Exploring Slice-Energy Saving on an Video Processing FPGA Platform with Approximate Computing

被引:8
|
作者
Zhang, Yunxiang [1 ]
Yang, Xiaokun [1 ]
Wu, Lei [1 ]
Lu, Jiang [1 ]
Sha, Kewei [1 ]
Gajjar, Archit [1 ]
He, Han [1 ]
机构
[1] Univ Houston Clear Lake, 2700 Bay Area Blvd, Houston, TX 77058 USA
关键词
Approximate design; Field Programmable Gate Array (FPGA); slice-energy cost;
D O I
10.1145/3242840.3242852
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
This paper proposes a scalable video processing platform on Field Programmable Gate Array (FPGA), providing several slice-energy cost solutions corresponding to different application constrains. Specifically three approximations of multipliers and two approximations of adders, along with the exact designs as well, are presented and integrated as twelve benchmarks to implement RGB to grayscale conversion as a case study. Experimental results show that the minimum slice-energy cost, integrated with approximate#2 adder and approximate#3 multiplier, achieves 25.17% slice-energy saving compared with the exact design by sacrificing the quality of results as 5.69% error for multiplier and 2.85% for adder.
引用
收藏
页码:138 / 143
页数:6
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