An Energy-Constrained Optimization-Based Structured Pruning Method for Deep Neural Network Compression.
Siping LiuQiang LiBo PengYanping QiaoMaosong LinQiang ZengPublished in: ICCT (2022)
Keyphrases
- constrained optimization
- pruning method
- neural network
- pruning methods
- constrained optimization problems
- constraint handling
- pruning algorithm
- artificial neural networks
- objective function
- augmented lagrangian
- unconstrained optimization
- penalty function
- image compression
- back propagation
- neural network model
- structured data
- lagrange multipliers
- interval analysis
- neural model
- multiresolution
- evolutionary algorithm