On The Energy Statistics of Feature Maps in Pruning of Neural Networks with Skip-Connections

Mohammadreza Soltani, Suya Wu, Yuerong Li +2

We propose a new structured pruning framework for compressing Deep Neural Networks (DNNs) with skip connections, based on measuring the statistical dependency of hidden layers and…