An Automated Tool for Analysis and Tuning of GPU-Accelerated Code in HPC Applications

Zhou, Keren; Meng, Xiaozhu; Sai, Ryuichi; Grubisic, Dejan; Mellor-Crummey, John

doi:10.1109/tpds.2021.3094169

An Automated Tool for Analysis and Tuning of GPU-Accelerated Code in HPC Applications

Journal Article · 01 April 2022 · IEEE Transactions on Parallel and Distributed Systems

DOI:https://doi.org/10.1109/tpds.2021.3094169· OSTI ID:1982884

; Meng, Xiaozhu; ; ;

Not provided.

Research Organization:: Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States). National Energy Research Scientific Computing Center (NERSC)

Sponsoring Organization:: USDOE

DOE Contract Number:: AC02-05CH11231

OSTI ID:: 1982884

Journal Information:: IEEE Transactions on Parallel and Distributed Systems, Vol. 33, Issue 4; ISSN 1045-9219

Publisher:: IEEE

Country of Publication:: United States

Language:: English

References (16)

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Fast, accurate, and scalable memory modeling of GPGPUs using reuse profiles Arafa, Yehia; Badawy, Abdel-Hameed; Chennupati, Gopinath ICS '20: 2020 International Conference on Supercomputing, Proceedings of the 34th ACM International Conference on Supercomputing https://doi.org/10.1145/3392717.3392761	conference	June 2020
Fast Computational GPU Design with GT-Pin Kambadur, Melanie; Hong, Sunpyo; Cabral, Juan 2015 IEEE International Symposium on Workload Characterization https://doi.org/10.1109/IISWC.2015.14	conference	October 2015
Flexible software profiling of GPU architectures Stephenson, Mark; Sastry Hari, Siva Kumar; Lee, Yunsup ACM SIGARCH Computer Architecture News, Vol. 43, Issue 3S https://doi.org/10.1145/2872887.2750375	journal	January 2016
NVBit Villa, Oreste; Stephenson, Mark; Nellans, David Proceedings of the 52nd Annual IEEE/ACM International Symposium on Microarchitecture https://doi.org/10.1145/3352460.3358307	conference	October 2019
Understanding the Performance of GPGPU Applications from a Data-Centric View Zhang, Hui; Hollingsworth, Jeffrey 2019 IEEE/ACM International Workshop on Programming and Performance Visualization Tools (ProTools) https://doi.org/10.1109/ProTools49597.2019.00006	conference	November 2019
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Tools for top-down performance analysis of GPU-accelerated applications Zhou, Keren; Krentel, Mark W.; Mellor-Crummey, John Proceedings of the 34th ACM International Conference on Supercomputing https://doi.org/10.1145/3392717.3392752	conference	June 2020
The Design, Deployment, and Evaluation of the CORAL Pre-Exascale Systems Vazhkudai, Sudharshan S.; de Supinski, Bronis R.; Bland, Arthur S. SC18: International Conference for High Performance Computing, Networking, Storage and Analysis https://doi.org/10.1109/SC.2018.00055	conference	November 2018
Speculative reconvergence for improved SIMT efficiency Damani, Sana; Johnson, Daniel R.; Stephenson, Mark Proceedings of the 18th ACM/IEEE International Symposium on Code Generation and Optimization https://doi.org/10.1145/3368826.3377911	conference	February 2020
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