Optimization of Halide Image Processing Schedules with Reinforcement Learning

WSCAD 2019

• HalideRL: Reinforcement Learning Environment and Agent (source code and results).
• HalideApp: Application Pipeline Runtime Comparison (source code and results).

Looking for details, check the master's thesis, especially sections 5.2 and 5.3 for the proposed architecture design.