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Benchmarking the IBM Power8 processor

Published: 02 November 2015 Publication History

Abstract

This paper discusses the performance of IBM's Power8 CPUs, on a number of skeleton, financial and CFD benchmarks and applications. Implicitly, the performance of the software toolchain is also tested - the bare-bones Little-Endian Ubuntu, the XL compilers and OpenMP runtimes. First, we aim to establish some roofline numbers on bandwidth and compute throughput, then move on to benchmark explicit and implicit one-/three-factor Black-Scholes computations, and CFD applications based on the OP2 and OPS frameworks, such as Airfoil, CloverLeaf, CloverLeaf 3D. These applications all exhibit different characteristics in terms of computations, communications, memory access patterns, etc. Both absolute and relative performance metrics are computed and compared to NVIDIA GPUs and Intel Xeon CPUs.

References

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A. V. Adinetz, P. F. Baumeister, H. Böttiger, T. Hater, T. Maurer, D. Pleiter, W. Schenck, and S. F. Schifano. Performance Evaluation of Scientific Applications on POWER8.
[2]
M. Giles, E. László, I. Reguly, J. Appleyard, and J. Demouth. Gpu implementation of finite difference solvers. In Proceedings of the 7th Workshop on High Performance Computational Finance, pages 1--8. IEEE Press, 2014.
[3]
M. Heroux and R. Barrett. Mantevo project, 2011.
[4]
J. D. McCalpin. Memory bandwidth and machine balance in current high performance computers. IEEE Computer Society Technical Committee on Computer Architecture (TCCA) Newsletter, pages 19--25, Dec. 1995.
[5]
I. Z. Reguly, G. R. Mudalige, M. B. Giles, D. Curran, and S. McIntosh-Smith. The ops domain specific abstraction for multi-block structured grid computations. In Proceedings of the Fourth International Workshop on Domain-Specific Languages and High-Level Frameworks for High Performance Computing, pages 58--67. IEEE Press, 2014.

Cited By

View all
  • (2019)AlgoBOWLProceedings of the 2019 ACM Conference on Innovation and Technology in Computer Science Education10.1145/3304221.3319761(471-477)Online publication date: 2-Jul-2019
  • (2018)Evaluating attainable memory bandwidth of parallel programming models via BabelStreamInternational Journal of Computational Science and Engineering10.5555/3292750.329275117:3(247-262)Online publication date: 1-Jan-2018
  • (2018)Performance Tuning and Analysis for Stencil-Based Applications on POWER8 ProcessorACM Transactions on Architecture and Code Optimization10.1145/326442215:4(1-25)Online publication date: 10-Oct-2018

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Published In

cover image DL Hosted proceedings
CASCON '15: Proceedings of the 25th Annual International Conference on Computer Science and Software Engineering
November 2015
409 pages

Publisher

IBM Corp.

United States

Publication History

Published: 02 November 2015

Author Tags

  1. POWER8
  2. benchmarking

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  • Research-article

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Overall Acceptance Rate 24 of 90 submissions, 27%

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Cited By

View all
  • (2019)AlgoBOWLProceedings of the 2019 ACM Conference on Innovation and Technology in Computer Science Education10.1145/3304221.3319761(471-477)Online publication date: 2-Jul-2019
  • (2018)Evaluating attainable memory bandwidth of parallel programming models via BabelStreamInternational Journal of Computational Science and Engineering10.5555/3292750.329275117:3(247-262)Online publication date: 1-Jan-2018
  • (2018)Performance Tuning and Analysis for Stencil-Based Applications on POWER8 ProcessorACM Transactions on Architecture and Code Optimization10.1145/326442215:4(1-25)Online publication date: 10-Oct-2018

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