Q-gym: An Equality Saturation Framework for DNN Inference Exploiting Weight Repetition

Cheng Fu, Hanxian Huang, Bram Wasti, Chris Cummins, Riyadh Baghdadi, Kim M. Hazelwood, Yuandong Tian, Jishen Zhao, Hugh Leather. Q-gym: An Equality Saturation Framework for DNN Inference Exploiting Weight Repetition. In Andreas Klöckner, José Moreira, editors, Proceedings of the International Conference on Parallel Architectures and Compilation Techniques, PACT 2022, Chicago, Illinois, October 8-12, 2022. pages 291-303, ACM, 2022. [doi]

Abstract

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