METHOD AND SYSTEM FOR GENERATING TRAINING DATA FOR A MACHINE LEARNING MODEL FOR PREDICTING PERFORMANCE IN ELECTRONIC DESIGN

摘要

There is provided a method of generating training data for a machine learning model for predicting performance in electronic design using at least one processor, the method including: generating a first set of training data based on a first set of input design parameters and an electronic design automation tool; generating a first covariance information associated with the first set of input design parameters based on the first set of training data; determining a second set of input design parameters based on the first covariance information; and generating a second set of training data based on the second set of input design parameters and the electronic design automation tool. There is also provided a corresponding system for generating training data for a machine learning model for predicting performance in electronic design.