Bayesian Optimization for Efficient Heterogeneous MPSoC Based DNN Accelerator Runtime Tuning.
Xuqi ZhuCong GaoSangeet SahaXiaojun ZhaiKlaus D. McDonald-MaierPublished in: FPL (2023)
Keyphrases
- efficient optimization
- computationally expensive
- cost effective
- genetic algorithm
- bayesian inference
- training data
- bayesian networks
- optimization problems
- data driven
- lightweight
- global optimization
- optimization process
- training process
- constrained optimization
- parallel implementation
- bayesian learning
- information systems