A Low-Power Accuracy-Configurable Floating Point Multiplier

被引:0
|
作者
Zhang, Hang [1 ]
Zhang, Wei [1 ]
Lach, John [1 ]
机构
[1] Univ Virginia, Elect & Comp Engn, Charlottesville, VA 22904 USA
关键词
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中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Floating point multiplication is one of the most frequently used arithmetic operations in a wide variety of applications, but the high power consumption of the IEEE-754 standard floating point multiplier prohibits its implementation in many low power systems, such as wireless sensors and other battery-powered embedded systems, and limits performance scaling in high performance systems, such as CPUs and GPGPUs for scientific computation. This paper presents a low-power accuracy-configurable floating point multiplier based on Mitchell's Algorithm. Post-layout SPICE simulations in a 45nm process show same-delay power reductions up to 26X for single precision and 49X for double precision compared to their IEEE-754 counterparts. Functional simulations on six CPU and GPU benchmarks show significantly better power reduction vs. quality degradation trade-offs than existing bit truncation schemes.
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页码:48 / 54
页数:7
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