LEAN: graph-based pruning for convolutional neural networks by extracting longest chains

no code implementations • 29 Sep 2021 • Richard Arnoud Schoonhoven, Allard Hendriksen, Daniel Pelt, Joost Batenburg

Results indicate that LEAN pruning can result in networks with similar accuracy but 3--20x fewer convolutional filters than networks pruned with methods that rank filters individually.

Network Pruning