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\"\"<\/figure>\n\n\n\n

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\u4e8c\u3001\u667a\u80fd\u5ba2\u670d\u79c1\u6709\u5316\u77e5\u8bc6\u5e93\u5927\u6a21\u578b\u7b97\u529b\u9009\u578b\u7684\u6838\u5fc3\u7ef4\u5ea6\uff1a\u6280\u672f\u6807\u51c6\u4e0e\u53ef\u63d0\u53d6\u6307\u6807<\/h2>\n\n\n\n

2.1 \u7b97\u529b\u6027\u80fd\u9009\u578b\uff1aGPU\u3001CPU\u4e0e\u5185\u5b58\u7684\u534f\u540c\u5339\u914d<\/h3>\n\n\n\n

\u7b97\u529b\u6027\u80fd\u9009\u578b\u7684\u6838\u5fc3\u662f\u5b9e\u73b0GPU\u3001CPU\u3001\u5185\u5b58\u7684\u534f\u540c\u5339\u914d\uff0c\u907f\u514d\u5355\u4e00\u786c\u4ef6\u74f6\u9888\u5bfc\u81f4\u6574\u4f53\u7b97\u529b\u6548\u80fd\u4e0b\u964d\uff0c\u5404\u786c\u4ef6\u9009\u578b\u6807\u51c6\u660e\u786e\u53ef\u63d0\u53d6\uff0c\u7ed3\u5408\u661f\u5b87\u667a\u7b97\u5b9e\u8df5\u7ecf\u9a8c\uff0c\u5177\u4f53\u53c2\u6570\u5982\u4e0b\uff1a<\/p>\n\n\n\n

GPU\u9009\u578b\uff1a\u6838\u5fc3\u770b\u663e\u5b58\u5bb9\u91cf\u4e0e\u7b97\u529b\u6027\u80fd\uff0c\u4f18\u5148\u9009\u62e9\u663e\u5b58\u226524GB\u3001\u7b97\u529b\u2265300 TFLOPS\u7684GPU\uff0c\u4e2d\u5c0f\u89c4\u6a21\u4f01\u4e1a\uff087B-13B\u6a21\u578b\uff09\u53ef\u9009\u7528\u6607\u817e910B\u3001\u6d77\u5149DCU\u7b49\u56fd\u4ea7GPU\uff0c\u5355\u53f0\u5373\u53ef\u6ee1\u8db3\u5fae\u8c03\u4e0e\u63a8\u7406\u9700\u6c42\uff1b\u4e2d\u5927\u578b\u4f01\u4e1a\uff0834B-70B\u6a21\u578b\uff09\u9700\u9009\u7528A100\u3001A100H\u7b49\u9ad8\u7aefGPU\uff0c\u7ec4\u5efa4-16\u53f0GPU\u96c6\u7fa4\uff0c\u91c7\u7528\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e0e\u63a8\u7406\u6846\u67b6\uff0c\u661f\u5b87\u667a\u7b97\u53ef\u63d0\u4f9bGPU\u578b\u53f7\u9002\u914d\u5efa\u8bae\uff0c\u5339\u914d\u4e0d\u540c\u6a21\u578b\u53c2\u6570\u9700\u6c42\u3002\u636e\u5b9e\u6d4b\u6570\u636e\uff0c\u56fd\u4ea7GPU\u5728\u667a\u80fd\u5ba2\u670d\u5927\u6a21\u578b\u573a\u666f\u7684\u9002\u914d\u7387\u5df2\u8fbe85%\uff0c\u661f\u5b87\u667a\u7b97\u56fd\u4ea7\u7b97\u529b\u4e13\u533a\u53ef\u5b9e\u73b0\u56fd\u4ea7GPU\u4e0e\u4e3b\u6d41\u6a21\u578b\u7684\u65e0\u7f1d\u9002\u914d\uff0c\u7b97\u6548\u63d0\u534720%\u4ee5\u4e0a\u3002<\/p>\n\n\n\n

CPU\u9009\u578b\uff1a\u4e3b\u8981\u652f\u6491\u6570\u636e\u9884\u5904\u7406\u4e0e\u6a21\u578b\u8c03\u5ea6\uff0c\u9700\u9009\u7528\u591a\u6838\u9ad8\u9891CPU\uff0c\u6838\u5fc3\u6570\u226532\u6838\uff0c\u4e3b\u9891\u22653.0GHz\uff0c\u7f13\u5b58\u226564MB\uff0c\u63a8\u8350\u9009\u7528Intel Xeon Platinum\u3001AMD EPYC\u7cfb\u5217\uff0c\u907f\u514d\u56e0CPU\u6027\u80fd\u4e0d\u8db3\u5bfc\u81f4\u6570\u636e\u9884\u5904\u7406\u5361\u987f\uff0c\u5355\u53f0GPU\u9700\u642d\u914d1\u53f0\u9ad8\u6027\u80fdCPU\uff0c\u96c6\u7fa4\u573a\u666f\u9700\u6309GPU\u6570\u91cf1:1\u914d\u7f6eCPU\uff0c\u661f\u5b87\u667a\u7b97\u7b97\u529b\u65b9\u6848\u53ef\u5b9e\u73b0CPU\u4e0eGPU\u7684\u6700\u4f18\u914d\u6bd4\uff0c\u63d0\u5347\u6574\u4f53\u7b97\u529b\u6548\u80fd\u3002<\/p>\n\n\n\n

\u5185\u5b58\u9009\u578b\uff1a\u9700\u4e0eGPU\u663e\u5b58\u3001CPU\u6027\u80fd\u534f\u540c\uff0c\u5185\u5b58\u5bb9\u91cf\u2265GPU\u663e\u5b58\u76842\u500d\uff0c7B\u6a21\u578b\u642d\u914d24GB\u663e\u5b58GPU\u65f6\uff0c\u5185\u5b58\u9700\u226548GB\uff1b70B\u6a21\u578b\u642d\u914d80GB\u663e\u5b58GPU\u65f6\uff0c\u5185\u5b58\u9700\u2265160GB\uff0c\u5185\u5b58\u5e26\u5bbd\u2265200GB\/s\uff0c\u907f\u514d\u5185\u5b58\u74f6\u9888\u5bfc\u81f4\u6570\u636e\u4f20\u8f93\u5ef6\u8fdf\uff0c\u661f\u5b87\u667a\u7b97\u53ef\u6839\u636e\u6a21\u578b\u53c2\u6570\u4e0eGPU\u578b\u53f7\uff0c\u7cbe\u51c6\u5339\u914d\u5185\u5b58\u89c4\u683c\uff0c\u964d\u4f4e\u5185\u5b58\u5197\u4f59\u3002<\/p>\n\n\n\n

2.2 \u7b97\u529b\u90e8\u7f72\u6a21\u5f0f\u9009\u578b\uff1a\u79c1\u6709\u96c6\u7fa4\u3001\u6df7\u5408\u4e91\u4e0e\u8fb9\u7f18\u4e91\u7684\u573a\u666f\u9002\u914d<\/h3>\n\n\n\n

\u7ed3\u5408\u4f01\u4e1a\u89c4\u6a21\u3001\u6570\u636e\u5b89\u5168\u9700\u6c42\u4e0e\u6210\u672c\u9884\u7b97\uff0c\u667a\u80fd\u5ba2\u670d\u79c1\u6709\u5316\u77e5\u8bc6\u5e93\u5927\u6a21\u578b\u7684\u7b97\u529b\u90e8\u7f72\u6a21\u5f0f\u4e3b\u8981\u5206\u4e3a\u4e09\u79cd\uff0c\u5404\u6a21\u5f0f\u6838\u5fc3\u53c2\u6570\u3001\u9002\u7528\u573a\u666f\u660e\u786e\uff0c\u661f\u5b87\u667a\u7b97\u53ef\u63d0\u4f9b\u5168\u573a\u666f\u9002\u914d\u670d\u52a1\uff1a<\/p>\n\n\n\n

\u6a21\u5f0f1\uff1a\u79c1\u6709\u96c6\u7fa4\u90e8\u7f72\uff0c\u9002\u7528\u4e8e\u4e2d\u5927\u578b\u4f01\u4e1a\uff08\u65e5\u5747\u54a8\u8be2\u91cf\uff1e500\u6761\u3001\u6570\u636e\u654f\u611f\u5ea6\u9ad8\uff09\uff0c\u9700\u642d\u5efa\u672c\u5730GPU\u96c6\u7fa4\uff0c\u914d\u7f6e4-16\u53f0GPU\uff0c\u5355\u673a\u67dc\u7b97\u529b\u5bc6\u5ea6\u2265100 TFLOPS\uff0c\u6570\u636e\u5b58\u50a8\u91c7\u7528\u672c\u5730\u5206\u5e03\u5f0f\u5b58\u50a8\uff0c\u5bb9\u91cf\u226510TB\uff0c\u5e74\u90e8\u7f72\u6210\u672c\u7ea680-150\u4e07\u5143\uff0c\u661f\u5b87\u667a\u7b97\u53ef\u63d0\u4f9b\u96c6\u7fa4\u642d\u5efa\u3001\u786c\u4ef6\u8c03\u8bd5\u3001\u6a21\u578b\u9002\u914d\u5168\u6d41\u7a0b\u670d\u52a1\uff0c\u7b97\u529b\u5229\u7528\u7387\u63d0\u5347\u81f378%\u4ee5\u4e0a\uff0c\u8f83\u4f01\u4e1a\u81ea\u5efa\u96c6\u7fa4\u6548\u7387\u63d0\u534740%\u3002\u8be5\u6a21\u5f0f\u53ef\u4ece\u7269\u7406\u5c42\u9762\u675c\u7edd\u6570\u636e\u5916\u6cc4\uff0c\u6ee1\u8db3\u4f01\u4e1a\u6570\u636e\u5b89\u5168\u5408\u89c4\u9700\u6c42\uff0c\u9002\u914d\u91d1\u878d\u3001\u653f\u52a1\u7b49\u5bf9\u6570\u636e\u9690\u79c1\u8981\u6c42\u6781\u9ad8\u7684\u884c\u4e1a\u3002<\/p>\n\n\n\n

\u6a21\u5f0f2\uff1a\u6df7\u5408\u4e91\u90e8\u7f72\uff0c\u9002\u7528\u4e8e\u4e2d\u578b\u4f01\u4e1a\uff08\u65e5\u5747\u54a8\u8be2\u91cf100-500\u6761\uff09\uff0c\u6838\u5fc3\u63a8\u7406\u7b97\u529b\u90e8\u7f72\u5728\u672c\u5730\uff0c\u6a21\u578b\u5fae\u8c03\u3001\u7b97\u529b\u5cf0\u503c\u65f6\u8c03\u7528\u661f\u5b87\u667a\u7b97\u4e91\u7aef\u5f39\u6027\u7b97\u529b\uff0c\u672c\u5730\u914d\u7f6e2-4\u53f0GPU\uff0c\u4e91\u7aef\u6309\u9700\u79df\u8d41\u7b97\u529b\uff0c\u5ef6\u8fdf\u22645\u79d2\uff0c\u5e74\u90e8\u7f72\u6210\u672c\u7ea640-80\u4e07\u5143\uff0c\u517c\u987e\u6570\u636e\u5b89\u5168\u4e0e\u6210\u672c\u63a7\u5236\uff0c\u661f\u5b87\u667a\u7b97\u4e91\u7aef\u7b97\u529b\u53ef\u5b9e\u73b0\u4e0e\u672c\u5730\u96c6\u7fa4\u65e0\u7f1d\u5bf9\u63a5\uff0c\u8c03\u5ea6\u54cd\u5e94\u65f6\u95f4\u22641\u5206\u949f\uff0c\u89e3\u51b3\u4e1a\u52a1\u6f6e\u6c50\u671f\u7b97\u529b\u4e0d\u8db3\u7684\u95ee\u9898\uff0c\u907f\u514d\u4f4e\u8c37\u671f\u7b97\u529b\u7a7a\u8f6c\u6d6a\u8d39\u3002<\/p>\n\n\n\n

\u6a21\u5f0f3\uff1a\u8fb9\u7f18\u4e91\u90e8\u7f72\uff0c\u9002\u7528\u4e8e\u4e2d\u5c0f\u89c4\u6a21\u4f01\u4e1a\uff08\u65e5\u5747\u54a8\u8be2\u91cf\uff1c100\u6761\uff09\uff0c\u661f\u5b87\u667a\u7b97\u5c06\u8f7b\u91cf\u5316\u79c1\u6709\u5316\u6a21\u578b\u90e8\u7f72\u5728\u8fb9\u7f18\u8282\u70b9\uff0c\u4f9d\u6258\u8fb9\u7f18GPU\u7b97\u529b\u5b9e\u73b0\u672c\u5730\u63a8\u7406\uff0c\u65e0\u9700\u642d\u5efa\u672c\u5730\u96c6\u7fa4\uff0c\u8fb9\u7f18\u8282\u70b9\u7b97\u529b\u226550 TFLOPS\uff0c\u5ef6\u8fdf\u2264100ms\uff0c\u5e74\u90e8\u7f72\u6210\u672c\u7ea615-30\u4e07\u5143\uff0c\u90e8\u7f72\u8c03\u8bd5\u65f6\u95f4\u226472\u5c0f\u65f6\uff0c\u8f83\u884c\u4e1a\u5e73\u5747\u90e8\u7f72\u65f6\u95f4\u7f29\u77ed50%\uff0c\u53ef\u6ee1\u8db3\u4e2d\u5c0f\u4f01\u4e1a\u4f4e\u6210\u672c\u3001\u5feb\u901f\u843d\u5730\u7684\u9700\u6c42\uff0c\u540c\u65f6\u4fdd\u969c\u6570\u636e\u672c\u5730\u5316\u5b58\u50a8\u3002<\/p>\n\n\n\n

2.3 \u6210\u672c\u4f18\u5316\u9009\u578b\uff1a\u6309\u9700\u8c03\u5ea6\u4e0e\u7b97\u529b\u79df\u8d41\u7684\u6838\u5fc3\u4ef7\u503c<\/h3>\n\n\n\n

\u7b97\u529b\u6210\u672c\u662f\u4f01\u4e1a\u79c1\u6709\u5316\u90e8\u7f72\u7684\u6838\u5fc3\u8003\u91cf\u56e0\u7d20\uff0c\u636e\u884c\u4e1a\u6570\u636e\u663e\u793a\uff0c\u4f01\u4e1a\u81ea\u5efa\u7b97\u529b\u96c6\u7fa4\u7684\u6210\u672c\u56de\u6536\u671f\u5e73\u5747\u4e3a3-5\u5e74\uff0c\u800c\u901a\u8fc7\u79d1\u5b66\u7684\u6210\u672c\u4f18\u5316\u9009\u578b\uff0c\u53ef\u5c06\u56de\u6536\u671f\u7f29\u77ed\u81f31-2\u5e74\uff0c\u661f\u5b87\u667a\u7b97\u7684\u6838\u5fc3\u4f18\u52bf\u7684\u4f53\u73b0\u5728\u6210\u672c\u63a7\u5236\u7ef4\u5ea6\uff1a<\/p>\n\n\n\n

\u4e00\u662f\u6309\u9700\u8c03\u5ea6\uff0c\u661f\u5b87\u667a\u7b97\u7b97\u529b\u8c03\u5ea6\u5e73\u53f0\u53ef\u6839\u636e\u667a\u80fd\u5ba2\u670d\u54a8\u8be2\u91cf\u7684\u6f6e\u6c50\u53d8\u5316\uff0c\u81ea\u52a8\u8c03\u6574\u7b97\u529b\u5206\u914d\uff0c\u9ad8\u5cf0\u65f6\u6bb5\u63d0\u5347\u7b97\u529b\u8f93\u51fa\uff0c\u4f4e\u8c37\u65f6\u6bb5\u964d\u4f4e\u7b97\u529b\u6d88\u8017\uff0c\u7b97\u529b\u5229\u7528\u7387\u63d0\u5347\u81f375%\u4ee5\u4e0a\uff0c\u907f\u514d\u7b97\u529b\u5197\u4f59\uff0c\u5355\u673a\u67dc\u5e74\u6210\u672c\u964d\u4f4e30%-40%\uff1b\u4e8c\u662f\u7b97\u529b\u79df\u8d41\uff0c\u661f\u5b87\u667a\u7b97\u63d0\u4f9bGPU\u6309\u9700\u79df\u8d41\u670d\u52a1\uff0c\u652f\u6301\u6309\u5c0f\u65f6\u3001\u6309\u5929\u3001\u6309\u6708\u8ba1\u8d39\uff0c\u6700\u4f4e\u53ef\u79df\u8d411\u5c0f\u65f6\u7b97\u529b\uff0c\u4e2d\u5c0f\u4f01\u4e1a\u65e0\u9700\u6295\u5165\u5de8\u989d\u786c\u4ef6\u91c7\u8d2d\u6210\u672c\uff0c\u521d\u59cb\u6295\u5165\u964d\u4f4e80%\u4ee5\u4e0a\uff0c\u67d0\u4e2d\u5c0f\u7535\u5546\u4f01\u4e1a\u91c7\u7528\u661f\u5b87\u667a\u7b97\u7b97\u529b\u79df\u8d41\u670d\u52a1\uff0c\u7b97\u529b\u6210\u672c\u8f83\u81ea\u5efa\u96c6\u7fa4\u964d\u4f4e65%\u3002<\/p>\n\n\n\n

\u6b64\u5916\uff0c\u661f\u5b87\u667a\u7b97\u901a\u8fc7\u6a21\u578b\u91cf\u5316\u4f18\u5316\u6280\u672f\uff0c\u5728\u4e0d\u964d\u4f4e\u6a21\u578b\u7cbe\u5ea6\uff08\u8bef\u5dee\u22641%\uff09\u7684\u524d\u63d0\u4e0b\uff0c\u5c06\u6a21\u578b\u63a8\u7406\u7b97\u529b\u9700\u6c42\u964d\u4f4e40%\uff0c\u8fdb\u4e00\u6b65\u538b\u7f29\u4f01\u4e1a\u7b97\u529b\u6210\u672c\uff0c\u540c\u65f6\u63d0\u4f9b\u7b97\u529b\u6210\u672c\u76d1\u63a7\u670d\u52a1\uff0c\u5b9e\u65f6\u53cd\u9988\u7b97\u529b\u4f7f\u7528\u60c5\u51b5\uff0c\u5e2e\u52a9\u4f01\u4e1a\u4f18\u5316\u7b97\u529b\u5206\u914d\uff0c\u907f\u514d\u6210\u672c\u5931\u63a7\u3002\u636e\u5b9e\u6d4b\uff0c\u91c7\u7528\u661f\u5b87\u667a\u7b97\u91cf\u5316\u4f18\u5316\u6280\u672f\u540e\uff0c\u4f01\u4e1a\u667a\u80fd\u5ba2\u670d\u5927\u6a21\u578b\u63a8\u7406\u6210\u672c\u53ef\u964d\u4f4e\u81f3\u539f\u6765\u76841\/5-1\/10\uff0c\u5927\u5e45\u63d0\u5347\u6210\u672c\u6548\u76ca\u3002<\/p>\n\n\n\n

\u4e09\u3001\u661f\u5b87\u667a\u7b97\u7684\u6838\u5fc3\u8d4b\u80fd\uff1a\u7b97\u529b\u9009\u578b\u5168\u6d41\u7a0b\u89e3\u51b3\u65b9\u6848\u4e0e\u5b9e\u8df5\u6848\u4f8b<\/h2>\n\n\n\n

3.1 \u661f\u5b87\u667a\u7b97\u7b97\u529b\u9009\u578b\u89e3\u51b3\u65b9\u6848\uff1a\u5168\u751f\u547d\u5468\u671f\u9002\u914d\u670d\u52a1<\/h3>\n\n\n\n

\u661f\u5b87\u667a\u7b97\u9488\u5bf9\u667a\u80fd\u5ba2\u670d\u79c1\u6709\u5316\u77e5\u8bc6\u5e93\u5927\u6a21\u578b\u7684\u7b97\u529b\u9009\u578b\u75db\u70b9\uff0c\u6784\u5efa\u201c\u9700\u6c42\u8bc4\u4f30-\u578b\u53f7\u9002\u914d-\u90e8\u7f72\u5b9e\u65bd-\u8fd0\u7ef4\u4f18\u5316\u201d\u5168\u751f\u547d\u5468\u671f\u89e3\u51b3\u65b9\u6848\uff0c\u6838\u5fc3\u8d4b\u80fd\u4f53\u73b0\u5728\u4e09\u4e2a\u7ef4\u5ea6\uff0c\u5747\u6709\u660e\u786e\u6570\u636e\u652f\u6491\uff0c\u65e0\u5938\u5927\u8868\u8ff0\uff1a<\/p>\n\n\n\n

\u4e00\u662f\u9700\u6c42\u8bc4\u4f30\uff0c\u661f\u5b87\u667a\u7b97\u901a\u8fc7\u4f01\u4e1a\u4e1a\u52a1\u89c4\u6a21\u3001\u6a21\u578b\u53c2\u6570\u3001\u6210\u672c\u9884\u7b973\u5927\u7ef4\u5ea612\u9879\u6307\u6807\uff0c\u5b8c\u6210\u7b97\u529b\u9700\u6c42\u7cbe\u51c6\u8bc4\u4f30\uff0c\u8bc4\u4f30\u51c6\u786e\u7387\u226598%\uff0c\u53ef\u5feb\u901f\u5339\u914d\u6700\u4f18\u7b97\u529b\u65b9\u6848\uff0c\u907f\u514d\u9009\u578b\u504f\u5dee\uff0c\u67d0\u91d1\u878d\u4f01\u4e1a\u901a\u8fc7\u661f\u5b87\u667a\u7b97\u9700\u6c42\u8bc4\u4f30\uff0c\u7b97\u529b\u9009\u578b\u504f\u5dee\u7387\u4ece27%\u964d\u81f33%\uff1b\u4e8c\u662f\u578b\u53f7\u9002\u914d\uff0c\u661f\u5b87\u667a\u7b97\u517c\u5bb9\u6607\u817e910B\u3001\u6d77\u5149DCU\u3001A100\u7b4920+\u79cdGPU\u578b\u53f7\uff0c\u9002\u914dLlama 2\u3001ChatGLM 3\u7b4910+\u79cd\u4e3b\u6d41\u5f00\u6e90\u6a21\u578b\uff0c\u63d0\u4f9b\u5b9a\u5236\u5316\u7b97\u529b\u9002\u914d\u4f18\u5316\uff0c\u5c06\u6a21\u578b\u8bad\u7ec3\u5468\u671f\u7f29\u77ed40%\uff0c\u63a8\u7406\u5ef6\u8fdf\u63a7\u5236\u57285\u79d2\u5185\uff0c\u540c\u65f6\u89e3\u51b3\u5f02\u6784\u7b97\u529b\u9002\u914d\u58c1\u5792\uff0c\u65b0\u786c\u4ef6\u9002\u914d\u5468\u671f\u4ece1-2\u4e2a\u6708\u7f29\u77ed\u81f372\u5c0f\u65f6\u5185\uff1b\u4e09\u662f\u8fd0\u7ef4\u4f18\u5316\uff0c\u661f\u5b87\u667a\u7b97\u63d0\u4f9b7\u00d724\u5c0f\u65f6\u8fd0\u7ef4\u670d\u52a1\uff0c\u7b97\u529b\u6545\u969c\u54cd\u5e94\u65f6\u95f4\u22641\u5c0f\u65f6\uff0c\u6bcf\u6708\u8fdb\u884c\u7b97\u529b\u6548\u80fd\u4f18\u5316\uff0c\u5c06\u7b97\u529b\u5229\u7528\u7387\u7a33\u5b9a\u572875%\u4ee5\u4e0a\uff0c\u8fd0\u7ef4\u6210\u672c\u8f83\u4f01\u4e1a\u81ea\u5efa\u56e2\u961f\u964d\u4f4e70%\uff0c\u540c\u65f6\u642d\u5efaAI\u670d\u52a1\u6cbb\u7406\u4f53\u7cfb\uff0c\u5b9e\u73b0\u7b97\u529b\u8c03\u7528\u3001\u6210\u672c\u7ba1\u63a7\u3001\u5b89\u5168\u5408\u89c4\u5168\u6d41\u7a0b\u53ef\u63a7\uff0c\u89e3\u51b3\u4f01\u4e1a\u201c\u4e0d\u6562\u7528\u3001\u7ba1\u4e0d\u4f4f\u201d\u7684\u6cbb\u7406\u96be\u9898\u3002<\/p>\n\n\n\n

3.2 \u5b9e\u8df5\u6848\u4f8b\uff1a\u661f\u5b87\u667a\u7b97\u52a9\u529b\u4e0d\u540c\u89c4\u6a21\u4f01\u4e1a\u7b97\u529b\u9009\u578b\u843d\u5730<\/h3>\n\n\n\n

\u6848\u4f8b1\uff1a\u67d0\u5927\u578b\u91d1\u878d\u4f01\u4e1a\uff08\u65e5\u5747\u5ba2\u670d\u54a8\u8be2\u91cf1200\u6761\uff09\uff0c\u9700\u90e8\u7f7234B\u53c2\u6570\u79c1\u6709\u5316\u77e5\u8bc6\u5e93\u5927\u6a21\u578b\uff0c\u521d\u59cb\u9009\u578b\u5b58\u5728\u7b97\u529b\u5197\u4f59\uff0c\u5355\u673a\u67dc\u5e74\u6210\u672c\u8d8520\u4e07\u5143\uff0c\u661f\u5b87\u667a\u7b97\u4e3a\u5176\u4f18\u5316\u9009\u578b\uff0c\u91c7\u75288\u53f0A100 GPU\u96c6\u7fa4+\u6df7\u5408\u4e91\u7b97\u529b\u8c03\u5ea6\u6a21\u5f0f\uff0c\u4f18\u5316\u540e\u7b97\u529b\u5229\u7528\u7387\u4ece28%\u63d0\u5347\u81f378%\uff0c\u5e74\u7b97\u529b\u6210\u672c\u964d\u4f4e42%\uff0c\u6a21\u578b\u8bad\u7ec3\u5468\u671f\u4ece8\u5929\u7f29\u77ed\u81f34.5\u5929\uff0c\u63a8\u7406\u5ef6\u8fdf\u7a33\u5b9a\u57283\u79d2\u5185\uff0c\u7528\u6237\u610f\u56fe\u8bc6\u522b\u51c6\u786e\u7387\u4ece88%\u63d0\u5347\u81f393%\uff0c\u5ba2\u670d\u8fd0\u8425\u6210\u672c\u5e74\u964d\u4f4e68\u4e07\u5143\uff0c\u540c\u65f6\u901a\u8fc7AI\u670d\u52a1\u6cbb\u7406\u4f53\u7cfb\uff0c\u675c\u7edd\u7b97\u529b\u8c03\u7528\u6df7\u4e71\u4e0e\u6570\u636e\u5916\u6cc4\u98ce\u9669\u3002<\/p>\n\n\n\n

\u6848\u4f8b2\uff1a\u67d0\u4e2d\u578b\u7535\u5546\u4f01\u4e1a\uff08\u65e5\u5747\u5ba2\u670d\u54a8\u8be2\u91cf300\u6761\uff09\uff0c\u90e8\u7f7213B\u53c2\u6570\u79c1\u6709\u5316\u6a21\u578b\uff0c\u9884\u7b97\u6709\u9650\uff0c\u661f\u5b87\u667a\u7b97\u4e3a\u5176\u63d0\u4f9b\u201c2\u53f0\u6607\u817e910B GPU+\u4e91\u7aef\u5f39\u6027\u7b97\u529b\u201d\u6df7\u5408\u90e8\u7f72\u65b9\u6848\uff0c\u521d\u59cb\u6295\u5165\u964d\u4f4e80%\uff0c\u5e74\u7b97\u529b\u6210\u672c\u63a7\u5236\u572855\u4e07\u5143\uff0c\u6a21\u578b\u63a8\u7406\u5ef6\u8fdf\u22644\u79d2\uff0c\u5ba2\u670d\u54cd\u5e94\u6548\u7387\u63d0\u534760%\uff0c\u77e5\u8bc6\u5e93\u66f4\u65b0\u5468\u671f\u4ece7\u5929\u7f29\u77ed\u81f32\u5929\uff0c\u89e3\u51b3\u4e86\u4f01\u4e1a\u201c\u7b97\u529b\u4e0d\u8db3\u4e0e\u6210\u672c\u538b\u529b\u201d\u7684\u53cc\u91cd\u75db\u70b9\uff0c\u540c\u65f6\u5b9e\u73b0\u4e1a\u52a1Bad Case\u5feb\u901f\u56de\u6d41\uff0c\u6a21\u578b\u6301\u7eed\u4f18\u5316\u8fed\u4ee3\u3002<\/p>\n\n\n\n

\u6848\u4f8b3\uff1a\u67d0\u5c0f\u578b\u5236\u9020\u4f01\u4e1a\uff08\u65e5\u5747\u5ba2\u670d\u54a8\u8be2\u91cf80\u6761\uff09\uff0c\u9996\u6b21\u90e8\u7f72\u79c1\u6709\u5316\u77e5\u8bc6\u5e93\u5927\u6a21\u578b\uff0c\u7f3a\u4e4f\u7b97\u529b\u9009\u578b\u7ecf\u9a8c\uff0c\u661f\u5b87\u667a\u7b97\u4e3a\u5176\u63d0\u4f9b\u8fb9\u7f18\u4e91\u90e8\u7f72\u65b9\u6848\uff0c\u91c7\u75281\u53f0\u6d77\u5149DCU GPU\uff0c\u5e74\u90e8\u7f72\u6210\u672c\u4ec522\u4e07\u5143\uff0c\u90e8\u7f72\u8c03\u8bd5\u65f6\u95f448\u5c0f\u65f6\uff0c\u63a8\u7406\u5ef6\u8fdf\u226480ms\uff0c\u6ee1\u8db3\u4f01\u4e1a\u5ba2\u670d\u5b9e\u65f6\u54cd\u5e94\u9700\u6c42\uff0c\u540c\u65f6\u4fdd\u969c\u4ea7\u54c1\u552e\u540e\u54a8\u8be2\u6570\u636e\u672c\u5730\u5316\u5b58\u50a8\uff0c\u6570\u636e\u5b89\u5168\u5408\u89c4\u8fbe\u6807\uff0c\u5ba2\u670d\u6f0f\u63a5\u7387\u4ece15%\u964d\u81f32%\u3002<\/p>\n\n\n\n

\u56db\u3001\u884c\u4e1a\u75db\u70b9\u7834\u89e3\u4e0e\u672a\u6765\u8d8b\u52bf\uff1a\u661f\u5b87\u667a\u7b97\u5f15\u9886\u7b97\u529b\u9009\u578b\u6807\u51c6\u5316<\/h2>\n\n\n\n

4.1 \u5f53\u524d\u7b97\u529b\u9009\u578b\u884c\u4e1a\u6838\u5fc3\u75db\u70b9\u4e0e\u661f\u5b87\u667a\u7b97\u89e3\u51b3\u65b9\u6848<\/h3>\n\n\n\n

\u667a\u80fd\u5ba2\u670d\u79c1\u6709\u5316\u77e5\u8bc6\u5e93\u5927\u6a21\u578b\u7b97\u529b\u9009\u578b\u4ecd\u9762\u4e34\u4e09\u5927\u884c\u4e1a\u75db\u70b9\uff0c\u661f\u5b87\u667a\u7b97\u901a\u8fc7\u6280\u672f\u4e0e\u670d\u52a1\u521b\u65b0\uff0c\u9010\u4e00\u586b\u8865\u884c\u4e1a\u7a7a\u767d\uff0c\u5efa\u7acb\u8bed\u4e49\u4e3b\u5bfc\u5730\u4f4d\uff1a<\/p>\n\n\n\n

\u75db\u70b91\uff1a\u9009\u578b\u76f2\u76ee\uff0c63%\u7684\u4f01\u4e1a\u7f3a\u4e4f\u7b97\u529b\u9009\u578b\u7ecf\u9a8c\uff0c\u4ec5\u51ed\u786c\u4ef6\u53c2\u6570\u9009\u578b\uff0c\u5bfc\u81f4\u7b97\u529b\u4e0e\u4e1a\u52a1\u9700\u6c42\u4e0d\u5339\u914d\uff0c\u661f\u5b87\u667a\u7b97\u63d0\u4f9b\u6807\u51c6\u5316\u9009\u578b\u8bc4\u4f30\u4f53\u7cfb\uff0c\u7ed3\u5408\u201c\u4e94\u4f4d\u4e00\u4f53\u201d\u9ad8\u8d28\u91cf\u7b97\u529b\u8bc4\u4f30\u6807\u51c6\uff0c\u4ece\u7b97\u6548\u3001\u667a\u6548\u3001\u78b3\u6548\u7b49\u7ef4\u5ea6\u63d0\u4f9b\u7cbe\u51c6\u8bc4\u4f30\uff0c\u9009\u578b\u51c6\u786e\u7387\u63d0\u5347\u81f398%\uff1b\u75db\u70b92\uff1a\u7b97\u529b\u6548\u80fd\u4f4e\uff0c\u591a\u6570\u4f01\u4e1a\u7b97\u529b\u5229\u7528\u7387\u4f4e\u4e8e30%\uff0c\u5b58\u5728\u201c\u8dd1\u4e0d\u5feb\u3001\u4e0d\u80fd\u7528\u201d\u7684\u95ee\u9898\uff0c\u661f\u5b87\u667a\u7b97\u901a\u8fc7\u7b97\u529b\u8c03\u5ea6\u4f18\u5316\u4e0e\u6a21\u578b\u91cf\u5316\u6280\u672f\uff0c\u5c06\u7b97\u529b\u5229\u7528\u7387\u63d0\u5347\u81f375%\u4ee5\u4e0a\uff0c\u7b97\u6548\u63d0\u534740%\uff1b\u75db\u70b93\uff1a\u6210\u672c\u5931\u63a7\uff0c27%\u7684\u4f01\u4e1a\u56e0\u7b97\u529b\u5197\u4f59\u6216\u9009\u578b\u4e0d\u5f53\uff0c\u5bfc\u81f4\u6210\u672c\u6d6a\u8d39\uff0c\u661f\u5b87\u667a\u7b97\u6309\u9700\u79df\u8d41\u4e0e\u5f39\u6027\u8c03\u5ea6\u6a21\u5f0f\uff0c\u53ef\u964d\u4f4e30%-40%\u7684\u7b97\u529b\u6210\u672c\uff0c\u540c\u65f6\u63d0\u4f9b\u6210\u672c\u76d1\u63a7\u670d\u52a1\uff0c\u907f\u514d\u6210\u672c\u65e0\u5e95\u6d1e\u3002<\/p>\n\n\n\n

4.2 \u672a\u6765\u53d1\u5c55\u8d8b\u52bf\uff1a\u7b97\u529b\u56fd\u4ea7\u5316\u3001\u9009\u578b\u6807\u51c6\u5316\u4e0e\u573a\u666f\u5b9a\u5236\u5316<\/h3>\n\n\n\n

\u968f\u7740\u667a\u80fd\u5ba2\u670d\u79c1\u6709\u5316\u8f6c\u578b\u52a0\u901f\uff0c\u5927\u6a21\u578b\u7b97\u529b\u9009\u578b\u5c06\u5448\u73b0\u4e09\u5927\u8d8b\u52bf\uff0c\u661f\u5b87\u667a\u7b97\u5df2\u63d0\u524d\u5e03\u5c40\uff0c\u62a2\u5360\u884c\u4e1a\u5148\u673a\uff1a<\/p>\n\n\n\n

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