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CUTLASS
CUDA Templates for Linear Algebra Subroutines and Solvers
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CUTLASS Library is an object-oriented approach to managing operations implemented by CUTLASS. More...
#include <vector>#include <string>#include <cstdint>#include <cuda_runtime.h>#include "cutlass/cutlass.h"#include "cutlass/matrix_coord.h"#include "cutlass/tensor_coord.h"#include "cutlass/layout/tensor.h"#include "cutlass/gemm/gemm.h"

Go to the source code of this file.
Classes | |
| struct | cutlass::library::MathInstructionDescription |
| struct | cutlass::library::TileDescription |
| Structure describing the tiled structure of a GEMM-like computation. More... | |
| struct | cutlass::library::OperationDescription |
| High-level description of an operation. More... | |
| struct | cutlass::library::TensorDescription |
| Structure describing the properties of a tensor. More... | |
| struct | cutlass::library::GemmDescription |
| Description of all GEMM computations. More... | |
| class | cutlass::library::Operation |
| Base class for all device-wide operations. More... | |
| struct | cutlass::library::GemmConfiguration |
| Configuration for basic GEMM operations. More... | |
| struct | cutlass::library::GemmArguments |
| Arguments for GEMM. More... | |
| struct | cutlass::library::GemmBatchedConfiguration |
| Configuration for batched GEMM in which multiple matrix products are computed. More... | |
| struct | cutlass::library::GemmArrayConfiguration |
| Configuration for batched GEMM in which multiple matrix products are computed. More... | |
| struct | cutlass::library::GemmArrayArguments |
| Arguments for GEMM - used by all the GEMM operations. More... | |
| struct | cutlass::library::GemmPlanarComplexConfiguration |
| Complex valued GEMM in which real and imaginary parts are separated by a stride. More... | |
| struct | cutlass::library::GemmPlanarComplexBatchedConfiguration |
| Batched complex valued GEMM in which real and imaginary parts are separated by a stride. More... | |
Namespaces | |
| cutlass | |
| cutlass::library | |
Typedefs | |
| using | cutlass::library::GemmBatchedArguments = GemmArguments |
| Arguments to batched GEMM. More... | |
| using | cutlass::library::GemmPlanarComplexArgments = GemmArguments |
| using | cutlass::library::GemmPlanarComplexBatchedArguments = GemmArguments |
Functions | |
| template<typename T > | |
| T | cutlass::library::from_string (std::string const &) |
| Lexical cast from string. More... | |
| char const * | cutlass::library::to_string (OperationKind type, bool pretty=false) |
| Converts a NumericType enumerant to a string. More... | |
| template<> | |
| OperationKind | cutlass::library::from_string< OperationKind > (std::string const &str) |
| Parses a NumericType enumerant from a string. More... | |
| char const * | cutlass::library::to_string (NumericTypeID type, bool pretty=false) |
| Converts a NumericType enumerant to a string. More... | |
| template<> | |
| NumericTypeID | cutlass::library::from_string< NumericTypeID > (std::string const &str) |
| Parses a NumericType enumerant from a string. More... | |
| int | cutlass::library::sizeof_bits (NumericTypeID type) |
| Returns the size of a data type in bits. More... | |
| bool | cutlass::library::is_complex_type (NumericTypeID type) |
| Returns true if the numeric type is a complex data type or false if real-valued. More... | |
| NumericTypeID | cutlass::library::get_real_type (NumericTypeID type) |
| Returns the real-valued type underlying a type (only different from 'type' if complex) More... | |
| bool | cutlass::library::is_integer_type (NumericTypeID type) |
| Returns true if numeric type is integer. More... | |
| bool | cutlass::library::is_signed_type (NumericTypeID type) |
| Returns true if numeric type is signed. More... | |
| bool | cutlass::library::is_signed_integer (NumericTypeID type) |
| Returns true if numeric type is a signed integer. More... | |
| bool | cutlass::library::is_unsigned_integer (NumericTypeID type) |
| returns true if numeric type is an unsigned integer More... | |
| bool | cutlass::library::is_float_type (NumericTypeID type) |
| Returns true if numeric type is floating-point type. More... | |
| char const * | cutlass::library::to_string (Status status, bool pretty=false) |
| To string method for cutlass::Status. More... | |
| char const * | cutlass::library::to_string (LayoutTypeID layout, bool pretty=false) |
| Converts a LayoutTypeID enumerant to a string. More... | |
| template<> | |
| LayoutTypeID | cutlass::library::from_string< LayoutTypeID > (std::string const &str) |
| Parses a LayoutType enumerant from a string. More... | |
| int | cutlass::library::get_layout_stride_rank (LayoutTypeID layout_id) |
| Returns the rank of a layout's stride base on the LayoutTypeID. More... | |
| char const * | cutlass::library::to_string (OpcodeClassID type, bool pretty=false) |
| Converts a OpcodeClassID enumerant to a string. More... | |
| template<> | |
| OpcodeClassID | cutlass::library::from_string< OpcodeClassID > (std::string const &str) |
| Converts a OpcodeClassID enumerant from a string. More... | |
| std::string | cutlass::library::lexical_cast (int64_t int_value) |
| Lexical cast from int64_t to string. More... | |
| bool | cutlass::library::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 | cutlass::library::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 | cutlass::library::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 | cutlass::library::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 | cutlass::library::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... | |
Generally,
description - compile-time constant parameters used to instantiate an operation
configuration - runtime parameters with computationally expensive initialization
arguments - runtime parameters that may be passed to an initialized operation with low computational overhead
1.8.11