Performance comparison of Intel Xeon Phi Knights Landing
dc.contributor.advisor | Gobbert, Matthias K. | |
dc.contributor.author | Jabbie, Ishmail A. | |
dc.contributor.author | Owen, George | |
dc.contributor.author | Whiteley, Benjamin | |
dc.date.accessioned | 2018-09-20T18:57:09Z | |
dc.date.available | 2018-09-20T18:57:09Z | |
dc.date.issued | 2017 | |
dc.description.abstract | The Intel Xeon Phi is a many-core processor with a theoretical peak performance of over 3 TFLOP/s of double precision. We contrast the performance of the second-generation Intel Xeon Phi, code-named Knights Landing (KNL), to the first-generation Intel Xeon Phi, codenamed Knights Corner (KNC), as well as to a node with two multi-core CPUs as baseline reference. The test code solves the classical elliptic test problem of the Poisson equation whose performance is prototypical for the computational kernel in many numerical methods for partial differential equations. The results show that the KNL can perform approximately four times faster than the KNC or than two CPUs, provided the problem fits into the 16 GB of on-chip MCDRAM memory of the KNL. The studies also confirm the nominal five times faster speed of the new high-performance MCDRAM memory in the KNL compared to the DDR4 memory of the node. We demonstrate the ease of porting code to the KNL by focusing on performance that was achieved by only re-compiling hybrid MPI+OpenMP code with a KNL flag. | en_US |
dc.description.sponsorship | These results were obtained as part of the REU Site: Interdisciplinary Program in High Performance Computing (hpcreu.umbc.edu) in the Department of Mathematics and Statistics at the University of Maryland, Baltimore County (UMBC) in Summer 2016. This program is funded by the National Science Foundation (NSF), the National Security Agency (NSA), and the Department of Defense (DOD), with additional support from UMBC, the Department of Mathematics and Statistics, the Center for Interdisciplinary Research and Consulting (CIRC), and the UMBC High Performance Computing Facility (HPCF). HPCF is supported by the U.S. National Science Foundation through the MRI program (grant nos. CNS–0821258 and CNS–1228778) and the SCREMS program (grant no. DMS–0821311), with additional substantial support from UMBC. Co-author Ishmail Jabbie was supported, in part, by the UMBC National Security Agency (NSA) Scholars Program through a contract with the NSA. The authors thank both our team’s graduate assistant Jonathan Graf and faculty mentor Dr. Matthias K. Gobbert for their support throughout the program and beyond. Graduate assistant Jonathan Graf was supported by UMBC. The authors would like to thank the project client and collaborator Samuel Khuvis of ParaTools, Inc. for his support and connection with the Performance Research Laboratory, University of Oregon, that provided access to the KNL Hardware. This work used the Extreme Science and Engineering Discovery Environment (XSEDE), which is supported by National Science Foundation grant number ACI–1053575. We acknowledge the Texas Advanced Computing Center (TACC) at The University of Texas at Austin for providing HPC resources that have contributed to the research results reported within this paper. | en_US |
dc.description.uri | http://www.siam.org/Portals/0/Publications/SIURO/Volume%2010/Performance_comparison_Intel_Xeon_Phi_Knights_Landing.pdf?ver=2018-02-28-145959-113 | en_US |
dc.format.extent | 14 pages | en_US |
dc.genre | undergraduate journal article | en_US |
dc.identifier | doi:10.13016/M23N20J02 | |
dc.identifier.citation | Jabbie, I.A., Owen, G., & Whiteley, B. (2017). Performance comparison of Intel Xeon Phi Knights Landing. | en_US |
dc.identifier.uri | http://hdl.handle.net/11603/11337 | |
dc.language.iso | en_US | en_US |
dc.relation.isAvailableAt | The University of Maryland, Baltimore County (UMBC) | |
dc.relation.ispartof | UMBC Mathematics Department Collection | |
dc.relation.ispartof | UMBC Faculty Collection | |
dc.relation.ispartof | UMBC Student Collection | |
dc.relation.ispartof | UMBC Student Collection | |
dc.relation.ispartof | UMBC Faculty Collection | |
dc.rights | This item may be protected under Title 17 of the U.S. Copyright Law. It is made available by UMBC for non-commercial research and education. For permission to publish or reproduce, please contact the author. | |
dc.subject | Intel Xeon Phi | en_US |
dc.subject | MPI | en_US |
dc.subject | OpenMP | en_US |
dc.subject | Poisson equation | en_US |
dc.subject | Conjugate gradient method | en_US |
dc.subject | UMBC High Performance Computing Facility (HPCF) | en_US |
dc.title | Performance comparison of Intel Xeon Phi Knights Landing | en_US |
dc.type | Text | en_US |
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