Why do we do that? There are many efficient matrix multiplication algorithms, so using them we can have an efficient implementation of convolution operation.

This vector-matrix multiplication runs slower on B200 than H200: ...

Sparse Matrix-Matrix Multiplication (SpMM) is a fundamental operation in graph computing and analytics. However, the irregularity of real-world graphs poses significant challenges to achieving ...

This work explores the potential of Quantum Matrix Multiplication (QMM) to accelerate several computational tasks, demonstrating substantial speedups. We present three distinct applications showcasing ...