Svensson, Bo Joel, Vollmer, Michael, Holk, Eric, McDonell, Trevor L., Newton, Ryan R. (2015) Converting data-parallelism to task-parallelism by rewrites: purely functional programs across multiple GPUs. In: FHPC 2015: Proceedings of the 4th ACM SIGPLAN Workshop on Functional High-Performance Computing. . pp. 12-22. (doi:10.1145/2808091.2808093) (KAR id:95507)
|
PDF
Publisher pdf
Language: English |
|
|
Download this file (PDF/762kB) |
Preview |
| Request a format suitable for use with assistive technology e.g. a screenreader | |
| Official URL: https://doi.org/10.1145/2808091.2808093 |
|
Abstract
High-level domain-specific languages for array processing on the GPU are increasingly common, but they typically only run on a single GPU. As computational power is distributed across more devices, languages must target multiple devices simultaneously. To this end, we present a compositional translation that fissions data-parallel programs in the Accelerate language, allowing subsequent compiler and runtime stages to map computations onto multiple devices for improved performance---even programs that begin as a single data-parallel kernel.
| Item Type: | Conference or workshop item (Paper) |
|---|---|
| DOI/Identification number: | 10.1145/2808091.2808093 |
| Subjects: | Q Science > QA Mathematics (inc Computing science) > QA 76 Software, computer programming, |
| Divisions: | Divisions > Division of Computing, Engineering and Mathematical Sciences > School of Computing |
| Depositing User: | Michael Vollmer |
| Date Deposited: | 07 Dec 2022 21:17 UTC |
| Last Modified: | 08 Dec 2022 16:49 UTC |
| Resource URI: | https://kar.kent.ac.uk/id/eprint/95507 (The current URI for this page, for reference purposes) |
University of Kent Author Information
Vollmer, Michael.
| Creator's ORCID: |
 https://orcid.org/0000-0002-0496-8268
|
|---|---|
| CReDIT Contributor Roles: |
- Link to SensusAccess
- Export to:
- RefWorks
- EPrints3 XML
- BibTeX
- CSV
- Depositors only (login required):
Altmetric
Altmetric
