{"id":2436,"date":"2026-03-03T10:16:31","date_gmt":"2026-03-03T02:16:31","guid":{"rendered":"https:\/\/www.starverse-ai.com\/guide\/archives\/2436"},"modified":"2026-03-03T10:16:31","modified_gmt":"2026-03-03T02:16:31","slug":"%e5%a4%a7%e6%a8%a1%e5%9e%8b%e6%8e%a8%e7%90%86%e5%bb%b6%e8%bf%9f","status":"publish","type":"post","link":"https:\/\/www.starverse-ai.com\/guide\/archives\/2436","title":{"rendered":"\u5927\u6a21\u578b\u63a8\u7406\u5ef6\u8fdf <100 ms\uff0c\u661f\u5b87\u667a\u7b97 H200 4.8 TB\/s \u663e\u5b58\u5e26\u5bbd\u5b9e\u6218"},"content":{"rendered":"<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.starverse-ai.com\/guide\/wp-content\/uploads\/2026\/03\/1772504191_95d805.png\" alt=\"\u5927\u6a21\u578b\u63a8\u7406\u5ef6\u8fdf <100 ms\uff0c\u661f\u5b87\u667a\u7b97 H200 4.8 TB\/s \u663e\u5b58\u5e26\u5bbd\u5b9e\u6218\" style=\"display:block; margin:10px auto; max-width:100%; height:auto;\" \/><\/figure>\n<blockquote>\n<p>\u201c\u5f53\u663e\u5b58\u5e26\u5bbd\u4f4e\u4e8e 4 TB\/s\uff0c\u5927\u6a21\u578b\u63a8\u7406\u7684 P99 \u5ef6\u8fdf\u51e0\u4e4e\u5fc5\u7136\u7a81\u7834 200 ms\u3002\u201d<br \/>\n\u2014\u2014GMI Cloud\u300a2024 \u751f\u6210\u5f0f AI \u63a8\u7406\u767d\u76ae\u4e66\u300b<\/p>\n<\/blockquote>\n<p>\u8fd9\u6761\u7ed3\u8bba\u50cf\u4e00\u8bb0\u8b66\u949f\uff0c\u6572\u9192\u4e86\u6240\u6709\u60f3\u628a 70B \u53c2\u6570\u6a21\u578b\u642c\u8fdb\u751f\u4ea7\u73af\u5883\u7684\u4eba\u3002\u8fc7\u53bb\u534a\u5e74\uff0c\u4ece\u7845\u8c37\u5230\u6df1\u5733\uff0c\u4e0a\u6f14\u7740\u540c\u4e00\u5e55\u5267\u60c5\uff1a\u56e2\u961f\u5174\u51b2\u51b2\u5730\u628a H100 \u5806\u6ee1\u673a\u67b6\uff0c\u5374\u5728 128 \u5e76\u53d1\u538b\u6d4b\u91cc\u773c\u7741\u7741\u770b\u7740\u5ef6\u8fdf\u4ece 80 ms \u98d9\u5230 300 ms\u2014\u2014\u663e\u5b58\u5e26\u5bbd 3.35 TB\/s \u7684\u5929\u82b1\u677f\uff0c\u6210\u4e86\u201c\u7b97\u5f97\u8d77\u3001\u63a8\u4e0d\u5feb\u201d\u7684\u65b0\u74f6\u9888\u3002<\/p>\n<h2>\u4e00\u3001\u70ed\u70b9\uff1a\u5e26\u5bbd\u74f6\u9888\uff0c\u6bd4\u7b97\u529b\u66f4\u65e9\u5230\u6765<\/h2>\n<p>GMI Cloud \u5bf9\u5168\u7403 27 \u5bb6\u4e91\u5382\u5546\u7684\u91c7\u6837\u663e\u793a\uff0c\u5728 FP16 \u7cbe\u5ea6\u300170B \u6a21\u578b\u3001128 \u5e76\u53d1\u6761\u4ef6\u4e0b\uff0c\u53ea\u8981\u663e\u5b58\u5e26\u5bbd\u4f4e\u4e8e 4 TB\/s\uff0cGPU \u7a7a\u8f7d\u7387\u5c31\u4f1a\u56e0\u7b49\u6570\u636e\u800c\u9661\u589e 42%\uff0c\u76f4\u63a5\u5403\u6389\u541e\u5410\u3002\u6362\u53e5\u8bdd\u8bf4\uff0c<strong>\u201c\u6838\u201d\u591f\u591a\uff0c\u8def\u5374\u7a84<\/strong>\uff0c\u518d\u8c6a\u534e\u7684\u7b97\u529b\u4e5f\u53ea\u80fd\u6392\u961f\u3002<\/p>\n<h2>\u4e8c\u3001\u75db\u70b9\uff1aH100 \u7684 300 ms \u5ef6\u8fdf\u7ea2\u7ebf<\/h2>\n<p>\u56fd\u5185\u67d0\u5934\u90e8\u6559\u80b2\u5ba2\u6237\u66fe\u7ed9\u51fa\u771f\u5b9e\u6570\u636e\uff1a\u540c\u4e00\u673a\u623f\u3001\u540c\u4e00\u62d3\u6251\uff0cH100 \u5728 64 \u5e76\u53d1\u65f6 P99 \u5ef6\u8fdf 92 ms\uff0c\u770b\u4f3c\u4f18\u96c5\uff1b\u5e76\u53d1\u63d0\u5230 128\uff0c\u5ef6\u8fdf\u77ac\u95f4\u7ffb\u500d\uff0c\u7528\u6237\u4f53\u9a8c\u6389\u5230\u201c\u4e0d\u53ef\u5546\u7528\u201d\u533a\u95f4\u3002\u4e3a\u4e86\u628a\u5ef6\u8fdf\u538b\u56de 100 ms \u4ee5\u5185\uff0c\u4ed6\u4eec\u4e0d\u5f97\u4e0d\u780d\u6389\u4e00\u534a\u5e76\u53d1\uff0c<strong>\u76f8\u5f53\u4e8e\u591a\u82b1\u4e00\u500d\u9884\u7b97\u79df\u5361<\/strong>\uff0c\u9879\u76ee ROI \u76f4\u63a5\u544a\u8d1f\u3002<\/p>\n<h2>\u4e09\u3001\u65b9\u6848\uff1a\u661f\u5b87\u667a\u7b97\u9996\u6279\u4e0a\u67b6 H200\uff0c4.8 TB\/s \u663e\u5b58\u5e26\u5bbd<\/h2>\n<p>\u661f\u5b87\u667a\u7b97\uff08<a href=\"https:\/\/www.starverse-ai.com\">starverse-ai.com<\/a>\uff09\u4e0e NVIDIA \u540c\u6b65\u5b8c\u6210 H200 \u9002\u914d\uff0c6 \u6708\u5e95\u7387\u5148\u5728\u534e\u5357\u3001\u534e\u4e1c\u4e24\u5730\u6570\u636e\u4e2d\u5fc3\u4e0a\u7ebf\u3002\u65b0\u5361\u628a HBM3 \u5bb9\u91cf\u62c9\u5230 141 GB\uff0c\u663e\u5b58\u5e26\u5bbd\u62ac\u5230 <strong>4.8 TB\/s<\/strong>\uff0c\u914d\u5408 TensorRT-LLM FP8 \u91cf\u5316\u6846\u67b6\uff0c\u8ba9\u5185\u5b58\u5899\u771f\u6b63\u201c\u6d88\u5931\u201d\u3002<\/p>\n<ul>\n<li><strong>\u66f4\u9ad8\u5e26\u5bbd<\/strong>\uff1a\u76f8\u6bd4 H100 \u63d0\u5347 43%\uff0c128 \u5e76\u53d1\u4e0b\u6570\u636e\u642c\u8fd0\u4e0d\u518d\u6392\u961f  <\/li>\n<li><strong>\u66f4\u5927\u663e\u5b58<\/strong>\uff1a70B \u6a21\u578b\u6743\u91cd + KV-Cache \u5168\u9a7b\u7559\uff0c\u65e0\u9700\u5207\u5206\uff0c\u964d\u4f4e PCIe \u4ea4\u6362 38%  <\/li>\n<li><strong>\u66f4\u4f4e\u5ef6\u8fdf<\/strong>\uff1aFP8 \u7cbe\u5ea6\u4e0e\u81ea\u5b9a\u4e49 CUDA kernel \u878d\u5408\uff0c\u5355\u6b21\u63a8\u7406\u8bbf\u5b58\u6b21\u6570\u51cf\u5c11 27%  <\/li>\n<\/ul>\n<h2>\u56db\u3001\u6570\u636e\uff1a70B \u6a21\u578b\u5b9e\u6218\uff0cP99 \u5ef6\u8fdf 87 ms<\/h2>\n<p>\u6211\u4eec\u5728\u661f\u5b87\u667a\u7b97 GPU\u4e91\u4e3b\u673a \u5185\u5b8c\u6210\u5c01\u95ed\u538b\u6d4b\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u5e76\u53d1\u6570<\/th>\n<th>\u6a21\u578b<\/th>\n<th>\u7cbe\u5ea6<\/th>\n<th>\u663e\u5b58\u5e26\u5bbd<\/th>\n<th>P99 \u5ef6\u8fdf<\/th>\n<th>\u541e\u5410<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>128<\/td>\n<td>Llama2-70B<\/td>\n<td>FP8<\/td>\n<td>4.8 TB\/s<\/td>\n<td><strong>87 ms<\/strong><\/td>\n<td><strong>1.9\u00d7<\/strong><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u540c\u7b49\u6761\u4ef6\u4e0b\uff0cH100 \u7684 P99 \u5ef6\u8fdf 165 ms\uff0c\u541e\u5410\u4ec5\u4e3a H200 \u7684 53%\u3002\u8fd9\u610f\u5473\u7740\uff0c<strong>\u4e00\u5f20 H200 \u7ea6\u7b49\u4e8e\u4e24\u5f20 H100 \u7684\u5b9e\u6218\u6027\u80fd<\/strong>\uff0c\u800c <a href=\"https:\/\/www.starverse-ai.com\">GPU\u670d\u52a1\u5668\u79df\u7528<\/a> \u5355\u4ef7\u53ea\u4e0a\u6d6e 18%\uff0c\u6027\u4ef7\u6bd4\u77ac\u95f4\u62c9\u6ee1\u3002<\/p>\n<h2>\u4e94\u3001\u4e3a\u4ec0\u4e48\u9009\u661f\u5b87\u667a\u7b97<\/h2>\n<ol>\n<li><strong>\u73b0\u8d27\u5373\u5f00<\/strong>\uff1a\u5e73\u53f0\u5df2\u4e0a\u67b6 H200\u3001H100\u30014090 \u7b49\u5168\u7cfb\u5217\u5361\u578b\uff0c\u5206\u949f\u7ea7\u4ea4\u4ed8\uff0c\u65e0\u9700\u6392\u961f  <\/li>\n<li><strong>\u751f\u6001\u5b8c\u5907<\/strong>\uff1a\u5185\u7f6e <a href=\"https:\/\/www.starverse-ai.com\/node\/019b88ac-286a-70a3-bafa-cfa47c851b4d\">\u6a21\u578b\u548c\u6570\u636e\u96c6<\/a> \u516c\u5171\u5e93\uff0cLlama\u3001Qwen\u3001Baichuan \u4e00\u952e\u590d\u5236\uff1bTensorRT-LLM\u3001vLLM \u955c\u50cf\u9884\u88c5\uff0c\u771f\u6b63\u505a\u5230\u201c\u5f00\u673a\u5373\u63a8\u7406\u201d  <\/li>\n<li><strong>\u5f39\u6027\u8ba1\u8d39<\/strong>\uff1a\u6309\u5c0f\u65f6\u3001\u6309\u5929\u3001\u6309\u6708\u7075\u6d3b\u9009\u62e9\uff0c\u5f00\u53d1\u9636\u6bb5\u53ef 0 \u6210\u672c\u5173\u673a\u4e0d\u8ba1\u8d39\uff0c\u6210\u672c\u6bd4\u81ea\u5efa\u673a\u623f\u4e0b\u964d 63%  <\/li>\n<li><strong>\u9ad8\u901f\u5b58\u50a8<\/strong>\uff1a50 Gbps \u4e91\u5b58\u50a8\u76f4\u6302\u5b9e\u4f8b\uff0c<a href=\"https:\/\/www.starverse-ai.com\/node\/019b88aa-2fc4-790b-97e1-fdff4da0e8a6\">\u4e91\u786c\u76d8<\/a> \u53ef\u5728\u591a\u8282\u70b9\u6f02\u79fb\uff0cCheckpoint \u8bfb\u5199\u4e0d\u518d\u7b49\u5f85  <\/li>\n<li><strong>\u65b0\u4eba\u793c\u5305<\/strong>\uff1a<strong>\u65b0\u7528\u6237\u6ce8\u518c\u5373\u9001 10 \u5143\u4f53\u9a8c\u91d1<\/strong>\uff0cH200 \u5355\u5361\u4e00\u5c0f\u65f6\u4e0d\u5230 20 \u5143\uff0c\u771f\u91d1\u5b9e\u94f6\u53ef\u9a8c\u8bc1\u6027\u80fd  <\/li>\n<\/ol>\n<h2>\u516d\u3001\u628a 300 ms \u7529\u5728\u8eab\u540e\uff0c\u53ea\u9700\u4e09\u6b65<\/h2>\n<ol>\n<li>\u6253\u5f00 <a href=\"https:\/\/www.starverse-ai.com\">starverse-ai.com<\/a>\uff0c\u6ce8\u518c\u8d26\u53f7\uff0c\u9886\u53d6 10 \u5143\u4f53\u9a8c\u91d1  <\/li>\n<li>\u9009\u62e9\u300cGPU\u4e91\u4e3b\u673a\u300d-\u300cH200\u300d-\u300cTensorRT-LLM \u955c\u50cf\u300d\uff0c30 \u79d2\u5b8c\u6210\u5f00\u673a  <\/li>\n<li>\u4e0a\u4f20\u6a21\u578b\uff0c\u8fd0\u884c <code>bench_batch 128<\/code>\uff0c\u4eb2\u773c\u89c1\u8bc1 P99 \u5ef6\u8fdf\u7a33\u5b9a\u5728 90 ms \u4ee5\u5185  <\/li>\n<\/ol>\n<h2>\u4e03\u3001\u5199\u5728\u6700\u540e<\/h2>\n<p>\u5927\u6a21\u578b\u7ade\u4e89\u8fdb\u5165\u201c\u6beb\u79d2\u7ea7\u201d\u65f6\u4ee3\uff0c\u663e\u5b58\u5e26\u5bbd\u5c31\u662f\u51b3\u5b9a\u751f\u6b7b\u7684\u201c\u6700\u540e\u4e00\u516c\u91cc\u201d\u3002\u661f\u5b87\u667a\u7b97\u7528\u9996\u6279 H200 \u5b9e\u4f8b\u8bc1\u660e\uff1a<strong>100 ms \u4ee5\u5185\u4e0d\u662f\u5b9e\u9a8c\u5ba4\u6570\u636e\uff0c\u800c\u662f\u53ef\u4ee5\u7acb\u5373\u4e0b\u5355\u3001\u5373\u523b\u9a8c\u8bc1\u7684\u751f\u4ea7\u529b<\/strong>\u3002\u5f53\u522b\u5bb6\u8fd8\u5728\u6392\u961f\u7b49\u5361\uff0c\u4f60\u5df2\u7ecf\u53ef\u4ee5\u628a\u5ef6\u8fdf\u538b\u5230 87 ms\uff0c\u628a\u541e\u5410\u63d0\u5347 1.9 \u500d\u2014\u2014\u8fd9\u5c31\u662f\u7b97\u529b\u6c34\u7535\u7ad9\u7684\u771f\u6b63\u542b\u4e49\uff1a\u6253\u5f00\u9f99\u5934\uff0cAI \u5373\u523b\u6d41\u6dcc\u3002<\/p>\n<blockquote>\n<p>\u522b\u8ba9\u5e26\u5bbd\u74f6\u9888\u62d6\u57ae\u4f60\u7684 AI \u5e94\u7528\uff0c\u73b0\u5728\u5c31\u53bb <a href=\"https:\/\/www.starverse-ai.com\">\u661f\u5b87\u667a\u7b97<\/a> \u5f00\u4e00\u53f0 H200\uff0c\u4f53\u9a8c\u201c&lt;100 ms\u201d\u7684\u63a8\u7406\u5feb\u611f\u3002<\/p>\n<\/blockquote>\n","protected":false},"excerpt":{"rendered":"<p>\u201c\u5f53\u663e\u5b58\u5e26\u5bbd\u4f4e\u4e8e 4 TB\/s\uff0c\u5927\u6a21\u578b\u63a8\u7406\u7684 P99 \u5ef6\u8fdf\u51e0&hellip;<\/p>\n","protected":false},"author":2,"featured_media":2435,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-2436","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-zixun"],"views":183,"_links":{"self":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/2436","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=2436"}],"version-history":[{"count":0,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/2436\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/media\/2435"}],"wp:attachment":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/media?parent=2436"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/categories?post=2436"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/tags?post=2436"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}