{"id":2238,"date":"2022-08-30T05:00:00","date_gmt":"2022-08-29T20:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=2238"},"modified":"2022-08-30T05:00:00","modified_gmt":"2022-08-29T20:00:00","slug":"lab%e3%82%b5%e3%82%a4%e3%82%ba%e3%83%aa%e3%82%bd%e3%83%bc%e3%82%b9%e3%81%a7%e3%81%aet5%e3%83%a2%e3%83%87%e3%83%ab%e3%81%ae%e6%a7%8b%e7%af%89","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=2238","title":{"rendered":"Lab\u30b5\u30a4\u30ba\u30ea\u30bd\u30fc\u30b9\u3067\u306eT5\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>Training a T5 Using Lab-sized Resources\u00a0<\/strong>[10.8]<br>\u5927\u304d\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u5927\u898f\u6a21\u306a\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306f\u3001\u30ea\u30bd\u30fc\u30b9\u3068\u6642\u9593\u96c6\u7d04\u7684\u3067\u3059\u3002 \u672c\u7a3f\u3067\u306f, \u7814\u7a76\u6a5f\u95a2\u304c\u6301\u3064\u3067\u3042\u308d\u3046\u8cc7\u6e90\u3092\u7528\u3044\u3066, \u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u8a13\u7df4\u3057, (b) \u59a5\u5f53\u306a\u6642\u9593\u3067\u5b66\u7fd2\u3059\u308b\u305f\u3081\u306e\u69d8\u3005\u306a\u624b\u6cd5\u3092\u63d0\u6848\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2208.12097v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2208.12097v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 25 Aug 2022 13:55:16 GMT)<\/li><li>\u30c7\u30f3\u30de\u30fc\u30af\u8a9e\u306eT5\u30e2\u30c7\u30eb\u3092\u666e\u901a\u306e\u30e9\u30dc\u304c\u6301\u3064\u7a0b\u5ea6\u306e\u74b0\u5883\u3067\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u624b\u6cd5\u63d0\u6848\u3002\u4f7f\u7528\u3057\u305f\u30ea\u30bd\u30fc\u30b9\u306f\u00a0\u300cAMD EPYC 7252 8-Core CPUs\u00d72\u3001 128 GB of RAM\u3001 NVIDIA A100 (40 GB RAM) \u00d74\u300d\u306e\u30b7\u30f3\u30b0\u30eb\u30ce\u30fc\u30c9\u3068\u306e\u3053\u3068\u3067\u3001\u30ce\u30fc\u30c9\u9593\u5206\u6563\u7121\u3057\u30fb\u8907\u6570GPU\u3068\u5927\u898f\u6a21\u3067\u306a\u3044\u74b0\u5883\uff08\u8907\u6570\u30ce\u30fc\u30c9\u307e\u3067\u306f\u6301\u3063\u3066\u3044\u306a\u3044 or AWS\u3067\u7c21\u5358\u306b\u69cb\u7bc9\u3067\u304d\u308b\uff09\u3068\u3057\u3066\u73fe\u5b9f\u7684\u306a\u3082\u306e\u3060\u3068\u601d\u3046\u3002<ul><li>\u304b\u304b\u3063\u305f\u6642\u9593\u306fsmall\u306791\u6642\u9593\u3001large\u3067508\u6642\u9593\u3068\u66f8\u304b\u308c\u3066\u3044\u308b\u3002\u4eee\u306bAWS\u306ep4d.24xlarge\u3092\u4f7f\u3044\uff08GPU\u304c8\u500b\u306a\u306e\u3067\uff09\u534a\u5206\u306e\u6642\u9593\u3067\u7d42\u308f\u308b\u3068\u3059\u308b\u3068\u3001large\u306e\u5b66\u7fd2\u304c8300USD\uff08100\u4e07\u5186\u3061\u3087\u3063\u3068\uff09\u3067\u3067\u304d\u308b\u3053\u3068\u306b\u306a\u308b\u3002<\/li><\/ul><\/li><li>\u69cb\u7bc9\u7d50\u679c\u306f\u300c<a href=\"https:\/\/huggingface.co\/strombergnlp\/dant5-small\">strombergnlp\/dant5-small \u00b7 Hugging Face<\/a>\u300d\u3068\u300c<a href=\"https:\/\/huggingface.co\/strombergnlp\/dant5-large\">strombergnlp\/dant5-large \u00b7 Hugging Face<\/a>\u300d\u3068\u306e\u3053\u3068\u3002<\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Training a T5 Using Lab-sized Resources\u00a0[10.8]\u5927\u304d\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u5927\u898f\u6a21\u306a\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306f\u3001\u30ea\u30bd\u30fc\u30b9\u3068\u6642\u9593\u96c6\u7d04\u7684\u3067\u3059\u3002 \u672c\u7a3f\u3067\u306f, \u7814\u7a76\u6a5f\u95a2 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=2238\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;Lab\u30b5\u30a4\u30ba\u30ea\u30bd\u30fc\u30b9\u3067\u306eT5\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9&#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":[567],"class_list":["post-2238","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-567"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/2238","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=2238"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/2238\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2238"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2238"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2238"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}