{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"pygments_lexer":"ipython3","nbconvert_exporter":"python","version":"3.6.4","file_extension":".py","codemirror_mode":{"name":"ipython","version":3},"name":"python","mimetype":"text/x-python"}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"markdown","source":"<div class='alert alert-info' style='text-align:center'><h1>Smart cropping with YOLOV5</h1>\n- yet another chest x-ray processing notebook -</div>\n\n![chest_anatomy.jpg](attachment:63ea98db-cd4d-4d2c-bf8d-3531283367ce.jpg)\n\n#### **- Use a custom Torch/YOLOv5 anatomy detection model to detect specific anatomy on a CXR.**\n#### **- Crop the image to the bounds of the detected anatomy.**\n#### **- Scale the original annotated bounding boxes to fit the cropped image.**\n\n- I trained the **cxr-anatomy-detection** model on a small set of chest x-rays from the train set.\n- Train notebook -> https://www.kaggle.com/davidbroberts/chest-anatomy-detection-train\n- Train dataset -> https://www.kaggle.com/davidbroberts/chest-anatomy-yolov5-train-set\n- Anatomy detection inference notebook -> https://www.kaggle.com/davidbroberts/cxr-anatomy-detection-with-yolov5\n- Model dataset -> https://www.kaggle.com/davidbroberts/cxr-anatomy-detection\n- It can detect Lungs, Heart, Clavicles, Shoulders, Carina, Trachea and Gastric Bubble .. pretty accurately, but the carina is hard to find sometimes!\n- The model prediction exports bounding box data for each section of anatomy.\n- In this notebook, I'll use the lung fields to crop the image, and then scale the original bounding boxes.\n\nThe class predictions and their BBs are stored in the text file **/kaggle/working/runs/detect/exp/labels/test.txt** and can be filtered as needed. The classes are:\n- 0 = Left Lung\n- 1 = Right Lung\n- 2 = Left Clavicle\n- 3 = Right Clavicle\n- 4 = Left Humeral Head\n- 5 = Right Humeral Head\n- 6 = Heart\n- 7 = Gastric Bubble\n- 8 = Carina\n- 9 = 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uZJ2i65CiV0VwbMgEbePXIZwSsrXOEWModkqdDjPh2w/k8ZX1S9tS7pta6e7mkx3VBN3GVVrChhmkqzpYSK09HVk1n3jeH01lhGlaH3KZtNITbrbUTWC/ZtCJIk8Mo7JpuEp1cbgu4aP4ILkW14PVjxbnwwIyJM4bqyHaaCGWaJrggnHHiC1t1olsuzb5VDn7dvcMh7672XLC1nVrrarI6oudNDEri3j8lylcwY+eRlaBgE61WV3lG7tZFlue7W53nJPC6Q4rTJ17LpDXee+54af5Wi/ZZK/SmSETKqURC0SIxdpsTz56f42TZY4yWDzdZnI4QkEVa+9sK/Ie5yZrYsh0duuWbWy5M10SZVyWmsXkYkunP3YUXrKY+hQrSwsNOp4DdlqKhrdubOqiFvHOdNOqoxmCc0EeP+FO/wB5QmcDIUtyP1iY2Y/h6ZT67rZO7so/k8ZX1S9tX/JVv4Xj/E2teUbVNzxxkNWSXq/X6VeVxtBSLsMCOvcqmNgQ5znksLeYwZEOqOM54lZDfKY+tkOWvpVkuZrcYZK5tdWEgx4h0k2cGYYVmCtPpxJcO+rIezkdZ6peDhO1XaqCDZaZeSQz66wY6Wso+XWqS4N57hZ5OPWQuUaOihWJ3kWrTPIMcrRSBJQGWMThLOZ70kREZd6S5Umfc8NP8rRfsslfpFI8xaSG955B0rKhB9hbSY3qQ3cYUrmYsEpI61x+dfQulrD12OM1b7rjCgxoSRhxo8g1fUDWZHI4TNej9RYoWiX8Qn35+pmxw3EW91ybNEbWZcOeehE1B1sZoGRWdl8JDK6tRrfd6YnfBmsyXQDcJzBc3XgrH2gfyeMr6pe2r/k4af3I2B7jcZzXKQneqH/Gvph//Zv2p6l16GpZdoR0bV72WsUL3o7H17njbF6FdG6nSVUEk0juuZN8nhLbuTwXxGWETtDa8Ck2KHWuFe6kZ7R2BWH2jia9i6c5AtiWY2dFuR4s4ko0dpMsIwYUC6EMQrozmJal7fmlRoZUNchRTOaKAMxeFEt0bZWC/wDs6W8a2H3PDpKFDm6PxArrZgitK2V+kJid3V4xGu3F7olFsMvsq5VKrq9HKyMo2tA5p+55I/c6yRrJsaTFs2unpsRlLH7Iw6zGI6w92niWmsn7YRlERTPYqWCARbQSZZlVCbijAbFbWMYbRXQmVo7opGktSub5vpaI0N2Q4humLARxuDUtVsqtyu3AfyeMr6pe2vd0T4di1X1RRSMGFMazKH8Dx/jBUt6bzYAL7/1mIvRu6ii0J2lsZCxmRXEc3sPso4nSZT896yUxCga6n5HmSoFgKVTtRbBgnI2Ux7b6AndkRyRY4mFQmy8S0T0i5jEi3UyLGFs+yB57ZaSJdmHlJzrbg+piq4j2or2ogVJlfOkQMqzxpTdUc5lqxji3eoDZEn+2qqp93O07UYepVwilAXQd/bPQhmljsjL3tehd2NxLktBjoj7FqDYBJD2IJ1kDCzDc/exXtQscTqkJZapGloYAGyCNE/lrbXxbOKFDSBHjBZWuRzG9LFnNRq3tjCiZs2xNY69sjSLMLWEZza5ROI3Hq9zV6+SBV6wLM0XKx4iN4acxbRWf9xH8njK+qXtgfvgNTnBKUK01wKUzyblSmCrJoRdJK+P03N0HuXWsRO2HigQrkKBGsnSo4mn70lygOFCD6lkxXOd/dGCuhncaIeb3KGQprN7CjOOIORZ1ac7NlkvOntDTL3iMUo9fSYNYG7bmafYFeaS69rJ8qdJrX1rItY85UquTh0f4S1Chx7TMxplXIUpY8rVCtmMiy2i2ei2atFYeh9uz0Pt2A0Lbzm07ToOpQfYIpAE0rfksAAChja9FUdfxJcSbsZg5YS46JIYY6PGaPjx83nildhHOUNSCSB0STNYPUv8AMluYZr9WhtdIgjex6GUWa7culYWe+KazsxxYu0bdItZz1kSsnU8+fZTIix8iVTzYOqcrko16S1j42L3RPaVedPOWFL0FzHXMFnb3YfyeMr6pe2D++jqnOMqYJXsystj9Ee1MGQeU9JUErh7DYg529JG6K/eQ92TfT3wVXqcpWE6o8WWZyUM47R0QwPixo8cZI0Oa+TUlAlDUCSd7vQsbWawY1rIadx1XGbkWMwVtxHC12oLEc3W9i0uN33VAa521SViWUkaFkNZBYgvdyYZQMwcVFArWixaONIwdO8JeHZuVwgOm7/4BkeF8NFhyagLfLbeDvHu7JWE/Hj2kTARJphpQ2JmgpYo8jBiw2LXR5JTVZGH0apC0xq1EzXK8EQNRWNSJ7sCJaGO2LY31X5oOxQHGo7nShCltrgQC20x8W8UPI4RwgIBtejzKBF8m1RuYxmP18JGxa14JHCJ3evK9ee6D+TxlfVL2xPhKhu5virgeatAR0crS9bSye6OjTzU+SHnZ1IP8vZT9g9mirIbAfMeBAw8f/lq4seMIxIxnQgc117YIVetxuMtuBaMtPFa50QEzmKpM0kLttfHaJiSdtkoXRWx43uq8ANiup0kZu1TWpk8bHmjAaY6RiMeSQ8aK2afEleWSrsgSSiiBICkieSkg5mv/APhVOearedsuxykBUykRpBVpDvjPjx0eNZOFkxozP8V5IwlFCodkrYUSft0n3jWgHGYqPwcxpm1hFkRJQmHjRUZ3APbNp7GPGWHcRmNe+kYZdzrK0JjB/wAmJGbJMEB2K+U/qVJps8+kZ9TMjzX+SDJFw/GsDZ4H/dR/J4yvql7Y/wCvBLyWCXngXfDngZaidEmdYdGT/MlL0zqkfS/iMftV5KppRGb2nPnjbj5TZBW2LmoK1lI+HZle9l6jLGva2Y8ZF8gCbBWvG6tOSllVAwJs1AzC3uv+Z2C5q5OtNXrrJ6vHJMdsd+3IkxoTAK/3uOIcZO9nmijJ1sYR0gh3QmRxsqp/afQx1nmrebtk/wCLnyzaZMp4j1jHMMqCx9iISEkque83NbEuDBWusSCyDeD71SDvNqjuVZMUuRah8l1RD7ELuKJqCaw0CS4dTYN6o53v7h5DQruiMkx4pQGe26jjQLua+aJzQqCJ3HSHwmgYlPYp16ZGfJtoX/dx/J4yvql7Q/rRnZCOo3xyoqdeSnfCumdS6jyaklFdOhPTsbsdHbBNXs5ZSiTFfCG7Dw3NxoRR0ag5DqqgsZRtX4d6/bXkbh/XVIvSzAldqsdzz6pXRo9XX1wsl1lMPHUFK1L2ngh1y4RAQtrtJca1gOtLMuw0dkkayV1YWPPZMxvY5vRpEfUd5XsDEyKUJsST1O4VhJJSJzTdP+MjRuGabGESeV8x5IKKhYS4xog40KScpNdnT89J1DSQKkXOpqijPZAyOjOuE1PJyWouRwsI8UN3lr9UFlvdTo1jUstrCTs9FYdqXK8jkeVHmKnZa9RsI51M16KsaNkV4iYGSpy8IxEOSOnTvQ/k8ZX1S9o/nhv+IXZCkrjDc8M/4QDKOTqZWqivGkuvdzdvLGku9imL5yQ3vYqPeoYMh6tqG8o0eQwjLyHUP4c2nVtlXeRW4WwEQkiziRwpIBKgwUe1siPjZD2wtnmTyaxLl94d/VgJYRpogvm9YctNQiS5A9NiLkbTofUGir42Do4hzW9etfMPXMeoBFU/A5Efetf0bX/xfllvZFtTvc4RJA86ClcKBJLnuZjWV4j9z3/DgJFsFfM1ydVrDYNhJ86wCxK0geQ5bngPLQWDli6o0jvRrcbDtuuzEl1W4FmkutgPFyyEoyg/uMjcm4OzDFjxp6HecIioav6sgjUsjgP/AHngXnvQ/k8ZX1S9qfDIROeBdgSq1Qlx7/g34O09/wDeMxnnKNe7K4nPbCY5hZJHVTRKj0I0FeIbpL4vbR/cAwEdCcPTCkmogPBNqpQmJZEbMOFx0HW9xsZXOJgQqx+4p/8AlJyvfI4hpJdNaftNtpLZNK4CyhNE2QvQWPhuvswjuDL3mZKZuEYozjrRo4fBOK4GzSTL7/8A+FVRErohrx+3QR1LUAaWo64YDqrJTRwRRxynRuRXOkhEGOxmu9VnZa61wVhTABiS+mQcZJPaglKKO7+8kUatWD+AErrcbd1lKccpsZ2xEadk0JDQxAFJc5ZEc0vmNj5RYrW2MnBPaRkEDSj4GCdHNDcrt1H8njK+qX3IhOgkZ3PGL8AEXFdzQQ+bdIIqm7bXTaNipF4lRyWd46Cg8kzGDwsqWVCjlCcy5lBdHsV7ck5CE4b1RgNZFtRy68comFg9GU8dpnuj9sLo3LBRnOXeRKLVJPS127QWGPcxXwbOBDXulG6FJkjGI3VSmeVswRgiRJ+/Pazcq9nQeqlIcvAfnLnyvhf/APD1luzanQBgA22ESfYvidjJM5g3SSyCjes2Ng7yUzEsGsEN5iydToJ8UFbGsQWEIUo4DREYylioYbImLGVmBiOXADc1h+hrtvrU70qK6NLq4feexCCF0xhSkbVSHE88hDhTOtEWq5xnU8lhc4JsdIoIX/dR/J4yvql7U/P8lgk62j5qgl+I06sjj+GkfvRs/wA3Xhq6Jtz083bOQuSIRcYheRSdAyypUkRI89U1PWvMStTDNBOsp1gGDQrKiwR9L0rYIENMhdgBANdghImb6NGahICr3X0HursFC2aAiyEk2/mSghWIX5HiU53PhV/Zh1stZG51wH7WWO973H6V8O4/8CW1CbRbViPl+o9hz1HsOU+7bHUT9c2Ou2eu9tJr8i1JrNIyMKK1G1149jSWiKchohG47v8AbMdGYYkyW4saYV2qa6jR6x71jQ7KbYtbXEkw4rBCclVXjzyfax8dquEP8LWNGKQByrfV/WuyUCnEw5PeN13hmFOiy40WBSlSXBg+XWqmlGlYAKeWepBnUsjgcjW6hD5+uB/J4yvql7W/MuVZMD8o0Tqis6nRB5pif/Tjp/m0LUbH3+SIVp/eY3qGxgIUWRhqKKMkXVg9rqiDPrRZc6YKY8WbGDY7TahRGOjjE1cjNMMklVfEb+LAdfPiCjvSEtOnLkpWJMcRH7XSvsWW7CoseQdwIsl2BNAIyIfmfaowiWluIQshx+gnBcLKuM97U2azmNbI9uubHY6xY65sdds9dmu67It5FHrIa6HVDTpAJvuvapLZUhXGUavBgqyNKGWiitVushhxhFjizUVlTnybeYo6wN9Z7+kVO4IPVkHvjO7+4NvN2A6+nt8xy+bVuzGRJb3omx03+fZrMjyxyJKMjSWjEwkNjRFRHy4YHvtmDblTDXucLmii1tc/u7kP5PGV9Uva35lyE7okRl5oP84TOTILOa6i3lYREXzcF7Y1fuarIsXR5M5rq+IPIYjuLMsKSE/3gSYyHBf3nT1ayJfnsg8OJRrO5jo/ykQL0cKKpFnC6IbGkRYqLnEVvLTpQeeXUXqdPiMYkiMjTbTrDyDBLUatgwZT/wDDGke7C9dwOq25mgltpqNS3WiS0TZLAyM2O+m9Mn7nAWG6ZKqtEnHJrOsArgyGo0NQz8NnL93016xI9qWFJkq6FEE+IIjsnWtPFQksk6NAhK10e3eE+z7LMOPhgQksCo9QQxOasaI5ZBxfgYj0yKn4VavTJBlxE55PhsZhI3Iu1a0WE+DOG0r6uC0jnQxIl8BxrCT5iVJjxrBuoU5PfXDaajrSl/7YP5PGV9Uva35l/Nq9L4TuaBTm+GzkyvFmpj5ToQf8m8kJFoLWIst8cXbyUGEqWtublLmHYKs7a5ZTmuyDBmSj62Gacui6nBrIUIAEGVBosRvQWwQjYrGna6Mj+XEtHJppmKq2EXuvnQRIxa9jyGqCeVu9UHLbEkki4YjzNhhivk7YR4NnbLB29Qiiig1GGyDb2pF997Eb/K+54ak52lHDF5VGo3JX6VKBOe6S0bWz4CycjtdzlBgsy4uJB2y5pkdWrGaObNe49ZXy3yHVNnei1PWYNbAAGM5i9CvgN5PchcEkjI7X8uTuk7FXJ0PurYwQ9tK5Hjm1BEBe6m1BxbB7BFVerysZWoZ0Y3fCVNZiRgV+iR/d8rX157OP5PGV9Uvaz51/Ncq3dQ4Lep8UeV4Pw6rH5HrxNU+1/iqrRyosy0fkyX2YhRkkZ7vTvWyOjrTa4y0srC4WvdRz2ynUxhw4lbLV6ve12RHKV9h3fLp8MiMTlxLXnpz/AMp5gplokd4Hx0E9jGvZIjka7YKONPQkIDMYObEsdskjl7EjmxpGvWqMNqYV8/bryuNlfyJ9zw0/ytF+yyV+lVDRM3T8TrQvbU1kV5bSZ0NIApMHW8jT3uafVdXiyLCXsL0mCnDkzYMlgMgyu4JSNTISuc43dV7VRXgZ0tcuF5ZNMHLccco+ygndrusIF7X7Dr0MpiQGOD3J0Y3mW2jYp/LS9asWKbUxOR2uf9lH8njK+qXtZ8647Kcn9qrTqfWh7ha6PlAHoJXt5m2dUeO8lNkIs1gskOG3F7AWjbIGjgMgpCldqLELIObVIQ4MukKqiFIIJIXck5Chog7VemNy5rFTpHxK+Gmm/Ke5jXTrFVmSpKncj2ox/UiHJ1C22KgzjnOLM3WLIFtEad3i0khDH4aTPeD9ibyv9oVXfd8NP8rRfsslfpVbFVdsIx+Xchp8WY1GGRnfI8QsGOSwKoOrxsn3fXQEkyDU0OLAl1b/AO2OSVGwmPlJGiIxhn8sY3qeJP7XwRJPxSa8bVLZq+VIOpn9TVwjn9Et7Vbscd8GyfK82U4JVcSHMa8muyEKbh3LSxgUbO3tg/k8ZX1S9rPnX83ZTv5LSfLQR+pK4SIlQiNWoZzft09GLZK5xpPSB7EfNMJw6p7LSQ4ltKFIy2sVjupFe5uq/HKBWrGavXKouT3Be5mW37aM1uCVucTeXo2/tUp4sm+U+EE8j2wXOF7v8w5oOlQ1jzyLDVBTgj4T+YkTuHsi1sV4PskJV8OfdeaIImslnPSwvrHhQ+zD/S47tX9X7kvPZ4af5Wi/ZZK/SrUQcXapreuUjnlO9AOjRyTlBKbXjZZvVk0oplhc2pCWFYr+zB+LqvpcGO5SGo0R4glXkfpXIzWYJW45recxUQd3K7LFc5cYxCNKirIaRqPkk8vl9CHJrJkdqsEUvlZNS1GUZOxD4RuV9PVf9wH8njK+qXtZ86/m7IBO3I15/VlNHVtfBYvKsb+KJyBE2EylSyMTkkbzSHleRYeSN6Tbwilg3HYYaaSRJpGSJjNcC4QdaL0V9d1rlK0ndaUnOzkFfFAR7sZIei8TXIul7RIjiG4ytF55WmPM6sdYNfJkm7oYQ2RJqyUUsV4IaR58aOprSA1lnbwpQqxzCuhx0ZbtuIw43qqk8tvJBl3T2eGn+Vov2WSv0phPK1WwE6ssiEc9ISS0k2HZZJkgSLKvTkfCue2g5qyJtSGTMi8iNyuNyroXUg6FCDew5c80V2CI/pFIdze9vKzeqMt3d87mu7n5DlP6lIqeXsJzkatoDtV00lfIfr3mQ1kWV0SIhULwg+ECk/7WP5PGV9Uvaz51xc59D9alfhrBtWvgCTK1OWHeg6m0NHXJYBEYGmtpjm8NY78h8PaSKMWnVyNj6qLrFqENcJqEdWemUr0i0MgBoUBo1rI/SqM/tzgkZECiK3tI3OJXNdL2B7mSbYkiW8VPbyXRtUO0a0VVGwJtcFhKDUrNttwkqJY5XB24DL3xZkZKjY5BI1PeUat14cZlnZfzt5GRQ/c8NP8AK0X7LJX6V6RrK6zJGXJ0ZioDX7ewVvDKErY/D+kAxmm1vKJqYesWmwOUjTguFJ01g8rqWQI0OCg0rA9DHCXtiG5jBta5iDQeF6ui5OrBThvK8VJcSFHqbmhdS1EVAu1jpNqOp2i3XButO2VwbuwEcy6oJsC/acFTcUZc1sAIpKdOW3D+TxlfVL2j+dfzXH5rxl5Ulm6MOtNFktrx8nWpVFBSqPZyIOmRojkrWNx1e1MbXJgaxq4CGweME3GR2ZsUUKNk66BUfAfHdCGjWKxr3XDeUFo1biNVc4l/DS7+N3LMkUAMmWflUJdm7fmXGwgUOkILhZWSVCSRGR0euq4dmm8cO7CEOhK9Dawbtkt/w7Db8uf3PDT/ACtF+yyV+lshelY1DItCQNRiQHe7mcnV7cbWpgaxuAisYjBNxkZmGrYhGSNcG3PKPESMNGsaxHkeNXI1nJejmifLPrmnc+PGCsy3eDJF2RWqZxMJGQzYg1RlRLXrLEVuWmt1lmzddHt6Ausk5H1kv4qlOW3j+TxlfVL2j+fFx+ULlR9avUKl6eipdzSeEkodVXghhOxM8uuJHbnaTGDxrManLGplzCk2AunacfH2XmyDs/JsTZ0WzDsTYva2lVQe2JnEJuwpqdk2/wDPyod4VZ0WUwiiLgwPG5oiK9IsomJXWAnRQbGSJRVzwTxA6X7RpkIFlrczrW4arr60b0/d8NP8rRfsslfpTobrCZCiBAAw+bvL/FI7UztImMHjWYiY1M+L8/PHR/xJDXkOMiL2+WNYqqiOTF5pkj4NlwuaS4x2yVErsjhaNWBjcxw2GUEEgSgHzjGiK/BRmEy71GLQ2GrSuttYvPch/J4yvql7R/P7H5rYuea8TrgVPwZTv+MMKKJnwRG886M/L2MTETEz8sRM5Z/638KfLl7+yXEV3Pia7/8AGWzudvLHzyZXsfha5W4omswqfhFLXIffK2LzDGrXu9/N+LZqO6rOuFBl3Vk8cra9tsVT7nhp/laL9lkn9IIUTE/LoxGezljG4iYiexExUzl8W/DPlwi+wauVyExzupZQ+ay61jnFr1aj2MbhfgoJbnrGQx2sVRBUruX5pLb1vLDZTWOvOU+zD+TxlfVL2j+f/wBXCflrQ08vr0jtkqzfCnIiviNIrGAOuJEkriw5CZ5SRiQ5GJCk4kKVnkpSZ5OWueRl55GXi18vn7tmYtbNVDVRzIgVVejodcVkK5g2ej0QJreHuvPxeHFFyk8P6UbJOpVY1dqsDlH0kJVi6PQojdA11Ug6VRltvQWvYfR9fYk3XKQA9gFGroe3TE6fueGn+Vov2WEb1N2DTR2r14Xgz7LwZ9l4M+y8GfZeDPsvBn2Xgz7LwZ9l4M+y8GfZeDPsvBn2Xgz7LwZ9l4M+y8GfZeDPsvBn2Xgz7LwZ9l4M+y8GfZeDPsvBn2Xgz7LwZ9l4M+y8GfZeDPsvBicMAIuu6oypVqck8ZX1S9o/1P8A1cJmsr/Zj9SLSWKEbSHRVgSk5sd8Av5+zlnwxuc0RPmxMTGomK78X5pzfhXLyY5cXk5z1REuAzXyWTdhRfPbG5CStiVCJdKq++uXK8TGFvGqky/yqizmTXk5ZMP0svrPNusUdGuz+bN9zw0/ytF+y9nJM6UzpTOlM6UzpTOlM6UzpTOlM6UzpTOlM6UzpTOlM6UzpTOlM6UzpTOlM6UzpTOlM6UzpTOlM6UzpTOlM6Uzl7PGV9UvaP8AUxcJ+Wsk5sifEcV7wu1y7H01k4bpMUiK0apnwznnViEbic1xrcT28/xCcitbhVzmmOTmpmqic+vOnlg39OIqOR40zoTFTHMXArzxy/A6/htJX9vYJSMzdbh8lJiqxfueGn+Vov2X+k8ZX1S9o/1P/Vx+aw7/ACIa/gB+VazqZXmlw7KovJSsFZO6W2TlxJL3J1ueosYnLExF+PP2cvhHavPmvUZ3JetcA7rwzuhEX2LnW5mJIaqfBcXkmOwj0Ynm2Jk+xai7DsMaHlvYyrSRaNcorNOX3fDT/K0X7L/SeMr6pe0f6nsenw11/TZQ/kA3K5nS8AuZ6gGCXGJ1Oa3GJgvyb7eeJzXOnnjGIzHNVmEZzztKiM5MYUnU5vLExVxcc7lncezDTzNyRsZArK3FX5P2eYuHsJ0plqnUyTHVAW/LrtH8yfc8NP8AK0X7L/SeMr6pe0X6n/uO/KtN5ezicsjJ8YTUVtazzBYI+0gvx4JOWJiOTBLjfuMTljXImKvPOf4Of4yfkiNbh3NQiPTl1piu5r1fBfiqryyU7LAaPXs9K2A+pIw+zkqGnRZp0RrtehJ7uZPueGn+Vov2X+k8ZX1S9ov1P/cX8vyLRyHEBFd8YhOWUvMQ4396JGT4M/Nrsaq8w/kz8m+zlzxq/iTkiMamOb8HM+LhuRHMXCdKZ8PYjuar+X/j/hkl/JZK81NzyQnxIFyqdiODafF2wr+Gc/k/7nhp/laL9l/pPGV9UvaP9T/3F/J3xJTvUTIherI5uTYc3oDRTHhSK5qtYuc8a7BfFGYntT44FFcvPJHPmv5tdzQjuSH6OS/k74YzE+KuTC5Mxw+TnBR2Gju78tABGhfMQ7vkjtgVMsH/AHfDT/K0X7L/AEni31HabriMuk7kmeitwz0VuGD0vcOv0dtvP0dtuLp+25H0rbXS4es3vbja5dtWNSXGVdS3y1eKKF0eZCExlpWZ7zrMba1mBuKZES8pUxL2kz39R57+osXY6fmDY6Tkux68uH2GiXG3dJ1CvqFiH2GjRjrumJj72obiXtSuNuqdMbdU+Ou6bkW6qeRbOucr7GC8jrCO3CTBdUt7HEaV44V4GaV+xU18VJOobiV/orcM9FbhnorcM9Fbhnh01y9rrOlarYf+ksKsM5rtJr3L6Hrs9D12eh67PQ9dnoeuz0PXZ6Hrs9D12eh67PQ9dnoeuz0PXZ6Hrs9D12eh67PQ9dnoeuz0PXZ6Hrs9D12eh67PQ9dnoeuz0PXZ6Hrs9D12eh67PQ9dnoeuz0PXZ6Hrs9D12eh67PQ9dnoeuz0PXZ6Hrs9D12eh67PQ9dnoeuz0PXZ6Hrs9D12eh67PQ9dnoeuz0PXZE1KFGeESCZ/pP//EAGwRAAEDAgIEAwoUEwQGCQUBAAIBAwQFEQAGBxITIRQiMRU1QVFhcXR1sbMQFhcjMDIzNDY3UFRygZGTobTR0gggJEJDUlNVVnOSlJWisrXB0/AlRILhGGBiZaTUJkBFY2R2g4TCRmaFo/GQ/9oACAEDAQE/Af8ArO/oJfcq791rJdb/APx6eKn9ELo+pUhyPMKtNbOQ/G26Up4mXHYxIL6Mlexo2Soir01TH+k1oy9cVnob+ZL1+7bf1t1urj/Sb0Y77PViw778ynlvybi37vathz6JTRw22w8a1wGZKGrLhUl9BcQFUDUFvxtU0Ueoqb8f6TejLd49WunzpesX63cwv0TejL7rWFun3rf3e6Vun7mA+iX0auGLTblbcMyERQKS8pqpbkER33VV5N2Kj9EDkakoHNBnMMVXVIWlfoz4IZAtnBve1w3KQ3ul+tinadsm1cRcpseuyWjJWRVujvkZP8lkTX38bclkw3p2ye7HflBEzAseM48286lHkagnH82G6lvVr64U3pdL8uMq5ppOcqMxXqKbxwJSuI1whkmHUVk9m5dst6WJOje/tf6mlybkvuVbfW9Jdbu39zFdfh1GoUeJOZgO0uHm2vhUXBBhk0F2QwTQPyRRHQGS2Lq67ioLmyI0VVaW1OJupu1OXApVIfqLNRjRI9PSJGJoKPryUffCHqqEgxRGEdmKhOtCmvrapGSSqfHZk1PmDS6PNmJU0alxCViZHh05IUctqztDcAGSllKF6aiqrKNgqvCi8aDPp3B8p0aRFpasy5k9ipPOkEpYcZ+qPIjTL7hHwcQBdcJIELpJxicUcRYWWm8sITdOkzlKFNOoSgSmbKNPFD4MLkuQ4MyIjTmzVpprV4fbZgLqkqKdNhpSKujVOppURuhtSKdUyFtJZ1ThMRHASUlnykoKv60DWJAa8eRrVseMpPMxcx0l6UotsjIJCdNNwETDoNqf+yLqgtyTr8l8SKXUGaGtJniPNOo11DgMuvghbmgF+VrEVkjyLgDUgl2TmoWoS2K2XkSklUaxIIUkUhohpzKmiq7VX12Md5tNbfwEi4brWIC2IjZULFAdrEyBTIblPp0+hBNmOVGS60y49DalvNHOckSl8dgWAddk0JojUfG1XVXGgIGW9HEFuMWvGGo1QGFXjXZSa7qLrLvXioNune/+psrzs8tksjLu7qqC9LGiLRxkfMGTGKjWMt02oTXqlU0ekSG1ccds+uqpKq79W6onSRV34TQ9o0Fbjk2itlyXCNbd0eRUvjxHtGia1sn0cVVFuYsapLflvZd9+mq4rOQMm0jSxkSBTcvU2LBnU6tOSogMIrUhxlh9QJ0V5SDVRRLoKmEyHk1EIfC3SLFvJOCBYlvuumPCHk3VQfC3SlEd6CsUFS+/u9bdZOXHhAyVvtlmjCq8qpCbv0V/iqYLImTSUdbLdJLVRUQlijrIn1qIu/cnRx4QMk8nhXo1t39zC6r/AP3fgciZOBCQctUhBLcoJFFAVN9725fbTqXxBp0Clxwh02IxBhtqShGjgjbQqVrqgCiCm/1cZjSJCqjDDr6oiKqMtk4qIu5FVARVtfHMypfe+b+av/MxzLqW7+z5u/8A8K98zHMyopywJiX6cZ75mOZdSuicz5t15PqV75mOZdS+98382e632mOZdSRbcz5u/wD8M98zqY5l1JP7hM/Nnre7qbscyqn975nQ/u7vR5Prccy6lZF5nzbL/wCFe632mOZVT9YTOn53d+bjmXUvWEz82d+Di7/axzKqdr8AmW7Hd+bjmZUvWEv2o7q//HB06e2JmcKUAh5ciYcRB6O9VHHU6l/a8CV51f8AxTn7K40E+l9E7ZVT4x4OavTi0b9rMwJ/w0j/AFC+VL9bo40bySiv1DZA2ZvrGjtG6WoIEZmqqRcthFFLVSyuGItoo62skp+Wy9ShfcFV4a8hrGUxbfaGDIc4zakSjxk8zIjsoCd1Xcg1aomsQkZimE+JKmRWgcLWbVhts2mnnLkBo4hpdwBFBXkE+VCqzU8EMGEdityKSiEpmDiSpDzLllEVTzsJtqSaxIRrqFyLhmZMkg5IHYDGInwEBMuEgLe0FHtprKCmShxo+zEm7rdwlHVJitzm48JhiO/KdGnR5TzpNOyVcV3aIDWs2qK2pk05rPu7RE6AGutZtzXaAyu2pAhEKqnFUkvqqu9Lpye1uVU34fnSJEWc++wzwJqSrAt67ouPkxJQNttAMdRNYfM9UlVBQtexaqOVWXxnmhjcFGotU8mz2iSOPIbjHIEtbVBNoaqLWous2iOI5xtVKbNniabQm3IztXnxGxIjV9EQn3BNTUtTVFWlaFlB3BY0cRfGsZfOQ5CcWQ6LpcNqApuLWERmPCgrrka2S1gtZEDVRNyIqyW0l1Mo7yuowzAF1oUedZTbuuugZLsjBVVsGW1TjcTX1hte+I0ouYKyHXTQwiPWfTjmYNIQtyEAvrjAUdROiq2xHaqsZwm12cN9+mSm4ShLdki9IsBg9IWQriMPAAlqXR8VUj1nD1UQ5zpBHnsMx5bDJUWSskZzpuK5IaNhGzBHHHlTzR3WcEhF5dVbls0t9rfjqqlrr0vAledX/wAUf7K40E+l9E7Z1T4x4Oa/Tg0cdr698Wkf6hfwxlWa3TKBX6ikZmQ4Jw2tm9rIK66u70UFQkMVRCEhVCFURUW6Yb0jPsoGpRoF2TVwHTdkuubVwFAnCcddMzMgIwIiJeKuryYZ0huMSCfbo0AHE2ggW1lKLYurrPC02Tqgy26XGNGxFDVE1r2TDekl9sFaCiU0WkkLJt4/ZZBPbbapx+Xbce/T+AdIr4SCkcxYCPFrLudk7LWMUEnBY2uzB0h3E6II4Q3HWsqpg9IZuiwJUSAgsjsgQCltJs+VWTRtwddlbDrMuawFbeK4d0gvOOKa05OgpC3UqmDWsO5ERoJQtiCIiWARS2/p48UySrSsrR6bsSMnSaI3tUjI1cJVTXuq666yr08Sc/PynAfWkwhMX475EDklB2scxIFJra7InVQdmrpArmz4iEiWsmk2SNrUWAio8b6CivWR89baOpx/LFrnfqkuGdJsxjXVmkQBV8lcLxyQjal9cojtdVslK6nqomsaqRXJb4laSJE1B21IgqYa2qYuym3EEhRHARxp0HFA0REMNbUNEHWHcmPFJe1hXmJTvG4/BQFNtqbBbLstXX1FHi7ksq2wzpDdjrtAokO6tEz49IlP2aLlabF14tk2u67beqK6opbioiN6QXGAfaGjU9QkgLZ7R2U8pNiioLWs66RbMEUtm0i6gXXVFNZceGqm8X/ovS7DdPKv8Yl3qvl8eGin/gtSP/3/AD8P5pp2xeVcq0iyNmq2R6y2FVstzv1C6FuTGhfMFFzrkOoSWMnUPLYxW6pJbj0rboAvR5Tbe0FXHCXWcupFv5cJ11Xl3L0L+Bmv04NHHa+vfFpGEvfHBZXrZ5f/AE1+THBJfrZ/3pfkxwOUu7gz/JfzI/4JhIspd+weXqbIv4pjgkv1s/70vyY4JL9bP+9L8mOCS/Wz/vS/Jjgkv1s/70XyY4LK9bP+9r8mOCS+Xgz/AL0a9xMcFkryRn/eXPkxwST61f8AeXPkxwST9xfH/wBJxP4YMDbXUcAhVEvZUVDte91TcuqqIur8GP6/q/qem9U6+KhpYy7TJLsaQxUBNtyQ2i7G7b3BpDsZwmS5CFHmXB64qm+2E01ZS3cWfv6bG5N3L1u4uE005THeoT9ZLoVmbol9ybkXf01TlxQNKGXJWjrOdXbCYkWmy6Q3JuC7VVklJ2agP+BdbpJjxaMpcmzqNt27YIu+1+W/V5ehhNNGU9+sM7W6Qsj7XIXtbt/RxD0p5dm1SLR0aqDMyVKZhiD7FhAnyQAU0vrJ5ZPrcRtG02W0jzNThK2pEC3SRdDAlEk8y+tIVRehdN27HiW1TiXqMLqqO26vTbx4ltUXV/tKAi3sm5+yoir02r3Xl5MeJbVPvhCXjLfc73dn7uH9GVTjtm6syM4ib9VpuS44vSREFpSVV6mE0W1OwFw+D01RUkJbk5V2V77+RcNaNJ76FsqnBJG3DaKySOIba8cd7XTXfbdhrRnPfBXW6lT1ATcaVbSETXacVpxPMr8VwSHkstrpcbLiXo7mRNQHKlDU3EVQbbZmyHFFLIZ7NmO4aNhdLkqWQlEb6xCiho0nOspIbqkBWdkh7W0i2rbWUlu1cUt0Ctq4j6PZck1aZqMPX1FMQeYnM7QEVEU29tHDaCOsnHDWspBfcYqsvJ78SPPdWY3enRDnOg5HmspsmlMS1XJEdtq56tgudj1C1b6hWo2dqXWapzKZYmNSdhwgScEFjuNcus060ZNuju3EJKl7pfdiV51f/FH+wuPoW/S4qydDYVv4613cf18CeBmv04tG/R/syv7v/byMU+HLnzY0WHGelPvOiDUZkCJ50r8ZNQUUiS1+RMQI9eVY4DlnVp7IsxHDeQmp5G20KOSGY5sbJyIK7kJyQ26Yo4bbSoLaPQW8yjBYYby+7Lnk9WZDzlSZkRGAjM1SUERlHgiPGbzzGx4MCN6vB0V0jQdkjzEmquRHJDuUagy/zNZmx43BTJXpDrjjJQDsyqsvMmAEZOIgo05tFTxt1BbiVWOsluFlqWUuVU3gvUVkcBbRtpszf2qsunHikKK2wzGaMCf4qIKK6YSArcadHlSKDORligVSRMhQoqzG3J7UymiwEchbFXTcbWRwXaC06bZOETYapoFBfqVTOS1Oy89BcbBl1pwYE8Yzgua6E1edAhmshpQ46NtmyokBg5vIRrFOqIPUbgsCRsuaoLO2UQ1TgYwphEj1m1s3tkaTjWFXVaG+sqJiJU6zNfcjjlaRH28eScApECoR1A22iIBqG2pwMtI7aw8FdlEJcXVvik0vNTbGU9pTSUn0ffrnCVnuOtk7HI0QhdiLqWUtZI5K02w8gsM+NprjWINQapM92BTTOYkZ3gwtw1dVXyHVbVGxbVT1TJC1RRSW1kS+7EOgzaRUoKKFSkQZcCUc9yoK9JBmcycTYEBvCoxNqj0gVjgQtHqDs202R4zHrsy5r8kaq0yxBaco5UoHEjrLEndus1WPGdZF2FhqWpA2K31/PWzrFMk1qgU6dG27VQWNEdlpCqMmnasd1sHpZMtMmEdyXq3CLwnxoCVDcJWkJtzTA7Hk5pjyowuBGkUOkutKW9wgcj64ba6qWvq+XVVJVK6qqrjfuQrIqrcbLyj1f8vU8eVFvZLpdegm/lXrYrtQgu1ZumuN016M89WwlPuIhPgRVqqm1qO38Y1RUHW7IiqrlzUxUURilwHRGofUXAG8u1IjU32QUqmEN5toBb223WTwlBURRvelnERQW+OG0tgXWG4VIVqNl2nyWiIANw6q43F2zjjuv464BG5rMKuoious3rIuMlFEd0U58ebZiOnKTKj0mPGbj7Dhau1ds0Rl9xtkS2YAWzIuipJfcmJz9LiMVx+LBgDM4VSo7YOqzJ2IOR5fDTZaEiaG7gN62opgwSoIr5WyMxeBStWJSeZYUZqRElCTKS1qats7VEUnUkq+knbDsSbUEaRDFNmguYotOl1XSFR5MFoJLHN2maptPMkpKL7KqgBtEI7J9qi36WICS6YkN2QxK4OnNQHG22jdNXXpjTkYjZb1iRCbF1BdJEANbjEOtvYgzJYxOGtytQadIIm1fIEGTtrt7RWzS7mpyJdUHlRV3LiVtwjA5Um5inzKjJFVtHvGZuzLhKuq0oo07fZeOPqDSJxUIF11JisRmGYzbyTXXRZZQzGnznkUlaElXaBHICuq7yEltvS90WzsKVwarSQ4Scx115IZKZ6zbCoGoLTd01L9FdXWUr8ZLWSoq4y4ayW5vDFqNPSI83tVjJEOVGbINcPqcEIdoDrbpK4RqhCijqWZprrTpSUafR8q0ZmW0PfDNSFURtC1NmordeJ0EcXjJfFFjJFGXH2LrTvC5TqkYOIBg8+46wrThXbNNkQayAvFK6HYuWYaw6iE51t5xg4RxlJlk3laeF3bDxGxJzVeTiKSCooYAhKmsmIbSjCGnSWn9eY1LdNEHitNvmREwTiKrYuI27qgmvvtcVsKqkIZTs8JH1Q6zAhSWBB2JwN3aGUbVb8cLVfeUWCu6GzYG428tjMDLs6n10qTT5bz8mjzWpMeS0601Je2QtxWNV7V1zuJpdm7dta5XNMZH0d55jZnhVGZlaZTWlorjLkUBDgkFxHn9VphNoSoLwqL6oRuEjjhXJb7pOUsxlHfBKTL1lbNE3Cu/VVL8u8VXkLorj6HfJeact5FqUCuUSZTZjzVVRmPIRNoSvSmzaTiqSXcG6ot7YcyxX2gJxylygAUUiuKKqCnKVhVVtu6WF6KKip/Xu3TGar+LFo3VOXmdXkT82kY0Vqo58oPTR18kuXISxXt3Tui7/axlzNMiFl18XtivMbItIrrT8l0teRJkM1Xai8bhcYNeAwl0XX13V1l4yYnZtzFaqz4nMyPAoVIpNVlNPMOyJFS5oMo+7HadF9kIOoImjbyty1IzTWZFA8cquaqy05VJsN2mR6dRqlApTlNmsOLOnOS24bxSklpJBIgoE1rg7PBH1fRrabYRfHZa4KFtcVXV379/Jvv1favgMy5hj06jU2ixCfklAl1B+bIYYlt7JqUbIxkbkVOlrvIxJ2QkhxY4II8HPbIbTa1Ws5hqdQfOLHKHkmny4cQ2lmrTptVGrA67HlMzAYO/BEF5xlv6pb2Ig8CAquZFKUeT8unMkhMkHR4Km+DatayLGbUAcQ3n1J0AsDziuXdcQjUA1tRK5EgVB/O8urLqSqKyytGkk8W2pscaUzLSZCaRwdifNEpN3mgQntiLZGSNgIVM6hUsqNBtG26mUelP1GJwsYrjzavR3J9PR3WTYuT4+2iMEZNCpuh463faDSqnOpL2cUouXJsaHDgUMqXQxKO6Q1OWVRGU+HBpUqOwyqDGkSWmnVd1Gid4PtnxF2RmY6BkXOsmfEq09yPWCKS5UCchOyHJkSGr4tPCbpxtRzWVppqwxmVaba1UEUSVpmp0zZI/lp/UaYaiONpWpAty4rSqQMTh2NpQaynrbVC2iGYlcXDQp2mmBPd2zuXX2lJsWXQjVyTHZktD5VuS01HQXBROLZU3hcF4qqi1fSLlOvSUl1HIzTrzbLEYTCpGgg0yNmxQUiIiCKcXk5MZedyPmuROprOUBprg0ufMCY3PNyxRmFMRQVjj9dZcf1v6/qc9uYft9we72WMjZVy9U8vszJ1KiyZLkyo7R50TJw9WfIRFJddN+qiJ7WPCNlPkShwuW/lC9tfL2uqdG2PCNlFV30GDv5UQSt+2uKJlXLzOSM0wmqTECNIlUwn2QExBxWuEK2q8e9x1l6PRx4RcpWX+woO9dZeKe/V3b+Pdb9HfiXlyhQc+5cjRaVDbjP02puOsK3tGjIBLVUgcUkunT9y2MrUakMZgo7jFNgtONz4ytmESOBNntB4wELaENuhZd2K5UZ4VipCE6aIpKdRESU+iIl+REQ0REToJbHNKo/fCd1fquRv/wD2YWpVEkISnzFAksorKfVF66KaovWXdjmnUrW5oTrdlyOlu5HE5Mc06kl1Soz0Vbb+GSPb+vwVRqBDqrOmEl0WxyXyHirdNyucqcoryou/HNOpWX+0J+9UXz2/0L/7fJhanUlteoT15P75Itu6VnExzTqXIlQmp1OFyF3dS7m5er8GOadS3/2hOtfciyn1snQTcacnTxzTqX3wnXuq34XIvv67n9dC2OadS6FRn36K8Mf+fhKpU0/7Qm9X6qf3onXcXfiRV6qMd9RqU5F2R/3p7dYVtbjXTp8uPoaa7Wqno+q0mo1apTnwYrCtvS5j77oasxpBsbhkqKKbh38VMZOqE9+qug/MkvCtPmXR190xXxpeUSO3yYPy7i8vGXl5eXfbqYzX6cOjhP8AdtfW/wD7aTjQRHYf0l0UHmhdbFuouoJ7/HG4EgwW+7kVOTGfNMU6l5knUJMr5YlQ6I8kOGkmC8WrGAQMWVbCSDStASCrbatqAEAkKIooqf6R2ZtSQ14XcrE1KabYkNnAfIHmGkUG2nhWVZ1sAVREHNYUFVHyu7FY06V2tvNyJdBy4kgHYriyWokkXzSI6rrbZmUsxMd+pcgVxoCPYONGqEKad6wkhJSZby6j6Oo/tUSq621Q9faWWpqF9ffZQt1MS/oga5OaYYlZZys+1H19kDkKSqAjnmgjqzBXZu/Zm1VQd+vFcD9ErmxsydaoeWm3DZbjGQxJKa8ZnX2Mcvqve00rjqgPIO0OycYrxPolM2QGthComXIzOuR7NuPMQUI1uSiPDdUbr0kT4MTfohK9UZLUudlrK8qQ0jaA69ElEVmnEdbEvqyzgg6iGIOIYCSISJffh76InMT6zSdy7ldwqky3HnqUKQqy2WhUG231WVcxbQi2aKtgutsU/wCiOzNSWyZptAy1DaItcxaiy7uOKllcdNZqk4W4UuS3sluTEv6InMc+NJiTcu5XkR5jm2lMuQpOo89YB13E4Zxi1WwG5KpWAU1rJjxX+nkXJN13r/Zsnev551ceK/8A/YmSv0bI/wCbxpU5nzaBkGvxaRTqRKrVOqD01umNGyw4bbzIguoTjnIir0caKvRBPVE/+nazuW9vOq9Dp+p7/mD/AOIe70eNG/oVj9mVP94SPA6KdfFJ9CeY+yaf3HsJ/Au7iremLlbtVVe4WMuc/aV2fG/bHFd581Psx3u+SyvOsj8Wf7K4+hb9Lir9j1r461jJHPh3tdM7yuD5T9kWM1enFo37WZg+LyMaAvTNo/Y9V/dsnGlH0fZm7YL3ofJdIXoD0Vdqan8Yj40Vc/6h/wCXa18VL1Pf8wf/ABD3eyxo39Csfsyp/H5HgdFOvik+hPMfZNP7j2E/gXdxVvTEyt2qqvcLGW+f1K7Pjd8HFd581Psx3u+SyvO0j8WX7K4+hb9Lir/iK18daxkjnu72vm95wflj9kWM1enFo37WZg+LycaAvTNpHY9U/dsrGlH0f5n7YL3pPJdIC3yFoqX/AHVVU9ySwPw23dNPaxoq5/1D/wAu1r4qXqe/5g/+Ie72eNG/oVj9mVP94SPA6KdfFJ9CeY+yaf3HsJ/Au7iremJlbtVVe4WMt8/aV2fG74OK7z5qfZjvd8lledX/AMU5+yuPoW/S5qv4itfHWsZH57udr53eMH5YvZljNfpwaOO19e+LSMaAvTNpHY9V/dkrGlH0f5n7YL3ofJdIPoC0U9qah3+PjRcpJX5yjbdl6uayL0USC6qfrInS3ep7/mD/AOIe72eNG/oVj9l1P4/JwuOinXxSfQnmPsmn9x7CfwLu4q3piZW7U1buFjLnP2ldnxu+Diu8+an2Y73fJZXnaR+LL9nH0LXpcVjsetfHWcZI58O9rpnelwfKfsixmr04tHHayv8AxaTjQF6Z1H7Hqv7slY0o+j7M3bBe9D5LpC9AWirtTU+/x8aK0vXqgi/g7Wk/4QvU9/zB/wDEPd7PGjfV8Ksfl891P94ScL119zG66cvLik2XKeZOXzzT+h+Ownt9Hu4q/pjZY3clJqncLGXOftK7Pjd8HFd581Psx3u+SyvO0j8WX7K4+hb9Lisdj1r461jJHPh3tdM7yuD5T9kWM1+nFo37WV/4vIxoCv4plG6OszVEv/8AjpW/2saT4E1zPmYzahynAOeuqYMmQnxA5FEVRUTf0VxzMqPrGX+bufNxzMqPrGX+bu/NxzMqPrGX+bu/NxzMqPrGX+bu/NxzMqPrGX+bu/NxzMqPrGX+bu/NxzMqPrGX+bu/NxzMqPrGX+bu/NxzMqPrGX+bu/NxzMqPrGX+bu/NxzMqPrGX+bu/NxzNqPrGX+bPfNxpAgTjyJovAIkhXGaRUtoGwcUkVX2N2qiXEl5URehfGjGHLj1uoG9GfaDwv1hNdxlwUT6jJeUksl9/L0vU8x1wcDk2jbgIvQRSBRRV6l134pFP0hUCHzLhw6FIjMyJRtPPSHkcMXpDj29AdQfr7Ju5OXHCtJn3sy7+cyP52FlaTltamZdvf1xJXoKv3bp7sUKTnlchZvN+FRhqAzKTwNoXnti4Cq/t1eVXNdFHi6urbl33tjhOkz725dt2TITct+Xx7dyYp1JzbNzTTq7XmKZGYp8KXHFuA644RrIRdW+0M+n0MZc5/Ujda82MW/l81EbdfFetzZqe/wDvj37Xkll5bfDZfhxKssaRZfsJqidKwry/1y4+hb9LirJZb8Hrd0601q/+V8ZI57ulfdzPm8VEVS3NKl/h39LB+WLpKZJe6ct9+M1enHo33pbmbX0/4eR0t/WxoQcIc+wDBVFRptb1FHfx0pcvUWyYl6T87hLlClcc1W5EgAFAa1URHCHoBy2+234TSjni26tn7bbF/bVQ/jjxUc8fftzq+Mx/5e/Hio553f22519gxb2uJjxUc8/ftz3lj5mPFRzx9+3PeWP5ePFRzx9+3PeWPmY8VHPH37c95Y+ZjxUc8/ftz3lj5mPFRzx9+3PeWPmY8VHPH37c95Y/l48VHPH37c95Y+ZjxUs9ff173pn5mM7Z9zTDybo4nRqo43JqNNqJzHhBu7zjT7QCRJq2uly6mHtJedZDDsZytv7J4DbcQQbAibcFRMdcRQhRRVU3KnL6n9ToWtj3E6lse57mE69utuxQatSYtPqdNq7Et1ioHHc1oqghCTGv9uYcqknw+3tMjKnnes3vdLGz1P8AvupjaZG5djW9bp6zHLfoePdBLYopZP5rQOCNVjhKy2NgTps7MXNdNTX1XlXVQuWwr1sVY8lpU5ySGaur/CXEd1CZ1FO+9Ru7e3XRMbTI33CtflMfzsbTI33Cte6x/OxtMi/cK1+Ux/OxtMi/cK17rH87G0yN9wrX5TH87GvkX7jWvymP52NpkX7jWvymP52NpkX7jW/yo/8ANxr5G+4Vv8qP/OxtMi/cK1+Ux/Owh5F+4Vr8pj+fiZLyHFiyZOxr3jLbjmsBME5ZtFVbIb6Dfdu34fz7o+2COORM3K26GqqatM22q5uEibSdthFzkAyBBW6Ki70xRM25IyBlWpUjJlJzMJzmnYcEaicGSMebPdF28hQluOgSqBarRihdJFsttEWZsyzc0TIdScAngo1RMBZYjqIOJGcsjytmpA4pCiCFt+qutbEvO2eIjvjjkdSJ8wAUiRzXW1lsDgARKB9RxBVcVapZiKr0jM08mkqFMCRGp77OwcZDhAFt2zaaM21c1TXcaoYXTcmPoZM35irWk1hqdLYWNHoOY3yQYrYGpDRJ6igqnKQrxl6iLy4zDn3M8SqS9hNYJh1595knIbaEoLJdHUMUvcwUfrbpvReniVmvNDNPcmLLsiMNvBIchRxiyTPV8aa1DJzWRVId424i3tfEnOGZojLKnKNXVSORHzPa4KgPiJ6qKiq6O4lHXULKYlbcmGiU2wNeUhRbddLru5EuvweRaQfQFoq7U1T4wx6q7+p8ON/U+HGW7c3aV2fG74OK9z6qfJ58d6fTxv6nw439T4cb+p8ON/U+HG/qfDjf1Phxv6nw439T4cb+p8ON/U+HG/qfDjMT3B6JVHSuSBCec4qJyoK7vlwWXa2+jdVao8snnNm+oq9HSKIgqOa4+Pa5oYpubUQRu/KtsUViTWae3U6BTps6O/VGJSyFfZbbByApi6yCOFtD457jIQ1bWRCvdNC9HzBTc2VR+dTHmWZVOqjuuTjJIh7F5WwuLhEpEponIiJ0V6GBy/mpmS+9zDecM6os0dd6OqIGsfjd9tyqhXviqU6VFfpeVxhSWqnU35VRhsyTaVx8WWFF5G1Bwm0FoQJVM3BUugGPoYcv1+j6TQcn01xqKdBzIBukbKo2q0KoWIUBwiVVXi8nR37sVjJFcm1Gc6EBUbZN9mn/AFS2ilqyzc130st0JCO6Jv5MOZOzAqPPhDcOS9HGPsXJLfBWrI2msC3XWsraqI7MLa3lumeUcwmpPLCc4U/Hbiva0lsmBBsQbUwS6KpEIXG6Jq3vhtFRttC5RbEV9pE8i0gKhZC0VKn3qqqe2MlkV+FF9V8t8/qV2fG74OK7z5qfZjvd8kzZ6G612A/+xiAl8vxbonO5vf1NhjQVbxP4llt/adV+MdPGSV/td3kX+zp3Q/7rBpxy3fXL8GM1+nDo53buZ1e+Lyf66+ND/oyuif8AYmYf3NNw55s92RI74fkukC3hC0VW+9VV+MsX+H6auVymZcpkmr1eSMaFFG5Eu83DXzNhhvldfdLitNjvJd62FCJMgaUaRnk5UQWlplVYN024D7omUqChrspDDiIKOOA3q8LZRLsnxhU2l109T8t8/qV2fG74OK7z5qfZjvd8kzZ6G612A/8AsYgeh+L2ub7zjQT6X0TtlVPjGMkc+He103vK4PlP2Rd3GavTj0b9rK/8Xk40QejFO0mYv3LNw55s72RI74eP8/JNIHoC0Vdq6t8EplPpa5XKZlymSatV5IxYUYbkS7zcNfM2GG/LOvurxW2h3ku9bChEmfs/1PPVT27+tFpUUjSmUxDuDALu279tzsx0bbV21hTxpqzacaFNl06XHnQZDsWZFdF6PIZJQcadBbiQqnuKi3EkVRJFFVTGjHSdEzrESBPVqJmSK3d+OnEbqDQJvmwhX3ZMZLkwvHG7Koo+p2W+ftK7Pjftjiu8+an2Y73fJM2ehutdgP8A7GKcilQYaCKlentjZOVbsJyW+uvutjR1nmRkrLYUCp5Mzk9LjT55m5Fo0s2CB5/WBQLZWLd0Uui40VaTGa5mV+EmVc2U+1Eq0hX6hSn2GPGI+vskNxtE2rnlWxTeS4c0yMoRomSM8koGaX5hy+Mt+ozvTq+5hiuzM5aUsm1ONlnMVLhUeDV2pcirUx+K1eRHeRrVccbEbkponLfGh/0Yp2jzD+5Z2HPNneyJHfDx/n5Jn2/if6Kr/e2te5w5tE+DHik5D/CujfnY48UnIf4V0b86H5MeKTkP8K6N+dD8mJOlDIUaO9IXM1Ne2LRubGM7tpDuol9my0KXcdPyoDuuq71RLqmf8/1PPVT27+tGpUYjSmUxCuDALu279tzsx1PNXeQE8aas2nG8CFNl06XHnQJDsWZFdF6PIZJQcacBboQknuKi3EhVRJFFVTGjHSdEzrESBPVuLmSI1eRHSwN1BsEsU2EnwyYyb2CXWC7Koo+puW+ftK7Pjd8HFd581Psx3u+SZs9Dda7Af/YxRr8yadvXzkwn6iY1U6SdeyYyQiJWHdyc7p3Q/wC6wQihFxR8uq2tuv0+vvwgol7JvVb61kv0rX6WNEHoxTtHmH9yzsOebPdkSO+H5Lnxb5A0VdrKv8M1vyGFNl06XHnQZDsWZFdF6PIZJQcacBbiQknuKi3QkVRJFFVTGjHSdEzrESBPVqJmSK3eRHTiN1BoES82Ei+7IjIqkyvHG7Koo+pmW+f1K7Pjd8HFd581Psx3u+SZs9Dda7Af/YxRedNO7DY72ngZI57u9r5veVwfli9mXd8DRB6MU7R5h/cs7Dnm73ZEjvh4/wA/JM+el/oq7W1j4JzfkUKbLp0uPOgSHYsyK6L0eQySg404C3QhJPcVFuJCqiSKKqmNGOk6JnWIkCercXMkRq8iOlgaqDYbimwk+GTGTewS6wXZVFH1Ly3z+pXZ8bvg4rvPmp9mO93yLp9Tlxu6aYzZ6HKynTgyE/VXFIr1GCmQAOpwxMYrIkKvCioqAiKi9bHhgon30h+/DjIFZpUqtuNMT4zp8zJ56oOIq6oM3JV6icuDzDRNc05qQ765fZk6ePDBRL25qQ7/AI5MaF6vTJedxYizo8h4qJmPVBpxDIkGiTlJRTo6qIqr0kTDnmz3UkP/AAuH5Lnz0AaK+1ta+Ph5HCmy6dLjzoMh2LMiui9HkMkoONOgtxIVT3FRbiSKokiiqpjRjpOiZ1iJAnq1FzJFbvIjpxG6g0Cb5sIV92TGRVJguON2VRR9Sst8/aV2fG74OK7z5qfZjvd8hXEpwmwRQXjLu38l+lgp84S1NVLqqgiavKSdBN3Lh+VIeHg0hltxtwF2rTrW02gKmqdxVFG25b7unjmPT04vMSm7kvvhNcnJfymDpNKbbFzmRTOMqpZIbPzMUF5mhzHZ1Pp9OYc4K8w44kRlF2L47NwEuN1U0W1kw7TKOKoXMqnqjyKQqURm4rdRW6aluVOh0LXwtGo2qo8yqcrogrhWhtJcU37l1el0caAaZAa0gw5LUCDGMaVX0BWI7bTmqVFnCaqQihb76nVuSdBcTLcKlonruR30/Jc9b9H+ivtdXP3gPklPlToU6JKpjr7FQZfbOG5F1uEC/rWb2WpciIlXV1LLtNbUUSQlRcrSK5KoFMkZkiswqy5GEprDJXQT+tIw1URh5wNU344qYsOkTaGurZPUnLfP2ldnxu+Diu8+an2Y73fIel107uJ56jYWTftxtblvfoYFuSBcZgiUXXDFejYkROlgmnyJBQHNRWyS+zFC42/yorq/Dv5d2CF/UUQZcVCY2V13KtnkK+qm5OsirZd9+hhY8lWEbJk9YVX3P67uINMnSnDabiPuqTRqqNDrEIjZSO3+z0eouDjPLxNm8OoCt3ROjy71+tvfr9HfhAkA3bYuqStq2t94Ii7t5cq9aydK/T0EpJ8P8YHGBEeZNdRC2afeabiXLcSZMTgshfqqQnlR6Dx9JeTHDD9av+4PzscMP1rI/V+djhh+tX/1fnY4YfrV/wDV+djhh+tX/wBX52OGH61kfq/Oxww/Wr/6vzsLNJLqsZ1LdFUH5cNuI6AmiWv0LJ/D6TPaW0f6K+11a+GeC+RgBuGDbYE444Qg22AqRmZLqiACNyIiVUQRRFVVWyY0UaJwy8DOYsxMC5XjHXhQjsYUcCTcZpvEqiSLvXekRF1A8d1iH1Ky3z9pXZ8b9scV3nzU+zHe75FO+wdkB3Cx0+un0mSOfDva+b3pcH5YvZl4GhP0eRO1Vb/dEzE3z5M7Kkd+PyB7zMvYl3FxC87Ndb+P0mfktkHRVb72Vf4ZjS91V8iADcMG2wJxxwhBtsBUjMyXVEAEbkREqogiiKqqtkxoo0Thl4GcxZiZFyuuChwoTiIQUcCTcZpvQqiSLvLkiJcAXa6xj6l5b5/Urs+N3wcV3nzU+zHe75FO+wdkB3Dx0+un0mSOe7va+b3lcH5YvZl4GhL0eRO1Vb/c8zE3z5M7Kkd+PyB7zMvYl3FxC87Nex/j9Jn/ANAWirtXV/jbPkIAbhg22BOOOEINtgKkZmS6ogAjciIlVEEURVVVsmNFGicMvAzmLMTIuV4x14UI7GFHAk3GabxKokK713pERdQPHdYh9TMt8/aV2fG74OK7z5qfZjvd8infYOyA7h46fXT6TJHPdztfN70uD8sXsy8DQl6PInaqt/uiZib58mdlSO/H5A75mXsS7i4hedmvY/x+kz3ddH+iq/LzOrKf8eCY8KWVfwZy/wDoanf8tjwpZV/BnL/6Gp3/AC2PCllX8Gcv/oanf8tiv6OcpV6lyaaVGptON0bsTqbAiRJcV8b7N0HGWm1MUXzRk1Vt0LiSchDm3KVWybVnaVVWumcOYCFwafGvYX45L7jrS8dhy4H0FLwAA3DBtsCcccIQbbAVIzMl1RABG5ERKqIIoiqqrZMaKNE4ZeBnMWYmRcrrgocKE4iEFHAk3Gab0Koki7y5IiXAF2usY+puW+f1K7Pjd8HFd581Psx3u+RTvsHZAdw8dPrp9Jkjnu72vm96XB+WL2ZeBoS9HkTtVW/3PMxN8+S+ypHfj8gd8zL2JdxcQvOzXsf4/SZ/TVyDopT/AHXVS92Wyf8A8rfS5uyjSc5UlylVVvpuQ5jaJwmBJtYX2CX3HWl8beb4hp5UhzblKrZNqzlKqrXTciS20Xg0+NrWGRHJfcdaXxxk+IacikAG4YNtgTjjhCAAAqRmZLqiACN1IiVUQRRFVVWyY0T6KAy8DOYsxMC5XnB14UI7GFHAk3GabxKokK713pERdQPHdYh9Tst8/qV2fG74OK7z5qfZjvd8h/z7mJ32DsgO4eOn10+kyRz3c7Xze9Lg/LF7MvA0J+jyJ2prf7nmYmefJfZUjvx+QO+Zl7Eu4uIXnZr2P8fpNIPoD0Vdqap8Yj/TZuyjSc5Ul2lVRvpnDmAKcJgSbWF9gl9pHWlXUfb4h/WkOjfQ/HylKdrFbcj1OrtvOhTdmJLFhMCZCEsRcRFWa+FiRVS0QS1G1JzWc9UMt8/aV2fG74OK7z5qfZjvd8infYOyA7h46fXT6TJHPd3tfN70uD8sXsy8DQn6PInamt/ueZiZ58l9lSO/H5A75mXsS7i4hedmvY/x+k0hegLRV2pqff4/qvlvn9Suz43fBxXefNT7Md7vkU37B2QHcLHyp9Jkjnu72vm96XB+WL2ZeBoT9HkTtTXP3PMxM8+S+ypHfj8gd8zL2JdxcQvOzXsf4/SaQfQFop7U1Dv8fH+fqtlvn9Suz43fBxXefNT7Md7vkP8Anid9g7IDuFjp9dPpMkc93e183vS4PyxezLwNCfo8idqa3+55mJnnyX2VI78fkDvmZexLuLiF52a638V+k0gLfIOintXUk/JksD/D1Xy3z+pXZ8bvg4rvPmp9mO93yKb9g7IDuHjp9dPpMkc93O183vS4PyxeyLwNCfo8idqa3+55mNIucByYyc8onDFfqjkXZoepZTWQ5re1s9W3TXC6ekFbFl11F+0V5UW+63V6PXsqY8XhdfZFl1wXPtduut1kErEqpyLu6uGtNzr0eVJby4eyhI3whVfVFHaOI2O63TXf0ujiPpyB9T1qLsBQXCBx95wRJWxUtkmoBeOFaydC6pvx4vaImsuXi1dya23K2tv1hva17W93EbTqkuQzGZoKq6+4jbacJtrEv1t1sI79yqqomHtO+wdJlzLrqOAVl8e3dLd9coqvIVrL1sU3TQVYmNU5mhqLjwu3JX/KA00bjpb7X2YCS2S+ta2JOlo6bUJ1IZoizCpYkrjiSEb2gIocZBJUst3BFB6KruwxpwcfCWQ5dVOBMLIf1pSJqN7RttOKvGJdZ0EVETd1sLp6AUFSoBihX3q9uVE+uFeil78vLiDpuKe9sWqCiKgOOuOOSdRtlptFM3DX7UG0UrImudrAJKqIul/SszQ9Geg+aMBuWFYoNYkIrT5IAK3LjJqjtBBxbqe7WBMN6XXHYzbw0hnbuximNwllFtyiDrKr10FWh3Aa6huI4qDuFbpjxXvqXbpREV7gqzVh8PtISKKqm0usdGVW3G1NrrqnIOKVOSqU2BURBWhnRI8tG1W6tpIaB3UVd11HWteyX6Xqplvn9Suz43fBxXefNT7Md7vkU77B2QHcPHT66fSZI57u9r5vesH5YvZl4GhP0eRO1Vc/c8zGmWVHjhT239VTOvTNVNmTuqaRpzbckhRCUhjvusuKKIq9FBLVUVd2rEaluTZKSppLVwj1II7phFecCHwdx+8ZtwtUhf1SRtzUU0VORUFJrrcumksyNKlN0mRHmTDZlDrG5LkEgDJGEpg+jBNijuxMUTiXsmJUgiTMMNiS8ozYkBwHHG31B52Ns1kM7VIrZPKiIYtuGy1rdHet1k1PhFTXag4tNapkmPGbCKeyF9aa+yJIGy1kcN4g1iW/HVDulrpPV2TGQIs1Gac4zFZappxJG1ZdTV19b6mIE46OmToOqRCduUlBKdSSpVQgVB2ZFfajzmDNI7Uw3QDl2iAcUUVA+vS/urh6UgyYh1GUlVPmvwgZLUZ8uDwFtdHVOM0qiq3LZIBanGVN62XL6Q6XUKCzwgDkC/VUffajSCab4ZHdbiIbjjAKXjhChWFRbVb3LfisPKWZKk3HP+0BjTGDntw5DzbJPHGWGw4rMd0tYBbe1XFbJBVwLHxV1Hm5DSSglRJ82WVECNKktU6YrcySlSZfJsSWOBOLwUNUjIGt46nIgkeZklTae43FprhsuusLCZCHOV+I02mtsybKG2DCCCi0aDIf1iDcpImvijU2e27NjyadUGUnwnY7clyDMJthzV1mlXUZI0FwkEDJBPikqWtjTdQph6H/AKHWLqkRxsrZgI3G4k42yMZUQgbXViq6DjlrN7RsUVeVUS6o3zQGA1GQHUoqU5xl6nrTZvNDbE2SoouJE3OJLVs/PCNbPW1h5RVFncB4NsnuYnM8Y5U8qZOWpFIVvj+OJFXjnJQnG14RstmqIojvFMqAbWWMvtuAbZt0enAQOComKjFaRRMS4wknIqLvRfVTLnP2ldnxv2xxXufNT7Md7vkU77B2QHcPHT66fSZI58O9rpvesH5YvZl4GhP0eRO1Nb/c8zGfRbcztk8HGxcAq1VkICRFBfGX96iqLrWt0epbCwIJKl4URRRNURWOyqDy3VE2fKuOZtOTclOhWtbzrHS90338a5PcxzNptkTmdC3Iv92Z6K+w6XQxzOp6LdKfC3ol0WLHte9/uV7r08czad6wh2RboPBY+/29nu9pMczabvRKfCS99/BmV5bdBATo36OOZlO3fUMLq/UjHJ0vM/65MOU6noBqkCFrCBKBcFZ4qpxktYOXde+MkgKZpzqiiJJrU7lBE42rJVV627GoNvKit05Lcn/96PR3JjUD7m3ZLJuHlTk6N7LbCAKIlhTo9BN116C8trdDGkFE8IWii+8UpFUREVE6L8e3ubutjUHoiHU4ifDbl/rd6rZc5+0rs+N+2OK7z5qfZjvd8inf3fsgPgQr4+VPpMkc+He107vWD8sXsiXwNCfo8idqq5+55l8Z69G+Tl/33Ve8v+QOeZudQCv+SuMleinOns6d+xKwnyfx8HSD6AtFPaqpfBIYRfcVPVfLfP2ldnxu+Diu8+an2Y73fIpTLjwiLaihA6hjreV5F5be3/V8as/dx4/F3fXfJjVn/bsfr/JjVn/bsfr/ACY1Z/27H6/yYysFdKpGMB+E29wKUpE8BmGzRvjpbUWxKnIuFGo3K7ke91unGvy8o8Xyvcxqz/t4/t61u5jQgMxM/Rdqcck5l17yqf7nm9TGcFZTNuX0mIpyyq9S5mK0vjQOajusUm/GUdnrCmqi71xq1Domx+t8mNWf9ux+t8mNWf8Absfr/JjVn/bsfr/JjVn/AG7H6/yY1Z/27H63yY1Z/wBux+v8mCCeQqCm1Yt3FFV5d3RS+MnN7HN+eW73UHacK7rcjcrp4T5P4+Dn/wBAOirtXV/jbPqvlvn9Suz43fBxXefVS3r57d7uP8S+5j/EvuY/xL7mN9/LL7mOj5ZcJ7Jfcx0PLL7i46XGX3MdHyy4/wAS+5j/ABL7mP8AEvuLj/EvuY6Pll9zGSb813bXX+z53L+Kwfli9kXd8DQrreHuLxdVEplb3pvUiWkTbCidPqYzy04udcnagOayVqp8iLZE2EnjcllTyu+/KuNmf3NxP8K8v9b8bM/tXPyVxsj+1c/JXGzP7Vz8lcbI/tXPyVxsz+1c/JXGzP7Rz8lcI05eyAd1Rd+qu+y9BOhbq4yq274c89ls3d71PRboq3s3J6lu7jZmv1jnQ+tXGzP7Vz8lcbM/tXPyVxpBS2QtFQpdC5kVQV1t32dhVsqoncTHWW/qtBlHAmRpoAJFGeB9BLdfZLf4VTDuZ6S+4bz2WYDjrhKRmrr6KRLyktjsl8eGGi/gvT/fpHz8eGKi/gvT/fpPz8eGGi/gvT/fpHz8eGKi/gvA9+k/Px4YaL+C9P8AfpPz8eGGi/gvT/fpPz8eGGi/gvT/AH6R8/Hhhov4L0/3+R8/Hhiov4LwPfpPz8eGGi/gvT/fpHz8eGGi/gvT/f5Hz8eGGi/gvT/fpHz8eGGi/gvT/fpHz8eGGi/gvT/fpPz8M5rgxCM4OX4UV42XGdu248RALg6q+WNR91Fwu8lX/aJd3Ruv8Mf1u5cZdzFU8rVaPW6O6LUyMjiNkYI43482TTmuBXvrtmQqnSVcZj+iBzrCzFlOEMLKhtVKXKB83cuQXHkRqM45Zl3UTUuVlVeVeivQx4tubredMt/oGB7X2PHi25t9ZZa/QML5uPFuzb6xyz+gonyY8W7NvrHLP6Bh/Jjxbs2escs/oKH8mPFuzZ6xyz+gofyY8W7NvrLLSdagw/m48WzNq3+pMu8n1tCgbkv0OJ0eouKB9EFnSZmnNsFyDlQWac5CFk28uQG3T2wPKe2JAXaLcBsq8m+1r48WzNvrTLf6Bg/Mx4t2bU/ueW169ChfwFMeLdm31jln9BRPkxm3PVdzmUJawUXZ0wHGojMSM3FYbB1UI0BsF3IqiirbpbsfD1t3qsqX5ela/wD1HqdLwPb9zd3MZ0pNdlzcvVOhMxZr9IlyHDYkP8HFUeZJpOP0fLL0r7sc1NJfRy1Rf0l/ljmppL/Bqi/pL/LHNTSX+DVF/SX+WOamkv8ABqi/pL/LHNTSX+DdF/SX+WOamkv8GqL+kv8ALHNTSX+DVF/SX+WEqekvf/0Zoi25P7UVCXrWxk2k1+NU8w1evRYsR+sORCBiM/txFGBeQr33j5dLXXfvx7nuJj+uRMf1yJj+uRP9S+nuRelffbq49tfgxv6a49tce2uPbXG/prjf01xZOXlXoXRO7y47v/8Akx//xABqEQABAgMEAgcLFgkICAUFAAABAgMEBREABhIhEzEHFCI0QVFzIzAyNWFxgZGxsvAQFRYXIDM2QlBSU1RVdJKTobO00dLhN1ZydXaUwdPUCCRDRGKClaIYJSZgY4O1wmWEo8PxQEVGV5D/2gAIAQIBAT8B/wDqQNXVOGnHwa7NyKOcGIaE5IWQHRVKVVw4uLFTh4jSlvI7MhWqGjw7l1NKcR16tfVrYXdmRyozU6uajudThsJBHqqkaDEimOjo3JOdM6jLjsbuzEcDf5WkGX7PksbuzAex1Jph0ifqrn17G7swANdCmiSSdInIjPPrggcPDZmSxb4JaLCwkVXheTVJ4tXVHBWhHHZyUxLKqPFlspTVSNKDlx9rOypS+ktgusBSwDg0g1GlFdkGo4LRMM5COuMOlONsJUcJrkqhGfQnWNQH+5o6IdcGnGaV19e0O0WlvrBdSpcNBpb3RKQvdFWRyyB1nq8RstKm22w69ECrS3FuBbmLTZUGPotz6VvFQiuRoSG1rWlrbLjraSkrQpJcbW4vSLFDuqlISEkE1GrdUOa0OkxkS2X6thKmUpxN6VYYRunMJGRodycuHXZSoxUWaOaMJcAQlWnNUBW6qhJ0S6im6UDh1cdg45pmarfTELfSl1lJVo0N0NQG8kYVFPRkVoajKhEclxUK6EHd60GuaKOJJJrroAewLIcbVFB5oczSwgLogJUUVVzOlBniNajsarRJLyWWkpWQ6oaVZGIJb6IpXnUBQBTw7qgIzraJQy26642t5MQG20obxrDa9GkpbogGihQ0VTgFeCtpyVqj1483NG0DucA6BJPFmNXV/wBzU9GkDqd200jotiLU2y8ptIQ2U4TqyFbGazA1rFO0PBXKxmswPRRbyqas+h63WHbzrZqNi3JbGrciHVKQpoIVXoUqIBp1xYxkUTUxDteMKzA4gddtuRR1vuDq13Xb6mdtvRmfN3jUcLh4Mh8mu23YsAUfcHGK8esDreAtt2L4Ip4U6EhWeWefHn8ljFxRodsO4gcQOM9F/wDOdlrW6rE4ta1HWpRqfDg9XImNg4JKVRkXDQiVHClUS+2wlSqVwpLqkgmmdBnS3j/IvdqU/wCIwn763j/IvdqVf4jCfvreP0jP/wB5lWX/AIhCfvbeSCQ+7Up/xGD/AH1vJHd/3blX6/C/vbeSOQe7Uq49/wALq+NsLxyA6p1Kz1o6GPccsbxyAa53Kv8AEIX97byR3f8AduVf4hC8H/Nt5I7v+7cq1V3/AA37ywvHd86p3Kj/AOfhv3lvJHd/P/Xcqy1/z+F/e2N45ADQzuVA5/1+Fplrz0tPls1PpI84llmby111ZwobbjYZS1HiSkOEk9a2vxE+eJ7Fp1v5XJt9zxDqtD9Ko/8AKY7qf9wuwTwdsHK38oODRGyu76XlKS1DxEdEOhAxOrbbZa3CBqqonDjIOBIKqEAi0HCwEQzNRCIcS0YRnQiLQlbrDzsQhuqXEpbDqc+jSlvJRTTIkrkkpwRYUuMbdlUZDQca+4EFlwRD64dxxltKElrRKQVISpThWCCVCzUielzjja3wiLXCzlxSA226NqQkM+FE6QKHN1IKUKABDRxppkbPy+XQjzUJifcjkmHUpzCgwq9KpJ0CUBIISAfPispXqCBUEO3dl7z0XFxMVDQTTka5Cw7SX2oYtKZbh1LXo1suaVI0qcLSC2Tu92LOtJaeeQHEuoQ86lDqQUhxKThCkjXRVKgE6jnaHl8NCRcrYYdfEfFQrMSt4IZVDMIfh0uloMuNq0i6K6Mq3JNAmoqWpHAZwjhiduqlj81Q8koMGEiFdikMlGAqUooThUsOJShRoW6C01l0rcS5odK3Gwslgo9woDTcIoKW2042htLeIuUcx6bHhJFC3niteduCbj0ogmXWUbTgS4FKaUC4uGbUS3o2m6JUc1VqrHU1tBuLgpO1EQzTO2oibOQrqlMsvrRDtsQ620jTNuhGkccdxEBJVkCTS0TCI8kiWYdhkocjWAqHO5ZbcdUlS4QqoaJQsluvABaMdksShooxRUPCTSFXF6WAYg1sQxxJUyylhCDENKURjzQqgFAknEm77SHJrIoqIiJfFRTd54JqC2g22wBBOh4qQ+WG2aqTo2gELCi3uqndmpOaqhXRH/LQYU9TxE+eJ7Fp1v8AVybfe+IdVofpVH/lMd1P+4VaZ8WdOxbZNkyryXwuXIFTB+XwsSzNYtTkOGy4HGkw4w0dSpJSpClhSVCikkg5Gz38n6XRLjrirzzcaVvQqS01AtIDbagpLaWW2AhtFd1RKU7rdWf2AoKIhlQbl6Zspham1ONhiATpFNZtrdIhwt5TYoErdKqcFnP5Psucf07t6p0p8Qu09Lghd7Bna+hB0XQaLmfWsdgGXqh0QnkomxabKAFGHgNIQk7ltTu19MW2zukoUsoBzAs1sAwUOXQm9M2WX11UVMwLqseHz9OkYVo3aHCHUYVjjs3sCS1lrQCfRa00Vm9LZO8uiiSSt5cGpZWoknEVFVTrt/o8SrSof8lM70jSEpZUUQe4bSnClCSlnJKUUTTULQmwTBQbTzCLxTJxpcPEQ3NmYPGhqKbWhYacDOkwjFiDYOjxUJTrsf5PEqUVVvTO91DphirBC1LCSMLZ5jqBAp1rP/ydpPEJhw9eObOpYbLSFliB0gGoJWvQYnABTCVE4RRItBfyfJZABaYa881SFhKylcNL3EKWgnCsIXDqRpkakLpjTrBt/o+S3CoJvTOwp1/bil4IVLm2R/TFwNBRcrnUHXnZ/YDgIkICrzzROiWldWoWXs6R9GSXHNFDpLiwCqi3MSk1OeZsdgaDU/CRKb0zhp6DXpYcsMQDWF+oOk5mwlOMkArWRiVTM5W8rmeCo8sa9RNTUVhKVVrPnPBbyup7/wDsW9PbhP3Vhscz2oT5Yt6TVSd1WE3P/o2vbJ7xXKn91nk34ns5bmk8hZfEsR5YUgsvMvOYcLaEmnM+1nrFRnStMOZyz4DroeOx1Wh+lUf+Ux3U+JtiHr5812VIttmH9mZ+Ei22oYZaZo/30W2yx7MyP76LbZh6+fs/CRbbEP7Oz8NFtsw3s7Pw0W21Dn+nZ+Gi22Yf2Zn4aLbZh/ZmfhIttiH9nZ+Gi22IennzNPy0fXbbMOdTsP8AGp+uyFBfQFt0VIxpKSkn1gw5VHph9Vh2ezr9T4mIbhYaIi3a6OFZdiHANZbZQXFhP9qiTSz/APKEuZD6NSoKcBLyFOMKUy3hebStTZU3V04khxC055kgjWMv9I25Ip/NprU8bLVACMyeaUy+Q2/0jLkA0MNNUq1HmTSgnsY/k19TK022abrx187s3hbh5htOTQ0yaiwUtaVe2w0GsCdJnQtkq4QDb/SNuSRnDzYqUoCgZaPBx6TWRTPgpnYfyi7k51hZtUa0pZaz4B/Sdjj4aWRs/XRVGMy9UBN2Yl1aGEtPNNpwlygTUaTLI9q3kgYwp/m71FJSfSZhQBGpXERYXhh9W136ddHB/esLww1KbXf/AMv12N4obVoH89eafrt5IIZVAWXstVSig+W3khh/YH9XGnV27eSBmu9n9Q9Z2PTcVlXgZH9XeFQOFGY1j03Ea2E/ZUMod6gpwop1PT0r9R6tvJAwk73e119Jr+FYz9nXtd0dWraqdfdHw61om80PBw7j7rThYbSVqIW0k01n0/U+u13NkmR3nmzkkg2IyHjUQximy+lBYdZzJW280pbbgp6YKIqKawbJ88FOpqts0n/W9yP0pl30WKtw+HVsbQ/SqP68P3U2iHENNOuLcS1hSTiV0OYypaMlMSFRK1Lj1RC3H320tNOOQ2BTilIQ68DjS8oDUEKQCUgqzVhfkziolxbhjWYbDAobTCNqcWp12EaU6opxpSG23MelVjxaTcgE1wru/HJfSlD7pTtl2HK+a0S2lKVCJ3XRoVUhKRVQWkppmmypTHuaIxColLDUIlZ2qwoxBUpRShrBVIdeCiC6txQIRnmaAsyaLdYdZZS+XlzGDQ09EaRlTcO41E6VTiVdChKg3jw40hVMzlWZ3fmEE22YdcY+FqUFJNFOJUmm6Bh3XuZLruKkGoII4TAS6YKTHIfhooK2ksw6nA4Ku42aYP8AiAFZNPS1s9dmMh20OqeindG4ztkNFDgUhxSUEQyUPFaijolaZDQpmDS0XL8a55hZjkhrRolujh0NpXhcTnk5nipQrbxqU2SpWZoYCWzJcYwiJZjEtFaS4SHUpKU7o7rUmoBSevU2jkxi4CIffhdrLholkM6BpbGOHcD4WHMA5rg0bRC1Zgk1Vu7SlQdYYQ0YZbjj6xHCMWkrbZGEI2vpTpM93UQ+J/HrT53WCjG4CZRUO7zSFEREIbL8OIqrgKkMhSlgupZBopwNA5VoK7obFTbjd2HEvHmjc1mCD63GF0VgpqFKgasjwW/sncnrep8+KUyOckmgEpmCir1tIR6vaHcs3HwbjEhljzMtcZdl8WI114BcSyox8ettCXSoCHUkFLjeHOrlV40lISxKoF5CJjghfG9N3pgpanIhlBXMkwbzbaA0XNOYjbITgToqHJzoDittyVMochkwMpUiGkEBFsrW2hxxc1U2xpi49pKuOArcqz0AKVBSK1s0YN6ZyqIbZhXFRMsafjIZhqGDaYoOPoUnRPutsIUUJSohS+GoTqtHxEohGp8/Cy+AEWqJlbTLbuhiCwh2HidvOMMocU3unENlRQpaWVEBJ6GyWYXaMRhhJV41+NTT0NE4mRGeOZaY0uEqeEQXRE6ZBbU0UBsBSU4MK7Il0XMr2sRUEhuKh0TKD5s3Ew/AputAXAtdE68Kaq4BZNFIRuk1wM68uhaAUKqpw6xry6liUJSehO6y3Ncs9WWqwCSrcYOjNa+tyw0xa+HJNSerlbRn+x2Vt17IKx8tk0BSCE0rnq4zrzP1WAqNSOhVUbmtaHq1yNKEZU7NirgoOhp2cPHSta/UMrOZ8FcgBSnAADUaxnxjPgsgVSRqNRrIFcuqQMuDrniNj0VR/Z+Qa6cOri7tl0CaUGee5OL13aGrI55WnKHVSiPCGERLioUpbZNFBSsKtyoJVqUTQgkHi1W2LZVNJffCEmcylZlTBkD7DkMMIg4FwPRAQ0yKqVheQUvlJU4Qt1VVmwmUCF12y1TElNanLhOqvBbZYWmbTO6LstrFtwl44GIiVNJPMWEQ0ShS1g0yClJqRnnqOu234PFQRCDWgATuqnr8B7Fjq64qOtXK0P0qj/ymO6m14KGVRYw1woSB1sQHctEQja4mo3CX5hEM5UoEILWDCBXPmiupkLIhYfmKVh3SxDjrKMBTgTgVQKUkglZqoFQqjIa88m4VgJaQvGpx1tx3GhQwpwlYCSkpOI7g1OkFCrCE1TuiN1qruhU9Y0HUpwnPq20EOXHnXskhaWsAJbOaQSqqW3tzTIDDw69zmdEywlpIWsKjHELNcOJtrRFIIKCfTbkKO5NSQSco7CIx8NpwpS65hGLKuI1pRIFCQaCmQyqddmFrTtRtuqkPKGmSAMLi9Lh0ajTdJ0eCgNUpxHUSbN4UxIqkuNVd0bhSVBG5Vo1lNMwnJR1kAajqLraHNraSISpS1PaZ7dJOiTosKd2lBURuxn+TiwioiZH4/PQsvZfZhdM2jRrShLwRo3FnNFUheVKlWazUmtTZrYhiWdIW56gFbzjwdMsQVsuryLjHN+ZniIyFBTMA2Y2H4iHSEpvAheFRW2p2VocW2sjo0KL+5PD187Sq4t4pNDGDl98VtsKcdeoqXg1cc3SlH+cazaeN3uu2xCzFd5lTFsx8JBmGVApRUPupQqh2wTqJpl6n319CF5epJZirsiGcUKcRBzBtsR3DujO7hSeYTWRwcbHRG3dLEuhzGvDGxDaK4HEjJCAOxbyrrg5f7NQNR1X6dXLS8NvKuuAa/wCzEvz1009Or/TcNp9cO6MNsg3OlzMigmoGOhJuuKhm9MG3jDphtEV1cKqpxqpRQ12GxbcDP/ZiXdp/sZ6avym0zuddiW7Kd0JdByaCag4qUzN1+GLZdZccSV4FqQ6VglPhx2iLr3dhYdb8PJJYw+y0pSHWoNhtaVIScKklKAUqFMjwcFoaXQa4dlSmEKUptJJOKpNOoq3jZA+1m/8AN9q3jZA1B2ujLixfWbeNkD7XT8tvGuA9rJ7Zt42QI/q6e2bJlUAP6uk/3l/at42QPtdPbNvGyB9rp+W3jXL/AGsntq+uwlcANUOntq+uwl0EnVDo6takH5bJgoRJB0DeqhqKgjw462TCw2NI0DIFUkDRop2cs8rbL42lNrnJhf5sl688vbcSxzJLjZhYqqHAimME0JBqDTMG0zZaRDhSWm0q0zQxBASd0rjSBqtqQniwgeHbtD9Ko/8AKY7qbXudW1Io1xs4SENntrTa68kbm8igpm/ExTcRHNFxzQrCUhWkWkkYkqNVAHEqtTW3kNgqpUIqMBRXBRxO5XXNadxkTTgzrw2aulCs5Jioot0VibUpJBUpOEqyQKdw0FajI+RCDKC2YqLCSFCiVN8PXbOqwuhCJUVojI5KiADRxFDTVUaPWODi4LG5UvORiIvDUqppE9GcNVdBw4RWnEOKy7ly9zNcRFk8eNv93ZFz4NoYW4uNSM8g43winA34DKwubAjB/O47mZxIAdQAF1BUoUbyxU4KWXcyBdzXFRilAYQStGQ1ked9ylm7nwbS21tRUYhTYwpVjRVKTrw7gUPydS3ke4ppM+pzdJyPB53x28j3/iky+OT+7tIdK1FTWEW84+3DLZS2XjiWMSFZ1oO5bZGyk0FQq6eSoax7YT1PU++voQvN+ZJj9FctsH/g2kP/AJ7/AKhF+LeX8J9w/eM+72Etx9b9gteL8MNyPzJM/wDvtMN5RHIud6bQe9WOST3Oep88T2LbNPTe5P6VS76LFWm29Ry8P3xt6Udb9gtD9K4/rsd1Nr5eh6O5Nr5xFrg+hCSe9j885Yc8lHTSe8tD94q2yN0lgvz7K/pA9T76+hC835jmP0Zy2wf+DaQ9eO/6hFeLeX8J9wveM+72Dtx9b9gteL8MNyPzJNP++0fvKI5B3vVWg96scknuc9T54nsW2aenFyf0ql30WKtNt6jl2O+NvSDrfVaH6VR/5THdTa+Xoej+Ta+cRa4PoQknvY/POW+/nkoymk95aG7w22Ruk0F+fZX9IT6n319CF5vzHMvozltg/wDBtIuvHf8AUIvxby/hOuH7xn3ewduPrfsFrxfhhuR+ZJp/32j95RHIu96bQe9WOST3Oeo88T4cNtmnpvcn9KZd9FirTbeo5eH7429IPDgFofpVH/lMd1Nr5eh6O5Nr5xFrg+hCSe9j885b7+eSjppPeWh+8NtkWhk0H+fJV9KR6n329CF5vzJMvorltg/8G0h/89/1CK8W8v4Trh+8Z93sHYcPW/YLXi/DDcj8yTP/ANy0fvKI5BzvVWg96scknuc9T54nsW2aenFyf0ql30WKtNt6jl2O+NvSjrfsFofpVH/lMd1Nr5eh6P5Nr5xFrg+hCSe9j885z2UdNJ7y0P3irbI3SaC/Psr+kD1Pvr6ELzfmSY/RnLbB2exvIqU/r2Vf/EIm1eMU6lbV10HAcydWVryimyfcTjEBOzr40wleDrW6tQMhXP8AZa8P4X7k0IP+pZpq67nh+y0fvKI5FzvTaD3qxySe5z1PniexbZp6cXJ/SqXfRYq023qOXY7429IOt+wWhulcf+VD90WvnTyPTDOmBLQP9rmiMrXDjYRF0pK25EsIcEKeZqdQlQIedriqeHLg7ttvwXtuG+Ob7Pp7bfg/bcN8c39u234P23DfHN/btt+C9tw3xzf27bfg/bcN8c39u234P23DfHN/btt+D9tw3xzf27bfg/bcN8c39u234P23DfHN/btt+D9tw3xzf27bfg/bcN8c39u234P23DfHN/btKoyFTNJ2TFQ+AxDGFZcSmqQlVTmqhA1GnU7OyDFQr8ogUNRLDqzO5WQlDqFKptlO6wg1yr2vU+8MvdmsinEshykPx8ui4RoqO4xvsqQmp66h92u11ZJsv3QkkLIoCV3biIaCU/o334taXl6aIcfOIIdCci4QMq015225s2+411f1x39/YxmzWcjJrq19+O1p8fx2nUVsoG+903IqVyBM2TCzQS5pqIWYV5shjTmIUXSsKTRJTgUBrrbbuzWOhkt0yrKmGNcVxk5bYtKbv3+mt+JNeW9DEmg4aUwMXCpbgIhTi3lRGLDuS4tQOdOAWj84KIpTzlyoqCQKEHV17QZrCsblXnSeC2frFdr7rZ+tV4di2frVdr7rZ+tV2vutn61Xa+6391Xa+62frF9r7rV4wR1xavUJ6wtn61Xatn61Xat4ajZPRp7FKG2zTnN7j5f/AJVLuHFltSL4Bw11VyNptTa4yIGnZ10OeLLVam5HB9WVoY/6qmB4EuMJ7NU0tedAXKXkKFQp6GrWudXkVB6lLI2ProqCHFStorKE1JddOsVIzXkKngsNju5/uS38Y59q3ld3Q1eNDXU3bv2reV3dA5+NDdODdufat5Xd0Pchv4x37VvK7uh7kN/GO/at5Xd0Pchr4bn2reV3dD3Ib+Md+1byu7oe5Dfxjv2reV3dD3Ib+Mc+1byu7oe5Dfxjv2reV3dD3Ia+G59q3ld3Q9yGvhufatBXNu7GRkxhYiXIcZgFNNwqCpzmbbqcSgN1wkA52auBdNh1p9EpZ0jCwtokqUEqSapOFRIOE5io9T8vDjt2Plt2BbjpUHIZHgBBztfS7F5ZlPZDeG7UXLGIuTsxrJamIe0a9t6LdJ0TblaBs1rTX17FrZj1iMugNWpEUOv/AFXXqtotmP27dDPWdHFZGvB/NeKwZ2VQQZjE3XXA640Q6IlL64f+lS1ihkpxqRXDiUBi4RZTWyyVHaUXdVMJ/V0voidMGvSBzDDEYgNdCR1baHZj9uXQ+Liv4W2i2Yvbt0Pi4n+FtodmL27dD4EV/C20WzF7cuh8XFfwttDsx+3bofAiv4Wwb2Yh/W7nq/uRn7IcfLbRbMXty55/uRdD2oaxRsxcETc0Zesju35zr/y9SykbMRoNtXNTT1qI2p1ZnEyofBCdZ4KU0OzF7cuh8CK/hbaHZi9u3Q+BFfwtohGzE0w44Y66Z0bZcIDcRWgFab17vZt4+7LyKLEZdqoXWmgXUcQoWsRHVpn2bTRWyReWYyWJvBGSVTEpmLEcNpsuJd0rbbqGk+chNaKXuVKBy6ljOJjEAtxC0KCSFpOiSN0k1oerrsq8E3ScOka6LKjYJz1Jz4eOyb1T5mHcZ0jOgfUnFzFGakUOscIFLRs6mEXCOJdWiiVI1NjOjiaWN45ogN0eaphTTmKMgKDOy57NwjFpRQICgsMIwqrwDPX4U4jP5sKYnUnNs4jDozCtYrrGXyg9UhKiQK8KUmnYzy1a+dSjppPeWh+8Pqr4avvt4avvtMN5RGQ84c702g97Q/JI4Op17eAyH128NX324vqH128NX328NX328NQ+u3hq++3hq++3D1Ot99vDV99u71vvtMVBEFFKy3uvKn9mnHZMnmDuB5MG4VLAUkVbwkK/v8PyWdkU3hVaNcA8lzG26QVtZUSoUycNa4sj1NVky6Phytb0OtCFqBxKUg7qpwoyUdZVZMpmtSowSzzVLg3bfBWqeit5H5sqHUtqAfKG14nFqcaonGMKRTSV7XHwcMbLY+FhnHXodTbVUArJRTNwU1KJ+SyZBMHEoUGAUlsYeaDhzHBW3kfmVCQzu1AA4nQU5cVhIZnrLOdEimNJTQdkZ2SKJQOJOdddedSgUmk95WGPbQfVeYbyiORc702g96scknuc8mvS+L5BdpcP5tCZDzlrvRadb+VkPO2+9tNd7DIefNd9b0uoeAtCisrj8vTscHVTa9PSWIyHnjPzyLQ29meTa7wc9lPTSe8rDd4fNSWSzG8Eyh5VKodUTGRKqJSMkNoHRvvr1NMNJ3TjisgMhVRSk362NJtcpMNFKdEylj6GkORzLSkJho0oGkYfQSoobW5i2q8TR1G5UEOjCfU+YbyiORd702g96scknuc8mvS+M5BX7bS/e8JyLXcFp1v5XJt97abb1HvhjvrekHW/YLQ3SuO/Kh+6m16ukkRyjPzqbQ29meTZ7xPPZT00nvKw3eHzMlksyvBMYeVSqHVExkSqiUjJDaB0b76+haYaG6ccVkBkKqKUm4txZdcmXaBjDEzOJSkzKZFNFvrGehZrm1CNGuiarVR5o5VZyjIOFmEK/BRrDcTCRTamYhh5IW262sUUlQPyEZpNFJIIBtskbG8Vc6KMdAh2Ku9EuUYiDu3IBxZyg4wjtQ8QaJeG4VR4EK9TphvKI5FzvVWg96scknuc8mvS+L5BXcNpfveEz/oGs+Lcg59jXaPghGRGnTGQgCkIyLqUnIcVR2+G08lxZg0q2zDOViWE4UPJJzV0WvULCUKyG3YI1CT56jhAy18HDbQohJdFtqiYd5bimyNE4knJQ4AbXq6SRHKM/OptDb2Z5NrvBz2VdNZ7ykL81byvL7/ivN/1VVvK8vv+K83/AFVVvK8vv+K83/VVWh9jW/ES+ywLuTFnTOIb00S1oWGsRppHnVZIbR0S1ZkAGgJoDcW4stuVLtCzhiZnEpSZlMimi31jPQs1zahGj523rUeau1cOXiRkHCzCFfgo1huKhIptTL8O8kLbdbVrSoHtgihSoBSSFAG2yRsbxVzoox0CHIm70U7SHfNVuQDi8xBxh+SHiDk8kYV0eBCvU2YbyiORc702g96scknuc8m3S6K6rC+5aC3nD9VhsH4AFvkoKWm29Rmd8M99Yaknw4LcFNWrV1DW16ukkRyjPzqbQ29meTZ7wc9lXTWe8pC/Nc5jIOFmEK/BRrDcTCRTamYhh5IW262sUUlQPyEZpNFJIIBtskbG8Vc6KMdAh2Ku9EuUYiDu3IBxZNIOMI7UPEEBLw3CqPAhXqZMN5RHIu96bQe9WOSR3OeTbpfFdRhfctA7zheQa70eJNt6jl2O+sOhHhwDxL1dJIjlGfnUWht7M8mz3g57Kums85SF+a51GQcLMIV+CjWG4qEim1Mvw7yQtt1tWtKge2CKFKgFJIUAbbJGxvFXOijHQIcibvRTtGHzVTkA4s1TBxh+SHiDk8BhXR4UV6lzDeURyLvem0JvVjkk9znXUofq69vD5aWm3S+M1b3Jr160tBR0EmEhgYpgEMtgjGK1CRYTCCJptpnr4xS0yjIV2Go2+2SHmjkoakqzsJjBYR/OWjQcChbxwga022x18eWqtLXmjIV2TvttxDS1lTKglKqmmlR8o4bQ29meTa7xPPZV01nvKQnzXO4yDhZhCvwUaw3EwkU0pmIYeTibdbWKKSoH5CKFJopJCgDbZI2N4q50UY6BDsVd6JcoxEHduQDiyaQcYR2oeIICXhuFUeBCvUqYbyiORc702g96scknuc5OonrdqotsgTyZSCRCLlS0NxrkbDw4ccSFt0d0mVPTatXVForZh2RoR9EO6xDJU5EONNK2lUuqQopwhOHXhwqoOBQPDZ7Zg2RQ6iCehINan0YktqgUUca9OoczzSnPERkKW8sy/Wk0IlEu0mj03S1o1arTS+d5tk+m1Z2jNk298JAQkc5DSjDFriWsCYFjIslHBg4QTaC2VbyRxeUtEsh4aDbEQ+41Asl0oSUJLbe4oVLU4K4sqVJ1WmGyxeOHMO5Dtyp2Fi2tKwVwLDbgGkW0pKxownElxtScuiSARZeyVeINuNoRLFR7EEI9bXjaztfQ6APrAVo64m2jmVblRG5tIb63hnUOXo1EqaZKXHG224Ntt91DYKsaSEDC0lxKRXUvOmQNoJelg4dZ9My0rqZtpP7bVHH4tRao4/FqPMyvprPfy4T5rnkfDQUZBRUNMWmHoB5hxEW3E4dApjDVzS4qBKUgYsdRgpjCklIIvMxJYaezJi7sS7GSduIUmDfeTQlPpkoXUl5lteJDL6ghTzYS4UZ1PqTMN5RHIud6bQe9WOST3Oc8OerOvaNtmGLWxd2BbYaW/ERU5hW4dpvJxaw28oJRxE0tB3avnCOsKN1pmtbcyi4w42KpLMUhCQEk+nSUHM0B47PXZvWt4JXIJy7DOQz0OtW0mYZ1gPpKSppppwtkpGvGtOkIobP3YvamHXCQd354ay3aWnfYwrqIpEQXMLalAIojDSpUa16lnrj3vflcJCqu/NNPCPRSknQ1bdbiS2o1JNcaS2AkAFKqmqgRnBXKvVBiKRH3emwhoxnQOKbY3aFFbam3EIUUoKklGEgkVCj1LRVxryv6JlF3J2GYKCLEGssISXX1OLfxvpC8LaCt1SdyVKwJTlrFm7r3wYlrrLUjnjkQ9DGEcQ5DJ0KErRgWNKFl1aAjNpGDcqoMqZ3flt8IZa25vd9xhkwe1mooQKWSgNNlDba3cjmaJSNfy2hL/TNhiHhzce9KtG2lGJLUPhVgSE4k1fFUmlRlqNvLFmX4iXqP/Jhv39vLGmX4i3qH/Jhf2xFvLFmX4i3qP/Ihv4i3ljTP8Q71fEw37+3ljTP8RL1fEw37+3ljTP8AEO9XxMP+/t5Y0z/EO9XxMP8Av7O7JUey2t52416GmmW1uOOaGGyQkVUpVX9QFbSCcw94ZPATiFQ82xHMh5CHwkOJqSClWEqGVOPzEq6az3lIX5rna1obQpxxSUNoSpa1rUEoQhIqpSlGgSlIBKlE0AzNtlHZRXP1PSC77ykSRCsEZGIqlc2Wk5oRqUmXpIyGRiiMa+ZYUq9SphvKI5F3vTaD3qxySe5zrZP6C5/6VwHzMVY+Ym29R74Z76w6EeHF4l5OlTnLw/0lqzXnbf5CO9HOLwdI5x+bY36O5bYz9At3PeP/ALjnmJV01nvKwvzZ50taG0KccUlDaEqWta1BKEISKqUpRoEpSASpRIAAqbbKOyiufLeu/d95TckbUURkYglKpspJzQg5FMvSRkNcUaLWNFhSr1LmG8ojkHO9VaE3qxySe5zrZP6C5/6VwHzMXb7/ADE23qPfDHfWHQjw4B4l5elLnLw/0lqzXnbf5CO9HOJ/0jm/5tjPo7ltjP0C3c94j5xzzEp6aT3lYb5s85WtDaFOOKShtCVLWtaglCEJFVKUo0CUpAJUomgGZtso7KK5+p6QXfeUiSIVgjIxFUrmy0nNCNSky9JGQyMURjXzLClXqZMN5RHIud6bQe9WOST3OdbJ/QXP/SuA+Zi7cJ7PmJtvUcux31h0I8OAeJeXpU5y8P8ASWrNedt/kJ70c4vB0inH5tjfo7ltjP0C3c94j5xzzEq6bT3lIT5q3kqvP+Mc+/xiYfxFvJVej8ZJ9/jEw/iLeSq9H4yT7/GJh/EWkWyDeqRzOHmAnExmCGlUegphHxUVCxLKqaRpaHnXAhRHQPIGkaXRSTrSq6t6pXe6VtzOWOcSIqEWRtiBiKVUw+kdttwbh5FFo4QPEWtDaFOOKShtCVLWtaglCEJFVKUo0CUpAJUokAAVNtlHZRXPlvXfu+8puSNqKIyMQSlU2Uk5oQcimXpIyGuKNFrGiwpV6mzDeURyLneqtB71Y5JPc51sndBdD9K4D5mKt9/mJtvUcux31h0I8OAeJeXpU5y8P9Jas1523+QnvRzi8HSKcfm2N+juW2M/QLdz3iPnXPMSk1ms95WG+RsjzN1b1TS6E0bmcsc4m4uEWTteOh61Uw+kdtp0btle6QeiSq616pVe6VtzOWOcSIqFWRtiCiKVUw+kdttwczeRu0HWAtaG0KccUlDaEqWta1BKEISKqUpRoEpSASpRNAMzbZR2UVz9b137vvKRJEKwRkYiqVzZaTmhByKZekjIZGKIxr5lhSr1OmG8ojkXO9NoPerHJJ7nOtk7oLofpXAfNRVvv8xNt6j3wx31h0I8OAeJeTpUv3xD/SWrN+dt/kJ70c4vB0inH5tjfo7ltjP0C3c94j5xzzEo6aT3lofvFeaureqaXRmrczljnEiLhFk7XjoetVMPpHZLToGNle7R6ZKtkPZZfvTCtymTNxEtlTjLa5jpFJETGPKSlS4VRbJAg2F1SQD/ADpScawlvC2fU+YbyiORc702g96sckjuc62T+guf+lcB8zF2+/zE23qOXY76w6EeHAPEvJ0qXy8N9Jas352j8hPcHOLwdIpx+bY36O5bYz9At3PeI+cc8xKOmk95aH7xXqvMN5RHIu96bQe9WOSR3OdbJ/QXQ/SuA+airff5ibb1HLsd9YdCPDgHiXk6VL5eG+ktWb87R+QnuDnF4OkU4/Nsb9HctsZ+gW7nvEfOOeYlHTSe8tD94fVeYbyiORc702g96scknuc62T+guh+lcB81FW4+z5ibb1HvhjvrDoR4cA8S8nSpfviG+ktWb87R+QnuDnF4OkU4/Nsb9HctsZ+gW7nvEfOOeYlGU0nvKw3zZP7fVeYbyiORc71VoPerHJJ7nOtk7oLofpXAfNRVuPs+Ym29R74Y76w6EeHAPEvJ0qX74hvpLVoiKEIw2oitQgdtFvHwewKt491/oSOzbx7p/QK7dhOwf6A9n/5t49j2A9uwnNTQMmpIAzHDq1/tt49f8E2nk4xyaao0JquXRgGf/AXbY5m2iuVIGiwaogs8+DSrt481BoydyKnMaqhPdIHZ4rePX/BPbsJ1XLQnr18Ovx8FLS6aaOYThRZPNHmeHWEpIFOxnbx5B/oeAmlc6AVrqpqFcyOpbx5y86z4s9WZ62rPXZtekbQ5SmJIPyV9VJhvKI5B3vVWg96scknuc62Tuguf+lcv+airff5ibb1HLs99YdCPDgHiXk6VL98Q30lq00P81hhwkims6mjQ5cRzp17VVkTirut1hJOoUz11B1HOnyW3Va7omlMW6B18dK1pw11bnVlY4s+izwk9EamnDkKnPh6u6Os7rFmDhwKAGE6y2QMuMqoSePOxCiKDFhoNyQrI5VoKEA1qSa5jqkpslJCkkhVApJOR1A55UHBbCrKoUaKGdCcuHWmtNVB18hXOcppJ5icKqiBjeDgVDqpn2D1uzbY/SpV0JHQEq2lmQkn+lcpWiTnkaHPg1YcsC6Kqlwkt0rhXmrSJV62poka+pTiqttwg7ldK7kYXMgeIUOGmoipzp0QFbBpwV3CxUU6BXUPrTrpTs8AtBNuGMjxRRKXEYtyvPcKPreplwW0TnrFkBNKFC8jTOm5r0RJGdOMUyto10IKF5JGWBevMdFhJ6MYtdOoMwIUUhmQdejT4ah6qTDeURyLnem0HvVjkk9znWyd0F0P0rgPmou33+Ym29R74Y76w6EeHAPEvJ0qX74hvpLVnwkuy5KhiSeiH/JNgy2BQJQP7gNtGj1qD/cAto0esb+ALaNHrEfAFtGj1iPgC2jR6xHwBbRo9Yj4ItP22/GOcVbRlLYwg04dAultiv0JyrL+qNd+9bLiFsuIWy4haU5zSeD0qXmcPUxIVbLiHqtMN5RHIud6bQe9WOST3OdbJ3QXP/SuXjs6GKsciRw+Ym29Ry7PfWHQjw4vEvJ0qc5eG+ktWe8+l/VP/ALR5xP8ApHOfzZGfMOW2K/QnK/ejXfv+YlHTSe8rDd4fVeYbyiORc702hN6scknuc5+TjOQyGZzOq1/LtzS8cHLUyiJhIWMlczYmLS41KlsLDKHU4FaJK6nmld1bauy77p3VSUnhhn6qTnT+r9W21dlv3Sut+rP/AMPbauy37pXW/Vn/ANxbauy37pXV/Vn/ANxaYQuyqGBp5hdladKigRDxFcWIYT5xqHDYQmy3h6Z3WOZ/qz+rgHnFtq7LfundYdUQ0RUdXzi0bD7JCIcGbzC7zsAFgKTBsRCHsalgNK3bKRRLpSpWe6SCLOwuyrpoT/Wd1yVLOgVtZ/JOjVStGNdKV6vDYQuy3TOZ3VJ49rP5/wDoW2rst06ZXW/Voj9xbauy37pXW/Vn/wBxbauy3Xpldb9Wf7mgttXZb90rrfqz/wC4ttXZa90rrfqz/wDD22rst+6V1f1Z/wDh7Rcr2V42FfhnJldbA+0tlzmESCUupKDSjGuhr1xa5Mmfu/KWJPEutvvwLTbTjjIUGlHmitxiANKk8HmJT01nvKw3zZ9V5hvKI5FzvVWg96scknuc5ytXq2r1fMTbeyeWa78WHQjw4B4l5cpW+T7LC/SW7Omr0ARqqK5/8M2qPXD4Vq5dF/mtiHrvl+61RXov81q691/mtXLov833Wr/aHwrVGdVCmXprQ9NtxnBm3TddRfUtX+0Phfdaop0X+a1f7Q7dpTQzWeCiUnTQ+aTUHcKyrbrinU9VnWw+260o0CklPYOuyICJSkJEe8kAUACEkAdeltpRXug98BH1W2lFe6D/AMBH1W2lE+6D3wEfVbaUT7ovfBR9m20on3Re+Cj7NtpRXug/8BH1W2lFe6D3wE/VbaUT7ovfAQP+220on3Re+Cj7NtpRPui98FH2bbSivdF/4tH1W2lFe6D/AMBH1W2lFe6D3wE/VbaUV7oP/Fo+qxlzzhSHY1xxsEKKFJSKkGqdQrrsMhStacPVsLRkI1GsLh4oczUUmorrSoKSdY1KAItEXfgUxEInSRWbitUS76xXVt5GYHPmkX2It23kZgfZIz9bct5GYH2WM/WnLeRmB9ljf1ty3kZgfZY39bct5GYH2WN/WnLeRmB9ljP1py3kbgKeeRRz4Yl767M3egVxUUC5F7gt5CKdGvGbG7UBwORn627byMwPskZ+tO28jMD7LGfrTloCVQktDgZDtXylThcVixqSCASczl2La9fqv4azbt9s27fbPieHB4nb7Zt2T2zbw47eGoeJ2T2zbsntm3ZPbNuye2beGfi9zi4LRbUQpTLrASstqrujhGYobaSYCvMGj/zDbSx9POGvjD9VtLH+wNfGG2lj6+cNfGG2lj/YGvjFW0sf7A18YbaWP9ga+MP1W0sx4GGutjNoRt5Lj7r6QlThRQJVUbmvFQ28OG3hw/Xbw4bfL16/7l6uIjiVnb5OoMh2rdvtm3b7du327dvtm3b7du32zbt9v/8Akz//xABpEAACAQEFBQMGBwgMCAwCCQUBAgMRAAQSITEFEyJBUTJhcQYUI0KBkTNSYnKhsfAQFSAkdrXB0TQ1NkNTgpKV09Th8SVQY3OTlKKyBxYwdIOFlqSztNLVRGRFVGV1hKOlwsMmVcTF4v/aAAgBAQAGPwLZexPJHyjOyNmT+Sdx2jPdvvVsO/Y79Ntfbt2kn320tmXy8Ligud2TdrKsQ3eJYw7yM37t3/7P+Sv/ALHb92z/APZ/yV/9jt+7Z/8As/5K/wDsdtnLe/LJprq1/ua3mI7C8mU3t3N4jE0eOPYySJjjxLijdXWtVYHOx/wimv8A9Xuf9Xt+2Sf6tc/6vYbzaK0xZ4brc6lTi0/FqZcP02QvtMYML41F1uVcVOA/sbQtwkVORxVGlkw7Sq/rk3a5U5aDzfkajwpb9sl/1W5/0Fv2yH+qXL+gt+2Q/wBUuP8AV7ftmP8AVLj/AFe37Z/9zuH9Xt+2o/1O4f1a37bf9z2f/Vrftv8A9y2d/VbcO1/+47N/qlvR7X/7hsv+pWhe87SSZmVXYNc7kleZHorvHyPK0IaLeSvhxBCQAObcqCyF+IHNgsknt9YGo+myyR8SNoRNN7vhLaH/AE039Jbsn/TzU/8AEtJFKu0AYpp7uWEV5MbyXeTdTbtzOA4VunUV1tl59/o5v6e2l9/kTf01gzptFVbFhO6nwthpiod+OzUYultL/wD6Ob+sW/8Ajv8ARzf09qAX4k5ACKYkn/T2jCXS/wAKti4p45UxOhAkiXFKRjiJCyKaPGSA6qbKdnXd2WuGtY6s3xQryV5++07eTkoucsbyRb28RbOwCSEelj/GrvMMcdVxjC+HEKgVFptkbY8oYfOoRC7CLZmwpI8F4jWaOjps1a8DitRUHXrYY9tq3/VuyR9Vxt+26/6hsz+p2/bhf5v2X/U7ZbZUf9X7L/qVsttL/N2yv6jan39VRz/wZsj6PxDnbLygp/1bsU//AOt/Tb90SfzVsb+pWCzbdVkqNNm7IGVc9Lhb927f9n/JX/2O37tn/wCz/kr/AOx2/ds//Z/yV/8AY7fu2f8A7P8Akr/7Hbymh8stuHbHmv3j+91bhsq4eb+cfffzv9rLjct7vdxdfht5g3fo8GOTEr9R/iXZH5D7M/P3lL+BE3xZI29zA27XW3bNu0bHiNu0ffbtn327X127du0ffbtW7Zt2jbtG2bUsAM7QoZDEmWKhzCAZnp2dLebXeoC+uTid/jFn1Jrn7crId6dM8z1r7LAiUNHJgEkZbJjTXPsS5eB0awKycPPPMc6EdbITLhWnM0ts1JkhkuSeUl/jvbhIlIWe/wATYZrwuGUJNE7lS7YHCVUkxHDeZbrc7rLf1kgSK5rd42jjuRWbeSpA37JkV9zHLPNvZkQiZnLkzxX0bMul0vci7SvEbwOVvEUGzlEW5eEtLlBJI94Se/LJvLusV3w3m774vPsm5yQ3QxXi/wA8N6klIleK7zXmBPRSlsN3wIS4vCekYrUymIYCkvm0s7eaXpr3Msd1ww3wPOl2R71NeVnumAebPFBFHhvmLDgvRbcxzut1upuI2ZFJDfeATNtBlu2+G/3m8a8LL5xEbjxxxwrjWAn8aa5SzOI0SZTvWFVibSOYjmIpCsh+bWtvMZo8F6vW0bsbpCzxBikcF7inl7WFIpXmuoWZsMU+7Jjd1hbDeb85VZbiMN1ThYttCUsl3ZaV/YmGW+iTOPeXaKNvhVxXODzS43jZsU8zzySqnoFlaPzjzq9Ft9cBuoUZJYtziSnFMw3a7VERZkEGzxG51aPzOHAW7ytPC1K27Vtba21Nqg2oCanIAdTpSx8n9lXW73NdjbA8mrlfxdhRbztT7yXO832+S8mvE73gb9wBvHBdgXLEg10/B8oPHYn17WtF81f8S7I/IfZn598pfwB/ymQrbs08bZ191uEUtr8ItK9LL8k/RZach42xAk5DEOv9v2z0tHKWLYSMat6wxGoP1Vr1tSMtxYeZGFWy9hTrWlde66tLBE8kzTnGwqSI3kyatBQKuRH9h3paMa+hCyEYRjzrCMtOJtBzqRaRoJId+siopKlFxUGRaUjGFAbEwGrew71UikWPhjYVk85YBqyMrZIrOPRL8QCRm9JRZjeLrdEwqzoGu0QyQVPDhOXQ2qhF0uzfBJCoj4K0GIoBn1rnWtOViI79e/ETSAcs+19u8Z2xDaN+/wBZmX/+Sx/wttMd3n15/RJ9NmYbd20tchTad9GvT01NLS3q+3qe+XiTCGnvUsk8ziNQiBpZSzkKihVqxooAGX3Oo+n8CPZ+xtn3zal+kDul0uEEl5vBSJccj7uIMwSNAWdzRVGZItLsa++TdyGzLrtKOSa6eVPkjdbzHDtK+3dLzFHJeL5dY7wk14ul3E8CecCTcR7yDDGlV2ntzbFPvntK9NeL2qxtCiPQRrFHE5Z444Y0SFEdncKi1YmpP4PlB47E+vatovmr/iXZH5D7M/PvlL/yDrcLjfL80YDSLc7tNeSik0DOIUcqCcgTlW37n9t/zVf/AOgt+5/bf81X7+gt+5/bf81X7+gt+5/bf81X/wDoLftBtkeOy79/QWz2Jtn+a77/AEFv2h2wfHZl9/obftHtYf8AVt8/obZ7F2v/ADbfP6G37SbW6ftbfP6G37SbX/m2+/0NsD7F2sBqpOzr6B3j4C1G2XtLIVFbjesx0zj1Fgz3K9oFFWL3aZVAWubFlUClKkk2Pu9thi5CuEV4nqaLl76cyKHK0TPBejio+SDiSPioeKoqdcuVrrc3BIG8qcJ4WlmdlAI7NRrXSuosJPPRBAMW5QSGpbtBVFVBZg3brJoOeVn2ZeoHMpJju73WQY/OCWjRyAcRxyMFZircDA8OAYo1dmv+6R5VDMkmOuGIUovYAINGXRegpbFKl0jV8a0aG84gmpxYZDypnQd+Vt2MFcQePdsxpnzxAkVSppU8rHEM9f8A931/SLU9WmTfb7d9i3vPytLBOarkPlN+oWz+5pbS2XuNsxbbr7Um2fd5NpeTl72RcZttXDaG1NhCS+Xy4G9x7WuOyT98JYrxs2G+Xe7yQLKsF7lhlkhIUPHtXZW05bvfdnRbU2TtzZkNxuW07tcpbz5JeTvkVsTYuyYBfruZoNlbUeLykinN5xTXfZsLNLJv5ojL5Tbc2deVvtxkn/4Vtv7QvN1235O3W5TSbjal18mtl7d8ndoXabb22d9ctnbKm2VeLq9ygh++scNJ9zeAv4PlB47E+vatovmr/iXZH5D7M/PvlL/yHlhjxLGmzdmysVFWIjlvpwrXKpyGLRFJcghMJvu6DU81jK73AXjc366IaSAKDwt2wqZOylQMzeAZJ1NzvMV3ndlUhg7yI8iR0V03e7qI2Zy41KHhsVaTBM0O0agBWG4ghmQnOuU7xzIp4SFXeITiU23dZd+EjctRNyxkRJN2q9sBQ2U2IrJTKNVbEL1JJNHAh2he7vGu8iiEYidSZMLj0iqJUCwx4K85Y+HERUGhIqNDTmNMjyqAaagHK12WKWTziSDfF8KYIhJd3bdBGVsZIpx4hTFTBiXEcDvLvzc5L4GXCYaLdXvSREHjNUUYpQ3A5Me7OHeWODGJUuFzvDZIIqm73UMgXtEsJN6Ziw4yUMNPTFNyhRfNbkSKqeJrnCxPCiCprVsiS+I88KiWLBvZLy8bExxyERxxxMijGrcMjSPjFKSbsA1AodzGi8U8VIjkgaQqTCT8RXcxk8h7rB6veYY77d2vGKCO7tFAd4Giu+5wmSF9DndsOBMEKYyU2hJJLdpZN3OkbXaNYwIZblezIrYYoh2kj3cRBaAYso8dLDPPIV6UH6vp5WiEZo5YDF0rqfZ9qWULEZGKAENJxlEwHNMSslQCX6tXrZL2Vj83d3rJuGeVCrNEMLhqoKjNlUZHNuGxSGCO/uXIZgQxxpkaI+ZYHnT6rPt2+wmFIlwXW6OFQySZ7oU0VIuJyx4sZ9YYrJJI6h75kdxwbhDPErqMXF6NSTmoUg0TnYbQe9SCNA3qYneoICrxYMR0zOuuWdnZEKsMPC2EPioDnThGVKoMw1iMhgav8UjT/ep4WKClMNR3VHWp9lm5+sP1e8WPdn7T+ofcztp93KxrkwtkRbMfheUHjsT69q2i+av+JdkfkPsz8++Uv4PCpP266WGI0Hd+s5fQbZRVPxm4vry9wt5ZeUOzbtDNtK7TeTt3j3zyrG0V5vF7ikRwrhcAxlvlZq5KVFnP3r2HxKImXHfVTArK6oFR1QIGQNhQAYqHXM7ltibGlj4Sd3NeC0m7FIy9JRLKyjhQyY2UaWxTbE2aJN1uayPfw25Ee5EfFKMt1wU5rXvsITsjZO7yFMV7rhXNUMm83jRqc1jLFF1Cg2kdNk7KrKTI9WvTEy5+lUtIcEvE3pUwuKmjCtgh2BsHBoCYZGJ8XarE+LV7+gcbG2TjVcKneX2oULgAHpdMPDl4WmibYEDbSYS3eGl5YbPS7z4Q7viVr6SqmdRdI5UhaZ472Zhu3u0xP3m2VUxrGfSX3NFCqifDdkBFFOiiyh9i7GO6UItXvlcHIFhJiYKKBcVcK8K0UWbc7F2OuKlVJvboSvZbDJIy4lqcL0xLU4TnYodj7Kzl3x9Nfq70V9JXfYsWda11zsiSbI2SF3gY7s3mOr/wrbt1xSiuTviYVah4jbzG/bO2dhljkVUTfBH3lFnDIGUEyKfSPTE2EYjwrarbNuaNQcK7wqe4Z/brZZ02NdAK0xqxVunBifP2A9LLMLnDj4AuLeV4vm1JC0oSFqDrpZkjiEfBOBAnwfE0mSihbM5tXXFl0tJDBc97IGkBaQusYxVxDI1HPtFK4K14bQwySRx4GQtEhaXkceFC4o3qqK6gU1yuU0IWXEl9xRGpyjRYzvFkJXiWtQKkgVU9nC7je3eKaQymDhaMZrRUICyKrCvNjqa8rVkmO8lq+avxVJAIyw0P2z0jOPAprjxZnECVNNOnVdRa63mN99DeS8YTCFmjaNajgWSQspoSGNK4c10tXCww+qyEfo599pGoaMxIyOldLdg+427J9xtmpw+FuFTr0NuyfdY8De427B9xsaK3uP6rZj3/AIXlB47E+vatovmr/iXZH5D7M/PvlL+BcrlFh3t7vd2u0eM0XeTzJEmI0NFxNmaHLkbDfXnYIBqRS9X2hAd4yV/waARjRl5ZqRysoMmyG+M7Xq+E9+GMXNAPEsbDcy7KOmTteeunwDa+Hjnbyi2bi2et42lLsZ42SWZofxG8SSNva3ZTUhuGiti9anaYsL1sv/WLz/U/qtnPsg/9Pev6nbdNPsgUwgxyyXhkz+NG9yIOR77YL2NhhyqNiu/nd3bBIgkQ+huyjiR1bMeOdbeg2rd4T0bfTL79yjWZJNp7HdGyz89B01/Y2R6UOWoNvR7b2Jgrw4/P8VO+lzIP2yFlT79+T6FssUkl/RF72Y3OgH93PI/4a2EPbtD3fsOwxbZ2EMQWQCu0M1cYlP7D5oa/XYK+2NhgsqyUxX41SVA6HK581ZT19tmK7a8nwq0xNJLe4lBauBcUt1RSzYWIWtaK7dlHI3b7W2LjVsJT8friBoR+xM87QXx9pbHbcvQ7qa8SYWIbhfBA27kIBwq4WuF+cb4UmvUt1vEjNgG5vUW53mEMRriOVMRbdxxYlMlKrYxPGQUwyouo3TVrgZSVdWdlowJWuKhFcnivQrHiCitAUFOZLcK5KNT4Hs2ilK4kkm4gHxMSkki4MAjBWqgEcT1+KK0terzdojG4iLblKOuPCWqdCASeJMWfQ6W++G10ijgu8z3gXKRy73iRGLDzlgabpWUM6BsctN1QY2NtmecXhcd4g2lGZWAwI6xSBDg5cSrXnSlDktI470LvBuKJeZGCbsIMsQbFQcBUZ+rSvS3FtWLzt03qRx7uW7KuoimnE29S8kV4Uu8iITGskqYpTA0h2nd4bqINmoqXFrteZ3vD3CBrw4ia8wJu45xKLxJvMQvLLEENZDCIk25s94hfprtJOJYwFgiCMt9Ub30sUqtLgSMlt5FuhVpYsUDXjat0jghuiYhdRdfOq76WNIN0skSz3kcMs8t4mVlg4izERRyTQx7UuIkk2ns6O73i9XiO7GO6yQ7R3zzgu+6jR/NvOmQyxowXDJJwlonu+1rteFcujJ53s9p1ZKekK3K/31BDJi4C8qyYw6tHQIz7R316uuLzGt2x3iMHf+e3P4Ljzfcb/s/ve8OgNlc7cuchjliW8iG+7OlDxu4V3uG62jJNMYganzmG6Kw4sQphO293f46QvHFsoQrclR445Smsd74kwgDfjfzTRenl4zS11S83yFbs14hF4JvKJ6HGN4ceIYfR4uIkBdTlaQl7hHe4rzdlu0d0EF3Z7tJFezOhiho04gaG74ZXDyoJGEkrY1td4o/MWkmvTR7RF+aHe+atuRD5rv8A02dZ/wBrMd/3wQYQfNQ96hl3Ml1WW8LHv9n3S/byRC8d13rXhWliuxOGS8ebNvGSqRjG6ypfI5Qu9iusEUuGmDeRPMjYaADDVaLQABdABamHmOX4PlB47E+vatovmr/iXZH5D7M/PvlL+B5OqBUnbuyAANSTtC75WucDLAU83vomkYI0qsb5tFowJG+AKVSRN3gZzIN4ZUwoqTnc7gbMvZdmkRfxxYL2IlwlsTT73csiKuKlJMITOzoILngj2XdpI6ohLX3dXUszP23cM0gaCu4OEiSEvjLRukccjS3SOSaOJbtTfhrwnDDIvm4coiNut3mSSke8Itfmju8CzecXJEVzDeDGpgvJvTRKMUHFKExUDJAWwJgYR4ZyI7p5t5jEYZvRb83smDecZPnBm3m/VoDWONKFU3YSUySwoZYw0dXQgrwxx4s+7naZEeHe7vZRVpJI4hhguBivCiSQquISFAYw2JivCDgJtP5q0FTfEwuIkasG4o273iHDGX7VApYZHUixS5tdQv3wlEwkMHpbo00e4EW+qZI6Y/RQhpC2ZVjuqM6NdQpZ6Br7dIjQMR2JZ1ddMgyg/RW4RNuRAgjN54Uo0gkkxNK9KtRcIoSUA0zJJURm77gXK+ecRyGHfG8pdby4bA9Z2Nd20bxjAijDVaSV3JMW5Gz4x2Er5xHd1wnHh3m8EgwjirSsY4DS13l3iuvmsEYoyYlaKFI5VdBxL6QNhxjiGaEro12Vo0lW8Cb0kscKuhjKHjlZErGaZFqlZGKggOQbzDLH+LtdY1OLid4Ykj30aMKuheHGThyxAOtThs8XoEa83iCRmjvHnS4YxeMbjd1MMdZkwRvjvDDHjOVLCOY3Wcowa6RK8ctRxvMJHu7BhDKSoZJXSVqrusG7e0DDDd8V0FYoCm5u9LxLhiSmOmJaXhkkZ5FeR2Y4slKtA5Nab+BS3cCwSqU50/3eTI6SRgo7R4xgwy41AzOnxtMhna9U314kwuN3C++fCcy2FS7ZAHPi6UGdvSQoi0xySmRsLCtRxVbJQAPi1BGWO1zu9yl3skbzKcKPHxsmWHEOLeBOAntU4hmbX2/SXkSERY5YgxoArRxqRyxDFhrwnU0FbHCzr98fLLbGyDHGFwxxRXu4bvcqB228/kUL2eBAq612fdJ/P5L1tXaF72fDJHNBDDc9zehdYppI2u0z3vEzK0kSyXUBVIErFhurpd7wL5JfNobOvu0orxd54Vu8CXVb/hhN2a7O96q+z5N/Kt7u6xGQx7tjd33tr5fNo3hYIVlul0igSaa6cbbPu87TGeDZO1lGVd1A0EXnDCZ98ouzJJHdkW8ybzylv93vU6TeaLfrps5dntEkt2lubzRcN4d4UmkfzWV5ZWhkZgkW2hdomghXal+VYmkWTCVvMithKRQhULgmOPB6JaIXcrjPk7d7kx3W1JWW/wAApu7/AHg7UlujXK85enj8y8zAglxRx+dNIiB53Zmahe5rJtBLrMYfOVT0N4jud8aIg76O5ymC+TLhkJSJhglru32C9+2zd57zeb3tVb7tQmZfxC6pcDBHjv0F2lnmEhvcF2kvEaRb5xA0wgu7Sw7K2/Fd9nyJdNmQbm43K9XZ0Cjad9u0WNxFMspVJIzLeJoHN8njmaXjZzYyQ7BVAZWvCzPebvihnfDilujNsnFd5OBaG77vdlUZArxoVwLsWNqMzxmae63h4nNCWhefZkjxZjFwEDF6SmOjWa/bQ8jZ9oXp1CtOdrX8MwWpGLc3dFJzNWpiJOZNpbsvkTLs2t3vDLfG2ttGXBJHEWjpHJu0qWApiJWvaRhl+D5QeOxPr2raL5q/d/dj5Lezyg2T/W7EXbyo8n7yRqINs7OmI8d3eWtVtt7KUdW2hdAPpltg/wCMuwcfxPvvs/F/J84rbDP5YeTEJ6S7e2VGfc96FsvLnyRPh5SbGP8A/m2/dx5I/wDaPY39ct+7fyS/7R7H/rlv3b+SX/aPY/8AXLUu/lNsCc0xUh2xs6Th68F4OXfb9v8AY3853L+nsHS+3Z0IDB1miZSp0IYNQg8jahvt2B6GeIH/AHrUl2ncIz0e93dD/tSC2GPaFzkPRLzCx9yubB73tXZ91QnCGvF8u8KlugMkiivdareUuwVA1xbX2eKV01vHO34ltnZd81/Yt/ut47OZ+ClbTn0t+yYf9In67bubbOzIn+JJf7qj/wAlpQbYf+MGxa9Pvnca+7f2/bvZWYqP8IXTMdfhtLfuh2Llr/hS4/09iV8oNisBkSu1LiaHoaT2K/8AGfYFQaEffjZ1QRyI841txeVXk6vjtrZo+u823j+VPk8kem8fbOzVT+UbzT6bU/44+S9ToPv/ALKqf+92q/lj5LqDkC239lKK9Km92z8uPJIePlHsf+uWBHll5LEHQjb+ySD4Hzu37svJb+f9k/1u0d82bfbrf7pNi3V6uV4ivV2l3btE+7ngZ4nwSI8bYWOF0ZTmpH3NkfkPsz8++Uv4HkP+VmwPzndgbbS2Xsvad9u93hXZ5SGKRxDHvtmXSZ9FNMTu7mmdSTpoi33bm1r85piS6yrEi1POWSKRpPDdp1x+qVCbT29s92fdK14kSdGfDWoNEWlWCnocIUG20o5L3Lf2lkuzXGVfhN2knp1wAKa0ZcQXN9I2rSwK3yc4fhVJo6FdRXAOpHEq9nTFxm+GeeVvSQqJI5WilTE6gqJIjiRly0NDlyJtsm83e+7QvOz49o3OS8b29TjDAt5QuJUaTBOpWoota5Bl1ttm/wAW3L9Fclv98kSJL/enWKFry7KMEV59FFElBRYzhAKheEiymbbO1Qsql4ZYtqX7dSAGjYTvVYMp1RgjioqBUWdoNqz3pZAodL45vWmhiebG93mHKeBo5wK+kztgut82hsfaikndtfbzHDLri3b7wBwMjTCJAOVBYwX/AGptSaI1yhvt7B7it53oPd62Y1XW17j2V5S7Vkuc7GSaHzmTz6IgKN3Df3xXxIHogkghvKQTfvqvU2gut52ztCOO6Vp5k7bPmlfdxRGS+tddzJeZcMK0MrOqM08sapLer002Kbyj29GK5D77bQMhHcvnH0mgsLtdttbaq377NtbaBovrMzGYhFUZ5UrouImypPt7bt+mI9MVlv8AeOLD2Y8crARjSoOMt0FCBPtTaG1YtKPejfKMemATZ9Oz2606WSeOa6lcT8d9rCe2wX4ZW5fGYUti9CqFhWWGVJIteRGRXP1f0UsHu8iyw+rLCQaqcqMVOTDLXWnPMWivUjlyZG+EZnFEllrUGuQwj30paOODzdXkWbEE4X4LtIdCiGmPxoBUmyyXi/3SK7FQGjhmXzh8NTmEyVDWtSc2zw1Wouq3fDheSdXers7sLs4LM1QQeIYMAXdmrDEdb/u7yJFw3EAH4ZElvd1R4y1OMHE9X4Woc+dlvEW2dupfL7ivE25vKRKZSzY5Wlwb1pHFd5LiUkFw8mFiCm8v17JuzmUTxzlFu8rPvDJDIyM29LAOWjXNxixZVtL5tftrzNNHe48Avkf3t/Gbs13ldrol1WSZ1ViQReLvG8sUG9WaOIx2N0baG0b0cJg3F3liiSOIAphkaSGQNUZYIWY0rUrkLG+7PvDQQzYRJNv5lmZU+DY4ZFdjCAcLFF3TgYHU5283F7lacNJMkchZbvvXCCQiM4jjlwKrTK9eFMVQoNiJZN5fFAR0vBfe8FVC4ixZqKKVz6nLOxuwvO0LlvyQ0cV5G4kZ1CO4QIhBZPROVq0kVYsZQuLQRXK+SRXi6ytJs9Z3vRu6TMQzGBoJIzdZHKqWagzoTkK2iuG2roReHwwKMN5knUZmJUrNIi3ZixCtH6OPHvgrLiB9O9xbZwRcMN9jkmvSwh98EEG9MDbuRmYhWXDLiZUJOJ8BVbxMuRWO63eBaj1aSwyN7OWtt5cLjuwDmwESYV5GqCM5kZUGefDa8RTbRF0a67tZQ8snHvVxqEFQ7YVpkAK1qaC28O1IZyUljVEck+k4S7hqEFNc9PwfKDx2J9e1bRfNX7jHusLzM133bsVSpDJWmhljMgDsahcsOhLAGtihx3W8LSjK2TKwqrKyVV0cUpQsjdDYXa8Ku0boWA3MtcaqRT0L54elOzpllZb/ALEJu96VPT3W8HdSJkMNC2ZrorJVW7rG7bYQysoosixkNFTm7sAXA7lDUpm2jNebr+MQyaTRoRIK4jxx0FaBTxCnLKlKsGQ15Fa0J+se2ymY4TyRRic+PJB3t7Bbd3VI7oi0Mt5l9Ra6l6YsROQjWlaequdlgE94mqQJHjucrySPUVZnoRQHNQDkOZpmkl9vLRTHsLPBMWc05RrXOumVMPda7bma6bt4YgN7MsBb0a5BZQPZn7LKhkF3xZK5cMmL1Ti5UYZVGCyYsJTQPHQoa54lYkjrl4ZZ1In3gyLDAxbCyEg1oqnvplzraGG4ebmpxv6RBTOlSCqmvI9k+rat+vt1ju7sGWG7XmIyEUpWTDVQRoBxa5KA/EiQ0jWaUrVC29K8HHvcyZC2vDu8HosGAtaSIXiF2xpCJ64WUMxXEVrkypRcic6nvtJCkskt4EZIkYBI4yBStWxOFqczVa1yDGgsN8VZcaoZpDgirkGoWGJ/nUoO6tLO12K4njxyzGNm4AOFEA7MWlKnT5OGpiSEXy8yUrNHwQxPyDj4RtatuwafH1FkmlkS7XJxUGLIhe12Ku5DAqVYlQ1fZbzi7Xi8T3+MemXEVE/hEAH3i01LsJKU7VLeijud9AADwzwQmRRTiAamIajMk1oK1pSwSO5+ZzuDiiU+ibrijUCNg3Xcd9Db/BIpejn97yD6X/mr9ivIJUV0GE8NpNh7Ru05dsYAWJje42UgHFkAJYqbwGWu8wGFyrlHDz3qa7i6pnvWrNeQBXiaEURRTMOjNUUtVkvG1ZF1DSbmMn5kYBKa9enSynZuxrjdFOW981ixVOSjeTYn0NaBTyJ6Wh2Xez6W7mTEAMI9NM94XhypwyjKlhbZH5D7M/PvlL+B5DflZ5P/AJzu1r6kC4XvYuj3iRe0yR7PusaIW7QWkbFgKVFMVRuzYEcVMOdRkxcc+tTzp160hWU4TCipu4zh4owA61FalsG9GKvb7OVo963nCwyiJBIahEvQCKhLeoopXNgOKjPSwv0N3hYS0a8KRWOM17ceeFWq2FqCjYgQodnexkjSF1OEqkKhAoLqHHCKq61riPZ1w0td50kM8JnjjOJmxw4zmsiVajaAN8G4qymrFQnmt2N4QyGt4gHHBn2Lyq1JjJyqcSFeWKotHeJZBGDOG83jB4JHVt9QZFIjrogVmCmlFtgu92UU9Yira5VOdM86WjILAqwbg9RjSlX7KkU61rqMreZXuVZJnoi3pjVQ38HjyC566K51bQGOO7xSPvGywaFasQBhAHxTQ8+dhHfrhFPfQuFrytFS5jukHBLKCedY+aqaY7SvciNs3wti3l54GiH+TVSm9YH1neNDWhV8haSNbx5hWnBezFE1c8OEK0fBWnwUfOgHr2baG0L5HNKrVjKSj0jUyUb14icXqthyOfEtaieK8El8lDNhhhRtBu8VXI7HDGQ3rsooBg2gW4eLFE7XQgVOM7qMLCxJyyQnubUCbZO17wYaq5u0oWknCDhlGJkNa0DYAc8yNLMs0m5VZzFLdJHLXZl4ew+SxucwEJUVGWeYjYYHwPeOCuF64pHozHJVYEHi7j2SLXKYqCoF9QYuF4la5SrgNO0H1DHKlac7IFk9CI4TxV9YYigcFqsmjhiCKYg1Km1wiSbHxXjFuo3fD+LPulCBRqQexi9Y622tIswkO82ctKnJPvjdslXr2czU65g1tcpGZ5Fmu7Yool9IaYsEZkzEas4FcmZqD5tpGlVUCldzcrtRQquKg3mbN2avbWpJNan4rXDEpUqUF2iQrHxjTCtXlrSp1PyjbG9zLNIar6SElAwGASMW4GpqMjypll/hbaN2uscr0aOSSWV6k0BwQpLnXn060sh2a1ymB40eSVw3LRJIUUACnafFzpyG9WWXfx0/YsWPeINKCMaxiuCnqA9LR/fCO+yXckY32hghiVeuB/Tdc/d1skW03uk6uNI0VPfIpLSgdSFK93qpFBBGqRU3E6IN9djqK17Udc9aHIg487GG+Hdx4cS3jeYSjU+Ej0qtR2cI/g3zobb7a19S8ai737Z0TSuWFaRzzR4kYimaSkSBdCoIs0eybuvmx4Unu6qsb98zMryBhXNUwf51jrdpaT3ie8b+SdYsVGYSAKWUGnCo4SeVbelRYzu5IzjqGBmTAKj2556e78Hyg8difXtW0XzV+4/hbc+ZF7tInFOiYrlOhFAsgVSqygU1GNH0bDna4NLLjrHIqItS+7BUxxyH5JZlAJFQHahqbYYLsqgP2qZkjq1o5UlaMqKFxkij16t2cvbTlnYXTEPPOUjEfjBHxCaYqV7Gq64Dm1orvFA701xfB8uI4hu8AoczkB42dvNxdr3T021Y1wxxNzEMbVD88Tld5TJcGlv8HwffOStZL7+/eMV07GnOXf6VWHtWaCK9x3WjN6OdlimBoAcQWj11oBGBTkK4bJeJ7wsl9lqsahsWNia1oWxALqfR1wZYA1Lbze7/AHmbPMqyRBQexBd5MdcuRj3WubHK0Qvs08JHCzQTOFGQwAXU+jFNaIqinNbCS7bTkv8AckD0ukoCrT5JeV8DZV4KDKoDZG13hvcxeCUkNdrwSXgzYYoZGylC6kVLDSnK11wrFeIbwpG8Rwsq5jAVVu3XXCudOlrgJ0xpKq4pkbd09LkGT40eTNxBjw5U1YPODGkuEFiRUAdoZFXjB0OL5LKchZgL0rtC5c4UlZakZ1bCoVVGfRO7W1d6koaYSyMzZDdsGUqOQrlpXTtWnjOK9ORvI4oRh3sxfLfTaBUFTgQak1YduxeZYnlErBLvCoS6QYaYQ7LxS5cg3cTaS5H02RRYIYwgXujSlarXIlsIIz0rbdeZN5wajeK8fC1f4XHQ0+S/LrW3mu1NpXWDfA7qF5J5ZMZFaBYIpghbxFD0rauzkukmAVErTYmGpru2jQeyrdD1sJ4JJ45WejrdoGc4z++gKg7fr8sx1tF99rvPua184v6RwBTpoq78deLutHFtPzaZxhKmBdxnlTFgY4mPxwy4uY6pJdYYIrwnwV6SMelCaRXjLFWmQc8S962dbzJ5m8Xwd5eQCmdcMueceuYplxpliBMm071Cl/pWN7lE/mt6HWV4/Q0Prujqa64iDZ7ts+6rBGxIjeJVF3Ycpd7h3zsadlTCB8oaR3m8uZJ5ZZ2kc6k+cyge5QAO4c7L4W2R+Q+zPz75S/geQ35WeT/5zutr4xrUpdMuVPNYQPr5e2vDQ4qALTKoAoVwtkO7PRcgDyrYmMEmq0pyBrXTtNr2qcIqBWwM+bvLiK0C4UC40AFMmqWNaUqciaWvF2mX0bMyx1/g2XhUc+DBX6OVrtFKqbl473lN2N3hzxBsj7Pfaa93S83qJroN+yIo82L+rA07sCd8RhERjLsrZPkKDZ9wljugRcN7nj3nnbXgfCqoEEi9uoJDKx+MoytEzX+8TYQ/DOtd6XpXHjfi0I+K3rLmbY2uV8gmINYt7u7mWB7YgiQnPkEmCD1RzKxXXBHGMsEfCuWZI5176kkjU5WjBwkmmgqefs5/R71EjbyOhBZjVyMvRwfI6yeOE0swO6rTO7xYceehkAzFe8Ym1pSziG77mNicZhMkZI5LJKjxsg7t6nOlQKW/GLlcrwjGOgvZ84NWrzDMxeh1ZqAAHXWGI3G5XM7surXdpsSGpAZVMUoXIPzX6jZWum2Jonxk4hu2kDCmQLLFhGVPVJJoSfWWC9bUv98uhzxT3NJtasCJY7yWTLQ14qZg5UrFe71HJGK7iSKIK6Eeo29w5Zkq2dK4K51dYnvEV/kwriqnmsmRwiRMNV4sK4g1AKNmV4tu7OkJ81+98V5g5AHBdYZSK5dpiS3WtkhWUyTLBIFrxcMSkMQR2v3zLvNku8t5vCUo8ZjiIqdPSYnJJ7WuWumVtjebCXiG02d5ZAzyYLk2HhVAqUxMAudeedtp3mA7uW8Ns/HHHlG7rtG5hiyaA0BYFacydbXFSx86MNG3kRdaM8g9HhIqfHOq6i0s142xDdrs+KSrQsz8R1w7xBUE0zqK4QTZvvftmLeDFjv16uk29kp2ljqwwLh9VBXTNjnbLa9zlnarxl7neERThBQ4RXFQGuoxPhr0t6TaM96vUsiV82uTFzjOdC7nmR6o59LQreLuzHmb9IQe9jEtVB+cmVkS5JHThLm6QxIFFa4WZ8XKg0OWmpsN2ZnGYNZ6sOi0jiRlArmRlpZPOsMNDV2kvNa5V9csa9wFM61zoN3sWSPztDhTznKORdcKE0rl2d5hHeaWnivrzKQ5dVYeluM/JkXRoGplWquor2lNp4TuzVdHjS8XG8LiykMbBkkjOYwOGwkENmpsZG2Ddble6+laDenZl4qc2muks+6u7f5hMGuCKMBreVt2uyXeM3E7MijijRWQRX25teZ47vwBQC4A0FVy+MDhDgXk3y5rIoimjIV7wglOF0ouFK6MGPMUI/B8oPHYn17VtF81fuP4WN0uF4XZ9wjqoa6l3vEo0qw3JwDuWXUgHFU23k15faAwLGYJolbGqtlwySBiW61amqUtihivuPGDur3NW7oangWOONHHfjmevOtgkOFYRngSigcqACn2zspqoMfFiHLDShxV4adcuQGosq3rjjIXiYekl1zZdVjzyyq1cxbdhY5WJwrDDTCGHJ8OQavIac8JsaRPBdzm+4kkhDk+s0okjx8OYDuwwgYkqa2CX3ZlwvOci45+KSmZbA0dTTLMlsWLEFpyMMcMVwkREUNd5JJWFQCc5YXp2kGTDQ5ZWjk2dt2S7kJiDxrG02ddWEkOnJfk4gK1st12ntCe8pHwq8lwwSMRQEb1bxgbi1Vt5nXqayTw36aQAYZLtLdwMBy1/GDiFMK1Ti07rSvsmW8LfUE07wyYdyzx8RMFFXdvhDtRmIyIFCVK/e/aUjpLs2dCpdsJ3eZYkFqVGdTkdc86WFZnMm9jYMqFsGMV5ZEEYc+FhkbRVvk6Sx0wpHDwspzJ4jTFp2q9c7SiGJuI0madlmeVODtUGAJSrFRkNSTaZYrxJEkj74RLRkWpzAxZpnlqwyApys92u8w3k4MTSSQuXDEZMmCoHXF0IrXS0j3/AG5drnCKUYRSySAaghapUsAafxitdLf4O2rco0qN7NPBeGnvArniyWqFuHCoC5mzbnatxN4CN6VoLymAGuMxxYO0KHBnRQWyytd1G0J55zPWQXW5SGTho2bMW6E6DlaHfwBiEzN9lNVHfEnCKnkaVturmqLGNXu0MUcZJWg9Ia1Neik5a0UWQKZ2Q04t8nF1q0cSlQKU6Vr1raPztt0qrxby8CpPya1Ynuy6Cutt5sPBOwB38c3DM6LqYVOUjdMwdODOwd7y5niJ82lmqMNScV1vaCgArw58cdciVYVvFzvF2u94UOcdyv8AAk93rgOLCMwGkHYmiKnCQyvmCd5DsWO6s9BNdbxNNeNm4vjQS3maXcluUbCTCP3xuFbXzZd3+BuzXfABQBRPdoLyUFMqIZioOVQK0Gll8LbI/IfZn598pfwPIb8rPJ/853W15pmMN258vNYuWdM8XLM61AshC0FFOfDkCPr58xrrbHulWNTiKMMK5djlmNakLrXhAIJLYS9HTEDliqCvd31yTKgz5xMVjSMHeKunZyLaDQVqXrlz0rs7dmhYTagUCKRXIqwoUU1qPaDps/Y9zcJcLttK5xOEUfjM++RXmlII7JrHGPUoWpj7N+Q4G3N/viUNABhvElK8vE6mlmAfh5AHln62tf7LLdrzXcMeGvG0TsO0hbPBWgkXRlqa4qUzQqV4AK1LU+Lrzr2RpYSSpxMCqjUsf4P5ob4UjtkYNEa3m92Ky7WnjwxxpT8XFMqKOeLn3GmlbffC/XmSS9F8RAmOBAWqQ9MpD8jsnni1sILyu79VXhpg7WWKJc1b4xQHP1MzaOXzyCQxOeO74XlyHpA6pictybFGumdDUm7X6W83lQd5EJEu5YGoxBNVzXiIqBVevFX0O0fN1V1Db2G8Rhg2DEX3SYRypngpniOtoJbnfILwK1IimR1WvZGDtAkVJBFO4k2w3/Zyq4O736+hkOhVgRQimoOldCq1FkdAJ7uUcsVQ7wFARQvxFaAqT1FSpNSbeUcJCkXfycvMrUNJMxdTTTQhhQjTPKptdxDGyPHd7wsuOZnZawzZkHQhlA4dcZOVLSre5t7Pv0S7lI6kVyclyOJVI4OZz68WxQl63yj75s7J6pN0FNAM29YLXvINbbR3bneie6DduM/2zupOfcKn+VytcmHpHEDS4aVIwvhy7s6U7iQcxaSMjBFGWWFcNMQWoDnX3tzbSpyhkcyEgsFiRsCUGslNdaAc62hv88LJAsYWrKjGZ1pmiSZkKuTv2Rh4RXMC+R3WG73eNBRhHgMslAMXdQ5EjU5mzi9X2ONBmY0JdyVxHRclGpzII92H0N2vN+q+AFpUAYaZR4ZRoBXE41FBYJcbjd7pE4rjYyyyZNTOjRKCAMytdcuhxvFFKQSQ2OfHp6mJ3UDuw9OtmE5lujYfhMRkjHEMPZVSBXoh+dZfOZA0ijDDekIbHH0JHDIK8NGzqKZMeHdXusFxmG/S9ICRd2JKM6A/vM2FUnjZTR8Mh4qYrvBKPNIIJtzuQ1VVT63ysdQ28HbB3ldDbyqnnvbwpNLst8QR2akdzcNQRVoENAO6mlrreLuYbzL989kwm9IFEuB75GHjkpxrXXCwoCajPP8AB8oPHYn17VtF81fuP4WLnASF1yQA05U7tKfRpbU0xeqcNKdnMZ/psUnUtLGpa7t65ofgnJNTQVKk5g0UZNagRgXyEdfGpNa5d+QWntsmJMUj4WC8jTPG/wAhdUH8c0qgs+ydjvvtoyCk8yEeiy7AOiBV1J6jTSwvE14eeZzWTE2KAnXDu2yk7yaUzphNsEzebOBrUGDhHIriwL3MKU/fK52jvBvMKhkwlruFkVq0VT6Pe8yTU4c68uEGSS+zB73Ergebl1chsOIA+rTCG5htFBytCY9qwxwklcE2/hU4MQXN440DHoaDlTlaB45Y7zFkSVkWdTQDEBhx5aDXFXSlkL3IXS8tmskRZOMZFnSoFDlVTm2hJIU2vmNA0fmrNFNEvEWdceIswNeyeE0NaKRZUMZKycKmB8MjUzwk0DBstSTy1GsQuZEXnA3GORzJSUQhwAWrgx5Ly7NAc6WuhmnXzoyS4pUioqwqah3PWnQ6YTzOE0vO9C7yrRmtRh0rQE06jgBOpFpDFeOJrvRcQowOWgPTNTy0Y2eT4bdBN4wBNA4zr63q4q5EaGzbwKrepHSgVa5EgVpiFPlUFAedopG3ru6rSOoCRA9mg+VWtOa2a+3yArDPh3aMmIuDUO9D6REJ0YribEMOWst5W6w3WJhhgULhJrU7w1rQNyXTDXraR75f1RIyWEcTbyQaa04R0XMdDnWuCO6Xq9scR4pYxmOKtMMgUV+WdDWxiut0guUFAa7yWR2xLnxUTDrTsnTnbeNDjana38m8zP8AlBIKdKCnuyf08tzmDR4d6ThL5mm8ACjQcTYBWweYrHeXWkhpwTigCllWoOIZ4kzoearhtNd72GjaBcV0qf2VjG8juDMeELIx/FpcsFTGORUCZtzGI3RIfVQx9mMIeyaqMtKrQ6mt9mSQzBmu3pGFCxW6XdGqO5lK9Msqiy+FtkfkPsz8++Uv4HkN+Vnk/wDnO62lvUaNeKiLeJGQDHhhRBvAc8JUYiUWTg51qo7KoSUoI1zHrZDkPDxqdDNGDqm8yx0AiIJzbJq1pllQWpSpZlAw68IOfvz8OXXcJxT0KABRkKrRvF/i8OR+VVYLyW9JHc74tekjRolB/wBI9OmdtkuCWMm1bizHM63lCan6/Am21aVw/fK/16EecyH6O7utxHiqSadK6fR9tbCq9KdeXs79bXe80OGNRvjnxyJiCRr8uTCjE50XEzVyFsKYTe3GGJPUhXs588EfrnVjl2jnNKzgsVG+vEh4jUYjnXhFDkAaUyJ1turvxYey57JI+L1yFeVc7M80uKrYGiDUUHkSPCtB3Z2EkV4aElOEwMyGuR8Tzr1Ohs9x2kYb5FKPQmRfTI4zGE8JGHCTQ55njXKpuolEEz7wDGciCoqUf1zWlY3XFi0FQbQvd94JuyzUIPCz80ocWfNa8JypYXTaJM3ZKOwO8g4sIJLYN6lWB5ciDWq2MsZVSd41XJ+Dp8XhGdFIrhqQM6dryikwnzqTydvMUwY8EkREGYbIphwxRsAwB7dK1NrlDDdihN1vO+JDHjju01TjdzwPRacJPfrYme40WvFgbCrg1DEFF4SdapgNNGyrbyZW53TcwP8AffeR8ZxnzRMFa60JPd30ttekCK8s2zNzIi4eztG7iRSBw1w4h2dNbbLvMkTyzNd5IWStFrK7AcgTlnqR1tPOxZEcrkmDhShpj/e+LI6YRXPOwW8SRXi8VGFWDXuTESHGFF9CMzpSvTlSJ5bneLxeXO9EcrlFRBmg3QHyjXEQo7I0It5jdcGzrqq0pFTG5U5B2JIAA4QsaiztPM0slKIu86nNqUpnWmmeetiiQTpVs3aKWRQNc8KHUju4a01sMN1cYagHCy5LhqxVsJz5e+hsTupkL1pVHw091O7EDYu/w0pVihpQLyxdGbM4elLKEO8u8hEd5ujsd3IG9ZGzMMymlJB0o4aPgtwSYrtenCXa8YfSXWeMVwTKKkEuMF4iGtUkQ8ccln3w3d72e4QjVmu9clOtdzk0MmYa7tmTu0A2hIikiXzfEuLi4YmRsLUbTP2a23q40cX/AGWFRvXrfI2Znw5ZEKMJ6DU1P4PlB47E+vatovmr9x/CxzOH3Cv6aDLwsmeYpWmeZ+39tloMLBq18Oz00PfY3pUO7cDdIfXkk6U/e4lLB+TdgHNsPmt3cecSD00/KJTXSnM6RL149KWvTswRN4xeRzxvhb1jzz9XSug0t+LCpj0LjUdQvTv5U0OdkaSUybzioX4Ub1shTOoz8bFrve3hzDBY2bAc88UejDTtDPPkLbjaSQTXiBccN4QYJd163Eg5rhqygclwtpaaKKbC8Sh5I3yk4GJ7PEr4q0WQfxmw0tdzcmkTEqSMRVathUZULKc1p2DWoB6W83vfHeowQJwurYGYRunJqIaPQ8+E5GxRgjRyR4ZkbOqv6oXSvG4r0NcJbsie61BD1N1ldhKFqCrrIKM4rWi4uHSvIXKCG5YoJJFFJFagLhRR2dirHHWnAMulkF7uUgjYlTGHZcstCOLDlQgMoJyZTUWVbvdcINcmxMtPlV8Oa07rYJ4MD7xnTc4kxKwFCoqVWoOdMga+FpCscsj3mMAYiOB46mvEBmuL18q2eaaRkWSdmbAUwIK0oSxwhkBOfLDw8rRw40vN8D0UASX2fGoK5fvYpTIquVMyMxaFDdZ73ewvpN7JwB3yoI8hQUGbnPM0IpZ4opEuN2iIKQxesKZl5HJYtUV0CjpYmSRppnI4d4MgK5AZ5nuz50FqxQygKGfiilcNTRFZYznQ51PaAB0sp80lUECvA4olWXmBQ+NbYBHIrtydGGulMQBFa9c62VMi5bFIuXCSMlB9YqKVpobC63lnm2c1KprLdWTPe3bPMBcbPd2oslcsMhx2u+7KSSurXm4TR1wXmIdm7YssiprA1RunxI+Gklob6cpxLub4uas7jISnTDI4rHOP4VcfakNnlWtGKUrSuSqudMq5WXwtsj8h9mfn3yl/A8hvys8n/wA53a15ucdwEksIu+K8bzd4jLdoZVBojEqqugocqral82dLd2ahEsZSbOtGxthjmoKk6N35WS8LfzgFRJAy0lZHGB05er2ST06WD7IvfCuNZp7yBHgeQYFHwarWmIA8WZAxUFmlMkc15Byd5EkUPhxKcIfE2oOKTCMqAEUojGmajFhOWcsBP291bbMI5bSunLX8ZTx6/R0ttUmn7Y33DiH/AMxJ3UNfdWndZiObfbu0y0tDGi8choK0BqTqToBn3UXM6WhcdmMMsINFqxHpbw/uOGtaBVSuS2ndpMES5mRvigkIo/i1wjVmJanFWy4DggYYUFRV3XhYyGlGYjCeg+NbcRRE88SdOpY5YddCOmdt5JIcBPEEGVO9icmHTCLJgTFUkDHRsXtOXsoPnUtd5Uz3gErGCkRhQISRULVnw0btU8bLe0ihvEyhJabuMrvAwxB3CYlBzWoyaqhmHCbSQPdYoWU4jdb0Rmwapa7TEpSqZriZQewC4085ZHgXDxOsvo1dsOZMhINSuitJj5McVon2PLK06UgfGF3lWHwjAVx46ch4Ut5URFc4PJi8sG6oy3RmGXyiKDPTh51RHhAiFyvLwSIxIwPdpSlc2HGrFhWjZHWtbLNLISWhWNEwYDmhCYwKgOlK0BzOLPW3klWQdnbW9pXIrdIggpQZHStM+I5W2ncon3l4E9wK8OHCfP7s74chUYFIy1ztc2L42WFiIThJxLVsIr2Qd2PCvDm1LGMS7m7rPhfDL24icnUxkEVpQLnhqADkbCWO6u81ZNyL2rGLeRFot5Td8dcKkVYKa0ZSRYEwyiQmjNhYU64vir7Qq+ypke9SSS4XyECNhzNaE5s3fh99jFcbpU1TFIIHY6aYiS2p5Ze6tgXjKRJiDmQEVPyQy4qmoOda+wWTDFO+ADEyITXFxZ4SdMxTXLupYSyxysykbpCnPlvOHPDmcBA6voAwEt2LfGZ4zi/iP2hTuPjbHdBI1eNo2BMir/kznjPd26cjbzS/JJ969obveVRj5u+sd4UcmgzDD4mIa4bNeEYPJdVCXnAUbf3NiCjDDXHgEmvOJm5KLXqMmoV1FcxUcWfPUZ0/RaMgip2hsz1q1rfIfbX8Hyg8difXtW0XzV+4/hapw1NdRrry7utcvbYUGVV9uemv1a52RRwqo3khoDhjXN+6vJQTQuwXnZpDQfi9FWuUUCLwpr2pK/OPFzqbSTTPRMR6Y5XOeEd+Q0yVcsqAWcEgKxxRRg5YGz7qmtatlnysY0iZQmTMOyOfpCedOS18LATyHC1aBBRa50o5rWvd7LJhjVufEK5fG4umteEak10tGCVwYfSSLhji43HDhwjHGNHrWmKtBZb7dbrHenVqJRVixK49WWPnWjqDSlarWpVcDXeN1jOHczPu73Ah4aYsceNQcub4eLdqaYheGa8Xdd5GUYSK1MLE0jDriLkEkVHCeoFlbY74op0IYMnCoiGasmZ0zxctTUAkw4lCytKsL1ZqMXIVTkAAK4sWauo10rZReYTHJFfECuvpNAeyuYJVRlR8q1NOfFIGmnbhABCK1RVhwnUcLLnQUysjb9a7o1+kknLKlTSv023SYZ5oyUVs1YbunLXuzoKa60tvMe8c5riFWAdsONqnLA81TrUL8VSVg30pgu2F8UQloxdFLKoZKB94KdoHIMKYStt9d4Q94aESIbz2oo5ONjGmEYpdcJLNnxKOYxJVGapMhY4NPXauRrXU554RSgB87vBkcsUpHlEcqGueOgrT1RkLbu5QRBMTBpFViWpzx4jIcuemtg8uGKLAAmMqGLD4gwitM9dLKyh8I4aquRYd/FWuRoOvfbfycU2eEclWmchGhelFBFAh7PEeEs8QyrxjglxdcWROfWvj0VkbewK6mb+ERTyYZkpTtMtRXtYbR+T1+bKacfe2ZszFen4RHi/g70Sq9A9Dzekt5oVSZtxfFAyW9AERzFRkAxjBf/KIravS1PlfpsvhbZH5D7M/PvlL+B5J7SnV3iuPlHsW9SJFhMjJDtC7uwTGyLiIXKrAV1NpdoPPtdZp92GVYYFjG5iWFaVxkcMYLcbCullw3nafTijg5+CfV3WFJ7+elVj/APR+nr32vi3WSRg8t1BF5wqoc7wIFwqOJjl3vhFsUhYSj4mY4qZcS4TkAKdOtLb58Jj9Eke7rXiIcYh0olCVrnSutbbL6+fXSg/6aOv1jly7s9qd1/vxPiLxJ9hSvfZYiR2sq9xyBoR7taHraST1qCBCBpi+EYZ6rFw6evaO6q4W93hav/koMOJsVez6MYm5jCq0FhGrkxIaLHozvoZXA+NWqjVUOAaE29MKZhlUnoCcMlOzUGmEUOhNOeBU3YSvAgoBTqDQ4gRxMT+uwUPvOKrjPhBFaUyJGvPDlqVNtywwJ+9SEmg6VoK4RQCoBI6U0gpMBd8IzhEcpoyg1XdjLHhyDNUGpIpQNft+FrM5lgkaOqh6VRQXiMdcmx4syaVoOIVZLnebzGmHHNDG7UEgEY30eHd4M07eFgWywhbTXbzdFhO9dQPVkpTdlBwurdpaa+42XdMEfeRmnGCxxcJp2VZaHUnXoVt5SRZVHk1ewxIpwkXZiCaZijqegHq9LgktDfIbsYq64oUu8wQgg6bnBFQgUKMRk1oDHKY493i+CDU4jmjYq1XvDaV6W8kFjlaRWi22Xk0YlbtFh7qcvmjS21QLy7SCa6lYWWnavl2BOIGlRHypmM+QsTHebvGCSQwrVYwWFWU1oRVMWfqmpFTb8SvLRivbQRPWi6jJ+FmyoaUoMWdLSNNfnie7p6YyRomFsZwDBgq0jJXIUrQUXtWxja3bOJIxHHvsJFMIG5pr8alGAqSKizbvat4YKtRdkS6igAzlmlN2agy7KZ8uVbNTbEsMeHhSOG665al4Gavt06aWVPv/AHneF60WC5mkeGuf4sehNBY49vTMWHCgjubAZ/GW793M2rJti8KT6u7ubUpri/Fwwxd1fqsK38ys7GlEhXCuXbG5NCc8siK4jlYRxbSl39OKGRIAdNUO7GLrQZ9xswF9l3qNkKQ+kU6DsUDDMV55c87Xa+G5x+e3KQ3faILSLvKcWM+kADFStSgAFTlUW21clbhhmg3Z1xRPCJYSe8xOhPQm0XnV1SZoZ4WRnx6iRaEqGwmhGjAg8wc/wfKDx2J9e1bRfNX7j+Fsjy8aE8s/p+1Y1qMad2uVAcjn7LJQcd5lA68CHJcvjzdruRPGyXOOX4Iby+uMzwZBc9WLNhjX1nZjWwObDswxJnu06YaZyV7Z5tm3IW3ki45IsTCPESpFR6ycTMpzwggUJGdKWEnYjSlcIpGq/wAWmFdcuI1rTO27x70BGWtT2swB3Ed4r3VyKRthjdWUBnbCjrizqaUq1csXC3xtKusjqEMVEVVVsRBwrGzIuCgJBkw48sOrVKRpIqLeYZN4rMi1K42ZsG9XdhVUrgodcgynCtkvAulymdnTfusSrM1VO8bepgVy6jHhYMe7EaWvEckAVbsFMWbON3iap3ddY9CRT1Sp1sDC9KJMCisxI9Fx0rlxqRUUr7a0ipg3+JGWSgQ4lpUg0xAqRSuLM1z5WhlkQb58r1l2X4N4cQNc5BiQ1BKlASOyUAvW6QBKEwcQxAEkUrwkc6AgWWNJWOKEpUAVYOlCzYjzrXx9lr0z7QpJE74MS4KNjOFe1xl5BXKpFg8l9hxZSM28LBvXjU1+NhbxLADsragLMqs7RKwV6yHgoKYhiZBqutaV1qL2yRLxQocQY4mCAPHFExauHLEM6VJ7OGyx7y7u1KCOFKSCpqvCEVRkdTTJjkTRzMWBnCtXcK5WKCpqN4+HFIzHkDn1UZWlXFuUqCkUPAnMCpFGb+OzZ87IrOZGUOzgnLtZcXLUAtUBa5mgyoGq+IZI5FAdaMuRPfroNO0AZDnqrYZFw8lLdvnWlMxztGkiK7EcbRmgC4jkNRipTnloczYm7tjwj0gPwsQ55EjLlUe8Vtdb1dqpPDNFiCGh9G6kSJ0NACQM9adLXfaWW62nddzf9PR3peEyDPIrMN5kMygp2rXu6SLhku96lhda1o6OVbPxsvhbZH5D7M/PvlL+Bsxvi7QuTe68xm2urVp7cv7rD+DbmD2TTT9Ip3i3xqUAzPQZ8q+znQG16ivovOCaW6yo103WNWu0jPnvCBmSvxsq6HOwml89OSyehMQ1XKte45jrWz7/AM9NzUxfB7kXrgOFSMRMfrHFnpWltn+bff3fm+XYQb5rlud4Zl3e9wUbd46Y8HFhrSttoi+r5Sb/AM9vYnN2+92635nbe7rHRsGKuHHmFpitwL5W4hlxnZNOv2/TaCW6DaZEeBh515rm8nEBKIxxEc6UFBQ8gZrvtM+Ur3lgI2GzfvdhVR6q+cZjHQE4gWNBXhOE4mXy0Mj+sW2M+An1tKYup4qZdBZRMnlm7McYQNsR5vE0oFB1AJxHtAHDkZnH/CHF6xS7SbATHh9fDRy2var09azDD/wisGK1G98nMdaVFC3XDnSp0sqNF/wlDjquOTya55ZnPgFNeR5itmjiH/CZgmYrR38nHhViW4ciGTH7jkdQTYXTH/wg7sAYUZPJ1BHhxLQNAFctR2q0hkNK5jn55dv+N8kUgaorsYpGy5MGSisklRXnXtAlc7Vj/wCN29krTeNsVowZagUwntIexQn1RxaFdoSweVKRnc3j4bYm9iino12nmuSub1drreN5GbrPeII7veElgMDyLLFi2hLdNm7elv8AtWFNgYL1Jsd9xfdoDDdrrfLtcpvOrhfD5q+G7XyGOY7qRHjBqUN22jFIt8guxghjg8wKXWl2vqm77Rji3k92veO7hVu8hgnR0l86jzS0F0bd8U5uiXYXXZ18vSXtshc54It/erte2PwV2vSxXlipMaNhNNnbTvc12Hmr3q7XK8Qx7JvMCTNGnnd2c3QzRLeY43jMl2mw3iDGpaNcQtf77tO9I4gju5kKXWGPfSyTxpFCDGECNgWa8A5gi7MtM8S3Q3V7rPdL7c0v1ymnuF0N63LyzwSx3jKak0V6u95gfDIyyCMSDDvMCy7TvGIwC5XO83XactyuA2VtS93o3ZZtnXDckzC8XffXvLFLN/g+8LerrcqTebGW9Q7eDypcZ5J9y0Wy5J72i1urPv8AfKII95FHepA0V6vV1vV2jgCx74hVAxKSD3mrHPSopTlrrWzMq032FZSCeLOtFPIaE4Rn7bAmi5+JPfh9nrEHImlpHpnLwgjtYeevZBzAy5ac7M7HCiUJ5VpyryHU9/PWxoeebmgHgv6/7yXDMOlKgfrIPU9dDWwZ6RycNJE4cLZFOFfDlnz62WCYr5wdGXS8KtDiHSVQOIZBszqDXa13i7TQCSZCCa7sH0wyzD8EUuddK22/I2YF5ucQPLguSKulPUSuWWR5WR8NKzRZa5bxanMdR406fg+UHjsT69q2i+av3H8LYRrXLlkD+kU6ZjrbFTiqKdeX6f7KWN8I4Y4ysVBzij9JJy5UHezNzU2mgibFI07NMy6YswFB+LEuVaa4zzGE3dDimb98odSc40rkta5HViTzoLKmBZZlGYDdnF8dxiWo0oKnWuCtt8j4IieO7AsBFj55aRt1bCcjypZOy2bscDZ9CtWNeEUoSKE+2yq3wq4hqByJGVO3SgrUYq5DK3mvDKoo8e9x8QWhwjCczGK4VNcOa9mi23W0ZI23T1jaJN0hjIWqtEuRX0WBqa1Ha7NnYYJbvKuO7yKQynGcgnZVAA2h7PErEGxu87KUlIQsz6AKa4SOI48eDLxOYyMYdpgC2bGnopBTEQPkHFUCte6123y4aTLT4r1LNrVfeKCnxTa9SxZb2RN0wSibuTC2dPWQGnCQMR0HOM3oRsRGixFFGJnxACvcFxclOdDXI2UqrLhoGrmQqjUdx7tLPeLxe7xFFLJvmgTgJNe0HzyzNKcrN+JRqowhHNHZkpShaXEWZcjqakVpmbHBdkMoZ1MiPhdKZcFMu0Bnn3WKJM89zXG/xN0zMWJlzIck+t83hU0twry65H1GNfGtMvC2BFokrYzrUsB/KKjMYbBjw5Vw9quWmWmv0jKxSlGlJJ6lfVxH2hqCmvKxvDthCGoGlTyrWmQ5DRiKW7q5s3DX5oGYHf2ulLBlY9qoUg4DTkVroOh8MrCRGEEwaqsp4SwriXCBSlD4dcrMckniG8ljX5J+Fi/ybnlqpyzqLX2KP4CKcOyUruS5GJdOyxLzxnNaginK20JaUMkkDtnWsjXaAyNX5T4m9tl8LbI/IfZn598pfwNn/wDPrp/48ds8+Kn666cu+2GmR9XPTloOWvO3KldTr3g9KcuVjiqa5a5d+fT9VrlOvO7xr0zVcLj+UM+p8LTAHIOvIn4vfrpkdOlMrbH0I++lzXTreo/d4eNtsR+r987/AKnL9lS/osSOzlWv1+/TusrSD0dxuZvd4yzMohxhP4qpgpmSU6nivd+mzvN6neU/IErFsI10xU8BTQGzRQYXvDA7xzRo4mqeFB60nxmzVDlQvXA0Uzt6SoxyNwbwZ5sa1cVqp7LrlqM/jAn4WvGDXM1HrDOtQDTPS0jxROH7Qk+DBPaFVds9ScQZc2rRsxZ8bJzxCLjPMktXAlRU5Vzp7bIJb2Y1TCrrMoWmKuFySRjB7WWNsj62Vsp2nkMlXUzAx4w+sckYAIoefzjQVs8MkHBKMUkK0xdij4Sx58hTNRQZkWmljud3CQ4yrlF3nCGKSAhgAwODMDXlmKffGGK9Da2K6Szxs8Z2bE93wiSVa1mkS8NFGVuj7qO6KXRZZ4t1ule7bM2j51P5TbF2/eILxe7uUiOzDfJjcbvKu8mvG/faBK3y8btlRUV4JGEkrXnzi6uGnlkvr1mjLRm7xX98LUxMWla8hd56p4iDW0962fsB7w978o9n+UMOK+XcLhui7W/FXK3iGXFL9819LE8UsW6LIFkYFNneT1y8n9qrLNtHaO0oTfbxszeSYrrc4nuyLd5jG3msUCs95eSLflyVu0FBHbaMu1NizXa4SpdVmnee7FYJheovN5cEU0hkLCSW6gUGEXtnJojCyM2x547pddmQXPYeHamy94o373p57+ql98bxLe7zKY4dyYmlSPeSCMu+0775hfxfdq3N7pNc3vtybZt2Eu6DBN3IZrxdrtgU7KuTRQG4NFcm84vHmX4xf755hfW2xtO4xXK+ma93N7mohEHnF6iQKssjzrdImhuzBEuEmOSKWbDd1u8iSSQwRyyb1FPEwWSpbAqA8NQwDZAHwNrvJLeG3ZZgPRqqnD3tvDoPWWla5Cz7iLEUUuzSSLJRAMmogXDUdrI9MuyKNDHUNvcgc0UHhojatkNQNNLRxi6LI9fg4o6qBX1mK4mpzpwih6VsS0HCugou7r3sBQ0yOEHU0Y1tmxQt2VWriuuhzWnSoz51sXKM8K+unFSmlVpVe/EKeOto752eNDG1SGTsksvi3PuNDnW0N7A+H/E72uWAGYZYR8SamJa5KQ6YaKLeWkS8Xm+1Njzox4qq1zlAqepF4BPWlgr5+miIP8de/r/d+D5QeOxPr2raL5q/cfwsYz2eumldNM8tLQoM95NGiqerOBr3/Y2v15Qfse7+aXPTjvEtI9538Tl8su1nQZOMmmkJ3jN9OvLrX2mudnhuZqQeKfRsxxLCcsIWnb1PqFF4maBnwv2kZjhrlxmOvarQY66NQimdgGFK+sNGBXSgqGxZac9c7b27xsjDmaKhDZMaPmOXx8h2VqDarPT/ADPHhOmpZcR5EqW7VBnlYO98UVyUOBFu5QoqpxEUbDUYsLLU1YgZ2iVJHvYB7EjUIqtHACZOMjpn0NSKPcpI2dFJwBe0hLcGItISVHEHyI4hw0FbG/G43dVTQ1kDriKrqJTQE4uVMulpGBZI1YRir4lqQRq9ch0qMz7LXHBO7srkhSRhFKkH0YB7Vf5I0GVqVVit5TGakgAnsthzAZutPlZ0tH2MMSnDh7LuNGoCB2qHQrQ8qkDiILGoUqKHM550r+o51zsSPghVc24jqvTJa16ns5nQRKa/xTXT5PeF9lju+Ikkk59ok0p7BxH2aWnw3dZF3OFgSmYZsJqK95qcuh771d7xLBHut6AGJaQIvZqEDU1GpzFfk2u7Xm8OFMIfCI0SvXAzl668OPPQ2d4Ya4O00jpJx17FVIFOgIp3nWyVu0eKMHEudHL0wjJqKASTiNcgdQKWCi6LIVUlt3EN2vD2q4KtQDtNlUjlYu0GnZ4cCCnQgDERoKZZcNbH0hD9pVzdaA64gAQOmp7jbFKjYPVcUZMz8YdnLrQjutDLUBpGIXFzjaqiJ1OeBh2l6MBa9xDELttS6yKakHdzQgnDr2oSTRjmy4H4cRFtpQMKGGaKM+KXeEH2E5jusvhbZH5D7M/PvlL+Bs7/AJ9dP/MR2Bro301/tsMj2ftrn7rVGhzp9v0W0JFPZ/Z9qd0sDf8Awk700PophvQc/l70fbO8RhjmwoK9fpp0GQrbZWXZ2lcsXsvMdD9FtsE1/bPaJ9vnUv0d+Q/QMY9CH3jd6RAuy6HtDhHQtnla/Xsk1vLQ3derSO4eQ/xd3hp3eNQEal6mX0jVpuFOYbuZhkMuEDrQ2wLhYmuHKtW6df4hrX3WJvcu6zFIkrvGHfluxphNCTnS0hhCGMjWh3qlKUJxnSh0LDOrAHSyPFInoyoZDNhYMVFcZVQSvDkMvA6nzlE09K6Iy0w1IIBz4o/VVjU0DZEZs8ZALccvFGHWnIAkbwnWoQMe2wFRaGF0MsUpjcAqAymoShf0pVyoxFq0boDWiSm4wbotgjlmlkJHqPo6aY80oeUfK0N0hhVbveLxBdwVcrws8YcqMUitXKoyyrnnm28YgM5YtkSwJPq9AahSchQGmVg28r6S5jdChPwUfCVPxqYh7wfiXe9gEB4L7yYVLQyrRjkGPPOpyodRaN5hDGyDebsYlXB2e0KjvoKa511t5L0WlI9tYgCCP2HH0PKh1zI622r28TSbOpUfF2ldNf7fZa6g74t5ndmyPCC13j09oI17rClVxVpTXPMcXP39OVioWmlWyBPUdO494tFeFjbFu0ixB+yfStnWg9d+eVB4WgSWXChGIxoayuMlGFV7OaklnYA9a2nWG5/DRyVaadjJIoUmgRcIFGw14jlzyzKiKNEFOyGCg88ThwxIpkK0zNlSOPN4t2dym7ZVxVrrXMVFdTmDlbFM8tC1QCwOnca+4L49+IuasFWpA4W6jIU9lcznYOsn4sTQBQKnipyyo3PMlRSqioxru8KkU4c1RiDXDhrw6ZZZ+sAc7XG5OcKX3CrVypNDWePXm2Fo/wDpPC3/AAgO+iXnYkf8bzLGnXlGef6RZRqd7F15OPZr3fg+Ul4mNI4xsZj1NPvrkBzJ5CxuUi+Z3yInBDI4bfQA8EkbZVcLTfR6oeIYkzGJTWz+FpK+yv27/H9PnTD9j1dK6GVuGL+MM3/ia9Nnwrm97vDyIOYjiUqrU+VvT3cXeKG6xPTFneZKnX1oRStc83prppWwWJQz+rh1OevQ0p/EtC15nwtWu5iLEimlWoMPXgY6VqNbEBE3eIMHTtYW1Vy+hyyIxHqtlmVklhzGAS0DCtcLqvacEnXU2kbCWTstgMYwlwGDCisCpzBocS1K1twsd0ZePd4MeKTPDu8eVBqV4RmgzBNo7veY95uSWDJSPIjHk2F6qumGuXWxae4RIJq+kkmYsYzxAj0iLJpQHCAalstLR3AqYYZ5wgdX0XiwDCca4a1qQwINNcOapI2CldeKr5EMaVwkjM5EitkbeiUESnh4/UpWvIrUHQUrpoG3sSYgQGMZQ7t1pj4ssJC8yABU61sjuIq4QrIGICswqFGuLp2lAIplzxriWmemnhhbw9tigx4pM6gU+VXOmlM+dnX0xYcOemunuIqfbbCuRC6AUqad+te+vOtbbvDRS1Gp6w8PbX26WvDhJKTuKvi4aIIgwzpyVdPjG0UcsrcMYwww0aUtRmGQwoi8QFGYHorWniiuWRpI2Ocl24gFchVUBcOLnr45KMCBMWWT4CKfJZd6xqRnqBobMkaMuJUZ2gUpTCuQNK5aGhNCKE52QzySYuVSGp0yIY+6g0NehAkoZNDTTXEKinDoKUpQdqyGUgwNQqmGoIpWj5UKgZntVOVa5R7yEg4SG3Z7uaCrafFp8w8je9mM2Xm0l7i64ggglUV7pI2/6M99tqFu1iuQbxGz7oD7yM7L4W2R+Q+zPz75S/gXFvi3y7N7pkNhXgNdCOHXrp76WUdmSmnxvmk/7v18tNMvt9qfTQA/b7f32vkX8JAjn+I5HvpJa8pgoQhbT9fhlT322dQHO+Q+7fJn9f687bXahr98r8f5V6kP26WnVVJbdrAvzpZFI0z9SnOtelrhCx9Dd99O/ITSJgUe2SRyeufdadXZqS4ix5KCciegXLDTus8K1ZgpO9Oj8xg+KupK611tIZScFBSrNSh6EEdOwo4vGlSo3kofhKU6etUHFp2VNBl3WKjeRlZMS54GNUqD2c6ezWlTZo5iXWtcTVPM1YCmVDTn0oBRMKu8AkWSrbzeMrIcxnwgVXUZBT3WgjivInS9cDJeHCustOGVZK0C1ALZjhoe0KWeK8RkSx1fL5VcLluwVbUcie+1zSTtw3mFhXViZouKnIKwYCpLHhFBaoBJxmpOlCxYCteWvUHSwvF2P4wJbrjzqoUQpQFOeIZk55HUWR2mrIgdTHWvDLFiBXPJemR0OmYLbrObAI3jc58Iq5WubHhp115m3ks4Bzj2wCG6+ZpmfZS21StKb3Z35zunf3cq99rmExOJrpFQZ1zgTKulKjLvrYb2u8TkRQDlSo7R05d1bGS7sKAg555/F5ivdStddQLUc46rjqRTmRXXnhpnkABaR5KlFPCPlE5AHKigD3L7bKseTS0XVcKRD2ZHUvn8UcrUj3KohHCxHEctQRz7VOXfbEXjyyahwV59OXQa9MNsLOhBHPMpXpVenuzzsKkYBUhwDiY5VADUUnv0X3WQD8YhIo8D0CYDXOrUaN+9dT3ZW3t2IoCfQufSxGnZI+L8SWrK2mTVFtnXtMprrebrKPlgSpVe84MRHUAi3/CRAudbzsGTL5ECK1P+ilkNl0LbyPDpzcfoIPh3/gQbO2dA14vU5oqjJUUduWV9I4oxm7tkB1JAJu8Lb++3ndvtC+ab+WMNgSNfUu8OOQQr2uN3c4nNEmhdopYmDxyIaMrDQg2S439wl+QeC3hR++R9/wAePl2hw9ksprVbU4uJgvgB9en1WCCoMs6YugiiSrGmlaO9K/Xa7MD+xrnHDdo+kkuJqr3ImHPqBUWkV5CoVsZdtFbXxLNXMfSKWKICpjZQzN226tXmPigcI6crAzsVO87RZq0A4eYx61+TQa0yaEbyTGcScPwbcs1biNc+KuGulLIY2eJlxDwOLVkodRqRryAFt1PWgJAYmpoR8316t8bWhyJsQyGNsOJb1HLmMVGxANlWmWEkUzpa8wXaRL1WBprsWcJJG1Pg3xEBsYdgi4icVQKg2fGrLJEQjUrSPTFUHnSpGHOjVBpS0ACneJeYVoO0ojLkudAMS4TQE5knMjNMOVcizZDGMseLPLOnhrW11e7OrK9ROxNYzipXCB2MOfFlmBaGRrwWxVEiA1YmGtULDMfGHXhppl+L1kDyB3+OlDRaDXUnMaZWdv3tlrnyrrrT6fHSxLdkqVrllXxz58gRZohifhVxQZ8J56DJeXMUtvGarKvFlh/k01p1y18LO93cZ4grdo1IOY60ryGngxteXk4t3xVNeYxde8MTrmQLb6bE9CMPxjTNix056dSLboevxzmq4aDRFIA4aUA6sW52qogCrXCpKtTlXMZ4dK9fZbFjj4uhw8WYrSmI19w552ws0Z049WGVaadendYM3CF7JUElsznR9B1YV+SK1sI7ynnN1KgMMlMQ/wAm/Ca/5NjQ/GBq1o5ru6yqezn6QcWauPUcc1OZriBINtmXhMjJePNpV6peI2QvyFAxTF4hrbV/zl066+YXWuvQ1/RlZfC2yPyH2Z+ffKX8C5f87u//AIyWzprYGNqgZgV071PI92lt3eMpfjnI9OLkfH67Y04h8YUNefL9fKlsJ1kjw/SKjTw8KWdaqMSlc9PppX6f0WuRyOG/XepBrlv0Gg0rTnTS20Dz8/vh9gmlGdNO7Lpzra9TfwW7C/PkGFa9eBpD3GmVtjbLgofRSXiUd54Vr8kDeN7jYQwLWtd41OI6VJp9C17+dbGJYUnnVuKpJ3XKjUzL5DgDHB2WNeGxLNkFbhOOi8OQwa5nINQnuNlk82yJyZSGpyzAJJBzyP0clYwyqah1qjOr5nhFctQaZ01B5CxMYZc6BG/QRp04qHmdbGBsZLH4IqfUrlUjsnu8ethPGJYo1fNmVyseEhgSyrXKuQUEnSzs8W/WSNkjkcmMshdc3qBmKBlNeHDhHapYCSUmTfjgapOEkvqKg5p1y9tspBSSMDDhqACmWbYRX+UK5ZCtvO0lgeObdGkMm8ncJCq9j+LyfTM52M4SXKIr2aLwQMvFTIEmgUV5U8FdrtejReV31Y1PNsxXTWo1ppbZTlJV8y89xY1whFvF3wD5uY8TVQK0ttCLH6K8PcWKHPiF9u8lR0zHM93K0d6DFfNbrd+eQwwr0/je3K0kERaOCNyEw1q7aF2IqeeQGS97EmzRhxMSaouPBqaVAameVe0amlsCQ4HaLdVZ1VcXENC3MNlQagGmllumTyKFMpSrANTKuAak1qWz9UA23byiOSTEUUxFcK6ZCudR9FqNJgWvCZEPtyr9FnxXoMu7Q0K03j4k9FGsZYgqCSSaDI51ysXDb5cqVqqDQ4ac21+N32qUooORpiUd1c6e1R7OQYnFkQimhplooIzWuZ79bR3iNxHNWhzxIwOWCg9Vz6jE11xhsNrlPFwyY4Hkj5xOcJHSqZcBzqMsiDTy9plv02e6HM8S7Hxf7zYuuQ8bRy3m/wAMSLLG2NnIFMQLewH2laVt+57af+rtb9z20/8AV2tFCNhX6LeuqbyePdQx4jTHLI2SIurHpoCcrbqLDPtCdVN/v5XilbXdRVzju0Z7CasfSSVc5fcSaF2jljYOkiGjKw0INvML8wS+xp4LOo/fI+/+ETlqvDpUc9afKPLv65ZcrQt6014aIfJRWJkz7yEH8Vhys11X9j3K7Qo7a0qAZG+cKLGBriXpWypCnoUFeHWvyiCKk5Vav1WpBCkzgHFMGLKDSvBhpjpmcXZJ0r2rSOzY9BQlsyD2R8QgHuBHMW4rsVxJ2lzquvq1z0zrzPfXOKatGxI6sTQ04gzV9U4ufJs86Hd42r6rVDDu5g+A55GyRPjlw8TAChAIGuVagdn3aW85R5YVoWWQo+RoQQCAas3hhrmxztNvbucbFHMqkimFcpKNQ4vjA9oH5NbRjGJHqd4pBrwKa1yoDR1OLv8AdPCZA4Y1NAcuPOhbDnSlcvbbTdrGhk+MGoaCpyJzz4jTLkLS3xa8U0xz0Ut4U+Voc9LPLwkr2RhrUgdM669NTU1Is8Zc5VTtV1NCBz1oveeLKtnu0zhoeIqPWFD18K01PsNbS7SLkIMdQTlpmByyGQ9pr1mAcwxAyJGgxUC11fUsxpnoPVXhFsvTsmgDjIa9g0NOVKd1pooo93vpI+26jLhrQE1yK+6tLebIgIjqlQGKYzy4FwHL5RLEYssjZwZgJEXeON2Q2HXAFrln+jutQyhCck3iHMHSgxUPf9dmxXkOBIuEEEF6hi0qiMtSNCF1I7hztiPp9aMTRCM+wCvh3WBdKUyBYZEcwG4h4d1sbUkYgdrDpiyrXQAaEdaiwkiNd5TfQMcQlFcVKqKYlBYqaejz7SYwdiXiE4kF9gxcqcY3iP304T/KBIIJ2yozG+upHzXuN1dfoIsvhbZH5D7M/PvlL+Bc/wDnV3/8VLctevfYZi2NHow0ofo0+iwpK6nQgOaVGRraGXe1wupbwJoc/CzNjOGte/2f3/ptsvCeCa/3Mexpo6+NOfyqHLK1+Yc71eD3j0rd32+myUw4pp2m9mHcrXPkYyw+eLXqMUaURwryqkcKquEHli4pH8ad9mu8GUjUF4kHqa0jWmknxzXhBw82NsaYlNDWnbOmi/FzOlaWoSaUNBphOR5AUqM86+Bs4gWSSoxE5gZcWbhhlSor4aWek+5yWhWXHpywjLrmWqdOLM2KX28NMHYl6sIgGWlGVl3pNDQHiXXn2rM/mt2vVxxM0cu7xyIVOaFyJKYqVVhhY9BnRZ4zPgeMRJAQUWEnB2RXMFvk0FVzK52ikFwN77KqWSTABRe0eAcI64hlUUFp5XgjilukF5eormxjkZfXZObkEe82inEeORUj17IUqnf1oPfZb1e1Mccb42kJYBMjwqMh1rnkOXS93xXkEMrYY0rVGxMCzdcvfXXkLYw0u6xYTUigYDSgTSjVxYs87ec19TCWQYhxD1iHI1oQeeuKtr7NqY32cRl6r327JmannLpbdiaPjSJXxc13celB9h77b9ZpY2P70rjIkcseJqE1GRyGhOVkxRVw54q4mAJ1LFcgtP0Wu+4Ul3GOM0yajKKnniVQQORNjNLeUR6g0xDeZ8WmLFp6v94lvU20Q0hdYo03MpYA0rmVy6jLnqRb4a8Xpiq5C7+swGWNwTrwsVocgajQUMm5xqMIiBd1oStAKlaZH1lrpViLEtFiiyIkdlj1H8Hhc0z1HZ6itbeiuqlTiUOEejA4QWq+Uhprlhp4Z4wfNJznkhoe7drQUp6wwn51LKt4FFUBsYJ3ciBTmGKjtDLCaMGrUZW2fHMPR3udbs59UrK6rGSOqNhYGugbqa/8IB9e5Nshq+tg+9LRSCvTNGbI9kHl/wAissTtHIhDI6mjKw0INgCawyMMLnVfkv4cjz9lLbPiUDgjGP50j79+faBkw+wi07oMcnnUskzDmZCWC1+JHmg6662a53fKGpEr671ssYT/ACQ01pJqcgtiUxBTTIanrj5rpTQCzVc1XMHTLPmuWXSmfKmVn3SvIi9pjVFFeE54gNaEDQ/KzsCt53XHpj3tf9pVUZUID5EjJTS27vt4L4KMGLiIqTkeHiLLSuRlocOVK5xtfLjBJGCu6vMcdXkjPZ4nxHElRVMdNO6rtHLLIZyrRYgVCKA3Dg0qBSlVSuYAzBsE+95naYld66yBE1OJeKJWJ6ledKkm16vQhWKRIt1hGOtQ4VsmZszhWvZ9llnSPG7mjE9c6UFeefX9XnN5qnonRXZmrI7dlOQpUgVz7haQzyy4JpMaRZUVBoQflGlPbzsHEsmE1MRfCFJroRhXDRhTXD7zWY6b2RKUXgJVuRrkc6EDpzFkkRwjqxBOlaiirXrw87RXUujRyYsa4jiJNdKU66g1B5jmzpPMd4TSPEuhbssSMft+vWwDphNApk7R61Y0zLaUB77PFApD5YugWTFidPnYxroLNK96jVsRxBWq2nMA4jnrllprrHJJtOMz3mY9iObEirXPFgOYzHLIZ0yNgqyyXx95QEXdlU01xu2FsHPJhzqbFN9u2riARTKWDLXC/IDT9978Otl30Rw14ZGcDEOHPdhMSadRWlKm27FzTDIKGsb4SKtyl1xEZtQZ6dLY4JfN5acUbh6NX5tTHQ5aMPkAZ2xToY2gNcJ0LVXDhNKPU0YU1XxzuVyly85o69N/DWQMvMEqrKR83LIW2x/n7sP5Nyuq/osvhbZH5D7M/PvlL+Bdz/l4f/EW2v2rb32GXT9Fq+oTxD/9w8PqzsDXQZd9kkB7SI2ei1X2/RbZLrrd9pXUtTXAZlNT7vpNr29P/i5//Ecaez6ffdYcxHHBCHHzY1c16Vf6TTvttraMlCsG8wBhk8zuUiSnPMjPp3WleUl6tjrnQ4uKtT1rWv02D4vNogRWdyMK5+ogOM+zh6uCLYTFHtDCw9JeGFRTIqqrTM+sJDJy4uhGUNExIlDgVTQYVB+JT1STT3W4vSXiNiVwR4AUpl2zUKCua1rmNfWN4M4ZxwtBwYg5w8ODGMa4aZ1K0xDXK15aGaOJcBaS6sTjapVBTD2s2pho1a10NrzJe9mm8UwiFMRRVYqwZjI2Kq9nMRE5YaDW133N0ga6zYcawTyrJdjlUU04RpkmI5YBS0t+IrJPdZWUuirIA8eQYdrnxElqVqtrr8Q3eLuGUS8x7zXXlYJepBuELIoAbibDiAy7WHOpZq0NiEJwJhRa5aOrEkd9R9NelhdyA/aZ2pkzEUAy7ly/RrZoyxCI2lDViKljnl115ZAW20ufBPs1RXWn3zufcOQw8Og62WOWX0nm8Mw9YfAx0rhyqK06UFbOVKys3foWoBUd3NeXdWyCRVwsc1ThPPho3InLQn21Nq7sQRQpI2ORwzCQZOFJFVpxFToyCvgJomXCzMEERqBEKIGJJrWgw0rTECQbQQq4giFd9JKjMkbc3bCGIyrTmetjWeOVFJSMwTZHPKlSlK8hhqSdOdt3RqgVMm7wyKa1wHmfZTMk9w9JUKrZHEQqU5mpz59+XS0bSNv2XNRGCNK5M5Ar1rmKmwQhw8nCu9apSi5VpgFNTiI7J56DcP6RDTPqRoQcsJFctMI6jEDc2WvDMrI+nZkqO4MMieXO3/CV/lbtc+XrNsUuv007voP/ACVDadbzJmsMkkdT2mVCMu8A1oPi15Wvk2Iby+ym6wE68QxSSaVyHDloWB1Is7PUkEihqKU7jyypSor3jO2+M7XNPVkcgu+RoI0DBs+WPAveQbKGucN6IJ9PIwZm1owVMMdB2l4a5anmXxhcLBSGxFaVxZAUYoezkNaDnZCtWnPo5cCZCp1zOeXZ7wxK2jlEwvIncARjDXnXEmIFcLYhVlqKAqTlSWVZYpYI3r5tjO8xUc50r8UVbDwgEdoWPnGzfOby8xWFpH3aRriTDjLiRjXlRVrrUZWiu8l2U3V2Ro7xdZ2k7WVDFnU1quDeNkK2WQKheWPiYKqYsWZY0061IqxyY2qaAAY1qcIry7J91M+tovPHFMIEQSvqMFY4Rl+sjkLJhbCGw0qBhoFKBG5jPMZdLbulBFFTFQ9rVnGmdSftkcRbhiJKqoz5AVJoOXUtXM0zFteOoNa+sjnUmnM1OWGvKlgpm9NC9M81BdmzqMiaDvA010KIElZnpixFkqKscl7QI7x45W9MuKMIXwo1K6ZGuYoKkUGWRyGVnvJVYkjCBDIw3kkZpkWqGGdFZeROVsWKu9oziLsgE4qKcmbF2genPlZ1WWG7wRw1R7zVUxU7GNVbC7NRegJztV5SzHs7iTHWncG4qU7OA1FbBE7SlAHC4TIezRqcXd8WmVOdhJKzLQEq7MRGO7M511yB1zspkLSvTWEFFAOHMFqDEBocJrS27BZZHOIs+o4hrSijKg7JOIe2yRPU4TVH9YHIVrodOIaNShXJSNhNoVv10FeoZ1RqV9Ugsvtw22z/AJ+7fRcrrZfC2yPyH2Z+ffKX8CH/ADsf++LZ/bxsv3PoFt02nq93dbBXNMvFc2U/SVHTDbG1KbyNR89nGH21rTw052vOX/xEvSnwzV+seOdr1Oa1Z1iTrQAO/WleDQn3WiuygYr1MZ5ACcytR4gNiLe6tt5eKbxco4zWlNQJK9dQuXysjht6egp6mGmEDQg6U0zzNMlys0gjBwUxysc+QWg7IFPV6chbe46NgYpV6DTLCq4ssvmk5UobEvLLeGqeEsBHQ1rUjDVmNcl8BZ5PN7ugoGIWEISoYDBnz6k86eNnvxZcNBu0lyEVP3sLhoMfq8i3Ohs4kgieKWioq0ZIuoVOIZHhIYZd9pt0AYZZM6kALQnGFFc8IBwEE1zkGprPHQBRBIFHMURqeHT+ytrknnuzo2aCNZF86gRxgjA9KDJwkmtRQHrqtvSbW2cq60N8gVKU+U6knLQL2jztJdYNr7PvEpbGsaX27vKyJxOd2khNETE75UVVLaWLDbuyPD75XNif/wA8a/rsZl2rso4zVsN/unrf9KcwaGozPPSh21dLvtO4TzvPcd3BDfYJJJQm0IXZoY0kxSARqXbAvCqkk0FoZMQhaS7xBsRFCu7SufTMZH2aZyR5MOLEa1UUrniGWfK0a4gnAZsZHExxVwLlTESSOtMTEVIteYSMKmOaopTPQVoBp2Trrl3qhhKDeEdigXB6uYzThrpzrSpBs6eaF34gTI9AUplRTGxrUVB5g6nW28jXBUgrFu81A6Mcjh1qfG1C0jaDiAOXZqdRUV4geemllYSekXMtU01JNAKj9GdsOITsw1ZNKEk1NKrTri8TnbgUiY9psVEPRUrnTOtK1JA60sqXk0iUAHEatGcxQfGUjvyw5YrQxJ++UN3Py6ZLXTiNFroKjW3ltH/DSbBRhz4tj0YfT3/8nlla5R4C13jxqHFTSWSg4+hYKuHkaEDOwvJwyXggHd6rlz+XIBTQU7NOIVsxlIqufYzQ60zyrWuVK1zatjKIgoJZcbUNXPa7R66YTrnWtppkmKS4VIJfiGeuHiHMUx16m1TjvT9JPg8uwABhZ+Gh0Fg73aFEElWEUIBLFTRqHFXDyXVs6/J84m3U/nDnKanGj5YKZYDHrlTIVpUZXiG8Qo2JndX4WCqB6tCQoI7LKQfVqDQ2iem8hWTfKxpXClAtFOYq2GuRotEOYFo60qKU517j1y5f32RTGsQwCUp2QPGtTpTQdaCtbY3lAVaZgjCuImmCup5Co5GlLIpq2DMHrlka0zyFfbYkiqmuVK/q/usyqmHHUVGlaihodFoaZZe05PIAeFypU1yPDl79DbgcJvBUq5Az9Ti51NcP062kQjhB7R5EkDhOlfDraaLEF3cQXDQY5cacu7COLtAZCotemdQVhwy7viFaHEwOQyZRl1prZDhIOHGOGlTy76iuFSOlFpnaWHzNmqKSF5KGtfUXDiGRow4c+lkdDq1eCLjjB558NTpXX6LPGWJxZVIHDUa10pUZUIzr1sWjloQubEsc8qYRxDXvGfOxX0c3ZLOVplQAnEoWnd10FTZBdw+8LDFU0xt8nME0pRRyqajIm2G8tlojGmItlwMO4+sfjaUts917d3vV2nXq0Uc8buor8kM/sIFK221/n7t/5K62Xwtsj8h9mfn3yl/Ai/zkf+8LClgOVuWdPqt+n3/b22xLkVzHjZGHPIjoQdPr+xtcSP36/wB3/wDEXx6n7Z2vB5ecXivP99P06V5eBztszD+/qJG8ScJr/IGv9tr2JEx3e6N5tHH6u9TLe0+KH7+Y1wEWd5mqq/ymNOwnfQewfSQVCog4AmJSopQ1NMyeROKnLWzFZ27OkijD14KNXIDPEF9uVTjYsK5ZZDTNVEmhU/2WoX3akjIqe18btNmFPX2W9EWnYchiaraKMI9Yjqc+tWze77nd3diplxnMJXLUrnmc6dedrhse+yXkT32fd7+6zKMKMuEHmQwYbx8Qq3Z+Kwut2iuF6iJXdQliHnmcYFKvwGt4FUEkeFZVMi4oxjWvm/m0+8mzERCOsq54qUQxvGKMJM8K4XElMLUF2+8F1WRU33Bs+BWMG8MW/LiPA13x5b74H1sWEVtd75Jsy4Ybw88ODzW7URoCAdK1L8WdABh1IItNJFsvZV1W6wmaa9xbNga+CJ5I7tuomxw4t886RupkUbppCahcJhaPYewXhvEe+hY7GusMlBJLAySqpkClZIX0dsaYJMt5u1kjGyNjvfIrqL1JF95boIN1ukvDhJ1fEZIoXDMTAsbYZFjkYJHJPfdpxbN2Tc3M1yjg832fBHeN2b1u5JopEwvDETE13JoReDv0qN3JijVnMakJQIhpQiuEZAchnoBSgpaV4pnF3jC8Kvgri4u0CK5e8A0FozdzeZN5IpAYbzhBrx5YdNSaKPpJqqnfkIw4cUSDPNsgpcqrPTQDCKm08C0ebG2LSsKq3EFTixFiDixU7hal6hETJTBeAinLPKcYc/pbl32ja7GOqFCSBkzZVNdKPSrVp4ChtheOGWrBhVaFhQ04wKgdo1Ur39LM+7jhKscbS4ihyy3Yric8ytP7GHmcoXiG93rCNl7iEzI5KSp+TbhGADiwtph+eTQZ19Ucs9a7o8MKEYX78hXqV6DtDXkLQDVrveY3Hfd8R4gfiq4wnxXwt5aYdBeNjnD/ANVKfoFf1f8AKOJcO7wnHi7OHmSeVNa8tbTmFzeIA9IKgBpNPW5xK3rZFxQ0sXl4B2apVABX5lPHIMdDlZiLxUk/vi8WvIY8OHlmR1oLYJMbFq6j3jKTLMfVpzVTKIwC2AMDVetOE0xFc8+7Kx3IactoFDHkcVKYQAvMmmHmCBWxhvC7m7xyEl2biD5UAq3CMIWuR0FByF3hiknW9F185wuhiYb0ZKyscIw6Agkk6Bq2VbjdIo4o0RZGCyOuKnEcTLSjE5ctKEaWiwmNMLjp114gBp39Odonx4ygRCBmDWlNPb9ItJhY4WK8iBlyHvIHFrraMEEYVU1rqT2fGlhmcVSM008fYMvpU0syyZspDCi/Fbln/KHdUZWvK5lGlMg4cPaoeXQ1y76UtGjyFaV4QKVI01oABpXOpJteS08m43zxosT4KYcuzUBjz0yNLRFN9KM2eqlxhYHmwwA9K+wDQbl0UiTFK5UDhIBpFjrmFq2naY8gLbmJd4yH0kgwk6EJEEzoo5HFXuFt5PEl1lrRmwKIZBlrw5SdCoPxuVsd23ax0ddORBB7XDlWqlS31CyKYIWcN0wGppmaUJpw5VYHktbb3dpEmeNZcQckHMRBa1HISYctcyLYWuk8YyJLyUD0ORXgOOvM4tNRbFmAtKgkrr2eInPKnZocjTlZQ9UCvhirzrpjpzNKYhy7WZtsq8NUtDJgvGWeYXd1+eh4deKuVttj/L3T/wAhdLL4W2R+Q+zPz75S/gJ89frsPuFOlKW199vt0sF0D5/xx+sW2LyxXuD+VvkH6LXujDH51eBSo/hPA1OWfibbOip2IbuNKZSRq4NcvWZq2vfo0jU3qYV+MYjR3NTqx4j491nRKvdITghWoDZZltdZJMRK1yACg8NbGRWFMNWQYuHTQa++vWprbDGsrAU4Vrpn0rTP2DqLKkji764QSHZ1oaUBahJOQzOfLLNnIgZsI45jHJielWonMjtVCvwntEZndwSxvGAxkwKscYQfwnCQFXub67JFdyLw8yVvLygXcLLIDnHU7ybdh6KOdBh1paHa8l5ia5bFil2lfGK7lligaLecfYJjx1xng3YY4jTK7td5I7y0U88pwtE4KXi6i75CVZVZ1FXXeRvHpVWpSyXfFPLd3ilhLJcrjcHXzhoHaSC63QbtmXzaMSb28/jMVYcV2U7y0l2Rp8H3rGzFknWOFmk++33yd2jWWXAhQtFhEkhrSuuUMMZdprrJM3CFeN4Z92SzPjDo8bpSmBw4YcSMpx3hZIZzdb3CLvNJDHjeKk8M6SIpaNXO9gVCjSIGRmowalliN3v6w3S6PFd2MCLJLO00s5kvEeJlijxTOuGN5GEaRZk4jZ4ovPpJpbuLs8bQwhI0OBX/ABxGN4vEO7QLd7nJHHFBjDBmaBDLtCG8XRMNdkIt4W5QRtHHdr1GkavMkayHVEWraY10c2SF9l3zKML6SJT2VAqATy/TZ7zPf7hdlxGsN6doyKZ0IVeQ1WtDZrvB5ReTsMZpHWK9ubx8UDCYFTFXhC10yB6CO8eVGyY1arHzi9OGeuWQMR4a/K052N+i8qfJOKU4i5mv16ZXqa1OG6gjU551y1sw/wCOfkUozLiK+XmveeODLpUfTZKeVXks+E1Ii2jfasta0/Y1B38P0ZWOLym8lUw1aNlvcxZcJPbJuo4BlXLVahlJNlEflZ5KTysVCr55M7nOlFUXbUtocL561rW152demhleKQxSNHjdCxzr6RVXDnUI0dDqcNbMkTLEVFcK1wSDuAyWlQR21Iy7OYS7yRsj5EHDXEjYjjxaFKZ1WoIBobR3U/ByXSZIxT+DUTZ94wYlPLit/wAIElOw+z28KbGalftrT/k6nIDU28wu5aLZykG8SjJryK8sx6DLIeu3E3CKWLSx4vVSh7KaYWpxFQvxeLOpFdceLHHWvDn1ypoPop7LEKkr50yrQGoIBbTxJI61NuORYXUD0XAz1Jy1PDVKnFxa10rQnDdhibhaXBK27LUxU0UcjVEGIVrYLvIvNkZcUiIFjSuVaLGGMhHYUc9KjW8XC6MskQUhby4WB1fLGwu7EO4Z1Jqw0PFzNrvK0gkjklWOJoYGCu7OKBs6qW1fr3WEfm7CMogcE8RYjjamD43utwVVFDNSoGXJtKaGyJhc11fHU5HDwqQNPEV1rY3qoZVw1XmWyIGE6fTWmRsrRqKPQ1SldRTrWgp9tOKQ4QoxCmWLId+nOo9tseJjh6IB9dOhys+pGMCncBr76/RytOGiVmjjMi4lDZ56V5/qrae8TqHU1ISlTUmnZAprlx5CoPdZrhB+Iqfg5ABWRsyEPym1OHSorZ7teLw8o3TKtCCXOXaPCyE4taeItJeoLumGULvI5CzZsaMeACnenjbsxKikcCBxnyFXNVJOuXgLVa6yyKE4lhkLg65tU4cI6YT4E0NmZ4DFMFouBASQ6+uckrrhOR4uaqBaqRhiTnXDvVBGR5ItK0phANaKy23UgjdT2cVWGQrVi9E5YcgCmitXVmgbDu2FYc9RoQSAo0pRhXnjxDPBJGY2iNJVKUNFw1xYsxi5ZDtL1FtoI+ZihgvCDosTlMu/jwE8xhttk9XuB/8A0y5WXwtsj8h9mfn3yl/BBt7LA/bX7ngLLJzUg+41tsEcmmux8cV4BB9mRr7BqTa9SRyxZXmbeZ+krvWxLgIBOeVR352En70Ljc3jxDPKFFGnrVdifCnK0gw/jN8mvJi+MgDvjevIyhgicq45DmFsyRIXmJNUGmEVBLk0C8wKnXh1srPvDP6yKWVFwAZA4cb178HtsbvuI4aiu8hiKMmGgYSAAh8Q9biZyfUJsZHv11kRgwwcZkIpnhBaqSU0wg8hTOzbuaZFDUkEIlRDiOeMnHwqPikZ8rebb14LuWk4kNMfAcDMQzuaPhXUqMQr3SSTv5xFVkjYy4DgBw4qYe44gDlXI1t5S3OC7sgHkptNcVW4i8l2QJ8knFi5V1PIjBLeGzjaqk4jiXAeFR4UyI4dbPM1333m6cNdSxqBX2Z9314gCshqBEOyKnlShFRr7zrZlgorIwxuigh8WXiGFcvjDXOgJxk1JjqO/i+vIj6eVsLscVeKmnPn15HKmWVqHlTWmldDp06W2qR60+zeWWW0rr3m1RoAKU8B9votfYrqi4tcTg9rDU0off3VyNbJKIUWQsY5lJxbp8XdnTFipxUHsNoZfxWR1lijcBhJh41YLX43XoCbTIvCLpCZAMsxIBRK8J4H06VNeVsN4G6wjKQNxZcPB8bTiPtOdrt5rMssQjpRSRK9NVl+LQYclemfTKwvW5ZYyClBh7ZqhYk4qV5ZZ5AWuckTvTzi7jC6gPVpVQgnIlQPWFBRlyOlvKBAryRi/kBeEihhj7PMEDPoKew4oi+9+I3Dhw6nOpfl2TnnQWInjJLKAPUeMGo4KUozc+WYQjMra7Dtbu6X2UPn2dyyFj07YUryLUqdT5fmuU0+yI8vW3lwWnjwgnw/5IkmgGZJ0A6m00cKN5tHiTFT4ZsJr/EHLrqeQslzjQecboSS9RE2e6y5ggyN8igHrWwwIZKZyZnCnQ4uvULibnQiysuOY1xujZRVOqmPLGo6lhWtCq8t0FiulDi3sSFYaN2Q6KvCVbtYcNANXw1tKZ7zdJQRj9Hjd+YXOuLBWmIZ18QLJS8y7ptEG8SE0DdrFxYsXCPSYSOllje8NdkijDRqpoKiTNn1xcFW9Icwj0+Uz3r0rvxg72p0xKMGFSQwK0zzofVtdEut3miSCQ0bE2Auo4T4rh56ad1rwkt4ZsOBlWuJqcdaZZLWp1IB0tLeGuokdhulbPTLEx8Ms6fqDPH2jmytogpWmRzA6acrIIAESuBwFFC3M11zpQiuX1IqlquWFOgoh8Kgg9cuVbFSSeE6ZCviQagnP+y3F1z93iOvdrbXV6/VaY8s9NKfq99crXrzaBXSKaTErVDPGG4gDXmK0yPFhpTW0TxxphkAfGXHCy6qXATCcPrE9daiuz5sN3kEx4mR8WYjZWCt8nr1p0tPeV/+GpBhyGIgtR8XzMjWuQFK5i2OZjdnqM1NWNc+zXs9OyvTpY4HSaDdLlCxoy/HYnCda8JNPaLCVkkSOcDdii8KZMaE4qv3drXM2ZoWLBhhSqhW+NV60INaa5MytQUoR6USSJQ1OVQNWbI6dannSuWQlgZnJ4mqKYans4Dxkk1pWo0thkX0rlaSjtroQtBhxIvrKdcyvZBttcsKGDZsYJzw0edSDX5eAkHopyttZm1J2fX+bLlZfC2yPyH2Z+ffKX8GnI/XYW91hb2WFtgJTsvckrnqt4pT3WvnXzm8/wDjN3/avLlE41w3aLX+CVqj/dtfQmUd0wqJDpHhXiVa+sz46CuZ6csUWCBl7YbPf5dpjkDL0zCnTg9dapxqKE54moKCoU6E6+7OzHeSsr1EkSN2IqDESKGlAxyLZ0s8kUzSRLXCFzYLl+9dR63IZGugtRHY4iAMVExZCmWdSOlO42WSaLHG2cklCZE4SvpExYSGxUzA1BArY4bs0eOdmi4KpvGPNTvKMK6AUxZ6ittrXpYsRm2XeYZr04Kjzy8PDIt3w1xMqpEXLJkmSdrW7XhoElnacIsMTEbqPsFic2GoqCdMTMKm0iDCpBCYAV9vXpSpzs68LysxoQTXnXiNOfPLpipaSNPRmuLFXQdPGmXcCcxnYUzUEcdKYyxAr7BkLErhqeVRrz7uR562xGhA6Ea8ueWZ77bSHSbZ2hH/APcrpS3Hrl9vdaV0Hb469+H6F+2dnEmNYb6WOGmEb5V48NKYS3bBY0qTbzWoRGeB2ikYpiImBDVzPEtY2qMl8BbaEV3jarXiMYa46RFWYqM2JXEF15U0IshvcW5iJoHZGWjVNTSi1DHkedaWUC9vi3mBVYssQ4cBybuoSBp10twzxtBuaA5skuoFADiB4sPZyzriNrpv548L3mBlQA73gnT4QoKVambmh6ilLbe9YtfdDUL8Gnzwc6HNQNNbBy5EhYlKMubjMBqEkL8Wi0J7q14id/U1WtFA00BybmRQBugOQ2rNkwh2dIkD56yOiswPZo5oMvijmDby0jpQC9bHJHQx7My9nj/yXm11qLmGAaTTzhgfoi6fG1OVBaJmQUbeSNXpUL4cOH+7W19vpyTzqUYsquuPKNK8lGEHKi05m2OERxJzgFeFuZjzzrqc8QNdRktY0o2tKnta1IXKtM++h6UsySzSNCwq7ijpG1eGowjHmvXIEkZ5W3jTM8eIDEnpMI9Xh9UZrxGnxaGxixEgk10qOZYLQ4qj3Hs0rY767hsUZZCqs4kdhlGyliofEG0auo0raCNITFJpHjQsoi+Tj3h0rqRhWoqK2S+XO5VuqqyC9ScG/nyqd3j32Zxxq+ExsV7edoy0CzSXiKQzmNuCJe0EamTAcVKnoopnagYZlsgRwgc8jl7M7Uw4iKtJgNOAd5py8K60JyIwnd7s8ZJ15ileWletNTlZOEUUUzyxdW6cR19tjgw6/GGn0ezPS1TniNBQg/SPm2p0PKh+qxxa1ztOYl0ZiMu1Uk5/oHO142fJjwPiku6dlsDvotKDhPBhzJGnSyXd6GKKV6QNIY3HoDiHOlSRLUkVcU9Y2a6RxvIpvF4EuMF+wcKVAxdkM/061sovii7jJoyVNcOQw4cqnp61KWUw36srrJh3rcC8WMADtGjCmQzNOZteUeVN2Twr2iRQccWbjRcVWXQDIZ2Kz3iLEAHTdV4a/GpwihOa1zz7JsY1ONjoTUDQZgNjByr2ivM0Gti6ud6FLBKqQw0bFQvxU0Vhp7KbzHxgVkqeFOdRVjVVA0JoOttu3krVna7Qpri3K42Cn/bbIUqxpQMLbV/6v/NdysvhbZH5D7M/PvlL+APG1bKev6vuGwFltstPi366H3zqafptej/81eetPhGp9HK11Wmt4kPPNRgz+gjpla9vhBia+XhJMiTjDuVk78ZDZckTutSHDRuFpU9enaVO+lc2+VTi1aumeoJBDAgGmtCKVx4e8qTYbqRkLLg9EaAitGV6+7tAYcypyt8I0s8XE+J2N2WHI4MZXFjLEknQEjDZBdorjDeFJQ0VFBQUKkOww5V5Vz5kqaokmEGlJJYjKz4iKgYcUYIoKiQIQDi6WWa+sfNrs2+YEs4OHQDLJuE9qtaLTFQV2q8cU8F18zdomkQLjvRmrC5wpTeBFY0q2EHKvN3QSCSRmhjvMjqj4yxLy8X73UnAO09RUdIpnlXeNQ0eSPFJUZnU6aZ662xzzI7ysSRHQImLqdG5AU+q3o6Auc16564hl9dsWPR4wFB5swqadQLL6V1NOh/9TUrrY0lJHMYa6GttpHESd9s3l/8Aadz+3j7rVU/oPvr7PZZsRGY8dBpnz/RztMtMMqVa7PhqVkXka6g1761522fSPc3i6XrcToYW4lANcJzyK9ivD7aWul5huLl3xreAI6yla4kLZV5doDIMVOhNjd71dnYJicVWmDXUSdvQa6KTw5Ygwmu5BJfjw0aJq1FN2iucqcVeYrkDYnFeGwK6nDgcNGy8GBWUslGFScZ1yPWHdw+d3c3uDdu1VdRvY8lIxKjUAGBynQZ0tt2eUKx89qI1aQHCY04pAwwtnTKMEcm6WoimNeZCnEdTXKh0yoTy5ZUF1u7HzrIHAW4+LCA1NJqihJY9a5lrbUnPbVEuQYaSlKyyyLyo0iHLUdo9tVt5dnl5zshvfswH7f22k3bPEoKUWNigzbopHut+3u2f5zvv9Pb9vds/znff6e0N9G1L9fVjNJbpfr5eLxd7xEe3G6SyOFJHYlUY42oy8wU2hs9+i3m7MRv7pPTOGYD3xyDhlTiXmB90HA268NbKSgBCqdOdQfHO2LTdbLklY95iZifex1soYIkLoZIjnhRh2lfwoGZ/jP32pEMEZq1RXiPqGgHYxdxOS8rEuBw/GB4cFDWoyFOLDUg00xWkEchUMoZlDYYSFGIMdH04iwJKkHDZXjPnLCiTecfBPLxBUiNAXUCnb7WeLKtI2uUNyiYgb1VVUYNUg4WZcROXqLXuzBOA0Sop6LekSsDxYqld1xVXsDhIpaXaF+LncwukCikrmR9DFkEyJA1BWr9gdm+ELeLvdhIVhqgwpwgzFfR8TMCQuFjxCvCNLpDEkkD3p0rIXUSGFeDC2fbemSrkozrW0IxxYnSmFniyHxmFdD05c9RZUkkWVmHFhwiOubYRX2591ikeQIzHxTTrz0HLwtUytXRVBxUH8peft9lq71hzpQ6dK52IEpOeXDmCRS2rHlkPHXOzFaHn0r+kjutITnQlsvtl35jO3nMKDzuBsScPwsVeJDzBNOWdQPG0N7hQhTdJxNFum3m8joMqgjHjyz4umVbRTxXFlhlhSSbdxtwSqMyzKOE0ILH1ytedpVvN2Z5IoyitgGWKgpRwaNU9viaoyoCAwJjKSjCVlwlc6nEpWPAAKnPFQGmZ0FmYy3irJhNUikwyBhRqhVYJhNKE4stTyVHurXhSxpKnwpjzNfWWRV1Khi4AyGtN44V5Fywo7FIyKYcSuMTOfALXTO3DWJQeSsDUU+KV7Rz4q0662ju9zfC28XfYSd2OZfQDAFq0gPxcOgAMl5Aw+c3gPg/yV3AjXuIIckUrSuHNgabarynuwHzRcrqF/wBmll8LbI/IfZn598pfwF8R9f3CnQ5e3+23s+4D3WW2z+gvt3/8daWvVR/8RN78b/op31tGadiJ6fOZ5f0WvuzTLu1eQvI9OKsvpQsfPIucYFMjQ2aLd7ta4WqparKda+qc9UFOtdTRyVrwSb6pL4h6ijiwscWp5DllZ9zFJGMIQPNRI98/DmxOmuaGRgVBoaZipmlQ1Qoo3caVAGKRWqZMRqeOoIIouZs19naO7XVWwRqJA7ELiZhCuHDj7VWT0NGA4mytKq3WSfOsc4kICqnErboNmV6gIBhIyJrbDc1+CP4w014KXeLtFcYYmurcBc6Ek6WvtzQy7q7bOlvW9pTeS0GGWGtGwr6QIcdCc6LlbZ2zDfZnhvEsLzYC7Rxw1xTEuzjDwjDkmI16mpu8gaiALGc8winCvXNsyedM7LxgkNQZ+qBl0FKaZV99osJoAwJOfM6DPOv2pY4jmJF9tWTP6aacrCnLQ/av99eliPrrX++20Sec2zT4f4TulqBq86WemHQ5ilQD0p/f3i0jSOxqTUFuLx1P27rRXq6lhe7vIkuCORk87hhJLxMR69CxjOuLh0NopdnyybmNN6oErA4KpiY51MkUlcZ7QOTLhQ23iXqVjiSt2dt9XJ9Bm2a49Msu+0l6eHE8DNHIGOJhiVsPo8Q9rUxU7rK11wRXhgHkE6yEYtSQma8wnaJ7NQLXYkrilmh9DEp0x/CUpUVJwnkQanla+u11Vj52KTzGmGiCgiIzC9pm5VHPJbOsYcV7UlCrroo3bLwSqTpKR155hr0bvKZEYRXbOrSXl2K1UcNWXhpm3pG4QChFtmbPr6aa7zyXnI+klnTtD+Qhrlr8q3lyP/mdmJ3UTZ5S05+X9BYfUPq/ATaGz36Jebs5O4vcFamGZR70kHHE/EvMFNobPfol5uz0390npUwzD6UkHBKvEvMCycB3VRy1sOAAhOlqU8OYGefdWtf02vMdO3dtz/Ewop7+tp7gJKeaySrEooXnkRisi8qRnDhU6VVWA6BMO6UVKijYu/BJ2qVHCOEfFANgkhIjY8cb/DsF6AMuE0pTER31OrBFkjjdqAy0SsSkSSYRk7ORXCqChqQWWtmR95eFcErUJHdwVqd3gYFVbIUL1bFmSpFvPb7IkONHeKMMsj0GFY8mUMsRyxYqlsyg3ZLWYi6zb6N3bzgyOVrwpkivjXEtCXEi54SopitvIsS3NQFkmmvA3Svw70Qx6u3xaVOJgBzteLrd5Z4FgdIrsMMa4p60Ly572hUggVbg4iTaNL7e55rjs6Zr1M1WwUjruo94zntufg1UaUIFCBDIXoJAr60GLCDTnkuVe/XI2U4gWwkmpzrX7aAeFloaJQr87hrn9Z956WVyxqBn7zWnjSvttiH110+2VOVOttBke/22IbLhxV6fb6LEA1pXIWkVdTUYl1rU5ZfbLnpZsbk1r65qPHM5Z1/ttdtqxNMsEbk7SgilaNTDIAnnKhdTFQGQaFMzpbewzy+bphjO7mYBYziwleLR04amqk8RzYWikS8veAWasTekdex6wBIwtgzY86Vyt528WNZaxuc5DiVkLimKiYdcueRwm2K4GKiDE6Th2bkCMJyFeJvXA4teSL265mKIZRUw0Tux/FqQCKdTaNzdQCcVZ5XwysKZ54QCqAqFxA9epDRRbxRmMYxRSsxzwFOwneQOIUpkc4zHDIl5vsy3a7n4sTU3stKKKUxZ+kbdIxrhcWOyo8lg2XGCmfwqnHIR0BZ38afJttWQZYmuJ/8A0651+my+FtkfkPsz8++Uv4C/OH1/cX5WX6bDwH3AbC2ztf2ddv8AxVtef+cz+PwrV8ft1NklfJYoZp28Frl7ae2tvvm4JaVpMWEnhO8La/xjXw9lle7/ABfSFMotymeR9ZwDiwKGZxlT0eEguzSunrhQBiBGisdAT8qnaU0ytQMd0VzMrIBGdQfjMRkQtKt0AqbNSV740a1kTdFhJIKBRR6oQDQjMeGoE4jXdha4kkkKLwE9smoVGDD0VCWoKk5CyDeRKsxqUUZFWAXAxqG0+DFKucqAa4IIfMY7tNhcI7RGWRhVZpDi/jLE1aMR3kberKzxXfyT2i+/Maq5ligiXGMBqBhYlVGWVVter5PHiCxPdoZGrvEQYThPiuGmXU2ICkAAEHPtcl0oDpqbYipK/wB1aH6OY6UztGV1Yr7KaZeP91suTRg5c8Y/TbMGnhl9h77V+1Pt9ZttA8t9s386XOxNK+Hf9vGtpGw1oKfatmZk7Rp2TQDrbQnI5D6/bYbQuIcyDF5zd49GD8TyxrTOWtDJH++Zt26hiphEUilVOpL0xAsS2VCPVXQ5crXe8wJne7oMcJcjFKMK0XTiJyrWp5D1l4Lqza7zEpZlwUGBjJnSoC6BdM8QNrjB5q6XuG9Q4WdlZTC7LwhcAwlTxA5NgPsF5hosiGYRuKtw0KkA4SaHocPdSzXchxditJOe6phU4WopSTkoU0Z9fWIu7rSS4XRl3DsMhO7UjMtPWjxGR5agSS4ZO2zYbsE7MEYrkQa4ggryyjUDu4hby0Ou8vly8f2EO/v79LXgV1kUa894K/R+D5QohINNkD+V989Rz0shnFVxZBa0w1yJ8dacvHROAVAHKzAfFsv93Pp9ufda9z6GO64UprvZAaU+bmfZaS8fw5VsXqVpRg3d+vPO28UmO7k4pmw+jVyAFwio3inQhQFQ1JkAYG28G8eUZKwpUk5YhXRuauMyPWOtpBPLggArv3KcCgcVEUEscIp6tOZtMIC18bOOL0bNSVxxOMehFAKgk9AuLFYNwiKqcEszU41pQ5VkeOlQiAbvOlTiazrKySxxo0jwoDSQjE9FAb4ThwsKcK8VcTUFzvEGLZ8EbjdxK3BEYWBfEjEpeHOQGIDhyrozT3rHIl3RzJWNWjeYkcEUpU1Yl1PaPDl6oyv99vEY317kV2kBJLhSRRu/EM+zUHwtGKEUag14hzIJyp1z0FqspodPfl455nU9+lo6HniJ1+2VhhB7qCxqD1zH2+2tvG38XnYmnu+v2/VrZ2wamwBXtnWmQPIV0tIKE1AA50zzB1y6289uQkkupUb2JaYLuY+wEGu41HLc/MzWImDdrvvSxgmuEFKgs1ST8UrlobXt4V3kLIt5EQdg4qGeQouvCBioKkUqcIybFHdzIBR8WEkmQk0qWDU5sK/KopFLXSSK7ul4ipFet6w5EcQaNeCinC1K504bIrqJYThkxIxpkmeGmNa05c7MkxkW7ghllHbXWixymhIJ7StwhAxHqV88nCmGH0V0cLSPAi4piiDJG3aCKOOvN1oUpW/sOxuN3XPnGzvXl2jrlUUpbaXz7p/5K62Xwtsj8h9mfn3yl/AX5w+v7iN0YH6bCwsvssppzFrh3XqDw+FW07H+Hl5fLb7aG14ANCyw3X/aBce1VPvtNvGIu+8LCnacnOkdc6UbiYDL5RzCxx4VKHgThFBUcya4m6klvFrM71mmxZxx0wE5HjbXl2gfYc7Pd4kF2iHCAAxGoXCtScfrEtQtllQ2KnGz48da4Soyw6a8mwkDvtivjTxh3QhQfplxZA8VQc615UFq3WcXeFcMe7Wod2UDiBDE+rrSvjaI747llExLgsZnUBVSjDEyhjjfVmyyBzHlXcpovN4p/JjaMMTmgzdIYYyQAJKkM74SMs6ULZxoJmmmcGWWZEwRyVYUUVxHJeEDKuuRJFhEIqkKuMnPT6z4npbBGtPaD0OlLCmMlkwjPKvU9PZp1sQ0jHiiyz13i05n6rEec9NSefjYekVziAOmndlzttMZU3+zPzrcrU7vqr+mzCmfTu+3T3WfeIo1p63j4HX7GlrzmtADhANKZjQMumVBn4aG2LhapxAZg/FJP06WlniuoW9ANiVAPSc8SchKpAYE8LaNyIe6TzPDeUyQOpTC6V3Y4moqE14SBQ1Fcs0vUd6jx4jHeYnGGVsS6NWnFmaNWmerMK2gkXE0jzRMcIqY2SRcnUnHl8eNylMjQ8NtouI52pemKshooGBTQhqgipy7PPWypHFJvmLMQzLifHhC5YSFybIHkadqtndl4yuHdtxmR5mwl8NMLBY8YZWy7AGekckZaSG93qNIyc2iwyDeRsdTkeDmU1q2K3lW1c/Pbp/5QdemXfllaU17Lr9YP1fYfg+UHjsT69q2ibCK4V5WoLP4WjHxioOXKor9ha7QHIXmV3fvVEwj6ZK+y2O8YqKTu0FQ0gr62jCPEuXZJ5UGoAK8IwkcKhU+KBXsr3DThNFNt4qNen7ZjHo4RhxZ4lz1xCn6MIs0aeijHZQKami8hVsIypVRmScR5CFMMhZWwsykLidmxEUFQdaDSnKytenlBXetua+i1DUzpVjmrqM651oTZWhvO6hdyYYo8SuuZHFgxEeAAxd1ndmxxxZxxFcbSs3EXw5nIKETXPMkU4pLvKEuUMU7NKz4aAucS0RACxSmFsWGlcPqmkMELyNukjxnCEErkEl+ZNWzpi4dOQtlHwrqT4cv11sFQUWupIPdZlXHiYpTPIAa561+vmLYd8w/lDuPUf3G2E3ga82/X0suaNWtdK/ULUIFKWbIZCoBH2HOz5V1JXP2WONVBzpWp6+0cqj9IraRsS4t4MJDVPrHslQ3Pr+iyEKj68Pc2eYPWtpL3crrhkFGaNExFSleJF5xmpWRKVoax55GgvLreojWhHGcsLpm2ZCDgpQkcjWyTRXiGSCcccSZSY1YGuHg4uHi0qK4cq2YwlpSwxYlUsGLeqf31TyIYkGoIJGduJLweDCz5FClMPYPrYR6rDlQWS73dHxFQjqzIWxMxxMcqZUzocWWVFpbdsppNgiwdqRFVd5JKMsqnBgcHGjhyMhmY8RkEyXieOb40e4kwhqeurijjQHTKlr8f+Z/+Rutl8LbI/IfZn598pfwF+cPrt7/ALiH5K/VYeyy+6wytdmp+/xN/tj9NjX1pz7i+dkQmi77fN36RhfHXPlbeELRFKcfCiKnTPSh8TbdxnDEzZSUpIzZDD3R0Bw5g82X4qhGGPCScSDdCqfHK0OXrJhwmudCRYs/GvDhw4l4WJFIwOKleyoCrQGuGythE8skandsrgQYaAmcHtKgXgwt0riOTebp6a8tTeiIMyrTtR0Xsge1z6xpaL743hoDKcZuaLqPn6JUDMUy0xDK13uFwuMUN2jUXbeFSTqq0L5tjYcWI1xa6m228V2W7qNgbQZ8AGN1TdLixAY24dOQyoDiFbnHFCsjtGH9J6o8BoBlw88qdxQQKB6zgV+mnOzOIAaHDqQeH9HMd9LBqGLCPeaUFlxVIODP+MP0+/2WAI5AH7U1zsCNKW2l/n9mfnS5WX7aAWYUNSaFlFPp91pONlYd1asaa93fXKx4nWvRCPWr1FsBvEdMVRWoYA0yFchTOxxK3ySOv01ytHP5tEL1FSpZVIca0OjLnlUZjwJtMl2IgnMlHhlYOpUZNQNRhxUBYGhCk1td4ZcSL55Bu8P72wmTMPTEAw71xrlmLbWuc3ongvpEEuLDjXChwZMC2tVpWhHDQk2j37vNg7DM2I4uS8Xq/JNcNAeVohN8K1GG87G8YAIvsjyB5NXEM7XeIiokLTqeknqnnzXDWuhAt5VV7XnN0P8A3QV9o5e/wvx0wKzeGFGp9P4PlB47E+vatovmr9x/Cynorn/Zy+k2uWI8MKYAvxnaj1PcOemI5WeaSlHGIu2vPJRXWoNFobJDlGuKqrl6RascU2VMXyeIclAawjjdSKYWMkeFRn6mVTn30bLhpQ2xuGZ8fCRjxEgYgxHaI+NUqoqApJys6RKk8uINv3V9zFjU04aA76tQxPDlUGnEBBdAbyUerUUsrPXDy4darSmHWpNt/f7y03m9JzckxKOFsWFpOY5UGHnSutvN49nQxXWnDw4DKsSuaK1DowVWDaV993jdBdEnlFLsnbkkJDjEBmwjyZ2cdxw2S7xQq+GNcUja8Qry5mpoPV56Usw3ARFBzprQaVy+utt6sHazHE3hn3/osZBWOvZXxNevssFox092Xjl9uds+uv0fVavK1bZ8lrnpz+rO2FQRU5lRTTr9vrsMLkMThC0OeutM69Otipdlzr2SBpz+vTXrYLv42ZQQKNxNrTtU8LZocVcsuEjnln9jrY32K6xh8Lb9aAFsIzKOKENTMcmpnpxbq5OtXL44JWGIEk4MJydNCQCO0RZVZpIpYzWMqFBw51jJpxDqjNQdrDWyMzG73qNaZMymSgyYKGDEjqeRoSQM6uXlvAoImJBLtlm3XuI4gTStTYQE+mPB6Q6ls5mTkGrQrqMOS0tNGRndrpI8R+cKt/KVq95FbX6vW6/+Tu1l8LbI/IfZn598pfwF+cPr+6O4lfcf1W8Mz3WRfabafalK2g6Y0+hq9PA8rD5zn6/00sYKgLFFXP4wFSa+32eyzrvCsCNVeH0jsozJoDyxYa10GVpAFjwt/CLiXxIxdpRnlTMClLQlomEkjUQK/AgYA4qZ5cu7sns2jMsoDaVpkrDMBOJsxUUwhlzp32d1haBr1JUT3sM0ppViscPZzXiJfENM+HI3kBHvIwktPixO+a75qUHAA5pEtMZxFmPELxtcK7zGRbqkg7bMa4ygUABRXNq60FS1oJVHpPOAoV6AxkULMoauKoPGx46/xabekaaS8Xp9h7SeUPXAoMl2bAKlmAyQAGtAKZWSXXEMIrphoOvQ6fVbDG5QSUBA9Y9fZ7LYHJO7pplnTu1+3hYYhyxE+HLrTnYp/lIj/wDmL9uVh3+3pran2+32zttLvn2Z+dblYUHKzakj3WESxpgixFq1+LzJy8cjzysOqgsKZAD4oHTOmZHtskc3ErliteWY0PIU8daUFpVqclyB7jTL4wz5W4lOGhx8OvKoJ7x0y8bQ32HhilUx1zBSUZ4ThotZRUiooWUiugtc473m+/u6iZRmY96mGoIFaaMTlVetKbWvyh5VF5xpGACBhSNa5CtFOEtWjV9llaWNcjidMK6LTqOzI38bBXQWWJiaDiDEBcDHE1MjXiYZHsqaNw6WlxGs2z/R48zvIj2HNdRiieh6MnM28r8NPh7g/wDKuCv3fGp9FtqNz3be7DQ9/tOvQfg+UHjsT69q2i+av3H8LEU9Sh+g/UvvNppWNEgbKmoAyyr2q8utt5K1FTFu4lXPAzetRaKagV+ecwLbrdxHMgBxnVj6hrUEnIGpp32WPA4mlWvG1Y0pXh6daZ50HrGxpKxlZapgWsjmlCsVXY1NaaZ6hwMrLdkU3XGC7SPWS9TK1EqEYYIQpqMRXFq1KtW28gEauzNiJxloq0Zm4v3xzhA4RGoxrktFZJokk3m0y5JFcbRCgG8w4cKsVNANVLNSll3famhmG8YDFGtMBUL2gAwNDGQc2zJqzKwZ73eFOA3iX1auQwxEsa1qfZmxyopOe9WpJz8PeOttyrkKc1Xl3n22DvWqmgpUDUch9vGwJXs6GlMz+rw1tg5jn7R42AP2+3jYDpan2/s9lm6Us2RbM+FpTu493EpUVrTFj79acqe8WZuYUAn4wPydMqc/5NkhlqXCgqdGrnqeeeXsHhY5k4XGuoBHv5a29IhEfzeKuvOtdSLNJA2BZwssBXFQ4aAp8UmM0J54SGodbYJ6JOSMbgcLNyJ+KG5GgYYsq5iz3kqZ6jLhBRQ4OZwrkvaC0FNctbbxlGhPZWqM2IIG+Z28vXw4jWy+kwtdyN3KwwdjBlkSeAGtWzoCvFZ9oHKShu84pzXSve0cid1cQ5W2pH8SaFfddYLL4W2R+Q+zPz75S/gJ85fr+7IvQg+/I28aWeXvES+OrfoscuVoO8r9dKfb6rO55cK9amlaU7iPfnaQBtSQ1KknHThBGXZzJ00524F7TORQ5YcXDkRz1yJGVe4VAQqx4Vwh0WSnEuMHEWQ+6q0z0cXYb+duFp3NFi0JpvKUVK9KnPLnaUzIl4aMnA+BXKEknIMajJlw4sPGVwimk0l4dXIEUcceWLC5D1j5mgGZFXNQauBitDBdFUyydpZGzzGMyVDIEijDuuBUPDqzDDS5XO7kvFHs+BUVAqRszljJOajI5NhYU7n7QtHueKjhp7zJ34uydFWnCq868XRdu8pPvJtGrkismIxUc+FMNR0bnaIFgQiqe5vW5e2yxjIR1Y165/VRR31sy+uSfbp9WdsDISO73dM7H0TCrxZ4v8ovLvsBu2HOhOn0W586/bwttKn8NsvX/wC9blaGcQ+cbydYcG93dKxSSYq4JK03dMNBrWuWbfiuCtTnLipX/ol62djJm5z4e86559LTSYsQTCrEimHeE4KCueamv6M7ANeY4liidl3isA27UtgXDi9JLTCgoAWpxKTY5goQBhKnIinEDiy9302EMUinzuRYUidODFMwRRix9nEwtPdpLxSOQ8I3Fd3QhloROpOBhypXTrWNo9tHHAWvUeK4KaRXOJ71MmI33nHE7L30qGJqdq32HbG5N53t6aLzLHuY41XEobz2Pe0VTqihq9nIVlng2uIjd4t/efxCquGmiu4Kp58uGjzrwhiDVmPOrldrb52BVWNwKBdel+NaVrqPZaZAy38SwSq7SP5lHDEArbx2PnVRGynCKYnL7tAzsqt5SOGjwzybO4omaVKeYIvCXjgc94aJGVuH1bXg/fy7wy3m5vMLt5m0l4F3EbyGX9kLCaRK0273ySvGMkJKi2I+W0O9N3N681+8jecbgIZd5+2u5+BG/wAG93u64sHI7Y2NvvOfvTtS/wCzvON3ut/5lepbtvt1jk3W93ePd7yTBXDjalfu+UHjsT69q2i+av3H8LSy8yCfALioCdO1WzR1qpquDM4yM8RNCMHDQdde+zKUxLTjq1B05haAfQOZ1swqpNH3cm77EYrxIy4q0IppVjqABYi6glS1Zr3LzArXXiq9MlXMDPLWxXdq96J3aXkgFsVKDjxcBqrZ1LBQ3ylLte2EjyyssuEDeIqCmenC1So4QpzxhK5RQw4Nwrq0zuxYxRA4WMrFuN5KVQboLVqYRnW+XdcSop3aEKqx3aKNAgKrk2LssVyrpRrVhUpEsLfjD/CO/D6zamudMwvLqYcFIqOodajUMKschSutP7bJn2VwgeAw+FpGGka4R9H11PutwdpeXvP05WwMhPIUy7+htTcOefa//wCaWHC2Q5n+y3OmXL+62vvH9/02fPkR77NTtZj6Rnz/AFVtU5BjU5eHvNfp52w5luE4qetnw+1dNe/QVDyDgyoeWmg9oOXI91pI3AKYsiahxXVKV7/CzQzhZYJDRWY6AZ/xWA0Fcj1zs88lHjgLSiVcQZQitipQ1+Drwmq1A7VMNkvcEu8XGR5woFMIAYK/xTGB1Klc05qqqH3wb4TCrODTkRnwOPWamGjU79/cAJFwjFCWbHWlXePhFRw0C50CjCa5DAFpLeTg4ia4edMJ1pwjnxaa22lE+bLFBN3MMZAb527YBvmrbatOcl1P8q43Un6TZfC2yPyH2Z+ffKX8BPnL9f3R0fL9It7voFbXU0+ErIe/Exp9Ci2X26m0WWhH0acuf9lpZMvR3YynvZs1H+6P18pcWbElvlZkkkgj6fZakdS78JULqDpUjoDh+vKtjE9cIbI9gE+sAdMLGufF0A5K0V1XdiOqyZCokzrqRUsQOLWgyNQDa+GSWJpFVStSCKM2ehqZcqkAtoa62pdSwiRVRmYg1CAqtaUGhOfKppQVtXEzStvBWuLDG2EUJIPZw5HOvzQbLvN6xWgd6qdMObGjLhApQKQApw4edpN3hAQgYuPVQqg54c6LwZAitttx4DUeT20wTXVzu+Y59/jajsMe6VaHqigVz+ObBjXRmz1qM8voH0d9ll7Irpnri/sz+uxK1Uilac/bl4WZCajeRewiRTX9Fqk6Du77Zge620hhHw2y/wA63L9VtnmXCB505So3m6l8yvUcN4aMAs6Xa8SwyuMLNlwpI1EbZ0t6vizzN99BDfiZptxKVuwu8rytEZZN3IGpKgkN3LBozvoWiF1bz+KW8rs6WCe9O97U7xr7PKiC/Rol4E63cxL5wMUNB5u0jQMQdpwxbQlIvEVzYl5ZSt5eGNVnhaQQw79gWZVlmhj34i4sTsu9wtKfNI9lvBDFRt0t5bY3mxIipTePeywealSzYi+AAgJFfY0ue5uyR7PbendzKI1lbdmLco283szXtHxSxy5neSSQpcbzJebsY4L7dJZN07SMES8Rs7YN3nhWpPOmlTa7m+Xxb6/n6uJ6Tzeb3Sjq4ZpYlm3crvHJHdghMIhk9FG82FrmvnUW+X7+GSWOOZ44GvmzI7rc6uISZPSqWJiWTdhidai13Rr5HBfPMr/El5ONcJlVBdIAQhfHAcZ84RWEImiUSYYRgvMc98hlvb7MS7zT70/jV4G1bteabx+NzFc4xG08oXG0JVTIgieV0u81xMDyo1yhWe8yT3eEY6IsUsjXe54FKw3hLvwTSBTHvY1WZbzCrAi9XR4BIoeURtvYbwhYQrI+F2gETFVbCrlqEC23o5J4k3XmrY8M5RnF1xbpaQ4sZPAGZRFiBbebrDIy3eTal0XZfmJjkujPS9b8w4pFD7veLjv/AKdKXjzTdFUky3sFhd18o9jjZn3v3RunnkHnfnBu+J1ElMee0MV4H4x5puiIzwE3e3lbLE6SxSeUm23jkjYPHIjbSvJV0daqysM1YGhGY+75QeOxPr2raL5q/cfwteWBz4II6dcgT9BNeTfSWyqp5cqaVJHDmfdn32wIaq1Wfh4Vp2m5DkGzquY9oL4qJionYxJy/kDQdpuuZJ3d29HB2BwgaZYcyMIXnho1fdZpXlQsl49KVK48KpUGCmVBizNMKtStdLTYKrAzNqaElsNaNyNc9Tpn280jjdt6+DeSDCeMGoOJvWJJGeVTXFipQynFm1atTCWJbtniJLHoWqaMpyAO8UURmYijE9WamI0xMWo2lKaEWjRI2ArHn/m2xfX2uotwnjOfeuKuXLQZjvsWpoq06muWfPl+mwfroDXPLP6KWqlQK5j+7UfY2IOdM6/WD42LH2afqtRlGfd9vt4WzX3ZeIsQOye/3/R9Vm4hhHDhOXCM2Ne+mQ17qAC0QyManUMMqLpyr9NiSSS8mQzXCUxYeXTPpmMxaJkzITG/KvGwxcVNCAp9vgRKO1XPCa0K0qctSRnnS1HCOQKSJoRlqO+mhBx8gNLTRkOoZJImiZsSyRuCpxLw1I5aaaWVY0jvd2n7V1vKDBMSOLCDiQV5rVWGikFWAbank/LIztGWveyjVZruCDUJQ4njauYAkZOAV1wlJ8cYrnHNjVkap0J4dM6E6/THfbvFLhUpHPAgc0Qv+yd3gJAfWXSnbJw1K7Tr692CjKnYUnTInUZkL4VttHxuX/kLrZfC2yPyH2Z+ffKX8BPnL9dvf9wMORB91ia6tGR3jS1zw+quA+w5e6tgSPtSyez7d1jX9+UL/FjjxU9pItMGjerZK6uoph6gjrQa+y2Ioc848BkxtTLirr3U4m07Jo2G7XMwjCKyzLuxnqd3TGxApw8K8Nma+zXq9ySAY8LtAg1HqcZYZipl0GlsKbLu9a1LSxiWQn5UjguT/G69TbB5ldwuVBuU/i1y1su7u0a6DKNRw9Blbju9ag5lK/R4c/eLOsV3C9PQr/s5CnvtP6Ar53d5LqWWvGJhxKF68PSuVkwthhjcFsQqe4ZcOmuIgdLZaNp10+rnYllyxAqOdF/XpZm7Jag1pp1s7uKekhA7/Sr77Ec6/atsWtton/K7LHtG1bmLbGbMMst6I/0AA09+VmMjveJckUtIZJFzJoKlsK8RbxJNATYbq7Mo6u6qPbmWb3dNbVvl4RAx4gnEwyHZZ/8A024jJNhbFxNU9Khcgcvk/rsY2gIVzxMIVYD5BxGuv15CwD7tMQ9GzBruanlj4QQfinCa9LFrteLzA5WiNvWwHShYvvBU5dPZZZILzihhvEV5DZYvRsjSK2uRCVyU5mh622VeoFl9BPtUySQ1xRLeLxA0TZdUzKk0PfzC7Wju20bvq080IjmRCKAKeEtJzwqNKnOyRRXS64VoyjdoxRsgRm5Ip1ODIUzpaK+XSFYUn3ocJ2FYROyuoAouPSldanKtvLE/5bZ3hxbOT7fRadSK8C1H8bPQfYfg+UHjsT69q2i+av3H8LLGehnI8WAA+ge+tiCkivjDYg4ow0w0C4s6jSp6UtURsZeUcWJga58SUqXPxc1FenZKxQeZwNwGWQcQXqsS8XXN3Ujpal6e93slqvSUwxkthrhSMAhTQayNn0qbIibLuuVM2hVm/lEYideevgLCtxu1V7PoI/bTIWyu0ag9ukaj6lscV2WvUxA/ooKHx99iIruFzp8DQ08RhoPCtqebyIw0Kmo6jX2dO+ybxgIAGSlDUnn8kUPeTYrT7Dr7LAspxCtKdDp+u3CeJmrSv0f2d9iXFC2g/SRYe2tgdf12qBrn77YFyYg/b6AOlvRpvHqewakjmppXn9NiUuxRWGbSOE6VyFWy601rYC+3kKCCTuxx1Na8RBP0WxSY5sAIYucRz4jUV0OtcPhTmLu8JVNQ3m4KtXvzbh07J55crZlElPZILwSOOgGIY2Hqlc/GzNcrzNDKc1RjwGlchjxVPdvPA23sTRlLs7tGQMONTUirKsjB1YilFHca23kqy3SRpAvnEQDoG1zypIMWfGMXyaWjG27nc70uQ873e7kZtQAMiy8mNKAkaWREudzYLwq27TNWrkWLE+NaYia4c7Xs3ePdQz3SR0ANQjY0BjGQyzqNcqCuVtpgaby60/1K62Xwtsj8h9mfn3yl/AT5y/Xb2/diFaUlCHwxCyq3HGaVH252UxyYa8jl9j/bYdMD19x/Ta6DAGGAsQR1+j32G4g0OrZxZ/vjakU5LTMr70ml9NOMzM+oryRf3seGffagAHyssxamEe77fbxt2czzsOEfr+v+61Aq1toK6af3WzAFfsbbG4R6TbtxR+pVhLUWZosg2oIB7+6wVFHz6Z9KU5WGItU9dadO6wXv1J1/us2YoJLvT/TJYDLvz587EeFtpj/LbLPt++txtsdWWollvK05NS74vt7LdiNcPIKK18BzsVgYRnThzbn34R9vAjFilJyZtD7MguXhqdbB1JNNQTxe0aZaZWai4XrnSnEMu0P/AN2Ry52MEvEjrw88xzGmnP22EYmIirxJm6GuR4dM+tAf0tLG+RiZqZMvZ+1LX9L3FvN3HcN3piXeQNipXUMAKg1BHKx2hsPeMiNjkhiBwsAK4miRTxD40Y5n0eG0TbvBJK5EsYJT0vZaLI0y7WI61JtAC1UVRWlOHEaHRciTiPv7reWKn/6zsxe79gp48rS0zqF92f6R+D5QeOxPr2raL5q/cfwtgwAruEWviAfcPoszRR7pW4TK4xbpeeD4zdNCop42xhay0o0zHFI3t5D5IypqLUChRzyAr9hamH6LAYbDhHu/v+1LUCgd9tNacrZgfpthaMZjlT9NbejphxYhVa/p+rU2whaAesBxHrrpYAlqkAnmT9uhsOQHU/TbkTpr9dqZUHfbTnWxUfYfatnZ0xfJNafqIOnO3YjHcAPq5DxtggcR69n2anT3D32AIY1XOQdqvWhy8KYai2McSkU/vB5n3WBQYD61KYamvF8g+HtHOzQzapRlJ6da9DlSywvNihyXdvVh7GNcFO4gV5U0DxkP3NQj7fXZjNdwJpKjFhStdONStHA1qy+Fl2hs9XnuClmkhWphQYs+GhMeIZNUlMhV0tDFGOGWjUHAM2qz4M19F2cNNALFCwIMe6U5UBK8K6fNr3a22oPl3P8A8hdbL4W2R+Q+zPz75S/gJ89fr/AkA5OrWjpzUfotGB9j9s7NnpHzz9YZadLXSJOcdD0HfT6rCOOMCo4mpxORzP1DkPpsAunPx+32Nv0d1vZ9v7LZAW05/cysLXVbpJDHNc77BfU34bds0IkorGKrDNwdM8xUZG1N5sP+Tff12rvNi5/FW+2oJdif98tlNsQnP1b8bMbxLscx7yCoiW946mVMHbypipi54bfCbD/k3un12qJNhf6O/H9NtoG/tsg3Xe7OL+arexPX75XTd03hwU3mHHXPDXDnbYu/bZJnMt6803S3rdhvNqyecBzioU7G7zxa5Wd5G2acXxRegPZ/fbDKsfF/B9gV5ceevielsGEcQ6HlztiUJUda/T9jX6LZG7BqDlLxd3j9HS2Gl2FM/wB917sz9Flp5vTtA+kwa/RbAkmx92yleNb3vKEU1XK22bo7Bnu67JRimSkm6sTTQ4emhpnQVpbdSDEhOeLPLSlOv1/Rb78bPgQZb+8QKgCGXlKKAHFXPDox162asZjZ5co+ShGw9Tzrnbyuccrzsn6dmIRoedO/9c0j1VECli2QoT+r8Hyg8difXtW0XzV+4/hYRn4P0WM/JAAIA68j9VlijjCIADRRTxPt1NdbZZjl9vG31939tvt9q9baC2lu62X3PC1D32IBybQ/b7eFhR9BY8eL2d9ia1p1I/Tav6vt7reJ+jPutp7v12anT7d9mY4jU1A8bGPCKBqjT6Opp/blYoU5Vr05e63ZyORP99cx9utm3ebc4zkDlyNsxgoKfo58hl3WGKtFIoeo/QRaOuuEWrn7Dpl3WMF4RZI+LEHGIGtetcuotedo3CAPdeJlgC0ELyZsEpSoYZUPZxVFNLXfIhi4kK8lxGo/2aZfTba3+duw91yuw/RZfC2yPyH2Z+ffKX8BPnL9dvb92aT5QUeNBa7H1sIU+K8B99K2T2CwGWYpaNjTFRfECmX6/E2oCaU/tt9OVu//AJH9Fvtlatn/AM7dv/Hjt0+39tgK/Xbag19Nsv8AOty+m3k3l+/3z2/ilLEdeX25fpsK5H6/7bHryyOnj9dqEVPt1z9llIXMdx5V5a/otg4sWQBA95+3TpWwUrVl9tf1a58rKKZ8+77aW8pD1bZX/lH6WzXO2EiobLP6P7e+0e0Lt8FI1LwmgjY+t81sy2WR8a28rp4aYnm2TKC3IR3RI/8A+TTxtLEZsiq5YQoB8FoMh8avd+D5QeOxPr2raL5q/cfwsrc6ZnLxtStu/wC36bfb9dvt9uVuv4dCbAH328ft/ZZh3i2ptr9duvOtmFLYeWn2/Rbvpp3/AG+3O2ufPI/XztSn191g6ihprn/f77ALUPX7d39550t2akUDcwe/wtGnyR77craZ/TYxyqCrdrTlr9Gn67CWE1uk/EvSN+0Yz7aYNNadx2hNyeS7mvWl1gH6LL4W2R+Q+zPz75S/gJ85fr/AX5bsfppbcMaK3Gnjow9wDew2HstGOuAjPTPOvhYYbw6AgUGFOnf+jpb9myDP4ifq52yv8+lexH+q37Pm/kR/qt+z5v8ARx/qt+z5v9HH+q37Yz/6OL9Vv2yvH+ji/Vb9s7x/o4v1W/bS8f6OL9Vv21vH+ih/Vb9trz/oof8A02/bW81/zUP6rftvef8ARQ/qsKbXvJH+agy+i2CfaV4ljxISpjhGLAwYCtMsxrn4fc9tp9nbQhM10vBjZ1WSSI1jkSWM44mRuGRFbWmVCDbYsUQ2jhvM15WWu1L6zUju+NcBM1U7yuoy0tptOvMffa//ANN9tLZDaPt2rfv6X6rEhdoZf/ad9P1y2yS/AfKv16NPfKLejW9N/wDjbyD7t5arCaJctb7eyaexv02pJ98Gb4y7SvqfQsv21tn98/522h/TW23d38/3d0Nw3WHad9Demu7O+NxLWTPTFXCMhQWzG0/53v8A/TWJUbS9u1b9/T/Y2ckX3OoWu0b2cq56ykHLrXUG19hgB9Ndd7IzSPJjw8UZq7HRaZA/opO/PDRe9tF/X4fg+UHjsT69q2i+av3CLFiutuwPdbsD3W7A91uwPdbsD3W7A91uwPdbsD3W7A91uwPdbsD3W7A91uwPdbsD3W7A91uwPdbsD3W7A91uwPdbsD3W7A91uwPdbsD3W7A91uwPdbsD3W7A91uwPdbsD3W7A91uwPdYFRT7myPyH2Z+ffKX8BPnr9Ysfux91R72NldMimY7jy/tste0KBl7+vh0sTXsR/7xw/UTZIa5qFJ8WUZeyvXU9bBhmDSv2p7LU+32+1PwP1/crbP7tBy626n7d1shbSx15d9vbYCnd4fVbZt5ukUcz3GadzHJLucYliwAhqHT31pwnUVGybn4ffEf0dh/ga4/zkOX/R/Raj7GuVP/ALxX+jtnse5ivLz8GvvSwX70XL/XV/8ARb9rLrT/AJ+tP9237WXQ/wD48U8Oxb9qrp/r9P8A+O21L7fYoYG2gbnghil3xXzWJojxYQOKqkc61FKUYn5OXvt7DXOnf+v2d9pVU8K1+s5/bl7LOwP/ANEwg16sF+uop42kUH0ad/aPX9X4PlB47E+vatovmr/iXZH5D7M/PvlL+BH89frFvb93B8Rqe81/TZe+2ONsLD3HupbBKd3JJLEgqeHhBrRj3uMjZziyxsB4YiF91P0WFcwQP0fT3Wy6+H9nv/A4cz3Wz/s/st9vq/X93Oxt32zrbIjwOdtFqfZbvHh/fYn4or+uw7q+P2+3hrb69LciDbT7fptkLUtUd9bGo0tlYtTSzAesCteg9ans8dfZac1p7fo5falrzdoG9GiXW7SSD1tzgUqp0wkxkk8/V5m0nfl0/B8oPHYn17VtF81f8S7I/IfZn598pfwE+ev1/gTJ3Bv0WFj7Po8bd6yo3hioK/7NikN4dY3q4WtV17NGBpnVeEWVHCSMAAaVU09lfqstYs8qUfP/AHf0fVbsf7X9luQ+n9VtT4fb7c7Cn2+2Wtu+2dsvuV62NtRlytTUD6xav21tmft3WJ0y9ttcjX9Vsu/9f3O77dbVB/V7bZ8JtW3K1LVPL7fb224mAB/V+i2FSKU1+2dnUyYm9VE4m06cvE0FnZvR3aP0pjHrBASN43rEkDhyXxsa6yzGQ/xQf6T6LSDw+v8AB8oPHYn17VtF81f8S7I/IfZn598pfwE+ev1i3v8Au4f4SKQe0cX1A2Uc7D51kFeGT0Z7iSCn+0tM+RNopedM/ZqPEaqToK6WEp1pl9GvjXvsKj7n26fc/vz+q1fwPtW2Zp9dqD2k261+5n7rNS2E6ID9Iqf1W11+1Pufb7cra/b6rd1hgY5/bTT7c7aKT7c/pscUGL5rnWunZr1tgF0fFr8KKe2iHL+7WwG7SP8AlNn31K/V+mzfjLv1AIUU+JwivSudsXrKcwe+o5a8QWz5cUh4uvcvgMq8qk2NOygwKRoaat/GepHcRWz+P2+v8Hyg8difXtW0XzV/xLsj8h9mfn3yl/Aj+ev+8Le37t0l5CVQ3g/Af977g8RYA/b7VtH0wqz90i5aDTefp0JFuLSn29w99vD6PufbL7Z2+32ysPwuIZfT7bZWzsMrDxI6Wq1i47Lk+w6W+nX7h8bDx+5Q/b3WPvt3/ah+308z05+AGX2ytnUPQewVqP43KtmQ+vl4tp9QHu8bSsVxGjGIUqzGhPjRW9hb22A/fJA3LspmGf8Ajdhf4xytJTktm+3j+D5QeOxPr2raL5q/4l2R+Q+zPz75S/gR/PX/AHh+Ah+Uv1iyYu0AFP6LD7c7KejD6aj6+628NayUDDSikjd+yuevZbSyXhTWjbuYD+ErUNpWjrQ15tUafc/V/b+F9v1/cFbU/t91q5fb2WpztU/Rb+MfpsK6WINa1r8nL662+32+xt9uVudh429ht9vGx+v6ft76WOn0aeNsrZ8+Z56WyBp2l5VP9/iTna7zPwiTgZRkca8OHXQkGnRTVtLSkgdKDRQKgL4Cg+vW0nts/dmfr/B8oPHYn17VtF81f8S7I/IfZn598pfwI/nr9YsfH7nvsg+UPrFs/WtrqQPZY58v0m02DWscY76pQAGuR1IprQezcueGULvB4HhPdQ/QelhStD3+HTl77HXp9P3Omdh937crC2VqHT+3S2ADlYe6wHTXxsmuZNbZgHL3fb22JrUch42+328LH7D7mtj3Wy+xs2f91tevjY017vqsqKuI1rTLSlaWFT6QEFqVIVuagCtSDryBJFrw+WG7XkFB/wA4RhWvWsOnKumlrxTmzN7G4x/vfRaU8qfX3Wm6yNQe+p/B8oPHYn17VtF81f8AEuy9obG8m9u7VuEfkds+7SX3Z2yr9fbrHeU215QSvd3vF3gkiWZIpoZGiLYwksbEUdSc/JTyjHjsXaP9Xt+5Xyi/mXaP9Xt+5Xyi/mXaP9Xsn/8AS3lF2l/+hto9R/8AL2/cx5QfzPtD+r2/cxt/+Z9of1e37mPKD+Z9of1e0WPyY2+qBgSzbHv4XLPUwU1pYBtjbVTxuF6H1xiw/wAH39PG6Xj/ANFuK7XpdBndpffmtkaaSRJYZgTG9YsalS2MVA7Oatzqw9qlpbuNBVpV99cX91s7/cjl2fOI+dcq4rD8fug8bzFr/Kt+2Ny/1qH/ANVs9pXH/Wof/XYV2rs723yD+kt+22zf9du/9Jb9uNmf69dv6S37cbM/167f0lv242X/AK9dv6S2W1dn+y+3f+ltx7X2XU9b9dsvH0tgfv3sqv8Az+6/0tuHbWyv9fuv9LbF9+dlCnXaF19v77b9utlZVoPP7r/SWy2vsx6nRb9dj7/S6Z+21DtXZ9Qa/s27gf8AiWou0tnn/wDFwU+iT9Nji2jcK8vxqCnt47H/AArs/P8A+cg/pLftps7/AFyD+ksR99Nn/wCuQf8ArtltG459L1D9PH3fpsT59c/9Zi/9dqecRa67xaH26Wot5hPfvF5+36dKWBS8RVpmwkXnqBnX6rGhBWmHLiGY151oaH9VbXuKnE8kFAFrWm+OIDmBlX51n3V0vMtQPg7vK2gApkp6ZWk3GxNrTGhHotn3uSuXLDEbV/4reUR/6m2h/V7fuV8ov5l2j/V7fuV8ov5l2j/V7fuV8ov5l2j/AFe37lfKL+Zdo/1e23W2nsjaWzRKdjbnz+5Xm6b7dnae83W/jTebvGmPDXDjTFTELRA/FH+JSsgBtXdp7hb4NPcLfBp7hb4NPcLfBp7hb4NPcLfBp7hb4NPcLfBp7hb4NPcLfBp7hb4NPcLfBp7hb4NPcLfBp7hb4NPcLfBp7hb4NPcLfBp7hb4NPcLfBp7hb4NPcLfBp7hb4NPcLfBp7hb4NPcLfBp7hb4NPcLfBp7hb4NPcLfBp7hb4NPcLfBp7hb4NPcLfBp7hb4NPcLfBp7hb4NPcLfBp7hb4NPcLfBp7hb4NPcLfBp7hb4NPcLfBp7hb4NPcLfBp7hb4NPcLfBp7hYOiLl4WCjl/iX/xAApEAEBAAICAgEEAgIDAQEAAAABESExAEFRYXGBkaHwILHB0RDh8VAw/9oACAEBAAE/ISRH3mXlF94Cv/yEgQA+YzSI4VSaNgGdEau07frf35alfmzl+/x9OFDibDljaGvtR7TlUgAAkpOGosJQPMGKGBUmBabZqEheJax1l7/xvAWVuP8As6/+80fc/R9uSOyf18tECHnhGn1vln/T68I4HnDf9eXEllPJ4/py703f+V/98dRuZX+Nr93yX8NEZoTB0hmnIYClQbkYPjfU5aUWgjMMIhj8OPW74I9ronjfAwyf0vIzW9P+0fnF+OLfyKGAgMFGNaLThPv+nLOObcvgnT514KMheVguDYQuRSvKfUDbT/Dj0k/eb75XooUQYAFquAN65Pf1YFEK0ZhmJj/stSOlYCFfkHMVXs33NrP4CWc8u2hZ1sAAStlC3F7GzRz9n/fxxyzSzoyR/PH9cf6Ilvlzjfscrwvr/wCXBvaEI/FbaF+eZmid/wCg+3CeRiXY/OLnucp2u7YbAmPt/EQQIELyad0cfBnx9Jz9z/5PFycIj4Tn8cs3arD/AKeIW5MuXZ9eUeC9+Z/rkMZsb4CHF/64n4HbrjFn9/TPMRl0befDcN3LPs5heDzzBPzfuuOXu9vA2o+f65UKn3XP04MDSbzW6iCCNZeBcG1gew7EbAQQHjHSGskGFpsZlhDPOguESbEIGDnKbRZms370mSKaR2PNApQukwuTP98KXVvMiDdVUT8hNVUDbZo8/wAhxzliGaRKiFfJUFsBFikGB9Fjkqi6+0COY6VOK2RdeBhYd5oR05ZOBQCOlUEQiQM818quiJKt++xcyTmjKDwEGQlLLmmHfh7jVmFs3wmSY8NJABWQDKAGOCchOe9z2eezxX/dyiF98zxNsFwAbVcTNxxCKJXo+28p42erDlf6/wBfxmLLX6cHf3sf/JZKJ4R4D3/fPf8Al4p3wLT+nMlvPfxV/ibB8C/1ztH6db53K9EGC+3vxzpv0N/JeSC4V1uSO9UR8b4WghL6hy+vp/nmzPijyEpL65LoBa/DLQ6DrLing9D3cBeVg0n8uF3ESJACJS5nb1I3jFZAkZEABWwBXkWlmnTQDSJkeEDkQu7xI916BKOeeNBLRgjBiBFtrz2kxO4H2nbZKCzlv1vmcDJMOkdoeLDEyI6BDvqDl9HA2lRfOmwyk3gMZ4m8xYDm4YbsY5OQwAhpoCJ/hjHFjyHpGHr8SIAVsj3+/XjDMD/6zL9P4MVnSIGUAkdGzxvGXwYCNV3KcsOIilm0JI387EH9t4/+SyNnz/Bg5QfRmsQRBBp/Dbnziafl/bA9ct/rD/aeGWrv/Zf+OGkN2T/f15tZXr78cEby5esPt78a3jgoEFp+D5/PGaY+AjZ7ErKzfGwpBARLX1bvzyernBkhWMBBviy11qeGQroZfJ1xr225KgBpvASZiK4lpn2JaIWs3KociAASoluBgbBwYKbZiqQGcYqd1583JkN7IEAMik5ZRxCG4yESo4AhZleFYRo6RgTO4g5IJ8iDjewLEnC87WEPnFOTVZ8JTvlUk4GQigYCkB8NPgfkdt9jI+Kd9ScmCYib2q/CP45bghv9vIMB1488zXMdzlqHvZn8f9c7939D998biHCXaH8OnCAKN1HIR8M40ihjl8fUssXACi4j+awf23j/AOSyNn8DtYACRsU1VQycE+AORasm4tvIQGJRK/8A6BKww3CEG77ECKj6PgerPowCB3mqFLc8oiokBLN/QIDlgoi3bJdE7sgGmE+jvWH2TqYWN4pNSCzInJwABzp5dqNhpHNFL4TmZUHrPMjiqJU4Fw4bhfiisYKc5R1wakipsAyxu5xk5IsujuVir59ruYYHJxCUlKV48IAZIXM6URvaqZbazmu430AqyuKPBvKxGkK3UDc1nm5d7XhtBQNUwMLmWMCswg0SCFg4MQhCpabdvVhZePdpyiATsrltwLUo5u+zDRCMxCQHH8K8e2Eb498NQxQuWpobPociI3W6CMIfwfNg8gwycuCQYPk7rS8Y2tK7ya60GPfA3l8a+p74hAfChr9+vxxkw34/85HZ56+P33wCqB4fnjZi/b8cQAs7JT5N/bj+d6f3/HEtXhmMakxyv8oP7bx/8pkzPchg+dH351Z1DX8GH+h5goFNseM43xLLjmPjWgBXjJLsWMvLHBAODRI9rjmjpFSE1nATSbzFVwBtsDX1Z2+LiwGrWSO41YJNMyGh+OQGAB8Nh9AE+jlz9VyzTC1xAGCXvy1NggjhOT1GvXRYEV3+FWHU8q4eDfQfXNQsKIwYQTxRAHE2suRV6w5GQNcKxAmiwLoZoh9lUeDWXFQ3ausryG0nOd6ja4HgQ5iogXSYZ3+sHHgZ2kwWHNWg25FE4DSpKiKRWyaIAOQzweVWyQXaEWLYcrUrQsuQrtGGkBbROR6w9VCeNcw3tsJYMRT2lKeK87gpZeVqOJm4ELpUiGCLAX4XYnERE44txiUyc5qMRDUG7pgCuCWjsDNXuKiYyHLMHxhFGbrvjAadH/vJ7XPX+p5gmDzwDV6Lfr79fPIT4DN++HJ9+AG/NzT74488j9tH/fGjcb/m7PX31cxFD/T/ALHDqPTwiazMYevMxxSpEyfyg/tvH/yWQcfQ2KEDqKcEcludCdSLXSG0KRiOzSnTZmVPwGMGeTINgYPFU4SIfkLVigY9qY+BcOWewevNbBnfKjWCtGn9bcWeTvgegQZAcSkXJhkNJQETfCdhoMoCGupEIYz3xrvLV7nNSzmN6I/OlrI3x9bmoT0LkEyQXwZPKjpEbP3y9zggBDgyTb0Tv5wXtMr7TIw48EHpwEwvBZQso4QzkFBDDjyjjOswg6s5ByaYKfKxADNEJR6tObxoMhzPA1kRQ8X6Pogl9ax8WFD2mRnctyQKzCbwiYlg6he1g2TJSCF8UCGbxAX6iDT/ACJMaeAiBWEXjF4ihRq3DEimQQaglXvJaKrnLiL6XFcMOgYa1XkktHZjh2CbyJoAXqOi+KUCw1ytfgGEwBJRXjfM6KhspH9AXl4xSiuN044vcnCUUw6Ug/wOYMKwko+QBC6WzEGUle+8YmwYk5VwgZghwQTJRI9tO1JRHnpSHiK0qJhMhHYMBxqAgemfJl8QxaagnlTJL5zpAgUXwLNWY6lD+bIHgHTiZjJY8mfvr+UH9t4/+SycAapRAAFVWBt5Q2WnCdOjaDk01QBaRIWUiM4innadsb7iv/ANDRFAhgLJOW8xpHW6tCEN00jwaEgpEqBAiTIFThfGsJTIHOKI7xsQGI4YGYV60i8IYU0awWU8DkoIPgALNE5YzronvNKLBFCeYmIAYiuIQsgm0wqjGaXh7YlA7SAIK2aXMQhBPfMsosGymioqs9eq6IpyAgHH8wXE45JEnGDEw7sVtGMRzl0j4Ysg1wYUSmBdCbr4nHxQVAsdFAjvMPTVCOVEfsgipCRMGSGXFAilFmUpYVQaAU5S9GejIp+4QzyHJWAIYCe8gVshk4bUs0RzG0QcadgIthYLWVdDFWgcJCIz6xwdglZtPFcJZpbevKpP2O5oe9P3JEAtucZiF3rc/wDJJ9scYvFSBMFxQw+THA2ft3qXiN1XTtQIZXIKMLyNpuhOVaVT5s7Uikh3UbDG9Plw2LYdb/yzB5bAGOoudlfLmBH9upZXmMWDhzM8asAiShCAiAEVTMv23ETqlHe4mWDzm2IemqG3l6+P4wf23j/hZzvr5B+FzuRSUahBYy+OCnBgjPgRF9cjcjjsfHyTrvj8DtMZupk7xwOlm0A+ouC6T4blDZ/PGMwdcAKr45WyRoMblc96e+I4S+R4zdhlmKYWhj08qvtfYBvhBK0oXUENvMZRuN/NCe5x4Qx2AVvERQ0EZngLHAg1oUQ8LvrgyiFqEAqs8o+LLOD5E+H6X8RfgXk8Ps2/W44hYtbK/ufjgoI5QHA2Ow8mOZEy4DONmTTOM98HTCAQ2iAkcOeIMNySxDkQIiJSc/cDvDwQ/MJC6AzfXAwCaBfgMn6cPMZTQbABTsMnPwhP++ciZxQ8hD9H/iJ9K33IaMR65G/4smjUdozCJjpFH7dvKvLwu5hnCsLyOCt0xzhkEUxKjtOFanuxA7ym8YWR2XTltHffBgEUUFKMjaM6BhKXOm9i1wgcFEsjUYrhrveRbKYiI4vu5warX+KQYw9QeXBon8yWbmLvSPtWJjowh1+ON+UcpB9TinqQRVGPA+BkTDwXr4XN5gGyEVfeAf8AXEiPXiScLSYJZ7xca3OXgYm+pOnql3whHCu0TJVRAjDgGE4Tsk0EcyA5gzdhgYUNt6EoJBjAPyy04OwI2whWdwu6GpEOFgMMicDMmfBAhsXAGA4PSTUDgH4ghfA4nEZMMM2BDhIfChZVXKQFmqhscIMVCDxYodg21GgLxC5HSPu0qWFzuXIMjFP/AAmKYQnR4lwiLJZDOKs9Gi5xISCMcATyAN2SPDFLJjqaLc54wGIB1IE8YV0bQx6DglSuZcIYxvAQvLeDsJBySM5t5Lp0KwZlyKK3NwA9xkBk+WELQc6meASZ0JNwBppFYwSzJJhwr3c8FeMbcQopoORM9UiaQ54CyBDNCIjVfn+UH9t4/wCEA6TzrTI4sD1QMyAfkn8SMoJl9I5bkF9ZV1Yq244ByCTDdLcymsDZa0GtFJoXIDBt5lrhXkr5Dh1hdAsZxRBcLXZgEhJcDegePnORijLWAIoLgqyu+TUmi3AuMFRpYBA3QyYmy3ryC08ncnqMFJayRoLo8R3hsHXojNCdYUOD2MSweY4C9wuHkal2BtBo1alRiODMTyId8aBuMGENo9b1DFk4IYah64twkPky38G8rQ5BLVPK6faRCusU/JIi6DigBWHrhFYwGRudonVAAkJ2JuRVfAVmBEasbleDOClkti5USOduIhVUhVCUIM0MRai5woQVY8TdCuVFTRA6KFFIgiNRIjiOBejQJk+OYoSI5CWjjylS6IJcoW2ya8DPkPaDAhURxBVQIM9SFqQVJSb4m9I5XsxkwkjSFcwIkgpYoWxroA0RbcvQygjDfCNhOKvyfyZSz3lOx5HCwqGY4TxepOoYTo1U4NOLyyKBQgJIuhoGaKZyFjUztCwQJIhYCvAsVTVHliZd6uFOYGAxAwEVRvKEEShOj4xhETclyRLEXZNY8aHsfLMYwCQyQ26CDizjRAZs4tcF4pfW6IWkEGKQqcbdwO4kTimqLykfLbFxVVEQXwEXmNonLq3BMmwUUXZCgWAUzi7CjYuV2KnFAldJGOQeEbUJirlxJtiXgcl8EKn0DZwrQvCB5pWQLSbIbM9vEmkBp3RuY9grrVQAppEvSoWogHIrAHZhEYbAgY9bJi/d/wDG3pJw6Yn59EuJY0uY4PEDUtZQEoQlgMq5HVz5UNTekUAuApaQ5OErDLJw8OCDOmei2a12eFg7nvBn2aFyOCHBWS/Z9B6iqO2B4M9js/8Ab07tNXI5A4i2l+EoYXIPf7uyzrWteJmIG4yXDxcI4Ni2V5PW5uRzaZ4e8uC4sCd6GjmhAMQxwMDCoKlfdDwbgk8f6p7UFauxoTmFrSyoI8xC+5Y8PsC2IFix8mFcrzGknvBDbgdiSgBH+SD+28f8flePLqN0AaB1CSC8MfryGzhkJyICMJBGQm8iuezWHlGip77sxqIFi4Lyovf4JkBAFiEQ4+qzCgCxIgcQFsiHErQkgDjwThUI80iQ8AG5KxUoFOek273iwJjgj8grmAX+8tP527JHxSyHiaJDUlkHA5yp/hJQG6DMByeQZCFlElSpB2QWn8SgXANo3mDB0SnCEl02LpoYUuOUKQZkMXuEcYoJYMXdYfPKxMeMQGPltCmZBeAvZS9JaAA7F0M5El+2cnMl0BSpwIF2rJQu8QYFaFGHLEg2AQwBgMxcZr5UG4hJMKNnKQ40GMXjERBTR7wCGpEYxkNTBVsq8V2Vz3dP5EFrCM8f8AcWjAKgANJQAHCWKBaigdQkOcmuYyVL8kW1jmchMfAlLICHAgGFJAW9wvWNdYrswws15OYTWpUH4eEGngp6owAUAx3VCqy/jP6/kytUSWKSTHThfoK5OAkSrUs6NXMBwojQ03qSSGwxWDBAAnNjcxLW1A5qBqQ0XfdmWMK2bIZxMg8BCogYIJmULYs8cmoGCpPG5UTPAQrJcDDhHArsg5sEPOCJrOJQhZTI1jojjEgjCXrhHgRw8wpQhKq1RrJxboWHQtJUOixDLGeOkQlBJS0REhjQnLehgBYWWHCXtnz5nxcDkJ+6upQg5Yi7YBqM/gKQBp4UbxBse56JVl4IkMbj/mqGSIDnDig7CzLC9GBMDjP69I5NlgIkMKOIeDnBWrCFs7JDiyeaW1i0QmM26eAqisAbFMIEuIK441UZbugNQSN+EEZWCHaMhqg9NTuc+Z/NLGDZ20CppB2FlDyRpkb7wZ3YpHUiA50CskChQFpE+SKDnRwQvK+RESjggLu8d1p3eUFiIyGuAcBWWjcA0MDzAa5XnUhuOod7i4iKwWNWMR4AC1obbE5n/bBGw9IMgNTl3gMWBlQVMeljcjSsMIghtghwksr4isbCWAmSU4q6LHDZQM5gqRqHNX09Ha0GHWEeBkY0RfB2AbDtH8YP7bx/x+V46XgUUhNtHewoNUHcBVluptIoOFmnmsaAiXrRJGZ6xELGArHxm1WbxyxoVTMlcCb8gUQpAyavM4ipAMyleCG0GvoooMJN75CUaMp7fo8LiVJrpNNKaNd8ImOQm9JEsSTlD9hwHsUKWXysSMwHjgH7pza1IgFUlOK+Jq8gdBwLNCEjDZmLqm9KKofCKDFw02oyexiJCCfXWpKEA4ltr2XxA8mhEwwVsXLA5ewsWCIbzI+bEoZA0PmUz2EIhx4iO2vXnjRJIaVWMouQoaF0hz1bwfmlWiyrCIOApGcXNj0Mc9lAliJCXmJtuy8HOGmm6HBFuwtIscIPAYx4ykJIcBvKbagvApDlhYISP4imJThONnS1jV1nDNFEWIQpcSQtAA1lujgK40QtEUrhIqiHIxXE2yWbk0Gxyl8YQ5DnRUcfqDwkJWJAIQimIuZH4z+v5MrUdCDtfAAMkOYOm5BgQHFWA/UIgoNOarAFIpFZbgFVPLijIo0VvE4i7vDUiRBzdwwW0tMEcJdS3UyxBguaORy4c0hnpCYAYkI5cOBASYD4wIlJu12Co2iIdi9mtOimBWJUJaoKIDeORI7ok8QRhhYZsnCcUegHJIygklDlBWcyIKdDozEwBOkGgwPVhWklkByxgDwEgBKtaWCCIYxkQKqBzIbEWMXmA8VxRqLsbr83mc+D7RODWuwqELQ5GSUUglCkGanWA4umxJUQB3owAocAULQTPaRpGRgK94zIJZamW1gMCwn0hjmiClyOhaOmxjdgqhxWR4EMzLqTDFTKGTpQvrnGuiWuVMt8xzGnpMHaEwXbhEOEuNcGOapgMFbOlxlWAPadbSlFHrKknP4FihhhtozeKqWCFFBan3hkROZ1jCmMmMdgckA8IhXEMUmSNdBsKca1zb3OErkzlweGGxv9lZKCVxjp28hKRE0t4OAA5EvCCVUVFzTCVmhuOGXoMUixbhRyIY9WL6axJ7CGpwLswbLEnSe2eOyc6CBYogwwobV/GD+28f8AH5Xk7Y6oCLk0MHDCADhiXAhSEQOoJUteR5ufFgd5iSEpGTg1xhcnIgqyDgslyLAqoCNixhshDJywWAcALLtBcbsSiSscceaKn+1QBpMMD2OwKo8DgUo3QW9GSKYSxYRxdY2yDfiAAYUI4to+IJUI7btFEBDIMQ1QLtpKtxkeWvH56kM+iJeCGaw6wCMWkaoMGDgcJQUtNwCP0m8yaFefbSoEWHMYg8Z0MM9FuLUpnBA4AhAMIolANAqiMnro1QLHoJiPNaCyRKUwwBwy6QDkuw5bw0KUI3qThLAA0pJbkaUsqYl8/jrQl7sURHLGEGWuhUggUgE4ZXCAZKp4dEPYfAcdvAyggElVVaO3AqKRFzjhVp1ZwTc3sFR2uEugBTHEC0mY+zshAh08wZA9FB2hDQ2zuGhwXwGxc8UkCcKmsykRYRCzDwO4HTbRUwacQvagv4z+v5MkQWTJwahd1G6DxLplZAZhkgBKuqwcFK6vc18YFhTkMJyS6GGxFkEKtJiEcggQMSMh0UxVC1VzjAadPGJaNuScCUfZBQICvbtMCGHGK8QaC5dqRPLok4ZsSVOCkAfLCmkYgOk9mg5aIrgfB9IAck1tlVg53CoO7OyIAkxoTUxavG5UwasRb4EgKo45NnxviEz7DDBiHGnLA0qgzFZHgrlb8zA2K0wXtkBl5hWCk0WjlsVslcLJzROl2lbQF2FdStACiMUZDChkVvnk4UA4KKfNAtEYCmF0awaISuBgSpZ0kIloiCOKv8wmgVmEYhju5rEiUtRSa0bGfxHAUlcuboyp2ihxIXDsaUEADFY054vELXIAQIraumoa5iSNLlEZmBUhC+NanOYHmAdbDfJ+FEclUQrCojUTORZ3ALSMTI5uV3OuC4dhQWinAF4RBAg2sS1mwwnJhCWT2aLUJaPFQ5kyDVqhUVxSoafPMKFeg1ilrwpMtVOR8cAUAyu0aJubgktCtdvLRmmOAnq4KKKsBeUPxATiT0tQsCwu2Gl5kf4+UHZcBRKLwX/H8YP7bx/x+V4GJdRPCN5C5BKtnF0SDzBz0jD7TswivoKVtzZNkzPLt4UAY50FFpnwJEU4qJHll+mAAbB2QLjxtWuGM+cTDkFRyrWycIEGolCoLlAwDiFmSkwWfDby9zUUSMLBCFBOacyPAxqJkQMpJba8SLnL1SXAQbKrLh0nWtSMw9oCDVsejg0lVXRLsvJCgKS2Ylh4BxdFxikmzZ6UaVrxbyk3ZmkAc0UsAYUGrij9EpdKMRk9GQcHQbVRYJ9LnTB7C4nxClAw8z5rKGhA2AEPc5zk97xIGHdQaKzDjNhRAIauSARBRNHC3Z+eHAMrHqjkMNcJRkaDWCLzaJCr87YCYAAI8H7BrnkDfyAhy0bomoDLR6gWAPJecRUqglDCeROuNqmR0PJqWWjsMcREKJd47hlEOKVLB5mGBVFGi0SjlKZNhkUQ4kWP44HKd2OxMLk5+M/r+TJ2yVeRMKDCxXFBeQ+4vu0Fr4iBYOKZPSAVVI6PetMDpKSt11g4YVVKqoBUpsJW7c6A84onkr9M522cZceunFFrF7kxILxAhKAAnmSQdiBdRPBmLgC3QbAwyMhg5jsBIAtwsoqwDj4XEIClKDBKCAKCSbzCGLGVuQcxZeaillzSgoMDYyjjYN7yZmutFlo04HCXlshB0Cd5F2rwQHZNdoRp6zCkFXEb2GSPxEakMeYje93qZisueL5GHVIzKlnQcdEHqbRTMGB1g3gISRU2Mel2BkAYghmEVXCaMIRBZXnhCl8T1hd2IFwhuXfgixMQOl5yF23D5ZocaYBoUwTrWewQ0VEZrHFdlNUohsicbcOA0/oUmONarg9qKdUTnDRkGk88sCFUuLfJvkIzM3wyF860csAlEtXKccLgRLdtqZDEw6BwH8qtmZLBkZUYeceAg0wSu6Kg8LFwXKWxIGOhUi86MHRBwg1DA1boXlLiGlhIuVchgsNXizKG6dExXJW2tJc4kccRBCIVAe574Ol50TFYZJFxmcwqL1XQhcGW5TLm8f8AH8YP7bx/x+V4yRZQIiwCA9EoLMrYBUHL2MCK0cRDhZA469h0wZQOwFQhYvUJoGr3tNLxXbu9TLdYdyOkBDGwmGLSkEF1IRy7Bh4VIEbBsEz3eMVZYIXVoBumUwnDeqGFQcpWSpAMwjwzDO38IVrN+xHeesO9NkmO0DnlXsmFM9X621FHio06zSIjZo6pwKsJIRm+I9w0LwiMwoPIgJVKK0c+rGLR+U+vlCeKofKAZjTlmC6w8XQt48hgxr2MJhjl9xVKJMQLKnDZ08LMuAMTC4tnkSnOSHK2ElnyCkgAocMxHhF2eiOzjg68JW0bwMnUAcRG6WFMhOgOjZvhClG+wY4IGuDIwt2IGpXErCMY0Vq8xOrnAwrVWlVHJcuE0sUprSGWq1K4MYUeJgrBawGAmYxwo6Kd2WkALpDoOTL+4R07hue+H4AKMZF+AQslpScw8Id7PZX7rz8Z/X8WRgLIB6kUjPhAvKrKxrFL3qeoGc2QDOZVqbMfA6W8LFQTBxlHpuyDGFpULQfAZygYVQrd3n2r11pATSMCARwU5N4y4kJdmMDLgbcdEImJrvRl4ZcEtCMK7BjjIJQTPgd65dYyoEZT6tlXww2k93RhOlu0HcOkmYu6kq47GXcAOi4KZXRwETmrCB2NXMt66MUeWti8nmrR8oGMcLKHICSiToQFoGAIiJRxDfGd4i1dcIT8pa1SPxoxuOWVUKwVFCTDslxZNL488GSJUJjLtUhBywFYgGNuUNQ27ZfVUw2yLQzhzbMua0bNANR4ILv54b4D4MiuR4lIkhCuUBSoI0N484LpzAwnGPYsDXCRlMaAGH6TYP2n8TR2AGQIcDop4VTd6iR2sOtD66dadMp4lOKFlnAw1S3MYIhXQY502eelTING01lQDg195xqXLhtNaGz8DKQZoDQeUFUVRGOvpgmUvQpQkw4WCZEolvWIAZpzsAgME5KmJxpIZ4bbFoviOga9NY3ekMmgICV2s70GkyQOzOJFGjPzxsXlY+pyxmcbMQAbEziP8kH9t4/4/K8fdA0qS4JG1KiGjHEbw7FRI+AeiU6ObNMEtHGuQmIiokASYTkZGy1aLRw0f2zsl8CQaBeHM8LBMIDoAwmgubaCM6nB6EVhpFJygUpjIYhleRzUjngKeGNoA8QwgbEPG8GoatFhBBKHHCY8RrVw5CEGjeDUe9z7deGoDY4gKakFahLIfiiRFh2pu8cBDND25OJwYpOAWxBwEQHM+1ZpqFrxO4GQ436E7hZ5vK4zheJmZuoAQuUeUvTChoqBV6EwbAnEaJM5NHHYBgIXjZOADiBuTRjIEnMM2NWkKieuac4KshARq6UwbBQcqXoyU2Nl0zgNCAaRL9YRrwYqMmh4mdQhL5VqMqJ5DrE57kF3Ud0VM+Ck9hjcuANqVIBl5nNjdtCRDYkAbZuo6d8FZjF1vY4nKUITMkhCwRYYX6oCaYxwcWFY4cNUWUCx5Yv+3fPxn9fxZefTPHdfbk3NpTOWPbHYH1acPDDmS+Bw7xQC7JWdsDF2ld8DuHoDPJ7bTN8jh5iEGtDjkhMQTCyGEcISocSnUCo0CyiJh9Khhb5SKcFJQh5DyvWNFCBUodUwM3ILYhbN9Er99kvCwRDCxrAQ5Y7R5YSL2s4JJuMDEfld2I8u7EnIpiTaEmJwADwhMNBITwtnmzU70g6NsaLDmYpKJ7Ip6HjjKiAN9TCFXEs2cBMya+xErkme15qYAxl8e1OBSluIVjFjN+AVsGWSIPTnG2KUQWwkOc80md2ssSLrDjYsoWN6GnAnYN/it6g9c1SWC3YZMeAIIRyi5rK3KVYHkgMiDmToAyxjQNrHxfCU2qa4PclRxEM0U4tA66VX4Fx8RWpMSWVFeNtgBTCEVIKgjqWeFWZ7QGwUe8LenPJuFGS5NiUZ5ABOY9ZVChvkSCAS+iKB3IdJazrSPFrjdo0ZboJmgNMOuuHaqAFiZjXIZtSnggBmf+YCjGBws4J5YkAEp2b/AAEwLwFMoEMIQQjBsJ2EQsxfAWWAAALJhDSfxTiRyk0bx/lB/beP+PyvN0ZLwuyRBrW2ClAMZ3/aMeOmDLrhjFe4kTiMsMzYCLlj09Kt8oeEBxXglwzFw0Kkdx2aiQJzKuZCWexgxKuGu3FW6IKSUDYngqSBEzk16TUc6oIdCumQRpMQVGgnh1p1d0XI9MbiZ8WB0esY0jAko2FiFV4DQMGlomzkGzjtRAyUmjiOEGYJQQDKGh2G9pDkBteBKMougNWKX6tIagQy0du2ODYPnIZqFCMlZF5SVAAm466CJhWFxzOvgoe7wzVnhF5q9WFnR6XDQChD+riFsEI3ot6PJWvTIglU4Y3KULgYKJGwkEV7loWCZyPaVQqZzgYQMeKHgBhDOFIUDLlUjbThXpILAqEFuRuYdeIKH1WC5UVOggIU4ZIywATGwIBXDtgl5meprTov7AVPLx/jAEjbhsI55M2SSU00FMltINRBjibBWzeAyAPCVhIKYglCizLdHzx+M/r+LIU/J/fzcETVgPNXB8Gw6ZQ5olqfAmOygXRre+J95GHTQi0MlaMVTjaAcFxuBbpsyD04/QCEwtssYpkmR0OPCMJrdjtujkBEcsaglaQKIy9NLfC8GOUTAPbTOxK7AlZyoMMEPTubdIVFjS8fVgbJErUmVXAleMIlxIAEiIjNAiJ16FQDe7Kg5g3i+gWOaO+L2FKGHExjQg7YamGaE2HLFMwANhAMBDpvHIirgVFSskG5SZjGzMGMHfynBAo5wIU0ZkQhhKwggOWBB2gX3bgj3cjmbLtIxlUBupCfHaucWY62dC5eFoQaaUCRa4Tq0KpFgQVolOlPHI6ZcOSwa28hOg3Zaalpsgx+XD0pHqNdrkABkpnRnKQVmVaVIgNm1rqvYxODU4CoSynpm7trlS6ImnUQDK8crHhgIG1ElA1IzkyrE+6kA0A7EwDzwjBbokiUC6hRHlu4Q4muDmemcjpREbQJBwUGXI8sBOWG0iaIIYhgMUIZAHkrVB6Eej6BtcUhnfTHHu4AmR4Qh3sfEahcSaktPmOJk0F9Q2ezswZxVmZ2FqmUGfxG/wCMH9t4/wCPyvBtYdkWinDLsd7xwHsGsQudMsrjMsTlaCRaPwGV8eOlOJKuapnoune0rQUbxwtZiuWk41ENONyAHFhiLlZuwJfERBSnYEooxkJAMzmWTcp5Cw7gxwOQWII1wlSgHxLQUKOi1fzDUMBaNRyK2qpsgyLHgIVRxa8BEUNkiwopxJBpyYN80RMTK6on72jwyIrYcg5V5QmdVDulwEwQYVuWQhEqgxlwCLOYxzlYSSAFwu5ynMBRqO3WJQbk7ALXxsjD4gDWGAkTgRZ66BVLHfBO25jghYR1EhhCWgovk4BoEGBFDAqNFgZnIZVsjGNFSMTGdOOcNIQ2OwVDHyPMIxLwKAUNBeTfIYzL6OWDJCrKCDk/hTg6zZzDFsxRVItQgSQbyW2fBHiXVtrK3gI5MunKTM+B7GUBClZUE0OFZeCYKR6jQKwYzb8aaQqgGJVAYCUDfvNx6D7Bz8Z/X8mUwaWUZQBEHWz5fTkNCr0wKkxBDc5F74ycEHC07M95x+XXIRYky3K3GBXbmvteFFi9Yw1HakCZManFxgprzIiE2GABfRlDKFjAtMq9fEkMCGxJkfIxLSI5aVUOdLgs08SAGYYkZC0squDnRFRTEkzPDCYpF2AFz3aDhcM25wtYsGebqWriOEQ2InWtvQgD6Dl4TVqZSQVZUw4nDGIALw6laAlDJwGuZxSc7NkIRCFcmeCBHqBFlpCsZLPmP1bCJYTCXBwfhu0ATMoXNiyeBj5AGRQe9xiDlCsDVZy1chUMwocAMyE1sQLYCgUDw+BJpKvBhDEIUDgH2LHU1E2CiAKlgprlQiqpHsNQGBjk0wdIG3mYsZWfs4XsUhANVy5LIwXKwO6+EmiRQ6ulSpzIYXtRMQCscAouoq2mllkfAXxmwcMglKvgeC9m8YczCwTgTKemzua4f800o+E1SBK6OKzuIqNBGTIIpXVEGNFasJDhh0rROGgtwwxAkrlWW4hmu19YDIppzYWBw0rkjBRDBqrH0m70QsBYcMEwYmDeKoYMvT8kZNNphFKqFiHTMy2vQHtz/HAZrlof0S7F2FeKtn0HMOZSGypxOACXDz8ryDrJO7Lm+KiHj3viacNLQ9WKm3bYeCcp7mX05w3ySELgQIGrcZc8AhsGAUNfQDJOcLtnw1l5cc9R8KzWc4hGfgSDd/5Oymd0KrxcZtIK0WoRdEF4zefmsOpVoAWTWATQT0OC6ZEFaOELkw5XeXHdU3HDi0bxz0kLngsIcdqGJsWPASRJ5Gj3gfVDpQrQuCcYGUaVoB7YnwLlySGS1pCBLFckU4xVz+Qkx0kwQCJwaDJmEIk7FXCLT3ksRRMAI1YGzLBRCVzehyBFqU6opdQEEjSb4AW1ocuTxOEz10l1h4hADy2YACYeuF/Kp8kwd0FiE0JTVLN01JrEGnTvaMBqAeI4a58kMou1WNfbeGfSMDiaizOBghIQFLhlwiSlSBgJeMtdVQqToFUdgYxFlw6OSYoBBqZXyHgLA5hzAqXNfCvKdg3MK9wW/Q5OnoaYlf21qGlyuXfPxn9fxZYluK84z6zkeu8Ovhv+h1zJog8yc1OcC1d4TecrYrCE8vRnF1lvC4m1Sitg4Gf06IdMDWDSAhXFBoB9ie8IGVYCexjA2IqxjlOg87oimDaVGzPKM1GiGiR+tPC7nHIC7qsulNJkHSrzKlhablzIUGKpTCqypTEM/QBqJF5rxQ5lAalB2vHqowJOswAsTmRIBVFwUg8JdCxZOizKKxyVtAYCnmFIg1gqcXuYU22KcDFMOIQUyAzSsUCsYh2OMdBOGOcFeZqA4IH0CUFvKKJsrS3wbFlxLr1YBAQE5OuiZvIOSwToZGQuhbzBsfMB4K8gnjM3pCUw2AxrXCtUt9QQD1Atmmo8Jby0EBIJc3d18a51uQKTPTVdLiqA3zq4mWc0G59Q74gSZUxZocuSaJ0pxFKBgigi4EwF5c1+jLrc4IF2LVGXKsWCO13cPbubG+JQoq6g2hXy6LkThsxnVgFkqhEMY5hF31wDYB7PhFwdTylHERmYziZuCh4StiliHjUsWGUeDm5SBIMbsjOvoQEsWuJhqddExMQ+3liUq6VYuIvDKxUWxkr34SGXFFlUFksYi+fBZVw/h1lhgqt452EcWyZDwwJDsxqoAcOvqC/o2RH7mGjwmmyLI5BwEyWc6tOA8CuHjcAsODQ18i9LEzyP7VwNgjw8IuFwF5QF0AH7KnCCTILKRwx2DRnIAiRdiAuZSmEKGODAcb8Ht0EmJiJg9QkOCRCtD0F0oprBrgmBvyBEQXfIptLmaHEkxMYmR4uYDkmKqQ2RUsiFWTC8fcLA1i8kApZS5g7+hkE7RIKhEeJmv8uaqiKILPAixhNLPcECDijGB5nwX/heTJexY0YPbFFWFZimmrZLyPFQ3LeKQvZEQkztOkCLBS6I092HhN8mDgoAFFnZILjPMc1YsRiEowdu6cyC6rmRgoxTU05q5H2Es/waIIAGHj2eFSwAbgogKSpwE6CMIC6kMBk4W4bnQ0YBEhElK1scMHce6CgFQ9FMDQ4gMIYBofVhYWeH04BICmFo0FBoTjzhoVD1jJrVpOAyhiICN1cvyBHGbS1XhxE+eCAU8Zb4jYrOhFs0N8kE6F8MHo2J6p4OfjP6/iyNLyPDDoe8PH18k5SuTBMJ2vVlUQN8IOFvN2GCeVLnviGIqRQMN+2TfoZ4VTI87rH2KC6Mzj2lmwKs8GtPALFOEKcLEAxVHS0ZDssXM8QE0znAYViloKm3IcsBfcjqQWRaFletbh+ZkZ788VBRSX2GRUSRMBHlJZiRjOyaD2nYq2ApELEWhwWZIPIK03tqqXjqNi5HDNdix4EsUsZZi8Es1GIHUOgDombFQNQmBQi4NQs8JlqQMwepIIkILpl4e2gGe8FZABZUjmWQww8kRoYEE5HWiCg2GocpM7Z5Z46EVMk7xAjVU8UogmZnfAyg2rXFmIC2KC1sBqoCHEDyDQaYBgSChEieBNyaoohLGQShAKgAsGXqsPIUnfWK8xpeBmaMDpwG0IoQGZVEDUNAgLvgBBeyB8jQ1NgoVwZzjOr6JDDsJEnIKjsnD7FhlBR8BYVGHyBcYypuaVQiKUsEACnZBYIIA9jyhFAnG2lvGycGJaMQg7NVrhOM3gEDHSQCcGQgONGMGQc+QIGBgOFSWOUIbqYyYpLjcE6HDB0eswRfhaQ43iTkM4Ha+E4/4WWVLVbAJKW21A4BBQjgD/RqnBYAf8386Ie0bIj9Ew0eYq+tQpEHAdjvuaczvSGhBFqKVUGGmHMSRUkfuJZrRGMhX8AC8ItgbBlLhJGK0ZCt2BGEjaI5XMwaPQqiuRL2oBChCAwGG28gKrRZXvIxQswsmkp25O00kyUCUAIWCOQ4WYRaAiphtFoZQpwMwVIZArTitCaMVlKsNMYzgwKAxEGxo4SIW9nEfA967IpaCorLpCXjwQrgV5UUqSjgc8AcLQdJ8BDoG4bxQOwuuiKqRDtsv0ZoARmkGUgBLCn1LVakFhKCWmlxoDfD9RbEyBEYiyA8wdSQMRwPIVkDidjIVLMKCk44RlKSe3cyQq0mQFV1WR0lNkFiVDOmUFHvxs9iekDJsQeCRURkO4lgtwRco0ffmTJNxIqeA1x46ZeSARkARiIIVVIZBkjDYedGbHjyJmgBMjUJhnAS760VSsR0E8GGMJ4f4rEQ1ScoysOEY208kjZgpgOA4BCQFLPAneQz7OfjP6/iyxXxzprcO1N6Y7643DVWk8yL/wBvITslfVYwb3hT44kPiSKBYvqZ+ra1xR29I1ycY6Mzksi8xCX0KEHycTKgMQGRiLbDs6ZgCScqJVFsJh3jvDjSAHwjm0r50Zm4JEIaLywyFMMcjKJN4MVZTornQgeVHcegq0ILk5LdyOMOSV7FU0QFUN0Gv4gUHyKUiyyjmkOF2ciOutktrU+VuZo+oF2mAqhLJxYQRtwYi0JUOFOZnkQVhlHIQg5jwiiqFFemBE42HMIPkltkZA1SI5g4TEMZ7A6UI/C+cE4cwLc9DTZdjjBaTjKvjYyNQpQ8ox9pE9kixdRkrHmVsQcXIAEoqtaBC+wURhAaB/I1x/YqdoSGKzrt43wX7pAI7SBDM4BVNxVxwybUAl6Bjl3bjjElIPi5XrmQtfbLWFEZCYMpHgGvVrzLqQAN3scxMlRlq4ijUKDGcMPLKLa++HFzkE8UI2BmmDCNr05Pm/bItCQeB5QV4TyZRZqrMLMiNm2Shza+Zca1Wxe4FMIiSwhEJWCCB4BKyC8HNGzQSoaU/wDwewNJhQMifnTjk/mraPcemTAfKVIr1TMoPgAntDxSpAorE0VofoC4umEEFaYGzCWDARGuhpXNgAUnaBy1nJXFKWDCYLTjIFEMhFZajRRQ6t0K4ALyFsiFSmkVDTCfWjHNEU0oKDDOWyHYseWBJNc9HBvDRt9sRM6CryE/IymKHVOQ8CG/ivpz8gkMLfDIGRKz0JQrBgHzwFGgEIUKiMxOEgnJCUVnqQ7IBpawKVIV4GdUNBCUzrgd6gVSMDIJUBruHnnhRIMBbhKgDLThmfO5yADLiBBMBwetGJyTQkClyAJlwtVayKkLOY1FQ4mMujDBE3ajufFwUkYJ1lvvmj0A4Gghm4IprKBlELgpZEgqygUZmOm61hBAHIQLRbgLjLVWbGo7FEpgplBycGVC2NhaAhCBgksKhPNT5OCNciCKziSx6blEYAWoFmDxPyk3MGETK3RsrCleJ9CB9ECeufjP6/iyXom+zciKwUr17Ocv98bGbodwBnvPr7dcNcY06zsXwhSlvIrmfOzGPpEd3zaghwKKQC48M+eNkjzAyKrEXJg5+BpBdsMgN844D0QCxDyxFCKvbwYY98MW7FQumibt3mSwceWZEBRgWjLj3OKYF0LPaLtjkQvgRkIZoGIr0yrYBuYi4kjEQGbNXCSpCQdCMXRVfg4txhRJDZErExhJOUEqLiABsR4ihAclWoUYU4M0ggYlYnNZwiOQVujfmgHgXDL+qI0TKskQQNjm4AXqwLy0zIVwtVWjnKvQZeJv39ghRo0QWWHMVYIEaVGOMNlOBlAbzHBhiETDtjgAo6Aug0trO7DfNmlDoLgqOBBoFcqx9hhj8cKcRiEoPI//AAaCODVfGywVBgAfPtMjLp3K0xxCkyVeoCAAOQ7HD96rEj0tiwgIS8NOGaD1eZoSQtW3P6xPXaNCkoYUMM0uVDVDMTFGQzw7FQuoWx5AJlohhyqUp9IJgkmExJSnBiYQDZix03jpXgldrVlEw1AFxyM3A6xeaSD4npaSIPKEcY8NRfmcDZ//ACAKFHZ+9mx2OTiC1vA0p6WskAmBoCQoFzaTIadjLNApFWCQkCWQwlODCyuwcwOcVWMyQDgH2RSiIo0CC8B493xwLsQlQKNLwQTFSNxZWSYxjDeA0NiUd4aNrgIXBgOGUYwHYXuyyIj4Wc6FkrmKjQNKzF736nVSghjmDU97GJNtypFEJI9QpdJjQSUa2NczP3giiU3t7ZMAVmU0jYiKHDFFsXk2xJkL1iEbSEd74XXjbsCkO0FyDoAlXhY6gRvP10cM50YGwABkDVPq4dwoZEOM1CJ0Zl8Ot6kYxMSrxEcGf9+RBRCoskgrbcZoAK7NGRy8MFZCgwDFD1OnClAPVBngiASiMKhUVCRzjpZ6sYIpRoqsiBEsVGPvAFWT3oAnhBiEqgRN1knHbQZoUHaRRUFhxxdKWQOeTYq7GcB4GW0i6VmAww7rLXFfiO+k7zs7j5Bxz8Z/X8mT141tB63jDG/++Ba1mcuGO/OPw+uEEO8fcMn1r6h64lpvKmKQTWfRucsTPL/L5yp5B64hS0XblAvhS4XveBfIxSVG4KKzN8GK5MXMAqzhpkyrKl4oQOyhRFjCbERTbhAjRYBAxABWzRDgvBceUVxgWaIzfA2AI6fIACTQgwjD4i5YQLXnYdhmCBftQDsaDmo7ZooxHqZgOzl41JyatRR4rMyC50bUv+ek6zDTJiSbjw1gIRDyEWyEUjHHWRQgsWREdOo4r1s6AAHH2Cdhg4qqbicG6c2InvSAdk5FRduCBpE5zcFu2wyqSm4LywE7w0l7FDbNtcdUSg4VcSkoUea8ihj8YVB4TuR6aCTEyGU7eWQcM8tlmZ3OByzjRyE6zYEgDQGKhU5woE4pwLQKquJs74kGCAgGKabWoG64DI3x3sUyxOZxBoBmaTcQuT6osPB4wAJCQG2Zgt7GuWBIL+iGQHhMAE4Fx5jUxyRG9UXA4kwd5SjpNPEzynh9al/gIRxQfMKDplSsxaVR5tQRHEhDKmGJgs7CqDXf/wCYlUryMfGz1xvM4wwQGRBPQGHDSxyowJOgTICjZLHGQ7lyFw0GoUYShSHQS0douDs0c7DYHaUwcUKRuOQ8XzMqDH2mhZMdIheZAQxBToQ8EnRdguJ4RRtcAQ4lK5UYIEAdVOT5AKcEtpZMhDsfIHlnBPEQ3VNAs2OFvSiCcgnDbQsoOcLQ0DSBUFBIgRidLaBStNIiZbHrJxZiNsNpKOATxotWGgQtjSAuwZHbR4jsbVxz0qFRDKaW8kkmc+/ohtiUUBmZ2jcyQhRVxS4WbngFdJEGYAofIUDGGIg5RkURFXmnJauiGiQjiMpSSiENXCLMMneEoDZAR2EyIQcLNiTv2o4VkFw/PKlsRMIuBxYpxVYCSmhlAU4FSmdPnhtgjoYPNaMHT+cEyslucTHyGWzSTMUtfm82v8Q6ZxhjyXFcEyXLqbbWP3zz8Z/X8WTi+G55+y9+PPviiW7nsG23rPinXD+fkPhe/pnmwMc6NemfWPHGF4gutjv5NdzvlwTT4cpW8OHqPbjeiw4LCPpM3a5roaRScgFAmXEEbgXbzFkaEoJXG/dgSIw4oUKO7Dw1KYeFwMTAYgZ6UF9Sg5WHHxEHCEuRQaGdh7gAKYJLJKFCcBCuMuYrNojAaA+56IpV418JlBjjmvBBw5MgYAKYSlGMThJ0IRXaCIrihPO1UIxmnbAiAIOjwg4IEZReohwS4A05sxkIAxgWtnz/AJsTxwW84Q+AlIBZoK2qhxREhrDyNGQrVuPJ0zKGuODb95fg5gtHG1tve3KiYYsZ4RpJwrmFgRICcKbKbCHSyaEc4NNCxiNhU5X6HAllUTs8B4RsJGkNZiBLLIvBbHNU1ubma5FDPJgdkgl9CzjFNVeIdXJ0I1Kl5KMRzRgAomCgwlkCio1ZZIbkLDFDBmji1PZdQRziIGWfbiQrbZrbAGIHauzhjdehVimK0o0Wxpwpet8sUEtbxRPTylcHmQwz2TAHUV8p/wDmSSeRAAqCABtMYRLxwY3mTSZKUsIMXM6qOR6gzdIKMgyJzxMJ4cMAyUu2KGAZJJEVEdhgB3QWhwDXoCeOwpOeQDwk8fyMwJUDkBGF3BxpAhmwnUwYckiHn5RPyhnGgtcBTs3WCSgHMhZGQgw+6gCHoxtRcaiBSFjJbaUQQQM447aiCjDlMxgaBIvBU+3Q5g5VGBPS05MglYSNmQYcEOCgjJbCZI6B1ORR7APJnobuJ+hC6eigAPTmxppciAaBvQ7J5Viy8xBPJVtDItnXcatw1lt7U5Yh1FgJmMPxw0OdrGWhFoIafKjkDk45N8oQ9eBF7LlpMZpgWbs1IOxvNV5kRUAMaCbbHEIgcCz8aKZ2VU8BtIsMAxSXAYYDk4UFFCwREQQoA2BiDWrKgLwVzEAxJCWB8bLSNd5/YDeyb6IXwsc/Gf1/Fko3hPseU92Pu5snjgqEzN5Rufn/AL5Ejtkdl32k+l4DxVrke3GP/OanpTO9rrrxzd9AzqOfufU5GMHS9xCmYqgnzy9ijg4eARpGRihePaEiBN2lAhVrkDrkJFLq3Krhw+IaKhcu31G2NqVCyHQYdwjRd1yTWAVcizQDaOcwawi4EQCDEY8RhEDegyMHEWBlnSZ9nZkk/DHdpblVjQo5AwRRyz1ccnq6A3R6BG76g21KMMLCU4LeSkYZnUaCMC471d2y0zCiFWQymoC9IJDHVHwZFmX4hQM0/wCBndwtPl4hBHxNihwPAjBXKmfJpz7+9nA4kuwCMFgYHxtdmb5KFgQKaWhQRavwkAjGy4NjcnqwRZniI5YhadRrNxyBOALTWZXCCgggTTAOGzg6BsgB1cBGqJ44qUK1A8AWKbS3hSo4hhJp5sxzfBjPwIIQq6bUKBy8BzOg4ADcnlrK2wuFg0XohEB53+H4UjBJsK0TyB28e7YELe1SAnD6OjY92GfcUkWjZWWjwgTKPj2YC/8A5qBQAqMAMqrgA28zAisJUKsUWOpNuAAxxhTorynIKXGR70aRXANBKTcMeMkSyMsQWBNGBoKcYSsVpCYEBKcCnJ8j5dBHYqEUlJwISZvv2jMrzNE8ASFGmFsCik3CGUOA0zPgiZFKQ4WzpKnDgk6BgRdcx7aUPwFhS5zByByOLTCjJUMuLTujxoHbgFLCDXjClrxwCsYFMaghz6znhsYtoVMSAqdA64VLPeCDWzGSFlKa5NwWiIQRCGUOZcuK4Ry7RohpS7yLu/WCm80F+YtkIK4lLUEQbx46taHi5gMbpBjiJTTa8Jspg9AlEqRVdAzC7ozNGbZF2F8hUSXc2HIZlAhkeBrCUR6ESfpQQ8gnc6r1ebB4WXwHPFOh7YAMhhCBxUZMVl7ng0MI4DgXfB4EtJFDSUzTkH4fCAa+EyM+ETjMSpTyu/nfvn4z+v4slQ9jT6cwr1c936a9c6vu+DPnngE/ijJ7x4X8cFmYh5xgf9+T5l5c5+5dedfT/PGhXR2eL38fDzEjsc/tCh4LDkNhgZSmk7jJuBE5idwgXlsdKeMzk+JaoBTQUBxCUDfLZmaA8iwujLmQMAwkDIyih16GXGKLKfzMBjsDeQN5gtEwoHAEJ71EyUYQHbn6LYO+hQ8oxgsSXcgrzciaNDky1KMTB5d3ikBCMZKhQG3AGvTuxahWX6KcLwtll3gcCXfAcbmjxk3QgRc6CIIOtyByuABRyjFVSlUcY9UYSa1meZo1czyEJYHQExsVloRQePcmAIZryEwXCyvAHMBhAMX6hivy3l8Pb4m7NAq5d+FskTpgjCgJlzFz5BgcHHSGoAQM2NOJpEI5NGVrEjARqcMlA27nPoBeBdup/PY6rIWV0jtTJaL+rKbgRd7TRYLYDBToBrOChUFily3dragHMNT3gUxu0H7XGWJMy8BXVE0wCsj4brCnLont8DBkMFZQWPEQDAGAs2NYptDkcbZ53DIw4yu8I3H/AOIJgKAAKo4AMq4DguJZAzCMKYszcKcNL5/DAHlgBsVZxnJBjroIS4ZC0k15fbugmrdEpHZFwnQSJmdWtsSCSTHuBWUrSazHp0gkWl1uwyp04QIc5UX/AMkr8dxG7SMc8G8ibwBVC5UQtgnJCIZUEhMwU1pglQglAmnGBZZQsjXKOBfChCNLhoJi8ClNTFnb9R6QX5sqxzfqHQVFoYK3huOAsNz8ksRlEXhXARYokaIgblr1XFsWM0mMVBMfcw8cbYod4hHT3JMG+NzaTKFbDYQBjyPbbSxCKw0AMgwMIYU7hoqMsHJAg5BzTMwdgVmm2JkXLqdhFYoRzSgLwjlBhXhKs6uyXUeB1gy0QbVGckJjZyaJ5bKoaDBOkSmYasMOWEO6yXIHmMQbEgG3g6QDA8YGWmGQ6KAcDJMPLvBFGE2a6KGzIJneB6CqZEiAGkiDcVpY3PrH25+M/r+LIKhxAblPp/heJQfD+/ae/vzc7fD3vllOP9H+jV84zydMUd/5+/PlIKe0/wCvjmUwczNtnGidZZWY4I+1hcdcFCXJBShRjjMM2KtQ2NRKnoq3jKAo3AwbfeADkpIvcAp6BMCNCQvKEOxcxzXi5M1gbzYwRFgyHIsKEYDaE8ThyjzivZA2Uh8jUIrAxiOGAsrK6tDoADg9K8AYm9l13ntUkFYBHgwaoLAwk2JoB8a11uEkhNsdxLYWs0Y6iCbAg0a4waFYpLfuI3EqChwaPJ05qibrIUI8XOwznErRiZc3HK5ZOG6GBAZ0aKTmmWircZp2LNvU5gHE5HRQZtvn3zI+hZq3afl4khiJ1BgJiIuDBBm/bBcUj0aWjIUhy4vAJJUVIkIUwmfN+PF3GbRsq497RhwkKkQ0O/pHCyTFaRUmoyfaMsDVOEYcDsEeNEFn2hrKSFLAxWR0NXhlOuEO3nivAThJONdW7CIrKsHyLwqpMUmUAgsx6iDkMrGhUHWDd8htipRQEXQkditFnAi//jrLrjeSRVWJ5GYM15AwVnjDYVTCrKUGIwJbCazkldsM06lHbuVnDpnFRVglzQW4g6zmUdNLRyelVjL+UBkikACcCalWELhFZAyq7nMip5xh6PkOtlGcYihqaNkI3uOPCLkmYTnQwmSIADg3JDsKsCSEytM8oZEte5iAIQ7oXMeuwOTumatpTvOeK4VpLhhTf2u6DkYjfkC+4bSniyYrUYJtCRvJ2qHMyU4AOp2S6vgGMIracRgBHzj3SSaTEMx4B/Hm7asY7nfpqw/MBnszTOU1mN25Q8tb3Z0r2BRgDvoefTwMcGXI2KvCoXVCX4UwwjCQLKKRQJ3MTa1iM10Fqa+o54VRytsR1g5iHA7DpCpy0QxsDJAG4EaMoCk4Pxa5VSZpiitY98XmxFsdi9iPNVjK0c0PCoZzHHCHmenSMOUE2mV4axcMKynCMiiXYNZfL+6l9zfvzvn4z+v4svxn98rFsRPkf98knQZ4WH9/zwJ+mf7++/rzFdXx6112YZxMLcnrr1j9nDRneX7/AOvGeCMgh7qJfSvpxVgZ6G69YqsAbtm+IemmC+BGVzKCEvB2D0oScZiOQH5wM+DFATHDVCZwxcGZmvXoOQROFXYEhqIU6tldyUCBwHdqspnaQkXIAPM2WKfKfA0cgIA4Wcdwp06EgDKuHgUv6ZMMylFAuFTMAh1HloXgIHiCVV1RiAwAKLkOYObk6s1aVlWCO+CmEQRIG+s0emLyrDmUQgghEVhGc3hK8aADq8NGfFhMvE6gNZJRTAoBlBc443gAqqUEb3E263zfdqzuma+/u+DLeNrJmlbdpVV1oQISoRWiAa5k6ZrPJqok6Iw4YD0IMsEbYJWvJAVVcvT4lhSqO45DVWXAOSTfnHEQghRa0TMvFAuJpNhHDUmYLUTzA7wAyPACOGOMqSyTMzo3myPC5rs+fTBQOhDxUUNnlxS+MuiV0cCJFvqTI6LEjxz1TyRxowQN2CJwe2tGO9Mk8CV9TDH6MGiyBrDsl6Yf8Fi1fwQdkQEwRkY4/rGUifWQGI/8G6QKO3fb68H1c6vmAKToMbLmUxXHBKwEDVESYbtaTjIwkUmR9SClmLjEqJXaRxoZRISNvMTpGKEl6CVWLDICwjLm9TBMFSgbSSabsHDOUDNK4Yu1K03bQYVGBnIjnGXGoqapTxgR4V0jUlKkYMpbV4OKZiDOEJInIycEzT0yQTirYcNqRBK9ilnydhKOCk5V2QpKxUBjIacDh1l7FlwBcDGNuFMAMKD4KxGXKc7TmRrMu1GqMLJXGmnBAIrbkOIbKP5ryh10KDU8Bge/E88U8DYex6U7Hp12g4KKqs1FyK5GhOAsa7PoOFCHYMbnkXHkMjEl+YKwhIQ2UgUdVWGSLijxFUjZBCSLxQLZ7c0OVwydNOEsgHFSTV7kM5l5V6hfl6w+V2/rcHXBjscooi9dVvxDgNRjBVdhypeXKMfuRBE8yPzImcxMzLTrJ/YQgZeGgP6cz4c/jP6/iy/ReHDn6vIqOSfhWPjL78dGN146Tz9jxyROvHwOPZ+eYgxp4O5936coDUx19+RiQD7ndwkPF0YXhuQPoZVQsy6dgHNfAsAzVL2J1eneOYBigYg/RVyFfKcAzA01Eb2Duyy43EBEBdWywZ2QiSMv6yRKlK2lwpXeMOowvCyUb5suLQeYszZhOjSTMCMsD0TBFIkOAC0xsHzktAlaAFPFi1MvCcFqAjwZxjQOeuEEbh2XiIABA4gEBuYMRjXDxsDu6a6CdDKrwnv2eMNIjMnYQrPHFY54HZSIOPsa5UL6I3ta6bamZ2U8DEDRcKRIvpOwDTngDcYqTZz27PKLOa6wCKrubxU+8OXjVCgwggTYU7dFc9gS1jTMWIkMuak46DmZRkOEmVSypieh7vqLCTbIAAHFmjoCXhEAQJOIy0l4lxgS6YrGDlwgPkjZHWMZZ1FOhTMKlxyMACxABZeoBpFag8vIcGTUVVeCw2P4VgcDvCmMTMDYbYlXMxCNgBQdGK6tABHGIYTmexJm48Q2w5evtmEQcPghIlan8PgEgEUP6QPz+SWDBRP+FL/8VBTLZXfb68H1cyNSafhyXCeLoA4owgNmFC8oH2FgIZg44ySD3xJUKewOtomrB4ufkgmaAZtDkLVGDNMxgVEOqCy2t4uHI+BhxhYtswj9HWoIWBwwkjwycaB3KU+a1OGunyR/oTOAgQhVaJt6oWClljp6eITQiNQYzUKUoFfYmUTyNGqByN4dpsthwCfJVKwAxRiOSFy7z1Bxpx10p9K9hwMQHLRshA9I9AJKdGWcN55RlJJskemkExbKcaWqcxb0bM9uLytKIQY46liOUv3YlDfwBZSrMNXUFXmDgsOujKJDolIWuA/V40bjaqJpgYxeZBp7x1jwhrFdZPQswWRB8I3Xld5pluOkyGqjTI8qaPpXwnKexzU4e3ABIUjeBlRTJxcNwnQFKGAFUiEzw36H5IAUhMosocwocSOz1BIMXNA3NWBbnoMAupAFzJopPkQY2Vdu4YgiIk7iyflz8Z/X8WX7nw4cvy8i+qfzgfkn14AsRwevrwdenH9M/f753g417w/n+uRR2les1l4Dw2HGjEmc5Dt8k5hwbBCZfAHhSXFSjNVHOkHkoxoeFocqiywMx2yItVfAiLFwA0i7pqiuAXwDviklSoDmApIBQSVmJxKAdlWAcQWVIXgJMcjDtPIeVH8GAoIYjJoqpBbNvLJBbpTHiixBWmlSDEAh5Dgw7E8wl8xA0wy1PBKrBbrrmZQLyCjZPAi0EPJVPXABEFQc0T02wZCQcMkkoLTTkwds47y5pXli0K/WjWjxyrreYj3rbrbMvLEHp81Na9Z7PBxst2Ux8uXDZg3B81dJWMuQN6msEKhxLUQGTc30veD/ABzvKDQFqjuvbZh2cNICZlilg6hevXrlYFJye5yZQFSJ4VTy1KKS2mhuzgxVaPsiWhstlx8lbgSdklYA7BFCLJZYmUBiwuUUc8jgNESuoRKu2hvMsFJ5JcWWruAci0jkg2G40awoA4rMBqExQZlAwdF3wZYRW1lTsgtfAManGv8AE7GBHnYuN59/w0TUMjXqZF/pOE/QoUxkEKg0+94Uc+oeOAZAXEyDncBREsbQxItTk430Eaizg6U3RmaYnEUDs6CFIluY57GkTEU9DoG8XIOVwSpQjRyeSaETQi9BGOj1WYC3uBwo9KUKVW5vRVicDERCzWdUklSDxC9DEHSbN2uJKzjE/wDGXPshZYHFwfD5cAgK19geHjsyS1asq1g/HGalngwAYHaothM8zzCKPlv0aRErpHGVnIawdmWEx89cUwggOxTDvG1wcFwmah5j9fXrhRM9vLtLk+3UJed8xqiYZjVSYzNZE4Vsfg7gqTLFwEaEcZumobQ39WbxHxlvITijloxBsprOcumawOtBhifA0l3yNV13SAKuSQILXHG2DdLNkdZAYXjGg0zJLVUuN+BHkMEINSjUBm7oYyodSa6PYYxkvD2QqaEUk7QNscTaqYKLKGEUrEeE167HqNMTVJKvKI7ZJFShcmwNqXucDTA+QI/HPxn9fxZfvfDm355BPyWAuuY/4LjJ3yE7U1+7r5esd80DZ/g/XO+fiB6/rirBl3VVmMszvNO+YCcxiu7bTJkPqDw2hAxfgT3WNL1wJYJ3uPWIzEQycUfhYhjchBlJqwoA4PjtnTfEmZcpiQc7bGyOYQCghlSAUsZkBUMVRLI5mckmcYsDRE9GYVfdgsYUksTTMhleKTKSMAxSrhCzkDUYoBUww2TUTi7ntlQxCEaQWDKSiUgy6z0kiBhLyh+YLgdgkXqUMymXhJKiJU87RGKYNYXKkC+K6BhjDkNjKXgBUWN+lMSGM9lMHD6ABqx5UlXK+OQJHLjuR8azwhAGomFoZOom75ovGWhSog6Z0eqGXPACXdXpo1ptfpIZdS0Xp4KLgbSpwUjYJFTAZMwNRo4wJyGgK2Wu2hR6eU+Gr0YpApyOJwLhUSWo4Ba5oIEDlfRpjgtAIpCHhIV2Orgq9yC2XE5GgL6mAQ8IyAFo+6C+cZJpYIQ08VPBzsvlsrasZeAWrenhziNrCdG2eKjwi9hZ11Vh/b+IHcnBa/vUeOEQAPHPyvFsoiK2/EOwM08eg2KwA3Lhk3/aUqfkDgsaJk35cwoLTsQoDAL2N6GOCGgCk3PkdGzZFWcaRaVlIG8qU4BEObEMhg4z1bMyM5GjzQABoqnLjLApaKGAtMWHiWqi9RcAIRM7jfGse4DAshTSCnCiFAJaBMsNapZAkfPrKDHXlt5F4VkWSAMwY73REmLjiZ3R5YxQ9usGqcklqn1cmKde5opBJgkNnRV7S/Cx2cmJTrl/gOn68UQQj5x+P6eKK30CB3kzDZ6s5qKFiCzR6X7QZyKx1gcYawexi74LDBhAmJukOMsNM8ngQUWa4DMUF87Lx42W45eMAKKZryy2eN87Pi5cjEJfVuBRAuBEaAhc3wFsG2M7YlgfYHSfFS5cEzQYNvAzd0hFV0VAVEUWFbm9OYQrDQVeVBTcAjEpQHCDla5kpa2vbmfhanqc/Gf1/Fl+l8OHLjFx1wam8D7Fz/n/AHym8diH25qnrp9X9889Sw3xhetY8+eU0az2RcW5pv8AfXEDyHyCMHW/c6vDaxxd2hdVnRjW2DFRZjBoeQiRwEFw5sM60lkB8EiPM8XHouBppLdlQrZNzdrWghWCyUzBVuswW8ccCVHYBxy5AGQzDSZjuwBzKFE4sWoxkcGjIgaNo4RTa0hiu6InZzQfNCb2JOceHPCkxOGVsoyqeweIl2amuVrCphcaEnFCjVdchmhr2aMuVfnhBsMDTjeT548Awa83w5yrpy84DprFCkQ36FaC+eUdQGm2+vOvr8vCUEwMcYl1O+vHJaUMp2XAfnDV8nfFdNFILnLM+jams1xLDLaMG3pAys4aLDsPyLobHLRDEjsCNQBITRhG/ROA7i4OEu1IyNtodb5Oiw+4QgaCqrMhEIIJrz2TRHgYeEuZGzEB7IYwsqQcU7NoqblfMGKlyql1JlV0mlGjIPDTAZGrmesHuUuo3jbZsMwWu0fYeKuUyXnPeg5GkoRw+0RxMlaINy9bz/KD+28f8fleMhtTXmRi+H85nBszYVOoGITZAYF4rkHFQ4MdJgq+AyZX1YRdkEBhUxZYmBUM8BIGon7sBmiXSJ+WVJ6bQk8rFhgFRFSHLQOVfJQuICkIGScoLzWuxCd6+5U2scTgWhs5IapvRg4ivMGsQZc+KCacjzAb7htvmAFWSMpUbPvtvoLa8EyTAKb+HADBY47bbm7VnyxWMdXlYu3KOVOvJsn2vJTRXYl2Cdkuj1wk2gDWYY+nAwBkjl7Z9+Zqp0Gi9j/sw9csWaMAvsymzfUnTefuwanJHyPQ5hFQq6WTW50rsuSV3wpOychSIz4Yk5CSsdnkMCLN6ejniTkflnSafIHlIpRL0IW+EhFZweSowVXBbAikRVBtaMITFwewcytwISjkxhZkUxkCuJq2REV9fQkKnQcudIuHJ8du0S9cCBtn6+k5OfjP6/iy/S+HMr9eDL+64iFz5DYlvVQ+Pjk3ED9gT6BvurxATWaaBF+OG3BDV1mCpIZdaMF5jOKPOewoyyNoYs44wq+BnXM8+xSTbxNVNUuRLmPsr7MHW0MeCBlB4KNF5qlzMa03jB3YD1UbCyQE1EyHwWYwBhidyMosDkGartCgAhh5QNEcIJCvEDdMWybAOCmzmgwwkAHCjZOIdEuI+cVXQjK3nkFaBn1gUXBCXmA2JCi7CMDANHS60wEgNopOkk0ycKojA16DBUVVXqOOLqpEG9hJEsK1Tpo87WtXeyd4xMGHTwV8VFkrPgxtlR+rwY6T6kwl8ffPjsSFuQX5MeKYcb5nqPc7Mmcq+NfWcrhvCE95vyXyfbl+EnZdihG0CXZeDeLKGxku3EWIXC8sVPQG4RgMJ0qgFmCgOdNpYwRtB8nGoY5FOOxKAJQYOzxmGUbGtQpz5g3Est4nSAMsxoiBcPCDmS0FmxqAyVwBV2vMuIICNFkAOF68cSFxidAaGUVl7JIN2GG7C6o86UQ1KOKsQYAXETK42KcDCCg1FtgWsnH8YP7bx/x+V4LFAKYguZh2TPUw5OMpeWKyqs/DyLx0tAzDBe4T2wtnGibYEIQO9U2ZYxxh8gOmcUTtEtCiOqGxmSTC5Vms+UerIxjyeiw1VWS05MTFsmIMKnIPj9jq6AFyogbYRXHlgytchJkAcJW5EikwieE3TWcITUAgtohSvytRlyGqXFkPUG4t+3GQ7CDAsA2BpVt7ciIQKaKV1ctVo4icQTNBoqIXOWe/sckIngkzVaTPWBjyckK4RusYf+jM9de0IL+Z8s+2LOHQ2mPB9ln/AJt47VlLihnk1Hy3rvgYwAKYBTtdJaeTlgdhugYPcTbb5MJV4gWQBTAERuyYX9ckdguhVpMphjkewGgl3O7BShRhgnMLzbCQpNTpF8eSnjV8uLi7JxDBT0RpgWsIYomogJRoAH82tyxC5Uw4q1AgLsNyitEK2fm3PMasxnxqADKMNBnyBP3Hwc/Gf1/Fl+y8ef2PBj988JDovp/wffguUXN3hZ+TlXPzkYvo/NZyP5TkDr2dFy5eC2bUsbgBEdFBzcoB5MWiQWivoJGaUNTwR6BEXcFsZDscTlwBAWkhOodfO8AmIhOG/vICAM3Cz6A214C4lE4UeDAhKIIKRzICgBzvlzVMPC+jaRLgU/QmCOXUBN8ofYc/U8NrZh2cD+pDybxHHA5ii8lACjqMXEwQoRbYcoUgQUSluBleXBOP9+oF5jhgS1V4b2IEcpBW10GZ8crAEYm9utZTxxmWNWmJUwAntzkQeZcm7Njs/wChyjACaL+UMPgz88NtehPzv6c+sQyffADK1ceCwUzMcEMa7tSkt7gEQ7do5Tgiwa1McmRnwMHpw7/RQI5G4HJk+YVMMHGan3VPYWc6NJ7ch8FdDxgCsUoLc5BEsNS7xoOqeSVc4AnSkAo5oDq4wVq1QjG5F0ceLw1Uv1m5zo9IDKDg42nfJmGXRLXF2O5kJ9TYWMRw+EAoETddYQiWKlGOJv2eVhbMlGEBRHeXB5IO2PkAn1jYHWhWd7t/5g/tvH/H5Xigh0AQ6ARpmYBMUVHz4BkosIVjwUQY3iAUUa8uEtVTASrJLCvJFlDYxURPEsoYGbENrgY8JXAKxnmL5VkqMEzwEwpt+0pDivRDeerp7RaB0auTTwz5OQXlFh4LQ54piKcgzsT08LnXkADIk6iDAKG9jpXG2hwXeUIjDgJ8tvJGj9rqGJdsE1247NOpS4VXchVW598yQi0RnC9nvF5ZssEz2nonZvHU5a5NtqXMf9nrkCYR0dvbvH+8cRoB8lnpIH5BOYkTuWOHxeifXgGycuku2EAVLlpngNCVVJq9iW50OmeLK+RCIFVvYJXZ4koGEcAkpkxdisD14X3BPIwErgf0I4AOygPIwkOlRwcr9L7VEMKwAs8crz8IRUHwlaAA5cxLGaqx5EkN3Jrw6RdmRsOS7MmNxGNygQMrZw0UpuFWsTtqA1wZIX7xyFMiuEqimNovPxn9fxZfuvHgy+X++DvkUsC/n/YcBgZA/wAB9U5JgVi/Vnk2Lpts4kAzDMLqYcmL77uHniFWG4Sq4TDPztedHtc35fLfuLHFMUQl0AEuEGBwEA4wP6Dfe5zhd6EjPCBKCODMgXESpDjivsVoBDloQ28Du8qArS3bvQaVjeaa1HViABNANqOmxma5Q0WqMQyZUFGGLyBwh/LBCs62AGLKCI61rIXHCtc8nMyi5Z4AIF2wHkEKrukzhODOWzF2mmxVAriJeAZwB8uojjtE8mScWiitRWcGt9snh23RavqZeOgayt2cpETRFlek/rzPfDBHg0saZ0mI56+cREK1OvF8mXt74gK1jwKIGSSVOaZPmcxirDXm4uqPZMNNjl6fNYEEZ+CbEDS58JpzmNgIYZJ1FwF+lQQ3k+P0J46DfoPwgJARoxgOOe7g6KgVHKvPAac46ngMtEPA4BPyKEyOC2nGWe2kjSAJPPFcxd47WoTdWOcuhDyWPkR9mqyWkXXhWGQLWeJfiKBpOLSmixwJGugyZOzqLqZ3jbJxzQkiaMlUTP8ACD+28f8AH5XhaSQRbDPg2GDA8LApmCOWUzoJ2Mtj0gJ1sTKqgxlSpwF+ayYG4ip0a7gPGRiGzxlYL8LBkuMcKfBg4mwHyExJ8MTyqF0eRiBuFKo5WOshJSftgHtaHkDNyyyhhfTK5ABDLwdlBBmCBTkAKZ6s9SxnkYYgGThhHXjWRdYZAOwCpku0ptHrssBbeyJdczKDDCVab7ZTZYxOAzDRCZPOBDPvoXDUMACCESr5O5IGeOSHQItB4o35y6muOOZA6XWFGGfJb92MHUqq70a6DPxi8ygDbATy6J90UO5qSuXSHglZkB0AMAoGbEamF0XbPdpBxdFQ2QYSG4QzgIioAJ5AsNrnMnB7dpuxRGKEDruxUeXKseWgdAmDaTg5Qp5H3RRVfErOQL3t6cNIRVk5QDHFAASUt0QHRcIhgLCWUlOwSvFXic/yTBoaO96WuGniFZkMGgveA7lOKpb2eYN+v7OfjP6/iy/dePBl+fs/S8/xc8Fshnyr/wBfXgGSfYwUFc5deuRLQu2ZK+Ep1vHKPiA69IzKcwflVbcT8JMdcOcepFzmlgBjZCsEgIeTpbXjgJ0SuS2TIwjWSdExdBObedmQHgCuIh4bhlDQIQwAYS4h2IPKtFgGH3QFTMOyyE1QKVyHDZXfex3gQIcdFYCofKZePKNDBejTeQupQxyaGK1h8n5YzxJG521tbkgoJKGzDHBrpU8+M2kVkiVE4XhxlDQqlzs5H3eIxoJdBuzNSkzvReLlJyrg0fCuMffjmo13Rb3h+T6EMBj1hmXAxXGJ8hs94dSsyG3vHl26zx9Ts9dG8+PGeG7bOiKyIER2yGvRyDAgq9qBhCBTPjhNJOrquwWEy50uYBBGAArqa0oeOBKnmugsXBaEXvVww43b4w4FacGwsR5NJJFHkpnFchBcy+1FdU21JaEyjyCsW2kuEusI0EnGzitNU8OkkZcOVt8IRABmFw6weOnUgdsto6I6KtKBrw2EBFFB4CCzdndIFTwr9WaPO1gyYGLPJi/JBJ/xf4Qf23j/AI/K8qzZYq3bGwx4xql4Rbs6OqBfoM2Dii00zHe1mEYhZDxeYCNmbIvOyjMuImWfBE2ESW1QBwXwOQObXMFVVWbgFZVRQHGzMzPmdwmNyEEkhmI01TPWuLxbI4W9VWJJSLhPJopCmkwgO00RVzeH5MyjGx13h4VEGORkFKOHWoN01JKTNFDIpEqLomMNcHGbVIGomMwGfK++QxB3fVPrrvTTi7oyAYo+wSjnffAYxsM4DBHGtynw6NILf3XObjPWO48byh4MwV6lHt1zvgowJi4YTFDQd540HR2dkVQMC5ypqvJoCAWXZOgz8AbZQM8z0LiNqFsffA5hhwKDGo6nlAnFYF8AgBr3BIDZUGpGrA04YLUmJkcR4nu9x4SuyvocJeET+10AQLynpUrH0FUORnVQka4bL7ORVqlpWeF7J1uU1CuRYEyEajaZFtF54zSqWqPolj8c/Gf1/Fl+q8ednt77eD++CfvnhDUzDugO5j13xzYafQF3jTO+vXKSzHeugrBW4OemOI4WE8GZvRRjOO5jhEjsmoRDJWqLOOFFnFIGjYBUWiZhwcEkKvFzgMva3NkCrNUByd7d9bxZMnQj1A4tXHR99jwKh2Kzh8mfnIEc45lGDOj7j5Qxin3wnJO55ft8SeMWcO4SHZrtJD+dHOknRy+QYP8ArxrkL1ukZa3fs/HHBMnNy/A5xfHg4ghDPh4BY1ly6nHeNl0eAmGSYj08IgkzEfV4Oh9d8iqlZixEk6T5wGu2ftVGhh3/AF1wyWHbwGPx18svMLoY3R0tnRjvgW5fJL6e3KVv0c+GKQjnQPTPe63mVKQp0TkA480u1nAWUSlcnmoMM5UOUND14Gj5DBMzsuUrMKPUQ4Y2jwsg55oMXKnkYU07LOZdLLk8LoMqIhzeBdQVA7ggyDl6xNcPMKGxoZIFoCqHDkg/MXMLWuYWDN0xjlkS2qpHLSXkHZevJBmIhmcGQBkHSpSwcmCLfaWcEWLsCZhLM9l7pnf8oP7bx/x+V4pMa0NGpaAkVzhp4tDTQfdjFNe4LTjOhZGJlrMnpxYB4eJZksNsa2t6K53zGHSKDEpu9zHWmYeEjESqXB84PnGvN49TjmETO327cmUYMcFy24LgzlvWMb98y4VyRdEA0eetrzTk8SxJLMBxACJdw3bgZ3TrkxcRBRLifda7M8XhblV3L6hgH3ONxICUTWdSdCd+ORzYXt/2deoaOQDmAwEy4WcXxpxehg0iEo86M7/w8FNoPqXz7ZnvBg5boAxfJKD/AGHHcJxiozKMc4MQNiF3nNlHoOgEcIStwPWLw/56VPepg6TUmUANywOhjM8mkadciMoLNRfZwbE1mZiwYUjkIwn3ArpvBUZFnQ6JqpMYwvArsCuTk7FKQIVVx1QyXBlghtd52Ve+XxinNFKTEoNyu+akd2RR2/G1EapGED17K0qVoss5Qq4imjAOAkUaMs1FCJQxhymMS69c/Gf1/Fl+t8edvy8Odfp+/wCuEi8yhIXyf4x/XFf/ANqfhnHANMBTWVXzkMTTdPEBTX6lQtdu5DgF57bLMg5ZnTJmhOYSQnAQWloOwHAbS8Ke0NHDvrC3DJ4NB7HwPa0L3050zmEzdVr3m93OAP14mESvvPi5/wCjy9epkRPQfs07I8rMdFl8d4/z85eCA2v41j/PmcXtn7+POD9nFEVLRPxBDhNiJZSxhc9f9g5VdMFgGdlevm7nEVmdJeXzmeZb0V5ExMWWFwhl625x8BwoiZiNZ09DN8FnsbrZ/N+r/ndQ42NizwxNycfSBVCyLDIWA75wObAzdUh2hgZ5sUJBXOiG0gNlXxM8ybJbuLbML0iJ24FEsOyXj0W7fy8FUiLgK+KXzJCiOUBGqRMS9tfERSZUHg23pPkpnOmt8uBeRqjGAco5B85xw3tfWtLQoWMTSnKIvuZFfoJEhYVcBrBLBRWLV6eI8MMwFBmlMlihgsCWydnZtihvJd6TmroatJJZAay6DuTh930gjznGJ1netfyg/tvH/H5XgmNmCvYOiKmge04eDADJPTmKJa31wJyJDq9YlzVO0uDgs2ZwCG2IdYWgMvfEHB1vv4yKvo+JyoAe+/q+5j58cgGm/t59+Dvqw5d1Pqn1wHJQjW/e9eP8vItuvr7263x6GGGALguS36+NV5I29O/2fThXRbJMrnrz7/yVkBsbqZtNz5nnHLSkBfGAld+X+3hfCVChch/oX+uYp19LLgj9suH60LhfFVrN9fLwe/kfTzh17HxwYcxeY9x9Ibr74FoN1kpjq+t47NcRUavaaq0B0XKojiCmkC0ijxQHu3lW9EMIjcCk60YboQUHCkuVyL5bY+ngAY6tdnZVQSTt8cFntohknkyMWenl7DWpM4u5v/OOKIi6wbPTNddv0lGQCCdUwR5j5t52l4dhUpSMBTgeM4zV0JZXGjLZo6tea34z+v4sv1XjxMr7PEZ9z+v9+Nc1+/7eZ918MT/JeCv0d2P9hL4p5y99rQzq5GHjB45F2yZgc46y0Pm74GTpFRwA8ySMRHjkQhkzn2z9xw/HNtYuHh43bh3/AFwHnsfA/XXwmd3kvBcX4xO7DPnZ9edBvV+Jn41rrfNJnx0nfqY898lr0f8Aff8Aj4eCzJ9X1e8fn6cHy6mev3r/ADwcX7f7f740ef68/wCuIEsj8v8Az8bzxgDkrkyj03sb9+MgXPYZk6nje+Nn2p5eqep8Z/FDt8pjMfI3bjqAaPDv3Frrt+vFW1Rq+IHWU+Zucl46XJk/Duav4RYAEEr2yXctNzwIshzNiY35Z9TTrg7qV4/SXr06beSeqMB0KPsTRgpzMXNH4DI6eLW8PN1Aom7kz34U0XEcrIS0CHhDMdEoT2nG+WuEtgdBI9HBYVtEziX/AGPvzyh56WdG7D5/rmOwLIKNidb2Ho0eMohDAgBchA6guMOMiAU0q5Z9qIs4dJGwUCQU9BiCu/5Qf23j/jP5vDsVgvVIi9SoZ9dXjTOAkOkyZdn3cdE4WWsXWs7PJ9Xnrgebgt9dOF8betciUxm5xizf9PT5xxCzI/zDv6/45kz57PHjsvj/AByB+4nj3NZfpz4P3H9+L889efv++dcMTPX0+vzwU8/79cM3+ZHzfrcpk4gdokH0jcQSdYnN5kaz1vF9OP8ApxsHknflz+s64rdE6Pp13rzwXVsT0MQ3rGMfbHFrfYlddTGPxe+F3U+LY41XJ5w7tORhcvDz2njy6xvgNMZIb6S51Rl3CPGL+kgJsiEBMecGeYElBRnQWm4csImvQ7kAWFFgprD6A1HjHyQhSTA/I7syVLhDV4R8plMHD5xqcMBYC+QZz7Wz/HMY1dYlxoRN/Acwf13DXnHj6/ktcGwapGA7A4pn1ly13JQALCx0QVj1wz1e0Mnb3Ve/OefjP4sv1Xjx/C88P39/1zD4GPfMwz/Sk9dE8cLUhZwGArpAPODnv8/PWTF+/L/Kw9BlwzgsMedcVh4FsancQG5Sm3gtuKh00pSaYnzccmYGD4iB299euWJvzvPpr8fTjHtWLh+lv9nnnayen6frzyTAmJN1ni43rq88GPl6vca74Acc19rV8Mzb8vX4/wCuuAhj6n3P9eD4/wBt+sP/ALxYuZ/V6+tnrhDP1/lx6/8AmOYpZjB28X4/HPSDCyMNDwMqLwV415+c/mJcb5ebM7Z+H1+9Z4qwFlHoV7fMmwwVD1Am8oy0c9QcL+rG8lBvWfH9mJw9C3R5nLpXXvFs+sbOAnhtk5sEo5J5aAzN+ffHOjTCAJEpjv6k5t54udrOwwYT8mU3QRqSyE8uXFRy4By0lDG9WfJ/XAmzmr7VMDMsFgQxRzSHVMYrGf744GlCvWe98zw5OOP8kiHkSacAAewcr71OhZeGF0qPCNdRXCmI8Dl3F/lB/beP+PZJOAeaXXviFeb9t/rn7b/XP23+uftv9c/bf65+2/1z9t/rn7b/AFz9t/rn7b/XP23+uftv9c/bf65+2/1z9t/rn7b/AFz9t/rn7b/XP23+uftv9c/bf65+2/1z9t/rn7b/AFz9t/rn7b/XP23+uftv9c/bf64YeYIMSY5FPH8mVZ9G3xwf4/v5/acOH4z88P4HzIv/AHrlLVCnR+o7+vL1A0nJ0Xa8q06uHlzcAZMMo47SXG5jSo5270HEb00GXaQggRbIA/VKk6SzhDIfdH5xfH9cMrr4+e8++0+hwFvftpp16xn13zb8uZJMwzY53N8pznxRPwIz2++scLD0/aWAab59K8Ff4C/bxrPo40aNfnBn65/HqBTOLfl9B0e15Br5+k8f7PWMcOMnyHgJ19fxwytMmD8e32fnlHOzeUOsev3XIGmM5jvxnOccNXgCPl98F9/1xKq7YZk0Yvpv/tjkvYwjF1D0BenOuQ9RyU8kA2LqALwGTIlN+YITsuOC4hCJSqxNEx8PlOZFbOzGOzTBv/PEUR5idjZ5UxO5OLpbXtKPSZvoPrw9SWfhet0db5Vza1+GRDvx9LzWtNEjNDLlnEB+/JBkJIvRDsm6lw3iwEBctGzziZf9C2YbGiKPqZQdr24c0S3lKRLkTPcABplkmiKfrAF3llbaTgip0FCXU2eQL/KD+28f8rbOennp56eennp56eennp56eennp56eennp56eennp56eennp56eennp56eennp56eennp56eengDR/NlG7+rnbx+/3rg/D/J+vLWiv0f8ARXmY7TTGl/65pMIpkHa0RmveEnEK4pmeClS0GZBlTQHaqV1m8nUh04YZiExDDNuW3R+nBxGxMH2RI+D88qPZ48/vXXXI7Lj1v/P99HEZzDe5jPnrrR9eCxsTIjfvqfn55mdtze0fqz9fXO7r40+DBmfo4TU3ik/fpXnWq77+/nf04LP8L3h1/wB/TPNjcHH96XHvhyDBvC76vvpz/XFjLKZSbQxHr175k2roKPhLj574AA/lWXqwa+f9ci4mB2GuGk2muDbPlVy7GOlmsHKVdAPg4mNyzyQ3g4MOjJlvnf20+OOzGL2mf1f955Th0CvrFe+8t5Up9HZr6Za8PEXG4vXyH212kzy2BDB7AI9fb5uzmmdrLpzqA/59vFhCCOlpsFftfzwodvpdZl8+cd98DF3XOyKzF131YFOFRKVgQcvbQuycSK9i3aEc74NnwQ4XgXjI7QDbIiygSXawoBYMKamJfWu/5Qf23j/5LL9v487fLeC/v/vNPo/44Y7oZexfrNXHL9JMEzg3519/HEU3WO8r/L++AeKlV03j7J6p55eBvv1AnhhcHD6gAymKq0zUEnYEntPQaZXcFbMtOxyqMNzm/U7X8zzjlRPbe+cUp1NRueTBW9ID51evp4GXmXkPp6s9dMp2ROF/o79p9fP35p+Xh+Mofi64Pqgec/Gj6f1eMan58/p19uGCvh5d/ufF1wamus18bfvjH11xjsBYusl0dT7PFkNHzmj+epvvXLwyz5zH2PueeBmRzvcbhrT3Q+nMkXB30769b9nfMZmNV2dB3nMyYW4xzO7FWeqfKM6x4OFSdYmSf58nxkxXmF607A3h/wAvXvg3ztZjWMl+3q3fM09nQK/6ufTrlgJmG30MU8YzMa4c3+n10fEnzxj7PeseNfGcPL4xWX7VcJ/15colQapqrW4xZTem8R4qMjx1VU7+PXDqQI8yYUI9YsuXMHV+gNg+tM+b34AjiZOhfyeeVRz95B/ePz8/yg/tvH/ymVaZf1t98TE5+A/4J+eeLxPhDxHqae9G6Mxce+Uzwx9c/bHBmCKZfYwHLwmFwAjFOeFZTfoykNPJDDCYTq627hqetw2vBg+r5yZx04M8S0kQD/KQux73uHJQoY3nK6J9Vzj6cFj+XowvqJjreM8ARTFnbCZO3wcmGHR376vmmQ1le389/wBmvjHvmK5m8Zy+PByEJce2frrz3x4NgeejdXB9Phy8D4no2vUv98lTBazLnv4/1xi3tezB17z+eXLpaztd5PHeL1zM4Kswj4979fnk4s0VK4IJn6H14VZgKpvQFzdISPnhqlC8TxO3odcjP0PqYjDv+/TzHNJTquy5Oo7844sF9gx878u8Xxwq8ppEOvHVe5L8cMaDpRLajSPWDWPAFkZonY3JGIdZ6OPWFGCbwFcBRDJveA8MwpiG1SGxlunE+Hd+q1B709JvLWMyU6SYLMJeo8EgbDatq4dJrySjyYQ0GCtYPCAjiuBmx6oJUp0n3UThDNIPmN+/+mP5Qf23j/5TJYmQ+Xzyfjh/B/xwGmfW7v6le+YgE8+SItOs8xXu+zr+sf8AnLLXWWNHH16Dlr3niI8ChhOYQDGwegWKQKM+b5mIAb0hOWjEEEz6CIi+7654J9FPt5l09d8ZDOgmcQN7uO0c/hky2/Lb5ddP/OUOh6/rq/K7eM8tbZZ8X/vrAnO8aJd/6vn4PHDrtxjGC/kOvu8TAia+MX5+T6a4JF7/APPpwzslEmTMwZ958Y4Mmb1676nr1Os8rCMXPhP368f8gMOp3H3foPF2mNLo4CP7OE3wdYyx7fjz4bicoA0DwZXfeZPMXgxAPbY6mNtMf4K4TvwL0duddfjrmWXTW5n39vOdb5LQyYLPnGLcJ4/Jw2XyQ3lP6b4I44PiW9qP2Hw4cy8LA9XntevMczOq3iBKJrDGPA0+sXAKV4yhlNjtAMaXJCinCnRAfCkZaMhZPDLwVp7Gn4BnIcuHafNxyjT3EHGQltAZA6hlkr5PWzqDwld6Gt9fc/bxGeMecj/kfyg/tvH/AMpkscp3nnX9/t595r9+Pio1+G4jOrjthljdOeIom9/VnL598fFMnpuCdWwZX1cKBA1rIV0IOjHyWYkXsWBQbJuCAxgtDQfa3BmPl/xxysdCYXT4Xxt4mGPoxt177vz54CPeOv3S4m+KHAmrn7etYj3xWvnvOf8A3P14PS5mTd/GMf3zT9PjLlZp++KlD/HUvzbZ1heaF483ZPTnxoHj8RHCH1ds+uajJzUmI6ofLj3l5PIG2O/6PvzDyZzsn0JjveOdEdS+Mjz7+i+XiiGAvnIbHxX5JzGGiQsLWEi/GMcwkk18Cvf+M+XK4foyWZYb2S2+OJk7U9y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"}}},{"cell_type":"markdown","source":"### - Load stuff and install YOLOV5","metadata":{}},{"cell_type":"code","source":"import os\nimport cv2\nimport numpy as np\nimport pandas as pd\nimport pydicom\nimport matplotlib.pyplot as plt\nimport json\nimport torch\nfrom skimage import exposure\nimport math\nfrom shutil import copyfile\nfrom IPython.display import Image, clear_output","metadata":{"execution":{"iopub.status.busy":"2021-09-16T15:33:53.174422Z","iopub.execute_input":"2021-09-16T15:33:53.175061Z","iopub.status.idle":"2021-09-16T15:33:55.345278Z","shell.execute_reply.started":"2021-09-16T15:33:53.174964Z","shell.execute_reply":"2021-09-16T15:33:55.344189Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# D/L and install YOLOv5\n!git clone https://github.com/ultralytics/yolov5\n%cd yolov5\n%pip install -qr requirements.txt\n%cd ../\nclear_output()\nprint(f\"Setup complete. Using torch {torch.__version__} ({torch.cuda.get_device_properties(0).name if torch.cuda.is_available() else 'CPU'})\")","metadata":{"execution":{"iopub.status.busy":"2021-09-16T15:33:55.346811Z","iopub.execute_input":"2021-09-16T15:33:55.347118Z","iopub.status.idle":"2021-09-16T15:34:07.891840Z","shell.execute_reply.started":"2021-09-16T15:33:55.347086Z","shell.execute_reply":"2021-09-16T15:34:07.890972Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# Copy the requirements file over so we don't have to change directory later. Is there an argument for this?\ncopyfile('yolov5/requirements.txt', '/kaggle/working/requirements.txt');","metadata":{"execution":{"iopub.status.busy":"2021-09-16T15:34:07.893582Z","iopub.execute_input":"2021-09-16T15:34:07.894030Z","iopub.status.idle":"2021-09-16T15:34:07.898135Z","shell.execute_reply.started":"2021-09-16T15:34:07.893995Z","shell.execute_reply":"2021-09-16T15:34:07.897316Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# Load the image dataframe so we can get BB coords\nbase_path = \"/kaggle/input/siim-covid19-detection/\"\nimages_df = pd.read_csv(os.path.join(base_path,\"train_image_level.csv\"))","metadata":{"execution":{"iopub.status.busy":"2021-09-16T15:34:07.899400Z","iopub.execute_input":"2021-09-16T15:34:07.899784Z","iopub.status.idle":"2021-09-16T15:34:07.960666Z","shell.execute_reply.started":"2021-09-16T15:34:07.899753Z","shell.execute_reply":"2021-09-16T15:34:07.959721Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"### - Define some functions","metadata":{}},{"cell_type":"code","source":"# Load a DICOM file\ndef load_file(filename):\n    img = pydicom.dcmread(filename)\n    pixels = img.pixel_array\n    max_pixel = np.max(pixels)\n\n    if img.PhotometricInterpretation == \"MONOCHROME1\":\n        pixels = max_pixel - pixels\n        \n    pixels = exposure.equalize_adapthist(pixels)\n    pixels = (pixels * 255).astype(np.uint8)\n    return pixels","metadata":{"execution":{"iopub.status.busy":"2021-09-16T15:34:07.961773Z","iopub.execute_input":"2021-09-16T15:34:07.962203Z","iopub.status.idle":"2021-09-16T15:34:07.968198Z","shell.execute_reply.started":"2021-09-16T15:34:07.962171Z","shell.execute_reply":"2021-09-16T15:34:07.967033Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# Convert YOLO coords to pixel coords\ndef box2coords(x,y,w,h,image_w, image_h):\n    x1, y1 = round((x-w/2) * image_w), round((y-h/2) * image_h)\n    x2, y2 = round((x+w/2) * image_w), round((y+h/2) * image_h)\n    return x1, y1, x2, y2","metadata":{"execution":{"iopub.status.busy":"2021-09-16T15:34:07.969345Z","iopub.execute_input":"2021-09-16T15:34:07.969879Z","iopub.status.idle":"2021-09-16T15:34:07.981169Z","shell.execute_reply.started":"2021-09-16T15:34:07.969850Z","shell.execute_reply":"2021-09-16T15:34:07.980401Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# Function to get the BB data from the images DF\ndef get_boxes(image_id):\n    \n    image = image_id.replace('.dcm','_image')\n    ti = images_df[images_df['id'] == image]\n    bx = [[],[]]\n    bx[0] = [0,0,0,0,\"\"]\n    bx[1] = [0,0,0,0,\"\"]\n    \n    if str(ti['boxes'].values[0]) != \"nan\":\n        box = str(ti['boxes'].values[0]).replace(\"'\",\"\\\"\")\n        boxes = json.loads(box)\n        lab = ti['label'].values[0].split(\" \")\n        i = 0\n        for b in boxes:\n            bx[i] = [int(b['x']), int(b['y']), int(b['width']),int(b['height']),lab[0]]\n            i = i+1\n    return bx","metadata":{"execution":{"iopub.status.busy":"2021-09-16T15:34:07.983925Z","iopub.execute_input":"2021-09-16T15:34:07.985816Z","iopub.status.idle":"2021-09-16T15:34:07.995111Z","shell.execute_reply.started":"2021-09-16T15:34:07.985769Z","shell.execute_reply":"2021-09-16T15:34:07.994055Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# This function draws boxes on images, one line at a time\ndef draw_boxes(boxes, z):\n\n    for i in boxes:     \n        # Top\n        x = [i[0] - z[0], i[0] + i[2] - z[0]]        # [ x1 , x2 ]\n        y = [i[1] - z[1], i[1] - z[1]]               # [ y1 , y2 ]\n        plt.plot(x,y, color='#ff8838', linewidth=2)\n        \n        # Bottom\n        y = [i[1] + i[3] - z[1], i[1] + i[3] - z[1]]\n        plt.plot(x,y, color='#ff8838', linewidth=2)\n        \n        # Left\n        x = [i[0] - z[0], i[0] - z[0]]\n        y = [i[1] - z[1], i[1] + i[3] - z[1]]\n        plt.plot(x,y, color='#ff8838', linewidth=2)\n\n        # Right         \n        x = [i[0] + i[2] - z[0], i[0] + i[2] - z[0]]\n        plt.plot(x,y, color='#ff8838', linewidth=2)","metadata":{"execution":{"iopub.status.busy":"2021-09-16T15:34:07.998547Z","iopub.execute_input":"2021-09-16T15:34:07.998903Z","iopub.status.idle":"2021-09-16T15:34:08.011714Z","shell.execute_reply.started":"2021-09-16T15:34:07.998869Z","shell.execute_reply":"2021-09-16T15:34:08.010707Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# Call YOLO detect.py with the image we exported\ndef detect():\n    # Clean up results from the last run\n    if os.path.exists('/kaggle/working/runs/detect/exp/labels/test.txt'):\n        os.remove('/kaggle/working/runs/detect/exp/labels/test.txt')\n\n    # Call yolo detect\n    !python yolov5/detect.py --source test.jpg --weights ../input/cxr-anatomy-detection/anatomy_detection.pt --img 640 --exist-ok --line-thickness 10 --save-txt","metadata":{"execution":{"iopub.status.busy":"2021-09-16T15:34:08.013354Z","iopub.execute_input":"2021-09-16T15:34:08.013867Z","iopub.status.idle":"2021-09-16T15:34:08.024234Z","shell.execute_reply.started":"2021-09-16T15:34:08.013828Z","shell.execute_reply":"2021-09-16T15:34:08.023020Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"### - Load and Predict\n\n#### *Then crop the image to the anatomy*","metadata":{}},{"cell_type":"code","source":"# Load one of these DICOM files\n\n#filename = '../input/siim-covid19-detection/train/00fceac64e6a/38de9f0745e7/b98508598396.dcm'\n#filename = '../input/siim-covid19-detection/train/01206a422293/875992cad804/f8ded2e15154.dcm'\n#filename = '../input/siim-covid19-detection/train/0142feaef82f/8f0c767d4e3f/55e22c0c5de0.dcm'\n#filename = '../input/siim-covid19-detection/train/0147e3c530f2/fbfa6b7a400e/6b730a1a4271.dcm'\nfilename = '../input/siim-covid19-detection/train/01494b9b4423/fb5ef1804d54/336db847af0e.dcm'\n    \npixels = load_file(filename)\n\n# Export a JPG for YOLO\ncv2.imwrite('test.jpg',pixels);\n\n# Run detect\ndetect()\n\n# Get the predicted boxes into a dataframe\nboxes = pd.read_csv(\"/kaggle/working/runs/detect/exp/labels/test.txt\", delim_whitespace=True, header=None, index_col=False)\n\n# Convert the normalized YOLO BB data of the predicted anatomy to pixel coords and add them to the dataframe\nfor index, row in boxes.iterrows():\n    \n    x, y, xx, yy = box2coords(row[1], row[2], row[3], row[4], pixels.shape[1], pixels.shape[0])\n    boxes.at[index,'x'] = x\n    boxes.at[index,'y'] = y\n    boxes.at[index,'xx'] = xx\n    boxes.at[index,'yy'] = yy\n    \n# Get only the lung coords .. class 0 and 1 .. you could choose shoulders or clavicles instead .. or all of them\nlungs = boxes[(boxes[0] == 0) | (boxes[0] == 1)]\nlungs.head()\n\n# Figure out the max dimensions of the predicted anatomy, and crop the image to those coords\nx1 = int(lungs['x'].min())\nx2 = int(lungs['xx'].max())\ny1 = int(lungs['y'].min())\ny2 = int(lungs['yy'].max())\n\ncropped = pixels[y1:y2, x1:x2]\n\n# Get the annotated BB coordinates\nbb = get_boxes(str(os.path.basename(filename)))\n\nplt.figure(figsize=(16,16)) \n\n# Plot the original image with BBs\nplt.subplot(2, 2, 1)\ndraw_boxes(bb, [0,0,0,0])\nplt.imshow(pixels, cmap='gray')  \n\n# Plot the predicted anatomy\nplt.subplot(2, 2, 2)\nimg = cv2.imread('/kaggle/working/runs/detect/exp/test.jpg')\nplt.imshow(img, cmap='gray')\n\n# Plot the original image with no crop\nplt.subplot(2, 2, 3)\ndraw_boxes(bb,[0,0,0,0])\nplt.imshow(pixels,cmap='gray'); \n\n# Plot cropped image with scaled BBs\nplt.subplot(2, 2, 4)\ndraw_boxes(bb,[x1,y1,x2,y2])\nplt.imshow(cropped,cmap='gray');  ","metadata":{"execution":{"iopub.status.busy":"2021-09-16T15:34:08.025555Z","iopub.execute_input":"2021-09-16T15:34:08.026064Z","iopub.status.idle":"2021-09-16T15:34:22.821334Z","shell.execute_reply.started":"2021-09-16T15:34:08.026025Z","shell.execute_reply":"2021-09-16T15:34:22.819638Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"#### - Notice the image on the  bottom right is cropped, yet the original BB is still in the correct place.\n\n### - Conclusion\n\n- We can significantly reduce the noise in images by cropping out unnecessary parts of the image.\n- Original bounding boxes can be scaled to match the cropped image.\n- The cropped coords will need to be normalized back to YOLO format (Pascal VOC) and updated in the images DF.\n- The image could/should be re-equalized based on the cropped coordinates. This eliminates unnecessary pixels in the histogram calculations and should result in a better distribution of pixels.","metadata":{}}]}