Taxonomy of Saliency Metrics for Channel Pruning

Kaveena Persand, Andrew Anderson, David Gregg

Pruning unimportant parameters can allow deep neural networks (DNNs) to reduce their heavy computation and memory requirements. A saliency metric estimates which parameters can be…