NVIDIA Corporation
PRUNING CONVOLUTIONAL NEURAL NETWORKS

Abstract:

A neural network includes at least a first network layer that includes a first set of filters and a second network layer that includes a second set of filters. Notably, a filter was removed from the first network layer. A bias associated with a different filter included in the second set of filters compensates for a different bias associated with the filter that was removed from the first network layer.