Title :
GA-based architecture exploration method for low energy VLIW data-path model
Author :
Aoki, Kazuo ; Taniguchi, Ittetsu ; Tomiyama, Hiroyuki ; Fukui, M.
Author_Institution :
Grad. Sch. of Sci. & Eng., Ritsumeikan Univ., Kusatsu, Japan
Abstract :
In this paper, we propose GA-based architecture exploration method for high performance and low energy VLIW data-path. Contribution of this paper is a method to find Pareto optimal FU architecture, i.e., the number of FUs and the instruction assignment for each FU. Proposed method enables to explore the vast solution space effectively, and we obtained the almost optimal Pareto curves for real life applications for about five times faster than the exhaustive search base method. The exploration error on cycle vs energy Pareto curve was less than 1%.
Keywords :
Pareto optimisation; genetic algorithms; instruction sets; low-power electronics; parallel architectures; power aware computing; GA-based architecture exploration method; Pareto curve; Pareto optimal FU architecture; exploration error; instruction assignment; low energy VLIW data path model; Benchmark testing; Cavity resonators; Computer architecture; Educational institutions; Energy consumption; Estimation; VLIW;
Conference_Titel :
Communications and Information Technologies (ISCIT), 2013 13th International Symposium on
Conference_Location :
Surat Thani
Print_ISBN :
978-1-4673-5578-0
DOI :
10.1109/ISCIT.2013.6645870