An Oracle for Guiding Large-Scale Model/Hybrid Parallel Training of Convolutional Neural Networks

Author:

Kahira Albert Njoroge1,Nguyen Truong Thao2,Gomez Leonardo Bautista3,Takano Ryousei2,Badia Rosa M.1,Wahib Mohamed4

Affiliation:

1. Barcelona Supercomputing Center & Universitat Politècnica de Catalunya, Barcelona, Spain

2. National Institute of Advanced Industrial Science and Technology, Tokyo, Japan

3. Barcelona Supercomputing Center, Barcelona, Spain

4. National Institute of Advanced Industrial Science and Technology & RIKEN-CCS, Tokyo, Japan

Funder

Horizon 2020 Framework Programme

la Caixa Foundation

JST

Publisher

ACM

Reference56 articles.

1. Tal Ben-Nun etal 2018. Demystifying Parallel and Distributed Deep Learning: An In-Depth Concurrency Analysis. CoRR abs/1802.09941 (2018). arXiv:1802.09941 Tal Ben-Nun et al. 2018. Demystifying Parallel and Distributed Deep Learning: An In-Depth Concurrency Analysis. CoRR abs/1802.09941 (2018). arXiv:1802.09941

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