Large-scale GPU fault injection shows NaN/inf outcomes are only 1% of SDC, single-bit flips under 40%, and corruption addresses are periodic, supporting distribution-aware modeling.
Resilience of deep learning applications: A systematic literature review of analysis and hardening techniques,
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The Anatomy of Silent Data Corruption: GPU Error Pattern Study and Modeling Guidance
Large-scale GPU fault injection shows NaN/inf outcomes are only 1% of SDC, single-bit flips under 40%, and corruption addresses are periodic, supporting distribution-aware modeling.