\u8655\u7406\u9ad8\u6eab\u554f\u984c\u7684\u7dca\u6025\u8655\u7f6e\u65b9\u6848<\/strong><\/h2>\n

\u9ad8\u5bc6\u5ea6\u904b\u7b97\u74b0\u5883\u5728\u9ad8\u8ca0\u8f09\u57f7\u884c\u671f\u9593\u5f88\u5bb9\u6613\u51fa\u73fe\u6eab\u5ea6\u9a5f\u5347\u3002\u5fc5\u9808\u5373\u6642\u8655\u7406\u4f3a\u670d\u5668\u9ad8\u6eab\u554f\u984c\uff0c\u907f\u514d\u9577\u6642\u9593\u9ad8\u6eab\u9020\u6210\u786c\u9ad4\u6c38\u4e45\u6027\u640d\u50b7\u3002\u900f\u904e\u6307\u4ee4\u5217\u5de5\u5177\u4e0b\u8abf\u786c\u9ad4\u529f\u8017\u662f\u5feb\u901f\u61c9\u6025\u7684\u9996\u9078\u65b9\u6848\u3002\u60a8\u9700\u8981\u900f\u904e\u76e3\u63a7\u6a5f\u5236\uff0c\u5c07\u786c\u9ad4\u904b\u4f5c\u6eab\u5ea6\u7a69\u5b9a\u63a7\u5236\u572880\u2103\uff08176\u2109\uff09\u4ee5\u5167\u3002\u7dad\u630180\u2103\u4ee5\u4e0b\u904b\u4f5c\u6eab\u5ea6\uff0c\u80fd\u5920\u4fdd\u969c\u786c\u9ad4\u9577\u671f\u7a69\u5b9a\uff0c\u5728\u9ad8\u7b97\u529b\u4efb\u52d9\u671f\u9593\u6301\u7e8c\u767c\u63ee\u5b8c\u6574\u6548\u80fd\u3002<\/p>\n

\u900f\u904eNVIDIA-SMI\u8a2d\u5b9a\u529f\u8017\u4e0a\u9650<\/h3>\n

\u76f4\u63a5\u5728\u7cfb\u7d71\u7d42\u7aef\u8abf\u6574\u786c\u9ad4\u529f\u8017\u4e0a\u9650\uff0c\u53ef\u4ee5\u5feb\u901f\u6e1b\u5c11\u88dd\u7f6e\u7522\u71b1\u3002NVIDIA\u4f01\u696d\u7d1a\u9a45\u52d5\u7a0b\u5f0f\u652f\u63f4\u900f\u904e\u6307\u4ee4\u5217\u5de5\u5177\u4fee\u6539\u6700\u5927\u529f\u8017\u9650\u5236\uff0c\u7121\u9808\u91cd\u65b0\u958b\u6a5f\u4f3a\u670d\u5668\u3002<\/p>\n

# \u5c07\u6700\u5927\u529f\u8017\u9650\u5236\u8a2d\u5b9a\u70ba150\u74e6\r\nnvidia-smi -pl 150\r\n<\/code><\/pre>\n
\u57f7\u884c\u529f\u8017\u7ba1\u7406\u6307\u4ee4\u5f8c\uff0c\u88dd\u7f6e\u5373\u6642\u529f\u8017\u6703\u7acb\u523b\u751f\u6548\uff1a<\/p>\n
\n
nvidia-smi -pl <N><\/code>\uff1a\u8a2d\u5b9aGPU\u5373\u6642\u529f\u8017\u4e0a\u9650\uff0c\u5c07\u6700\u5927\u529f\u8017\u6578\u503c\u8a2d\u5b9a\u70baN\u3002<\/li>\n
nvidia-smi -pl 150<\/code>\uff1a\u57f7\u884c\u529f\u8017\u9650\u5236\u8a2d\u5b9a\uff0c\u5c07\u76ee\u6a19GPU\u529f\u8017\u4e0a\u9650\u9396\u5b9a\u81f3150.00\u74e6\u3002<\/li>\n<\/ul>\n
\u964d\u4f4e\u529f\u8017\u53ef\u5728\u6beb\u79d2\u7d1a\u6291\u5236\u591a\u9918\u71b1\u91cf\u7522\u751f\u3002\u9019\u9805\u5feb\u901f\u8abf\u63a7\u624b\u6bb5\u80fd\u5920\u7a69\u5b9a\u786c\u9ad4\u72c0\u614b\uff0c\u7b49\u5f85\u6a5f\u623f\u57fa\u790e\u8a2d\u65bd\u6062\u5fa9\u53e2\u96c6\u6574\u9ad4\u6563\u71b1\u74b0\u5883\u3002<\/p>\n
\u5be6\u65bd\u52d5\u614b\u4efb\u52d9\u8ca0\u8f09\u8abf\u63a7<\/h3>\n
\u8edf\u9ad4\u5c64\u529f\u8017\u9650\u5236\u53ef\u4ee5\u5feb\u901f\u7de9\u89e3\u7a81\u767c\u904e\u71b1\uff0c\u4f46\u6301\u7e8c\u9ad8\u8ca0\u8f09\u904b\u7b97\u6703\u5728\u6574\u500b\u6a5f\u6ac3\u4e0d\u65b7\u7d2f\u7a4d\u71b1\u91cf\u3002\u60a8\u9700\u8981\u5728\u6240\u6709\u57f7\u884c\u4e2d\u7684\u4f3a\u670d\u5668\u555f\u7528\u52d5\u614b\u4efb\u52d9\u6392\u7a0b\uff0c\u5747\u8861\u5206\u914d\u7b97\u529b\u8ca0\u8f09\u3002\u73fe\u4ee3\u5316\u53e2\u96c6\u7ba1\u7406\u5e73\u53f0\u80fd\u5920\u81ea\u52d5\u76e3\u63a7\u7bc0\u9ede\u5065\u5eb7\u72c0\u614b\uff0c\u8fa8\u8b58\u5c40\u90e8\u6eab\u5ea6\u7570\u5e38\u3002\u60a8\u53ef\u4ee5\u7de8\u6392\u6392\u7a0b\u8173\u672c\uff0c\u7576\u786c\u9ad4\u6eab\u5ea6\u6025\u5287\u5347\u9ad8\u6642\u66ab\u505c\u975e\u6838\u5fc3\u6279\u6b21\u4efb\u52d9\u3002<\/p>\n
\u81ea\u52d5\u5316\u4efb\u52d9\u4f47\u5217\u6392\u7a0b\u5668\u6703\u5c07\u9ad8\u5bc6\u5ea6\u5f35\u91cf\u904b\u7b97\u9077\u79fb\u81f3\u6eab\u5ea6\u66f4\u4f4e\u7684\u5099\u7528\u7bc0\u9ede\u3002\u9019\u7a2e\u667a\u6167\u4efb\u52d9\u5206\u6d41\u80fd\u5920\u6e1b\u8f15\u5c40\u90e8\u7bc0\u9ede\u58d3\u529b\uff0c\u8b93\u71b1\u91cf\u5747\u52fb\u5206\u6563\u5728\u6574\u500b\u57fa\u790e\u8a2d\u65bd\u3002\u9664\u6b64\u4e4b\u5916\uff0c\u52d5\u614b\u8ca0\u8f09\u8abf\u63a7\u6703\u5728\u7b97\u529b\u5cf0\u503c\u968e\u6bb5\u5c0f\u5e45\u964d\u4f4e\u8655\u7406\u5668\u6642\u8108\u3002\u8f15\u5fae\u964d\u983b\u53ef\u4ee5\u9632\u6b62\u4f3a\u670d\u5668\u56b4\u91cd\u7576\u6a5f\uff0c\u540c\u6642\u7d66\u4e88\u6a5f\u6bbc\u98a8\u9053\u5145\u8db3\u7684\u964d\u6eab\u7de9\u885d\u6642\u9593\u3002<\/p>\n
\u8abf\u6574\u8edf\u9ad4\u6eab\u63a7\u9580\u6abb<\/h3>\n
\u786c\u9ad4\u63a7\u5236\u5668\u5167\u5efa\u6eab\u63a7\u9580\u6abb\uff0c\u7528\u4ee5\u4fdd\u8b77\u6838\u5fc3\u6676\u7247\u3002\u60a8\u53ef\u4ee5\u4fee\u6539\u8edf\u9ad4\u6eab\u63a7\u53c3\u6578\uff0c\u63d0\u524d\u555f\u7528\u9632\u8b77\u6a5f\u5236\uff0c\u907f\u514d\u786c\u9ad4\u81ea\u52d5\u89f8\u767c\u964d\u983b\u3002\u65b0\u7248\u9a45\u52d5\u7ba1\u7406\u5143\u4ef6\u652f\u63f4\u7dad\u904b\u4eba\u54e1\u900f\u904e\u7ba1\u7406\u5de5\u5177\u4e0b\u8abf\u786c\u9ad4\u76ee\u6a19\u904b\u4f5c\u6eab\u5ea6\u3002<\/p>\n
\u8abf\u4f4e\u8edf\u9ad4\u6eab\u63a7\u9580\u6abb\uff0c\u6703\u4fc3\u4f7f\u97cc\u9ad4\u63d0\u524d\u62c9\u9ad8\u98a8\u6247\u8f49\u901f\uff0c\u81ea\u52d5\u8abf\u6574\u4f9b\u96fb\u7b56\u7565\u3002<\/p>\n
\u8a2d\u5b9a\u4fdd\u5b88\u7684\u6eab\u5ea6\u4e0a\u9650\uff0c\u53ef\u4ee5\u8b93\u6563\u71b1\u7cfb\u7d71\u5728\u6eab\u5ea6\u6025\u907d\u6500\u5347\u524d\u505a\u51fa\u53cd\u61c9\u3002\u7cfb\u7d71\u98a8\u6247\u6703\u5728\u6a5f\u6bbc\u5167\u90e8\u71b1\u91cf\u5806\u7a4d\u4e4b\u524d\u5168\u901f\u904b\u8f49\u3002\u9019\u5957\u9810\u9632\u6027\u8edf\u9ad4\u8a2d\u5b9a\u80fd\u5920\u907f\u514d\u91cd\u8907\u51fa\u73fe\u71b1\u7bc0\u6d41\u5faa\u74b0\uff0c\u4fdd\u969c\u4f01\u696d\u7d1aGPU\u5728\u6301\u7e8c\u9ad8\u8ca0\u8f09\u4e0b\u7a69\u5b9a\u904b\u4f5c\u3002\u60a8\u53ef\u4ee5\u7d50\u5408\u6307\u4ee4\u5217\u529f\u8017\u9650\u5236\u3001\u52d5\u614b\u4efb\u52d9\u5206\u914d\u3001\u81ea\u8a02\u6eab\u63a7\u9580\u6abb\u5efa\u7f6e\u5b8c\u6574\u9632\u8b77\u65b9\u6848\u3002\u591a\u9805\u61c9\u6025\u624b\u6bb5\u642d\u914d\u4f7f\u7528\uff0c\u80fd\u5920\u6709\u6548\u4fdd\u8b77\u6602\u8cb4\u7684\u4f3a\u670d\u5668\u786c\u9ad4\uff0c\u9ad8\u6548\u89e3\u6c7a\u4f01\u696d\u8cc7\u6599\u4e2d\u5fc3\u9ad8\u6eab\u554f\u984c\u3002<\/p>\n
\u786c\u9ad4\u7dad\u8b77\u8207\u98a8\u9053\u6700\u4f73\u5316<\/strong><\/h2>\n
\u5b8c\u5584\u786c\u9ad4\u7dad\u8b77\u80fd\u5920\u7a69\u5b9a\u4f3a\u670d\u5668\u5167\u90e8\u74b0\u5883\uff0c\u907f\u514d\u5c40\u90e8\u71b1\u91cf\u805a\u96c6\u3002\u60a8\u9700\u8981\u6700\u4f73\u5316\u786c\u9ad4\u90e8\u7f72\u65b9\u5f0f\uff0c\u78ba\u4fdd\u6bcf\u53f0\u6a5f\u6bbc\u5177\u5099\u826f\u597d\u6563\u71b1\u689d\u4ef6\u3002<\/p>\n
\u6700\u4f73\u5316\u98a8\u9053\u914d\u7f6e\u8207\u98a8\u6247\u6563\u71b1\u7b56\u7565<\/h3>\n
\u9ad8\u5bc6\u5ea6\u4f01\u696d\u7d1a\u4f3a\u670d\u5668\u9700\u8981\u66a2\u901a\u7684\u524d\u5f8c\u76f4\u901a\u98a8\u9053\u3002\u6eff\u8f09\u5de5\u6cc1\u4e0b\uff0c\u5c08\u696d\u7cfb\u7d71\u98a8\u6247\u529f\u8017\u7d04400\u74e6\uff0c\u6301\u7e8c\u5411\u5bc6\u96c6\u786c\u9ad4\u8f38\u9001\u51b7\u98a8\u3002\u60a8\u53ef\u4ee5\u900f\u904e\u7cfb\u7d71\u529f\u8017\u57fa\u6e96\u6e2c\u8a66\uff0c\u6838\u7b97\u6240\u9700\u98a8\u91cf\uff1a<\/p>\n
\n\n\n\n\n\n<\/colgroup>\n\n\n\n\n
GPU\u529f\u8017\u8a2d\u5b9a<\/th>\n
\u6574\u6a5f\u7cfb\u7d71\u8ca0\u8f09<\/th>\n
\u6eab\u5dee20\u2109\u6240\u9700\u98a8\u91cf<\/th>\n
\u6eab\u5dee30\u2109\u6240\u9700\u98a8\u91cf<\/th>\n<\/tr>\n
450\u74e6GPU<\/td>\n
\u7d045460\u74e6<\/td>\n
\u7d04860\u7acb\u65b9\u82f1\u544e\/\u5206\u9418<\/td>\n
\u7d04575\u7acb\u65b9\u82f1\u544e\/\u5206\u9418<\/td>\n<\/tr>\n
600\u74e6GPU<\/td>\n
\u7d046730\u74e6<\/td>\n
\u7d041065\u7acb\u65b9\u82f1\u544e\/\u5206\u9418<\/td>\n
\u7d04710\u7acb\u65b9\u82f1\u544e\/\u5206\u9418<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n
\u5b9a\u671f\u7dad\u8b77\u80fd\u5920\u7dad\u6301\u98a8\u9053\u66a2\u901a\u3002\u52d9\u5fc5\u6e05\u7406\u6a5f\u6bbc\u5167\u90e8\u7a4d\u5875\u3002\u7070\u5875\u6703\u63d0\u9ad8\u71b1\u963b\uff0c\u9020\u6210\u71b1\u91cf\u6de4\u7a4d\u5728\u4f3a\u670d\u5668\u786c\u9ad4\u5167\u90e8\u3002<\/p>\n
\u7dda\u7e9c\u6574\u7406\u8207\u6d88\u9664\u6a5f\u6bbc\u98a8\u9053\u969c\u7919<\/h3>\n
\u5167\u90e8\u4f9b\u96fb\u7dda\u7e9c\u5f88\u5bb9\u6613\u963b\u64cb\u9032\u98a8\u901a\u9053\u3002\u9b06\u6563\u7dda\u7e9c\u6703\u5f62\u6210\u7a7a\u6c23\u6eef\u7559\u5340\uff0c\u5feb\u901f\u62c9\u9ad8\u6a5f\u6bbc\u6eab\u5ea6\u3002\u60a8\u9700\u8981\u4f7f\u7528\u7d2e\u5e36\u6216\u9b54\u9b3c\u6c08\u6574\u7406\u5167\u90e8\u7dda\u8def\u3002\u5c07\u7dda\u7e9c\u675f\u56fa\u5b9a\u5728\u6a5f\u6bbc\u5074\u58c1\uff0c\u7dad\u6301\u4e3b\u98a8\u9053\u66a2\u901a\u3002\u7121\u969c\u7919\u98a8\u9053\u80fd\u5920\u8b93\u6a5f\u6bbc\u98a8\u6247\u9ad8\u6548\u51b7\u537b\u6838\u5fc3\u8655\u7406\u5668\u786c\u9ad4\u3002<\/p>\n
\u66f4\u63db\u9ad8\u6548\u80fd\u5c0e\u71b1\u77fd\u8102\u8207\u5c0e\u71b1\u588a<\/h3>\n
\u5c0e\u71b1\u4ecb\u9762\u6750\u6599\u8ca0\u8cac\u5c07\u6676\u7247\u71b1\u91cf\u50b3\u5c0e\u81f3\u6563\u71b1\u5668\u3002\u4e00\u822c\u5c0e\u71b1\u77fd\u8102\u5c0e\u71b1\u4fc2\u6578\u50c51~6 W\/mK\u3002\u9ad8\u968eGPU\u5c08\u7528\u5c0e\u71b1\u6750\u6599\u5177\u5099\u66f4\u4f73\u5c0e\u71b1\u6027\u80fd\uff1a<\/p>\n
\n
\u9ad8\u529f\u8017\u8655\u7406\u5668\u9069\u7528\u6750\u6599\u5c0e\u71b1\u4fc2\u6578\u7bc4\u570d\u70ba8.5 W\/mK ~ 12.5 W\/mK\u3002<\/li>\n
\u76f8\u8f03\u8ffd\u6c42\u6975\u9650\u5c0e\u71b1\u4fc2\u6578\uff0c\u66f4\u91cd\u8981\u7684\u662f\u7dad\u6301\u9577\u6642\u9593\u9023\u7e8c\u904b\u4f5c\u4e0b\u7684\u4ecb\u9762\u7a69\u5b9a\u6027\u3002<\/li>\n
\u5e38\u898f\u7dad\u904b\u6a19\u6e96\u5efa\u8b70\u4e00\u822c\u5de5\u6cc1\u4e0b\u6bcf3~5\u5e74\u66f4\u63db\u4e00\u6b21\u5c0e\u71b1\u4ecb\u9762\u6750\u6599\u3002<\/li>\n
\u82e5\u57fa\u790e\u904b\u4f5c\u6eab\u5ea6\u4e0a\u5347\u8d85\u904e5\u2103\uff0c\u61c9\u7acb\u5373\u91cd\u65b0\u5857\u5e03\u5c0e\u71b1\u6750\u6599\u3002<\/li>\n
\u9577\u671f\u9707\u52d5\u74b0\u5883\u512a\u5148\u9078\u7528\u5c0e\u71b1\u588a\uff0c\u907f\u514d\u4e00\u822c\u77fd\u8102\u9577\u671f\u4f7f\u7528\u51fa\u73fe\u64e0\u51fa\u5931\u6548\u3002<\/li>\n<\/ul>\n
\u51b7\u71b1\u901a\u9053\u9694\u96e2\u6a5f\u6ac3\u914d\u7f6e<\/h3>\n
\u65e5\u672c\u6a5f\u623f\u666e\u904d\u5177\u5099\u56b4\u683c\u6fd5\u5ea6\u7ba1\u63a7\u6a19\u6e96\uff0c\u540c\u6642\u642d\u914d\u898f\u7bc4\u6eab\u5ea6\u6307\u6a19\u3002\u60a8\u53ef\u4ee5\u5efa\u7f6e\u51b7\u71b1\u901a\u9053\u9694\u96e2\u65b9\u6848\uff0c\u914d\u5408\u6a5f\u623f\u74b0\u5883\u53c3\u6578\u3002\u73fe\u4ee3\u8cc7\u6599\u4e2d\u5fc3\u900f\u904e\u9694\u96e2\u64cb\u677f\uff0c\u907f\u514d\u4f3a\u670d\u5668\u6392\u51fa\u7684\u71b1\u7a7a\u6c23\u8207\u9032\u6c23\u51b7\u98a8\u6df7\u5408\u3002<\/p>\n
\u9694\u96e2\u71b1\u6392\u98a8\u80fd\u5920\u63d0\u5347\u51b7\u537b\u8a2d\u5099\u6548\u7387\uff0c\u98a8\u6247\u80fd\u8017\u964d\u4f4e10%~20%\uff0c\u6a5f\u623f\u6574\u9ad4PUE\u53ef\u964d\u81f31.5\u4ee5\u4e0b\u3002<\/p>\n
\u901a\u9053\u9694\u96e2\u7cfb\u7d71\u6700\u5927\u5316\u51b7\u71b1\u7a7a\u6c23\u6eab\u5dee\u3002\u8b8a\u983b\u98a8\u6247\u4f9d\u64da\u5373\u6642\u98a8\u58d3\u81ea\u52d5\u8abf\u6574\u8f49\u901f\u3002\u6574\u5957\u6eab\u63a7\u65b9\u6848\u6700\u9ad8\u53ef\u964d\u4f4e40%\u51b7\u537b\u80fd\u8017\u3002\u5b8c\u5584\u7684\u5be6\u9ad4\u9694\u96e2\u80fd\u5920\u6301\u7e8c\u5411\u4f3a\u670d\u5668\u9032\u6c23\u53e3\u8f38\u9001\u4f4e\u6eab\u7a7a\u6c23\u3002\u898f\u5283\u5b8c\u5584\u7684\u914d\u7f6e\u4fdd\u969c\u9ad8\u5bc6\u5ea6\u786c\u9ad4\u7a69\u5b9a\u63a7\u6eab\u3002\u6700\u4f73\u5316\u786c\u9ad4\u5be6\u9ad4\u74b0\u5883\uff0c\u70ba\u9ad8\u968e\u6db2\u51b7\u65b9\u6848\u63d0\u4f9b\u57fa\u790e\u652f\u63f4\u3002\u5b8c\u5584\u57fa\u790e\u8a2d\u65bd\u505a\u597d\u71b1\u6392\u98a8\u9694\u96e2\uff0c\u4f3a\u670d\u5668\u5c31\u80fd\u9577\u671f\u7a69\u5b9a\u904b\u4f5c\u3002<\/p>\n
\u65e5\u672c\u6a5f\u623f\u5148\u9032\u6db2\u51b7\u57fa\u790e\u8a2d\u65bd\u65b9\u6848<\/strong><\/h2>\n
\u9ad8\u5bc6\u5ea6\u7b97\u529b\u6703\u5728\u6a5f\u6ac3\u5167\u7522\u751f\u5927\u91cf\u71b1\u91cf\u3002\u7a7a\u6c23\u51b7\u537b\u7cfb\u7d71\u96e3\u4ee5\u8ca0\u8f09AI\u9ad8\u8ca0\u8f09\u4e0b\u7684\u6563\u71b1\u58d3\u529b\u3002\u60a8\u53ef\u4ee5\u5728\u65e5\u672c\u6a5f\u623f\u5efa\u7f6e\u5148\u9032\u6db2\u51b7\u57fa\u790e\u8a2d\u65bd\uff0c\u4fdd\u969c\u786c\u9ad4\u5b89\u5168\u3002<\/p>\n
\u5efa\u7f6e\u6676\u7247\u76f4\u51b7\u6db2\u51b7\u65b9\u6848<\/h3>\n
\u6676\u7247\u76f4\u51b7\u65b9\u6848\u76f4\u63a5\u5728\u8655\u7406\u5668\u786c\u9ad4\u5c64\u9762\u5e36\u8d70\u9ad8\u71b1\u3002\u51b7\u677f\u8cbc\u5408\u9ad8\u529f\u8017\u6676\u7247\uff0c\u7b2c\u4e00\u6642\u9593\u5438\u6536\u9918\u71b1\uff0c\u907f\u514d\u71b1\u91cf\u64f4\u6563\u81f3\u6574\u500b\u6a5f\u6bbc\u3002\u5c07AI\u7b97\u529b\u53e2\u96c6\u5347\u7d1a\u6db2\u51b7\u7cfb\u7d71\uff0c\u6700\u9ad8\u53ef\u7bc0\u770140%\u904b\u4f5c\u80fd\u8017\u3002\u540c\u6642\uff0c\u9019\u5957\u65b9\u6848\u80fd\u5920\u5927\u5e45\u964d\u4f4eAI\u8a13\u7df4\u4efb\u52d9\u671f\u9593\u4f3a\u670d\u5668\u5167\u5efa\u98a8\u6247\u529f\u8017\u3002<\/p>\n
\n\n\n\n<\/colgroup>\n\n\n\n\n
\u786c\u9ad4\u5e73\u53f0<\/th>\n
\u76f8\u8f03\u98a8\u51b7\u7cfb\u7d71\u6548\u80fd\u63d0\u5347\u5e45\u5ea6<\/th>\n<\/tr>\n
NVIDIA GB200 NVL72\uff08Blackwell\u67b6\u69cb\uff09<\/td>\n
\u6548\u80fd\u63d0\u534725\u500d<\/td>\n<\/tr>\n
NVIDIA GB300 NVL72\uff08Blackwell Ultra\u67b6\u69cb\uff09<\/td>\n
\u6548\u80fd\u63d0\u534730\u500d<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n
\u60a8\u53ef\u4ee5\u4f9d\u64da\u6a5f\u623f\u689d\u4ef6\u9078\u64c7\u4e0d\u540c\u51b7\u537b\u6db2\u3002\u6c34\u4e59\u4e8c\u9187\u6df7\u5408\u6db2\u9069\u5408\u4e00\u822c\u4f3a\u670d\u5668\uff1b\u7d55\u7de3\u51b7\u537b\u6db2\u4fdd\u8b77\u7cbe\u5bc6\u96fb\u5b50\u8a2d\u5099\uff1b\u7279\u7a2e\u51b7\u5a92\u900f\u904e\u76f8\u8b8a\u5438\u71b1\uff0c\u627f\u8f09\u8d85\u5927\u71b1\u8ca0\u8f09\u3002<\/p>\n
\u652f\u63f4\u6700\u9ad845\u2103\u6eab\u6c34\u51b7\u537b\u5efa\u7f6e<\/h3>\n
\u65b0\u4e00\u4ee3\u786c\u9ad4\u5e73\u53f0\u80fd\u5920\u627f\u53d7\u66f4\u9ad8\u51b7\u537b\u6db2\u9032\u6c34\u6eab\u5ea6\uff0c\u4e14\u4e0d\u6703\u51fa\u73fe\u6548\u80fd\u8870\u6e1b\u3002\u4f8b\u5982NVIDIA Vera Rubin\u67b6\u69cb\u88dd\u7f6e\u9032\u6c34\u51b7\u537b\u6db2\u6eab\u5ea6\u6700\u9ad8\u53ef\u905445\u2103\uff08113\u2109\uff09\uff0c\u4e0d\u6703\u89f8\u767c\u71b1\u7bc0\u6d41\u300275%\u7d14\u6c34\u642d\u914d25%\u4e19\u4e8c\u9187\u6df7\u5408\u6db2\u53ef\u4ee5\u76f4\u63a5\u5438\u6536\u8655\u7406\u5668\u7522\u751f\u7684\u71b1\u91cf\u3002<\/p>\n
\u6eab\u6c34\u5faa\u74b0\u8ff4\u8def\u53ef\u4ee5\u900f\u904e\u5ba4\u5916\u4e7e\u51b7\u5668\u81ea\u7136\u6563\u71b1\uff0c\u591a\u6578\u5b63\u7bc0\u7121\u9808\u555f\u52d5\u51b7\u51cd\u58d3\u7e2e\u6a5f\uff0c\u5927\u5e45\u7c21\u5316\u6a5f\u623f\u7a7a\u8abf\u7cfb\u7d71\u3002<\/p>\n
\n
\u51b7\u537b\u6db2\u9032\u6c34\u6eab\u5ea6\u6bcf\u63d0\u53471\u2103\uff0c\u6a5f\u623f\u51b7\u537b\u80fd\u8017\u5927\u7d04\u964d\u4f4e4%\u3002<\/li>\n
50\u767e\u842c\u74e6\u898f\u6a21\u6a5f\u623f\u5168\u9762\u5efa\u7f6e\u6b64\u65b9\u6848\uff0c\u6bcf\u5e74\u53ef\u7bc0\u7701\u8d85\u904e400\u842c\u7f8e\u5143\u6c34\u96fb\u6210\u672c\u3002<\/li>\n<\/ul>\n
\u642d\u914d\u5438\u9644\u5f0f\u51b7\u51cd\u6a5f\u56de\u6536\u9918\u71b1\uff0c\u9032\u4e00\u6b65\u6700\u4f73\u5316\u6a5f\u623f\u80fd\u8017\u7d50\u69cb\uff0c\u6e1b\u5c11\u9577\u671f\u71df\u904b\u652f\u51fa\u3002<\/p>\n
\u5347\u7d1a\u5169\u76f8\u6d78\u6c92\u5f0f\u76f4\u51b7\u6db2\u51b7\u7cfb\u7d71<\/h3>\n
\u8d85\u9ad8\u7b97\u529b\u6a5f\u6ac3\u53ef\u4ee5\u5347\u7d1a\u5169\u76f8\u76f4\u51b7\u4f3a\u670d\u5668\uff0c\u627f\u8f09\u6975\u7aef\u7b97\u529b\u9700\u6c42\u3002\u4e09\u83f1\u91cd\u5de5\u8207EXEO\u96c6\u5718\u5df2\u5728\u65e5\u672c\u6a5f\u623f\u5c0e\u5165\u5546\u7528\u5169\u76f8\u6db2\u51b7\u5c08\u6848\u3002\u7d55\u7de3\u51b7\u5a92\u76f4\u63a5\u5728\u6676\u7247\u51b7\u677f\u7522\u751f\u76f8\u8b8a\uff0c\u652f\u63f4\u55ae\u4e00\u88dd\u7f6e\u529f\u80171000W~1400W\u7a69\u5b9a\u904b\u4f5c\u3002<\/p>\n
\u9019\u5957\u65b9\u6848\u6700\u4f73\u5316\u80fd\u6e90\u4f7f\u7528\u6548\u7387\uff0c\u7a69\u5b9a\u627f\u64d4\u751f\u6210\u5f0fAI\u9ad8\u8ca0\u8f09\u4efb\u52d9\u3002\u4f46\u4ecd\u9700\u642d\u914d\u6a5f\u623f\u8a2d\u5099\u56de\u6536\u7d0410%~15%\u64f4\u6563\u81f3\u74b0\u5883\u7684\u9918\u71b1\u3002\u55ae\u6a5f\u6ac3\u529f\u8017\u8d85\u904e40\u5343\u74e6\u7684\u5834\u666f\uff0c\u5efa\u7f6e\u5169\u76f8\u6db2\u51b7\u81f3\u95dc\u91cd\u8981\u3002<\/p>\n
\u9078\u64c7\u5177\u5099\u4f4ePUE\u6307\u6a19\u7684\u65e5\u672c\u8cc7\u6599\u4e2d\u5fc3<\/h3>\n
\u9078\u7528\u65e5\u672c\u73fe\u4ee3\u5316\u6a5f\u623f\uff0c\u53d6\u5f97\u6210\u719f\u914d\u5957\u6db2\u51b7\u6563\u71b1\u57fa\u790e\u8a2d\u65bd\u3002\u512a\u8cea\u6a5f\u623f\u898f\u5283\u7d50\u5408\u5b8c\u5584\u57fa\u790e\u8a2d\u65bd\u8207\u512a\u7570\u96fb\u80fd\u4f7f\u7528\u6548\u7387\u6307\u6a19\u3002<\/p>\n
\u73fe\u4ee3\u8cc7\u6599\u4e2d\u5fc3\u900f\u904e\u76f4\u9023\u6db2\u51b7\u8ff4\u8def\u964d\u4f4e\u6a5f\u623fPUE\u3001\u6700\u4f73\u5316\u71df\u904b\u6210\u672c\uff0c\u70ba\u4e0b\u4e00\u4ee3\u786c\u9ad4\u90e8\u7f72\u9810\u7559\u5145\u8db3\u6eab\u63a7\u9918\u88d5\u3002<\/p>\n
GPU\u9ad8\u6eab\u6545\u969c\u6aa2\u67e5\u6e05\u55ae<\/strong><\/h2>\n
\u9059\u6e2c\u8cc7\u6599\u8207\u6307\u4ee4\u5217\u76e3\u63a7\u9a57\u8b49<\/h3>\n
\u7dad\u904b\u4eba\u54e1\u9700\u8981\u6301\u7e8c\u8490\u96c6\u786c\u9ad4\u9059\u6e2c\u8cc7\u6599\uff0c\u5728\u71b1\u7bc0\u6d41\u62d6\u7d2f\u696d\u52d9\u524d\u8fa8\u8b58\u5c40\u90e8\u6eab\u5ea6\u7570\u5e38\u3002\u7dad\u904b\u53ef\u900f\u904e dcgmi<\/code> \u6307\u4ee4\u5217\u5de5\u5177\u5728\u751f\u7522\u53e2\u96c6\u57f7\u884c\u88ab\u52d5\u8a3a\u65b7\u3001\u7ba1\u7406\u786c\u9ad4\u5065\u5eb7\u72c0\u614b\u3002\u540c\u6642\u90e8\u7f72DCGM Exporter\uff0c\u5728\u539f\u751fKubernetes\u53e2\u96c6\u64f7\u53d6\u5373\u6642\u786c\u9ad4\u6307\u6a19\u3002\u81ea\u52d5\u5316\u6307\u6a19\u8490\u96c6\u80fd\u5920\u63d0\u524d\u627e\u51fa\u96b1\u85cf\u786c\u9ad4\u6545\u969c\uff0c\u907f\u514d\u9ad8\u6eab\u9020\u6210\u6676\u7247\u6c38\u4e45\u6027\u640d\u50b7\u3002<\/p>\n
\u6301\u7e8c\u5f59\u6574\u76e3\u63a7\u6307\u6a19\uff0c\u8b93\u57fa\u790e\u8a2d\u65bd\u81ea\u52d5\u56e0\u61c9\u7a81\u767c\u7b97\u529b\u5cf0\u503c\u3002\u60a8\u53ef\u4ee5\u5efa\u7f6e\u4e00\u5957\u56db\u6b65\u9a5f\u81ea\u52d5\u5316\u6eab\u63a7\u544a\u8b66\u6392\u7a0b\u6d41\u7a0b\uff0c\u6574\u5408\u81f3\u53e2\u96c6\u7ba1\u7406\u5e73\u53f0\uff1a<\/p>\n
\n
DCGM\u7570\u5e38\u5075\u6e2c\uff1a\u6301\u7e8c\u8b80\u53d6\u786c\u9ad4\u6307\u6a19\uff0c\u4e00\u65e6\u6eab\u5ea6\u7570\u5e38\u7acb\u5373\u89f8\u767c\u544a\u8b66\u3002<\/li>\n
Prometheus\u6307\u6a19\u63a8\u9001\uff1a\u900f\u904eDCGM Exporter\u8173\u672c\u6216API\u4e0a\u50b3\u76e3\u63a7\u7d00\u9304\u3002<\/li>\n
\u81ea\u52d5\u5de5\u55ae\u7522\u751f\uff1a\u5efa\u7acb\u5305\u542b\u5b8c\u6574\u7d00\u9304\u7684\u7dad\u904b\u5de5\u55ae\u3002<\/li>\n
\u9589\u74b0\u6545\u969c\u8655\u7406\uff1a\u8abf\u5ea6\u73fe\u5834\u5de5\u7a0b\u5e2b\u57f7\u884c\u4fee\u5fa9\u8207\u61c9\u6025\u4f5c\u696d\u3002<\/li>\n<\/ol>\n
\u786c\u9ad4\u5b8c\u6574\u6027\u8207\u6a5f\u623f\u73fe\u5834\u5de1\u6aa2<\/h3>\n
\u786c\u9ad4\u5b9a\u671f\u7dad\u8b77\u78ba\u4fdd\u5168\u7dda\u8a2d\u5099\u57fa\u790e\u6563\u71b1\u7a69\u5b9a\u3002\u60a8\u53ef\u4ee5\u4f9d\u64da\u6a19\u6e96\u5316\u4f5c\u696d\u6d41\u7a0b\u5de1\u6aa2\u6a5f\u623f\u786c\u9ad4\uff1a<\/p>\n
\n
\u6a5f\u6ac3\u7a69\u5b9a\u6027\u6aa2\u67e5\uff1a\u78ba\u8a8d\u8a2d\u5099\u652f\u67b6\u7262\u56fa\uff0c\u63a5\u5730\u7dda\u8def\u5b8c\u597d\u3002<\/li>\n
\u98a8\u9053\u9694\u96e2\u7dad\u8b77\uff1a\u6240\u6709\u9592\u7f6e\u6a5f\u6ac3U\u4f4d\u5b89\u88dd\u76f2\u677f\u3002<\/li>\n
\u7dda\u7e9c\u914d\u7f6e\u8986\u6838\uff0c\u78ba\u8a8d\u96fb\u8def\u8ca0\u8f09\u4e0d\u8d85\u904e\u984d\u5b9a\u5bb9\u91cf\u3002<\/li>\n
\u6db2\u51b7\u7cfb\u7d71\u5de1\u6aa2\uff1a\u6aa2\u67e5\u7ba1\u8def\u662f\u5426\u6ef2\u6f0f\u3001\u51b7\u537b\u5206\u914d\u55ae\u5143\u904b\u4f5c\u72c0\u614b\u3001\u5075\u6f0f\u88dd\u7f6e\u662f\u5426\u6b63\u5e38\u3002<\/li>\n<\/ol>\n
\u96dc\u7269\u5835\u585e\u901a\u98a8\u901a\u9053\uff0c\u6703\u52a0\u901f\u5bc6\u9589\u6a5f\u6bbc\u5167\u90e8\u71b1\u91cf\u5806\u7a4d\u3002\u6e05\u7406\u6a5f\u6bbc\u5916\u90e8\u9032\u98a8\u53e3\u7070\u5875\uff0c\u6062\u5fa9\u98a8\u9053\u66a2\u901a\u3002\u73fe\u5834\u5de5\u7a0b\u5e2b\u9700\u8981\u5728\u9632\u975c\u96fb\u5340\u57df\u62c6\u6a5f\uff0c\u4f7f\u7528\u58d3\u7e2e\u7a7a\u6c23\u6e05\u7406\u98a8\u6247\u8449\u7247\uff0c\u6709\u6548\u89e3\u6c7a\u4f3a\u670d\u5668\u9ad8\u6eab\u554f\u984c\u3002\u6e05\u7406\u98a8\u9053\u8207\u6563\u71b1\u5668\u80fd\u5920\u7dad\u6301\u4f3a\u670d\u5668\u7a69\u5b9a\u904b\u4f5c\u3002\u5b8c\u5584\u786c\u9ad4\u7dad\u8b77\u6700\u4f73\u5316\u7b97\u529b\u6548\u80fd\uff0c\u4fdd\u8b77\u6a5f\u6ac3\u5167\u7cbe\u5bc6\u6676\u7247\u3002<\/p>\n
\n
<\/div>\n<\/div>\n
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Read More…<\/a><\/p>\n","protected":false},"author":2,"featured_media":33893,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[8116],"tags":[12636,12637,12638,12639,12640],"class_list":["post-33899","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-japan-dedicated-server-tc","tag-japan-gpu-dedicated-server-overheating","tag-gpu-thermal-throttling-solution","tag-data-center-liquid-cooling","tag-gpu-power-limit-nvidia-smi","tag-high-density-ai-server-cooling"],"acf":[],"yoast_head":"\n