{"id":551,"date":"2021-08-24T06:31:39","date_gmt":"2021-08-23T21:31:39","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=551"},"modified":"2021-08-24T06:31:39","modified_gmt":"2021-08-23T21:31:39","slug":"smart-bird-%e5%8a%b9%e7%8e%87%e7%9a%84%e3%81%aatransformer","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=551","title":{"rendered":"Smart Bird: \u52b9\u7387\u7684\u306aTransformer"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>Smart Bird: Learnable Sparse Attention for Efficient and Effective Transformer\u00a0<\/strong>[51.8]<br>\u5b66\u7fd2\u53ef\u80fd\u306a\u30b9\u30d1\u30fc\u30b9\u30a2\u30c6\u30f3\u30b7\u30e7\u30f3\u3092\u6301\u3064\u52b9\u7387\u7684\u304b\u3064\u52b9\u679c\u7684\u306a\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc\u3067\u3042\u308bSmart Bird\u3092\u63d0\u6848\u3059\u308b\u3002 Smart Bird\u3067\u306f\u3001\u307e\u305a1\u30d8\u30c3\u30c9\u306e\u4f4e\u6b21\u5143\u5909\u63db\u5668\u3067\u30b9\u30b1\u30c3\u30c1\u3055\u308c\u305f\u6ce8\u76ee\u884c\u5217\u3092\u8a08\u7b97\u3057\u307e\u3059\u3002 \u6b21\u306b\u3001\u30b9\u30b1\u30c3\u30c1\u3055\u308c\u305f\u6ce8\u76ee\u884c\u5217\u304b\u3089\u5f97\u3089\u308c\u305f\u78ba\u7387\u30b9\u30b3\u30a2\u306b\u57fa\u3065\u3044\u3066\u30c8\u30fc\u30af\u30f3\u30da\u30a2\u3092\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u3057\u3001\u7570\u306a\u308b\u6ce8\u76ee\u30d8\u30c3\u30c9\u306b\u5bfe\u3057\u3066\u7570\u306a\u308b\u30b9\u30d1\u30fc\u30b9\u6ce8\u610f\u6307\u6a19\u884c\u5217\u3092\u751f\u6210\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2108.09193v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2108.09193v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper\/translated\/2108.09193.pdf.html\">\u53c2\u8003\u8a33\uff08\u5168\u6587\uff09<\/a>\u00a0\u00a0(Fri, 20 Aug 2021 14:22:00 GMT)<ul><li>\u5148\u307b\u3069\u306eFastformer\u3068\u540c\u3058\u8457\u8005\u306b\u3088\u308bTransformer\u306e\u52b9\u7387\u5316\u3092\u6271\u3063\u305f\u8ad6\u6587\u3002\u3053\u3061\u3089\u306f\u4f4e\u6b21\u5143\u30011-head\u306aTransformer\u3092\u524d\u6bb5\u306b\u5165\u308cself attention matrix\u304b\u3089\u91cd\u8981\u306a\u30c8\u30fc\u30af\u30f3\u3092\u62bd\u51fa\u3001multi-head\u306aTrasnformer\u306b\u3064\u306a\u3050\u69cb\u6210\u3002<\/li><li>\u3053\u3061\u3089\u306e\u8a08\u7b97\u91cf\u306fO(N^2 \u00d7 d + N \u00d7 K \u00d7 D)\u3068\u306e\u3053\u3068\u3060\u304c\u3001\u6b21\u5143d\u304c\u901a\u5e38\u306eTrasnformer\u306b\u6bd4\u3079\u3066\u975e\u5e38\u306b\u5c0f\u3055\u3044\u306e\u3067\u52b9\u7387\u7684\u3068\u306e\u3053\u3068\u3002\u8981\u7d04\u6027\u80fd\u306fFastfomer\u306b\u6bd4\u3079\u3066\u512a\u308c\u3066\u3044\u308b\u3088\u3046\u306b\u898b\u3048\u308b\u3002<\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Smart Bird: Learnable Sparse Attention for Efficient and Effective Transformer\u00a0[51.8]\u5b66\u7fd2\u53ef\u80fd\u306a\u30b9\u30d1\u30fc\u30b9\u30a2\u30c6\u30f3\u30b7\u30e7\u30f3\u3092\u6301\u3064\u52b9\u7387\u7684\u304b\u3064\u52b9\u679c &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=551\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;Smart Bird: \u52b9\u7387\u7684\u306aTransformer&#8221; \u306e<\/span>\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[415],"class_list":["post-551","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-transformer"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/551","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=551"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/551\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=551"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=551"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=551"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}