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20232026
most citedAutomatically Detecting Numerical Instability in Machine Learning Applications via Soft Assertions

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math.NA2024

Testing GPU Numerics: Finding Numerical Differences Between NVIDIA and AMD GPUs

Anwar Hossain Zahid, Ignacio Laguna, Wei Le

As scientific codes are ported between GPU platforms, continuous testing is required to ensure numerical robustness and identify numerical differences. Compiler-induced numerical d…