\u7de8\u6392\u8abf\u5ea6\u8207\u4efb\u52d9\u7ba1\u7406<\/h3>\n

CPU\u7d71\u7c4cAI\u4f3a\u670d\u5668\u7684\u6240\u6709\u5143\u4ef6\uff0c\u662f\u5176\u6838\u5fc3\u50f9\u503c\u7684\u76f4\u63a5\u9ad4\u73fe\u3002\u505a\u70ba\u4e2d\u592e\u8655\u7406\u55ae\u5143\uff0cCPU\u7d71\u7ba1\u904b\u7b97\u3001\u5132\u5b58\u8207\u7db2\u8def\u8cc7\u6e90\uff0c\u8ca0\u8cac\u4efb\u52d9\u5206\u914d\u3001\u512a\u5148\u9806\u5e8f\u7ba1\u63a7\uff0c\u78ba\u4fdd\u71df\u904b\u9806\u66a2\u904b\u884c\u3002AI\u5de5\u4f5c\u8ca0\u8f09\u9700\u8981\u6301\u7e8c\u7684\u8cc7\u6e90\u5354\u540c\uff0c\u4e00\u65e6\u904b\u7b97\u505c\u6eef\u6216\u7db2\u8def\u5ef6\u9072\uff0c\u6a21\u578b\u904b\u4f5c\u6548\u7387\u5c31\u6703\u4e0b\u964d\uff0c\u9032\u800c\u5f71\u97ff\u5ef6\u9072\u8868\u73fe\u8207\u670d\u52d9\u53ef\u9760\u6027\u3002<\/p>\n

\n
• AI\u5de5\u4f5c\u8ca0\u8f09\u5c0d\u8cc7\u6e90\u5354\u540c\u5ea6\u8981\u6c42\u6975\u9ad8<\/li>\n
• \u904b\u7b97\u80fd\u529b\u4e0d\u8db3\u6216\u7db2\u8def\u5ef6\u9072\u6703\u964d\u4f4e\u56de\u61c9\u901f\u5ea6<\/li>\n
• CPU\u53ef\u9810\u9632\u65b0\u578b\u6545\u969c\u98a8\u96aa\uff0c\u78ba\u4fdd\u8f38\u51fa\u7d50\u679c\u7cbe\u6e96<\/li>\n<\/ul>\n

  \u8cc7\u6599\u8655\u7406\u8207\u9810\u8655\u7406<\/h3>\n

  \u8cc7\u6599\u8655\u7406\u8207\u9810\u8655\u7406\u4f5c\u696d\u7686\u7531CPU\u8ca0\u8cac\u3002CPU\u64c5\u9577\u8655\u7406\u5404\u7a2e\u901a\u7528\u904b\u7b97\uff0c\u4f8b\u5982\u78c1\u789f\u8b80\u53d6\u3001\u65e5\u8a8c\u5f59\u6574\u7b49\uff0c\u5728\u8cc7\u6599\u9001\u5165GPU\u4e4b\u524d\u5b8c\u6210\u9810\u8655\u7406\u6b65\u9a5f\uff0c\u9019\u4e00\u74b0\u7bc0\u5c0dAI\u6574\u9ad4\u6548\u80fd\u81f3\u95dc\u91cd\u8981\u3002
  \n\u4f60\u53ef\u900f\u904eCPU\u7684\u591a\u6838\u5fc3\u5be6\u73fe\u5e73\u884c\u8655\u7406\uff0c\u540c\u6642\u7ba1\u63a7\u5927\u91cf\u5c0f\u578b\u4efb\u52d9\uff0c\u5feb\u901f\u5b8c\u6210\u4e0a\u4e0b\u6587\u5207\u63db\u8207\u8907\u96dc\u8cc7\u6599\u8655\u7406\u3002\u9ad8\u6548\u7387\u7684\u8cc7\u6599\u9810\u8655\u7406\u80fd\u529b\uff0c\u6b63\u662fCPU\u6838\u5fc3\u50f9\u503c\u7684\u91cd\u8981\u9ad4\u73fe\u3002<\/p>\n

  \n
  • CPU\u8ca0\u8cac\u5404\u985e\u901a\u7528\u904b\u7b97\u4efb\u52d9<\/li>\n
  • \u591a\u6838\u5fc3\u652f\u63f4\u5c0f\u578b\u4efb\u52d9\u5e73\u884c\u8655\u7406<\/li>\n
  • \u4e0a\u4e0b\u6587\u5207\u63db\u8207\u8cc7\u6599\u8655\u7406\u662fCPU\u7684\u6838\u5fc3\u512a\u52e2<\/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\u52d9\u8655\u7406<\/td>\n	\u91dd\u5c0d\u6d77\u91cf\u8cc7\u6599\u8655\u7406\u6700\u4f73\u5316<\/td>\n<\/tr>\n
    \u983b\u5bec<\/td>\n	\u983b\u5bec\u76f8\u5c0d\u8f03\u4f4e<\/td>\n	\u9ad8\u8a18\u61b6\u9ad4\u983b\u5bec<\/td>\n<\/tr>\n
    \u4efb\u52d9\u6548\u7387<\/td>\n	\u64c5\u9577\u5e8f\u5217\u4efb\u52d9\uff0cAI\u5834\u666f\u6548\u7387\u8f03\u4f4e<\/td>\n	\u5e73\u884c\u8655\u7406\uff0cAI\u5834\u666f\u9069\u914d\u6548\u7387\u66f4\u4f73<\/td>\n<\/tr>\n
    \u80fd\u8017\u8868\u73fe<\/td>\n	\u8655\u7406\u8907\u96dc\u4efb\u52d9\u6642\u80fd\u8017\u8f03\u9ad8<\/td>\n	\u900f\u904e\u5e73\u884c\u67b6\u69cb\u52a0\u6301\uff0c\u6574\u9ad4\u80fd\u8017\u66f4\u4f4e<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n \u9810\u9632\u6548\u80fd\u74f6\u9838<\/h3>\n \u914d\u7f6e\u5408\u9069\u7684CPU\u8cc7\u6e90\u53ef\u6709\u6548\u9810\u9632\u6548\u80fd\u74f6\u9838\u3002CPU\u904b\u7b97\u80fd\u529b\u4e0d\u8db3\u6703\u5c0e\u81f4\u4efb\u52d9\u5ef6\u9072\uff0c\u9020\u6210GPU\u7a7a\u8f49\u6d6a\u8cbb\u3002\u9019\u9805\u554f\u984c\u5728\u52d5\u614b\u63a8\u8ad6\u5de5\u4f5c\u8ca0\u8f09\u4e2d\u5c24\u70ba\u660e\u986f\uff1a\u983b\u7e41\u7684\u5de5\u5177\u547c\u53eb\u9700\u8981CPU\u8655\u7406\uff0c\u591a\u6a21\u614b\u8f38\u5165\u7684\u5c3a\u5bf8\u8abf\u6574\u3001\u6b63\u898f\u5316\u7b49\u904b\u7b97\uff0c\u6703\u5728GPU\u63a8\u8ad6\u524d\u52a0\u91cdCPU\u8ca0\u8f09\uff1b\u9577\u4e0a\u4e0b\u6587\u63a8\u8ad6\u5834\u666f\u4e0b\uff0c\u5206\u8a5e\u8655\u7406\u6703\u5e36\u4f86\u986f\u8457\u5ef6\u9072\uff1b\u6295\u6a5f\u89e3\u78bc\u6a5f\u5236\u4e5f\u6703\u984d\u5916\u589e\u52a0CPU\u7684\u9a57\u8b49\u8207\u7ba1\u63a7\u5de5\u4f5c\u91cf\u3002<\/p>\n \u4e0d\u96e3\u767c\u73fe\uff0cGPU\u904b\u7b97\u898f\u6a21\u8d8a\u5927\uff0cCPU\u7684\u6392\u7a0b\u5354\u8abf\u89d2\u8272\u5c31\u8d8a\u95dc\u9375\u3002\u552f\u6709\u505a\u597d\u74f6\u9838\u9810\u9632\uff0c\u624d\u80fd\u78ba\u4fddAI\u4f3a\u670d\u5668\u7684\u9ad8\u6548\u904b\u4f5c\u3002<\/p><\/blockquote>\n \n\n\n\n<\/colgroup>\n\n\n\n\n\n\n\n \u74f6\u9838\u985e\u578b<\/th>\n \u8aaa\u660e<\/th>\n<\/tr>\n \u52d5\u614b\u63a8\u8ad6\u5de5\u4f5c\u8ca0\u8f09<\/td>\n \u983b\u7e41\u7684\u5de5\u5177\u547c\u53eb\u9700CPU\u8655\u7406\uff0c\u6613\u9020\u6210GPU\u9592\u7f6e\u7b49\u5f85<\/td>\n<\/tr>\n \u591a\u6a21\u614b\u8f38\u5165\u8655\u7406<\/td>\n GPU\u63a8\u8ad6\u524d\u7684\u5c3a\u5bf8\u8abf\u6574\u3001\u6b63\u898f\u5316\u7b49CPU\u5bc6\u96c6\u578b\u4efb\u52d9\uff0c\u6703\u52a0\u91cdCPU\u8ca0\u8f09<\/td>\n<\/tr>\n \u5206\u8a5e\u8655\u7406\u5ef6\u9072<\/td>\n \u9577\u4e0a\u4e0b\u6587\u63a8\u8ad6\u7684token\u5e8f\u5217\u904e\u9577\uff0c\u55ae\u4e00\u8acb\u6c42\u5360\u7528CPU\u7684\u6642\u9593\u986f\u8457\u589e\u52a0<\/td>\n<\/tr>\n \u6295\u6a5f\u89e3\u78bc\u984d\u5916\u8ca0\u8377<\/td>\n \u6295\u6a5f\u89e3\u78bc\u904e\u7a0b\u4e2d\uff0c\u9a57\u8b49\u8207\u7ba1\u63a7\u74b0\u7bc0\u5e36\u4f86\u984d\u5916CPU\u8ca0\u64d4<\/td>\n<\/tr>\n \u591aGPU\u90e8\u7f72\u7684\u6392\u7a0b\u8ca0\u8377<\/td>\n GPU\u904b\u7b97\u898f\u6a21\u64f4\u5927\u5f8c\uff0cCPU\u6392\u7a0b\u5354\u8abf\u7684\u5360\u6bd4\u96a8\u4e4b\u63d0\u5347\uff0c\u74f6\u9838\u6548\u61c9\u66f4\u70ba\u986f\u8457<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n \u7522\u696d\u57fa\u6e96\u6e2c\u8a66\u4e5f\u9a57\u8b49\u4e86CPU\u5728AI\u5de5\u4f5c\u8ca0\u8f09\u4e2d\u7684\u91cd\u8981\u6027\u3002MLPerf Inference\u7528\u65bc\u8a55\u6e2c\u63a8\u8ad6\u6548\u80fd\uff1bEEMBC MLMark\u805a\u7126\u908a\u7de3\u88dd\u7f6e\u7684\u6548\u80fd\u8207\u80fd\u6e90\u6548\u7387\uff1bAI-Benchmark\u6e2c\u8a66\u884c\u52d5\u8655\u7406\u5668\u7684AI\u80fd\u529b\uff1bAIXPRT\u8a55\u6e2c\u4e0d\u540c\u786c\u9ad4\u7684AI\u63a8\u8ad6\u8868\u73fe\uff1bTensorflow Lite Micro\u5247\u91dd\u5c0d\u8d85\u4f4e\u529f\u8017\u5fae\u63a7\u5236\u5668\u9032\u884c\u57fa\u6e96\u6e2c\u8a66\u3002<\/p>\n \n\n\n\n<\/colgroup>\n\n\n\n\n\n\n\n \u57fa\u6e96\u6e2c\u8a66\u6846\u67b6<\/th>\n \u6838\u5fc3\u6e2c\u8a66\u9762\u5411<\/th>\n<\/tr>\n MLPerf Inference<\/td>\n \u591a\u5834\u666f\u4e0b\u7684\u63a8\u8ad6\u6548\u80fd\u8a55\u6e2c<\/td>\n<\/tr>\n EEMBC MLMark<\/td>\n \u908a\u7de3\u88dd\u7f6e\u7684\u6548\u80fd\u8207\u80fd\u6e90\u6548\u7387\u8868\u73fe<\/td>\n<\/tr>\n AI-Benchmark<\/td>\n \u884c\u52d5\u8655\u7406\u5668\u7684AI\u80fd\u529b\u6e2c\u8a66<\/td>\n<\/tr>\n AIXPRT<\/td>\n \u8de8\u786c\u9ad4\u5e73\u53f0\u7684AI\u63a8\u8ad6\u6548\u80fd<\/td>\n<\/tr>\n Tensorflow Lite Micro<\/td>\n \u8d85\u4f4e\u529f\u8017\u5fae\u63a7\u5236\u5668\u57fa\u6e96\u6e2c\u8a66<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n \u9818\u5148AI\u4f01\u696d\u7686\u9ad8\u5ea6\u91cd\u8996CPU\u7684\u6548\u80fd\u3001\u6563\u71b1\u8207\u6a21\u7d44\u5316\u8a2d\u8a08\u3002\u958b\u653e\u67b6\u69cb\u53ef\u964d\u4f4e\u5ee0\u5546\u7d81\u5b9a\u98a8\u96aa\uff0c\u5347\u7d1a\u64f4\u5bb9\u4e5f\u66f4\u70ba\u4fbf\u5229\u3002\u8207NVIDIA\u3001AMD\u7b49\u6676\u7247\u5927\u5ee0\u7684\u5408\u4f5c\uff0c\u53ef\u5354\u52a9\u5efa\u7f6e\u66f4\u5148\u9032\u7684\u4f3a\u670d\u5668\u89e3\u6c7a\u65b9\u6848\u3002<\/p>\n AI\u4f3a\u670d\u5668\u4e2dCPU\u8207GPU\u7684\u89d2\u8272\u5206\u5de5<\/strong><\/h2>\n \u529f\u80fd\u5dee\u7570<\/h3>\n \u9700\u660e\u78ba\u5169\u7a2e\u8655\u7406\u5668\u5728\u4f3a\u670d\u5668\u4e2d\u7684\u5b9a\u4f4d\u5dee\u7570\uff1aCPU\u8ca0\u8cac\u901a\u7528\u4efb\u52d9\uff0c\u64c5\u9577\u5e8f\u5217\u8655\u7406\uff0c\u627f\u64d4\u908f\u8f2f\u63a7\u5236\u8207\u7cfb\u7d71\u7ba1\u7406\u5de5\u4f5c\uff1bGPU\u5247\u5c08\u70ba\u5e73\u884c\u904b\u7b97\u8a2d\u8a08\uff0c\u53ef\u540c\u6642\u57f7\u884c\u6578\u5343\u6b21\u7c21\u55ae\u904b\u7b97\uff0c\u5b8c\u7f8e\u9069\u914d\u6df1\u5ea6\u5b78\u7fd2\u8207\u6d77\u91cf\u8cc7\u6599\u8655\u7406\u5834\u666f\u3002\u73fe\u4ee3GPU\u9084\u642d\u8f09\u5c08\u7528\u904b\u7b97\u6838\u5fc3\uff0c\u53ef\u91dd\u5c0d\u6027\u63d0\u5347\u7279\u5b9aAI\u4efb\u52d9\u7684\u6548\u80fd\uff1b\u540c\u6642GPU\u7684\u9ad8\u8a18\u61b6\u9ad4\u983b\u5bec\u652f\u63f4\u9ad8\u901f\u8cc7\u6599\u50b3\u8f38\uff0c\u662f\u5927\u578b\u6a21\u578b\u8a13\u7df4\u7684\u6838\u5fc3\u95dc\u9375\u3002<\/p>\n \n CPU\u91dd\u5c0d\u901a\u7528\u4efb\u52d9\u8a2d\u8a08\uff0c\u64c5\u9577\u5e8f\u5217\u8655\u7406<\/li>\n GPU\u91dd\u5c0d\u5e73\u884c\u904b\u7b97\u6700\u4f73\u5316\uff0c\u9069\u914d\u6df1\u5ea6\u5b78\u7fd2\u7b49\u904b\u7b97\u5bc6\u96c6\u578b\u4efb\u52d9<\/li>\n GPU\u53ef\u540c\u6642\u57f7\u884c\u6d77\u91cf\u7c21\u55ae\u904b\u7b97<\/li>\n GPU\u7684\u9ad8\u8a18\u61b6\u9ad4\u983b\u5bec\u652f\u63f4\u66f4\u5feb\u7684\u8cc7\u6599\u50b3\u8f38\u901f\u7387<\/li>\n \u73fe\u4ee3GPU\u7684\u5c08\u7528\u6838\u5fc3\u53ef\u63d0\u5347\u7279\u5b9aAI\u4efb\u52d9\u7684\u904b\u4f5c\u6548\u80fd<\/li>\n<\/ul>\n \u5354\u540c\u904b\u4f5c\uff0c\u91cb\u653e\u6700\u4f73\u6548\u80fd<\/h3>\n CPU\u8207GPU\u5354\u540c\u904b\u4f5c\u624d\u80fd\u767c\u63ee\u6700\u4f73\u6548\u80fd\u3002CPU\u8ca0\u8cac\u7cfb\u7d71\u7ba1\u63a7\u3001\u4efb\u52d9\u5206\u914d\u8207\u8cc7\u6599\u9810\u8655\u7406\uff0cGPU\u5247\u9ad8\u6548\u7387\u5b8c\u6210\u8cc7\u6599\u904b\u7b97\uff0c\u5169\u8005\u642d\u914d\u53ef\u8b93\u4f3a\u670d\u5668\u6548\u80fd\u9054\u5230\u5dd4\u5cf0\u3002\u9ad8\u968e\u4f3a\u670d\u5668\u666e\u904d\u5177\u5099\u9ad8\u6838\u5fc3\u6578\u3001\u512a\u7570\u8a18\u61b6\u9ad4\u983b\u5bec\u8207\u9ad8\u901f\u6307\u4ee4\u9031\u671f\uff0c\u80fd\u5920\u78ba\u4fdd\u8a18\u61b6\u9ad4\u53d7\u9650\u578b\u5de5\u4f5c\u8ca0\u8f09\u8207\u5373\u6642\u5206\u6790\u4f5c\u696d\u7684\u541e\u5410\u91cf\u3002<\/p>\n \u908a\u7de3\u8207\u8cc7\u6599\u4e2d\u5fc3\u7684\u80fd\u6e90\u6548\u7387\u8868\u73fe<\/h3>\n \u7121\u8ad6\u662f\u908a\u7de3\u5834\u666f\u9084\u662f\u8cc7\u6599\u4e2d\u5fc3\uff0cCPU\u8207GPU\u7684\u5354\u540c\u90fd\u80fd\u5e36\u4f86\u80fd\u6e90\u6548\u7387\u589e\u76ca\u3002\u5927\u578b\u6a21\u578b\u8a13\u7df4\u9700\u8981\u6578\u5343\u9846GPU\u8207CPU\u5354\u540c\u904b\u4f5c\uff0c\u9577\u9031\u671f\u8a13\u7df4\u6703\u6d88\u8017\u5927\u91cf\u96fb\u529b\u3002\u4f46GPU\u52a0\u901f\u7cfb\u7d71\u57f7\u884c\u63a8\u8ad6\u4efb\u52d9\u7684\u80fd\u8017\uff0c\u50c5\u70ba\u7d14CPU\u65b9\u6848\u76841\/8\u81f31\/3\uff0c\u80fd\u6e90\u6548\u7387\u63d0\u5347\u53ef\u964d\u4f4e\u71df\u904b\u6210\u672c\u8207\u78b3\u6392\u653e\u3002\u898f\u6a21\u5316\u90e8\u7f72\u5f8c\uff0c\u53ef\u7bc0\u7701\u6578\u5146\u74e6\u96fb\u529b\uff0c\u986f\u8457\u5f71\u97ff\u96fb\u8cbb\u652f\u51fa\u3001\u6563\u71b1\u9700\u6c42\u8207\u74b0\u5883\u885d\u64ca\u3002<\/p>\n \u5c0f\u63d0\u9192\uff1a\u6700\u4f73\u5316\u786c\u9ad4\u914d\u7f6e\uff0c\u53ef\u5728AI\u4f3a\u670d\u5668\u90e8\u7f72\u4e2d\u6700\u5927\u5316\u9054\u6210\u7bc0\u80fd\u589e\u6548\u3002<\/p><\/blockquote>\n AI\u4f3a\u670d\u5668CPU\u7684\u6838\u5fc3\u9078\u578b\u6307\u6a19<\/strong><\/h2>\n \u6838\u5fc3\u6578\u91cf\u8207\u591a\u57f7\u884c\u7dd2\u80fd\u529b<\/h3>\n \u9078\u64c7\u9ad8\u6838\u5fc3\u6578\u3001\u512a\u7570\u591a\u57f7\u884c\u7dd2\u80fd\u529b\u7684CPU\uff0c\u53ef\u986f\u8457\u63d0\u5347\u4f3a\u670d\u5668\u6548\u80fd\u3002\u6838\u5fc3\u6578\u91cf\u8d8a\u591a\uff0c\u4f3a\u670d\u5668\u540c\u6642\u8655\u7406\u591a\u4efb\u52d9\u7684\u80fd\u529b\u8d8a\u5f37\uff1b\u57f7\u884c\u7dd2\u5247\u80fd\u8b93\u6bcf\u500b\u6838\u5fc3\u7dad\u6301\u6eff\u8f09\u904b\u4f5c\uff0c\u63d0\u5347\u541e\u5410\u91cf\u3001\u6e1b\u5c11\u9592\u7f6e\u6642\u9593\u3002<\/p>\n \n \u6838\u5fc3\u6578\u8d8a\u591a\uff0c\u591a\u4efb\u52d9\u8655\u7406\u8207\u61c9\u7528\u7a0b\u5f0f\u904b\u4f5c\u8868\u73fe\u8d8a\u4f73<\/li>\n \u591a\u57f7\u884c\u7dd2\u8b93\u6838\u5fc3\u6301\u7e8c\u8655\u7406\u4e0d\u540c\u4efb\u52d9\uff0c\u63d0\u5347\u4f3a\u670d\u5668\u541e\u5410\u91cf<\/li>\n \u6838\u5fc3\u627f\u64d4\u4e3b\u8981\u904b\u7b97\u5de5\u4f5c\uff0c\u57f7\u884c\u7dd2\u5247\u78ba\u4fdd\u6838\u5fc3\u7684\u9ad8\u6548\u7387\u904b\u7528<\/li>\n<\/ul>\n \u591a\u6838\u5fc3CPU\u7684\u6280\u8853\u6f14\u9032\uff0c\u4e5f\u6539\u8b8a\u4e86\u6548\u80fd\u8a55\u4f30\u7684\u6a19\u6e96\u3002\u9078\u578b\u4e0d\u80fd\u53ea\u770b\u6838\u5fc3\u6578\u91cf\uff0c\u9084\u9700\u642d\u914d\u67b6\u69cb\u8207\u5de5\u4f5c\u8ca0\u8f09\u7684\u9069\u914d\u5ea6\uff0c\u4ee5\u53ca\u55ae\u6838\u5fc3\u7684\u904b\u4f5c\u6548\u7387\u3002\u80fd\u6e90\u6548\u7387\u6bd4\uff08\u6bcf\u74e6\u6548\u80fd\uff09\u540c\u6a23\u95dc\u9375\uff0c\u5c24\u5176\u662f\u57f7\u884c\u5927\u578b\u6a21\u578b\u7684\u5834\u666f\u3002<\/p>\n \u5c0f\u63d0\u9192\uff1a\u9078\u64c7\u8207\u81ea\u8eab\u5de5\u4f5c\u8ca0\u8f09\u5339\u914d\u7684CPU\u3002\u82f1\u7279\u723e\u81f3\u5f37\uff08Intel Xeon\uff09\u3001AMD EPYC\u7b49\u9ad8\u968e\u8655\u7406\u5668\uff0c\u53ef\u5354\u52a9\u9054\u6210\u6700\u4f73\u71df\u904b\u6548\u679c\u3002<\/p><\/blockquote>\n \u8a18\u61b6\u9ad4\u983b\u5bec<\/h3>\n \u8a18\u61b6\u9ad4\u983b\u5bec\u6c7a\u5b9a\u4e86CPU\u8207\u8a18\u61b6\u9ad4\u4e4b\u9593\u7684\u8cc7\u6599\u50b3\u8f38\u901f\u5ea6\u3002\u9ad8\u8a18\u61b6\u9ad4\u983b\u5bec\u652f\u63f4\u4f3a\u670d\u5668\u7121\u5ef6\u9072\u8655\u7406\u6d77\u91cf\u8cc7\u6599\u96c6\u3002\u57f7\u884cAI\u5de5\u4f5c\u8ca0\u8f09\u901a\u5e38\u9700\u8981\u66f4\u5927\u7684\u8a18\u61b6\u9ad4\u5bb9\u91cf\uff0c\u7d14CPU\u65b9\u6848\u66f4\u662f\u5982\u6b64\u3002\u8a18\u61b6\u9ad4\u5bb9\u91cf\u5927\u5c0f\u8207CPU\u7684\u8a18\u61b6\u9ad4\u5b58\u53d6\u901f\u5ea6\uff0c\u76f4\u63a5\u6c7a\u5b9a\u4e86\u4f3a\u670d\u5668\u7684\u6548\u80fd\u4e0a\u9650\u3002 \n\u70baAI\u4f3a\u670d\u5668\u9078\u578bCPU\u6642\uff0c\u9700\u91cd\u9ede\u78ba\u8a8d\u8a18\u61b6\u9ad4\u914d\u7f6e\u8207\u983b\u5bec\u53c3\u6578\uff0c\u78ba\u4fdd\u6a21\u578b\u5e73\u7a69\u9ad8\u6548\u904b\u4f5c\u3002<\/p>\n \u6307\u4ee4\u96c6<\/h3>\n \u6307\u4ee4\u96c6\u5c0dAI\u5de5\u4f5c\u8ca0\u8f09\u7684\u52a0\u901f\u6548\u679c\u5341\u5206\u986f\u8457\u3002\u5c08\u7528\u6307\u4ee4\u96c6\u53ef\u8b93CPU\u66f4\u5feb\u57f7\u884c\u8907\u96dc\u904b\u7b97\uff0c\u652f\u63f4\u77e9\u9663\u4e58\u6cd5\u3001\u6a5f\u5668\u5b78\u7fd2\u4efb\u52d9\u7684\u65b0\u578b\u6307\u4ee4\u96c6\u64f4\u5145\uff0c\u80fd\u5e36\u4f86\u660e\u986f\u7684\u6548\u80fd\u589e\u76ca\u3002 \n\u5efa\u8b70\u9078\u64c7\u652f\u63f4\u76f8\u95dc\u5c08\u7528\u6307\u4ee4\u96c6\u7684CPU\uff0c\u6700\u5927\u5316\u63d0\u5347AI\u4f3a\u670d\u5668\u7684\u6548\u80fd\u8207\u80fd\u6e90\u6548\u7387\u3002<\/p>\n CPU\u5728AI\u9818\u57df\u7684\u5be6\u969b\u61c9\u7528\u5834\u666f<\/strong><\/h2>\n \u8cc7\u6599\u7ba1\u7dda\u7ba1\u7406<\/h3>\n AI\u7cfb\u7d71\u7684\u8907\u96dc\u8cc7\u6599\u7ba1\u7dda\uff0c\u4f9d\u8cf4\u5f37\u5927\u7684\u6392\u7a0b\u80fd\u529b\u9032\u884c\u7ba1\u7406\u3002\u73fe\u4eca\u667a\u6167\u4ee3\u7406AI\u6a21\u578b\uff0c\u9700\u8981\u8655\u7406\u5668\u652f\u6490\u591a\u6b65\u9a5f\u5de5\u4f5c\u6d41\u7a0b\uff0c\u5354\u8abf\u4e0d\u540c\u667a\u6167\u4ee3\u7406\u4e4b\u9593\u7684\u4e92\u52d5\u3002\u9078\u914d\u5408\u9069\u7684\u8655\u7406\u5668\uff0c\u53ef\u63d0\u5347\u8cc7\u6599\u50b3\u8f38\u8207\u9810\u8655\u7406\u6548\u7387\u3002\u6700\u65b0\u6848\u4f8b\u986f\u793a\uff0c\u82f1\u7279\u723e\u81f3\u5f37\u3001AMD EPYC\u7b49\u9ad8\u968e\u8655\u7406\u5668\uff0c\u5728\u6df1\u5ea6\u5b78\u7fd2\u8207\u751f\u6210\u5f0fAI\u6a21\u578b\u4e2d\u8868\u73fe\u512a\u7570\uff0c\u5c24\u5176\u64c5\u9577\u4efb\u52d9\u6392\u7a0b\u8207\u5927\u898f\u6a21\u63a8\u8ad6\u547c\u53eb\u7ba1\u63a7\u3002<\/p>\n \u5099\u8a3b\uff1a\u667a\u6167\u4ee3\u7406AI\u7684\u8208\u8d77\uff0c\u5c0d\u8655\u7406\u5668\u7684\u8907\u96dc\u6c7a\u7b56\u80fd\u529b\u3001\u591a\u4ee3\u7406\u6e9d\u901a\u5354\u8abf\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\u865f<\/th>\n \u6548\u80fd\u8868\u73fe<\/th>\n \u9069\u914dAI\u5834\u666f<\/th>\n<\/tr>\n \u82f1\u7279\u723e\u81f3\u5f37\uff08Intel Xeon\uff09<\/td>\n \u6df1\u5ea6\u5b78\u7fd2\u8207\u751f\u6210\u5f0fAI\u6a21\u578b\u8868\u73fe\u512a\u7570<\/td>\n \u9ad8\u8907\u96dc\u5ea6\u5de5\u4f5c\u8ca0\u8f09<\/td>\n<\/tr>\n AMD EPYC<\/td>\n AI\u61c9\u7528\u529f\u80fd\u7279\u6027\u7a81\u51fa<\/td>\n \u5168\u5834\u666f\u5747\u8861\u6548\u80fd<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n \u63a8\u8ad6\u8207\u90e8\u7f72<\/h3>\n AI\u6a21\u578b\u90e8\u7f72\u6db5\u84cb\u5373\u6642\u4efb\u52d9\u8207\u6279\u6b21\u8655\u7406\u5169\u5927\u5834\u666f\uff0c\u8655\u7406\u5668\u5728\u5169\u8005\u4e2d\u7686\u626e\u6f14\u95dc\u9375\u89d2\u8272\u3002\u5e8f\u5217\u8655\u7406\u8207\u8cc7\u6599\u5354\u8abf\u5834\u666f\u4e0b\uff0cCPU\u53ef\u78ba\u4fdd\u56de\u61c9\u901f\u5ea6\u8207\u6210\u672c\u6548\u76ca\u3002\u9ad8\u541e\u5410\u91cf\u63a8\u8ad6\u5834\u666f\uff0c\u5247\u66f4\u4f9d\u8cf4\u5e73\u884c\u904b\u7b97\u80fd\u529b\u3002 \n\u4e0b\u8868\u6bd4\u8f03\u4e86\u5169\u7a2e\u8655\u7406\u5668\u5728\u63a8\u8ad6\u90e8\u7f72\u4e2d\u7684\u89d2\u8272\u5dee\u7570\uff1a<\/p>\n \n\n\n\n\n<\/colgroup>\n\n\n\n\n\n\n\n \u7dad\u5ea6<\/th>\n CPU\u89d2\u8272<\/th>\n GPU\u89d2\u8272<\/th>\n<\/tr>\n \u8655\u7406\u985e\u578b<\/td>\n \u64c5\u9577\u5e8f\u5217\u8655\u7406<\/td>\n \u4e3b\u5c0e\u5e73\u884c\u904b\u7b97<\/td>\n<\/tr>\n \u8cc7\u6599\u8655\u7406<\/td>\n \u8ca0\u8cac\u8cc7\u6599\u9810\u8655\u7406\u8207\u6d41\u7a0b\u5354\u8abf<\/td>\n \u627f\u64d4\u5927\u898f\u6a21\u77e9\u9663\u904b\u7b97<\/td>\n<\/tr>\n \u9ad8\u541e\u5410\u91cf\u63a8\u8ad6<\/td>\n \u6279\u6b21\u8655\u7406\u6548\u7387\u8f03\u4f4e<\/td>\n \u6d77\u91cf\u8acb\u6c42\u8655\u7406\u80fd\u529b\u66f4\u5f37<\/td>\n<\/tr>\n \u4f4e\u5ef6\u9072\u63a8\u8ad6<\/td>\n \u56de\u61c9\u901f\u5ea6\u8207\u6210\u672c\u6548\u76ca\u66f4\u5177\u512a\u52e2<\/td>\n \u55ae\u4e00\u8acb\u6c42\u5834\u666f\u6613\u5f15\u5165\u984d\u5916\u5ef6\u9072<\/td>\n<\/tr>\n \u6548\u80fd\u7bc4\u4f8b<\/td>\n \u9ad8\u968eCPU\u53ef\u6eff\u8db3\u5373\u6642\u4efb\u52d9\u7684\u56de\u61c9\u9700\u6c42<\/td>\n \u9ad8\u968eGPU\u672c\u6a5f\u63a8\u8ad6\u7684token\u751f\u6210\u901f\u5ea6\u986f\u8457\u66f4\u5feb<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n \u5c0f\u63d0\u9192\uff1a\u4f9d\u64da\u5de5\u4f5c\u8ca0\u8f09\u9078\u578b\u8655\u7406\u5668\u3002\u5373\u6642\u63a8\u8ad6\u5834\u666f\u4e0b\uff0c\u9ad8\u968eCPU\u53ef\u5e36\u4f86\u66f4\u51fa\u8272\u7684\u56de\u61c9\u8868\u73fe\u3002<\/p><\/blockquote>\n \u7cfb\u7d71\u5b89\u5168<\/h3>\n \u642d\u8f09\u5177\u5099\u9032\u968e\u5b89\u5168\u529f\u80fd\u7684CPU\uff0c\u53ef\u70baAI\u57fa\u790e\u67b6\u69cb\u63d0\u4f9b\u5b89\u5168\u4fdd\u969c\u3002\u7121\u8ad6\u662f\u5167\u90e8\u90e8\u7f72\u9084\u662f\u96f2\u7aef\u74b0\u5883\uff0cCPU\u90fd\u80fd\u5728\u7ba1\u63a7\u5927\u898f\u6a21\u5de5\u4f5c\u8ca0\u8f09\u7684\u540c\u6642\uff0c\u78ba\u4fdd\u670d\u52d9\u7a69\u5b9a\u53ef\u9760\u3002<\/p>\n \n AI\u904b\u7b97\u5b89\u5168\u6a5f\u5236\u53ef\u78ba\u4fdd\u57fa\u790e\u67b6\u69cb\u8207\u8cc7\u6599\u5b8c\u6574\u6027<\/li>\n \u900f\u904e\u52a0\u5bc6\u6a5f\u5236\u8207\u5b8c\u5584\u7684\u5b58\u53d6\u7ba1\u63a7\u78ba\u4fdd\u7cfb\u7d71\u5b89\u5168<\/li>\n \u9ad8\u6548\u80fd\u8655\u7406\u5668\u652f\u63f4\u6df1\u5ea6\u5c01\u5305\u6aa2\u6e2c\u8207\u9032\u968e\u5a01\u8105\u9632\u8b77\uff0c\u9069\u7528\u65bc\u7db2\u8def\u5b89\u5168\u61c9\u7528<\/li>\n \u91ab\u7642AI\u667a\u6167\u4ee3\u7406\u53ef\u5b89\u5168\u5206\u6790\u75c5\u60a3\u8cc7\u6599\uff0c\u63d0\u5347\u8a3a\u65b7\u6e96\u78ba\u7387<\/li>\n \u80fd\u6e90\u9818\u57df\u7684\u667a\u6167\u96fb\u7db2\u6280\u8853\uff0c\u4f9d\u8cf4\u9ad8\u6548\u7387\u8655\u7406\u5668\u78ba\u4fdd\u71df\u904b\u7684\u53ef\u9760\u6027\u8207\u5b89\u5168\u6027<\/li>\n<\/ul>\n \u5b89\u5168\u5411\u4f86\u662f\u6838\u5fc3\u8981\u52d9\u3002\u5c07\u50b3\u7d71\u7db2\u8def\u5b89\u5168\u5be6\u52d9\u8207AI\u5c08\u5c6c\u9632\u8b77\u7b56\u7565\u7d50\u5408\uff0c\u53ef\u9032\u4e00\u6b65\u63d0\u5347\u9632\u8b77\u7b49\u7d1a\u3002<\/p><\/blockquote>\n \u5982\u4f55\u70baAI\u4f3a\u670d\u5668\u9078\u578bCPU<\/strong><\/h2>\n \u8207GPU\u904b\u7b97\u80fd\u529b\u5e73\u8861\u642d\u914d<\/h3>\n 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