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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Erlin Yao

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Book Open access Sep 2026

BAG: Faster Matrix Multiplication on a Single GPU

BAG (Basis Alternative Matrix Multiplication on GPUs), a GPU-oriented implementation of ABMM for the NVIDIA Ampere architecture is presented, designed to shrink workspace and eliminate redundant global-memory traffic, and introduce a cost-model-based recursion policy together with a Roofline-guided blocking strategy to...

Yao Liu, Ye-Wen Li, Zhong-Hai Zhang et al. · 0 citations
Book Open access Sep 2026

BAG: Faster Matrix Multiplication on a Single GPU

Matrix multiplication is a fundamental computation kernel in many parallel and sequential scientific applications. We target FP32 matrix multiplication on GPUs, a setting required by numerous HPC and scientific workloads. Alternative Basis Matrix Multiplication (ABMM) is a practical Strassen-like algorithm that reduces...

Yao Liu, Ye-Wen Li, Zhonghai Zhang et al. · 0 citations

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