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)
终于写了一个让系统栈溢出的程序了。
这个程序主要是使用快排算法处理倒序的一百万个整数,当程序约运行了三十分钟后,
意外地得到vs08的报错信息。在修炼C++功力时时常被提醒要小心"爆栈",一直没机会
见识到。故特留此纪念。
ps:
当用堆排序处理相同数据,得如下结果:
![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAYEAAAD+CAIAAABTOC7TAAAgAElEQVR4nOy8d3Rcx32wDZmknFixLCu29PqzYjsusVpi05IcRlazZNrqlkhJESWrkGIHSAIECFaJvZMoJIjeO7C9911s77333nvfBbA73x8LgCBFlSROct7z8nees2fu3dnZO5cXD38zc+9WgdtxO27H7fjfi6r/7QO4Hbfjdvw/HQsOWvHnzqrV2+5+8PevvPX++5/UvP9J9Qdbdn28bfcnO2u37WrYWbuvpq5x1979NXWN1bX7lqipa6yua6yu27eztn7Hnrodu3dv37Vne82ebTW123bVbaup21a9Z+vO3Vt37tq6c9e26j3bd9Xt2LV3x+69O3bVbaves3l7zSfbdm7aunPT1h2btu7YuGXHxi3bN27Zvmlr9ebtu7btqquu3b+r/sDuhkN79h3+T7B7OQ2HdzcsK3x5ed+N5cXNXdc5tLvh0O6GQ7tuwcFd9Qdr6g/W7D1QvXd/dd11dtbt31nXuLO2cceexh179m3fs2/b7n3bd+/btnvf9j37ttc27qht3LmsfvXe/dV7D9TUH6jZe7Cm/mCl/evH+YUc2tVwqKb+UPXeg9V7D+zcu3973b5ttfXbauu31dVvr2vYubexpv5ATf2BXfUHd9UfqlDzOar3HqyuO1hTd7B678HqvQdrFqmuW9hfU1fZc2Bn3f4dtY07axt37mncWbu/uu5AhZq9B2vqDtRUCrfmQM3eAzV7D+66kZq9BxY+uPDxZdQdWDg5tY3VtfuXt7/w2aVOLTW4rJs3UbNUXjp1lf17Kyz1sVJnGdc/uPC6e6lcv3gB1C90cPEyaKyua6yubaypa1zYrG3cWdtYXdtYXddY6eau+oOV62pPw6E9+w7t2Xdoz+KVtsSeRWobD23dueedDR/WNRyord9/E3sqNOyvbThQ23Cwdt/BvY2HtuzYvXnHrr37D9ftO/Tl7G08vLN6z8cfbdp74Ejd/sP/dfYeOPLW2xtq6ho/2bH7tT+vO3ToMBwOv8FBVY9tf/bVDddG0T0E1QjdOMGywAVOgszL0kdkzqwhNG+JAVscWCIlY3DWECgagkVTaM4aLdliJVt01hLJGf0xrduvdvlVzoDKEVY5YwpHQmGLyq0RhS2stIU07rjRnzWHCuZgweTPqB1RmckvMXjEOrdI5xLpXEKtg6+28dU2od4ts4T0/pwjBXx5EJoDoTIIlUGodJ3gPAjOg8Ac8M8B/xzwzQLvMjxF4CkC9yKuAnAVgLNCHjjywJEH9jyw54BtiSyw5YA1B6xZYKmQA+YsMGeAKQNMGWBMA0MK6JNAmwDaOFDHFlBFgSoKlBXCQBEC8iCQ+oHICwSueZ69yLUXuPYCx1ZkWfMzlgzNkCJrEwR1DKuMoeVRhCwCl0fRyhhWnSBpU1R9mm7MMExZhik7Y84xrQW2fZbnLAm9QBIA8jBQRIEqBtQJoE0CbQro0jeSApokUCWAPAJEIcDzA5anTHXmCdY43hImWMIUa4zpzArc82IvkPiBNAAkfiD2ApEXiLxA7AViHxD7gNgLBC7AswOuDfAdgO8CAhcQuADXBmaMgGkGHAfgOgHXUWbZilR9kqgM42UBnCyAV4SI6ihJHSNp4mRNnKKNU7QJqi5J06dphgopqj5J0SUousr+FN2QZlS6bM4xzDmGKUs3pKn6FFWfpOqSNEOqcjaWoJuydGOGpk/TDTmmZY5tAxz74vE4AccOWDbAtAKmZRErYNmuw7SCGQuYqey3A74HiANAEgLSEJAEgMgPeB7AdoAZM6DpyxRtiaYvz5gBy7rUZcBxAI4dcO2A6wQ8FxB6gSQIZCEgCwGpHwhd8xxrlm3OsE1pljHJMiaYhhhDG6FrQkxdlG2Ic0wJrjnJNsRmNAG6yjuj9rG0Ab4lLnPlVf6SPgJMSWDLAEcOOHLAkQW2NLAkFrClgDML3AXgKQD/LDC44mg8GQBQKC2jDAplkF+kUAZFAGYBAABYnT6b0wsAmANg/guykvnFtyLBqBqDKBt1BZl4TiGeV4iBQrSIECiEQCkCGgnQSIBSBNRioJUAtXjhrcWaJYV4TiEuykRlgxbW3RFIl0PzgCFWf7BxS31Dww0O+vZDL1wdQZ+YFDd2kQ/30U6MMC9O8dtQkmGKFilw0FQBlj7CNcXY+jBTE2Cq/UyNn60L8k1RoTkqNIeFpgBP52SpTAyFkS4zUKUmssRCFFkJAjNBYCIKzRSxmaFwcHR+viEoMAZ5Bj9T6aBJzBSRkSwykEUGitBAFuiJfA2RryWLjDS5nWsISZ0ZlbeoDZa04bI2dCPBsiZY1gTL6kBZGSgrA2WFvyz3l+T+ktxXki1D6i1JvSWJtyT2lsTekshbEnlKIk9J6C4JPSWBpyRwL8B3LcBzlXiuEreCs8RxznOc8yzHHMs+N2ObZViLdEuBZspXoBhzFGOOYsiSDVmyPkPSponaFF4dxyoiKGkILvbDhF6o0Dst8E7yPWMc5xDD2ks2dRANbThDC8ZwGa27hNa3YA1XiaYuiqWPZh9g2AdnHIMzjiGmc5jtHuP6JgVBiDgKlyWQqjRGk8Xp8gRDkWSeI1vmKdbSDVhKJPM8zjiL1uYgytS4LDokCvRwne0sQ9uMpn1G3c3QDbKt4zz3lDAAEUUhwvgkPznOSY6yEiOsxBg7Oc5JjnNS45zUKDMxSIsN0GMjM/FRVnKUlRhhJgYo0S58qJccHmHFx7nRcV5wmOXqJhnaUPJWuLgZJmqGipphomaYqAkibILwm6DCFpioFS6+gpBeQcpaEZIWuKQFLmqGiRb2I2VtaOU1rOoaVt2OVXfg1O041TWMsg29hKINo7yGUV7DqK5hVZ14bTfJ0E0ydpNMPWRbH807QA/2M0IDjMgAI9LPiPTRwj3kYCcx0IH3t+P8HfhAJyHQRQh0EYJdxGA3OdRFCnUSg13EYA851M+IjvGTUFkWrszBlTmILDshTI1w4v30SBcxeA3tuwL3tCG9HVh/FyHQQw72kkO9pFAPKdRDDPaQgn3U8CAjMsZNQCVphCIDlyehkvAI09aDV3di5R1oWSdG2oWRdWGknShxJ1rSg1MMkNSDZM0QRdOLk3XAuW3TzLbpmQ4Yqw8jHCGrpllGlNBJVIUYpgzHVuDY8mxLjqGPk1VBiipIUYUY+hjXkhE4iyLXrNRb5igdo1PIaKbkDKacwZRrGY5lOEMZdyQXypbFSr1EZYjkgDdeDKTmdPYgmS2nchQVyCyZTO8MJGd9iWIwA4xGG6u/x4NG2MaGXJPDnqnhwNRweHooOj2UmB5KQ4aikwOSK02CpguJiT595xX2pfPOwa4MZDgxPRSbHgpPDwWnhnxTw67JYfvYoBcFHzh/VuWI6SLANwcYYsMf1v7xBgf94c0P2rCq+k7yoV7qsaGZM+OcZpiwEysbo+sxIidDE+SZYiJbUmiJC0wRoSkiNkeltrjCmVS7M2pPWuNJql0xhT0ktQTEJr/A4OXpvFyNl6P2sFUentYrNPillrDSmdC401pvWuNJKx0xuS0ss4Zl1rDcGpZbI3JrWGYJySxhuTWicMTVnow+WDSF5s2RkiVatkTL5mWYomVTpGyKlI2RsiFc1odLunBJFyppF9GEStpgSRMsqSsESupASRUoqQIlpb+k9JcUi8iXWG6uZUi8JYm3JPGUxO55kXte6JrlO4t8R4HnKPAcBa4tz7XlObY8x5rnWPNsS5ZlzsyYUnRDnKqNklQhgjJAUARwsiBa6kcIPVMcxzDD2ks1d5JM1/DGKzhDC87QRjB1ks29NOvQjGOY6RhhOUdYzlG2a4zrmRT4p0UhqCSCkMdRqiRGk8HrcgRDnmyapVjmqNZ5mrVEs5ZothLNVqJZSxTLPNE0i9Xl4arUpDw6Kg7281zdbFMnU9czo+2b0Q+zLOMc5zTfBxGGJnmRMWZ0mB4doIT7yOEBSmSQGhmkRodo0UFKpJ8c7ieHB6nRIXp0kBYdoER6CKFOdKCXGBplxiZ5sUl+cIzt6iXp21DSKzBh8zTv0iTrwhjj3DDtzCD59ADpzCDl7DD1/Ajtwijj3Cj93DD17BClwrlh2oVRxqUJdjOE3wIVtED4LRB+M4TXNM1rgQpaYcIKLRBB0xS3aYrbPM1tgfLbUNJOvLqboOsmGrqJlh6Su5fs6yH7e8iBblKgm+jvxPnaUJ5WuKsZ4myadjZDXS2LtMLdbShvO9rXjvF1YP3dhEA/NTzOT8DlWYQih1DkIJL0GDcxSI/0kILtGF8r3N006WiecrZCXVeg7qtwzxW4pxXmboW6K5udGF8fMTjCjELFKaQ8jZDFIUL/INVwDSG6AuG0TLOuQNjX4Px2pLATKexCS/rw8kGyepCkGiApe9CitumZ1nFK8yixZZTUPkXvRrCH8OIphhYjdFJ1MZY5y7bkWOYMVRMmyDwEqYco81DVQY45JXQUxK5ZuR/wNK6RSUQgMWvxJa03kDB74yZP1OSJmtxRszdm8ac88SJPqhHINP7kvDOcdYZz7T0TeDyVyxVzuCIuT0wkzVxpH1Rbg+5o3pWY02pNjI6rtulRY+8160CHY6DDPdDhG+gIDrRHB9oLI52EUye6hqEYPO3C7oaB9j4Uidl69Ey890p0oD000O4f6PAMdDgHOmwDHabea86pkd7Tx9XOmD4CdKGyvwi27Nx9g4P+fVNNJ9m4t4N8qJd6fGjmzDi3GSHtxKvGmWaC3M8xJcTOnMo3p/bNKt1ZmSOhdKY07rTelzOFipZw0RLKm4M5YyBr8KW17oTGGVc5YnJbRGGLKm1RlSOmdSdNwVlvAtjCRWukaI0ULcG8OZgzB3Imf86ZKHuSs6ZA3hzMm4N5SzBvCRWs4VlbbN4RKzsSZUd8kQRwJMr2+HVssbI1VrZW3BQpmyMLejIuYghfRx8u68NlXbisW0ysdGGgC4NKVqUNAW0IaAJlTRCoA2V1oKwOliuFJXkp/CWFb07um5N5Z6WeosRdkPqAOgikroLEVRC7CiJnXujICexpnjXJNcfZ+uiMLkzXhinqEFERwEp9cL5znGUbpJt7yKZ2gukK3tCKM7YRb3KQY5mDfNOiIEQcgctiCGUCrU5jtVm8Pkc0FsjmWap1fkFDNzioiNHmYMrkpCw6suigri9w0OhMZIgW6SOFewmhPmK4jxTuI4f7SeE+UriPGOojhvrJ4QFKpJ8U7iOEunDBDpS/lxAaZcWm+LFpQXiC6+kjG66hpK1QweUp9vlR+ulB8sk+wolu7LEuzIke3Mk+/Kl+wql+4sle/PFu7PFu9Ilu7Mke3Kl+4plB8vlRxuUpTtMU5/Ik6+LEzPlR+vlRxqVJdgtUUOHyFPfCOPP8KOPiOPPyFOcqXNyBVXXhtV0EQxfB0ol3duI9nXhvJ97XifO2Y7xXEe5miPPShP3CmO38qO3CmO3CuP3CmO3cqO3SpKMF6rqK9LSjfZ04fw8xOEBbclAWIc9OiVLDrFg/JdSF87chvS1Q16VJx6UJx6UJx6Vx+8Ux+8VR+/lR+/kR28Uxe9Oksw3h6SEERphRiDiFUKQQsjhEGBig6K8hRK0QTvMUs3Wa3QbndyCFnShxN1baR1AMktQDRFUfXt6FEl6dZLSMkZtGCJeHcC2jxKuTtG4EZ5gggXHMJFV4xpRhWbJMU5qqDuNlHoLUTZC5qeog25QS2Ati16w8APhaz9AE3B7KauwRjSOidUSMvpTJnzb5UnpPXOeM6FwRjT2ksvjU9pDZn5oRKNhChS2YMbhjaluodxACymXGDI/O4JLIM4VCEY4kMiUGsy9hCqblMg219aKhr1PZdF7XesFw5bz1ynnH1fOeq+f9V89Hr51Xnf2s/WxTOJbgixXpXAGDIUEPHoi0nfVfPe++et559bzt6nnTlfP61gvqpvOmvo6uzw6pnTF9FGiD5SgA9QeP3uCgtz/e2Uky1FccNMw8N0pvGsZdHSf1wBjjOB6cKkbPKPBsNY4lZyntOl9e58sa/DlHErhjRXMw702UXNGiPTLric5ag1lLMGeP5ozetDUy74wUzYGsJwnsLtM0X2yJlTyJeVd8zhWbc8XmnLE5X7okkphoiqg/W3LF5yu44/OuxLwrUXJfp+xOlNwp4M0CV7zkSpRciZIzXnJUiJXssZItVrLFytZoyRoH3gywxcqVBGp5GlXJnkyRsjFcNseBITxniABbHBhjwBie1wXLliSwxIApUtaHFgmXdaHSEtpgSROYU/vn1P5ZdXBOprcgOSqZf07lKyi9BYWnIHfnZa6sxJEW25JCS5xninGMUaYuQteESMoAWuSBcJ2jM9Y+qrmDaLpKMLbijW1EUyfF0kez3cJBfN+0MAgRR2DSGFweRymTGHUap8sSDHmSqUixzFEtNzuIYCqitTmoMjkpi4yIg/18VzfH1MnS9TC1fUz9CNsyyXNBhH6YOAIRxiY4sTFmbJgeHaJGhmiRQVpkkBoZoEQGyOF+UrifFB6gRAaolc1QDyHYhQsMkMMTnAREmICKY9PCwCDd0olVXkWImiG8SxOs8yP0M0OU0wOkU/3E0wOkM4PkCqf7iSf68Cd78RX7nB2inhuhX55kt8IErTBBM4TXNMm+OD5zcZzZAhW0oaTXUNJrKGkrXNw0zbs0yWme5rXChO1oRTdR30My9JBM3URrF8HZhfd04b1dBF8nzteB9bWhPC1QZ9OU49KE/eK47eK4/eKE/cK47fyY7fK0sxXubsd4u4mBfkpogBYeYkYnhSm4IotQZBGK7LQ4NcKO9VPD3fhAO8p7Be5ugTibp51NU85LE44LY/YLo7bzI7bzo7aL446mKWc7yttHDo5xojBpGqXMIBVJqDQyyrL3ETVdWEUHWtqBlnZhZN1YeQ9O0UtQVgZi/RUHocXXoNyrUzNXJumtE9Qrk7Rr0zM9SN4QQQphm4jKMMOYYVmyLEuWro+TVSGKKkhRBRfGYo6iyD0vCwC+zts7CpGYg0yFg61yspWOCTSzexTdO4btGUV3j6A6h+BTWCZTZmYqrAK9F0Pjk5hCidHPVTmZcltn36RCrmw82gKny46c7WLQ2dNQDGZGLtS5BQYfc4aP/Wy/4LP9zF1beLXbhHVb5XVbNPVbDA1bLA1brA1bwge2Uj9662D9pwAAJI52+vU/R/Z9YmvYYmnYYmjYomnYoty7RVK3hVe7jV2zWfRpY2tt9ZKDImVQt//Tmx3URTLUd1IO9dGOjbDP9SHZbK5Ka5AptVKFRiJXI/B0JIExMokahRKskbIxkHekgEYl+Wz7rt21+05PKAOzQIybuAbjhWZLVPzAkV52fL483fvpp23EXAn0D01fHRg8Bh0yJkAkB8J5EE6X3NGiNw2KAAxc6qltkqQAiM6CaBH4kqVAFngT8/4M8KXmvSngT5f9OZAGgIRD9iCM4Vngis35syCYB94U8CTL9uisKwFcibInB3xZ4IrlOaawNQHs8bI3C7xZYIuVHAngzgB3BtgSwJ0FzjQwWFyHDh155y/HkIaMw+NrP/jZRxurL02TOscmSHbgiJUN4bI1CZxZYIkDSxzY08AaB+YksCWBPjinC5bsBSBnju0+cVwYBjp/QRucN8WAKTin9hY1vrzMmVG6M2JrXOIuSBxZtj5MVQfxUi+c7xpn2Qfoli6yuY1gvHKjgyoDseUOmhIGIeIwTBqDy2IIRQKlSmI1maVUiGKeo1rmbxqLYbQ5mCo1JY+NSUIDQnc319TJ1nazNL1s3SjXNi30wqVhlDyBkqXgkhREmJriJSe4iUluYpKbnOAkx9mJMVZiZCZeYZQZH5mJjzDiw/ToIDU6yopDhGmELIOUp+Cy2ATXPUA19RA0HRhFG0p6BS5ugQqap3lNU5zKGKppmts8zb08xbk0wb40wW6a4jRP81ogvBaYoA0l7cSpOrCqdoziGkp6BS6+ihB3YJW9JF0vSd9L0ncTNR1YZTta0YFVduE1fRTT0Ix9iGEfZNgHaM5+qqeP6u2jBPoowT5qsI8S7CYFOvG+doy3DeW5inRfRbqvIDytcHcr3N2G9nbhA32U0BAjMsqOjXLi4/wERJJGKnMVoNLMOD85zIz1U8M9xGAXLtCJ8XVgfO1oXxvSewXuboW5K8O6K3D3NZS3lxgYmYlMCZJIRQajzqFVGaQyCRGHxrnuMZZ9ZMY6RDMNUo0DVMMgVT9INQzRjEN04xBVP0jW9hNVvThFD0bag5H0YMS9GHE/TjJMUo7TdQi+g6yOzpiybFuBbS8wLVmGIT1jTDGNKbYly7MXhK45kackCwChwdfWP47mGsbJsimashvKvNTcrVJqFAq1QqFRKDRyuer42WtDGN4kWQqf0QzByNNYBpqjg9DkEyTJ5SsDep3+3KXOK11jJ89fk8kUA0PTPVA6fEYJY2nhUPzUJxvQb744/cxvkL9/Avf849QXfsP+w2rB2tWytatVa1dLXvjV5Tf+jMVTLC63Qmu8ULcf8/zjmrW/lq1dLVq7mrN2Ne2F1cQXHkP9/gnI06uxb/7pzPtvfZWDyIb6TsrhPtrxUc7FQdx7G9597ve/f/75F156+eUX/vCHP6xd+8qrr7744ovDU2hHomyOlJxu65l91X0sezCawKrtantEI2PuabykSQAFDfbJJydcc+DCu79/vPasP5Vs3LetVxz1JbK2cFZjc5KZPK4tGsqVPW4PWyA4Wn/mUJeuAOYZLCFRbHVnympL0hmfMzhjJv+sNZzUeDNarZLE0wrpmOqDzbIo8KfmZVINliEVGB0KT8Ydn9N6PTJXgsOW4CVmsQDxx031wwJfqAiYIgVRbHGkgcabZsvkVGXc5PGgZuSaREllChuDYKL/s0/6uTaHR2AMKzi4gwcOnGu+em5a7M4DVw6IVDIoSS20JNWuIIGm4HvnhUIVlucyxYEtViDwJUNdp2tOX5RGgTFSMvkzWKoIrY7KrF6qLKjzRUkCo9idI5J5wyQl1Zya0YQIch9S6J7kOIYYtm6KuY1ovEIwXiOZuyiWPvqSg1wjLNdyB02LwlBpFCaraCiOUqWw2gxBnycZi9cnhhYdRDLP4vQFpCYDUSYm5ZEhiaeHb+rkars4ml6ufkzogMkCKGUcq8lg1Vm0IouUZxDSFEySREjTSGkWIc3CpVmYOAsVZSrAFgsQYQYiSMMkWbQyj1UXcJocRp2GS6OTfO8oyznEsA7QzP1UUy/Z0EPSdRO11yFouwnaLry6C6/uJmh7SLoekq6HpO+nmgYZtkGGdYBmGaBZ+qimPqpxiGEbZbtG2e5RtnuE5Rxi2AYZtqEZ2zDLMc71TAr8E3z/ONc/xg2McYJj7NAYOzLGiY1xYmPc2Cg7OsSMDDIiA/RwPy3UTw31U0J9lFAfJTRAD4+wouO8+JQwOS1OTUtSEGkaocii1fkKCGUOIk1PClNj3PgIKzbMjA7NRAcZkUFGZJAWGaCG+6nhSlP91NAAPTzKjk0KkzBZGqXOYbV5rDaHVWdRqhRCHoPLozBJGCL0T/E9E1z3JNc1yXVNcCo4x1n2cZZtbMY6xrSMMy0TLOsk2zrFtsF4DqTIi1OEqPp0ZUmU45jj2Gc59iLXVuTaizznrMA1L3SXRJ6SNAAEBl9b/wSGb5qgyiEMdQ+M3dTabbda9DqdXqc36A16rfbkuWujBDGEqkCx9MMI6jSOieEaYHTlNE15/Gwba4bJ43BZM0wOmyMSCs9dvDaI5CCZGgRHj4ATp7d9hHt/HezFp9CvPkt87Rnaa0+zX39a+Oen5W88Zfzzvw29tvZi3xRToj6wuXp0eAotUB7duFX56r/K33hK9MbT3D8/PfP60+TXnsG99izixd8R3//z2Q83fLmDqrvIhvou6uF+2vEx3uURwt1/d9err7765JP/VlVV9ctf/vK73/1uVVVVVVVV58CkOwPsKcDBo7fvnvID4E2CDADI04enUYK+tgsdjEA2aj50/CSUI2hs79hzaABDYOyr7VHoKdW9bVgi5MVPPjz8aePL1ZdVes3xHXtqjx9/cfXvTvdKoFP9W+pP7anefRVOu7j/DF5m/uzdl49AZITJ1gNXr2384L1Pm6YU3tD5o4cmpDGLFLNh3bqDzWMQyNXtBy5YErmL504cOn3wnbc3t0BoOPTl1WvfPAvnwSdRb/1l6yuvvd8GlR06Vf3egYObP3xv95nj27dt2tXEDs/PX+tsrj98EKbwuHIgCgBy5HzjZYxcNVN3ZMAyCxj4ya17d3x6fhCBmNr6l3fqa4+9vX7viUPn3t6weVjuGuu9/FHtsQ///U/P7r5kyABbLNp7ZP/7m6r/+Pa23qnJA4eOt/aM7TwxMT0+sHXd+y+/+Gr9FQLXliXJfUihe4rrGGbYeiiWa0TTFYKp/es4SBKFyWIwWQwujyGVCbQ6jdfliIbCDSMya4linSeZ5/CGAkabg6uT04rYsNTbIzJ1CrRdfE2vQD8hcSGVYawmRdDnCbo8Vp1FK1JIWRwhi6EVaaw6h9MW8NoiTlvEagpYdQGrLmA1i6gLGHUBpykS9bNEwxzROEs0FLCaDFKRgEkj06LQlDA4yfeP87xjHPcirjGOa5TtHmO7Rznu0cpOrqfCOM83KQhMCgKT/MAE3z/B908s5n0QSRgiDk+LQlOi4JQoOCUKTYtCUEkUJo3BpDGoJAoRxyDiOEScgIgTEEkSKklBpSmoJAURp6ZFySlRckqYnBIkJwWJSUFiUpCcFqWgkjRclkYosghlFqHMIpU5tDqP0RQw2gJGU0Br8khlDqHIQqUZiCQ9LUlPi9PT4vS0KD0lSk0JU1PC1KQgOSlMTgmTU6IUVJpGKDIoVQ6jLeB0C2C1Oawmi9FkMaoMSplCyGMIWRQhiyKkEbgkApeG4ZJQBYQkhJCGkNIQUhZGyyNYeQSnjBE1SYo+zTDnmbY5jn2e6yhxnfNc5zzPNc93LSzgLjmIb/B1DEKIIieEroUx9RCG7nI3/GTT0KnmkVZW2FYAACAASURBVFPNw6eahk5cGrgygEUw9YgZHZZvHUPPQAkcgsCGYOrRbGPXOPl009C5K6MVTjcPXelHoVg6NNuA5ltRKBqkdjtlz2b0X94gfryO9vE65qY3uZ+8IdnyhmLrn7VbX2dvWd+/Y3PHxr9QP3xl9KO3OrZvRm17X73ldcXWP0u2vCHY/AZ70xv0jevIH6/Hvv86o3bz+c0bVfboVzvoUD/9+Bjv6LXp6p07Nm3a+Pzzz7/00kunTp26dOlSxUE9wxB3GtiTQERDvfPeCcMcyJWBN1k0OyPO5LwAP7j7ZKevBKY7ek7VfjaG4qChXfubD10gGbwG3MZrlyCYkb+ch2dBpn3btotnr3ywZwoAMNncefhoy4fndqsAmPVwNhxuHxhu/XDf2fqGY0cuD322vx1JZZ893tp0GcHWJqjIjvpzaJ1ecOTsqSP9cJpMvu/w/gvX+vafH8KTofVnLp6Fs2VGxY5WmLsAdnyy5i+H20+cOtMxTNpz5iTEAqbbmrdeVnkc2rqP21XpsszuGr92uX4fzAMAl4/ce3ZaFAWRVPb00aPj6tD5TQcGeSUAgJozXn3kjC0zV71/w6QdQOFdNU19B4/sEZeBS46sPnFOmQFGnejfHn+loamnoaYeokthrzT+4/3rOb65Xe+++9qOMwcPHWm8gmBYMrd00DWSuYtivdFB7lG2+yYHVVIh2EIqVBmR5RdGZJY5qnWeusxBKG0WpkpOKSJDUk+3yNQh0HbyNb1C/YTUjVRGcbo0yVgg6vNYdQolj1X+KtCKBF6bJxmKZNPcAsZFlm+a5iimeYp5nmKeJ5vmiMYiXpfHajIoVQqhSMBl8UVHhKeXARGHIeLIApIIVBKFSqKwxR7BZLGKXGCyGEweh8sTcEUSoUgiFAn4MhDKJFKZRipSiArKFEKZRijTCGUGpcyiVFmUKotUZZHKTAWEYgGkMoNUZlHqHEqdQ2lyKE0OrcmhNXmMpoDVLoDRFtCaPFqdR6lzKNUiiyO1JRCKHFKZQylzaNWCwrAVB+kLOP11GeG0Baw2h9FkMeo0Rp3GatIYdQajTmPUKYw6hV0Ep0njtRmCNkPSZciGHNVUoFuKM9ZZln2O45jnOksVeJUbRxbvIxF4SiIfkNnjbf0TdJmTrgrTlEG6MsTSJ9j6JFufYOsTbF2co0+wdbEZZXBGFeQZEii6nMhWCkxJpjrIVAW5+pjAlFwO35hgaUIsdZBjTDAYUvyxQ7Lms5xP94qON8hONKhO1etP7zWfrbOdq3Ocq/We3xM+Wx0+W+07vydwblf4bHXg3G7n+Vr7uVrL2TrD6XrtqXrFiQbJsQbhsX38lgtXG+oNnvgXOuidjdXdZGN9F+VwP/3EOO9EB/Tdf39n79669evXv/zyy//yL/8yODj43HPP/epXv7raPeJKA1N43heJNR3dsfFA0/jI5EWWZrrp4iRWE4y7ju07xXSVjcxLv336pVHerEqD+ufVf8Ir024d/L3WM+OosY+bcdGst/XD9yemoLs+2t421rft1Q1HLuPOXd5Wfa6v5eTBz7pJJr3smf/vJydJipb3/vBsbafKbIWN9q1/bt3pXqnTIjt46gScbR4b6Hn5jVf3w3QsSOvqx353GaHkccVXW848uW7bCFe2eWddJ1Ha0nF4y4mOXphMYrXXnDwHN5eGmgd3t+hNeumBjR04lfgaBPtZ3b4jl1kz7JHH1z5/qAMKZWvsswA/Mdw8woYNd23Zd659ioqAXN3X1GKKpLZf+GTSDEbG2uoGZ5pPHGq4NPXZkZ1vn7w43Hx1DMZorP6sthM6CRMxBZyjxw/X1R5pbMW0nmt5p+b81W44nOWeMUUJMh9S6J7iOIZmbN0USxvRtDgWs/bRbcPMykyQszIS+SIHweUxpCKBVqVuWCOzzFMtC/NBOF0eoU5PK2JjstCA2NUpMFzjazr46l6BblzqQqqieF2aZCwQ9DmMMoGQhqFCP1ToRyliBF2ObCpWmvpqrCWKZZ5sniOZZomGIk6XQ6szKFUKoUwiFAm4PA6TXQcuX04CobglSYQyiVCmkMoUUplCKdPIG0Gp0ih1BqXKIFUZpCqDUmVQ6mwFtDqL0eQwC3L5ArR5zDKw2jxWW8DqlrEooy9Dc72M1RZwy5Kg6ybSF/D6Al5XwOnyOF0eq8thdTncAlm8LovXZQm6HEGXI+hzREOeZMiTjXmqqUg1F+mW2RnrHNM+x7LPsx0lzjIN8VwlvrvEd5cEnhLfU9ZGyhMYWmvvBIzIncZzpvHsChA8B0LgQAic6wUCB0kRtg9Ce0agaKoQRuDcAJFz0x4EVTQ6ONG59QPkqc8gh+pgR+qRn9ajjzbgjtcTT9STTjSQTzZQTjZQF6EsblJONpBPNhBPNOCPN2CONqA+bYAdqYcd2999sBGHxDtSpcrNfbfKgzZWd1GM9V3UioOaRkl/97fffPw3q3/2s59W0p977/3ub5944pe//EVzx4ArDYzBgjVa9idz0JGx5s7JGWtawRNw5B5ftjzZefyzLo7T7x/BUmX+vMvhgsN4ytC80+sgKbVSg5koNjoCXjaJqLM7aISJC5cuDI2hZmQuq0V+pa2jdRSrD826gz4UEs9R+agMCmpGb7Q7h1o7mscxIlvUHoy0njxyvAfdOzjY1ImWeeZEhKHfv76HZIryBfyTl7sGUXJLfI6IwPTgZOZwqqt/qHVEaogWSRKTxFcSKBwkRdLgjVE4Hq3X3zswdLGXp0+CGYHocs9UU9dIJ16qSwKbXVHTcJblKcKnRi5OMARmL0Vm0YeLeKlc6C3zNWaSsaA1GprahpomSAS1jc6QMHVJpc507mr/EE3LFitGZyxqp6sfzuaZgu1Xuk50wkjaBEMTxkt9cIFrkm0fZFi7yZY2wuccxHaNLlBxkH+5gxY1FEUsrZFpswR9nmQqVianyeZ5omkWo8vBlKlJWXRY7O8VOtr5+jaeup2n6qk4SBnF69JEY4Ggy6LlMbgkOC3wTgu8KPl1B9GsJerXY0lDBEMBp8thNBmUKoW8bqJl3KgbpPKWpJCqJdKoW6JOo9SZCmh1Bq3JLoHRZjHa3Jehyy+BXaDwXwen+2IT6Qs4ff46uhxel8Prc3h9jrAI0ZAnGfMUU4FqLlLNRYZ1bsY2x7TPsRzzbEeJc5OJ3AsJEd9T1oQBV+NC0/goKg9N42NofDSNj6bzMQsIMHQBli7AVgoMIY4hxNL5WLoAdxMMAZ4hwC2DQOcRkFgMDI1FYLAILA6BxSFxOBQeh8Lj0QQ8moBHE/FoIuFz4NFEPJpQqYlF4jAILBaGkgrltjTQhIHuSxzUveig42O8i0OEjz7+5A9/euXFV/687q1317+94ZXX17348usvvvzaOJxoiZUN/rwpWLBG54OzIFYCvvisIwkc0bwpmJXJ9CiYWBvKe2KzFn/SHCoG8sAVKdii8/5EyRnJuUMxg8NjC/hNNpPN4/IGPE6/2+qyG93hULYcygKrP6l3Jy3+rMrsUdkiWntAZvKbwgVHKKey+uXWMIfP7KHKzMGCLTrPZoy9/f57l6YkcrNXoPcZggVzpKD2ZO1Z4MkCUxR4Z4G3AAxhYE8Bc6RsTgJbAujDwJoG+jBwFoCnCAyhsikBPLPAUwTONNAGy8YoIFPoM9ZZVxG4s8AYAZY40IXK1gQwhkvGGDBHy7oocBWAMwtMEaCPAW1oXhMCtgwwhssKX0nrL0qcOZW3ILQk5f6yzF2c0YZIiiBa7IXynGNMWz/N0kUytxFNV/Cm5Q5aFJBrjOOuTMHe5CCoNAqTRWGy2MJdi+o0TpcjGgpk0yzFPEc2zxGNs5X7gyZkkUGRv0dgv8bTXeWq2nnKioMQyghOmyYaC3htFiWPwsTBab53mn+zg/6jGiIai3h9HqvNYjRplCqF/LyD5IkbM6Av0NB1B6Vu7SDVdQehbnQQWvMfcNAyE/0VNHQLE12XUR57o4ZuMhFRnyPqcyRDnmIqUsxFqmWWbp1j2OaYtnmWo8R2lG4wkeu6ifjusiwE1DGgiQFtDOjiC+gTQJ8AhgQwJIAxAYzJBUyLmJPAkroBa/pGMsCaB9Y8sN1E7uY99i+iAOwF4CgARwGY02DpIQfNV+ZBx0ZYZyc4XXjlKN2A4Nup6qDQklR48rrgvC4wJ3em1d681pfT+wvGUNEcnjOHZy3hoimQM3jTWldC60kb/CmVPaJ2xnSelMGfMQby5mDBHMybAlmjN6FzBNVWt9psURn0Cr1WoVUr9XqVyaax+wzeuNGf1ntTWldcYQ2JDR6Rzi3Se8QGr8QckJoDYqNfqPdILBGVNSw0+MXmMFeqgnJUfHOYp3FztV6hKSJxpJSevDowpwmWNIGFmwwXbzW8jjJQVvpvRnEdoIsDTQAofGXlIgrfsgq+ksJXkvtKcl9J5p2TeuaknlmJqyh2FcTOvNCe5VlSHFOcbYjOaMM0TYisChIUAbTEBxO4Jli2Ibq1h2ruJJnbCMbWWzqI415wEN8/LQpBbnLQ4hoZUplAq1MLqZCxSDbNkUyzRGNxyUFDX8NB8C920NfX0OdSoTRSmUQokvDPa+i/PRX6Ugdp/xsd9MUauoWDFliWEBENeZKxQDYVKeYizTLLsM4xbPNM++c05LquoaWcSOApCT0lkack9pTE3sWb+xfv9Zf5yjJfWe4ry/1lub/yYFNZ4S8r/Tf8UaiCZVWwrP4cmlsSuoGbn6b6Yr7UQd3UwwP0Y8Osc1O8FqSkE68aZ5qwEg9THxXa0wpPUeEtKjx5hTun8mTV3pzWX9AFZvWBWX2wqPPl1O600pGQW2Mya1RmjcrtcZUrpfFmtb68zl/Q+fNab1btSipsIZnZIzPaJHqTWGMQa/QSvUVqdCltIY07pfXl1J6M0pmUWqMiU1BoDAgMAYExKDSFhaaQwBjiGYI8Q4hnCPGNYb4pwjcnxLYEzxDi6MMcfZhnTggdOYmrKPPOLzxysexhsYVHxjzXEd6E++uxrKbAXRK45vnOOZ5zlmsvsq0FljXHNKXpujhFEyEqAjiZDyvxIkVuGN81zXWMMa1DdFMv2dRJMl0jGq/gjVcIpmskSxd1uYMWFpXGed7KsxoQcWS5g5ZPTiOV11MhknGWZJolVBykSk3Ko8PiQK/Q0c7Tt/GWOyhacRBBl0Mr4whpCCLwQQQ+lCJG0P8nHbQsFSrgdNmFEdlXp0KJr9TQ/12p0BfLKI/VL4DT3aChpYQIv1xDpiLNMku3zTFs8zO2eaa9dIOJXNdNxF/UkHDxqr7uIO+SgyosOEi+7L9b5ddw0F9XQ1/iIFN9N/XQAP3YCOvMBPcyTNSOlY/Q9Rixk64J88xJiTMvceYkzqzEkZU6cjJXVuEpKH2zKl9R5SsqPXmZMyO2JUWWmNASE1niYltC6sjI3Tm5O6/wFOSevNyVkzlSEltMZA4KjT6B3i3QuQQ6t8DoE5vDUntC7s4pvEW5Oyd1ZEW2tMCaEFgSfHOcb47zzAmeOc41x7mmBMeU4JjiHFOCY05xzCm2OcUxp1mWNMuc5lhzPMcs3znHd81Xnj7lOkscZ4m9CMtRYn4R9q/N9crzTPv8jG2OYZujW2eppiLFmCfpM3h1Ai2PIMV+qMA9yXZMsOxjM5ZhmmmAou8harvwmmt4XRvOcAVnaMYZWvDGNqK5g2LppdkGZxzDLNco2z3Cdo+wXWNc7wTfPyUMTYsiEHEUIrkBqDQGlcZgsjhCkUSrMzhdjmAoEIxFvKGA1uXg6vSUIj4qDfWJXO18w1We6hpX2cXXjkpccEUUW3GQPodRpZCyKFQUgIoCKGUCr8uRTLMU8w1zz5QvwbpYMJdIpjmicRavL2B1eYwmi1SlEMoUQpGEyxMw2Y3coKTk4hLYcpaWvRYWv5C3AqHKIFQZpDKDUC7MUiNVGaQyg1w2V30Dmtz1wsLqWB6lzVfmqiuLYmh1Hq3JozVfNTP9tVlcd8vfkIJpc9jPgdPl8foc3pAnGgskY4FsmqVa5mjWOZp1nmErzdgWrjpWxUfOEttZ4rgWMiOe+/rCWWXxviKjChLfUk5UruREshtlpPQvPPutDC6g+hy3dJM6WFaHFtB8FV/lIKqpvpt2aID+2SDzKkYxOmOG8O0EuZ9rSSg8RX24bI4DSxyYY8AcA5YYsCSANQlsKWBLAXsK2JLAEgemKDCES4ZQyRguG6PAHAOW+PVfHrAkgDkGjBFgCJcM4ZIxNGcMzRvCJVMUmOMLP01gTQNLEpgTwBQHhhjQR4E+CvQRoIsAXRjoIkAXBdoo0EYW0ESAJgo0EaCOAFUEqCs/bREDqhhQxYAyChRRII8AWRjIwkB6I5IvRrzIF9aJAElksXIIiENAFARCH+B7AdcFZmxzVGOOpE0RVFGMLIyUBOAiL5TvmuLYJ9j2cZZtjO0c5XpHuf4Rnn+EH5gQhKbFYYQsilbEsao4Tp3AaRI4dZKgTZH0WbIxTzEVaeY5qnl2OTTLLM0yR7fOMewllhNw3IDnBXw/4PsBzwvYHsBwAYp9DmtNQ02BSb17SueE6j0ES4LhKHK9QBgAQj/gewDXBVj2eZZtjusGQj8QB4Ek9HVPlCQMJEvdDwCBH/ArJ8ED2C7AdIAZe5lhKzOsJfpybCXGcuzlmVviAEswP8eMfeEthh0wbGWGrVwp0G0lhq08Ywe3wAFm7IBhLzMWG2e6AMsNWG7AdgOWa7FxJ2C5ANsNOJ6/Jtylsvfm/cvh+4DADwR+IAoAcQhIQ0AaBrIIUCz9RMziRa6OA3UcaBJAmwDaBNAlgT4JDElgSAFjCphSwJQC5jQwp4GlQgZYM8CaAbYMsGWBLQvsWWDPAkcWOLLAmQXOHHDmgDMPnHng+gLcn6ewgCsPHBngvCVZYEsBzZc7qJtqqu+mHeijtyBEbeP4T1sGT3eMX+6FtI+ieqdwQzDSKJK6AIIyiqCMIqmjSNooija2BJI2iqCOwMkjcPIIgjyCoIwiqWPIhXdHUbRRFG0ESR2BU0YQlBEEZRRBHUVU2qSNIeljqAVGkbQRJG0YSR1GUIfg1CEYZQhGGYJThhHUEQRtBEkfQdFHUPQR5A0MV0DQhxC0YSR9CMkYQjKGEPRBBG0QQRuE0wbh9EEEYxBBH4QvA8EY+hyDy/j8uwsstF/5CsYggj6IoA/Caf1wah+U0gshdU3iO8ex7WPoayOotmHk1UF4az+0pXe6uXe6pRfS0g9tGUC0DKJaBlEtQ6grw+irI5hro9iOcVznBK5zAt85ge+axHdNEnqmiT3TpF4IuQ9C6YOSPwelQj+M0g+jDsBpS/TBqL1QcjeE2D6FvTKJaJmAtoxDWseh7VPoHgihH0oegFMH4bQBOHUARh2AUvqhlAE4tdKR6x28JdfPD30QTh+A0wZg1H4opQ9C6YeS+2GUARi1H0bth1VORQXyIpReCKXvBipd+yIWmlpoEEbtg1ag9EIpvVBy7zSpZ4rYPUXsmSL2TC2Uu6eI3VOk7ilS9xSxe5KwuIfYM0XqniJ0TeC7JvBdk4TuKUIPhNS7eBp7oZSeaVLPNKkHQu6FUvpg1H4YrX/ZKf0fAkEbRCy8DiLoQ8glGMPLQTGGUYyRm0AzRm9k7EvAMMZvZOK/CHZmGs+6JRMYBkOkNUe/2EHvLOZB+/voowzdY8+9XFVVVVV1R1XVN6ruWFH1jZV3rFh1K+68Y+Wd31h55x0VVlRY9u6KO7+xcoHFOqtuqrD4kUqFW37LDXxjxarFNld9Kbesc8s9fzVWXC+v+sbKVd9YsZyVd9xIZf/1Tq24+XhWLLFq8fXLueEArh/DHStW3bFiZdWKlVUrVlQtffUNJ+TO/+w5WbW8p3dc78X1dlb8tVh1i51fdgGs+Hp82bWx6q928P8p/roX503csXLVX43Fy/hXqx9Ta/USmUKh0lRQqrVKtVal0Wl0+u7hKY03o4uArxiL7e+nD9F0Dz/xXNXtuB2343b8R+Kxx35TyOcT8Vg2k6mQy2Zz2Ww+l5ufK45C0Qpn8isctLeb3thHb0eLNtce3t+4r7Gxsba29u/+7u+Wf80vfvGL06dPP/TQQ1/nmO68887lm5988smLL774X+nkgw8++MQTT1RVVd1zzz3V1dX19fUvvPDCN77xjf9Km7fjdtyOv0o88cQTqVQqFArF4/F4PJ5IJJLJZOU1l82MQNBKV+orHURr7KN3YqVvfrDjg/ffQ6PRzz333N13333nnXfed999f/M3f1NVVfXNb36TSCRWVHLXXXdVVVXde++9f/u3f/v5A3r00UfPnTv3wx/+sFLtnnvu+eijj5566qmqqqpVq1bdfffd99xzT6XmqlWrvv/97y998K233tq1a9eqVatuavDll18mEAjvvfdeVVXVL37xi7feeutnP/sZnU7/3ve+d1PNlStX3nfffX+lE3s7bsft+Fpxk4Py+Xw2m02lUolEIpfNjEyjlc4vdxDNvLeH3tjHGKLpfvTIbx956EEYDFZp+r777qutrW1ubn700UerqqqGhobefPPN+vr655577u233z5x4kRra2slPVkeBw8eZDAYO3fu/M1vflNVVfXaa691d3e//PLLVVVVTU1NLS0tly9frqmpeeihh06fPn3s2LEjR45UNPfBBx8cOHDgphyqqqrqRz/60fj4+LvvvlvZXLVq1bZt21pbW2/K1H784x83Nzc3NDTU1dVVGrwdt+N2/A/EkoMSiQQAoL+///jx44VCIZ1Ofw0Hbarpopn39tIb+xmDNO0vfvP0Pz/y8PT0dKXp119/fceOHQgEoqampqqqqqOjAwaDnTp1qqqqCo1GHzx48NixY2+++eZNB/TCCy+Mj48v39PU1LR58+aqqqrx8fFdu3a99957/f39dXV1OBzuww8/PHfu3Le//e2qqqqf/OQnDz300C1HWG1tbe+8806lvGLFildeeaW/v//uu+9eXud73/teXV3dK6+88tJLL30+mbodt+N2/DfFkoOKxSISiVy7du3evXuZTGYul8vlsv9hB7380p+4XO7f//3fV1VVTU5Obtiw4ejRo8eOHbvvvvsoFMqrr756+vTpjRs3tra2fvDBB5s2bVqzZs1NB/Tkk09OTk7u2bOnMv766U9/Ojk5eerUqR/84AdQKHT79u2vv/46BALZuHHjwMDAM888s3PnzsqY7sSJE5OTk59PYX7+858jkcgjR47cf//9Dz30UG1t7TPPPINGo5d+22ipWnV19d69e1tbW285SLwdt+N2/HfEkoOSySSPx9NoNF6v1263x+PxioMUzpT2yxxEN+/tZTT2Mwap2n/53R+fe/bZTZs2/dM//VNVVdUPf/jDDz744JFHHvnDH/7wyCOPfPzxx/fcc88///M//+53v7v33nvff//9t99+uzLpc1M899xz77//fuWt559//v333//LX/7y61//eu3atT/4wQ9Wrlz5xhtvfOtb33rmmWc2btz4+OOP33HHHVVVVXfccUelcFP88Y9/3LBhwwcffPDoo4/eeeedr7322scff/zggw/eVO3OO+989dVXN2zY8Ktf/er2dPXtuB3/Y7F8Piifz1fmgzKZTCqVqsxJK1wpbQSoguXwVziIplv9zEv/2925HbfjdvxfFjfNSVeWxpaviy05KPQFDrLs7WU09s8M0LSP//7VH/3DPyw1vWbNmscee2z5l61fv74yE/zDH/6wMtRaip/+9KcvvfRSVVXVd77znY0bN27durWSjNxzzz1r16595plndu3atWHDht///vdPPfXUihUrqqqqVq9e/eSTTy618NBDDz377LPLv+v++++///77q6qq3n777eVz1W+99da3vvWtpWrf/OY3/2qn83bcjtvxH4wnnngik8mEw+Hla/PJZDKdThfyuaWxmPoLHUSz1PcxGgdmBmnah//1+Zdf+tOvf/3rxx57bNu2badOnTp+/Pi2bdsef/zxypdt3rz5rrvuevDBB3/9619fuHBhzZo1Dz300MqVK6uqqh577LH169dv2LChpaVlz549Tz75ZMVBd95557p1644ePfrUU0/96U9/OnHixG9/+9tKa4899lh7e/vjjz/+8ccfP/bYYwcOHOjp6alo6Oc///kbb7xx9913Hzx4cNWqVdu3b//2t79dWXf/+c9/vn79+nvvvffRRx/duXNnV1dXbW1tZQ3udtyO2/E/H//6r//q8XhYi8FkLhWYZqNxDIpVOlPa8Bc46J1NNV00y95eRuPAzDBd/0+PPbNy5YoHHnhg1apV77777unTp0+ePPn2229XVVX94z/+444dO9ra2tavX19fX//OO++sW7furbfeOn/+/AMPPLBy5cqampq77rrrzjvvfOWVV5ac9bOf/Wzr1q2vvfZaQ0PDm2+++cknn2zbtm39+vUfffTRt771rXfffXft2rX33Xffu+++e/jw4dra2t7e3gsXLvyf//N/qqurn3/++TVr1hw5cmT16tVvvfXW7373u4cffviuu+6qq6tbvXp15Z6jhx9++Pjx47/5zW/+4R/+4ZZzSbfjdtyO/+5Ys2aNXC4PBALpdDoej3u9fpvdaTCaRGIpnU6rrItpw0AdKIdKt3JQN8PS0D+zf5DZTVSs+2jne+9tuOeeex555JFt27Z99tlnR44c2bhx47p16+69997777+/pqamUl6zZs2//du/ffOb33zyySfvuOOONWvWQCCQ7373u3ffffdrr7328ssv33PPPd/5znfuuuuuBx54YN26dZs2bdq0adNHH320bdu2p59++gc/+MEDDzxw5MiRurq6Z5999oMPPnjwwQePHDnS19e3YcOGH/3oRzU1NUePHv3lL3955MiRjz766MyZM9u3b3/44Yd/8pOf7Ny5s6Wl5emnn37jjTc2bdr04Ycfbtq06fz58z/+8Y//t/8tbsft+H8x1qxZI5FIYrFYJpOJxRIOh1ur3SynzQAAIABJREFUNYjFcjaHT6GQh6dQX+kga0M/88Agq5+i+e3aN/7y3oa1a9d+//vf37x588aNGyvieOSRR1auXHnvvfdevXr1t/9/e3ce1tSB73+c3rnPndvntrPcPtN56u087W/u3N88t+38Otbaqq0bWKmtbW21dWzFehVl30FRi23VulZbq6iAGzuEAAEE2cISICtJyMa+bwIJCUkICSqc3x8nrAkJJ3Guv97f5/V8H5+UJeScA++ec7K98cbWrVtjYmJCQkJOnjy5a9eu//zP/3z33XejoqJCQ0P3799/8uTJEydOeHt7kwduLi4uBw8eDA8P37t3r6en56lTp7Zs2eLi4vLnP//50KFDPj4+7u7uZ8+effXVV48cOXLx4sWXXnrJxcXl9ddfX7p06W9/+1sfH59Vq1alpKRs3ryZvDP+9ddfn97PeuONN5YuXbpx48Zly5bhcYkAj8WKFSuEQqFKpdLp9CqVur29UyKRc7mi6mpO6dwGKa03qKIt/FbloXhWYnnDH//61qt/eWX9+nVPPPHE+fPnvby8vL29z5075+Li8tJLL3l6eh44cOAf/uEflixZsn37dhcXF29v79/85jfPPvvsU089tWvXruk741evXj37JkZGRh4+fHjfvn0+Pj4XLlzYunWri4vLM8884+3t7evr6+7uvmvXLl9f36ioqMuXL3/88cd/+ctfaDSap6fn+vXrAwMD3dzcoqKiPv300+eee+7f//3f6XT6nj17tm3b9uqrry5fvvztt98mH4QNAI8F2SClUjk6atBq9V1dPXJ5A4830yBpl65eScgHJlVWGxRX3h5+s/JQPCuhvPF/L1vz+mtLN2xwe/bZZ8+ePevr6+vj43P27Nmnn36aPMG8e/fuJ5988oUXXvDw8HB3d3d1dZ3e+9i/fz/5cGc3N7fZDXrqqafeeuutbdu2HT16dNOmTe+8884f/vAH8s61ZcuWrVq16uWXX/b29t64cePevXsPHz7s6ur65JNP/v73v//DH/7wyiuvfPXVV0899dT27dv/9V//9cUXX3RxcVmyZMnzzz+/dOlST0/P48ePf/3111evXv3yyy9/+ctf/tu//VtMTMz69estV9MLL7wQExPj6upq9VPXrl1zc3N79BsH4P8DZIPUavXQkLKhoUkmkwuFYrFYxmbz5h2LWW/Q9YqOA7dYhxOqEssb/+O11cuW/vXcuXNvvvnm4cOHt2zZsn379uPHj5PPMiXvnyIvL126NCws7OWXX56+HZ6enkuWLPnd7363ffv2Tz755Nlnn33yySf/5V/+hTyac3FxWbVq1a9//WsXF5eXX355+/btv/nNb5YvX/7DDz98/vnnHh4ev//97//0pz8tX778l7/85Ysvvujt7e3h4bFhw4Y9e/b89re/jYyMXLJkydNPP/3HP/7R29t7586dO3fufPrpp5cvX75jx4733nvvww8//MUvfvHcc89FRUVZPoXNxcVlyZIlUVFR03fJzfbcc8999dVXb7755t9pCwH8z0Y2yGg0lpeXnzh+PDExkUajCYUiPl9obpCNxyh+tsf/emXHgdusw4lViRWNL73p+r9efOGtt1Y988wzO3fudHFxWbVqlYeHx9NPP/3EE09s3rz5iy+++Od//ufNmzd/8MEHv/rVrzZv3vzXv/6VvB27d+/euHGjn5+fv7+/v79/QEDAK6+88uKLL/75z392d3ffunXrZ5999vHHH0dERJDf9bvf/e7555/funXrq6+++utf/3rnzp379u378ssv9+zZ8/zzz3t4eJCPIfL29vb29g4ODvby8pr+FPlYIXd3948++ojcQfPw8CAf2w0A/83IBun1eqlUmpqaWlhYWFxcUlcn4XIFsxsks96gvf43WB0H46uOJFYnVTS+tvZ98kr/6Z/+iXxVjaeeeorceXFxcfnVr341fQxFPin0H//xH5977jnyszZeNOOJJ554Y8qKFSvmPc/LMb/4xS+WLVs2/cDFZ555xuqzRgDg741skMFg4PF4sTGxuXl5BQUFYrGEx6slGyS18fpB2/cG3KrqjEyoikqqSapsWroWJ3cBgJrpBvH5/MuXLmfQaNnZDJFIvNgG3a7qPJRUfTSlJpnVvHQNGgQA1JAN0mq1ra2tlZWVQqGotlYolzdwOPzpBjXYalB115Gkmq9T2SloEABQN33f/NiYcdQw1tvb39DQLBDUme+bp5kbZP395rfvDYiv6f4qmf1NGielugXHYgBAlZ3HKNJyZD26hmFCMbRAgxI5PVGpnGPp3FQ0CACos2yQVKqYeYyi3QYlcXu+TuOeoPHSa1rRIACginy+2PDwMNmgtraOujoZhyNgVbFLSooTaDnyHl3jMFE/NDlstUHJvN5v03nfZfBpbDQIAChbsWKFSCTq7u4eGBjo6emtr28QCIRsDq+ysrqkuDiRlmtukHJymLDWoDR+33Ea/1SmIIPT9hoaBAAUvfnmmz09PRWVFeXl5eUV5WXlZcwyJrOsjMksU8hlyfQ7sh5d0zDRMDSptroflF7bf4LOP5NVm8ltR4MAgCrydRRVKhX58ok6nVav1+v1+tHR0XGTMTEjV9ZtbpDGskF/8wzIEN47lVV7NkeYxUODAIAyu68nLe/RNamJRuWkxvJY7G+eAXTRvdPZwvO5omx+BxoEAFQtpkEtNhqUVTd4Nkd0IU/MEHSiQQBAld0GKXp0LRqiUTU5YqVB+wIYkqHzueIf79Tl1Ha+tg4NAgBqFtOgVjXRrJrUWmtQYK5M+cOdukt3JXnCbjQIAKiy36BeXauGaFFN6qw26I5CefGuNLpIdkfUjWMxAKDKboPqe3VtGqJ1oQbdrVdFF8quFcsLxD3Trx8EALBI9hvUp2sfIVqHF2hQUcPw1WJ5XKmisK4XDQIAquw2qKFP1zFCtA1P6q02qKRJE1OquFFWXyRFgwCAMrsNauzTdYwQ7ZrJUYIIndegHfuCylpGrpfV3ypvKJH3v7YODQIAahbToE4t0a5eoEEVrSO3KhoSWI2laBAAULfIBnWoJw1WG1TVrk1gNSVXN5cp7qFBAECVjQYZDKOJGblN/bpuHdGpmRyz0qD9QexOfUp1SzqntbJhAA0CAKrsNqi5X9ejJ7pGJo2WDfrcK4jfbaBxWjP57VVNg2gQAFBlt0Et93R9eqJbOzlutUHC3rFMXnuOoJPdrESDAIAquw1qvafrHyV6dJP3rTaorn+MIei4I+rktSpfW48GAQA1i2iQtl9P9GonrDdINmC6I+oslHQL2lVoEABQZbdBbfe0A6NEn27igdUG1SvHCyXdpbJeYccwjsUAgCq7DWof0A4aiHv6iYeWDfrCK6hp+H6prLdc0S/uUqNBAECV3QZ1DGiHDMSAfmLCaoPaNA8q6vtYjfekPRo0CACoWkyDlAZiUD8xabVBHdqJqsZ+TsugvG8EDQIAquw2qGtQOzxGDI1OEJYN2ukV3K2f5LQM8NuGGvq1aBAAUGW3Qd2DWrWRUBqsNsg7uHeU4LUO1nYoG+7pXlu3+XEvDgD8zNhv0JDNBvUbCEHbkLhT1Tygf209GgQA1CymQRojoRqbIAgizLJBA2OEsEMp6R5uGUSDAIAyuw3qGdKOmIjhhRo0ZCTEnSpZj7p1aBQNAgCqFtkgzUINGnlI1Pdpmu9pu4YNaBAAUGW3QX1Knf4+oTVNWmnQ515B1V36xOrmVE5bReMgGgQAVNl//aA+bZeW6FRPGCYtzkl/6hl4MKdh07nCzecLv8uTvuaKBgEANXZfR7G6WcvqIio7J9rGiOADcxu0zTMwJFPhdrpg45n8bxl1r7l+8LgXBwB+Zuw2iNWsLe8kytonmg1WG5SlcDtT4H6m4BhDggYBAFUUGjRqrUHBWfXrTxe8c6bgWzQIAKhbfIOarDYoKFOx7lT+htMF36BBAECd/QY12WxQYKZi7al8t9P5XzMky9AgAKDIboMqm7RlHQSzfaLRaoMCMhVrThW4nS5AgwDAAXYaRMutaNQy24nStolGPRF84Kv5DfKnK1afync9hf0gAHCE7QYl0HLKG9TFrQ+Lm8frtURQxJH5DfKjK1afzF9/Kv8oGgQA1NluUHw6o0Q+eKfRkFevq1MTgeGH5zfIly5/+2T+OjQIABxio0FGg+FWWmaeuDO9biBV1Mfuv+8fFmnRoAzFW6cK1p7KP8qoQ4MAgCpbDRozXE+hpfMU19mNcTWK0g6VT2j4/Ab50BVvncxfezo/CvtBAECd7QbFJqUlVgsvVQp/KhcUtPR5h4TNb5A3Xb7q5J21p9AgAHCEvQalxlcJLlYIfioX5DdbNGirZ6BXhmLVyfw1aBAAOMR2g+KS05Jr6q5WS69VyYrbLY7FtnoGetEVK0/mrz1dgAYBgANsN+hmKj1T0Jwg6EgQdLB6DX6hB63sB608mb+GPB/khgYBADW275u/nZ6dL+nLlKkzpcMC5WRA+CHLBtWvPFWABgGAY+w+RrFUocpvHs9vMErVRGDEV5bHYmSDCtAgAHCA3edqlDdoitsmClseKEaIIMsG7acrVp4mzwdJl7l9+LgXBwB+Zuw+Z7WiUVvSThS3Tih0ls9Z3Re4n65Yeapg7ZmCqBw0CAAoc7ZBXnTFylN31565iwYBgAMeSYMK1qBBAOAQ5xtUv/L03dVnCqNy0SAAoMxug8ptNihof6Zixem7q88WRuXK0CAAoGoxDSpuJ4psNejM3TVkgzagQQBAjdMNyqpfcaYQDQIAxzyCBq08U7jmXFFUHhoEAJQtvkFy6w3Kblh5Fg0CAAdRalDQ/AbtJxtUtPb7oqg7aBAAUOZsg7yyG1aeMzfodTQIAChyukFZDSvPFa09X3T0jhwNAgCqnN8Palx5rmjN+aKjd+TLNnz0uBcHAH5mHkmDiqf2g9AgAKDG2QZ5MxpXfo8GAYCD7L9+UKO2uM1Wg5pWfV+89nzx0XwFGgQAVNl7HcVcZoO6sPVhQdN9qcbiNcy27Q/yzmladb547QU0CAAcYfe9novkg7mNBoZCL1RZvtfz/iDvXHODvkaDAIA62+/1fDOVniPqTBMPpgj7q/ss3+t5f5B3bvOqCyXrfij5Ol/x+jtoEABQY+e9npNpaVx5LLvpWnV9UfuwT0jE3AZ5BXnnNr+FBgGAo+y/zypL+GOF8McyQV5Tr3fw3PdZ/dQr2CdvqkEFaBAAUGa3QbdZgh/KBBeYvNymngUa9EPJ+h/RIABwxGLe6zmaJb1cUVfQOugTEj6/Qd55zW//ULr+x1I0CAAcYLtBN1Iz6Pzm24KOW9y2su5Rv9ADFvtBd6YadBcNAgDK7LzXc1rWHXFvhkxNk6i4g5P+897r2dygH0tdL5Z+c7ceDQIAquw8RjE9p1iuzGs05taPidVEYMSRuQ3aH+xzp3n1RabrRSYaBAAOsPtcjVKFuqB5Ir/pvtTyvZ4/9Qr2zW95+yLT9RLz60I0CAAos/ucVWa9prBl8m7zQ5nW4vli5gb9xHS9xPwGDQIA6hbXoIm7zQ9kI7YaVIYGAYAD7DaoVKG+2/ywoIls0LxjMe9g34LW1T+VoUEA4JjFNKig6WF+0wOpZuEGuV0u+6awAQ0CAKrsNqhEMZzfdD+/cdxeg4oaXt+IBgEANfYbJB/Ob7x/p2FcskCD2lZfKnNFgwDAIXYbVCwbvkM2SG21QXfb1lxGgwDAQYtokCqvYTyv3lQ3bK1Bfnfb1lwud41GgwDAEYtqUP14rsIktmzQZ94hfoVtay6Xu6FBAOAQuw0qkqly6005ijGxyrJBXiF+hW1rosvdosu+KWlYjgYBAEWLapDClCM3iqw2yL+obW10+YYr5d+WNC7fuOVxLw4A/Mw41yDvEP+i9rVX0CAAcNAiG8SQjwmVCzRo3ZUKt6toEAA4YvENEllvUHH7uqsVG66VH0ODAIA6p/eDijvWXq1451rFsVI0CAAoewQNWne10twgdzQIAKhxrkE+IQHFHeuuVm6MQYMAwBHONiiwpGP9tcqN1yqOlTShQQBA1aNp0DvXKo+VokEAQJnTx2KlnetjWBtjKnEsBgAOWESDhnMV49YbtN0nJKC00xUNAgBH2W+QfDi3fpwhW6BBgcxO11jWxtjKY0w0CAAoewQNWo8GAYCjnGxQKLkf5B7LOs7EOWkAoGxRDWpY8HxQaFBZl2tclXss6zizcbk7XrsDAKhZdIOMCzbIDQ0CAEfZfx1FskGKBRoUXNblFsdCgwDAMRQaZPn6QVP7Qax349AgAHCEsw0KLut2i6t6N451gtn4BhoEABQtpkF5DfdzFm5Q14a4qnfjKtEgAHDA4htk5bVct/uEBjO7NsRVbcJ+EAA4xNkGBU016Dtm0xt4fBAAUGSnQbTcIqkqVzHOkFm/XywkiNm5IY713nXWd2VoEABQZrtBCek5d8WDWXV6ukjLv0cERhyZ2yDfkKDSjg2xlZviKtEgAHCAjQYZDaPxadk53K4k9r3Emr7qjgcBYYfnNyiwpN2NbBDOBwEAdbYaNGa4mUJPZcqv5suv3JEWSpR+IQctG9TqFlOxKa7iO2Yj9oMAgCrbDbqRmH4zj3s6qfJkQlkGq9knMNxKg1yvlb8bW36C2fjGu2gQAFBjq0HGsbj41KsZ5VExeYejs24VCPb7Bs9p0N98QwKKW9dfLXOPKTvBbHgTDQIAimw0yGQci41PjU4rPXQ5M+JCakxWlad3wLwGhZIN2nit9ERpPRoEAFTZa1DKFRrzyFXGgR/SYrOtNqioZf0V5sZrpcdLFGgQAFBl83zQWFx8alx21fFbxUdj8uILhft8g6w0aN2V0o1X0SAAcIS9c9K0hLvCHzMF36ezs9htXgFhcxvkExpQ2LwuunRDdPGxYjkaBABU2W7QrZTMDFbTzbK266XNpfUjfsEHLfeDmtdFl7wTXfwtGgQA1Nl+nHR8GiOvtjetdjiVr6zpmQwIPzSnQTumGrQhuujbIhkaBABU2Xm+WHpuYd0QQzqWVWcQDFg8V2OHb2ggGgQATrD7nNVi2XBe/f0cuUmkJIIOWGlQy7rokncuo0EA4IhFv3aHycprd+zwCw0qbnGNLnknuujbItkKNAgAKHKuQb6hQcUtrldKNkYXHUODAIA6ZxsUXNzidqUUDQIAxzh7LBZS0rrhKtP9StHxYtnKTR8/7sUBgJ8Zpxr0uW9oSEnbhmtM9yvFJ4plKzZhPwgAqHG2QWElbe9cK3v3WgkaBAAOcK5BfqHhpe0byQaVyNEgAKDK6QYx291jyjZdK/muRI7zQQBAlZMNCosoa383tuy9mNLvShVoEABQ9QgatCm24v0YJhoEAA5wtkEHyto3xVZsjmGeRIMAgDqnGvSFX9iBso734io+iC07yUSDAIAyZxt0sNzcoFPM+pXvoUEAQM0jaND7cRUfxpadRoMAgDpnzwdFVnRuvl75YVz56bL6VWgQAFDk7H4Q2aCP0CAAcIhzDfIPO1TZ9cGNyo+ul58pa0CDAIAqZxt0mNX14Q3WluvlZ8rRIACgzNkGHans+ugWa8v1irNoEABQ51SDdvqHHWF1bbnF+uRmxdnyRjQIAKhytkFfsbo+vlW19WblOTQIAKhz9lgsqqr749tVW29VnqtoXPXeJ497cQDgZ8bZ/aCjVT2f3K7adqvy+8rGt9AgAKDoETRo6+2qT9EgAHCIsw36urpna3w12SAciwEAVc43qHdbfM1nt1nYDwIABzjZoPBvavq2JdR8Fs86X9n01vtoEABQ41yDAsK/Zfd9lsj5W3zVhcpmNAgAqHpEDUqousBCgwCAMqca5BEQfozdtz2RsyOh5oeqlrfRIACg6JE16Ec0CACoc7ZBx9n9f0vkfo4GAYBDFteg8YUbxOn/W7K5QTgfBABU2W1QkXw410aDTnDu7UjmfpGIBgGAI5xt0Hfce58n83YmsS9Wt7y9GQ0CAGoW3SCjlQbtIhuUwtuZxPmpuhXngwCAKmcbdJJ774sUngcaBAAOWWSDGAqj0GqDTvEGdqbyPZI5P9WgQQBAmdMN4g94pPJ3pXAu1bTifBAAUOVcgwLDT/EHPNL4X6ZwL9W0oUEAQJX9BslUufULN+g0f3BXmmB3Ku8Su+3t97c+7sUBgJ8ZZxt0RjC4K02wO413GQ0CAOoW1SDFOENuq0G1u9N40ey21WgQAFC0uAaZFmzQWcHgl7Ta/0KDAMAhi27QmFBp0aAvA8PPCQZ302r3pPGiOe1vb0aDAIAa5xs0tJtWuyedF81FgwCAMqcbVDv0X7TaPTR+NLdjNRoEABQ526Dva5V7aLV7afwraBAAUPcoGpQh2ksTXOG2o0EAQJXzDVLtpYs8aYKraBAAUOdkgyLOC1V76aJ9GYKrPByLAQBlj6BBnnTRPjoaBACOsNMgWm6hZIghG8uSjAoGicCIIws1qPYarxMNAgCqbDcoIT2nQDSQJdbThSP8PiIw/LC1BmWK99Nrr/E616BBAECR7QbFpzHyBD3pfFUqd7CmayIg7ND8Bl1AgwDACTYaZBwz3E7NzmZ3JNb0JVT1VLaZ/EMj5zfoB5FqX6Z4P702ho8GAQBldhqUkpVZ0xrP6r5d0VnebPAPPTinQbsDI34Uq/dnib0ya2P4OB8EAJTZbtCtlEx6VfOt8s6bZe3MxlG/EMsG1an3Z9V5ZQqxHwQADrDToOTMDFbTTWb7jdLW0gadlQZdFKu9syTeaBAAOMR2g24m0dPKFLGFjdfu1hfJhn2tNyhb4pMliuV3oUEAQJXtBt1IpCUW1V3OlfzEEN8R3vMJirBoUJ3aJ1vimyWKFXSv+QANAgBqbDcoLiHt1h3+9xm8c+mcLE6nd2DYQg0So0EA4ABbDTKOxcanxjFqTiVVnUxkpbNavfxDbTVoNRoEABTZaJDJOBZzO/VaVvWJxIrjCRWplc22GhSHBgEAdXYbdDWLfSyh6lgCK6XS2n7QpTqNT7bUL0scJ+jGOWkAoMpWg8YMMfHp13IFx9P4x1K4KTVdXgEW54MuSTS+DKlvtjiuFueDAIAyO+ekEzOuF0pOZ0tPZUlogkGv+feLBUVckmj8GFK/bPF1NAgAqLPdoOtJmbdL6i/kN5/Pa2TUqb2DD85v0GWJxo8h9UeDAMAhdhqUnJlY1vhTYdvFuy13pFof6w3KkfkzJNdre9AgAKDKXoPoicz6n+62XMxvypNo5jfov4IiLks0/jmyADQIABxip0GJGbeKZBdy6y8w5Ayh0jvowPwGRUs0/jnyAIbkhhANAgDKbDcoNpF2vaDubJb0bKYkkz/gFRiBBgHAozTdILVaff/+/cnJyYmJCZPJpNPpjGOG2ISMuALJ6UzpqQxJBm/QskEHoqUj/jmyQIbkhrAXDQIAqqYbpNPpioqKUlJSsrOza2pqNBrNuHEsNjHj+l3pmWz56UwZna/0sjgWOxAt0wZMNWgtGgQAFE03yGg00mi0devWBQUFMZlMnU43bhyLS6TfKFKcy208y2jIFA5bng86cEWmDciVB+agQQDgiNnngyYmJiQSiUwme/jwIXksdj0p83ZJw4U7refzmhl1I/MfHzS7QTfRIACgjmyQWq3WarU6nc5kMhkMBp1Op9PpTMax60mZCWVNF+92/FjQlivVW943P90gKRoEAA5Yvny5Xq/X6XT6KaOjo6OjowaDYdxkvJGclVzeGl3cfamoM19m8AmJtNKgwFx5UI70lqhvxYb3H/fiAMDPzP/5yyv3x43GMcO8MRnHJh6YbiTRUyraYkr7rpb0FNabfBdqUCBDEsfvCjn+/fqPPn3nkx0bP9nh/vGOTbPm3S073t2yY9OWHZs+3rHpk8/f++SLqfn8vU++eH/rzve3eWzetmvztl0ffGqezVPzwdzZvIj5YIHvsvz4/+CxXBs21o+NVbTINWz7uxa6/r/fRrHxQ6neeKuLP29VWF0zi/8Vtfs1C92GD+behr/TyqS62j9YYOVYXbQvvYJvp+VcT86amaTpocckMXJrh65XDMSV3ytpeuAXOvc9DveGRF6V6wNz5SE5dd8U198W9aVIB2jSwWzZUL5MVSTXMBu05Y2j5Y36MvOMkv+WNxlmpnmsvHmsosVY2WqqbDWxpob8z8oWU0WLcWaax8rnjGHOVU1NWSM5o9NDfryieayixVjVNl7dfr+m4wG78yGna4LTNWl1uIuZbmrDc2IWvNquSU7XxLxhdz5kdz5kdzxkdzys6XhY0/GgpuNBNTnt98mpapszrFYTq3Xcciqnt8XUFpnaKKb502ycnvJm4+wtVdFsrGwxb9/p9V9D3kiLG08Od/Z0Wx/erOF2m7/YvAa6Jmo6J2o6J6o7nJ7O+VNDXuh4SE5V+4Oq9vustvuVrbNXCLkSjFZ/Y8tmfksNZY2jzMZRZsMos0FvMTpySut1pfXa2cNs0DEb9GWN+vKm0cqWsao2E7lWOZ0POQuvMevT5fjMbLLOhzUdD6rb71e1jbNaTRXNY1OLaWW5Zv9tFsu1dHZPJmfWcMnpzeT05ItVafzh+Jqhm1WDFR1EQPhXcxr0madvtHg4ME8Rlis5kC87XNR4tKT5eGnz98y26PKu66z+RI4qla9NFWjTanUzI9Cl8bVpAvOkCrSptdo0gc48teYLqeSn+NoU/kgyX2MeniaJq07iDk9PImdmkswXVAnsmYlnKxPYygS2KpGtSuIOJ/M0qYIRmlCXIRrNlIxlSY3ZsvFs2ThDbp4cipNLaRTOzQJXmyM35chMOTITQ2ZiyIwMmYkhNWZLx7Ik5smsI8eQWWeg1xno4lG6eJQm0pOTIdKni/TpQl26UJc2e2p1abW61FqteVtMbRFyo6TwtdOTTA5vJJk3kszTJPM0STxNMk+TzFMn89RJXHUyV53CGyG/N02gown1GeLRzLqxLIkxS2LMlhqzpSYGOealGJ+enIXGcnPIxnNk4wzZeLbMlCU1ZUnlZqBWAAAF50lEQVRNmRITvc6UQX3os0ey8NQZM+qMGWIjTWRIF46m1upSBNpk/gg5STxNEk+TxFMncdWJ3OGZ4QwncFQJNdO/pcp4tjK+RhlfPTR7blcN3q4avM0aIOcW697suV01cLtqIL56MLFGmcwZThVoMoQ6ukifJRljSI05MtOC643KMBY7pmypKUtipIsNNJE+vVaXwtMkTf8xWixafI0ynm0e8s/Tcsx/12xVMkeVwlUlclTlrQ88fQLnNOhV9/d/yquOquoPYNSF5UkPFTUcLW46XtL8PbP1SkXXzer+ZJ6a/BXPEI3SpyZDpKcJdbTamUkXjsxcrtWl12rTBdp0gTZNMJImGEnja1P5mlSBJlWgSeWNpPDVKVx1CneYnGTucDKHHFUyW5XEViWxlUnsoSS2MomtTGKrEtnKRLYykaNM4iiTucMpPHWqQJNeO0IX6bIkBobUmCsfz1NMTb157tSP32mYmvpZ02Bl8inPfUfH+hVO38i8+vG8elOeYjxPYcpVmHIVxhy5eRgyI0M2xpCNZcvGsqWGbKkhSzJKTiY5daP0Or15xHq6WE8X6ekifYZYnyHSZQhnhjY9tdr0Wl16rS6tVmsewUiqQJPK16TwyFGn8MjtpU7hqVP56lT+SJpghCbUZoj0mWLzHwxDamTIjOSFHLkxV2bMlZumJ0dmzJGbcuSmXJkpl/xXZsqTm/LkpjyZafZX5k5/jdxc5GypMUtqzJQY6XVGep0xU2KaOxYfqTN/Jb3OmDk1dLH5Ixlzh15nJDOaKTHSxWMZYgNNqE+v1aUJtKmCkVTBSCpfk0IOT53CUyfzhs3DHU7mqpI4M5PIUSZylIlsZSJ7aHoSaoYSagYTagbiq6fn3uxJqB5IqB5IrBlM5ipT+cM04QhdpMuqG2VIx3LkRnJV5C165q9JipMjMzFk5P/5DHSRnlarTeVrUsxLOme5zEMuMof821RZGa4q2TzDKTx1fjORUSZZu3btnAat3Bfw4Rdf/pRbdYnXGytR3pIPJ9Zr0upHshv1d5vHytru13QTvH6C20dwewlOL8HpITi9sy5bnV6C3UOwuwl2N8Ge/gj5wR7zp2q6Zqa6i6junKzqmGS1T1S2Pahse1DZ+sB8oW2C1T5Z1THJ6pggp6pzsrqLYHcTnF6C108IBgjhECFWEXXDhEQ9M9K5IxkmJMOzPqUhZBpCNuL4yJ2YBa9WQ0inRz1nceqGzSNWmUekNI9wiBANEUJyBona6RmYM4JZw58a3j2C10/w+gkuuYn7CG4fwekzb6yabqKa3DrdRM30Jus2b1lOD8HtI3j9hOAeIRyc+dHCQUI4RIiUMzdVTN7UIUI0RIgGCfEQIR4ixEqibmrE0zPrU9OLWTtICAYJwaD5NgsGZ4Zv9YPTC3hvZnnJJeX2E5x+gtM3M7x7c799+iv7CE6veeb83s4a88rpIqo7Z6aqk6jqmJw907+6le0PK9sfVrY/sJiHrI6HVZ0TNV0Et5fg95lXqXlVqIg6FSFZ3NQ5PWIlISJ/kQYIfj/B7TX/tVZbLJd5yEXunLMS5kwXUd1F1HQTrPaHWeXS7V98+emn2+c0aMflW8s99r309rpPd+/fGxyxJzBsb1C4Z1D4/qAIr+AIn+ADvsEH/UIO+oYc8AmO8AmamuADvlbmoG/wQcuP+AUf9AuJtBzf4MiZLwg+6Bt80CfogE9ghE9ghE9guE8g+YPMX+AbfNA35KBvyEG/kIN+IZF+oZF+oYf8Qw/5hx4OCD0cEHY4IOyQ/9wJCDs088HQSPOERQaEHQoIPxwQfjgw/Mj/uxOxwOW5ExB+JCD8cCD1CQibPeSaNI/f1PiHHvIPiSTHLzTSPzTSLzTS38qmnPPtMzN7c5ivOXLWzPuhsz8VOfPtVq955kZGTv0yTH3X7C8IifQLOUSOb0gkOT4hkT7BkT7BB8nxDZl3Sw7PmgV/OqXxozjzb0nYf/v8HVZCYMTh3fsDV721Ztu27d9+e2JOgwAAHgs0CAAep/8LPVTesoBPtdoAAAAASUVORK5CYII=)
只需13s. 看来算法确实是程序的灵魂,得抓紧时间汲取大师们的传播的知识。
后记:
在接下来的调试中,vs08也被停止工作了:
哈哈
重启vs08后,使用随机化版本的快排处理数据,结果如下:
同一功能不同算法的比较真的趣味横生
计数排序处理倒序的一百万个整数,值从1000000 到 0, 花的时间不到1 s:
太震撼了
使用拉链式的散列表在最坏情况处理同样的数据,不需1 s的时间: