Dynamic Probabilistic Pruning: A general framework for hardware-constrained pruning at different granularities

Lizeth Gonzalez-Carabarin, Iris A. M. Huijben, Bastiaan S. Veeling +2

Unstructured neural network pruning algorithms have achieved impressive compression rates. However, the resulting - typically irregular - sparse matrices hamper efficient hardware…