DocumentCode
1772626
Title
An approach of processor core customization for stencil computation
Author
Yanhua Li ; Youhui Zhang ; Jianfeng Yang ; Luk, Wayne ; Guangwen Yang ; Weimin Zheng
Author_Institution
Dept. of Comput. Sci. & Technol., Tsinghua Univ., Beijing, China
fYear
2014
fDate
18-20 June 2014
Firstpage
182
Lastpage
183
Abstract
Architecture customization is believed as one of the most promising methods to meet ever-increasing computing needs and power density limitations. This paper presents an approach to enhance a preliminary customizable core with some common architecture features, to adapt to the specific applications while keeping the programming flexibility. Those features include several effective software/hardware co-optimizing strategies, such as loop tiling, pre-fetching, cache customization, customized Single Instruction Multiple Data (SIMD) and Direct Memory Access (DMA), as well as the necessary ISA extensions. Currently we select stencil computation as the research target. Detailed tests of power-efficiency to evaluate the effect of all these optimizations comprehensively shows impressive performance speedup and power efficiency, even compared to X86, GPU and FPGA platforms. All these proposed customizations here could be applied to other computing applications.
Keywords
computer architecture; field programmable gate arrays; file organisation; graphics processing units; microprocessor chips; multiprocessing systems; parallel processing; DMA; FPGA platforms; GPU platforms; SIMD; X86; architecture customization; architecture features; cache customization; customizable core; customized single instruction multiple data; direct memory access; loop tiling; power density limitations; prefetching; processor core customization approach; programming flexibility; software/hardware cooptimizing strategies; stencil computation; Computer architecture; Energy consumption; Field programmable gate arrays; Graphics processing units; Hardware; Optimization; customizable processor; high-performance computing; software/hardware co-design; stencil computation;
fLanguage
English
Publisher
ieee
Conference_Titel
Application-specific Systems, Architectures and Processors (ASAP), 2014 IEEE 25th International Conference on
Conference_Location
Zurich
Type
conf
DOI
10.1109/ASAP.2014.6868656
Filename
6868656
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