  In this paper, we propose an adaptive pruning method. This method can cut off
the channel and layer adaptively. The proportion of the layer and the channel
to be cut is learned adaptively. The pruning method proposed in this paper can
reduce half of the parameters, and the accuracy will not decrease or even be
higher than baseline.
