AutoPhase: Juggling HLS Phase Orderings in Random Forests with Deep Reinforcement Learning.
Qijing HuangAmeer Haj-AliWilliam S. MosesJohn XiangIon StoicaKrste AsanovicJohn WawrzynekPublished in: CoRR (2020)
Keyphrases
- random forests
- reinforcement learning
- random forest
- machine learning algorithms
- decision trees
- logistic regression
- ensemble methods
- function approximation
- tree ensembles
- randomized trees
- decision tree ensembles
- learning algorithm
- state space
- classification and regression trees
- data sets
- training data
- machine learning
- regression forests
- naive bayes
- learning process
- relational databases
- neural network