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<\/p>\n

2023\u5e74\uff0c\u56fd\u5185\u5927\u6a21\u578b\u4f55\u5176\u591a\u3002<\/p>\n

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4\u670810\u65e5\uff0c\u5546\u6c64\u63a8\u51fa\u201c\u65e5\u65e5\u65b0SenseNova\u201d\u5927\u6a21\u578b\u4f53\u7cfb\uff0c\u5305\u62ec\u4e00\u7cfb\u5217\u751f\u6210\u5f0fAI\u6a21\u578b\uff1a\u5927\u8bed\u8a00\u6a21\u578b\u201c\u5546\u91cf\u201d\u3001\u6587\u751f\u56feAI\u5e73\u53f0\u201c\u79d2\u753b\u201d\u3001AI\u6570\u5b57\u4eba\u89c6\u9891\u751f\u6210\u5e73\u53f0\u201c\u5982\u5f71\u201d\u30013D\u5185\u5bb9\u751f\u4ea7\u5e73\u53f0\u201c\u743c\u5b87\u201d\u3001\u201c\u683c\u7269\u201d\uff0c\u4ee5\u53ca\u5927\u6a21\u578b\u6570\u636e\u6807\u6ce8\u5e73\u53f0\u201c\u660e\u7738\u201d\u3002<\/p>\n

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<\/p>\n

1\u00a0\u4ece\u5927\u88c5\u7f6e\u5230\u5927\u6a21\u578b\uff0c\u59cb\u7ec8\u6307\u5411\u540c\u4e00\u76ee\u6807<\/strong><\/p>\n

\u5f53ChatGPT\u63a8\u52a8AI\u884c\u4e1a\u8d70\u8fc7\u201ciPhone\u65f6\u523b\u201d\uff0c\u5927\u6a21\u578b\u7684\u901a\u7528\u6027\u5df2\u7ecf\u5f97\u5230\u4e86\u6210\u529f\u9a8c\u8bc1\u3002<\/p>\n

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2021\u5e74\uff0c\u5546\u6c64\u63a8\u51faAI\u5927\u88c5\u7f6eSenseCore\uff0c\u5e76\u57282022\u5e74\u5b8c\u6210\u91cd\u8981\u6269\u5efa\u3002AI\u5927\u88c5\u7f6e\u53ef\u4ee5\u7406\u89e3\u4e3a\u5927\u7b97\u529b\u57fa\u7840\u8bbe\u65bd+\u5927\u6a21\u578b\u5373\u670d\u52a1\uff08Model as a Service\uff09\u3002<\/p>\n

\u76ee\u524dAI\u5927\u88c5\u7f6e\u6784\u5efa\u4e8627000\u5757GPU\u6784\u6210\u7684\u5e76\u884c\u8ba1\u7b97\u7cfb\u7edf\uff0c\u5b9e\u73b0\u4e865.0exaFLOPS\u7684\u7b97\u529b\u8f93\u51fa\uff0c\u662f\u4e9a\u6d32\u76ee\u524d\u6700\u5927\u7684\u667a\u80fd\u8ba1\u7b97\u5e73\u53f0\u4e4b\u4e00\u3002\u5546\u6c64AI\u5927\u88c5\u7f6e\u4e0a\u7684\u7b97\u529b\u53ef\u4ee5\u540c\u6b65\u652f\u630120\u4e2a\u5343\u4ebf\u89c4\u6a21\u53c2\u6570\u91cf\u7684\u8d85\u5927\u6a21\u578b\uff0c\u5e76\u4e14\u4ee5\u5343\u5361\u89c4\u6a21\u6765\u540c\u65f6\u8bad\u7ec3\u3002<\/p>\n

\u540c\u65f6\uff0cAI\u5927\u88c5\u7f6e\u8fd8\u5bf9\u5916\u63d0\u4f9b\u5927\u6a21\u578b\u5373\u670d\u52a1\uff0c\u5305\u62ec\u81ea\u52a8\u5316\u6570\u636e\u6807\u6ce8\u3001\u5927\u6a21\u578b\u5e76\u884c\u8bad\u7ec3\u3001\u63a8\u7406\u90e8\u7f72\u7b49\u7b49\u3002\u76ee\u524dAI\u5927\u88c5\u7f6e\u6700\u5927\u7684\u96c6\u7fa4\u75314000\u5757\u82af\u7247\u5e76\u8054\u7ec4\u6210\uff0c\u53ef\u4ee5\u8bad\u7ec3\u53c2\u6570\u91cf\u8d855000\u4ebf\u7684\u7a20\u5bc6\u6a21\u578b\uff0c\u4eca\u5e74\u7684\u76ee\u6807\u662f\u80fd\u591f\u8bad\u7ec3\u8d85\u8fc7\u4e07\u4ebf\u53c2\u6570\u7684\u5927\u6a21\u578b\u3002<\/p>\n

<\/p>\n

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2022\u5e74\uff0c\u5546\u6c64\u5c06AI\u5927\u88c5\u7f6e\u7684\u80fd\u529b\u5411\u884c\u4e1a\u5ba2\u6237\u5f00\u653e\uff0c\u901a\u8fc7\u63d0\u4f9b\u9ad8\u6027\u80fd\u8ba1\u7b97\u8d44\u6e90\u3001\u4e30\u5bcc\u7684\u9884\u8bad\u7ec3\u6a21\u578b\u5e93\u3001\u6613\u7528\u7684\u5f00\u53d1\u5de5\u5177\u548c\u4e13\u4e1a\u6280\u672f\u652f\u6301\uff0c\u5e2e\u52a9\u5ba2\u6237\u9ad8\u6548\u8bad\u7ec3\u5927\u6a21\u578b\u3002\u76ee\u524d\u5df2\u7ecf\u6709\u8d85\u8fc710\u4e2a\u5927\u6a21\u578b\u7814\u53d1\u4efb\u52a1\u5f97\u4ee5\u5b9e\u73b0\uff0c\u6db5\u76d6\u4e86\u89c6\u89c9\u3001\u8bed\u8a00\u3001\u591a\u6a21\u6001\u7b49\u9886\u57df\u7684\u7528\u6237\u81ea\u5b9a\u4e49\u5927\u6a21\u578b\u5f00\u53d1\u3002<\/p>\n

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<\/p>\n

\u5728\u6700\u64c5\u957f\u7684CV\u9886\u57df\uff0c2019\u5e74\u5546\u6c64\u5c31\u53d1\u5e03\u4e8610\u4ebf\u53c2\u6570\u7684\u89c6\u89c9\u5927\u6a21\u578b\u30022022\u5e74\uff0c\u5546\u6c64\u7684\u89c6\u89c9\u5927\u6a21\u578b\u5df2\u7ecf\u8fdb\u5316\u5230\u4e86320\u4ebf\u53c2\u6570\uff0c\u4e5f\u662f\u4e16\u754c\u4e0a\u8fc4\u4eca\u4e3a\u6b62\u6700\u5927\u7684\u89c6\u89c9\u6a21\u578b\u3002<\/p>\n

\u81ea2021\u5e74\u8d77\uff0c\u5546\u6c64\u79d1\u6280\u5f00\u59cb\u81ea\u7814NLP\u5927\u6a21\u578b\u548c\u591a\u6a21\u6001\u6a21\u578b\u3002\u5728NLP\u9886\u57df\uff0c\u5546\u6c64\u7684\u5927\u8bed\u8a00\u6a21\u578b\u8fbe\u5230\u4e86\u5343\u4ebf\u53c2\u6570\u7ea7\u522b\u3002<\/p>\n

\u5728\u591a\u6a21\u6001\u9886\u57df\uff0c 2022\u5e743\u6708\uff0c\u5546\u6c64\u79d1\u6280\u8054\u5408\u4e0a\u6d77\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba4\u3001\u6e05\u534e\u5927\u5b66\u3001\u9999\u6e2f\u4e2d\u6587\u5927\u5b66\u3001\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66\u53d1\u5e03\u4e86\u591a\u6a21\u6001\u591a\u4efb\u52a1\u901a\u7528\u5927\u6a21\u578b\u201c\u4e66\u751f\uff08INTERN\uff09\u201d\uff0c\u62e5\u670930\u4ebf\u53c2\u6570\u3002\u4e66\u751f\u5927\u6a21\u578b\u5df2\u7ecf\u5728\u901a\u7528\u89c6\u89c9\u5f00\u6e90\u5e73\u53f0OpenGVLab\u5f00\u6e90\uff0c\u662f\u76ee\u524d\u5f00\u6e90\u6a21\u578b\u793e\u533a\u6027\u80fd\u6700\u5f3a\u7684\u591a\u6a21\u6001\u5927\u6a21\u578b\u3002<\/p>\n

\u5728AIGC\u9886\u57df\uff0c\u5546\u6c64\u63a8\u51fa10\u4ebf\u53c2\u6570\u7684AIGC\u6a21\u578b\uff0c\u80fd\u591f\u652f\u6301\u6587\u751f\u56fe\u548c\u56fe\u751f\u56fe\u7684\u5404\u79cd\u529f\u80fd\u3002\u66fe\u5728\u661f\u9645\u4e89\u9738\u7684\u6bd4\u8d5b\u4e2d\u8d85\u8d8aDeepMind\u7684AlphaStar\u7684\u5546\u6c64\u51b3\u7b56\u667a\u80fd\u6a21\u578b\uff0c\u672a\u6765\u4e5f\u5c06\u878d\u5165\u5230\u591a\u6a21\u6001\u5927\u6a21\u578b\u4e2d\u3002<\/p>\n

\u201c\u672a\u6765\u5546\u6c64\u7684\u901a\u7528\u4eba\u5de5\u667a\u80fd\u5927\u6a21\u578b\u4f53\u7cfb\u4f1a\u8986\u76d6\u89c6\u89c9\u611f\u77e5\u3001\u8bed\u8a00\u7406\u89e3\u3001\u5185\u5bb9\u751f\u6210\u548c\u63a8\u7406\u51b3\u7b56\u56db\u5927\u65b9\u9762\u3002\u201d\u5546\u6c64\u79d1\u6280\u8054\u5408\u521b\u59cb\u4eba\u3001\u9996\u5e2d\u79d1\u5b66\u5bb6\u738b\u6653\u521a\u8868\u793a\u3002<\/p>\n

\u76ee\u524d\uff0c\u5546\u6c64\u7684\u5927\u6a21\u578b\u5df2\u5728\u5728\u667a\u6167\u57ce\u5e02\u3001\u667a\u6167\u5546\u4e1a\u3001\u667a\u80fd\u6c7d\u8f66\u548c\u667a\u6167\u751f\u6d3b\u56db\u5927\u677f\u575720\u591a\u4e2a\u573a\u666f\u5b9e\u73b0\u4e86\u843d\u5730\u4ea4\u4ed8\u3002\u6bd4\u5982\uff0c\u5728\u81ea\u52a8\u9a7e\u9a76\u9886\u57df\uff0c\u5546\u6c64\u5728\u89c6\u89c9\u5927\u6a21\u578b\u9886\u57df\u7814\u53d1\u7684BEVFormer++\u611f\u77e5\u7b97\u6cd5\u4ee5\u7edd\u5bf9\u4f18\u52bf\u8d62\u5f97\u4e862022\u5e74Waymo\u6311\u6218\u8d5b\u4e3b\u8d5b\u9053\u51a0\u519b\u3002<\/p>\n

\u7efc\u4e0a\uff0c\u5546\u6c64\u505a\u5927\u6a21\u578b\u7684\u76ee\u6807\u4e0d\u662f\u53bb\u62a2\u593a\u9762\u5411\u4e2a\u4eba\u7528\u6237\u7684\u201c\u4e2d\u56fd\u7248ChatGPT\u201d\u7684\u5671\u5934\uff0c\u800c\u662f\u7528\u201c\u5927\u88c5\u7f6e+\u5927\u6a21\u578b\u201d\u52a0\u901fAI\u5546\u4e1a\u5316\u843d\u5730\u3002<\/p>\n

2\u00a0\u201c\u65e5\u65e5\u65b0\u201d\u7684\u53cc\u91cd\u9a71\u52a8\u529b<\/strong><\/p>\n

\u201cAGI\u50ac\u751f\u4e86\u65b0\u7684\u7814\u7a76\u8303\u5f0f\uff0c\u5373\u57fa\u4e8e\u4e00\u4e2a\u5f3a\u5927\u7684\u591a\u6a21\u6001\u57fa\u6a21\u578b\uff0c\u901a\u8fc7\u5f3a\u5316\u5b66\u4e60\u548c\u4eba\u7c7b\u53cd\u9988\u4e0d\u65ad\u89e3\u9501\u57fa\u6a21\u578b\u65b0\u7684\u80fd\u529b\uff0c\u4ece\u800c\u66f4\u9ad8\u6548\u5730\u89e3\u51b3\u6d77\u91cf\u7684\u5f00\u653e\u5f0f\u4efb\u52a1\u3002AGI\u5c06\u5b9e\u73b0\u4ece\u2018\u6570\u636e\u98de\u8f6e\u2019\u5230\u2018\u667a\u6167\u98de\u8f6e\u2019\u7684\u6f14\u8fdb\uff0c\u6700\u7ec8\u8fc8\u5411\u4eba\u673a\u5171\u667a\u3002\u201d\u5546\u6c64\u79d1\u6280\u8054\u5408\u521b\u59cb\u4eba\u3001\u9996\u5e2d\u79d1\u5b66\u5bb6\u738b\u6653\u521a\u8868\u793a\u3002<\/p>\n

\u5177\u4f53\u5230\u5546\u6c64\u201c\u65e5\u65e5\u65b0\u201d\u5927\u6a21\u578b\uff0c\u300c\u667a\u80fd\u8fdb\u5316\u8bba\u300d\u8ba4\u4e3a\uff0c\u5176\u5bf9\u4e8e\u5546\u6c64\u800c\u8a00\u81f3\u5c11\u6709\u4e24\u5927\u65b9\u9762\u7684\u9a71\u52a8\u529b\uff1a<\/p>\n

\u7b2c\u4e00\u91cd\u9a71\u52a8\uff0c\u901a\u8fc7\u4e30\u5bcc\u7684AIGC\u5927\u6a21\u578b\u5411\u5916\u8d4b\u80fd\uff0c\u5305\u62ec\u901a\u8fc7\u5f00\u653eAPI\u7684\u5f62\u5f0f\uff0c\u964d\u4f4e\u5404\u884c\u5404\u4e1a\u5e94\u7528\u5927\u6a21\u578b\u7684\u95e8\u69db\uff1b<\/p>\n

\u76ee\u524d\u5546\u6c64\u201c\u65e5\u65e5\u65b0\u201d\u7cfb\u5217\u5927\u6a21\u578b\u4ec5\u9762\u5411\u4f01\u4e1a\u7528\u6237\u5f00\u653e\u8bd5\u7528\u3002\u4e0d\u8fc7\uff0c\u4ece\u53d1\u5e03\u4f1a\u5b9e\u65f6\u6f14\u793a\u6765\u770b\uff0c\u201c\u65e5\u65e5\u65b0\u201d\u5927\u6a21\u578b\u7ed9\u4eba\u7684\u521d\u6b65\u5370\u8c61\u662f\uff1a\u6574\u4f53\u80fd\u529b\u5168\u9762\uff0c\u76f8\u5f53\u4e8e\u6ca1\u6709\u201c\u6302\u79d1\u201d\uff0c\u800c\u4e14\u5728\u6570\u5b57\u4eba\u89c6\u9891\u751f\u6210\u30013D\u5185\u5bb9\u751f\u6210\u7b49\u65b9\u9762\u4ee4\u4eba\u60ca\u8273\uff0c\u8d85\u51fa\u9884\u671f\u3002<\/p>\n

<\/p>\n

\u5546\u6c64\u7248ChatGPT\u5927\u8bed\u8a00\u6a21\u578b\u201c\u5546\u91cf\u201d\uff0c\u5176\u591a\u8f6e\u5bf9\u8bdd\u8868\u73b0\u6d41\u7545\uff0c\u5e76\u6709\u4e24\u4e2a\u7ec6\u5206\u9886\u57df\u7684\u4f18\u52bf\uff1a\u95ee\u8bca\u4e0e\u7f16\u7a0b\u3002\u7f16\u7a0b\u52a9\u624b\u53ef\u5e2e\u52a9\u5f00\u53d1\u8005\u66f4\u9ad8\u6548\u5730\u7f16\u5199\u548c\u8c03\u8bd5\u4ee3\u7801\uff1b\u5728\u5065\u5eb7\u54a8\u8be2\u65b9\u9762\uff0c\u201c\u5546\u91cf\u201d\u76f8\u5f53\u4e8e\u4e00\u4e2aAI\u7248\u7684\u5168\u79d1\u533b\u9662\u5206\u8bca\u53f0\uff0c\u7c7b\u4f3c\u4ec0\u4e48\u75c7\u72b6\u5e94\u8be5\u770b\u4ec0\u4e48\u79d1\u5ba4\uff0c\u53ef\u4ee5\u4e3a\u7528\u6237\u63d0\u4f9b\u4e2a\u6027\u5316\u7684\u533b\u7597\u5efa\u8bae\u3002\u6b64\u5916\uff0c\u201c\u5546\u91cf\u201d\u53ef\u4ee5\u76f4\u63a5\u8bfb\u53d6PDF\u6587\u4ef6\u63d0\u53d6\u5173\u952e\u4fe1\u606f\u7684\u529f\u80fd\u4e5f\u975e\u5e38\u5b9e\u7528\u3002<\/p>\n

\u201c\u79d2\u753bSenseMirage\u201d\u6587\u751f\u56fe\u521b\u4f5c\u5e73\u53f0\uff0c\u53ef\u652f\u63016K\u9ad8\u6e05\u56fe\u7684\u751f\u6210\uff0c\u8fd8\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u8bad\u7ec3\u751f\u6210\u6a21\u578b\u3002<\/p>\n

\u201c\u5982\u5f71SenseAvatar\u201dAI\u6570\u5b57\u4eba\u89c6\u9891\u751f\u6210\u5e73\u53f0\uff0c\u4ec5\u9700\u4e00\u6bb55\u5206\u949f\u7684\u771f\u4eba\u89c6\u9891\u7d20\u6750\uff0c\u5c31\u53ef\u4ee5\u751f\u6210\u51fa\u6765\u58f0\u97f3\u53ca\u52a8\u4f5c\u81ea\u7136\u3001\u53e3\u578b\u51c6\u786e\u3001\u591a\u8bed\u79cd\u7cbe\u901a\u7684\u6570\u5b57\u4eba\u5206\u8eab\uff0c\u8fd9\u5c06\u6781\u5927\u964d\u4f4e\u7535\u5546\u76f4\u64ad\u3001\u5728\u7ebf\u6559\u80b2\u7b49\u9ad8\u9891\u5e94\u7528\u573a\u666f\u7684\u4eba\u529b\u6210\u672c\u3002<\/p>\n

<\/p>\n

\u201c\u743c\u5b87SenseSpace\u201d\u548c\u201c\u683c\u7269SenseThings\u201d3D\u5185\u5bb9\u751f\u6210\u5e73\u53f0\uff0c\u53ef\u4ee5\u9ad8\u6548\u4f4e\u6210\u672c\u751f\u6210\u5927\u89c4\u6a21\u4e09\u7ef4\u573a\u666f\u548c\u7cbe\u7ec6\u5316\u7684\u7269\u4ef6\uff0c\u80fd\u591f\u4e3a\u5143\u5b87\u5b99\u7b49\u865a\u5b9e\u7ed3\u5408\u573a\u666f\u63d0\u4f9b\u9ad8\u54c1\u8d28\u4f4e\u6210\u672c\u7684\u6784\u5efa\u6280\u672f\u3002<\/p>\n

<\/p>\n

\u7b2c\u4e8c\u91cd\u9a71\u52a8\uff0c\u5f3a\u5316\u5546\u6c64\u5df2\u6709\u7684\u5728CV\u3001\u89c6\u89c9\u611f\u77e5\u9886\u57df\u7684\u4f18\u52bf\uff0c\u52a0\u901fAI\u6280\u672f\u843d\u5730\u3002<\/p>\n

\u5728\u667a\u80fd\u9a7e\u9a76\u9886\u57df\uff0c\u57fa\u4e8e\u89c6\u89c9\u5927\u6a21\u578b\uff0c\u5546\u6c64\u5f00\u53d1\u4e86\u7528\u4e8e\u81ea\u52a8\u9a7e\u9a76\u7684BEV\uff08Bird Eye View\uff09\u611f\u77e5\u7b97\u6cd5\uff0c\u5728Waymo\u6311\u6218\u8d5b\u4e0a\u4ee5\u7edd\u5bf9\u4f18\u52bf\u53d6\u5f97\u4e86\u51a0\u519b\u3002\u57fa\u4e8e\u6b64\u7b97\u6cd5\uff0c\u5546\u6c64\u5f00\u53d1\u4e86\u4e1a\u754c\u9996\u4e2a\u611f\u77e5\u51b3\u7b56\u4e00\u4f53\u5316\u7684\u7aef\u5230\u7aef\u81ea\u52a8\u9a7e\u9a76\u89e3\u51b3\u65b9\u6848UniAD\uff0c\u53ef\u4ee5\u4e3a\u81ea\u52a8\u9a7e\u9a76\u591a\u6a21\u6001\u6a21\u578b\u5e26\u6765\u66f4\u5f3a\u7684\u73af\u5883\u3001\u884c\u4e3a\u3001\u52a8\u673a\u89e3\u7801\u80fd\u529b\u3002<\/p>\n

\u636e\u6089\uff0c\u201c\u65e5\u65e5\u65b0SenseNova\u201d\u4e3a\u653f\u4f01\u5ba2\u6237\u63d0\u4f9b\u4e86\u591a\u79cd\u7075\u6d3b\u7684API\u63a5\u53e3\u548c\u670d\u52a1\uff0c\u5305\u62ec\u56fe\u7247\u751f\u6210\uff0c\u81ea\u7136\u8bed\u8a00\u751f\u6210\uff0c\u89c6\u89c9\u611f\u77e5\u901a\u7528\u4efb\u52a1\u4e0e\u6807\u6ce8\u670d\u52a1\u3002\u901a\u8fc7\u8c03\u7528API\u63a5\u53e3\uff0c\u4f01\u4e1a\u7528\u6237\u53ef\u4ee5\u6839\u636e\u57fa\u6a21\u578b\u8fdb\u884c\u5fae\u8c03\uff0c\u4f4e\u95e8\u69db\u3001\u4f4e\u6210\u672c\u3001\u9ad8\u6548\u7387\u5730\u5b9e\u73b0\u5404\u7c7bAI\u5e94\u7528\u3002<\/p>\n

<\/p>\n

 <\/p>\n

3\u00a0\u4ece\u5355\u70b9\u5230\u5e73\u53f0\uff0c\u8f6c\u578b\u52a0\u901f\u65f6<\/strong><\/p>\n

\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u5728\u575a\u5b9a\u6295\u8eab\u201c\u5927\u88c5\u7f6e+\u5927\u6a21\u578b\u201d\u8def\u7ebf\u4e4b\u65f6\uff0c\u5546\u6c64\u81ea\u8eab\u4e5f\u5904\u5728\u4e1a\u52a1\u7ed3\u6784\u8f6c\u578b\u7684\u5173\u952e\u65f6\u671f\u3002<\/p>\n

\u76ee\u524d\uff0c\u5546\u6c64\u7684\u4e1a\u52a1\u8fb9\u754c\u65e9\u5df2\u4e0d\u5c40\u9650\u4e8eCV\u9886\u57df\uff0c\u800c\u662f\u6b63\u5728\u6210\u4e3a\u4e00\u5bb6\u901a\u7528AI\u57fa\u7840\u5e73\u53f0\u516c\u53f8\u3002\u800c\u4e14\u5728\u6b64\u8fc7\u7a0b\u4e2d\uff0c\u201c\u5927\u88c5\u7f6e+\u5927\u6a21\u578b\u201d\u6ca1\u6709\u524a\u5f31CV\u9886\u57df\u539f\u672c\u7684\u4f18\u52bf\uff0c\u53cd\u800c\u662f\u589e\u5f3a\u4e86\u3002<\/p>\n

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