Characterizing Deep Learning Neural Network Failures Between Algorithmic Inaccuracy and Transient Hardware Faults

Sabuj Laskar, Md Hasanur Rahman, Bohan Zhang, Guanpeng Li. Characterizing Deep Learning Neural Network Failures Between Algorithmic Inaccuracy and Transient Hardware Faults. In 27th IEEE Pacific Rim International Symposium on Dependable Computing, PRDC 2022, Beijing, China, November 28 - Dec. 1, 2022. pages 54-67, IEEE, 2022. [doi]

Abstract

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