Loss-Aware Feature-Map Pruning in Convolutional Neural Networks Using Multi-Armed Bandits

Salem Ameen, Sunil Vadera

Convolutional neural networks often contain redundant feature maps that increase storage and inference cost. This paper presents a loss-aware feature-map pruning framework using mu…