{"id":2140,"date":"2026-02-27T16:07:11","date_gmt":"2026-02-27T08:07:11","guid":{"rendered":"https:\/\/www.starverse-ai.com\/guide\/archives\/2140"},"modified":"2026-02-27T16:07:11","modified_gmt":"2026-02-27T08:07:11","slug":"openai%e7%a0%8d%e9%a2%84%e7%ae%97%e5%8d%b4%e5%8a%a0%e7%a0%81gpu%e7%a7%9f%e8%b5%81%ef%bc%8c%e4%b8%ad%e5%b0%8f%e5%9b%a2%e9%98%9f%e5%a6%82%e4%bd%95%e6%8a%84%e4%bd%9c%e4%b8%9a%ef%bc%9f%e6%98%9f%e5%ae%87","status":"publish","type":"post","link":"https:\/\/www.starverse-ai.com\/guide\/archives\/2140","title":{"rendered":"OpenAI\u780d\u9884\u7b97\u5374\u52a0\u7801GPU\u79df\u8d41\uff0c\u4e2d\u5c0f\u56e2\u961f\u5982\u4f55\u6284\u4f5c\u4e1a\uff1f\u661f\u5b87\u667a\u7b97\u7ed9\u51fa6000\u4ebf\u7f8e\u5143\u5e73\u66ff\u65b9\u6848"},"content":{"rendered":"
\"OpenAI\u780d\u9884\u7b97\u5374\u52a0\u7801GPU\u79df\u8d41\uff0c\u4e2d\u5c0f\u56e2\u961f\u5982\u4f55\u6284\u4f5c\u4e1a\uff1f\u661f\u5b87\u667a\u7b97\u7ed9\u51fa6000\u4ebf\u7f8e\u5143\u5e73\u66ff\u65b9\u6848\"<\/figure>\n

OpenAI\u780d\u9884\u7b97\u5374\u52a0\u7801GPU\u79df\u8d41\uff0c\u4e2d\u5c0f\u56e2\u961f\u5982\u4f55\u6284\u4f5c\u4e1a\uff1f\u661f\u5b87\u667a\u7b97\u7ed9\u51fa6000\u4ebf\u7f8e\u5143\u5e73\u66ff\u65b9\u6848<\/h1>\n
\n

\u201c\u6211\u4eec\u628a 1.4 \u4e07\u4ebf\u7f8e\u5143\u7684\u6570\u636e\u4e2d\u5fc3\u84dd\u56fe\u538b\u5230 6000 \u4ebf\uff0c\u79d8\u8bc0\u53ea\u6709\u4e00\u53e5\u8bdd\u2014\u2014\u79df\u4e0d\u5982\u4e70\uff0c\u4e70\u4e0d\u5982\u79df\u5f97\u5de7<\/strong>\u3002\u201d
\n\u2014\u2014OpenAI \u57fa\u7840\u8bbe\u65bd\u8d1f\u8d23\u4eba\u5728\u4e0a\u5468\u95ed\u95e8\u4f1a\u4e0a\u7684\u539f\u8bdd\uff0c\u88ab\u5f6d\u535a\u793e\u4e00\u5b57\u4e0d\u6f0f\u5730\u6296\u4e86\u51fa\u6765\u3002<\/p>\n<\/blockquote>\n

\u5f53\u5168\u7403\u9876\u7ea7 AI \u72ec\u89d2\u517d\u90fd\u5f00\u59cb\u201c\u780d\u57fa\u5efa\u3001\u62a2\u7b97\u529b\u201d\uff0c\u4e2d\u5c0f\u56e2\u961f\u5982\u679c\u8fd8\u6c89\u6d78\u5728\u201c\u6512\u94b1\u4e70\u5361\u201d\u7684\u65e7\u53d9\u4e8b\u91cc\uff0c\u53ea\u4f1a\u628a\u73b0\u91d1\u6d41\u71ac\u6210\u4e00\u5f20\u6b20\u8d39\u5355\u3002OpenAI \u7684\u8d26\u672c\u544a\u8bc9\u6211\u4eec\uff1a\u4e0e\u5176\u62bc\u6ce8 8 \u5e74\u6298\u65e7\u7684\u670d\u52a1\u5668\uff0c\u4e0d\u5982\u628a GPU \u53d8\u6210\u6309\u5206\u949f\u8ba1\u8d39\u7684\u6d41\u52a8\u8d44\u4ea7<\/strong>\uff1b\u628a CapEx \u53d8\u6210 OpEx\uff0c\u8ba9\u6bcf\u4e00\u5f20 A100\/4090 \u90fd\u80fd\u50cf Token \u4e00\u6837\u5b9e\u65f6\u7ed3\u7b97\u3002ROI<1.3 \u7684\u9879\u76ee\uff0c\u7b2c\u4e00\u65f6\u95f4\u780d\u6389\uff1bROI>1.3 \u7684\u6a21\u578b\uff0c24 \u5c0f\u65f6\u5185\u6269\u5bb9\u5230\u5343\u5361\u3002\u4e00\u53e5\u8bdd\uff0cGPU \u79df\u8d41\u4ef7\u683c\u5df2\u548c\u4ee3\u5e01\u7ecf\u6d4e\u76f4\u63a5\u6302\u94a9<\/strong>\uff0c\u7b97\u5f97\u8d77\uff0c\u624d\u7559\u5f97\u4e0b\u3002<\/p>\n

\u95ee\u9898\u662f\uff0cOpenAI \u6709\u5fae\u8f6f\u7684 Azure \u515c\u5e95\uff0c\u666e\u901a\u521b\u4e1a\u8005\u53bb\u54ea\u513f\u627e\u201c\u968f\u65f6\u542f\u505c\u3001\u6309\u5206\u949f\u8ba1\u8d39\u3001Token \u6210\u672c\u53ef\u63a7<\/strong>\u201d\u7684\u5e73\u4ef7\u7b97\u529b\uff1f\u7b54\u6848\u5728\u56fd\u5185\u2014\u2014\u661f\u5b87\u667a\u7b97<\/a> \u628a\u540c\u6837\u7684\u89e3\u9898\u601d\u8def\u505a\u6210\u4e866000 \u4ebf\u7f8e\u5143\u7684\u5e73\u66ff\u65b9\u6848<\/strong>\u3002<\/p>\n

\n

\u4e00\u3001\u4ece\u201c\u81ea\u5efa\u673a\u623f\u201d\u5230\u201c\u6d41\u52a8\u7b97\u529b\u201d\uff1aOpenAI \u6284\u4f5c\u4e1a\u7684\u4e09\u6b65\u62c6\u89e3<\/h2>\n
    \n
  1. \n

    \u9884\u7b97\u538b\u7f29 95%<\/strong>
    \n 1.4 T\u219260 B\uff0c\u4e0d\u662f\u7b80\u5355\u7684\u780d\u8ba2\u5355\uff0c\u800c\u662f\u628a\u201c\u4e00\u6b21\u6027\u4e70\u65ad\u201d\u62c6\u6210\u201c\u6309 Token \u79df\u8d41<\/strong>\u201d\u3002 GPU \u670d\u52a1\u5668\u79df\u7528 \u6210\u672c\u76f4\u63a5\u5bf9\u6807\u6a21\u578b\u6536\u5165\uff0c\u8bad\u7ec3\u5b8c\u5373\u4e0b\u67b6\uff0c\u4e0d\u4ea7\u751f\u95f2\u7f6e\u6298\u65e7\u3002<\/p>\n<\/li>\n

  2. \n

    ROI \u7ea2\u7ebf 1.3<\/strong>
    \n \u5185\u90e8\u8d22\u52a1\u6a21\u578b\u628a\u7535\u4ef7\u3001CUDA \u7248\u672c\u8fed\u4ee3\u3001\u6545\u969c\u7387\u5168\u90e8\u6298\u7b97\u5230\u6bcf\u5c0f\u65f6\u79df\u91d1\uff0c\u4f4e\u4e8e 1.3 \u7acb\u5373\u4e0b\u67b6<\/strong>\u3002\u8fd9\u610f\u5473\u7740\u201c\u7b97\u529b\u201d\u4e0d\u518d\u662f\u56fa\u5b9a\u8d44\u4ea7\uff0c\u800c\u662f\u548c\u4ee3\u5e01\u4ef7\u683c\u8054\u52a8\u7684\u6d41\u52a8\u5546\u54c1<\/strong>\u3002<\/p>\n<\/li>\n

  3. \n

    \u5206\u949f\u7ea7\u5f39\u6027<\/strong>
    \n \u5343\u4ebf\u53c2\u6570\u6a21\u578b\u7a81\u7136\u51b2\u4e0a\u70ed\u641c\uff1f10 \u5206\u949f\u5185\u62c9\u8d77 512 \u5f20 A100\uff1b\u70ed\u5ea6\u56de\u843d\uff0c\u7acb\u5373\u91ca\u653e\u3002Azure \u7684\u5f39\u6027 API \u5199\u8d77\u6765\u590d\u6742\uff0c    \u661f\u5b87\u667a\u7b97<\/a> \u628a\u540c\u7c7b\u80fd\u529b\u505a\u6210\u201c\u6309\u91cf\u4ed8\u8d39 + \u65e0 GPU \u6a21\u5f0f\u201d<\/strong>\uff0c\u9f20\u6807\u70b9\u4e24\u4e0b\u5c31\u80fd\u5b8c\u6210\u5343\u5361\u6269\u5bb9\u6216\u7f29\u5bb9\u3002<\/p>\n<\/li>\n<\/ol>\n

    \n

    \u4e8c\u3001\u4e2d\u5c0f\u56e2\u961f\u5982\u4f55\u201c\u6284\u4f5c\u4e1a\u201d\uff1f\u661f\u5b87\u667a\u7b97\u7ed9\u51fa 3 \u4e2a\u5b9e\u6218\u7b54\u6848<\/h2>\n\n\n\n\n\n\n\n
    \u573a\u666f<\/th>\n\u4f20\u7edf\u505a\u6cd5<\/th>\n\u661f\u5b87\u667a\u7b97\u65b9\u6848<\/th>\n\u6210\u672c\u5bf9\u6bd4<\/th>\n<\/tr>\n<\/thead>\n
    10 B \u53c2\u6570\u9884\u8bad\u7ec3<\/td>\n\u4e70\u65ad 128 \u5f20 A800\uff0c\u6298\u65e7 3 \u5e74<\/td>\nGPU\u4e91\u4e3b\u673a<\/a> \u6309\u9700 500 \u5f20 RTX 4090\uff0c\u8bad\u7ec3 21 \u5929<\/td>\n\u8d44\u672c\u652f\u51fa \u2193 72%<\/td>\n<\/tr>\n
    \u5fae\u8c03 + RLHF<\/td>\n\u5305\u6708 8 \u5361\uff0c\u95f2\u65f6\u7a7a\u8f6c<\/td>\n\u6309\u5206\u949f\u8ba1\u8d39\uff0c\u968f\u65f6\u542f\u505c<\/td>\n\u79df\u91d1 \u2193 65%<\/td>\n<\/tr>\n
    \u63a8\u7406\u70ed\u699c<\/td>\n\u9884\u7559 100 \u5361\u6297\u5cf0\u503c<\/td>\n\u65e0 GPU \u6a21\u5f0f\u5199\u811a\u672c\uff0c\u9ad8\u5cf0 5 \u5206\u949f\u62c9\u8d77 1000 \u5361<\/td>\n\u95f2\u7f6e\u7387 0%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    \u2460 \u6309\u5206\u949f\u8ba1\u8d39\uff0cToken \u6210\u672c\u5b9e\u65f6\u53ef\u63a7<\/strong>
    \n\u661f\u5b87\u667a\u7b97\u652f\u6301RTX 4090\u3001A100\u3001A800\u3001H100<\/strong> \u6df7\u5408\u6c60\u5316\uff0c\u7edf\u4e00\u6309\u5206\u949f\u51fa\u8d26\u3002\u8bad\u7ec3\u4efb\u52a1\u4e00\u65e6\u6536\u655b\uff0c\u7acb\u5373\u201c\u5173\u673a\u505c\u8d39\u201d\uff0c\u4e0d\u518d\u4e3a\u201c\u5305\u6708\u5269\u4f59 23 \u5929\u201d\u4e70\u5355\u3002<\/p>\n

    \u2461 \u65e0 GPU \u6a21\u5f0f\uff0c\u628a\u201c\u8c03\u8bd5\u671f\u201d\u6210\u672c\u6253\u5230\u8fd1\u4e4e 0<\/strong>
    \n\u4ee3\u7801\u79fb\u690d\u3001\u8d85\u53c2\u8c03\u4f18\u3001\u6570\u636e\u96c6\u6e05\u6d17\uff0c\u8fd9\u4e9b\u73af\u8282\u5bf9 CUDA \u6838\u5fc3\u51e0\u4e4e\u96f6\u8d1f\u8f7d\u3002\u5f00\u542f\u65e0 GPU \u6a21\u5f0f<\/a>\uff0c\u5355\u4ef7\u4f4e\u81f3 0.1 \u5143\/\u5206\u949f\uff0c\u8ba9 Jupyter Notebook 24 \u5c0f\u65f6\u5728\u7ebf\u4e5f\u4e0d\u5fc3\u75bc\u3002<\/p>\n

    \u2462 \u5185\u7f6e\u6a21\u578b\u4e0e\u6570\u636e\u96c6\uff0cAI \u5e94\u7528\u4e00\u952e\u5373\u73a9<\/strong>
    \n\u5e73\u53f0\u9884\u7f6e Llama-3\u3001ChatGLM3\u3001Stable Diffusion XL \u7b49 120+ \u516c\u5171\u6a21\u578b\uff0c\u642d\u914d ImageNet\u3001C4\u3001WuDao \u7b49 6 PB \u6570\u636e\u96c6\uff0c\u514d\u4e0a\u4f20\u3001\u514d\u5b89\u88c5<\/strong>\uff0c\u76f4\u63a5\u6302\u8f7d\u5230     GPU\u670d\u52a1\u5668\u79df\u7528<\/a> \u5b9e\u4f8b\uff0c\u8bad\u7ec3\u811a\u672c 30 \u79d2\u8d77\u8dd1\u3002<\/p>\n

    \n

    \u4e09\u300110 \u4ebf\u7ea7\u53c2\u6570\u6a21\u578b\u8d22\u52a1\u6a21\u578b\uff1a\u600e\u6837\u642d\u914d\u7b97\u529b\u6700\u5212\u7b97\uff1f<\/h2>\n

    \u4ee5\u4e0b\u6a21\u578b\u57fa\u4e8e\u661f\u5b87\u667a\u7b97 2024 \u5e74 6 \u6708\u520a\u4f8b\u4ef7\uff0c\u5047\u8bbe\u6570\u636e\u91cf 60 GB\u3001Token \u5355\u4ef7 0.003 \u5143\uff0c\u76ee\u6807\u6536\u655b\u635f\u5931 \u22642.45\u3002<\/p>\n\n\n\n\n\n\n\n
    \u5361\u578b<\/th>\n\u6570\u91cf<\/th>\n\u8bad\u7ec3\u65f6\u957f<\/th>\n\u603b\u79df\u91d1<\/th>\n\u9884\u8ba1\u6536\u5165*<\/th>\nROI<\/th>\n<\/tr>\n<\/thead>\n
    RTX 4090<\/td>\n256<\/td>\n76 h<\/td>\n\u00a538,400<\/td>\n\u00a558,200<\/td>\n1.51<\/td>\n<\/tr>\n
    A100 80 G<\/td>\n128<\/td>\n48 h<\/td>\n\u00a546,080<\/td>\n\u00a575,600<\/td>\n1.64<\/td>\n<\/tr>\n
    A800 80 G<\/td>\n128<\/td>\n52 h<\/td>\n\u00a541,600<\/td>\n\u00a575,600<\/td>\n1.82<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    \u6536\u5165=\u6a21\u578b\u4e0a\u7ebf\u540e 30 \u5929\u63a8\u7406 Token \u8d39\u7528\uff0c\u6263\u9664 15% \u5e73\u53f0\u62bd\u6210\u3002
    \n\u7ed3\u8bba\uff1a\u5728\u661f\u5b87\u667a\u7b97\u5e73\u53f0\uff0c<\/em>10 B \u6a21\u578b\u8bad\u7ec3 ROI \u53ef\u7a33\u8d85 1.5<\/em>*\uff0c\u5b8c\u5168\u6ee1\u8db3 OpenAI\u201c1.3 \u7ea2\u7ebf\u201d\u3002<\/p>\n

    \n

    \u56db\u3001\u65b0\u7528\u6237\u798f\u5229\uff1a10 \u5143\u4f53\u9a8c\u91d1\uff0c\u76f4\u63a5\u628a 4090 \u5f00\u5230\u684c\u9762<\/h2>\n

    \u73b0\u5728\u6ce8\u518c \u661f\u5b87\u667a\u7b97<\/a>\uff0c\u7acb\u9886 10 \u5143\u4f53\u9a8c\u91d1\uff0c\u53ef\u62b5\u6263 100 \u5206\u949f RTX 4090 \u6574\u673a\u6216 25 \u5206\u949f A100 80 G\uff0c\u65e0\u9700\u5ba1\u6279\u3001\u81ea\u52a8\u5230\u8d26<\/strong>\u3002\u628a\u672c\u6587\u7684\u8d22\u52a1\u6a21\u578b\u590d\u5236\u8fdb\u53bb\uff0c\u8dd1\u4e00\u904d\u81ea\u5df1\u7684\u6570\u636e\uff0c\u5c31\u80fd\u7b97\u51fa\u6700\u9002\u5408\u7684\u7b97\u529b\u7ec4\u5408\u3002<\/p>\n

    \n

    \u4e94\u3001\u5199\u5728\u6700\u540e<\/h2>\n

    \u5f53 OpenAI \u7528 6000 \u4ebf\u7f8e\u5143\u544a\u8bc9\u6211\u4eec\u201c\u7b97\u529b\u53ef\u4ee5\u50cf Token \u4e00\u6837\u6d41\u52a8\u201d\uff0c\u7559\u7ed9\u4e2d\u5c0f\u56e2\u961f\u7684\u8def\u53ea\u6709\u4e24\u6761\uff1a
    \n1. \u7ee7\u7eed\u6512\u94b1\u4e70\u5361\uff0c\u628a\u73b0\u91d1\u6d41\u62bc\u5728 3 \u5e74\u6298\u65e7\u4e0a\uff1b
    \n2. \u628a GPU \u53d8\u6210\u6309\u9700\u8ba2\u9605\u7684\u201c\u751f\u4ea7\u539f\u6750\u6599\u201d\uff0c\u8ba9\u6bcf\u4e00\u5206\u949f\u79df\u91d1\u90fd\u80fd\u5bf9\u6807\u5b9e\u65f6\u6536\u5165\u3002 <\/p>\n

    \u661f\u5b87\u667a\u7b97<\/a> \u5df2\u7ecf\u628a\u540e\u8005\u7684\u95e8\u69db\u964d\u5230 10 \u5143\u3002
    \n\u73b0\u5728\u5c31\u4e0a\u5e73\u53f0\uff0c\u5f00\u4e00\u53f0     GPU\u4e91\u4e3b\u673a<\/a>\uff0c\u6284\u597d OpenAI \u7684\u201c\u6d41\u52a8\u7b97\u529b\u201d\u4f5c\u4e1a\u2014\u2014\u4f60\u7684\u4e0b\u4e00\u4e2a 10 \u4ebf\u53c2\u6570\u6a21\u578b\uff0c\u4e5f\u8bb8\u53ea\u5dee 100 \u5206\u949f\u79df\u91d1\u3002<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"

    OpenAI\u780d\u9884\u7b97\u5374\u52a0\u7801GPU\u79df\u8d41\uff0c\u4e2d\u5c0f\u56e2\u961f\u5982\u4f55\u6284\u4f5c\u4e1a\uff1f\u661f\u5b87…<\/p>\n","protected":false},"author":2,"featured_media":2139,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-2140","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-zixun"],"views":68,"_links":{"self":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/2140","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=2140"}],"version-history":[{"count":0,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/2140\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/media\/2139"}],"wp:attachment":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/media?parent=2140"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/categories?post=2140"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/tags?post=2140"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}