Rewrite a tensor::PadOp into a sequence of EmptyOp, FillOp and InsertSliceOp. More...
#include "mlir/Dialect/Linalg/Transforms/Transforms.h"
Inheritance diagram for mlir::linalg::GeneralizePadOpPattern:
Public Member Functions | |
| GeneralizePadOpPattern (MLIRContext *context, OptimizeCopyFn optimizeCopyFn=nullptr, PatternBenefit benefit=1) | |
| LogicalResult | matchAndRewrite (tensor::PadOp padOp, PatternRewriter &rewriter) const override |
| Public Member Functions inherited from mlir::OpRewritePattern< tensor::PadOp > | |
| OpRewritePattern (MLIRContext *context, PatternBenefit benefit=1, ArrayRef< StringRef > generatedNames={}) | |
| Patterns must specify the root operation name they match against, and can also specify the benefit of the pattern matching and a list of generated ops. More... | |
| Public Member Functions inherited from mlir::detail::OpOrInterfaceRewritePatternBase< SourceOp > | |
| void | rewrite (Operation *op, PatternRewriter &rewriter) const final |
| Wrappers around the RewritePattern methods that pass the derived op type. More... | |
| LogicalResult | match (Operation *op) const final |
| Attempt to match against code rooted at the specified operation, which is the same operation code as getRootKind(). More... | |
| LogicalResult | matchAndRewrite (Operation *op, PatternRewriter &rewriter) const final |
| Attempt to match against code rooted at the specified operation, which is the same operation code as getRootKind(). More... | |
| virtual void | rewrite (SourceOp op, PatternRewriter &rewriter) const |
| Rewrite and Match methods that operate on the SourceOp type. More... | |
| virtual LogicalResult | match (SourceOp op) const |
| virtual LogicalResult | matchAndRewrite (SourceOp op, PatternRewriter &rewriter) const |
| Public Member Functions inherited from mlir::RewritePattern | |
| virtual | ~RewritePattern ()=default |
| Public Member Functions inherited from mlir::Pattern | |
| ArrayRef< OperationName > | getGeneratedOps () const |
| Return a list of operations that may be generated when rewriting an operation instance with this pattern. More... | |
| std::optional< OperationName > | getRootKind () const |
| Return the root node that this pattern matches. More... | |
| std::optional< TypeID > | getRootInterfaceID () const |
| Return the interface ID used to match the root operation of this pattern. More... | |
| std::optional< TypeID > | getRootTraitID () const |
| Return the trait ID used to match the root operation of this pattern. More... | |
| PatternBenefit | getBenefit () const |
| Return the benefit (the inverse of "cost") of matching this pattern. More... | |
| bool | hasBoundedRewriteRecursion () const |
| Returns true if this pattern is known to result in recursive application, i.e. More... | |
| MLIRContext * | getContext () const |
| Return the MLIRContext used to create this pattern. More... | |
| StringRef | getDebugName () const |
| Return a readable name for this pattern. More... | |
| void | setDebugName (StringRef name) |
| Set the human readable debug name used for this pattern. More... | |
| ArrayRef< StringRef > | getDebugLabels () const |
| Return the set of debug labels attached to this pattern. More... | |
| void | addDebugLabels (ArrayRef< StringRef > labels) |
| Add the provided debug labels to this pattern. More... | |
| void | addDebugLabels (StringRef label) |
Protected Member Functions | |
| Value | createFillOrGenerateOp (RewriterBase &rewriter, tensor::PadOp padOp, Value dest, const SmallVector< Value > &dynSizes) const |
Filling dest using FillOp constant padding value if possible. More... | |
| Protected Member Functions inherited from mlir::RewritePattern | |
| Pattern (StringRef rootName, PatternBenefit benefit, MLIRContext *context, ArrayRef< StringRef > generatedNames={}) | |
Inherit the base constructors from Pattern. More... | |
| Pattern (MatchAnyOpTypeTag tag, PatternBenefit benefit, MLIRContext *context, ArrayRef< StringRef > generatedNames={}) | |
Inherit the base constructors from Pattern. More... | |
| Pattern (MatchInterfaceOpTypeTag tag, TypeID interfaceID, PatternBenefit benefit, MLIRContext *context, ArrayRef< StringRef > generatedNames={}) | |
Inherit the base constructors from Pattern. More... | |
| Pattern (MatchTraitOpTypeTag tag, TypeID traitID, PatternBenefit benefit, MLIRContext *context, ArrayRef< StringRef > generatedNames={}) | |
Inherit the base constructors from Pattern. More... | |
| Protected Member Functions inherited from mlir::Pattern | |
| Pattern (StringRef rootName, PatternBenefit benefit, MLIRContext *context, ArrayRef< StringRef > generatedNames={}) | |
| Construct a pattern with a certain benefit that matches the operation with the given root name. More... | |
| Pattern (MatchAnyOpTypeTag tag, PatternBenefit benefit, MLIRContext *context, ArrayRef< StringRef > generatedNames={}) | |
| Construct a pattern that may match any operation type. More... | |
| Pattern (MatchInterfaceOpTypeTag tag, TypeID interfaceID, PatternBenefit benefit, MLIRContext *context, ArrayRef< StringRef > generatedNames={}) | |
Construct a pattern that may match any operation that implements the interface defined by the provided interfaceID. More... | |
| Pattern (MatchTraitOpTypeTag tag, TypeID traitID, PatternBenefit benefit, MLIRContext *context, ArrayRef< StringRef > generatedNames={}) | |
Construct a pattern that may match any operation that implements the trait defined by the provided traitID. More... | |
| void | setHasBoundedRewriteRecursion (bool hasBoundedRecursionArg=true) |
| Set the flag detailing if this pattern has bounded rewrite recursion or not. More... | |
Protected Attributes | |
| OptimizeCopyFn | optimizeCopyFn |
Additional Inherited Members | |
| Static Public Member Functions inherited from mlir::RewritePattern | |
| template<typename T , typename... Args> | |
| static std::unique_ptr< T > | create (Args &&...args) |
This method provides a convenient interface for creating and initializing derived rewrite patterns of the given type T. More... | |
Detailed Description
Rewrite a tensor::PadOp into a sequence of EmptyOp, FillOp and InsertSliceOp.
For now, only constant padding values are supported. OptimizeCopyFn can be used to customize copying step optimization.
Definition at line 1352 of file Transforms.h.
Constructor & Destructor Documentation
◆ GeneralizePadOpPattern()
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inline |
Definition at line 1353 of file Transforms.h.
Member Function Documentation
◆ createFillOrGenerateOp()
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protected |
Filling dest using FillOp constant padding value if possible.
Otherwise, generate a tensor::GenerateOp.
Definition at line 935 of file Transforms.cpp.
References mlir::OpBuilder::create().
Referenced by matchAndRewrite().
◆ matchAndRewrite()
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override |
Definition at line 952 of file Transforms.cpp.
References mlir::OpBuilder::create(), createFillOrGenerateOp(), mlir::OpBuilder::createOrFold(), mlir::Builder::getIndexAttr(), mlir::tensor::getMixedSize(), mlir::tensor::getMixedSizes(), optimizeCopyFn, mlir::RewriterBase::replaceOpWithNewOp(), mlir::succeeded(), and mlir::success().
Member Data Documentation
◆ optimizeCopyFn
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protected |
Definition at line 1362 of file Transforms.h.
Referenced by matchAndRewrite().
The documentation for this struct was generated from the following files:
- include/mlir/Dialect/Linalg/Transforms/Transforms.h
- lib/Dialect/Linalg/Transforms/Transforms.cpp
