mlir::python::MLIR_BINDINGS_PYTHON_DOMAIN::linalg Namespace Reference

Classes
struct	PyLinalgContractionDimensions
struct	PyLinalgConvolutionDimensions

Functions
static std::optional< PyLinalgContractionDimensions >	InferContractionDimensions (PyOperationBase &op)
static std::optional< PyLinalgConvolutionDimensions >	InferConvolutionDimensions (PyOperationBase &op)
static void	populateDialectLinalgSubmodule (nb::module_ m)

Function Documentation

InferContractionDimensions()

std::optional< PyLinalgContractionDimensions > mlir::python::MLIR_BINDINGS_PYTHON_DOMAIN::linalg::InferContractionDimensions ( PyOperationBase & op )

static

Definition at line 46 of file DialectLinalg.cpp.

References MlirLinalgContractionDimensions::batch, mlir::python::MLIR_BINDINGS_PYTHON_DOMAIN::PyOperationBase::getOperation(), MlirLinalgContractionDimensions::k, MlirLinalgContractionDimensions::m, mlirLinalgInferContractionDimensions(), and MlirLinalgContractionDimensions::n.

Referenced by populateDialectLinalgSubmodule().

InferConvolutionDimensions()

std::optional< PyLinalgConvolutionDimensions > mlir::python::MLIR_BINDINGS_PYTHON_DOMAIN::linalg::InferConvolutionDimensions ( PyOperationBase & op )

static

Definition at line 60 of file DialectLinalg.cpp.

References MlirLinalgConvolutionDimensions::batch, MlirLinalgConvolutionDimensions::depth, MlirLinalgConvolutionDimensions::dilations, MlirLinalgConvolutionDimensions::filterLoop, mlir::python::MLIR_BINDINGS_PYTHON_DOMAIN::PyOperationBase::getOperation(), MlirLinalgConvolutionDimensions::inputChannel, mlirLinalgInferConvolutionDimensions(), MlirLinalgConvolutionDimensions::outputChannel, MlirLinalgConvolutionDimensions::outputImage, and MlirLinalgConvolutionDimensions::strides.

Referenced by populateDialectLinalgSubmodule().

populateDialectLinalgSubmodule()

void mlir::python::MLIR_BINDINGS_PYTHON_DOMAIN::linalg::populateDialectLinalgSubmodule ( nb::module_ m )

static

Definition at line 79 of file DialectLinalg.cpp.

References MlirLinalgContractionDimensions::batch, MlirLinalgConvolutionDimensions::batch, MlirLinalgConvolutionDimensions::depth, MlirLinalgConvolutionDimensions::dilations, MlirLinalgConvolutionDimensions::filterLoop, mlir::python::MLIR_BINDINGS_PYTHON_DOMAIN::BaseContextObject::getContext(), mlir::python::MLIR_BINDINGS_PYTHON_DOMAIN::PyOperationBase::getOperation(), InferContractionDimensions(), InferConvolutionDimensions(), MlirLinalgConvolutionDimensions::inputChannel, MlirLinalgContractionDimensions::k, MlirLinalgContractionDimensions::m, mlirLinalgFillBuiltinNamedOpRegion(), mlirLinalgGetIndexingMapsAttribute(), mlirLinalgInferContractionDimensionsFromMaps(), mlirLinalgInferConvolutionDimensionsFromMaps(), mlirLinalgIsAContractionOp(), mlirLinalgIsAConvolutionOp(), MlirLinalgContractionDimensions::n, MlirLinalgConvolutionDimensions::outputChannel, MlirLinalgConvolutionDimensions::outputImage, and MlirLinalgConvolutionDimensions::strides.

Referenced by NB_MODULE().