mlir::xegpu::UnrollOptions Struct Reference

Options to control the XeGPU unrolling. More...

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

Public Types
using	FilterConstraintFnType = std::function<LogicalResult(Operation *op)>
	Callback function that indicates whether vector unrolling should be attempted on the operation.
using	NativeShapeFnType
	Function that computes the target shape for unrolling.
using	UnrolledTypeFnType
	Function that converts a ShapedType (TensorDescType or VectorType) into the unrolled type based on the tileShape.

Public Member Functions
UnrollOptions &	setFilterConstraint (FilterConstraintFnType constraint)
UnrollOptions &	setNativeShapeFn (NativeShapeFnType fn)
UnrollOptions &	setUnrolledTypesFn (UnrolledTypeFnType fn)

Public Attributes
FilterConstraintFnType	filterConstraint = nullptr
NativeShapeFnType	nativeShape = nullptr
UnrolledTypeFnType	getUnrolledTypes = nullptr

Detailed Description

Options to control the XeGPU unrolling.

Its main purpose is to provide a way to customize the native shape of the operation.

Definition at line 29 of file Transforms.h.

Member Typedef Documentation

FilterConstraintFnType

using mlir::xegpu::UnrollOptions::FilterConstraintFnType = std::function<LogicalResult(Operation *op)>

Callback function that indicates whether vector unrolling should be attempted on the operation.

Definition at line 32 of file Transforms.h.

NativeShapeFnType

using mlir::xegpu::UnrollOptions::NativeShapeFnType

Initial value:

 
      std::function<std::optional<SmallVector<int64_t>>(Operation *op)>

Function that computes the target shape for unrolling.

It returns an optional vector of integers representing the shape. If it returns std::nullopt, unrolling is aborted for the given operation.

Definition at line 42 of file Transforms.h.

UnrolledTypeFnType

using mlir::xegpu::UnrollOptions::UnrolledTypeFnType

Initial value:

 std::function<SmallVector<Type>(
      ShapedType type, ArrayRef<int64_t> tileShape, bool returnSingleType)>

Function that converts a ShapedType (TensorDescType or VectorType) into the unrolled type based on the tileShape.

It returns a vector of types representing the unrolled types for simplicity. When returnSingleType is true, it returns a vector containing only one single unrolled type.

Definition at line 55 of file Transforms.h.

Member Function Documentation

setFilterConstraint()

UnrollOptions & mlir::xegpu::UnrollOptions::setFilterConstraint ( FilterConstraintFnType constraint )

inline

Definition at line 34 of file Transforms.h.

References filterConstraint.

setNativeShapeFn()

UnrollOptions & mlir::xegpu::UnrollOptions::setNativeShapeFn ( NativeShapeFnType fn )

inline

Definition at line 45 of file Transforms.h.

References nativeShape.

setUnrolledTypesFn()

UnrollOptions & mlir::xegpu::UnrollOptions::setUnrolledTypesFn ( UnrolledTypeFnType fn )

inline

Definition at line 58 of file Transforms.h.

References getUnrolledTypes.

Member Data Documentation

filterConstraint

FilterConstraintFnType mlir::xegpu::UnrollOptions::filterConstraint = nullptr

Definition at line 33 of file Transforms.h.

Referenced by setFilterConstraint().

getUnrolledTypes

UnrolledTypeFnType mlir::xegpu::UnrollOptions::getUnrolledTypes = nullptr

Definition at line 57 of file Transforms.h.

Referenced by setUnrolledTypesFn().

nativeShape

NativeShapeFnType mlir::xegpu::UnrollOptions::nativeShape = nullptr

Definition at line 44 of file Transforms.h.

Referenced by setNativeShapeFn().

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

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