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GPU-Accelerated Search for Fast Matrix Multiplication over $\mathbb{F}_2$

Medley, Zeke et al.
arXiv (All) · Papers
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data-structures-and-algorithmssymbolic-computation
We present a GPU-accelerated algorithm for searching for ways to multiply matrices with few scalar multiplications. Our algorithm searches the matrix multiplication flip graph and, on an NVIDIA H200, performs over a billion search steps per second, a $1000\times$ improvement over previous GPU-accele
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