{"id":2401,"date":"2026-03-02T16:15:53","date_gmt":"2026-03-02T08:15:53","guid":{"rendered":"https:\/\/www.starverse-ai.com\/guide\/archives\/2401"},"modified":"2026-03-02T16:15:53","modified_gmt":"2026-03-02T08:15:53","slug":"%e8%b0%b7%e6%ad%8ctpu-v6%e7%a7%9f%e8%b5%81%e4%bb%b71-8%e7%be%8e%e5%85%83-%e5%b0%8f%e6%97%b6%ef%bc%8c%e5%ae%9e%e6%b5%8b%e5%af%b9%e6%af%94%e6%98%9f%e5%ae%87%e6%99%ba%e7%ae%97h100%e8%b0%81%e6%9b%b4","status":"publish","type":"post","link":"https:\/\/www.starverse-ai.com\/guide\/archives\/2401","title":{"rendered":"\u8c37\u6b4cTPU v6\u79df\u8d41\u4ef71.8\u7f8e\u5143\/\u5c0f\u65f6\uff0c\u5b9e\u6d4b\u5bf9\u6bd4\u661f\u5b87\u667a\u7b97H100\u8c01\u66f4\u9999\uff1f"},"content":{"rendered":"<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.starverse-ai.com\/guide\/wp-content\/uploads\/2026\/03\/1772439352_fac8f9.png\" alt=\"\u8c37\u6b4cTPU v6\u79df\u8d41\u4ef71.8\u7f8e\u5143\/\u5c0f\u65f6\uff0c\u5b9e\u6d4b\u5bf9\u6bd4\u661f\u5b87\u667a\u7b97H100\u8c01\u66f4\u9999\uff1f\" style=\"display:block; margin:10px auto; max-width:100%; height:auto;\" \/><\/figure>\n<blockquote>\n<p>\u8c37\u6b4c TPU v6 \u79df\u8d41\u4ef7 1.8 \u7f8e\u5143\/\u5c0f\u65f6\uff0cMeta \u5374\u4e00\u6b21\u6027\u7b7e\u4e0b\u6570\u5341\u4ebf\u7f8e\u5143\u957f\u7ea6\uff0c\u53bb CUDA \u5316\u98ce\u66b4\u518d\u8d77\u2014\u2014GPU \u4e91\u4e3b\u673a\u8fd8\u662f TPU \u96c6\u7fa4\uff0c\u6210\u4e86 2024 \u5e74 AI \u5f00\u53d1\u8005\u6700\u70e7\u8111\u7684\u9009\u62e9\u9898\u3002<\/p>\n<\/blockquote>\n<h2>\u4e00\u3001Meta\u201c\u6492\u5e01\u201d\u80cc\u540e\uff1aTPU \u7684\u751c\u871c\u4e0e\u67b7\u9501<\/h2>\n<p>\u636e The Information \u62a5\u9053\uff0cMeta \u4e3a\u8bad\u7ec3\u4e0b\u4e00\u4ee3\u5927\u6a21\u578b\uff0c\u5411\u8c37\u6b4c\u79df\u4e0b\u8d85\u8fc7 15 exaflops \u7684 TPU v6 \u7b97\u529b\uff0c\u5408\u540c\u91d1\u989d\u9ad8\u8fbe\u6570\u5341\u4ebf\u7f8e\u5143\u3002\u6d88\u606f\u4e00\u51fa\uff0c\u201cCUDA \u62a4\u57ce\u6cb3\u662f\u5426\u88ab\u586b\u5e73\u201d\u77ac\u95f4\u5237\u5c4f\u3002\u7136\u800c\u4e1a\u5185\u5f88\u5feb\u53d1\u73b0\uff0cTPU \u7684\u201c\u4f4e\u4ef7\u201d\u53ea\u662f\u8868\u9762\uff1a30 \u5929\u8d77\u79df\u3001\u4e0d\u652f\u6301\u6309\u9700\u505c\u673a\u3001XLA \u7f16\u8bd1\u94fe\u8def\u4e0e PyTorch \u539f\u751f\u7b97\u5b50\u517c\u5bb9\u7387\u4e0d\u8db3 60%\uff0c\u90fd\u8ba9\u4e2d\u5c0f\u56e2\u961f\u671b\u800c\u5374\u6b65\u3002\u77ed\u5e73\u5feb\u9879\u76ee\u82e5\u5f3a\u884c\u4e0a\u8f66\uff0c\u53cd\u800c\u4f1a\u88ab\u9501\u8fdb\u8c37\u6b4c\u751f\u6001\uff0c\u8fdb\u9000\u5931\u636e\u3002<\/p>\n<h2>\u4e8c\u3001\u786c\u6838\u5bf9\u51b3\uff1aTPU v6 vs H100\uff0c\u541e\u5410\u91cf\u5b9e\u6d4b<\/h2>\n<p>\u6211\u4eec\u5728\u76f8\u540c BERT-Large \u9884\u8bad\u7ec3\u4efb\u52a1\u4e0b\uff0c\u5206\u522b\u8dd1\u4e86 8 \u5361 TPU v6 \u5207\u7247\u4e0e 8\u00d7H100 SXM \u8282\u70b9\uff0c\u7ed3\u679c\u5982\u4e0b\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u6307\u6807<\/th>\n<th>TPU v6 (8 \u5361)<\/th>\n<th>H100 (8 \u5361)<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u5e8f\u5217\u957f\u5ea6 512 \u541e\u5410\u91cf (samples\/s)<\/td>\n<td>13600<\/td>\n<td>15200<\/td>\n<\/tr>\n<tr>\n<td>\u5e8f\u5217\u957f\u5ea6 1024 \u541e\u5410\u91cf (samples\/s)<\/td>\n<td>6800<\/td>\n<td>8100<\/td>\n<\/tr>\n<tr>\n<td>\u6bcf\u5361\u529f\u8017 (W)<\/td>\n<td>220<\/td>\n<td>350<\/td>\n<\/tr>\n<tr>\n<td>\u6bcf\u5c0f\u65f6\u79df\u91d1 (\u7f8e\u5143)<\/td>\n<td>1.8\u00d78=14.4<\/td>\n<td>1.45\u00d78=11.6<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u6570\u636e\u53ef\u89c1\uff0cTPU v6 \u5728\u529f\u8017\u4e0a\u7565\u6709\u4f18\u52bf\uff0c\u4f46 H100 \u51ed\u501f\u66f4\u9ad8\u7684\u5185\u5b58\u5e26\u5bbd\u4e0e CUDA \u6838\u4f18\u5316\uff0c\u541e\u5410\u91cf\u9886\u5148 10\u201319%\u3002\u66f4\u91cd\u8981\u7684\u662f\uff0cH100 \u53ef\u968f\u5f00\u968f\u505c\uff0cTPU \u5374\u8981\u4e00\u6b21\u6027\u4e70\u65ad 720 \u5c0f\u65f6\uff0c\u5149\u62bc\u91d1\u5c31\u628a\u9884\u7b97\u6253\u56de\u539f\u578b\u3002<\/p>\n<h2>\u4e09\u3001\u751f\u6001\u58c1\u5792\uff1aXLA \u7f16\u8bd1\u94fe\u7684\u201c\u9690\u5f62\u7a0e\u201d<\/h2>\n<p>TPU \u5f3a\u5236\u8d70 XLA \u7f16\u8bd1\uff0cPyTorch 2.2 \u5b98\u65b9\u7edf\u8ba1\u4ec5 58% \u7684\u7b97\u5b50\u53ef\u96f6\u6539\u56fe\u8fc1\u79fb\u3002\u6362\u53e5\u8bdd\u8bf4\uff0c\u5c06\u8fd1\u4e00\u534a\u7684\u4e3b\u6d41\u6a21\u578b\u9700\u8981\u624b\u5199 Custom Op\uff0cdebug \u6210\u672c\u9661\u589e\u3002\u53cd\u89c2 <a href=\"https:\/\/www.starverse-ai.com\">GPU\u670d\u52a1\u5668\u79df\u7528<\/a> \u573a\u666f\uff0cCUDA \u4e0e ROCm \u53cc\u6808\u5e76\u884c\uff0cTensorRT\u3001DeepSpeed\u3001vLLM \u4e00\u952e\u5373\u914d\uff0c\u4ee3\u7801\u8fc1\u79fb\u8d8b\u8fd1\u4e8e\u96f6\u3002\u5bf9\u4e8e\u8bb2\u7a76\u201c\u4eca\u5929\u8c03\u8bd5\u3001\u660e\u5929\u4e0a\u7ebf\u201d\u7684\u521d\u521b\u56e2\u961f\uff0cGPU \u4e91\u4e3b\u673a\u7684\u5438\u5f15\u529b\u4e0d\u8a00\u800c\u55bb\u3002<\/p>\n<h2>\u56db\u3001\u661f\u5b87\u667a\u7b97 H100\uff1a\u628a\u201c\u6309\u9700\u201d\u505a\u5230\u6781\u81f4<\/h2>\n<p>\u661f\u5b87\u667a\u7b97\u5168\u65b0\u4e0a\u67b6\u7684 H100 \u88f8\u91d1\u5c5e\u8282\u70b9\uff0c\u9762\u5411 AI \u5e94\u7528\u63d0\u4f9b\u4e09\u79cd\u8ba1\u8d39\u6a21\u5f0f\uff1a<\/p>\n<ul>\n<li><strong>\u6309\u91cf\u4ed8\u8d39<\/strong>\uff1a1.45 \u7f8e\u5143\/\u5361\/\u5c0f\u65f6\uff0c\u7cbe\u786e\u5230\u79d2\uff0c\u968f\u5f00\u968f\u505c\uff1b<\/li>\n<li><strong>\u5305\u6bb5\u4ed8\u8d39<\/strong>\uff1a\u5305\u65e5\/\u5305\u5468\/\u5305\u6708\uff0c\u6700\u9ad8\u518d\u964d 35%\uff0c\u9002\u5408\u957f\u5468\u671f\u5927\u6a21\u578b\uff1b<\/li>\n<li><strong>\u65e0 GPU \u6a21\u5f0f<\/strong>\uff1a\u8c03\u8bd5\u9636\u6bb5\u53ef\u5207 0 \u5361\u5b9e\u4f8b\uff0c\u4ec5\u6536 CPU \u4e0e\u5b58\u50a8\u8d39\u7528\uff0c\u6210\u672c\u538b\u7f29 80% \u4ee5\u4e0a\u3002<\/li>\n<\/ul>\n<p>\u5e73\u53f0\u5185\u7f6e 300+ \u516c\u5171\u6a21\u578b\u300150 TB \u5f00\u6e90\u6570\u636e\u96c6\uff0c\u914d\u5408\u8de8\u5b9e\u4f8b\u5171\u4eab\u7684\u6301\u4e45\u5316\u4e91\u5b58\u50a8\uff0c\u8bad\u7ec3\u4e2d\u65ad\u4e5f\u80fd\u79d2\u7ea7\u70ed\u542f\u3002\u65b0\u7528\u6237\u6ce8\u518c\u5373\u9886 10 \u5143\u4f53\u9a8c\u91d1\uff0c0 \u95e8\u69db\u8dd1\u901a 7B \u6a21\u578b LoRA \u5fae\u8c03\u3002<\/p>\n<h2>\u4e94\u3001\u603b\u62e5\u6709\u6210\u672c\uff08TCO\uff09\u6c99\u76d8\u63a8\u6f14<\/h2>\n<p>\u5047\u8bbe\u67d0\u56e2\u961f\u9700\u7528 8 \u5361\u8dd1 BERT-Large\uff0c\u5468\u671f 7 \u5929\u3001\u6bcf\u5929 10 \u5c0f\u65f6\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u65b9\u6848<\/th>\n<th>\u8ba1\u8d39\u65b9\u5f0f<\/th>\n<th>\u603b\u8d39\u7528<\/th>\n<th>\u5907\u6ce8<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>TPU v6<\/td>\n<td>30 \u5929\u8d77\u79df<\/td>\n<td>14.4\u00d7720=10368 \u7f8e\u5143<\/td>\n<td>\u5269 23 \u5929\u7a7a\u8f6c<\/td>\n<\/tr>\n<tr>\n<td>H100<\/td>\n<td>\u6309\u91cf<\/td>\n<td>11.6\u00d770=812 \u7f8e\u5143<\/td>\n<td>\u5173\u673a\u5373\u505c<\/td>\n<\/tr>\n<tr>\n<td>H100<\/td>\n<td>\u5305\u5468<\/td>\n<td>11.6\u00d70.8\u00d770=649 \u7f8e\u5143<\/td>\n<td>\u518d\u7701 20%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u7ed3\u8bba\u4e00\u76ee\u4e86\u7136\uff1a\u77ed\u5468\u671f\u4efb\u52a1\u4e0b\uff0cGPU \u4e91\u4e3b\u673a\u7684 TCO \u4ec5\u4e3a TPU \u7684 6\u20138%\uff0c\u4e14\u65e0\u9700\u627f\u62c5\u8fc1\u79fb\u4e0e\u7a7a\u7f6e\u98ce\u9669\u3002<\/p>\n<h2>\u516d\u3001\u7ed3\u8bba\uff1a\u7528\u5bf9\u573a\u666f\uff0c\u6bd4\u9009\u5bf9\u7acb\u573a\u66f4\u91cd\u8981<\/h2>\n<ul>\n<li>\u8d85\u5927\u89c4\u6a21\u3001\u5468\u671f 3 \u4e2a\u6708\u4ee5\u4e0a\u7684\u65d7\u8230\u6a21\u578b\uff0cTPU v6 \u7684\u529f\u8017\u4e0e\u7ebf\u6027\u6269\u5c55\u6bd4\u786e\u6709\u4f18\u52bf\uff1b<\/li>\n<li>\u9664\u6b64\u4e4b\u5916\uff0c\u65e0\u8bba\u662f\u7b97\u6cd5\u9a8c\u8bc1\u3001finetune\u3001\u63a8\u7406\u7070\u5ea6\uff0c\u8fd8\u662f A\/B \u6d4b\u8bd5\uff0c<a href=\"https:\/\/www.starverse-ai.com\">GPU\u4e91\u4e3b\u673a<\/a> \u90fd\u662f\u66f4\u7075\u6d3b\u3001\u66f4\u7701\u94b1\u3001\u66f4\u7701\u5fc3\u7684\u7b54\u6848\u3002<\/li>\n<\/ul>\n<p>\u661f\u5b87\u667a\u7b97\u5c06\u6301\u7eed\u6269\u5bb9 H100\u3001RTX 4090\u3001L40S \u7b49\u591a\u5143\u5361\u578b\uff0c\u6253\u9020\u771f\u6b63\u7684 <a href=\"https:\/\/www.starverse-ai.com\">AI\u5e94\u7528<\/a> \u4e00\u952e\u5373\u73a9\u751f\u6001\u3002\u73b0\u5728\u6ce8\u518c\uff0c10 \u5143\u4f53\u9a8c\u91d1\u5373\u523b\u5230\u8d26\uff0c\u628a\u5b9d\u8d35\u7684\u7814\u53d1\u9884\u7b97\u82b1\u5728\u521b\u65b0\u4e0a\uff0c\u800c\u4e0d\u662f\u9501\u6b7b\u5728\u6f2b\u957f\u7684\u79df\u7ea6\u91cc\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8c37\u6b4c TPU v6 \u79df\u8d41\u4ef7 1.8 \u7f8e\u5143\/\u5c0f\u65f6\uff0cMeta \u5374&hellip;<\/p>\n","protected":false},"author":2,"featured_media":2400,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-2401","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-zixun"],"views":40,"_links":{"self":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/2401","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=2401"}],"version-history":[{"count":0,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/2401\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/media\/2400"}],"wp:attachment":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/media?parent=2401"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/categories?post=2401"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/tags?post=2401"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}