{"updated":"2025-01-20T02:40:16.814169+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00186256","sets":["1164:4088:9383:9384"]},"path":["9384"],"owner":"11","recid":"186256","title":["MN-1から学んだこと: 大規模並列深層学習向け計算機基盤の作り方"],"pubdate":{"attribute_name":"公開日","attribute_value":"2018-02-26"},"_buckets":{"deposit":"24517dcb-3e1a-40b2-9749-df19860d44f9"},"_deposit":{"id":"186256","pid":{"type":"depid","value":"186256","revision_id":0},"owners":[11],"status":"published","created_by":11},"item_title":"MN-1から学んだこと: 大規模並列深層学習向け計算機基盤の作り方","author_link":["417000","417004","416998","417001","416999","417005","417006","417002","417003","416997"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"MN-1から学んだこと: 大規模並列深層学習向け計算機基盤の作り方"},{"subitem_title":"Lessons Learned from MN-1: How to Make A Computing Infrastructure for Massively Parallel Deep-Learning","subitem_title_language":"en"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"動的構成可能な基盤を作ってみた","subitem_subject_scheme":"Other"}]},"item_type_id":"4","publish_date":"2018-02-26","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"株式会社Preferred Networks"},{"subitem_text_value":"株式会社Preferred Networks"},{"subitem_text_value":"株式会社Preferred Networks"},{"subitem_text_value":"株式会社Preferred Networks"},{"subitem_text_value":"NTTコミュニケーションズ株式会社"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"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 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裕介"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"鈴木, 脩司"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"福田, 圭祐"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"秋葉, 拓哉"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"渡辺, 晃平"}],"nameIdentifiers":[{}]}]},"item_4_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Yusuke, Doi","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Shuji, Suzuki","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Keisuke, Fukuda","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Takuya, Akiba","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Kohei, Watanabe","creatorNameLang":"en"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA12326962","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":"2188-8787","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"深層学習は，大量の計算能力を投入する必要があるタスクである．ChainerMN を用いることで，複数のノードに搭載された複数の GPU を連携させて分散学習が可能となる．これを最大限に活用するため，専用の計算機クラスタ : MN-1 を構築し，計算能力を集約運用している．本稿では，MN-1 の初期の運用から学んだ経験を共有しつつ，大規模並列深層学習向け計算機基盤のあり方について検討を行う．","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"5","bibliographic_titles":[{"bibliographic_title":"研究報告インターネットと運用技術（IOT）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2018-02-26","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"18","bibliographicVolumeNumber":"2018-IOT-40"}]},"relation_version_is_last":true,"weko_creator_id":"11"},"created":"2025-01-19T00:53:13.732512+00:00","id":186256,"links":{}}