mlir::tt::ttnn::TTNNLayoutAttr Class Reference

Inheritance diagram for mlir::tt::ttnn::TTNNLayoutAttr:

Public Member Functions
TTNNLayoutAttr	withGrid (::mlir::MLIRContext *context, ArrayRef< int64_t > tensorShape, GridAttr grid, ArrayRef< std::pair< std::int64_t, std::int64_t >> collapseIntervals={{0, -1}})
TTNNLayoutAttr	withGrid (::mlir::MLIRContext *context, RankedTensorType ty, GridAttr grid, ArrayRef< std::pair< std::int64_t, std::int64_t >> collapseIntervals={{0, -1}})
TTNNLayoutAttr	withElementType (::mlir::MLIRContext *context, Type elementType, ArrayRef< int64_t > tensorShape, ArrayRef< std::pair< std::int64_t, std::int64_t >> collapseIntervals={{0, -1}})
TTNNLayoutAttr	withBufferType (::mlir::MLIRContext *context, BufferType bufferType)
TTNNLayoutAttr	withMemoryLayout (::mlir::MLIRContext *context, TensorMemoryLayoutAttr memLayoutAttr)
TTNNLayoutAttr	withMemoryLayout (::mlir::MLIRContext *context, TensorMemoryLayout memLayout)
TTNNLayoutAttr	withShardShape (::mlir::MLIRContext *context, llvm::SmallVector< int64_t > shardShape)
TTNNLayoutAttr	withTensorShape (::mlir::MLIRContext *context, ArrayRef< int64_t > tensorShape)
bool	isSystemBufferType () const
bool	isDeviceBufferType () const
bool	isMeshDeviceTensor () const
bool	isTiled () const
bool	hasShardedTensorMemoryLayout () const
bool	hasShardedL1TensorMemoryLayout () const
bool	hasInterleavedL1TensorMemoryLayout () const
bool	hasInterleavedDRAMTensorMemoryLayout () const
bool	hasDRAMBufferType () const
bool	hasL1BufferType () const
Layout	getLayout () const
std::optional< TensorMemoryLayout >	getMemLayoutOpt () const
Type	getElementType () const
Type	getScalarElementType () const
uint64_t	getShardSizeInBytes () const
BufferType	getBufferType () const
DataType	getDataType () const
uint64_t	getElementSizeBytes () const
llvm::SmallVector< int64_t >	getShardShape () const
llvm::SmallVector< int64_t >	getScalarShardShape () const
AffineMap	getIdentityTileLinearMap () const
llvm::SmallVector< int64_t >	getTiledShape (ArrayRef< int64_t > logicalTensorShape) const
AffineMap	replaceMemoryMapSymbolsWithShardShape (AffineMap physicalMemoryMap) const
void	print (::mlir::AsmPrinter &odsPrinter) const
AffineMap	getLinear () const
GridAttr	getGrid () const
MemRefType	getMemref () const
TensorMemoryLayoutAttr	getMemLayout () const
TensorMeshShardingAttr	getTensorMeshSharding () const

Static Public Member Functions
static TTNNLayoutAttr	get (::mlir::MLIRContext *context, ArrayRef< int64_t > tensorShape, Type elementType, BufferType bufferType, GridAttr grid, TensorMemoryLayoutAttr memoryLayoutAttr=nullptr, TensorMeshShardingAttr tensorMeshShardingAttr=nullptr, ArrayRef< std::pair< std::int64_t, std::int64_t >> collapseIntervals={{0, -1}})
static llvm::SmallVector< int64_t >	calculateLogicalShardShapeForSharding (ArrayRef< int64_t > tensorShape, mlir::AffineMap linear, GridAttr grid)
static llvm::SmallVector< int64_t >	calculateLogicalShardShapeForL1Interleaved (ArrayRef< int64_t > tensorShape, Type elementType, mlir::AffineMap linear, GridAttr grid)
static TTNNLayoutAttr	get (::mlir::MLIRContext *context, AffineMap linear, GridAttr grid, MemRefType memref, TensorMemoryLayoutAttr mem_layout, TensorMeshShardingAttr tensor_mesh_sharding)
static TTNNLayoutAttr	getChecked (::llvm::function_ref<::mlir::InFlightDiagnostic()> emitError, ::mlir::MLIRContext *context, AffineMap linear, GridAttr grid, MemRefType memref, TensorMemoryLayoutAttr mem_layout, TensorMeshShardingAttr tensor_mesh_sharding)
::llvm::LogicalResult	verify (::llvm::function_ref<::mlir::InFlightDiagnostic()> emitError, AffineMap linear, GridAttr grid, MemRefType memref, TensorMemoryLayoutAttr mem_layout, TensorMeshShardingAttr tensor_mesh_sharding)
::llvm::LogicalResult	verifyInvariants (::llvm::function_ref<::mlir::InFlightDiagnostic()> emitError, AffineMap linear, GridAttr grid, MemRefType memref, TensorMemoryLayoutAttr mem_layout, TensorMeshShardingAttr tensor_mesh_sharding)
static constexpr ::llvm::StringLiteral	getMnemonic ()
::mlir::Attribute	parse (::mlir::AsmParser &odsParser, ::mlir::Type odsType)

Static Public Attributes
static constexpr ::llvm::StringLiteral	name = "ttnn.ttnn_layout"
static constexpr ::llvm::StringLiteral	dialectName = "ttnn"

Member Function Documentation

calculateLogicalShardShapeForL1Interleaved()

static llvm::SmallVector<int64_t> mlir::tt::ttnn::TTNNLayoutAttr::calculateLogicalShardShapeForL1Interleaved ( ArrayRef< int64_t >  tensorShape, Type  elementType, mlir::AffineMap  linear, GridAttr  grid  )

static

calculateLogicalShardShapeForSharding()

static llvm::SmallVector<int64_t> mlir::tt::ttnn::TTNNLayoutAttr::calculateLogicalShardShapeForSharding ( ArrayRef< int64_t >  tensorShape, mlir::AffineMap  linear, GridAttr  grid  )

static

get() [1/2]

TTNNLayoutAttr mlir::tt::ttnn::TTNNLayoutAttr::get ( ::mlir::MLIRContext *  context, AffineMap  linear, GridAttr  grid, MemRefType  memref, TensorMemoryLayoutAttr  mem_layout, TensorMeshShardingAttr  tensor_mesh_sharding  )

static

get() [2/2]

static TTNNLayoutAttr mlir::tt::ttnn::TTNNLayoutAttr::get ( ::mlir::MLIRContext *  context, ArrayRef< int64_t >  tensorShape, Type  elementType, BufferType  bufferType, GridAttr  grid, TensorMemoryLayoutAttr  memoryLayoutAttr = nullptr, TensorMeshShardingAttr  tensorMeshShardingAttr = nullptr, ArrayRef< std::pair< std::int64_t, std::int64_t >>  collapseIntervals = {{0, -1}}  )

static

getBufferType()

BufferType mlir::tt::ttnn::TTNNLayoutAttr::getBufferType

(

)

const

getChecked()

TTNNLayoutAttr mlir::tt::ttnn::TTNNLayoutAttr::getChecked ( ::llvm::function_ref<::mlir::InFlightDiagnostic()>  emitError, ::mlir::MLIRContext *  context, AffineMap  linear, GridAttr  grid, MemRefType  memref, TensorMemoryLayoutAttr  mem_layout, TensorMeshShardingAttr  tensor_mesh_sharding  )

static

getDataType()

DataType mlir::tt::ttnn::TTNNLayoutAttr::getDataType

(

)

const

getElementSizeBytes()

uint64_t mlir::tt::ttnn::TTNNLayoutAttr::getElementSizeBytes

(

)

const

getElementType()

Type mlir::tt::ttnn::TTNNLayoutAttr::getElementType

(

)

const

getGrid()

GridAttr mlir::tt::ttnn::TTNNLayoutAttr::getGrid

(

)

const

getIdentityTileLinearMap()

AffineMap mlir::tt::ttnn::TTNNLayoutAttr::getIdentityTileLinearMap

(

)

const

getLayout()

Layout mlir::tt::ttnn::TTNNLayoutAttr::getLayout

(

)

const

getLinear()

AffineMap mlir::tt::ttnn::TTNNLayoutAttr::getLinear

(

)

const

getMemLayout()

TensorMemoryLayoutAttr mlir::tt::ttnn::TTNNLayoutAttr::getMemLayout

(

)

const

getMemLayoutOpt()

std::optional<TensorMemoryLayout> mlir::tt::ttnn::TTNNLayoutAttr::getMemLayoutOpt

(

)

const

getMemref()

MemRefType mlir::tt::ttnn::TTNNLayoutAttr::getMemref

(

)

const

getMnemonic()

static constexpr ::llvm::StringLiteral mlir::tt::ttnn::TTNNLayoutAttr::getMnemonic ( )

inlinestatic

getScalarElementType()

Type mlir::tt::ttnn::TTNNLayoutAttr::getScalarElementType

(

)

const

getScalarShardShape()

llvm::SmallVector<int64_t> mlir::tt::ttnn::TTNNLayoutAttr::getScalarShardShape

(

)

const

getShardShape()

llvm::SmallVector<int64_t> mlir::tt::ttnn::TTNNLayoutAttr::getShardShape

(

)

const

getShardSizeInBytes()

uint64_t mlir::tt::ttnn::TTNNLayoutAttr::getShardSizeInBytes

(

)

const

getTensorMeshSharding()

TensorMeshShardingAttr mlir::tt::ttnn::TTNNLayoutAttr::getTensorMeshSharding

(

)

const

getTiledShape()

llvm::SmallVector<int64_t> mlir::tt::ttnn::TTNNLayoutAttr::getTiledShape

(

ArrayRef< int64_t >

logicalTensorShape

)

const

hasDRAMBufferType()

bool mlir::tt::ttnn::TTNNLayoutAttr::hasDRAMBufferType

(

)

const

hasInterleavedDRAMTensorMemoryLayout()

bool mlir::tt::ttnn::TTNNLayoutAttr::hasInterleavedDRAMTensorMemoryLayout

(

)

const

hasInterleavedL1TensorMemoryLayout()

bool mlir::tt::ttnn::TTNNLayoutAttr::hasInterleavedL1TensorMemoryLayout

(

)

const

hasL1BufferType()

bool mlir::tt::ttnn::TTNNLayoutAttr::hasL1BufferType

(

)

const

hasShardedL1TensorMemoryLayout()

bool mlir::tt::ttnn::TTNNLayoutAttr::hasShardedL1TensorMemoryLayout

(

)

const

hasShardedTensorMemoryLayout()

bool mlir::tt::ttnn::TTNNLayoutAttr::hasShardedTensorMemoryLayout

(

)

const

isDeviceBufferType()

bool mlir::tt::ttnn::TTNNLayoutAttr::isDeviceBufferType ( ) const

inline

isMeshDeviceTensor()

bool mlir::tt::ttnn::TTNNLayoutAttr::isMeshDeviceTensor ( ) const

inline

isSystemBufferType()

bool mlir::tt::ttnn::TTNNLayoutAttr::isSystemBufferType ( ) const

inline

isTiled()

bool mlir::tt::ttnn::TTNNLayoutAttr::isTiled

(

)

const

parse()

mlir::Attribute mlir::tt::ttnn::TTNNLayoutAttr::parse ( ::mlir::AsmParser &  odsParser, ::mlir::Type  odsType  )

static

print()

void mlir::tt::ttnn::TTNNLayoutAttr::print

(

::mlir::AsmPrinter &

odsPrinter

)

const

replaceMemoryMapSymbolsWithShardShape()

AffineMap mlir::tt::ttnn::TTNNLayoutAttr::replaceMemoryMapSymbolsWithShardShape

(

AffineMap

physicalMemoryMap

)

const

verify()

::llvm::LogicalResult mlir::tt::ttnn::TTNNLayoutAttr::verify ( ::llvm::function_ref<::mlir::InFlightDiagnostic()>  emitError, AffineMap  linear, GridAttr  grid, MemRefType  memref, TensorMemoryLayoutAttr  mem_layout, TensorMeshShardingAttr  tensor_mesh_sharding  )

static

verifyInvariants()

llvm::LogicalResult mlir::tt::ttnn::TTNNLayoutAttr::verifyInvariants ( ::llvm::function_ref<::mlir::InFlightDiagnostic()>  emitError, AffineMap  linear, GridAttr  grid, MemRefType  memref, TensorMemoryLayoutAttr  mem_layout, TensorMeshShardingAttr  tensor_mesh_sharding  )

static

withBufferType()

TTNNLayoutAttr mlir::tt::ttnn::TTNNLayoutAttr::withBufferType	(	::mlir::MLIRContext *	context,
		BufferType	bufferType
	)

withElementType()

TTNNLayoutAttr mlir::tt::ttnn::TTNNLayoutAttr::withElementType	(	::mlir::MLIRContext *	context,
		Type	elementType,
		ArrayRef< int64_t >	tensorShape,
		ArrayRef< std::pair< std::int64_t, std::int64_t >>	collapseIntervals = {{0, -1}}
	)

withGrid() [1/2]

TTNNLayoutAttr mlir::tt::ttnn::TTNNLayoutAttr::withGrid	(	::mlir::MLIRContext *	context,
		ArrayRef< int64_t >	tensorShape,
		GridAttr	grid,
		ArrayRef< std::pair< std::int64_t, std::int64_t >>	collapseIntervals = {{0, -1}}
	)

withGrid() [2/2]

TTNNLayoutAttr mlir::tt::ttnn::TTNNLayoutAttr::withGrid	(	::mlir::MLIRContext *	context,
		RankedTensorType	ty,
		GridAttr	grid,
		ArrayRef< std::pair< std::int64_t, std::int64_t >>	collapseIntervals = {{0, -1}}
	)

withMemoryLayout() [1/2]

TTNNLayoutAttr mlir::tt::ttnn::TTNNLayoutAttr::withMemoryLayout	(	::mlir::MLIRContext *	context,
		TensorMemoryLayout	memLayout
	)

withMemoryLayout() [2/2]

TTNNLayoutAttr mlir::tt::ttnn::TTNNLayoutAttr::withMemoryLayout	(	::mlir::MLIRContext *	context,
		TensorMemoryLayoutAttr	memLayoutAttr
	)

withShardShape()

TTNNLayoutAttr mlir::tt::ttnn::TTNNLayoutAttr::withShardShape	(	::mlir::MLIRContext *	context,
		llvm::SmallVector< int64_t >	shardShape
	)

withTensorShape()

TTNNLayoutAttr mlir::tt::ttnn::TTNNLayoutAttr::withTensorShape	(	::mlir::MLIRContext *	context,
		ArrayRef< int64_t >	tensorShape
	)

Member Data Documentation

dialectName

constexpr ::llvm::StringLiteral mlir::tt::ttnn::TTNNLayoutAttr::dialectName = "ttnn"

static

name

constexpr ::llvm::StringLiteral mlir::tt::ttnn::TTNNLayoutAttr::name = "ttnn.ttnn_layout"

static

---

The documentation for this class was generated from the following files:

• /__w/tt-mlir/tt-mlir/build/include/ttmlir/Dialect/TTNN/IR/TTNNOpsAttrDefs.h.inc
• /__w/tt-mlir/tt-mlir/build/include/ttmlir/Dialect/TTNN/IR/TTNNOpsAttrDefs.cpp.inc