{"id":3113,"date":"2026-03-10T16:19:31","date_gmt":"2026-03-10T08:19:31","guid":{"rendered":"https:\/\/www.starverse-ai.com\/guide\/archives\/3113"},"modified":"2026-03-10T16:19:31","modified_gmt":"2026-03-10T08:19:31","slug":"%e7%bb%bf%e8%89%b2%e7%ae%97%e5%8a%9b%e8%b5%a2%e8%a1%a5%e8%b4%b4%ef%bc%81%e6%98%9f%e5%ae%87%e6%99%ba%e7%ae%97%e6%b6%b2%e5%86%b7-gpu-%e9%9b%86%e7%be%a4-pue-1-08-%e5%8a%a9%e5%8a%9b%e5%8f%8c%e7%a2%b3","status":"publish","type":"post","link":"https:\/\/www.starverse-ai.com\/guide\/archives\/3113","title":{"rendered":"\u7eff\u8272\u7b97\u529b\u8d62\u8865\u8d34\uff01\u661f\u5b87\u667a\u7b97\u6db2\u51b7 GPU \u96c6\u7fa4 PUE 1.08 \u52a9\u529b\u53cc\u78b3"},"content":{"rendered":"
\"\u7eff\u8272\u7b97\u529b\u8d62\u8865\u8d34\uff01\u661f\u5b87\u667a\u7b97\u6db2\u51b7<\/figure>\n
\n

2024 \u5e74 5 \u6708\uff0c\u56fd\u5bb6\u53d1\u6539\u59d4\u518d\u6b21\u660e\u786e\u201c\u4e1c\u6570\u897f\u7b97\u201d\u8282\u70b9\u7535\u4ef7\u8865\u8d34\u7ec6\u5219\uff1a\u51e1 PUE\u22641.2 \u4e14\u7eff\u7535\u5360\u6bd4\u226570% \u7684\u6570\u636e\u4e2d\u5fc3\uff0c\u53ef\u4eab 0.15 \u5143\/\u5ea6\u4e13\u9879\u7eff\u7535\u8865\u8d34\uff0c\u8865\u8d34\u5468\u671f\u6700\u957f 5 \u5e74\u3002\u6309 8kW \u9ad8\u5bc6\u5ea6 GPU \u673a\u67dc\u6d4b\u7b97\uff0c\u5355\u67dc\u6bcf\u5e74\u53ef\u7701\u7535\u8d39\u8d85 10 \u4e07\u5143\u3002\u653f\u7b56\u7a97\u53e3\u671f\u4ec5 36 \u4e2a\u6708\uff0c\u8c01\u5148\u8fbe\u6807\uff0c\u8c01\u5148\u62ff\u94b1\u3002<\/p>\n<\/blockquote>\n

\u653f\u7b56\u89e3\u8bfb\uff1a0.15 \u5143\/\u5ea6\u7eff\u7535\u4ef7\uff0cPUE 1.2 \u6210\u786c\u6760\u6746<\/h2>\n

\u201c\u53cc\u78b3\u201d\u5927\u8003\u4e4b\u4e0b\uff0c\u7b97\u529b\u4e2d\u5fc3\u4e0d\u518d\u53ea\u770b\u201c\u7b97\u5f97\u591a\u201d\uff0c\u66f4\u8981\u201c\u7b97\u5f97\u7eff\u201d\u3002\u65b0\u89c4\u628a PUE 1.2 \u5212\u6210\u751f\u6b7b\u7ebf\uff1a\u4f4e\u4e8e 1.2\uff0c\u6bcf\u5ea6\u7535\u7acb\u51cf 0.15 \u5143\uff1b\u9ad8\u4e8e 1.2\uff0c\u4e0d\u4f46\u62ff\u4e0d\u5230\u8865\u8d34\uff0c\u8fd8\u8981\u88ab\u9636\u68af\u7535\u4ef7\u53cd\u5411\u60e9\u7f5a\u3002\u5bf9\u4e8e 24h \u8fde\u8f74\u8f6c\u7684 GPU \u8bad\u7ec3\u4e1a\u52a1\uff0c0.15 \u5143\u7684\u5dee\u4ef7\u610f\u5473\u7740\u4e00\u5e74 20% \u7684\u603b\u6210\u672c\u2014\u2014\u8c01\u80fd\u628a PUE \u505a\u5f97\u66f4\u4f4e\uff0c\u8c01\u5c31\u63e1\u4f4f\u4e86\u5b9a\u4ef7\u6743\u3002<\/p>\n

\u661f\u5b87\u667a\u7b97\u897f\u90e8\u56ed\u533a\uff1a\u6db2\u51b7\u96c6\u7fa4 PUE 1.08\uff0c\u8865\u8d34\u7a33\u7a33\u843d\u888b<\/h2>\n

\u5728\u5185\u8499\u53e4\u4e4c\u5170\u5bdf\u5e03\u201c\u4e1c\u6570\u897f\u7b97\u201d\u96c6\u7fa4\uff0c\u661f\u5b87\u667a\u7b97<\/a> \u6295\u8fd0\u7684\u6db2\u51b7 GPU \u670d\u52a1\u5668\u79df\u7528\u4e13\u533a\uff0c\u5b9e\u6d4b\u5e74\u5747 PUE 1.08\uff0c\u7eff\u7535\u5360\u6bd4 80%\uff0c\u76f4\u63a5\u6bd4\u653f\u7b56\u95e8\u69db\u518d\u4f4e 0.12\u3002\u79d8\u8bc0\u6709\u4e09\uff1a
\n1. \u5168\u6808\u6db2\u51b7\uff1aCPU+GPU \u53cc\u8def\u51b7\u677f\uff0c\u6362\u70ed\u6548\u7387\u63d0\u5347 3 \u500d\uff0c\u673a\u623f\u7a7a\u8c03\u8d1f\u8f7d\u4e0b\u964d 62%\u3002
\n2. \u7eff\u7535\u76f4\u91c7\uff1a\u5c31\u8fd1\u63a5\u5165 500 kV \u65b0\u80fd\u6e90\u5347\u538b\u7ad9\uff0c\u98ce\u5149\u706b\u591a\u80fd\u4e92\u8865\uff0c80% \u7535\u91cf\u6765\u81ea\u672c\u5730\u53ef\u518d\u751f\u80fd\u6e90\u3002
\n3. AI \u80fd\u6548\u7f51\uff1a\u81ea\u7814\u80fd\u6548\u7f51\u5173\u5728\u6beb\u79d2\u7ea7\u8c03\u8282\u6db2\u51b7\u6cf5\u901f\u4e0e\u673a\u67dc\u529f\u7387\uff0c\u524a\u5cf0\u586b\u8c37\uff0c\u5168\u5e74\u8282\u7701\u7535\u91cf 350 \u4e07\u5ea6\u3002<\/p>\n

\u6362\u7b97\u6210\u771f\u91d1\u767d\u94f6\uff1a\u4e00\u53f0 8\u00d7A800 \u7684 GPU\u4e91\u4e3b\u673a \u6ee1\u8f7d 6.5kW\uff0c\u5168\u5e74\u8fd0\u884c 8000 \u5c0f\u65f6\uff0c\u53ef\u9886\u8865\u8d34 0.15\u00d76.5\u00d78000 = 7800 \u5143\uff0c\u52a0\u4e0a\u7eff\u7535\u5dee\u4ef7\u518d\u7701 0.03 \u5143\/\u5ea6\uff0c\u5355\u53f0\u8bbe\u5907\u5e74\u7701\u7535\u8d39\u8fd1\u4e07\u5143\u2014\u2014\u8865\u8d34\u76f4\u63a5\u62b5\u6263\u79df\u91d1\uff0c\u5ba2\u6237\u201c\u96f6\u611f\u77e5\u201d\u5c31\u5b9e\u73b0\u964d\u672c\u3002<\/p>\n

\u7b97\u529b\u8c03\u5ea6\uff1a\u767d\u5929\u63a8\u7406\u3001\u591c\u95f4\u8bad\u7ec3\uff0c\u8d44\u6e90\u590d\u7528\u7387\u63d0\u5347 45%<\/h2>\n

GPU \u7a7a\u95f2=\u6210\u672c\u9ed1\u6d1e\u3002\u661f\u5b87\u667a\u7b97\u81ea\u7814\u300c\u6f6e\u6c50\u8c03\u5ea6\u300d\u5f15\u64ce\uff0c\u628a\u897f\u90e8\u56ed\u533a 3200 \u5361\u6db2\u51b7\u96c6\u7fa4\u63a5\u5165\u5168\u56fd\u7b97\u529b\u4ea4\u6613\u5e73\u53f0\uff1a
\n– \u767d\u5929\uff088:00-20:00\uff09\u9762\u5411\u534e\u4e1c\u3001\u534e\u5357\u5b9e\u65f6\u63a8\u7406\uff0c\u5ef6\u8fdf <20ms\uff0c\u4ef7\u683c\u4f4e\u4e8e\u540c\u884c 18%\u3002
\n– \u591c\u95f4\uff0820:00-\u6b21\u65e5 8:00\uff09\u5207\u56de\u79bb\u7ebf\u8bad\u7ec3\uff0c\u5229\u7528\u7eff\u7535\u5bcc\u4f59\u65f6\u6bb5\uff0c\u7535\u4ef7\u518d\u964d 0.08 \u5143\/\u5ea6\u3002
\n\u901a\u8fc7\u51b7\u70ed\u6570\u636e\u5206\u5c42\u3001\u6a21\u578b\u5fae\u6279\u805a\u5408\u3001\u52a8\u6001\u663e\u5b58\u8d85\u5356\uff0c\u5355\u5361\u65e5\u5747\u5229\u7528\u7387\u4ece 58% \u63d0\u5230 84%\uff0c\u76f8\u5f53\u4e8e\u7528\u6237\u82b1 100 \u5361\u7684\u94b1\uff0c\u8dd1\u51fa 145 \u5361\u7684\u6027\u80fd\u2014\u2014\u7eff\u8272 GPU\u670d\u52a1\u5668\u79df\u7528 \u4e5f\u80fd\u201c\u4e00\u5361\u591a\u5356\u201d\uff0c\u5374\u4e1d\u6beb\u4e0d\u727a\u7272\u7a33\u5b9a\u6027\u3002<\/p>\n

\u5b9e\u6218\u6848\u4f8b\uff1aLLM \u521d\u521b 3 \u4e2a\u6708\u78b3\u6392\u51cf\u5c11 52 \u5428\uff0c\u62ff\u8865\u8d34 12 \u4e07\u5143<\/h2>\n

\u300c\u667a\u6e90\u7075\u7280\u300d\u662f\u4e00\u5bb6 20 \u4eba\u89c4\u6a21\u7684 LLM \u521d\u521b\uff0c2024 \u5e74 2 \u6708\u5c06 128 \u5361 A800 \u8bad\u7ec3\u4efb\u52a1\u8fc1\u79fb\u81f3\u661f\u5b87\u667a\u7b97\u897f\u90e8\u6db2\u51b7\u56ed\u533a\u3002\u5bf9\u6bd4\u539f\u81ea\u5efa\u673a\u623f\uff1a
\n– \u7535\u529b\u6210\u672c\uff1a\u4ece 1.05 \u5143\/\u5ea6\u964d\u81f3 0.67 \u5143\/\u5ea6\uff0c\u4e0b\u964d 36%\uff0c\u4e09\u4e2a\u6708\u7701\u7535\u8d39 38.4 \u4e07\u5143\u3002
\n– \u78b3\u6392\u653e\uff1aPUE 1.08+80% \u7eff\u7535\uff0c\u76f4\u63a5\u51cf\u5c11 52 \u5428 CO\u2082\uff0c\u83b7\u5f97\u5730\u65b9\u78b3\u51cf\u6392\u8865\u8d34 12 \u4e07\u5143\u3002
\n– \u5f00\u53d1\u6548\u7387\uff1a\u5e73\u53f0\u9884\u88c5 PyTorch2.1\u3001DeepSpeed\u3001Megatron \u6846\u67b6\uff0c30 \u5206\u949f\u5b8c\u6210\u73af\u5883\u514b\u9686\uff0c\u6bd4\u81ea\u5efa\u8282\u7701 5 \u4eba\/\u6708\u8fd0\u7ef4\u3002
\nCEO \u738b\u6ca3\u8868\u793a\uff1a\u201c\u6211\u4eec\u628a\u7701\u4e0b\u7684 50 \u4e07\u5168\u90e8\u6295\u5165\u6570\u636e\u6e05\u6d17\uff0c\u6a21\u578b\u6548\u679c\u5728 C-Eval \u699c\u5355\u63d0\u5347 4.3 \u5206\uff0c\u8fd9\u6bd4\u4efb\u4f55\u5e7f\u544a\u90fd\u503c\u94b1\u3002\u201d<\/p>\n

\u7ed3\u8bba\uff1a\u7eff\u8272 GPU\u670d\u52a1\u5668\u79df\u7528 \u65e2\u7701\u94b1\u53c8\u62ff\u8865\u8d34\uff0c\u53cc\u8d62<\/h2>\n

\u201c\u53cc\u78b3\u201d\u4e0d\u662f\u53e3\u53f7\uff0c\u662f\u8d26\u672c\u3002PUE 1.08 \u7684\u6db2\u51b7 GPU\u4e91\u4e3b\u673a\uff0c\u4e0d\u4ec5\u8ba9\u661f\u5b87\u667a\u7b97\u7387\u5148\u9501\u5b9a 0.15 \u5143\/\u5ea6\u7eff\u7535\u8865\u8d34\uff0c\u66f4\u628a\u8282\u7701\u7684\u7535\u8d39\u3001\u78b3\u6536\u76ca\u5168\u90e8\u8ba9\u6e21\u7ed9\u7528\u6237\u2014\u2014\u79df\u91d1\u76f4\u964d\u3001\u8865\u8d34\u5171\u4eab\u3001\u78b3\u6392\u53ef\u6eaf\u6e90\u3002\u5bf9\u4e8e\u9ad8\u6821\u5b9e\u9a8c\u5ba4\u3001AI \u521d\u521b\u5230\u5927\u578b\u6a21\u578b\u5de5\u5382\uff0c\u9009\u62e9\u7eff\u8272\u7b97\u529b\uff0c\u7b49\u4e8e\u591a\u62ff\u4e00\u7b14\u6bcf\u5e74 10%-20% \u7684\u201c\u653f\u7b56\u7ea2\u5305\u201d\u3002<\/p>\n

\n

\u73b0\u5728\u6ce8\u518c \u661f\u5b87\u667a\u7b97<\/a> \u5e73\u53f0\uff0c\u65b0\u5ba2\u7acb\u9886 10 \u5143\u4f53\u9a8c\u91d1<\/strong>\uff0c0.98 \u5143\/\u5361\u65f6\u53ef\u76f4\u8fbe NVIDIA RTX 4090 \/ A800 \u6db2\u51b7\u96c6\u7fa4\uff0c\u4e00\u952e\u90e8\u7f72\u70ed\u95e8 AI\u5e94\u7528\uff0c\u5168\u7a0b\u900f\u660e\u8d26\u5355\uff0c\u8865\u8d34\u5b9e\u65f6\u53ef\u67e5\u3002\u653f\u7b56\u7a97\u53e3\u53ea\u5269 36 \u4e2a\u6708\uff0c\u8c01\u5148\u4e0a\u7ebf\uff0c\u8c01\u5148\u7701\u94b1\u2014\u2014\u628a PUE 1.08 \u7684\u7eff\u7535\u7b97\u529b\u88c5\u8fdb\u4f60\u7684\u6a21\u578b\uff0c\u8ba9\u53cc\u78b3\u7ea2\u5229\u53d8\u6210\u589e\u957f\u98de\u8f6e\u3002<\/p>\n<\/blockquote>\n","protected":false},"excerpt":{"rendered":"

2024 \u5e74 5 \u6708\uff0c\u56fd\u5bb6\u53d1\u6539\u59d4\u518d\u6b21\u660e\u786e\u201c\u4e1c\u6570\u897f\u7b97\u201d\u8282\u70b9\u7535\u4ef7…<\/p>\n","protected":false},"author":2,"featured_media":3112,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-3113","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-zixun"],"views":64,"_links":{"self":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/3113","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/comments?post=3113"}],"version-history":[{"count":0,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/3113\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/media\/3112"}],"wp:attachment":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/media?parent=3113"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/categories?post=3113"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/tags?post=3113"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}