Bayesian Optimization with Clustering and Rollback for CNN Auto Pruning

Hanwei Fan, Jiandong Mu, Wei Zhang

Pruning is an effective technique for convolutional neural networks (CNNs) model compression, but it is difficult to find the optimal pruning policy due to the large design space.…