NetPrune: A sparklines visualization for network pruning

Current deep learning approaches are cutting-edge methods for solving classification tasks. Arising transfer learning techniques allows applying large generic model to simple tasks whereas simpler models could be used. Large models raise the major problem of their memory consumption and processor us...

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Bibliographic Details
Main Authors: Luc-Etienne Pommé, Romain Bourqui, Romain Giot, Jason Vallet, David Auber
Format: Article
Language:English
Published: Elsevier 2023-06-01
Series:Visual Informatics
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2468502X23000141