RLWS: A Reinforcement Learning based GPU Warp Scheduler

Jayvant Anantpur, Nagendra Gulur Dwarakanath, Shivaram Kalyanakrishnan +2

The Streaming Multiprocessors (SMs) of a Graphics Processing Unit (GPU) execute instructions from a group of consecutive threads, called warps. At each cycle, an SM schedules a war…