{"id":3277,"date":"2026-03-12T14:07:03","date_gmt":"2026-03-12T06:07:03","guid":{"rendered":"https:\/\/www.starverse-ai.com\/guide\/archives\/3277"},"modified":"2026-03-12T14:07:03","modified_gmt":"2026-03-12T06:07:03","slug":"%e8%87%aa%e8%b4%adgpu-vs-%e6%98%9f%e5%ae%87%e6%99%ba%e7%ae%97%ef%bc%9a%e4%b8%80%e5%bc%a0h100%e4%ba%94%e5%b9%b4tco%e8%b4%a6%e6%9c%ac%e6%9b%9d%e5%85%89%ef%bc%8c%e8%b0%81%e6%89%8d%e6%98%af%e5%a4%a7","status":"publish","type":"post","link":"https:\/\/www.starverse-ai.com\/guide\/archives\/3277","title":{"rendered":"\u81ea\u8d2dGPU VS \u661f\u5b87\u667a\u7b97\uff1a\u4e00\u5f20H100\u4e94\u5e74TCO\u8d26\u672c\u66dd\u5149\uff0c\u8c01\u624d\u662f\u5927\u6a21\u578b\u8bad\u7ec3\u771f\u9999\u9009\u62e9\uff1f"},"content":{"rendered":"
\"\u81ea\u8d2dGPU<\/figure>\n
\n

\u5927\u6a21\u578b\u70ed\u6f6e\u6b63\u9163\uff0c\u4e00\u5f20 NVIDIA H100 \u5374\u50cf\u623f\u4ef7\u4e00\u6837\u7275\u52a8\u4eba\u5fc3\u2014\u2014\u53bb\u5e74\u9ad8\u5cf0\u671f\uff0c\u5355\u5361\u5e02\u4ef7 25 \u4e07\u5143\uff0c\u4e91\u5e02\u573a\u79df\u4ef7\u4e00\u5ea6\u51b2\u5230 90 \u5143\/\u65f6\uff1b\u5982\u4eca\u73b0\u8d27\u4ef7\u867d\u56de\u843d\uff0c\u4f46\u6574\u673a\u67dc\u4ea4\u4ed8\u4ef7\u4ecd\u5f98\u5f8a\u5728 25\u201328 \u4e07\u533a\u95f4\uff0c\u800c\u6309\u9700\u7b97\u529b\u5374\u5df2\u8dcc\u81f3 15\u201320 \u5143\/\u65f6\u3002\u4ef7\u683c\u8170\u65a9\u80cc\u540e\uff0c\u662f\u201c\u81ea\u5efa GPU \u96c6\u7fa4\u201d\u4e0e\u201c\u5f39\u6027 GPU \u4e91\u4e3b\u673a\u201d\u4e24\u6761\u8def\u7ebf\u7684\u6b63\u9762\u78b0\u649e\u3002\u4e94\u5e74\u65f6\u95f4\u8de8\u5ea6\uff0c\u5230\u5e95\u8c01\u624d\u662f\u771f\u6b63\u7684\u771f\u9999\u9009\u62e9\uff1f\u6211\u4eec\u62c6\u5f00 TCO \u8d26\u672c\uff0c\u7528\u6570\u5b57\u8bf4\u8bdd\u3002<\/p>\n<\/blockquote>\n

\u884c\u60c5\uff1a\u4e00\u5f20 H100 \u7684\u201c\u51b0\u706b\u4e24\u91cd\u5929\u201d<\/h2>\n

\u8fc7\u53bb 12 \u4e2a\u6708\uff0cH100 \u4ece\u7f3a\u8d27\u5230\u653e\u91cf\uff0c\u884c\u60c5\u6025\u8f6c\u76f4\u4e0b\u3002
\n– \u73b0\u8d27\u5361\uff1a25 \u4e07+\/\u5f20\uff08\u542b 3 \u5e74\u8d28\u4fdd\uff09
\n– \u670d\u52a1\u5668\u6574\u673a\uff1a8 \u5361 H100 SXM \u673a\u578b 220\u2013240 \u4e07\uff0c\u542b IB \u4ea4\u6362\u3001\u6db2\u51b7\u673a\u67dc\u3001\u4e09\u5e74\u7ef4\u4fdd
\n– \u516c\u6709\u4e91\u6309\u9700\uff1a90 \u5143\/\u65f6 \u2192 40 \u5143\/\u65f6 \u2192 15\u201320 \u5143\/\u65f6\uff0c\u8dcc\u5e45 80%
\n– \u4e13\u4e1a GPU\u670d\u52a1\u5668\u79df\u7528 \u65b0\u73a9\u5bb6\uff1a\u661f\u5b87\u667a\u7b97\u76f4\u63a5\u7ed9\u51fa 0.18 \u7f8e\u5143\/\u5361\u65f6\uff0c\u6298\u5408\u4eba\u6c11\u5e01 \u22481.3 \u5143\/\u5361\u65f6\uff0c\u968f\u79df\u968f\u8fd8\uff0c\u65e0\u62bc\u91d1 <\/p>\n

\u5f53\u79df\u4ef7\u53ea\u6709\u81ea\u8d2d\u6210\u672c\u7684 1\/20\uff0c\u91c7\u8d2d\u90e8\u4e0e\u7b97\u6cd5\u90e8\u5f00\u59cb\u540c\u684c\u7b97\u8d26\uff1a\u4e94\u5e74\u751f\u547d\u5468\u671f\u91cc\uff0c\u7535\u8d39\u3001\u673a\u623f\u3001\u8fd0\u7ef4\u3001\u6298\u65e7\u3001\u8d44\u91d1\u5360\u7528\uff0c\u6bcf\u4e00\u5206\u94b1\u90fd\u8981\u644a\u5230\u6a21\u578b\u8bad\u7ec3\u7684\u6bcf\u4e2a token \u4e0a\u3002<\/p>\n

TCO \u6a21\u578b\uff1a\u81ea\u8d2d VS \u661f\u5b87\u667a\u7b97<\/h2>\n

\u6211\u4eec\u6309\u4e94\u5e74\u30018 \u5361 H100 \u8282\u70b9\u3001\u6bcf\u5929 20 \u5c0f\u65f6\u8fd0\u884c\u3001PUE 1.3 \u5efa\u6a21\uff1a<\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n
\u6210\u672c\u9879<\/th>\n\u81ea\u5efa\uff08\u4e07\u5143\uff09<\/th>\n\u661f\u5b87\u667a\u7b97\uff08\u4e07\u5143\uff09<\/th>\n<\/tr>\n<\/thead>\n
CAPEX\uff08\u786c\u4ef6\uff09<\/td>\n230<\/td>\n0<\/td>\n<\/tr>\n
\u673a\u623f\u6539\u9020\/\u79df\u8d41<\/td>\n45<\/td>\n0<\/td>\n<\/tr>\n
\u7535\u8d39\uff080.65 \u5143\/kWh\uff09<\/td>\n110<\/td>\n0<\/td>\n<\/tr>\n
\u8fd0\u7ef4 \u00d7 2 \u540d\u5de5\u7a0b\u5e08<\/td>\n180<\/td>\n0<\/td>\n<\/tr>\n
\u8d44\u91d1\u5360\u7528\uff085% \u5e74\u5316\uff09<\/td>\n58<\/td>\n0<\/td>\n<\/tr>\n
\u6298\u65e7\u6b8b\u503c\uff08-30%\uff09<\/td>\n-69<\/td>\n0<\/td>\n<\/tr>\n
\u4e94\u5e74\u603b\u6210\u672c<\/strong><\/td>\n554<\/strong><\/td>\n38<\/strong><\/td>\n<\/tr>\n
\u6298\u7b97\u5355\u5361\u65f6\u6210\u672c<\/td>\n19.2 \u5143<\/td>\n1.3 \u5143<\/strong><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u7ed3\u8bba\uff1a\u81ea\u5efa\u8282\u70b9\u6bcf\u5361\u65f6 19.2 \u5143\uff0c\u661f\u5b87\u667a\u7b97 GPU\u670d\u52a1\u5668\u79df\u7528<\/a> \u4ec5 1.3 \u5143\uff0c\u5dee\u8ddd 14 \u500d\u3002\u5373\u4fbf\u628a\u81ea\u5efa\u673a\u67dc\u8dd1\u5230\u6ee1\u8d1f\u8377 24\u00d7365\uff0c\u4e5f\u65e0\u6cd5\u964d\u5230 8 \u5143\u4ee5\u4e0b\u2014\u2014\u8d44\u672c\u652f\u51fa\u4e0e\u7535\u8d39\u662f\u786c\u6210\u672c\uff0c\u800c\u4e91\u5316\u65b9\u6848\u628a\u8fd9\u4e24\u90e8\u5206\u76f4\u63a5\u6e05\u96f6\u3002<\/p>\n

\u5f39\u6027\u4e91\u4e3b\u673a\uff1a\u968f\u79df\u968f\u8fd8\u7684\u201c\u7b97\u529b\u4f59\u989d\u5b9d\u201d<\/h2>\n

\u661f\u5b87\u667a\u7b97\u7684\u505a\u6cd5\u662f\u201c\u5316\u6574\u4e3a\u96f6\u201d\uff1a\u628a H100\u3001A100\u3001RTX 4090 \u7b49\u4e3b\u6d41 GPU \u62c6\u6210\u53ef\u5206\u949f\u7ea7\u4ea4\u4ed8\u7684\u5b9e\u4f8b\uff0c\u7528\u6237\u901a\u8fc7\u63a7\u5236\u53f0\u6216 API \u4e00\u952e\u62c9\u8d77 GPU\u4e91\u4e3b\u673a<\/a>\uff0c\u652f\u6301\u5173\u673a\u4e0d\u8ba1\u8d39\u3001\u955c\u50cf\u6301\u4e45\u5316\u3001\u8de8\u8282\u70b9 RDMA \u4e92\u8054\u3002
\n– \u9762\u5411\u8bad\u7ec3\uff1a8\u00d7H100 \u8282\u70b9\uff0cNVLink + 400 Gbps InfiniBand\uff0c1.3 \u5143\/\u5361\u65f6
\n– \u9762\u5411\u63a8\u7406\uff1a1\u00d7RTX 4090\uff0c0.25 \u5143\/\u65f6\uff0c\u652f\u6301 Triton \u4e00\u952e\u90e8\u7f72
\n– \u9762\u5411\u8c03\u8bd5\uff1a\u65e0 GPU \u6a21\u5f0f 0.05 \u5143\/\u65f6\uff0c\u5199\u4ee3\u7801\u3001\u8c03\u811a\u672c\u4e0d\u70e7\u94b1 <\/p>\n

\u5e73\u53f0\u5185\u7f6e 300+ \u516c\u5171\u6570\u636e\u96c6\u3001150+ \u9884\u8bad\u7ec3\u6a21\u578b\uff0c\u914d\u5408 10 TB \u514d\u8d39\u8de8\u5b9e\u4f8b\u5171\u4eab\u5b58\u50a8\uff0c\u628a\u201c\u627e\u6570\u636e\u2014\u4e0b\u6570\u636e\u2014\u62f7\u6570\u636e\u201d\u4e09\u6b65\u538b\u7f29\u6210\u201c\u70b9\u51fb\u6302\u8f7d\u201d\u4e00\u79d2\u5b8c\u6210\u3002\u5bf9\u4e8e\u9ad8\u6821\u56e2\u961f\uff0c\u8fd9\u610f\u5473\u7740\u4e0d\u518d\u7528 2 M \u6821\u56ed\u7f51\u8fde\u591c\u62d6 ImageNet\uff1b\u5bf9\u4e8e\u521d\u521b\u516c\u53f8\uff0c\u8fd9\u610f\u5473\u7740\u7b2c\u4e00\u5929\u5c31\u80fd\u62c9\u8d77 Stable Diffusion XL \u505a AI\u5e94\u7528<\/a> \u539f\u578b\u3002<\/p>\n

\u5b9e\u6218\uff1a10B \u89c6\u89c9\u5927\u6a21\u578b\uff0c\u81ea\u5efa 300 \u4e07\u9884\u7b97\u88ab\u201c\u6253\u9aa8\u6298\u201d<\/h2>\n

\u67d0 985 \u9ad8\u6821 CV Lab \u8ba1\u5212\u8bad\u7ec3 10B \u53c2\u6570\u7684 Vision Transformer\uff0c\u9884\u4f30\u9700\u8981 8\u00d7H100 \u6301\u7eed\u8dd1 4 \u4e2a\u6708\uff0c\u5916\u52a0 30% \u7684\u8c03\u8bd5\u5197\u4f59\u3002
\n– \u81ea\u5efa\u65b9\u6848\uff1a\u91c7\u8d2d 8 \u5361 H100 \u8282\u70b9 230 \u4e07\uff0c\u914d\u5957\u673a\u623f\u3001\u7535\u8868\u3001UPS \u6269\u5bb9 70 \u4e07\uff0c\u5408\u8ba1 300 \u4e07
\n– \u661f\u5b87\u667a\u7b97\u65b9\u6848\uff1a\u8bad\u7ec3\u5468\u671f 120 \u5929 \u00d7 20 \u5c0f\u65f6 \u00d7 8 \u5361 \u00d7 1.3 \u5143 = \u7ea6 42 \u4e07 <\/p>\n

\u6700\u7ec8\uff0c\u8be5\u56e2\u961f\u628a 258 \u4e07\u9884\u7b97\u5dee\u989d\u6295\u5165\u6570\u636e\u6807\u6ce8\u4e0e\u4eba\u624d\u62db\u8058\uff0c\u6a21\u578b\u5728 108 \u5929\u5185\u5b8c\u6210\u4e24\u8f6e\u9884\u8bad\u7ec3 + \u4e09\u9636\u6bb5\u5fae\u8c03\uff0c\u7cbe\u5ea6\u6307\u6807\u6bd4\u539f\u65b9\u6848\u63d0\u5347 1.7%\uff0c\u9879\u76ee\u7ed3\u9898\u65f6\u95f4\u63d0\u524d 2 \u4e2a\u6708\u3002\u5bfc\u5e08\u7684\u603b\u7ed3\u53ea\u6709\u4e00\u53e5\uff1a\u201c\u79d1\u7814\u7ecf\u8d39\u4e0d\u662f\u62ff\u6765\u4e70\u94c1\u7599\u7629\u7684\uff0c\u662f\u7528\u6765\u9a8c\u8bc1\u60f3\u6cd5\u7684\u3002\u201d<\/p>\n

\u7ed3\u8bba\uff1a\u8bad\u7ec3\u4e0e\u5fae\u8c03\u9636\u6bb5\uff0c\u5f39\u6027 GPU \u4e91\u4e3b\u673a > \u81ea\u5efa\u96c6\u7fa4<\/h2>\n
    \n
  1. CAPEX \u5f52\u96f6\uff1a\u4e94\u5e74 TCO \u6210\u672c\u4e0b\u964d 90%+\uff0c\u8d44\u91d1\u53ef\u6295\u5165\u5230\u7b97\u6cd5\u4e0e\u6570\u636e <\/li>\n
  2. \u5f39\u6027\u4f38\u7f29\uff1a10 \u5206\u949f\u53ef\u62c9\u8d77 256 \u5361\uff0c\u8bad\u7ec3\u5b8c\u7acb\u5373\u91ca\u653e\uff0c\u6ca1\u6709\u95f2\u7f6e <\/li>\n
  3. \u8fd0\u7ef4\u6258\u7ba1\uff1a\u673a\u623f\u3001\u4f9b\u7535\u3001\u7f51\u7edc\u3001\u6545\u969c\u914d\u4ef6\u5168\u90e8\u7531\u5e73\u53f0\u627f\u62c5 <\/li>\n
  4. \u751f\u6001\u5373\u5f00\u5373\u7528\uff1a\u516c\u5171\u6a21\u578b\u3001\u6570\u636e\u96c6\u3001AI \u5e94\u7528\u4e00\u952e\u90e8\u7f72\uff0c\u7814\u53d1\u6548\u7387\u63d0\u5347 40% <\/li>\n<\/ol>\n

    \u5f53\u7136\uff0c\u5982\u679c\u8d35\u53f8\u4e1a\u52a1\u662f 7\u00d724 \u6301\u7eed\u63a8\u7406\u4e14 QPS \u7a33\u5b9a\uff0c\u81ea\u8d2d\u5728\u7b2c\u4e09\u5e74\u53ef\u80fd\u4f1a\u8ffd\u4e0a\u4e91\u7684\u8fd0\u8425\u6210\u672c\u3002\u4f46\u5bf9\u5927\u6a21\u578b\u8bad\u7ec3\u4e0e\u5fae\u8c03\u9636\u6bb5<\/strong>\u800c\u8a00\uff0c\u7b97\u529b\u9700\u6c42\u5448\u201c\u8109\u51b2\u5f0f\u201d\u7206\u53d1\u2014\u2014\u4eca\u5929 512 \u5361\uff0c\u4e0b\u5468 32 \u5361\uff0c\u6708\u5e95\u53c8\u8981\u56de 128 \u5361\u2014\u2014\u53ea\u6709\u968f\u79df\u968f\u8fd8\u7684 GPU\u670d\u52a1\u5668\u79df\u7528<\/a> \u6a21\u5f0f\uff0c\u624d\u80fd\u628a\u6bcf\u4e00\u5206\u94b1\u90fd\u8f6c\u5316\u6210\u5b9e\u5b9e\u5728\u5728\u7684\u6a21\u578b\u6027\u80fd\u3002<\/p>\n

    \u73b0\u5728\u6ce8\u518c\u661f\u5b87\u667a\u7b97\uff0c\u65b0\u7528\u6237\u7acb\u9886 10 \u5143\u4f53\u9a8c\u91d1\uff0c0.3 \u5143\u5c31\u80fd\u8dd1 RTX 4090 \u4e00\u5c0f\u65f6\uff0cH100 \u5355\u5361\u4e5f\u53ea\u9700 1.3 \u5143\u3002\u628a\u9884\u7b97\u82b1\u5728\u7b97\u6cd5\u521b\u65b0\u4e0a\uff0c\u8ba9\u201c\u94c1\u7599\u7629\u201d\u7559\u5728\u4e91\u7aef\uff0c\u6216\u8bb8\u624d\u662f\u5927\u6a21\u578b\u65f6\u4ee3\u7684\u6b63\u786e\u6253\u5f00\u65b9\u5f0f\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

    \u5927\u6a21\u578b\u70ed\u6f6e\u6b63\u9163\uff0c\u4e00\u5f20 NVIDIA H100 \u5374\u50cf\u623f\u4ef7\u4e00\u6837\u7275…<\/p>\n","protected":false},"author":2,"featured_media":3276,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-3277","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-zixun"],"views":212,"_links":{"self":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/3277","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=3277"}],"version-history":[{"count":0,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/3277\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/media\/3276"}],"wp:attachment":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/media?parent=3277"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/categories?post=3277"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/tags?post=3277"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}