From daf4fc0b6748a57c1b613211267b141c1f77f44c Mon Sep 17 00:00:00 2001 From: "Adam Ginsburg (keflavich)" Date: Sun, 11 Feb 2024 14:13:57 -0500 Subject: [PATCH] add 2d wavelength calibration --- .../2-WavelengthCalibration.ipynb | 1008 +++++++++++++++-- 1 file changed, 889 insertions(+), 119 deletions(-) diff --git a/tutorials/SpectroscopicDataReductionBasics/2-WavelengthCalibration.ipynb b/tutorials/SpectroscopicDataReductionBasics/2-WavelengthCalibration.ipynb index da7eea4f..11126b8b 100755 --- a/tutorials/SpectroscopicDataReductionBasics/2-WavelengthCalibration.ipynb +++ b/tutorials/SpectroscopicDataReductionBasics/2-WavelengthCalibration.ipynb @@ -40,7 +40,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "metadata": { "slideshow": { "slide_type": "slide" @@ -57,7 +57,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -83,7 +83,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "metadata": { "slideshow": { "slide_type": "-" @@ -98,7 +98,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "metadata": { "slideshow": { "slide_type": "-" @@ -113,39 +113,72 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "metadata": { "slideshow": { "slide_type": "slide" } }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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T1f8cNEkmqTSwaNfBHYB3bVIPOjYisTbMQl8wLszGS5/8yLAzvH4tIIAyVJnsOgJVWt1FAJuSwIeC00WxJeiYRxgVqVdeu5XwdH+joNwbA9E99pIqrc+1sYjci8i/eCxOrXu9LbsDuMgbGQ0mtJM1JkQbwHKgoBmyN+h4O1ZmIdvlEyliJrzrkee4WJPaynC4LuvaBtl8wDKgzBE/FwEeTS+/Js2mzPjh7fX3R3xMLWJuvHYzdfu+B15br+nKgoLBWAC/VIwwTVFSEAXfRYCAzJiVkvVHRDgQ9PS7CdTE8CHHtWkDuGSn6Zd/q8cmvJm4aez6IYs2i2ON9M0eKORxI/LPVtLmSXSvIjDrgfek7A7gknFQGZQs27BAgTfgEHu9TM3T4YETbXB7g1kLrpp9VuCy+lkrw9vUWA7rehGGwgMlXiafnXBRdomAI6++7KuS7E72FwLoLbskGNBAvSbqvHA2O0asg1fOOq8BcRTsXSrJ+KMIfCL6tbE2aqfiZmbPl41ewFb5Hkzd++N9sdkaU207vK4oFiBLMBooqyXeN+k8QeZvgewO4OKJR31JQSdMRmeJvuh8BBI8559x2BrjYAEdy97o2jTGxXJ8XCcv5wV8WceyQerR2vV+a47XctYW8JJZldQfZW5cl6bbE401s9gwTUrngAUqLbvkOeu4Nl4y9kyVkuBbAtA8PV5gXmgQBJK4bP9E5WsxNkhZpL1sn5Z8kNP7+ni6f0uXfxP9kmC+dj5wQZ25/F2K6i0HgFCC2v+WTot6izJ5bgfXI4OipscLBNpvLahpQc5zEJ6Tk/U8lqWUSYvsku1yhoiX0+5HlGXJep4dVvlaUgJ2eNmMXdpTVkhfERG0N0ezPWL0eDntd3+/QZdqATLXsU9gsXidaA4itmhlpo49lH1EgA9yHvVnliD3Cmk3tD0YU2pyyL4+7iWy2jnv2CKT8AQ42vnAJQrAWtCx6mXaQxyTFcy8AKy1x6luLwvWsvPMoESycv63nATWbw1UpAKdcV2a7Vr/a3bJuhZzEjkBz17vWMbxafXk9WRZiehcVMdrH9FbHEiDvTnR+EDmQNteDCaj+a48GuuNA9kvGTCYDSLZOk0TB01eBinPJRvASyUL8NC5kgXkWf39cb4UZXwjza2jJB2Wz9f88JSED5VkP+584CKDCxGW4UcMCdcf/W3VswIeZ0C8wC/LW3ZoAZazEJptcmB7k1TTJVkbBBhYQc8CGFZ9brdsk5e1gpUF9rS+0MZSV1aW80BtBhT2esT0Rce4VsfqV619T6JsmI89TRBQx49ls2PrnmccZ9OMgVBYvhCsdeL1V0nwRAXaMD03/uZjFgy4sF3Shyifn6j5JmTLV7pza6b/LfVKXZ6vrPGWad6WZQsvVzrX1HbBjcyB7Hzg4qHFyKHLulZAs+pbwVwDEVI0pIsiXxlApc2WrShQioKcNcElmNFs1dgT6fi5rQhA1OyTOj0QqUkmM0ZssvpZlh30g/aVWMBBRrZoEgFcpDxy3gsOKBiraU+pWEApuqcZ+y5VNszby57vAUXF180TKcBTefNr9PHOKe150gd6A9Cher3kNisqcHQSH+141udp/gHZCA3IzgcutSXDqiDOuZbT8QCGxwR4ZSzghoAhzmpojIYGYiyQIVkLDZDJ3xbokXZEx7wPCSIO0QN5URDTWIGQmXEcpOZILH0IKIyAsQYuFzXeI+C3KMkC22zWPiiHBhrw1f6Z81571hjmzJTXRskbXLXjmUSr5DgiXiKKSiZBhu2aj8cF8oV7ZH+NJRlQvce4KFLTeVlsBj9Xoz1El/wKcoZdssBDJy5dKQKRLNs9uufpRsCE19faNUSAC2lf2ou+lRK55xposJgf7bd2Hah4DjBi0Ih8B2bpjsakJ2h/etlgynFeQldYkr0TEbw8pTJxCcYpC/i8MasdL/WPCCOQGQfWGEfmSHbJI0w4jDmI9BnanwhAHPlz43MGPDGVx0skOf92B3CZ4vA9QTN5LxPNDEhevm2J5pu4TZY+y2ZvAnqTsMuyNDYhasvTi2TUiMNFzmtMinVPI9st9sjTjQqScXvMV3feemxyEMw8qj953xCJri1ieyJBKewp4n2PB7U3yr5rMClamxorWEsy9nuMZ01pW52V6O2Q8z/4PlE/75JPmVkv21PZVwdoTZHIv3f/W0lmZ19GkvNvdwAXVLJOAKVqpSOQzIDn0LrzMvhog0ZDwxwgadk9ryN/Dyhfh1ZFJo6HyBGK1wIT/DiSYXssQJTBW/d/SnaKitf/XhBG+qMDwBG7J52qNlaknpJM0ztv7etRM+rkN5OmyqgfxDKJx54tSjyQgARVFCDWAqiDscMe6UWZwqmiPX0WAU6Neeh9k7EcYy3ntXM7kRj55OS+odJPakwtx8tXume7E7jUzHDVgexsmizJTjWA0x2XgMAKvB4jYAVsLzBLqpAfk7o1UCRttuzzABTKuEimyrqmiClDwKInEUCLAKwmEVizGKQsuGjnNHqDKfJ3JF6fa6C4HwucVQI+T4A4TK+PPLFYoEEZY55EgN3TIY9l97aUsEwjvwJm/Rbg9fRH9mXBKqJL86PR2M4mMBbo6PUkN/JaMUgD/QN/qjCzXjuoPda5UV+Ww4/dCVw6yaA/K0B6YGbgoECq3QqOka0eG2MFLu8aNB28bnfcCoAWjSj/cX3WdWm/NdCTCe5NM564XDSwxf/xMkhGKu3Q+k32WWkgJRoHFATIIkG35HwkyBiSx7JBN5MwIHOb/539Om80ZiMAbdoW7G3RxqnnF4j84NIBWutcZEdJEjfQOWHjqKlTmZ8ouIySCFm3BExrY8PyoxF44OAGGXORbaOENLo/CrgCZXcBl+jGeojWC+RRWauclV0iGVckGtjRMlitPe93lBFbtnjHo4CpBXGEadD+HoBBsaTigQkLbGkZGiII2EHHpybQRjxnD0ZWioLEgtboLYnGhDkOCz6i1y2t1bi2TKad1akCepD1kOBfnkMSLtfGYI+QFvj4vj/E15lts3mOJG2ReOAzk7h550vGWpRsonX570xyUTg/dgdwaVvbiURBlSjXuchglO2gSNmqYzkI7jy8QKkNQBmYLeCQASUqE6WwGFpZ7/r58SmBQl6P1s9dOQlkuuOaIGyZV9bLjuXvKAsanBOOJeo7xMFG1zroT2CNHpmf/BgaBNQ5Zr0DB9wzJAN+yVKMl61qc1CbU9m2psjU93J4oF0bn1qikPHVg8QlmE9S35Q9It7YK2GeENsz50tkETpB2R3AhcieYF62rwUtL2giAISfG2U3SpCxJoHGCFhta2U0xkI6gA4IyPY0ByIBhtd/lu3aOU1XxNCgooEUrY+sa0UlA5j763feNOrVtUBoqe2Z9hHgiLIa3qZM63g0pq3j/dgM2vQkG0ikIO/Y0PofzZKjYBqV9cTzfa4PnOXHZZTUoWL5Xus3EfV7vDRfYdlTCigjNjILfry564FlT7KsU0XZPcCFS2YwaQifH7ck40D5JPIyZKmL2yaZC26HPB5lHdHE1ERzAhLsaIFF04FkDxHgk3q1fvGYpsgu9P56Zdx7XPj4sVeejzXZZ1kgZvUTMm7Vc+Xr3a5ubfx3x7W/Nb0Zu+TY58c8XfNNe1xLKQneCJum2e7qdB5NR/yH3GORYcG6djLHPT2yfZRZG51znihFpWn0+e8lzaG+4J60re9zPN1PgOx84NLdLJnxa4HHCm7S8WhAo8RxRGyK5wQ1PR46l2BFq2NlSWi2ptWXfcf70LsWCcqQbF/aol2nNfk1YJrJIhHQhWRJSKCUfVNDipxrAlwjgSxtg/ElaGlHSfBAbbISG6kjssMC0rKdGoL6nVCP8UI87zpldp8BN9YclzLqx4IPP0ZJhnl9iaUz0xc5+4YQ35MBvJ7eEsCeFd4HCR07H7jIwY04MGuCeFl6lC0hbIDMjOUxeQ1R5iUnhsxuLJZEA2rItcg2NbBogTL+v5f9aHZrujMAQl5XFGQ9tgINNrUCWCaTNtub+AgpYg8KHBDn1ff7hD0kU0S739o8q2nPlMw2O2ZKQGy2LH/ZG8IYWO0MfAOwR8nT3/2tzf+pgR1puxPtxaIZXV7MKNHniZc0yzlh+csC23Y+cCEado616c0KlN4x7zwy8DU7LJsiPRESRwCIBDZee9qglOAuyuI8kGW1I89Z1x3Zj0gJCJnqLBCbagSWgc3Bq+QRZkUeK+1/K4uWZRA7tA35te7JosFAJBmwWZKsZaWkfs23FbftdH1aEPZ8UoYRWwTIH9Qp/Pp2xDAV3Velf2r55G3Z+cBllB07ThrJsjUpvRGWU42ybm5PREFqDIZW3mIsPMYGaT9iqqL2rSDFg6MGerJ0qVXGsiM7sWtl4VlHEgHyqB3UIUf3LCNekhHV4VIrMGpZvXeNFvjK+hxPolfOZ8Wbz1Yb1lLdlDHK66OJTMSQorqReW8d4/VgFg0Y36hfy75ssbfBGKtTQAbCvmh/J2TnA5daKA8ZrF6w539b2Ro66GVGKwef5US6erIdWb6E1bGYFiuwecwEwtTw67CAEcIWadeSYR7QjF4Lfp70fQV+EVgrK+/zCMQ7rIH1t9d3U+fYYEzM8pS590JBpE3+ezBexVt6o+v0mMASm6JzmcDt6ZN6tARkUDfxpCbq1yw9EkigrJ6lE0nkMpJNEFCGaCpwQPo98rc1BPEtiWvd+cBFiszWifyJhqJDiwrTJhqiIyon7bHAAD9uTVrpnCwwgNgjnZ2VuVj6vf5GMyLUXqsd/q0Q7V5GfRO+gyR4gmbQnyBrwMt6fY4yAdIW67empxYLlb23/PrRYGZd38CZd49JJz+YVyoRm1OzPc8PWj5tajslZTPjEClnJYlTQGDGrqzIpK82wIiYHcsvWz5lwbJ7gIsELN0H47wM0gI4WkCNBhOCLDUdUwcpByPSHsS5I6yFl9VIZkQrb7XH60uR9kd9pLEPll3RK9w15mgA2IxHGaX9ntRgMKx2NFDbSYZt8vR6Yo3pwf2csMyjjTOPOUCl9hekF+XwFxHYLoWgTE0WGCNMaVduUYFYJjNTwdFU4GaVs+aw9Mse+O9kgWNw9wAXKR3lm81u+vpiUpQEGiRDlcE/E2gsZGzpsgCH1Y7HXmkD25u0VhCV+jOOTIIMDzx6Tku717IOcu+lHg/8ZQUBxto5hPni9bxMFZWuTTRQIaIBU9km/58IZ1AyNngypT0EmPftAL6oH8sLCAFWgmCV8Y6hDJNX1+oLj22zxLsPLksBfOUaTehqiRt3rCe0FB+IJCLZdgLZ+cCFBz91EoCP5A3qCAo1CkBaVi7rejbKNuUxjQHgwUHaJwMH0iZC1cqAzq9Zs1/rj+iaLUEdnCbcXgvQ8HOWM5EAS2ObtPOerZlxiYCuqLw3JqIxWkMy9ywCpmHwBjY0ov2GgNfMJxaiuYG0nR07SFBGAo12H7L+Q7aLtIkwTVOTByQpyIINb86h97UE8Gs+qf8b3L+EgD0iBwiVsZg7H7hEkybTcQiy1NgBL2BbAIiX88AOP2YNXsmkWLYgg9/L7CJd/Ho0sOWV08pboECWt8Ryqm4m4lyvdg88wMn1RfcOkcjxWSzEFP3Iubatn9l7rI1sG5UpGX9/PyuwKt7c0WSQMAAv5RvoZUwAFJQrPHIcgYXMfIzqauetRMUN5AGoK7nvVkKL9M/ADxd8zLO03xFwqLYHvBk7oXfnAxciLBNFEHuEfpEbHTkIHgClc46CscawWHbJeppe5NqkXV5A4e3MlmxbNT2SvUAHuQUoNNDB25d/y+uU18t/W2CqFESoTmbBU3dkX8HbRwfHKu0PkQ47kgyTpY2rbD+XPpbK27eCKjLu0U8nDHTP9L/NNgKAhYjmWyx/Y/ldLQlCJEoWvDrWua7frbnv6ZT+MkqER8fZpnT0mjxf5B1DkgWkzZLzTHYHcOFBTws+vFyEOuUN9xgMWd6zT9ogJ1cERqxg253znE1GpxfUrTZUx+NQkRbQ0ECC1f9aH8jfvF8kQELEus8ICMkG1FE5J0B6OrKgVmuP10PsjQB/Xy77ReQKG3i7NjhoGADaSm1k66B9htb1dAzG0nw8/6x2VaAX2G2BfVk3uhaZ3JSwAJZYuhDfWRrUI0EAEQoqkHum6bJi46Ku2ZGdD1y6Sdhl+KjIF01ZgZSfQyaSvNkaI6AFRC/QaeWtwSltyzo5Xk+7bq2ctDPKkjKTRv5tMSTRtUTHtaCGjifPvhKg6wHMSIfVr4jjrzFuvHY1tgANjohkHmdGgH4nUabrjr3kS/ay1555D5DVjjcXo3GgJTiIZMuZc9jp32jeeyBMG5NRElsing/LjFEu2TGE+NrunCyr1a0AMnc+cOk6t3uZFXrT5MuvvOCgBSMJYKwJrGUeUrw2vYCu6bECbmkg1kQLSjJD0spb9nptaPW9bC4TVHl5qQcFUlpZeS4djACgVWKH/I1mZiXgy2sXEXNceF8TDjYcarao1zzTx7Yl3tiLPregSaosoL8f42A4QNvPzHWtLtJWlJQgjFnJ9SAgBU1ioza1v/nvRTMeHij09lRZALiCvTsfuHRiMhHGU0VIlqChy0z2jupGMwMJkqzJ5LUrz1m6JAPBj0dZggbiNHuiAe4BGwvta/dVskH8f6nTasvLziwpAWyW7pL+68uxOVALgES2ae2X6JbSJRza/cz0qXs9c8w/SMkAx0hPNpv37O19QvD+Ik2Xpi+qnzmHyJRAWNq2N9/QhKGm3RVYDFU8xq6dj8cMck17jAsgMqiMJp3xfD0STLkDsdC4hjqt39I5eKDAOsZRvoV4LfZHC+6WXk2nVd+yj5ePJrcFOD3AYNmhOWH+v3beAmqWDd5xS5DAKYFfDYeFPlliyVSWJLuPBEkQtP+9zLErU9Kf3hhcVEDR2s1k9hlgrrUly0+5zlK2qobUGvNaXAh1TAi/EZOl+inlkyCRLOIL7CPb8/2w84GLRfVaIoOp5yR5GyUTSwMdvD2NpZET2QJlElBYwZj/1gAFb1/7W+rUAr/GCEn9ll7rOM96LWYpYhDQ+6vZURKYoqxTu+9SNDDqgapBXW+9v5IriMZGVg8KFKcABe6cR3Mu+1SRA/6t8qXvkkKOyePdo7OZ+prI8eoB7RLdkW3Z+zyZ1Ul8Bwt9PNlcuiwBGADLU8KOoO0TUb+EaoFNy38WgKO0t/qLf/Ev0m/+5m/SsWPHqG1beulLXzoq8/rXv56OHTtGZ8+epXe/+910/fXXD86vrq7SXXfdRY888gidOXOG7rnnHrr22msHZa644gp661vfSo899hg99thj9Na3vpUuv/zyrLkXZdBpTkdl0bfllKM3D/L6ltO1GBiT6nXoYx7IZdYur8NjKjxmygoovAwHYNBkE7otp+Y5Yo8lMhkdg3mRv6PxgoIxF6woTlPr9whoeo/K1vra8NQAJfWUzsca0jTk7hGxWMCMPbyNUttT4LmA3dIEtTUCHBFIkT5N810ldmTF6jfNJ2fGjNdW5Ff539Jf1WSoUB8332TzVgFvVrwpsDUNXC677DL6wz/8Q7rlllvU86997WvpNa95Dd1yyy1044030vHjx+md73wnHTp0qC9z55130ste9jJ6+ctfTjfddBMdOnSI3vGOd9BsdtGct73tbfR1X/d19B3f8R30Hd/xHfR1X/d19Ku/+qvpCySi8UC3BpQX+JE2Br+B9WKLUbGCNc+urRseDRaEGpXgRtMp2Qqr72SbFkMkwY2sb10fLy/7Sesr9B5rzlHaYo2jiAWTf0f2aIxAFmCqNoBPXHgOeIqDtJg4639L2nb4YUyvHHoMAZaj/g++HF3y9WpLPFBdqw1Pt9dO5kkeBNhl60ipGcRl+9IPRm2ivlcra52LfKvVDmJvdJ5fewkrpoEuQBoiKr6rbdvSX/7Lf5nuueee/thDDz1Ed955J91xxx1EtMWunDhxgl73utfRm9/8Zjpy5Ag98sgj9MpXvpLuvvtuIiK65ppr6FOf+hS95CUvoXvvvZe++qu/mv7oj/6IXvCCF9D73vc+IiJ6wQteQL/3e79HX/VVX0Uf+9jHQtsOHz5Mp06dopde8f109vQ55GK2/lcd1AzLVKJMwBvgJRmBxhigjgYZ2BZIkOBKA4b8eLZfvImrMSFR+4uSkuu6FPZE46KmHbV0TdEzAovgfK0pqP21bcu2i4zJRd7TRc+BrCzSHoQxaZp4TFyq+foE35uDhw/QPY/9Ch05coROnz7tlq26x+W6666ja665hu69997+2NraGr3nPe+hF77whUREdMMNN9Dq6uqgzMMPP0wPPPBAX+Yv/IW/QI899lgPWoiI7r//fnrsscf6MlJWV1fp8OHDg39EhGdZlrQtDag7NEPT2hplDsESAP+t0YBZVI2e03TLNj3mJgrmSPmSTKzTr9GmKPrn5aP+KwWbU8pp40Dao7FsJTYitnpOGW3H0oOKxnyUiDVm0H5A9sPI1ywQXaxXss/ISrS4cB+GsBeZe4GMU1TP1H1WRW2CiV42ZhAN557n95CvyaNtRuIxqRm/rY6xSmMBkKrA5ejRo0REdOLEicHxEydO9OeOHj1KFy5coMcee8wt85nPfGak/zOf+UxfRsqtt95Kp06d6v8dO3Zs64Q2cLxjUryBx8tY1L02UPr/53ZdqZvXsyh2zSlZQbgGuEDqybroEoSnx8oYLX1dH8rzWmDi5b2yFjiKxpR27zQ9UT9pulBBQCFSDrnfXh3kGqfIlH4p6dseHCRfetYnRsHr+mFACG7CtEBwpm2L5vf8mRnglH1WaH+g11ICljO+0gJDFiMsdWjzH/GZWX/uCbJXSwNbJYlsoSzkqaJWdFTTNKNjUmQZrbyn5/bbb6cjR470/+Rm3xCsaDdflrUCoCVWdhNlqdIuK5giyyFWmxq7wNvyHIEGgjQ7Mn3lORStfQkgJHiT/ZUFA7Kc7EcJmBBmI+pX2T4KOGXbtV8kZkmJQ8oGOk8ywDdzrfLpiCyrxAFILVDZbXYsyfyzbUVlrTEpj8+WYvAR6Yh8m8ZuIP6wE8+31QA53ljX7I38SAlDVgoorOQqI1bdbNIqpCpwOX78OBHRiBW56qqrehbm+PHjtG/fPrriiivcMldfffVI/1Of+tQRm9PJ2toanT59evCPiOKJYLEYSFlPLKbDEmvSeQM5g7Qz2bGH+C391vEIDCL2WH2CBvXufw2IygAlQVAUaNHxpdX37jkvg2b/vaMBl0oWkAmN2yh40gbWHYwVdAyPMt75+N6U3Odofnp1RzaCTx5p8ysDHCLbvAQPAdXdMYQVyY4TDyyijFE0ZlBgpV3D1EShhg6kvhxrUQzqymQSEtR/G1IVuHzyk5+khx9+mG6++eb+2MrKCr3oRS+i9773vURE9P73v5/W1tYGZY4ePUrPec5z+jL/9b/+V7riiivoxhtv7Mt8/dd/PV1xxRV9mZRYARx1LJ1kyyJZuCVIxiYnmZctWM5DGzxclwbArEyBMzaW7Z7TK81ONXbFkmiyWH3l2ZC53kWCBasPSpxdjSyJB1wiHcSMyldw7hlBgWE0Pr1xhDIf1vWjYFgrax1DBalrBjXgtRMdu4UmO/K4BjS47shG65w1VpFE0YorNeY+CvrUuuj7ZTLsJBu7WWZnQn8sZytcdtll9BVf8RX97+uuu46+9mu/lk6ePEmf+tSn6M4776TbbruNHnzwQXrwwQfptttuo7Nnz9Lb3vY2IiI6deoUveUtb6E3vvGN9Oijj9LJkyfpDW94A334wx+md73rXURE9NGPfpR+67d+i375l3+Z/tbf+ltERPTmN7+Z3v72t0NPFLkSIeqI3YiygSwrI8t27VjZOLfDC4reANfKSbDitaWxVBY7EdVFJqKV+Wj9Jq8J0RuxQJ4NvJ5mj2xHHpM2ZB2sZ0sGmPf3cEbmY72j8TYjIuVJFas8wgRZfZYVdB5q9yLbTlTPGqdeOa9sZozKMl19b/54MvAdwBNS4TwE9uOUBr4pT2/xd5J4Ip/WamZErbIBu6YgcYhL73cqM7FeLFL11nuiLg1cnv/859N//s//uf/98z//80RE9C//5b+kv/7X/zrdcccddODAAXrTm95EV155Jd1///304he/mM6cOdPXefWrX00bGxt0991304EDB+i+++6jV73qVTSfX7yo7/me76G77rqrf/roN3/zN813x7giMx80mGl6rICtlbV0N7PhBx9LgrZsoxThjzIUYY/lSDUgogEWr80ILKA2aADEOm+B1gisWhkgAg69+6LZq+lHA5UH5PoylR7tJyJ4+QLVH90nWX+2ZF8LOs+jxCACNtlrz5RPBYXORuf+yn4tBW2ZQJgFQ1kpBbY1pG2JSMwBFMhZj6drwst2bWXAXMm9zQi/Hld3vdcANETl73H5Qpb+PS6Xf9/We1xQR+bdOCt77iSDVLlIRymPeXZE7ZROag9Ny2tG+yBiOUoYAssmSx/Sp1Ps8I7XdLK1HfYiA8AidE8dK4ueP56+GnprzG3PrkxGX9JmTYmC5qV8T8oTIRGrW6pr0SLaesLe4/IFKzLjRMtqok3oDgG3rc+gyDY05MyPaYFv6sDi9ll/e3W4Xdp1aHq8PtOya60fPb2cGUGydU1K6iGMGL8Wj6HJSgQQa+pDRGvT+xDmVPHGm1ZW3odIEHZW+9s7hgQU9ImwbJLkJRcW0+UlLGi7VpueIH3A9csvgo/KBpl+zbGP9lFJuYjd5X9nr6mWX/J0ThkTQnYHcOHCBzEaULgDtia9PM8dhufERva1+mD1nG5mElgBWsu0OCDwBl1EYfL6JRMEZcE0/chk0Ryldw88XZp4/fzFICWOmWgcMNAAnxG0P62xadWN7m0EdC27wsQoeJdLqdQAjyWJwOj6gc8elC5BRZ99yAKvDIhEvlbP/y4Bz16ciq7NS6pdBt354CMy52oDuW3Z+cDFzW4M5zMKfsB3h+Qxj43QgqsECpqtno2aSMCAsEkWy6Md0yYhOkG039zuDAOCZJPcZnkfojcja/3uXaPmCLTjYd1k5unp9myOyiH3AmnTC/BTZQogXCQ1XpL5Zq+lezKnRvuojOaQEehH/oTNtRLbvPFuAeVBYpX5+K2S5Gq/29aOEape9L4q46D0fnrxQx4f/FY2T3d+CrFFA15W/EvIzgcuWYk60XLq/NP0kXMfoVoHLMiyEixYE0qWKxnwfLBzO7rjmt3eceRY1jYvk+Y6ZT9wsCgnk8XicPZJc0DWvZF2ooCt1ubHbNmawc6cCwWuxwJ16GOvSFZaQ6Z8TNEKbN6x7imwmkwNkk3L/zNsUZE/Ch7nNX2zmFMI2I+YMpQJ6ec+OEYtHTXKdKL5r0ycsHy8156sL3/vMS6VhAORwXEDSCC7yaUeazJYwTgKlFJHV6bEYVuDmgOjaEB6NmksDTr5sgBH1rX6y8pKvPskj2u6vX5C2CmL5ZkaqFBmrKQ9zX7+t/nkixL0o70yl+KFe9b1RPaUJgyybilblR0j1phHBQ1CHvNhjr/EN308G2oCgXBsBuPdvd4KQBRlZJHx7cUJr7+yPhGQnQ9css7eoh21Mm59MSA9msyziwdambXL31y/1ra0S7PRs0XqQsGRR0vy67L0WNcVBkejL6TuCJhE90jqkxJNyki/mjkarFBGIqDpHZ+6yd0SLeirAWvio5VyvER+AnG+UXvI+J4iFrhBx6+WifNz2t+eHa5PKPSv6H2pyRpabRPF4zACCWayNJs+v632tXMRSLaOZ/t5KjDelp0PXKREFFcWCXo32aLjvECa0W8FSQl2PN0a8NHYEOn8kIFuOWS0zzRgw6+RSM945LVPyUytvrTGTZY14vcgyto88ca1F4i067CA4qBcvXcyVAnaWd1yvGhsmRxjng6kPc0n8HMZyfQZOr6aZhwwpQ5Lj7W/xey7gjfTIufRMp14/t9LhiI9pWKB9UUAMaI4AZEy9forXcfOBy7ZiZBxRl45K1hYTirKUpCsXIIWXl6e81C/LC+DK5oRyboW06Ndi2ar1na0IU/W521o/2u2SH1aeauclc0jQcRqyzxmrKOjWVf3WwNTUxwzci3emEBYNsvGKY5SCyIo21DDpugr082MJu2n0ewpBaTWMo61p8TbDwMHwcLwpbEa0bzTwO3AluCeZpJVRAdyPNLV3Z8vQtn5wCUSEwgYj4G1re0svMAo/y6xTQZzK3uTv6Wz15gWxA4EbHhigR/rOiXossCW5xQ82yPWAS3PxQICXhn0XCTzTSyYy3YQh2gB+i54ZpynFcyRoCDHhVWutmhtZpkw79FStc3gacZ2TvB+miipWoSgSYEU7bHmwVjs9h8m9xXKY/wJp0jQJ/ysfs4AG8umUtCk6Sth+TzxADsy9pJjcucDl2yG1NczqLqmGTuLaIJYdo0Gk7gdGuLv6g3saYf6tCBviRzAFviyWALelgUmZDkNSMnfESDj5bX2+LGI5fLa0/oRdUIIi1AaRNTx04yvJeo3pB2tfH+ftoMn6gQ9tgkVDwxM0hswHNYx1AYZKDvWpD+fGAsIs2OVrxqwEv3vldUAhVYmwxJoINNKJCI/jmwm93ypJ9qciBjVjEyZc6VsjtcPFihLtLXzgQuahUQ6Mlk2D75exivrdR/2ioJw91tOxghg8PrIOxe0cxGg8DJTNKh256zy8tqleE7K6tsom8lMfG/SantytIwkm817xyNWzdNjjceMUy6ph0rVvTYVl0k8Gdz7AsYk0pmtK8tlAiT0yP62vrnz8cFoXKAMAcIwIvVNnyVZswrjD2bKChim6HxmXFlJJaKHl0FiRiA7H7h4gmSjJZRXaXbjBUketDWmILJNAo/SCecxEWo77TgAeqDOyjxke1KfrKPV0wAKP4aAIUva9qJT88paTN4IWAYZVyZQWVlmVJezexYAk3U81tByeBErFR2XjGMkpSzXpdTpAb5MkJB1PenHYmJPj1VGBlxr7k29l1JKARwy/zjbU9Iv3CfWSpq5vpLkCwWDHLSgMUBrq9QGIbsPuJRmsjIYWo7ECuJaQNB+84mLOO5M1i3b09qSf8v/rckoy2mTRbJCvE/Rx2sRwKPZYU3s7KSx+o3IziiRrMZ0lLzvgTc4R2Mmcpra/VL1aY8tKzZqY5X3nWyj5EVdaDae1ZsRa74tIgCPwC7yxtpCMID0FTKvtPlpJRHe/Sy9dxZwkvZo/g9hXTNxpdZ45fYhY4LXs8Cm+XQY99sTvkGmtV2wBLbzgUsUbKOymqDZqzwvnbg1gWUdbpcbTAJ9mlOQ7M0ATAiELc9ZNlhZgrTPCsoWMNAciQXypB1Wf3LR7pP8rfWhdHyy3zxBQUQk2SAfgWNNvHtq2YAEp8E9Bl7UZQWgWsEaqRv1n5edar9LRGNIvLJyXqpzQLCGUR+USG1QIkVLxqz70LWb8XGaWONcs62WcBAx8nPOU1se8xG9X6fz1VGCJI9Zsa+zNSk7H7hoIMObOFp51AF6k90KdprTtUCEJwig8Wzz9Go6eMYsbbDAi9aXXl/J4KY5X81ODZhJHd69sHTL8tLZybY9IImKdv9RsBOVq5H5pfoxeEdINMeyAS+6PqR/Ilvk9VtAzvIrqGhzJhsErbnRZ9Czi0EE8Tvo2JkKzj3/G/kP3obnG7KC+ONFC0/4StorGUfRuLD8fle+e2LM8qmg7HzgQoR3EsISWOJl2hpIsQKHDPzyb3lN6A33nGqk0wIoVpD0AJR2vdJGLZtFgxOfOFq/82MaAPHakrZ4jtADWdIm7ZzMGPk51L5aThoVr/+4k0UBojw3hUHhdiDtISLnSxYIlrTF/862Zc7L+fD/wbkJjFXULipevyJAXUuyPMmyYxkAgAI1RF82Bnht1ZSRj+f74Yz9U8kxsvOBizYIogyaizdpNCqSDyYtMMqApDEQMpPnf0dBTA5m77q1fuA6EdAmwZVXhtus9Zm81jBAB2/ftAI4Z148eyOgiGTNmbEm68lx4+mTMrAz+f6QRUomgEiJxgSyVl4DWGgZpXY8qn8pwGQkGpNTQ7LXlgUHFtNi2ZKxBwFDWvla15zV1zT62Ed8zGypfByi/t58lNywG5CdD1w60QAFKtZksRiW7lx03GM9ZNuaWGwFPydBgJUN87JRhqIFdk23F3AtgJW5T3ytVQNHmn5pl+a4eZ+VjJVMHcQBRxmYliEOxkbwJNOlEA2ESRmNJ/mEUuCu0Cc+tPPoMSIs+/fkUgMW1IdY/gjtzynv1NGSMnkeEW+ulIx3zY+Xjq/Sa/Jkysv40HrRPNCuCwVfhU+37nzgIicEgr6tAWZl3YgujVnhmb9VzgqyUvh1oYHBugZNl9aHMsBbATTqP4ux0crLoIzW8wBbpEsDhJZe6x7w+t79tRyFB4Rlex7g9GyvKdZ48MqPAoTYBIg4OYTRKZnHXP8TIaWBGKlnjTttzHpAuyQIWXPLYj08X0K0xSAgYwCxS9OPSCaRLRULsFj3G2nbi09TxQOlBX2884ELF2swRsFI04G0w3XJiSgHhPa3hdLRrN5jISwghYoGsKLySDleluv26nsMiQVYJBPFj2v6UVu5PagOee+zjIirW77ZE1g2ygJfL5hpx2Sfq6AlMV4822pL1olHYC0q4z16itiC1NPmwpQ2NfFAEQo0rfqD49Y3k5JgxhqrapsLHHseU2IllZ7/ROMGmuBbSadV3morKbsDuGSCCKJLc7yaWEHUutHaTfQCNQcgFljijIZ3DdZ1aRPY0uGJN9llv2hl0cnh2ZN9/4AH+jy7sn3Bj0egN6tTitwch4K9msenMB1W30ZzS6tbwsx4Nng6Stoh8t82G9mlMSZW2aiNkoydyxQfjAJjry1vLEZ9EQGWUjA7dU+WHPMeQEN8CVJGzl3LZ1tlpf5skrYtuwO4eAMsO4E10TqfBwULGfOy8ubLoJLN7KFszhioWn95wUAGdqkfsRuxyQOMWt8j2ZjWdmQLMo7QDEeWQ0Gx1OFlZpadGWBUM6vMZvYegPb0Z4AKMk+s36V9I/VoHxf0Aq4E0958lX2Czm3vf0+QbB09PiXRRAQFsNl6XLR5572zqESyyWRpG9oxPjYsAGUl65ZeR3Y+cIkCStS5XoDs6nuTTaLLKOB6ejyA4TlXrZ51nTLoW2WlWI7Ta0vTEWXU8piWVSLZVdTvWl1NtwXaonP8GjybI5u0++W1x+t6v7U2EL0lEtkyNUBE7aFlUSCJiDr+g0BmXZs1NyJAqB3jbcmx6SUVMtGS+uQxlL3IztOMIHOEv+Btyv0vnT/ofNZiixWbSuyIRI7HkrGXkJ0PXGQnZgNFV9+rF01sb9BK/VyiQNy3V/BVWysD89rSHJTVv/K3nFByomWRtwUM0QAU2Wi159kh//bAlBqMlO/8eP0h2+iOIUHEA7r8vkT3VwoKiLxzaNY4NYhky2rzJquvZp1SG5AEoWlo8MLAqI7n+7zgq82Pks8+eNK3kZxfRDTYS9LP68Kwab2AcWQnEK9Q8B35rVIwZiWkSEyqIDsfuHAZBSzno3iZLBytgwSiTo8M7h5LwdfBZXmtrnQkcsJY7SG2c/u1bF3qlsG+NBv2ZOR4lPtQMgYQp4oAnk60+6iJlllFurvfiM3Zdzt4gcYKXDLrtuYSOua8Y5qdUwUZPxlBQPNUEJdJDtp2zAAhoLWZ2X6D/+/Z4r33A/Hh1jhDn0qTOuS88V557+qu9CVzjbHqxEuArfJRomDFAi1p6utU/Gq7IrsLuIycjbH+LwOvFG3SRY7YtQMACCVMhPwngQSvo01UbVBHGZRmQ5S9R07Aas8COl1Zq13P5uhYLdEcrZXdR3aVgGy3bNLp9K8dN55YkoELAac1+74fPwVvhkXBDpJJR/WzQDnDhJWU99ruZMT2zafdu2wfaK+8R9vP+OjQjiSQseaAetz54npGf+k49MCNFycXKDsfuEQ3cEBviWDt3SwpERjgOrzME2kratsrZwEHGVQ4MyIzJYu10ISX1+yQ16/Zwf/nenl563o9uxDAuKhJGTlaBBxmMuhFAIHRcTBD9+7/ImwbzU2DIdJAyuia+OvLkUCQcLE12aLwZX0V2MRMObRerbFQg7HL2oImYJ7uDAPliXYdqThhjB+LkbLOZVjChJ/d+cBFy/IyAzJ70y3RGJmI2eE2WA7eOoYOAsmKeLbK9iJGqlQQ9ke7r9E91vRGE8tiCRadYZSwFLycx0Sl7Ch4lXhWJx9HHuUfSZQE9McMMMKPq9c9E2WirHw2ZiBKx00pC2ZJadb+xSIeWF1Ue5Y/kb4+Ek9HzXvi9Ym3XMf/l8e1c6p+JcYk/MrOBy6dRAhXy/BLBgnCDPBAbDESlm5NvzWoS+zvbZvZoKHTrVGICJukldNsiOpptkci9XgAyLsnnpNCjqF2Wu1bemsB7b6NxCfs4f4Qwd9iObPO0BqjkWjXqC4rOWAAAUiajYuSGoF6wIp9kYcK73MQlk+t0m47Ht9RX2q+BWW5M3bX3oeCJtba8eS8+CIfjQuQwQADO3NKMOWMiwyeHERpA1cDD1yvlelFQZpoONG1iYwMyMgubn+UXXtI33M0GkjJUsQZWtdjSLhNkSDjD2lLtpmpI9uR9ZB+mhKopwaPGixppi2r/BMR9DMbUSNpmulBrqQPaiSOIzuAMRrNPS/xQuYE0pd8nkbXFCU4iKB9nWRGJrXlyO4ALmigQOpOCRLaYJfgg9eVL6SywIMFALSyno3av64M2j/RcW6PtJ+f88CLp8s6j9hkCeo4NAeiTfQagJjfoxI2IuN8vKfvkHrZjyX25Sb206KADzrHOtHeflsrox+0rzzRo8lgXk/cCxPZ0+spAFLZAOnNhamJBBdvLlmMTmk/RgAqKuPZhbZTE3TWAD60W4ALcvPRuiVZZTSZLICgbXaUdTQdEYMjJ5pGZ6K2I2yPVs/SIYOxdR0eoJQAwuzfAJRmHINXznJm0bEIjGVYwWiznfs3e3IDmUv9//Ph/1KfZ0upoNnnlCCZKSvHcqZeVtAneiwfgzCxWXukXrNssm+sxMaaV0hikxGNJfauoTYTkgUANe6jpicD4kvngiK7A7ho4k1MKzhq9eXfWhDu/vYoSS1o8gxK2iNBhgQbkdOWAV2zn7drta8BC+1vzYZeF8vope1RNsPLeWBAY0VGdjT2vbTqosySFSijQFsUwLr7CmS8Vl+XOvPSurxelkHx2C2vLSSTRPvfGl/oPNPsqyUlGX/N9rPAH7HVY1+5VMrwe11WW9lEAhVLZwkbZc6faM8N+IJT1z/Pxv01AbzsXuDiCeKAvSCj3SAZ6DkzIuv35+c6E4Jmi9Khcz1owJX/tOvV2rMcBrehL6+8i8GzyboGrZ80gIcwMFZGZ7Vn3UerrrRPO+cJkt1F9LwE1qXtoYIASyLcKXvzAAHNNTcnej5jopN2BQ3yUZ/KZKaWlOhDQZ02dpAEwRNEl/rYfCHbgs4/RCKAYSbJwQv10Hni+bLKG9V3L3CxmJHutxWkNWdvlY3YEAsUZABTFHzktXi2ISLZF8koIA7SYz204xZg8Oryclp9q08QMOIxX/IYBDCUdrzxqV2T1BMdR9mwTBmUbeOSBdPeb6i94LXrWpvZoOKB3igrzUop8EX0lAT70nqje5v4crLnO70kytOp6er1ZR9N99iOQj+stjMBYNRmihDdMpYkZPcBFytIRAPWCkxcF+KEMzfJmtiSrZni/GU7cjBpgE6CLYQ5kNdisU2yLW6PVR7N5C3JBjLNfq1tT7d3b7X2IrbLa8saz8j94+Wj67KuAwW1SHDPAiJZL7tJNBP0rLbRc4tggKbUi/yJBbIRIBHZmHl82do87iWWpQyHNUa9+YkkWlMZl9pMWS29UeLW/wM3lm/L7gMuKLOB1PeOI/RgdAyt77EYyDXyQGyBMot94GW5jiiT4ABAggEL7HjBEnFGU7LQKKii91S7vmyGOnX8cNH6NQOA0DZqlc8yIIPkBHw6aqqPQOyZIshG61p6URCWAadIn3J9IUgQS81T+qEUGKPla8ytWiAlk9SVsrDodSU/FbF7gEsJLWXVyQRJL3vTAAAazCTz4WXEkf1e+xrDol0LLyvFA0QySGi/LefFdWp1PZBhgSQPBHL7tfa0MlLQcppYbWd0LFIWETg1vUgGq+pJPs00JTu2ykT3yawnNlpb8xfRZfkYTW+NQA7rCL515elH5ihkg5JAcVs8GzI2w/aAYNLyu93/mk/zYpH8G0kQM2N7YvK1e4CLFtykWBOgO9cJ8vVcPnnkYNb+947J9iPUbjl6DYxIhkRrm9etPTE1kQyM1V40ESTo0YCOBh4yGWHWuWn9HbVRKh4AW4RMHRPIk0/9sZl9jig3Tr2s0ssi0actMmJez9z2AdksPgOsS8dpyVjjH+vMgI7BPDbAjyyP6NN8h6V35L8LQ+vI/jmmSwNbWizhPmjQLugHpa6MRD48MWd2D3DhkkGNKtuQfPV3VBaZ+JJB0NgCbq+mSxtw2oC2JrsXdEsztYjdsMCbxtZYOqPghrBb1jHLuWl9kGUKBtdXYePmVGCxiDfAlmZh6lMKM/1ejMqBgV4Gr9EYL9iTknX21lyN9JW+NDArWhAkyicCA50Fm1+tullQF+n36nt2TBH5FnNN1DjlJHNQu0BiaJWPjnvgGZDdCVw6iZgJryw/5jkXbWKjzjUCLzJ4ZgADt0UDJFHglWW4DRYq1/RZQImX1/rL0l/iqDOZldaODG4WkOFlsxNWe/vqVEmPFdAZD/omyIC9/kb6SQYLBBxaH1C0JMpG5XiwxiFPDFDGDmJFksxPTQCqJVSlEtVFk83+ePKx5dJAb7EYJdIxa1ZClwEdnm9FhPtYS1chYzJVdidw0dBpJ0gGIY9lz2llUbQagQutXnZAaWyCB2T4pJKOWctaPUCG9n1kg9WW1S/eWPAAqvwtx5bm1KY6FEQQEBcFvUi/p7cvB2bAvT2JfoqChTYOSpkSTzS7rcRD/j1lXMivWvN72QFdNdgAGXxGkHmk/e3pyZ63rrP3C4nHq7OSYTE00cC6G1Nmw/KWTfz/qLxXxhuXU5kr1CYhuxO4eDJ1AGrMRwZ8aEFSa6fTYwVMlM2xgIUGXuQ1ajbJY5atXlZq6bYyWxnALNaD/7bulVZW+z8zCbNgjNvX/a0xTJ6gzrQ0iGcconY/o6CJBLsoSGrlrD6ptfxrtYsct85ZPsH7lALqB9A+lMczrJX0N4sG7bJtIho9ecQlG1Br26+NTzdmMOBZmpRmynAwZY0Bz2dHY7Eg5u584IIGx6hOdE7LquVxLVjKgCvra5INYtJOTYcEQB6A0gBSNOFkn3tZqeyTrpwGQix7Jfuj3XNtQqEZiXV/5IcxtbrWce0apCCAB22TqJxxkbozwVjeNw9seAAMBYmeIPd7ynzLStQXi7TDupeqr1KAngf+EPDI24uAq+dniGiwxyd8pb3jgy2/kQE1UbyJbLL0Q4lJhbHCmZ5oDGib5tUxPc3v7HzgkpnsWlYg6/HAZAEQD8BIZsRCpBqL4Nms/fZYDdkGMrk8sMH1WdfoBSEJMuRxC7zIeyCvx2oTyUjRTH8AjsRH6zzGRx63gjU6hnk/eWW4zDf9bCmSgmypmo5MvRp2opIFj1kpBTCRXSUZccYGDZx7driAWykz8GeMYUE+fWHp1RIp+XdkewZ4W+ejBMHq18h2tF3p26TIfufHuU+Sy5uFsvOBSydWACGywYcaKAOaLgrAVpuaLhmwrWwsAlCWw5JlBwNMCaJq5hU4Ii8IWhMfBXAIsNAADOI05d9Wm1Zda3xo51BQHdlvjSVvTGjAzhr7iERgWUpNQFECDhYBfjygXKuNbNKB6M6CEE0nCo6sMSePaWW1MvJvzQeX2Ml18d8WoLHaLAGbkS/SyiJ9Zc1tL4YgvtASDVCW6GGye4ALFyTwynLWOWvCaexEdiCi9T0mw7ObixdwLOaCD0gL+Hj2eWDCqmcFXsuJlwSRKBDwMaPda68frWuw6vF2+N9IRsfblbZFc6AUUHj3WraxSEECVoktGVDWnUOBRUZqAT400ZHHLeCt6UCCqtSVBfaaeH4RDc5WWauM9EcluiJBkkHvGGJbpNMrL+uhviZxn3cfcPFARncecURclwxaaH3ERi0oynalM7YGKgch3KGiTj66Ro0J0ICdVkYbvFqWI69LAyqe80AAquc0+f3w6kWAS9Nv2Rs5We++WCBasy0CQH35GRW/JwR1diXBKsooZfvZwBH2n/GWU2181wQySOJSmulPOZ6VWgFVAn1+XPPf8rxlgxaIB2WccFo0np3Nzvz/SDeapGoyZZxaCYw3P0HZ+cBFDtQogEROAGUe+HE+Yawg4mXksn3NXgvAWM4cyTik09UGneeILQCg3Q+tjnbcCsxaO1ws9B85rxKmQN4PC5wgAQcFmVK3bNdzFogjG/TbnCY/UmwBVNneFABTKtaYsAB2X07sb5J/Sz9h6bFsygQcKXCQS4YEz+8gCZFlp1fWAhDS58kymj+L2pfteXPRuv+RXusYuqxiXW8U45CxZPlXL8H0bI3aAmXnAxdroCJZNurMowkkHZ4VRDzHqAEWzx6tvAVkrAmkBVzZBgo8+jblznQjqEeo3HJwckJqYNEKRPxYeB3BxJdjDZnEXrbX/e+C5plttwdaEACl1ctekwfgtL81kFwSuC0HbolmgzbOPb1IYpAFw5oOSzQwgdTPAlI5tyJggNgQlfX0ju7TzB6DGb1aOzKh83yZ1rZ3bci84dL3v3O9UV1ENOCNzmXLDjTeMtn5wEVK5Py0rEgr4x2PJgAyca1gIge2bFPLMKSNGihAAIg1wKLMgU907V0Tmg4kYGmZrKxrAZnIfku88aE5Lw0kRfo1scDPoJ+Al71lgKYng3taEAzQbE9rMytTrjkCfP3fDmj0dFvzzLvXyPzz/IAMbjUkAvr8f+3cIqSZ0ehtylODtzcPZR9rZdC2I5vNxJZdL5J8ReUi8Xy4LJdJGAKpDlyWlpbop3/6p+kTn/gEnT17lj7+8Y/TP/gH/4AaYdTrX/96OnbsGJ09e5be/e530/XXXz84v7q6SnfddRc98sgjdObMGbrnnnvo2muvLTdMOoMou5Vl0EmnAQMr4+mOW8HUQ87dQEAcBq/X/a9lSNo57Zp4GU2P5VizAxvJ4rx74F2TdkzTw3Xw/5HxI20n0h2aVx89x2V03y9RfpJxTJlx65039wFU3m8g64/mDEDrI9dVAnKRoDCoN8/pnyqWr8rc5xKp/YbkTqC+MxK0Un016nisB/pldtSmCLghTJAj1T3a6173Ovrbf/tv0y233ELPfvaz6bWvfS39vb/39+hHfuRH+jKvfe1r6TWveQ3dcsstdOONN9Lx48fpne98Jx06dKgvc+edd9LLXvYyevnLX0433XQTHTp0iN7xjnfQbFa4BusFv66c/K3RYRpStUBAJF75SJcGaiImqLPdAlYWYOHHuH2eTZqNluPi7SCMmAbItIlgZiXCrpJMEGEzND38cfraYgUyy4FPscEDdWg9fkyONW8ceCxTP47Al6FFtmnnprBUU87LchGIniJZnRFQtOYLAtTRjeBIYhq1tUgGCNGv+fJM4iHLwslC4svsav2kn8uCWFmdiKreqbe//e104sQJ+oEf+IH+2L/7d/+Ozp49S9/3fd9HREQPPfQQ3XnnnXTHHXcQ0Ra7cuLECXrd615Hb37zm+nIkSP0yCOP0Ctf+Uq6++67iYjommuuoU996lP0kpe8hO69997QjsOHD9OpU6fopVd8P509fW7aRVnApZZO5LhWrhPUNgs8RIHearcrowEhKZLh8IChdU0Wa2XZKutr1xH1tcbceGyNpzeqa9mL3FduI1LnC1UQgNAtAaDX2JVH2s7On5IymTpT72PGnyAs7hMpU/0b2gZR2f0onbvenM3YX3vsReUrj5WDhw/QPY/9Ch05coROnz7tlq3OuPzO7/wOfeu3fit95Vd+JRERPfe5z6WbbrqJ/sN/+A9ERHTdddfRNddcMwAfa2tr9J73vIde+MIXEhHRDTfcQKurq4MyDz/8MD3wwAN9GSmrq6t0+PDhwb9ePCYAEQ21yixREw09ewEvCrLSqY+WIQopR40xijKhCAxodmn1rGvrjnmABrmPVnkE8Xftd//k/bEAFALirDIok6OdnzoWSkS7f1NEG9ejNp3vznjliWw7LR+hAddsNlzC3iHnkPZQdinDmtUQr7+jLN364riWgEn20WqTl/fmL9Kfli/TpOacXcS9K2VwiBbKXi3XVvgzP/MzdPnll9NHP/pR2tzcpKWlJfqJn/gJ+jf/5t8QEdHRo0eJiOjEiRODeidOnKBnPOMZfZkLFy7QY489NirT1Zdy66230k/91E/pRskOtgY4lyg7jgakhZ61cp0+DbxIO2QdTXcpk4OwQPK6o4Av7ZXn+HGtjFZe1kMympKsR7vnlj4o87cYhAoZTM0sKJNVoQFPu79I+1EZa75Y5aN7IH9H97lkQ3QN8ZgBC+yX2oQyVpZoPkzeu6bZDpIIMybeXh7dI2ssd3/PluzrQ/vJC+ilvjcb+EvmfjQPSYD+zJxbIAiuzrh893d/N33v934vveIVr6DnPe959P3f//30d//u3+2XiTppxU1pmmZ0TIpX5vbbb6cjR470//qNvBYS3lI4/F9v1LWp1+shcyRLt9rTznnOV+r3MhgJlPj/Wj0JVqzs2BvEXjZjsRPa+UyGKPvBAoioPqsNaaNmgyc1Jnox8GGuwAPsRPp9k9enzYfROHNesIVuYkYB5KKc6KXa+MxFAnsvm5eAoai9BGjx5rD0Fx4IRGwuvbbILyL1M4IAEstnpgCmAKxTRAMjVtIRgh/l74lSnXH52Z/9WfrH//gf07/9t/+WiIgeeOABesYznkG33norvfWtb6Xjx48T0Rar0v1NRHTVVVf1LMzx48dp3759dMUVVwxYl6uuuore+973qu2ura3R2tra+ISGtj0qUU6qbAZnsSFegLeChAQVni3e71JnHgUHicAztkXZb8SGyeNW+WiyefZp562yUR9nnGwEojxWDgVyUr+3gTdyYKXZlhcQ55viPtb5OFtsUzJrzQb17H2y+hZhEnn5jExl/kZ+oZCxQZg/zzdrDIs6340Pow7GOLuGKSC4lH1ByiBjAr23tYB+lARxuxJSPV04ePAgzefDQbq5udk/DfTJT36SHn74Ybr55pv78ysrK/SiF72oByXvf//7aW1tbVDm6NGj9JznPMcELinRkL91w5FgLI9lECk/rwEOJLBq7clrihiByCYrS7D6wsvAsxMnw0xZIMcDNjIz1SabBWite4RmVZpEzicC255kHRf/Grp2HpHs2Ov0D8bP9tt6F50lIwEDFfm+lMx9it4LUxpYIt81Rbes391D7wmTiC3ivy1/YtnvJTaWzzf9R6U3RXvJCLehhJ01k6fZuMyUd/mEtjn7Ysw6uTFXnXF5+9vfTj/xEz9Bf/Znf0Yf+chH6M//+T9Pr3nNa+if//N/3pe588476bbbbqMHH3yQHnzwQbrtttvo7Nmz9La3vY2IiE6dOkVvectb6I1vfCM9+uijdPLkSXrDG95AH/7wh+ld73pXmWEljjbKouUxDelPyV60tpCA7TEM1sTk57Rs2ppMSF9obVntyz5E2/QcYAT+tLIaSPKAU3S8a9fKkjy7tPGUGVPN7CKD4elWbQYddvZJH0gnqAdpc3SvC1iAsK8kEwa+L0Wrrz3mPQWsWMCbH5vajibRnInGvqVLSjS3UNCo+R8k6Yr6LZp3kZ+PxIs56juGDJYpEuT6F82K0gKAy4/8yI/QT//0T9Ob3vQmuuqqq+ihhx6iX/qlX6J/+A//YV/mjjvuoAMHDtCb3vQmuvLKK+n++++nF7/4xXTmzJm+zKtf/Wra2Nigu+++mw4cOED33XcfvepVrxqxOUVS4ui0egh9aQ4mI6OXATuyQwNLHmiyJow1Oa1rjICFBz48ndIG7jws0CUDctS3nk5NIiCKOFQJ4DTbrLq8L62x4V2LFkBRRx5dD+KsMm2VJg2ajf15BaSUONdIJxoUrd9ovYwgPqpGO6WiAfFS/6zplCwqqjc7P7y2vOPofbDGTuSPvGtG+wSxOWoT6cfEfrGGqO57XL5QZPAel1Nntw5OcRJuYABBhlZeC2zWgNf+1tqw9GcdKyKeXVa5qD1romQcv8XkIHW168o6wUxfeqCRH5eshgkixJSOnM6i5FIE5hJ9T0SARiUD6qPyyHz3nqjx7EMYkmw/IwF7iv5SWaTvLO2fRYDZ2nqTup7Q97h8wYmF6C2RIILrkMd4HS/gaIFEQ6QaYNFs864lm2Gh0jEUll7NDvk3L+tdxyCzVQBDVJ/X9bIfT/j9QIGfFK9/vfEjj/e2i82B/H/ZZ/xfBGwQKVkT521Hcw4RTUfRtVQIdvy6IhvQcUBk2zZbwnxEpEeWsfafRO9KQfUjol1L177mP6X+kjGQkZJrRcZqdhzKOa4JMh69drNAyquLJIaF927nAxdvQKGdZgWVKJhrv2UdD8B4tmiDmAdX+b91rdweDQjwcxJ4aHZZNksbkYnnsTkWqNP0cek2m1oTp3RMRP3Fy1ltooE+Eu3ecL3ImBgdK/y+DTIOtTk5BZBbIL1mgEODiHceqdv/FgBjCvjqdSibNnl7np/K2GD1vXct6MdYM3Z4kpkLiEzpL1SyCXaJTk+mJHIT+2LnAxcpMpO2ynDxEL8HYLwA1f1GJrXGLmjBzrNV1uP2W45BBjkrKGv9hbApFnti3R+tP7VApwG4/pxDi1sBtNOHsC5agNbYEK1NXta7J/zvjCPX+hlx2DWdmZcE8POZ7I2L1j8RWPZ0IfPaOoaCaU0WEeRG/gf4nkyYvbPvCGmAqNMTBXL0Y5kl4Dk6TrS9ZJYERd4cqQWSPZ9nzREEVJe0HR2P9FQEc7sPuCxSZLCLymnAoRMNGGgDwGMneBkrC+V/ewBDgjQNcFi6NTt5O1yvBlZk4OH/y78tRsG7J7INDdx5jqkkC4zuByKZSa+NM+v+ybJTszjUvnQd5eN7GkiMMnbPJnRuRknQaEwVul40kGr10EQNPUdEKjNS8iFRq85A/4RwFSUd2SfAiPw5MmU8e3qyAJzrjO6HlUBGNmV0VpI94KKJF8Q90QKrPO8FLMkgeDfdc5geC8TbjOzTHH50DZk6GkjQymjOXxOPUZAAhIMcy2bZpsYMWHZbQM2TWoEFbbOEgeD1ojFGdNFxTn3DrNaW9UKwTJbKy2v3zLuPGUAky075SvgUhmQRoNOSouAdgItBWS3QG++/MeeWoiPbhyVzXdVrfXZgCmAzltwGZSTbCfQJkph7bU6UnQ9cJEPAj/Pz8vgiOtxqSxMtYCMBXAMLVsDldXgZaaPnoC1goNmr6YoyVi5egIqcRxRkUYCIggv0uni/Ic5Bli1he7w+8s5r4zEEDfPh/wN9jvsZ7L+Y5TLNyVmqAkqt6+SbSKfo5zoz9b1zGuOYzZaRY127qP0pJsYpO990xhtqizYugTl7KSUDaAb+Fwzvo7E98ZUjl6B/dj5w6URjE7SMGwmOlm6EPbDOcVs0xgcNukhgtQK+BC/e9XisErdZc5aZ7FezWbOp6zt5DRLAZRilyIYIAETl5LVYfamVtdpBQW1kS+l5lB0j0h1kf+86NqXwRXGISNBRAj5qvmzLArCoeHNW81Gl4zQCtogOVDymxAOklp01wJU8VzJ+Oj3W/cjMH+uezzdz9niSmdeWZBL3QHY+cIkGN1KfyM9WEEZkEBgVh6k5mYytUVbJgQl3Yjzga/o8O7TsX/aT50A8MCIBiFVHO+ZlyZYt/N4hWSXvT6v97MTMZkvIuMlIaTbu9YFWHrFBApiMXeh1RBu1vfGSlcz19+PXeCTZOpbxZ1p57XeUMNRiT7IigzbKPNYY46XXr4l2P7LM2JT4hoq89pI+kEnhBPt2PnDpZLQ73aOpgwEfOemwPpt0aFCXAVPaEWVqyCSWDIUFGBDmSXOoHCxZ7UtbuF5pmwRhmngTjtsn9fHjsqzUE03iCPBKO4h8NsKSTJY4VWoApggkPpEir0mbf4iMxp/yFI5ZN3gkGbVl6riIEjFUrPnu+Tv+2/NBNcaL7Gs+H60xHiWLntQAHDJxzNjg+czI33uP0keiJYpJ/7R7gIv2ym/rBkXHEGZFO6ZNNis4WoyDhlhlwPXEK6OBAk+3dk5OdG1gehMNsdMqr7VR4tit7Eorq9khy1lO2QNG0paJGYoKSDOCOhhvrKM2IePDEg/ElogEqu78URiS0f1kG4oRW0vmQUaHNa+7/z0fxct6Yt3P7p1Kmn/RfmvJwhTgIO1C+w71+2jCMkWiBCp777vjUWISMaFoUiITUlB2D3Ah8p2pxQTI7NvLgCzxJpkXkKTDsJx8NLmQICrblTZLZybbtYK95ZQ0xG0BHU+s/omckJZd8WvW7nd3TgOUFviMBGVrrLEQCQLmkD7nfYQATsRpR2MbDRqWDVFdZC5YooJd59tFiBPPtomCtCiDHvT5TJ/fTTMGZt1xrQ2tzCi5KHjUOXOPor4tTQSy4HCquPMt+RRVpLsWqLIS2kpt7S7gEjm06CZaN6IkoFg6veBl3ejIMUldEoSg9bT/+XkZ2Kzr8Y5HejT2QZ5HwMXIfsMpe06B25rJQD2g6h0vccRWRibLWNeqzY3MtWbtiQDflCxWHbNJytsCf9o8yvqFKHhrYx7pj/7+Gk9ADfQaj5hHdiKg1rUXyOCzkmGDatRDJTOGo8RU+4q4WdaJH5Zttfpdu4aOcSuQnQ9c1MzIYQe4oBlNDdt40I4GmsZoWCyHNYi04O9db41MR/a5xnRYdmr3Sdbl12QBK+uaukcr0QxEZqkj29heBi8ILGp8IQ45atsCiPw+RoA5ExhK2INOSvt46lNB6PyCdAW2RG+RDdmqqdfqPNrutRud89gaOdbQRAvpf+vJpKhe5CtlWUQ0ezPtWDqIxj5SnotiBddvlbPquPayceSNAUV2PnDxmAF5zKtvZVpcZHavOfVosvE2PKTtBQ1tcHrtoYIEPst5IiClRPjk7v6XNqAAMGOXlqUO7BKT0hLLvqmAxnJS1m9t/Fj3zwL76D20xnXkJEvAgNZe0km6ukrHLSLy2kNgM8GWqS8I5GKxnPzcoO2AZevqZYIoxJ4Z/ZkJzKVBHPHRXhwovdeePb0fFW+k1ti92gwYMgaY7HzgUiuj9RyWlvV7LIGlQwu8WpsysHiT2HLavD3tGjITS+rlx3gbGqCTtpX+ttgZL9hpDEKpIMARva9qmWCqamMABhIze1xy/VGwQJkQpBzqyC3QFznJWlICsJDXsEsdmQSqRErZmNFYF+yjdl/RhKsrL+txpqSkH9A2o/rSh2balcdL3uArZQqwGPQzWy60xpsWVzL2TZSdD1y4IBmA5fTQgRAxMpaj4/W5k/JQt6yDth0FqYxDkJNY6rHstDJ8DzBFbZRm46ijsn57dnjBJwp2mXGoOXhPBm0DQYvfN6u/pjAuml1dWa8fNGct59AUW1Hh+vjavbzXkjnRwD9iX3SPI5AZSTPDANZozM5zfT+a38BrKmq+2TULgrXxnwE6mg4OFhDxwKIJNAqBUeRzFwWkA9n5wAUJfCVZaqktagYhWA7OXliTRgv83iDSrl3q0CapbDtqKwrqEXjifWE5dVkWtd/Sg9gf1ZNtWLqssWaBvE66PTjI+MyOYQSYcd2lwRARj2mJjqH6NLGyXq1cdE4CEz53kATEEySR8cpp80STdp4HCF7SgYLpKaBkUsI508e2vCdTmAbLr1t60ARBvu+HaOt6ZHLi3R/PDk+mxsvCJcqdD1yIYlYlAjN8sMETECgrEbh0bhoyt/RYQMdq0/obPY9MPrQfNBujQN7p5/ZIUCeBonVM1rFs0kQbR15wiQCkdQwJapFkQJNVFwWAUmQGj5TPSqZ/VBBcEDSj+YmCzRqC+hxvLEE6jHvTMSbIV45lm1oZy44Mi6YlhapOZXkEEeS6eFnLN0xNNqRf1r52vYikR7Olv59IIqAAKkB2B3ApuRlW0EYnFxJoNGbBssHTbenQ2Blex7JDY3+surKM7DcOyLpjNTJ25JqkfRJIeY7RO2cBy8jODNOTuXdZnZ5EQYHf0xRQSGbwyCvdR3WUspkgh4gFTqz7pPkRzb4ac2IQGAtcO0+gNN1dGfdTCeB99hLH6HhWPMCwqHat96tYgiQvbrI98U22iKBfeu/HCvvemNeW5+sM2R3ARQvCWrYdIcWsM4iyFx7UpV0o6LGoR9mOdcwaSB57w89p7Aa3T7MbYS8iQUEdP+ZlIBrgitrUxpD1uyvv9bcmkR3eOMlkg0idRYgGkrWxhgBebe547BFqXyTW2Efu6ShTBsZR24590age+FTbQCfAwqBAfSoQy36SpUabns6s7mz/R/1q9Udv34QlNnTOW4/DR/X5xx5L/ZWQ3QFcpEOTQVs6R2vQaS/78SaRBgCkzq59zzEjLAHXhTg/aaMVINHzUXbP+9izPRKUNdGYMS+jzLBKll6tfY8Zi4Ct1VZUBpGaAAVyzM4SQgQaZXCfKhlAp457IOPM9C9/MZwKupX3t2jBI5soyProOW8cjnwtu+8pAFTwqPJUQKNdV4apiezKzveuDhGNln6sfnT7p2K49779V8L0JmV3ABcuWrYTZUdIcHRpPCOIc4loQVknAg3SSVj6LVZFipYJyzZledSReMBKipVND4Cn8g8JJpbj5+1lnaPWZ14/eoJcQ4mTmAIGUEDdLSEgmfRUBzulPgSeJz7VktWHLr0gLCFskxN8NIbJ0sGXjmoEsBIdaJ0M4CyZM2lAq5SPgJ+bABd8uFWWtRieEqA5we/sDuCiBWf+vwZgtPNSF5cokGvlvaAYOSEU2FgD3ULvWv9Ygd8DP1F27IEXjVGJMiHNsXpskSYesPAcRfe/1Q9eHUtqMAsIKEUzci7auzpgh48EYfDNrCYDVhlYXCrJAHgpSOaNJgyavkzbne6pQAoFxbJ8dAxts2S5SrY5dR5bfi9777J9YyWNWfbOs3cCkN0dwIULwhTwv5GBojkEGfgtHdnJaQXI7pxlj3bcY0n4/95EiPrIssXTaYERy25ZFwE+UiL9SN0aQAQFflkdlm38nSPyjZnyeK/f+D5K1NeRQ7fAq1WmJsNgSfZpKCnIPUSy6BqSTa6mtmUCSyfhyeiS9bzxkG2raTCGIkrakKTXO29de5YZsvpmNCaM71llpDJI0WR3ABe5hNAd08rJgB0Fe3lMDl6ux9MXBT2LAZLlNPF0R5maFkD4NXoBXzoNnp2jDqdkwGs2IQ4kssmrK89PDRIRE4IyKOG44vu5DEo/+pCbx35p5SK7vDKl98WS8H4WvM+ES+l1TpHIR0SAgsgHa1pSJs8R2QxmlJhoxzxWx9uo3DEnmUDP7fau1bPXOu+B+0UCVxessf7jG2m9cl4bJfYm5+/uAC6dZAavl/2b+mf6xOSgRUPjJZklP+eBKyRYeOzK1KzWa1OCMTSz8hglZPJIViayVWtTazvSgUjniBEnqNlR496U1CsFDpbeUtarhqDXUsrElL7oDgUWESOJzGnvqRjLX0Rgu0Q8dqafx/yFf8rnK6ynYCLwoCVmaELi+TJNEGAU1ffE9W0gMI/2sSD3viS5VmT3ABcLgFiD1xvcVn3ra5cctGg2WJlJlM2MMosJSBfJwkp0W/qzAzhidrIMjeXAvfJW25l2R3qVbJG/wwQOopUDhpTo/o36JXjFuLUs5bWNZnwZyQJzbb5790naLgMtapec31kWSGMcUeAeja0ocKG+1LNJJnxySSMCeiWCJo+ZOp4fmTKH0Xvn9YlkmzJtW3Mg80XzhOx84JKh+jQpGbAjJ6OACiuDsNr2AqRsKxqckunw9Fq0qUfdajpQsDEVLHU6Mscz9TQw5gG0SKxsMPsCK0tK3j2k6gEzTdcWJfAiQbEfg+BTSTUkA6w15kGWn/pkjVUPGdOLmk/Zdmuwkb1+i0UxvgPV2STreNdWwiwuOoGYKt44msp4qv2V+KJ5YpztfOCCZMTdJEM7LoPEJYpFAItmGy/nUZyRg+sGWIahQVkFLbhZQV0e7/5x+yLJlEFBC+KYNFCKjjPtmDYmpn6tF9HjjaP+t/buFfBV3rLO4Gmk4AVqmj1t66/BR5IBcXzTcroddF4FLxWr0ZY2n+RYRd+E6r3q32o3K9Hcd4FGwYtDkfHO20YZA+QDlZp+63hqTAAbyhEQV5roZYTrSMy5nQ9cuFj0q8UK8HKeHku3PC7/RtCmxVZ0/2tgIEN/o4MPyT4y2YgW7LU+zIATjbnxAIUGmCK7ed2sc0YcvMXUZZmTWpmf+mRFAaiSm1yzb9+sIU/EY9JuEDY2PZewvJG4gBp8y6tkvGoELk2XZ+tgrghbzD0YAdvFl/G6j5midrm2Jp/Qyc4BE+hsz7Usm8QT45J9dp5N1jmPRXNkdwEXKZLBKKVENb0y04kGgyyL2IPQe6XZiyceYyPBBhrcEdAgmTEUaHjlI+CQtdeSkjHmTWqLycpkrJIRQySbhWXBraezNIsvactyolMBpNffJfQ8Il4mn9XpLcWMdGU+qllwXzO2DOrJMcmAjecPPB2abRF4yCSNWdCUYYc0vaUgXyUHKjxiLWT3ARfvy6Ulg5+DnygIoOt9kT1WO5mgggQBz+FZ7FWnG7XJK6cxTdzuaOkl6kd04nOAUApyJUuG3kOEiSthfUrBgNb3A3BusIPa7xK2z+r/6DcaRKMMuvBrtr1NpeBrEW8DXjgInLjcuSjJAj6NZZLMTxaMWonfoK62cX/CnIESyInvLep0cDus9+FMuM+7A7gMnGzhp+uj5SIkSGYyn+64vMHc+SFBKGJFJPCK7PMCtxY85HV7E9yyS9oXZa0esEGF261lYKWZGNejsUnI/UN0R7ZM2cOhzQXPEUdOvSQz1/pJAvOBDRWWiZANtsjenRLw+0S+DXgKI4ckdFF91I4p891LnCJmR35HiIgGy0+afgTAyy+ko6A3ilXSRtnmlE8DtO3F5bZob5HVZ4DsDuBSREOKCWcNNM9ZymPeEoY2wTUnHbEE0n7NlsxSina8G3Syf+Rxz37LUXgBiOvjZTXwFU3ykoCSCczeRLfGyaIyYNW+5NdrZVkPYKWfZIrW4yuwJYP2kgHOKz8KtM7eHZRRzQrK0i1KZIY9ONdgY9v60CTq++QyfCkjygVlRTWRINe13UhqrbkWtY+Wz7CHaKKD3m/LHlB2PnDRBp/1WwZMK3uPBkYm644GJy+DBlSLkubgqBTMSds0uxDQgDA9iD0WKIoyNYtKtQAXKhE4vJSSuQ7UQcs54YGiCBBrtqoZu/O+lBIQkrmv2SDxREgNli6jv9ZY5nq6LH3kS4A3+BL5gBGpb8lUZhW1QWOm0UQyEg/QoYCydEP+gmTnAxdNSgaENrCsehGC9tr0WAoZMKI2tImggTEJNDyWycqoorZRW7UJKwETYp/nbCOwhN47JDCb2c6CgUwGEKLzIQKoJsMnX0LlvHzOZXIUQFzqxDP9j7JJT9S9ntrmVMZQC1DZp4+6eztbEnXBD26WSBi0nXlRCxyWsEuWIH42C0JlErIoSbK0Ox+49MF6wourPAfrDW4NOFgDyztviSwvgYmcCDUDGRoYtQyZ26cFPq5bY0A0Fsqb9Br97DkM7foRECclYm/kdU6RbCYl62VYkex5SUlPfRkbIrWYEiRIm2UTfeuJN0YiFjYzxrwlH9TG/jfwxI86Jwq+DZVNQmpLv8yVBLU1gC4CSqKEHBHLf5nlk+8oSt7znQ9cOqlBW01xQB7laIGN0vIok2Fly5zRkYNfsjTRxOFgymJkuD6EgfKOS/0eULTqROL1eZjBiP6bMqa8vufHMtlzps3ofGTfIuVStcefKLHAozW3uPTjwnnqUW0fAJPd3IsAhMyun2hAEEn3BMzUwDz4HEOSbSVi/cb6L3rVvWdbFiTw81NZG0+3FM+/mK8TKGA8FdlFwKXiJIwcEWdQkPako/DYjIxOK+OP2o/YAcsezyFb7VlMkwaCvH6x2vbAVPZapP2evd0xqceauJ6TyY4Fy44aggBQ7e9FS/Q0T+n1Wyxgf36uzzFejvdZCWC15nZGMu0hPsNLggbHCz8oiUjpl7slsJDvceHCgVEExDUwk7XLkgjkWPZMfbTZa9s77/kIrc7eUpEQlC7zHF1UN1qK0MprvyOnbzlPXl6yHLysxcRwO2R/8f89B20BAu9a5TnN0XtgSN4j5B5YtstjWv95IvstqlMSSLISZc4lAVDag2aHi87evc2ZU/Rr19r/L97f4WXZqPNX94s4c5GL1e81+nfRIBQZM2oALAhhTRMDi37ucBalIIBn7YrsCXUA71BBJTN2vOQX8rl7S0VDQSe4BC9W9mTplGWjm+4FZi8rjxyyFzg5ZWyBEG3AcRstMGBlJVFfewBPgjA0y8s4ak+vlTVIYKXViYJMxm50LMnfkQ3ZzH9QN7lnTD1W4Y2aFjjjx6dcZyeqHxHv7zBfOV+J7bIEnZuWTHnpGPd1Kvgo+BK2ddy6B6hM+VbVohONKGaYfSSZxopP8mQAcsT88L+zSaEiOx+4aGJ1rhcIkcEo2YvIBiR4e/Uj/chxeW0ekLJEBglLNy8rQQ3ax5IZssp4dqLHpT4E8Gq6o+DqCe+XCKBodWsJ8l2YLNMiP5gYfuzPCbBNM842+f9Z8ajuaBxl5s+lZkOil45l7fESi4wdg4Sp4veQ0CeUpCBla7FZRKIfE2HZ+t7VqFxNX5CcUx77Ujg/dwdwQW7aFJAgy0UBhZeHgnUwkaMJpIEETYf1WwZPi22QA9RjraRdno0oYJB2oQEkOq5l7RFTpIFYb9JawK0ElEwN2mp7ylMi/TU6zElmXoX0vbKnwWM85Fi1xkVkG+psreCr/YbtAF00em21916UlnW/Wl6RNej3rziP4EsZgXTDX0qfUAscIF9Az3yp2zteW6b0QaLu7gAuKGOAlKlN+0JtO48WRlS4F/SzwbI712UFHlNjtasFaw/oaSyOJrxc6dJM6b3VAltJVuL1n9VGSVDRrjuTPUqg4gahwj6NWCxELLC5aCfeNMM+sRgqJMNGl5+sa0PvqzcHayyTeMChhD3NinwEH2UCNZ9V4jdD+5g9yD1EGLLasQrRmfVJsi4oOx+4TGVbeJmMw9Ta1wIHAqqySwSaLdFE87JK7Xq0V8ZrdTLMgAV2ZDtRG5ZzkX1pMWQWo+RJxPZYx6wykrmpwch4zE8GbKEZsQSmGckyoNFTRZ4+lF7PZO1RWwO/gOwDKXjxHRHOCvRjo/AFexZA6jYwa8ABnV81nozp2ux18oRJMCxI4qbptNpC7ELGuzens6w0EfVLrxG4teKV1GXZEekskJ0PXKJMNqsrCshewOps0Savp0sLNB6F6YEdriNjg1aPH9MCradHs1kriwYgCZr4fef9iAT/ksw8BSJBmtcDlll7FpF9oTaMrmsBbkdbQprKqI36cB4HGa09i1VMBTfgG0iIhIkSuGeCn/eAr/UBwkUAZc9GInt+ZRnDiB3RjnsS+QXex5YtiF+Uv/nSawScoqTbeqTc8uUTmbSdD1yI8kyAJUjHewMF+S3PWVSylz1Hdmmgo8Q+y96sHssG67icDKiN1ufnkWMo+JX9rOoO3r6KTvDMGLbGkafTYjH6F3+VPokCbgQtYmqCD/5NlVKQkGHLBmUmPO1TQ6ZcQxooZjalBgnXQC+/huCNrpkEJHvOarMTvkSFsBxIe55v04C1VTeTzFm2WwCoQHY+cLGC1aXMSKc4zGaWzzg0ZsiiSTXhrI2s37Y02t9i6cieQ7JIbdJ5OjVg403+bMZkTUQrC/Vodc0eT7LZe+ZrsF35TveAKZyzfxMZzCnnNSnJzlNgJFiSssqVtik3l5aImvgkQUJJPXMOS/bIe7Tee4qs4vjIJnzRuJ8KONHEOCvcd9cA1mobALDbY1wC6ajKcKAVUv2o4yoBEERxdh6Jx4AgQVetp+xv8dqVgToLCizbMtK2QzoTyUQs0cASmnly+6cuZWg2lZSLrsPrb9dJTQyYtSSTnVv1+7/BrxCXLm9wJssM2kYyNtBRgV3q9TG2Dn0M3rJL/s0TM1X3Ar4wHPUvmlh51w09GaT41in3TRvno8SJP+hRcS5OXcFIys4HLp3UnMjIB8QsB1dKX9cYZEjGoAXTLtu2JkYUgD32xGIgPKYkXG91KE4P8XugaCrY0oQD4QyIicZCCdu1CKkRiLxxao0bKdY9LVlqWKR04FoL5PJvFyhbH7VkoAh9c6zWvpSIHe1ksBTCrvFSgFmtP6wgbi2rIt8f4uf40qplS1Y89iudzDkJaHqZr2COIIm7IQsZMU972tPoV3/1V+mzn/0sPf744/QHf/AH9LznPW9Q5vWvfz0dO3aMzp49S+9+97vp+uuvH5xfXV2lu+66ix555BE6c+YM3XPPPXTttddON+5SOu4a7fVBGnwhkicyY0ACNC+nLUFZdaRN1iDVwIIFWhCacbCkxWy1lr7k35FezXZ5LCtdILKoWySIwEsYTr/yeiVZtJSpDlobB327DnOFiqk76RbR9rN2TmWKRvrAb/vUYmzQubEoFgBpm9tgMWuID/bYDpSlQ0SyX5I9KvI/rQ3WrPIlbWh/F/ZF9VFyxRVX0O/+7u/S+vo6fed3fiddf/319GM/9mP02GOP9WVe+9rX0mte8xq65ZZb6MYbb6Tjx4/TO9/5Tjp06FBf5s4776SXvexl9PKXv5xuuukmOnToEL3jHe+g2ewSkURoMOOOPqLqvOUJ628t0Fh6oqzSQ9VeBos6UMt+61o0m0rEWorhx/g52VfZ4JcBPTWuD5ncCAvYn2fOzgou0DIko/mtDeTZ4MsBS8nyV8YRWhuM1aDlMWATlum881EfZGxK3YMJy1xTxdyDcgmWHUuWQ0vK1RRvmQ0VDWB5cWsquyI/p1AgDRFVpSBuv/12+sZv/Eb6pm/6JrPMQw89RHfeeSfdcccdRLTFrpw4cYJe97rX0Zvf/GY6cuQIPfLII/TKV76S7r77biIiuuaaa+hTn/oUveQlL6F77703tOPw4cN06tQpeukV309nT58rvyAPEGgsgZclIvrRzbgRKxGdn6pTQ81RX8k6HqDR6lrOWNqUvUa0TPbe1pCSNkvHEL8/s6WLWWh2HFl2NLOLywUIuMo+fizrlmxsryFTxlgnU/xALbnU4z3TXoltNe7LouqW1P9CHt8FdQ8ePkD3PPYrdOTIETp9+rSrpjp98V3f9V30+7//+3T33XfTiRMn6AMf+AD9wA/8QH/+uuuuo2uuuWYAPtbW1ug973kPvfCFLyQiohtuuIFWV1cHZR5++GF64IEH+jJSVldX6fDhw4N/RBSzHKhEqDOTqXpUGbrj3qRdDYrdG2wacyTbQUCR9Vv2jQVaPHbHAkzR8gqSLWjXLG3xgjwiJeOw1EF4T/tENG3PSjnvd0Ccf9tugZRBHxo61b6Z8lXbClnoFNHGNBcogIK2ly4N8P/l3yW6U08bVQg7GYCTqZNZMpliU6a/zbns7TsCntQqZYNL+j5bN5DqwOWZz3wm/dAP/RA9+OCD9O3f/u30z/7ZP6O77rqLXvnKVxIR0dGjR4mI6MSJE4N6J06c6M8dPXqULly4MFhekmWk3HrrrXTq1Kn+37Fjx3xD0ZuWASRoW1oQtsrXcr5RsOBLLFawkss/vCxfhrHakHZoQEBrn0/0LG0b9bXVpgaKLBBjCQISeFlkTKJlENo7s7lPvZfG03VyXKBtaFJESytPrxAFY6BgwzNyzBpbkaDjoURGiURiT4sV9Gp8wNCbq6X9UQr8LTvU8kE5bZ6Z81P0b8m9IfLvB/LSuUF5IwkM7UmuPCSkOnCZzWb0gQ98gH7iJ36CPvjBD9Kb3/xm+uVf/mX6oR/6oUG5VhjaNM3omBSvzO23305Hjhzp/7kbeb2Bg0gWkSNBBDneiTWxPeCh1cs6CM5EeLZzWzxdiI3ymhCbI8A0NdPIgicpaJ8gbMeUrCbjoLV7ie6rieypcW+4DN4/43wcUqtjCa/rgehKGaUJ4DXJ9Bly7Z4P0IJebYDlMYH97wqfX0DsQII2wp7BIEh+GgH8VpVXdqpwnz46VwlCJOdNdeDy8MMP03//7/99cOyP/uiP6Eu/9EuJiOj48eNERCPm5KqrrupZmOPHj9O+ffvoiiuuMMtIWVtbo9OnTw/+EZE9+BAEX0LRZaQ2VRcif4XtiJZSZJ9FwEgO8Ahw8HIc7PB7hma2ln0oQLPAT2kGqI23zkatX0sky/yU6iiRNLuSfJol+32iLGvHs16uU6uPjIWpLEpposNtGNSr9HK3qeMHDX7eBvBFCcLcIk/WZfsoAqk15yyauKh1xR62S/Tupuoaf/d3f5e+6qu+anDsWc96Fv3pn/4pERF98pOfpIcffphuvvnm/vzKygq96EUvove+971ERPT+97+f1tbWBmWOHj1Kz3nOc/oyKUEQPFqPKD9RsqwDkZ5ReEFcMhxWUI7Aguf8rckbLYlI+zWAw+1Dlho0u6ylF825aSBJ6vSAWnb8SOYIdbheGXQcRvcEPZcJEurTOm3g5LPveEk+ZpoGUkHWq5Y1AO9UJrSGSBsu9R6gbCLofVYi8xRdiWQSE+/7TtLHaGU0vRY4LgHNWpmIOUQTxsE543H7BbyrZ7mqNiL6+Z//eXrve99Lt956K91999309V//9fSDP/iD9IM/+IN9mTvvvJNuu+02evDBB+nBBx+k2267jc6ePUtve9vbiIjo1KlT9Ja3vIXe+MY30qOPPkonT56kN7zhDfThD3+Y3vWud+UMQoMqqiubjUTtWjvDNUpWyyC95QUkk490IHWRJRQr+5WTp4R+94BH6T3jOnjARvuXn7N0IP3mteNRuFp9q58sKbkXfZvau2Ya3clnr18CUtSm0qcw0DYstnFgA3AMaSt7LVNYvVqS9YPRb1RP6WdTouMoA5adRxlmbVE+XiYpI1/v9Ongbcid7wk2Eic/H1IduPz+7/8+vexlL6Pbb7+dfvInf5I++clP0o/+6I/2oISI6I477qADBw7Qm970Jrryyivp/vvvpxe/+MV05syZvsyrX/1q2tjYoLvvvpsOHDhA9913H73qVa+i+XzCANQcYJQFRQgXuZE8cIwCuLjBiGhZXVRfsjHZ4OnZkBWt/zIUqJfJymvT2J2SNkudj9bXUrzxoZXjf2dsL3FwpQHPuiYkuEfta31bah8S1GBgdAmBgXzXTHTfSoBXLYGCa8EblVXfHLytWQVIla+7FOhmpZkRERA/SpKtrp7lZ5DNv7Jtq/3sZmGi+u9x+UIR8z0utZ99L0LzwTsqtABlCQKwEKSuZbFeGcuWbBYc2YQCx1ptIdl8bceEXHfmXpbakgFyNWQRbGi2vWzfTR3jiCDsnvXq/kW+2wMJerXm/hR5ot5vUiqRvVP7VurPJPCXUJ7Q97h8wQlnGdq2/oC2PjrmMRKZDA+h9CSDYLbrnNdQtTa4vbZqsDdW38lj0o6oXs+8AO/FkU5Ca1u2p/2tgb6obUufx65wwKXpQR2T1YZ1naUi+2cK09j97bJf7HXo8hqzY7VkjHv3xjvPz2n32GMX0PuEzrfOBkuifok2bYZ+LvE6enRJyaqPtFGjTF8WjAfW3Az9frAXTAPEX+DyxWHlVMnQ6jUkS+GXyMiJKb9l4I2YGxnkUIeGCp9kWuCXE1QDEx4trl0f19U0FNKSvLznFLwA6Nkh7daOIWDUA3IlTIY3npBAnxkXKWBuBDceyKNXiE9NVtB7l6nPj2uBxJoDffsdY5t4QaXlI7SxVttXZr/9o9VHgio83oN3yRDl+rbUjqmyqPs0FcDUSHAc2R3AZQoDkBUEAWvtZAaKFrwt6g8NgFE2aoEK73ot1sCzX8ssZfDiAIbr1DJyNPBrx7U+QXSgZbndFriMABnXL3Vk2RbvtyWW3UjfmIGBfS0b+Spx6YZb7e+orGzbq5/1I6jvGLAwiWuP7nGNIIhcw2zJ93fIk0QZKQnCJctNEeuZrRdJLXYEYf6ysmDgtvOBi0eje3WmtsnFy9r7MkkHlKGfPScrgU0R6BIBWNLbMnha4EWzl+hidunZrQG0qA3NoWhgotNlsRlI4LOAhgZMtLYi0YBfxNzUcFToPdTaRECJJ8iYRZcGPdHmG8JOIOBelu/vo/E4uWXPIqXWCzc7KQEgENtiLEdpbE/4puQSGwvHQWm8QTe1loyVL/A9QjsfuGiCot8ipB5kx94ryKMXamk60YkgwYJ0fh7jIe3RGJ3ub22SasAJCmwsgFvXqzEwmn5NLy+HZkserZ4FGiOQoezF4H0egQ/v2r0xEQk6X0rBkQwmtR5dLdGFJBnyd7RfwmTNZnZ73XeeeFmTDV2wG7ceVUV9jwb64KdSnHe5aPVGPlQsfWgsXS3GjLcj9WjsLap/6v21xp53HrGlZjKUrLfzgUsW4WosiAco0nSw96hYJZTvBaopOrXzFqNiTVSN6fAyFQsYeeV4W1obmm3a30jbNQBMryt4kZUboAOQazEGFniJgCfXrf1tHZsKMiy7pgqi0wSPxobYEubBssMLtFPAGbJJdRH+ZFQmeDEh+p4P85UUCXZPghyzLWMsoOOA+wv0ZXtR+/yce954z5InEnB6SRxRDnAl5/LOBy48c83sTB/8dnZl13CeCJ2dQbdeoNJYDMjGxh6oEXsinbFXJ3KQkd0InR45QA/0yGNIBiVtgTMtoG8zdkQ6ovvaZf18DFk6IztKM76S8qjOyD94GXN2PnGd8jfCMk4RDyxrZUoCONp+JNk35Fof2PTOI3ut1POgD4v6p2kugrOMeImU5a89Gflrcf3WJnjTRy1uuWnnA5dOusFBhA0kS6ybauoqBEsZm3iZHqQZDlHqipC5tM1y0Fow05w8EtgiBsD6W7YZ2Y8uCyABOrpu1Pmj90K7hxogtdpXgUnUd8FjlZxRk7aN9AZOzepzrc0062mNuwmBIwsmMvM9w7Rl+2KKIAkQHDSDN6uixwbMlMKYy/OyzuCtr/PheM4CgF7nAphBSzLMmFz2Gc3duQ1ypyxfVVja3B3ApXQya/W6GznfxOpC9Pe87uD27OnEYz8kKBhQmkbg6PR4oMBiYKzAz49L/bINj2HSykbgSNoi9Uog6DFSUlAGJ7KV15X1UcAk20CcrsUESRuQMWFJhm2MHof2dGtSwo5lpWS+a3Z54DMD6jJJBG9r0X5LBjltH1S0NwrdT6P+Bpg0NU5MCK3eeM+yOW4787HeiOHldV3djl2cQCi0f3cAFySz5IJM4mjSZia0/KBiFISzbVjAIgoIvA0tk/eCY6ZvvOAWBU5rwsn7owVTmWFE4MPrG+u4N5ai+61dR3c+uvcReyJtiBxXDYFYQ2MueOwYyqT21wq+DA1heJB7mBU5Lq0yiB4U1JlZOZ9DiQcLIr1uHcGQaCwKF74pt/ZGZYv58pY6+ZjUyldlTQIgU7OtQZlLuJKgyO4ALkRl2Z4M1LWduswUOicTBiVjmUpjSCQFqNG7/JzFakgdUTatBf4MY8LrlYjFeljsTtS2d/+tQOOBWw18WYIC5oil0NiYEcATwKGmIGBZPuIpgaYn/D6o4KSh8KOmsry0UwJebicyrlCx2kaZwv5cwedISr7IXPQunQKGhGhsn1ze0cqUytR+5T4e3fSbtWXQXjJJR8W7356v6cYsZDt+z3Y+cMlQ5p6k6Wigay2a0srg+8BjLC0hQU0GzAwVbAE6eSz6rQGqKIhrwKir7wEt775LMIdm+fJcbVCbdT5tqzhzL9N17rsEDigzhxyzxqcHLLPSXZu1lIsGnAhIW4CdqH7WL9vWznkBAu3Prt+sp9sG93LiUojJIgMvpvP2Wmi/p7AD6LxGAE7pZlUteUSk9B5lx3Sp75PXk+ifnQ9csje7VuYyZUe1R89azIYXbD1mA8lkXUcTUJWaWPSrtNOi5bt6Xhaq2dYd05g0DdB5wMq6hhpijkHnOqM9V119r08t3ej1ldLOSJ1M8EXHtPUbBaLWXJjyJt8p1HoEDCNfgSQ9vb0T/ZvGLssnfqx3svCy3VKSVTbztE52rFpjqCZwlWMxMzdKH5PXfLp8zDsLYiv7yJ0PXBCZ8mimJ5MyR2XiepmV57C0AMxtlIhec+IWI6LZkQmM1jV4QEG7Fu/65N9efVnXchTeNU6575mMWd67SDhAi65dHkfGWw32AbGLl/PuKdLOlCw7A+oiRx8xjhlBx18p0KwRoLV9KR7IiECMXCoqkalvCC4FrpIxlQmadpxLdjXAktH1iKWt/n/xMsRoj1kEtgtk5wMXyCnPLwaBDLUYSQUn1Mwa2x40S+O2yKCbdb5oltaVl+1qtCcCAvj/lsON7POWq7T6Hgjylg2sPrEYs+h+WM4rc+8sezR7teMl7XSZWv+3cv28PU8ybEBGEMbQmmclAJX3CdKGp8cSpK8yPq4Ws+SxIqM2GZPCgYn2HhZeDtnwSzQGCwN7jHHqiTfns3WR+Tg4n/lcTOa+J/cgdQBqNF7YfZmS1PGmqmj5QpZoEvNBkZ2Qldeym6UlapZXtv4tLVGzsky0pKBpmTnzoBtlwoPrBLNNtY9AR6vV9dqU1xIFJgk+tLa19izdGkiIwJZs06Pipf4M+OD32mtXtu2xSaVZN2/TcqyyX6e2N0WiYKSOBSPjlHUQicaxPB/Nq6jtcF4CPm7qZlKtTS2oeW1LFoYviWb2j2jvILKWV9F7gAg8l5xNxVl21D024TFmSzi43GZjmqUlHUhGiS4oy3krv8jECuZWmQx69WjNZDbSLC1Rs7pKzWWXUXPZAWr3rRItbT899NnHaP65z1G7uTm0l/+vXQuRfr47boEUrtsKlJojtup4LInXvgZKuG7eVgQIkHFgXbcWsLTr8xyeZWNUhrfvZV7SpgjoqTry49bt00hfeB5wcl6fynGTlS7QehlwyX1FZCpYQOpHdi3izaejvlGWfLxxIYGlxcRAwKwbG3ypKfB7taVru28reqLKuH4umj/KJEeWfdq5/s+GiLqvfm8l2w3Puds5tXPn/ibnyM4HLkiw6sRzSFBb3U0uewSx2beP6EmX0/mnX06fuWEfPf6c87S0PKeVP3oqfdmvf5bmD/4JtRvrRnboTDQtoA7AmkKBWyyEdj68PkVXlKVHQMfTqdmotWsBI60NRGSfavcnAnxckAx/4LyDbN6T2qClbal3wiYTWGkDu9V+DaagacZ9Y4HaqYHOGz+1rocLCm4y5Udvr7WSFtmn4t0tWpmRbeNNuc2soXauLANxvYNjbJwSDcEMGQHbugauM9tXNYGq5zdKrqfri+2/uz7utzHMGmo6nbPZcH7M59S2LdF8Rs1sTu0mGW3kgOLOBy5Z6W/AUjBpkkyOlh0Mdr43RLOG2gOrdOZpq0R/4TG673lvpqcvH6CPvXCNXnbwNfSVv3SeNj/90EXmRbZl2cCvbaoDROh2DRBofyPMBNdr2SPBgNcX2gRHGA1ehy8FccARgR41eCcdySigOUFC63OLPYgyvaxE2R46f7iu6A2prvOebS0NoGNpcDx4x4vHYmm2WMJBkjcHpjJZ3GbEJl5HHhvpVZZkNJtk5o28u8Upw4PobHVpMP7a9Q3dZ3rXYrEMkT0Z/5q9h1ofenVH/o4BEA2QBntamm7bQjOjZmUbrMxm/XaGi+CloXZzTk3TUNu21KyvEy011G4k2LRAdj5wQZYsOrECQn9eQcje5OPOu9209W875HZtnWhjTtQQPePKz9GXLh+kpWZGz1pZpaPPO07r1z6JZseOEzXtxYE5srsd/q9do1bPCi7aeYuBsehE6YgtViUCXx7wipbAtPas+pGYzg5YvpDHM0HA0uEBwO5/C4jXyOJdB9/o48PrQ3N8TABX1ruPpK0Z4WM7Gj+jJQGlTZn98+Oa77DaRJdJMmMeLact95hBPrEvRerazvxpaWl7mX2FaGWVmn2r1O5f3Qqmm5vUnDlL88fPEp07d3GpwrIpYpoR26fMJwusdO1ZT1JZOrxxESWx4v6N2JXtfqfu+NKsP0/zlpoVIppvUjNvqZ3Pqd3Y2L4W4LUNgOx84CIHYh8wnLU7VQ8w+SxWBXAs7bwlOneOZg9/ho58Yj995KNfQn9y3Vn68pVDdGLzHJ18/CA9rW2HAxgFYdF5K9BGrIHFOPD/M6wVAjisADg1AGfro8F4ahbu1csAwIlryqOAlFlaipxkaVlNaiypeAB8UI73R8QeOXMW0ZFlIl1bANBcIlYSV3EvIBFtP7ww29oTePgQtZcfoo3LD9CFJ++j809aovXLiFYeJzr4mQ3a/+nT1LQttWtrRPONgouKjGHzgchhLYClP2/pi7fF29HYe9kuUc43XWx8e+8KXQQtS0tboGV5eQukzJaoWd46tpUgbQEXms+pXSOizbXtphpqW+PlhjzBB2XnAxcpkharQetpZUqyw6UlatfWaeXBh+iZv/YldPPBv0Ovff5/ov/wyNfQ0m9fTiuf/ARtzFtj0DNnZA0GLdCV7mfR2sgGnayjLpVonT7rQL3+j46VlLfKEsUOid8jNJu0pH/KRNnzEdYFWKisbeh+Ci7ocuConk+jp/eCcImWsJCsuKbIx4zRZZyIAahgVzNrqFlZpubAfmqOHKb1p11JJ599gB79xjX64Rvvo7948GP06Pwy+vEP/xW68P9eQU89d4BWT+/bCrjzlqhlQGCknwXpTjzQpf1tiWQ8tbaILjIb7Zy6Ta5e+82s2VoGs4BTxt+NNttuHWuWZltLPh1oWdpiWJqVFaLlZWr3rRDtW6V2u61mc5Oa82vUzOfUzpeINrcZF61tizEOZOcDF6RTtI1ii3AIjv5mZZlmBw9Sc+XltHHVETp79Qqt/GlDd9C30/4/3k9f9vaHafOzJ7cLKzRvFKCs5QR5LmIRtGytqyP1IcFWs8sCRJ49Wju8vDdBvCxJ2iPBYQnbYkkp84XqrgkGB7qT80WzBclIozazAKqm1NKb6Usr6+7PG30og6a7fBLss7DArFWf14lE07md7TerqzS//DI68yX76eTXzen/euH/Q99z+FHaCvbn6Y+/8vfol/77t9PmH28FTpPdUJagBsecTcQDNkSe9/pR6OxBgihrAywBdpaW7LKaRCCc39Nt2xr+Wo5me1/L8jK1+1epPbiP2tVlape22JbZeaLmQrNVZrZETbNBrnUFc2fnAxeADoMHGbJhChFFX7O0RM3+fbT5pEN06pkH6XN/+XF60w1vo6cuPU7/6Xl/jv71oy+mo7/2edr83Oex6+rbCgY0DyIcfEgdPPCjgELW18CVBWIsWjxiJdz9NiUsg2jXY7YyjEs4LguARrTEkb1+i86W0r0PI8OgIffGZayCeTgVpHl9WRsANizLLkmYSvdb8KUJ+T//mwd02cdyT44V6CUbbYGXaMll3m5l/0REG3NqNluihmiJ2bHebtKJ9SO0fKahlccuUHvu3NivWRtdtWv1lmikZJl5ughQBssy1l6XwaFm8Hf/NBVkgzG+tb9n23934KXf5zIjWlmmdnlG7VJD7ayhgca2JZpvUhvGIHC5lQkIfXeweDcZGQRTMgpWt93cJGpbapdndOHyhr7tuo/Rtx7YpOeu7qcfvfJjtPQ/P0rzL71m66V0kX4JACSDYbE1WlmtXPd3drnC+s31IAFd++21YQa/RJaiMTdWf9Rq12WJ2vhvophNMtueCVCpZ529nSgQQ2XAZiXdVA1goQKpJADsMnbrt6rbudZsP/S6nX7nAVn+4+2qfs4JfPy3BpAskMaPCxv6QD2fU7uxSbOz5+myhy7QlR+a0U8/8BL6zccP0qc3ztCvn3kK3f0Hz6cn/fEmLT9yimh9g2gOgkK5Z0W7f9vHQpbDu1/WPdHaHdUdMzL932qfOqy2akIz1DOf9/83S9vX3rZEG5tE6xvUXNik5sImzS5s0Oz8BjUb2+CePcnVdODcuZ6M7HzGhYtF/ZvlA9pU6uaZU6RfTpDNTZqfPkNLJw/R8rnL6OTawb7ojBr6yisfoRNXPpNWqEPXgDOxmA0ru7X0WMczbENpJoDsE/FYFqQd62+vD7Q6cEADmBlLp5adRPYiNlgyuE4lK+U2ue3NqPiRaySIciakiFlbwPKwZGcKsvGtY934LrTP80sZVmugE1wakuyK9tu1/WLZrXeHzLcC4oULRKsrtHzycXryh1t6/OQh+on7X0VrR1paOdPQ0T+b0/5HLlC7srzFCly40OsY6db2GEnwJNklDZRJcffHsDk0AEKb20UCpnO7Xv8+FXdVQEss7fE+0DmfUTuji0zKvL249aZtqdnYJKI1atqV7fPzLaC4cZFpaZrm4lJRpTm28xkXi33ofpeKlnUSCSdrDJiuXNsO0HN74QK1n36YnnL/Z+kD73o2/fqZI7TZzunY5ll63598Ga0+enaLKp23ykA29qtIsbLzrm/4MoglFsjR2u7t8pwgeE+sdi0GR6vjtZkBPjUZnYixGuisHFyJwP6aDf/xshGgj8pkRIKYQUY8ZWlogn3efa6xpJRhePj/XLLLSSGrC4IWr22vLb6/RC7bdO8OWV6i+f5VWrtilc48fYnOPPsCPeX5J+jqb/s0nfjGlj73rP208dTD1Ozf3+/RaGbNRVDQ6fX8dP+7Uc81S8H7vjRdDtiRyz8jHXLMt/OLS0Ql+6OkfsnmzC762P7x577OdpxY3urbtosds9nW5t3l5e3f28cq+q6dz7iUOo4MG+MNGJnpsDcQXnwZ0PziK/8PHyJa36Br/8sF+ntP+Wv00Df/R/qtz/w5uvqefUSf+B/Yi5S8PSgRy2Dt4bDaku1pxyPxsncUIAyWFprxMY2VGbArExgBz6ZLVS/Sg+qVAJx9eXawGTFak1aZoYnOK9qPJqW0D9J2JXTC9yHY66Hqntt9DDGJggXmx7RyqJ0WkNKWlqxr2F4qarYDYnPwAM0vv4wev+4QHX/BjL7723+b/sFTP0D7mq3M/61Pfwr9nxf+Kh387CqtHNsOoNvvdhk8XqzZbi6NbR0fvDlWXp83Rh32jX9Mt1lp+mWWro2Ln3uZD8BLB8hGj0xn5xq7n/K6mm2/ubW3aMundntc2pVlaleWqN23cnFz7oWNrTKbc2qWl7feT6a2KXxxQnY+41Iqs4tvCRz8r3Ww6zxFELbWTJvtV/5ffpjOP/PJdOyb9tE3fN3HaL1dov1L67R2qOnXF+22WLCWoEVjZLT6/P+I/dD2pmgsTpTR8z7qmCivTY/x0a6Zl7HAVW0mo2aAbIWjLWnfBRl6NrnV9pz9mXAuSEaeFTk2wkxXGQMl+0SsvRsD2yawa5pYe0Bk+96+GclGoSxKtAQ4mq9G9i7LS7utdi09nWyzLZuX7aNzT5pR86Vn6X+74r/1oIWI6Ln7jtH84JxmGy3R+a1loqYRgEMKODY6HXI+mHr7Apml3OESmbzPA+ZIaxvdz8P/lve709m9xr8r14312WxrGW7fCs1Xl2i+skTz1SVqV7Zj5/Zj1KQxR0RYUmrIHnCxZLTG2SFdcNAjTkJO+llD7f4VOn/lMrVffYb+/8/4D/SaJ32Cfu3L/xNd979/jNafc93WOwxmwgl1AVuCB3WPhBLAJROBLNd4YEUriwi/Dgl2pH0cpPDz1vKYBnhQm7zf0bkQtAFgUWZpUTuooEsKcpxGTnGKfd688eafWafAoUs7osAr24mATRY8OWDSvTceO4WAHX7dkX/z+stiIbR+7c5J9qdbwuiW1+ctzc5v0IGTc5p/+iC968z1tN5usRKb7Zz+05nn0ME/Xab9D52ldn19izHYDNg67pO1a9ZYku7/bsnGuiZLtHLapltevmtrYJoDyDRh2xRGpzrd/f9b5Rruf5eWxr6rbanZbKlZ37zob7mOZjaOXdImUHb+UlEkHnUrqUQvE4mo0iiraLc2NTXn1mi22VLbEq1s74Jaamb0A0f/C916/Q/Q1R/aR/OzZ4UTcrLr7BLBSJezdBNthoyWmbTlGwtYdeX5MW8/jwZ0PICmnZcS9WV0vd55b0lFtosuAUb2ZxkQOf4tOzNjRNrlLndUZsU0Ued2NzbAPRvdZk9zrCWuY8rymjsWDJ09qxUAVQkuvPtl/U/kBLGxvnbeUtO0W0sP587R0mNLdNmfNfS0zYP0z9a/nf7zNz6Lnnv5MfrA576EPv47z6CnfWCNlj7/eP9itB788KBvLQnJaxTnYPZR+pVmdnF8CFalmeXuswZeQjs6GTAoBohs58Rfgtc/ht7Mtp/SaonWN2h2riHabLdokDltAZf5fOv9Of2S8xZT06639phJJCV7wCVa75V/ExmTVAxQNEPdvontvKX52bM0O/FZOvTJA3TyI5fTu59/hP6ng+dps53TH194GjXzrcEzeF6/JJhqdnv2aWWsY7xNaz+JtC1axrGCvwZMSsUEbg7wWNSeCSkRIELtcc8FATJiZwZ7tgLwFNnizS/NXqs95P5YYM5LDELbAOYSlSlgDU3ItHoIYEKBnGzb843W+d7fbb0pttnYIFpbp9nZNdr/yBI97XdW6fjHrqM/vfKZNF8hOnCOaO3IEu170iFaWlun9uw53XbvurRyZoA36o0Si7k+3rZjQGiTZII4K6XZ24mVzI7692I8arrX9y+xRKlnpWZEm3NqNjapnc1oxnVubG49bSQZlMxScyC7B7h4WawahBOUMh+MELshQEc771+n3LYtzf7sM3Ttu1foR77iFfQlL3oTnZ2v0M//t2+jr/jI2e2XKSWcqlfOW6awjkmmQ56z2ixx4rJO99psqy0tw9X2w2QAh8vIifFTC8iUBqspwApoU31TKK8v54JmkzbnIkBFRKON08gcgOYiUIZny2qGvgDwGmwQhY574MNjGkp18vMmK6ec83TKBLKZ9b6SVldo44oDdPLZB+mxbzlP//eNd9MN+47RvobonjPPpjfe9xJq5pfRkdPnqTl1egvwbD9u3M4N8CaXqCy76eJ8GL251mPmpc7tcuoTRHxJyFna6zfwoi+gG83J2fB/oov2dE8EEVHD5m7HvrTbr//v35xLRE33f9sSbWy/udi69kLZ+cDFyi64Iyp1PBqNiNwQjsbZoJkduozoystp4+rL6bPPPUiz5XP0zx+9iT526iq69jeXaekP/4jmKB2IsiRZ5661IfdxZECBpV89N7fLd8et9hEQFfWPp9tjBEoFXuZbUEAV7Vvr7awArAtmfxD2JWrTW/4xlzk0EHwJlqr69gVAR4Igej94YPbYDS5ySYEf0wBI1lZNP9fT1Zk1F1/5f9nWhxU//1VEtz7vt+h/O/R5IjpERER//cjH6V9/5SN0/kNX05Htx3WbpqEWBRPK8hD/e7C/hf3vfjeIiwZEFODYzBh4EUAnva/FEwnWRrZstzNviRrmm5eWqF1dps2DK1sgpm1ptjTb2jw7n1NzYW38uv8KvhHcQfRFLDWcDZq1hEjXodtnzda3Hw4doDNP30/nvvk0vf0bf5Fef9V/oZ98xtvp2DcTza5+6sXNTdrmMSKfPRnZ47Aw2vmm0YOPPAZvxGT6tD0bXBeiU4IqZFlC2mPp5ec1W2R/S3bP0llij9ShBWVEonIaaOzPKQympzsDovgSUGSXJxJw9PdxFoORWiwKukkzskEG8KnCQcKUjaQWWImCtwRMIOM3kBlROyOaXSD69NqTaJPpuNBu0Nm1FVo+11Jz5uzgNRLuo8ycfbD2OA4uo+3/D/fOjCvrwHE2HJv9y+CEz5f9Mbim0jEirrVnWWbsCaHu6dYOrG2/7r9dbqhdnl38vtHcWsKdHpN3PnAhEg4LWA+Uog1uBDGP7FCcfyfdBFhqaONAQ8986qP0rJX9dOXSQfqG/Uv0v9z0Pnr82VdRs7rq6Gv0gSIZCQ8M9AOVfVQLDYRSB1Jf2mMFvGgPg5bRW+Atcz3espSlS4K3iAGS7fG/tT6JdHjLedzubHD2sukSJi+SKUyopw8KKs4YyQSFEh8T2WABxpKAoC2NWABEAzoekEKOe35UlGvnbf+tonY+p+bsBdr/yAW64mNE//L+b6Rff/xKOjtfo8/Pz9FdJ59PZ//gyXTk4+eoPXueqG23vlDcXnwPy+ha+e+gL/n3hUZMZIZ1146z5aEeEIl+6o6rS7cjQBT4O2UZbGDjfE60uUnqa/vnc2rWN2m2tkmzC9v/utf+b25Syz+1UJGx3PlLRUQ5h0WkZJMgs1KybNTVaxtqzzxOs1OHaOXsYfrEI0+mc1+5Roea/UREtNJs0tqRJTqwtET9p8wHOoJApFHfHhgYXAu4nIQs01jnrP0z7vo3sPQwdS+Ltdw2WkYIlul4fc82dDlFk8F+AGdJq0R3p78Ti+VBWCJpR629QZZtYfnkEqq21DFVSpf6Ji8HBkFFvc8gw2ItSWn61eU8bQlvTrS+TrS2TM25C7T82Dm6/ONEq4/vp//ro99Df/+qlmZrRJcdI7r2f1yg5ZOPb9XbfqTXZUW0304s6D+7woN+4bjgdo2eLgpYttE1IUtVYyWDNvq9O227DVgEu9M0RPOWms050frmFgMym20BmY05NefXtr5ltLm5BcTmnX7jBapEqYRydwCXrCBroFN0yDJdNrG2TnTsOF1ORGefcpTe+FXPo7//lAfo1Pw8vfPYV9ORR9aJ1tdptAlrquOX9b19JrK81TayYVW2o7IEmvMK2tSOc9GuzVqyknqR49G9qBqk+b0AxlzNJZDREkwzPue132dwFQHAqD1gH1pJn0T7FzJBozYIstroxNq/0Z2TG2KjJMYCGJYdXhuZvlhZpvm+FbrwpH106hlLdPprLtBXfOlnaGW2SX/86aupbfbTky8cotWz56k9f37rKZjZ+B0o6Xa78vJ/DeRVYR4VhssCMxpogQDwxXrd23i32J/Z1lNFRDR4HLpptt471j15NCeipt3eyDtnPqFbVprpm3QLZXcAl9IBNMWhyMEVTMxm1lCzukKzI4epJaIrPr5Gb/3wC+j7/uL76MH1K+nMf3sKXfWRj9PG2voYsFhB12IxRo03Y138nFXeOt9J1O8e8xPZ6x3Xlo26ZRKPKeFlpV6ERbkkGbJi75T6yPko+I+AbQJARWUng3KQLUXmOrrMnGZ8LgFoURkd5b5q58L7D+on0hkezzeyY82s2XqaaGWFaHWF5ocO0tlnXEYnblyi//V/+m267Snvp4OzraX0j1x3jv5/m7fQ/s/tp5UTq9Q020F2ky4u73jMBLAVQO4x6Z9U6nR2wNwbc1yPMr5GS1Esrozbd/a8RbZwxoi3pT5VNCeipf6bUe2+5Yuv/N8uN9sGOc18Tu3G0uBL0fZ4wef5zt/jMnL0yvqpWdfJTDyRG9asZSeuc2mJmv37qD1yiM4980n08AtX6W8897200hCtNpt04ambRPtWxTUo2b8V1HjAjjZSavW7chwASF0ISNIk2gOD/rbYku4YuozlgTVtj4il25Jo74onGqgoqW/tM0Ay6ohtmCqePVM2HnqCACg+p0ttmGK7tZE0Klu6tM0DO2/PGg8l+/60YOnoaJrt7xWtrlJ7YIXOPWmJ1r/kAn3X5R/oQQsR0dVLc9p/6ALNl2nrXSPaHo3ON8ulHg2YZZf+tb/l9bTK8pVss//JQIPSRyZoIYqTBGsszZqLYEWW3wYztLz1VNF8dYnm+7b+tfu2jrXL24+te58mKJSdD1ysbHCRVG7k2KVDILq4OXdlmS5cuUzzrzpDf+dJf0hPXz5E33xgTr/wHb9Cj950Lc0O7KfBa5O9YN23yRmHmQ54rLrangyPociwKN5SlNQXtaedQ+2QbVrCAQqyJJXdVOvVtQIAEnCjeoO/HUDlBajIntSGaOea5ptje0skW09mrGlWhQWWYpvFPbOARilTrN3XKWyQZqOn3ysvj8+25vrK4y01J1fp/rNfMXiq6BMbq3TuMwfp4CMbROfOD/RAL3oDjptPFI2W36RfGIOPAfDoniKyWBcuDXtZXNd2FtyLa9M2A/dARZaXrP7mxf+bzfkW09L5u+46KviI3bFU1ImXVRBNm6SoGNlKu0lbr/xfW6fZekub60u0yZ6A/9rVz9LnvrqhJx08SO2FC8k2+UZIZZnJAgJyn4q1b8VaWvAAkidT9ohEe1+0ayhZPkE2dHr6LbBmLWV1Ac9broruDXrNbl+ULp2CYM29t8p+GO2akbGG9MNo6XXKMlNyea9kiSwCVe61BiwBct+z/WMFV21Px/axtm239kqcv0Czz5+ly44t01N/fz/d2X4nvef5/4O+5shD9GfnnkT/74eeTVf/7oz2HT+1VYeI2k0QtEhmTfYNs099okhel8b4i3LdAxfNrBksq6jvTmLn1M8ElNx/zfburblSeNK8sUnNhXWatctb9my2RBtzarpPAnTlPMkstW/LzgcuETCZMiG9Np212qHutn/0eH72LM0+81k69Cf76cBHLqd3veBq+l8OnSIiopPzZWrmzUXUqtpp7FMhKnOWHojx6muIPGrL2p/j6UCuR16HxRp57ZT2Z1YicOQBLoTpQoKnqtthezjNHo35KMBHfWruuQhAYakgYHbKPrjStvsyybYjUFgCPFD/6e130cp3+tn4auft1ptvu6eK1jdo+cwaHTo2o5XHV+hPHvhK+uhTnkXzVaLL1ojmKy1tXraPVlZXqZ2d09vy7NDOWfuCsstIcg/RoIjzYjlRp2d9OrAjl7UGfyfAfTvv3+TezLeTUL7s032LaPspIqINos3tF/1tbm5/p0iwtxbbUjBfdz5wkZnqFBrVmoBS73wTb2870PevsZ5vvfL/6P376B/f9B30P//5f0VERD/5py+lp3xok9rTZ8b1tb+zKDYKeNaSFA+mVoBHMmLvd2Zga8EcldJ2aujVxosHmKZuWu31WSzkOAMfvdqciH1QUDB5rN5AT9bRS2lbGrMu3qbDiMVJ+gXJJiJLdaXMY2RDtCSN9nFU1gKfHnttnQ+ZKTY+GNsyWApZWiJaXiaazWjz4Ap9/rp99Og3rdFP/4X/h77lwJ/SwdkSfXZzk77nI6+ik7/+VHrq2TVqzp3bAjzbusPX40fnBj8bIlryl0GkTgWA9G/hXVrqr916c25kkzpGvP1+Mgnp1DTN1jLRTOifzbZeRDebUbuyRPN9y1tvziWi2cZsa4rOt75lRJvzi/Wz7JshO3+PC5FwHApaRkTSaN1+EVUvC/TzzfH5kX1bk3F26DKiq59C61/9dHrohfvp2U8+Tqfna/T5+Rp96MNfRpf/3qdofp4tE0UUnLUcIc9pgEf+jlgHia69vRKo49Z0oPtIpgrat1Pb19a/EVuQewa1D7KQTfAROGkX328hdZcmDlw/P2bNabmfy9ObzZgtPaPjBiBPOuqRDbJ/I9AQ6WPSLC1dzNwRMKKd84KsVd8BZIP3nKwsU7O8RPOD++ns0/bT5/5cSz/+gt+i7zn8KF2zfIgunx2gL185RD/8zP9Mp7+MaH5gZavibDbYKNq3yftQ+y3+5q/57x8d1q5nfBFmmdGTRR27IUEbs0H+C6UDLIF/GOmyfH/TbG3OXVmi+YFl2jy4TBuXbf3fHlghWlkmWlne2kzdNBf7vsJeqt0BXDrha3NEMZjg/3flo6xROljPUQlk26ys0Pzyg3Tqy/bTvq8/Sb/wJf+JnrJ0GV0520/P+9qP0/oznjqcKB4wkaJlfuYmzOA4r+str0RLS1FbFovj1ZuSzVrAzpPJ2XOCjfFAZYntmi4U9EhWyAJgtZZRUIDFj82dl10R5VgJXifreLU+ncQ40bh/s4DKKdvvtShdRtcATFTWW47k/88aarsMfnlGmysNzVdamrfjMX++XaWl8w0tnb5AtLGxddB7yy3IOg2WcqLrz4yVDqxw4NCxncqjz3JDcKPUU6Vb4tTs4wnKXPgEBdC0s9nWY+ZEW49DzxqaL822PwPAdKO2gbK7gItHwUeOVwIYdT8CgLY987bXBTdXia46dIYunx0gIqKVZol+8kveQSe+/jKaHbrsInixNoHJnd4aAPAYA2+ZxtrU25XVjqkX2/qgJsyUk8EZDsgLYnBqtIkup025hgiIZOuNys0uXR+je2ZG9YB5nLkG7d6M5slsXCbSNbINAEhucsOC8ybAFA/sEnsrkPKybelrlb0ffTDd3NoUevAz63T5Hy/RL/zRN9P7LqzThXadzs7X6ENr5+nnPvyt9JSPbFDz+TNbvrV7/TxPPKXNGuMjl6+EdCBi6qO+7frG9svc2D+mn9s4aisLBoyloV7kcljTXOz77Se6aD6nZnOTmvU5NRstzdbnNFuf09KFza23525v0O02R/NPGUxiHGk37HFBJWIHEMedXS9l4Gi+tk6zxx+npc+eogMnD9HHPnmUPvOsx+mqpcuIiOiK2Qadf2pLtLoiJpqzX8Tam9LV80TuX5FgSLaF6JT1IrbFs6nTobI9HeXs7MuxbMpKlT0LDrhDljpGjrbAnmjPUYkezf4O9Gf6TTJL2fpZsfZ08PMhKOJ7fZR9V1q/9G0q9SzdXLpMOsq2icblkD0dXnkOOiJmJeMnZXBt51tvD19fp+bseVo5uUpXPtjQ46eO0F///f+Dzh2dUzMn2v+ZGT3543M6+KnT26+dn7Onijbt9iybhT2D1/33xZU9LmAf8022KijRQBz72/z+ktenPDnn7D//qGPXRttSs7w8nt+bc5pdWCeaEc3WtpiWZn2TmvVNovWN7Q287RZw3NY9+IJ2oewBFy4j511AJWsiJ4BGJbZzmp+/QO3xz9CRDxBddejp9LPPu4l+9ugfEBHRBy4cpQPHG6ILF8YDtMSJS+dvMSkewPAcrLc3Ri4DoctJGiCzgqM8bgWMKWJdd602tAA9+p3NtMrt4w61d9xeGx7AyICWRd9HIjuQI0HWTR5mpH7SAAKlDsCOAAK30dsQ2R2fb2493ViyJBcwEmq9IJEbleGBdDbbyt5nM5rvX6bzVy7T6S9raOWGz9FNVx+jq/edpk8+/mT64P1fQbP1Q3T49Hlqzl/YAjAt8Mp/2W8ZZm5CzNAYG/WdKvI8CfAS3Q90yW7WUP+a/5GxzdbSVrP9RWh5enObUe9Yrvl8S986i10T+mr3AZdUphdMdu8Yqo8NmGZlmWYHDxLNW7r8E+foNz76tfT3nvo79OTZAfr3J7+WnvqhczQ/87hoO+H8ULbB02kFIS0TtgKXR52jQU4LYFpm64nFyERte1IjoFrXYQVBq64mRWzM9t4HmdkhbSyKjeK2qfNKAp5gE648zp8MjMrXYLj64xN8CZFIRoxlAO3cAGgp7USZu1ze0ZYi5DGUhdmu273yv1ldoebgAZofOUhnn7afPvP8hn74O/8j/ciVD9JKc3EP4M9c8af01pM302WfPkizk48RzWZbrMHGhj2Gu82v3RN00k7RR0Mwz5ZCEoF5AFiaGXvkePieFq6fz0N4iSr0DQoA2S7fdCsK7fbbdDs9y0vU7luhzf3LW3tcGqJmZYloTjTb2CRaXiJamw2fSooAISC7a48LEeZkrMmOZDmFsvWtolVqDl1GG9dcSSeffYCuv/Y4PT5v6Uy79STR+qHlLZTbtamuaTMgEAVhj00ZGQgCpJASN/bUIPQ4svlY28DKj/HfnBWQxywbELH2MdTq62y7U2Wik1momAFPY+ES12AtQWalZO+B16azqXLr/+C6gf0Mrl2yfQkIteWjqO813cb19a/tX1mmzctW6fyTZrT8jDP0V498aABaiIief/ATtHakvfjOEaKL+y2E3rFJ7bgMuwb5JE8H6t0Nsvw6nWvsr7Pb9Cr2uAyeatJAS2qci72b2vGmGfRb/0K/WUPtUkPzlRlt7pvR5v4l2ty3RO1yQ+3KbAu0bD/JpX46YGQ37rcWDlx+/Md/nNq2pZ//+Z8fHH/9619Px44do7Nnz9K73/1uuv766wfnV1dX6a677qJHHnmEzpw5Q/fccw9de+2104xBHQ+ngL19GLVlm06bH1imtcsb+qtX/z5dt7L1eN/tT7uXPv0tS7T0pCsvDtbZkg5OLEDD/1kSbdb1gBGi3wMEHLygdeU5DZxZy2HhXhmHKdJ+a3sx5HGtvHo9ylh1nT+7tsksR0xNF+uKwFXpfCudj9ZcyfZ/jXbVckbw8/ZSeMKftLJYgQ5oaIyNtZzDQYe27ODZqewhGRzX7Nuc02xtk1bOtHThswfo985fO3jl/3q7SXc/+vV0+E+Ilj73+MW30XIQoF1jtEfFsL1hIGN8zWLMi/0l43cjbW9oNZaJRpt1NZu0e6f63vkQSHX2aPeJb44momb7TbnNvKWl9Tk1c+ZTZw21SiwaPa0mtyWAslDg8vznP59+8Ad/kP7wD/9wcPy1r30tveY1r6FbbrmFbrzxRjp+/Di9853vpEOHDvVl7rzzTnrZy15GL3/5y+mmm26iQ4cO0Tve8Q6ayRfhLFJkEBggZrCTQbDUztutybW2Ts3anGZrRB87f01//vLZfrrsyz9Pm0efHOv0ApgM3HJwRcHVWgaYEjilTg9ESPZEs3FKO4hOC6Bll0hKAEYJqBuVDcZP1QAtGYRgKc9atuPjNALXrj3GPZN7pkr6IALtWruXWjRGhv/tBW4J6Cx2RTs/sGFm15Vgigf4zU1qNzaoXVun9vwFWnr0NB3+03N0zXtm9Pf/3Svo2/77y+j/fOR6+r8/+1X0HX/0MvrdX//z9NQPnCE6d57atqV2fePi01LcFs1WAS5kGb6ZtgMS5ocOLfaOXesALLTzfj+Ox1bJDbqD9q2EQVc0BnHN7CKAknU3N7ceL9/c2oA7O7tGS4+v08qpNVo5vU7LZ9Zpdm6dmvUNoo1Nos3NMdPl9Q0gC0MBl112Gf2rf/Wv6G/+zb9Jn/vc5wbnfvRHf5T+0T/6R/Qbv/Eb9JGPfIS+//u/nw4ePEiveMUriIjoyJEj9Df+xt+gH/uxH6P77ruPPvjBD9L3fu/30td8zdfQt33bt5UbVcshZ/R42QfRAIXP19Zp8+TnaOXTj9IVn1inf/3A8+nj61tvyv30xjk6c3r/RZ39wA+AhscqeHs7tCUWTyJgYTE1kv3wrsVqszRolQZABKBpYDDDCqBLIFab3rkJ82D8xEPimrJLLRZjVdoHsq66x6NwLHV1kT05Xygilyv6fraWyp1seaodXDQ2Z/tfO98GIOfPE507T8ufO0uH/uwcPe23N+jcr1xDv/a2b6a3/sa30ol3PZ0Onmhpvm+ZaP8+apacvT4Z9ooF+XZzc2yrV1dLggUY6oDVCAxZdbaBk1qGbycwE4KZ/re8Dgn4thmhZn2DmgsbNDu3TrMza7T0+Bo1axtbTxatrV/07fN5f101ZGGz6Bd/8Rfp3//7f0/33Xff4Ph1111H11xzDd177739sbW1NXrPe95DL3zhC4mI6IYbbqDV1dVBmYcffpgeeOCBvoyU1dVVOnz48OCfK4tY6pF6PSelBuo5tWtrtHHsYTr4ex+na//dCn3nf/1h+plHv5L+9v94OR36wAFa+sznLqJzKxBr/3sgxAI1niO22ApkL4zFqEgmA1m+6dqVvxFQok1mc6+A0381lynkedmul9UjS2lTRKO13TZnArQWAqYUm5TYm5JKQBLX7elI73lZkJ8iGgftGds/hwCsHuw5ewK7/zlIipaLLFtpGzh3eyaWlqhdXabzV+2jEy9YoS/7oY/R237o5+i//O8/S//xh++gb7jl9+nYNx2g9aNXEO3bAi/N0tJF8K3tM0FsEdfUbL/hdrDsgooo3+kavBWXvberb4vVdzfnRj4U2XvUfauIS2/T1v1ol7de/d+uLG2/lG7WfwJgS1drf6uoYIwv5Kmi7/7u76bnPe95dOONN47OHT16lIiITpw4MTh+4sQJesYzntGXuXDhAj322GOjMl19Kbfeeiv91E/9FG5klLWhm4ncYAigb7kfYrve5uc+T5f9xw/Rl//JM+k3/ty30srZlp7+wWO08fAJ++ZzXV7GH12b3KuhnZN65d8j6t1Zmspku16fR9c36mdFF8J0RHtd0GO8L7RxgLQzagN7kiEUdA64OpjD8+yq0VZkRyel/TO6F04Qtq6nZHyHwHDivdaWZbL6XT83w/rfKyPONUtLRKsr1B7YR+tXHqDPf9kyrX7d5+gfPf036ctXLm43+KGnvIfe/syvpbUPrtLKJxtql7b3BHLywLpmuU/EYM5HTwShoM8Trd3+lL4cdHGPjdgjBN0/sTwqN17z7RntnIhmWwwM89vtbEbtviVqZw3N1ucXwY4WD0djIj/3qwOXpz/96fRP/sk/oRe/+MV04cIFs5xc82qaZnRMilfm9ttvp5/7uZ/rfx8+fJiOHTumNVzPSWpZuRk0HaSp1Zlv0vzCnOhDf0xXPLCFsjc4Nanp4e1nbJMSBVjepixvtW85Y4/KjI7xc6NJEoBKS1ck2fGjgbrub2lHJVZEbTsrmXEc2tRS/xi35kw9oBmV0WQQjMdJASzZ+VxDvHnrBfTawtkDLeAggEQGcQ+0IEG/nRPR1rtDaPujtJv7tsovzeaj5YOz7TI155Zo+fGtF9ZtvYgOyO6tJ6ZMs4IlWnDsDpgbZstgSUrYprIt0u7IhkZpt6+/tPVSvP5L0US0OaeWNrZYr/kS0eZ8+4vQ2+3O50Tde1y2+3ywpFVh3FZfKrrhhhvo6quvpve///20vr5O6+vr9M3f/M30d/7O36H19fWeaZHMyVVXXdWfO378OO3bt4+uuOIKs4yUtbU1On369OBfL6XUfpbCsmjqwY77gHIe7EnZqre1KW3ddvgeWInakaItR3jLLql9G8C+AI0VkW3Kc6XZrSxvXbO1PINcuwXY+D0rpavRthe53JCxgwjPADkYtcaDVke2EY17r5+ngj74KUbn/mT6znuCy+w3YD9Hp9sDTRLEyONR9i/3ZkjhIKptiTY2qLmwRvtOXqDDxzbp8T98Et366e+i919Yoz/bOEPvu7BOt3z0r9FVv9fQvv9xgtrtDbqD5U4LRHn7VSz7tGshyo8hDuLkPhrefntxz4i6ORi1QZsz233Uf2Kh23szv7hBmjbnW2Dwwho15y9Qc26Nmu19LrPzG9SsrVNzfo3ate1/6xvjpGqCVGdc7rvvPnrOc54zOPYv/sW/oI9+9KP0Mz/zM/SJT3yCHn74Ybr55pvpgx/8IBERrays0Ite9CJ63eteR0RE73//+2ltbY1uvvlm+rVf+zUi2gI6z3nOc+i1r31tziDJRmjLH/y8ZC2sjNkTSb9yBIzSwF1575oQu9DlIW5TRFdb4MIrp4HHKAuwQIvGsHjtaddktanZ1tW3+qV0abG/RiUzyixBRGUWtQyTHVuWZKhjKzmIXszH69fo51EgD5YdpX8ZsBfZ4GbYFyU2mpQu5WjtmXYEoMVjcnh7tBWoaX2DiM4TzVta2pzTkccv0MGHDtDD938F/dCT/w+arxDtf2xOl3/8DM3+7GO0eepM7ttLKJtERO2mU8bTKfT0upoZDdayzKVr0WdaWWSpaOQrhrGr3dxmdeazixt025ba+ZyaleWtV/mvrVGzskLNmbNEy8vUMS1boGV9C+ho7U7wH9WBy5kzZ+gjH/nI4Njjjz9Ojz76aH/8zjvvpNtuu40efPBBevDBB+m2226js2fP0tve9jYiIjp16hS95S1voTe+8Y306KOP0smTJ+kNb3gDffjDH6Z3vetdOYNkgLOcXHaJY1AmkY1YIoGVtNlz7BkAYNUZMD0OCJot0aD/NP0WsODntN8j5x4ACeReSebEAzGe3S6FD4AJq1wGCEGg2bku/r9XBwboFQARB27FOgyHjSwvahKVt5a7vEAhk6HSzwBwHdn5pR3zfBUKkCzpxxsKKpV9JcoyY7tJW8sX6xvUXLhAzedP0fJDDS3PWzrYtttLFZvUbs5pUwIWCPwrfRL1d4aF0a45KofYqOnLimSb2q3vMjWzrX6nWbP18USiLQar26S7vg1OZs3Fj0O2rc62dHZOmPdPyCv/77jjDjpw4AC96U1voiuvvJLuv/9+evGLX0xnzpzpy7z61a+mjY0Nuvvuu+nAgQN033330ate9Sqaz5MXKzPlzACusTlN2oI4S767v/s/u9FK6rTKeOVVZkrpPzRwc0FYnEzA0diWCHSigAhp22qDH9cARCloyJTvgmofAJwAzM9H7ajgMek4F8EGSZA/dTPgaGyCTIMlGcA0VUfEtnSfNkDnnyZTgPZAjxLAtX5nbMcWk7K1l1Lu91BfpBbNccsmJFkqEQQoeuIBnwp7SS7q2f6O1XxGLbVbAGV9610uTdOQ9PDdC/RGS12VbGuIRm3uCDl8+DCdOnWKXnr599HZM+enKbPoy2oDI0mZaeWtY1mdXEfEUEwVdIkJAUYao4AAHE83ylBYusIsjdlZApi8MhprZ31/p/T+Xup6Wf0Rc+nVJ7L7s7b9NfUh12iNlSl21PSHpcIYm/4rxKWCzN1F+cRLMTdQGWxzMDYEj/ZWOfuIHN988PABuuexX6EjR44M96gqUn1z7hekdJ2lZf7e8f58ZcQo7WmaMVtg1ZHlucgg6wXC7n/OSHEbeBlpm8rEtP5vrb6nV9Mnz0s2jdsr+0Ira9nZiXRQGlCUZRHh+jzmRf4f2crLS1u9/VKZPtHazEqmr0Z1kXdsWAwiYwuj+lpm3W+yV+aqtvEelVLwpx1zN8CCzKAnVv9H+zsWIY7eHrRo71WJfAvRcIxa50eNJu+/uim/GZ8rHVdaW9rc8/QrG4NHG4K3NxH3/yRo0WLJRNkdwKUoqw66ZspgymTWkbPJZO28fSsg8zIeQEIlcgq8DSSgezZIwKIFHwvYWffT0xEBuAgQIGOI3wf03mo6Sm3MCAJorXZRvdom0ayUOk9r82sHGGr2pSUlT0FJwIXWI1ISBnBz60BHJSYm0sv3x/Bj8rgKSjUw2ozPe32V9otOv/BvSk0J9trGXe36LdHs5E82SXaF/5P6kT4EZecDlxn7YqjHUmjZGZLhZsULGiUgYUCFC1rc02NlvTJAIoFesjISFGkDFgnqVnkN9GjCna6VIZVm/yjrhTJo8niG5ULGIpLtSOZNs9WTqSBXs4frGI2RwoCI3J+oHnK+UnY5bKPgSaQpwCGaY6PyiSUj+Y4XS/o5EPjkvozDkCNsm3q8cqiM5hiSVCFj12NazTot9Qwi5FuMPkelwP/ufOCiDmJjyUJK6SCu/W4I+UKkTtzlGCQzasaBFrapGQIDCSYyk02bICmQaUz6yOlmrh0N+rysB4y0frJAiuVAUgHFAYE1lhAsyQb7iD1S+zLpxjwAjdZDjpfKopZWIqnBEEVLRt47XrifG/wT9wv1v1wHr18ichMt0n5GUCanAxVRHfRemn76EjKIBfdkFwAXI2hkRKMfwzc8ThC5dp4RC1AgbaEig4tGtSKsjXcss8RQUl8CLSuY12AbLIpUA1zSFgsIaktwiFwKVsDTX5JZ8rLqvdYetaTc3Jky5/p6lfpyfvF9Gaq4CcsEBkn6jimS6nvxCG73d8SeRO1zHVPAoNxvEiYxgX1Tgek8uenYi4GZhGiRDGJSdj5w0WjmDMVOVDZ5zMBpdLmXFYzWaJ2NVlwHMsm8pSGPMZDLQ9J2z+nKNjLgMqI4eX0NgET3Xi6XRMtB2UChgT5ENEaqiL2bwNygfZ9tHzlvMTPa+NECYWTjYA4s8OmYzHgpYYNqJAEZMNnXA/a1jPY+FGz0lfXUzbesnehleX0db2wnHqUvYq+Va+h0aUv+yLgoZRUXLVOWvZjsfODSyaJvZLSnpJPoHRB9YGWDuRFfAM080ikdvOronQyOCA82XL/sb8lw8HPQOioIdjxgEF1ndJ7/9gKFJVmwUSv7jdpABaWzS8UD4nyvWmnbmaA+qFfRTapgAfQd6HmpFwEi0TiPJPtUUenj0x5AkktMiB2d9O/OmjjfkDFmbXbVdJWCaHTMljyEgurOJKRJ/7F7gMuipdrO+Y4p2NLXfdr84nngMbkoqEZZrWQdtPrI0ojXRum+BL6cUhJ0M8GXM07ckU+h47VzWdaphmQDE5fsvSsFR9p+CFkuG8St9uTy0gDQLvj9JDWelIr09vorLQNkGEfrHVjh0qCy5KcFec5Ib5/vP1iYlYUktcFy6SKkBuDR9p+ggLNw7woquxO4IAO6ZCmgVGQbRnY5fvGPAiA0RsBbykGYlSjzl4BHY0dGx4H3TUQSLXtwqtVaNtOWYKJ9INZyGAI+tP6OQKKsX2UPQnJJLyMRizWwY4F7xRBd/dgVy0s1ls+icloSkn0KZGHvSHGWiLvz/P9Qn7YptwKbo7XTzGjwxWa5XKQuyyRY7KnSJEEVwgSXigYCM+Wz5SqN190JXNAnbvj/GWc8aMtgGMA9LaMvf2q6rDY9ECODplzKkSyDR4Fagd0rKwOjbG+KDNgR42kAD5h216/1l1cfYWOmXJvGhLWJcWHZozE/HpgK9yCwe2yyc+Degxri3ZPaWWHEgg7KGptGM+xbyeOuaHktwIbLWIkxGPoxNLMfsgCjBC8bnM22CsaKmRgk9tx4CVfNxNpb0qoFnCvN990JXCxBH2PODJq+bHaz2JgSHYCXwQljXwcHIB4Q48c1PbJ8BDA0eyyAZLWXEQmCtGvU2rds5uctMMKvSasX2Vv627pWoukOGb0H0bhHACicuVVgPqNr8linrO5MW2xJWPUvqPAxIee71jZPpqI3qmbHlPWEl/aAgVVWE7lsJJaGeNuqn5yyL2OK1FiKnfJ6DWRrAaKrNInR7LAk0fe7C7iEASI5SbXAnski5Ho6dHOdl/14Th4NAF6Q7MTM+AP6GBmYWftK9XRlNJstEOMtnyBsDspQWb8tsHSpJXSWTl/2ZYwNlLKeBriR5a1MALqU/WklQFOW5jgoR5YdeTLlPTHjBjJlL5Am8hFn7W8kmbP2ASkbctVv6aAMR82xUHo/5TtUEH+PMDtowr2I5UfvfWp9u3jf7y7gMnAaic1D0hl6wTyz0U5mW0YG0k1Ed8OZzLI8ZsNz/BrNj1DtaHaaCXrcLq0Njymw9CCZrXccyag9tgYBlzVlETozbXuZmvskSsE9kGxjfzzIYDPLO5ogYAnJdjNBU31q5gkGtERlQa/0vScckLCHGfy2nHudmSslbBwiqaW2JFMq68l2JYCc4jsW1T/bsruACxe5qz0K5p4T9tqYIoL6VD/Tbi3hmNQvAEK6vz3aWbbNy2eCtWefCxCDrBthiiJAatmi6Y/YJnlOdR4LCDw1dUa0cz9eugw4WI67VCLX6q0nlFwd4LzR6kW+o6Sf1CeGEssCKUbK2cw6sl1Jvopf6CfqRo9CE433A0as0qC9BHiJ7nmpXMolVNkuj4lTnwpaMGjbvcCFKJ99a3TiKIA52YE3Ca2yUSbR2SKfRNLYBXSpQV6n5ni1Y5r+yGlL8KPdk4gl8hgZawnHaoeL9Z0r7Ro90ZbTkHpRGQ8kLkIs2nkEmPm+A+PaicoDWm9PwbVaICHq51InXrK0hyzRaJJ5UVom8E5JwLqxkNm3IetyVoX/7ejo/WX0bhcif4yWyKKYr5JEblQ+ALcW+79I6ecg3ubuAS5e4IvKEJU5oEE7YgJH67nWxlxtAnbBwgMa3XFexxItqCPAwSsXtYkEDskC8eOyDQ30aOcsG7rMHAlsUV9ml6T680HWkx2T2Sx86vLfCCA6GTM/bzGFFsvF60SsopQsU6bZG5WrKYsKKN5Tjhkx/YTzZA/KyihPEMl6PMHr/47ATnaZaBGSXVrRksZIl2QbvxCWFomK7Nj5wIXvmicaO0FteUQTdG205Dn4RT9S5rESSFktOEnggCzPaML7z+tj7fcUih8J0hIgoboz7XqCvKRL6kTAkHmuyemKJFpG6I+LjKu/v2zuogApwyhOFfRx3RJZ1PtZrLZqASKELdIArLvfSXkHjCF8mWiQ7EWSZS7UxgvrSv9SogeZt3JeqWUqjbuUn8tf784HLtZ6tndzMxvfsmuBmZcfaRkG1IazhBNlF5rjtzJg7bot/QhQiNrl+lGQZGXlXsYij5UwJhbQKWVIvKwUXYLpl3EK2SNpV61HHC2H6r0wTKuvnkvOZUug60jM7aiNGkDCe/JHa2vRQRtc5oEemw7GhP3qiODpFs1foMHcYxfRNrXf2bal/lHbEdtfAdh7iZ7HnIKy84ELF41lUfcJAE6jYF0uXb5kfThLOfJ6GtMiy/NzfGJ7NKZ2TJbX7okFgqKsGmF5ouPRspa3l4mXQ9r1mKY+E5zjX4VFXxBXKj14nI8ZzExb6LzzXoSVef1AZEPJU05IWyWBDxEXgAZLP+ixSKyN2JF4fcUBq/f+F7kHhmi0F3D0uRRrqV21RSw1dToQkaBba7Mmqxb5GstnaeBsin+wrpfrrbBEtbuAizVZayBcS/ogXIEyjihVaVdmTwPvB4029ZaNrCcMvHajAMRtiZZdLDZHA6paueiYlI65UHWy7BVdO0f7LQLciNRaJskszfR1nICBzo/RJvSJzAR6j2B9AOtyKfZTIL6iL2uBTnADracjI5JdEY86jwCNYqfLtChAZ+uc4kfQvTqe8D0lKtOjsBul/QgtyWvbFBRw5gnC3lmrBCVL64bsLuCySAn3DgDvKpCZhUWTwjYlmAcLpMiymT0QVnDVvsTqbRqz1p8t+y1kz/VY68ooyIn25Wg2IuVlWYSNUc+Dy0pT1uU9vWod+VjyxKURq3+y11SaAaptO1S7tt8uq7+kjJr9Ahk2HMzm5X0YiczgOfCQPlNhXkwg09fR/MbER4Glvpp1Su83ej568hVh6qx9nHzcT9zYvnuBC+rcPERcY02aLzlp2Yb87WVSnLafEpBQxyrbtepoSwK1A+gUR5NhRwbM0yyXsWcyu76NJIOmLWFGbVh21hQN6GQYuv5vAXBVSjw5fkvFW8oc/DaeJCxd0uTnrf1BXrvWMaLF9VlpsET3xQhp5+1o2Uhv22GQS6VqclmBpZTSLTlH7GC09JlKwsS8ndjHuxe4ZOh5DgbQfRBWGStTtbI3/j/RNgujAJPONv4vI976I28vo9dbeuK6s/p4Pe1Yth1kWUrrH2+JzFs3LwVZyFjK2BJdKwp4ssth2ayxZMxl65UK9w9E/jwuERgUJ8CJJzX7DH0aKAqWEoBJ9kXbC9jOY7ZlUZLZV+Ud47oyIAXdToCOD3PTfAHjW0l2L3CRErEUUwJOp7/TY+n3hE9WbksNxoGLpE45ILLKQssECUCA1NUClKdLlq+RlZvOxrlWdLkr22a2jGy75Lxap9bjlIVLR4sWy09EwN/TVyLeRstSqd1/NR5c4PtEvHLdsrrcByMZ6hQbUjiWs3MUYW4tYIqMg6kJY8kerZKn6RI27S7gEnVQiaOeEiTC/RH4+wtUyQZWIpwdyWTrHOBknLimo5Zz1Ri0zkavTQ3YSXEzkcJzWpulILgT7x57T0eNyioslCcpBoXR0iVP05XMAVlG3nM5RqYAwEzdyB9MTV5q7vWB2ku8X8Wqz/e5WPsEeVvZpzpD+8Q8QcaD1k7pOLXGAbeLb2i3bMz45fT1VUqkmOwu4OItXUwNKFIkoub/o3prPDGBHOdLYTIY8b6SQVMGbq0/vWUYDzTI38hyjrwmfm2afVY/WNei6df6QANgGcek2YGMVaSdSI9GI5cANM+GVB1GS3tr7tllMmT5DGEDs2B8imSXINB9JVNlNG+TjwxPEe1pIeuYq0fx13D7widaenv9Srns+EXs0v7W/LbVTpbNRx4IyLxXyZHdBVykZJcnMs5bZqEa5Vkq8Lo3ECzlpMtkgBYL4gXQSJA+RpkJ+bcErBZY6/7m5WWmounn9TTHkB0/MjO6VAFS6izJIrnIp2lqS8meAi7IfhpvQ2LtpCcrVoBB95XUksFyNvruGuAJGCvxs54u0liYsB0+15NLI+j9L1neW8S89trQGGXUnyNjqtK4233ARVJ7JfRztpx8FEyzpVS/N7j4Oa5LY04ikUGcH8uAHhmIM+BK/m2V58c8ds3KfCQg864PAbhI5h6Vl0BKq+Pdg6wNU8HKQFfFd31YYFme5zKV2Ry8FG1Cn9QG9J1kbMoCioy93ibbCHxY9kWsidzbIvVG724Z6QvY+CxTNfBdBct7qM/Jipd49X/PYr/yBMnuAC7W4HHpZyOoWWXd9o13lEAIFaD+Mxkfz+RLmBLZLxYjgE44Ca6sJaHIVtQBeDbI39E18H6UWXu0hODpRbPDEkEDvnWPp0gNPREA8+5z6XH0jcWRTAkAtUHk4Jgy7zuWuMZY0/bmuECsMCxF+1gsZi0DdrOMgbr8E1xfhuEp9TG1JTuvJsruAC4hsEh2btV163b4T2vHnEQRaDEoes/5WwHXAjUIEDDtc4IjAkqiIBVlT5YtaLkBCGQO2esr6x4PjhXsyEfLlILvSylTmM5ozpQcR/pmEUxKadlsOe0aM6DFW2og0hkPDxiUbqCN6npJKtxeBd8fAeEMy5Ji2xY4xy+xX9kdwCUKuF7QJCrPABDhTiMDJOTSgTrYnWCqUe6RHVyXPG7ZzW2LyspjGrDxbOOisTiRZEGAdVyyRl5/ZZdwpHigNipDZI/tbF8sOpsrYYpqth9JaXLUNLh/mRJgs0toUfKRYTuzssixZIlcGouAQmaZ33ooA73OKW/ynRLLpizx7r3HpYLwAFLihORbSKcEwgxytoKaNXkiR4Qs8UQiAZMlXT+hfeWV0wJkFLCj5ZpSatO6dnmvENAVtYWOV8/OSKZkoRr7ZLaTHGPytzU/4PFVsGejK4/Q/VOW96zlG1Q0P4AyiJ7OyJ9kjqfaTswT80kW8P70QEXsYYr8C/zytmbaHMu0hbRR+lLC9LxZwOZvJrsDuBDhmW0U0KZSc1m07YmcbBajEi3D8G8HZeh37TfaTxngkNErAZnsG66HX6/Uby3rICySlbVZYKdkycMq751HsnDtvFVPu56oDe93xOBkzo/OFW6u9ZY0rN/IO3BUnQkWY9AX8/Hx7g3bWRs0nTWkBIhF31gisu1U3qSr6or8sWxPfuRTlkFAVhZEqz4x0FGb8cgmCEVt4HV3D3AhshkHqwzRtADiOVoLxRY5GSXo8nascv1x5tQz7FRUJsNyXaplB0s0RsrK/CN2qOtDpGynV7NHlovsj2ySTB0KAuVYzWTiHhMlf0cANZq/U7N9HuxLRMvGpyY6VjuR/+rfsA0sM2QBbYlk+kE+RTR4gVriUeuMlABU7ZibjHjXlQSZ0T6ZRTEe3E7vGmUdxL8nbN5dwKVEZGaOiOZ8IQDR6u15N11jFTxq3bPZqu+xEAglnQneke2ZDN2yQbtOjwHKOHYOWiK9GeDgCcISWhm62i74kqgaywKLluh1B7JfSq6pa0PLxr22a0qFYHBJJfNOEwQ8aHrD9/uAfROxGhroiJZX+CP2XXn+/6Csc+xSz8EoKUN8R4VVh90JXLIdFmXOUmdIPwbZUp/ZK5kxAhSkXej1Wpl1BIg8feEENpYXvL7jyzUaeImYLkuvdw1IWe18KtMsZJ2sPi62w6DVM1L8SGuBI0aWiKz+0fou/a4O8O2ssu1SqR2stPE9ZRkDqqcwJ9znlQp/KZ0Ubwmqr6+MhYiNgdhECXIKvv9jydTlmZJ42MnIdyf282iJOyi7E7hEE6RkEGmDN7ox4VJMpcdiEUcn7ZcMDKI3AmocWERgLFqOsJYgJPDSGKxFZSnRmIqWQga6koAHusfOBsWaY7GkfKlkQHnJuaxMXW7qdKTrVLwGLSm4FO0SYeMGeQ+KBow8gBkto5faIvVkE6eMbvN8AOxNYNbG1+fVzdqU6IPdCVyIArpxUYEtmbmbegw6DgESPEhlljEiZqOzwdLHz2u6UdYFdaaXgorXNshlWDa0/7x60b0aHBcfc0Nede/pRcF/tJQ1RSyQG9H7nrjvAonmTgFgi7LWBT9a2tsgGd7SoGSVHX2QsDDghmCiAcsF43/qWLmUErHUpWC49CWpHivT695bKvrCkkzQLaGpvYwB2euBLN90FKnHEKCOLQos5nppwNRIXfzapO3ZdVXtGrQ9EQM7lezF64tSliTSEfVRf4xvygbGnZWNli5TRc5t0JbBVmaAYv96+IJsUOpFGBzED4zYR23vx4KDYz9fEo/4Rvp42Uof1rPtcb5F5ILrgj0wl2rJNCsRS20+fQWwrUjbRM49qM8y7Q7gUnJjSrN9ongQybJaMMyIDNQZO01WRnnUWrI12aUvae+oTWF/dhkAAUwegNEAEgKwMoIyEb0tlb7zEwYb5ZFaaZP1u0YQyi6dIQBCCvpIdK2gioyX7NJELanBdmk+QHvEONoDlA54zveMRjZW6M8p/rnovSkVvmHHy3g+JwNCw7YuHfu0O4BLJrPT6ljHPLSKruFJ0IHoyQIozxbZNxYI6nTxf55OC3xYS0LS2WltIEyRJ16wzQTiTJaCZOayfa1e7QzVPW/c25pgxdo8uegMtR9vCLNZMPdKX3SXtaM7XtpOlvkjGt8fOUfl8g+89PkE7J+a6rdlWSQhQdrv20wwoCF7nmBos8DmCZLdAVwsqZHFRsDAaw8JBFqAtYKItiQiJ5TnjOVSi2e7Z7N3XdpvJHuObJdtqtmgMtE9oCT7oTRQoPdZW86ROjIO1zqO7OGwbITbCO6VxiT1X/KtGPSl9GMc2QQKLsNxKdWr6mrHY1DqQfxMLeH3x5pDSNu1wGmt60T3eklQagEC5P5GyzqZJU3P53v1tN8ZoFI7yUjcz90HXLQBlr3Rnk6knDXgkPaygEICA4RNkIEfZU1k+9Z1eM7WW6JpmvG7MizQY/UTcn2WDo9t8gQFZAg7gwJc7TgUVBLgxKoT9Se/xyXtLULQ9kqYNgTYWfO4JOPt+3mCe8/cb82nTtlbUmpHRgb3B1yOLX37cqlEfsNLYInse1CLzUXfpxPqAfyfkN0FXKyXHiEDxDsv/44mAA++JUsiXRn+v3XesyfK6CwbUbpRC2iWw9YYh648ynQMMvpW1ylB3NTgoLVfQ5fUVyOQZ6+zOBNTmL/+HJDdlt4TT9D5lE1SkLGJzI2a19vPg8IlFevdJRL88/Kjss5mUKT9/u/Cfhntg5kA2rX66Xf9TJi/peCt9ImgqcIZVaStgnu8e4CL1ZmRoNkkLxsBj0Wu0WrnLCfU0+YKG6EFdclSSODDf2v1ZHuRaGDJetW15VStMtY1WSJBlKbD6itPIpYFzUY8cFoqU4AO1zHoKyCgTQVsWv0sK4RKFmRpACkDyns9hXt0ELFeq28lS97L1IruX3ITr1Zu9Ej5RGAYXTMRDjCyfZKxXfpnVHc0/zI+UzLasq0KsnuAC5EecLyymmhBWqubQe9eO55kJkDvwI238XKbrcEs68i+0NrTAocVkOUSggRFsjwXCbQ0EGk53oi9kkBOOiGNYdDKaXojaRrMYSPM26IlM+Y9pybHwRQ7VHYQ+H6PLO/J1KwVYXuQwCnLTvEhtb5IXJNZgl/RfwmebskyR7xeJhk2dRs6JKNcItr9s3w/ap8mE+bNzgcuMpBEN8ADN/ycVbc7px1Hs2fZrmZfcaYnHnuFGCT2ThfNyWpB3ZpAEXC02B9NSpibqVmAVR8BVsgxtc1CyncqSC8tJ8trTFtJsJ5qR/+78lMsU8HVFD1TBbkPXIpZnIngbtFSyoJoYxqpFx1zdSxgc/MgLlZaBqsBbgzZ+cClBuqUx7Ts0QsSGmq16DiPyel0IAMimogc/ETZsEcFc1ow0oOIxZhoYNBiuzRBlgw0mjW6lxkwOijvPDab+RyF1z7CgGhgNHJEyP4Bi0JGbZRvWZV1MmPrUgSGKYHZularny/F/opRnzOm9on+JIGqH3gBnTduswCO17PG/6Le4aK9c6mkf62PgmYSpSnMzh7jUlE0VoZIv1ESZCBLDlab2YEQ3fSsc+c6LRbKuj6NVeGMiQRk2cmmAT4LBKaDlLjXks2Kgn+W9kWYr8wjwVOBeUQLayI/ZGcBklCPGBtaG5p++Vbn2lK61IDYowY541qtfRrZja8lTMBoXM/1v732LzUAVPU5dls+K2uPjAdS96i8+NijnPtou1470FgMXotgjqfkUqslJX29LbsLuLRtbjIhL+pCnb0sEzmKTrwB1J332rMCg7RFCzTeRIyoUrlU5F27bNPriykUbdSXqD1ZliO6R4jji5i4SKY6GgtceEyjp6uzKTN/eLvZOlr7U8pLVk6yl9m3wWbatiQae+44nPjivFqfKkBYQvVcdvlP8YdZ1lIrCyWd4k3CSLvZOIAkDd5xl5lewB6iJBiqDlx+/Md/nN73vvfRqVOn6MSJE/Qbv/Eb9KxnPWtU7vWvfz0dO3aMzp49S+9+97vp+uuvH5xfXV2lu+66ix555BE6c+YM3XPPPXTttdfmDYoCXI3MNjPZIzpeOxctk2jLB3IAZq+dO2M3e3DYEM2583qRU43AViSoc/LqR1lB9LtrF2knKlcjy8myAhwwaSyHdU+ipR75G7n/Gbu9Yxr49fRFjJLWBzxzzo5zzVavvJsdo9cqvluVBaHWV4bRPkbq1AR9NYC8ufnW+Qp7qWR9A8z8gn1U0l815q8h1YHLi170IvrFX/xF+oZv+Aa6+eabaXl5me699146ePBgX+a1r30tveY1r6FbbrmFbrzxRjp+/Di9853vpEOHDvVl7rzzTnrZy15GL3/5y+mmm26iQ4cO0Tve8Q6azbIfuZJ0YPCYHM+YSt8wigqCklHHI+sMsj8jMPDjmi0Zp2KxAdK5SyCJON2unhYELCeugbuovLTT6zd5Ddo5TTQbEAdRA7RIPUi/I0ybJtlXv0/Ndkt0jK5t5p+Xoo4NRYeci13diMmxRLsn/TwTzInGbkXSgRDE50wF2zXue0Z3FkhpoLP3Dcayjvk490Tg5THRXlsamLJig3o/ACCGjFtPkixOQ0QVIrAtT3nKU+iRRx6hb/qmb6Lf/u3fJiKihx56iO6880664447iGiLXTlx4gS97nWvoze/+c105MgReuSRR+iVr3wl3X333UREdM0119CnPvUpeslLXkL33ntv2O7hw4fp1KlT9NIrvp/Onj6XM5oHLdR5ecyDptv6HemVdnnlLJ2WvfJc225t4OJLAkg71nnNeVu2ZPpEK+/1gQQnkZ5OrLLIOEFsu9SCAi4+7vh4yNz7Sy09S8QSEG9sZXVrepA+6fov0v+FMj4y8z2jiyhODhctmn8jGo8brV4UH9C+Kh1Lnr5su2ics2ycMi6a2da7uZqGDh7aT/d8/q105MgROn36tFtt4XtcLr/8ciIiOnnyJBERXXfddXTNNdcMwMfa2hq95z3voRe+8IVERHTDDTfQ6urqoMzDDz9MDzzwQF8GlhKqUqOArfJaJsOPSVRqZbCaDUj2bbXv6ZRMBz8+YmombFSMnHjfRhBApZ0y87GyNo1NstgET488lwVv3f+ZwDkle0F1adcczQd0PPAxVnItU6+/n3+C+ckCzIgh68rJ4/0x8RbYRW78ra0L8SvWxzIjXUTTQYt1HaP75ew3kvtM5Lix5kM07zPjLPJflh2eLoS18+KcbNdLFpH65vk5pkfIMlyyUH7u536Ofvu3f5s+8pGPEBHR0aNHiYjoxIkTg3InTpygZzzjGX2ZCxcu0GOPPTYq09WXsrq6Svv27et/Hz58eOsPbZDx31mkGCHjEXI3Al6J1M7CJGPgBda+vy4iZFOs/tYcoQXmPHZo5GSce1ArK7KcuOfEpowz1A4iOztE+2GgK7gOrxxiK1o2CzCmZn6Dtll/ekkAwrxprxKIfIh3vsZ4Lh3zajlt3FVMdpC5JUWOhchf8XrIMe94VhDw84XE6MqkMWpTuwbrPidkoYzLP/2n/5Se+9zn0l/7a39tdK4VhjZNMzomxStz66230qlTp/p/x44d4xWlonoZjKbby+yiLFQe18p5tnPd2bpIBq5twvOuSRvgWqCJ2BEEVEVsmHYeuQ9RFoMEce83qtO6N9aj1TKrKrU/e31Re1kpZQiK2wOfWvISk8Hfwbd3vPEVgRqrXCTRBtxFBT5PrL7RNnpnxmzJtUR+YeAfEp8iKGnTAm6WDs/nZQWNb9BcmcUAB5SFAZe77rqLvuu7vov+0l/6SwMQcfz4cSKiEXNy1VVX9SzM8ePHad++fXTFFVeYZaTcfvvtdOTIkf5f+ARS7YmJ0nr8xnu0vPU7mlARaPLAgLyGCCDxoMivSToNi4XSnEs2u9IAhtUH1jHtWqMAo967iV9jzToZ09Eb7UUOsNTJZRxr5hwHuV7dEkddC1Qh+pE9LUTDuTJ1LET1raeAPPusv8O2wCTNrM++nVTqt6f2p2x/MOYAhgnZz5MCnsb9zgIKXhcR9F5rYyMz5gJZCHD5hV/4Bforf+Wv0Ld8y7fQn/zJnwzOffKTn6SHH36Ybr755v7YysoKvehFL6L3vve9RET0/ve/n9bW1gZljh49Ss95znP6MlLW1tbo9OnTg3/VxXPy3g2pgaR5HW3QIsc0XeoAq+zULSdgiQV0UICh6YvuXdZpqPdu4ofdSsYDpNfp75Lghfz22C6vTQlmLUdcyh7xch4jaT3qigoKTi1GxQObiC0o45Vl/9Bkg+u3ziP3qpn5QR8NpKYNzmP7Az3JF8NJ/Znls1KGtmbiYbWbmV+Z8kmpvsflF3/xF+kVr3gFvfSlL6XTp0/T1VdfTUREn//85+n8+fNEtPWo82233UYPPvggPfjgg3TbbbfR2bNn6W1vexsREZ06dYre8pa30Bvf+EZ69NFH6eTJk/SGN7yBPvzhD9O73vWu2iZjYjEJpbSXh5BROtRrrx84xnq9DCrodXRlpzgj7ZXVA5sN2zg7YgE1JPOw7h1Kt/NySJ3M/czqRmQEqJRAgARC+Vvem1IpqTu1X6L7P9jUO6uXLbqgLfGUDRT0C+d4qWhtlIKavkySpZB9mNFv9deUcV76YrySNtOJkrM3LpvMRVLZr1UHLj/8wz9MRETvec97Bsdf9apX0a/8yq8QEdEdd9xBBw4coDe96U105ZVX0v33308vfvGL6cyZM335V7/61bSxsUF33303HThwgO677z561ateRfP5JfryZ9PEjgR1QojD0AYqD8alDiB6dHXq5EQzaUtQypOXz2QCGYctdSPgjN8fbXJq1+NdY8nkzgAuIiJSxrQHUjUdWce2oMzLlWy2782hqe1ZMhgXThBB9E9lNyKxbLECXQQO5aPh2YSNaOyjaz1ebSV5JRLdw8j3lgb6cLwYsWEKAIrGXzOjgf/RXleANEm02Pe4PFFivsclMwg84NKdK0WSMthJPX07E4GL1hZ6PGqDOxoraGfZDdRGr3xnk9eOdw3avYjaRkELqmMR4gJc5/4SPTHAg0ifg9nriOrU0N3ba4xzzV945aw2rTGFJFvcBsveGlLSh1l9tedKjfFxKe2ooWNRbVnJmhUntuUL6j0uX1CSzUy7Sc4nOj8nxWIDNJEIW0P4ka1eNt/9zalHywbkuAzkMsvK2t/1ldVf8tqsa9SyBY/pkG1GdvPr1saBp8cqy4/XzOwsQQCUFRxlf47qbe9BqCmDfgbZoegcnKwoyUN376N23XkDZqQeaMm0o8ngtf7N+J6XPvXizSlvnqDiXW+peDZb5UvajXywFG388d8Zn4m2Jetbv7Xj6HzzfGukS5HdBVzQgOJ1aNTZtYKPFTytMpI56P5GQYQlaB+hwieeDIpZ0Kc5BW9iy77Q+ozr8OyxAohWZmowVetmPhaqjHvt2jS2iutQ68y33pORFe814mhyEd2jKZKZ1xELc6kl0/YoQZCfLJAv0DPmWckYRwKjJVPBMjJ/ZXkppUlqSXtRAofot4CJ9cTWIAYpj/RPjQ0T5u/OBy6Ig/ZkEVmwd7OQ7FzL/BF2w2IPPBtGWVlBxuFlsRqFqNmi2cz1TnEOFhvFdUbMgyYaIFPbKpiG2acs5D0tGfsae1Uq3SOupRl5BApL59iUYCrtk/UsX2QB9yhAeG1H7co2iLbuyeidQM6Tct6cG12L8TZda+5FIjdPh+UrzTuua5HxA7lnESiMvr2FsHS9vgW88TkLHpnsfOBisRKaeCBHc2pe5uplhFHA1OzxMpos7RkxT1qA0vohYik0MILY5gEkJGBqNLjWvsZMaW1p16X90+yQbartVNxwPoXdQZmOrqzFYKESPamD6CsBTxbD1p2z6pRIdO9RVjQSFJygdbR63jzSfMjAVwQbj6cI9B4VZd574H9qwovK5ATA8ENNQ4NNrxY4niJTfMpEO3Y+cOESdeJsaXhMZvJaEJYsRlSnhr0RGNAGqlYHZWs09oHXk3okkxJdj2aPx8bIvzXwJu2yzmkT2mNWrDEQOXLPPtSuqE6pII7NGiue4+3rgG7GA9BWmei4dU4bQ1agrhmoSgQNENFcy379mksmc7YSAo0FiNpDk8WMIMmTBsY9v5Adf1pbXr3IH3ljOALPT6QU3svdBVykjAIu24wbsRLynBbgo7aRMuh5bXBabWhAw2vXc+BasLH6gfet5RyknuhYVF77WyuDMjGa/ZEtvI5lHz/GnbbnLHkZ73wkyLhFrtUCx3IPTKmT523IMRnd+1JmpraUBL5qbU9g9qYmYZ0O9B0r3n2dmsWX9jX6Isca9zLT1yX9WFuy1zzRrt0NXKzAoXVqFGStc5m2uSCZtgxy3f9eMJPnZD1ZVgueMrB6rAcv74EAfh7JvKcIEhy1jLzUlqyj1cAfkv1HzALStnW+2Nkbc0xrzwpK2rjK3oei++a4x5r94R2voZuojKkrZcq6Y5cCpKGMLpdSUGAtbcrr4cy91x4K0jUdo/nggaru7b1IElPwZFmUICOSHBO7G7ggUjsTioJ7J5KRsBC9F9yijF62I3VxQBJNIi3waGAHYUE0Qe4Deq80xuRSZLyyrUyg0ZgrebxWlqadn9JXkdPlZVD2zWxrNvx7yn0tfflkXz8RXLJSeg+0pQ8LpPJvBFltc98gmcqpIA3przSABQNz1y8oYznoE+WlepmkApHRnAIfg1fPG7aP2pzZ40jThSTniC9UZOcDl5JMwxOEluvaiJxw9NXYqJ1sFuoNkqwj5g4rCiwcAKH2lWTYmiP2GCV+fNFUKpcoO+EOwqqftXdSAA/uhfrESPL7SIUObKxHvEUVGXeT2gMYxggIlAgCJJFgqY0lyTJIXRZYrs6MKm1PvZfoJwQi8EVk30srsSzd34Nec20WcKQfWObLxrHCMbPzgUuEEDvxaHsPfUd0vyfaG0G17CcDKhBgpbUh2/Yy4O58huqMbJPnNRBoTWjPbumIEGeeobkzzqJ/X4LxaGivcwGftZia3XnXqY5j5BHL8oxr0ntsMuJet2AbtGsZlUl8PgAtl814vTHszfea4rFhcl57fgFpx5PM/JX9lPkmElF8763ELfLFvJyXnCFtI1ICkFS/W/7yyp0PXEaDzbix2oTQgp8V4L120WNacOW/LcZD2lEKsiyQZ9mQWeqIziN9I//u7LKoaqlLA4HeNUd2aPZ6DE+3SdX6yOTArgVMzdKMLMtIoUB7QsY1enX9IgS5bm/Mdcf536jN6NxCkwMJrKx9D1OYvFTwcx6F5/PbE22Oy7+zH2lEy2qsuTyHxB7PlmziJ9uGklnj5XNIG5pkgK98b1BCdj5wQahMebO9iWMF+E68wVJyzHOeltNAaDxtUvHr14CKJRGoQVgkzQl5IENjYDzbrMBiAZosG8ADcWbymvd2wgufvPa1e2E5WItBQJwwr68dH8zL2fAcKjDFXQhwkMCZZgAS7Kl1TvofZPzLtuXr/0slA8y88VAKgDxbkPbRsWzpynzNuzb4r9GeuzcG9LGyXVQmJB47H7horEktsbJ12bZmD3pca09r2wtKCFsiWRd+XMuOuU7PYckgVTIBLEYFzUC8NkuCj6VH+9tzylmngNrhZaJRef5b65fSeSTH3oCZCih3bx4hcwwaJwp4atsc84Wycdpv3q5VX7aB3AvrXqJte4FdOy7nG7KPTxuDU8WyTZ6L/Ih1/y1WhdeZMke036gO79rRtrs6NeKm7EMrIUrIzgcuUeCSZS3HGTkHLRP1gA3icJHApmU8o4w2QUFGE96ri/Y1wiCh4gVqOUFKwaFno3XNfMJ7OiPghwoyRqxxXDLOUDss1ooDYl42E3AsWyIgHQnXPWW/URQgrd/WNdUSxBbkHDKvRp8QqAjSiWJgYZ1DGcPMUlPfH8BScKSL/848lg8zLaAfy+iwynifjfCOObLzgQuX0gwXzeyhiew4cg48pE7PLivDtIK6l/XLASztkX9HmXg0IWT7JdmgZYPM7DMIP+pbj73ybNV0oTqkPqkLdSTyb9lvUwKMxt5YumR7iNNFmZZMfyIBypOSTYY1gYgUr29K7ETnivW79L4gYt236N0lqE/XdGhziP9d+3qRx/Iz72rh9aJj1rVa5RGdRPlxKGR3ABfpmGdLOWeTATxRNiMDfra+Zo/nKKLJhFCBWsbuteEFVS/L5P+sMrxNj22RbXt9irIVFgiK6nZ/186aO1ssm2SwQm0otdVjTCIHiDBBHAhpTA1is3w5WA2xNhkuEpx44gWlEoCWuQ5vsyoPspmnfUpAtPXukgjwamL5DukPtQRAtc3wkzwRQwF6fyx4V4slyLXL+VWDNStlpbZldwAXKZ2jQTsPCe7RYJT6ajg1y0FZwERjhTwAZU1MDhq4Tq+f+ARAGRWtjAaAor60zltgKhKLmciwRharlZWoz4nIfAIny0ogtkRMVaZdC8yUsF79vSkEGJnkxaufPfeFItYYHY1r42OKg/GefJpkEYAf1e8laJpvRPRG8UTzqZHeGgyppYcnDGiC4NlXwtwI2fnAZQp1xuujqDxiS1DdmWAelZEBVWbp6EDSJqw8511TxKh4goJHCZAsEDEIesbmMc1RcZ0eSMxcDwpk0bGMgpRIXwQMvBdwaQ4x096gHYWx4/cadb6lomXTWjvZl+5lbcsEJy/bL2UdskFf1tWAvXfPNUGvK2I7LEEAd4mP539bdiJ+wLp/tcBdaRLYiZWglSQujux84DK1k6JghGbL3mDTHC/qjFGHk8lOPck4PYRZQYBhVMZyhBZ1y8FC244ZCYtB8oCbFM25Tek7TafVL4h9Uh8yvkYg2NpfADCB0fXJeSW/3J4BiaN2KuwHkMe9/pDtWhKNj9E4BIDSCKQHAMTzZ6VZvWyD/51lu6w5gAb9bGC2fFhJH01he3j5WowLkjgjQM8dowsA5bQbgEsNiQZj5JC7ctZgQBgPLesstVdOYMQxd7/Ric/LcobCa8PLRDR7JPPB29TqRFlvxkl59z2TFUV97zlIlIXy9ETtyf4rAQxaf2jtyUdne2ApQMHUrFCWQ/a6RXMXAYuDa1DeooyOj76txDtEQtsM31Ir4dHsmVpP+pTo+opArsGuWOBB2lPKUmXtzV6b5T9KkvDSayz95A3tJuAyJVtA2A/rvDZAtMFtBW3LDg/EIBkvL4f0jVfWGnReNhRlLCWsQVfeAjgRuBgESnHfJDCKJJtJZQXRjwANqw8i3dYxZOxax63v4riAM8meaMwIwpR4c3dQFrzv/bVOZGki4fMIBe4R2PdYmSkSMYhSvL5HAESJeEkn9x+afZk2atsrx5HXp9Z49+pmfQaRMg/xMbU7gAsfCJHjterz/6MgrDmLTADOBg/rmuQ/z44oo0ScGi+LOEpZT83Cm/E1eOfkMcnIaDZwuyOAErFCEohqtmfur+wnNGteRGCx2owCXdYJoxkpEQ2epkDmdklAmPoulyn3RS5jamMgk3hk6ljlMwB+1P/A8lbRPXKupxYI6HRZc5n7j6ltdPr6Y0mAPtIl36UyywPQwTwXL9kzgdAM92GJftsdwCVyrJ1Yjq8bnAg9iGYHESqPbiIP0BHr0E0mbWJF9qPORGuPt+GBK8kMaM6hxPF69ZB7NiX4y/6WzkgDbt3fns3SUco2Zb0MYPaOSclklRFYJhoHtFp2T7m3JTZoZVD/Y7UdsSaXAqhGdkdjUgLNqJ7XBnJ8kf1h+c+aAGnUTuHjzlwGCezcBlnI07YdoA73bSn7Byv00+4ALprITKj735p48pzHKmgZERJksqIBBEu3tFUey9J/mbIo6yRZEk2/ds9kOR7gB5O1HR6X9S3QZtmJ9L11XtrktamBnsjhc8CUcfiRTHWcli65/yPTjnd9FnjjfYoG3Uz7ms6S7JZn2t5cleVR/dExSzw/ibbnHdf6zxrLWjAsHafFjMYEoDSF/YrOTwUNXvmmGQNRs1wF9ojJ7gQuEaUXMS9EDloVDka2FdFkUHZqlNUmr5bxcxs9B6uV8Zy0GsgFpagBEA8EymuR+vm5SIelS16LvE6t73lZ67gHTiNHbzloOf7Q6430RW3L4xkHmGU9LGcYAQytXa2PtPoWEEXGlAskGn2se/YMzhnvRcmUR+SJfvOvBTwGoH5CuEKDZOQXonrRvZ0CcCI9UfKk1Y2uC23TKzOqk3g5oCG7D7ggAQV1RJpEyN/L9CznKW2NgAU6qJG/u98e2PNAhUYVaoEjYh3ktaDMhAZqov7R9GjtaDq88TUl2JfokPo85iE6ZkmGUfD6sYSNsOzI1LcApDzufcHaAiODMeW8vTjyKbLd2qCBKA94ZGJyKaRb3tDskH9LQYOkl7SiSULmd3cs+zFPdMxY/rZEtD6sCZISdu0+4IJ2TraDvRtk3bDIcfMAqmVuslyU2Wp2IEyPBqjQIOUhcpWhCRzTFAcU2SbLIJm2DILyXlhOb0qWg+rIOCzUCcry8vpL7EUcIG9LAxE1gjnKZGgsgGbboL8SH+uzzk+9fxmJsut+fBtvZc4A2im2ZRIeLpk4gPgLVCx/WONTDNY1efFqim+KhPcdTyIrtLH7gAsqJVmnHAxekLYCnmeLFhi1stbg0AKPxRLI60GDoMWmIG0guizb+D+EjSlxrKrjVpgzVKx6basExAUHrSyLYYFuD4x7YzYEwhysKE/aSKkZLNXv73Tr9POh/cgmSgv4l4Dw3p6JLJm0CZ3fVlmZaHm2lNwrpP9K9HpgYEryYfUF91+RbhP0JPpwylhC5rNM2KI2Cu//HnAhKp/0vL53EyNmJSMak4OwHxr4kXZadWUZbwJbNKZVX9MVMVYW0+EBOw3UcECFTFbrurz7jABM1ZkF+zx4vUymhQgacKJ2ovYRHX1Z+TinGM8IyI2kaWiwcdDLhi174HYcfzFoB2SjIkFYiizrEwEtKyhLnZ6U+Fv+22u/FDRZ7XnlIh87AL9B8iV/R/qtNlGx/IHXfzXGrCO7E7hEg9VDv1HQlsf7m65QyJaztdA2mu1o7VuCMAcRq6CxGdE1WgyIBCD8GCqWrRpoiSQD8jKBOBKLUUCYkangGMksVcfq7AMpbSejq4YT5YxJdI2XQvr54nwXiv+vnfPqyXYyYwcFHdF91trOgGfzvgPvEFlwgB20HYmXdJl1KrxGIKpvjcGpfdfdnwI9uxO4IJlFRpdkCXjg7ielQiHXypStyWllowO7RFmtjGQHJEUp2QzrGj3HYQEZ72+rvNWmBpIs0eogTqEURGTBhgdmFumM3WAo9oF44F2TqfOhxCl751UwMOFldFkZjHvlrcJEPuvm+ZraLB23TfMbEXMp246AFKJP+lwtIbLE8zlIHXm8pC3pV9WEcgLzp4lrJ/hldRTcT5hLuxO41BA5cWRw18pFeuRvrw1tMliTWQNXsp4EPB6AkLqta9KcbOSQpBNCyks7NDBm3R+UGZJ/yzrcyWj97PW7pnsquFadXCET4405pN6igFT2erJ9WsJCSPGCWQkQXjRDMOVaPduy41sGbU0fCkJKpER3BgxaPs7rp1oM4FRGNtTvAJLReC6DILsDuERBpDQTLLFDBrvsQLXqIUFFY2AkINLajoIrn3ieHR5LoNmplS3RbQGOSU5aoU27vtVAkpV5IiA3O/44gLLa8torFeQtmjX09OWsQJH4aCJix5T5jwbeRbQtJQRK4Iv/ao8bizUtYTBdRrCi3VN1If1sJZD8N7IXLmynIgzIxlLkLb2K7A7gEgYy5autg/Mg1Y3QnyVUpaezK2vRoRrdGLUbBVc085aARmvLO5bJeL1Jrom8hqhP5Pn5ppEBgQxRNFYyot0zfs6Spsk5LWn7iHFyXpbmUe8jQK9R0gk7vaeOPKawVDJsFlxuAUtSg/GuvL00alPtxwohxGPmMkxN5Jdq3vMaulC/ZrWXvVaNMSfa8mUZcedyYgxJSfTp7gAuRL5zkY9aduX7883wHD820FOBWvb0R2WRYGgNaM4UZNgQ2W43KWTAQieeBnYim7zAjV4D1+XZqbFm8hzKftUSfj2ZfiPSx3v0W3OmHrOgMUCW/ZGdiHig1KLb1YQlSGi4Tg0UqO1k5nWhe/bqyUy9xM8MxhtwXxa9NFGj/UVsutZijhuHRPLlJWLhfAGS6FIQjyZ8sL583+8e4OIGK+UlSlOy3+ygymRsiL5OIqpVBjjtnDd5rCBp/W2174EBqz0pSPCTujQ7NJCiMVA8IPNz/H+vTeR4iViBOVsPAbzZJZ2pTs4DBJ20LdFsyS/flev/ngOZYoaNsMDgfDimQrBYsAzQzHR/1p+vCJg9m6Rv8MrXmhceeI70lyxZZBgT/hthUaJyUf9lGfFFCtffzc2JsnuAixQPqFhBGjkWTRKrDjKILBtQytCzQZaRk0ZjWTSGxmIgMqK15V2nBrq0a/WYIa1uxEBZLIc8Zl1XdFzajJYZ9d/EdXDzUdz5mK1AAlKpjJ6gmA2PSzbBAxs1mA/tA4hRGxagR2zSgMDocdjC78D0e2rk3q3C/UYRM+vVLWUCsmIxqWi7Jaxqrf1XGTsWXT+jH3knEiC7A7j0ga/Sl1NLJhaSdSKUOpHirECwIwGSBEsRM6LZoh23gIalX9qhBWLLychrkeUtWlNjVyIgpv3W7LOOoaIBLK99eRwFD6HjFcBAbddhK0qAWka0R0GzbJerXwAhq30ouzU+BRC1PdChZd4gUxD5nfnm9ryS+4MST4hEYs1FrVxGd42PL0bzPqqPlq21d6nWHIIfXV4wK5OU3QFcOon2qKCsiqlfCaiaLivbRyl1eR0IK2IBGFmPL4FYAA1hUazM0jsuz0UZq2Z/JBqjpPWRpVsrN2WMaMeyDBrCCpVI9svEaHu1lgZQiVhJS2oAz6n1zSRGYUZK7ZXzjY9xz6eNEp/gJXmW7SVLHdq+xBIpnTdTkle03KLBggekvJfNTbGr0jXtDuCCZr9aUEKPWe1YmVZpRi6XQbwgqmXrFqsxsFmAg64eshyitaXZZskUUFBSvquTaddjkkokGgtZ/RnmbFAP2ENSw6lG2X9GkPI1stNmhtsWMSNEOeCvyUjfhOAtfQIHQchY78fEXPcvo8RHLO1ZiZxmm6Uj41um+hii6b4bbWOR4MWdhwXLrJdqLtJuAS7ZwVJ6TG17Hk9KtZ5RR2Mq+IREGQIZ3LJAhv/WrsVaPkHFAlyaHdr1m5mqcS8jW1EAmJm8WUeWEQ1k9u1rj8I62Ze2HOH1D3JcO8/vgwTLNSSab5Fkx28G/Ja2U0MsYEGk+xQPDGuAB5mLcg5qzKinw0sYLX9lJWLImJ0y7yPxQF+JXKrPVNRiZQDZHcAFdbIlolGpFuDgE0MDD7J8hLijSS11yb95u4gOyzZ5LfIcb8s6rgnX64FHSXGX3l9tnGj9I/tTsztqA+13T28m+PF7lvn8hKe3hrP2AlLEYCL6O9ECcEaQL1JLu5D2MiwD2rYG6BEZjIfZxT7zxh3CCtRg6bISMQYSJFvHNX8S3VsPACFjIurTbD96yXMN/Vr9miBfkd0BXIjyKFZzUigDIgeeBhokkPGCpmaT9rskCFqBF8k+tAnM9WqApitjsSZWMEUGdqe3JEBpfevp8rLIyKlp5ZAgUyX70gBg6ftCEsAn+wFGS6CvZivXUwqgrDIIYC0FdqWgGKlfIlP6Lgue0DZr6IqSB2suI344qqvFF2QDd5TwWpIBjwgos85pbaHlE7J7gEu2czQnJZmETFDX2AltgMssP8puMg7BAxma7VZ5rV0vu5AgzutbdDBbmVB2MngARCtj6UcyZysTsUA1CtYQcTO4YH9EFtiozjnYGD9VBv12CT+EaNmg/fYEzToX0XeatPO6QBlhz6xjkdRiWDU7tDlr+UvEFg1U9nWBeRjZkk00S8S6Vg8ARuxT0q7dAVwyA9tiOiQzEgV2qQvNgjy07unNiGQTrKArmREOLmTdKNBrtiN9E4GrAprRZMMssSaeLCPbkLqjNiwbM+1OLSelbXNAQLvuSy2Xak3fklQywb5JhPZX9iVegwAh9jeV2FpLpr7TI+sD0ddI8DHfNMM+0/zXoI3kmM8konLv0RTmslT+v/bOPzaK4v3j7+tPBSo1IlB+tIKhEkpKpUCRgChYNJjwQyNEYkKMhKT+AeofCBKFhAg1xBarEL6JSOyJIjFRIULSSFBRUGgFG0BMtMXWKxQaKbRQ+wOezx98e7mdm5md3Tvo3d7zSja9252ded6z8+OZp7e7Js6GLnoeJZsTw3ExCWWGphUn4VBnQtfYxeMq58CpIyWzTzZxi41Z9t0UnWMifhYjHbpVgV3DlzlAdo3eLioVmp9qoLCLmMgmY7v6dOJ8yJw5N1EdN3ZIB2DD93KpnFBd3rZOYITPlnAz+UULp7clO3lPTLCuI7mDSPh9k8yp0T1w0M4+o6hRlCItKhtC/1qOSZ77IyOsDRs+fkJmhx1unXvVws2NExf1PqAZr6PkwCSG4wKoG7Q4EdmFv+wau0m4zMm/Mez+tWBik1NkHUFnuxiNscvXqSMp+xyal+ocVXRH5TDJHEC30RyZrSYrNd0qRme3SVTICbqHq8lul3XSBu3apd2tw6FRv0g1u45YupzcdeU7jerpsPRhyV1k0nMMnjiswy6KK5YT/G4T1TNZsIj7TMZN3TG7SdfkWunSuW23uoW2kzFL9q/b2+XAWMp1sZCRkDiOi9iggxOM8IMotwOZ7HPo99CJx+kKWOdVh+Ypa8SiwySzQxYpUpUjszU0va6x2jVku9W7WKZusBEnel0EQ1Weqs3I7NE5vbK/qnNk+YaeI8ON82B33GTicTLgRDIoyq6LLmLgBDcOqs8nWb1HGCXqdQZ1Y4m4T2ezxSFy8UJFJ8jasknkTZZWzMd08aayS1WOzgaTtCZ1GRoVUdmlusbKVzBo6jWSSJCsnqVjmk2kRjWm6RaXLtpl4jguIsGKczEIq/ISP4d+N3ECQo+LIedIIkN2ZasaraosVQRBHMBEZ0o8X2ab6HzJyhYdAFm0xLQzyMrS1Z1oe+g5Mq2qB5fJtIZqFMvWaYrSKibMPid5uplI7M5z/KNgB0/6FevYJHrjJIqgQuUEm9yiLnPGo71KVqEbB1RtPxSxn9k54Xa4dcKcOIbRQnSuk5KFxZ5k8Wwa/XLaBpwsbqRjt4E9qrxk5Yj6DUksx8XU67/d5ak6j2XSd/i6eKeTiugAiGlV3rfoKIirXxMHzW5FIMtbtFnMS7UKF3WFflbZ3bvP5PrZRmMcOMY6x0nVwZVPuzVsz5EMenbXWhXN1K3MLbY5XFSoHETZMd3gqso70jFCpdtUn1ObdXY4qVPZAsStExvq5JjYYOzIROkW+F677Pq+kzq0nC95t1ek74MyuS52mnRzkq5c1SLWCfySRRvsoha9++3Qhf7E8nSDqXi+nbca+l21Upc1INGO0EHYSeRGhqx8ldOj+i6Wp6sfcZ9Mryx6Ijpb4jmq/GV2iJ/tIiF2USeVsyimV92F4XTyitaq0jZCofitihN7nURBlI5yklnf16383DiCpgsXt85HJM/fcVKm8Wpcs+gJ/avLV4e2z0cY8VKlU+3X1aFdVMkJJmNSaFtQjb1OImKysdLuPN0iWGZzhMS841JSUoK6ujp0dHSguroa06dPd56Jynlwu4JxcnHsBkyT1YduwhRXvWIDkjkNYiNV6TCNTMjKN3EoREdL/Gyy6pF1HCcOoM7ZE7WYdHy7fbJjSnsdvFHYyWBgFykxzd/pxGMXCVOdo+tDJvUim9SkthhOfnarUDvc1L9Yvs8Xmb2mE2ukDo5qv+lKXpbe57M6o6Z3yJj2J9NokBvnx6lDY9o/dG9odxJ5kjkgUXlApabuXTgyMe24LFq0CFu2bMHbb7+Nhx9+GIcPH8aBAwcwcuRI55mZhr+cpletPGRhtFAnxcnqQ3WOLqoi5quyR7RXVYbpxKxykmQTkJhO1mlU+evqUlWGCrvVglhPMqcm9LOpE2qH+Jh5XT6mK0m3trmZYE2Q1bnT/hZKtFb1Okzz1Dn5keBk4Ffdni2b9HWoynAyqUWiX+xzoRN16C3lMic3uDl4DooumqL6Li7M7HQ4IXQsNUnrJo1yrLnND3Q0HbtCiGnH5bXXXsOOHTuwY8cOnD17Fq+++ioaGxtRUlJinolJmExML+IkItKbXvY39LiuY8gmQ1kkwWRgFBu8nQNiEgkQ08k6bKhjodMvOiC9m5hGFcHSOREmjplov5iPHWIZ4j4xTyedVDeRu13dmkSBZFEwlT0uVkvysjVvJI42JnXgFNUEFs26svs9k7Rta16R4CRqoxyvNM61Ct0krHMM7GyRpZONm07y0JUtG49DxzMnuIneRJJWtmBQtSPTxZMOk2cAcnjddQAACxZJREFUOdCYYl7ynSU1NRWFhYUoLS217K+qqsK0adPC0qelpSE9PT34PSMjAwBw9z1339rhxHFJSg6vaJ0nbdcRdeeIx2XfZeWqJmYxT93KXOxgKkdDpUNnmyw/U2125YrHgs+puKkuz64s1fWIJm7ydlJ/unYQLTtVZdqdZ3Lc9By7PiPiS7q1Ku/t16r0vqTIVpeq/if2Mzs7TDSZphHp1Whatkkf1Z3j5FqJdaU6P6glgroT7TTBadRD1W6djrHR6DN26QHzfmxXjulCSeDujLuM08as4zJo0CCkpKSgubnZsr+5uRlDhw4NS79mzRqsX78+bP/uxv+7XSYyDMMwDBNFMjIy0NbWpk0Ts45LLyREDHw+X9g+ANi0aRPKysqC3zMyMhAIBDB8+HDbSvASrDtxdCeiZiAxdSeiZoB1J6LupqYm23Qx67i0tLSgp6cnLLoyePDgsCgMAHR1daGrqytsf1tbW0Jd+F5Yd+KQiJqBxNSdiJoB1p0omGqN2R/ndnd3o6amBsXFxZb9xcXFOHLkSB9ZxTAMwzBMXxKzERcAKCsrg9/vR3V1NY4ePYrly5cjOzsb27dv72vTGIZhGIbpA2LacdmzZw/uu+8+vPXWW8jKysKpU6cwd+5cNDQ02J7b2dmJ9evXo7Oz8w5YGjuw7sTRnYiagcTUnYiaAdadaLpN8QGI0oMYGIZhGIZhbi8x+xsXhmEYhmEYEXZcGIZhGIaJG9hxYRiGYRgmbmDHhWEYhmGYuMGzjktJSQnq6urQ0dGB6upqTJ8+va9Ncs3q1atx7NgxXL16Fc3Nzfjyyy+Rm5sblm7dunUIBAK4fv06Dh06hHHjxlmOp6WloaKiApcuXUJ7ezu+/vprDB8+/E7JiIjVq1eDiFBeXm7Z70XNw4YNg9/vR0tLC65du4YTJ05g4sSJljRe0p2cnIwNGzagrq4O169fx19//YU333wTPuE9J/GuecaMGdi7dy8CgQCICPPnzw9LEw2NmZmZqKysRGtrK1pbW1FZWYmBAwfeVm06dLpTUlJQWlqK2tpatLe3IxAI4OOPP0ZWVpYlj3jTbXKte9m+fTuICCtXrrTsjzfNdxry2rZo0SLq7Oykl156icaOHUvl5eXU1tZGI0eO7HPb3GwHDhygpUuX0rhx4yg/P5/27dtH586do379+gXTrFq1iq5cuUILFy6kvLw8+uyzzygQCNCAAQOCabZt20aNjY00e/ZsKigooIMHD9KJEycoKSmpzzXqtkmTJlFdXR2dPHmSysvLPa05MzOT6uvr6aOPPqLJkydTTk4OzZo1i0aPHu1Z3W+88QZdunSJ5s6dSzk5OfTss8/S1atXacWKFZ7S/NRTT9GGDRto4cKFREQ0f/58y/Foady/fz/V1tbS1KlTaerUqVRbW0t79+6NSd333HMPVVVV0XPPPUe5ublUVFRER48epePHj1vyiDfddte6d5s/fz6dOHGC/vnnH1q5cmVca77DW58bEPXt559/pm3btln2nTlzhjZu3NjntkVjGzRoEBERzZgxI7ivqamJVq1aFfyelpZGly9fpuXLlxNwa4Do7OykRYsWBdNkZWVRT08PzZkzp881qbb+/fvTH3/8QbNnz6ZDhw5ZHBcvat60aRP98MMP2jRe071v3z768MMPLfu++OILqqys9Kxm2WQWDY1jx44lIqIpU6YE0xQVFRERUW5ubkzqFrdJkyYREQUXmvGuW6V52LBh1NjYSOPGjaP6+nqL4xLvmm/35rl/FaWmpqKwsBBVVVWW/VVVVZg2bVofWRVdekOB//77LwBg1KhRyMrKsmju6urC999/H9RcWFiItLQ0S5rz58/j1KlTMV0vW7duxTfffIODBw9a9ntV87x581BdXY09e/agubkZv/76K5YtWxY87kXdP/74I2bPno0xY8YAAPLz8zF9+nTs378fgDc1i0RL4yOPPILW1lYcO3YsmOaXX35Ba2trXNQDcGt8u3nzJlpbWwF4U7fP54Pf78fmzZtx5syZsONe1BxNYvrJuW4YNGgQUlJSwl7E2NzcHPbCxnilrKwMhw8fxunTpwEgqEumOScnJ5ims7MzOBiEponVelm8eDEmTpyIyZMnhx3zqubRo0ejpKQEZWVl2LhxI6ZMmYKKigp0dnbC7/d7Uvc777yDgQMH4uzZs7hx4waSk5Oxdu1a7N69G4B3r3Uo0dI4dOhQXLx4MSz/ixcvxkU9pKeno7S0FJ9++mnwhXte1P3666+jp6cHFRUV0uNe1BxNPOe49EJElu8+ny9sXzzywQcfBFekIm40x2q9jBgxAu+99x7mzJmjfey1lzQDQFJSEqqrq7F27VoAwMmTJ5GXl4eSkhL4/f5gOi/pXrx4MV544QUsWbIEp0+fRkFBAbZs2YKmpiZUVlYG03lJs4poaJSlj4d6SElJwe7du5GUlISXX37ZNn286p44cSJWrlwZ9oN7E+JVc7Tx3L+KWlpa0NPTE+ZxDh48OGw1E29UVFRg3rx5ePzxxxEIBIL7L1y4AABazRcuXEB6ejoyMzOVaWKJwsJCDBkyBDU1Neju7kZ3dzcee+wxrFixAt3d3UGbvaQZuBUOFkPHv//+O7KzswF481pv3rwZpaWl+Pzzz3Hq1Cl88sknKC8vx5o1awB4U7NItDReuHABQ4YMCcv//vvvj+l6SElJwZ49ezBq1CgUFxcHoy2A93TPmDEDgwcPRkNDQ3Bse+CBB/Duu++ivr4egPc0RxvPOS7d3d2oqalBcXGxZX9xcTGOHDnSR1ZFzvvvv49nnnkGs2bNwrlz5yzH6uvrcf78eYvm1NRUzJw5M6i5pqYGXV1dljRDhw7F+PHjY7JeDh48iPHjx6OgoCC4HT9+HLt27UJBQQHq6uo8pxkAfvrpJzz00EOWfbm5ufj7778BePNa9+vXDzdv3rTsu3HjBpKSbg1PXtQsEi2NR48eRWZmpuXfq1OmTEFmZmbM1kOv0zJmzBg88cQTwd/u9eI13X6/H/n5+ZaxLRAIYPPmzXjyyScBeE/z7aDPfyEc7a33dugXX3yRxo4dS2VlZdTW1kbZ2dl9bpubbevWrXT58mV69NFHaciQIcHtrrvuCqZZtWoVXb58mRYsWEB5eXm0a9cu6a2UDQ0NNGvWLCooKKBvv/02pm4XtdvEu4q8qHnSpEnU1dVFa9asoQcffJCef/55am9vpyVLlnhW986dO6mxsTF4O/SCBQvo4sWLVFpa6inN/fv3pwkTJtCECROIiOiVV16hCRMmBO+eiZbG/fv308mTJ6moqIiKiorot99+69NbZHW6k5OT6auvvqKGhgbKz8+3jG+pqalxq9vuWoubeFdRPGq+w1ufG3BbtpKSEqqvr6f//vuPqqurLbcOx9umYunSpZZ069ato6amJuro6KDvvvuO8vLyLMfT09OpoqKCWlpa6Nq1a7R3714aMWJEn+sz3UTHxauan376aaqtraWOjg46c+YMLVu2LCyNl3QPGDCAysvL6dy5c3T9+nX6888/acOGDZaJywuaZ86cKe3HO3fujKrGe++9l/x+P125coWuXLlCfr+fBg4cGJO6c3JylOPbzJkz41a3ybUO3WSOS7xpvpOb7/8/MAzDMAzDxDye+40LwzAMwzDehR0XhmEYhmHiBnZcGIZhGIaJG9hxYRiGYRgmbmDHhWEYhmGYuIEdF4ZhGIZh4gZ2XBiGYRiGiRvYcWEYhmEYJm5gx4VhGIZhmLiBHReGYRiGYeIGdlwYhmEYhokb2HFhGIZhGCZu+B+0Wi/fNLHUcQAAAABJRU5ErkJggg==", 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", 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "pl.imshow(hg_image[380:540,140:180]);" ] @@ -189,7 +233,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "metadata": { "slideshow": { "slide_type": "slide" @@ -221,13 +265,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "metadata": { "slideshow": { "slide_type": "slide" } }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "pl.figure(figsize=(16,8))\n", "ax1 = pl.subplot(3,1,1)\n", @@ -266,7 +321,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, "metadata": { "slideshow": { "slide_type": "slide" @@ -281,7 +336,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "metadata": { "slideshow": { "slide_type": "subslide" @@ -296,7 +351,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "metadata": { "slideshow": { "slide_type": "subslide" @@ -311,13 +366,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 14, "metadata": { "slideshow": { "slide_type": "slide" } }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "pl.plot(xaxis, hg_spectrum, label='Mercury')\n", "pl.plot(xaxis, ne_spectrum, label='Neon')\n", @@ -343,31 +409,67 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 15, "metadata": { "slideshow": { "slide_type": "slide" } }, - "outputs": [], + "outputs": [ + { + "data": { + "image/jpeg": 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", + "text/plain": [ + "" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "Image(\"https://upload.wikimedia.org/wikipedia/commons/a/a6/Krypton_Spectrum.jpg\")" ] @@ -385,9 +487,21 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 18, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/jpeg": 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+ "text/plain": [ + "" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "Image(\"https://upload.wikimedia.org/wikipedia/commons/0/0d/HG-Spektrum_crop.jpg\")" ] @@ -407,13 +521,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 19, "metadata": { "slideshow": { "slide_type": "-" } }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
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1dbFArmZMRJIxqJVkOYuHwmOAIjO1ByVwmjEDFCLSP2U4RwQkyZpM5kgeEukMAxSJ+XtL/DkonGZMRDIwhMlB4SweCsSrmcQMAT0ogoXaiEgiaql71kGhKjBAkZg2B4VJskQkD3WasYvTjCk8Xs0kpqabcDVjIpKMv5JsYIDCSxL58WyQmLpYYGAPCgMUIpKA8vnlcXs4i4fCYoAis4DFAgVn8RCRRAIrybo5xENhMECRmDrC4/Go04yNzEEhIgmoAUpAkqzJzGnG5MermcQ0QzzMQSEiiRjVIR43PG6P/3n2opAPAxSJGTRDPOqTkTsgIqJa8ifJeiA8bvV5zkQkBc8EiamF2ljqnogkY/RVjfW43GqhSYABCvnxTJBaQA8Kh3iISCL+SrIeeAJ6UJhHRwqeCRJTc1A8ImApHv5JiUj/qspBYS8wKXg1k5jSWSLg70FhqXsikkHgNGNliDrweSIGKDJT1+LxAOA0YyKSR+A0YxE4i4efYeTDM0Fi6nCOgJpkxiEeIpKBEogIt8dfaBJMkiU/ngkSMwT0oHA1YyKSiT9J1psgqxRrY4BCCp4JElOSyQQCpxnzT0pE+he4mjHgHerxPs/PMPLimSAxgz9LNmCIh10oRKR/gTkoANQ8FA5Tk4JngsTCDfEwQCEiGfhzUNiDQuHxTJCZgYXaiEhOSg6KspKx+hlm5DRj8mKAIrHAxQKDnyMi0jOTr9S9Epj4AxTeZJEXr2YSC1ws0MNCbUQkEYNaSdb72aUO8fAmi3x4JkhMjUWEAATroBCRPIycZkw14JkgMc1aPMosHnaPEpEEgqcZK0PVTJIlBc8EmRnC1EFhkiwRSUAJUETQNGMjk2TJhwGKxNRCbZppxvyTEpH+heagKEM8vMkiL17NJGZQslCEYKE2IpKKmoPidgEIKDbJHhTyYYAiMfUOJDBJlncfRCSB4EqySg8Kc1BIwTNBYmpniRDeIEXzJBGRfim5JsoQD1dkp2A8E2QWUAcFLHVPRBJRekqER1tJlj0opOCZIDHlTsM7zZizeIhIHiGrGbMOCgXhmSCxwCEeAaWGABPMiEj/DGqhNt8Qj1IHhQEK+fBMkJh/LR6POn5LRCSD4BwU9qBQMJ4JMlNzUPzjt96nOcxDRPpmVOug+IZ41MUCeVkiL54JElMXC/R4ELCgMd/gRKR7RrMyzTgoSZafX+TDM0FigasZK6XuvS9E6ICIiGpJGeJRStyrpe45i4d8eCZITDOUE9CFwjoCRKR3wUmyHOKhYDwTJBZuLR6AOShEpH/+acZKqXsGKKTFM0FqAUM8gbN4GKAQkc6pSbJBPSgslUAKBigS808zFgD8AYqR6/EQkc4pgYiag8JikxSEAYrE1DeyEJohHmbJEpHeKTdYbjdL3VN4PBMkpgQoHo+2UBvvQIhI70y+acbKWjxKwTaDkUM85MUARWL+HhRok2Q5xENEOmdQC7Uppe6VOij8/CIvBigSU2fxBKxm7H2Bb3Ai0jd1Fo+SJMseFArCAEVmaqE2j7pYoPdpBihEpG+h04yVtXj4+UVeDFAkphni8TBJlojkETrNWFnNmD0o5MUARWJKxVjh8WiGeDiGS0R6p1SSDZ5mzFk8pKjzmTB48GB88sknyM7OhhACo0eP1rz+5ptv+taG8W+bNm3S7GO1WrFw4ULk5eWhuLgYq1atQmpqasNacjlSZxkHTTPmEA8R6ZzSU+IJmmbMIR5S1DlAiY2Nxc6dOzF58uQq9/nyyy/hcDjU7ZZbbtG8vmDBAowZMwZ33303Bg0ahLi4OHz22WdcxbKOtIXaAp5ngEJEOhe8mrF/LR4O8ZCXua7fsHr1aqxevbrafcrLy+F0OsO+Fh8fj4kTJ+L+++9HZmYmAOC+++7DyZMnMXz4cKxZs6auh3TZClzNGPC+wY1GIwMUItI9Y9A0Y6UnhTeqpLgoZ8L1118Pp9OJAwcO4I033kDLli3V1zIyMmC1WjWBSE5ODvbs2YOBAweG/XlWqxV2u12zkbaSrOZfBihEpHNqqXuPkoPi/fziYoGkaPQz4csvv8S9996LoUOH4umnn0a/fv3wzTffwGq1AgAcDgfKy8tRUFCg+T6n0wmHwxH2Z06fPh2FhYXqlp2d3diHLaXgHhTlX/agEJGeBS4I6Hax1D2FV+chnpqsWLFC/Xrv3r3Ytm0bjh8/jlGjRmHlypVVfp/BYAjJpVDMnj0b8+bNUx/b7XYGKUBAHRRtgMIeFCLSs8BeEn+pe3fIa3R5u+hnQm5uLo4fP4709HT1sc1mQ0JCgma/5OTkKvNWKioqUFRUpNkooJKs785DGeIxMkAhIh0L7CXxl7rnEA9pXfQzISkpCW3btkVOTg4AYPv27aioqMCIESPUfRwOB3r06IGNGzde7MNpUgxgDwoRySewGJvSc8IkWQpW5yGe2NhYXHHFFerjtLQ0XHXVVcjPz0d+fj6ee+45fPTRR8jJyUGHDh3w4osv4syZM+rwTmFhIZYsWYK5c+fi7NmzyM/Px6uvvordu3dj7dq1jdeyy0DwNGM1yYwBChHpmDLFGPBPM2YPCgWrc4DSt29ffPvtt+rj+fPnAwDeeustTJo0CT179sQDDzyAhIQE5OTkYN26dRg7diyKi4vV73nyySfhcrmwYsUKREdHIzMzExMmTFDnwVPtqHFIcJIsCx0RkY4F9pIITjOmKtQ5QFm/fn21d+g33XRTjT+jvLwcU6ZMwZQpU+r66ymAWupeTS7mEA8R6Z8hIAfF3wPMWTykxTNBZsosHk9QDwoXCyQiHTOavPfG7kqX+px/iJqXJfLimSAxdSgnKAeFPShEpGf+lYzd6nPK1wb2oJAPzwSJ+Qu1aacZMweFiPRMGcZRphgHfm3kWjzkwwBFZmqA4n0owFk8RKR/hqCVjAH/jRZvsEjBAEViag+KWqhN+zwRkR6ZzNp1eAD/bJ7AMvh0eWOAIjE1QIE2C56ISM8M6krGgTkoHs1rRDwTJKa+kdXFjFnoiIj0T81BCexB8XCIh7R4JZNY8BAPVzMmIhkowziaHhQmyVIQBigSM3A1YyKSkJFJslQLDFBkFhSggD0oRCQBpdZJ2CRZ9qCQDwMUiVXVg8IAhYj0TO1BcYUmybLUPSl4JkiM04yJSEbKasZhk2T5+UU+DFAkpr6R1REe35ud728i0jFjddOMWQeFfBigSEyZThw6xMM/KxHplzFMDooSrBhZJoF8eCbITF0rkNOMiUgeyjRjt2YWD+s4kRbPBImpPSVczZiIJKKsxSPcgbN42INCWjwTJOZPkvUFJuBqxkSkf/5KsgE9KL7PMQNn8ZAPzwSJKYEIpxkTkUzUJNkw04w5xEMKngkSC14sUJ1mzGk8RKRjRrMZgHaasdKbwiEeUvBMkFnQEI+aEc8eFCLSMSUI0eSgeJgkS1o8EyTmr4MSNMTDHBQi0jFDuBwUJslSEJ4JEvOXuveEfZ6ISI9M4VYzVgu18bJEXjwTJOYv1Abfv5xmTET6Z1BXMw4tdW9koUny4ZnQBChvbK5lQUQy8FeSZQ8KVY1ngsSqLnXPAIWI9Ev57HK7QuugKCsdEzFAkVjwYoEhzxMR6ZDJt5qxCDPNmEn+pGCAIjFD8Fo8nGZMRBJQc1A8gaXufTko7EEhHwYoElPW4uEQDxHJRK0kq1kskDkopMUzQWbBa/Gok3gYoBCRfhnNYaYZu5nkT1oMUCSmjtUG9aBwiIeI9MwYZjVjZbjHaOIQD3kxQJFYcKE2tYuU8QkR6Zi/kmxoHRT2oJCCAYrE/Dko8P0rNM8TEelR2BwUN3tQSItXMon5Z/Foc1DYhUJEehY2B0WdZszLEnnxTJBZ8GKB7CIlIgkYw00z9nCxU9JigCIx5U5DeZML8A1ORPqnDvG4QntQOMRDCgYoElOTZJW7EE4zJiIJGNVKsuFK3fOyRF48EyRW1Vo8AAMUItIvtfc3zDRj5qCQgmeCxJShnNDVjCN2SERENVKGcbSl7n1DPAxQyIdngsSMyjTjkBwU/lmJSL/Cl7r3fX6x1D358EyQWPAQD6cZE5EM1B4UTal73zRj1nEiH54JEgtOkuU0YyKSgRKgCE+4Uve8LJEXzwSJ+acZczVjIpKHIcw0Y/8NFi9L5MUzQWJqkqzgNGMikofJHC5Jlj0opMUzQWLqWjxKDwq4mjER6Z8hTJKsRzDJn7R4JkiM04yJSEbhclCUacYMUEjBM0FiobN4uJoxEemf8tnl1iwW6BviYYBCPjwTJBYyi4fTjIlIAialB8UdmiQLcD0e8mKAIrGQAAWcxUNE+qcUY/OEmWYM8DOMvBigSCxkLR51LQu+uYlIv4xG3yyewGnGAevyGNiDQmCAIrUqVzPmYoFEpGPGcNOMRcAQD/NQCAxQpKb2oAQVamMOChHpmRKACE2p+4AeFPYCExigSE15E3uEkiTLacZEpH/hclCYJEvBGKBILLhQG1joiIgkoOaghJlmDDBJlrx4JZNYSKE2TjMmIgn4VzNmDwpVjQGKxPyJZEGLBTJJloh0zKgO8bg1z3vUmYi8NBEDFKmFrMWj3IEwPiEiHQs3zRjwTzVmgEIAAxSpqUmyAV2jAKfoEZG+KdOMRdBnl9Kjws8wAhigSC2kUBunGRORBMKtZgz4e4OVISC6vPEskFhIqXuuZkxEElB6SIJ7f5UeFC54SgADFKn5C7UplWS5mjER6Z9RXSxQG6CoOSjsQSEwQJGaOs1YGeJRX2AXChHplxKguF0uzfPKZxlzUAioR4AyePBgfPLJJ8jOzoYQAqNHjw7ZZ9asWcjOzkZJSQnWrVuHbt26aV63Wq1YuHAh8vLyUFxcjFWrViE1NbX+rbhM+WfxBPegMEAhIv1S1+IJykFRHnMWDwH1CFBiY2Oxc+dOTJ48OezrU6dOxVNPPYXJkyejX79+yM3Nxddff424uDh1nwULFmDMmDG4++67MWjQIMTFxeGzzz5j1FxHg9u6MKBlCZrZEzH+/smwmazeFwzAzJljMWvWPZE9QCKiALNm3YOZM8fCZDYDAOyx8Rh//2QkJbXEzJljcV073yweDvE0iPL/nJTUUv3/Vch2bRD13YQQYvTo0ZrnTp06JaZOnao+tlqt4ty5c+Lhhx8WAER8fLwoLy8Xd911l7pPSkqKcLlcYuTIkbX6vXa7XQghhN1ur/exN4Xt25OrhUd8Kha8NkOs+/qAmDx/vpi7e5P450d/ER7xqZg5c2zEj5EbN27clG3mzLHCIz4V3xz7XMzdvUkMGDJMrPv6gHhpzhPCIz4Va498Iubu3iRad0mP+LHKvCn/zy/NeUKs+/qASL+im+b5SF4b6nL9btQwNS0tDSkpKVizZo36XEVFBdavX4+BAwcCADIyMmC1WjX75OTkYM+ePeo+VDubcmzY6IzBgw9c731CAANaluA3d/TCs8+8gz//+YOIHh8RUaA///kDPPvMO7i+vQcDWpbA7fIOTz8y6RY8+8w7WH/U+5g9KA2j/D8/MukW9bmZM8fiTy/cJ9W1oVHPAofDAQBwOp2a551Op/qaw+FAeXk5CgoKqtwnmNVqhd1u12yXu6Skloj1WLDrlB0rVuwDAEz91dXoGe3Gu6tOYvHibyJ8hEREoRYv/gbrD8eiZ7QbH737DADg3WU78MH7uxHrscLsNsBg5Fo89ZWU1BLpV3TDB+/vxrvLdgAA1q59Hb///US88lKmVNcG88X4oWrBMB+DwRDyXLDq9pk+fTqee+65xjq8JuHWUWPRs8g3rtjhZgDAkYMpAIA2se1x66h9eHvZ65E6PCKisG4dNRY4loofjvmfu7LL7Xjjb7cDAHJKStUZilR3t44aiwkP/I/muaOHvJNQ+mdMwq2jXNJcGxq1ByU3NxcAQnpCkpOT1V6V3Nxc2Gw2JCQkVLlPsNmzZyM+Pl7dOOMH+PTzD7A3IR/7m5/HwawvAACdOuegT//j+LnkG3z6uRxdeER0efn08w9g6pSLPv2Po2N6NgBg/4GP8fCkMdhYcRB5MWXqWj1Ud59+/gEenjQGD08ag/0HPgYAdEzPRp/+x7Fl+9+kujY0aoCSlZWFnJwcjBgxQn3OYrFgyJAh2LhxIwBg+/btqKio0OzjcDjQo0cPdZ9gFRUVKCoq0myXu/z8PJRaPejVugh3j+0OAJizYit2l5pw721t8OijQyN8hEREoR59bBgGpRVid6kJt46ZBgC49/6rMfbunih0X4DLJJiD0gD5+Xk4dHgfxt7dE/fefzUAYPjwyXjllSX4/R+GSXVtqPMQT2xsLK644gr1cVpaGq666irk5+fj5MmTWLBgAWbMmIFDhw7h0KFDmDFjBkpKSvDee+8BAAoLC7FkyRLMnTsXZ8+eRX5+Pl599VXs3r0ba9eubbyWXQaubVWGga1KMH/BBvTpMREeIbA5LwYHv9+KP71wHwBIkwxFRE3fzJlj8ac/3YuNzhhszouB21f35O9/+wJ/euE+rNlfjr1u1nJqKCUh9pWXvkD/jEkA/NcCma4NdQ5Q+vbti2+//VZ9PH/+fADAW2+9hQcffBAvv/wyoqOjsXjxYiQmJmLz5s0YOXIkiouL1e958skn4XK5sGLFCkRHRyMzMxMTJkwIWZeBqmYwGmEwCGx0xmD+Xz/EsMElEJ1bAADe+/IAjm7bARPvQohIR0wmI557/n00+5W3jtbZM068tfQ1fPr5BygqzsHgcXcC8FeapfoxmYx49pl3sHjxN7h1lAtn8/MA+IMSma4NEZ+zXdeNdVAgTGazmLt7k5i7e5OIsscJAOJXz0wVc3dvEiMe+U3Ej48bN27cwm222Bj1s8tksWhee/rDpWLu7k2i87X9I36c3C7OFrE6KHTpGALuMDwuX7lopdR9JA6IiKgWlCqyQLhS977FAllVnMDFAqVlCgxQfENjyjRtvrmJSK+UdXgA+NcRUx4LX6E2foYRGKBIK3A5cuG7C1HryDDBjIh0ymjy9qC4KitDXmMPCgXiWSApTQ+KO2iIhwEKEemU8tmlDk0HUHpUOM2YAAYo0tL0oPgCE3UWFOMTItIpZYZOcP4J4A9Q2INCAAMUaSmVFt2VLv+T6ggP/6xEpE9KDkq4AMXDAIUC8CyQlHoX4vG/yQU4xENE+qbM4nG7XCGvqUM8DFAIDFCkpYzRau5C1ByUSBwREVHNjNXkoHiYg0IBeBZIyj+O65+mJzycxUNE+qZ8drndYXpQfDdcHKYmgAGKtJQ3eWAdAbUOCt/cRKRT1eag+D7D2INCAAMUaal3IYHjuJxmTEQ6V+00Y7UOCtfiIQYo0lKy3LU9KJxmTET6ZvQlyYafxeMb4jHyQ4wYoEgrXJKsWkiWGfBEpFOmaoZ4lDw6I3tQCAxQpKWUi9YkyaqLBfLug4j0KezwtI8StLAHhQAGKNKqbpox4xMi0iv15oql7qkGPAskFa5ctGCSLBHpXO1K3XOIhxigSEuptOgJN82YOShEpFMmi6+SbLWl7nmTRQxQpBX2LoQ9KESkc9X3oDBJlvwYoEhKLdSmqSTru/tggEJEOlVtkqxvmjFzUAhggCItg+8NHFgu2iNY6p6I9K1WhdpYDZvAAEVapup6UDh+S0Q6VX2pe99nGHtQCAxQpKVkuWuSZJXxW959EJFOVZuD4rvhMjLRn8AARVrh7kKUUvecxUNEemWyWAAAnrA5KPwMIz+eBZJSpxkHBigeTjMmIn0z+6YZuyorQ15TC7XxM4zAAEVa4SrJcqEtItI7pQfFVREaoLAHhQLxLJCUWi46XA4K39xEpFNKgOJmDwrVgGeBpNQhHlfgEA/roBCRvlU7xOPmLB7y41kgKSVJVnjCrMVjYhVGItInfw8Kk2SpejwLJGVQk2RZSZaI5GG2WgFwiIdqxrNAUqYw04x590FEemcyVz3Eo3yGGdkLTGCAIq3whdqUuw/2oBCRPlU3xCN8N1zsBSaAAYq0wifJKnVQePdBRPqkJslWVIS85lHz6HhpIgYo0lIryXrCVZLl3QcR6VP1PShKLzBvsogBirSUN3D4HhT+WYlIn6qrg8JikxSIVzJJ+XtQ/DkoypvbyPFbItIpdYjHFW4Wj1Jskj0oxABFWkoOighTSZY9KESkVyZ1mnG4OijsQSE/XskkpUzDcwesCCo4zZiIdM5cbal7LtdBfjwLJKUsFqjpQRHsQSEifTNVu5qxrweFdVAIDFCkZQiTJKsUbWP3KBHplZokG241YzerYZMfAxRJhUuSVbtHDfyzEpE+KUM84XtQfJ9h7EEhMECRlslUTR0UFjkiIp1Shniqm2bMHBQCGKBIy6isZxHQTarO4mEPChHplNlS9SwepVAb8+gIYIAirXCZ8P5ZPBy/JSJ9qi5JlosFUiAGKJIyW0PLRXM1YyLSu+oqySplE5QVj+nyxiuZpMK9ydXVjDnEQ0Q6pSbJhpnFowQoRgt7UIgBirTCdZMKrgRKRDqnJsm6wlSSZQ8KBeCVTFLhVgRVc1BYQ4CIdMhoNqn5Ja6KipDXlc8zBiiNwxYTI3U+DwMUSZnNSjep/03OUvdEpGcWq039urI8TICiDPFIfFHVi7ikRMxa9xkmv/33SB9KvfFKJqlwtQTUDHgGKESkQ0pyPwC4w/WgcIin0fS+aRhsMdFof1UPXHndLyJ9OPXCK5mkTGo1xsAhHq7FQ0T6ZbZ5a6C4KivVnLlAynIdDFAazhYbq3790KJXI3gk9ccrmaTC1kERrINCRPpl9g3xuMIM7wABQzwMUBrM3jxJ81jGYTMGKJIKN8TjT5Lln5WI9Mfi60GpLC8P+7o6i8fCAKUhjGYTBt97l+a5HkOvi9DR1B+vZJIyW0PLRfuHeNiDQkT64y8wGVoDBWAOSmO5+uaRIc/Ft2wegSNpGAYoklLGcisr/HciXGiLiPRMGeIJN4MH4DTjxtKyQ1v16/3/3QQAiImPj9Th1BuvZJIKV42RSbJEpGfKEE+4GigA4Hb5brLM8uVL6Enp+SL165O79wEAmrdrE6nDqTdeySSlZsMH3In4k2T5ZyUi/TH5hnhqzEFhD0qDRNnjAADfvf8RsnbsBACkXd0rkodUL7ySSUrJQXFVBhZq8/WgsJIsEemQRcmdC7MOD8AclMaSmOIAAJQWFuG8Mw8AEBUw7VgWDFAkZDAY/EM8AT0oSg0B5qAQkR6Zbb4clCqHePyVZHmjVX8dM3oDAHKPZKG8pBQAYI2JjuAR1Q+vZBIy+e5CgKAcFC4WSEQ6pvSg1FQHBZCzbodexDTzJsSe3LtfDVAsNpt0uT28kklISTQDtLN4WAeFiPRMyUGpKknWExCgsBZK/RgMBthiYwAAZcXFqCgpUV+zRsvVi8IrmYSU4R2PxwOPL+sdYB0UItI3i2+Ip8pZPAF1nVhNtn6sMdHqMH9ZcQncLhdcvrozNsmGeRigSCjcDB4gYBYPe1CISIeU5P4q66AE9qAwQKmXqDhvMqyrshIu32ypsqJiAEBsQkKkDqteGv1KNmvWLAghNFtOTk7IPtnZ2SgpKcG6devQrVu3xj6MJq2quxCPm6sZE5F+mWsY4gE4k6ehmiW3BOCdwaM4c+JnAEByWvuIHFN9XZQr2Z49e+BwONStZ8+e6mtTp07FU089hcmTJ6Nfv37Izc3F119/jbi4uItxKE2SupJxRRU9KEySJSIdqqlQGwB12JoBSv108NU7Ob5zt/qc80gWAKBVxw6ROKR6uyhXMpfLBafTqW5nzpxRX3viiSfwl7/8BStXrsTevXsxfvx4xMTEYNy4cRfjUJok/4JbQQEK66AQkY5ZoqIAAJVl4Qu1AYDbzRWNGyKpdQoAwHn0uPqc8+gxAECrTmmROKR6uygBSnp6OrKzs3H06FEsX74caWne/5S0tDSkpKRgzZo16r4VFRVYv349Bg4cWOXPs1qtsNvtmu1y5l8oUFvsSJ3FwyEeItIhdXbJhQtV7uPvQZFrSqxeJKa0AgCcy8lVn8vPPgXAP/wji0a/km3evBkPPPAAbrzxRvz2t7+Fw+HAxo0bkZSUBIfDW93O6XRqvsfpdKqvhTN9+nQUFhaqW3Z2dmMftlT8iWbauxClDgpzUIhIj5RqpmXFVQcoag4KpxnXS2xiIgCg+Gy++lxx/jnfawmROKR6a/Qr2erVq/Hvf/8be/bsQWZmJkaNGgUAGD9+vLqPciFVGAyGkOcCzZ49G/Hx8eqWmpra2IctFbXMfVC5aKWSLMBeFCLSH2WGSXlAbY5gTJJtmOh47whDSUCSbJEvQIlLSozIMdXXRb+KlZSUYPfu3UhPT0durrfLKbi3JDk5OaRXJVBFRQWKioo02+XMXEWiWWCQx1ooRKQ3Nl8PSnl1PSiVzEFpiGjfQoHK1GIAuHCuQH3NHFCJXO8ueoBitVpx5ZVXIicnB1lZWcjJycGIESPU1y0WC4YMGYKNGzde7ENpMqqaqqfkoACshUJE+uOvcFpdDoqvB4Wl7uslJt5b5r6ksFB9rrSwSA384iQa5mn0q9grr7yC6667Dh06dED//v3x4YcfIj4+Hm+//TYAYMGCBZgxYwZuv/12dO/eHW+99RZKSkrw3nvvNfahNFlVrWehzOIBOMRDRPpTlyEe9qDUXXS8HZYob52sC+fOa15T81CSEi71YdVbo58Bbdq0wfLly9GiRQvk5eXh+++/xzXXXIMTJ04AAF5++WVER0dj8eLFSExMxObNmzFy5EgUFxfX8JNJoawI6gqexSP8PShMlCUivalVkqzvTl9Z0oNqTynEVuA8jYrSUs1rxfnn0KxVS8QlJUXi0Oql0QOUe+65p8Z9nn/+eTz//PON/asvG8obN3gWj1JJFmAOChHpi8FggNW3Fkx104wrysoA+GumUO21SusAADjtq3sSqDjfO6tHpkRZ3mZLSEmSdVeEr4MCcIiHiPTFGu1fxK78QtVDPJW+AMUabbskx9WUKD0ozjABijKTx84AhS4mtQ5KdbN4mCRLRDpi8+WfuF2uaivJKkMT1mi5Vt7VgwRfkbb87JyQ15QclLjm8gzx8ComoaqTZANzUDjEQ0T6EeWbwVNd7wkAVPiCFw7x1F1Cq2QA3hyUYOdOeYOWFu3aXNJjaggGKBIyVTXNOLAHhQsGEpGOKDVQqss/AYCKEqUHhQFKXTXzBSjnwwQop7O8a/O07NDukh5TQ/AqJiGLbxZP8BAP4K8myyEeItITdYpxjT0ovhwU9qDUicFgUNfaOe/MC3m9yFf6PqZZ/CU9robgVUxCSqE2d5gARV3RmEmyRKQjtpiai7QBQEWpkiTLHJS6SGztgMlihsfjQeGZMyGvlxZ6S3nExMuz2C6vYhLyLxYYJkDx1UIxGpiDQkT6UdseFGUWj4WzeOrkysEDAQDZ+w+oK0IHKvUtEWO2WtVaWnrHAEVCFmUtnqBCbUBADwpzUIhIR6LifD0oNeWgcIinXpLatAYAHNm2I+zr5RdK1BSA2AQ5hnl4FZNQVJx3MahwdyIejy8HhUM8RKQjtVkoEOAQT30lpngX4VVm64Sj1EfpmHH1pTikBuNVTEKxvsWeLpw7F/Ka2oPCJFki0hFlmnFZNevwAEClEqBEyTEMoReJrZUAJbfKfbJ+2AkAaNWpw6U4pAbjVUxCSoBSnF8Q8ppSC4Wl7olIT2rfg8JCbfWh9KDkVxOgnP35FACgeZvUS3JMDcUARUKxzZoBAEoKzoe85vEFKCauBEpEOqIkydY4i4eF2urMEmWD3Vch9lxOdQFKNgCgeWrrS3JcDcUARTJGswkmizf4KA9arRIA3L7EWQYoRKQnNqWSbA1DPP4eFAYotaVUhy0tKkZZUXGV++UrPSht2YNCF0FgZruSTBbIxQCFiHQoKrZ2PSj+xQIZoNRWz6FDAAB5x05Uu5/SuxKXlCjFNYIBimSUbk+P2632lgRyV7oAACaL5ZIeFxFRdZTFAmucZsxZPHXW4epeAICdX2VWu19pYRHcLu81Qsll1DMGKJKx+DLbK8vDrwaqnHzKMBARkR5ExdRysUBfgGLhLJ5aiY6PR/qAvgCAA5u2VLuvEELtObnqxmEX/dgaigGKZJQhnnDDOwBzUIhIn2y1TZL15aBYbDbWc6qFNt26wGgyoTDvDHIOHq7197XucsVFPKrGwb++ZJQhnsqyKnpQOMRDRDpjNJnUNWDKa6wk6/9sYzXZmj3yj4UAgPiWLWq1//pl7wOQo1aW/o+QNKw1DfH4elDMHOIhIp1o1akDzFYryoov4FyOs9p9XeXlarkEJspWr9uQQerXh7dsr9X3nPZVk42Oj7sYh9SoGKBIRklsClcDBQjIQeEQDxHpRILDW0Qs7/gJtZhkdZRibtESrbwbCb+e9Qf163enP1+r7yn1TUOWoVgbAxTJKN145/NCl9MGAnJQOMRDRDoRm1B1cclwlM+32g5bXK5KCr0rFJ8/nYfC03m1+p7is/kAgJT0Toiy67sXhQGKZJQ3bGEVAYqLOShEpDNKgHLhfGGt9lcuts3byFHxNBJiE5rB0SkNAJD5j7dr/X1ZP+5Sv05oldzox9WYGKBIJqaZd5ns0ire6JzFQ0R6U9PQdLATe/YDADpf2/9iHZL0Hl/+L/XrGF8AWBsel1td1Ti2Dt8XCQxQJKOsZ1FaRTljNUnWyh4UItIHdWj6dPie32DKdNm4pMSLdkwya94mVdO7tOOLNXX6/uJz5wAAsTr//+VttmSuvnkEAKCsOHyAokzRYxVGItKLZq1aAgDOO0/Xav9SX24Fk2TDu3rUSPXrZ6+7GRfOFdTp+8/nev8OLdu3bczDanTsQZFIbRLGlDLSysJcRESRZDSbkNq1MwDg7MnsWn2PkvypDGmTX2rXzrh58sMAgP3/3VTn4AQAft53AADQukt6Yx5ao2OAIpHAccbcw1lh91Gm5ylDQUREkdSyfTvEJjRD2YULOL57b62+p8SXY5eY4oC9edLFPDzpPPb239Svd65eW6+fkX8qBwDQ+8ZhiI7XbxDIAEUi0QFTwk7u3R92H2WdC/agEJEetPLNNDl99HitaqAAwNmTP6uJnL1G3HCxDq3OElol4+Ypj+CG39yHjn2vxoA7boXBYLhkv3/Ar26Dzbem0aevvoatq76o18+5EJCsfM+fZzbKsV0MzEGRSFScN0CpKjgB/EM80XH6nt9ORH4GgwFCiEgfxkXR7bpfAACO7dxdp+/74Ys1uHnyw7jjj79DzuGjOLptx8U4vFobNO5OjJn+dMjzQyc+gLl3PqCuIRSobY9uKM7PR6tOaagsK8eRrT/U+/cbzSbc9dx09bFSsr4+nEf8PfDdbxhc759zsTFAqSOjyQSP213jftboqCoX9FN/ltkEj0v7s0xms1oNVtH52v5IatMaFqsVQNUzeADg7M+nAADtenWHwWis9R0LUThxSYm4UHCe51EjSmiVjKL8c+qMuyh7HH730TIc3LQVK2a9GOGjazwGgwEmiwU9hl4HANj51Td1+v6f9/2kfv3Ym4sBAK/+6j7kHDxS659hMpthsphhsljg6JSGlM5XIOfQEUAInMtx4kJBASrLymFvnoTicwVVnuc3/8//w/CHJ4R9rUW7Npi95Rtk/nMpVr/+BkwWM1LSO+HXs6aF5Hj8oe/1cFWxTEl1jCYTXtnxX/Vx2YULDXpP1idvJRIYoASJjo9HgqMl8o7/jDZdO6tRf5Q9DhNfewUdM3pj2e9m4sevMmGNjkanfn0weurj+OKvf8Our9cBADJuvRnjXnwWpw4extxf3Y/4li1QXlKCztf2x/Fde1F+4QL6jR6FXz71GD549kXYYqKxZeVnyLj1Jtz9wkysXvQP/PTf7/HE8iX4+o03MeLhBzXHqKylEM7RbTtQWlgEe/MkvLrzO0y9enBIwBPIZLGoH5TVGTj2DuQcPIysHbtCXotrnogL56q+iEXZ42C2WFCcfw7R8XY1Q99kscDjcoW9c3Rc0REmsxnZPx2s8dguFqPJhOS09jhzMrvKD5UW7dvCVV6Bglzv+iJxSYl47K2/YfNHn6CirAw//XcT8rNzEB1vhxAC3YcMwoGNm1Gcfy7kZ5nMZliio1BWVIyYZvFo2/1KuF0u2GJjcHznHs33KAGwLSYGPYdfjx9Xr4XZakHqlV0Q36I5dmeuhy0mGhVlZUhMceB01nHEJ7dEUusUHPtxV8jf3WgyofO1/XD+dB5S0jshJb0Thk58QH395N79+OdjT6P4bOhxA94E7pLCIrjKvR/2RWfzYTKbkdjagTMnfg7dP7klPC6X2qbgHoT45JZVVsa0RNnQZeAAHNy0Vb1rNVksuH78OGTt2Imj239U923VKQ03PHgvtn/2Fe758zO4UFCA18c/gvILJTAYDEhKbQ0hPDBZLLDFRON01gl43G64KioAAMMfnoAzJ37G6azjcB49pvk/C7wBaNv9SphtVmT9sFNzrC07tIPH7cHZkz8jvmULNGuVjCeWL8HhrT/grSemoXmbVLTp3hWJKQ4MuONWrJj1Ilp3SUebK7sg78RJ/PLJx/DxnPlqr2mfX94IT6ULJ/buR1RsLM6cOAm3y42OGb3x876fUF5SggRHK0Tb42Cx2lB49ixMZjPOnsyGx+2G0WSCxWaD2+1GVGwMxkx/CrbYGHzx17/j7hdm4vC2H/D5/MUwGI3ev2WL5khs7UBJwXmcOfEzouPtsMXEoF2v7hj9+ykoLSrGmRM/wxYTjf0bNmH01MexetE/0DGjNzpf00/9fyjIdeJ4HXtQsveHvvd/99E7OLJtB9b8bQlcFZUoOnMWtzwxCc3bpqJtt644sWcf9v9nIwxGI0Y+8psaf0dpYRE+X/A33PnsVGz75Esc3rodlWXlSE5rjxsffQgb3l2BwffeVavjHfbQAxj20APV7vPStm+xcvY8VJSU4sev1lZ5Ezv43rtwOus4Ova9Gml9eqFTxtWa12cNGVWrY6qLFu3boqyoGCWFhSE3zpFiACBdv6LdbkdhYSHi4+NRVFTUaD837epemLz0fwEAh77fhvRr+gLwJhQltU5ptN/TUH9/6H9waPO2Kl+/96Xn0ecW/zS0I9t3oFPG1fhq0T/wzb/eQZdfDEBiigNjpj8FwNtVuG7JMoybPQtFZ/NRdCYfzdumItoeh/xTOTi85QeMe/FZ9edl7z+Ij1+ajyv69cGNj/0WAPD9h6vwf8/PwZAH7kHPYUNQXlKKvd9uQLTdjlsef0T9Xo/Hg68W/1PNQld88spC7Pp6HdwuF35x96/Uu5Ulk3+PuMQE3DHzd7DYbNiduR5xSYlIu7oXPl/wNzRv0xrX3Dka2T8dRGrXzjh18DAsVitadmiH/3t+Dn49axrO5eTiwz+9hBsf/S3OnDgJxxUdEZuQgDX/+y/8+tk/aI7js3mv45dPTQ75Pz2ybQc69b0amf9cirY9rkTna/ph0/99jGt/fXvt/mhBFk2YhIf/dwEsNhtyj2Th3T/MwqQlr1c7a6GitAyns46jTbcu9fqdVXFVVMDs6527WMpLSnF4y3ZE2+PguKJj2HaWl5TCFtPw6fGbPvwYKVd0gi02BinpnUJeL8h1IsHRqsG/J5yD32/VXJgby/bPViPjlzc1+s+9VP41ZSr2rttQ5++7d85z6DPqxotwRA0z767xKC0swh9X/7tRft4PX6zRfGZXZ/NHn2DFc7Mb/Dt7Dr8eE+ZX/XNO7vsJSx59GkW+0viNpS7XbwYoAaLiYvGXTfXLir6UZv7iRpQWVl0yOjHFgZlrVl7CIyIiCu/tp/+IXWvqNrwT6LG3/oaOGb0bfBwbP/g3Bo69o97fv3fdBpzYsw/bP1uNc6dyAQC2mBg8vnwJWnXsEPZ7pvW7Hr9Z+HKjVsT9Q8YQtYevof741b+rvfneuGIlPnrh5Ub5XQoGKA0wd/emRv15jenwlu14b8bzOO+seVGo5LT2GPunP6JD756X4MioKVox60W07toZg+65E4A39yla54uLXe7clS64Kitgi4nBD59/hV1fr4MlyobRU59o1Kqsh7dsxxX9M0KeLyu+gPxTOcj6YSfadr8SHzz7F+QePtqg32WNjsLYF2ai943DAHh7k3oMvQ62mBiczjqO5LT26r4HNm5G6y7psDdPwt51G7D0988gOi4WFwrOq7mDo6c+AVdlBcovlODm//l/Nf7+3Znr8X/Pz6kxb8NoNuGePz+DPqNuRHH+OXz4p5ewO3M9AO8QYEGuE470Tohv0Rx3PT+91r2Wfxw4Aq27pKP79YOw+aNPcDrreK2+rzaMZhOmfry8yoJtrspK/KHPdY32+wAGKA0Sm9AMvUYMxZ3PTgUAvHz7ODiPZKFtj254YvkSAMCfht+GorP56HvrLRj7pxnweDyY3u8GNapt2/1KPPH+v7Djy6/xzlTv0Eibbl3RoXcPnNizH0VnziK1axf0GTUS78/8M0wWM+zNk3Ch4DwG33cXruiXgZ+++x5r//dNWKOjkZjSSp1yV1dRcbFoltwSwx+egMTWKdjw7goMuONWbP/sK/zyyUfV4m8FuU4U5p1FTEI8WrRtg5xDR3Bo8zb0HDYEiSkOuCtdMFn8KUuFZ86i8PQZ5B45ir633gwA2LrqC7Tv1R3rly7Hr2dNAwDMvfMBPP3h0pDj+v7DVSg6m4823bog9cou2P7panTqdzXa9eim2e/wlu04tHkbWnZoh27X/QLf/GsZTh89hgsFhbjhN/eixw3eN8/6pcthtlqRd+wErr5lJNr36g4A+Gz+InS4qgfcLjeuGjlU/bkHNm5G3vGT6HJtf7Ts0A4A4HG78c/Hfofhvx2PpNQUxCYmwGKz4VxOLo7v3IPeNw2v8v/58NYf4CqvQEp6J7VqpiJc9+2R7Tuw79vvUHTmLLpdPwgJjmSsfHEeKsvKkNbnKlxz52jYWzTH+qXLkbV9J64aORRR8XEoKyzGt0vfQ2JKino+vjttFhIcDhzctBndrx+MkZMm4uOXFmDTipWwRkdhwoI56NT3alSUliH7p4NYMetFJDiS0aJdW/S+aTh+3n8A6/71DirLyjB04gMoKTiP7z74CJVl/ryb+JYtUHQ2X00Sj01ohih7HErPF+JCwXnc+ewfYG+eiB5Dh6j/H1f06wMAWPq7mTiyzfv/02v4DWjeNhWrF/0DBoMBHrcb3W8YjJ7DrsfHL81HZWkZYhMT1MUwzVYrhj30AA58t1nNBxs68X6MeuJRAMCCeyYiJb0T2nbvioFj74Dz6DH887Gn0fna/igtLMLP+w6gy8D+2PvtBox45DewN0/CqQOH0WvEDTj0/VZ06nu19yJ65BhG/34KElJa4eM5C3D2pDdvJv2afuiY0RslBedhibKhQ+9e2PDOB4hNTMDhrdtRer4IjvSOKC8pRdvuV6LkfCFOHTiECwUFsFhtGDPjKZzc+xNO7vW+76+7/25cd99YnMvJxdw7x6O85AKS0zpg/Ny/YMcXa3Bi7350vrY/Dvz3ewy+7y606dYVq19/Az+uXutdfTYuDgIC507l4rzzNMpLSmGx2cLOIKlKQqtkCAjYmydh0Li7kOBIxleL/gEhgGM/7kJ0fDzMVguKzpxVv8dss8FoNGhyJpScqfLiC7DFxqDMV4PpYomKi0VleUWtcubqyhJlQ0p6J0THx+PAd9/DYDQiJb0Tcg8frdWkiPqKTUxAn1tGYs+6/6BT3z7Y8cUaWKKj0LpLOs4cP1nlorCNyRodDVtMNGKTEnHfS8+rw6L71n+HAxs347v3P2rUJPm6Xr+FbJvdbhdCCGG32y/a77BGRwl7i+YhzxsMBs1jo8kU8f+Phm4GgyGkXVVtzdu2EbaYmJDnYhOaaZ6Lb9lCxDVPrPcxtevZTUTHx9fre00Wi+gycICwRNlqtb/RbBLJae3r9btq+zsivUXFxdb6b9zQzWy7+P8n9uZJl6w9jbkZDAbRol2bOu0f6WPmdvlsUfY4MWjcnQ367K5pq8v1mz0oREREdEnU5frNSrJERESkOwxQiIiISHcYoBAREZHuMEAhIiIi3WGAQkRERLrDAIWIiIh0hwEKERER6Q4DFCIiItIdBihERESkOwxQiIiISHcYoBAREZHuMEAhIiIi3WGAQkRERLpjjvQBNITdbo/0IRAREVEt1eW6LWWAojQwOzs7wkdCREREdWW321FUVFTtPgYA4tIcTuNq3bp1jY2rD7vdjuzsbKSmpl6Unx9pTb19QNNvI9snv6bexqbePqDpt/Fits9ut+PUqVM17idlDwqAWjWuIYqKiprkSado6u0Dmn4b2T75NfU2NvX2AU2/jRejfbX9eUySJSIiIt1hgEJERES6wwAlSHl5OZ577jmUl5dH+lAuiqbePqDpt5Htk19Tb2NTbx/Q9Nuoh/ZJmyRLRERETRd7UIiIiEh3GKAQERGR7jBAISIiIt1hgEJERES6wwAlwKRJk3D06FGUlpZi27ZtGDRoUKQPqVamTZuGLVu2oLCwEE6nEytXrkTnzp1D9ps1axays7NRUlKCdevWoVu3bprXrVYrFi5ciLy8PBQXF2PVqlVITU29VM2otWnTpkEIgfnz52uel719rVu3xrJly3DmzBlcuHABO3bsQJ8+fTT7yNpGk8mEF154AUePHkVJSQmOHDmCZ555BgaDQbOfTO0bPHgwPvnkE2RnZ0MIgdGjR4fs0xjtSUhIwNKlS1FQUICCggIsXboUzZo1u6htA6pvn9lsxpw5c7Br1y4UFxcjOzsbb7/9NlJSUppE+4L9/e9/hxACjz/+uOZ5PbcPqF0bu3btilWrVqGgoACFhYXYtGkT2rZtq74e6TYKbhB33XWXKC8vFxMnThRdu3YV8+fPF0VFRaJt27YRP7aati+//FKMHz9edOvWTfTq1Ut8+umn4tixYyImJkbdZ+rUqeL8+fNizJgxonv37mL58uUiOztbxMXFqfssXrxYnDx5UgwbNkz07t1bZGZmih07dgij0RjxNipb3759xdGjR8WPP/4o5s+f32Tal5CQILKyssS//vUv0a9fP9G+fXsxdOhQ0bFjxybRxhkzZoi8vDxxyy23iPbt24tf/epXorCwUEyZMkXa9t10003ihRdeEGPGjBFCCDF69GjN643Vni+++ELs2rVLXHPNNeKaa64Ru3btEp988klE2xcfHy/WrFkjfv3rX4vOnTuLAQMGiE2bNomtW7dqfoas7QvcRo8eLXbs2CF+/vln8fjjj0vTvtq0sWPHjuLMmTPipZdeEr179xZpaWnilltuES1bttRLGy/+f5IM2/fffy8WL16seW7fvn3ixRdfjPix1XVr0aKFEEKIwYMHq8+dOnVKTJ06VX1stVrFuXPnxMMPPywA7wdOeXm5uOuuu9R9UlJShMvlEiNHjox4mwCI2NhYceDAATFs2DCxbt06TYAie/tmz54t/vOf/1S7j8xt/PTTT8U///lPzXMffvihWLp0aZNoX7gP/8ZoT9euXYUQQvTv31/dZ8CAAUIIITp37hzR9gVvffv2FUII9aauKbSvdevW4uTJk6Jbt24iKytLE6DI1L6q2rh8+XLNezB4i3QbOcQDwGKxICMjA2vWrNE8v2bNGgwcODBCR1V/Stdafn4+ACAtLQ0pKSma9lVUVGD9+vVq+zIyMmC1WjX75OTkYM+ePbr5P1i0aBE+//xzZGZmap5vCu277bbbsG3bNqxYsQJOpxM//PADHnroIfV12dv43//+F8OGDUN6ejoAoFevXhg0aBC++OILAPK3L1hjtefaa69FQUEBtmzZou6zefNmFBQU6K7NzZo1g8fjQUFBAQD522cwGLBs2TK88sor2LdvX8jrTaF9o0aNwsGDB7F69Wo4nU58//33mmGgSLeRAQqAFi1awGw2w+l0ap53Op1wOBwROqr6mzdvHjZs2IC9e/cCgNqG6trncDhQXl6ufriE2yeSxo4diz59+mD69OkhrzWF9nXs2BGTJk3CoUOHcOONN+Lvf/87Fi5ciPvvvx+A/G186aWXsHz5cvz000+oqKjAjh07sGDBArz//vsA5G9fsMZqj8PhwOnTp0N+/unTp3XVZpvNhjlz5uC9995TF4KTvX1/+MMf4HK5sHDhwrCvy96+5ORk2O12TJs2DatXr8bIkSOxcuVK/Pvf/8Z1110HIPJtlHY144tBCKF5bDAYQp7Tu9dff129Ow1Wn/bp4f+gTZs2+Otf/4qRI0dWW3ZZ1vYBgNFoxLZt2/DHP/4RAPDjjz+ie/fumDRpEpYtW6buJ2sbx44di/vuuw/jxo3D3r170bt3byxYsACnTp3C0qVL1f1kbV9VGqM94fbXU5vNZjPef/99GI1GPProozXuL0P7+vTpg8cffzwkSb02ZGgf4P3MAYBVq1ZhwYIFAICdO3di4MCBeOSRR/Cf//ynyu+9VG1kDwqAM2fOwOVyhUR7ycnJIXdAerZw4ULcdtttuOGGG5Cdna0+n5ubCwDVti83Nxc2mw0JCQlV7hMpGRkZaNWqFbZv347KykpUVlbi+uuvx5QpU1BZWaken6ztA7zdpsHdyPv370e7du0AyP83fOWVVzBnzhx88MEH2LNnD9555x3Mnz9f7RGTvX3BGqs9ubm5aNWqVcjPb9mypS7abDabsWLFCqSlpWHEiBFq7wkgd/sGDx6M5ORknDhxQv3M6dChA+bOnYusrCwAcrcP8F73Kisra/zciWQbGaAAqKysxPbt2zFixAjN8yNGjMDGjRsjdFR189prr+GOO+7A0KFDcezYMc1rWVlZyMnJ0bTPYrFgyJAhavu2b9+OiooKzT4OhwM9evSI+P9BZmYmevTogd69e6vb1q1b8e6776J37944evSo1O0DgO+++w5dunTRPNe5c2ccP34cgPx/w5iYGHg8Hs1zbrdbvYuTvX3BGqs9mzZtQkJCAvr166fu079/fyQkJES8zUpwkp6ejuHDh6s5bwqZ27ds2TL06tVL85mTnZ2NV155BTfeeCMAudsHeK97W7durfZzRw9tvKSZxHrdlGnGDz74oOjatauYN2+eKCoqEu3atYv4sdW0LVq0SJw7d05cd911olWrVuoWFRWl7jN16lRx7tw5cfvtt4vu3buLd999N+yUxxMnToihQ4eK3r17i7Vr1+piimq4LXgWj+zt69u3r6ioqBDTp08XnTp1Evfcc48oLi4W48aNaxJtfPPNN8XJkyfVaca33367OH36tJgzZ4607YuNjRVXXXWVuOqqq4QQQjzxxBPiqquuUmexNFZ7vvjiC/Hjjz+KAQMGiAEDBoidO3dekmmq1bXPZDKJjz/+WJw4cUL06tVL87ljsVikb1+4/YNn8ei9fbVp4+233y7Ky8vFQw89JDp16iQee+wxUVlZKX7xi1/opY2X9k2t523SpEkiKytLlJWViW3btmmm6ep5q8r48eM1+82aNUucOnVKlJaWim+//VZ0795d87rNZhMLFy4UZ86cERcuXBCffPKJaNOmTcTbF24LDlCaQvtGjRoldu3aJUpLS8W+ffvEQw89FLKPrG2Mi4sT8+fPF8eOHRMlJSXi8OHD4oUXXtBczGRr35AhQ8K+7958881GbU9iYqJYtmyZOH/+vDh//rxYtmyZaNasWUTb1759+yo/d4YMGSJ9+8LtHy5A0XP7atvGBx98UBw8eFCUlJSIHTt2iNtuu003bTT4viAiIiLSDeagEBERke4wQCEiIiLdYYBCREREusMAhYiIiHSHAQoRERHpDgMUIiIi0h0GKERERKQ7DFCIiIhIdxigEBERke4wQCEiIiLdYYBCREREusMAhYiIiHTn/wPLiGDH++tmzQAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "pl.plot(xaxis, hg_spectrum)\n", "pl.plot(guessed_xvals, [100]*3, 'x')\n", @@ -510,7 +657,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 23, "metadata": { "slideshow": { "slide_type": "-" @@ -534,13 +681,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 24, "metadata": { "slideshow": { "slide_type": "slide" } }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "wlmodel = Linear1D()\n", "linfit_wlmodel = linfitter(model=wlmodel, x=improved_xval_guesses, y=guessed_wavelengths)\n", @@ -557,13 +715,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 25, "metadata": { "slideshow": { "slide_type": "-" } }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "pl.plot(wavelengths, hg_spectrum)\n", "pl.plot(guessed_wavelengths, [100]*3, 'x');" @@ -578,13 +747,34 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 26, "metadata": { "slideshow": { "slide_type": "slide" } }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 0, 'x (pixels)')" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "pl.plot(improved_xval_guesses, guessed_wavelengths, 'o')\n", "pl.plot(xaxis, wavelengths, '-')\n", @@ -618,7 +808,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 27, "metadata": { "slideshow": { "slide_type": "slide" @@ -657,13 +847,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 28, "metadata": { "slideshow": { "slide_type": "-" } }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "pl.plot(wavelengths, hg_spectrum)\n", "pl.vlines(mercury_lines['Observed'], 0, 250, 'w', alpha=0.25);" @@ -686,7 +887,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 29, "metadata": { "slideshow": { "slide_type": "slide" @@ -704,13 +905,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 30, "metadata": { "slideshow": { "slide_type": "slide" } }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "pl.plot(wavelengths, hg_spectrum)\n", "# we normalize the relative intensities to match the intensity of the spectrum so we can see both on the same plot\n", @@ -734,7 +946,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 31, "metadata": { "slideshow": { "slide_type": "slide" @@ -749,7 +961,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 32, "metadata": { "slideshow": { "slide_type": "-" @@ -764,13 +976,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 33, "metadata": { "slideshow": { "slide_type": "slide" } }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "pl.plot(wavelengths, ne_spectrum)\n", "pl.plot(ne_wl_tbl, ne_rel_tbl / ne_rel_tbl.max() * ne_spectrum.max(), 'x')\n", @@ -787,13 +1010,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 34, "metadata": { "slideshow": { "slide_type": "slide" } }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "pl.plot(wavelengths, kr_spectrum)\n", "pl.plot(kr_wl_tbl, kr_rel_tbl / kr_rel_tbl.max() * kr_spectrum.max(), 'x')\n", @@ -814,7 +1048,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 35, "metadata": { "slideshow": { "slide_type": "-" @@ -840,7 +1074,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 36, "metadata": { "slideshow": { "slide_type": "-" @@ -854,13 +1088,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 37, "metadata": { "slideshow": { "slide_type": "slide" } }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "pl.plot(xaxis, kr_spectrum)\n", "pl.plot(kr_pixel_vals, kr_rel_intens[kr_keep_final], 'x');" @@ -881,13 +1126,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 38, "metadata": { "slideshow": { "slide_type": "slide" } }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# Examine the pixel range, +/-15 pix, to see if it results in line overlaps\n", "pl.plot(xaxis, kr_spectrum)\n", @@ -912,13 +1168,30 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 39, "metadata": { "slideshow": { "slide_type": "slide" } }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "[1321.3688120277354,\n", + " 1277.1972221744618,\n", + " 1222.9735220981242,\n", + " 1140.2780334574877,\n", + " 1137.7518421055224,\n", + " 1097.715582422276,\n", + " 54.2769391627054]" + ] + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "# note that we have to force the pixel-center guesses to be integers for slicing:\n", "npixels = 15\n", @@ -941,13 +1214,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 40, "metadata": { "slideshow": { "slide_type": "slide" } }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "pl.plot(improved_xval_guesses_kr, kr_wl_final, 'x', label='Krypton')\n", "pl.plot(improved_xval_guesses, guessed_wavelengths, '+', label='Mercury')\n", @@ -970,13 +1254,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 41, "metadata": { "slideshow": { "slide_type": "fragment" } }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "# we concatenate the data sets together\n", "xvals_hg_plus_kr = np.concatenate([improved_xval_guesses,\n", @@ -990,13 +1285,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 42, "metadata": { "slideshow": { "slide_type": "slide" } }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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CixcvwtfXFxMnTsTMmTNRrVo19OzZE1FRUVnKZ2NjAy8vLwwcOBCurq44c+YM7t69iz59+hjHKBQK9O7dO8cPu/E+O2YiPiEOHb0n4tueA+DtVgHqlDjs7NkBSy/ewthtO2EQQuqIRERmRaMpbNyT4+5eyeS/ABAREYvIyCc59v7r16+Hr68vypUrByEEPv74Y3Tv3t34/EgbGxuMGTMGzZo1w4kTJwAA9+7dQ4MGDTBkyBAcOXLEuK1p06YZnylpZ2eHUaNGYfjw4Vi3bh0A4O7duzh69GiW8qlUKgwbNgwXL140Llu1ahX69++POXPmAADatWsHGxsbbNmy5Z1/DpnBZsfMzN+4CofPu2HzgH6okBiOb2o6o3GFEfhk2UpEJSZLHY+IyGwMGdIG3tN7mixbsXKE8Wuf6Rvh47Mpx97/8ePH2LNnD/r16weZTIY9e/bg8ePHxvXVqlWDtbU1Dh48aPI6lUqV4VDXmTNnjF+7uLjAysoKwcHB75VPq9WaNDoAsGbNGsyaNQt169bFyZMn8dVXX2HLli1ITs7Zzyc2O2Yo9Op5uE+7g3XjvkNb5VNUVwPXxw1Hn992YfeVa1LHIyIyC8uX78POnacAPNujs2LlCAwauBDnzt0B8GzPTk5bvXo1Fi1aBAD45ptvTNbJ5c/OVGnXrh3Cw8NN1mm1WpPvk5KSjF+npKS88T0NBgMAmJxwbGFhkWHcq7YTHR2NXbt2oX///rh79y7atm1r3BOVk9jsmKmkpAR85uOFYd36YpZnFdilPMHv3dphxRUXjNq6HekGHtYiInofkZFPMhymOnfuDkJD7+Rahn379kGlUgEA9u/fb7Lu6tWrSE1NRdmyZU0OWb3NrVu3kJycjObNm2PVqlUZ1kdHRwMAnJycEBcXBwBwc3PL9PZXrlyJzZs348GDB7hz5w6OHTuW6de+KzY7Zm7JlnU4cqE6fhs8EJUSH2Cwa0U0Kj8SnyxbjfD4BKnjERHRezAYDHBxcTF+/aLExETMmTMH/v7+kMvl+Oeff2Bvb4/69esjMTHReD7Oy7RaLX788Uf89NNPSEtLw9GjR1G8eHG4urpi9erVuH37NsLCwjB9+nRMmTIFzs7OGDt2bKYz79+/H0+fPsWUKVMwbdq0d598FvBqrALg8o3L8Jg6Gdt0hZEut0BVWwtcGTsMnWpWlzoaEZFZiIiIhc/0jbly6OplCQkJSEh49T9ep06dihkzZsDLywvXrl3D/v370b59e9y7d++N25w5cybmzp2LGTNm4Nq1a/j111/h6OgIANDr9ejRoweqVq2KCxcuYOLEiZgyZUqm8wohsGbNGigUitc2XDlBFPRSq9VCCCHUarXkWXK6BnXuKR7/9INI8xkn0nzGiZ97dBVKuVzyXCwWi5XbVa5cObFu3TpRrlw5ybMUtPr5559FUFDQe/85Zfbzm3t2CpgV2zfi45/X46ZtaQDAl1XL4cKEUSjrYC9xMiIiMnf29vZo3rw5evXqhYULF+ba+7LZKYCu374GzynfYXOqPfQKFZytFbg0eii+cHcDkPu3PSciooIhKCgIO3fuxPLly4339ckNbHYKqNTUZPT1nYavT97CU5uisEY61ndsgcDePVCmdNFcve05EREVDE2bNoWtrS3GjBmTq+/LZqeAW7frN3y0eBWu2ZYCAPRyLoXf+vV8y6uIiIjyDzY7hNv/3kaHhT9iT6FiSC9VGKXKPTt/55vPmuHDDyvhww8r8ZAWEZkd8b/H6OTEU74p+yiVz+6SI97jsUdsdggA8OWXTdFxlCssB9SEon0VAMBXkzvg7Ln5OHtuPoYMaSNxQiKi7PX8cu3nl1RT3lS1alUAQExMzDtvgzcVJACmtz1v2bwuZvv1QPquGxARiYjUCRz47YTECYmIsldcXByuX7+Obt26ITY2NsMjFEhaSqUSVatWRbdu3fDXX3+91/OzZHh2DXqBplarER8fD3t7+9femKkg+fDDSjh7bj5+n3cRbVOTYaHXIg1yjNz3F1YfPyV1PCKibFO8eHF8//33sLKykjoKvcZff/2FwMDAVx7GyuznN5sdsNl52fNmx8P9W1QqVg2LW3+MwknPdh/u+O8R+q7biFS9XuKURETZQ6lUQqPR8NydPEYIgZiYmDfu0WGzkwVsdkxpNIUxZEgbLF++D5GRT1CmZFls+3Y0aqaEQwYgXAe0XbEW16KipY5KREQFGJudLGCz83YWFhaYO2wsvnJUQqVPhQ5yjDn4D5b/k/NPqyUiInqVzH5+82osyhSdToeRC2ajx8HTeGxbHBYwYGHL+tg+qD+sLXieOxER5V1sdihLdv21H+5+AThr6QQBoF3porg+aTRqOJWQOhoREdErsdmhLIuICkeDyROx6BGQZmENJ6XAia/7YWSTRlJHIyIiykDSZsfb2xtCCJOKiIh45dhly5ZBCIFRo0aZLFepVAgICEB0dDQSExMRFBSEUqVK5Ub8Ai09XY+xi+eg695jiLF1hAUMmNO0DvZ8PRC2Kgup4xERERlJvmfn8uXL0Gg0xqpRo0aGMR07dkTdunURHh6eYd38+fPRuXNndO/eHQ0aNICdnR12794NuVzyqRUIf/wTjFqz5+KkygkCMrR0csCNSaPxYamSUkcjIiICkAeaHb1ej6ioKGO9fDvokiVLYtGiRejVqxd0Op3JOnt7ewwYMABjx45FcHAwzp8/j969e6NGjRpo0aLFa99TpVJBrVabFL276JgoNJ48AXMjdNBa2MBRYcDRwb0xrnlTqaMRERFJ3+w4OzsjPDwcd+/exaZNm1ChQgXjOplMhvXr18PPzw9Xr17N8FoPDw+oVCocOHDAuCwiIgKXL19G/fr1X/ueXl5eiI+PN9ar9hhR1hgM6fhu2Xx02vkXHtmWgBIG/NDIAwe+GQw7HtYiIiIJSdrsnDx5En379kXr1q0xaNAgaDQaHDt2DEWKFAEATJw4EXq9HgEBAa98vUajgVarRVxcnMnyqKgoaDSa176vr68v7O3tjcVzfLJP8IkjqPXDTziq1EBAhiaO9rg5aTTqlCsjdTQiIiqgJL1Byr59+4xfX758GcePH8edO3fQr18/HD58GKNGjYK7u3uWtyuTyd74KPi0tDSkpaW9U2Z6u8ex0Wg+dQK8v/oGoysVQbG0JBz+qjtmHjuPH/YflDoeEREVMJIfxnpRcnIyLl26BGdnZzRs2BCOjo4ICwuDTqeDTqdD+fLlMXfuXNy7dw8AEBkZCUtLSzg4OJhsx9HREVFRURLMgJ4zGAzwXrkQ7bYeRIStBgoITK9fCyEjhsLeUiV1PCIiKkDyVLOjUqng4uKCiIgIrF+/HjVr1oSbm5uxwsPD4efnh9atWwMAzp49i7S0NLRs2dK4DY1Gg+rVq+PYMT7GIC/4++wx1Jr1Aw4rHGGQyfFxMVvcnDQa9SuUlzoaEREVIEKq8vPzE40aNRLly5cXderUETt37hRPnz4VZcuWfeX4e/fuiVGjRpksW7JkiQgLCxPNmjUTbm5u4tChQyI0NFTI5fJM51Cr1UIIIdRqtWQ/C3MvmUwmJvf7WsTPni7SfMaJFJ/xYnq7NpLnYrFYLFb+rcx+fku6Z6d06dLYtGkTbty4gW3btiEtLQ316tVDWFhYprcxevRo7NixA1u2bMHRo0eRnJyM9u3bw2Aw5GByyiohBL5fuwytNv+B8P8d1vquTnX8/e03cLCylDoeERGZMT71HHzqeW6zVztg87hJaCaLhVwYECcU6PrLbzh8+67U0YiIKB/hU88pz4pPiENb70mYejMWKZZqOMjSsb/PZ/ihw6eQyaROR0RE5obNDknG75eVaL4hCPdtNZBDYJxHVRwbPRxFrK2kjkZERGaEzQ5J6sylc6g1fQb2GYrCIFPAo5AVbk4cheZVnKWORkREZoLNDkkuMTEeHXy8MOlqFJIt7WEvS8eenp3g16UjD2sREdF7Y7NDecb8zWvQeO1W/GvrBDkERtVyxqmxI+FoZyN1NCIiysfY7FCecuHaRXw4zRu79A5IlytQS63C9fEj0MalqtTRiIgon2KzQ3lOUnIiPps5BWMvPECSVSHYIR1B3T/Fgq6fQc7jWkRElEVsdijPWrJ1Axqu2oS7tk6QARhavQLOjh8FjdpW6mhERJSPsNmhPO3yzatwmzIVv2vVSJcr4WqrxLVxw9GhZnWpoxERUT7BZofyvNTUZPT4wRvDz95DgpUDbJGO3z5rg6U9ukEh52EtIiJ6MzY7lG+s2vEr6i9fh1s2zw5rDahaFufHf4vSheyljkZERHkYmx3KV27cvQn3KZPxa7It0uUWqGKjwJUxQ/HZh7WkjkZERHkUmx3Kd7TaVPT50QdDTtxEgnVhWCMdmzq1xMrePaCU8680ERGZ4icD5Vvr9vyOOotX47q1EwCgr3MpXJo4GmUdCkmcjIiI8hI2O5Sv3fnvDjynfIf1CVbQKyxQyUqGy6O/RndPd6mjERFRHsFmh/K9tDQtBsyZha+OXMFT6yKwQjrWtW+G9f16w0LBv+JERAUdPwnIbGw+sBO1FyzHZatnh7W+qKjB5YljUKFIEYmTERGRlNjskFn5N/w/1J0yCavilNArVKhgCVz8dhD61asrdTQiIpIImx0yOzqdDkP9Z6P3n+cQZ10UliIdKz5piM1f9YVKoZA6HhER5TI2O2S2tv25Dx/6L8YFSw0AoEs5R1zzGoPKjsUkTkZERLmJzQ6ZtfCIB/hoiheWxcigU1qijIXAueEDMPDjj6SORkREuYTNDpk9vV6HkQv90P3AKcTaFIVKpGNJq4+xdVB/WCp5WIuIyNyx2aECY9fhg3DzC8A5VQkAQIfSRXHDayxcSjhKnIyIiHISmx0qUCIfRaD+5ElYGJWONKUVSioNOPNNfwxr1FDqaERElEPY7FCBYzCkY+wSf3TdexQxNsVgIdIxv3ld7Px6IKwtlFLHIyKibMZmhwqsP46GoNaP/jildIQA0MbJATe8xqBmSSepoxERUTZis0MFWnRMFBpNnYR54WlIs7CGRmHAia/74NtmTaWORkRE2YTNDhV4BoMBXj8HoGPQX4i2KQ6lMOCnxh7445shsLGwkDoeERG9JzY7RP8TfPJv1PzBD8cUxSEgQ3NHNW59NwbuZUpLHY2IiN4Dmx2iFzx+EoOmUyfhx/+SoLWwQXF5Ov4Z2BMTWrWUOhoREb0jSZsdb29vCCFMKiIiAgCgVCoxe/ZsXLx4EYmJiQgPD8fatWvh5GR68qhKpUJAQACio6ORmJiIoKAglCpVSorpkJkQQmDa6iVou/UAomyKQwkDZn1cC4dGDIWdioe1iIjyG8n37Fy+fBkajcZYNWrUAADY2NjA3d0dM2fOhLu7O7p06YLKlStj586dJq+fP38+OnfujO7du6NBgwaws7PD7t27IZdLPjXK5/4+dwLVZ87GEVlRCMjQqJgtbnmNQd3yZaWORkREWSSkKm9vbxEaGprp8Z6enkIIIcqUKSMACHt7e6HVakW3bt2MY5ycnIRerxetWrV67XZUKpVQq9XGKlmypBBCCLVaLdnPgpV3SyaTicl9B4t432kizWecSPGZIKa0bSN5LhaLxSropVarM/X5LfnuD2dnZ4SHh+Pu3bvYtGkTKlSo8NqxhQoVgsFgQFxcHADAw8MDKpUKBw4cMI6JiIjA5cuXUb9+/ddux8vLC/Hx8cYKDw/PtvmQ+RFC4Pt1P6PV5r2IsCkOBQyYVrc6Dn/7DewtVVLHIyKit5C02Tl58iT69u2L1q1bY9CgQdBoNDh27BiKFCmSYaylpSVmz56NjRs3IiEhAQCg0Wig1WqNzc9zUVFR0Gg0r31fX19f2NvbG4vn+FBmnLhwBq4+3yPYUBgGmQwfFbbGLa8xaFCpotTRiIjoDSRtdvbt24dt27bh8uXLCA4ORrt27QAA/fr1MxmnVCqxefNmyOVyDBs27K3blclkEEK8dn1aWhoSEhJMiigzEhPj8YnPZEy7HoNUlS0Ky/Q41PczzOzwqdTRiIjoNSQ/jPWi5ORkXLp0Cc7OzsZlSqUSW7ZsQYUKFdCyZUuTxiQyMhKWlpZwcHAw2Y6joyOioqJyKzYVQD9tDESzDUF4YOMIOQQmelTF0TEj4GBlKXU0IiJ6SZ5qdlQqFVxcXEwuP9+yZQucnZ3RokULxMbGmow/e/Ys0tLS0LLl/98DRaPRoHr16jh27FiuZqeC58zl86jhPQP70x1gkMlRu5AlbnmNRpMXmnUiIpKepM2On58fGjVqhPLly6NOnTrYunUr7O3tsXbtWigUCmzduhWenp7o1asXFAoFSpQogRIlSsDif7fwj4+Px6pVqzB37lw0a9YMbm5u+OWXX3Dp0iUcOnRIyqlRAZGUnIj2M6Zg4uUIpFjaoRD02Ne7E2Z37ih1NCIieoFkl4xt2rRJhIeHC61WKx48eCC2bt0qXFxcBABRrlw58TqNGzc2bsPS0lIEBASImJgYkZSUJHbu3ClKly6dI5eusVhvqlpVXMWtn/xEms84keYzTpwcN0oUtbGWPBeLxWKZa2X281v2vy8KNLVajfj4eNjb2/NkZXov1ta22DBmAtpaJkMu0pEAJXr8ugMHrl6XOhoRkdnJ7Od3njpnhyi/S0lJQpfvvTH2/H0kW6qhhh47v2iPeZ93gUwmdToiooKJzQ5RDli8bSM+XrkZ96xLQA6B4TUq4sz40XC0s5U6GhFRgcNmhyiHXLl9DbWmTcP2FFukyxWoYavA9fEj0La6q9TRiIgKFDY7RDkoNTUFX8z2wYjTd5FoZQ876LG96ydY2L0r5DyuRUSUK9jsEOWClTt/Q71l63HbugRkAIa4lEPoxNFwUquljkZEZPbY7BDlkpv3bsFtyhT8mmiFdLkSLtZyXBv/DTq51ZI6GhGRWWOzQ5SL0tK06OM3C0OOX0eCVSHYCD1+7dwSy3v14GEtIqIcwmaHSALr9u6A56LVuGHpCBmA/pVL4dKksShdqJDU0YiIzA6bHSKJ3Lt/D+5TJ+OXp0qkyy3gbAVcGTsU3Tw8pI5GRGRW2OwQSUin0+GrebPx1d8XEW/lAGuhxy8dmiKwX28o5DysRUSUHdjsEOUBmw7sgUfAz7hq6QgA6FVRgyte41CuSGGJkxER5X9sdojyiP/Cw+A5ZTJWP5ZBr7BARZXApW+HoFed2lJHIyLK19jsEOUher0OXwf4oc+f5/DUqjCshB6B7Rrjl6/6QSnn/65ERO+Cvz2J8qDf/9wPt3mLcVFVHADQrVxxXPtuHCoVKypxMiKi/IfNDlEeFR71EHWnTMbyR+nQK1QoZ2HA+ZED0b9+famjERHlK2x2iPKw9HQ9Riz2xxf7T+KJVWFYinQsb10fWwZ9BZVCIXU8IqJ8QQZAZHawvb09OnfujIYNG6J8+fKwsbFBdHQ0QkNDsX//fhw/fjwHo+YctVqN+Ph42NvbIyEhQeo4RK+kKa5B0Lff4kN9DADggV6Btj8H4nrUI4mTERFJI7Of35nas6PRaPDzzz8jIiIC06ZNg62tLc6fP4/g4GA8ePAATZs2xcGDB3HlyhV069Yt2yZBRP8vMjoSH039DgsjdNApLVFamY4z3/THkEYNpY5GRJSnZWrPTlRUFNatW4c1a9bgypUrrxxjZWWFTp064dtvv8Vvv/2GuXPnZnfWHMM9O5TftP6oEdZ0boOiKbEAgL0RT/HFytXQ6tMlTkZElHsy+/mdqWanWLFiiImJyfSbZ3W81NjsUH5UvEgx7BgzFrXTHwMAItIVaLtiHa5EREicjIgod2TrYaysNi75qdEhyq+iY2PQcNpkzL2fgjSlFZwU6Tg1tC+GN20qdTQiojwlSycoP1eyZEl8/PHHcHR0hPylG50tXLgwu7LlGu7ZofyuWe36+KVrexRLebaX52BUAj77eRVS9XqJkxER5ZxsPYz1oi+//BLLli1DWloaHj9+DCH+/+VCCFSqVOmdQ0uFzQ6ZgyIORbB9zDjUE7GQAYgyKNF+9Xqcvx8udTQiohyRY81OWFgYli1bBl9fX5NGJz9js0PmQiaTYXq/wRhb2REqXQr0Mjmm/H0O8w4ekjoaEVG2y9Zzdl5kY2ODzZs3m02jQ2ROhBDwXrMcn/y2H4+si0IpDJjdwA37RwyDjYWF1PGIiCSR5WZn1apV6Nq1a05kIaJs8nfoKbjO+hF/ozAEZGhazAa3J4+FZ7myUkcjIsp1WT6MJZfLsXv3blhbW+PSpUvQ6XQm68eOHZud+XIFD2OROZvSewAmVisJy/8d1pp5/CJ8/9gndSwioveW2c9vZVY3/N1336F169a4ceMGAGQ4QZmI8pZZv6zCoRru2NKnGzQpMfCpVx0tq3yADkuWIzFN9/YNEBHlc1nesxMbG4vRo0dj7dq1ORQp93HPDhUEdjZ22DpuIpoq4iGDQCws0GntZpy4e0/qaERE7yTHTlDWarU4evToe4UjotyXmJyINjOmYsq1R0i1sEER6BDyZVd4t/9U6mhERDkqy83OggULMGLEiGx5c29vbwghTCripVvde3t7Izw8HMnJyQgJCUG1atVM1qtUKgQEBCA6OhqJiYkICgpCqVKlsiUfkTny27wWTX/ZjnCrYlAIAyZ7VsXfY0aikJWl1NGIiHJElpudOnXqoF+/frhz5w527tyJ33//3aSy6vLly9BoNMaqUaOGcd2ECRMwZswYDB8+HLVr10ZkZCQOHjwIOzs745j58+ejc+fO6N69Oxo0aAA7Ozvs3r07w52diej/nb16CdWmz8R+nRoGmQx1C6lwy2sMGjp/IHU0IqJsl+WOIC4uDtu2bcPhw4cRExODp0+fmlRW6fV6REVFGevF52p9++23+P7777F9+3ZcuXIF/fr1g42NDXr27AkAsLe3x4ABAzB27FgEBwfj/Pnz6N27N2rUqIEWLVpkOQtRQZKSkoT2s7wx8WI4UlS2cIAOB/p0wfedO0odjYgo2wmpytvbWyQmJorw8HBx9+5dsWnTJlGhQgUBQFSoUEEIIYSbm5vJa3bs2CHWrFkjAIimTZsKIYRwcHAwGXP+/Hkxffr0176vSqUSarXaWCVLlhRCCKFWqyX7WbBYUlbNytXEnR9nizSfcSLNZ5w4Pu5bUcTGWvJcLBaL9aZSq9WZ+vyW9FjPyZMn0bdvX7Ru3RqDBg2CRqPBsWPHUKRIEWg0GgBAVFSUyWuioqKM6zQaDbRaLeLi4l475lW8vLwQHx9vrPBwPjuICraLN6/C1dsHu1NtYJDJ4aFW4sakb9GsalWpoxERvbcsNzuOjo5Yt24dwsPDodPpoNfrTSor9u3bh23btuHy5csIDg5Gu3btAAD9+vUzjnn53j0ymeyt9/N52xhfX1/Y29sbiyc0EwGpqSno4jsDY879i2SVHQoJHfb2aA+/zz+TOhoR0XvJ8k0F16xZg7Jly2LmzJmIiIjI1hsJJicn49KlS3B2dsaOHTsAPNt7ExkZaRzj6Oho3NsTGRkJS0tLODg4mOzdcXR0xLFjx177PmlpaUhLS8u23ETmZMmOLQi5WBlBQ75C+dQYjKpRAU0rjkGbxcsRk5QkdTwioneSpeNj8fHxolatWjly7E2lUon79++LqVOnCgDi4cOHYvz48cb1FhYW4smTJ2Lw4MECgLC3txdarVZ07drVOEaj0Qi9Xi9atWqV7cf8WKyCVCqVpfh1wmSROmOiSPMZJx7P8BJtXF0lz8VisVjPKwuf31nb8JUrVzKcNPyu5efnJxo1aiTKly8v6tSpI3bu3CmePn0qypYtKwCICRMmiCdPnohOnToJV1dXsWHDBhEeHi7s7OyM21iyZIkICwsTzZo1E25ubuLQoUMiNDRUyOXynPhhsVgFrgZ82lk8me0j0nzGiVSf8WL+F92ETCZ9LhaLxcqxZqdly5Zi3759oly5cu8dctOmTSI8PFxotVrx4MEDsXXrVuHi4mIyxtvbWzx8+FCkpKSIv/76S7i+9C9LS0tLERAQIGJiYkRSUpLYuXOnKF26dE79sFisAlmVy1cS12b//9VaoZPGihL8/4XFYklcmf38fqdnY9nY2ECpVCI5OTnDU8+LFi2alc3lCXw2FtHbWVioEDhqLD4rZIDCkI4kmQX6/r4Xuy5ckDoaERVQmf38znKz07dv3zeuX7duXVY2lyew2SHKvL6t22N+U0/YaRMgAKy++RDfbNwEQzZerEBElBk51uyYIzY7RFlTsXQ57PxmKCqnPbvj+Q2tDK0X/4yH73AXdSKid5WtTz23sbHJ0ptndTwR5S93H/wHt6lTseGJHOlyJapYClwdOwxdPNyljkZElEGmmp3bt2/Dy8sLTk5ObxzXokUL7N27FyNHjsyWcESUd+n1OvSf/xO+OnwRCZb2sBE6bOrQDCv79oFcJpM6HhGRUaYOY1WuXBmzZs1Chw4dcP78eZw5cwYPHz5EamoqChcujGrVquGjjz6CTqeDr68vfv75ZxgMhlyInz14GIvo/ZR1Ko1dI4bDRffssNbtNDlaL1mB+0+eSJyMiMxZjpyzU6pUKXTt2hWNGjVC+fLlYW1tjZiYGISGhmL//v3Yu3dvtt5RObew2SF6fwqFEkuGjUJfRxUUBh1SZEoM2f0nNp86JXU0IjJTPEE5C9jsEGWfLo1bYvknjVBI++xk5c3/xaD/mrVINxT4XzVElM2y9QRlIqLM2nb4INzmLcZl5bN7bnUvVwxXv5uA8kWLSJyMiAoqNjtElO3CH0XCc+oU/Bylh15hgQoW6bg4ajD6flxf6mhEVACx2SGiHGEwpGP4kvn44o8TiLNygJXQY2Wr+tg8aACUcv7qIaLcw984RJSjdh0NQQ2/AJxXPDuM1aV0YVyfMgHOjo4SJyOigoLNDhHluKiYR6g3bQoWhadCp1ChrEKP0OFfYWCjRlJHI6IC4J2uxipUqBDq1KkDR0dHyF/aHb1+/frsypZreDUWUe5pU68B1nRugyKpcQCAXRHx6L5iJXTp+efeXESUN+TYpeeffvopNmzYAFtbWyQkJJjcV0cIwaeeE9FbFStcFDtHj4GneHbTwXCDEm2Xr8G1yEiJkxFRfpJjl57PnTsXq1evhlqtRuHChVGkSBFj5cdGh4hyX8yTx/jYewrm/ZcIndISpeR6nB72JYY1bSp1NCIyQ1nes5OYmIgaNWrg3r17ORQp93HPDpF0mnnUw4Zu7VE09dlenn2PktB1+c/Q6tMlTkZEeV2O7dnZv38/PD093yscEdFzf549gWo/+OEEHAAAbRxtcWvKBNQoVUraYERkNjK1Z6d9+/bGr4sXL45p06YhMDAQly5dgk6nMxm7a9eubA+Z07hnhyhvmNFvIMZULgGVXgudTIHJf5/D/IMHpY5FRHlUtp6gnJ6eud3JQggolcpMh8wr2OwQ5R2N3DyxqUdnFP/fYa3gmBR0XrocqXq9xMmIKK/J1sNYCoUiU5UfGx0iyluOnD8Dl5k/4h+DPQSA5sWscXvqBLiXKyt1NCLKp7J8zk6fPn2gUqkyLLewsECfPn2yJRQRFWzxifFo5jMNs27GQKu0giPS8M+AHpjwySdSRyOifCjLV2Pp9Xo4OTkhOjraZHmRIkXw6NGjfLl3h4exiPKueq5u+K1vN5RIjQUAHHmiRccly5CUpnvLK4nI3OXY1VgymczkRoLPlS5dGk+fPs3q5oiI3ujElfNwmfEDQvR2EJChUWFL3Jo8HnUqVpA6GhHlE5neDXPu3DkIISCEQHBwMPQvnCyoUChQoUIF7Nu3L0dCElHBlpiUiNYzp2PCF70xtVYFFNOl4K8vu+GH01cwa9duqeMRUR6X6WZnx44dAAA3Nzfs378fiYmJxnVpaWn4999/8fvvv2d7QCKi53769RcEX6iObV/2hJM2FtM8q6Jl5Q/QfvFSxKdqpY5HRHlUls/Z6du3L3799Vdotebzi4Xn7BDlL9ZWNtg6ZhxaWKZABoEnMhW6rNuCo7dvSx2NiHJRjj0I1Byx2SHKn0Z/1h0+HpVhpUtGukwOv9CbmLZ9h9SxiCiX5FizExsb+8oTlIUQSE1Nxe3bt7FmzRqsWbMmq5klw2aHKP9yc3bBtgF9UFr77Gqt04npaLtwKZ6mpkqcjIhyWo5djTVjxgwYDAbs2bMH3t7emD59Ovbs2QODwYDFixfj5s2bWLp0KQYOHPheEyAiyozzt66hmvcM7E2xgkEmQ207BW5/NwZNqlaVOhoR5RFZ3rOzdetWHDx4EMuXLzdZPnjwYLRq1Qqff/45hg8fjsGDB6NmzZrZmTXHcM8OkXn4puPn+KGuK6x1SUiXybHg4l1M2rpV6lhElENybM9O69atcejQoQzLg4OD0bp1awDA3r17UbFixSxtd9KkSRBCwN/f37jM1tYWCxcuxP3795GcnIyrV6/i66+/NnmdSqVCQEAAoqOjkZiYiKCgIJTi05KJCqTFQVvx0YqN+E9VBAphwJga5XFywlgUsbGVOhoRSSjLzU5sbKzJU9Cfa9++PWJjnx0zt7W1zdIeEk9PTwwePBgXLlwwWe7v7482bdqgd+/ecHFxgb+/PxYuXIgOHToYx8yfPx+dO3dG9+7d0aBBA9jZ2WH37t2Qy7M8NSIyA1fv3UK1adOxI9ECBpkcH9rKcHPSKLR0dZU6GhFJSGSlBg4cKHQ6nQgKChKTJ08W3333ndixY4dIS0sTX331lQAgxowZIzZv3pyp7dna2oobN26I5s2bi5CQEOHv729cd+nSJTFlyhST8WfOnBEzZswQAIS9vb3QarWiW7duxvVOTk5Cr9eLVq1aZXpOarVaCCGEWq3O0s+CxWLl7RrYtpOI8/UWaT7jROqM8WJe9y8kz8RisbKvMvv5neXdHytXrkTjxo2RlJSELl264PPPP0dycjIaN26M1atXAwDmzZuH7t27Z2p7ixcvxp49exAcHJxh3T///IMOHTqgZMmSAIAmTZqgcuXK2L9/PwDAw8MDKpUKBw4cML4mIiICly9fRv369V/7niqVCmq12qSIyPys3LsDdZauwz1VEciFwHCXMjjrNQ7F7eykjkZEueidntp57NgxHDt27L3f/IsvvoC7uztq1679yvUjR47EihUrEB4eDp1OB4PBgIEDB+Lo0aMAAI1GA61Wi7i4OJPXRUVFQaPRvPZ9vby8MH369PfOT0R5382we3Cd6o21I0fjMwcZalil48aEkejz+x7seenQORGZp3dqdmQyGT744AM4OjpmODfm77//ztQ2SpcujQULFqBVq1avvRvzyJEjUa9ePbRv3x7//fcfGjVqhCVLliAiIuKVe4JezPeqewE95+vri3nz5hm/V6vVCA8Pz1RuIsp/9Hodes37CftbtcOCprVhl5aI37u0wsrqrhixcSPe8OuCiMxElo6P1a1bV9y5c0fo9XqRnp5uUnq9PtPb6dixoxBCCJ1OZywhhEhPTxc6nU7Y2NgIrVYr2rZta/K6FStWiD/++EMAEE2bNhVCCOHg4GAy5vz582L69OnZfsyPxWLl/6pYqqy48sP3Is1nnEjzGScufDdBOBWylzwXi8XKeuXYOTvLli3DmTNnUL16dRQpUgSFCxc2VpEiRTK9neDgYFSvXh1ubm7GOn36NDZs2AA3NzcoFAqoVCoYDAaT16Wnpxv3Jp09exZpaWlo2bKlcb1Go0H16tWz5TAbEZmfu+FhqDnVGxtjgXS5Ai6WBlwd9w06ebhLHY2IclCWuqjExERRqVKlHOnQXr4aKyQkRFy6dEk0btxYlC9fXvTr108kJyeLr7/+2jhmyZIlIiwsTDRr1ky4ubmJQ4cOidDQUCGXy7O9M2SxWOZVPZq3FrG+PiLNZ5zQ+owXP/ftI2Qy6XOxWKzMVY7t2Tl58iQ++OCDrL7snXTv3t24t+fq1auYNGkSJk+ejGXLlhnHjB49Gjt27MCWLVtw9OhRJCcno3379hn2CBERvWxT8H64BfyM68rCkEHgy0olcGnyRJQu7CB1NCLKRll+XESnTp0wa9Ys+Pn54dKlS9DpdCbrL126lJ35cgUfF0FUsMnlCiwbOgJ9NFZQGPRIlqsweFcwtpw6KXU0InqDHHvqeXp6eoZlQgjjFVBK5Ttd4CUpNjtEBACfNW6O5Z80gr02AQLAxv8eY0DgGhh4uRZRnpRjzU7ZsmXfuD4sLCwrm8sT2OwQ0XOlHDXYPXIEXNOfAADu6pVovWQF/nv8WOJkRPSyHGt2zBGbHSJ6kVwux8Ihw/FVSRsoDHqkyi0wdO9f2HD8uNTRiOgFOfbUcwDo3bs3/vnnH4SHhxv39IwaNcrkAZ1ERPmVwWDAN0sD0O2P43hqaQ8rgw6r23yMDYMGQiGXSR2PiLIoy83O119/jXnz5mHv3r1wcHCAQqEAAMTFxeHbb7/N7nxERJLZdewwavgtxAW5A2QAupZ2wPUpk1DJ0VHqaESUBVludkaMGIFBgwbhhx9+MDlZ+cyZM6hRo0a2hiMiklrk42jUmTYVix8kQy+3QDmFDudHDED/Ro2kjkZEmZTlZqdChQoIDQ3NsFyr1cLW1jZbQhER5SVCCIxesQSf7T6CJ5aFYGnQYXnzOtjy9RAo5e90NgAR5aIs/1967949uLm5ZVj+ySef4OrVq9mRiYgoT/rj5FG4zvbHWRQCAHRyUuPm1EmoqtFInIyI3iTLzY6fnx8WL16Mbt26QSaToU6dOvjuu+/www8/wM/PLycyEhHlGTFxsfjIeyr8/42HXmGB0vI0nP7mSwxp1kzqaET0Gu906fnAgQMxZcoUlClTBgAQHh6O6dOnY/Xq1dmdL1fw0nMiehfN3etgQ7f2KKJ9CgDY+ygZXZctgy6dj6shyg25cp+dokWLQi6XIzo6+l03kSew2SGid+WgLoRdY8agrvzZ746HQoV2K9fhyoMHEicjMn85ep+d5x4/fpzvGx0iovcRl/AUDX288eOdWOgUKpSUpeHkkN4Y3rKl1NGI6H8ytWfn3LlzEJl8NoyHh8f7Zsp13LNDRNmhUU13bO7ZBcW0cQCAg49T8dnSZUjV6aUNRmSmMvv5namndu7YsSO7chERma0jF8+h6t1bCBo9Fh8rE9GyqBVuTZmIT1etx4V8+NxAInPBZ2OBe3aIKPtN7dEXE6uXgUqvhU6uxLRjFzD3jz+kjkVkVnL0nJ1ChQphwIAB+OGHH1C4cGEAwIcffoiSJUu+W1oiIjMzc9M6tNi4G49UDrAw6OFbzxUHvh0JawsLqaMRFThZbnZq1KiBmzdvYuLEiRg3bhwcHBwAAJ07d4avr2925yMiyrdOXLmAKjN8cTjNBgJAk8Iq3J46AbUrVJQ6GlGBkuVmZ968eVizZg0qV66M1NRU4/I//vgDjfisGCIiE0kpSWj5/Qx4X4lAmtIKxYUWh/t3xXft20sdjajAyHKzU7t2bSxfvjzD8vDwcGh4y3QioleavWUDmqzbhgiVA5QiHdM9q+DPsd/CzlIldTQis5flZic1NRX29vYZllepUoX33CEieoMzN66iqs/3OJRqBQEZGtgrcWvyeHzk7Cx1NCKzluVmJygoCNOmTYNS+eyqdSEEypQpg9mzZ+P333/P9oBEROYkJTUFbX1nYdL5/6BVWqOo0OLPPl3g3amT1NGIzFaWLz1Xq9XYu3cvXF1doVar8fDhQ2g0Ghw/fhxt27ZFcnJyDkXNObz0nIikUKtSFewY2Ael0uIAACcTDWgbsAQJ2tQ3v5CIAOTCs7GaNm0Kd3d3yOVynDt3DsHBwe+aVXJsdohIKioLFX4bPRZtbPWQQeCJ3BJdN/yOI9evSx2NKM/LsWanXLly+O+//943X57CZoeIpPZN+8/g+1E1WOlSkC6Tw//iXXy3davUsYjytBy7qeDdu3fx999/Y/DgwcYbChIR0ftZvOt3fLRiI+5bOEAhDBhXozyOTxyHwja2Ukcjyvey3Ox4enri+PHjmDJlCh4+fIgdO3bg888/h0rFyyeJiN7HlXt34OLtg6B4BQwyGTxsgJte36K5a3WpoxHla+/1bKwmTZqgZ8+e+Oyzz6BQKPD7779jwIAB2Rgvd/AwFhHlNYM+aY85DT+EtS4ZBpkci66GYdzmzVLHIspTcvwE5Rd9+OGHWLVqFWrWrGm8JD0/YbNDRHlRlTLlsevrgSivjwMAXEiV45OFixGTmCRtMKI8IkcfBAoApUuXxvjx4xEaGorTp08jKSkJw4cPf9fNERHRS27c/xcu06Zj6xPAIJOjlpUBNyZ+iza1akkdjShfyfKenUGDBqFXr174+OOPcePGDWzYsAEbN27M11docc8OEeV1X7Zsi/lNa8NGlwSDTI7lN8IxasMGqWMRSSrH9uxMnToVp06dgqenJ6pXrw5fX99saXQmTZoEIQT8/f1NlletWhVBQUGIi4tDfHw8jh8/jjJlyhjXq1QqBAQEIDo6GomJiQgKCkKpUqXeOw8RUV6y5uBeuC9ahTtKB8iFAUMrOyF08iSUeMXje4jIVJabnbJly2LChAm4cOFCtoXw9PTE4MGDM2yzYsWK+Oeff3D9+nU0adIEtWrVwsyZM02etj5//nx07twZ3bt3R4MGDWBnZ4fdu3dDLn/nI3RERHnS3YcP4DrVG5ti0mGQyeGq0uPa+BHo4O4hdTSiPO2dT1C2trZG2bJlM1xyfunSpSxtx9bWFufOncOwYcMwZcoUnD9/HqNHjwYAbNq0CTqdDn379n3la+3t7REdHY0+ffpgy5YtAAAnJyfcv38fbdu2xYEDBzKVgYexiCi/6dG0JRa3rA87XRIMkCHw7iMMW7cW4r0vOSHKP3LsMFaxYsWwe/duJCQk4MqVKwgNDTWprFq8eDH27NmT4XETMpkM7dq1w82bN7Fv3z5ERUXhxIkT6Nixo3GMh4cHVCqVSVMTERGBy5cvo379+q99T5VKBbVabVJERPnJppCDcAtYgZuKQpBDYEDF4rg42QslHRykjkaU52S52Zk/fz4cHBxQr149pKSkoE2bNujXrx9u3bqFDh06ZGlbX3zxBdzd3eHl5ZVhnaOjI9RqNSZNmoR9+/ahVatW2L59O7Zt24ZGjRoBADQaDbRaLeLi4kxeGxUVBY1G89r39fLyQnx8vLHCw8OzlJuIKC8Ii3yImtO8sTYqDekyBapY6HB17DB8Xqeu1NGI8hyRlXr48KGoXbu2ACCePn0qnJ2dBQDRvn178ffff2d6O6VLlxaRkZGiZs2axmUhISHC399fABBOTk5CCCE2bNhg8rqgoCCxceNGAUD06NFDpKamZtj2gQMHxNKlS1/73iqVSqjVamOVLFlSCCGEWq3O0s+CxWKx8kp91qCpeOw7XaT5jBNan/Fi1VdfCZlM+lwsVk6WWq3O1Od3lvfs2Nra4tGjRwCA2NhYFC9eHMCzc3Xc3d0zvR0PDw+UKFECZ8+ehU6ng06nQ5MmTTBy5EjodDo8fvwYOp0OV69eNXndtWvXULZsWQBAZGQkLC0t4fDSbltHR0dERUW99r3T0tKQkJBgUkRE+dnv/4Sg5rwluCq3hwwCfcoVwZWpXihTpKjU0Ygkl+Vm58aNG6hSpQoA4Pz58xgyZAhKliyJr7/+GhEREZneTnBwMKpXrw43NzdjnT59Ghs2bICbmxvS0tJw+vRp43s9V7lyZeOl7mfPnkVaWhpatmxpXK/RaFC9enUcO3Ysq1MjIsrXwqMf4cNp3lj5MAXpcgU+UOhwefQQ9HjDOYxEBUWWdhn17NlT9OvXTwAQbm5uIioqSuj1epGcnCy6dev2XrujXjyMBUB06tRJaLVaMXDgQFGpUiXxzTffCJ1OJz7++GPjmCVLloiwsDDRrFkz4ebmJg4dOiRCQ0OFXC7P9t1gLBaLlV+q/UcNRYyvj/Gw1rpBg4RcJpM8F4uVnZWFz+/MbbBSpUqvXG5tbS0+/PBDUbRo0fcO/XKzA0D0799f3Lx5UyQnJ4vQ0FDRoUMHk/WWlpYiICBAxMTEiKSkJLFz505RunTpnPphsVgsVr6pEkWKibM+zxqeNJ9x4qb3d6JC8eKS52Kxsqsy+/md6fvspKenIzw8HCEhIfjzzz/x119/5etHRLyI99khInMlk8ngP2AwhpQrDIVBj1S5CiMO/IO1fx+ROhrRe8v2p543aNAAjRs3RpMmTfDRRx/BysoKYWFh+PPPPxESEoKQkBA8fPgwu/LnKjY7RGTu2tT5COs6t4FDWgIEgO0Riej183KkGzL1EUCUJ2V7s/MipVKJjz76CE2aNEGTJk1Qr149WFpa4vbt26hater75JYEmx0iKgiKORTGnm9H4UNZIgAgTFii7bLVuBmZ+YtLiPKSHG12nrOyskKDBg3QunVrDBo0CHZ2dlAqle+6Ocmw2SGiguSnLwdieKXiUBp00MotMObPk1gR8qfUsYiyLEeaHUtLS9SvXx9NmzZFkyZNULt2bdy7dw+HDx/GkSNHcPjw4Xx5KIvNDhEVNM0/rI0N3dqjSFo8AGB3dAq+WLoMuvR0iZMRZV62Nzt//fUXateujTt37hgbm8OHDxtvMJifsdkhooKosNoeu0ePRm1FEgAgHFZouzwQ1x7yETqUP2T7g0Dr16+PmJgYhISEIDg4GH/++adZNDpERAXVk4R4fDzDB363YqBTWKAUUnF6aF8Ma9lK6mhE2SrTe3ZsbGzQsGFDNGnSBE2bNoWbmxtu3ryJw4cP46+//sLhw4cRExOTw3FzBvfsEFFB16imG37t0QVF/3dYa99jLT5fsgRpeh7Worwrx09QtrOzQ4MGDYzn79SqVQu3bt1CjRo13jWzZNjsEBEBahs77BozGvUtUgAAkTIrfLpyHS6GhUmcjOjVsv0w1suSkpIQGxuL2NhYPHnyBHq9Hi4uLu+6OSIiklhCciKazJqJWdcioVOooBGpOD6oJ779pK3U0YjeS6b37MhkMnh6ehoPY3388cewtbU13lX5eYXlw38BcM8OEZGpj6rVwNbeXVFcF4+TLi64l5yOwYO+QapOZzKuxZD+kMvlOLB0lURJqSDL7Od3pm+KExcXB1tbW0REROCvv/7CmDFjEBISgrt372ZLYCIiyjuOX72EyjPvIGj0aFgJgWiPGgj6ZQW8Js3AuXvPfu+3GNIfnwwfjD8W/SxxWqI3y/SencGDByMkJAS3bt3K4Ui5j3t2iIheb9LnPfBJt9Y441IFta9dw+5123GuVDFjo3NoeaDUEamAypU7KJsLNjtERG9Wu0o1zJzlhStVP4A8PR0GhQLBS1dh75KVUkejAizHT1AmIqKC4/SNq+jcexBk/2t05OnpWOmkQd0PnKWORvRWbHaIiChTPv6yB4RCAaHXw6BQ4G7l8gjp1wVTO3eWOhrRG7HZISKit3rxZORxHzZE6MbfcbKaK85VdsZUt0o4PH4c7CytpI5J9EpsdoiI6I1ebHSen4z8i+8cHFy6CierueJU1ar4yA64PWUcGlSpKnFaoowyfek5EREVTHK5/JVXXe1bshL69HQ8qVoNNZVWKKJPxfczJ+JY5GN4jRyXYTu8Jw9JhXt2iIjojQ4sXfXay8sPLQ/ErNHjUW/FRjxQ2kMh0qFq+jF+/WUVHGxsjOOe7x0yGAy5FZvIiM0OERG9t6v/3kUV75mIOnkDpaKj8aBWNWxdsxTNXKtnuPlgq6EDJE5LBQ2bHSIiyhY6vQ6fzfPDhXNXAQAXXCqj/YZlJo0O9+6QFHhTQfCmgkRE2a37hNGo3acbAECeno4yV27iv5ouvOMyZSveVJCIiCQT8zTO+LVBocB/NV3gdu0G5MdDpQtFBRabHSIiylYvnqOjT0szLrcUeuz8vBXm9+4jYToqiNjsEBFRtnn5ZGSlSmVseE5Wc8WZKpUxzLkEzk7xgqO9vZRRqQBhs0NERNnm+T15ABibnokejY3LzhYqBoNMjhoWOlybMBKfuntIGZcKCDY7RESUbZ7fMPDlOy4fWh747LBWqRL4zsIeSRY2UKenYmun5ljy5ZcSJqaCgM0OERFlq9fdcfl5w3M57B7cFqzALbkacmHAwArFcGHqd3ByKCxRYjJ3vPQcvPSciEgKMpkMK7/+Br2cbCAXBiQprPDVzoPYfuqk1NEon+Cl50RElKcJITBg6SL0OXASiRY2sE1PxaZPG2HlgIGQyaROR+YkzzQ7kyZNghAC/v7+r1y/bNkyCCEwatQok+UqlQoBAQGIjo5GYmIigoKCUKpUqdyITERE2eC3fw6j+rxluC6zg1wI9C3rgEtTJ6N00aJSRyMzkSeaHU9PTwwePBgXLlx45fqOHTuibt26CA8Pz7Bu/vz56Ny5M7p3744GDRrAzs4Ou3fvhlyeJ6ZGRESZ8DDmEWp5+2DVgyQYZHJUVmhxefTX+OKjj6WORmZA8o7A1tYWGzZswKBBg/DkyZMM60uWLIlFixahV69e0Ol0Juvs7e0xYMAAjB07FsHBwTh//jx69+6NGjVqoEWLFrk1BSIiygZCCAxdsRTd9h5FgoUtbNK1WNumPtYMHszDWvReJG92Fi9ejD179iA4ODjDOplMhvXr18PPzw9Xr17NsN7DwwMqlQoHDhwwLouIiMDly5dRv379176nSqWCWq02KSIiyht2njiKan4LcVnYQg6BnqXscc17CsoVLy51NMqnJG12vvjiC7i7u8PLy+uV6ydOnAi9Xo+AgIBXrtdoNNBqtYiLizNZHhUVBY1G89r39fLyQnx8vLFedXiMiIikE/UkFu7TfbD0v6dIlytQUZaKi6MGo3fDRlJHo3xIsmandOnSWLBgAXr37g2tVpthvbu7O0aNGoUv3+FmUzKZDEK8/op6X19f2NvbG4snNBMR5U2jVq9Al52H8dTCFtbpWgwe8SV+XrkE8lcc12oxpD9aDR0gQUrK6yRrdjw8PFCiRAmcPXsWOp0OOp0OTZo0wciRI41fOzo6IiwszLi+fPnymDt3Lu7duwcAiIyMhKWlJRwcHEy27ejoiKioqNe+d1paGhISEkyKiIjypj9On4DL7AU4b7CFXBiQUPdD7Ny8Bh+UcDKOef5MLoPBIGFSyqsku6mgnZ0dypUrZ7IsMDAQ169fx48//oiIiAg4OTmZrN+/fz/Wr1+PwMBA3Lx5E/b29oiOjkbv3r3x22+/AXh2aOvBgwdo27atybk8b8KbChIR5Q9z+n2FOu0a4LSLCzyuXce6pb8grHLZDI+noIIhs5/fylzMZCIxMRFXrlwxWZaUlITHjx8bl8fGxpqs1+l0iIyMxM2bNwEA8fHxWLVqFebOnYvHjx8jNjYWc+bMwaVLl3Do0KHcmQgREeWacWtXo8XFC5j03SicdamKGv4+cFUocGDxCjY69FqSX431vkaPHo0dO3Zgy5YtOHr0KJKTk9G+fXvuyiQiMlOHQs+i61fDIUtPh0GhgDw9HUtLlkKDD6vB27sHNBo+Y4tM8dlY4GEsIqL85vk5OkKfDplSgbpXr+DDhChYD6gJD/dvERp6R+qIlAv4bCwiIjJLzxudPxb9jHEfNsD133biZDVX3Czz7Mpa/549oFJKdpYG5UFsdoiIKN94sdE5tDwQGk1hnNm1Bf/t2YZHrs8uevm4igPuLZ2Frm0/5iEtAsDDWAB4GIuIKL9oNXQADAaD8WRkb+8e8J7e87Xj9204jba9Z+RWPMplmf38ZrMDNjtERPmVRlMYTk5FAADu7pWwYuUIzJ72OwaWrwYHfTKQmIaD4anoErAQWr3uLVuj/Ibn7BARkdmLjHyC0NA7CA29g3Pnnp2U/Nvuv1HhG2/8/a8WSExDy0Jy3Pb2wocVK0mclqTCZoeIiMxOUmoKmvv6wvtiGHQKFUoYkvFP/27wme+HFkP6v/I1fNyE+WKzQ0REZiEiIhY+0zciIuL/b0jr+/sWNFm3DY+UdrAw6NDcqTA+GT4YnwwbaPJaPm7CvPGcHfCcHSIic2dtaYnto75FM9t0nKpaFSerueLypt8R+MOcDFd4Uf7BE5SzgM0OEVHBMLZTF/h4VsV554o4Wc0VQq+HTKlko5NP8QRlIiKil8zdsQ0NAn9D2dsPIE9Ph0yphCw9HSfWbpI6GuUgNjtERFSgnL9zC4MfPDA+V0soFNi2bjk+ruoidTTKIWx2iIioQGkxpD9aDhuAPxb9jLtTfoLntRu45FIZvjPGY3rXL6SORzmADw8hIqIC4+WTkQ8B+PPSJfj5+eC0iwtafG5A8w/Ko938hYhPSZY6LmUT7tkhIqICQy6XZzgZ+cp/99Cx5wAUPnsZBpkMda3ScWvyODR2rS5hUspOvBoLvBqLiIieGdK6LfwaucNKn4p0uQLzr96H16aNUsei1+DVWERERFm0fP9e1F66DmFyOygM6WjQuTl+2xiIInbqDGN5x+X8g80OERHRC248CEMV75nY8VgPmQDCalTFb6sXoUUtN+MY3nE5f+FhLPAwFhERvdpXLVqh75CeOFu1CupcvYZTu/7CH7YK3nE5j+AdlLOAzQ4REb3OB04lMX/BbNxwcYY8PR0GhQJHVqxDUMBSqaMVeDxnh4iIKBvcjniIjt2/BP7X6MjT07G6RDG0dfeUOhplEpsdIiKit2g6qB+gUMCg08OgUODaB+Xwe6dmWPhlf6mjUSaw2SEiInqDF29EON69IY4HbsTJaq44W6UyhlQoivPTpkDjUFjqmPQGbHaIiIhe4+U7LgPA1nkLsW/RzzhZzRUnq7qgmiIVV8cPR8c69SROS6/Dx0UQERG9xqvuuAwAB5cHQgB4UL4CqiutYadPwa+fNsLamjUwZOUKacLSa/FqLPBqLCIienelihXHvhFDUQXPnqV1w2CN1guX4GHsY4mTmT9ejUVERJQLwmOiUcN7BgIfJMAgk6OKPAVXxg5Dt/oNpI5G/8Nmh4iIKBsMWbEc3ff8g0SlDWz1KVjX5iMEDvkaMpnUyYjNDhERUTbZcfIYqvktxBWDNeRCoFdJO1ydPg1liztKHa1AY7NDRESUjSLjnuBDn5lY/u8TpMvkqIRkXPx2MHo1aiJ1tAKLzQ4REVEOGBG4Cp/tDEG80gY2+lSsbl4bvwwbDrmcx7VyW55pdiZNmgQhBPz9/QEASqUSs2fPxsWLF5GYmIjw8HCsXbsWTk5OJq9TqVQICAhAdHQ0EhMTERQUhFKlSkkxBSIiIhN7z5xG1R8X4ILeCjIIdCthhWvTp6KSxuntL6ZskyeaHU9PTwwePBgXLlwwLrOxsYG7uztmzpwJd3d3dOnSBZUrV8bOnTtNXjt//nx07twZ3bt3R4MGDWBnZ4fdu3dDLs8TUyMiogIuJv4pas+chYW3Y5AuU6CCSMa54V/hy6bNpY5WoAgpy9bWVty4cUM0b95chISECH9//9eO9fT0FEIIUaZMGQFA2NvbC61WK7p162Yc4+TkJPR6vWjVqlWmM6jVaiGEEGq1WtKfBYvFYrHMu1q4uYtH308TaT7jhNZnvPh1xEihVCgkz5VfK7Of35Lv/li8eDH27NmD4ODgt44tVKgQDAYD4uLiAAAeHh5QqVQ4cOCAcUxERAQuX76M+vXrv3Y7KpUKarXapIiIiHLaofPnUHW2P87qVJBBoHMxFW5Mn4LKpcpIHc2sSdrsfPHFF3B3d4eXl9dbx1paWmL27NnYuHGj8S6JGo0GWq3W2Pw8FxUVBY1G89pteXl5IT4+3ljh4eHvNQ8iIqLMik1IwEezfsDcG5HQy5UoY0jCmaF9MaRVa6mjmS3Jmp3SpUtjwYIF6N27N7Ra7RvHKpVKbN68GXK5HMOGDXvrtmUyGYQQr13v6+sLe3t7Y/GEZiIiym1eG39B2y178URpC6t0LQI+roHt346GhYKPrcxukjU7Hh4eKFGiBM6ePQudTgedTocmTZpg5MiR0Ol0xhOMlUoltmzZggoVKqBly5Ymz76IjIyEpaUlHBwcTLbt6OiIqKio1753WloaEhISTIqIiCi3/XXpIpy/98NJrQVkANoVVuDm9MmoXrac1NHMimTNTnBwMKpXrw43NzdjnT59Ghs2bICbmxsMBoOx0XF2dkaLFi0QGxtrso2zZ88iLS0NLVu2NC7TaDSoXr06jh07lttTIiIiyrL45GQ0/MEXvlfDoZcrUcqQhOODe2H4J59KHc1s5KmnnoeEhOD8+fMYPXo0FAoFfv/9d7i7u+PTTz812VMTGxsLnU4HAFiyZAk+/fRTfPnll4iNjcWcOXNQtGhReHh4wGAwZOp9+dRzIiLKCz52ccXW3p+jqD4JALD/qcDnCxdCq0uTOFnelO+fel66dGl07NgRZcqUwYULFxAZGWmsF6+0Gj16NHbs2IEtW7bg6NGjSE5ORvv27TPd6BAREeUVR69dgfPMn3A0RQEAaF1IhlveXqhVoZLEyfK3PLVnRyrcs0NERHnN5C5d8d2HH8DCoEOaQgXvU1cxd+cOqWPlKfl+zw4REVFB9v2239B03TZEK2yhSk+Dr8cH2D9+PKxVllJHy3fY7BAREeVRp27dgPPMH/FX4rOHhza1E7g1bRI8natInCx/YbNDRESUhyVrU9HKzw+Tz92BTm4Bx/QkHO7XBV6dP5c6Wr7BZoeIiCgf8AvajgaBvyFKYQuLdB183MojeOJE2FpZSx0tz2OzQ0RElE+E3r2ND3x8cTD+2bVFDW3ScWvqBHxUtZrEyfI2NjtERET5iFaXhnZz52LcyRtIU6hQTJ+EQ706wrtbd6mj5VlsdoiIiPKhgL278NGKjXgot4WFQYfJrqVxxMsLamsbqaPlOWx2iIiI8qlL//0L5+nf448n6QCAelY63JoyHg1da0qcLG9hs0NERJSP6dL16DjfH6OOXYFWoUIRfRL2d2+L73v0ljpansFmh4iIyAws3f8Hai9bjwdyGygNeoyvqsGxyZNR2E4tdTTJsdkhIiIyE9cf3Efl6d8jKCYNAoCnSosbXmPQvNaHUkeTFJsdIiIiM6JPT0fXhQEYduQCUhWWcNAnYffnreDXp5/U0STDZoeIiMgMrQo+CPfFq/GfzAYKQzpGfVAcp6ZOQVH7QlJHy3VsdoiIiMzU7YgIVJ0+C789SoWADG7KVFyfOAptPGpLHS1XsdkhIiIyY+kGA3otXoSBf55BisIShfTJ2N6xGRb0Hyh1tFzDZoeIiKgAWH84BG4Bq3AX1lCIdAwt74Bz3tNQwqGw1NFyHJsdIiKiAuLeo0i4TJ+JTQ8TISBDdXkyro4fgQ5160sdLUex2SEiIipAhAD6LV+GvgdOIFlhBbU+GVvaNcDSgUOkjpZj2OwQEREVQL8e/RvV/ZfhlrCGXBgwoIwaF328UbJoMamjZTs2O0RERAXUg8cxcJ0+E2vvP4VBJkNVJOHymGH4vH5DqaNlKzY7REREBdyglSvQY/ffSFRYwU6fjF/afIRVXw+DTCYzjtFoCsPbuwc0mvx3QjObHSIiIsL2UyfgOncxrqVbQi4M6ONkg8s+01DWsQQAwMmpCLyn94STUxGJk2Ydmx0iIiICAEQ8eYJaM77Hz/diYZDJ4SyScHHUYPRo3FTqaO9FKXUAIiIiyluGr1mNfR61sa5Pe9hZG7CmVxOctbEEALi7VzKOi4iIRWTkE6liZpoMgJA6hNTUajXi4+Nhb2+PhIQEqeMQERHlCT/59se4SV1eu95n+kb4+GzKxUSmMvv5zWYHbHaIiIheRaMpDCenIhjbrh261ikHi/aVkbrnHmbvOoFdp05Kvmcns5/fPGeHiIiIXiky8glCQ++g96wAjN4YDABQhsdicslSmNiwPaIfPZU4Yeaw2SEiIqK3On7jBgDghk4JGQS6FFXi+gxvVC5dRuJkb8dmh4iIiN4qIiIWPtM3ouWsufC/HoF0mQLl0hNwZmg/DGr9idTx3ojn7IDn7BAREWVVs+o1sbl7Rzikp0BAht1x6fgiIAD6dH2uZch35+xMmjQJQgj4+/ubLPf29kZ4eDiSk5MREhKCatWqmaxXqVQICAhAdHQ0EhMTERQUhFKlSuVmdCIiogLnz8sX4fzDXJxOVUAGgfYOctz0mYpq5cpLHS2DPNHseHp6YvDgwbhw4YLJ8gkTJmDMmDEYPnw4ateujcjISBw8eBB2dnbGMfPnz0fnzp3RvXt3NGjQAHZ2dti9ezfk8jwxNSIiIrP1NDkZH/v+iB+v3IderkDp9AScHNwLw9q2lzpaBkLKsrW1FTdu3BDNmzcXISEhwt/f37ju4cOHYsKECcbvVSqVePLkiRg8eLAAIOzt7YVWqxXdunUzjnFychJ6vV60atUq0xnUarUQQgi1Wi3pz4LFYrFYrPxaDaq6iMhZU0Wazzih9Rkndo4bL1QWqhx9z8x+fku++2Px4sXYs2cPgoODTZZXqFABTk5OOHDggHFZWloaDh8+jPr16wMAPDw8oFKpTMZERETg8uXLxjGvolKpoFarTYqIiIje3T/Xr8H5ez8cS5ZBBqCNWuDW9MmoVfEDqaNJexjriy++gLu7O7y8vDKs02g0AICoqCiT5VFRUcZ1Go0GWq0WcXFxrx3zKl5eXoiPjzdWeHj4e86EiIiIElJS0eRHP8y88C/0ciWc9Ak4+tUXGN3x9Xdhzg2SNTulS5fGggUL0Lt3b2i12teOE0KYfC+TyTIse9nbxvj6+sLe3t5YPKGZiIgo+8zcthXN1m1HjMIaqnQtfnSviPXfjJAsj2TNjoeHB0qUKIGzZ89Cp9NBp9OhSZMmGDlyJHQ6nXGPzst7aBwdHY3rIiMjYWlpCQcHh9eOeZW0tDQkJCSYFBEREWWfE7du4IMZP+FIAmCADPsuXpQ0jyQnMtnZ2QlXV1eTOnXqlFi3bp1wdXUVwLMTlMePH298jYWFxStPUO7atatxjEaj4QnKLBaLxWLloarnXDlHtpuFz2/pfwjP6+WrsSZMmCCePHkiOnXqJFxdXcWGDRtEeHi4sLOzM45ZsmSJCAsLE82aNRNubm7i0KFDIjQ0VMjl8pz4YbFYLBaLxcojldnPbyXysJ9++gnW1tZYsmQJChcujJMnT6JVq1ZITEw0jhk9ejT0ej22bNkCa2trBAcH48svv4TBYJAwOREREeUVfFwE+LgIIiKi/CjfPS6CiIiIKCew2SEiIiKzxmaHiIiIzBqbHSIiIjJrbHaIiIjIrLHZISIiIrPGZoeIiIjMGpsdIiIiMmtsdoiIiMissdkhIiIis8Zmh4iIiMxann4QaG5Tq9VSRyAiIqJMyuznNpsd/P8PKzw8XOIkRERElFVqtfqNDwLlU8//p2TJktn+xHO1Wo3w8HCUKlXKbJ+mbu5zNPf5AeY/R84v/zP3OZr7/ICcnaNarcbDhw/fOIZ7dv7nbT+o95GQkGC2f4GfM/c5mvv8APOfI+eX/5n7HM19fkDOzDEz2+MJykRERGTW2OwQERGRWWOzk4O0Wi2mT58OrVYrdZQcY+5zNPf5AeY/R84v/zP3OZr7/ADp58gTlImIiMiscc8OERERmTU2O0RERGTW2OwQERGRWWOzQ0RERGaNzU4OGjp0KO7evYuUlBScOXMGDRo0kDpSpkyaNAmnTp1CfHw8oqKisH37dlSuXDnDOG9vb4SHhyM5ORkhISGoVq2ayXqVSoWAgABER0cjMTERQUFBKFWqVG5NI9MmTZoEIQT8/f1Nlufn+ZUsWRLr169HTEwMkpKSEBoaCnd3d5Mx+Xl+CoUCM2fOxN27d5GcnIw7d+5g6tSpkMlkJuPyyxwbNmyInTt3Ijw8HEIIdOzYMcOY7JiLg4MD1q1bh7i4OMTFxWHdunUoVKhQjs7tuTfNUalUYvbs2bh48SISExMRHh6OtWvXwsnJKd/MMTN/hs8tW7YMQgiMGjXKZHl+n1/VqlURFBSEuLg4xMfH4/jx4yhTpkyemZ9gZX9169ZNaLVaMWDAAFG1alXh7+8vEhISRJkyZSTP9rb6448/RL9+/US1atVEzZo1xa5du8S///4rbGxsjGMmTJggnj59Kjp37ixcXV3Fpk2bRHh4uLCzszOOWbJkibh//75o3ry5cHNzE8HBwSI0NFTI5XLJ5/i8PD09xd27d8X58+eFv7+/WczPwcFB3Lt3T6xevVrUrl1blCtXTjRr1kxUrFjRLOYHQHz33XciOjpatG3bVpQrV0589tlnIj4+XowcOTJfzrFNmzZi5syZonPnzkIIITp27GiyPrvmsnfvXnHx4kVRr149Ua9ePXHx4kWxc+dOyedob28vDhw4ILp27SoqV64s6tatK44fPy5Onz5tso28PMe3/Rk+r44dO4rQ0FDx4MEDMWrUKLOZX8WKFUVMTIz48ccfhZubm6hQoYJo27atKF68eF6ZX87/JS+IdeLECbFkyRKTZVevXhU//PCD5NmyWsWKFRNCCNGwYUPjsocPH4oJEyYYv1epVOLJkydi8ODBAnj2y0ur1Ypu3boZxzg5OQm9Xi9atWol+ZwACFtbW3Hjxg3RvHlzERISYtLs5Of5+fr6iiNHjrxxTH6eHwCxa9cusXLlSpNlW7duFevWrcv3c3zVB0l2zKVq1apCCCHq1KljHFO3bl0hhBCVK1eWfI4vl6enpxBCGP+BmJ/m+Lr5lSxZUty/f19Uq1ZN3Lt3z6TZye/z27Rpk8n/fy+X1PPjYawcYGFhAQ8PDxw4cMBk+YEDB1C/fn2JUr2757sQY2NjAQAVKlSAk5OTyfzS0tJw+PBh4/w8PDygUqlMxkRERODy5ct55mewePFi7NmzB8HBwSbL8/v8OnTogDNnzmDLli2IiorCuXPnMHDgQOP6/D4/APjnn3/QvHlzODs7AwBq1qyJBg0aYO/evQDMY47PZddcPvroI8TFxeHUqVPGMSdPnkRcXFyemu9zhQoVgsFgQFxcHID8P0eZTIb169fDz88PV69ezbA+P89PJpOhXbt2uHnzJvbt24eoqCicOHHC5FCX1PNjs5MDihUrBqVSiaioKJPlUVFR0Gg0EqV6d/PmzcPff/+NK1euAIBxDm+an0ajgVarNf6ietUYKX3xxRdwd3eHl5dXhnX5fX4VK1bE0KFDcevWLbRu3RrLli1DQEAA+vTpAyD/zw8AfvzxR2zatAnXr19HWloaQkNDMX/+fGzevBmAeczxueyai0ajwaNHjzJs/9GjR3lqvgBgaWmJ2bNnY+PGjcaHPOb3OU6cOBF6vR4BAQGvXJ+f5+fo6Ai1Wo1JkyZh3759aNWqFbZv345t27ahUaNGAKSfH596noOEECbfy2SyDMvyukWLFhn/1fyyd5lfXvgZlC5dGgsWLECrVq3eeOvy/Do/uVyOM2fOYPLkyQCA8+fPw9XVFUOHDsX69euN4/Lr/IBnzWrv3r3Rs2dPXLlyBW5ubpg/fz4ePnyIdevWGcfl5zm+LDvm8qrxeW2+SqUSmzdvhlwux7Bhw946Pj/M0d3dHaNGjcpwkUBm5If5yeXP9psEBQVh/vz5AIALFy6gfv36+Prrr3HkyJHXvja35sc9OzkgJiYGer0+Qyfq6OiY4V9neVlAQAA6dOiApk2bIjw83Lg8MjISAN44v8jISFhaWsLBweG1Y6Ti4eGBEiVK4OzZs9DpdNDpdGjSpAlGjhwJnU5nzJdf5xcREZFhN/m1a9dQtmxZAPn/zw8A/Pz8MHv2bPz666+4fPkyfvnlF/j7+xv31JnDHJ/LrrlERkaiRIkSGbZfvHjxPDNfpVKJLVu2oEKFCmjZsqVxrw6Qv+fYsGFDODo6IiwszPg7p3z58pg7dy7u3bsHIH/PLyYmBjqd7q2/d6ScH5udHKDT6XD27Fm0bNnSZHnLli1x7NgxiVJlzcKFC9GlSxc0a9YM//77r8m6e/fuISIiwmR+FhYWaNy4sXF+Z8+eRVpamskYjUaD6tWrS/4zCA4ORvXq1eHm5mas06dPY8OGDXBzc8Pdu3fz9fyOHj2KKlWqmCyrXLky/vvvPwD5/88PAGxsbGAwGEyWpaenG/+FaQ5zfC675nL8+HE4ODigdu3axjF16tSBg4NDnpjv80bH2dkZLVq0MJ4j+Fx+nuP69etRs2ZNk9854eHh8PPzQ+vWrQHk7/npdDqcPn36jb938sL8cu0M7oJUzy8979+/v6hataqYN2+eSEhIEGXLlpU829tq8eLF4smTJ6JRo0aiRIkSxrKysjKOmTBhgnjy5Ino1KmTcHV1FRs2bHjlpbBhYWGiWbNmws3NTRw6dCjPXLr8cr18NVZ+np+np6dIS0sTXl5eolKlSqJHjx4iMTFR9OzZ0yzmB0AEBgaK+/fvGy8979Spk3j06JGYPXt2vpyjra2tqFWrlqhVq5YQQohvv/1W1KpVy3glUnbNZe/eveL8+fOibt26om7duuLChQu5dun5m+aoUCjEjh07RFhYmKhZs6bJ7x0LC4t8Mce3/Rm+XC9fjZXf59epUyeh1WrFwIEDRaVKlcQ333wjdDqd+Pjjj/PK/HLvf+iCVkOHDhX37t0Tqamp4syZMyaXbuflep1+/fqZjPP29hYPHz4UKSkp4q+//hKurq4m6y0tLUVAQICIiYkRSUlJYufOnaJ06dKSz+9V9XKzk9/n165dO3Hx4kWRkpIirl69KgYOHJhhTH6en52dnfD39xf//vuvSE5OFrdv3xYzZ840+WDMT3Ns3LjxK/+fCwwMzNa5FC5cWKxfv148ffpUPH36VKxfv14UKlRI8jmWK1futb93GjdunC/mmJk/wxfrVc1Ofp9f//79xc2bN0VycrIIDQ0VHTp0yDPzk/3vCyIiIiKzxHN2iIiIyKyx2SEiIiKzxmaHiIiIzBqbHSIiIjJrbHaIiIjIrLHZISIiIrPGZoeIiIjMGpsdIiIiMmtsdojorby9vREaGppt22vcuDGEEChUqFC2bTM3hISEwN/f3/j9vXv3MGrUKAkTEVFmsNkhIgQGBkIIASEE0tLScOfOHfj5+cHGxgYAMGfOHDRv3jzXc7m5uWHLli2IjIxESkoKbty4gZ9//hnOzs65nuVVateujZ9//jlbtxkYGIjt27dn6zaJCjo2O0QEAPjjjz+g0WhQsWJFTJkyBcOGDcOcOXMAAElJSRmeQp3T2rVrhxMnTsDS0hK9evWCi4sL+vTpg6dPn2LmzJk5+t4KhSJT42JiYpCSkpKjWYgoe+TKQ+BYLFbercDAQLF9+3aTZT///LN4+PChAJ49hDI0NFQAzx7md/nyZbF8+XLj2PLly4u4uDiTB46OHz9e3LlzRyQnJ4vz58+Lzz77zLju+UMFX/eAP2tra/Ho0SOxbdu2V65/8XWNGjUSJ0+eFKmpqeLhw4fC19dXKBQK43qVSiUWLFggoqKiREpKivj777+Fp6dnhiytWrUSp0+fFlqtVjRp0kTY2NiItWvXioSEBPHw4UMxZsyYDA+MfflhjkIIMWDAALFt2zaRlJQkbt68Kdq3b29cL5fLxcqVK8Xdu3dFcnKyuH79uhg5cqRxvbe392sfhFmyZEmxefNmERsbK2JiYsSOHTtEuXLlJP+7w2Llk5I8AIvFkrhe1ewsWLBAREdHC8C02QEgatWqJVJTU0XHjh2FXC4Xf//9t8nrZ82aJa5evSpatWolKlSoIPr16ydSUlJEo0aNBPD2ZqdTp05CCCHq1av3xtwlS5YUiYmJYtGiRaJKlSqiY8eO4tGjR8Lb29s4Zv78+eLBgweiTZs2wsXFRQQGBorHjx+LwoULm2Q5f/68aNGihahYsaIoUqSIWLx4sQgLCxMtWrQQ1atXFzt37hTx8fFvbXbCwsJE9+7dRaVKlcT8+fNFfHy88b2USqWYPn268PT0FOXLlxc9e/YUiYmJomvXrgKAsLW1FZs3bxZ79+4VJUqUECVKlBAWFhbC2tpa3LhxQ6xcuVJUr15dVK1aVfzyyy/i2rVrGZ70zmKxXlmSB2CxWBLXy81O7dq1RXR0tNi8ebMAMjY7AMS4cePEo0ePxIIFC8TDhw9F0aJFBQBhY2MjkpOTMzQqK1asEBs2bBDA25ud8ePHCyGEcHBweGPuWbNmiWvXrpksGzp0qIiPjxcymUzY2NgIrVYrevToYVyvVCrFgwcPxLhx40yydOjQwTjG1tZWpKamim7duhmXFS5cWCQlJb212ZkxY4bxexsbG5Geni5at2792jksWrRI/Pbbb6/9swAg+vfvn2GeFhYWIikpSbRs2VLyvz8sVl4vJYiIAHz66adISEiAUqmEhYUFgoKCMGLEiNeOnzt3Ljp27IiRI0eiTZs2ePz4MQCgWrVqsLa2xsGDB03Gq1SqTF/RJZPJMjXOxcUFx48fN1l29OhRqNVqlC5dGg4ODlCpVDh69KhxvV6vx6lTp+Di4mLyujNnzhi/rlSpEiwtLU22/eTJE9y4ceOtmS5evGj8Ojk5GQkJCXB0dDQuGzJkCAYOHIhy5crB2toaKpUK58+ff+M2PTw88MEHHyAhIcFkuZWVFSpVqpThZ01EptjsEBGAZ5dVDx06FDqdDg8fPoRer3/jeEdHR1SpUgV6vR7Ozs7Yv38/AEAuf3bdQ7t27RAeHm7yGq1Wm6ksN2/eBABUrVoVJ06ceO04mUwGIUSGZQAghDD5+m2vS0pKyrCNd6HT6Uy+F0IYfyZdu3aFv78/xo4di+PHjyMhIQHjx49H3bp137hNuVyOs2fPolevXhnWRUdHv3NWooKCV2MREYBnH/Z37txBWFjYWxsdAFi9ejUuX76Mvn374qeffjLuKbl69SpSU1NRtmxZ3Llzx6QePHiQqSwHDhxAdHQ0JkyY8Mr1z+/Pc/XqVdSvX99kXf369REfH4/w8HDcvn0bWq0WDRo0MK5XKpXw9PTEtWvXXvv+t2/fRlpaGurVq2dc5uDggMqVK2cq/+s0bNgQx44dw9KlS3H+/HncuXMHlSpVMhmTlpaW4Wqwc+fOwdnZGY8ePcrwM42Pj3+vTEQFAZsdIsqyYcOG4aOPPkLfvn2xadMmbN26FRs2bICFhQUSExMxZ84c+Pv7o2/fvqhYsSLc3NwwbNgw9O3bN1PbT05OxsCBA9GuXTsEBQWhefPmKFeuHDw8PPDjjz9i2bJlAIAlS5agTJkyWLhwIapUqYIOHTrAx8cH8+bNgxACycnJWLp0Kfz8/NC6dWu4uLhgxYoVsLGxwapVq177/klJSVi1ahX8/PzQrFkzuLq6Ys2aNTAYDO/1c7t9+zY8PT3RqlUrODs7Y8aMGahdu7bJmH///Rc1a9ZE5cqVUbRoUSiVSmzYsAExMTEICgpCgwYNUL58eTRq1Ajz589HqVKl3isTUUEh+YlDLBZL2nrVSbEv1osnKFepUkUkJSWJ7t27G9er1Wpx9+5dMXv2bOOyESNGiGvXrgmtViuioqLEH3/8IRo2bCiAt5+g/Lw8PDzE1q1bjZeN37x5UyxbtkxUqlTJOOZtl55bWlqKBQsWiEePHr3x0vOXs9ja2op169aJxMREERERIcaNG5epS887duxosp0nT56Ifv36CeDZZfCrV68WT548EbGxsWLx4sXihx9+MDn5u1ixYmL//v0iPj7e5NLzEiVKiDVr1hjncfv2bbF8+XKhVqsl//vDYuX1kv3vCyIiIiKzxMNYREREZNbY7BAREZFZY7NDREREZo3NDhEREZk1NjtERERk1tjsEBERkVljs0NERERmjc0OERERmTU2O0RERGTW2OwQERGRWWOzQ0RERGbt/wCsPp40QKOzIwAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# re-plot the data with the fit overlaid\n", "pl.plot(improved_xval_guesses_kr, kr_wl_final, 'x', label='Krypton')\n", @@ -1021,13 +1327,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 43, "metadata": { "slideshow": { "slide_type": "slide" } }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "residuals_hgonlymodel = np.array(waves_hg_plus_kr) - linfit_wlmodel(xvals_hg_plus_kr)\n", "residuals_hgkrmodel = np.array(waves_hg_plus_kr) - linfit_wlmodel_hgkr(xvals_hg_plus_kr)\n", @@ -1050,13 +1367,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 44, "metadata": { "slideshow": { "slide_type": "slide" } }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "pl.plot(xvals_hg_plus_kr, residuals_hgonlymodel, 'x')\n", "pl.xlabel(\"Pixel Coordinate\")\n", @@ -1065,13 +1393,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 45, "metadata": { "slideshow": { "slide_type": "slide" } }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "pl.plot(xvals_hg_plus_kr, residuals_hgkrmodel, 'x')\n", "pl.xlabel(\"Pixel Coordinate\")\n", @@ -1102,13 +1441,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 46, "metadata": { "slideshow": { "slide_type": "fragment" } }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "(0.8290377437518094, 0.7755414146718735)" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "resid2_hgonly = (residuals_hgonlymodel**2).sum()\n", "resid2_hgkr = (residuals_hgkrmodel**2).sum()\n", @@ -1154,13 +1504,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 47, "metadata": { "slideshow": { "slide_type": "slide" } }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "ne_rel_intens = ne_rel_tbl / ne_rel_tbl.max() * ne_spectrum.max()\n", "pl.plot(wavelengths, ne_spectrum)\n", @@ -1181,13 +1542,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 48, "metadata": { "slideshow": { "slide_type": "-" } }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "ne_keep_final = ne_rel_intens > 100\n", "pl.plot(wavelengths, ne_spectrum)\n", @@ -1197,7 +1569,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 49, "metadata": { "slideshow": { "slide_type": "slide" @@ -1212,13 +1584,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 50, "metadata": { "slideshow": { "slide_type": "slide" } }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# check for overlaps again (in the densest part of the spectrum)\n", "pl.plot(xaxis, ne_spectrum)\n", @@ -1244,13 +1627,35 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 51, "metadata": { "slideshow": { "slide_type": "slide" } }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "[1060.5183193475166,\n", + " 895.2424884504669,\n", + " 893.670848263007,\n", + " 892.9232835842486,\n", + " 892.082009702997,\n", + " 890.6754750779604,\n", + " 814.5085554585149,\n", + " 776.6287593955387,\n", + " 720.1158679501369,\n", + " 651.4261979644568,\n", + " 275.48231610553455,\n", + " 216.88320524067413]" + ] + }, + "execution_count": 51, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "npixels = 10\n", "improved_xval_guesses_ne = [np.average(xaxis[g-npixels:g+npixels],\n", @@ -1261,13 +1666,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 52, "metadata": { "slideshow": { "slide_type": "slide" } }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "pl.plot(improved_xval_guesses_kr, kr_wl_final, 'x', label='Krypton')\n", "pl.plot(improved_xval_guesses_ne, ne_wl_final, '^', label='Neon')\n", @@ -1292,13 +1708,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 53, "metadata": { "slideshow": { "slide_type": "-" } }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 53, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "xvals_hg_plus_kr_plus_ne = list(improved_xval_guesses) + list(improved_xval_guesses_kr) + list(improved_xval_guesses_ne)\n", "waves_hg_plus_kr_plus_ne = list(guessed_wavelengths) + list(kr_wl_final) + list(ne_wl_final)\n", @@ -1308,7 +1735,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 54, "metadata": { "slideshow": { "slide_type": "slide" @@ -1323,13 +1750,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 55, "metadata": { "slideshow": { "slide_type": "slide" } }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "(1.297424467471288, 1.536199541098805, 1.2470951152669687)" + ] + }, + "execution_count": 55, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "# calculate and compare the squared residuals\n", "# the model calculated for Hg-only works better than that for Krypton, but the optimal linear model is calculated\n", @@ -1342,13 +1780,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 56, "metadata": { "slideshow": { "slide_type": "slide" } }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "pl.plot(xvals_hg_plus_kr_plus_ne, residuals_hgkrnemodel_nedata, 'x')\n", "pl.xlabel(\"Pixel Coordinate\")\n", @@ -1368,13 +1817,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 57, "metadata": { "slideshow": { "slide_type": "slide" } }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "pl.hist(residuals_hgkrnemodel_nedata)\n", "pl.title(f\"Stddev = {residuals_hgkrnemodel_nedata.std()}\");" @@ -1424,13 +1884,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 58, "metadata": { "slideshow": { "slide_type": "slide" } }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "pl.plot(xaxis, hg_spectrum)\n", "pl.xlim(100,200)\n", @@ -1450,13 +1921,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 59, "metadata": { "slideshow": { "slide_type": "-" } }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "pl.plot(xaxis[200:300], hg_spectrum[200:300])\n", "noise_estimate = hg_spectrum[200:300].std()\n", @@ -1485,13 +1967,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 60, "metadata": { "slideshow": { "slide_type": "slide" } }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "160.14071738720793" + ] + }, + "execution_count": 60, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "cutout = hg_spectrum[100:200] - np.median(hg_spectrum)\n", "xcutout = xaxis[100:200]\n", @@ -1501,13 +1994,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 61, "metadata": { "slideshow": { "slide_type": "slide" } }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "0.0012527166750909403" + ] + }, + "execution_count": 61, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "# Uncertainty on moment 1\n", "sigma_m1_left = ((xcutout-m1)**2 * noise_estimate**2).sum() / cutout.sum()**2\n", @@ -1518,13 +2022,21 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 62, "metadata": { "slideshow": { "slide_type": "slide" } }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Moment analysis yields m1 = 160.141 +/- 0.001 pixels\n" + ] + } + ], "source": [ "print(f\"Moment analysis yields m1 = {m1:0.3f} +/- {sigma_m1:0.3f} pixels\")" ] @@ -1553,7 +2065,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 63, "metadata": { "slideshow": { "slide_type": "-" @@ -1569,13 +2081,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 64, "metadata": { "slideshow": { "slide_type": "slide" } }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "1.0704108932039562" + ] + }, + "execution_count": 64, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "# estimate the per-pixel error in the Neon spectrum\n", "ne_noise_estimate = ne_spectrum[1400:1600].std()\n", @@ -1584,13 +2107,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 65, "metadata": { "slideshow": { "slide_type": "slide" } }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "pl.plot(xcutoutne, cutoutne)\n", "pl.plot(m1ne, cutoutne.max(), 'x')\n", @@ -1599,13 +2133,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 66, "metadata": { "slideshow": { "slide_type": "slide" } }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "0.03746963744056958" + ] + }, + "execution_count": 66, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "# calculate Neon line centroid uncertainty\n", "sigma_m1_left = ((xcutoutne-m1ne)**2 * ne_noise_estimate**2).sum() / cutoutne.sum()**2\n", @@ -1616,13 +2161,21 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 67, "metadata": { "slideshow": { "slide_type": "slide" } }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Moment analysis for the faint Neon line yields m1 = 651.6098 +/- 0.0375 pixels\n" + ] + } + ], "source": [ "print(f\"Moment analysis for the faint Neon line yields m1 = {m1ne:0.4f} +/- {sigma_m1_ne:0.4f} pixels\")" ] @@ -1651,13 +2204,21 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 68, "metadata": { "slideshow": { "slide_type": "-" } }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Standard Deviation of the residuals = 0.23808851631912872 nm, Faint Line uncertainty = -0.0038270225781471185 nm\n" + ] + } + ], "source": [ "print(f\"Standard Deviation of the residuals = {residuals_hgkrnemodel_nedata.std()} nm, \"\n", " f\"Faint Line uncertainty = {sigma_m1_ne * linfit_wlmodel_hgkrne.slope} nm\")" @@ -1703,18 +2264,227 @@ "source": [ "You're done! Now apply this calibration to the data and start measuring things in Tutorial 3" ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Advanced: 2D spatial-spectral solution" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In some circumstances, you may want a full spatial-spectral solution because your 'final product' is a position-velocity diagram. This situation arises commonly when observing extended structures like galaxies, planetary nebulae, and outflows.\n", + "\n", + "In this case, we need to perform a second trace along the spectral dimension. This requires re-fitting the spectral line locations at each vertical position along the 2D spectrum. In IRAF, this was generally done with the reidentify task.\n", + "\n", + "This should generally only be done if you have multiple stars giving different spatial trace profiles along the spectrum. In this case, we have only one, so we will get a less accurate measurement." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Look at the whole spectrum (for krypton)" + ] + }, + { + "cell_type": "code", + "execution_count": 69, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "pl.figure(figsize=(16,8))\n", + "ax = pl.gca()\n", + "ax.imshow(kr_image[380:530,:], extent=[0,1600,380,530])\n", + "ax.plot(xaxis, trace_center)\n", + "ax.set_aspect(5);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Refit each position vertically\n", + "\n", + "I eyeballed the valid range, covering 120 vertical pixels. We're using the same trace at every vertical position, which may not be correct, but it's the best we can do. If you have multiple traces, you'll want to replace the `yvals_2d` measurement below with a 2D interpolation, and/or, include the data directly in the 2D fit below." + ] + }, + { + "cell_type": "code", + "execution_count": 70, + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "outputs": [], + "source": [ + "# we're going to build up a new array position-by-position\n", + "kr_spatial_posns = []\n", + "yoffsets = np.arange(-40, 80)\n", + "for yoffset in yoffsets:\n", + " # re-extract the krypton spectrum at each Y-offset value\n", + " # (the added underscore is so we don't overwrite the main krypton spectrum above)\n", + " kr_spectrum_ = np.array([np.average(kr_image[int(yval+yoffset)-npixels_to_cut:int(yval+yoffset)+npixels_to_cut, ii],\n", + " weights=model_trace_profile)\n", + " for yval, ii in zip(trace_center, xaxis)])\n", + "\n", + " # for the extracted spectrum, we re-do the \"fit\" to identify the measured peak location\n", + " npixels = 15\n", + " improved_xval_guesses_kr_ = [np.average(xaxis[g-npixels:g+npixels],\n", + " weights=kr_spectrum_[g-npixels:g+npixels] - np.median(kr_spectrum_))\n", + " for g in map(int, kr_pixel_vals)]\n", + " # we then append those onto our array\n", + " kr_spatial_posns.append(improved_xval_guesses_kr_)\n", + "# now we turn our list-of-arrays into a 2D array\n", + "kr_spatial_posns_arr = np.array(kr_spatial_posns)\n", + "# then, for the Y-values, we're using the trace model plus our Y-offsets\n", + "yvals_2d = trace_model(kr_spatial_posns) + yoffsets[:,None]" + ] + }, + { + "cell_type": "code", + "execution_count": 71, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# look at how much variation there is (not a lot, ~2 pixels drift)\n", + "pl.plot(yvals_2d[:,0], kr_spatial_posns_arr - kr_spatial_posns_arr.mean(axis=0));\n", + "pl.xlabel(\"Y value\")\n", + "pl.ylabel(\"Relative offset from the original X-value\");" + ] + }, + { + "cell_type": "code", + "execution_count": 72, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "from astropy.modeling.polynomial import Polynomial2D" + ] + }, + { + "cell_type": "code", + "execution_count": 73, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 73, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# our new solution is a 2D polynomial\n", + "wavelength_model = Polynomial2D(degree=2)\n", + "# we need to broadcast our catalog-selected Krypton wavelengths to match the shape of the X and Y values\n", + "kr_wls_2d = kr_wl_final * np.ones(kr_spatial_posns_arr.shape[0])[:,None]\n", + "# do the fit\n", + "fitted_2d_polymodel = linfitter(wavelength_model,\n", + " x=kr_spatial_posns_arr,\n", + " y=yvals_2d,\n", + " z=kr_wls_2d)\n", + "fitted_2d_polymodel" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We now have 2D spatial solution. We can show the wavelength solution at each pixel. It looks mostly vertical, but we saw there is a slight drift." + ] + }, + { + "cell_type": "code", + "execution_count": 74, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "yy, xx = np.mgrid[380:550, 0:1600]\n", + "pl.imshow(fitted_2d_polymodel(xx, yy), extent=[0,1600,380,550])\n", + "pl.colorbar();\n", + "pl.gca().set_aspect(5);" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { "celltoolbar": "Slideshow", + "kernelspec": { + "display_name": "py310forge", + "language": "python", + "name": "py310forge" + }, "language_info": { "codemirror_mode": { - "name": "ipython" + "name": "ipython", + "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", - "nbconvert_exporter": "python" + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.12" }, "rise": { "transition": "none"