Detecting Numerical Deviations in Deep Learning Models Introduced by the TVM Compiler

Zichao Xia, Yuting Chen, Pengbo Nie, Zihan Wang. Detecting Numerical Deviations in Deep Learning Models Introduced by the TVM Compiler. In 35th IEEE International Symposium on Software Reliability Engineering, ISSRE 2024, Tsukuba, Japan, October 28-31, 2024. pages 73-83, IEEE, 2024. [doi]

Abstract

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