Prediction of GPU Failures Under Deep Learning Workloads

Heting Liu, Zhichao Li, Cheng Tan +4

Graphics processing units (GPUs) are the de facto standard for processing deep learning (DL) tasks. Meanwhile, GPU failures, which are inevitable, cause severe consequences in DL t…