DocumentCode
2973537
Title
An OpenCL optimizing compiler for reconfigurable processors
Author
Jeongho Nah ; Jun Lee ; Hongjune Kim ; Jinseok Lee ; Seok Joong Hwang ; Donghoon Yoo ; Jaejin Lee
Author_Institution
Sch. of Comput. Sci. & Eng., Seoul Nat. Univ., Seoul, South Korea
fYear
2013
fDate
9-11 Dec. 2013
Firstpage
184
Lastpage
191
Abstract
This paper presents simple and efficient optimization techniques for an OpenCL compiler that targets reconfigurable processors. The target architecture consists of a generalpurpose processor core and an embedded reconfigurable accelerator with vector units. The accelerator is able to switch its architecture between the VLIW mode and the Coarse Grained Reconfigurable Array (CGRA) mode to achieve high performance. One big problem of this architecture is programming difficulty and OpenCL can be a good solution. However, since OpenCL does not guarantee performance portability, hardware dependent optimization is still necessary. Hence, we develop an OpenCL compiler framework that exploits the mode switching capability and vector units. To measure the effectiveness of the techniques, we have implemented the OpenCL framework and evaluate their performance with fourteen OpenCL benchmark applications.
Keywords
optimising compilers; parallel architectures; parallel programming; performance evaluation; reconfigurable architectures; CGRA mode; OpenCL benchmark applications; OpenCL optimizing compiler; VLIW mode; coarse grained reconfigurable array mode; embedded reconfigurable accelerator; general purpose processor core; mode switching capability; performance evaluation; reconfigurable processors; target reconfigurable architecture; vector units; Arrays; Indexes; Kernel; Optimization; Program processors; VLIW; Vectors; Coarse Grained Reconfigurable Arrays; Compilers; OpenCL; Optimizations; Performance Analysis; SRP; VLIW;
fLanguage
English
Publisher
ieee
Conference_Titel
Field-Programmable Technology (FPT), 2013 International Conference on
Conference_Location
Kyoto
Print_ISBN
978-1-4799-2199-7
Type
conf
DOI
10.1109/FPT.2013.6718351
Filename
6718351
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