Good post on using MLIR for compiling ML models to GPUs. It gives a good broad overview of a GPU architecture, and how MLIR fits into that. The overall series looks pretty interesting too! Making a note here for future reference - https://www.stephendiehl.com/posts/mlir_gpu/