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HARDWARE STRUCTURE AWARE ADAPTIVE LEARNING BASED POWER MODELING METHOD AND SYSTEM

机译:基于硬件结构意识的基于自适应学习的功率建模方法和系统

摘要

An adaptive learning power modeling method includes: sampling at least one of a plurality of network components to form a power consumption evaluation network according to at least one parameter within a parameter range; evaluating a predictive power consumption of a to-be-measured circuit by the power consumption evaluation network; training and evaluating an actual power consumption and the predictive power consumption of the to-be-measured circuit by the power consumption evaluation network to obtain an evaluation resu and performing training according to the evaluation result to determine whether to change the power consumption evaluation network.
机译:自适应学习功率建模方法包括:采样多个网络组件中的至少一个,以根据参数范围内的至少一个参数形成功耗评估网络;通过功耗评估网络评估待测电路的预测功耗;通过功耗评估网络训练和评估实际功耗和待测电路的预测功耗,以获得评估结果;根据评估结果执行培训,以确定是否改变功耗评估网络。

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