Towards Mixed-Precision Quantization of Neural Networks via Constrained Optimization.
Weihan ChenPeisong WangJian ChengPublished in: ICCV (2021)
Keyphrases
- constrained optimization
- neural network
- constraint handling
- constrained optimization problems
- unconstrained optimization
- penalty function
- objective function
- augmented lagrangian
- artificial neural networks
- interval analysis
- fuzzy logic
- back propagation
- genetic algorithm
- closed form solutions
- evolutionary strategy
- inequality constraints
- genetic programming
- multi objective
- iterative methods
- genetic algorithm ga
- lagrange multiplier method