4HjbR85iyRssBZPy8dexTQl4alJ3P7L0CZoUHNpXrc/E0d0NFz4NhG6BwOe89UxN037tY98XFvOP6nPj9ZyFArRQK1rB5bFhAMSHRntVkWqxbltWSf7/c3yaXfP3H7z6/p/xOAL7f3uaRuq2ji6fbZ2FBjNSO0doKsBQ6q4cbJvmU0stSSj+QUvqVlNLjKaXnUkpfSin9Vkrp+1NK7j1SSveklD6cUvpiSunZlNLvp5SOpZR69+5LKb0lpfTRuv6vpJR+O6X0thvtQ+D6MHrqPEaXzhaTvRGM/YCZePkHbQRlfzoZ6ydrzEq89qfE3RABTVqGvkl4mtFEojNYSGCy9rRy9afy/XlplU6Sqg1x/VzOyFXHgcdKCVQnVDtu99QoeBtPzxSu68699npEbuV1jFR46rPc1O9VmkxLxkUrr8KG3kd3wvPA7wZHhHtLMK2M3sf71CWi2k5PMPUsUlxGc0ywdm3fPQLn8vaMPReIlqU+pSvr6PjeZwRNcoNMp60ljH+f9l37znERlcwN62NgWuflSAkYj4vL8MlzTZbNxky/trLwa96vB1uhyf91AD8H4BsA/DaAswD+KYDXAvh5AP9HSt1fWErp2wF8DMAbAfwKgIcB7AOwAuCD3k1SSu8A8Kt1vb9Y3/OVAD6QUjq1Bf0IXCdGayv9ma6mNLGo+VCDfPR/JjZPM7L6eNLwJlb1HRusvBLGZkyuXC45fdVrvYm4iWGQ5VDaLu6vBx3zeeXZ3Kr97CNsrW8jM7S1xSNAfl4bCQJsDTAzvecq0GfrCUEm7ADdNeJKrOpGSfJOdQIY52j0Hrxz2ndtD1lU8pIsU1VXCQugmhfBjms7vHJ91i5up5Xj35iBl8Gxxcrq5M2pTAkAWmsgZ+Tbt9yUH106i9HnHiJBqwT8Dg8ec5fLBQq2guQ/A+DbALwq5/zf55z/ds75+wB8DYAnAXwngP/aCqeUbkMh6AmAb845f3/O+UEAXwfgEwDemlL6Lr5BSunVAE4B+CKAr885vz3nfBzAfwjgAoCTKaXXb0FfAteB4dEHyj+cIxqYnXjVF86frEl4pntPM9KAPyMQWyuvZmm7jwogPCkqsTFUKPEmeo9wuT08Mff12erWICRPW7SyfejLnKdaP0MJhzU3O66Cl7dum+EJPB4xqyVATdV2b34fVHhUIUvfObVusKleTcbcJz6vROi4F9zfwTzN3+7FAg7Hinj90XvZeU1kY8dVEFYhcp7gpfVxGbaC2HhphkN7jqblc9CfPZdaYButnika+4VTZe07r/Cp2kA7w+jJc6HF9+CGST7n/JGc86/mnKdy/PMAfrb++s106q0AvgrAB3POn6TylwH8WP31h+U23wdgP4CHcs5P0DV/BuAn6q8/dGM9CVwPhnfc36S8BdCavXkiZk2Lf/iVTN4cLMTaHJMxE0Rfxi4D+wPtHuwftnqs3R6hGswFwBqT5zdXIcEzTVuDroOiAAAgAElEQVRbuB8ds7+jXXnCkfWNLQI8LtZurUfNpJ7rwtNSDfO0WHa/9JGC1aHt0bb0CVv8XgCzwp8SNb9PdkxJ2jP9cx06/t47NM8NsVHfOgJfhbxvuT3emK+dbYkV5hPn+3Esglq+7H8Wmvh/zyrC/VSBzcoY6atryPzvHbN9933lneGGR07OaOej1TNNRPzo0llgUJW17qHFu7jZkQrr9eeYjr2p/nzEKf8xAM8CuCeltD/nfGUT14ykTOAWYvTkufKDrEqKyHv/8o8g7d9XfsRXx8XcNpl219GnVAQBy5JnP3hbS29wg8LQPW/zA0/WTJpGSLocizUOjRjvI2a7p/e/lVci9jJ/Ad2UpVrWE721LPfNlnuxRsfCSB/64iG4fx2tmMhynim3T+PkMp7/mctzOSYWJRkAM8v/vHr0Wl0KmVKbqa0P3vgD3RgULwvfPHjvMKZI6/RMBtL3eS4BJlXrU6brmk/2oYtQOhFtXN9f+y3b79bqNSF6ULXPBAlNHg2gzAeWqOrqOrB/X/lMRXsf3nE/gGvb8nU37Om+nbhp0fUppSUA31N/ZXJ+Tf35Gb0m5zwGsIoifBzZ5DVPA3gGwKtSSs/fRLs+5f2huBcC1wAzj9nOTsODx5Cef6D+IecS7Wp7N7N2yho70DWhsgZhWjcHnNn1BtsAxSYZNQFaHRowZ/WwOZE1PPtuf+pvZnjE16e5KzztdjxHY2OLh15vwoxGUHt96iNbT6sHuhvh6D25/2rC5eAwzzzP97B2qeap7dOYgT6BQevu8zV7pKkCnxIdC0BK6mz+38x99Jlon+yZah3eO8nvs8Z0dMafno1ntfL+t+vU9+9lFmSLgr7PKbWCwmRStqpGmU9GT55r3X+BLcHNXEL3kyhBch/OOf8aHX9R/fmlnuvs+Iuv45oX9ZwP3ARYZP3w0PEyYdgSmytX20ndltIAXTOzQQN/LCiHzfhahrUmnnR4GY5GR6tPdyMSYBMvmz1ZI/I0fZ1UPZeCZxrWe9lYqA+VI/W1D7rUy+BZHHjMvOOupt4zXajp3RsXXUmhFhW7bqPgPi+mQV08nolZ+6rtZSLVdth5O6fCgro9TLjkYwZPwPDGjMdIlxcqeXO96p/33BfqQqjvlffvAwaD2eu4fVXV1fL5nZuJU+iO2Whtpfjj1Vp3db2pf3j4BEYXTnXTZgduCDeF5FNK7wRwEsAfAfjua728/uz5ld/YNTnnu72/uq2Ba8Dw4LHmBz9aPdP+kPctd83GGhGdZYLxfJvs/+6bcAzT6ayZlbUs+1SfomFeBLtaFPg4MEscPAH2QX3/3FZ1B3jH+jRSj8wruZddx/5XD6qhqzuDz3Ed9p2DrVQbZkGLx0+j5fuEBh4XT6DQ9nkme8+crhaZvvHTduq97Vxfm7zzntXC2ppS1xKmVqmq57Ovfn6HqHx+3r42gp/rsWdqAreCrQcspPM7YG3VdMNkdWp2jcO1mesD87HlJJ9SejuAcwD+EMC35Jy/KEU20rpvk3LXcs2Xr6GpgRvE6NLZEgBTm9swmRYJ/Op6V1swf3umSYsnfD7GE5oKCoA/Edpk7QkLpvnqBKhE1GdOZ9OravjqSqhS0YQq6p+2SYnS2m5tYML0Aq08gYPrq9Lsdqfsk7WynlWFCXsq/dJnoP3idll/OMDKvts91bysgoTdh9GMt7O2v4/Y+kzSrKH3meF1DDyT/TyLg2rQCjN1s9nbE27MtK4Bc54A4gk0gG9hsr7Vzzw9cxnpytXWumJ18HNjstb+enkv7N45F3P8xdNk+ag6wabDQ8cXPsXsdmBLST6ldAzAQwD+AIXgP+8U+3T9eZdz/RKAwyiBehc3ec0rALwAwGdzzs9ef+sD14LhoeMYvvIdAIDR4+8rB5uJnZZaWZCd+eUss5b6li04b+qY/zYyQXp+RxYQLNqf//q0Zq6vT8vtM7UDXWLuTNQ9pGr3YbJZGqCJNWB/phKMohGeprN9neZS7/KSr/Fze5Vs7N6elUP75Y0pCy9KyCosTJ1naceZaD2yH9Tj5rVLCXeeBu5ZGdQEz9drzAiXsWPqomHB0jO/a7s9oY7HhK/h8t57Z98tQ119LvUlsOF+m3usL26kESCm3d8U/d9ZHlcLN50VOoEtxZaRfErp3SjJbH4PheD/tKfoR+rPe51zbwTwfAAfp8j6ja4ZSpnALcBobaUkpkDxow0Pn2hN92Zqsx/4Mi3isAmCza3qU+f0uDbheJoKp3g1MHEy0akGDcxOrlkmRNbGlNjVRM3leE28N/F79XEZ09y8eAQvmIrN5ln6yzBi7AtU6whGefbaPj9zXz9YeLHn6AlIRDRuelN7FxK9C0p+kykszbJrNeEsiGxBYWsDa+2al4HbO08wYQGC/1e3gOWTYAGB31kN/GPwO8bCB18/qGbf+RlrBr1n+g7rc0rOmLNFgFGnnh2trQCTaRP9PlpbaX3tOTebyYxWz2B49IFy/vb7ZvsbuCFsyX7yKaW/C+DvA/gUgDc7JnouextKApvbALzB1sqnlA6gEPXrAfyNnPMH6ZrDAB5DiaK/29bKp5ReAuB3ARwFcE/O+RM30IfYT/4aMTx0HPnAPjzy6Z9qj9lWj6meKJeXSrCNBebl3CV5gxGaRy7A7LI4Ng2yRQDomtLZ7GiTOZONXWufPIkz+jRNjmTne/d953azNsbt0/Pz6vHKeH3wtGc+p5qe5x7pG5uNwITDbVU3iQoZ3vPqGxPuO9fHghuPl2a8Y+GToYTN76D2EZgNflTS13oN+h7YMX6H++IxvHdOy2hbOduc/p5YMGFfvAoP9p2X7VVVGzi3NGisLRstcxvefh8wGMRa9xpbuZ/8DWvyde74v4+Swe5fAHhnSuk98ve9Vj7n/GUAPwhgAOCjKaWfTym9F8UC8HoAHwLwS3yPnPMqgAcBvBTAJ1NKD6eUVgD8PgrBn74Rgg9cH0ZrK12Ct/zS9eQwWlupd6hL3R3qPFMzE7ya83nyZ98uH7PrdJK3z740pkzwjI2EX9YGrf1eUBJrhKohstXBvuc8Sywq/FR0T8/875mj+bzWY/1Vkp1nEeBP+1+P2/Ogd2LmvkDXrM9t4+fHdXmaMv9v75gKkUzwqsFq/1njV8FJs9Kp5aDpg1hhVNCa90zZyuWZ7PXe/MnLSr0yPBZWbqNAUV2tUo9VVt/8eFLWutf560erZ+YKhs26+KfOdy1+gS3DDWvyKaX3APh7GxT7zZzzN8t1bwDwd1CI/QCAxwG8H8BP55xdh09K6VsBPADgdSgCyh+iZMH7xzfQBas7NPnrxPDgMVcCb/agt4nHouBVczYoyZhg4Jl5DayJA7PCAtednQmb6zCoJqT38IQUvZ8nzGykYfWVZe2Jwdopt0vLWoISFZa8Oj2y9DRF75wnLOmY6JpqFgJ4AxSD9d17Xp727tVrwqVaTNi14QiSeXkJ6fLVfk3Zg2fK34yFhdvFcRV9Y6muALV+cF+ArubOrg8db22Tjr/VYYmrqtSms2ak1AmiGx46vqmI+c2WW3RspSa/Jeb6RUCQ/NaBSZ9/tJ21rzm3pnyPYIFZEvM0S49wmQRMuDDohMaT2EZ1q9WA/beeRYC/q5nTm/hVo9J76X25rj4oGTABzPvtz3NZALMkr21gQvfaw+TqkZcnqOl5/tTnbGWtDWaK7xt3r24V7JhIObi0z/3C4+a5Y7T/3jj2uWu8ur2xtjL6PLhvvMrENonRe6qAanVduVqSXk2nJXvddBoR8luAHWWuDwQUo0tnG9/8aG0FwzvuL2Y5IxYzQVs0Lx8zMyZPhmxWNNM7m+A7psrUPacTvway6YTLJmIDuw48MlOzcpMul9rXJ0B4miefZ83MynukxKZ6/p8/LfCOg+/0ummeNd1y2z2i8QK3OJCNz6nZW+/N/arS7Dkv3/40z+4jwK6QPhcR30OvU6FPrQkctObdk036aoWwT3Xx9Gn6fZYEdj8YOPjOexebOuS3Zpr4+rhdcsrvez2+o7WVVmjIueTEAIrAXo/J8MhJAGg+A9uLIPnATYEF2gwPHisTgE0iFuCkk7b6a434+/bQ9nK/Mxmo/9+byPV7lonRvjP5qtak8QFGDjpJ6vUcUKVjoISkkd4eYXqanJKBQQUJJlX181s51l6NGPR/HgcPSvb2yW1XjVH7xWTrCRx63Ht3NmN+79Oo+buuHLDrUj1WFQmjmvmwkzOA/mdB1+7T11Z9puzL9ywR/Nyn07actd8EWQ5AtLiC+nN46HgbLb96prW0kVVgdPF02VgmNPodgSD5wE3F6NLZ2fzxnBWLj7PvtNkYY0pr6EmbnhcoZJN4kskXaAlT/6xdHOjE/2sdXIaJnAmECYkJQQPR+tLRArMapUeC6jP1xkKtF1Maa6uPBRStw/qjlhCv3LwyKqyw1tnXx82gT1jg+yYZK25HHzyt2Ltez11d71pM+JPfAWuXjb0uzdQ+ev+zNYrfRTbHq0XDGwd5brneTMaNjF9eatxyDelfPN3cMwh+5yBIPnDTMLz9vmK2r1LXvKkaK0/8qukwmdok1skKN/UnPyYK1jo1eI5N/6ztWLs00tqbtLUPbGbu0whV2/VM6/bpmXW5Xu6fp+X2aX86Vl4ZbZNmiLPrPfJWqMDFfeGxGpD1Ri08rInPEzY085rnhtHnbW206/ke8ywmfedZcNK2dILi5mxItNGzMeFDBWkuqy4Ofrc8C0/d//TcFSCl8hs2YbsW0EePv68bbJfKHu+N+T6wYxAkH7hpGD11vjXpaTQ3T3JJJnTTMm3CZWJmbd6Oc6AQ18dmSG8yY7O8WQvWx91y7Fv2wH5NvkbPM5hAPH89++H77j/PZM1CAJ9n4ahvs5Y+8rQ26GYp2hbP/2xQYaTPH87CAAt7/H54ywfZxJzo2SuY7Lyo+3krIxjzAhd10x0vnsMTDBVsftdxHlRFIOK+qpWGLUZAV8BmN5GOX92+Zt/2J88Vq1zOTcKa0cXTTTBtU+7CKQzvfBD3vubd/WMTuKWI6PoaEV2/9bDd6ZpI+zvu75KgkgQTv2mwaq72NC+NQldtXb/zdRo9rVqWRsx7x/o0ZTtnEy3fa17fGX1JVuxar818nR1XMtP2en5qPqdCmmKeyZufi45bnwnda8dm2tLXP69eLq9aux3j1Rfz+sEme3WDLC91tWd951TgMUuCt9zQwGPA7xBvAOO11fqjgowlrmkE2/b86OLp3mWyAJrMdQDCF79FiOj6wK7AaG2lSP4HjxWCpw0pSpSupDPlLVQ9YlQfOwevsXbJWopNch65KLwlX1yP/Wk59i3bNaxZsfbEfnsmFp2IVdtUqCmWP9mCYXWzwKTt5fqsjsGgm9ucU9QaWDM3ePEDWp4JkOs0jbUvMt2u0T54ZdTczm3Jc67j/6vUfX5Wjz5/jq3gmBKrg8dEEx9p8KP9n5x3BIAF9GVLHGPnB1UrTHDf2BKgri4eb455uXyl+a2OLp4uJH7pbG+0PPvsg+B3HiLFUOCmYHjkZLOGtrNOvibqhvQNNjlWqT4+BVLlZIyTSa+ZNOGTggbD8TUe6dpxhRIUa3+sFXmkDfgTuqdFW302+WanDNBNQ8p1qnYHACmTdumMEcMEoCkRV0O41L9pBnRn5yqVZ8bWBesPa5g6fmyGtj5oG+cRorVT/e183nMPNGNF9/Hq9t6HjrVAzs2s6hBiTamoV9NcPvusKB1yt/pK3Wl93O3bwGmjWsO4TbYeXoXh9TFwYH8h+gP7AaAbWBfYdQhNPnBzkHPxyds6+cMnWk2dN+dYX58NdrJsX2qGZpOohz7Ts06Yptl6hOJp6ezjZj+9Xavmdy8Yz4OSyUY+cT3e58dVzZhN9Xpvrc8IXpft6TVsaeDvNj7q/9+M9uyNh4H9zlyX54rhdnHdSvBs8eFrvHZ60DbYfVh75v5MnfeC3x9+xkbO/L7xe2f3UtM/QwLjmjzyayvdXeQsIZWZ+6dTYN9ym4M+sKsRJB+4KRitnml3lKrN8qMLp1ptAag1jUGbs1onavMLsulZTbyeGV8nXrvOzveRI9Dv+2Yt0/OtA61528DavRGdChZ9gVXaJ3VHeAIER6KzmZ1zCiSpiz+BWaHHEwb4nLeszBt7Fbo8s7FB/eB8nF0v84LqFJ6Fh4+zm0BdHl7wJgt/GgCoba7kvEL98moVsn56wXRW1kjb3n0TnrmdNek3xG318O/vytXukrl5zz+wKxAkH9hyNBG3T51vD66Pm0A8pFSCeGzfdDMN5zxLdkDXrK4TqC3N0wAuNjnrRKX1K1RjVRO8aposWKiPWUlfNX8mKv3f83nbOSXORgvP3baYWV8tFEokDC8THWdSs3NeEKVqqdpGI08NHOP79OXM91winindi5vQcbJy9s5xm9lCw3+ehajvHVItX98ZtiKwYGDj0xGCqu4ySn2e1g8j+kEFLC93fgsNcdexL6NLZ5s6RxdPt8+mqjC84/4ipFNAXWD3Ikg+sOVgH/zw0HGgSmUJztoKMB4Dg6rdkta0TJugePLjADYmcI0QVrN+M2HOiU62yT3J5MrldRJX0zSTE19vZTyNW681sB+X/aTaFq8vbOpVQYjbpq4Ez8dtbfaEgirN1qnr0bl+JnWtiz/VLM994j56RKtgs7YHjhUwy4Cn5av1hNuh7bKsjGqeZ2HBTOcdC44EjfKzJnN9HtTZ88jFkJcG3d+Duh7kXW8I25aKAiVmBsDwzgcpe10J4LPykZp29yMC7wI3Dbyb1PDOB+u82OWV66S9ZaJmk7Nu/JIzmuAvJlA77/nFgVmzepVKPRwAZeW4DFBrsPJd78XX2jw7zd26rZ0govIIi33obGpnzCM5z3XBxMZ1VHX5JRKaLIBLCVWtFixU8DhZGSYcTtXq+dCn0l5+9gYvCY+OGwsrGgxZX5uXBkjsApoxkcN3FTRj5hB+onaZ5aRKAOQd7lipJGhyULXPA10LQzL3Fmnw6cp6ty0W2MiyWT3Wo9UVDA+fKMRtAviRk42lrTHf18F4HGAXwXa7H6HJB24qhgePASgZskZrK00azOHBY8Vnz2b1ZqLqIT8OCgN8c60FjOnSMvUDAxK1P+1qn0ZKiUks+wKDnWeTtmcGb4ikmiVQJUUbD70P/6/mXo9ErW8Gu+eSk0SFx0Q3fLFr1drAdWo7OWjMM1N7lhG9j53n+3oWGW6LCgjUvjTN7TvElhFdKqf9tnur9YWtJHZMrU7jyawJXmHjre/2tNaubUmjdw+g/Q1Nc2shqE3znG8eqNe1M5GvrWB49IEmLe3w6AOlXGjxC4Eg+cBNhbvPPPvsaz8gJpOur5GD1Nik6vlgrbyW4QAlJgpNVmJgn7bWzYTIAoCnXVY99dT3y2ZeVffAvD4xadg9lLx50xN1HQCtcMFgLZPHyK5T878JUDpW6sfn8psJ3vLupegzryv63hGgvGd9Lo855m5XyGJ3Bz8XL5ugtouFCva31+9YbuJV7J2bdv3uBi9moeO6aus24dr1s5vW/+Q5YH2Me+96V2jxC4Ig+cAtx2htpTPxAGgnIyUJz6+tk7h+7/OHs3bPZOGlMTXwhKkBgEyOjA1IKHFwmRcg5gVr9fm3jVQ4Il21vKZd0+7/vFLA+qcpgq0dpo03bpPpbBlPIFCwBaMv+E77zMIZk5zGN3B/uC1eO+w6O29atLbD2qmWIH3m9p6wdYnr0frURWXvVf0s0/q4uLc4JsV8+/beNGNU/27Wxx3hr/jZJ82ucADaSHpBR7O/dLZ1EQR2PSKtbY1Ia3vrYab8ZhJmc6QHTfFqk51Hap5/1yMlg5ewpU9L5+tZe9pIw9TgQDazbxRQBrTtY5+xp5Vq+zwfM7e76RutdGB4dczESvS0w8M0d8eib1xUCND+es9coQKc+vu5D1qO67f14zwGFgynfdHnyv3ua6eeY6uWmect2K5KTfR7I5jxMknq32htJVLN7kJEWtvAYmBQFXO+Ect40p2AU0Jnhy71k2ugHmvXdkz96lYPn2s0dFpb3qeZqpbnJY0x2PVsRrfjXJ+1ybu2E0Tn+GK5fs98PuO7Je1V250zOnub26cX5W9jpH51jZzX/pmwxYTaF1Gv46FEqL59bp++KwwWHrS93n3ZbcT95OdhpnR1Gen72oyBrPnnttmmM9wHy1DHsOegKYt1TOa5LwILjyD5wPZhMsW9r3h7ibi3iY/9k1UqW1eqeZK1JyZeExA2isQGfLKzuACFnfd8tqzZb9ana+WTU0atC57p14hdYxXURK2mb22X10/W5JkM+Zl4/nMlFxa+9B6Gvjrsf362LFDwdxYY5sU2ePEP3nPpi9VgbV8FHy1v2jS7UYD2HWbBkDX/JghyAlQJef9ye5yj9Ke5BNOtrTT1NS4w+0upaPEHj5UkVIE9iyD5wLZgeOg4RpfO4pGnHy5r53nCXR931xWrJmkEp0g9JAfMao8Gz2/qESuf1+9sltXobw1QY42UJ/o+rY7r8hKgAL41QU3rXvu9c0pulWjLfWPAhK11seVEx1utG2qF8dqqggTDs6pwLAUf894jz8Q+maKTsEnLqcXGhFVvgyWrgyPuWSjgZjcb31AOCQD5K8809x6tnmmvs62S63GzjWUCextB8oFtwWitXrt78FjR1uvdtTrauIHN7bZDmmk1vOzOiJ01f8A3i7NQwWTbRxIGm9BZ+GABQrVrj4hUIJjnz/XcBtwuPcekmaidfMzAvnH1IRtBKakp+W7GB++Z2vk+Vj/fp7NhkfTTG2vtv9c2JeapPG8WUpTA7biRvrVdhUBzq3AKWqDrWjJt295VdhuppWE8KXnkL50tvvhLZ5EO7AfGk3Z56uqZkqXuyXONUDZaW2nuHfnn9zaC5APbhtHqmTJ52eQ3nhStxfydjZY57WpvrNmYUGD+Sg5MA3wS4rqtHiM7T1v2tFQlR2tbHQSVD+yvl0EJSc1zIyix83E1X1sb1PpgfvUZDZmypik8K4DCI0zvz7uG+8N99IQqHqO+z42ChTu+7zQ7lp61QN+Z5DzzjrYu5M3PhwU7TXNcVb7QaGZ9y25nddfR9E0GuoPHytJTzUNfVSXAbm2lCNCHjpeo+tvv6ySlCuw9RMa7wLahia4fVGUCO3Qco6fOl6jhwRKtZ6cJ0AhZNUEj6D7zukcMGuSn9akp24hdo/UraVPOSHXK0E5bBhUAmvDtuGqKnubL57hOtVYM5hB5Hzl61gLrkwcWRNKccmwp6BC0jLkX2d63Ja53rpJnYhyrG/Yw+avVRJP7VOj2TQVBex/52mYcUjcDYM5AsuBICerkMeLVEwBstUNeXkJaHzfL4IYHj82Y4Y3YeUw4q11g7yI0+cAth+WtH106W0fXC6GZv9L8mkCr4TAJq0lfza8coMflmNg50I/LcHvsfzuuO695keJKqlXqRkezn9jMtaote1nwGJ6fu2PxIFO4F4yolgUNlvPiFfh/1l61jBej4PmzFSpYcf6EnGc1Y4PdR9vgWSA8KwzHH9h3dnM0wopkXGRhqKq69Vkgo+eDv7reCgjWdntnxpPG6jJaPYN0+WpZAnflavm99K11J419tHpmY4tHYE8gSD5wy9G78cU0t2t/Nc2oJkIBusltdKJUsh/4E3heXmrN6iwQeDnj1SfM7VJ/rfpYbUJnwmOCzEJcvP5fhZc+DZfr3oz/XM3Z2l69X5+rQV0MfUmHVLDhdjSR5bIWXf3bGlPgCTreOLGlg4W8jiWEBEquw4QweyfNJcJCiwXnmVXB3knLXGf3tIDSeg8HjCfdflVVR6O3nRvNygVg09HysYNcAAhzfWAboOZGW+oDABhb4N2kBNgxbFIdT0uwHpuCK9SfYpY1qEl2UggiaV5xqzPnLnl5Gq/eQ0l0XsR7X8wAa5Bahk3LjUAidWr9fL3n8/f6N6+d3vfOc6D2s9DEJnVPWJg3jt597Rgf52VmHNhmbeFrO++IjPdA7s8++lS1gl1zXNpiAoEJFCl3hdY+yw+3rXnO04iQD9wQQpMP3HLYpGXR9U0u+0tnS4Tw0qAlePaFLg1as/2UzLZZPi31J+Cba3ny5/3o7Vorx1HUG5k+vYAxvj+bk40MPWuBTfCqjTcERBq+Wg10nb4SorZN3QlMhKoZa59UQ2fw+LLLQOMYbAz0GD+7PuuBnffuyW3jZ2fjqt/tfx2zZpVG/b6xi8hLxKOWDD7Plgi6z2htpWvBmJDlos7CGBvGBG4EockHtgXN/tZ87OCx1hQKtD5584WqZs0+e0afaZuFgplgMOdaDcrztGADZx7z6tEYgmkGkLtk4WnJM4F26JZjv7inAasVQMdC/dJePSogWDv66p0XtKftVmtLGYzZdiv5Av0bDfF9vMBArY/jIgzcNjbPV6klfbYcAMAUrRBmMRiNBSAVC4E8q+HBY8XHXie0GR59oJS9ul588msrGN75YLtLXCBwjQiSD2wLmv3kjz5QEnik1DFLDo+cbJfU7VtGx+hUVQAk0YhN0tOplCVCUNI2uEQjaDTMLJHcNmHPN0PnpQGSl01OtcqOv9hph0fOni+6Y9LHrMY5dYjUu75P8FAhi+usqtacrec0Yl1hGuyUvnO7OoFuqds+I2JvhUSmPvGYsYXEyjV1ShtNqDCtnoXQgbyf06KFdze1qYCr6xhdOlve7wpANcDowikMDx1vstiV1SX1ipNXvgOjzz00O06BwCYR5vrAtmJ04VQx09eRwY353oLslpZq0zEFZHGgm/pZldR0Emfi6SxX6ppRXWQiKq7bIrM9fzFre0Y6ql2y+d6sARxF7rWdk8XYMSY8dmFoUB9D/dp2rReNr4IBuxS4DfbsPCGkLzqe78EpjPXe6vvulCFTtwZfWnkeUy9VsrVrJqKffOw2rtPc3VRpPAEuX2n3YGBho85GN7p0trOfuxF8Y7YHCcCHjmP0uYcwvP2+2XEKBDaJIPnAjoGluh2trRStPqV2WZBFwLFMa8YAACAASURBVKtJlf2qXkAT0BIDa2m6bWjHFO2QhEbLMzTtqePrbrbu5Kh6JjzPzF8RoWgbeVvexhxcdUmQMc9CwX3kT6/sVNqu47IZYYmtAl5/uT08Lmpt8I5pX1i4UmHHe55stmcfu46JCnVmKdi/rxUSrA51S1hWOo1+T6ldXrp6hoSnmKYD1494ewI7Bk2q2zrQCDkXLYYJrgnkms6Su0ZzVzJZ65IxwA9+U03RzK4cxOVpmka0HEw2FZJhTXJGExXNXf3E2h/7vy92gOGZ6LXeeRv79Pm82VdtbVDrQM7dfdC539xmFlSA2Xq9NnnxC/w/L43T+jzhyXseBhbgTGjTVRl2HVudTCCYTosWf+EUhnfc31RrguxobaVJCmX1NOlqA4HrRJB8YEdhtHqmMWE2ZvDGF5rbidZL3eoFWbHZFZjVdDtZ0Qbt/2oxYGiwl50307xqtrpFrOdX5/uyGbzv3nx9Yx2gSHZPK/aOcXkVjOYJBEbaEzLNm4ZvY2J9Vr+2FyxpsL6bwKHjo+1ht4Wn1XsWEovdUEsKCzv6zmkio1oQayxN+j7as6yqsq59PAGWlxrtffTkud6c8h3SD4IP3CCC5AM7EqO1lbI7XUVaLdDVlPuWZAGzEe3N8juagNkMO80lopnvZVBSUp8yT+6s7Xl+d9Yw7Zp5O9ep/99y0Gs7rWyfqVw1TTtmpn/tm2f29/rZ58LQYDTOFNdnVeirjzVuFTgGDrkadGe3PlcNC1NsjUm23Ws163uvBYThoeNtHRZNz8JelYob6slzxV9PiJzygVuBIPnAjsTw4LE2K9hATMJA1xc9Ea2Mg8eA9n/1jVpZFRD4nF1vSFI316HXqqas/3OdRtzWTt57vGMGrv3/KjQwUc3TaHlVAMcfqFXEG2vWrvkeOm7z1qFzWzQ5DFsC1KTPgXfaN4U+T891Ye00Muboev5jVwgLhjReo9UzreZfb1DUWFbq5zk8crIE0dU+90DgViFIPrAjYVtrAgAmU+T19a4WxZvVcJATJ7BRM7761JmsmPQMXoYyoJuuVTVwrssD39fKjCftigE7z0KECThMMJ7f3Qs8Y4sHm9C1LUrGXh57/s7BgyqA8fOwgEkvhwATK5O6Jxi4wW/SFh2HRNdqv4ywmegViTIimg+e21m3yZa8NVYRdtkMqhJMevF0WQ4XqWYDtxhB8oEdieGh48A0N/tip337ysS5vNRdkmawZUpsgmZS54mXfa5MPlPRztUvz+SjwXXA7O50DCYhJUVPa2aNep7AYH1S1wVDSYx9z9oHvobvrZaIvgh8r09Aa/Jm4YzJmIUv/q5BdNYmz3owzV2iNXDWPf60sdNnq4LPpE6jrPez9yilNho+pSIQUFvb3RYlTXMgcAsQJB/YkeB9sTuTsAVAGakD7aRtwWBqTjdwPRyR32ieznp01dyU3Fn7ZpO51c3X2TVeFHyfL52JyTMjc6Ca9lX7rUSu6+89oted8FSQ8IQhb/e79XErhHFddT15eamQIBNwM97mrqlmny/Hauj9PZeKldMAQe6jlblytXWPTCZd1wnQFVpQL3urtxg2E37ev9ykpo0gusB2IEg+sOMwPHQcw9vva5OEpDob3ng8q8HZpLs0aAmUTab23Sb45aXyx8TGpmlZApZNcGBSBXwtWM30bDmw77olqmeGVnOzHrd2eKTc15Z5fnpGReOpgYPcD65DE/ewK0PXpmv7pkKy3I6aVDMTvd3fLDWar59JXDPcaYCeBcppH03wO7C/HK+3dh2trZSENqtnGiFzdPF0WQ1i69ufOt8Ii6NLZ5ttYje7c1wgsNUIkg/sOIzWVspkSVHqwyMni8lUg7ZMm2ctV33vvPnHeNIGrqlp3AiHjiUzvRrUn83EYtdxvaqha12sZSvpsi9eTfpeAB8LHtYerkePz6vLWyHA9/HgtYfvw3VnGutpRrqyXrRlHq96XJPFLGgwZd/eBc241wKHxQUAXcFLrSu8aoPjK+p3zJZ1Do8+MNNX9rU3qWmB7gYzPUvmAoGbiS3JXZ9SeiuAbwLwdQD+IwAvBPBPcs7/w5xr7gHwYwC+EcABAI8DeD+A8znnSc81bwHwAIC/AmAA4N8C+Jmc8z/ein4Eth/Dg8eavN1NLvulQdfUC6CzrImXZ3E+cYMRwhSzhDvJovFRY4ywNbiPz1s9RipTR8MH0NlYRgPNuC7WdPsCyzxyU+K2Ty9y3rsfY5oByHF1LfReR/3zXCKsUXM/WchhQub16Z41wnNxNPeZtoKBxiFMyIqwvFTcCWwxMEHQGT/Wyr2NloCW9C19rW6vHAjcKmyVJv9jAN6BQvJPbVQ4pfTtAD4G4I0AfgXAwwD2AVgB8MGea94B4FcBvBbALwL4OQCvBPCBlFLYwhYATPDNsUPHu5HNHF1uplygG0SXesiRyUQDwDwi1AAtPW7/a9S4BrkpKXrBeZ5vnk3adm6jgDdF6qmvL6COoVHwKiT0WSi0jRz0qNd6dfC46330WhYm+B4suHH9LEA0roXpbK56EwasDYNBeS9VuNlsytmlCLoLbA9S9sxx11pJSt8C4LMo2vg3AfgN9GjyKaXb6nIvAvCGnPMn6+MHAHwEwOsB/I2c8wfpmlcD+CMAzwC4O+f8RH38JQB+F8BRAPfknD9xA3341Ote97rXfepTn7reKgJbCEsy0iH8Ox8shD+ddid2JiOO/mazvWa+61uGZlqyarpKht5x3cnMq5+1WoWSuQWbWdS/9Ukxr06vbqvLrmWY9myxCHZvtY709c1b5mZj07hQ6v/NJ66avkbY2/01sQ0LPZ5LhftrbbC+WV+5zfZeGdFbOuMqIS8vIZk/PhC4ybj77rvx6KOPPppzvvtG69oSTT7n/Bs55z/Om5MY3grgqwB80Ai+ruMyikUAAH5Yrvk+APsBPGQEX1/zZwB+ov76Q9fZ/MAOhOXxBupAvDvuL9t0rq202hOvc2YS5yj5JGTNEfKeyZmjtlm79UzVjdmdEtew9UB9/kqCqllrRPyUzMZegJrVvVHAnael2z24b0y4TMK8phxAZ6kho9F6KYaAYyd03wFPA9d2svVG+67ntA7LWmeBluafb+Ig2n6MLpxq/O+j1TPNHu/W9kc+897mPs2SuEBgF2A7Au/eVH8+4pz7GIBnAdyTUtq/yWtGUiawIGgilusc3qNLZ9vNa1irVcLmpXWeiVvXR/eRJ5uFPX+2tcES2WgkubXBjjEZJSFDr51e4Bwv8dL6PTLnIDS+rhPfIJqzBSqq4MIrGfiT67NxUI2c+zYvRkAJnYUovpbum/vcCWzJMZgpfjJF3r+vifUYHj7RrOQYHjnZuogs4c2h4yWhzZGT4VsP7CpsB8m/pv78jJ7IOY8BrKIEBB7Z5DVPo5jxX5VSev5GN08pfcr7A/A119iPwE1Gx1R/5GSZaC+cavbebiZbJjcjFYrc7oDPU45yAK0W6mmOdh+9n0E16r5rrWwWMrTjfZosa/NZ2rGZtmxkZGNftC5L61vKx8GQaqFgiwZHrdu9PM1dBa/GRz6ZjXvgIVoft+4EK0cul3RlvQgKZqqvXRHp6no7vvW+BfZu5StXu9scLw3KjnB1IF0gsFuwHST/ovrzSz3n7fiLr+OaF/WcD+xyjC6eLkuTzFS6NCh++ybCPnc1Xi+4zMgVaLVwXpJln0Z4ttSK0RegpuZ0DSzri343NwO3l8lKl7Jxnzw/NNehqWSVINWsz8INjyNbTOy+fcKMoY/QbVkbjwevFuCxUM28T4jyhLKmHxQnMahaDd2OVakIjk+db5a4jVbPID3/QClz5SowniAvL0Uym8CuxE5cJ2+/1g1mkeu7Jud8t/eHEtgX2OFotHf29Yp/tfEfq0Zo1/FyO74GaEmN/f2en9tDX9AZf+doe08AALqEbm33IvK9ttl1as1QIYDv612vQpKZv+2+ntDAZbmNHUGGnhPXZ+W4/33EzW2e146r6/V+7qmNMaivaWI+6npMeGzWsptm/9T5ktTm2cvd84HALsGWrJO/Rmykdd8m5ez/f6++5gtzrvnyDbcusOMxvON+oKratLcGjgznzGdM1h0NE7SMDkTA9XmKrnbJkSPHTTDwyFE12ZzRrptXk7po8RwsZpgbBJi68QoqIOgKAK7Hc29wfc3yRZR2akxEzmX9+fISADL9285szdjkrvmeidg07joIrslkOBALgFoU2LIxGBRh4nkH6gQ7tQZv4ziZtslq6mvUzz566nx3bbuVi+1hA7sM26HJf7r+vEtPpJSWABwGMAZwcZPXvALACwB8Nuf87NY2NbAjUVXAeFy0L15eZiRqZMLEBHQD43gNdrM1aO4SSp9fX03KRsTzfOQVERqTk7aJ67B2c9pYK2vHmbzVf66R7jMBbalL0F58gEbcqyVEd5LjmAY7pwRtY5hpvO0Yt82us2RIU3qejcBRt6/OGd/JMz+hTHm1oDJaPQMs1WveB4MSzNmz/SsT/+jJc6HFB3YltoPkP1J/3uuceyOA5wP4eM75yiavGUqZwIKjSXu7NChaI5vlDepjB2aj2bm8pT41s7QSq11jn0qQ6lM28P99Jneg3/fv+faZDLm8d5zBLgw2iWciWid6faat/J0tJDWZZt07gP36XJ/dc0yBdbyGPSU0G8Tw0jc1zy8NgP376jGjpZQpte9HLTQMj5xs/PSjx99XPje59j20+MBuxHaQ/IcA/DsA35VS+no7WCfD+fH66/8i1/wCgCsA3lEnxrFrXgLgR+uvP3uT2hvYYRjecX9Z8nTxdIl2HlTd/OSs0WpmO49MgVktVU3tBvZxe37uPugaeg2c64vm53t4AWlWl33akj5dJWDXMvFau7yANv3OFgezWvQsUUu24xxnjrM6PQsJB/txfeyz5+v5OnMlTOttic1VY8ICxTdYZPzo8fdhePhESa4UCCw4toTkU0rfkVL6QErpAwD+Vn349XaM087mnL8M4AdRcs9/NKX08yml9wL4PZRsdx8C8Etcf855FcCDAF4K4JMppYdTSisAfh8l293pG8l2F9g9GB4+UdbMW6KcIydb/22NElBFmnXOsxora5ZKGgY77u0dz2Zy3tXOoKZzJicmXCa1ecvc+lwAfcJG44t3TOXaP4aRstXdtxmNl1DI+stmdLsPW1PYLeEh1xq5ZvGrSEDgQMr6nC2x7AhrFPA3vOP+1re+eqaY8wOBBcdWafJfB+Bt9d9/Xh87QsfeyoVzzv8MJf3txwB8J4D7AKwDOAHgu7zMeTnn8wC+DWVTmu8B8D8C+DyA7805P7BF/QjscIxWz5QMeIeONxHRzXa0RvwHj7WEbWQHdJfG6Tn1kTPZseme/eF9pFzR/ealm9XrlThZezZS1EQ4ukMdn2P/tLbLay/fS+/HPnR2jzDhahQ7g90S7BroW1poQtqANHI2xwNUprvfgVl1RhdPz/j27f0BNm+mDwR2M7Ykd/0iIHLX7w4Mj5zs7OwFoA3y0mjvvqhxDrRTMPErAfE9luoI7j5zvlefnVcN3ouWZ8uB/q/Xcx1eGzx49Xv1mZDTtzyQg/pUmGAritc/u4brYFeDafQmnLFf3jCZluA5y5mQi1meNztqhMFLZzvvTyCwU7HjctcHArcKo4unu6ltUWvy87Ze5e8cWMdaMAVnNdAAvI4QQalfNYrdu7+BNWL7ru1UM7yV47Z65/riCBjWTzPj2/We2b0PGgzIxM3JiayuvnHp0/gbF0O9OY+Ruvn5q9YSYNHxo7UVYH3c+t05Mv7SWeT19SY1bSCwlxAkH9gVsGA7oLufNyYTDG+/r/naREB70fGcAY41TzZJm8bupbz1ovjZLQCgybPOWrddz5/WRjtmZdVf3Ufaala3tlQUhKiuAnZFMHl2doCrWn+43aPPJWBgYl8fd33wdty0cS8PvfXb1svbToPNEjvqj0Xbc38sWl7Xuq+eaYLrHnn64ea+/L4EAouOIPnArkAn2O72+5o18qOnzmP01HnkA/vKuUPHW2Iy2BItynjmki2TB5MUk91ASHxm5zkSLpic2dKgAWpWVrPU8f35GAsjfL2SN5vCWYjgIEDrg/1vfdBjPC7NvXJL7Nw31dxt3HJu67b+8vp7u35Qtdr60qArONgad9QkfvQBjC6c6l/r/vj7cO9r3t2WP3yiLL8MBPYIguQDuwrDwyeA/fswunS2ySV+713vQjJCq4mvE1Rl2qOtu+Z951njZoIyImQCsuNAV8v3zNu8Tl+1YNVyuS3eMjn10zem+ap7bzbnazIaPq/35ih4Sx6jpvi+PrPPXXfI0+s1aE5jC6x+y1gnY5WXKUHnYFD867VVZ14Q3SOf/qnec4HAoiNIPrCrMFo90wbe1VH2aX2M0ePvm9m1ziVXW+PtrVHX/PV2jn3XEyInEyyUyNlMr2vQeVkel1eTvAkcngBg4Mh5Bafz1eA3HRc9xxYDFXp0GZu10+IXNIudteXqejeqnrepBcoyxJTqfd3J705jmy6XzWKGdz7YJLK5VkREfWCvIUg+sGsxWltpNxpBndPeUpeySbhZ9jbpau4cUGeEpT541obZd16RQAC09amZ3eDtAe9912VuM9p7fR9rK2vp3H6zVrBFgdG3nM4jeB5HE3JY2PEsDWxhyBnYt9zWYQTPOQtqgcWSHDVuB3uO9faw2L8PuLrebPs6PHISgUCgH0HygYXB6MlzjZl3tLbSmn+NKGw5FpvlLTtaIvJWzZoDy8ykzZHhrPmrJmzHFKyBKzlywhgvyl61ZMNmEutwnSzEKFmrud4+LahPkwvpigBuV5O7vmoD7DjwUVwgw8MnmrqaYDobl5wbV83w4LGIlg8ENkCQfGChMHryXElZapuJqD/adkVjMlofU1DZtBUCjMgyEaJn7vbA9wNm/exWRtebG1QIMO29kjapUOGtKrBzem9NEatllfRVczei9pb0Wd/ZlE/Jazr9smC6VCewmUyLkFal4ndfW2kC9jpBdsvbsYlmILC7ECQfWCg00fU5l53JeN95oGtm1lSrDDU32zHW2vm8kv/M0jYnQI7LsXbtBetVaZZMtW7v0wvkY8FCVxF47fc2lwFaC4jmG7BPa6/636nto7WVzjXDwyea8h3/+ZWrzfG8b7lNYRsIBOYiSD6wWFhfb031S7Wmxz50Xv/OmiZrx4alQRvRbaZ+3jaVNVw2VTM5cvrbjfamVxO5ki6b6nV9vqe9DwateZ3bx5/cF24HWyL6gghtXXuzve+0Darj9tle7kD7vY7itwx0w8MnkJ95rgmsbHztORdCf+p80eKPnCzR8pGpMxDYFMLeFVgsLC+XTyYdS49aVS3pViTfWpCap90uL3U1bINHxErSGiGviW60LquDTeOqnXcIV/zevO58mgFMuvValr8ZLd0x1TfX8fHcFXTGk3Lt+rgVpOz+dj+gHOd0tTbrTKbA8lLJYHjlKtILntfctslcR/sRjC6dLdH1R07OJL4JBAI+QpMPLBRGayslUY5FcXuETmlRO9uhsv8YAHJGurJeIr9ZY7b1+PYdaK/1yN9IV7VP1YytPs9Pbt85oQ+Xkbrz/uWiyfPyP1s+yG3jNuhqBLY6sGY/zS2xm3XBxoSXF9qSRVpyl60NtRVhdOEU8p9/GaPPPTQ3Wt5IfXTpbInCj6j6QGBTCJIPLAya3cUuna23m81l6RYnaTFSMiLiZVydJXR2fNIlaCM+jSwH/K1RzSQOzJK2xgVoPdweK8+WBm6XkXH9PY0n6GSXsz5yWW/NvpdWVwkeIDcA7Uev6+QHVdHIqQ/puStNgKMJZI984R815zcTLT9aW4mo+kBgkwiSDywMLG+9JckB6jz3FrUNFFKyJVxAS8LsMzaN2fNj6xI7Xp8uRNsLrlP3t9f/q6rdbpVh1gfPGqDJekzLNuGG78EWCC7rCSa6ocw0F3eGZcmbToumXqVGyBoeOt5tp+0UZ0vgbAe5QCBwUxA++cDCoFlfDSJ8IxJbdlVVXRK27WM5LS5rsuMJOmlxSaPPS4OiMRs0Ct/A2r+XhlbRCbibzhJux3Ug5aWNrbZOPnkvL31zv1zKalutbh0Hs4DUAkRaH89u/GPlrO1V6BaBwK1C7CdfI/aTXxwMj5zsauS2Nt62Lm0S36TWL89BcxykZmDTdl0+Ly8Vkjet2fzPXI8X9c5Bb32k37eEz/vf7m3/a1S+1bE0mE13q7EF3Ee9t52z+0ynbZ313u333vWuQvRW3oSgOm0trq4314zWVpoNZgKBQIvYTz4QcNBsRXvxdJvjvonoHrTZ7YAuEbIP3MDmfCZAI8bJtATlsQ9aNV82gfM9rU7za6uJ3O7DaV2BljA56Q2ZwGfW13OQ4NKgvd40by+GwO7Nfvhm573a4jGetMvkLCtdbZpP5AoZXTzdBsxdOAU8d7n10wO49zXvDoIPBG4yguQDC4POVrSHT5SlWdPckH7jZzei75i2q9nANF5LzwTN2e+SHDfMM8Vzfbye3DRsXXOvgW8aFMd59z03AdBN56vBe9o+Gw9O5wt0BSUbg+Wlkm9+bQVYXsLo4mnkFzyvWfsOoPG7j546X4SBOotdunzVH6NAILBlCJIPLAyGR04WAnnqfNHkL5wqJGSBePXa8k5ktpHztDZzLy9187l3Iu6J0IHZ46xdN/U6wXt8nsH53L0tW1mgYDO7F/DHwXSdtlZtn3S/+SkLC7U53uIRbDmeuSdsbK6ulyVtd9yP0ePvK9Hy/+bHm3s2RL+20qaonUwxfOU7yrEIugsEbioi8C6wMNBlVU1kd01Ktv/88PCJLqFaIJj5kjknfMpdjR/omrX5mOeH99aa2/+aL954nd0HHESnEfGs5ZuZPGcAFECobde0s537S10djb/48vOBfcVNwcl3Ju3WsJykpneZ2/p6k43QAiQDgcDNQZB8YOEwPHgMAGayog0PHqu10XEhmSbd67S7fh7oBuAZBhWwVLXpXIFWM84ZgAXSGdljNmDP/uclbioUWNCfRaJb8GAF0sjpf46E13XuZk1ga4MFIpqgw9fWdTVadlX3YamOnr98tZsCeP8+oKqajWNGq2eaVLWKJovd5x4qz+MG9oUPBAKbQ5jrAwuH0aWzHYI30m8jygf1zma5m+AFmDWve2vMOQ3udNrmYjdooB2nemXzufrWNfDOzOOaajfn2TZzAJ/e3+4HtMFz5l/X9Ll1u4ZHH2j7uTQo19l6/f372jS26+MmeM5iIjabqCYIPhC4+QiSDyw8moQrVSrkn8oWph2tmQmPSa9J9VonpWGit8C0Jjivasl5MPB952xCV98+m+YBP0Md+9rZysBZ7Tq+ddHqNZiOyd223AXa2AUWMCbkEhhUHVN7k4cgEAjsKATJB/YERmsrxZRsZGQJcNh0PpPaNrVkyvnrmZTHctzM9xPa2lZ99+oLZ8LXfeQ1Sp+j+u2ThRTT5rm8puFtlsTV99y3XNq9b7nd3nWayxp2+m5+91yP2fDQ8TagjreFDQQCOwZB8oE9hdHqmS5Rsj/bCLjx1efWtM0BbHUQWnOuJsDc5we3ujnzHTBrWmfNnf+srZZ4piFtSoDDeeM7QXiYXTuvQoW5HNbHTdxCPrCvfL/j/taXfuFU8ctfWW8I/97/4Ecjj3wgsIMRJB/YUxgeOt7daa4xx6fWvK7BdhxoZtcA3WtSQjLCtPq8fPRerno24+vafBYMTBvnJX4afW+avGX4M+sEL8HjbH68yQ5tKpOurpfjy0vNvZrtXgfFF4/lJaRnL1//wwgEAjcdQfKBPYUScEdL0dS0XVWzBMgm/EyatWF93GrDtpyMSRVoNX6g66vnADzW7Bl2P/4Duv3g9e+m9atw4gkJqAPlmvz9VWN+H10622rxl852y9dEH2b6QGBnI0g+sKcwPHISWBo0qVhnNmLR5XSs/bL2bVgadAPwOH99jSbbnpn4gW6mOw6k09S4BkvYY38GNt+zC8LuZcvkjNjXx12rgY1JSiVT3YVTveb30ZPn2t39iNwj6C4Q2LkIkg/sKZSI8aolJk6Kw3nidcmaacC8dG0ybUmzqtro+vVxsRiMxwDafe47QXLsQ2ftnV0CGiVvdRhs2R6ntgVard5y49v9rJ2Dql4SV7Um/aUBHnnsHzbj0peJjiPqR2srzdr4QCCwMxEkH9gzGB48Vsjr8pXumm422TMpepq1acic8rYmzdGFU8XMbRrv/n3dOqvUBsWx758D/3Rpm2amM7Lmte6dc9NW68+5JWBeR89r8OvEN5hOO4S92Ux0QfCBwM5GkHxgT2B48FhZKgZg9NT5dvnX4ROz+6ub5t6smef177RcjczzbOK2HO3NOnMTGHj7Vl6Pz2RvWjmvzzetXJPeWF0mJPBOdrpnu2cJGFTAlavtUjlO6BMIBBYCsZ98jdhPfm+g4z+2CHTNDGeka752y31v6+zJT28a7/DQceT9y3jkM++dveeRk+3+6Xfc7++Cp5vJmMVgean1wXtR/bS160yKXE5Re/gE8vJS2eud67LrEFp5ILBTsJX7yUfu+sDCo2OGtu1oDx5rl4cB3Tzx9t1yxq+PgaVBZ7/6pu6ePPmMvLyENLlaTPjTKTBGrWm3y+8wpb3eWbPv5MnnRD1o3QlNzMAASORKqAUFy/aXrqyX+3P0/XiC0dq56x7bQCCwsxHm+sDCoxMJbtvR1svDRhdPt+ZxXpLGUfO1yXy0eqYVEo4+UOqWPPkeHvn0T7Vm9n3L3YA4Ntubr53N8XycE+l4m91YXvopuQ/qepokQLaywJLpLA2avgzvuP9GhjkQCOxAhLm+RpjrFxv33vWuGVP68MjJhuA7edjvuL8Qe70xS0Psh0+UzW2uc2OVxlXgpb5VkzunoTWNnoPsWOPnDHpA2eP9wP5mZzjuX7MEztLRXjzdxCVsJKwEAoFbgzDXBwLXCCb44dEHZoLlgNZ3jv37kKvUXGNBelvis04JuHwFeX0dr9F23gAAC4VJREFU6XnP6wbLdXara83pDWy9uxF8s4kOmkx1w8MnSmDhkZOd3PNG6KO1ldYKcfE07v3LP4JH/uRnbrxfgUBgRyJIPrCn0LfXebMuvEodTd0IfkswnpRldfuWkWy9updf3sqi3kGvzidfytE1dmypxA0Mjz7Q+OBHaysY3vlgUx332baGBYBky/wCgcBCIsz1NcJcHzAMDx5DPrDPjZTfkvotAG95qbtLHQfRGbyIes5mV6XiW3/uMvC8Axg9/j4M73ywEVT6hBptz5YJMoFA4IYR5vpA4CbBgvJuKmpz/Oji6VZLt+xztjEML6ljM76Z7y06vqqKb39pqRC8ZKDbzA5xQfCBwOIiousDAcKt2DZ1tHqmmNXvfLAIFBbFP6VtbYHuevzVM22aW9P06xUBFjlvG8vYsr5AIBDYVSSfUnpVSun9KaXPpZSupJSeSCmdTSm9ZLvbFghcE5YGZf090JjfRxdPN0F1+cA+4MrVdjkfYbR6piMADA8dB8YT5OfKtq8RJR8IBAy7huRTSkcBfArA3wTwOwBWAFwEcD+AT6SUXraNzQsErgmji6db8q6j5pslfYMK6eo6Rk+d7+4UBwBVKgF2jtb/yNMPt+UCgUAAu4jkAfwMgJcDeGfO+Ttyzn8r5/wmFLJ/DYB/sK2tCwSuEaMLpzA8eKzNc2/L+upUtbYF7OjCqXYjmcm0ZKlbPdNuQsM+dW873EAgsGexK6LrU0pHAFwA8ASAoznnKZ17IYCnASQAL885P3Od94jo+sC2gBP1eJHuduzeV7wdjzz9cDlWB9jde9e7kMaTdo185J8PBHY9tjK6frdo8m+qP3+dCR4Acs5/AeBfAng+gG+81Q0LBG4UvFRvhuAPn2iOpeXltlxN5o985r3FL3/wWBB8IBCYwW5ZQvea+vMzPef/GMCbAdwF4J/Pqyil1Keqf831NS0QuHnoLIeTgDrT3GMJXCAQ6MNuIfkX1Z9f6jlvx198A/fY/9hjj+Huu2/YOhII3Bq8FJ339fE/+CzufO2rtrFBgUBgK/DYY48BwKu3oq7dQvIbwXKCbhhg0OfjSCldee655/Doo4/+6y1tWeBmwywwf7StrdghePTRP93uJmwW8dx2J+K53Rq8GsCXt6Ki3ULypqm/qOf8bVLuevAHQL8QENiZMPdLPLfdhXhuuxPx3HYfdkvg3afrz7t6zn91/dnnsw8EAoFAYM9ht5D8b9Sfb04pddpcL6F7A4DnAPyrW92wQCAQCAR2KnYFyeecLwD4dRQ/xdvl9P8M4AUA/rfrXSMfCAQCgcAiYrf45AHgRwB8HMBPp5T+GoDHAHwDgG9BMdP/nW1sWyAQCAQCOw67QpMHGm3+6wF8AIXcTwI4CuCnAbw+5/yF7WtdIBAIBAI7D7sirW0gEAgEAoFrx67R5AOBQCAQCFwbguQDgUAgEFhQBMkHAoFAILCgCJIPBAKBQGBBESQfCAQCgcCCIkg+EAgEAoEFRZB8IBAIBAILij1P8imlV6WU3p9S+lxK6UpK6YmU0tmU0ku2u22LjpTSy1JKP5BS+pWU0uMppedSSl9KKf1WSun7dZ8Cuu6elNKHU0pfTCk9m1L6/ZTSsZTSYM693pJS+mhd/1dSSr+dUnrbzevd3kNK6btTSrn++4GeMtf8HFJKb0sp/U5d/kv19W+5Ob3YG0gp/ScppX+aUnq6nveeTin9ekrpv3DKxu9tNyPnvGf/UDLm/QnKPvT/DMBPAvhI/f2PALxsu9u4yH8Afqge688B+CcA/iGA9wP48/r4h1AnbKJrvh3AGMBXAPyvAN5XP6sM4Jd77vOO+vy/A/AwgBUAT9bHTm33OCzCH4A76uf2F/W4/sBWPAcAp+rzT9blHwbwhfrYO7a737vxD8CP1eP3/wH4BQA/AeAfAfhdAO+VsvF72+V/296Abe088Gv1i3efHD9TH//Z7W7jIv8BeBOAbwVQyfF/H8Cl+hl8Jx2/DcCfArgC4Ovp+AGUfQ0ygO+Sul4N4HJNDK+m4y8B8Hh9zeu3eyx28x+ABOD/AXChJoEZkr+e5wDgnvr44wBeInV9oa7v1TerX4v4B+Cv12P6fwN4oXN+mf6P39sC/O1Zc31K6QiANwN4AkXaZPw9AM8A+O6U0gtucdP2DHLOH8k5/2rOeSrHPw/gZ+uv30yn3grgqwB8MOf8SSp/GUU7AYAfltt8H4D9AB7KOT9B1/wZigYDFItC4PrxThSB7W+i/G48XM9zsO//oC5n1zyB8pvdX98zsAnU7q+fAvAsgP8u5/wXWibnvE5f4/e2ANizJI8yKQHArzsk8xcA/iWA5wP4xlvdsAAAwCabMR2zZ/aIU/5jKJPXPSml/Zu8ZiRlAteIlNLXori5zuWcPzan6PU8h3h2W4t7ABwG8GEAf5ZS+i9TSu9OKd2fUnq9Uz5+bwuAvUzyr6k/P9Nz/o/rz7tuQVsChJTSEoDvqb/yZNH7zHLOYwCrKNsnH9nkNU+jaJ6vSik9/wabvedQP6f/HcW18qMbFL+m51Bb0G4H8JX6vCJ+n9eO/7j+/BMAjwL4v1AEtLMAPp5S+s2U0ldR+fi9LQD2Msm/qP78Us95O/7iW9CWQBc/CeC1AD6cc/41On49z2yz17yo53ygH/8TgL8C4Htzzs9tUPZan0P8PrceL68/fwjA8wD8pwBeiPJb+zUAbwTwy1Q+fm8LgL1M8hsh1Z+xF+8tRErpnQBOokTwfve1Xl5/Xsszi+d8HUgp/VUU7f10zvkTW1Fl/XmtzyGe2+ZhS94SgLfmnP95zvkrOed/C+C/AvBZAN/UY7r3EL+3XYC9TPIbSZS3SbnATUZK6e0AzgH4QwDfknP+ohS5nme22Wu+fA1N3dMgM/1nAPzdTV52rc9ho/IbaYyBWVjw4sWc87/mE7Ulxqxmf7X+jN/bAmAvk/yn688+n95X1599PvvAFiKldAzAQwD+AIXgP+8U631mNfEcRgnUu7jJa14B4AUAPptzfvb6W7/n8JdQxvNrAVymBDgZZWUKAPxcfexs/f2ankPO+RkATwH4S/V5Rfw+rx32DP6857wJAc+T8vF728XYyyT/G/XnmzWzWkrphQDeAOA5AP/qVjdsryGl9G6UhBm/h0Lwf9pT9CP1573OuTeirIb4eM75yiavGUqZwOZwBSUxivf3/9Zlfqv+bqb863kO8ey2Fh9DIeWvTintc86/tv58ov6M39siYLsX6m/nHyIZzrb/oZh7M4BPAnjpBmVvQ8nSdS3JOQ4jknPcyuf5HvjJcK75OSCS4dyM5/OL9Zj+uBz/zwBMUbT8F9fH4ve2AH+pfgB7Eimloygv68sB/J8AHgPwDQC+BcUMeE/O+Qvb18LFRp3L+gMAJgDOw/evPpFz/gBd8x0o6W4vA/gggC8C+DaUpTsfAvDfZHmpU0r3AfhplInnlwBcRUn08SqUwLEHtrJfexkppfegmOx/MOf883Lump9DSuk0gBMoQWEfArAPwH8L4GUowvlDN60zC4iU0stRcoDcCeBfAPgdAIdQAu8ySpKcX6by8Xvb7dhuKWO7/1Bybv8CgKdRXsY1lOCvuVpl/G3J2L8HZWKZ9/dR57o3oE7ogeJS+TcAjgMYzLnXtwL4TZTc6s+g5Ol+23aPwaL9oUeTv5HnAOBtdbln6ut+E8Bbtruvu/UPwEtRrJWr9Zz3BRQl5xt7ysfvbRf/7WlNPhAIBAKBRcZeDrwLBAKBQGChESQfCAQCgcCCIkg+EAgEAoEFRZB8IBAIBAILiiD5QCAQCAQWFEHygUAgEAgsKILkA4FAIBBYUATJBwKBQCCwoAiSDwQCgUBgQREkHwgEAoHAgiJIPhAIBAKBBUWQfCAQCAQCC4og+UAgEAgEFhRB8oFAIBAILCiC5AOBQCAQWFAEyQcCgUAgsKAIkg8EAoFAYEHx/wNMdajtTIccowAAAABJRU5ErkJggg==\n", 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