Using Type Transformations to Generate Program Variants for FPGA Design Space Exploration

Nabi, S. W. and Vanderbauwhede, W. (2016) Using Type Transformations to Generate Program Variants for FPGA Design Space Exploration. In: 2015 International Conference on ReConFigurable Computing and FPGAs (ReConFig), Mexico City, Mexico, 7-9 Dec 2015, pp. 1-6. ISBN 9781467394055 (doi:10.1109/ReConFig.2015.7393365)

[img]
Preview
Text
117319.pdf - Accepted Version

1MB

Abstract

We present preliminary results with the TyTra design flow. Our aim is to create a parallelising compiler for high-performance scientific code on heterogeneous platforms, with a focus on Field-Programmable Gate Arrays (FPGAs). Using the functional language Idris, we show how this programming paradigm facilitates generation of different correct-by-construction program variants through type transformations. We have developed a custom Intermediate Representation (IR) language, the TyTra-IR, which is similar to the LLVM IR, with extensions to express parallelism, allowing us to designs variants associated with each program variant. The key innovation of the TyTra-IR is the ability to construct and cost design variants for FPGAs. Our prototype compiler generates Verilog code for FPGA synthesis from a given IR description. Using a real-world Successive Over-Relaxation (SOR) kernel, we illustrate generation of program variants in Idris, their representation in TyTra-IR, and evaluation of variants using our cost-model. We compare the estimates from the cost-model with results from synthesis and simulation of equivalent HDL.

Item Type:Conference Proceedings
Status:Published
Refereed:Yes
Glasgow Author(s) Enlighten ID:Vanderbauwhede, Dr Wim and Nabi, Dr Syed Waqar
Authors: Nabi, S. W., and Vanderbauwhede, W.
College/School:College of Science and Engineering > School of Computing Science
ISBN:9781467394055
Copyright Holders:Copyright © 2015 IEEE
Publisher Policy:Reproduced in accordance with the copyright policy of the publisher.

University Staff: Request a correction | Enlighten Editors: Update this record

Project CodeAward NoProject NamePrincipal InvestigatorFunder's NameFunder RefLead Dept
614451Exploiting Parallelism through Type Transformations for Hybrid Manycore Systems.Wim VanderbauwhedeEngineering & Physical Sciences Research Council (EPSRC)EP/L00058X/1COM - COMPUTING SCIENCE