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cs.MS2026
AWE: Adaptive Weight Encoding for Exact Integer Matrix Products with Fewer GEMMs on FP4 Tensor Cores
Shun-ichiro Hayashi, Daichi Mukunoki, Tetsuya Hoshino +1
Emulation of high-accuracy floating-point matrix multiplication, as in the Ozaki scheme, splits the inputs into low-precision components and multiplies them pairwise. These product…
cs.MS2024
Xabclib:A Fully Auto-tuned Sparse Iterative Solver
Takahiro Katagiri, Takao Sakurai, Mitsuyoshi Igai +5
In this paper, we propose a general application programming interface named OpenATLib for auto-tuning (AT). OpenATLib is designed to establish the reusability of AT functions. By u…