MeshOps.cpp File Reference

#include "mlir/Dialect/Mesh/IR/MeshOps.h"
#include "mlir/Dialect/Arith/IR/Arith.h"
#include "mlir/Dialect/Mesh/IR/MeshDialect.h"
#include "mlir/Dialect/Utils/StaticValueUtils.h"
#include "mlir/IR/Attributes.h"
#include "mlir/IR/BuiltinAttributes.h"
#include "mlir/IR/BuiltinTypeInterfaces.h"
#include "mlir/IR/BuiltinTypes.h"
#include "mlir/IR/Diagnostics.h"
#include "mlir/IR/DialectImplementation.h"
#include "mlir/IR/IRMapping.h"
#include "mlir/IR/Location.h"
#include "mlir/IR/PatternMatch.h"
#include "mlir/IR/TypeUtilities.h"
#include "mlir/IR/Value.h"
#include "mlir/Interfaces/ViewLikeInterface.h"
#include "mlir/Support/LLVM.h"
#include "mlir/Transforms/InliningUtils.h"
#include "llvm/ADT/ArrayRef.h"
#include "llvm/ADT/STLExtras.h"
#include "llvm/ADT/SmallSet.h"
#include "llvm/ADT/SmallVector.h"
#include "llvm/ADT/TypeSwitch.h"
#include "llvm/Support/Casting.h"
#include <algorithm>
#include <functional>
#include <iterator>
#include <numeric>
#include <optional>
#include <utility>
#include "mlir/Dialect/Mesh/IR/MeshDialect.cpp.inc"
#include "mlir/Dialect/Mesh/IR/MeshOps.cpp.inc"
#include "mlir/Dialect/Mesh/IR/MeshAttributes.cpp.inc"
#include "mlir/Dialect/Mesh/IR/MeshTypes.cpp.inc"
#include "mlir/Dialect/Mesh/IR/MeshEnums.cpp.inc"

Go to the source code of this file.

Macros
#define	DEBUG_TYPE   "mesh-ops"
#define	DBGS()   (llvm::dbgs() << "[" DEBUG_TYPE << "]: ")
#define	GET_OP_LIST
#define	GET_ATTRDEF_LIST
#define	GET_TYPEDEF_LIST
#define	GET_OP_CLASSES
#define	GET_ATTRDEF_CLASSES
#define	GET_TYPEDEF_CLASSES

Functions
static DimensionSize	operator/ (DimensionSize lhs, DimensionSize rhs)
static DimensionSize	operator* (DimensionSize lhs, DimensionSize rhs)
static FailureOr< MeshOp >	getMeshAndVerify (Operation *op, FlatSymbolRefAttr meshSymbol, SymbolTableCollection &symbolTable)
template<typename It >
bool	isUnique (It begin, It end)
static LogicalResult	verifyMeshAxes (Location loc, ArrayRef< MeshAxis > axes, MeshOp mesh)
template<typename Op >
static FailureOr< MeshOp >	getMeshAndVerifyAxes (Op op, SymbolTableCollection &symbolTable)
template<typename InShape , typename MeshShape , typename SplitAxes , typename OutShape >
static void	shardShape (const InShape &inShape, const MeshShape &meshShape, const SplitAxes &splitAxes, OutShape &outShape, ArrayRef< int64_t > shardedDimsOffsets={}, ArrayRef< int64_t > haloSizes={})
static LogicalResult	verifyInGroupDevice (Location loc, StringRef deviceName, ArrayRef< int64_t > device, Operation::operand_range deviceDynamic, ArrayRef< MeshAxis > meshAxes, ArrayRef< int64_t > meshShape)
template<typename It >
static auto	product (It begin, It end)
template<typename R >
static auto	product (R &&range)
static LogicalResult	verifyDimensionCompatibility (Location loc, int64_t expectedDimSize, int64_t resultDimSize, int64_t resultAxis)
static LogicalResult	verifyGatherOperandAndResultShape (Value operand, Value result, int64_t gatherAxis, ArrayRef< MeshAxis > meshAxes, ArrayRef< int64_t > meshShape)
static LogicalResult	verifyAllToAllOperandAndResultShape (Value operand, Value result, int64_t splitAxis, int64_t concatAxis, ArrayRef< MeshAxis > meshAxes, ArrayRef< int64_t > meshShape)
static LogicalResult	verifyScatterOrSliceOperandAndResultShape (Value operand, Value result, int64_t tensorAxis, ArrayRef< MeshAxis > meshAxes, ArrayRef< int64_t > meshShape)
static RankedTensorType	sliceResultType (Type operandType, MeshOp mesh, ArrayRef< MeshAxis > meshAxes, int64_t sliceAxis)

Macro Definition Documentation

DBGS

#define DBGS

(

)

(llvm::dbgs() << "[" DEBUG_TYPE << "]: ")

Definition at line 42 of file MeshOps.cpp.

DEBUG_TYPE

#define DEBUG_TYPE   "mesh-ops"

Definition at line 41 of file MeshOps.cpp.

GET_ATTRDEF_CLASSES

#define GET_ATTRDEF_CLASSES

Definition at line 1433 of file MeshOps.cpp.

GET_ATTRDEF_LIST

#define GET_ATTRDEF_LIST

GET_OP_CLASSES

#define GET_OP_CLASSES

Definition at line 1430 of file MeshOps.cpp.

GET_OP_LIST

#define GET_OP_LIST

GET_TYPEDEF_CLASSES

#define GET_TYPEDEF_CLASSES

Definition at line 1436 of file MeshOps.cpp.

GET_TYPEDEF_LIST

#define GET_TYPEDEF_LIST

Function Documentation

getMeshAndVerify()

static FailureOr<MeshOp> getMeshAndVerify ( Operation *  op, FlatSymbolRefAttr  meshSymbol, SymbolTableCollection &  symbolTable  )

static

Definition at line 127 of file MeshOps.cpp.

References mlir::Operation::emitError(), mlir::mesh::getMeshOrNull(), and mlir::FlatSymbolRefAttr::getValue().

Referenced by getMeshAndVerifyAxes().

getMeshAndVerifyAxes()

template<typename Op >

static FailureOr<MeshOp> getMeshAndVerifyAxes ( Op  op, SymbolTableCollection &  symbolTable  )

static

Definition at line 179 of file MeshOps.cpp.

References mlir::OpState::getLoc(), getMeshAndVerify(), mlir::Op< ConcreteType, Traits >::getOperation(), and verifyMeshAxes().

isUnique()

template<typename It >

bool isUnique	(	It	begin,
		It	end
	)

Definition at line 140 of file MeshOps.cpp.

Referenced by mlir::sparse_tensor::SparseTensorType::isCOOType(), and verifyMeshAxes().

operator*()

static DimensionSize operator* ( DimensionSize  lhs, DimensionSize  rhs  )

static

Definition at line 71 of file MeshOps.cpp.

operator/()

static DimensionSize operator/ ( DimensionSize  lhs, DimensionSize  rhs  )

static

Definition at line 64 of file MeshOps.cpp.

product() [1/2]

template<typename It >

static auto product ( It  begin, It  end  )

static

Definition at line 913 of file MeshOps.cpp.

Referenced by product().

product() [2/2]

template<typename R >

static auto product ( R &&  range )

static

Definition at line 920 of file MeshOps.cpp.

References product().

shardShape()

template<typename InShape , typename MeshShape , typename SplitAxes , typename OutShape >

static void shardShape ( const InShape &  inShape, const MeshShape &  meshShape, const SplitAxes &  splitAxes, OutShape &  outShape, ArrayRef< int64_t >  shardedDimsOffsets = {}, ArrayRef< int64_t >  haloSizes = {}  )

static

Definition at line 193 of file MeshOps.cpp.

Referenced by mlir::mesh::shardShapedType().

sliceResultType()

static RankedTensorType sliceResultType ( Type  operandType, MeshOp  mesh, ArrayRef< MeshAxis >  meshAxes, int64_t  sliceAxis  )

static

Definition at line 1051 of file MeshOps.cpp.

References mlir::mesh::collectiveProcessGroupSize().

verifyAllToAllOperandAndResultShape()

static LogicalResult verifyAllToAllOperandAndResultShape ( Value  operand, Value  result, int64_t  splitAxis, int64_t  concatAxis, ArrayRef< MeshAxis >  meshAxes, ArrayRef< int64_t >  meshShape  )

static

Definition at line 968 of file MeshOps.cpp.

References mlir::mesh::collectiveProcessGroupSize(), mlir::Value::getLoc(), mlir::Value::getType(), and verifyDimensionCompatibility().

verifyDimensionCompatibility()

static LogicalResult verifyDimensionCompatibility ( Location  loc, int64_t  expectedDimSize, int64_t  resultDimSize, int64_t  resultAxis  )

static

Definition at line 924 of file MeshOps.cpp.

References mlir::emitError().

Referenced by verifyAllToAllOperandAndResultShape(), verifyGatherOperandAndResultShape(), and verifyScatterOrSliceOperandAndResultShape().

verifyGatherOperandAndResultShape()

static LogicalResult verifyGatherOperandAndResultShape ( Value  operand, Value  result, int64_t  gatherAxis, ArrayRef< MeshAxis >  meshAxes, ArrayRef< int64_t >  meshShape  )

static

Definition at line 941 of file MeshOps.cpp.

References mlir::mesh::collectiveProcessGroupSize(), mlir::emitError(), mlir::Value::getLoc(), mlir::Value::getType(), and verifyDimensionCompatibility().

verifyInGroupDevice()

static LogicalResult verifyInGroupDevice ( Location  loc, StringRef  deviceName, ArrayRef< int64_t >  device, Operation::operand_range  deviceDynamic, ArrayRef< MeshAxis >  meshAxes, ArrayRef< int64_t >  meshShape  )

static

Definition at line 886 of file MeshOps.cpp.

References mlir::emitError().

verifyMeshAxes()

static LogicalResult verifyMeshAxes ( Location  loc, ArrayRef< MeshAxis >  axes, MeshOp  mesh  )

static

Definition at line 156 of file MeshOps.cpp.

References mlir::emitError(), and isUnique().

Referenced by getMeshAndVerifyAxes().

verifyScatterOrSliceOperandAndResultShape()

static LogicalResult verifyScatterOrSliceOperandAndResultShape ( Value  operand, Value  result, int64_t  tensorAxis, ArrayRef< MeshAxis >  meshAxes, ArrayRef< int64_t >  meshShape  )

static

Definition at line 1013 of file MeshOps.cpp.

References mlir::mesh::collectiveProcessGroupSize(), mlir::emitError(), mlir::Value::getLoc(), mlir::Value::getType(), and verifyDimensionCompatibility().