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Product-Aware Deterministic Rounding for Quantized Matrix Multiplication

Sao, Piyush et al.
arXiv (All) · Papers
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data-structures-and-algorithmsinformation-theorymachine-learning
Scalar rounding decisions interact through matrix multiplication. We study deterministic product-aware rounding after scales, clipping bounds, and grids are fixed, with each active scalar choosing between adjacent levels. For dynamic activation rounding, null-space reduction preserves the rela
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