A Comparison of SYCL, OpenCL, CUDA, and OpenMP for Massively Parallel Support Vector Machine Classification on Multi-Vendor Hardware-Reference-Cited by-同舟云学术

A Comparison of SYCL, OpenCL, CUDA, and OpenMP for Massively Parallel Support Vector Machine Classification on Multi-Vendor Hardware

Published:2022-05-10 Issue: Volume: Page:
ISSN:
Container-title:International Workshop on OpenCL
language:
Short-container-title:

Author:

Breyer Marcel¹,Van Craen Alexander¹,Pflüger Dirk¹

Affiliation:

1. Institute for Parallel and Distributed Systems, University of Stuttgart, Germany

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3529538.3529980

Reference28 articles.

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2. David A Beckingsale , Jason Burmark , Rich Hornung , Holger Jones , William Killian , Adam J Kunen , Olga Pearce , Peter Robinson , Brian S Ryujin , and Thomas RW Scogland . 2019 . Raja: Portable Performance for Large-Scale Scientific Applications. In 2019 IEEE/ACM International Workshop on Performance, Portability and Productivity in HPC (P3HPC). IEEE, IEEE , Denver, CO, USA, 71–81. David A Beckingsale, Jason Burmark, Rich Hornung, Holger Jones, William Killian, Adam J Kunen, Olga Pearce, Peter Robinson, Brian S Ryujin, and Thomas RW Scogland. 2019. Raja: Portable Performance for Large-Scale Scientific Applications. In 2019 IEEE/ACM International Workshop on Performance, Portability and Productivity in HPC (P3HPC). IEEE, IEEE, Denver, CO, USA, 71–81.

3. LIBSVM

4. A Comparative Study of SYCL, OpenCL, and OpenMP

5. Evaluating the performance of HPC-style SYCL applications

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