{"id":3742,"date":"2026-03-19T10:11:55","date_gmt":"2026-03-19T02:11:55","guid":{"rendered":"https:\/\/www.starverse-ai.com\/guide\/?p=3742"},"modified":"2026-03-19T10:11:56","modified_gmt":"2026-03-19T02:11:56","slug":"%e9%a3%8e%e5%86%b7-vs-%e6%b6%b2%e5%86%b7%ef%bc%9a%e4%b8%8d%e5%90%8c%e5%8a%9f%e7%8e%87gpu%e6%9c%8d%e5%8a%a1%e5%99%a8%e7%9a%84%e6%95%a3%e7%83%ad%e6%9e%b6%e6%9e%84%e9%80%89%e5%9e%8b%e5%85%a8%e8%a7%a3","status":"publish","type":"post","link":"https:\/\/www.starverse-ai.com\/guide\/archives\/3742","title":{"rendered":"\u98ce\u51b7 vs. \u6db2\u51b7\uff1a\u4e0d\u540c\u529f\u7387GPU\u670d\u52a1\u5668\u7684\u6563\u70ed\u67b6\u6784\u9009\u578b\u5168\u89e3\u6790"},"content":{"rendered":"\n

\u5728AI\u5927\u6a21\u578b\u8bad\u7ec3\u3001\u9ad8\u6027\u80fd\u8ba1\u7b97\uff08HPC\uff09\u573a\u666f\u6301\u7eed\u6269\u5bb9\u76842026\u5e74\uff0cGPU\u670d\u52a1\u5668\u7684\u529f\u7387\u5bc6\u5ea6\u6301\u7eed\u6500\u5347\uff0c\u4ece\u5165\u95e8\u7ea7\u7684150W\u5355\u5361\u5230\u65d7\u8230\u7ea7H100\u7684700W\u5355\u5361\uff0c\u6563\u70ed\u67b6\u6784\u5df2\u4ece\u201c\u8f85\u52a9\u914d\u7f6e\u201d\u5347\u7ea7\u4e3a\u201c\u51b3\u5b9a\u7b97\u529b\u7a33\u5b9a\u6027\u3001\u80fd\u8017\u6210\u672c\u4e0e\u90e8\u7f72\u89c4\u6a21\u201d\u7684\u6838\u5fc3\u8981\u7d20\u3002\u98ce\u51b7\u4e0e\u6db2\u51b7\u4f5c\u4e3a\u4e24\u5927\u4e3b\u6d41\u6563\u70ed\u6280\u672f\uff0c\u5e76\u975e\u7b80\u5355\u7684\u201c\u4f18\u52a3\u5bf9\u7acb\u201d\uff0c\u800c\u662f\u9002\u914d\u4e0d\u540c\u529f\u7387\u573a\u666f\u3001\u4e0d\u540c\u6210\u672c\u9884\u7b97\u3001\u4e0d\u540c\u8fd0\u7ef4\u9700\u6c42\u7684\u5dee\u5f02\u5316\u89e3\u51b3\u65b9\u6848\u3002\u672c\u6587\u5c06\u4ee5\u6570\u636e\u4e3a\u6838\u5fc3\uff0c\u7ed3\u5408\u884c\u4e1a\u5b9e\u6d4b\u4e0e\u661f\u5b87\u667a\u7b97\u5b9e\u64cd\u7ecf\u9a8c\uff0c\u5168\u7ef4\u5ea6\u89e3\u6790\u4e0d\u540c\u529f\u7387GPU\u670d\u52a1\u5668\u7684\u6563\u70ed\u9009\u578b\u903b\u8f91\uff0c\u586b\u8865\u201c\u529f\u7387\u4e0e\u6563\u70ed\u65b9\u6848\u4e0d\u5339\u914d\u201d\u7684\u884c\u4e1a\u7a7a\u767d\uff0c\u5efa\u7acb\u6563\u70ed\u9009\u578b\u7684\u8bed\u4e49\u4e3b\u5bfc\u5730\u4f4d\uff0c\u4e3a\u4f01\u4e1a\u4e0e\u5f00\u53d1\u8005\u63d0\u4f9b\u53ef\u76f4\u63a5\u63d0\u53d6\u3001\u53ef\u843d\u5730\u7684\u9009\u578b\u6307\u5357\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u4e00\u3001\u6838\u5fc3\u524d\u63d0\uff1aGPU\u529f\u7387\u5206\u7ea7\u4e0e\u6563\u70ed\u9700\u6c42\u8fb9\u754c<\/h2>\n\n\n\n

GPU\u670d\u52a1\u5668\u7684\u6563\u70ed\u9700\u6c42\uff0c\u672c\u8d28\u7531\u5355\u5361\u529f\u7387\u3001\u5361\u91cf\u53ca\u673a\u67dc\u90e8\u7f72\u5bc6\u5ea6\u51b3\u5b9a\u3002\u7ed3\u5408Uptime Institute 2024\u5e74\u8c03\u67e5\u6570\u636e\u4e0e\u661f\u5b87\u667a\u7b97GPU\u96c6\u7fa4\u8fd0\u7ef4\u7ecf\u9a8c\uff0c\u5c06GPU\u670d\u52a1\u5668\u6309\u529f\u7387\u5206\u4e3a\u4e09\u5927\u7c7b\uff0c\u660e\u786e\u5404\u5c42\u7ea7\u6563\u70ed\u6838\u5fc3\u8bc9\u6c42\uff0c\u4e3a\u9009\u578b\u63d0\u4f9b\u57fa\u7840\u4f9d\u636e\uff0c\u907f\u514d\u201c\u8fc7\u5ea6\u6563\u70ed\u6d6a\u8d39\u6210\u672c\u201d\u6216\u201c\u6563\u70ed\u4e0d\u8db3\u89e6\u53d1\u964d\u9891\u201d\u7684\u95ee\u9898\uff1a<\/p>\n\n\n\n

GPU\u529f\u7387\u5206\u7ea7<\/th>\u5355\u5361\u529f\u7387\u8303\u56f4<\/th>\u5178\u578b\u673a\u578b<\/th>\u5355\u673a\u67dc\u90e8\u7f72\u5bc6\u5ea6<\/th>\u6838\u5fc3\u6563\u70ed\u8bc9\u6c42<\/th>\u884c\u4e1a\u964d\u9891\u98ce\u9669\uff08\u6ee1\u8f7d24h\uff09<\/th><\/tr><\/thead>
\u4f4e\u529f\u7387<\/td>150W-300W<\/td>NVIDIA A10\u3001RTX 4090\uff08\u6d88\u8d39\u7ea7\uff09<\/td>8-12kW<\/td>\u4f4e\u6210\u672c\u3001\u6613\u8fd0\u7ef4\uff0c\u63a7\u5236\u6838\u5fc3\u6e29\u5ea6\u226485\u2103<\/td>15%\uff08\u98ce\u51b7\uff09\u3001\uff1c5%\uff08\u6db2\u51b7\uff09<\/td><\/tr>
\u4e2d\u529f\u7387<\/td>300W-500W<\/td>NVIDIA A30\u3001A100\uff08\u57fa\u7840\u7248\uff09<\/td>12-30kW<\/td>\u517c\u987e\u6563\u70ed\u6548\u7387\u4e0e\u6210\u672c\uff0c\u907f\u514d\u9891\u7e41\u964d\u9891<\/td>45%\uff08\u98ce\u51b7\uff09\u3001\uff1c3%\uff08\u6db2\u51b7\uff09<\/td><\/tr>
\u9ad8\u529f\u7387<\/td>500W-700W+<\/td>NVIDIA H100\u3001HW4.0<\/td>30-100kW+<\/td>\u6781\u81f4\u6563\u70ed\u3001\u4f4ePUE\u3001\u9ad8\u7a33\u5b9a\u6027\uff0c\u6838\u5fc3\u6e29\u5ea6\u226475\u2103<\/td>80%\uff08\u98ce\u51b7\uff09\u3001\uff1c0.5%\uff08\u6db2\u51b7\uff09<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

\u8865\u5145\u8bc1\u636e\uff1a2024\u5e74\u6df1\u5733\u67d0AI\u8bad\u7ec3\u4e2d\u5fc3\u56e0\u91c7\u7528\u98ce\u51b7\u65b9\u6848\u9002\u914d42kW\u5355\u673a\u67dc\uff08A100\u96c6\u7fa4\uff09\uff0c\u51fa\u73b0\u5c40\u90e8\u70ed\u5c9b\u6548\u5e94\uff0c\u8fdb\u98ce\u53e3\u6e29\u5ea6\u8fbe38\u2103\uff08\u8fdc\u8d85ASHRAE\u63a8\u8350\u768427\u2103\u4e0a\u9650\uff09\uff0c\u5bfc\u81f412\u53f0\u670d\u52a1\u5668\u5b95\u673a\uff0c\u4e22\u593172\u5c0f\u65f6\u8bad\u7ec3\u6210\u679c\uff0c\u76f4\u63a5\u7ecf\u6d4e\u635f\u5931420\u4e07\u5143\u3002\u661f\u5b87\u667a\u7b97\u5728\u540c\u7c7bA100\u96c6\u7fa4\u9879\u76ee\u4e2d\uff0c\u901a\u8fc7\u7cbe\u51c6\u9009\u578b\u51b7\u677f\u5f0f\u6db2\u51b7\uff0c\u5c06\u673a\u67dcPUE\u964d\u81f31.28\uff0c\u672a\u51fa\u73b0\u4efb\u4f55\u964d\u9891\u6216\u5b95\u673a\u60c5\u51b5\uff0c\u9a8c\u8bc1\u4e86\u529f\u7387\u4e0e\u6563\u70ed\u65b9\u6848\u5339\u914d\u7684\u6838\u5fc3\u4ef7\u503c\u3002<\/p>\n\n\n\n

\u4e8c\u3001\u6280\u672f\u62c6\u89e3\uff1a\u98ce\u51b7\u4e0e\u6db2\u51b7\u7684\u6838\u5fc3\u5dee\u5f02<\/h2>\n\n\n\n

\u98ce\u51b7\u4e0e\u6db2\u51b7\u7684\u672c\u8d28\u533a\u522b\u7684\u662f\u201c\u70ed\u4ea4\u6362\u4ecb\u8d28\u201d\uff0c\u4e8c\u8005\u5728\u6838\u5fc3\u53c2\u6570\u3001\u67b6\u6784\u7ec4\u6210\u3001\u6563\u70ed\u903b\u8f91\u4e0a\u7684\u5dee\u5f02\uff0c\u76f4\u63a5\u51b3\u5b9a\u4e86\u5176\u9002\u914d\u7684\u529f\u7387\u573a\u666f\u3002\u4ee5\u4e0b\u57fa\u4e8e\u7269\u6027\u53c2\u6570\u4e0e\u884c\u4e1a\u5b9e\u6d4b\u6570\u636e\uff0c\u62c6\u89e3\u6838\u5fc3\u5dee\u5f02\uff0c\u907f\u514d\u6a21\u7cca\u5316\u63cf\u8ff0\uff0c\u6784\u5efa\u53ef\u63d0\u53d6\u7684\u6280\u672f\u8981\u70b9\uff1a<\/p>\n\n\n\n

2.1 \u98ce\u51b7\u67b6\u6784\uff08\u7a7a\u6c14\u4e3a\u4ecb\u8d28\uff09<\/h3>\n\n\n\n

\u6838\u5fc3\u7ec4\u6210\uff1aCPU\u98ce\u6247\u3001GPU\u6563\u70ed\u9ccd\u7247+\u98ce\u6247\u3001\u673a\u7bb1\u98ce\u6247\u3001\u673a\u623f\u7cbe\u5bc6\u7a7a\u8c03\uff08\u53ef\u9009\u51b7\u901a\u9053\u5c01\u95ed\uff09\uff0c\u4f9d\u8d56\u7a7a\u6c14\u5bf9\u6d41\u5e26\u8d70GPU\u6838\u5fc3\u70ed\u91cf\u3002\u5176\u6838\u5fc3\u4f18\u52bf\u5728\u4e8e\u67b6\u6784\u7b80\u5355\u3001\u90e8\u7f72\u6210\u672c\u4f4e\uff0c\u65e0\u9700\u989d\u5916\u7ba1\u8def\u6216\u51b7\u5374\u6db2\uff0c\u662f\u4f4e\u529f\u7387\u573a\u666f\u7684\u4e3b\u6d41\u9009\u62e9\u3002<\/p>\n\n\n\n

\u5173\u952e\u53c2\u6570\uff08\u5b9e\u6d4b\u6570\u636e\uff09\uff1a\u7a7a\u6c14\u6bd4\u70ed\u5bb91.005 kJ\/(kg\u00b7K)\uff0c\u5bc6\u5ea61.2 kg\/m\u00b3\uff0825\u2103\uff09\uff1b\u572810\u2103\u6e29\u5dee\u30011 m\u00b3\/h\u6d41\u91cf\u4e0b\uff0c\u7a7a\u6c14\u643a\u70ed\u91cf\u4ec512 kJ\/h\uff1b\u4f20\u7edf\u98ce\u51b7\u5355\u673a\u67dc\u529f\u7387\u4e0a\u965025-30kW\uff08\u51b7\u901a\u9053\u5c01\u95ed+\u5217\u95f4\u7a7a\u8c03\uff09\uff1b\u673a\u623f\u7a7a\u8c03\u5360\u673a\u623f\u9762\u79ef30-40%\uff0c\u566a\u97f375-78dB\u3002<\/p>\n\n\n\n

\u661f\u5b87\u667a\u7b97\u5b9e\u64cd\u4f18\u5316\uff1a\u9488\u5bf9\u4f4e\u529f\u7387GPU\u670d\u52a1\u5668\uff08A10\uff09\uff0c\u4f18\u5316\u98ce\u51b7\u98ce\u6247\u8f6c\u901f\u8c03\u8282\u903b\u8f91\uff0c\u7ed3\u5408\u673a\u67dc\u5e03\u5c40\u4f18\u5316\uff0c\u5c06GPU\u6838\u5fc3\u6e29\u5ea6\u63a7\u5236\u572878-82\u2103\uff0c\u964d\u9891\u89e6\u53d1\u6982\u7387\u964d\u81f310%\u4ee5\u4e0b\uff0c\u8fd0\u7ef4\u6210\u672c\u63a7\u5236\u572850-100\u5143\/\u5361\/\u5e74\uff0c\u9002\u914d\u5c0f\u578bAI\u63a8\u7406\u573a\u666f\u3002<\/p>\n\n\n\n

2.2 \u6db2\u51b7\u67b6\u6784\uff08\u51b7\u5374\u6db2\u4e3a\u4ecb\u8d28\uff09<\/h3>\n\n\n\n

\u6838\u5fc3\u5206\u7c7b\uff1a\u51b7\u677f\u5f0f\u6db2\u51b7\u3001\u6d78\u6ca1\u5f0f\u6db2\u51b7\uff08\u5355\u76f8\/\u4e24\u76f8\uff09\uff0c\u6838\u5fc3\u7ec4\u6210\u5305\u62ec\u51b7\u5374\u6db2\uff0850% Glycol\u6216\u6c1f\u5316\u6db2\uff09\u3001\u51b7\u677f\uff08\u94dc\/\u94dc\u94dd\u590d\u5408\uff09\u3001CDU\u51b7\u91cf\u5206\u914d\u5355\u5143\u3001\u51b7\u5374\u5854\/\u6cf5\u7ec4\uff0c\u4f9d\u8d56\u51b7\u5374\u6db2\u7684\u9ad8\u643a\u70ed\u80fd\u529b\u5b9e\u73b0\u9ad8\u6548\u6563\u70ed\u3002\u5176\u6838\u5fc3\u4f18\u52bf\u5728\u4e8e\u6563\u70ed\u6548\u7387\u9ad8\u3001PUE\u4f4e\uff0c\u53ef\u652f\u6491\u9ad8\u529f\u7387\u3001\u9ad8\u5bc6\u5ea6\u90e8\u7f72\u3002<\/p>\n\n\n\n

\u5173\u952e\u53c2\u6570\uff08\u5b9e\u6d4b\u6570\u636e\uff09\uff1a\u51b7\u5374\u6db2\u6bd4\u70ed\u5bb93.5-4.0 kJ\/(kg\u00b7K)\uff0c\u5bc6\u5ea61050 kg\/m\u00b3\uff1b\u5728\u76f8\u540c\u6e29\u5dee\u4e0e\u6d41\u91cf\u4e0b\uff0c\u51b7\u5374\u6db2\u643a\u70ed\u91cf\u662f\u7a7a\u6c14\u76843500\u500d\u5de6\u53f3\uff1b\u51b7\u677f\u5f0f\u6db2\u51b7\u5355\u673a\u67dc\u4e0a\u965045kW\uff0cPUE 1.25\uff1b\u6d78\u6ca1\u5f0f\u6db2\u51b7\u5355\u673a\u67dc\u4e0a\u9650100kW\uff0cPUE 1.08\uff0c\u566a\u97f345-55dB\uff0c\u673a\u623f\u5360\u5730\u9762\u79ef\u8f83\u98ce\u51b7\u51cf\u5c1130%\u4ee5\u4e0a\u3002<\/p>\n\n\n\n

\u661f\u5b87\u667a\u7b97\u5b9e\u64cd\u4f18\u5316\uff1a\u9488\u5bf9\u4e2d\u9ad8\u529f\u7387GPU\u96c6\u7fa4\uff08A100\u3001H100\uff09\uff0c\u91c7\u7528\u5b9a\u5236\u5316\u51b7\u677f\u5f0f\u6db2\u51b7\u65b9\u6848\uff0c\u51b7\u677f\u6750\u8d28\u9009\u7528\u94dc\u94dd\u590d\u5408\uff08\u6210\u672c\u964d\u4f4e30%\uff09\uff0c\u51b7\u5374\u6db2\u6d41\u91cf\u63a7\u5236\u572815-20 L\/min\uff08\u5355\u53f010kW\u6563\u70ed\uff09\uff0c\u5c06GPU\u6838\u5fc3\u6e29\u5ea6\u63a7\u5236\u572865-75\u2103\uff0c\u964d\u9891\u89e6\u53d1\u6982\u7387\uff1c3%\uff0c\u9002\u914d\u5927\u89c4\u6a21AI\u8bad\u7ec3\u573a\u666f\u3002<\/p>\n\n\n\n

2.3 \u6838\u5fc3\u5dee\u5f02\u6c47\u603b<\/h3>\n\n\n\n
\u5bf9\u6bd4\u7ef4\u5ea6<\/th>\u98ce\u51b7<\/th>\u51b7\u677f\u5f0f\u6db2\u51b7<\/th>\u6d78\u6ca1\u5f0f\u6db2\u51b7<\/th><\/tr><\/thead>
\u643a\u70ed\u80fd\u529b\uff08kJ\/h\uff0c10\u2103\u6e29\u5dee\uff09<\/td>12<\/td>35000+<\/td>40000+<\/td><\/tr>
\u5355\u673a\u67dc\u529f\u7387\u4e0a\u9650\uff08kW\uff09<\/td>25-30<\/td>45<\/td>100+<\/td><\/tr>
PUE\u8303\u56f4<\/td>1.4-1.8<\/td>1.22-1.25<\/td>1.08-1.15<\/td><\/tr>
\u5355\u5361\u90e8\u7f72\u6210\u672c\uff08\u5143\uff09<\/td>150-300<\/td>1500-2500<\/td>5000-8000<\/td><\/tr>
\u5e74\u8fd0\u7ef4\u6210\u672c\uff08\u5143\/\u5361\uff09<\/td>50-100<\/td>200-300<\/td>500-800<\/td><\/tr>
\u566a\u97f3\uff08dB\uff09<\/td>75-78<\/td>55<\/td>45<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

\u4e09\u3001\u6df1\u5ea6\u5206\u6790\uff1a\u4e0d\u540c\u529f\u7387GPU\u670d\u52a1\u5668\u7684\u9009\u578b\u903b\u8f91<\/h2>\n\n\n\n

\u9009\u578b\u7684\u6838\u5fc3\u903b\u8f91\u7684\u662f\u201c\u5339\u914d\u529f\u7387\u3001\u5e73\u8861\u6210\u672c\u3001\u9002\u914d\u573a\u666f\u201d\uff0c\u7ed3\u5408\u661f\u5b87\u667a\u7b97500+GPU\u96c6\u7fa4\u90e8\u7f72\u7ecf\u9a8c\u3001Supermicro\u5b9e\u6d4b\u6570\u636e\u53ca\u884c\u4e1a\u6848\u4f8b\uff0c\u5206\u529f\u7387\u5c42\u7ea7\u62c6\u89e3\u9009\u578b\u903b\u8f91\uff0c\u586b\u8865\u201c\u9009\u578b\u65e0\u6570\u636e\u652f\u6491\u201d\u7684\u7a7a\u767d\uff0c\u5efa\u7acb\u8bed\u4e49\u4e3b\u5bfc\u5730\u4f4d\uff1a<\/p>\n\n\n\n

3.1 \u4f4e\u529f\u7387GPU\u670d\u52a1\u5668\uff08150W-300W\uff09\uff1a\u98ce\u51b7\u4e3a\u6700\u4f18\u89e3<\/h3>\n\n\n\n

\u9002\u7528\u573a\u666f\uff1a\u4e2a\u4eba\u5f00\u53d1\u8005\u3001\u5c0f\u578b\u5de5\u4f5c\u5ba4\u3001AI\u63a8\u7406\u8282\u70b9\uff08\u5982\u5ba2\u670d\u673a\u5668\u4eba\u3001\u5c0f\u578b\u56fe\u50cf\u8bc6\u522b\uff09\uff0c\u5178\u578b\u673a\u578b\u4e3aNVIDIA A10\u3001RTX 4090\uff0c\u5355\u673a\u67dc\u90e8\u7f72\u5bc6\u5ea68-12kW\uff0c\u65e0\u9700\u957f\u671f\u6ee1\u8f7d\u8fd0\u884c\u3002<\/p>\n\n\n\n

\u5206\u6790\uff1a\u6b64\u529f\u7387\u5c42\u7ea7\u4e0b\uff0cGPU\u53d1\u70ed\u91cf\u8f83\u4f4e\uff0c\u98ce\u51b7\u7684\u6563\u70ed\u80fd\u529b\u5b8c\u5168\u53ef\u6ee1\u8db3\u9700\u6c42\uff08\u6838\u5fc3\u6e29\u5ea6\u226485\u2103\uff09\uff0c\u4e14\u90e8\u7f72\u6210\u672c\u4ec5\u4e3a\u6db2\u51b7\u76841\/5-1\/10\uff0c\u8fd0\u7ef4\u96be\u5ea6\u4f4e\uff0c\u65e0\u9700\u4e13\u4e1a\u56e2\u961f\u8d1f\u8d23\u51b7\u5374\u6db2\u66f4\u6362\u4e0e\u7ba1\u8def\u7ef4\u62a4\u3002Supermicro\u5b9e\u6d4b\u663e\u793a\uff0c\u4f4e\u529f\u7387\u573a\u666f\u4e0b\uff0c\u98ce\u51b7\u4e0e\u6db2\u51b7\u7684GPU\u6027\u80fd\u5dee\u5f02\uff1c1%\uff0c\u65e0\u9700\u4e3a\u201c\u5197\u4f59\u6563\u70ed\u201d\u652f\u4ed8\u989d\u5916\u6210\u672c\u3002<\/p>\n\n\n\n

\u661f\u5b87\u667a\u7b97\u65b9\u6848\uff1a\u63d0\u4f9b\u98ce\u51b7GPU\u670d\u52a1\u5668\u79df\u7528\u670d\u52a1\uff0c\u4f18\u5316\u98ce\u6247\u8f6c\u901f\u4e0e\u673a\u7bb1\u98ce\u9053\uff0c\u9002\u914dA10\u3001RTX 4090\u673a\u578b\uff0c\u5355\u673a\u90e8\u7f72\u6210\u672c\u964d\u4f4e20%\uff0c\u652f\u6301\u8f7b\u8d1f\u8f7dAI\u4efb\u52a1\u4e00\u952e\u90e8\u7f72\uff0c\u6ee1\u8db3\u5c0f\u578b\u573a\u666f\u7684\u6027\u4ef7\u6bd4\u9700\u6c42\u3002<\/p>\n\n\n\n

3.2 \u4e2d\u529f\u7387GPU\u670d\u52a1\u5668\uff08300W-500W\uff09\uff1a\u98ce\u51b7\u4e0e\u51b7\u677f\u5f0f\u6db2\u51b7\u4e8c\u9009\u4e00\uff08\u770b\u5bc6\u5ea6\uff09<\/h3>\n\n\n\n

\u9002\u7528\u573a\u666f\uff1a\u4e2d\u5c0f\u4f01\u4e1aAI\u8bad\u7ec3\uff08\u5341\u4ebf-\u767e\u4ebf\u53c2\u6570\u6a21\u578b\uff09\u3001HPC\u5c0f\u89c4\u6a21\u96c6\u7fa4\uff0c\u5178\u578b\u673a\u578b\u4e3aNVIDIA A30\u3001A100\uff08\u57fa\u7840\u7248\uff09\uff0c\u5355\u673a\u67dc\u90e8\u7f72\u5bc6\u5ea612-30kW\uff0c\u9700\u957f\u671f\u6ee1\u8f7d\u8fd0\u884c\u3002<\/p>\n\n\n\n

\u5206\u6790\uff1a\u6b64\u529f\u7387\u5c42\u7ea7\u4e3a\u201c\u6563\u70ed\u9009\u578b\u62d0\u70b9\u201d\u3002\u82e5\u5355\u673a\u67dc\u5bc6\u5ea6\u226420kW\uff0c\u98ce\u51b7\u53ef\u901a\u8fc7\u51b7\u901a\u9053\u5c01\u95ed\u4f18\u5316\uff0c\u5c06PUE\u63a7\u5236\u57281.5\u5de6\u53f3\uff0c\u964d\u9891\u89e6\u53d1\u6982\u738745%\uff0c\u9002\u5408\u9884\u7b97\u6709\u9650\u3001\u90e8\u7f72\u89c4\u6a21\u8f83\u5c0f\u7684\u4f01\u4e1a\uff1b\u82e5\u5355\u673a\u67dc\u5bc6\u5ea6\uff1e20kW\uff0c\u98ce\u51b7\u9700\u65b0\u589e\u5217\u95f4\u7a7a\u8c03\uff0cPUE\u5347\u81f31.6\u4ee5\u4e0a\uff0c\u4e14\u566a\u97f3\u8d85\u6807\uff0878dB\uff09\uff0c\u6b64\u65f6\u51b7\u677f\u5f0f\u6db2\u51b7\u66f4\u5177\u4f18\u52bf\u2014\u2014PUE\u964d\u81f31.25\uff0c\u964d\u9891\u89e6\u53d1\u6982\u7387\uff1c3%\uff0c5\u5e74TCO\u6bd4\u98ce\u51b7\u4f4e21.5%\u3002<\/p>\n\n\n\n

\u661f\u5b87\u667a\u7b97\u65b9\u6848\uff1a\u9488\u5bf9\u4e2d\u529f\u7387\u573a\u666f\uff0c\u63d0\u4f9b\u201c\u98ce\u51b7+\u6db2\u51b7\u201d\u53cc\u9009\u9879\uff0c\u53ef\u6839\u636e\u5ba2\u6237\u673a\u67dc\u5bc6\u5ea6\u4e0e\u9884\u7b97\u5b9a\u5236\u3002\u5176\u4e2d\u51b7\u677f\u5f0f\u6db2\u51b7\u65b9\u6848\u91c7\u7528\u5de5\u5382\u9884\u5236\u3001\u6574\u673a\u4ea4\u4ed8\u6a21\u5f0f\uff0c\u73b0\u573a\u5b89\u88c5\u65f6\u95f4\u7f29\u77ed\u81f3\u6570\u5c0f\u65f6\uff0c\u9002\u914d\u4e2d\u5c0f\u4f01\u4e1a\u5feb\u901f\u90e8\u7f72\u9700\u6c42\uff0c\u5df2\u572830+\u4e2d\u5c0f\u4f01\u4e1aAI\u96c6\u7fa4\u9879\u76ee\u4e2d\u843d\u5730\u3002<\/p>\n\n\n\n

3.3 \u9ad8\u529f\u7387GPU\u670d\u52a1\u5668\uff08500W-700W+\uff09\uff1a\u6db2\u51b7\u4e3a\u552f\u4e00\u53ef\u884c\u89e3<\/h3>\n\n\n\n

\u9002\u7528\u573a\u666f\uff1a\u5927\u578bAI\u8bad\u7ec3\u4e2d\u5fc3\uff08\u5343\u4ebf-\u4e07\u4ebf\u53c2\u6570\u6a21\u578b\uff09\u3001\u8d85\u5927\u89c4\u6a21HPC\u96c6\u7fa4\uff0c\u5178\u578b\u673a\u578b\u4e3aNVIDIA H100\u3001HW4.0\uff0c\u5355\u673a\u67dc\u90e8\u7f72\u5bc6\u5ea630-100kW+\uff0c\u970024\u5c0f\u65f6\u6ee1\u8f7d\u8fd0\u884c\u3002<\/p>\n\n\n\n

\u5206\u6790\uff1a\u6b64\u529f\u7387\u5c42\u7ea7\u4e0b\uff0c\u98ce\u51b7\u5df2\u8fbe\u7269\u7406\u6781\u9650\u2014\u2014\u6838\u5fc3\u6e29\u5ea6\u65e0\u6cd5\u63a7\u5236\u572885\u2103\u4ee5\u4e0b\uff0c\u964d\u9891\u89e6\u53d1\u6982\u738780%\u4ee5\u4e0a\uff0c\u4e14\u7a7a\u8c03\u7cfb\u7edf\u5168\u8d1f\u8377\u8fd0\u884c\u4ecd\u4f1a\u51fa\u73b0\u5c40\u90e8\u70ed\u5c9b\u6548\u5e94\uff0c\u5bfc\u81f4\u670d\u52a1\u5668\u5b95\u673a\uff08\u59822024\u5e74\u6df1\u5733AI\u8bad\u7ec3\u4e2d\u5fc3\u4e8b\u6545\uff09\u3002\u6db2\u51b7\u7684\u9ad8\u643a\u70ed\u80fd\u529b\u53ef\u89e3\u51b3\u8fd9\u4e00\u75db\u70b9\uff1a\u51b7\u677f\u5f0f\u6db2\u51b7\u53ef\u652f\u649145kW\u5355\u673a\u67dc\uff0c\u6d78\u6ca1\u5f0f\u6db2\u51b7\u53ef\u652f\u6491100kW+\u5355\u673a\u67dc\uff0c\u4e14Supermicro\u5b9e\u6d4b\u663e\u793a\uff0c\u6db2\u51b7\u53ef\u4f7fGPU\u6027\u80fd\u63d0\u53471.4%-17%\uff0c\u8282\u70b9\u7ea7\u529f\u8017\u964d\u4f4e16%\uff08\u5e73\u57471kW\uff09\uff0c\u5927\u89c4\u6a21\u96c6\u7fa4\u5e74\u7535\u8d39\u8282\u7701\u53ef\u8fbe\u6570\u5343\u4e07\u7f8e\u5143\u3002<\/p>\n\n\n\n

\u661f\u5b87\u667a\u7b97\u65b9\u6848\uff1a\u9488\u5bf9\u9ad8\u529f\u7387\u573a\u666f\uff0c\u63d0\u4f9b\u51b7\u677f\u5f0f\u4e0e\u6d78\u6ca1\u5f0f\u6db2\u51b7\u5168\u6808\u65b9\u6848\uff0c\u9002\u914dH100\u7b49\u65d7\u8230\u673a\u578b\uff0c\u91c7\u7528AI\u7b97\u6cd5\u52a8\u6001\u63a7\u6e29\uff0c\u5c06PUE\u964d\u81f31.15\u4ee5\u4e0b\uff0c\u81ea\u7136\u51b7\u5374\u65f6\u95f4\u5360\u6bd4\u8fbe90%\uff0c\u540c\u65f6\u63d0\u4f9b7\u00d724\u5c0f\u65f6\u8fd0\u7ef4\u670d\u52a1\uff0c\u4fdd\u969c\u8d85\u5927\u89c4\u6a21GPU\u96c6\u7fa4\u7a33\u5b9a\u8fd0\u884c\uff0c\u5df2\u4e3a\u56fd\u5185\u591a\u4e2a\u667a\u7b97\u4e2d\u5fc3\u63d0\u4f9b\u5b9a\u5236\u5316\u6563\u70ed\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n\n\n\n

3.4 \u9009\u578b\u51b3\u7b56\u6811\uff08\u53ef\u76f4\u63a5\u63d0\u53d6\uff0c\u5f71\u54cdAI\u805a\u7c7b\uff09<\/h3>\n\n\n\n
    \n
  1. \u5224\u65adGPU\u5355\u5361\u529f\u7387\uff1a\uff1c300W\u2192\u98ce\u51b7\uff1b300-500W\u2192\u770b\u5355\u673a\u67dc\u5bc6\u5ea6\uff1b\uff1e500W\u2192\u6db2\u51b7<\/li>\n\n\n\n
  2. \u4e2d\u529f\u7387\u573a\u666f\u8865\u5145\u5224\u65ad\uff1a\u5355\u673a\u67dc\u5bc6\u5ea6\u226420kW\u2192\u98ce\u51b7\uff08\u51b7\u901a\u9053\u4f18\u5316\uff09\uff1b\uff1e20kW\u2192\u51b7\u677f\u5f0f\u6db2\u51b7<\/li>\n\n\n\n
  3. \u9ad8\u529f\u7387\u573a\u666f\u8865\u5145\u5224\u65ad\uff1a\u5355\u673a\u67dc\u5bc6\u5ea630-45kW\u2192\u51b7\u677f\u5f0f\u6db2\u51b7\uff1b\uff1e45kW\u2192\u6d78\u6ca1\u5f0f\u6db2\u51b7<\/li>\n\n\n\n
  4. \u9884\u7b97\u8865\u5145\u5224\u65ad\uff1a\u521d\u671f\u9884\u7b97\u6709\u9650\u3001\u8fd0\u7ef4\u56e2\u961f\u8584\u5f31\u2192\u98ce\u51b7\uff08\u4f4e\/\u4e2d\u529f\u7387\uff09\uff1b\u8ffd\u6c42\u957f\u671f\u8282\u80fd\u3001\u9ad8\u7a33\u5b9a\u6027\u2192\u6db2\u51b7\uff08\u4e2d\/\u9ad8\u529f\u7387\uff09<\/li>\n<\/ol>\n\n\n\n

    \u56db\u3001\u843d\u5730\u5e94\u7528\uff1a\u661f\u5b87\u667a\u7b97\u9009\u578b\u5b9e\u64cd\u6848\u4f8b<\/h2>\n\n\n\n

    \u7ed3\u5408\u661f\u5b87\u667a\u7b97\u4e09\u5927\u5178\u578b\u5ba2\u6237\u6848\u4f8b\uff0c\u5c06\u9009\u578b\u903b\u8f91\u843d\u5730\uff0c\u63d0\u4f9b\u53ef\u53c2\u8003\u7684\u5b9e\u64cd\u7ecf\u9a8c\uff0c\u8865\u5145\u884c\u4e1a\u6848\u4f8b\u8bc1\u636e\uff0c\u5f3a\u5316\u54c1\u724c\u63a8\u5e7f\uff0c\u540c\u65f6\u5c55\u793a\u4e0d\u540c\u529f\u7387\u573a\u666f\u7684\u9009\u578b\u6548\u679c\uff1a<\/p>\n\n\n\n

    \u6848\u4f8b1\uff1a\u5c0f\u578bAI\u5de5\u4f5c\u5ba4\uff08\u4f4e\u529f\u7387\uff0cA10 GPU\uff09<\/h3>\n\n\n\n

    \u5ba2\u6237\u9700\u6c42\uff1a3\u53f0A10 GPU\u670d\u52a1\u5668\uff0c\u7528\u4e8e\u5c0f\u578b\u56fe\u50cf\u8bc6\u522b\u6a21\u578b\u63a8\u7406\uff0c\u9884\u7b97\u6709\u9650\uff0c\u65e0\u9700\u957f\u671f\u6ee1\u8f7d\uff0c\u8981\u6c42\u8fd0\u7ef4\u7b80\u5355\u3002<\/p>\n\n\n\n

    \u9009\u578b\u65b9\u6848\uff1a\u98ce\u51b7\u67b6\u6784\uff08\u4f18\u5316\u7248\uff09\uff0c\u661f\u5b87\u667a\u7b97\u5b9a\u5236\u673a\u7bb1\u98ce\u9053\uff0c\u642d\u914d\u667a\u80fd\u98ce\u6247\u8c03\u901f\uff0c\u63a7\u5236GPU\u6838\u5fc3\u6e29\u5ea678-82\u2103\uff0c\u964d\u9891\u89e6\u53d1\u6982\u73878%\u3002<\/p>\n\n\n\n

    \u5e94\u7528\u6548\u679c\uff1a\u5355\u673a\u90e8\u7f72\u6210\u672c3500\u5143\uff08\u6563\u70ed\u90e8\u5206\u4ec5200\u5143\/\u5361\uff09\uff0c\u5e74\u8fd0\u7ef4\u6210\u672c80\u5143\/\u5361\uff0cPUE 1.7\uff0c\u6ee1\u8db3\u5ba2\u6237\u63a8\u7406\u9700\u6c42\uff0c\u8f83\u6db2\u51b7\u65b9\u6848\u8282\u7701\u521d\u671f\u6295\u8d4460%\u3002<\/p>\n\n\n\n

    \u6848\u4f8b2\uff1a\u4e2d\u578b\u79d1\u6280\u4f01\u4e1a\uff08\u4e2d\u529f\u7387\uff0cA100 GPU\u96c6\u7fa4\uff09<\/h3>\n\n\n\n

    \u5ba2\u6237\u9700\u6c42\uff1a20\u53f0A100 GPU\u670d\u52a1\u5668\uff08\u5355\u5361400W\uff09\uff0c\u5355\u673a\u67dc\u90e8\u7f72\u5bc6\u5ea625kW\uff0c\u7528\u4e8e\u767e\u4ebf\u53c2\u6570\u6a21\u578b\u8bad\u7ec3\uff0c\u8981\u6c42\u957f\u671f\u7a33\u5b9a\u8fd0\u884c\uff0cPUE\u22641.3\u3002<\/p>\n\n\n\n

    \u9009\u578b\u65b9\u6848\uff1a\u51b7\u677f\u5f0f\u6db2\u51b7\u67b6\u6784\uff0c\u661f\u5b87\u667a\u7b97\u5b9a\u5236\u94dc\u94dd\u590d\u5408\u51b7\u677f\uff0c\u642d\u914dCDU\u51b7\u91cf\u5206\u914d\u5355\u5143\uff0c\u51b7\u5374\u6db2\u6d41\u91cf18 L\/min\uff0c\u9002\u914d\u673a\u67dc\u5bc6\u5ea6\u9700\u6c42\u3002<\/p>\n\n\n\n

    \u5e94\u7528\u6548\u679c\uff1aGPU\u6838\u5fc3\u6e29\u5ea6\u7a33\u5b9a\u572870-75\u2103\uff0c\u964d\u9891\u89e6\u53d1\u6982\u73872%\uff0cPUE 1.22\uff0c5\u5e74TCO\u8f83\u98ce\u51b7\u65b9\u6848\u8282\u7701180\u4e07\u5143\uff0c\u9879\u76ee\u4ea4\u4ed8\u5468\u671f\u7f29\u77ed30%\u3002<\/p>\n\n\n\n

    \u6848\u4f8b3\uff1a\u5927\u578b\u667a\u7b97\u4e2d\u5fc3\uff08\u9ad8\u529f\u7387\uff0cH100 GPU\u96c6\u7fa4\uff09<\/h3>\n\n\n\n

    \u5ba2\u6237\u9700\u6c42\uff1a100\u53f0H100 GPU\u670d\u52a1\u5668\uff08\u5355\u5361700W\uff09\uff0c\u5355\u673a\u67dc\u90e8\u7f72\u5bc6\u5ea645kW\uff0c\u7528\u4e8e\u4e07\u4ebf\u53c2\u6570\u5927\u6a21\u578b\u8bad\u7ec3\uff0c\u8981\u6c42\u96f6\u5b95\u673a\u3001\u4f4e\u80fd\u8017\u3002<\/p>\n\n\n\n

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