[PATCH] D154363: [WIP][mlir] Add an interface to decompose complex ops
Quentin Colombet via Phabricator via llvm-commits
llvm-commits at lists.llvm.org
Mon Jul 3 09:32:24 PDT 2023
qcolombet created this revision.
qcolombet added reviewers: ftynse, nicolasvasilache, rengolin, harsh, chelini.
qcolombet added a project: MLIR.
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Herald added subscribers: limo1996, stephenneuendorffer.
This patch adds an interface, named `AggregatedOpInterface`, that decomposes complex operations into simpler ones.
This is WIP because I was wondering how we want to connect this, e.g., regular pass, transform dialect, etc.
To demonstrate the e2e use case, I went with a new the transform dialect op but it would have made sense to reuse the `decompose` one (albeit it won't work out of the box because that one only support linalg interfaces). I'm guessing we want to express the convolution decomposition in terms of interfaces as well. Anyhow, this is all up for discussion :).
Repository:
rG LLVM Github Monorepo
https://reviews.llvm.org/D154363
Files:
mlir/include/mlir/Dialect/Linalg/IR/Linalg.h
mlir/include/mlir/Dialect/Linalg/IR/LinalgOps.td
mlir/include/mlir/Dialect/Linalg/TransformOps/LinalgTransformOps.td
mlir/include/mlir/Interfaces/AggregatedOpInterface.h
mlir/include/mlir/Interfaces/AggregatedOpInterface.td
mlir/include/mlir/Interfaces/CMakeLists.txt
mlir/lib/Dialect/Linalg/IR/CMakeLists.txt
mlir/lib/Dialect/Linalg/IR/LinalgOps.cpp
mlir/lib/Dialect/Linalg/TransformOps/LinalgTransformOps.cpp
mlir/lib/Interfaces/AggregatedOpInterface.cpp
mlir/lib/Interfaces/CMakeLists.txt
mlir/test/Dialect/Linalg/transform-op-decompose.mlir
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