NNSmith: Generating Diverse and Valid Test Cases for Deep Learning Compilers

Jiawei Liu, Jinkun Lin, Fabian Ruffy, Cheng Tan, Jinyang Li, Aurojit Panda, Lingming Zhang. NNSmith: Generating Diverse and Valid Test Cases for Deep Learning Compilers. In Tor M. Aamodt, Natalie D. Enright Jerger, Michael M. Swift, editors, Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 2, ASPLOS 2023, Vancouver, BC, Canada, March 25-29, 2023. pages 530-543, ACM, 2023. [doi]

Abstract

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