Bayesian Optimization for auto-tuning GPU kernels.
Floris-Jan WillemsenRob van NieuwpoortBen van WerkhovenPublished in: CoRR (2021)
Keyphrases
- real time
- fine tuning
- optimization problems
- kernel function
- global optimization
- optimization process
- kernel machines
- bayesian estimation
- maximum likelihood
- optimization algorithm
- optimization method
- gaussian processes
- graphics hardware
- bayesian learning
- optimization model
- computing systems
- optimization methods
- data driven
- multi objective
- feature space
- support vector
- bayesian networks