The Case for Strong Scaling in Deep Learning: Training Large 3D CNNs with Hybrid Parallelism

Publication Information

Title

Japanese:
English:	The Case for Strong Scaling in Deep Learning: Training Large 3D CNNs with Hybrid Parallelism

Author

Japanese:	大山洋介, 丸山直也, Nikoli Dryden, Erin McCarthy, Peter Harrington, Jan Balewski, 松岡聡, Peter Nugent, Brian Van Essen.
English:	Yosuke Oyama, Naoya Maruyama, Nikoli Dryden, Erin McCarthy, Peter Harrington, Jan Balewski, Satoshi Matsuoka, Peter Nugent, Brian Van Essen.

Language

English

Journal/Book name

Japanese:
English:	IEEE Transactions on Parallel & Distributed Systems (TPDS)

Volume, Number, Page

vol. 32 no. 7 pp. 1641-1652

Published date

July 2021

Publisher

Japanese:
English:

Conference name

Japanese:
English:

Conference site

Japanese:
English: