多模式浮点乘加融合单元,用于交易精度与功耗

Kun-Yi Wu, Chih-Yuan Liang, K. Yu, Shiann-Rong Kuang
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引用次数: 12

摘要

随着浮点乘加运算在多媒体和数字信号处理应用中的广泛应用,许多现代处理器采用了浮点乘加融合单元(MAF)来实现高性能、提高精度和降低功耗。然而,FP运算单元通常占据处理器面积和功耗的主要部分。在本文中,我们将提出一种多模式FP乘加融合单元,它利用迭代乘法和截断加法技术来支持低功耗应用中的七种不同误差的工作模式。它可以执行一次三模式的乘法累加操作,一次两模式的乘法操作或一次两模式的加法操作。与传统的IEEE754单精度FP MAF相比,该单元的面积减少了4.5%,延迟延长了23%,可以实现多模式,可以牺牲一点(33%)功耗。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multiple-mode floating-point multiply-add fused unit for trading accuracy with power consumption
With the wide use of floating-point (FP) multiply and accumulate operations in multimedia and digital signal processing applications, many modern processors adopt FP multiply-add fused unit (MAF) to achieve high performance, improve accuracy and reduce power consumption. However, FP arithmetic units usually occupy the major portion of a processor's area and power dissipation. In this paper, we will propose a multiple-mode FP multiply-add fused unit which utilizes the iterative multiplication and truncated addition techniques to support seven operating modes with various errors for low power applications. It can execute either one multiply-accumulate operation with three modes, one multiplication operation with two modes or one addition operation with two modes. When compared to the traditional IEEE754 single-precision FP MAF, the proposed unit has 4.5% less area and 23% longer delay to achieve multiple modes which can sacrifice a little (<; 1%) accuracy for saving large (> 33%) power consumption.
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