Anatomy of High-Performance GEMM with Online Fault Tolerance on GPUs

Author:

Wu Shixun1ORCID,Zhai Yujia2ORCID,Liu Jinyang1ORCID,Huang Jiajun1ORCID,Jian Zizhe1ORCID,Wong Bryan1ORCID,Chen Zizhong1ORCID

Affiliation:

1. University of California, Riverside, Riverside, California, USA

2. University of California, Riverside, Riverside, California, United States of America

Funder

U.S. Department of Energy

Publisher

ACM

Reference55 articles.

1. Martín Abadi Ashish Agarwal Paul Barham Eugene Brevdo Zhifeng Chen Craig Citro Greg S. Corrado Andy Davis Jeffrey Dean Matthieu Devin Sanjay Ghemawat Ian Goodfellow Andrew Harp Geoffrey Irving Michael Isard Yangqing Jia Rafal Jozefowicz Lukasz Kaiser Manjunath Kudlur Josh Levenberg Dandelion Mané Rajat Monga Sherry Moore Derek Murray Chris Olah Mike Schuster Jonathon Shlens Benoit Steiner Ilya Sutskever Kunal Talwar Paul Tucker Vincent Vanhoucke Vijay Vasudevan Fernanda Viégas Oriol Vinyals Pete Warden Martin Wattenberg Martin Wicke Yuan Yu and Xiaoqiang Zheng. 2015. TensorFlow: Large-Scale Machine Learning on Heterogeneous Systems. https://www.tensorflow.org/ Software available from tensorflow.org. Martín Abadi Ashish Agarwal Paul Barham Eugene Brevdo Zhifeng Chen Craig Citro Greg S. Corrado Andy Davis Jeffrey Dean Matthieu Devin Sanjay Ghemawat Ian Goodfellow Andrew Harp Geoffrey Irving Michael Isard Yangqing Jia Rafal Jozefowicz Lukasz Kaiser Manjunath Kudlur Josh Levenberg Dandelion Mané Rajat Monga Sherry Moore Derek Murray Chris Olah Mike Schuster Jonathon Shlens Benoit Steiner Ilya Sutskever Kunal Talwar Paul Tucker Vincent Vanhoucke Vijay Vasudevan Fernanda Viégas Oriol Vinyals Pete Warden Martin Wattenberg Martin Wicke Yuan Yu and Xiaoqiang Zheng. 2015. TensorFlow: Large-Scale Machine Learning on Heterogeneous Systems. https://www.tensorflow.org/ Software available from tensorflow.org.

2. Robert Baumann . 2002. Soft errors in commercial semiconductor technology: Overview and scaling trends . IEEE 2002 Reliability Physics Tutorial Notes, Reliability Fundamentals 7 (2002). Robert Baumann. 2002. Soft errors in commercial semiconductor technology: Overview and scaling trends. IEEE 2002 Reliability Physics Tutorial Notes, Reliability Fundamentals 7 (2002).

3. Towards a More Complete Understanding of SDC Propagation

4. Hongwei Chen , Yujia Zhai , Joshua J Turner , and Adrian Feiguin . 2023. A High-Performance Implementation of Atomistic Spin Dynamics Simulations on x86 CPUs. arXiv preprint arXiv:2304.10966 ( 2023 ). Hongwei Chen, Yujia Zhai, Joshua J Turner, and Adrian Feiguin. 2023. A High-Performance Implementation of Atomistic Spin Dynamics Simulations on x86 CPUs. arXiv preprint arXiv:2304.10966 (2023).

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1. FT-BLAS: A Fault Tolerant High Performance BLAS Implementation on x86 CPUs;IEEE Transactions on Parallel and Distributed Systems;2023-12

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