OpenMP extensions for FPGA accelerators

Daniel Cabrera*, Xavier Martorell, Georgi Gaydadjiev, Eduard Ayguade, Daniel Jiménez-González

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

25 Citations (Scopus)

Abstract

Reconfigurable computing is one of the paths to explore towards low-power supercomputing. However, programming these reconfigurable devices is not an easy task and still requires significant research and development efforts to make it really productive. In addition, the use of these devices as accelerators in multicore, SMPs and ccNUMA architectures adds an additional level of programming complexity in order to specify the offloading of tasks to reconfigurable devices and the interoperability with current shared-memory programming paradigms such as OpenMP. This paper presents extensions to OpenMP 3.0 that try to address this second challenge and an implementation in a prototype runtime system. With these extensions the programmer can easily express the offloading of an already existing reconfigurable binary code (bitstream) hiding all the complexities related with device configuration, bitstream loading, data arrangement and movement to the device memory. Our current prototype implementation targets the SGI Altix systems with RASC blades (based on the Virtex 4 FPGA). We analyze the overheads introduced in this implementation and propose a hybrid host/device operational mode to hide some of these overheads, significantly improving the performance of the applications. A complete evaluation of the system is done with a matrix multiplication kernel, including an estimation considering different FPGA frequencies.

Original languageEnglish
Title of host publication2009 International Symposium on Systems, Architectures, Modeling, and Simulation
PublisherIEEE
Pages17-24
Number of pages8
ISBN (Print)978-1-4244-4502-8
DOIs
Publication statusPublished - 18-Dec-2009
Externally publishedYes
Event2009 International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation, IC-SAMOS 2009 - Samos, Greece
Duration: 20-Jul-200923-Jul-2009

Conference

Conference2009 International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation, IC-SAMOS 2009
CountryGreece
CitySamos
Period20/07/200923/07/2009

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