Device Placement Optimization for Deep Neural Networks via One-shot Model and Reinforcement Learning.
Zixiang DingYaran ChenNannan LiDongbin ZhaoPublished in: SSCI (2020)
Keyphrases
- neural network
- reinforcement learning
- computational model
- experimental data
- optimization model
- probabilistic model
- neural network model
- high level
- management system
- data sets
- formal model
- optimization process
- optimization problems
- em algorithm
- optimization algorithm
- optimization method
- sensitivity analysis
- hybrid model
- model free
- transition model