{"id":16856,"date":"2019-08-27T22:28:51","date_gmt":"2019-08-28T09:50:06","guid":{"rendered":"https:\/\/swarma.org\/?p=16856"},"modified":"2019-08-28T17:50:12","modified_gmt":"2019-08-28T09:50:12","slug":"a1b3f3c896","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=16856","title":{"rendered":"\u96c6\u667a\u4f17\u5305\u65b0\u4e66\u4e0a\u5e02\uff1a\u300a\u6df1\u5ea6\u5b66\u4e60\u539f\u7406\u4e0e PyTorch \u5b9e\u6218\u300b"},"content":{"rendered":"<div class=\"bpp-post-content\">\n<section style=\"text-align: center;margin-left: 8px;margin-right: 8px\"><\/section>\n<p><span><\/span><img class=\"rich_pages aligncenter\" style=\"text-align: center\" src=\"https:\/\/swarma.org\/wp-content\/uploads\/2019\/08\/swarma7-1566985807.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\" \/><\/p>\n<section class=\"\" style=\"max-width: 100%\">\n<section class=\"\" style=\"max-width: 100%;letter-spacing: 0.544px\">\n<p><span><strong><span>\u5bfc\u8bed<\/span><\/strong><\/span><\/p>\n<section>\n<section>\n<section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span>\u96c6\u667a\u4ff1\u4e50\u90e8\u4f17\u5305\u521b\u4f5c\u7684\u7b2c\u56db\u672c\u4e66\u2014\u2014\u300a\u6df1\u5ea6\u5b66\u4e60\u539f\u7406\u4e0e PyTorch \u5b9e\u6218\u300b\u4e0a\u5e02\u5566\uff01<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span>\u4f5c\u4e3a\u96c6\u667a\u4ff1\u4e50\u90e8\u521b\u4f5c\u7684\u7b2c\u4e00\u672c\u6280\u672f\u7c7b\u4e66\u7c4d\uff0c\u672c\u4e66\u7cfb\u7edf\u4ecb\u7ecd\u4e86\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\u53ca\u5f00\u6e90\u6846\u67b6 PyTorch\u3002\u5168\u4e66\u6ce8\u91cd\u5b9e\u6218\uff0c\u6bcf\u7ae0\u56f4\u7ed5\u4e00\u4e2a\u6709\u610f\u601d \u7684\u5b9e\u6218\u6848\u4f8b\u5c55\u5f00\uff0c\u4e0d\u4ec5\u5faa\u5e8f\u6e10\u8fdb\u5730\u8bb2\u89e3\u4e86 PyTorch 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1.75em\"><span>\u672c\u4e66\u9002\u7528\u4e8e\u4eba\u5de5\u667a\u80fd\u884c\u4e1a\u7684\u8f6f\u4ef6\u5de5\u7a0b\u5e08\u3001\u5bf9\u4eba\u5de5\u667a\u80fd\u611f\u5174\u8da3\u7684\u5b66\u751f\uff0c\u4e5f\u975e\u5e38\u9002\u5408\u4f5c\u4e3a\u6df1\u5ea6\u5b66\u4e60\u57f9\u8bad\u6559\u7a0b\u3002\u6784\u9020\u4e00\u4e2a\u56fe\u50cf\u8bc6\u522b\u5668\u3001\u751f\u6210\u903c\u771f\u7684\u56fe\u753b\u3001\u8ba9\u673a\u5668\u7406\u89e3\u5355\u8bcd\u4e0e\u6587\u672c\u3001\u8ba9\u673a\u5668\u4f5c\u66f2\u3001\u6559\u4f1a\u673a\u5668\u73a9\u6e38\u620f\u3001\u5b9e\u73b0\u673a\u5668\u7ffb\u8bd1\u7cfb\u7edf\uff0c\u8fd9\u4e9b\u90fd\u662f\u672c\u4e66\u7684\u5b9e\u6218\u6848\u4f8b\uff01<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\">\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span>\u6587\u672b\u9644\u65b0\u4e66\u8d2d\u4e70\u94fe\u63a5~\u6587\u4e2d\u53e6\u9644\u516c\u5f00\u4ee3\u7801\u8d44\u6e90\u548c\u514d\u8d39\u5bfc\u5b66\u8bfe\u7a0b\uff0c\u4ee5\u53ca\u5f20\u6c5f\u6559\u6388\u4eb2\u6388\u7684\u7cfb\u5217\u76f4\u64ad\u8bfe~<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\">\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span>\u5728 21 \u4e16\u7eaa\u7684\u7b2c\u4e8c\u4e2a\u5341\u5e74\u91cc\uff0c\u79d1\u6280\u754c\u6700\u5927\u7684\u8fdb\u5c55\u6050\u6015\u975e\u4eba\u5de5\u667a\u80fd\u83ab\u5c5e\u4e86\u3002<\/span><\/strong><span><\/span><span>\u65e0\u8bba\u662f\u6218\u80dc\u4eba\u7c7b\u56f4\u68cb\u9ad8\u624b\u7684 AlphaGo\uff0c\u8fd8\u662f\u904d\u5e03\u5168\u56fd\u8f66\u7ad9\u7684\u4eba\u8138\u8bc6\u522b\u7cfb\u7edf\uff0c\u914d\u5907\u4e86\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\u7684\u6700\u65b0\u4eba\u5de5\u667a\u80fd\u5c55\u73b0\u4e86\u5b83\u65e0\u9650\u5927\u7684\u52bf\u80fd\uff0c\u5e76\u5df2\u7ecf\u8fdb\u5165\u5230\u6211\u4eec\u7684\u65e5\u5e38\u751f\u6d3b\u4e2d\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span> <strong>\u4eba\u5de5\u667a\u80fd\uff08Artificial Intelligence\uff0c\u7b80\u79f0 AI\uff09\uff0c\u987e\u540d\u601d\u4e49\uff0c\u5c31\u662f\u901a\u8fc7\u8ba1\u7b97\u7684\u65b9\u5f0f\u6a21\u62df\u3001\u5ef6\u4f38\u548c\u6269\u5c55\u4eba\u7684\u667a\u80fd\u3002<\/strong>\u5b83\u4f5c\u4e3a\u8ba1\u7b97\u673a\u79d1\u5b66\u7684\u4e00\u4e2a\u5206\u652f\uff0c\u65e9\u5728 1956 \u5e74\u5c31\u8bde\u751f\u4e86\u3002\u7136\u800c\uff0c\u957f\u4e45\u4ee5\u6765\uff0c\u4eba\u5de5\u667a\u80fd\u7684\u53d1\u5c55\u5374\u4e0d\u80fd\u4e0e\u5b83\u7684\u540d\u5b57\u76f8\u5339\u914d\u3002\u5c3d\u7ba1\u65e9\u671f\u7684\u4eba\u5de5\u667a\u80fd\u5728\u6570\u5b66\u5b9a\u7406\u8bc1\u660e\u3001\u63a8\u7406\u3001\u68cb\u7c7b\u6e38\u620f\u4e0a\u53d6\u5f97\u4e86\u957f\u8db3\u7684\u8fdb\u6b65\uff0c\u4f46\u662f\u5728\u62df\u4eba\u5316\u7684\u5f62\u8c61\u601d\u7ef4\u65b9\u9762\u5374\u4e0e\u4eba\u7c7b\u76f8\u5dee\u751a\u8fdc\u3002\u4f8b\u5982\uff0c\u4e00\u4e2a\u4e24\u4e09\u5c81\u7684\u5c0f\u5b69\u80fd\u6e05\u695a\u5730\u8ba4\u51fa\u7238\u7238\u548c\u5988\u5988\uff0c\u4f46\u662f\u4eba\u5de5\u667a\u80fd\u5374\u4e0d\u80fd\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span>\u4e0d\u8fc7\u8fd1\u5e74\u6765\uff0c\u4eba\u5de5\u667a\u80fd\u7684\u53d1\u5c55\u6b63\u5728\u8bd5\u56fe\u6446\u8131\u4eba\u4eec\u5bf9\u5b83\u7684\u523b\u677f\u5370\u8c61\u3002\u91c7\u7528\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u6280\u672f\u7684\u4eba\u5de5\u667a\u80fd\u540c\u6837\u53ef\u4ee5\u975e\u5e38\u597d\u5730\u8fdb\u884c \u201c\u5f62\u8c61\u5316\u201d \u601d\u7ef4\u3002\u4f8b\u5982\uff0c\u73b0\u5728\u4eba\u5de5\u667a\u80fd\u7684\u4eba\u8138\u8bc6\u522b\u51c6\u786e\u5ea6\u5df2\u7ecf\u8fbe\u5230\u4e86 99.7%\uff0c\u8d85\u8fc7\u4e86\u4eba\u7c7b\u7684\u8bc6\u522b\u51c6\u786e\u5ea6 97.3%\u30022017 \u5e74 1 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Zero\uff0c\u5b83\u5b8c\u5168\u51ed\u501f\u81ea\u5df1\u7684\u201c\u5de6\u53f3\u4e92\u640f\u201d\uff0c\u800c\u65e0\u987b\u4efb\u4f55\u4eba\u7c7b\u7ecf\u9a8c\uff0c\u5c31\u53ef\u4ee5\u8fbe\u5230\u4e16\u754c\u56f4\u68cb\u7684\u9876\u5c16\u6c34\u5e73\uff0c\u8fdc\u8fdc\u8d85\u8d8a\u4eba\u7c7b\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 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style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span>\u5176\u5b9e\uff0c\u4eba\u5de5\u667a\u80fd\u65e9\u5df2\u6e17\u900f\u5230\u4e86\u6211\u4eec\u7684\u8eab\u8fb9\u3002<\/span><\/strong><span>\u4f8b\u5982\uff0c\u5f53\u6211\u4eec\u4f7f\u7528\u5bfc\u822a\u7cfb\u7edf\u64ad\u62a5\u8def\u51b5\u7684\u65f6\u5019\uff0c\u6797\u5fd7\u73b2\u6216\u8005\u90ed\u5fb7\u7eb2\u7684\u58f0\u97f3\u5c31\u4f1a\u4ece\u624b\u673a\u6216\u6c7d\u8f66\u97f3\u54cd\u91cc\u64ad\u653e\u51fa\u6765\u3002\u96be\u9053\u6797\u5fd7\u73b2\u6216\u90ed\u5fb7\u7eb2\u4f1a\u628a\u6210\u5343\u4e0a\u4e07\u79cd\u53ef\u80fd\u7684\u8def\u51b5\u4fe1\u606f\u90fd\u5ff5\u4e00\u904d\u5417\uff1f\u7b54\u6848\u663e\u7136\u662f\u5426\u5b9a\u7684\uff0c\u8fd9\u662f\u8fd0\u7528\u4e86\u4eba\u5de5\u667a\u80fd\u4e2d\u7684\u8bed\u97f3\u5408\u6210\u6280\u672f\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span>\u6709\u4e00\u6b3e App \u53eb\u4f5c Prisma\u3002\u4f60\u53ea\u8981\u4e0a\u4f20\u81ea\u5df1\u7684\u7167\u7247\uff0c\u518d\u9009\u62e9\u4e00\u5f20\u98ce\u683c\u56fe\u7247\uff08\u4f8b\u5982\u83ab\u5948\u7684\u753b\u4f5c\uff09\uff0c\u70b9\u51fb\u4e00\u4e2a\u6309\u94ae\uff0cPrisma \u5c31\u53ef\u4ee5\u751f\u6210\u4e00\u5f20\u83ab\u5948\u98ce\u683c\u7684\u4f60\u4e86\u3002\u8fd9\u6b3e\u5e94\u7528\u6240\u4f7f\u7528\u7684\u662f\u4eba\u5de5\u667a\u80fd\u4e2d\u7684\u98ce\u683c\u8fc1\u79fb\u6280\u672f\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span>\u8fd8\u6709\u4e00\u6b3e App \u53eb\u4f5c FaceApp\uff0c\u5b83\u53ef\u4ee5\u4f7f\u4f60\u7684\u8138\u53d1\u751f\u5404\u79cd\u6709\u8da3\u7684\u53d8\u5316\u3002\u6bd4\u5982\u7ed9\u4f60\u7684\u8138\u4e0a\u5986\uff0c\u770b\u4e00\u770b\u4f60\u4ee5\u540e\u82cd\u8001\u7684\u6837\u5b50\uff0c\u751a\u81f3\u53ef\u4ee5\u4e3a\u90c1\u90c1\u5be1\u6b22\u7684\u8138\u6dfb\u52a0\u4e00\u62b9\u7b11\u5bb9\u3002\u8fd9\u6b3e\u5e94\u7528\u7684\u80cc\u540e\u4e5f\u6709\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u652f\u6491\u3002\u5b83\u91c7\u7528\u56fe\u50cf\u751f\u6210\u6280\u672f\uff0c\u901a\u8fc7\u4e0d\u65ad\u63d0\u53d6\u5927\u91cf\u7167\u7247\u4e2d\u4eba\u50cf\u7684\u7279\u5f81\uff0c\u518d\u9020\u51fa\u5168\u65b0\u7684\u56fe\u7247\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span>\u6b63\u5982 20 \u5e74\u524d\u4e92\u8054\u7f51\u5728\u4e2d\u56fd\u7684\u8fc5\u901f\u666e\u53ca\uff0c\u51e0\u4e2a\u7a0b\u5e8f\u5458\u7f16\u5199\u51e0\u884c\u4ee3\u7801\u5c31\u6709\u53ef\u80fd\u521b\u4e1a\u6210\u529f\uff0c\u6447\u8eab\u4e00\u53d8\u6210\u4e3a\u4ebf\u4e07\u5bcc\u7fc1\u3002\u65b0\u4e00\u6ce2\u4eba\u5de5\u667a\u80fd\u6d6a\u6f6e\u5e26\u6765\u7684\u51b2\u51fb\u53ea\u4f1a\u6bd4\u5f53\u5e74\u7684\u4e92\u8054\u7f51\u9769\u547d\u66f4\u52a0\u5de8\u5927\uff0c\u66f4\u52a0\u5f7b\u5e95\u3002\u636e\u6709\u5173\u90e8\u95e8\u7edf\u8ba1\uff0c\u73b0\u5728\u6bcf\u9694 11 \u5c0f\u65f6\u5c31\u4f1a\u6709\u4e00\u5bb6\u4eba\u5de5\u667a\u80fd\u521b\u4e1a\u516c\u53f8\u8bde\u751f\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span>\u4eba\u5de5\u667a\u80fd\u4ee4\u4eba\u5fc3\u6f6e\u6f8e\u6e43\uff0c\u90a3\u4e48\u4e00\u822c\u7684\u7a0b\u5e8f\u5458\u53c8\u8be5\u5982\u4f55\u5165\u95e8 \u201c\u9ad8\u5927\u4e0a\u201d \u7684\u4eba\u5de5\u667a\u80fd\u6280\u672f\u5462\uff1f<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span>\u5de5\u6b32\u5584\u5176\u4e8b\uff0c\u5fc5\u5148\u5229\u5176\u5668\u3002\u9009\u62e9\u4e00\u4e2a\u597d\u7684\u4eba\u5de5\u667a\u80fd\u6846\u67b6\u5e73\u53f0\u662f\u6211\u4eec\u8de8\u5165\u8fd9\u4e2a\u884c\u4e1a\u7684\u524d\u63d0\uff0c\u53ef\u4ee5\u8bf4\u5de5\u5177\u9009\u5bf9\u4e86\uff0c\u6211\u4eec\u7684\u4e00\u53ea\u811a\u5c31\u5df2\u7ecf\u8de8\u5165\u4e86\u4eba\u5de5\u667a\u80fd\u7684\u5927\u95e8\u3002<strong>\u672c\u4e66\u7ed9\u5927\u5bb6\u63a8\u8350\u7684 \u201c\u5668\u201d \u81ea\u7136\u5c31\u662f PyTorch \u4e86\uff0c<\/strong><strong>\u63a8\u8350\u8fd9\u4e2a\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u5e73\u53f0\u6709\u5982\u4e0b\u51e0\u70b9\u539f\u56e0\u3002<\/strong><strong><\/strong><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span><\/span><\/p>\n<ul class=\"list-paddingleft-2\" style=\"list-style-type: square\">\n<li>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span><strong>\u7b80\u5355\u3001\u6613\u7528\u3001\u4e0a\u624b\u5feb\uff1a<\/strong>\u8fd9\u4e00\u70b9\u5bf9\u4e8e\u521d\u5b66\u8005\u6765\u8bf4\u662f\u6781\u5177\u5438\u5f15\u529b\u7684\u3002<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span><strong>\u529f\u80fd\u5f3a\u5927\uff1a<\/strong>\u4ece\u8ba1\u7b97\u673a\u89c6\u89c9\u3001\u81ea\u7136\u8bed\u8a00\u5904\u7406\u518d\u5230\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\uff0cPyTorch \u7684\u529f\u80fd\u5f02\u5e38\u5f3a\u5927\u3002\u800c\u4e14\uff0c\u5982\u4eca\u652f\u6301 PyTorch\u3001\u529f\u80fd\u5f3a\u5927\u7684\u5305\u4e5f\u8d8a\u6765\u8d8a\u591a\uff0c\u4f8b\u5982 Allen NLP\uff08\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff09\u548c Pyro\uff08\u6982\u7387\u7f16\u7a0b\uff09\u3002<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span><strong>Python \u5316\u7f16\u7a0b\uff1a<\/strong>\u5728\u8bf8\u591a\u6df1\u5ea6\u5b66\u4e60\u5f00\u6e90\u6846\u67b6\u5e73\u53f0\u4e2d\uff0cPyTorch \u6050\u6015\u662f\u548c Python \u7ed3\u5408\u5f97\u6700\u597d\u7684\u4e00\u4e2a\u3002\u76f8\u6bd4\u8f83 TensorFlow \u6846\u67b6\u6765\u8bf4\uff0cPyTorch \u5c06\u4f1a\u8ba9\u4f60\u7684\u4ee3\u7801\u66f4\u6d41\u7545\u8212\u670d\u3002<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span><strong>\u5f3a\u5927\u7684\u793e\u533a\u652f\u6301\uff1a<\/strong>\u5bf9\u4e8e\u4e00\u4e2a\u521d\u5b66\u8005\u6765\u8bf4\uff0c\u5438\u53d6\u5230\u524d\u8f88\u7684\u7ecf\u9a8c\u6050\u6015\u662f\u6700\u8feb\u5207\u7684\u95ee\u9898\u4e86\u3002<\/span><span>\u5c3d\u7ba1 PyTorch \u4ec5\u4e24\u5c81\u6709\u4f59\uff0c\u4f46\u662f\u5b83\u7684\u793e\u533a\u6210\u957f\u98de\u5feb\u3002\u5728\u56fd\u5185\uff0c\u7528 PyTorch \u4f5c\u4e3a\u5173\u952e\u8bcd\u641c\u7d22\u5c31\u80fd\u627e\u5230\u5927\u6982\u4e94\u516d\u4e2a\u7f51\u7edc\u793e\u533a\u3001BBS\u3002\u5404\u5927\u95ee\u7b54\u7c7b\u7f51\u7ad9\u5173\u4e8e PyTorch \u7684\u95ee\u9898\u6570\u76ee\u4e5f\u5728\u6301\u7eed\u589e\u591a\u3002<\/span><\/p>\n<\/li>\n<\/ul>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span>\u5982\u6b64\u5f3a\u5927\u7684\u529f\u80fd\uff0c\u5982\u6b64\u597d\u7528\u7684\u5de5\u5177\uff0c\u7edd\u5bf9\u662f\u503c\u5f97\u6211\u4eec\u5927\u529b\u63a8\u5e7f\u7684\u3002\u7136\u800c\uff0c\u76ee\u524d\u6709\u5173 PyTorch \u7684\u591a\u6570\u4f18\u8d28\u8d44\u6599\u8fd8\u4ee5\u82f1\u6587\u4e3a\u4e3b\uff0c\u5927\u90e8\u5206\u4ecb\u7ecd\u6df1\u5ea6\u5b66\u4e60\u3001\u4eba\u5de5\u667a\u80fd\u7684\u8d44\u6599\u5145\u65a5\u7740\u5927\u91cf\u7684\u6570\u5b66\u516c\u5f0f\uff0c\u8fd9\u5bf9\u666e\u901a\u7528\u6237\u800c\u8a00\u662f\u4e00\u4e2a\u4e0d\u5c0f\u7684\u95e8\u69db\u3002\u56e0\u6b64\uff0c\u96c6\u667a\u4ff1\u4e50\u90e8\u7684\u6210\u5458\u5408\u529b\u7f16\u5199\u4e86\u8fd9\u672c\u4e66\uff0c\u529b\u6c42\u8fdb\u4e00\u6b65\u63a8\u5e7f PyTorch\uff0c\u666e\u53ca\u4eba\u5de5\u667a\u80fd\u548c\u6df1\u5ea6\u5b66\u4e60\u7b49\u65b0\u6280\u672f\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong><span>\u96c6\u667a\u4ff1\u4e50\u90e8\u8bde\u751f\u4e8e 2003 \u5e74\uff0c\u662f\u56fd\u5185\u6700\u65e9\u7684\u4eba\u5de5\u667a\u80fd\u793e\u533a\u4e4b\u4e00\u3002\u7ecf\u8fc7\u5341\u51e0\u5e74\u7684\u53d1\u5c55\uff0c\u5b83\u5df2\u7ecf\u9010\u6e10\u6210\u957f\u4e3a\u4e00\u4e2a\u6df1\u53d7\u56fd\u5185\u9876\u5c16\u7814\u7a76\u8005\u3001\u79d1\u5b66\u5bb6\u3001\u5de5\u7a0b\u5e08\u548c\u5b66\u751f\u7fa4\u4f53\u70ed\u7231\u7684\u5b66\u672f\u793e\u533a\u3002<\/span><\/strong><span>\u5728\u8fd9\u5341\u51e0\u5e74\u95f4\uff0c\u96c6\u667a\u4ff1\u4e50\u90e8\u4e3e\u529e\u4e86\u5927\u5927\u5c0f\u5c0f 400 \u591a\u573a\u8bb2\u5ea7\u3001\u8bfb\u4e66\u4f1a\u7b49\u6d3b\u52a8\uff0c\u521b\u4f5c\u4e86\u300a\u79d1\u5b66\u7684\u6781\u81f4\uff1a\u6f2b\u8c08\u4eba\u5de5\u667a\u80fd\u300b\u548c\u300a\u8d70\u8fd1 2050\uff1a\u6ce8\u610f\u529b\u3001\u4e92\u8054\u7f51\u4e0e\u4eba\u5de5\u667a\u80fd\u300b\u4e24\u672c\u4eba\u5de5\u667a\u80fd\u79d1\u666e\u8bfb\u7269\u3002\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c\u56fd\u5185 AI \u9886\u57df\u8457\u540d\u7684\u521b\u4e1a\u9ed1\u9a6c \u201cMomenta\u201d \u548c\u201c\u5f69\u4e91 AI\u201d\u7684\u521b\u59cb\u4eba\u53ca\u6838\u5fc3\u6210\u5458\u90fd\u6765\u81ea\u4e8e\u96c6\u667a\u4ff1\u4e50\u90e8\u3002\u5728\u4eba\u5de5\u667a\u80fd\u65f6\u4ee3\uff0c\u96c6\u667a\u4ff1\u4e50\u90e8\u7406\u5e94\u4e5f\u5fc5\u7136\u4f1a\u4e3a\u56fd\u5185\u4eba\u5de5\u667a\u80fd\u884c\u4e1a\u7684\u53d1\u5c55\u505a\u51fa\u66f4\u5927\u7684\u8d21\u732e\u3002<\/span><strong><span><\/span><\/strong><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span><\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span>\u80a9\u8d1f\u7740\u8fd9\u6837\u7684\u4f7f\u547d\uff0c\u672c\u4e66\u6084\u7136\u8bde\u751f\u4e86\u3002\u672c\u4e66\u5185\u5bb9\u6765\u6e90\u4e8e\u5f20\u6c5f\u8001\u5e08\u5728 \u201c\u96c6\u667a\u5b66\u56ed\u201d \u5f00\u8bbe\u7684\u7f51\u7edc\u8bfe\u7a0b\u2014\u2014<strong>\u201c\u706b\u70ac\u4e0a\u7684\u6df1\u5ea6\u5b66\u4e60\u201d<\/strong>\uff0c\u7ecf\u5404\u4f4d\u6210\u5458\u7684\u7cbe\u5fc3\u6574\u7406\u548c\u4e0d\u65ad\u5b8c\u5584\uff0c\u6700\u7ec8\u6210\u4e66\u3002\u6211\u4eec\u5e0c\u671b\u80fd\u8fdb\u4e00\u6b65\u63a8\u5e7f PyTorch\uff0c\u8ba9\u66f4\u591a\u4eba\u6709\u673a\u4f1a\u638c\u63e1\u4eba\u5de5\u667a\u80fd\u548c\u6df1\u5ea6\u5b66\u4e60\u7b49\u65b0\u6280\u672f\uff0c\u8fdb\u5165\u4eba\u5de5\u667a\u80fd\u8fd9\u4e2a\u53d1\u5c55\u8fc5\u731b\u7684\u884c\u4e1a\uff0c\u5171\u4eab\u4eba\u5de5\u667a\u80fd\u5e26\u6765\u7684\u53d1\u5c55\u7ea2\u5229\u3002<\/span><\/p>\n<p style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px\">\n<blockquote class=\"js_blockquote_wrap\">\n<section class=\"js_blockquote_digest\">\n<section>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\"><span>\u4f5c\u8005\u7b80\u4ecb\uff1a<\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\"><span>\u96c6\u667a\u4ff1\u4e50\u90e8\uff08Swarma Club\uff09\uff0c\u6210\u7acb\u4e8e2003\u5e74\uff0c\u662f\u4e00\u4e2a\u4ece\u4e8b\u5b66\u672f\u7814\u7a76\u3001\u4eab\u53d7\u79d1\u5b66\u4e50\u8da3\u7684\u63a2\u7d22\u8005\u56e2\u4f53\u3002\u5021\u5bfc\u4ee5\u5e73\u7b49\u5f00\u653e\u7684\u6001\u5ea6\u3001\u79d1\u5b66\u5b9e\u8bc1\u7684\u7cbe\u795e\uff0c\u8fdb\u884c\u8de8\u5b66\u79d1\u7684\u7814\u7a76\u4e0e\u4ea4\u6d41\uff0c\u529b\u56fe\u642d\u5efa\u4e00\u4e2a\u4e2d\u56fd\u7684\u201c\u6ca1\u6709\u56f4\u5899\u7684\u7814\u7a76\u6240\u201d\u3002\u76ee\u524d\u5df2\u51fa\u7248\u8457 \u4f5c\u6709\u300a\u79d1\u5b66\u7684\u6781\u81f4\uff1a\u6f2b\u8c08\u4eba\u5de5\u667a\u80fd\u300b\u548c\u300a\u8d70\u8fd1 2050\uff1a\u6ce8\u610f\u529b\u3001\u4e92\u8054\u7f51\u4e0e\u4eba\u5de5\u667a\u80fd\u300b\uff0c\u8bd1\u4f5c\u6709\u300a\u6df1\u5ea6\u601d\u8003\uff1a\u4eba\u5de5\u667a\u80fd\u7684\u7ec8\u70b9\u4e0e\u4eba\u7c7b\u521b\u9020\u529b\u7684\u8d77\u70b9\u300b<\/span><\/p>\n<\/section>\n<\/section>\n<\/blockquote>\n<p style=\"text-align: center;line-height: 1.75em;margin-left: 8px;margin-right: 8px\">\n<p style=\"text-align: center;line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><img class=\"rich_pages aligncenter\" style=\"width: 100%;height: auto\" src=\"https:\/\/swarma.org\/wp-content\/uploads\/2019\/08\/swarma5-1566985808.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\" \/><\/p>\n<section style=\"text-align: left;margin-left: 8px;margin-right: 8px\"><\/section>\n<section style=\"text-align: left;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u56fe\u7075\u793e\u533a\u672c\u4e66\u4e3b\u9875 \u4e0b\u8f7d\u914d\u5957\u6e90\u4ee3\u7801\uff08\u514d\u8d39\uff0c\u9700\u6ce8\u518c\u767b\u5f55\uff09\uff1a<\/span><\/strong><\/section>\n<section style=\"text-align: left;margin-left: 8px;margin-right: 8px\"><strong><span style=\"text-align: justify;font-size: 15px\">http:\/\/www.ituring.com.cn\/book\/2609<\/span><\/strong><\/section>\n<section style=\"text-align: left;margin-left: 8px;margin-right: 8px\"><\/section>\n<section style=\"text-align: left;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">B\u7ad9\u96c6\u667a\u5b66\u56ed\u5bfc\u5b66\u8bfe\u7a0b\uff08\u514d\u8d39\uff09\uff1a<\/span><\/strong><\/section>\n<section style=\"text-align: left;margin-left: 8px;margin-right: 8px\"><strong><span style=\"text-align: justify;font-size: 15px\">https:\/\/www.bilibili.com\/video\/av50239976<\/span><\/strong><strong><span style=\"text-align: justify;font-size: 15px\"><\/span><\/strong><\/section>\n<section style=\"text-align: left;margin-left: 8px;margin-right: 8px\"><\/section>\n<section style=\"text-align: left;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">\u96c6\u667a\u5b66\u56ed\u7cfb\u5217\u76f4\u64ad\u8bfe\u7a0b\uff08\u6536\u8d39\uff09\uff1a<\/span><\/strong><\/section>\n<section style=\"text-align: left;margin-left: 8px;margin-right: 8px\"><strong><span style=\"font-size: 15px\">https:\/\/campus.swarma.org\/gcou=421<\/span><\/strong><\/section>\n<section style=\"text-align: left;margin-left: 8px;margin-right: 8px\"><\/section>\n<section style=\"text-align: left;margin-left: 8px;margin-right: 8px\"><\/section>\n<section style=\"text-align: center;margin-left: 8px;margin-right: 8px\"><\/section>\n<section>\n<section>\n<section>\n<section><strong><\/p>\n<p><span style=\"font-size: 16px\">\u76ee\u5f55<\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<section><span><\/span><\/section>\n<p><span>\u7b2c1\u7ae0 \u6df1\u5ea6\u5b66\u4e60\u7b80\u4ecb\u30001<\/span><span>1\uff0e1\u3000\u6df1\u5ea6\u5b66\u4e60\u4e0e\u4eba\u5de5\u667a\u80fd\u30001<\/span><span>1\uff0e2\u3000\u6df1\u5ea6\u5b66\u4e60\u7684\u5386\u53f2\u6e0a\u6e90\u30002<\/span><span>1\uff0e3\u3000\u6df1\u5ea6\u5b66\u4e60\u7684\u5f71\u54cd\u56e0\u7d20\u30006<\/span><span>1\uff0e4\u3000\u6df1\u5ea6\u5b66\u4e60\u4e3a\u4ec0\u4e48\u5982\u6b64\u6210\u529f\u300011<\/span><span>1\uff0e5\u3000\u5c0f\u7ed3\u300013<\/span><span>\u7b2c2\u7ae0 PyTorch\u7b80\u4ecb\u300015<\/span><span>2\uff0e1\u3000PyTorch\u5b89\u88c5\u300015<\/span><span>2\uff0e2\u3000\u521d\u8bc6PyTorch\u300015<\/span><span>2\uff0e3\u3000PyTorch\u5b9e\u4f8b\uff1a\u9884\u6d4b\u623f\u4ef7\u300027<\/span><span>2\uff0e4\u3000\u5c0f\u7ed3\u300033<\/span><span>\u7b2c3\u7ae0\u3000\u5355\u8f66\u9884\u6d4b\u5668\uff1a\u4f60\u7684\u7b2c \u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u300035<\/span><span>3\uff0e1\u3000\u5171\u4eab\u5355\u8f66\u7684\u70e6\u607c\u300035<\/span><span>3\uff0e2\u3000\u5355\u8f66\u9884\u6d4b\u56681\uff0e0\u300037<\/span><span>3\uff0e3\u3000\u5355\u8f66\u9884\u6d4b\u56682\uff0e0\u300049<\/span><span>3\uff0e4\u3000\u5256\u6790\u795e\u7ecf\u7f51\u7edcNeu\u300057<\/span><span>3\uff0e5\u3000\u5c0f\u7ed3\u300061<\/span><span>3\uff0e6\u3000Q&amp;A\u300061<\/span><span>\u7b2c4\u7ae0\u3000\u673a\u5668\u4e5f\u61c2\u611f\u60c5\u2014\u2014\u4e2d\u6587\u60c5\u7eea\u5206\u7c7b\u5668\u300063<\/span><span>4\uff0e1\u3000\u795e\u7ecf\u7f51\u7edc\u5206\u7c7b\u5668\u300064<\/span><span>4\uff0e2\u3000\u8bcd\u888b\u6a21\u578b\u5206\u7c7b\u5668\u300067<\/span><span>4\uff0e3\u3000\u7a0b\u5e8f\u5b9e\u73b0\u300070<\/span><span>4\uff0e4\u3000\u8fd0\u884c\u7ed3\u679c\u300080<\/span><span>4\uff0e5\u3000\u5256\u6790\u795e\u7ecf\u7f51\u7edc\u300081<\/span><span>4\uff0e6\u3000\u5c0f\u7ed3\u300085<\/span><span>4\uff0e7\u3000Q&amp;A\u300085<\/span><span>\u7b2c5\u7ae0\u3000\u624b\u5199\u6570\u5b57\u8bc6\u522b\u5668\u2014\u2014\u8ba4\u8bc6\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u300087<\/span><span>5\uff0e1\u3000\u4ec0\u4e48\u662f\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u300088<\/span><span>5\uff0e2\u3000\u624b\u5199\u6570\u5b57\u8bc6\u522b\u5668\u3000100<\/span><span>5\uff0e3\u3000\u5256\u6790\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u3000107<\/span><span>5\uff0e4\u3000\u5c0f\u7ed3\u3000112<\/span><span>5\uff0e5\u3000Q&amp;A\u3000112<\/span><span>5\uff0e6\u3000\u6269\u5c55\u9605\u8bfb\u3000112<\/span><span>\u7b2c6\u7ae0\u3000\u624b\u5199\u6570\u5b57\u52a0\u6cd5\u673a\u2014\u2014\u8fc1\u79fb\u5b66\u4e60\u3000113<\/span><span>6\uff0e1\u3000\u4ec0\u4e48\u662f\u8fc1\u79fb\u5b66\u4e60\u3000114<\/span><span>6\uff0e2\u3000\u5e94\u7528\u6848\u4f8b\uff1a\u8fc1\u79fb\u5b66\u4e60\u5982\u4f55\u6297\u51fb\u8d2b\u56f0\u3000118<\/span><span>6\uff0e3\u3000\u8682\u8681\u8fd8\u662f\u871c\u8702\uff1a\u8fc1\u79fb\u5927\u578b\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u3000121<\/span><span>6\uff0e4\u3000\u624b\u5199\u6570\u5b57\u52a0\u6cd5\u673a\u3000128<\/span><span>6\uff0e5\u3000\u5c0f\u7ed3\u3000143<\/span><span>6\uff0e6\u3000\u5b9e\u8df5\u9879\u76ee\uff1a\u8fc1\u79fb\u4e0e\u6548\u7387\u3000143<\/span><span>\u7b2c7\u7ae0\u3000\u4f60\u81ea\u5df1\u7684Prisma\u2014\u2014\u56fe\u50cf\u98ce\u683c\u8fc1\u79fb\u3000145<\/span><span>7\uff0e1\u3000\u4ec0\u4e48\u662f\u98ce\u683c\u8fc1\u79fb\u3000145<\/span><span>7\uff0e2\u3000\u98ce\u683c\u8fc1\u79fb\u6280\u672f\u53d1\u5c55\u7b80\u53f2\u3000147<\/span><span>7\uff0e3\u3000\u795e\u7ecf\u7f51\u7edc\u98ce\u683c\u8fc1\u79fb\u3000149<\/span><span>7\uff0e4\u3000\u795e\u7ecf\u7f51\u7edc\u98ce\u683c\u8fc1\u79fb\u5b9e\u6218\u3000157<\/span><span>7\uff0e5\u3000\u5c0f\u7ed3\u3000165<\/span><span>7\uff0e6\u3000\u6269\u5c55\u9605\u8bfb\u3000165<\/span><span>\u7b2c8\u7ae0\u3000\u4eba\u5de5\u667a\u80fd\u9020\u5047\u672f\u2014\u2014\u56fe\u50cf\u751f\u6210\u4e0e\u5bf9\u6297\u5b66\u4e60\u3000166<\/span><span>8\uff0e1\u3000\u53cd\u5377\u79ef\u4e0e\u56fe\u50cf\u751f\u6210\u3000169<\/span><span>8\uff0e2\u3000\u56fe\u50cf\u751f\u6210\u5b9e\u9a8c1\u2014\u2014\u6700\u5c0f\u5747\u65b9\u8bef\u5dee\u6a21\u578b\u3000177<\/span><span>8\uff0e3\u3000\u56fe\u50cf\u751f\u6210\u5b9e\u9a8c2\u2014\u2014\u751f\u6210\u5668-\u8bc6\u522b\u5668\u6a21\u578b\u3000184<\/span><span>8\uff0e4\u3000\u56fe\u50cf\u751f\u6210\u5b9e\u9a8c3\u2014\u2014\u751f\u6210\u5bf9\u6297\u7f51\u7edcGAN\u3000190<\/span><span>8\uff0e5\u3000\u5c0f\u7ed3\u3000197<\/span><span>8\uff0e6\u3000Q&amp;A\u3000197<\/span><span>8\uff0e7\u3000\u6269\u5c55\u9605\u8bfb\u3000198<\/span><span>\u7b2c9\u7ae0\u3000\u8bcd\u6c47\u7684\u661f\u7a7a\u2014\u2014\u795e\u7ecf\u8bed\u8a00\u6a21\u578b\u4e0eWord2Vec\u3000199<\/span><span>9\uff0e1\u3000\u8bcd\u5411\u91cf\u6280\u672f\u4ecb\u7ecd\u3000199<\/span><span>9\uff0e2\u3000NPLM\uff1a\u795e\u7ecf\u6982\u7387\u8bed\u8a00\u6a21\u578b\u3000201<\/span><span>9\uff0e3\u3000Word2Vec\u3000211<\/span><span>9\uff0e4\u3000Word2Vec\u7684\u5e94\u7528\u3000214<\/span><span>9\uff0e5\u3000\u5c0f\u7ed3\u3000221<\/span><span>9\uff0e6\u3000Q&amp;A\u3000222<\/span><span>\u7b2c10\u7ae0 LSTM\u4f5c\u66f2\u673a\u2014\u2014\u5e8f\u5217\u751f\u6210\u6a21\u578b\u3000224<\/span><span>10\uff0e1\u3000\u5e8f\u5217\u751f\u6210\u95ee\u9898\u3000224<\/span><span>10\uff0e2\u3000RNN\u4e0eLSTM\u3000225<\/span><span>10\uff0e3\u3000\u7b80\u535501\u5e8f\u5217\u7684\u5b66\u4e60\u95ee\u9898\u3000235<\/span><span>10\uff0e4\u3000LSTM\u4f5c\u66f2\u673a\u3000248<\/span><span>10\uff0e5\u3000\u5c0f\u7ed3\u3000259<\/span><span>10\uff0e6\u3000Q&amp;A\u3000259<\/span><span>10\uff0e7\u3000\u6269\u5c55\u9605\u8bfb\u3000259<\/span><span><\/span><\/p>\n<\/p>\n<section style=\"text-align: center;margin-left: 8px;margin-right: 8px\"><img class=\" aligncenter\" style=\"width: 100%;height: auto\" src=\"https:\/\/swarma.org\/wp-content\/uploads\/2019\/08\/swarma9-1566985809.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\" \/><\/section>\n<section style=\"text-align: center;margin-left: 8px;margin-right: 8px\"><\/section>\n<section style=\"text-align: center;margin-left: 8px;margin-right: 8px\"><\/section>\n<section class=\"\">\n<section style=\"max-width: 100%\">\n<section style=\"max-width: 100%\">\n<section style=\"max-width: 100%\">\n<section style=\"max-width: 100%;letter-spacing: 0.544px\">\n<section style=\"max-width: 100%\">\n<section style=\"max-width: 100%\">\n<section style=\"max-width: 100%;letter-spacing: 0.544px\">\n<section style=\"max-width: 100%\">\n<section class=\"\" style=\"max-width: 100%\">\n<section style=\"max-width: 100%\">\n<section style=\"max-width: 100%\">\n<section style=\"max-width: 100%\">\n<h1 style=\"margin-right: 8px;margin-left: 8px;max-width: 100%;letter-spacing: 0.544px;line-height: 1.75em\">\n<section style=\"margin-top: 20px;max-width: 100%;font-size: 17px;letter-spacing: 0.544px\">\n<section>\n<section><span style=\"max-width: 100%;letter-spacing: normal;font-size: 15px\"><strong><span><\/p>\n<p style=\"max-width: 100%;min-height: 1em\"><span class=\"\" style=\"max-width: 100%\">\u65b0\u8bfe\u4e0a\u7ebf<\/span><\/p>\n<p><\/span><\/strong><\/span><\/section>\n<\/section>\n<p style=\"max-width: 100%;min-height: 1em\">\n<p style=\"max-width: 100%;min-height: 1em\">\n<p style=\"max-width: 100%;min-height: 1em\">\n<p style=\"max-width: 100%;min-height: 1em\">\n<\/section>\n<\/h1>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"text-align: center;margin-left: 8px;margin-right: 8px\"><\/section>\n<section><span style=\"max-width: 100%;font-size: 15px\">\u5f20\u6c5f\u8001\u5e08\u5f00\u8bbe\u7684\u300a\u6df1\u5ea6\u5b66\u4e60\u539f\u7406\u4e0ePyTorch\u5b9e\u6218\u300b\u8bfe\u7a0b\uff0c\u5df2\u7ecf\u5f00\u59cb\u9884\u552e\u5566\uff01<\/span><\/section>\n<section><span style=\"max-width: 100%;font-size: 15px\">\u672c\u7cfb\u5217\u8bfe\u7a0b\u524d\u4e09\u8282\u514d\u8d39\u76f4\u64ad\uff01<\/span><\/section>\n<\/p>\n<section><img class=\"rich_pages aligncenter\" style=\"width: 574px !important\" src=\"https:\/\/swarma.org\/wp-content\/uploads\/2019\/08\/swarma8-1566985810.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\" \/><\/section>\n<\/p>\n<section class=\"\">\n<section style=\"max-width: 100%\">\n<section style=\"max-width: 100%\">\n<section style=\"max-width: 100%\">\n<section style=\"max-width: 100%;letter-spacing: 0.544px\">\n<section style=\"max-width: 100%\">\n<section style=\"max-width: 100%\">\n<section style=\"max-width: 100%;letter-spacing: 0.544px\">\n<section style=\"max-width: 100%\">\n<section class=\"\" style=\"max-width: 100%\">\n<section style=\"max-width: 100%\">\n<section style=\"max-width: 100%\">\n<section style=\"max-width: 100%\">\n<h1 style=\"max-width: 100%;letter-spacing: 0.544px;margin-left: 8px;margin-right: 8px;line-height: 1.75em\">\n<section style=\"margin-top: 20px;max-width: 100%;font-size: 17px;letter-spacing: 0.544px\">\n<section>\n<section><span style=\"max-width: 100%;letter-spacing: normal;font-size: 15px\"><strong><span><\/p>\n<p style=\"max-width: 100%;min-height: 1em\"><span class=\"\" style=\"max-width: 100%\">\u8bfe\u7a0b\u7b80\u4ecb<\/span><\/p>\n<p><\/span><\/strong><\/span><\/section>\n<\/section>\n<p style=\"max-width: 100%;min-height: 1em\">\n<p style=\"max-width: 100%;min-height: 1em\">\n<p style=\"max-width: 100%;min-height: 1em\">\n<p style=\"max-width: 100%;min-height: 1em\">\n<\/section>\n<\/h1>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section><span style=\"max-width: 100%;font-size: 15px\"><\/span><\/section>\n<section><span style=\"max-width: 100%;font-size: 15px\"><\/p>\n<p class=\"\" style=\"max-width: 100%;min-height: 1em\">\u8bfe\u7a0b\u4e2d\u8bb2\u89e3\u4e86PyTorch\u7684\u57fa\u672c\u4f7f\u7528\u3001\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa\u3001\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u548c\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u5b9e\u73b0\uff0c\u5e76\u4e14\u5168\u9762\u6df1\u5165\u5730\u4ecb\u7ecd\u4e86\u8ba1\u7b97\u673a\u89c6\u89c9\u3001\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u8fc1\u79fb\u5b66\u4e60\uff0c\u4ee5\u53ca\u6700\u65b0\u7684\u5bf9\u6297\u5b66\u4e60\u548c\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u7b49\u524d\u6cbf\u6280\u672f\u3002<\/p>\n<p class=\"\" style=\"max-width: 100%;min-height: 1em\">\n<p class=\"\" style=\"max-width: 100%;min-height: 1em;letter-spacing: 0.544px\">\u96be\u5ea6\uff1a\u4e2d\u7ea7<\/p>\n<p class=\"\" style=\"max-width: 100%;min-height: 1em;letter-spacing: 0.544px\">\u5b66\u4e60\u5468\u671f\uff1a45\u5929\u3002<\/p>\n<p class=\"\" style=\"max-width: 100%;min-height: 1em;letter-spacing: 0.544px\">\u4e0a\u8bfe\u65b9\u5f0f\uff1azoom \u5e73\u53f0\uff0c\u7ebf\u4e0a\u76f4\u64ad\u3002<\/p>\n<p class=\"\" style=\"max-width: 100%;min-height: 1em;letter-spacing: 0.544px\">\n<p class=\"\" style=\"max-width: 100%;min-height: 1em;letter-spacing: 0.544px;text-align: center\">\u70b9\u51fb\u4e0b\u9762\u7684\u56fe\u7247\uff0c\u53ef\u4e86\u89e3\u8bfe\u7a0b\u8be6\u60c5<span style=\"max-width: 100%;letter-spacing: 0.544px\">\ud83d\udc47<\/span><\/p>\n<p class=\"\" style=\"max-width: 100%;min-height: 1em;letter-spacing: 0.544px;text-align: center\">\n<p style=\"max-width: 100%;min-height: 1em;text-align: center\"><a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzI0MjY5NTM2MQ==&amp;mid=2247488549&amp;idx=1&amp;sn=3b6760bd35e612117fd431f2ebf44990&amp;scene=21#wechat_redirect\" target=\"_blank\"><span class=\"js_jump_icon h5_image_link\" style=\"max-width: 100%;line-height: 0\"><img class=\"rich_pages aligncenter\" src=\"https:\/\/swarma.org\/wp-content\/uploads\/2019\/08\/swarma3-1566985810.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\" \/><\/span><\/a><\/p>\n<p class=\"\" style=\"max-width: 100%;min-height: 1em;letter-spacing: 0.544px;text-align: center\"><span style=\"max-width: 100%;letter-spacing: 0.544px\"><\/span><\/p>\n<p><\/span><\/section>\n<section class=\"\">\n<section style=\"max-width: 100%\">\n<section style=\"max-width: 100%\">\n<section style=\"max-width: 100%\">\n<section style=\"max-width: 100%;letter-spacing: 0.544px\">\n<section style=\"max-width: 100%\">\n<section style=\"max-width: 100%\">\n<section style=\"max-width: 100%;letter-spacing: 0.544px\">\n<section style=\"max-width: 100%\">\n<section class=\"\" style=\"max-width: 100%\">\n<section style=\"max-width: 100%\">\n<section style=\"max-width: 100%\">\n<section style=\"max-width: 100%\">\n<h1 style=\"max-width: 100%;letter-spacing: 0.544px;margin-left: 8px;margin-right: 8px;line-height: 1.75em\">\n<section style=\"margin-top: 20px;max-width: 100%;font-size: 17px;letter-spacing: 0.544px\">\n<section>\n<section><span style=\"max-width: 100%;letter-spacing: normal;font-size: 15px\"><strong><span><\/p>\n<p style=\"max-width: 100%;min-height: 1em\"><span class=\"\" style=\"max-width: 100%\">\u8bfe\u7a0b\u8d2d\u4e70<\/span><\/p>\n<p><\/span><\/strong><\/span><\/section>\n<\/section>\n<p style=\"max-width: 100%;min-height: 1em\">\n<p style=\"max-width: 100%;min-height: 1em\">\n<p style=\"max-width: 100%;min-height: 1em\">\n<p style=\"max-width: 100%;min-height: 1em\">\n<\/section>\n<\/h1>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section><span style=\"max-width: 100%;font-size: 15px\"><\/span><\/section>\n<section><span style=\"max-width: 100%;font-size: 15px\"><\/p>\n<section style=\"margin-right: 8px;margin-left: 8px;max-width: 100%;letter-spacing: 0.544px;font-size: 16px;line-height: 1.75em\"><span style=\"max-width: 100%;font-size: 15px\"><\/p>\n<p style=\"max-width: 100%;min-height: 1em;text-align: center\"><img class=\"rich_pages aligncenter\" style=\"letter-spacing: 0.544px;font-size: 17px;width: 398px !important\" src=\"https:\/\/swarma.org\/wp-content\/uploads\/2019\/08\/swarma4-1566985811.png\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\" \/><\/p>\n<p><\/span><\/section>\n<p><\/span><\/section>\n<h1><span style=\"max-width: 100%;font-size: 13px\">\uff08\u8bfe\u7a0b\u8ba1\u5212\u4e8e 9 \u6708 15 \u65e5\u5f00\u59cb\u76f4\u64ad\u3002\u6b64\u7cfb\u5217\u8bfe\u7a0b\u4e0e\u96c6\u667a\u5b66\u56ed\u7f51\u7ad9\u5df2\u4e0a\u7ebf\u7684\u4e24\u4e2a PyTorch \u7cfb\u5217\u8bfe\u7a0b\u5185\u5bb9\u7ed3\u6784\u76f8\u4f3c\uff0c\u8bf7\u540c\u5b66\u4eec\u8d2d\u4e70\u65f6\u6ce8\u610f\uff09<\/span><\/h1>\n<section><span style=\"max-width: 100%;font-size: 13px\"><\/span><\/section>\n<section><span style=\"max-width: 100%;font-size: 13px\">\u5b66\u4e60\u5730\u5740\uff1a<a class=\"weapp_text_link\" href=\"\">https:\/\/campus.swarma.org\/gcou=421<\/a><\/span><\/section>\n<\/p>\n<section class=\"\">\n<section class=\"\" style=\"max-width: 100%\">\n<section class=\"\" style=\"max-width: 100%\">\n<section class=\"\">\n<p style=\"max-width: 100%;min-height: 1em\">\n<blockquote class=\"js_blockquote_wrap\">\n<section class=\"js_blockquote_digest\">\n<p style=\"margin-left: 8px;margin-right: 8px\"><span>\u7f16\u8f91\uff1a\u5b5f\u5a55<\/span><\/p>\n<\/section>\n<\/blockquote>\n<p style=\"max-width: 100%;min-height: 1em\">\n<hr \/>\n<section><img class=\"__bg_gif aligncenter\" width=\"100%\" style=\"letter-spacing: 0.5px;width: 64px !important\" src=\"https:\/\/swarma.org\/wp-content\/uploads\/2019\/08\/swarma4-1566985812.gif\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\" \/><\/section>\n<p style=\"max-width: 100%;min-height: 1em\">\n<section>\n<section style=\"margin-right: 0.5em;margin-left: 0.5em;max-width: 100%;line-height: 25.6px;text-align: center\">\n<section style=\"margin-right: 0.5em;margin-left: 0.5em;max-width: 100%;line-height: 25.6px\">\n<section style=\"max-width: 100%\">\n<section style=\"margin-right: 0.5em;margin-left: 0.5em;max-width: 100%;font-size: 15px\">\n<section>\n<section><strong style=\"max-width: 100%\"><span>\u96c6\u667a\u4ff1\u4e50\u90e8QQ\u7fa4\uff5c877391004<\/span><\/strong><\/section>\n<section><strong style=\"max-width: 100%\"><span>\u5546\u52a1\u5408\u4f5c\u53ca\u6295\u7a3f\u8f6c\u8f7d\uff5cswarma@swarma.org<\/span><\/strong><\/section>\n<section style=\"margin-right: 0.5em;margin-left: 0.5em;max-width: 100%\">\n<h1 style=\"margin: 10px 8px;max-width: 100%;line-height: 1.75em\"><strong><strong><span><span>\u25c6<\/span><span>\u25c6<\/span><span>\u25c6<\/span><\/span><\/strong><\/strong><\/h1>\n<\/section>\n<section><span><strong style=\"max-width: 100%\"><span style=\"max-width: 100%;font-size: 14px\">\u641c\u7d22\u516c\u4f17\u53f7\uff1a\u96c6\u667a\u4ff1\u4e50\u90e8<\/span><\/strong><\/span><\/section>\n<\/p>\n<section class=\"\" style=\"max-width: 100%\">\n<section class=\"\" style=\"max-width: 100%\">\n<section class=\"\" style=\"max-width: 100%\">\n<section class=\"\">\n<section>\n<section style=\"margin-right: 0.5em;margin-left: 0.5em;max-width: 100%;line-height: 25.6px\">\n<section style=\"margin-right: 0.5em;margin-left: 0.5em;max-width: 100%;line-height: 25.6px\">\n<section style=\"max-width: 100%\">\n<section style=\"margin-right: 0.5em;margin-left: 0.5em;max-width: 100%;font-size: 15px\">\n<section>\n<p><span><strong style=\"max-width: 100%\"><span style=\"max-width: 100%;font-size: 14px\">\u52a0\u5165\u201c\u6ca1\u6709\u56f4\u5899\u7684\u7814\u7a76\u6240\u201d<\/span><\/strong><\/span><\/p>\n<section>\n<div class=\"post-image\"><img class=\" aligncenter\" style=\"width: 156px !important\" src=\"https:\/\/swarma.org\/wp-content\/uploads\/2019\/08\/swarma7-1566985812.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\" \/><\/div>\n<\/section>\n<p style=\"max-width: 100%;min-height: 1em\"><span style=\"max-width: 100%;font-size: 14px\">\u8ba9\u82f9\u679c\u7838\u5f97\u66f4\u731b\u70c8\u4e9b\u5427\uff01<\/span><\/p>\n<p style=\"max-width: 100%;min-height: 1em\"><span style=\"max-width: 100%;font-size: 14px\"><\/span><\/p>\n<p style=\"max-width: 100%;min-height: 1em;text-align: left\"><span style=\"max-width: 100%;font-size: 14px\">\u70b9\u51fb\u9605\u8bfb\u539f\u6587\u5373\u53ef\u8d2d\u4e70<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<blockquote class=\"keep-source\">\n<p>\u539f\u6587\u59cb\u53d1\u4e8e\u5fae\u4fe1\u516c\u4f17\u53f7\uff08\u96c6\u667a\u4ff1\u4e50\u90e8\uff09\uff1a<a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?src=11&amp;timestamp=1566985806&amp;ver=1818&amp;signature=zQPX2*9i*PQU2ExvGfFTHiNKdmZge8lufVvaW7x7ytgSIVQtfGdK5D48ren5j3XQt5gRvqQh6bYbiw0o6gNx44E0XuqPfTb8JbwzzUu7HXFbc6P8JMSO-9-pTYcOa6su&amp;new=1\">\u96c6\u667a<\/a><\/p>\n<\/blockquote>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u5bfc\u8bed \u96c6\u667a\u4ff1\u4e50\u90e8\u4f17\u5305\u521b\u4f5c\u7684\u7b2c\u56db\u672c\u4e66\u2014\u2014\u300a\u6df1\u5ea6\u5b66\u4e60\u539f\u7406\u4e0e PyTorch \u5b9e\u6218\u300b\u4e0a\u5e02\u5566\uff01 \u4f5c\u4e3a\u96c6\u667a\u4ff1\u4e50\u90e8\u521b\u4f5c\u7684\u7b2c\u4e00\u672c\u6280\u672f\u7c7b\u4e66\u7c4d\uff0c\u672c\u4e66\u7cfb\u7edf\u4ecb\u7ecd\u4e86\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\u53ca\u5f00\u6e90\u6846\u67b6 PyTorch\u3002\u5168\u4e66\u6ce8\u91cd\u5b9e\u6218\uff0c\u6bcf\u7ae0\u56f4\u7ed5\u4e00\u4e2a\u6709\u610f\u601d \u7684\u5b9e\u6218\u6848\u4f8b\u5c55\u5f00\uff0c\u4e0d\u4ec5\u5faa\u5e8f\u6e10\u8fdb\u5730\u8bb2\u89e3\u4e86 PyTorch \u7684\u57fa\u672c\u4f7f\u7528\u3001\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa\u3001\u5377\u79ef&#8230;<\/p>\n","protected":false},"author":1,"featured_media":16857,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"special":[],"_links":{"self":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/16856"}],"collection":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=16856"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/16856\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/16857"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=16856"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=16856"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=16856"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=16856"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}