A high-performance batched matrix multiplication framework for GPUs under unbalanced input distribution-Reference-Cited by-同舟云学术

A high-performance batched matrix multiplication framework for GPUs under unbalanced input distribution

Published:2021-06-21 Issue:2 Volume:78 Page:1741-1758
ISSN:0920-8542
Container-title:The Journal of Supercomputing
language:en
Short-container-title:J Supercomput

Author:

Wang Ruimin,Yang Zhiwei,Xu Hao,Lu Lu

Funder

Guangzhou Produce & Research Fund

Publisher

Springer Science and Business Media LLC

Subject

Hardware and Architecture,Information Systems,Theoretical Computer Science,Software

Link

https://link.springer.com/content/pdf/10.1007/s11227-021-03936-9.pdf

Reference38 articles.

1. Agullo E et al (2009) Numerical linear algebra on emerging architectures: the PLASMA and MAGMA projects. J Phys Confer Ser 180. No. 1. IOP Publishing

2. Molero JM, Garzón EM, García I, Quintana-Ortí ES, Plaza A (2013) A Batched Cholesky Solver for Local RX Anomaly Detection on GPUs. In: Proceedings of the 13th international conference on computational and mathematical methods in science and engineering, (CMMSE), pp 1037–1797

3. Shi Y et al (2016) Tensor contractions with extended blas kernels on cpu and gpu. 2016 IEEE 23rd international conference on high performance computing (HiPC). IEEE

4. Ahmad A et al (2016) High-performance tensor contractions for GPUs. Proc Comput Sci 80:108–118

5. AMD Corporation (2021) https://github.com/ROCmSoftwarePlatform/rocBLAS

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