Art
J-GLOBAL ID:201902217538920959
Reference number:19A1929128
大規模GPUクラスタにおけるResNet-50/ImageNet学習の高速化
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Material:
Volume:
2019
Issue:
HPC-170
Page:
Vol.2019-HPC-170,No.6,1-7 (WEB ONLY)
Publication year:
Jul. 17, 2019
JST Material Number:
U0451A
Document type:
Proceedings
Article type:
原著論文
Country of issue:
Japan (JPN)
Language:
JAPANESE (JA)
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Semi thesaurus term:
Thesaurus term/Semi thesaurus term
Keywords indexed to the article.
All keywords is available on JDreamIII(charged).
On J-GLOBAL, this item will be available after more than half a year after the record posted. In addtion, medical articles require to login to MyJ-GLOBAL.
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JST classification (2):
JST classification
Category name(code) classified by JST.
Computer system development
, Artificial intelligence
Reference (18):
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山崎雅文, 笠置明彦, 田原司睦, 中平直司: MPIを用いたDeep Learning処理高速化の提案, 技術報告 2016-HPC-155(6) (2016).
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Goyal, P., Dollar, P., Girshick, R., Noordhuis, P., Wesolowski, L., Kyrola, A., Tulloch, A., Jia, Y. and He, K.: Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour, ArXiv:1706.02677 (2017).
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You, Y., Gitman, I. and Ginsburg, B.: Large Batch Training Of Convolutional Networks, arXiv:1708.03888 (2017).
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Ying, C., Kumar, S., Chen, D., Wang, T. and Cheng, Y.: Image Classification at Supercomputer Scale, arXiv:1811.06992v2 (2018).
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小川宏高, 松岡 聡, 佐藤 仁, 高野了成, 滝澤真一朗, 谷村勇輔, 三浦信一, 関口智嗣: 世界最大規模のオープンAIインフラストラクチャAI橋渡しクラウド (ABCI)の概要, 技術報告 2018-HPC-165(19) (2018).
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