The Anatomy of Silent Data Corruption: GPU Error Pattern Study and Modeling Guidance

Chung-Hsuan Tung, Yanxiang Huang, Nirmal Saxena +5

Silent data corruption (SDC) threatens the reliability of large-scale GPU clusters used for training large language models, yet its rarity and lack of explicit error signals make a…