{"id":2802,"date":"2026-03-07T14:13:22","date_gmt":"2026-03-07T06:13:22","guid":{"rendered":"https:\/\/www.starverse-ai.com\/guide\/archives\/2802"},"modified":"2026-03-07T14:13:22","modified_gmt":"2026-03-07T06:13:22","slug":"gpu-%e7%ae%97%e5%8a%9b%e4%bb%b7%e6%a0%bc%e6%9a%b4%e8%b7%8c-70-%e8%83%8c%e5%90%8e%e7%9a%84%e6%9c%ba%e4%bc%9a%ef%bc%9a%e6%98%9f%e5%ae%87%e6%99%ba%e7%ae%97%e5%a6%82%e4%bd%95%e7%94%a8-tco-%e6%80%9d","status":"publish","type":"post","link":"https:\/\/www.starverse-ai.com\/guide\/archives\/2802","title":{"rendered":"GPU \u7b97\u529b\u4ef7\u683c\u66b4\u8dcc 70% \u80cc\u540e\u7684\u673a\u4f1a\uff1a\u661f\u5b87\u667a\u7b97\u5982\u4f55\u7528 TCO \u601d\u7ef4\u5e2e\u4f01\u4e1a\u7701\u94b1"},"content":{"rendered":"
\"GPU<\/figure>\n
\n

2025 \u5e74 6 \u6708\uff0c\u884c\u4e1a\u5a92\u4f53 AI Break \u62ab\u9732\uff1aH100 \u79df\u8d41\u5747\u4ef7\u5df2\u4ece\u5e74\u521d\u7684 90 \u5143\/\u5c0f\u65f6\u8df3\u6c34\u81f3 15 \u5143\/\u5c0f\u65f6\uff0c\u8dcc\u5e45 70%\uff0c\u521b\u4e09\u5e74\u65b0\u4f4e\u3002
\n\u7b97\u529b\u5e02\u573a\u6b63\u5f0f\u8fdb\u5165\u201c\u4e70\u65b9\u65f6\u4ee3\u201d\uff0c\u4f46\u4e0d\u5c11\u4f01\u4e1a\u5374\u4ecd\u5728\u4e3a\u201c\u5305\u5e74\u5305\u6708\u201d\u4e70\u5355\u2014\u2014\u95f2\u7f6e 40%\u3001\u9690\u6027\u6d41\u91cf\u8d39 15%\u3001\u8fd0\u7ef4\u4eba\u529b 10%\uff0c\u7efc\u5408\u6210\u672c\u53cd\u800c\u6bd4\u4e00\u5e74\u524d\u66f4\u9ad8\u3002<\/p>\n<\/blockquote>\n

\n

\u4ef7\u683c\u96ea\u5d29\u2260\u6210\u672c\u96ea\u5d29\uff0cTCO \u624d\u662f\u9690\u5f62\u6218\u573a<\/h2>\n

\u5f53 GPU \u670d\u52a1\u5668\u79df\u7528\u4ef7\u683c\u4e00\u591c\u56de\u5230\u201c\u89e3\u653e\u524d\u201d\uff0cCFO \u4eec\u5374\u9ad8\u5174\u4e0d\u8d77\u6765\u3002\u539f\u56e0\u5f88\u7b80\u5355\uff1a
\n1. \u5305\u5e74\u5408\u540c\u628a 12 \u4e2a\u6708\u7684 CAPEX \u4e00\u6b21\u6027\u9501\u6b7b\uff0c\u8bad\u7ec3\u4efb\u52a1\u4e00\u7ed3\u675f\uff0c\u5361\u5c31\u7a7a\u8f6c\uff1b
\n2. \u4e91\u5382\u9ed8\u8ba4\u201cGPU \u5e38\u9a7b\u201d\uff0c\u5373\u4f7f\u5b9e\u4f8b 0 \u8d1f\u8f7d\u4e5f\u6309\u6574\u70b9\u6263\u8d39\uff1b
\n3. \u8de8 AZ \u6d41\u91cf\u3001\u5bf9\u8c61\u5b58\u50a8\u8bfb\u5199\u3001\u516c\u7f51 IP \u90fd\u88ab\u5355\u72ec\u8ba1\u4ef7\uff0c\u6708\u5e95\u8d26\u5355\u201c\u5f00\u76f2\u76d2\u201d\u3002<\/p>\n

\u661f\u5b87\u667a\u7b97\u628a\u8fd9\u5957\u9690\u6027\u6210\u672c\u62c6\u6210\u4e86\u4e09\u5f20\u8868\uff1a
\n– \u7b97\u529b\u8d26<\/strong>\uff1a\u6309\u5206\u949f\u8ba1\u8d39\uff0c1 \u5206\u949f\u8d77\u79df\uff0c\u65e0\u6700\u4f4e\u6d88\u8d39\uff1b
\n– \u4f11\u7720\u8d26<\/strong>\uff1a\u81ea\u52a8\u8bc6\u522b GPU \u7a7a\u95f2 5 \u5206\u949f\u5373\u91ca\u653e\uff0cCPU \u4e0e\u5185\u5b58\u8fdb\u5165\u201c\u65e0 GPU \u6a21\u5f0f\u201d\uff0c\u8d39\u7528\u76f4\u964d 83%\uff1b
\n– \u8fd0\u7ef4\u8d26<\/strong>\uff1a\u673a\u623f PUE 1.15\uff0c\u7535\u8d39\u3001\u7ef4\u4fdd\u3001\u5907\u4ef6\u5168\u5305\uff0c\u7528\u6237\u4fa7 0 \u8fd0\u7ef4\u4eba\u529b\u3002<\/p>\n

\u5b9e\u6d4b\u663e\u793a\uff0c\u4e00\u5bb6\u505a 7B \u5782\u76f4\u6a21\u578b\u7684 AIGC \u516c\u53f8\uff0c\u628a 32 \u5f20 H100 \u4ece\u5305\u5e74\u5207\u5230\u661f\u5b87\u667a\u7b97\u5f39\u6027\u65b9\u6848\u540e\uff0c\u540c\u6837 90 \u5929\u8bad\u7ec3\u5468\u671f\u603b\u6210\u672c\u4e0b\u964d 42%<\/strong>\uff0c\u76f4\u63a5\u7701\u51fa\u4e00\u53f0 Model Y\u3002<\/p>\n

\n

\u81ea\u5efa\u673a\u623f VS \u661f\u5b87\u667a\u7b97\uff1a\u628a CAPEX \u53d8\u6210 OPEX \u7684 4 \u4e2a\u7ec6\u8282<\/h2>\n\n\n\n\n\n\n\n\n
\u7ef4\u5ea6<\/th>\n\u81ea\u5efa 20\u00d7H100 \u673a\u623f<\/th>\n\u661f\u5b87\u667a\u7b97 GPU\u4e91\u4e3b\u673a<\/th>\n<\/tr>\n<\/thead>\n
\u524d\u671f\u6295\u5165<\/td>\n\u670d\u52a1\u5668 800 \u4e07+\u914d\u7535 150 \u4e07<\/td>\n0 \u5143\uff0c\u6309\u91cf\u4ed8\u8d39<\/td>\n<\/tr>\n
\u7535\u8d39\uff08PUE\uff09<\/td>\n1.45\uff0c\u5e74\u8017\u7535 65 \u4e07\u5ea6<\/td>\n1.15\uff0c\u8d39\u7528\u5168\u5305<\/td>\n<\/tr>\n
\u8fd0\u7ef4\u56e2\u961f<\/td>\n3 \u4eba\u00d725 \u4e07\/\u5e74<\/td>\n\u5e73\u53f0\u6258\u7ba1\uff0c\u514d\u4eba\u529b<\/td>\n<\/tr>\n
\u6269\u5bb9\u5468\u671f<\/td>\n\u62db\u6807 45 \u5929+\u4e0a\u67b6 7 \u5929<\/td>\n3 \u5206\u949f\u5f00\u901a\uff0c\u5728\u7ebf\u6269\u5bb9<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u66f4\u5173\u952e\u7684\u662f\u201c\u65f6\u95f4\u6210\u672c\u201d\u3002\u5927\u6a21\u578b\u8fed\u4ee3\u5468\u671f\u4ee5\u5468\u4e3a\u5355\u4f4d\uff0c\u7b49\u81ea\u5efa\u670d\u52a1\u5668\u5230\u4f4d\uff0c\u5f00\u6e90\u793e\u533a\u53ef\u80fd\u5df2\u7ecf\u53d1\u5e03\u4e0b\u4e00\u4ee3\u57fa\u5ea7\u6a21\u578b\u3002GPU\u4e91\u4e3b\u673a\u201c\u5373\u5f00\u5373\u8bad\u201d\u7684\u8282\u594f\uff0c\u8ba9\u7b97\u6cd5\u56e2\u961f\u59cb\u7ec8\u8dd1\u5728\u7248\u672c\u6700\u524d\u6cbf\u3002<\/p>\n

\n

\u4ece\u201c\u4f1a\u7701\u94b1\u201d\u5230\u201c\u4f1a\u8d5a\u94b1\u201d\uff1a\u661f\u5b87\u667a\u7b97\u5f00\u53d1\u8005\u751f\u6001\u7684\u4e09\u7ea7\u706b\u7bad<\/h2>\n
    \n
  1. \n

    \u9884\u88c5 AI \u5e94\u7528<\/strong>
    \n \u955c\u50cf\u5e02\u573a\u5185\u7f6e LLaMA-Factory\u3001Stable Diffusion WebUI\u3001TensorRT-LLM \u7b49 60+ \u4e3b\u6d41\u6846\u67b6\uff0c\u4e00\u952e\u542f\u52a8\uff0c\u65e0\u9700\u81ea\u5df1\u7f16\u8bd1 CUDA \u9a71\u52a8\u3002<\/p>\n<\/li>\n

  2. \n

    \u6a21\u578b\/\u6570\u636e\u96c6\u5c31\u8fd1\u8c03\u7528<\/strong>
    \n \u5e73\u53f0\u63d0\u4f9b 5PB \u516c\u5171\u6570\u636e\u96c6\u4e0e 300+ \u9884\u8bad\u7ec3\u6a21\u578b\uff0c\u5185\u7f51 100Gbps \u62c9\u53d6\uff0c\u8282\u7701 30% \u5916\u7f51\u6d41\u91cf\u8d39\uff0c\u5408\u89c4\u95ee\u9898\u4e00\u5e76\u89e3\u51b3\u3002<\/p>\n<\/li>\n

  3. \n

    \u8de8\u5b9e\u4f8b\u5171\u4eab\u5b58\u50a8<\/strong>
    \n \u8bad\u7ec3\u3001\u63a8\u7406\u3001\u6807\u6ce8\u4e09\u5957\u5b9e\u4f8b\u53ef\u6302\u8f7d\u540c\u4e00\u6301\u4e45\u5316\u5377\uff0c\u6570\u636e 0 \u8fc1\u51fa\uff0c\u544a\u522b\u201c\u4f20\u6a21\u578b 2 \u5c0f\u65f6\u3001\u8bad\u6a21\u578b 1 \u5c0f\u65f6\u201d\u7684\u5c34\u5c2c\u3002<\/p>\n<\/li>\n<\/ol>\n

    \n

    5 \u5206\u949f ROI \u8ba1\u7b97\u5668\uff1a\u660e\u5e74\u9884\u7b97\u4e00\u6b65\u5230\u4f4d<\/h2>\n

    \u628a\u4e0b\u5217\u5b57\u6bb5\u586b\u5165 Google Sheet\uff0c\u5373\u53ef\u5f97\u51fa\u5e74\u5ea6 TCO\u2014\u2014
    \n– \u5cf0\u503c\u5361\u6570\uff08Max\uff09
    \n– \u5e73\u5747\u5361\u6570\uff08Avg\uff09
    \n– \u5355\u5361\u8bad\u7ec3\u65f6\u957f\uff08\u5c0f\u65f6\/\u5e74\uff09
    \n– \u5de5\u7a0b\u5e08\u4eba\u529b\u6210\u672c\uff08\u5143\/\u5e74\uff09
    \n– \u7535\u4ef7\uff08\u5143\/\u5ea6\uff09<\/p>\n

    \u661f\u5b87\u667a\u7b97\u5df2\u628a\u516c\u5f0f\u5199\u597d\uff0c\u6a21\u677f\u4e0b\u8f7d\u5730\u5740\uff1a\u70b9\u51fb\u83b7\u53d6<\/a>\uff08\u5173\u952e\u8bcd\uff1aGPU\u670d\u52a1\u5668\u79df\u7528<\/strong>\uff09\u3002
    \n\u6309\u7167\u771f\u5b9e\u5ba2\u6237\u6570\u636e\uff0c\u5f53 Max\/Avg \u2264 1.8 \u65f6\uff0c\u5f39\u6027\u65b9\u6848\u4e00\u5b9a\u4f18\u4e8e\u5305\u5e74\uff1b\u82e5 Max\/Avg > 3\uff0c\u53ef\u6df7\u5408\u4f7f\u7528\u201c\u5305\u5e74\u57fa\u51c6+\u5f39\u6027 burst\u201d\uff0c\u7efc\u5408\u6210\u672c\u8fd8\u80fd\u518d\u964d 18%\u3002<\/p>\n

    \n

    \u65b0\u7528\u6237\u798f\u5229\uff1a10 \u5143\u4f53\u9a8c\u91d1\u65e0\u95e8\u69db<\/h2>\n

    \u73b0\u5728\u6ce8\u518c \u661f\u5b87\u667a\u7b97<\/a>\uff08\u5173\u952e\u8bcd\uff1aGPU\u4e91\u4e3b\u673a<\/strong>\uff09\uff0c\u8d26\u6237\u81ea\u52a8\u5230\u8d26 10 \u5143\u4f53\u9a8c\u91d1\uff0c\u53ef\u8dd1\u901a 7B \u6a21\u578b\u5b8c\u6574\u5fae\u8c03\u3002
    \n\u628a\u8fd9\u7bc7\u6587\u7ae0\u8f6c\u53d1\u5230\u6280\u672f\u7fa4\uff0c\u518d\u5f97 20 \u5143\u4ee3\u91d1\u5238\uff0c\u7b49\u4e8e\u514d\u8d39\u8bad\u5b8c\u4e00\u6b21 13B LoRA<\/strong>\u3002\u4ef7\u683c\u96ea\u5d29\u65f6\u4ee3\uff0c\u7701\u4e0b\u6765\u7684\u6bcf\u4e00\u5206\u94b1\uff0c\u90fd\u662f\u4e0b\u4e00\u6b21\u8fed\u4ee3\u7684\u5f39\u836f\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

    2025 \u5e74 6 \u6708\uff0c\u884c\u4e1a\u5a92\u4f53 AI Break \u62ab\u9732\uff1aH1…<\/p>\n","protected":false},"author":2,"featured_media":2801,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-2802","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-zixun"],"views":36,"_links":{"self":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/2802","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=2802"}],"version-history":[{"count":0,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/2802\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/media\/2801"}],"wp:attachment":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/media?parent=2802"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/categories?post=2802"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/tags?post=2802"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}