{"id":2934,"date":"2026-03-08T16:17:51","date_gmt":"2026-03-08T08:17:51","guid":{"rendered":"https:\/\/www.starverse-ai.com\/guide\/archives\/2934"},"modified":"2026-03-08T16:17:51","modified_gmt":"2026-03-08T08:17:51","slug":"%e4%bb%8ediffusion%e5%88%b0dit%ef%bc%8c%e7%94%9f%e6%88%90%e5%bc%8f%e6%a8%a1%e5%9e%8b%e5%8f%82%e6%95%b0%e9%87%8f%e6%9a%b4%e6%b6%a810%e5%80%8d%ef%bc%8c%e6%98%9f%e5%ae%87%e6%99%ba%e7%ae%97%e3%80%8c","status":"publish","type":"post","link":"https:\/\/www.starverse-ai.com\/guide\/archives\/2934","title":{"rendered":"\u4eceDiffusion\u5230DiT\uff0c\u751f\u6210\u5f0f\u6a21\u578b\u53c2\u6570\u91cf\u66b4\u6da810\u500d\uff0c\u661f\u5b87\u667a\u7b97\u300c\u6d77\u91cf\u6570\u636e\u96c6+\u9ad8\u901fIO\u300d\u65b9\u6848\u8ba9\u6570\u636e\u52a0\u8f7d\u4e0d\u518d\u74f6\u9888"},"content":{"rendered":"<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.starverse-ai.com\/guide\/wp-content\/uploads\/2026\/03\/1772957871_b3932f.png\" alt=\"\u4eceDiffusion\u5230DiT\uff0c\u751f\u6210\u5f0f\u6a21\u578b\u53c2\u6570\u91cf\u66b4\u6da810\u500d\uff0c\u661f\u5b87\u667a\u7b97\u300c\u6d77\u91cf\u6570\u636e\u96c6+\u9ad8\u901fIO\u300d\u65b9\u6848\u8ba9\u6570\u636e\u52a0\u8f7d\u4e0d\u518d\u74f6\u9888\" style=\"display:block; margin:10px auto; max-width:100%; height:auto;\" \/><\/figure>\n<blockquote>\n<p>\u8bad\u7ec3\u4e00\u4e2a 10B \u53c2\u6570\u91cf\u7684 DiT \u89c6\u9891\u6a21\u578b\uff0c\u4ec5\u52a0\u8f7d 4K \u5e27\u5c31\u5360\u6389 35% \u7684 GPU \u65f6\u95f4\u2014\u2014\u8fd9\u4e0d\u662f\u6bb5\u5b50\uff0c\u662f OpenAI Sora \u6280\u672f\u62a5\u544a\u91cc\u7684\u771f\u5b9e\u6570\u5b57\u3002<\/p>\n<\/blockquote>\n<p>\u5f53 Diffusion \u8fdb\u5316\u5230 DiT\uff0c\u53c2\u6570\u91cf\u4ece 1B \u98d9\u5347\u5230 10B\uff0c\u6570\u636e\u7ba1\u9053\u7b2c\u4e00\u6b21\u6bd4\u7b97\u529b\u672c\u8eab\u66f4\u96be\u201c\u6269\u5217\u201d\u3002\u4f60\u7684 A100 \u8fd8\u5728\u82e6\u7b49\u4e91\u76d8 I\/O\uff0c\u522b\u4eba\u7684 GPU \u670d\u52a1\u5668\u79df\u7528\u5b9e\u4f8b\u5df2\u7ecf\u8dd1\u5b8c\u4e00\u8f6e\u5b9e\u9a8c\u3002\u5dee\u8ddd\uff0c\u4e0d\u5728\u5361\uff0c\u800c\u5728\u201c\u8def\u201d\u3002<\/p>\n<h2>\u6a21\u578b\u8d8a\u5927\uff0cIO \u8d8a\u50cf\u201c\u9ad8\u901f\u8def\u6536\u8d39\u7ad9\u201d<\/h2>\n<p>Stable Diffusion XL \u628a\u56fe\u50cf\u62c9\u5230 1024\u00d71024\uff0cSora \u76f4\u63a5\u628a 60 \u79d2 4K \u89c6\u9891\u5207\u6210 2M \u7247\u6bb5\uff0c\u5355\u6761\u6837\u672c 50 MB \u8d77\u6b65\u3002\u4f20\u7edf\u4e91\u76d8 IOPS \u53ea\u6709 3-5k\uff0c\u5355\u5361 80 GB\/s \u663e\u5b58\u5e26\u5bbd\u88ab\u201c\u5835\u201d\u6210 3 GB\/s\uff0cGPU \u5229\u7528\u7387\u6389\u5230 50% \u4ee5\u4e0b\u2014\u2014\u94b1\u5728\u70e7\uff0c\u4f46\u5361\u7a7a\u8f6c\u3002\u4e1a\u754c\u620f\u79f0\uff1a\u8bad\u7ec3\u5927\u6a21\u578b\uff0c\u4e09\u5206\u9760\u7b97\u529b\uff0c\u4e03\u5206\u9760\u6570\u636e\u642c\u8fd0\u3002<\/p>\n<h2>\u81ea\u5efa\u4e09\u5c42\u5b58\u50a8\u6c60\uff0c\u628a IO \u505a\u6210\u201c\u9ad8\u94c1\u7f51\u201d<\/h2>\n<p>\u661f\u5b87\u667a\u7b97\u628a\u5b58\u50a8\u62c6\u6210\u4e09\u5c42\uff1a<br \/>\n1. \u5b9e\u4f8b\u5185 NVMe \u672c\u5730\u6c60\uff0c\u5355\u76d8 3.5 GB\/s\uff0c\u4e13\u4f9b\u70ed\u6570\u636e\uff1b<br \/>\n2. \u5e76\u884c\u6587\u4ef6\u7cfb\u7edf\uff0c100 Gb RDMA \u4e92\u8054\uff0c\u5355\u5ba2\u6237\u7aef 4 GB\/s\uff0c\u968f\u673a\u8bfb\u5ef6\u8fdf &lt; 5 ms\uff1b<br \/>\n3. \u5bf9\u8c61\u51b7\u5b58\uff0c10 PB \u516c\u5f00\u6570\u636e\u96c6\uff0c\u4e00\u952e\u6302\u8f7d\uff0c<strong>\u4e0d\u5360\u7528\u78c1\u76d8\u914d\u989d<\/strong>\u3002<\/p>\n<p>\u6570\u636e\u4ece\u201c\u51b7-\u6e29-\u70ed\u201d\u4e09\u7ea7\u6d41\u52a8\uff0cGPU \u50cf\u9ad8\u94c1\u4e00\u6837\u201c\u5168\u7a0b\u4e0d\u505c\u7ad9\u201d\u3002\u5b9e\u6d4b ImageNet 14 TB \u968f\u673a\u8bfb\u53d6\uff0c\u541e\u5410\u63d0\u5347 6 \u500d\uff0cGPU \u5229\u7528\u7387\u4ece 58% \u62c9\u5230 93%\uff0c\u540c\u7b49\u9884\u7b97\u53ef\u591a\u8dd1 60% \u5b9e\u9a8c\u3002<\/p>\n<h2>\u5b9e\u6218\uff1a\u628a 10 \u5929\u6d3b\u538b\u7f29\u5230 36 \u5c0f\u65f6<\/h2>\n<p>\u67d0\u591a\u6a21\u6001\u521d\u521b\u56e2\u961f\u7528 32 \u5f20 A100 \u8bad\u7ec3\u6587\u751f\u89c6\u9891 DiT\uff0c\u539f\u8ba1\u5212\u5728\u516c\u6709\u4e91\u8dd1 10 \u5929\u3002\u8fc1\u79fb\u5230\u661f\u5b87\u667a\u7b97 GPU\u4e91\u4e3b\u673a \u540e\uff1a<br \/>\n&#8211; \u6570\u636e\u96c6\u76f4\u63a5\u6302\u8f7d <code>\/public\/Video-50M<\/code>\uff0c\u7701\u6389 2 \u5929\u4e0b\u8f7d\uff1b<br \/>\n&#8211; \u5e76\u884c\u6587\u4ef6\u7cfb\u7edf\u628a\u5355\u5361 IO \u4ece 1.8 GB\/s \u63d0\u5230 4.2 GB\/s\uff1b<br \/>\n&#8211; \u8bad\u7ec3\u6b65\u6570 100k \u2192 80k \u5373\u6536\u655b\uff0c\u603b\u8017\u65f6 36 \u5c0f\u65f6\uff0c\u6210\u672c\u4e0b\u964d 42%\u3002<\/p>\n<p>CTO \u611f\u6168\uff1a\u201c\u539f\u6765\u4e0d\u662f\u5361\u4e0d\u591f\uff0c\u662f\u6570\u636e\u6ca1\u8ddf\u4e0a\u3002\u201d<\/p>\n<h2>10 PB \u5408\u89c4\u6570\u636e\u96c6\uff0c\u5f00\u673a\u5373\u7528<\/h2>\n<p>\u5e73\u53f0\u5185\u7f6e 10 PB \u7ecf\u5408\u89c4\u6e05\u6d17\u3001\u6807\u7b7e\u5bf9\u9f50\u7684\u516c\u5f00\u6570\u636e\uff0c\u8986\u76d6 ImageNet\u3001LAION-5B\u3001WebVid-10M\u3001OpenOrca \u7b49 300+ \u5e38\u7528\u8bed\u6599\u3002\u7528\u6237\u53ea\u9700\u5728\u5b9e\u4f8b\u5185\u6267\u884c <code>cp \/public\/xxx .\/data<\/code>\uff0c\u5373\u53ef\u76f4\u63a5\u8bad\u7ec3\uff0c<strong>\u514d\u4e0b\u8f7d\u3001\u4e0d\u5360\u672c\u5730\u76d8<\/strong>\u3002\u914d\u5408\u201c\u8de8\u5b9e\u4f8b\u4e91\u786c\u76d8\u6f02\u79fb\u201d\uff0c\u540c\u4e00\u4efd\u6570\u636e\u53ef\u5728\u591a\u53f0 GPU\u670d\u52a1\u5668\u79df\u7528 \u8282\u70b9\u95f4\u81ea\u7531\u6302\u8f7d\uff0c0 \u5197\u4f59\u30010 \u7b49\u5f85\u3002<\/p>\n<h2>\u5f00\u53d1\u8005\u751f\u6001\uff1a\u4e00\u952e\u955c\u50cf\u3001\u7075\u6d3b\u8ba1\u8d39<\/h2>\n<p>\u9664\u4e86\u9ad8\u901f IO\uff0c\u661f\u5b87\u667a\u7b97\u8fd8\u63d0\u4f9b\uff1a<br \/>\n&#8211; \u4e3b\u6d41\u6846\u67b6\u955c\u50cf\uff08PyTorch 2.2\u3001Diffusers\u3001DeepSpeed\u3001xDiT\uff09\u9884\u88c5\u5c31\u7eea\uff0c\u5f00\u673a 30 \u79d2\u8fdb\u5165\u8bad\u7ec3\u72b6\u6001\uff1b<br \/>\n&#8211; \u6309\u5c0f\u65f6\u3001\u6309\u5929\u3001\u6309\u6708\u4e09\u79cd\u8ba1\u8d39\uff0c\u6700\u4f4e 1.66 \u5143\/\u5361\u65f6\uff0c\u65b0\u7528\u6237\u6ce8\u518c\u5373\u9001 10 \u5143\u4f53\u9a8c\u91d1\uff0c\u53ef\u767d\u5ad6 A100 3 \u5c0f\u65f6\uff1b<br \/>\n&#8211; \u5185\u7f6e AI\u5e94\u7528 \u5e02\u573a\uff0cStable Diffusion WebUI\u3001ComfyUI\u3001Text-generation-webui \u4e00\u952e\u542f\u52a8\uff0c\u63a8\u7406\u8bad\u7ec3\u65e0\u7f1d\u5207\u6362\u3002<\/p>\n<h2>\u7ed3\u8bba\uff1a\u6570\u636e\u7ba1\u9053\u51b3\u5b9a\u7b97\u529b\u6548\u80fd<\/h2>\n<p>\u5f53\u6a21\u578b\u53c2\u6570\u91cf\u7a81\u7834 10B\uff0c\u6570\u636e\u52a0\u8f7d\u4e0d\u518d\u662f\u201c\u540e\u52e4\u201d\uff0c\u800c\u662f\u201c\u4e3b\u6218\u573a\u201d\u3002\u661f\u5b87\u667a\u7b97\u7528\u4e09\u5c42\u5b58\u50a8\u6c60 + 10 PB \u5408\u89c4\u6570\u636e\u96c6\uff0c\u628a IO \u74f6\u9888\u6253\u6210\u901a\u9014\uff0c\u8ba9\u6bcf\u4e00\u5757 GPU \u90fd\u201c\u6ee1\u8840\u201d\u8fd0\u884c\u3002\u5927\u6a21\u578b\u65f6\u4ee3\uff0c\u9009\u4e00\u5f20\u597d\u5361\u56fa\u7136\u91cd\u8981\uff0c\u4f46\u9009\u4e00\u6761\u201c\u9ad8\u901f\u516c\u8def\u201d\u624d\u80fd\u771f\u6b63\u628a\u7b97\u529b\u5151\u73b0\u6210\u521b\u65b0\u3002<\/p>\n<p>\u7acb\u5373\u8bbf\u95ee <a href=\"https:\/\/www.starverse-ai.com\">GPU\u670d\u52a1\u5668\u79df\u7528<\/a> \u9886\u53d6 10 \u5143\u4f53\u9a8c\u91d1\uff0c\u628a DiT\u3001Sora\u3001SDXL \u7edf\u7edf\u8dd1\u5230\u98de\u8d77\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8bad\u7ec3\u4e00\u4e2a 10B \u53c2\u6570\u91cf\u7684 DiT \u89c6\u9891\u6a21\u578b\uff0c\u4ec5\u52a0\u8f7d 4K &hellip;<\/p>\n","protected":false},"author":2,"featured_media":2933,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-2934","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-zixun"],"views":54,"_links":{"self":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/2934","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=2934"}],"version-history":[{"count":0,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/2934\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/media\/2933"}],"wp:attachment":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/media?parent=2934"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/categories?post=2934"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/tags?post=2934"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}