Huawei Research Developed MatMulScan: A Parallel Scan Algorithm Transforming Parallel Computing with Tensor Core Units, Enhancing Efficiency and Scalability for Large-Scale Matrix Operations

Parallel computing continues to advance, addressing the demands of high-performance tasks such as deep learning, scientific simulations, and data-intensive computations. A fundamental operation within this domain is matrix multiplication, which underpins many computational workflows. Recent hardware innovations, like Tensor Core Units (TCUs), offer efficient processing by optimizing constant-size matrix multiplications. These units are now being […]

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