Transforms.h File Reference

#include "mlir/Dialect/Tensor/IR/Tensor.h"
#include "mlir/IR/PatternMatch.h"

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Namespaces
	mlir
	Include the generated interface declarations.
	mlir::tensor

Functions
FailureOr< TilingResult >	mlir::tensor::replaceExtractSliceWithTiledProducer (OpBuilder &builder, tensor::ExtractSliceOp sliceOp, OpResult producerOp)
	Pattern to swap an tensor.extract_slice with its producer when the producer implements the TilingInterface. More...
void	mlir::tensor::populateFoldTensorSubsetOpPatterns (RewritePatternSet &patterns)
	Appends patterns for folding tensor subset ops into consumer load/store ops into patterns. More...
void	mlir::tensor::populateFoldTensorSubsetIntoVectorTransferPatterns (RewritePatternSet &patterns)
	Appends patterns for folding tensor subset ops into vector transfer ops. More...
void	mlir::tensor::populateMergeConsecutiveInsertExtractSlicePatterns (RewritePatternSet &patterns)
	Collects patterns to merge consecutive tensor.insert_slice/extract_slice into one. More...
void	mlir::tensor::populateDropRedundantInsertSliceRankExpansionPatterns (RewritePatternSet &patterns)
	Populates patterns with patterns that drop redundant tensor.insert_slice rank expansions. More...
void	mlir::tensor::populateReassociativeReshapeFoldingPatterns (RewritePatternSet &patterns)
	Populates patterns with patterns that fold tensor.expand_shape and tensor.collapse_shape into other ops. More...
void	mlir::tensor::populateFoldTensorEmptyPatterns (RewritePatternSet &patterns, bool foldSingleUseOnly=false)
	Populates patterns with patterns that fold tensor.empty with tensor. More...
void	mlir::tensor::populateDecomposeTensorConcatPatterns (RewritePatternSet &patterns)
	Populates patterns with patterns that decompose tensor.concat into tensor.empty of a tensor of the concatenated size, followed by a chain of tensor.insert_slice operations on the inputs. More...
void	mlir::tensor::populateSimplifyPackAndUnpackPatterns (RewritePatternSet &patterns)
	Populates patterns with patterns that simplify tensor.pack and tensor.unpack operations. More...
void	mlir::tensor::populateFoldIntoPackAndUnpackPatterns (RewritePatternSet &patterns)
	Populates patterns with patterns that fold operations like tensor.pad and tensor.extract_slice into tensor.pack and tensor.unpack operations respectively. More...
void	mlir::tensor::populateRewriteAsConstantPatterns (RewritePatternSet &patterns)
	Populates patterns with patterns that replace tensor ops (such as tensor.generate) with constants when possible. More...
FailureOr< Value >	mlir::tensor::buildIndependentOp (OpBuilder &b, tensor::PadOp padOp, ValueRange independencies)
	Build a new tensor::PadOp with low/high padding that is independent of all given independencies. More...
FailureOr< Value >	mlir::tensor::buildIndependentOp (OpBuilder &b, tensor::EmptyOp emptyOp, ValueRange independencies)
	Build a new tensor::EmptyOp who's dynamic sizes are independent of all given independencies. More...