一种新的数据路径组件可参数化功率宏模型

Gerd von Cölln, L. Kruse, E. Schmidt, W. Nebel
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引用次数: 33

摘要

提出了一种基于两个连续输入向量的汉明距离和模块结构附加信息的功率宏观模型。该模型可根据输入位宽度进行参数化,并可应用于各种数据路径组件。在估计精度、模型复杂性和灵活性之间的良好权衡使得该模型对高度抽象的功率分析和优化任务具有吸引力。此外,本文还提出了一种计算输入数据流的平均汉明距离分布的新方法。结果表明,对于许多典型的dsp模块和数据流,使用汉明距离分布而不是仅使用平均值可以提高估计精度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A new parameterizable power macro-model for datapath components
We propose a novel power macro-model which is based on the Hamming-distance of two consecutive input vectors and additional information on the module structure. The model is parameterizable in terms of input bit-widths and can be applied to a wide variety of datapath components. The good trade-off between estimation accuracy, model complexity and flexibility makes the model attractive for power analysis and optimization tasks on a high level of abstraction. Furthermore, a new approach is presented, that allows one to calculate the average Hamming-distance distribution of an input data stream. It is demonstrated, that the application of Hamming-distance distributions, instead of only average values, improves the estimation accuracy for a number of typical DSP-modules and data streams.
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