{"id":233170,"created":"2025-01-19T01:34:27.222912+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00233170","sets":["1164:2240:11467:11522"]},"path":["11522"],"owner":"44499","recid":"233170","title":["パラメータ自動チューニングにおけるGPTuneの性能評価"],"pubdate":{"attribute_name":"公開日","attribute_value":"2024-03-11"},"_buckets":{"deposit":"d18cfaac-38db-421e-9ed8-992a810c2238"},"_deposit":{"id":"233170","pid":{"type":"depid","value":"233170","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"パラメータ自動チューニングにおけるGPTuneの性能評価","author_link":["632806","632803","632804","632805","632808","632809","632807"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"パラメータ自動チューニングにおけるGPTuneの性能評価"},{"subitem_title":"Performance Evaluation of GPTune for Parameter Auto-Tuning","subitem_title_language":"en"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"自動チューニング・OpenMP","subitem_subject_scheme":"Other"}]},"item_type_id":"4","publish_date":"2024-03-11","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"Graduate School of Informatics, Nagoya University"},{"subitem_text_value":"Information Technology Center, Nagoya University"},{"subitem_text_value":"Lawrence Berkeley National Laboratory"},{"subitem_text_value":"Lawrence Berkeley National Laboratory"},{"subitem_text_value":"Information Technology Center, Nagoya University"},{"subitem_text_value":"Information Technology Center, Nagoya University"},{"subitem_text_value":"Information Technology Center, Nagoya University"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Graduate School of Informatics, Nagoya University","subitem_text_language":"en"},{"subitem_text_value":"Information Technology Center, Nagoya University","subitem_text_language":"en"},{"subitem_text_value":"Lawrence Berkeley National Laboratory","subitem_text_language":"en"},{"subitem_text_value":"Lawrence Berkeley National Laboratory","subitem_text_language":"en"},{"subitem_text_value":"Information Technology Center, Nagoya University","subitem_text_language":"en"},{"subitem_text_value":"Information Technology Center, Nagoya University","subitem_text_language":"en"},{"subitem_text_value":"Information Technology Center, Nagoya University","subitem_text_language":"en"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"eng"}]},"item_publisher":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"情報処理学会","subitem_publisher_language":"ja"}]},"publish_status":"0","weko_shared_id":-1,"item_file_price":{"attribute_name":"Billing file","attribute_type":"file","attribute_value_mlt":[{"url":{"url":"https://ipsj.ixsq.nii.ac.jp/record/233170/files/IPSJ-HPC24193028.pdf","label":"IPSJ-HPC24193028.pdf"},"date":[{"dateType":"Available","dateValue":"2026-03-11"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-HPC24193028.pdf","filesize":[{"value":"1.2 MB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"660","billingrole":"5"},{"tax":["include_tax"],"price":"330","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"14"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"9b0b5b1f-f03d-4b28-881d-e52607d81d1b","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2024 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"森下, 誠"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"片桐, 孝洋"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Osni, Marques"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Yang, Liu"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"星野, 哲也"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"永井, 亨"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"河合, 直聡"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN10463942","subitem_source_identifier_type":"NCID"}]},"item_4_textarea_12":{"attribute_name":"Notice","attribute_value_mlt":[{"subitem_textarea_value":"SIG Technical Reports are nonrefereed and hence may later appear in any journals, conferences, symposia, etc."}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_18gh","resourcetype":"technical report"}]},"item_4_source_id_11":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"2188-8841","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"数値計算ライブラリには，その性能に影響を与える多くのパラメータがあることが多い．ライブラリの高い性能を得るためには，そのパラメータのチューニングが必要である．しかし，このようなパラメータのチューニングは，専門的な知識がなければ困難である．そこで，数値計算ライブラリの性能を向上させるために，ソフトウェアによるオートチューニング (AT) が期待されている．本研究では，DOE のExascale Computing Project で開発された AT フレームワークである GPTune の手法を説明する．また，数値計算ライブラリとして広く使われている ScaLAPACK 上のルーチンを用いた GPTune の適応例を示す．","subitem_description_type":"Other"}]},"item_4_description_8":{"attribute_name":"論文抄録(英)","attribute_value_mlt":[{"subitem_description":"Numerical libraries often have many parameters that impact its performance. To obtain high performance of the libraries, tuning the parameters are required. However, it is difficult to tune such parameters without special knowledge on them. Software auto-tuning(AT), therefore, is one of promising approaches to establish high performance for numerical libraries. In this study, we explain the methodology of GPTune, which is an AT framework developed by DOE's Exascale Computing Project. In addition, we show an example of adaptation for the GPTune with a routine on ScaLAPACK, which is one of widely-used numerical libraries.","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"5","bibliographic_titles":[{"bibliographic_title":"研究報告ハイパフォーマンスコンピューティング（HPC）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2024-03-11","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"28","bibliographicVolumeNumber":"2024-HPC-193"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"updated":"2025-01-19T10:11:16.091169+00:00","links":{}}