To prune or not to prune : A chaos-causality approach to principled pruning of dense neural networks

Rajan Sahu, Shivam Chadha, Nithin Nagaraj +2

Reducing the size of a neural network (pruning) by removing weights without impacting its performance is an important problem for resource-constrained devices. In the past, pruning…