comparisons, (II) explain more intuition behind various design, (III) do our best to proofread our paper in revision

Neural Information Processing Systems 

We thank all four reviewers' time, effort, and valuable suggestions. Is the applied sampling strategy the best? Results of different configurations when prune ResNet-32 on CIFAR-10 with one V100 GPU. "#SC" indicates the number of selected channels. Does different channel-wise interpolation (CWI) affect the perfor-17 CWI is a general operation to align feature maps with different sizes.

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