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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!
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Making a note here for future reference - https://www.stephendiehl.com/posts/mlir_gpu/
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