[PATCH] D148159: [mlir][TransformDialect] Simplify the lowering of pack/unpack when these are just pad/unpad
Quentin Colombet via Phabricator via llvm-commits
llvm-commits at lists.llvm.org
Wed Apr 12 13:21:04 PDT 2023
qcolombet created this revision.
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This patch recognizes when `tensor.pack`/`unpack` operations are simple `tensor.pad`/`unpad` (a.k.a. `tensor.extract_slice`) and lowers them in a simpler sequence of instruction.
For pack, instead of doing:
pad
expand_shape
transpose
we do
pad
insert_slice
For unpack, instead of doing:
transpose
collapse_shape
extract_slice
we do
extract_slice
Note: returning nullptr for the transform dialect is fine. The related handles are just ignored by the following transformation.
Repository:
rG LLVM Github Monorepo
https://reviews.llvm.org/D148159
Files:
mlir/include/mlir/Dialect/Tensor/IR/TensorOps.td
mlir/include/mlir/Dialect/Utils/IndexingUtils.h
mlir/include/mlir/Dialect/Utils/ReshapeOpsUtils.h
mlir/lib/Dialect/Linalg/TransformOps/LinalgTransformOps.cpp
mlir/lib/Dialect/Tensor/IR/TensorOps.cpp
mlir/lib/Dialect/Utils/IndexingUtils.cpp
mlir/lib/Dialect/Utils/ReshapeOpsUtils.cpp
mlir/test/Dialect/Linalg/transform-lower-pack.mlir
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