A Review of Neural Network Lightweighting Techniques
Ziyi Gong,
Huifu Zhang,
Hao Yang
et al.
Abstract:The application of portable devices based on deep learning has become increasingly widespread, which has made the deployment of complex neural networks on embedded devices a hot research topic. Neural network lightweighting is one of the key technologies for applying neural networks to embedded devices. This paper elaborates and analyzes neural network lightweighting techniques from two aspects: model pruning and network structure design. For model pruning, a comparison of methods from different periods is con… Show more
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