Development of Accurate Numerical Models for AMD Matrix Cores

This paper develops accurate numerical models for AMD matrix cores across three GPU architectures, addressing non-standard floating-point behaviors and enabling bit-level reproducibility through rigorous testing. The models facilitate comparative analysis with NVIDIA tensor cores and improve understanding of hardware-specific numerical discrepancies.

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