Detecting and recovering from silent data corruption on Amazon SageMaker HyperPod | Amazon Web Services
This article introduces a three-step detection and recovery strategy for silent data corruption (SDC) in distributed training, featuring non-finite gradient checks, ring replay audits, and weight fingerprint comparisons, all integrated into a SageMaker HyperPod environment.