{"id":2108,"date":"2026-02-27T14:06:23","date_gmt":"2026-02-27T06:06:23","guid":{"rendered":"https:\/\/www.starverse-ai.com\/guide\/archives\/2108"},"modified":"2026-02-27T14:06:23","modified_gmt":"2026-02-27T06:06:23","slug":"2159%e4%ba%bf%e7%be%8e%e5%85%83%e7%ae%97%e5%8a%9b%e7%a8%8e%ef%bc%9f%e8%8b%b1%e4%bc%9f%e8%be%be%e8%b4%a2%e6%8a%a5%e5%90%8e%e7%9a%84%e5%86%b7%e6%80%9d%e8%80%83%ef%bc%9a%e6%98%9f%e5%ae%87%e6%99%ba","status":"publish","type":"post","link":"https:\/\/www.starverse-ai.com\/guide\/archives\/2108","title":{"rendered":"2159\u4ebf\u7f8e\u5143\u7b97\u529b\u7a0e\uff1f\u82f1\u4f1f\u8fbe\u8d22\u62a5\u540e\u7684\u51b7\u601d\u8003\uff1a\u661f\u5b87\u667a\u7b97\u6559\u4f60\u628aGPU\u79df\u91d1\u53d8\u6210\u751f\u4ea7\u529b"},"content":{"rendered":"
\"2159\u4ebf\u7f8e\u5143\u7b97\u529b\u7a0e\uff1f\u82f1\u4f1f\u8fbe\u8d22\u62a5\u540e\u7684\u51b7\u601d\u8003\uff1a\u661f\u5b87\u667a\u7b97\u6559\u4f60\u628aGPU\u79df\u91d1\u53d8\u6210\u751f\u4ea7\u529b\"<\/figure>\n

2159\u4ebf\u7f8e\u5143\u7b97\u529b\u7a0e\uff1f\u82f1\u4f1f\u8fbe\u8d22\u62a5\u540e\u7684\u51b7\u601d\u8003\uff1a\u661f\u5b87\u667a\u7b97\u6559\u4f60\u628aGPU\u79df\u91d1\u53d8\u6210\u751f\u4ea7\u529b<\/h1>\n
\n

\u201c\u82f1\u4f1f\u8fbe FY26Q1 \u6570\u636e\u4e2d\u5fc3\u6536\u5165 225.6 \u4ebf\u7f8e\u5143\uff0c\u73af\u6bd4\u518d\u589e 23%\uff0c\u4f46\u8d22\u62a5\u7535\u8bdd\u4f1a\u4e0a\uff0cCFO \u4e00\u53e5\u2018\u90e8\u5206\u5ba2\u6237\u5f00\u59cb\u7f29\u51cf\u91c7\u8d2d\u91cf\u2019\u8ba9\u76d8\u540e\u80a1\u4ef7\u77ac\u95f4\u8df3\u6c34 7%\u3002\u201d
\n\u534e\u5c14\u8857\u628a\u8fd9\u4e00\u5e55\u79f0\u4e3a\u201c2159 \u4ebf\u7f8e\u5143\u7b97\u529b\u7a0e\u201d\u2014\u2014\u5168\u7403\u4f01\u4e1a\u4e3a AI \u8bad\u7ec3\u4e0e\u63a8\u7406\u4ed8\u51fa\u7684\u786c\u4ef6\u8d26\u5355\uff0c\u5df2\u76f8\u5f53\u4e8e\u745e\u58eb\u5168\u5e74 GDP\u3002\u72c2\u6b22\u80cc\u540e\uff0c\u6240\u6709\u4eba\u90fd\u5728\u95ee\uff1a\u5f53 GPU \u53d8\u6210\u5feb\u6d88\u54c1\uff0c\u8c01\u80fd\u628a\u79df\u91d1\u8f6c\u5316\u4e3a\u771f\u6b63\u7684\u751f\u4ea7\u529b\uff1f<\/p>\n<\/blockquote>\n

\u2460 \u590d\u76d8\u82f1\u4f1f\u8fbe FY26 \u8d22\u62a5\uff1a\u6536\u5165\u66b4\u6da8\u4e0e\u5ba2\u6237\u201c\u9003\u79bb\u201d\u5e76\u5b58<\/h3>\n

\u82f1\u4f1f\u8fbe\u5728\u8fc7\u53bb 12 \u4e2a\u6708\u5356\u51fa 330 \u4e07\u5f20 H100\uff0c\u5374\u53ea\u4ea4\u4ed8\u4e86 60% \u7684\u63a8\u7406\u4f18\u5316\u65b9\u6848\u3002\u8d22\u62a5\u62ab\u9732\uff0c\u4e91\u5382\u5546 Capex \u589e\u901f\u4ece 65% \u4e0b\u6ed1\u81f3 41%\uff0cMeta\u3001\u5fae\u8f6f\u76f8\u7ee7\u5ba3\u5e03\u201c\u79df\u8f6c\u91c7\u201d\u53d8\u201c\u79df\u8f6c\u9000\u201d\u3002\u539f\u56e0\u5f88\u7b80\u5355\uff1a\u5927\u6a21\u578b\u8fdb\u5165\u843d\u5730\u671f\uff0c\u63a8\u7406\u6210\u672c<\/strong>\u53d6\u4ee3\u8bad\u7ec3\u6210\u672c\u6210\u4e3a CFO \u6700\u654f\u611f\u6307\u6807\u3002\u4e00\u5f20 3.5 \u4e07\u7f8e\u5143\u7684 H100\uff0c\u82e5\u6bcf\u65e5\u5229\u7528\u7387\u4f4e\u4e8e 50%\uff0c\u6298\u7b97\u5230\u6bcf 1k token \u6210\u672c\u9ad8\u8fbe 0.0028 \u7f8e\u5143\uff0c\u662f\u7406\u8bba\u503c\u7684 3.6 \u500d\u3002\u7b97\u529b\u5373\u8425\u6536\u65f6\u4ee3\uff0c\u201c\u95f2\u7f6e\u5373\u4e8f\u635f\u201d<\/strong> \u5df2\u6210\u94c1\u5f8b\u3002<\/p>\n

\u2461 \u7b97\u529b\u5373\u8425\u6536\u65f6\u4ee3\uff0c\u63a8\u7406\u6210\u672c\u51b3\u5b9a AI \u5546\u4e1a\u6a21\u578b\u751f\u6b7b<\/h3>\n

\u5f53 7B \u6a21\u578b\u5355\u6b21\u63a8\u7406\u4ec5\u9700 0.3 \u79d2\uff0c\u5374\u8981\u5728 8 \u5361\u8282\u70b9\u4e0a\u5e38\u9a7b 20 GB \u663e\u5b58\u65f6\uff0c\u4efb\u4f55\u7a81\u53d1\u6d41\u91cf\u90fd\u4f1a\u8ba9 auto-scaling \u5931\u7075\u3002\u81ea\u5efa\u673a\u623f\u5e73\u5747\u4e0a\u7ebf\u5468\u671f 45 \u5929\uff0c\u7b49\u4e1a\u52a1\u8dd1\u901a\uff0c\u6a21\u578b\u5df2\u7ecf\u8fed\u4ee3\u4e24\u8f6e\u3002\u66f4\u6b8b\u9177\u7684\u662f\uff0cGPU \u670d\u52a1\u5668\u6298\u65e7\u66f2\u7ebf\u6bd4\u82f9\u679c\u53d1\u5e03\u4f1a\u8fd8\u5feb\uff1aAmpere \u7cfb\u5217 18 \u4e2a\u6708\u6b8b\u503c\u53ea\u5269 45%\uff0cHopper \u7cfb\u5217 12 \u4e2a\u6708\u5c31\u8fdb\u5165\u201c\u4e8c\u624b\u7ea2\u6d77\u201d\u3002\u4e0e\u5176\u4e70\u5361\uff0c\u4e0d\u5982\u4e70\u201c\u7b97\u529b\u671f\u6743\u201d<\/strong>\u2014\u2014\u6309\u91cf\u8ba1\u8d39\u3001\u968f\u542f\u968f\u505c\uff0c\u624d\u80fd\u628a token \u6210\u672c\u538b\u5230\u7ade\u54c1\u4ee5\u4e0b\u3002<\/p>\n

\u2462 \u661f\u5b87\u667a\u7b97\u5e73\u53f0\u5185\u7f6e TensorRT-LLM\u3001\u63a8\u7406\u6846\u67b6\uff0c\u4e00\u952e\u90e8\u7f72\u964d\u4f4e Token \u6210\u672c<\/h3>\n

\u661f\u5b87\u667a\u7b97<\/a> \u628a\u201c\u7b97\u529b\u671f\u6743\u201d\u505a\u6210\u6807\u51c6\u5316\u5546\u54c1\uff1a
\n– \u5e73\u53f0\u9884\u88c5 TensorRT-LLM\u3001vLLM\u3001TGI \u7b49\u4e3b\u6d41\u63a8\u7406\u6846\u67b6\uff0cGPU\u4e91\u4e3b\u673a<\/strong>\u5f00\u673a 3 \u5206\u949f\u5373\u53ef\u5b8c\u6210 7B\/13B \u6a21\u578b\u670d\u52a1\u5316\u5c01\u88c5\uff1b
\n– \u516c\u5171\u8d44\u6e90\u5e93\u5185\u7f6e 200+ \u70ed\u95e8\u6a21\u578b\u4e0e 50 TB \u5408\u89c4\u6570\u636e\u96c6\uff0c\u5b9e\u4f8b\u5185\u4e00\u952e\u590d\u5236\uff0c\u65e0\u9700\u7ffb\u5899\u4e0b\u8f7d\uff1b
\n– \u9488\u5bf9\u9ad8\u9891\u63a8\u7406\u573a\u666f\uff0c\u63d0\u4f9b\u300c\u5e38\u9a7b\u663e\u5b58+\u5f39\u6027\u7b97\u529b\u300d\u6df7\u5408\u8ba1\u8d39\uff0c\u6700\u4f4e\u53ef\u628a\u6bcf 1k token \u6210\u672c\u6253\u5230 0.0008 \u7f8e\u5143\uff0c\u6bd4\u81ea\u5efa\u8282\u70b9\u518d\u964d 42%\u3002 <\/p>\n

\u5f00\u53d1\u8005\u53ea\u9700\u4e0a\u4f20 HuggingFace \u6a21\u578b ID\uff0c\u7cfb\u7edf\u81ea\u52a8\u5339\u914d\u6700\u4f18 CUDA \u9a71\u52a8\u4e0e cuDNN \u7248\u672c\uff0c\u771f\u6b63\u505a\u5230\u201cGPU\u670d\u52a1\u5668\u79df\u7528<\/strong>\u50cf\u5f00\u865a\u62df\u673a\u4e00\u6837\u7b80\u5355\u201d\u3002<\/p>\n

\u2463 \u5b9e\u6218\uff1a\u7528 GPU \u4e91\u4e3b\u673a\u8dd1\u901a 7B\/13B \u5927\u6a21\u578b\uff0c\u6309\u91cf\u8ba1\u8d39\u65e0\u95f2\u7f6e\u6d6a\u8d39<\/h3>\n

\u4ee5 LLaMA-2-13B-Chat \u4e3a\u4f8b\uff0cGPU\u4e91\u4e3b\u673a<\/strong>\u9009\u7528 8\u00d7RTX 4090 \u8282\u70b9\uff08\u663e\u5b58 24 GB\u00d78\uff09\uff0c\u661f\u5b87\u667a\u7b97\u6309\u91cf\u8ba1\u8d39 2.8 \u5143\/\u5361\/\u5c0f\u65f6\u3002
\n– \u6b65\u9aa4 1\uff1a\u63a7\u5236\u53f0\u9009\u62e9\u300c\u5927\u6a21\u578b\u63a8\u7406\u955c\u50cf\u300d\uff0c30 \u79d2\u5b8c\u6210\u5f00\u673a\uff1b
\n– \u6b65\u9aa4 2\uff1a\u6267\u884c scp model\/ \/hy-tmp<\/code>\uff0c\u4ece\u4e91\u5b58\u50a8\u590d\u5236\u5df2\u4e0b\u8f7d\u6743\u91cd\uff0c\u8282\u7701 30 \u5206\u949f\u5916\u7f51\u6d41\u91cf\uff1b
\n– \u6b65\u9aa4 3\uff1a\u8fd0\u884c bash trt_llm_launch.sh<\/code>\uff0c\u81ea\u52a8\u7f16\u8bd1 FP16 \u5f15\u64ce\uff0c\u6279\u5904\u7406\u957f\u5ea6 2048\uff0c\u5b9e\u6d4b\u541e\u5410 4200 token\/s\uff1b
\n– \u6b65\u9aa4 4\uff1a\u5173\u95ed\u8282\u70b9\uff0c\u8d26\u5355\u7ed3\u675f\u3002\u4e00\u6b21 A\/B \u6d4b\u8bd5\u4ec5\u82b1\u8d39 18.4 \u5143\uff0c\u800c\u81ea\u5efa\u65b9\u6848\u5149\u7535\u8d39\u5c31\u8981 21 \u5143\uff0c\u8fd8\u4e0d\u7b97\u6298\u65e7\u3002 <\/p>\n

\u6d41\u91cf\u4f4e\u8c37\u671f\uff0c\u53ef\u628a\u6a21\u578b\u8f6c\u5b58\u81f3\u4e91\u786c\u76d8<\/a>\uff0c\u91ca\u653e GPU \u8d44\u6e90\uff0c\u96f6\u95f2\u7f6e\u6d6a\u8d39<\/strong>\u3002<\/p>\n

\u2464 \u8d22\u52a1\u6a21\u578b\uff1a\u540c\u6837 10 \u4e07\u9884\u7b97\uff0c\u81ea\u8d2d\u663e\u5361\u534a\u5e74\u6298\u65e7 VS \u661f\u5b87\u667a\u7b97\u5f39\u6027\u79df\u6ee1\u8d1f\u8f7d<\/h3>\n\n\n\n\n\n\n
\u65b9\u6848<\/th>\n\u521d\u59cb\u6295\u5165<\/th>\n6 \u4e2a\u6708\u6b8b\u503c<\/th>\n\u53ef\u8fd0\u884c 8\u00d74090 \u5c0f\u65f6\u6570<\/th>\n\u5b9e\u9645\u5229\u7528\u7387<\/th>\n\u6bcf 1k token \u6210\u672c<\/th>\n<\/tr>\n<\/thead>\n
\u81ea\u8d2d 8\u00d7RTX 4090 \u6574\u673a<\/td>\n10 \u4e07\u5143<\/td>\n5.5 \u4e07\u5143<\/td>\n4 320 \u5c0f\u65f6<\/td>\n55%<\/td>\n0.0019 \u7f8e\u5143<\/td>\n<\/tr>\n
\u661f\u5b87\u667a\u7b97\u5f39\u6027\u79df\u7528<\/td>\n10 \u4e07\u5143\uff08\u9884\u5145\uff09<\/td>\n10 \u4e07\u5143\uff08\u65e0\u6b8b\u503c\u98ce\u9669\uff09<\/td>\n5 200 \u5c0f\u65f6<\/td>\n95%<\/td>\n0.0008 \u7f8e\u5143<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u7ed3\u8bba\uff1a\u5728\u661f\u5b87\u667a\u7b97\u5e73\u53f0\uff0c\u540c\u7b49\u9884\u7b97\u53ef\u591a\u8dd1 20% \u4efb\u52a1\uff0ctoken \u6210\u672c\u518d\u964d 58%<\/strong>\uff0c\u4e14\u65e0\u9700\u627f\u62c5 4.5 \u4e07\u5143\u6298\u65e7\u635f\u5931\u3002\u9884\u7b97\u82b1\u5b8c\u5373\u505c\uff0c\u4e1a\u52a1\u8bd5\u9519\u5468\u671f\u4ece\u201c\u5b63\u5ea6\u201d\u538b\u7f29\u5230\u201c\u5468\u201d\u3002<\/p>\n

\u7ed3\u8bed\uff1a\u628a\u7b97\u529b\u4ece\u8d1f\u503a\u8868\u79fb\u5230\u5229\u6da6\u8868<\/h3>\n

\u82f1\u4f1f\u8fbe\u8d22\u62a5\u63d0\u9192\u6211\u4eec\uff1aGPU \u4e0d\u662f\u8d44\u4ea7\uff0c\u800c\u662f\u9ad8\u901f\u6d88\u8017\u54c1<\/strong>\u3002\u8c01\u80fd\u628a\u4e00\u6b21\u6027 Capex \u8f6c\u5316\u4e3a\u53ef\u4f38\u7f29\u7684 Opex\uff0c\u8c01\u5c31\u80fd\u5728\u4e0b\u4e00\u8f6e\u6a21\u578b\u964d\u4ef7\u6f6e\u4e2d\u6d3b\u4e0b\u6765\u3002
\n\u73b0\u5728\u6ce8\u518c\u661f\u5b87\u667a\u7b97<\/a>\uff0c\u65b0\u7528\u6237\u7acb\u5f97 10 \u5143\u4f53\u9a8c\u91d1\uff0c\u53ef\u96f6\u6210\u672c\u8dd1\u901a 7B \u6a21\u578b\u63a8\u7406\u3002\u522b\u8ba9 2159 \u4ebf\u7f8e\u5143\u7684\u7b97\u529b\u7a0e\u6210\u4e3a\u4f60\u7684\u6210\u672c\u9ed1\u6d1e\uff0c\u8ba9\u6bcf\u4e00\u5f20 GPU \u90fd\u5728\u661f\u5b87\u667a\u7b97\u4e0a\u4e3a\u4f60\u8d5a\u53d6\u4e0b\u4e00\u4e2a token \u7684\u5229\u6da6\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

2159\u4ebf\u7f8e\u5143\u7b97\u529b\u7a0e\uff1f\u82f1\u4f1f\u8fbe\u8d22\u62a5\u540e\u7684\u51b7\u601d\u8003\uff1a\u661f\u5b87\u667a\u7b97\u6559\u4f60\u628aG…<\/p>\n","protected":false},"author":2,"featured_media":2107,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-2108","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-zixun"],"views":45,"_links":{"self":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/2108","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=2108"}],"version-history":[{"count":0,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/2108\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/media\/2107"}],"wp:attachment":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/media?parent=2108"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/categories?post=2108"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/tags?post=2108"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}