SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators

Junchi Wu, Xinfei Wan, Zhuoran Li +5

Spatial DNN accelerators are essential for high-performance inference, but their performance is undermined by widespread fail-slow failures. Detecting such failures on-chip is chal…