DocumentCode
668083
Title
Dynamic Selective Devectorization for Efficient Power Gating of SIMD Units in a HW/SW Co-Designed Environment
Author
Kumar, Ravindra ; Martinez, A. ; Gonzalez, Adriana
Author_Institution
Dept. of Comput. Archit., Univ. Politec. de Catalunya, Barcelona, Spain
fYear
2013
fDate
23-26 Oct. 2013
Firstpage
81
Lastpage
88
Abstract
Leakage power is a growing concern in current and future microprocessors. Functional units of microprocessors are responsible for a major fraction of this power. Therefore, reducing functional unit leakage has received much attention in the recent years. Power gating is one of the most widely used techniques to minimize leakage energy. Power gating turns off the functional units during the idle periods to reduce the leakage. Therefore, the amount of leakage energy savings is directly proportional to the idle time duration. This paper focuses on increasing the idle interval for the higher SIMD lanes. The applications are profiled dynamically, in a HW/SW co-designed environment, to find the higher SIMD lanes usage pattern. If the higher lanes need to be turned-on for small time periods, the corresponding portion of the code is devectorized to keep the higher lanes off. The devectorized code is executed on the lowest SIMD lane. Our experimental results show average SIMD accelerator energy savings of 12% and 24% relative to power gating, for SPECFP2006 and Physics bench. Moreover, the slowdown caused due to devectorization is less than 1%.
Keywords
hardware-software codesign; microprocessor chips; parallel processing; HW-SW codesigned environment; SIMD accelerator energy savings; SIMD lanes usage pattern; SIMD units; dynamic selective devectorization; functional unit leakage; idle interval; idle time duration; leakage energy savings; leakage power; microprocessor; power gating; Monitoring; Optimization; Proposals; Radiation detectors; Registers; Software; Vectors; Devectorization; HW/SW Co-designed processor; Leakage; Power Gating;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Architecture and High Performance Computing (SBAC-PAD), 2013 25th International Symposium on
Conference_Location
Porto de Galinhas
Print_ISBN
978-1-4799-2927-6
Type
conf
DOI
10.1109/SBAC-PAD.2013.10
Filename
6702583
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