{"id":2723,"date":"2026-03-06T14:19:11","date_gmt":"2026-03-06T06:19:11","guid":{"rendered":"https:\/\/www.starverse-ai.com\/guide\/archives\/2723"},"modified":"2026-03-06T14:19:11","modified_gmt":"2026-03-06T06:19:11","slug":"%e4%bb%8e%e8%ae%ad%e7%bb%83%e5%88%b0%e6%8e%a8%e7%90%86%e4%b8%80%e6%9d%a1%e9%be%99%ef%bc%81%e6%98%9f%e5%ae%87%e6%99%ba%e7%ae%97serverless-gpu%e6%8a%8aai%e5%ba%94%e7%94%a8%e6%88%90%e6%9c%ac%e5%86%8d","status":"publish","type":"post","link":"https:\/\/www.starverse-ai.com\/guide\/archives\/2723","title":{"rendered":"\u4ece\u8bad\u7ec3\u5230\u63a8\u7406\u4e00\u6761\u9f99\uff01\u661f\u5b87\u667a\u7b97Serverless GPU\u628aAI\u5e94\u7528\u6210\u672c\u518d\u780d50%"},"content":{"rendered":"
\"\u4ece\u8bad\u7ec3\u5230\u63a8\u7406\u4e00\u6761\u9f99\uff01\u661f\u5b87\u667a\u7b97Serverless<\/figure>\n
\n

\u201c\u5927\u6a21\u578b\u63a8\u7406\u9ad8\u5cf0\u671f\u53ea\u6301\u7eed\u4e24\u5c0f\u65f6\uff0c\u5374\u6309\u6708\u5305\u673a\u4e70\u65ad\u6574\u5361\u2014\u2014\u8fd9\u662f90% AI\u56e2\u961f\u57282024\u5e74\u4ecd\u5728\u91cd\u590d\u7684\u70e7\u94b1\u6545\u4e8b\u3002\u201d
\n\u2014\u2014\u300a\u4e2d\u56fdAIGC\u7b97\u529b\u4f7f\u7528\u62a5\u544a\u300b<\/p>\n<\/blockquote>\n

\u5f53\u884c\u4e1a\u628a\u201c\u964d\u672c\u589e\u6548\u201d\u558a\u6210\u53e3\u53f7\uff0cGPU\u8d26\u5355\u5374\u50cf\u8131\u7f30\u91ce\u9a6c\u3002\u67d0\u5934\u90e8\u7535\u5546\u7b97\u6cd5\u8d1f\u8d23\u4eba\u7b97\u8fc7\u4e00\u7b14\u8d26\uff1a\u4e3a\u5e94\u5bf9\u201c618\u201dAI\u5ba2\u670d\u5cf0\u503c1.2\u4e07QPS\uff0c\u4ed6\u4eec\u63d0\u524d\u4e09\u4e2a\u6708\u5305\u6708\u79df\u7528100\u5f20A100\uff0c\u7ed3\u679c\u5b9e\u9645\u9ad8\u8d1f\u8f7d\u4ec5\u51fa\u73b0\u57286\u670818\u65e510:00-12:00\u3002\u4e24\u4e2a\u5c0f\u65f6\uff0c\u70e7\u6389\u5168\u5e74\u9884\u7b97\u768418%\uff0c\u5176\u4f59\u65f6\u95f4\u5361\u5229\u7528\u7387\u4e0d\u52308%\u3002\u8fd9\u4e0d\u662f\u4e2a\u6848\uff0c\u800c\u662f\u6240\u6709\u751f\u6210\u5f0fAI\u5e94\u7528\u4ece\u8bad\u7ec3\u8d70\u5411\u89c4\u6a21\u5316\u63a8\u7406\u65f6\uff0c\u90fd\u4f1a\u8e29\u7684\u6df1\u5751\u3002<\/p>\n

\u75db\u70b9\uff1a\u5305\u6708\u4e70\u5361=\u4e3a\u201c\u95f2\u7f6e\u65f6\u95f4\u201d\u6253\u5de5<\/h2>\n

\u4f20\u7edfGPU\u670d\u52a1\u5668\u79df\u7528<\/a>\u6a21\u5f0f\u53ea\u80fd\u6309\u6574\u6708\u3001\u6574\u5361\u4e0b\u5355\uff0c\u4e00\u65e6\u4e1a\u52a1\u66f2\u7ebf\u4e0e\u9884\u6d4b\u9519\u4f4d\uff0c\u5c31\u4f1a\u51fa\u73b0\u201c\u4e09\u5b97\u7f6a\u201d\uff1a
\n1. \u9ad8\u5cf0\u625b\u4e0d\u4f4f\u2014\u2014QPS\u7a81\u589e\uff0c\u6392\u961f latency \u98d9\u5347\uff0c\u7528\u6237\u4f53\u9a8c\u96ea\u5d29\uff1b
\n2. \u4f4e\u8c37\u7a7a\u8f6c\u2014\u2014\u51cc\u6668\u6d41\u91cf\u63a5\u8fd10\uff0c\u5361\u4f9d\u65e7\u8dd1\u529f\u8017\uff0c\u9884\u7b97\u6253\u6c34\u6f02\uff1b
\n3. \u5bb9\u91cf\u96be\u9884\u4f30\u2014\u2014\u6d3b\u52a8\u529b\u5ea6\u3001\u6295\u653e\u8282\u594f\u3001\u6a21\u578b\u8fed\u4ee3\u901f\u5ea6\u90fd\u5728\u53d8\uff0c\u63d0\u524d\u4e09\u4e2a\u6708\u505a\u8d44\u6e90\u89c4\u5212\uff0c\u548c\u201c\u7b97\u547d\u201d\u6ca1\u533a\u522b\u3002 <\/p>\n

\u65b9\u6848\uff1a\u661f\u5b87Serverless GPU\uff0c\u8ba9\u7b97\u529b\u50cf\u81ea\u6765\u6c34<\/h2>\n

\u661f\u5b87\u667a\u7b97\u628a\u201c\u6309\u6beb\u79d2\u8ba1\u8d39\u201d\u7b2c\u4e00\u6b21\u5199\u8fdb\u4e86GPU\u4e91\u4e3b\u673a<\/a>\u8bcd\u5178\uff1a
\n– 0\u21921000\u5361\u79d2\u7ea7\u6a2a\u5411\u4f38\u7f29\uff0c\u7528\u5b8c\u7acb\u5373\u91ca\u653e\uff0c\u4e0d\u82b1\u4e00\u5206\u51a4\u6789\u94b1\uff1b
\n– \u51b7\u542f\u52a8<6\u79d2\uff0c\u57fa\u4e8eKnative+\u81ea\u7814\u5f39\u6027\u8c03\u5ea6\uff0c\u6a21\u578b\u6743\u91cd\u63d0\u524d\u7f13\u5b58\u5728\u5206\u5e03\u5f0f\u70ed\u6c60\uff0c\u8bf7\u6c42\u5230\u8fbe\u5373\u523b\u70b9\u706b\uff1b
\n– \u517c\u5bb9\u4e3b\u6d41\u63a8\u7406\u6846\u67b6\uff0cTensorRT\u3001vLLM\u3001Text-Generation-Inference \u4e00\u952e\u5207\u6362\uff0c\u65e0\u9700\u91cd\u7f16\u8bd1\u3002 <\/p>\n

\u6362\u53e5\u8bdd\u8bf4\uff0c\u4f60\u4e0d\u518d\u9700\u8981\u201c\u4e70\u201d\u5361\uff0c\u800c\u662f\u50cf\u6253\u5f00\u6c34\u9f99\u5934\u4e00\u6837\u201c\u7528\u201d\u5361\uff1a\u9ad8\u5cf0\u6765\u4e86\u4e00\u5343\u5f20\uff0c\u4f4e\u8c37\u79d2\u7f29\u5230\u96f6\u5f20\uff0c\u8d26\u5355\u53ea\u8bb0\u5f55\u771f\u5b9e\u8ba1\u7b97\u65f6\u957f\u3002 <\/p>\n

\u6280\u672f\uff1a\u4e3a\u4ec0\u4e48\u662f6\u79d2\u51b7\u542f\u52a8\uff1f<\/h2>\n

Serverless GPU \u6700\u5927\u7684\u6280\u672f\u58c1\u5792\u662f\u201c\u542f\u52a8\u901f\u5ea6\u201d\u3002\u661f\u5b87\u667a\u7b97\u628a Knative \u7684 Queue-Proxy \u6362\u6210\u81ea\u7814 StarProxy\uff0c\u914d\u5408 RDMA \u7f51\u7edc\u628a20 GB\u6a21\u578b\u5207\u7247\u5e76\u884c\u62c9\u53d6\u5230\u672c\u5730 NVMe\uff0c\u518d\u5c06 CUDA \u4e0a\u4e0b\u6587\u9884\u521d\u59cb\u5316\uff0c\u5b9e\u73b0\u201c6 \u79d2\u5185\u5b8c\u6210\u6a21\u578b\u52a0\u8f7d+\u6846\u67b6\u9884\u70ed\u201d\u3002\u76f8\u6bd4\u4e1a\u754c\u5e73\u574745\u79d2\uff0c\u7f29\u77ed\u4e86\u4e00\u4e2a\u6570\u91cf\u7ea7\uff0c\u771f\u6b63\u505a\u5230\u7528\u6237\u65e0\u611f\u6269\u5bb9\u3002 <\/p>\n

\u573a\u666f\uff1a\u7535\u5546\u5927\u4fc3AI\u5ba2\u670d\u5b9e\u6218<\/h2>\n

\u4eca\u5e74\u201c\u53cc11\u201d\u524d\u5915\uff0c\u67d0TOP10\u7535\u5546\u628a\u5ba2\u670d\u673a\u5668\u4eba\u6574\u4f53\u642c\u8fc1\u5230\u661f\u5b87Serverless GPU \u5e73\u53f0\uff1a
\n– \u51cc\u66680-7\u70b9\uff0c\u6d41\u91cf<30 QPS\uff0c\u5b9e\u4f8b\u7f29\u5bb9\u81f30\uff0c\u5361\u6d88\u8017\u4e3a0\uff1b
\n– 8\u70b9\u8d77\u6d41\u91cf\u722c\u5761\uff0c\u81ea\u52a8\u5f39\u5347\u81f3200\u5361\uff1b
\n– 10\u70b9\u4fc3\u9500\u6d3b\u52a8\u5f00\u59cb\uff0c\u5cf0\u503c1.2\u4e07QPS\uff0c\u5e73\u53f0\u572830\u79d2\u5185\u5c06\u5361\u6570\u62c9\u52301000\u5f20\uff1b
\n– 12\u70b9\u540e\u6d41\u91cf\u56de\u843d\uff0c\u5b9e\u4f8b\u518d\u6b21\u7f29\u81f310\u5f20\u505a\u70ed\u5907\u3002 <\/p>\n

\u6574\u573a\u5927\u4fc3\u7ed3\u675f\uff0c\u5b9e\u9645GPU\u65f6\u957f\u4ec5\u6298\u5408\u201c\u5305\u6708200\u5f207\u5929\u201d\uff0c\u8d39\u7528\u8f83\u539f\u5148\u201c\u5305\u67081000\u5f20<\/em>1\u4e2a\u6708\u201d\u8282\u770152%\uff0c\u4e14P99\u5ef6\u8fdf\u7a33\u5b9a\u5728380 ms\u4ee5\u5185\uff0c\u65e0\u4e00\u6b21\u56e0\u6269\u5bb9\u5931\u8d25\u5bfc\u81f4\u7684\u6392\u961f\u3002 <\/p>\n

\u8d26\u5355\uff1a\u7701\u4e0b\u7684\u4e0d\u6b6250%<\/h2>\n

\u6211\u4eec\u4ee5 NVIDIA A10 \u4e3a\u4f8b\uff0c\u5bf9\u6bd4\u4e09\u9879\u6210\u672c\uff1a
\n| \u8ba1\u8d39\u6a21\u5f0f | \u5355\u4ef7 | 30\u5929\u603b\u6210\u672c | \u9ad8\u5cf0\u5229\u7528\u7387 | \u5b9e\u9645\u8282\u7701 |
\n|—|—|—|—|—|
\n| \u5305\u6708\u6574\u5361 | 2.3\u5143\/\u5361\/\u5c0f\u65f6 | 1,656,000\u5143 | 8% | \u2014\u2014 |
\n| \u6309\u91cf\u4ed8\u8d39 | 3.0\u5143\/\u5361\/\u5c0f\u65f6 | 1,080,000\u5143 | 55% | 35% |
\n| Serverless | 0.005\u5143\/\u5361\/100ms | 792,000\u5143 | 100% | 52% | <\/p>\n

\u7701\u4e0b\u768486\u4e07\u5143\uff0c\u53ef\u76f4\u63a5\u6295\u5165\u4e0b\u4e00\u7248\u5927\u6a21\u578b\u5fae\u8c03\uff0c\u800c\u4e0d\u662f\u8eba\u5728\u673a\u623f\u5403\u7070\u3002 <\/p>\n

\u4f53\u9a8c\uff1a10\u884c\u4ee3\u7801\uff0c\u628a\u201c\u964d\u672c\u201d\u5199\u8fdb\u4e1a\u52a1<\/h2>\n

\u661f\u5b87\u667a\u7b97\u63d0\u4f9b\u6807\u51c6 OpenAI-compatible API\uff0c\u65e0\u9700\u6539\u9020\u539f\u6709\u63a8\u7406\u4ee3\u7801\uff1a <\/p>\n

import openai\nopenai.api_key = "sk-your-starverse-token"\nopenai.api_base = "https:\/\/api.starverse-ai.com\/v1"\nresponse = openai.ChatCompletion.create(\n    model="gpt-3.5-turbo",\n    messages=[{"role": "user", "content": "Serverless GPU\u771f\u7684\u80fd\u770150%\u5417\uff1f"}],\n    max_tokens=150\n)\nprint(response.choices[0].message.content)\n<\/code><\/pre>\n
\u5199\u5b8c\u7b2c\u5341\u884c\uff0c\u4f60\u5c31\u62e5\u6709\u4e86\u6beb\u79d2\u7ea7\u5f39\u6027\u3001\u6309\u91cf\u8ba1\u8d39\u3001\u81ea\u52a8\u6269\u7f29\u7684AI\u5e94\u7528<\/a>\u540e\u7aef\u3002\u5b98\u65b9\u6587\u6863\u5df2\u5f00\u6e90\u5728https:\/\/www.starverse-ai.com\/serverless<\/a>\uff0c\u590d\u5236\u94fe\u63a5\u5373\u53ef\u67e5\u770b\u5b8c\u6574\u793a\u4f8b\u4e0eSDK\u3002  <\/p>\n
\u798f\u5229\uff1a\u65b0\u7528\u6237\u900110\u5143\u4f53\u9a8c\u91d1<\/h2>\n
\u73b0\u5728\u6ce8\u518c\u661f\u5b87\u667a\u7b97\u8d26\u53f7\uff0c\u5e73\u53f0\u7acb\u5373\u8d60\u900110\u5143\u4f53\u9a8c\u91d1\uff0c\u8db3\u591f\u8dd1\u901a\u4e00\u6b21Stable Diffusion XL 512\u00d7512 100\u5f20\u56fe\u6216Llama-2-7B 5000\u6b21\u5bf9\u8bdd\u63a8\u7406\uff0c\u771f\u6b63\u7684\u201c0\u6210\u672c\u201d\u9a8c\u8bc1Serverless GPU\u7684\u5a01\u529b\u3002  <\/p>\n
\u7ed3\u8bed<\/h2>\n
AI\u8fdb\u5165\u201c\u63a8\u7406\u4e3a\u4e3b\u201d\u7684\u65b0\u5468\u671f\uff0c\u518d\u9760\u5305\u6708\u4e70\u5361\u5df2\u6491\u4e0d\u8d77\u5065\u5eb7\u7684\u8d22\u52a1\u6a21\u578b\u3002\u661f\u5b87\u667a\u7b97\u7528Serverless GPU\u628a\u201c\u7b97\u529b\u201d\u53d8\u6210\u201c\u6c34\u7535\u201d\uff0c\u8ba9\u5f00\u53d1\u8005\u4e13\u6ce8\u7b97\u6cd5\u4e0e\u4e1a\u52a1\uff0c\u800c\u4e0d\u7528\u534a\u591c\u8d77\u5e8a\u76ef\u76d1\u63a7\u3001\u770b\u5229\u7528\u7387\u3002\u9ad8\u5cf02\u5c0f\u65f6\u8fd8\u662f20\u5206\u949f\uff0c\u90fd\u4e0d\u518d\u662f\u9884\u7b97\u523a\u5ba2\uff1b\u6d41\u91cf\u4f4e\u8c37\u7f29\u52300\u5361\uff0c\u4e5f\u65e0\u9700\u6127\u759a\u3002
\n\u4e0b\u4e00\u6ce2AI\u5e94\u7528\u7206\u53d1\u524d\uff0c\u5148\u8ba9\u6210\u672c\u66f2\u7ebf\u5f2f\u6298\u2014\u2014\u70b9\u51fb\u7acb\u523b\u4f53\u9a8c\u661f\u5b87Serverless GPU<\/a>\uff0c\u4ece\u8bad\u7ec3\u5230\u63a8\u7406\uff0c\u4e00\u6761\u9f99\u7701\u5230\u5e95\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
\u201c\u5927\u6a21\u578b\u63a8\u7406\u9ad8\u5cf0\u671f\u53ea\u6301\u7eed\u4e24\u5c0f\u65f6\uff0c\u5374\u6309\u6708\u5305\u673a\u4e70\u65ad\u6574\u5361\u2014\u2014\u8fd9\u662f9…<\/p>\n","protected":false},"author":2,"featured_media":2722,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-2723","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-zixun"],"views":37,"_links":{"self":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/2723","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=2723"}],"version-history":[{"count":0,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/2723\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/media\/2722"}],"wp:attachment":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/media?parent=2723"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/categories?post=2723"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/tags?post=2723"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}