\u8c03\u5ea6\u7f16\u6392\u4e0e\u4efb\u52a1\u7ba1\u7406<\/h3>\n

CPU\u7edf\u7b79AI\u670d\u52a1\u5668\u7684\u6240\u6709\u7ec4\u4ef6\uff0c\u662f\u5176\u6838\u5fc3\u4ef7\u503c\u7684\u76f4\u89c2\u4f53\u73b0\u3002\u4f5c\u4e3a\u4e2d\u592e\u5904\u7406\u5355\u5143\uff0cCPU\u7edf\u7ba1\u8ba1\u7b97\u3001\u5b58\u50a8\u4e0e\u7f51\u7edc\u8d44\u6e90\uff0c\u8d1f\u8d23\u4efb\u52a1\u5206\u914d\u3001\u4f18\u5148\u7ea7\u7ba1\u63a7\uff0c\u4fdd\u969c\u4e1a\u52a1\u987a\u7545\u8fd0\u884c\u3002AI\u5de5\u4f5c\u8d1f\u8f7d\u9700\u8981\u6301\u7eed\u7684\u8d44\u6e90\u534f\u540c\uff0c\u4e00\u65e6\u8ba1\u7b97\u505c\u6ede\u6216\u7f51\u7edc\u5ef6\u8fdf\uff0c\u6a21\u578b\u8fd0\u884c\u6548\u7387\u5c31\u4f1a\u4e0b\u964d\uff0c\u8fdb\u800c\u5f71\u54cd\u5ef6\u8fdf\u8868\u73b0\u4e0e\u670d\u52a1\u53ef\u9760\u6027\u3002<\/p>\n

\n
• AI\u5de5\u4f5c\u8d1f\u8f7d\u5bf9\u8d44\u6e90\u534f\u540c\u6027\u8981\u6c42\u6781\u9ad8<\/li>\n
• \u7b97\u529b\u4e0d\u8db3\u6216\u7f51\u7edc\u5ef6\u8fdf\u4f1a\u62d6\u6162\u54cd\u5e94\u901f\u5ea6<\/li>\n
• CPU\u53ef\u89c4\u907f\u65b0\u578b\u6545\u969c\u98ce\u9669\uff0c\u4fdd\u969c\u8f93\u51fa\u7ed3\u679c\u7cbe\u51c6<\/li>\n<\/ul>\n

  \u6570\u636e\u5904\u7406\u4e0e\u9884\u5904\u7406<\/h3>\n

  \u6570\u636e\u5904\u7406\u4e0e\u9884\u5904\u7406\u5de5\u4f5c\u5747\u7531CPU\u627f\u62c5\u3002CPU\u64c5\u957f\u5904\u7406\u5404\u7c7b\u901a\u7528\u64cd\u4f5c\uff0c\u6bd4\u5982\u78c1\u76d8\u8bfb\u53d6\u3001\u65e5\u5fd7\u805a\u5408\u7b49\uff0c\u5728\u6570\u636e\u9001\u5165GPU\u4e4b\u524d\u5b8c\u6210\u9884\u5904\u7406\u73af\u8282\uff0c\u8fd9\u4e00\u6b65\u5bf9AI\u6574\u4f53\u6027\u80fd\u81f3\u5173\u91cd\u8981\u3002
  \n\u4f60\u53ef\u4ee5\u501f\u52a9CPU\u7684\u591a\u6838\u5fc3\u5b9e\u73b0\u5e76\u884c\u5904\u7406\uff0c\u540c\u65f6\u7ba1\u63a7\u5927\u91cf\u5c0f\u578b\u4efb\u52a1\uff0c\u5feb\u901f\u5b8c\u6210\u4e0a\u4e0b\u6587\u5207\u6362\u4e0e\u590d\u6742\u6570\u636e\u5904\u7406\u3002\u9ad8\u6548\u7684\u6570\u636e\u9884\u5904\u7406\u80fd\u529b\uff0c\u6b63\u662fCPU\u6838\u5fc3\u4ef7\u503c\u7684\u91cd\u8981\u4f53\u73b0\u3002<\/p>\n

  \n
  • CPU\u627f\u62c5\u5404\u7c7b\u901a\u7528\u8fd0\u7b97\u4efb\u52a1<\/li>\n
  • \u591a\u6838\u5fc3\u652f\u6301\u5c0f\u578b\u4efb\u52a1\u5e76\u884c\u5904\u7406<\/li>\n
  • \u4e0a\u4e0b\u6587\u5207\u6362\u4e0e\u6570\u636e\u5904\u7406\u662fCPU\u7684\u6838\u5fc3\u4f18\u52bf<\/li>\n<\/ul>\n
    \n\n\n\n\n<\/colgroup>\n\n\n\n\n\n\n

    \u7279\u6027<\/th>\n	CPU<\/th>\n	GPU<\/th>\n<\/tr>\n
    \u6838\u5fc3\u5b9a\u4f4d<\/td>\n	\u901a\u7528\u4efb\u52a1\u5904\u7406<\/td>\n	\u9762\u5411\u6d77\u91cf\u6570\u636e\u5904\u7406\u4f18\u5316<\/td>\n<\/tr>\n
    \u5e26\u5bbd<\/td>\n	\u5e26\u5bbd\u76f8\u5bf9\u8f83\u4f4e<\/td>\n	\u9ad8\u5185\u5b58\u5e26\u5bbd<\/td>\n<\/tr>\n
    \u4efb\u52a1\u6548\u7387<\/td>\n	\u64c5\u957f\u4e32\u884c\u4efb\u52a1\uff0cAI\u573a\u666f\u6548\u7387\u8f83\u4f4e<\/td>\n	\u5e76\u884c\u5904\u7406\uff0c\u9002\u914dAI\u573a\u666f\u6548\u7387\u66f4\u9ad8<\/td>\n<\/tr>\n
    \u80fd\u8017\u8868\u73b0<\/td>\n	\u5904\u7406\u590d\u6742\u4efb\u52a1\u65f6\u80fd\u8017\u66f4\u9ad8<\/td>\n	\u5e76\u884c\u67b6\u6784\u52a0\u6301\uff0c\u6574\u4f53\u80fd\u8017\u66f4\u4f4e<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n \u89c4\u907f\u6027\u80fd\u74f6\u9888<\/h3>\n \u914d\u7f6e\u5408\u7406\u7684CPU\u8d44\u6e90\u53ef\u6709\u6548\u89c4\u907f\u6027\u80fd\u74f6\u9888\u3002CPU\u7b97\u529b\u4e0d\u8db3\u4f1a\u5bfc\u81f4\u4efb\u52a1\u5ef6\u8fdf\uff0c\u9020\u6210GPU\u7a7a\u8f6c\u6d6a\u8d39\u3002\u8fd9\u4e00\u95ee\u9898\u5728\u52a8\u6001\u63a8\u7406\u5de5\u4f5c\u8d1f\u8f7d\u4e2d\u5c24\u4e3a\u7a81\u51fa\uff1a\u9891\u7e41\u7684\u5de5\u5177\u8c03\u7528\u9700\u8981CPU\u5904\u7406\uff0c\u591a\u6a21\u6001\u8f93\u5165\u7684\u5c3a\u5bf8\u8c03\u6574\u3001\u5f52\u4e00\u5316\u7b49\u64cd\u4f5c\uff0c\u4f1a\u5728GPU\u63a8\u7406\u524d\u52a0\u91cdCPU\u8d1f\u8f7d\uff1b\u957f\u4e0a\u4e0b\u6587\u63a8\u7406\u573a\u666f\u4e0b\uff0c\u5206\u8bcd\u5904\u7406\u4f1a\u5e26\u6765\u663e\u8457\u5ef6\u8fdf\uff1b\u6295\u673a\u89e3\u7801\u673a\u5236\u4e5f\u4f1a\u989d\u5916\u589e\u52a0CPU\u7684\u6821\u9a8c\u4e0e\u7ba1\u63a7\u5de5\u4f5c\u91cf\u3002<\/p>\n \u4e0d\u96be\u53d1\u73b0\uff0cGPU\u7b97\u529b\u89c4\u6a21\u8d8a\u5927\uff0cCPU\u7684\u8c03\u5ea6\u534f\u8c03\u4f5c\u7528\u5c31\u8d8a\u5173\u952e\u3002\u53ea\u6709\u505a\u597d\u74f6\u9888\u9632\u63a7\uff0c\u624d\u80fd\u4fdd\u969cAI\u670d\u52a1\u5668\u7684\u9ad8\u6548\u8fd0\u884c\u3002<\/p><\/blockquote>\n \n\n\n\n<\/colgroup>\n\n\n\n\n\n\n\n \u74f6\u9888\u7c7b\u578b<\/th>\n \u8bf4\u660e<\/th>\n<\/tr>\n \u52a8\u6001\u63a8\u7406\u5de5\u4f5c\u8d1f\u8f7d<\/td>\n \u9891\u7e41\u7684\u5de5\u5177\u8c03\u7528\u9700CPU\u5904\u7406\uff0c\u6613\u9020\u6210GPU\u7a7a\u95f2\u7b49\u5f85<\/td>\n<\/tr>\n \u591a\u6a21\u6001\u8f93\u5165\u5904\u7406<\/td>\n GPU\u63a8\u7406\u524d\u7684\u5c3a\u5bf8\u8c03\u6574\u3001\u5f52\u4e00\u5316\u7b49CPU\u5bc6\u96c6\u578b\u4efb\u52a1\uff0c\u52a0\u91cdCPU\u8d1f\u8f7d<\/td>\n<\/tr>\n \u5206\u8bcd\u5904\u7406\u5ef6\u8fdf<\/td>\n \u957f\u4e0a\u4e0b\u6587\u63a8\u7406\u7684token\u5e8f\u5217\u8fc7\u957f\uff0c\u5355\u8bf7\u6c42\u5360\u7528CPU\u65f6\u957f\u663e\u8457\u589e\u52a0<\/td>\n<\/tr>\n \u6295\u673a\u89e3\u7801\u5f00\u9500<\/td>\n \u6295\u673a\u89e3\u7801\u8fc7\u7a0b\u4e2d\uff0c\u6821\u9a8c\u4e0e\u7ba1\u63a7\u73af\u8282\u5e26\u6765\u989d\u5916CPU\u8d1f\u62c5<\/td>\n<\/tr>\n \u591aGPU\u90e8\u7f72\u7684\u8c03\u5ea6\u5f00\u9500<\/td>\n GPU\u7b97\u529b\u89c4\u6a21\u6269\u5927\u540e\uff0cCPU\u8c03\u5ea6\u534f\u8c03\u7684\u5360\u6bd4\u76f8\u5e94\u63d0\u5347\uff0c\u74f6\u9888\u6548\u5e94\u6108\u53d1\u660e\u663e<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n \u884c\u4e1a\u57fa\u51c6\u6d4b\u8bd5\u4e5f\u5370\u8bc1\u4e86CPU\u5728AI\u5de5\u4f5c\u8d1f\u8f7d\u4e2d\u7684\u91cd\u8981\u6027\u3002MLPerf Inference\u7528\u4e8e\u8bc4\u6d4b\u63a8\u7406\u6027\u80fd\uff1bEEMBC MLMark\u805a\u7126\u8fb9\u7f18\u8bbe\u5907\u7684\u6027\u80fd\u4e0e\u80fd\u6548\uff1bAI-Benchmark\u6d4b\u8bd5\u79fb\u52a8\u5904\u7406\u5668\u7684AI\u80fd\u529b\uff1bAIXPRT\u8bc4\u6d4b\u4e0d\u540c\u786c\u4ef6\u7684AI\u63a8\u7406\u8868\u73b0\uff1bTensorflow Lite Micro\u5219\u9762\u5411\u8d85\u4f4e\u529f\u8017\u5fae\u63a7\u5236\u5668\u505a\u57fa\u51c6\u6d4b\u8bd5\u3002<\/p>\n \n\n\n\n<\/colgroup>\n\n\n\n\n\n\n\n \u57fa\u51c6\u6d4b\u8bd5\u6846\u67b6<\/th>\n \u6838\u5fc3\u6d4b\u8bd5\u65b9\u5411<\/th>\n<\/tr>\n MLPerf Inference<\/td>\n \u591a\u573a\u666f\u4e0b\u7684\u63a8\u7406\u6027\u80fd\u8bc4\u6d4b<\/td>\n<\/tr>\n EEMBC MLMark<\/td>\n \u8fb9\u7f18\u8bbe\u5907\u7684\u6027\u80fd\u4e0e\u80fd\u6548\u8868\u73b0<\/td>\n<\/tr>\n AI-Benchmark<\/td>\n \u79fb\u52a8\u5904\u7406\u5668\u7684AI\u80fd\u529b\u6d4b\u8bd5<\/td>\n<\/tr>\n AIXPRT<\/td>\n \u8de8\u786c\u4ef6\u5e73\u53f0\u7684AI\u63a8\u7406\u6027\u80fd<\/td>\n<\/tr>\n Tensorflow Lite Micro<\/td>\n \u8d85\u4f4e\u529f\u8017\u5fae\u63a7\u5236\u5668\u57fa\u51c6\u6d4b\u8bd5<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n \u5934\u90e8AI\u4f01\u4e1a\u5747\u5341\u5206\u91cd\u89c6CPU\u7684\u6027\u80fd\u3001\u6563\u70ed\u4e0e\u6a21\u5757\u5316\u8bbe\u8ba1\u3002\u5f00\u653e\u67b6\u6784\u80fd\u964d\u4f4e\u5382\u5546\u9501\u5b9a\u98ce\u9669\uff0c\u5347\u7ea7\u6269\u5bb9\u4e5f\u66f4\u4fbf\u6377\u3002\u4e0eNVIDIA\u3001AMD\u7b49\u82af\u7247\u5382\u5546\u7684\u5408\u4f5c\uff0c\u53ef\u52a9\u529b\u642d\u5efa\u66f4\u5148\u8fdb\u7684\u670d\u52a1\u5668\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n AI\u670d\u52a1\u5668\u4e2dCPU\u4e0eGPU\u7684\u89d2\u8272\u5206\u5de5<\/strong><\/h2>\n \u529f\u80fd\u5dee\u5f02<\/h3>\n \u9700\u8981\u660e\u786e\u4e24\u7c7b\u5904\u7406\u5668\u5728\u670d\u52a1\u5668\u4e2d\u7684\u5b9a\u4f4d\u5dee\u5f02\uff1aCPU\u8d1f\u8d23\u901a\u7528\u4efb\u52a1\uff0c\u64c5\u957f\u4e32\u884c\u5904\u7406\uff0c\u627f\u62c5\u903b\u8f91\u63a7\u5236\u4e0e\u7cfb\u7edf\u7ba1\u7406\u5de5\u4f5c\uff1bGPU\u5219\u4e13\u4e3a\u5e76\u884c\u8ba1\u7b97\u8bbe\u8ba1\uff0c\u53ef\u540c\u65f6\u6267\u884c\u6570\u5343\u6b21\u7b80\u5355\u8fd0\u7b97\uff0c\u5b8c\u7f8e\u9002\u914d\u6df1\u5ea6\u5b66\u4e60\u4e0e\u6d77\u91cf\u6570\u636e\u5904\u7406\u573a\u666f\u3002\u73b0\u4ee3GPU\u8fd8\u642d\u8f7d\u4e13\u7528\u8ba1\u7b97\u6838\u5fc3\uff0c\u53ef\u9488\u5bf9\u6027\u63d0\u5347\u7279\u5b9aAI\u4efb\u52a1\u7684\u6027\u80fd\uff0c\u540c\u65f6GPU\u7684\u9ad8\u5185\u5b58\u5e26\u5bbd\u652f\u6301\u9ad8\u901f\u6570\u636e\u4f20\u8f93\uff0c\u662f\u5927\u6a21\u578b\u8bad\u7ec3\u7684\u6838\u5fc3\u4fdd\u969c\u3002<\/p>\n \n CPU\u9762\u5411\u901a\u7528\u4efb\u52a1\u8bbe\u8ba1\uff0c\u64c5\u957f\u4e32\u884c\u5904\u7406<\/li>\n GPU\u9488\u5bf9\u5e76\u884c\u8ba1\u7b97\u4f18\u5316\uff0c\u9002\u914d\u6df1\u5ea6\u5b66\u4e60\u7b49\u7b97\u529b\u5bc6\u96c6\u578b\u4efb\u52a1<\/li>\n GPU\u53ef\u540c\u65f6\u6267\u884c\u6d77\u91cf\u7b80\u5355\u8fd0\u7b97<\/li>\n GPU\u7684\u9ad8\u5185\u5b58\u5e26\u5bbd\u652f\u6301\u66f4\u5feb\u7684\u6570\u636e\u4f20\u8f93\u901f\u7387<\/li>\n \u73b0\u4ee3GPU\u7684\u4e13\u7528\u6838\u5fc3\u53ef\u63d0\u5347\u7279\u5b9aAI\u4efb\u52a1\u7684\u8fd0\u884c\u6027\u80fd<\/li>\n<\/ul>\n \u534f\u540c\u8fd0\u884c\uff0c\u91ca\u653e\u6027\u80fd<\/h3>\n CPU\u4e0eGPU\u534f\u540c\u5de5\u4f5c\u624d\u80fd\u53d1\u6325\u6700\u4f73\u6548\u80fd\u3002CPU\u8d1f\u8d23\u7cfb\u7edf\u7ba1\u63a7\u3001\u4efb\u52a1\u5206\u914d\u4e0e\u6570\u636e\u9884\u5904\u7406\uff0cGPU\u5219\u9ad8\u6548\u5b8c\u6210\u6570\u636e\u8ba1\u7b97\uff0c\u4e8c\u8005\u914d\u5408\u53ef\u8ba9\u670d\u52a1\u5668\u6027\u80fd\u8fbe\u5230\u5cf0\u503c\u3002\u9ad8\u7aef\u670d\u52a1\u5668\u666e\u904d\u5177\u5907\u9ad8\u6838\u5fc3\u6570\u3001\u5f3a\u5185\u5b58\u5e26\u5bbd\u4e0e\u9ad8\u901f\u6307\u4ee4\u5468\u671f\uff0c\u80fd\u591f\u4fdd\u969c\u5185\u5b58\u53d7\u9650\u578b\u5de5\u4f5c\u8d1f\u8f7d\u4e0e\u5b9e\u65f6\u5206\u6790\u4e1a\u52a1\u7684\u541e\u5410\u91cf\u3002<\/p>\n \u8fb9\u7f18\u4e0e\u6570\u636e\u4e2d\u5fc3\u7684\u80fd\u6548\u8868\u73b0<\/h3>\n \u65e0\u8bba\u662f\u8fb9\u7f18\u573a\u666f\u8fd8\u662f\u6570\u636e\u4e2d\u5fc3\uff0cCPU\u4e0eGPU\u7684\u534f\u540c\u90fd\u80fd\u5e26\u6765\u80fd\u6548\u589e\u76ca\u3002\u5927\u6a21\u578b\u8bad\u7ec3\u9700\u8981\u6570\u5343\u9897GPU\u4e0eCPU\u534f\u540c\u5de5\u4f5c\uff0c\u957f\u5468\u671f\u8bad\u7ec3\u4f1a\u6d88\u8017\u5927\u91cf\u7535\u529b\u3002\u4f46GPU\u52a0\u901f\u7cfb\u7edf\u6267\u884c\u63a8\u7406\u4efb\u52a1\u7684\u80fd\u8017\uff0c\u4ec5\u4e3a\u7eafCPU\u65b9\u6848\u76841\/8\u81f31\/3\uff0c\u80fd\u6548\u63d0\u5347\u53ef\u964d\u4f4e\u8fd0\u8425\u6210\u672c\u4e0e\u78b3\u6392\u653e\u3002\u89c4\u6a21\u5316\u90e8\u7f72\u540e\uff0c\u53ef\u8282\u7701\u6570\u5146\u74e6\u7535\u529b\uff0c\u663e\u8457\u5f71\u54cd\u7535\u8d39\u652f\u51fa\u3001\u6563\u70ed\u9700\u6c42\u4e0e\u73af\u5883\u5f71\u54cd\u3002<\/p>\n \u63d0\u793a\uff1a\u4f18\u5316\u786c\u4ef6\u914d\u7f6e\uff0c\u53ef\u5728AI\u670d\u52a1\u5668\u90e8\u7f72\u4e2d\u6700\u5927\u5316\u5b9e\u73b0\u8282\u80fd\u589e\u6548\u3002<\/p><\/blockquote>\n AI\u670d\u52a1\u5668CPU\u7684\u6838\u5fc3\u9009\u578b\u6307\u6807<\/strong><\/h2>\n \u6838\u5fc3\u6570\u91cf\u4e0e\u591a\u7ebf\u7a0b\u80fd\u529b<\/h3>\n \u9009\u62e9\u9ad8\u6838\u5fc3\u6570\u3001\u5f3a\u591a\u7ebf\u7a0b\u80fd\u529b\u7684CPU\uff0c\u53ef\u663e\u8457\u63d0\u5347\u670d\u52a1\u5668\u6027\u80fd\u3002\u6838\u5fc3\u6570\u91cf\u8d8a\u591a\uff0c\u670d\u52a1\u5668\u540c\u65f6\u5904\u7406\u591a\u4efb\u52a1\u7684\u80fd\u529b\u8d8a\u5f3a\uff1b\u7ebf\u7a0b\u5219\u80fd\u8ba9\u6bcf\u4e2a\u6838\u5fc3\u4fdd\u6301\u6ee1\u8f7d\u8fd0\u884c\uff0c\u63d0\u5347\u541e\u5410\u91cf\u3001\u51cf\u5c11\u7a7a\u95f2\u65f6\u95f4\u3002<\/p>\n \n \u6838\u5fc3\u6570\u8d8a\u591a\uff0c\u591a\u4efb\u52a1\u5904\u7406\u4e0e\u5e94\u7528\u8fd0\u884c\u8868\u73b0\u8d8a\u597d<\/li>\n \u591a\u7ebf\u7a0b\u8ba9\u6838\u5fc3\u6301\u7eed\u5904\u7406\u4e0d\u540c\u4efb\u52a1\uff0c\u63d0\u5347\u670d\u52a1\u5668\u541e\u5410\u91cf<\/li>\n \u6838\u5fc3\u627f\u62c5\u4e3b\u8981\u8fd0\u7b97\u5de5\u4f5c\uff0c\u7ebf\u7a0b\u5219\u4fdd\u969c\u6838\u5fc3\u7684\u9ad8\u6548\u5229\u7528<\/li>\n<\/ul>\n \u591a\u6838CPU\u7684\u6280\u672f\u6f14\u8fdb\uff0c\u4e5f\u6539\u53d8\u4e86\u6027\u80fd\u8bc4\u4f30\u7684\u6807\u51c6\u3002\u9009\u578b\u4e0d\u80fd\u53ea\u770b\u6838\u5fc3\u6570\u91cf\uff0c\u8fd8\u8981\u7ed3\u5408\u67b6\u6784\u4e0e\u5de5\u4f5c\u8d1f\u8f7d\u7684\u9002\u914d\u6027\uff0c\u4ee5\u53ca\u5355\u6838\u5fc3\u7684\u8fd0\u884c\u6548\u7387\u3002\u80fd\u6548\u6bd4\uff08\u6bcf\u74e6\u6027\u80fd\uff09\u540c\u6837\u5173\u952e\uff0c\u5c24\u5176\u662f\u8fd0\u884c\u5927\u6a21\u578b\u7684\u573a\u666f\u3002<\/p>\n \u63d0\u793a\uff1a\u9009\u62e9\u4e0e\u81ea\u8eab\u5de5\u4f5c\u8d1f\u8f7d\u5339\u914d\u7684CPU\u3002\u82f1\u7279\u5c14\u81f3\u5f3a\uff08Intel Xeon\uff09\u3001AMD EPYC\u7b49\u9ad8\u6027\u80fd\u5904\u7406\u5668\uff0c\u53ef\u52a9\u529b\u5b9e\u73b0\u6700\u4f18\u8fd0\u884c\u6548\u679c\u3002<\/p><\/blockquote>\n \u5185\u5b58\u5e26\u5bbd<\/h3>\n \u5185\u5b58\u5e26\u5bbd\u51b3\u5b9a\u4e86CPU\u4e0e\u5185\u5b58\u4e4b\u95f4\u7684\u6570\u636e\u4f20\u8f93\u901f\u5ea6\u3002\u9ad8\u5185\u5b58\u5e26\u5bbd\u652f\u6301\u670d\u52a1\u5668\u65e0\u5ef6\u8fdf\u5904\u7406\u6d77\u91cf\u6570\u636e\u96c6\u3002\u8fd0\u884cAI\u5de5\u4f5c\u8d1f\u8f7d\u901a\u5e38\u9700\u8981\u66f4\u5927\u7684\u5185\u5b58\u5bb9\u91cf\uff0c\u7eafCPU\u65b9\u6848\u66f4\u662f\u5982\u6b64\u3002\u5185\u5b58\u5bb9\u91cf\u5927\u5c0f\u4e0eCPU\u7684\u5185\u5b58\u8bbf\u95ee\u901f\u5ea6\uff0c\u76f4\u63a5\u51b3\u5b9a\u4e86\u670d\u52a1\u5668\u7684\u6027\u80fd\u4e0a\u9650\u3002 \n\u4e3aAI\u670d\u52a1\u5668\u9009\u578bCPU\u65f6\uff0c\u9700\u91cd\u70b9\u786e\u8ba4\u5185\u5b58\u914d\u7f6e\u4e0e\u5e26\u5bbd\u53c2\u6570\uff0c\u4fdd\u969c\u6a21\u578b\u5e73\u7a33\u9ad8\u6548\u8fd0\u884c\u3002<\/p>\n \u6307\u4ee4\u96c6<\/h3>\n \u6307\u4ee4\u96c6\u5bf9AI\u5de5\u4f5c\u8d1f\u8f7d\u7684\u52a0\u901f\u4f5c\u7528\u5341\u5206\u663e\u8457\u3002\u4e13\u7528\u6307\u4ee4\u96c6\u53ef\u8ba9CPU\u66f4\u5feb\u6267\u884c\u590d\u6742\u8fd0\u7b97\uff0c\u652f\u6301\u77e9\u9635\u4e58\u6cd5\u3001\u673a\u5668\u5b66\u4e60\u4efb\u52a1\u7684\u65b0\u578b\u6307\u4ee4\u96c6\u6269\u5c55\uff0c\u80fd\u5e26\u6765\u660e\u663e\u7684\u6027\u80fd\u589e\u76ca\u3002 \n\u5efa\u8bae\u9009\u62e9\u652f\u6301\u76f8\u5173\u4e13\u7528\u6307\u4ee4\u96c6\u7684CPU\uff0c\u6700\u5927\u5316\u63d0\u5347AI\u670d\u52a1\u5668\u7684\u6027\u80fd\u4e0e\u80fd\u6548\u3002<\/p>\n CPU\u5728AI\u9886\u57df\u7684\u5b9e\u9645\u5e94\u7528\u573a\u666f<\/strong><\/h2>\n \u6570\u636e\u7ba1\u9053\u7ba1\u7406<\/h3>\n AI\u7cfb\u7edf\u7684\u590d\u6742\u6570\u636e\u7ba1\u9053\uff0c\u4f9d\u8d56\u5f3a\u5927\u7684\u8c03\u5ea6\u80fd\u529b\u6765\u7ba1\u7406\u3002\u73b0\u4ee3\u667a\u80fd\u4f53AI\u6a21\u578b\uff0c\u9700\u8981\u5904\u7406\u5668\u652f\u6491\u591a\u6b65\u5de5\u4f5c\u6d41\uff0c\u534f\u8c03\u4e0d\u540c\u667a\u80fd\u4f53\u4e4b\u95f4\u7684\u4ea4\u4e92\u3002\u9009\u914d\u5408\u9002\u7684\u5904\u7406\u5668\uff0c\u53ef\u63d0\u5347\u6570\u636e\u4f20\u8f93\u4e0e\u9884\u5904\u7406\u6548\u7387\u3002\u6700\u65b0\u6848\u4f8b\u663e\u793a\uff0c\u82f1\u7279\u5c14\u81f3\u5f3a\u3001AMD EPYC\u7b49\u9ad8\u7aef\u5904\u7406\u5668\uff0c\u5728\u6df1\u5ea6\u5b66\u4e60\u4e0e\u751f\u6210\u5f0fAI\u6a21\u578b\u4e2d\u8868\u73b0\u4f18\u5f02\uff0c\u5c24\u5176\u64c5\u957f\u4efb\u52a1\u8c03\u5ea6\u4e0e\u5927\u89c4\u6a21\u63a8\u7406\u8c03\u7528\u7ba1\u63a7\u3002<\/p>\n \u6ce8\uff1a\u667a\u80fd\u4f53AI\u7684\u5174\u8d77\uff0c\u5bf9\u5904\u7406\u5668\u7684\u590d\u6742\u51b3\u7b56\u80fd\u529b\u3001\u591a\u667a\u80fd\u4f53\u901a\u4fe1\u534f\u8c03\u80fd\u529b\u63d0\u51fa\u4e86\u66f4\u9ad8\u8981\u6c42\u3002<\/p><\/blockquote>\n \n\n\n\n\n<\/colgroup>\n\n\n\n\n CPU\u578b\u53f7<\/th>\n \u6027\u80fd\u8868\u73b0<\/th>\n \u9002\u914dAI\u573a\u666f<\/th>\n<\/tr>\n \u82f1\u7279\u5c14\u81f3\u5f3a\uff08Intel Xeon\uff09<\/td>\n \u6df1\u5ea6\u5b66\u4e60\u4e0e\u751f\u6210\u5f0fAI\u6a21\u578b\u8868\u73b0\u4f18\u5f02<\/td>\n \u9ad8\u590d\u6742\u5ea6\u5de5\u4f5c\u8d1f\u8f7d<\/td>\n<\/tr>\n AMD EPYC<\/td>\n AI\u5e94\u7528\u529f\u80fd\u7279\u6027\u7a81\u51fa<\/td>\n \u5168\u573a\u666f\u5747\u8861\u6027\u80fd<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n \u63a8\u7406\u4e0e\u90e8\u7f72<\/h3>\n AI\u6a21\u578b\u90e8\u7f72\u6db5\u76d6\u5b9e\u65f6\u4efb\u52a1\u4e0e\u6279\u91cf\u5904\u7406\u4e24\u7c7b\u573a\u666f\uff0c\u5904\u7406\u5668\u5728\u5176\u4e2d\u5747\u53d1\u6325\u5173\u952e\u4f5c\u7528\u3002\u4e32\u884c\u5904\u7406\u4e0e\u6570\u636e\u534f\u8c03\u573a\u666f\u4e0b\uff0cCPU\u53ef\u4fdd\u969c\u54cd\u5e94\u901f\u5ea6\u4e0e\u6210\u672c\u6548\u76ca\uff1b\u9ad8\u541e\u5410\u91cf\u63a8\u7406\u573a\u666f\uff0c\u5219\u66f4\u4f9d\u8d56\u5e76\u884c\u8ba1\u7b97\u80fd\u529b\u3002 \n\u4e0b\u8868\u5bf9\u6bd4\u4e86\u4e24\u7c7b\u5904\u7406\u5668\u5728\u63a8\u7406\u90e8\u7f72\u4e2d\u7684\u89d2\u8272\u5dee\u5f02\uff1a<\/p>\n \n\n\n\n\n<\/colgroup>\n\n\n\n\n\n\n\n \u7ef4\u5ea6<\/th>\n CPU\u89d2\u8272<\/th>\n GPU\u89d2\u8272<\/th>\n<\/tr>\n \u5904\u7406\u7c7b\u578b<\/td>\n \u64c5\u957f\u4e32\u884c\u5904\u7406<\/td>\n \u4e3b\u5bfc\u5e76\u884c\u8ba1\u7b97<\/td>\n<\/tr>\n \u6570\u636e\u5904\u7406<\/td>\n \u8d1f\u8d23\u6570\u636e\u9884\u5904\u7406\u4e0e\u6d41\u7a0b\u534f\u8c03<\/td>\n \u627f\u62c5\u5927\u89c4\u6a21\u77e9\u9635\u8fd0\u7b97<\/td>\n<\/tr>\n \u9ad8\u541e\u5410\u91cf\u63a8\u7406<\/td>\n \u6279\u91cf\u5904\u7406\u6548\u7387\u8f83\u4f4e<\/td>\n \u6d77\u91cf\u8bf7\u6c42\u5904\u7406\u80fd\u529b\u66f4\u5f3a<\/td>\n<\/tr>\n \u4f4e\u5ef6\u8fdf\u63a8\u7406<\/td>\n \u54cd\u5e94\u901f\u5ea6\u4e0e\u6210\u672c\u6548\u76ca\u66f4\u5177\u4f18\u52bf<\/td>\n \u5355\u8bf7\u6c42\u573a\u666f\u6613\u5f15\u5165\u989d\u5916\u5ef6\u8fdf<\/td>\n<\/tr>\n \u6027\u80fd\u793a\u4f8b<\/td>\n \u9ad8\u7aefCPU\u53ef\u6ee1\u8db3\u5b9e\u65f6\u4efb\u52a1\u7684\u54cd\u5e94\u9700\u6c42<\/td>\n \u9ad8\u7aefGPU\u672c\u5730\u63a8\u7406\u7684token\u751f\u6210\u901f\u5ea6\u663e\u8457\u66f4\u5feb<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n \u63d0\u793a\uff1a\u6839\u636e\u5de5\u4f5c\u8d1f\u8f7d\u9009\u578b\u5904\u7406\u5668\u3002\u5b9e\u65f6\u63a8\u7406\u573a\u666f\u4e0b\uff0c\u9ad8\u7aefCPU\u53ef\u5e26\u6765\u66f4\u51fa\u8272\u7684\u54cd\u5e94\u8868\u73b0\u3002<\/p><\/blockquote>\n \u7cfb\u7edf\u5b89\u5168<\/h3>\n \u642d\u8f7d\u5177\u5907\u9ad8\u7ea7\u5b89\u5168\u7279\u6027\u7684CPU\uff0c\u53ef\u4e3aAI\u57fa\u7840\u8bbe\u65bd\u63d0\u4f9b\u5b89\u5168\u4fdd\u969c\u3002\u65e0\u8bba\u662f\u672c\u5730\u90e8\u7f72\u8fd8\u662f\u4e91\u7aef\u73af\u5883\uff0cCPU\u90fd\u5728\u7ba1\u63a7\u5927\u89c4\u6a21\u5de5\u4f5c\u8d1f\u8f7d\u7684\u540c\u65f6\uff0c\u4fdd\u969c\u670d\u52a1\u7a33\u5b9a\u53ef\u9760\u3002<\/p>\n \n AI\u7b97\u529b\u5b89\u5168\u673a\u5236\u53ef\u4fdd\u969c\u57fa\u7840\u8bbe\u65bd\u4e0e\u6570\u636e\u5b8c\u6574\u6027<\/li>\n \u901a\u8fc7\u52a0\u5bc6\u673a\u5236\u4e0e\u5b8c\u5584\u7684\u8bbf\u95ee\u7ba1\u63a7\u4fdd\u969c\u7cfb\u7edf\u5b89\u5168<\/li>\n \u9ad8\u6027\u80fd\u5904\u7406\u5668\u652f\u6301\u6df1\u5ea6\u5305\u68c0\u6d4b\u4e0e\u9ad8\u7ea7\u5a01\u80c1\u9632\u62a4\uff0c\u9002\u914d\u7f51\u7edc\u5b89\u5168\u5e94\u7528<\/li>\n \u533b\u7597AI\u667a\u80fd\u4f53\u53ef\u5b89\u5168\u5206\u6790\u60a3\u8005\u6570\u636e\uff0c\u63d0\u5347\u8bca\u65ad\u51c6\u786e\u7387<\/li>\n \u80fd\u6e90\u9886\u57df\u7684\u667a\u80fd\u7535\u7f51\u6280\u672f\uff0c\u4f9d\u8d56\u9ad8\u6548\u5904\u7406\u5668\u4fdd\u969c\u8fd0\u884c\u7684\u53ef\u9760\u6027\u4e0e\u5b89\u5168\u6027<\/li>\n<\/ul>\n \u5b89\u5168\u59cb\u7ec8\u662f\u6838\u5fc3\u8981\u52a1\u3002\u5c06\u4f20\u7edf\u7f51\u7edc\u5b89\u5168\u5b9e\u8df5\u4e0eAI\u4e13\u5c5e\u9632\u62a4\u7b56\u7565\u7ed3\u5408\uff0c\u53ef\u8fdb\u4e00\u6b65\u63d0\u5347\u9632\u62a4\u7b49\u7ea7\u3002<\/p><\/blockquote>\n \u5982\u4f55\u4e3aAI\u670d\u52a1\u5668\u9009\u578bCPU<\/strong><\/h2>\n \u4e0eGPU\u7b97\u529b\u5e73\u8861\u5339\u914d<\/h3>\n 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AI\u6846\u67b6\u517c\u5bb9\u6027<\/li>\n \u6563\u70ed\u4e0e\u4f9b\u7535\u914d\u7f6e<\/li>\n \u8f6f\u4ef6\u751f\u6001\u4e0e\u9a71\u52a8\u652f\u6301<\/li>\n \u7269\u7406\u7a7a\u95f4\u4e0e\u5b89\u88c5\u8981\u6c42<\/li>\n<\/ul>\n \u63d0\u793a\uff1a\u7ed3\u5408AI\u5e94\u7528\u7684\u6027\u80fd\u9700\u6c42\u5e73\u8861\u9884\u7b97\uff0c\u7efc\u5408\u8bc4\u4f30\u91c7\u8d2d\u6210\u672c\u4e0e\u957f\u671f\u8fd0\u7ef4\u6210\u672c\uff08\u542b\u80fd\u8017\u3001\u6563\u70ed\u652f\u51fa\uff09\u3002<\/p><\/blockquote>\n \u53ef\u6269\u5c55\u6027<\/h3>\n AI\u670d\u52a1\u5668\u9700\u8981\u5177\u5907\u968f\u4e1a\u52a1\u589e\u957f\u7684\u6269\u5c55\u80fd\u529b\u3002\u5efa\u8bae\u9009\u62e9\u652f\u6301\u9ad8\u901f\u5185\u5b58\u3001\u9ad8\u7ea7\u6307\u4ee4\u96c6\u7684CPU\uff0c\u4f18\u5148\u8003\u8651\u5177\u5907\u8d85\u7ebf\u7a0b\u6280\u672f\u3001\u4e3b\u98913.0GHz\u53ca\u4ee5\u4e0a\u7684\u578b\u53f7\u3002\u8fd9\u4e9b\u7279\u6027\u80fd\u652f\u6491\u670d\u52a1\u5668\u5728\u5de5\u4f5c\u8d1f\u8f7d\u589e\u957f\u65f6\u627f\u63a5\u66f4\u591a\u4efb\u52a1\uff0c\u540c\u65f6\u8981\u786e\u4fddCPU\u53ef\u914d\u5408\u65b0\u589eGPU\u4e0e\u5185\u5b58\u5b8c\u6210\u6269\u5bb9\uff0c\u4ece\u6839\u6e90\u89c4\u907f\u6027\u80fd\u74f6\u9888\uff0c\u4fdd\u969c\u7cfb\u7edf\u9ad8\u6548\u8fd0\u884c\u3002<\/p>\n \n \u4e3b\u98913.0GHz\u53ca\u4ee5\u4e0a<\/li>\n \u652f\u6301\u8d85\u7ebf\u7a0b\u6280\u672f<\/li>\n \u652f\u6301\u9ad8\u901f\u5185\u5b58\uff08DDR4\/DDR5\uff09<\/li>\n \u642d\u8f7d\u9ad8\u7ea7\u6307\u4ee4\u96c6<\/li>\n<\/ul>\n 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\u5e38\u89c1\u95ee\u9898<\/strong><\/h2>\n AI\u670d\u52a1\u5668\u4e2dCPU\u7684\u6838\u5fc3\u4ef7\u503c\u4f53\u73b0\u5728\u54ea\u91cc\uff1f<\/h3>\n \u5728AI\u670d\u52a1\u5668\u4e2d\uff0cCPU\u627f\u62c5\u8c03\u5ea6\u7f16\u6392\u3001\u6570\u636e\u4f20\u8f93\u3001\u4efb\u52a1\u5206\u914d\u7684\u6838\u5fc3\u804c\u8d23\uff0c\u53ef\u9632\u63a7\u6027\u80fd\u74f6\u9888\uff0c\u4fdd\u969c\u670d\u52a1\u5668\u9ad8\u6548\u8fd0\u884c\u3002\u540c\u65f6CPU\u8d1f\u8d23\u6570\u636e\u9884\u5904\u7406\u4e0e\u7cfb\u7edf\u7ba1\u63a7\uff0c\u662fAI\u6027\u80fd\u8868\u73b0\u7684\u91cd\u8981\u652f\u6491\u3002<\/p>\n \u5982\u4f55\u4e3aAI\u670d\u52a1\u5668\u9009\u914d\u5408\u9002\u7684CPU\uff1f<\/h3>\n 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