Deep learning model performance detection system and method and prediction model generation method

The embodiment of the invention provides a deep learning model performance detection system and method and a prediction model generation method, and the method comprises the steps: determining a to-be-detected deep learning model, obtaining one or more operators of the to-be-detected deep learning model, and carrying out the detection of the performance of the to-be-detected deep learning model for each operator in the one or more operators, the performance prediction model corresponding to the operator is used for performing performance index prediction to obtain a performance index prediction value corresponding to the operator, the performance prediction model is obtained by training performance index data of the corresponding operator, and the performance index prediction value corresponding to the operator is obtained based on the performance index prediction value corresponding to each operator in the one or more operators. And obtaining a comprehensive performance index prediction value of the to-be-te