{"id":3810,"date":"2023-09-21T04:58:00","date_gmt":"2023-09-20T19:58:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=3810"},"modified":"2023-09-21T04:58:00","modified_gmt":"2023-09-20T19:58:00","slug":"large-language-models-for-compiler-optimization","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=3810","title":{"rendered":"Large Language Models for Compiler Optimization"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Large Language Models for Compiler Optimization&nbsp;<\/strong>[22.5]<br>\u30b3\u30fc\u30c9\u30b5\u30a4\u30ba\u306b\u5bfe\u3057\u3066LLVM\u30a2\u30bb\u30f3\u30d6\u30ea\u3092\u6700\u9069\u5316\u3059\u308b\u305f\u3081\u306b,\u30b9\u30af\u30e9\u30c3\u30c1\u304b\u3089\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u305f\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc\u30e2\u30c7\u30eb\u3092\u63d0\u6848\u3059\u308b\u3002 \u6700\u9069\u5316\u524d\u5f8c\u306e\u547d\u4ee4\u6570\u3068\u6700\u9069\u5316\u30b3\u30fc\u30c9\u81ea\u4f53\u3092\u4e88\u6e2c\u3059\u308b\u3002 \u63d0\u6848\u624b\u6cd5\u306f,\u30b3\u30f3\u30d1\u30a4\u30e9\u3088\u308a\u3082\u547d\u4ee4\u6570\u306e\u524a\u6e1b\u304c3.0%\u5411\u4e0a\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2309.07062v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2309.07062v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Mon, 11 Sep 2023 22:11:46 GMT)<\/li>\n\n\n\n<li>\u30b3\u30fc\u30c9\u306e\u6700\u9069\u5316\u306bLLM\u3092\u4f7f\u3046\u5831\u544a\u3002\u30b3\u30f3\u30d1\u30a4\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u751f\u6210\u3057\u4ed6\u306e\u624b\u6cd5\u306b\u6bd4\u3079\u3066\u3082\u6709\u671b\u306a\u7d50\u679c\u3068\u306e\u3053\u3068\u3002<\/li>\n\n\n\n<li>\u300cWe present a 7B-parameter transformer model trained from scratch to optimize LLVM assembly for code size.\u300d\u3068\u3044\u3046\u306e\u306fLLM\u3068\u8a00\u3048\u308b\u306e\u304b\u30fb\u30fb\u30fb\uff1f<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[223,596],"class_list":["post-3810","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm","tag-596"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3810","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=3810"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3810\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3810"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3810"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3810"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}