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FP64 Is All You Want, INT8 Is All You Need, FP4/6/8 Is All You Have

Mazumder, Pratyai et al.
arXiv (All) · Papers
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Ozaki scheme II emulates FP64 matrix products with INT8 ones through residues modulo pairwise coprime moduli, and variants for FP8 and FP4 have followed. We treat these schemes as one family and pose the choice of a scheme as a combinatorial program that minimizes the number of low-precision GEMMs.
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