Mixed Precision Neural Quantization with Multi-Objective Bayesian Optimization for on-Device Deployment.
Srinivas Soumitri MiriyalaP. K. SuhasUtsav TiwariVikram Nelvoy RajendiranPublished in: ICASSP (2024)
Keyphrases
- multi objective
- optimization algorithm
- multiple objectives
- evolutionary optimization
- evolutionary algorithm
- multi objective optimization
- multiobjective optimization
- conflicting objectives
- optimization problems
- particle swarm optimization
- optimum design
- engineering design problems
- network architecture
- optimization method
- multi objective evolutionary algorithms
- efficient optimization
- particle swarm
- bio inspired
- genetic algorithm
- neural network
- objective function
- optimization process
- global optimization
- bayesian networks
- estimation of distribution algorithms
- monte carlo sampling
- grammar guided genetic programming
- bayesian inference
- high precision
- posterior distribution
- optimization methods
- multi objective optimization problems
- associative memory
- differential evolution
- single objective optimization
- maximum likelihood