Towards Mixed-Precision Quantization of Neural Networks via Constrained Optimization.
Weihan ChenPeisong WangJian ChengPublished in: CoRR (2021)
Keyphrases
- constrained optimization
- neural network
- constrained optimization problems
- penalty function
- constraint handling
- unconstrained optimization
- evolutionary strategy
- interval analysis
- augmented lagrangian
- objective function
- inequality constraints
- artificial neural networks
- penalty functions
- genetic algorithm
- back propagation
- lagrange multipliers
- fuzzy logic
- recurrent neural networks
- stationary points
- multi objective