ByteDance RL Agent Writes CUDA Kernels 2x Faster Than torch.compile

A new ByteDance paper shows a reinforcement-learning-trained AI agent generating GPU kernels that are 2.11x faster than those produced by NVIDIA's own torch.compile, with the dataset open-sourced.