{"id":14616,"date":"2026-11-07T00:18:48","date_gmt":"2026-11-06T16:18:48","guid":{"rendered":"https:\/\/infernews.com\/blog\/relayvsr\/"},"modified":"2026-11-07T00:20:57","modified_gmt":"2026-11-06T16:20:57","slug":"relayvsr","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/relayvsr\/","title":{"rendered":"RelayVSR\uff1a\u7528\u7a00\u758f\u95dc\u9375\u5e40\u52a0\u901f 4\u00d7\u5f71\u7247\u8d85\u89e3\u50cf"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/11\/RelayVSR-4.jpg\" alt=\"RelayVSR overview from the paper\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f4e\u6e05\u5f71\u7247\u8981\u653e\u5927\u56db\u500d\uff0c\u5f80\u5f80\u8981\u5728\u7d30\u7bc0\u771f\u5be6\u611f\u8207\u8655\u7406\u901f\u5ea6\u4e4b\u9593\u53d6\u6368\u3002RelayVSR \u5c6c\u65bc\u5f71\u7247\u8d85\u89e3\u50cf\u6a21\u578b\u9805\u76ee\uff0c\u8b93\u5927\u578b Wan \u6a21\u578b\u7522\u751f\u7a00\u758f\u53c3\u8003\uff0c\u518d\u7531\u8f15\u91cf Dual-Memory Video Transformer \u91cd\u5efa\u5176\u9918\u756b\u9762\uff0c\u6e1b\u5c11\u9010\u5e40\u4f7f\u7528\u751f\u6210\u6a21\u578b\u7684\u6210\u672c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">RelayVSR \u7684\u6d41\u7a0b\u4e0d\u53ea\u662f\u628a\u5169\u500b\u6a21\u578b\u4e32\u8d77\u4f86\uff1aVideo-Aware Reference Optimization\uff08VARO\uff09\u4ee5\u5f71\u7247\u5c64\u9762\u53ca\u95dc\u9375\u5e40\u5c64\u9762\u7684\u734e\u52f5\uff0c\u900f\u904e\u5f37\u5316\u5b78\u7fd2\u6539\u5584\u53c3\u8003\u54c1\u8cea\uff0c\u964d\u4f4e\u932f\u8aa4\u95dc\u9375\u5e40\u5728\u5f8c\u7e8c\u756b\u9762\u7d2f\u7a4d\u7684\u98a8\u96aa\u3002\u8f15\u91cf\u6a21\u578b\u6703\u7d50\u5408\u95dc\u9375\u5e40\u7d30\u7bc0\u8207\u8fd1\u671f\u5f71\u7247\u5167\u5bb9\uff0c\u652f\u63f4\u6709\u9650\u524d\u770b\u53ca\u96d9\u7aef\u9ede\u689d\u4ef6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u55ae\u5f35 NVIDIA A100 80GB\u30011080p \u53ca 15 \u5e40\u95dc\u9375\u5e40\u9593\u9694\u4e0b\uff0c\u96d9\u7aef\u9ede RelayVSR \u9054\u5230 29.29 FPS\uff0c\u5cf0\u503c GPU \u8a18\u61b6\u9ad4\u70ba 13.82 GB\uff0c\u9996\u5e40\u6a21\u578b\u5ef6\u9072 0.327 \u79d2\uff1bFlashVSR-Tiny \u5247\u70ba 7.80 FPS\u300124.447 GB \u53ca 2.83 \u79d2\u3002\u9019\u500b\u6bd4\u8f03\u53cd\u6620\u5b83\u628a\u901f\u5ea6\u548c\u8a18\u61b6\u9ad4\u58d3\u529b\u653e\u5728\u7cfb\u7d71\u5354\u4f5c\uff0c\u800c\u975e\u55ae\u4e00\u5927\u578b\u6a21\u578b\u786c\u6490\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u652f\u63f4 4\u00d7\u8f38\u51fa\uff0c\u4fdd\u7559\u8f38\u5165\u5f71\u7247 FPS<\/li>\n\n\n\n<li>Linux\u3001Python 3.11\u20133.13 \u53ca NVIDIA GPU<\/li>\n\n\n\n<li>Wan \u8207 Flash \u5169\u500b safetensors \u6b0a\u91cd\u5206\u958b\u8f09\u5165<\/li>\n\n\n\n<li>\u53ef\u8655\u7406 MP4 \u6216\u6309\u9806\u5e8f\u6392\u5217\u7684\u5716\u7247\u8cc7\u6599\u593e<\/li>\n\n\n\n<li>\u4e0d\u6703\u8907\u88fd\u539f\u5f71\u7247\u97f3\u8a0a\uff0c\u9577\u7247\u53ef\u7528 <code>--max-frames<\/code> \u9650\u5236\u8655\u7406\u91cf<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u8981\u8a66\u7528\u9805\u76ee\uff0c\u9700\u8981\u5148\u53d6\u5f97<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/huggingface.co\/kopper\/RelayVSR\">\u5169\u500b Hugging Face \u6b0a\u91cd<\/a>\uff0c\u518d\u4ee5 <code>inference.py<\/code> \u6307\u5b9a\u8f38\u5165\u5f71\u7247\uff1b\u9810\u8a2d\u6bcf 15 \u5e40\u7522\u751f\u53c3\u8003\u7aef\u9ede\uff0c\u4e5f\u53ef\u8abf\u6574 <code>--window-size<\/code>\u3002\u5b83\u8f03\u9069\u5408\u9700\u8981\u4e32\u6d41\u8655\u7406\u3001\u9577\u5f71\u7247\u653e\u5927\u6216\u53d7 GPU \u8a18\u61b6\u9ad4\u9650\u5236\u7684\u7814\u7a76\u8005\u8207\u5f71\u50cf\u5de5\u4f5c\u6d41\u7a0b\uff0c\u4f46\u8f38\u51fa\u6c92\u6709\u97f3\u8a0a\uff0c\u4ea6\u4ecd\u4f9d\u8cf4 NVIDIA GPU\uff0c\u672a\u5fc5\u9069\u5408\u4e00\u822c\u6d88\u8cbb\u7d1a\u96fb\u8166\u76f4\u63a5\u8655\u7406\u9ad8\u89e3\u50cf\u9577\u7247\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/kopperx.github.io\/RelayVSR\/\" rel=\"noopener\" target=\"_blank\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a> \u00b7 <a href=\"https:\/\/github.com\/kopperx\/RelayVSR\" rel=\"noopener\" target=\"_blank\"><strong>GitHub<\/strong><\/a> \u00b7 <a href=\"https:\/\/huggingface.co\/kopper\/RelayVSR\" rel=\"noopener\" target=\"_blank\"><strong>\u6a21\u578b<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>RelayVSR \u8b93\u5927\u578b\u751f\u6210\u6a21\u578b\u53ea\u8655\u7406\u7a00\u758f\u95dc\u9375\u5e40\uff0c\u518d\u4ea4\u7531\u8f15\u91cf\u7db2\u7d61\u5b8c\u6210\u4e32\u6d41\u653e\u5927\uff0c\u517c\u9867\u7d30\u7bc0\u3001\u901f\u5ea6\u8207\u8a18\u61b6\u9ad4\u7528\u91cf\u3002<\/p>\n","protected":false},"author":8,"featured_media":14615,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wpai_generated_summary":"","wpai_meta_description":"","footnotes":""},"categories":[133,162,76,141,179,31,30,29,168,152,189,214],"tags":[],"class_list":["post-14616","post","type-post","status-publish","format-standard","hentry","category-133","category-ai-productions","category-76","category-141","category-nvidia","category-video","category-image","category-audio","category-linux","category-python","category-189","category-reinforcement-learning"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/14616","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=14616"}],"version-history":[{"count":1,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/14616\/revisions"}],"predecessor-version":[{"id":14618,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/14616\/revisions\/14618"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/14615"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=14616"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=14616"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=14616"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}