用未设计好的乘数架构交易精度换取功率

Parag Kulkarni, Puneet Gupta, M. Ercegovac
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引用次数: 480

摘要

我们提出了一种具有可调误差特性的新型乘法器架构,该架构利用了改进的不准确2x2构建块。我们的不准确乘数器实现了31.78%的平均省电?比相应乘法器设计的精度高45.4%,平均误差为1.39% ~ 3.32%。使用图像滤波和JPEG压缩作为示例应用程序,我们表明,与最近基于电压过缩放的功率误差权衡方法相比,我们的架构可以在相同的功耗节省下实现2 - 8倍的信噪比(SNR)。我们将乘数节省的功率投射到更大的设计中,突出了这样一个事实,即这些好处强烈依赖于设计。我们将这种以电路为中心的方法与JPEG示例的纯软件适应方法进行比较。我们还增强了设计,以允许使用残差加法器的乘法器的正确操作,用于非错误弹性应用。
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Trading Accuracy for Power with an Underdesigned Multiplier Architecture
We propose a novel multiplier architecture with tunable error characteristics, that leverages a modified inaccurate 2x2 building block. Our inaccurate multipliers achieve an average power saving of 31.78% ? 45.4% over corresponding accurate multiplier designs, for an average error of 1.39%?3.32%. Using image filtering and JPEG compression as sample applications we show that our architecture can achieve 2X - 8X better Signal-Noise-Ratio (SNR) for the same power savings when compared to recent voltage over-scaling based power-error tradeoff methods. We project the multiplier power savings to bigger designs highlighting the fact that the benefits are strongly design dependent. We compare this circuit-centric approach to power quality tradeoffs with a pure software adaptation approach for a JPEG example. We also enhance the design to allow for correct operation of the multiplier using a residual adder, for non error resilient applications.
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