mlir::linalg::ControlDropUnitDims Struct Reference

Transformation to drop unit-extent dimensions from linalg.generic operations. More...

#include "mlir/Dialect/Linalg/Transforms/Transforms.h"

Public Types
enum class	RankReductionStrategy { ReassociativeReshape , ExtractInsertSlice }
using	ControlFnTy = std::function<SmallVector<unsigned>(Operation *)>

Public Attributes
RankReductionStrategy	rankReductionStrategy
ControlFnTy	controlFn

Detailed Description

Transformation to drop unit-extent dimensions from linalg.generic operations.

Definition at line 521 of file Transforms.h.

Member Typedef Documentation

ControlFnTy

using mlir::linalg::ControlDropUnitDims::ControlFnTy = std::function<SmallVector<unsigned>(Operation *)>

Definition at line 527 of file Transforms.h.

Member Enumeration Documentation

RankReductionStrategy

enum class mlir::linalg::ControlDropUnitDims::RankReductionStrategy

strong

Enumerator
ReassociativeReshape
ExtractInsertSlice

Definition at line 522 of file Transforms.h.

Member Data Documentation

controlFn

ControlFnTy mlir::linalg::ControlDropUnitDims::controlFn

Initial value:

= [](Operation *op) {
    if (auto genericOp = dyn_cast_or_null<GenericOp>(op)) {
      return llvm::to_vector(llvm::seq<unsigned>(0, genericOp.getNumLoops()));
    }
    if (auto padOp = dyn_cast_or_null<tensor::PadOp>(op)) {
      return llvm::to_vector(
          llvm::seq<unsigned>(0, padOp.getSourceType().getRank()));
    }
    return SmallVector<unsigned>{};
  }

Definition at line 528 of file Transforms.h.

rankReductionStrategy

RankReductionStrategy mlir::linalg::ControlDropUnitDims::rankReductionStrategy

Initial value:

=
      RankReductionStrategy::ReassociativeReshape

Definition at line 524 of file Transforms.h.

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The documentation for this struct was generated from the following file:

• include/mlir/Dialect/Linalg/Transforms/Transforms.h