SOKS: Automatic Searching of the Optimal Kernel Shapes for Stripe-Wise Network Pruning.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2022.3162067
Abstract: In spite of the remarkable performance, deep convolutional neural networks (CNNs) are typically over-parameterized and computationally expensive. Network pruning has become a popular approach to reducing the storage and calculations of CNN models, which commonly… read more here.
Keywords: kernel shapes; network pruning; searching optimal; optimal kernel ... See more keywords