Multi-objective Magnitude-Based Pruning for Latency-Aware Deep Neural Network Compression.
Wenjing HongPeng YangYiwen WangKe TangPublished in: PPSN (1) (2020)
Keyphrases
- multi objective
- neural network
- genetic algorithm
- evolutionary algorithm
- multi objective optimization
- optimization algorithm
- multiple objectives
- particle swarm optimization
- data compression
- multiobjective optimization
- pareto optimal
- neural network model
- artificial neural networks
- image compression
- objective function
- back propagation
- multi objective optimization problems
- compression ratio
- compression scheme
- bi objective
- pattern recognition
- nsga ii
- pruning method
- neural nets
- search space
- low latency
- conflicting objectives
- multiagent evolutionary algorithm
- network architecture
- fuzzy artmap
- feed forward neural networks
- prefetching
- recurrent neural networks
- self organizing maps
- fault diagnosis
- optimization problems
- multi layer perceptron
- fuzzy logic
- pruning algorithm
- multilayer perceptron
- response time
- neural network is trained