AutoPhase: Juggling HLS Phase Orderings in Random Forests with Deep Reinforcement Learning

Qijing Huang, Ameer Haj-Ali, William Moses +4

The performance of the code a compiler generates depends on the order in which it applies the optimization passes. Choosing a good order--often referred to as the phase-ordering pr…