On the Limits of Parallelizing Convolutional Neural Networks on GPUs

Behnam Pourghassemi, Chenghao Zhang, Joo Hwan Lee, Aparna Chandramowlishwaran. On the Limits of Parallelizing Convolutional Neural Networks on GPUs. In Christian Scheideler, Michael Spear, editors, SPAA '20: 32nd ACM Symposium on Parallelism in Algorithms and Architectures, Virtual Event, USA, July 15-17, 2020. pages 567-569, ACM, 2020. [doi]

Abstract

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