Combining Relevance and Magnitude for Resource-Aware DNN Pruning

Carla Fabiana Chiasserini, Francesco Malandrino, Nuria Molner +1

Pruning neural networks, i.e., removing some of their parameters whilst retaining their accuracy, is one of the main ways to reduce the latency of a machine learning pipeline, espe…