\u89e3\u51b3\u9ad8\u6e29\u95ee\u9898\u7684\u7d27\u6025\u5904\u7f6e\u65b9\u6848<\/strong><\/h2>\n

\u9ad8\u5bc6\u5ea6\u8ba1\u7b97\u73af\u5883\u5728\u9ad8\u8d1f\u8f7d\u8fd0\u884c\u671f\u95f4\u6781\u6613\u51fa\u73b0\u6e29\u5ea6\u9aa4\u5347\u3002\u5fc5\u987b\u53ca\u65f6\u5904\u7406\u670d\u52a1\u5668\u9ad8\u6e29\u95ee\u9898\uff0c\u907f\u514d\u6301\u7eed\u9ad8\u6e29\u9020\u6210\u786c\u4ef6\u6c38\u4e45\u6027\u635f\u574f\u3002\u901a\u8fc7\u547d\u4ee4\u884c\u5de5\u5177\u4e0b\u8c03\u786c\u4ef6\u529f\u8017\u662f\u5feb\u901f\u5e94\u6025\u7684\u9996\u9009\u65b9\u6848\u3002\u60a8\u9700\u8981\u501f\u52a9\u76d1\u63a7\u624b\u6bb5\uff0c\u5c06\u786c\u4ef6\u8fd0\u884c\u6e29\u5ea6\u7a33\u5b9a\u63a7\u5236\u572880\u2103\uff08176\u2109\uff09\u4ee5\u5185\u3002\u7ef4\u630180\u2103\u4ee5\u4e0b\u8fd0\u884c\u6e29\u5ea6\uff0c\u80fd\u591f\u4fdd\u969c\u786c\u4ef6\u957f\u671f\u7a33\u5b9a\uff0c\u5728\u9ad8\u7b97\u529b\u4efb\u52a1\u671f\u95f4\u6301\u7eed\u53d1\u6325\u5b8c\u6574\u6027\u80fd\u3002<\/p>\n

\u901a\u8fc7NVIDIA-SMI\u9650\u5236\u529f\u8017\u4e0a\u9650<\/h3>\n

\u76f4\u63a5\u5728\u7cfb\u7edf\u7ec8\u7aef\u8c03\u6574\u786c\u4ef6\u529f\u8017\u4e0a\u9650\uff0c\u53ef\u4ee5\u5feb\u901f\u51cf\u5c11\u8bbe\u5907\u53d1\u70ed\u91cf\u3002NVIDIA\u4f01\u4e1a\u7ea7\u9a71\u52a8\u652f\u6301\u901a\u8fc7\u547d\u4ee4\u884c\u5de5\u5177\u4fee\u6539\u6700\u5927\u529f\u8017\u9650\u5236\uff0c\u65e0\u9700\u91cd\u542f\u670d\u52a1\u5668\u3002<\/p>\n

# \u5c06\u6700\u5927\u529f\u8017\u9650\u5236\u8bbe\u7f6e\u4e3a150\u74e6\r\nnvidia-smi -pl 150\r\n<\/code><\/pre>\n
\u6267\u884c\u529f\u8017\u7ba1\u7406\u547d\u4ee4\u540e\uff0c\u8bbe\u5907\u5b9e\u65f6\u529f\u8017\u4f1a\u7acb\u523b\u751f\u6548\uff1a<\/p>\n
\n
nvidia-smi -pl <N><\/code>\uff1a\u8bbe\u5b9aGPU\u5b9e\u65f6\u529f\u8017\u4e0a\u9650\uff0c\u5c06\u6700\u5927\u529f\u8017\u6570\u503c\u8bbe\u7f6e\u4e3aN\u3002<\/li>\n
nvidia-smi -pl 150<\/code>\uff1a\u6267\u884c\u529f\u8017\u9650\u5236\u914d\u7f6e\uff0c\u5c06\u76ee\u6807GPU\u529f\u8017\u4e0a\u9650\u9501\u5b9a\u81f3150.00\u74e6\u3002<\/li>\n<\/ul>\n
\u964d\u4f4e\u529f\u8017\u53ef\u5728\u6beb\u79d2\u7ea7\u6291\u5236\u591a\u4f59\u70ed\u91cf\u4ea7\u751f\u3002\u8fd9\u9879\u5feb\u901f\u8c03\u63a7\u624b\u6bb5\u53ef\u4ee5\u7a33\u5b9a\u786c\u4ef6\u72b6\u6001\uff0c\u7b49\u5f85\u673a\u623f\u57fa\u7840\u8bbe\u65bd\u6062\u590d\u96c6\u7fa4\u6574\u4f53\u6563\u70ed\u73af\u5883\u3002<\/p>\n
\u5b9e\u65bd\u52a8\u6001\u4efb\u52a1\u8d1f\u8f7d\u8c03\u63a7<\/h3>\n
\u8f6f\u4ef6\u5c42\u9762\u529f\u8017\u9650\u5236\u53ef\u4ee5\u5feb\u901f\u7f13\u89e3\u7a81\u53d1\u8fc7\u70ed\uff0c\u4f46\u6301\u7eed\u9ad8\u8d1f\u8f7d\u8fd0\u7b97\u4f1a\u5728\u6574\u673a\u67dc\u4e0d\u65ad\u7d2f\u79ef\u70ed\u91cf\u3002\u60a8\u9700\u8981\u5728\u6240\u6709\u8fd0\u884c\u670d\u52a1\u5668\u4e0a\u542f\u7528\u52a8\u6001\u4efb\u52a1\u8c03\u5ea6\uff0c\u5747\u8861\u5206\u914d\u7b97\u529b\u8d1f\u8f7d\u3002\u73b0\u4ee3\u5316\u96c6\u7fa4\u7ba1\u7406\u5e73\u53f0\u80fd\u591f\u81ea\u52a8\u76d1\u63a7\u8282\u70b9\u5065\u5eb7\u72b6\u6001\uff0c\u8bc6\u522b\u5c40\u90e8\u6e29\u5ea6\u5f02\u5e38\u3002\u60a8\u53ef\u4ee5\u7f16\u6392\u8c03\u5ea6\u811a\u672c\uff0c\u5f53\u786c\u4ef6\u6e29\u5ea6\u6025\u5267\u5347\u9ad8\u65f6\u6682\u505c\u975e\u6838\u5fc3\u6279\u91cf\u4efb\u52a1\u3002<\/p>\n
\u81ea\u52a8\u5316\u4efb\u52a1\u961f\u5217\u8c03\u5ea6\u5668\u4f1a\u5c06\u9ad8\u5bc6\u5ea6\u5f20\u91cf\u8fd0\u7b97\u8fc1\u79fb\u81f3\u6e29\u5ea6\u66f4\u4f4e\u7684\u5907\u7528\u8282\u70b9\u3002\u8fd9\u79cd\u667a\u80fd\u4efb\u52a1\u5206\u6d41\u80fd\u591f\u51cf\u8f7b\u5c40\u90e8\u8282\u70b9\u538b\u529b\uff0c\u8ba9\u70ed\u91cf\u5747\u5300\u5206\u6563\u5728\u6574\u4e2a\u57fa\u7840\u8bbe\u65bd\u3002\u9664\u6b64\u4e4b\u5916\uff0c\u52a8\u6001\u8d1f\u8f7d\u8c03\u63a7\u4f1a\u5728\u7b97\u529b\u5cf0\u503c\u9636\u6bb5\u5c0f\u5e45\u964d\u4f4e\u5904\u7406\u5668\u9891\u7387\u3002\u8f7b\u5fae\u964d\u9891\u53ef\u4ee5\u9632\u6b62\u670d\u52a1\u5668\u4e25\u91cd\u5b95\u673a\uff0c\u540c\u65f6\u7ed9\u673a\u7bb1\u98ce\u9053\u7559\u51fa\u5145\u8db3\u7684\u964d\u6e29\u7f13\u51b2\u65f6\u95f4\u3002<\/p>\n
\u8c03\u6574\u8f6f\u4ef6\u6e29\u63a7\u9608\u503c<\/h3>\n
\u786c\u4ef6\u63a7\u5236\u5668\u5185\u7f6e\u6e29\u63a7\u9608\u503c\uff0c\u7528\u4e8e\u4fdd\u62a4\u6838\u5fc3\u82af\u7247\u3002\u60a8\u53ef\u4ee5\u4fee\u6539\u8f6f\u4ef6\u6e29\u63a7\u53c2\u6570\uff0c\u63d0\u524d\u542f\u7528\u9632\u62a4\u673a\u5236\uff0c\u907f\u514d\u786c\u4ef6\u81ea\u52a8\u89e6\u53d1\u964d\u9891\u3002\u65b0\u7248\u9a71\u52a8\u7ba1\u7406\u7ec4\u4ef6\u652f\u6301\u8fd0\u7ef4\u4eba\u5458\u901a\u8fc7\u7ba1\u7406\u5de5\u5177\u4e0b\u8c03\u786c\u4ef6\u76ee\u6807\u8fd0\u884c\u6e29\u5ea6\u3002<\/p>\n
\u8c03\u4f4e\u8f6f\u4ef6\u6e29\u63a7\u9608\u503c\uff0c\u4f1a\u4fc3\u4f7f\u56fa\u4ef6\u63d0\u524d\u62c9\u9ad8\u98ce\u6247\u8f6c\u901f\uff0c\u81ea\u52a8\u8c03\u6574\u4f9b\u7535\u7b56\u7565\u3002<\/p>\n
\u8bbe\u7f6e\u4fdd\u5b88\u7684\u6e29\u5ea6\u4e0a\u9650\uff0c\u53ef\u4ee5\u8ba9\u6563\u70ed\u7cfb\u7edf\u5728\u6e29\u5ea6\u6025\u5267\u6500\u5347\u524d\u505a\u51fa\u53cd\u5e94\u3002\u7cfb\u7edf\u98ce\u6247\u4f1a\u5728\u673a\u7bb1\u5185\u90e8\u70ed\u91cf\u5806\u79ef\u4e4b\u524d\u5168\u901f\u8fd0\u8f6c\u3002\u8fd9\u5957\u9884\u9632\u6027\u8f6f\u4ef6\u914d\u7f6e\u80fd\u591f\u907f\u514d\u53cd\u590d\u51fa\u73b0\u70ed\u8282\u6d41\u5faa\u73af\uff0c\u4fdd\u969c\u4f01\u4e1a\u7ea7GPU\u5728\u6301\u7eed\u9ad8\u8d1f\u8f7d\u4e0b\u7a33\u5b9a\u8fd0\u884c\u3002\u60a8\u53ef\u4ee5\u7ed3\u5408\u547d\u4ee4\u884c\u529f\u8017\u9650\u5236\u3001\u52a8\u6001\u4efb\u52a1\u5206\u53d1\u3001\u81ea\u5b9a\u4e49\u6e29\u63a7\u9608\u503c\u642d\u5efa\u5b8c\u6574\u9632\u62a4\u65b9\u6848\u3002\u591a\u9879\u5e94\u6025\u624b\u6bb5\u7ec4\u5408\u4f7f\u7528\uff0c\u80fd\u591f\u6709\u6548\u4fdd\u62a4\u6602\u8d35\u670d\u52a1\u5668\u786c\u4ef6\uff0c\u9ad8\u6548\u89e3\u51b3\u4f01\u4e1a\u6570\u636e\u4e2d\u5fc3\u9ad8\u6e29\u95ee\u9898\u3002<\/p>\n
\u786c\u4ef6\u7ef4\u62a4\u4e0e\u98ce\u9053\u4f18\u5316<\/strong><\/h2>\n
\u505a\u597d\u786c\u4ef6\u7ef4\u62a4\u80fd\u591f\u7a33\u5b9a\u670d\u52a1\u5668\u5185\u90e8\u73af\u5883\uff0c\u907f\u514d\u5c40\u90e8\u70ed\u91cf\u805a\u96c6\u3002\u60a8\u9700\u8981\u4f18\u5316\u786c\u4ef6\u90e8\u7f72\u65b9\u5f0f\uff0c\u4fdd\u8bc1\u6bcf\u53f0\u673a\u7bb1\u62e5\u6709\u826f\u597d\u6563\u70ed\u6761\u4ef6\u3002<\/p>\n
\u4f18\u5316\u98ce\u9053\u5e03\u5c40\u4e0e\u98ce\u6247\u6563\u70ed\u7b56\u7565<\/h3>\n
\u9ad8\u5bc6\u5ea6\u4f01\u4e1a\u7ea7\u670d\u52a1\u5668\u9700\u8981\u901a\u7545\u7684\u524d\u540e\u76f4\u901a\u98ce\u9053\u3002\u6ee1\u8f7d\u5de5\u51b5\u4e0b\uff0c\u4e13\u4e1a\u7cfb\u7edf\u98ce\u6247\u529f\u8017\u7ea6400\u74e6\uff0c\u6301\u7eed\u5411\u5bc6\u96c6\u786c\u4ef6\u8f93\u9001\u51b7\u98ce\u3002\u60a8\u53ef\u4ee5\u501f\u52a9\u7cfb\u7edf\u529f\u8017\u57fa\u51c6\u6d4b\u8bd5\uff0c\u6838\u7b97\u6240\u9700\u98ce\u91cf\uff1a<\/p>\n
\n\n\n\n\n\n<\/colgroup>\n\n\n\n\n
GPU\u529f\u8017\u914d\u7f6e<\/th>\n
\u6574\u673a\u7cfb\u7edf\u8d1f\u8f7d<\/th>\n
\u6e29\u5dee20\u2109\u6240\u9700\u98ce\u91cf<\/th>\n
\u6e29\u5dee30\u2109\u6240\u9700\u98ce\u91cf<\/th>\n<\/tr>\n
450\u74e6GPU<\/td>\n
\u7ea65460\u74e6<\/td>\n
\u7ea6860\u7acb\u65b9\u82f1\u5c3a\/\u5206\u949f<\/td>\n
\u7ea6575\u7acb\u65b9\u82f1\u5c3a\/\u5206\u949f<\/td>\n<\/tr>\n
600\u74e6GPU<\/td>\n
\u7ea66730\u74e6<\/td>\n
\u7ea61065\u7acb\u65b9\u82f1\u5c3a\/\u5206\u949f<\/td>\n
\u7ea6710\u7acb\u65b9\u82f1\u5c3a\/\u5206\u949f<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n
\u5b9a\u671f\u7ef4\u62a4\u53ef\u4ee5\u4fdd\u8bc1\u98ce\u9053\u901a\u7545\u3002\u5fc5\u987b\u6e05\u7406\u673a\u7bb1\u5185\u90e8\u79ef\u5c18\u3002\u7070\u5c18\u4f1a\u589e\u5927\u70ed\u963b\uff0c\u5bfc\u81f4\u70ed\u91cf\u6de4\u79ef\u5728\u670d\u52a1\u5668\u786c\u4ef6\u5185\u90e8\u3002<\/p>\n
\u7ebf\u7f06\u89c4\u6574\u4e0e\u6d88\u9664\u673a\u7bb1\u98ce\u9053\u963b\u788d<\/h3>\n
\u5185\u90e8\u4f9b\u7535\u7ebf\u7f06\u6781\u6613\u963b\u6321\u8fdb\u98ce\u901a\u9053\u3002\u677e\u6563\u7ebf\u7f06\u4f1a\u5f62\u6210\u7a7a\u6c14\u6ede\u7559\u533a\uff0c\u5feb\u901f\u62ac\u5347\u673a\u7bb1\u6e29\u5ea6\u3002\u60a8\u9700\u8981\u4f7f\u7528\u624e\u5e26\u6216\u9b54\u672f\u8d34\u89c4\u6574\u5185\u90e8\u7ebf\u8def\u3002\u5c06\u7ebf\u7f06\u675f\u56fa\u5b9a\u5728\u673a\u7bb1\u4fa7\u58c1\uff0c\u4fdd\u8bc1\u4e3b\u98ce\u9053\u901a\u7545\u3002\u65e0\u906e\u6321\u98ce\u9053\u80fd\u591f\u8ba9\u673a\u7bb1\u98ce\u6247\u9ad8\u6548\u51b7\u5374\u6838\u5fc3\u5904\u7406\u5668\u786c\u4ef6\u3002<\/p>\n
\u66f4\u6362\u9ad8\u6027\u80fd\u5bfc\u70ed\u7845\u8102\u4e0e\u5bfc\u70ed\u57ab<\/h3>\n
\u5bfc\u70ed\u754c\u9762\u6750\u6599\u8d1f\u8d23\u5c06\u82af\u7247\u70ed\u91cf\u4f20\u5bfc\u81f3\u6563\u70ed\u5668\u3002\u666e\u901a\u5bfc\u70ed\u7845\u8102\u5bfc\u70ed\u7cfb\u6570\u4ec51~6 W\/mK\u3002\u9ad8\u7aefGPU\u4e13\u7528\u5bfc\u70ed\u6750\u6599\u62e5\u6709\u66f4\u9ad8\u5bfc\u70ed\u6027\u80fd\uff1a<\/p>\n
\n
\u9ad8\u529f\u8017\u5904\u7406\u5668\u9002\u914d\u6750\u6599\u5bfc\u70ed\u7cfb\u6570\u533a\u95f4\u4e3a8.5 W\/mK ~ 12.5 W\/mK\u3002<\/li>\n
\u76f8\u6bd4\u8ffd\u6c42\u6781\u9650\u5bfc\u70ed\u7cfb\u6570\uff0c\u66f4\u9700\u8981\u4fdd\u8bc1\u957f\u671f\u8fde\u7eed\u8fd0\u884c\u4e0b\u754c\u9762\u7a33\u5b9a\u3002<\/li>\n
\u5e38\u89c4\u8fd0\u7ef4\u6807\u51c6\u5efa\u8bae\u6b63\u5e38\u5de5\u51b5\u4e0b\u6bcf3~5\u5e74\u66f4\u6362\u4e00\u6b21\u5bfc\u70ed\u754c\u9762\u6750\u6599\u3002<\/li>\n
\u5982\u679c\u57fa\u7840\u8fd0\u884c\u6e29\u5ea6\u4e0a\u5347\u8d85\u8fc75\u2103\uff0c\u5e94\u5f53\u7acb\u5373\u91cd\u65b0\u6d82\u62b9\u5bfc\u70ed\u6750\u6599\u3002<\/li>\n
\u957f\u671f\u9707\u52a8\u73af\u5883\u4f18\u5148\u9009\u7528\u5bfc\u70ed\u57ab\uff0c\u907f\u514d\u666e\u901a\u7845\u8102\u957f\u671f\u4f7f\u7528\u51fa\u73b0\u6324\u51fa\u5931\u6548\u3002<\/li>\n<\/ul>\n
\u51b7\u70ed\u901a\u9053\u9694\u79bb\u673a\u67dc\u5e03\u5c40<\/h3>\n
\u65e5\u672c\u673a\u623f\u666e\u904d\u62e5\u6709\u4e25\u683c\u6e7f\u5ea6\u7ba1\u63a7\u6807\u51c6\uff0c\u540c\u65f6\u914d\u5957\u89c4\u8303\u6e29\u5ea6\u6307\u6807\u3002\u60a8\u53ef\u4ee5\u90e8\u7f72\u51b7\u70ed\u901a\u9053\u9694\u79bb\u65b9\u6848\uff0c\u5339\u914d\u673a\u623f\u73af\u5883\u53c2\u6570\u3002\u73b0\u4ee3\u6570\u636e\u4e2d\u5fc3\u4f9d\u9760\u9694\u79bb\u6321\u677f\uff0c\u675c\u7edd\u670d\u52a1\u5668\u6392\u51fa\u7684\u70ed\u7a7a\u6c14\u4e0e\u8fdb\u6c14\u51b7\u98ce\u6df7\u5408\u3002<\/p>\n
\u9694\u79bb\u70ed\u6392\u98ce\u80fd\u591f\u63d0\u5347\u5236\u51b7\u8bbe\u5907\u6548\u7387\uff0c\u98ce\u6247\u80fd\u8017\u964d\u4f4e10%~20%\uff0c\u673a\u623f\u6574\u4f53PUE\u53ef\u964d\u81f31.5\u4ee5\u4e0b\u3002<\/p>\n
\u901a\u9053\u9694\u79bb\u7cfb\u7edf\u6700\u5927\u5316\u51b7\u70ed\u7a7a\u6c14\u6e29\u5dee\u3002\u53d8\u9891\u98ce\u6247\u6839\u636e\u5b9e\u65f6\u98ce\u538b\u81ea\u52a8\u8c03\u8282\u8f6c\u901f\u3002\u6574\u5957\u6e29\u63a7\u65b9\u6848\u6700\u9ad8\u53ef\u964d\u4f4e40%\u5236\u51b7\u80fd\u8017\u3002\u5408\u7406\u7684\u7269\u7406\u9694\u79bb\u80fd\u591f\u6301\u7eed\u5411\u670d\u52a1\u5668\u8fdb\u98ce\u53e3\u8f93\u9001\u4f4e\u6e29\u7a7a\u6c14\u3002\u89c4\u8303\u5e03\u5c40\u4fdd\u969c\u9ad8\u5bc6\u5ea6\u786c\u4ef6\u7a33\u5b9a\u63a7\u6e29\u3002\u4f18\u5316\u786c\u4ef6\u7269\u7406\u73af\u5883\uff0c\u4e3a\u9ad8\u7aef\u6db2\u51b7\u65b9\u6848\u63d0\u4f9b\u57fa\u7840\u652f\u6491\u3002\u5b8c\u5584\u57fa\u7840\u8bbe\u65bd\u505a\u597d\u70ed\u6392\u98ce\u9694\u79bb\uff0c\u670d\u52a1\u5668\u5373\u53ef\u957f\u671f\u7a33\u5b9a\u8fd0\u884c\u3002<\/p>\n
\u65e5\u672c\u673a\u623f\u5148\u8fdb\u6db2\u51b7\u57fa\u7840\u8bbe\u65bd\u65b9\u6848<\/strong><\/h2>\n
\u9ad8\u5bc6\u5ea6\u7b97\u529b\u4f1a\u5728\u673a\u67dc\u5185\u90e8\u4ea7\u751f\u5927\u91cf\u70ed\u91cf\u3002\u7a7a\u6c14\u51b7\u5374\u7cfb\u7edf\u5f88\u96be\u627f\u8f7dAI\u9ad8\u8d1f\u8f7d\u4e0b\u7684\u6563\u70ed\u538b\u529b\u3002\u60a8\u53ef\u4ee5\u5728\u65e5\u672c\u673a\u623f\u90e8\u7f72\u5148\u8fdb\u6db2\u51b7\u57fa\u7840\u8bbe\u65bd\uff0c\u4fdd\u969c\u786c\u4ef6\u5b89\u5168\u3002<\/p>\n
\u90e8\u7f72\u82af\u7247\u76f4\u51b7\u6db2\u51b7\u65b9\u6848<\/h3>\n
\u82af\u7247\u76f4\u51b7\u65b9\u6848\u76f4\u63a5\u5728\u5904\u7406\u5668\u786c\u4ef6\u5c42\u9762\u5e26\u8d70\u9ad8\u70ed\u91cf\u3002\u51b7\u677f\u8d34\u5408\u9ad8\u529f\u8017\u82af\u7247\uff0c\u7b2c\u4e00\u65f6\u95f4\u5438\u6536\u4f59\u70ed\uff0c\u907f\u514d\u70ed\u91cf\u6269\u6563\u81f3\u6574\u4e2a\u673a\u7bb1\u3002\u5c06AI\u7b97\u529b\u96c6\u7fa4\u5347\u7ea7\u6db2\u51b7\u7cfb\u7edf\uff0c\u6700\u9ad8\u53ef\u8282\u7ea640%\u8fd0\u884c\u80fd\u8017\u3002\u540c\u65f6\uff0c\u8fd9\u5957\u65b9\u6848\u53ef\u4ee5\u5927\u5e45\u964d\u4f4eAI\u8bad\u7ec3\u4efb\u52a1\u671f\u95f4\u670d\u52a1\u5668\u5185\u7f6e\u98ce\u6247\u529f\u8017\u3002<\/p>\n
\n\n\n\n<\/colgroup>\n\n\n\n\n
\u786c\u4ef6\u5e73\u53f0<\/th>\n
\u76f8\u5bf9\u98ce\u51b7\u7cfb\u7edf\u80fd\u6548\u63d0\u5347\u5e45\u5ea6<\/th>\n<\/tr>\n
NVIDIA GB200 NVL72\uff08Blackwell\u67b6\u6784\uff09<\/td>\n
\u80fd\u6548\u63d0\u534725\u500d<\/td>\n<\/tr>\n
NVIDIA GB300 NVL72\uff08Blackwell Ultra\u67b6\u6784\uff09<\/td>\n
\u80fd\u6548\u63d0\u534730\u500d<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n
\u60a8\u53ef\u4ee5\u6839\u636e\u673a\u623f\u6761\u4ef6\u9009\u62e9\u4e0d\u540c\u51b7\u5374\u6db2\u3002\u6c34\u4e59\u4e8c\u9187\u6df7\u5408\u6db2\u9002\u5408\u5e38\u89c4\u670d\u52a1\u5668\uff1b\u7edd\u7f18\u51b7\u5374\u6db2\u4fdd\u969c\u7cbe\u5bc6\u7535\u5b50\u8bbe\u5907\u5b89\u5168\uff1b\u7279\u79cd\u51b7\u5a92\u4f9d\u9760\u76f8\u53d8\u5438\u70ed\uff0c\u627f\u8f7d\u8d85\u5927\u70ed\u8d1f\u8377\u3002<\/p>\n
\u652f\u6301\u6700\u9ad845\u2103\u6e29\u6c34\u51b7\u5374\u90e8\u7f72<\/h3>\n
\u65b0\u4e00\u4ee3\u786c\u4ef6\u5e73\u53f0\u53ef\u4ee5\u627f\u53d7\u66f4\u9ad8\u51b7\u5374\u6db2\u8fdb\u6c34\u6e29\u5ea6\uff0c\u4e14\u4e0d\u4f1a\u51fa\u73b0\u6027\u80fd\u8870\u51cf\u3002\u4f8b\u5982NVIDIA Vera Rubin\u67b6\u6784\u8bbe\u5907\u8fdb\u6c34\u51b7\u5374\u6db2\u6e29\u5ea6\u6700\u9ad8\u53ef\u8fbe45\u2103\uff08113\u2109\uff09\uff0c\u4e0d\u4f1a\u89e6\u53d1\u70ed\u8282\u6d41\u300275%\u7eaf\u6c34\u642d\u914d25%\u4e19\u4e8c\u9187\u6df7\u5408\u6db2\u53ef\u4ee5\u76f4\u63a5\u5438\u6536\u5904\u7406\u5668\u4ea7\u751f\u7684\u70ed\u91cf\u3002<\/p>\n
\u6e29\u6c34\u5faa\u73af\u56de\u8def\u53ef\u4ee5\u4f9d\u9760\u5ba4\u5916\u5e72\u51b7\u5668\u81ea\u7136\u6563\u70ed\uff0c\u591a\u6570\u5b63\u8282\u65e0\u9700\u542f\u52a8\u5236\u51b7\u538b\u7f29\u673a\uff0c\u5927\u5e45\u7b80\u5316\u673a\u623f\u6696\u901a\u7cfb\u7edf\u3002<\/p>\n
\n
\u51b7\u5374\u6db2\u8fdb\u6c34\u6e29\u5ea6\u6bcf\u63d0\u53471\u2103\uff0c\u673a\u623f\u5236\u51b7\u80fd\u8017\u5927\u7ea6\u964d\u4f4e4%\u3002<\/li>\n
50\u5146\u74e6\u89c4\u6a21\u673a\u623f\u5168\u9762\u90e8\u7f72\u8be5\u65b9\u6848\uff0c\u6bcf\u5e74\u53ef\u8282\u7ea6\u8d85400\u4e07\u7f8e\u5143\u6c34\u7535\u6210\u672c\u3002<\/li>\n<\/ul>\n
\u642d\u914d\u5438\u9644\u5f0f\u5236\u51b7\u673a\u7ec4\u56de\u6536\u4f59\u70ed\uff0c\u8fdb\u4e00\u6b65\u4f18\u5316\u673a\u623f\u80fd\u8017\u7ed3\u6784\uff0c\u524a\u51cf\u957f\u671f\u8fd0\u8425\u5f00\u652f\u3002<\/p>\n
\u5347\u7ea7\u4e24\u76f8\u6d78\u5165\u5f0f\u76f4\u51b7\u6db2\u51b7\u7cfb\u7edf<\/h3>\n
\u8d85\u9ad8\u7b97\u529b\u673a\u67dc\u53ef\u4ee5\u5347\u7ea7\u4e24\u76f8\u76f4\u51b7\u670d\u52a1\u5668\uff0c\u627f\u8f7d\u6781\u7aef\u7b97\u529b\u9700\u6c42\u3002\u4e09\u83f1\u91cd\u5de5\u4e0eEXEO\u96c6\u56e2\u5df2\u5728\u65e5\u672c\u673a\u623f\u843d\u5730\u5546\u7528\u4e24\u76f8\u6db2\u51b7\u9879\u76ee\u3002\u7edd\u7f18\u51b7\u5a92\u76f4\u63a5\u5728\u82af\u7247\u51b7\u677f\u53d1\u751f\u76f8\u53d8\uff0c\u652f\u6301\u5355\u8bbe\u5907\u529f\u80171000W~1400W\u7a33\u5b9a\u8fd0\u884c\u3002<\/p>\n
\u8fd9\u5957\u65b9\u6848\u4f18\u5316\u80fd\u6e90\u4f7f\u7528\u6548\u7387\uff0c\u7a33\u5b9a\u627f\u8f7d\u751f\u6210\u5f0fAI\u9ad8\u8d1f\u8f7d\u4efb\u52a1\u3002\u4f46\u4ecd\u9700\u8981\u914d\u5957\u673a\u623f\u8bbe\u5907\u56de\u6536\u7ea610%~15%\u6269\u6563\u81f3\u73af\u5883\u7684\u4f59\u70ed\u3002\u5355\u673a\u67dc\u529f\u8017\u8d85\u8fc740\u5343\u74e6\u7684\u573a\u666f\uff0c\u90e8\u7f72\u4e24\u76f8\u6db2\u51b7\u81f3\u5173\u91cd\u8981\u3002<\/p>\n
\u9009\u62e9\u62e5\u6709\u4f4ePUE\u6307\u6807\u7684\u65e5\u672c\u6570\u636e\u4e2d\u5fc3<\/h3>\n
\u9009\u7528\u65e5\u672c\u73b0\u4ee3\u5316\u673a\u623f\uff0c\u83b7\u53d6\u6210\u719f\u914d\u5957\u6db2\u51b7\u6563\u70ed\u57fa\u7840\u8bbe\u65bd\u3002\u4f18\u8d28\u673a\u623f\u89c4\u5212\u7ed3\u5408\u5b8c\u5584\u57fa\u7840\u8bbe\u65bd\u4e0e\u4f18\u5f02\u7535\u80fd\u4f7f\u7528\u6548\u7387\u6307\u6807\u3002<\/p>\n
\u73b0\u4ee3\u5316\u6570\u636e\u4e2d\u5fc3\u4f9d\u9760\u76f4\u8fde\u6db2\u51b7\u56de\u8def\u964d\u4f4e\u673a\u623fPUE\u3001\u4f18\u5316\u8fd0\u8425\u6210\u672c\uff0c\u4e3a\u4e0b\u4e00\u4ee3\u786c\u4ef6\u90e8\u7f72\u9884\u7559\u5145\u8db3\u6e29\u63a7\u4f59\u91cf\u3002<\/p>\n
GPU\u9ad8\u6e29\u6545\u969c\u6392\u67e5\u6e05\u5355<\/strong><\/h2>\n
\u9065\u6d4b\u6570\u636e\u4e0e\u547d\u4ee4\u884c\u76d1\u63a7\u6821\u9a8c<\/h3>\n
\u8fd0\u7ef4\u4eba\u5458\u9700\u8981\u6301\u7eed\u91c7\u96c6\u786c\u4ef6\u9065\u6d4b\u6570\u636e\uff0c\u5728\u70ed\u8282\u6d41\u62d6\u7d2f\u4e1a\u52a1\u524d\u8bc6\u522b\u5c40\u90e8\u6e29\u5ea6\u5f02\u5e38\u3002\u8fd0\u7ef4\u53ef\u901a\u8fc7 dcgmi<\/code> \u547d\u4ee4\u884c\u5de5\u5177\u5728\u751f\u4ea7\u96c6\u7fa4\u6267\u884c\u88ab\u52a8\u8bca\u65ad\u3001\u7ba1\u7406\u786c\u4ef6\u5065\u5eb7\u72b6\u6001\u3002\u540c\u65f6\u90e8\u7f72DCGM Exporter\uff0c\u5728\u539f\u751fKubernetes\u96c6\u7fa4\u91c7\u96c6\u5b9e\u65f6\u786c\u4ef6\u6307\u6807\u3002\u81ea\u52a8\u5316\u6307\u6807\u91c7\u96c6\u80fd\u591f\u63d0\u524d\u5b9a\u4f4d\u9690\u85cf\u786c\u4ef6\u6545\u969c\uff0c\u907f\u514d\u9ad8\u6e29\u9020\u6210\u82af\u7247\u6c38\u4e45\u6027\u635f\u4f24\u3002<\/p>\n
\u6301\u7eed\u6c47\u603b\u76d1\u63a7\u6307\u6807\uff0c\u8ba9\u57fa\u7840\u8bbe\u65bd\u81ea\u52a8\u5e94\u5bf9\u7a81\u53d1\u7b97\u529b\u5cf0\u503c\u3002\u60a8\u53ef\u4ee5\u642d\u5efa\u4e00\u5957\u56db\u6b65\u81ea\u52a8\u5316\u6e29\u63a7\u544a\u8b66\u8c03\u5ea6\u6d41\u7a0b\uff0c\u96c6\u6210\u81f3\u96c6\u7fa4\u7ba1\u7406\u5e73\u53f0\uff1a<\/p>\n
\n
DCGM\u5f02\u5e38\u68c0\u6d4b\uff1a\u6301\u7eed\u8bfb\u53d6\u786c\u4ef6\u6307\u6807\uff0c\u4e00\u65e6\u6e29\u5ea6\u5f02\u5e38\u7acb\u523b\u89e6\u53d1\u544a\u8b66\u3002<\/li>\n
Prometheus\u6307\u6807\u63a8\u9001\uff1a\u901a\u8fc7DCGM Exporter\u811a\u672c\u6216API\u4e0a\u4f20\u76d1\u63a7\u65e5\u5fd7\u3002<\/li>\n
\u81ea\u52a8\u5de5\u5355\u751f\u6210\uff1a\u521b\u5efa\u5305\u542b\u5b8c\u6574\u65e5\u5fd7\u7684\u8fd0\u7ef4\u5de5\u5355\u3002<\/li>\n
\u95ed\u73af\u6545\u969c\u5904\u7f6e\uff1a\u8c03\u5ea6\u73b0\u573a\u5de5\u7a0b\u5e08\u6267\u884c\u4fee\u590d\u4e0e\u5e94\u6025\u64cd\u4f5c\u3002<\/li>\n<\/ol>\n
\u786c\u4ef6\u5b8c\u6574\u6027\u4e0e\u673a\u623f\u73b0\u573a\u5de1\u68c0<\/h3>\n
\u786c\u4ef6\u5b9a\u671f\u7ef4\u62a4\u4fdd\u969c\u5168\u7ebf\u8bbe\u5907\u57fa\u7840\u6563\u70ed\u7a33\u5b9a\u3002\u60a8\u53ef\u4ee5\u6309\u7167\u6807\u51c6\u5316\u6d41\u7a0b\u5de1\u68c0\u673a\u623f\u786c\u4ef6\uff1a<\/p>\n
\n
\u673a\u67dc\u7a33\u5b9a\u6027\u68c0\u67e5\uff1a\u786e\u8ba4\u8bbe\u5907\u652f\u67b6\u7262\u56fa\uff0c\u63a5\u5730\u7ebf\u8def\u5b8c\u597d\u3002<\/li>\n
\u98ce\u9053\u9694\u79bb\u7ef4\u62a4\uff1a\u6240\u6709\u7a7a\u95f2\u673a\u67dcU\u4f4d\u5b89\u88c5\u76f2\u677f\u3002<\/li>\n
\u7ebf\u7f06\u5e03\u5c40\u590d\u6838\uff0c\u786e\u8ba4\u7535\u8def\u8d1f\u8f7d\u4e0d\u8d85\u8fc7\u989d\u5b9a\u5bb9\u91cf\u3002<\/li>\n
\u6db2\u51b7\u7cfb\u7edf\u5de1\u68c0\uff1a\u68c0\u67e5\u7ba1\u8def\u6709\u65e0\u6e17\u6f0f\u3001\u51b7\u5374\u5206\u914d\u5355\u5143\u8fd0\u884c\u72b6\u6001\u3001\u68c0\u6f0f\u88c5\u7f6e\u662f\u5426\u6b63\u5e38\u3002<\/li>\n<\/ol>\n
\u6742\u7269\u5835\u585e\u901a\u98ce\u901a\u9053\uff0c\u4f1a\u52a0\u901f\u5bc6\u95ed\u673a\u7bb1\u5185\u90e8\u70ed\u91cf\u5806\u79ef\u3002\u6e05\u7406\u673a\u7bb1\u5916\u90e8\u8fdb\u98ce\u53e3\u7070\u5c18\uff0c\u6062\u590d\u98ce\u9053\u901a\u7545\u3002\u73b0\u573a\u5de5\u7a0b\u5e08\u9700\u8981\u5728\u9632\u9759\u7535\u533a\u57df\u62c6\u673a\uff0c\u4f7f\u7528\u538b\u7f29\u7a7a\u6c14\u6e05\u7406\u98ce\u6247\u53f6\u7247\uff0c\u6709\u6548\u89e3\u51b3\u670d\u52a1\u5668\u9ad8\u6e29\u95ee\u9898\u3002\u6e05\u7406\u98ce\u9053\u4e0e\u6563\u70ed\u5668\u53ef\u4ee5\u4fdd\u969c\u670d\u52a1\u5668\u7a33\u5b9a\u8fd0\u884c\u3002\u89c4\u8303\u786c\u4ef6\u7ef4\u62a4\u4f18\u5316\u7b97\u529b\u6027\u80fd\uff0c\u4fdd\u62a4\u673a\u67dc\u5185\u7cbe\u5bc6\u82af\u7247\u3002<\/p>\n
\n
<\/div>\n<\/div>\n
\u7ed3\u5408\u52a8\u6001\u8f6f\u4ef6\u529f\u8017\u9650\u5236\u3001\u670d\u52a1\u5668\u786c\u4ef6\u7ef4\u62a4\u3001\u5148\u8fdb\u6db2\u51b7\u65b9\u6848\uff0c\u5168\u65b9\u4f4d\u89e3\u51b3\u670d\u52a1\u5668\u9ad8\u6e29\u6545\u969c\u3002\u8fd9\u5957\u7cfb\u7edf\u5316\u65b9\u6848\u7a33\u5b9a\u8fd0\u884c\u73af\u5883\uff0c\u4fdd\u62a4\u751f\u4ea7\u7b97\u529b\u8282\u70b9\u3002<\/p>\n
\n\n\n\n\n<\/colgroup>\n\n\n\n\n
\u4e3b\u52a8\u6e29\u63a7\u65b9\u6848<\/th>\n
\u4e1a\u52a1\u5f71\u54cd<\/th>\n
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