Parameterized Structured Pruning for Deep Neural Networks

Guenther Schindler, Wolfgang Roth, Franz Pernkopf +1

As a result of the growing size of Deep Neural Networks (DNNs), the gap to hardware capabilities in terms of memory and compute increases. To effectively compress DNNs, quantizatio…