Hardware structure aware adaptive learning based power modeling method and system

An adaptive learning power modeling system configured to evaluate a predictive power consumption of a to-be-measured circuit, the adaptive learning power modeling system comprising:

• a controller configured to:
• sample 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;
• evaluate the predictive power consumption of the to-be-measured circuit by the power consumption evaluation network;
• train and evaluate an actual power consumption and the predictive power consumption of the to-be-measured circuit to obtain an evaluation result;
• and
• perform training according to the evaluation result to determine whether to change the power consumption evaluation network.