Classes
struct	GemmArguments
	Arguments for GEMM. More...

struct	GemmArrayArguments
	Arguments for GEMM - used by all the GEMM operations. More...

struct	GemmArrayConfiguration
	Configuration for batched GEMM in which multiple matrix products are computed. More...

struct	GemmBatchedConfiguration
	Configuration for batched GEMM in which multiple matrix products are computed. More...

struct	GemmConfiguration
	Configuration for basic GEMM operations. More...

struct	GemmDescription
	Description of all GEMM computations. More...

struct	GemmPlanarComplexBatchedConfiguration
	Batched complex valued GEMM in which real and imaginary parts are separated by a stride. More...

struct	GemmPlanarComplexConfiguration
	Complex valued GEMM in which real and imaginary parts are separated by a stride. More...

class	Manifest
	Manifest of CUTLASS Library. More...

struct	MathInstructionDescription

class	Operation
	Base class for all device-wide operations. More...

struct	OperationDescription
	High-level description of an operation. More...

struct	TensorDescription
	Structure describing the properties of a tensor. More...

struct	TileDescription
	Structure describing the tiled structure of a GEMM-like computation. More...

Typedefs
using	GemmBatchedArguments = GemmArguments
	Arguments to batched GEMM. More...

using	GemmPlanarComplexArgments = GemmArguments

using	GemmPlanarComplexBatchedArguments = GemmArguments

using	OperationVector = std::vector< std::unique_ptr< Operation >>
	List of operations. More...

Enumerations
enum	LayoutTypeID { LayoutTypeID::kUnknown, LayoutTypeID::kColumnMajor, LayoutTypeID::kRowMajor, LayoutTypeID::kColumnMajorInterleavedK4, LayoutTypeID::kRowMajorInterleavedK4, LayoutTypeID::kColumnMajorInterleavedK16, LayoutTypeID::kRowMajorInterleavedK16, LayoutTypeID::kTensorNCHW, LayoutTypeID::kTensorNHWC, LayoutTypeID::kInvalid }
	Layout type identifier. More...

enum	NumericTypeID { NumericTypeID::kUnknown, NumericTypeID::kVoid, NumericTypeID::kB1, NumericTypeID::kU4, NumericTypeID::kU8, NumericTypeID::kU16, NumericTypeID::kU32, NumericTypeID::kU64, NumericTypeID::kS4, NumericTypeID::kS8, NumericTypeID::kS16, NumericTypeID::kS32, NumericTypeID::kS64, NumericTypeID::kF16, NumericTypeID::kF32, NumericTypeID::kF64, NumericTypeID::kCF16, NumericTypeID::kCF32, NumericTypeID::kCF64, NumericTypeID::kCS4, NumericTypeID::kCS8, NumericTypeID::kCS16, NumericTypeID::kCS32, NumericTypeID::kCS64, NumericTypeID::kCU4, NumericTypeID::kCU8, NumericTypeID::kCU16, NumericTypeID::kCU32, NumericTypeID::kCU64, NumericTypeID::kInvalid }
	Numeric data type. More...

enum	ComplexTransform { ComplexTransform::kNone, ComplexTransform::kConjugate }
	Enumeraed type describing a transformation on a complex value. More...

enum	OperationKind { OperationKind::kGemm, OperationKind::kInvalid }
	Enumeration indicating the kind of operation. More...

enum	ScalarPointerMode { ScalarPointerMode::kHost, ScalarPointerMode::kDevice, ScalarPointerMode::kInvalid }
	Enumeration indicating whether scalars are in host or device memory. More...

enum	SplitKMode { SplitKMode::kNone, SplitKMode::kSerial, SplitKMode::kParallel, SplitKMode::kParallelSerial, SplitKMode::kInvalid }
	Describes how reductions are performed across threadblocks. More...

enum	OpcodeClassID { OpcodeClassID::kSimt, OpcodeClassID::kTensorOp, OpcodeClassID::kWmmaTensorOp, OpcodeClassID::kInvalid }
	Indicates the classificaition of the math instruction. More...

enum	GemmKind { GemmKind::kGemm, GemmKind::kBatched, GemmKind::kArray, GemmKind::kPlanarComplex, GemmKind::kPlanarComplexBatched, GemmKind::kInvalid }
	Enumeration indicating what kind of GEMM operation to perform. More...

Functions
template<typename T >
T	from_string (std::string const &)
	Lexical cast from string. More...

char const *	to_string (OperationKind type, bool pretty=false)
	Converts a NumericType enumerant to a string. More...

template<>
OperationKind	from_string< OperationKind > (std::string const &str)
	Parses a NumericType enumerant from a string. More...

char const *	to_string (NumericTypeID type, bool pretty=false)
	Converts a NumericType enumerant to a string. More...

template<>
NumericTypeID	from_string< NumericTypeID > (std::string const &str)
	Parses a NumericType enumerant from a string. More...

int	sizeof_bits (NumericTypeID type)
	Returns the size of a data type in bits. More...

bool	is_complex_type (NumericTypeID type)
	Returns true if the numeric type is a complex data type or false if real-valued. More...

NumericTypeID	get_real_type (NumericTypeID type)
	Returns the real-valued type underlying a type (only different from 'type' if complex) More...

bool	is_integer_type (NumericTypeID type)
	Returns true if numeric type is integer. More...

bool	is_signed_type (NumericTypeID type)
	Returns true if numeric type is signed. More...

bool	is_signed_integer (NumericTypeID type)
	Returns true if numeric type is a signed integer. More...

bool	is_unsigned_integer (NumericTypeID type)
	returns true if numeric type is an unsigned integer More...

bool	is_float_type (NumericTypeID type)
	Returns true if numeric type is floating-point type. More...

char const *	to_string (Status status, bool pretty=false)
	To string method for cutlass::Status. More...

char const *	to_string (LayoutTypeID layout, bool pretty=false)
	Converts a LayoutTypeID enumerant to a string. More...

template<>
LayoutTypeID	from_string< LayoutTypeID > (std::string const &str)
	Parses a LayoutType enumerant from a string. More...

int	get_layout_stride_rank (LayoutTypeID layout_id)
	Returns the rank of a layout's stride base on the LayoutTypeID. More...

char const *	to_string (OpcodeClassID type, bool pretty=false)
	Converts a OpcodeClassID enumerant to a string. More...

template<>
OpcodeClassID	from_string< OpcodeClassID > (std::string const &str)
	Converts a OpcodeClassID enumerant from a string. More...

std::string	lexical_cast (int64_t int_value)
	Lexical cast from int64_t to string. More...

bool	lexical_cast (std::vector< uint8_t > &bytes, NumericTypeID type, std::string const &str)
	Lexical cast a string to a byte array. Returns true if cast is successful or false if invalid. More...

std::string	lexical_cast (std::vector< uint8_t > &bytes, NumericTypeID type)
	Lexical cast TO a string FROM a byte array. Returns true if cast is successful or false if invalid. More...

bool	cast_from_int64 (std::vector< uint8_t > &bytes, NumericTypeID type, int64_t src)
	Casts from a signed int64 to the destination type. Returns true if successful. More...

bool	cast_from_uint64 (std::vector< uint8_t > &bytes, NumericTypeID type, uint64_t src)
	Casts from an unsigned int64 to the destination type. Returns true if successful. More...

bool	cast_from_double (std::vector< uint8_t > &bytes, NumericTypeID type, double src)
	Casts from a real value represented as a double to the destination type. Returns true if successful. More...

Typedef Documentation

using cutlass::library::GemmBatchedArguments = typedef GemmArguments

using cutlass::library::GemmPlanarComplexArgments = typedef GemmArguments

using cutlass::library::GemmPlanarComplexBatchedArguments = typedef GemmArguments

using cutlass::library::OperationVector = typedef std::vector<std::unique_ptr<Operation>>

Enumeration Type Documentation

enum cutlass::library::ComplexTransform

strong

Enumerator
kNone
kConjugate

enum cutlass::library::GemmKind

strong

Enumerator
kGemm
kBatched
kArray
kPlanarComplex
kPlanarComplexBatched
kInvalid

enum cutlass::library::LayoutTypeID

strong

Enumerator
kUnknown
kColumnMajor
kRowMajor
kColumnMajorInterleavedK4
kRowMajorInterleavedK4
kColumnMajorInterleavedK16
kRowMajorInterleavedK16
kTensorNCHW
kTensorNHWC
kInvalid

enum cutlass::library::NumericTypeID

strong

Enumerator
kUnknown
kVoid
kB1
kU4
kU8
kU16
kU32
kU64
kS4
kS8
kS16
kS32
kS64
kF16
kF32
kF64
kCF16
kCF32
kCF64
kCS4
kCS8
kCS16
kCS32
kCS64
kCU4
kCU8
kCU16
kCU32
kCU64
kInvalid

enum cutlass::library::OpcodeClassID

strong

Enumerator
kSimt
kTensorOp
kWmmaTensorOp
kInvalid

enum cutlass::library::OperationKind

strong

Enumerator
kGemm
kInvalid

enum cutlass::library::ScalarPointerMode

strong

Enumerator
kHost
kDevice
kInvalid

enum cutlass::library::SplitKMode

strong

Enumerator
kNone
kSerial
kParallel
kParallelSerial
kInvalid

Function Documentation

bool cutlass::library::cast_from_double	(	std::vector< uint8_t > &	bytes,
		NumericTypeID	type,
		double	src
	)

bool cutlass::library::cast_from_int64	(	std::vector< uint8_t > &	bytes,
		NumericTypeID	type,
		int64_t	src
	)

bool cutlass::library::cast_from_uint64	(	std::vector< uint8_t > &	bytes,
		NumericTypeID	type,
		uint64_t	src
	)

template<typename T >

T cutlass::library::from_string ( std::string const & )

template<>

LayoutTypeID cutlass::library::from_string< LayoutTypeID > ( std::string const & str )

template<>

NumericTypeID cutlass::library::from_string< NumericTypeID > ( std::string const & str )

template<>

OpcodeClassID cutlass::library::from_string< OpcodeClassID > ( std::string const & str )

template<>

OperationKind cutlass::library::from_string< OperationKind > ( std::string const & str )

int cutlass::library::get_layout_stride_rank ( LayoutTypeID layout_id )

NumericTypeID cutlass::library::get_real_type ( NumericTypeID type )

bool cutlass::library::is_complex_type ( NumericTypeID type )

bool cutlass::library::is_float_type ( NumericTypeID type )

bool cutlass::library::is_integer_type ( NumericTypeID type )

bool cutlass::library::is_signed_integer ( NumericTypeID type )

bool cutlass::library::is_signed_type ( NumericTypeID type )

bool cutlass::library::is_unsigned_integer ( NumericTypeID type )

std::string cutlass::library::lexical_cast ( int64_t int_value )

bool cutlass::library::lexical_cast	(	std::vector< uint8_t > &	bytes,
		NumericTypeID	type,
		std::string const &	str
	)

std::string cutlass::library::lexical_cast	(	std::vector< uint8_t > &	bytes,
		NumericTypeID	type
	)

int cutlass::library::sizeof_bits ( NumericTypeID type )

char const* cutlass::library::to_string	(	OperationKind	type,
		bool	pretty = `false`
	)

char const* cutlass::library::to_string	(	NumericTypeID	type,
		bool	pretty = `false`
	)

char const* cutlass::library::to_string	(	Status	status,
		bool	pretty = `false`
	)

char const* cutlass::library::to_string	(	LayoutTypeID	layout,
		bool	pretty = `false`
	)

char const* cutlass::library::to_string	(	OpcodeClassID	type,
		bool	pretty = `false`
	)

Classes

Typedefs

Enumerations

Functions

Typedef Documentation

Enumeration Type Documentation

Function Documentation