FlashNeuron: SSD-Enabled Large-Batch Training of Very Deep Neural Networks

Jonghyun Bae, Jongsung Lee, Yunho Jin, Sam Son, Shine Kim, Hakbeom Jang, Tae Jun Ham, Jae W. Lee. FlashNeuron: SSD-Enabled Large-Batch Training of Very Deep Neural Networks. In Marcos K. Aguilera, Gala Yadgar, editors, 19th USENIX Conference on File and Storage Technologies, FAST 2021, February 23-25, 2021. pages 387-401, USENIX Association, 2021. [doi]

Abstract

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