2023 LLVM Dev Mtg - A Python based Domain Specific Language framework for MLIR compilers and beyond
2023 LLVM Developers' Meeting
https://llvm.org/devmtg/2023-10
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A Python based Domain Specific Language framework for MLIR compilers and beyond
Speaker: Prashantha NR
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Slides:
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In this talk, we propose a Python-based Domain Specific Llanguage Framework for conversion to MLIR dialects. We introduce a new dialect called pyAST to represent Python AST in MLIR. We also introduce LLVM TableGen based Semantic Checks, Type inference and Intrinsic handling for pyAST dialect, to convert from Python AST to valid MLIR operations.
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