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\u672a\u6765\u7684\u5224\u65ad\u3002\u90a3\u4e48\u8fd9\u6bb5\u65c5\u7a0b\u7a76\u7adf\u7ecf\u5386\u4e86\u4ec0\u4e48\uff1f<\/p>\n\n\n\n<p>\u4e00\u30012013\u5e74\u90a3\u573a\u8c6a\u8d4c\uff0c\u624e\u514b\u4f2f\u683c\u8d4c\u5bf9\u4e86\u5417\uff1f<\/p>\n\n\n\n<p>Lecun \u4e0e Meta \u7684\u6545\u4e8b\u5f97\u4ece 2013 \u5e74\u8bf4\u8d77\u3002<\/p>\n\n\n\n<p>\u90a3\u6bb5\u65f6\u95f4\uff0c\u6b63\u662f\u6df1\u5ea6\u5b66\u4e60\u84ec\u52c3\u5174\u8d77\u7684\u9636\u6bb5\u30022012 \u5e74\uff0cGeoffrey Hinton \u4e0e\u5176\u5b66\u751f Alex Krizhevsky\u3001Ilya Sutskever \u63d0\u4ea4\u7684 AlexNet \u5728 ILSVRC-2012 \u4e00\u9a91\u7edd\u5c18\uff0ctop-5 \u9519\u8bef\u7387\u7ea6 15.3%\uff0c\u8fd9\u4e2a\u7a81\u7834\u8ba9\u6574\u4e2a\u5b66\u672f\u754c\u548c\u5de5\u4e1a\u754c\u90fd\u770b\u5230\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u6f5c\u529b\u3002<\/p>\n\n\n\n<p>\u7136\u540e\u5c31\u662f\u79d1\u6280\u5de8\u5934\u4eec\u7684\u62a2\u4eba\u5927\u6218\u2014\u2014\u8c37\u6b4c\u82b1\u5927\u4ef7\u94b1\u6536\u8d2d\u4e86 Hinton \u6240\u5728\u7684\u521b\u4e1a\u516c\u53f8 DNNresearch\uff0c\u987a\u5e26\u628a\u8001\u7237\u5b50\u672c\u4eba\u4e5f\u6316\u8d70\u4e86\uff1b\u5fae\u8f6f\u7814\u7a76\u9662\u4e5f\u5728\u75af\u72c2\u6269\u5f20 AI \u56e2\u961f\u3002<\/p>\n\n\n\n<p>\u624e\u514b\u4f2f\u683c\u5750\u4e0d\u4f4f\u4e86\u3002<\/p>\n\n\n\n<p>Facebook\uff08\u73b0\u4e3a Meta\uff09\u5f53\u65f6\u6b63\u5728\u4ece PC \u4e92\u8054\u7f51\u5f80\u79fb\u52a8\u4e92\u8054\u7f51\u8f6c\u578b\uff0c\u65b0\u95fb\u63a8\u9001\u7b97\u6cd5\u3001\u7167\u7247\u8bc6\u522b\u3001\u5185\u5bb9\u5ba1\u6838\uff0c\u54ea\u54ea\u513f\u90fd\u9700\u8981\u6280\u672f\u3002<\/p>\n\n\n\n<p>\u4f46\u95ee\u9898\u662f\uff0cFacebook \u7684 AI \u80fd\u529b\u8ddf\u8c37\u6b4c\u3001\u5fae\u8f6f\u6839\u672c\u4e0d\u5728\u4e00\u4e2a\u91cf\u7ea7\u3002\u624e\u514b\u4f2f\u683c\u9700\u8981\u4e00\u4e2a\u80fd\u6491\u8d77\u95e8\u9762\u7684\u4eba\u7269\uff0c\u6700\u597d\u662f\u90a3\u79cd\u5728\u5b66\u672f\u754c\u6709\u8db3\u591f\u5206\u91cf\u3001\u80fd\u5438\u5f15\u9876\u5c16\u4eba\u624d\u52a0\u76df\u7684\u5927\u725b\u3002<\/p>\n\n\n\n<p>\u4ed6\u76ef\u4e0a\u4e86 Yann LeCun\u3002<\/p>\n\n\n\n<p>LeCun \u5f53\u65f6\u5728\u7ebd\u7ea6\u5927\u5b66\u5f53\u6559\u6388\uff0c\u5df2\u7ecf\u5e72\u4e86\u5341\u591a\u5e74\u3002\u90a3\u65f6\u7684 LeCun \u81ea\u7136\u4e0d\u662f\u4ec0\u4e48\u65b0\u4eba\uff0c\u65e9\u5728 1989 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\u618b\u4e86\u7684\u90a3\u53e3\u6c14\uff0c\u7ec8\u4e8e\u80fd\u5410\u51fa\u6765\u4e86\u3002<\/p>\n\n\n\n<p>\u540e\u7eed\uff0c\u624e\u514b\u4f2f\u683c\u4eb2\u81ea\u767b\u95e8\u62dc\u8bbf\u3002\u5177\u4f53\u8c08\u4e86\u4ec0\u4e48\u5916\u4eba\u4e0d\u77e5\u9053\uff0c\u4f46\u6700\u540e\u5f00\u51fa\u7684\u6761\u4ef6\u8db3\u591f\u8bf1\u4eba\uff1a<\/p>\n\n\n\n<p>\u7b2c\u4e00\uff0c\u7ed9\u94b1\uff0c\u4e3b\u6253\u4e00\u4e2a\u8d44\u6e90\u81ea\u7531\uff1b\u7b2c\u4e8c\uff0c\u7ed9\u81ea\u7531\uff0cLeCun \u53ef\u4ee5\u4fdd\u7559\u7ebd\u7ea6\u5927\u5b66\u7684\u6559\u6388\u8eab\u4efd\uff0c\u7ee7\u7eed\u6559\u4e66\u641e\u7814\u7a76\uff1b\u7b2c\u4e09\uff0c\u7ed9\u6743\uff0c\u8ba9\u4ed6\u53c2\u4e0e\u5efa\u7acb Facebook AI 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\u5e74\u5f00\u6e90\uff0c\u8fd9\u4e5f\u662f Meta \u81f3\u4eca\u4e3a\u6570\u4e0d\u591a\u7684\u5f62\u8c61\u62db\u724c\u3002<\/p>\n\n\n\n<p>PyTorch \u52a8\u6001\u8ba1\u7b97\u56fe\u3001Python \u539f\u751f\u63a5\u53e3\uff0c\u8c03\u8bd5\u65b9\u4fbf\uff0c\u5b66\u672f\u5708\u8fc5\u901f\u5012\u6208\u3002\u8fd9\u4e00\u62db\u7b49\u4e8e\u628a\u5168\u7403 AI \u7814\u7a76\u8005\u90fd\u62c9\u8fdb\u4e86 Facebook \u751f\u6001\u3002<\/p>\n\n\n\n<p>\u4e0d\u8fc7\uff0c\u6216\u8bb8\u662f\u51a5\u51a5\u4e2d\u81ea\u6709\u5929\u610f\uff0cSoumith \u524d\u4e0d\u4e45\u4e5f\u5ba3\u5e03\u79bb\u804c Meta\uff0c\u8868\u793a\u201c\u4e0d\u60f3\u4e00\u8f88\u5b50\u505a PyTorch\u201d\u3002<\/p>\n\n\n\n<p>\u800c\u66f4\u91cd\u8981\u7684\u662f\u4eba\u624d\u57f9\u517b\u3002FAIR 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