#include "boost/mp11.hpp"
#include "core/framework/prepacked_weights_container.h"
#include <functional>
#include "core/common/exceptions.h"
#include "core/common/logging/logging.h"
#include "core/common/status.h"
#include "core/framework/execution_provider.h"
#include "core/framework/kernel_def_builder.h"
#include "core/framework/op_kernel_info.h"
#include "core/framework/op_node_proto_helper.h"
#include "core/framework/ort_value.h"
#include "core/framework/sparse_tensor.h"
#include "core/framework/tensor.h"
#include "core/graph/constants.h"
#include "core/graph/graph_viewer.h"
#include "core/graph/onnx_protobuf.h"
#include <gsl/gsl>
#include "core/framework/op_kernel_context.h"

Include dependency graph for op_kernel.h:

This graph shows which files directly or indirectly include this file:

Go to the source code of this file.

Classes
class	onnxruntime::OpKernel

struct	onnxruntime::KernelCreateInfo

struct	onnxruntime::BuildKernelDefConstraintsImpl< Types >

struct	onnxruntime::BuildKernelDefSparseConstraintsImpl< Types >

Namespaces
	onnxruntime

	onnxruntime::ml

	onnxruntime::contrib

	onnxruntime::contrib::cuda

	onnxruntime::contrib::js

	onnxruntime::contrib::rocm

	onnxruntime::contrib::snpe

Macros
#define	ONNX_OPERATOR_KERNEL_CLASS_NAME(provider, domain, ver, name) provider##_##name##_##domain##_ver##ver

#define	ONNX_CPU_OPERATOR_KERNEL(name, ver, builder,...) ONNX_OPERATOR_KERNEL_EX(name, kOnnxDomain, ver, kCpuExecutionProvider, builder, __VA_ARGS__)

#define	ONNX_CPU_OPERATOR_ML_KERNEL(name, ver, builder,...) ONNX_OPERATOR_KERNEL_EX(name, kMLDomain, ver, kCpuExecutionProvider, builder, __VA_ARGS__)

#define	ONNX_CPU_OPERATOR_MS_KERNEL(name, ver, builder,...) ONNX_OPERATOR_KERNEL_EX(name, kMSDomain, ver, kCpuExecutionProvider, builder, __VA_ARGS__)

#define	ONNX_OPERATOR_KERNEL_EX(name, domain, ver, provider, builder,...)

#define	ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(provider, domain, startver, endver, name) provider##_##name##_##domain##_ver##startver##_##endver

#define	ONNX_CPU_OPERATOR_VERSIONED_KERNEL(name, startver, endver, builder,...) ONNX_OPERATOR_VERSIONED_KERNEL_EX(name, kOnnxDomain, startver, endver, kCpuExecutionProvider, builder, __VA_ARGS__)

#define	ONNX_CPU_OPERATOR_VERSIONED_ML_KERNEL(name, startver, endver, builder,...) ONNX_OPERATOR_VERSIONED_KERNEL_EX(name, kMLDomain, startver, endver, kCpuExecutionProvider, builder, __VA_ARGS__)

#define	ONNX_OPERATOR_VERSIONED_KERNEL_EX(name, domain, startver, endver, provider, builder,...)

#define	ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(provider, domain, ver, type, name) provider##_##name##_##domain##_ver##ver##_##type

#define	ONNX_CPU_OPERATOR_TYPED_KERNEL(name, ver, type, builder,...) ONNX_OPERATOR_TYPED_KERNEL_EX(name, kOnnxDomain, ver, type, kCpuExecutionProvider, builder, __VA_ARGS__)

#define	ONNX_CPU_OPERATOR_TYPED_ML_KERNEL(name, ver, type, builder,...) ONNX_OPERATOR_TYPED_KERNEL_EX(name, kMLDomain, ver, type, kCpuExecutionProvider, builder, __VA_ARGS__)

#define	ONNX_CPU_OPERATOR_TYPED_MS_KERNEL(name, ver, type, builder,...) ONNX_OPERATOR_TYPED_KERNEL_EX(name, kMSDomain, ver, type, kCpuExecutionProvider, builder, __VA_ARGS__)

#define	ONNX_OPERATOR_TYPED_KERNEL_EX(name, domain, ver, type, provider, builder,...)

#define	ONNX_OPERATOR_TWO_TYPED_KERNEL_CLASS_NAME(provider, domain, ver, type1, type2, name) provider##_##name##_##domain##_ver##ver##_##type1##_##type2

#define	ONNX_OPERATOR_TWO_TYPED_KERNEL_EX(name, domain, ver, type1, type2, provider, builder,...)

#define	ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(provider, domain, startver, endver, type, name) provider##_##name##_##domain##_ver##startver##_##endver##_##type

#define	ONNX_CPU_OPERATOR_VERSIONED_TYPED_KERNEL(name, startver, endver, type, builder,...)

#define	ONNX_CPU_OPERATOR_VERSIONED_TYPED_ML_KERNEL(name, startver, endver, type, builder,...)

#define	ONNX_CPU_OPERATOR_VERSIONED_TYPED_MS_KERNEL(name, startver, endver, type, builder,...)

#define	ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_EX(name, domain, startver, endver, type, provider, builder,...)

#define	ONNX_OPERATOR_VERSIONED_TWO_TYPED_KERNEL_CLASS_NAME(provider, domain, startver, endver, type1, type2, name) provider##_##name##_##domain##_ver##startver##_##endver##_##type1##_##type2

#define	ONNX_OPERATOR_VERSIONED_TWO_TYPED_KERNEL_EX(name, domain, startver, endver, type1, type2,provider, builder,...)

Typedefs
using	onnxruntime::KernelCreateFn = std::function< Status(FuncManager &func_mgr, const OpKernelInfo &info, std::unique_ptr< OpKernel > &out)>

using	onnxruntime::KernelCreatePtrFn = std::add_pointer< Status(FuncManager &func_mgr, const OpKernelInfo &info, std::unique_ptr< OpKernel > &out)>::type

using	onnxruntime::BuildKernelCreateInfoFn ) = KernelCreateInfo(*)(

Functions
std::unique_ptr< OpKernelInfo >	onnxruntime::CopyOpKernelInfo (const OpKernelInfo &info)

template<typename T >
KernelCreateInfo	onnxruntime::BuildKernelCreateInfo ()

template<typename T >
KernelCreateInfo	onnxruntime::ml::BuildKernelCreateInfo ()

template<typename T >
KernelCreateInfo	onnxruntime::contrib::BuildKernelCreateInfo ()

template<typename T >
KernelCreateInfo	onnxruntime::contrib::cuda::BuildKernelCreateInfo ()

template<typename T >
KernelCreateInfo	onnxruntime::contrib::js::BuildKernelCreateInfo ()

template<typename T >
KernelCreateInfo	onnxruntime::contrib::rocm::BuildKernelCreateInfo ()

template<typename T >
KernelCreateInfo	onnxruntime::contrib::snpe::BuildKernelCreateInfo ()

template<typename... Types>
std::vector< MLDataType >	onnxruntime::BuildKernelDefConstraints ()

template<typename... Types>
std::vector< MLDataType >	onnxruntime::BuildKernelDefSparseConstraints ()

template<typename L >
std::vector< MLDataType >	onnxruntime::BuildKernelDefConstraintsFromTypeList ()

template<typename L >
std::vector< MLDataType >	onnxruntime::BuildKernelDefSparseConstraintsFromTypeList ()

Macro Definition Documentation

#define ONNX_CPU_OPERATOR_KERNEL	(	name,
		ver,
		builder,
		...
	)	ONNX_OPERATOR_KERNEL_EX(name, kOnnxDomain, ver, kCpuExecutionProvider, builder, __VA_ARGS__)

Definition at line 212 of file op_kernel.h.

#define ONNX_CPU_OPERATOR_ML_KERNEL	(	name,
		ver,
		builder,
		...
	)	ONNX_OPERATOR_KERNEL_EX(name, kMLDomain, ver, kCpuExecutionProvider, builder, __VA_ARGS__)

Definition at line 215 of file op_kernel.h.

#define ONNX_CPU_OPERATOR_MS_KERNEL	(	name,
		ver,
		builder,
		...
	)	ONNX_OPERATOR_KERNEL_EX(name, kMSDomain, ver, kCpuExecutionProvider, builder, __VA_ARGS__)

Definition at line 218 of file op_kernel.h.

#define ONNX_CPU_OPERATOR_TYPED_KERNEL	(	name,
		ver,
		type,
		builder,
		...
	)	ONNX_OPERATOR_TYPED_KERNEL_EX(name, kOnnxDomain, ver, type, kCpuExecutionProvider, builder, __VA_ARGS__)

Definition at line 267 of file op_kernel.h.

#define ONNX_CPU_OPERATOR_TYPED_ML_KERNEL	(	name,
		ver,
		type,
		builder,
		...
	)	ONNX_OPERATOR_TYPED_KERNEL_EX(name, kMLDomain, ver, type, kCpuExecutionProvider, builder, __VA_ARGS__)

Definition at line 270 of file op_kernel.h.

#define ONNX_CPU_OPERATOR_TYPED_MS_KERNEL	(	name,
		ver,
		type,
		builder,
		...
	)	ONNX_OPERATOR_TYPED_KERNEL_EX(name, kMSDomain, ver, type, kCpuExecutionProvider, builder, __VA_ARGS__)

Definition at line 273 of file op_kernel.h.

#define ONNX_CPU_OPERATOR_VERSIONED_KERNEL	(	name,
		startver,
		endver,
		builder,
		...
	)	ONNX_OPERATOR_VERSIONED_KERNEL_EX(name, kOnnxDomain, startver, endver, kCpuExecutionProvider, builder, __VA_ARGS__)

Definition at line 244 of file op_kernel.h.

#define ONNX_CPU_OPERATOR_VERSIONED_ML_KERNEL	(	name,
		startver,
		endver,
		builder,
		...
	)	ONNX_OPERATOR_VERSIONED_KERNEL_EX(name, kMLDomain, startver, endver, kCpuExecutionProvider, builder, __VA_ARGS__)

Definition at line 247 of file op_kernel.h.

#define ONNX_CPU_OPERATOR_VERSIONED_TYPED_KERNEL	(	name,
		startver,
		endver,
		type,
		builder,
		...
	)

Value:

ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_EX(name, kOnnxDomain, startver, endver, type, kCpuExecutionProvider, builder, \

__VA_ARGS__)

ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_EX

#define ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_EX(name, domain, startver, endver, type, provider, builder,...)

Definition: op_kernel.h:322

type

GLint GLint GLsizei GLint GLenum GLenum type

Definition: glcorearb.h:108

onnxruntime::kOnnxDomain

constexpr const char * kOnnxDomain

Definition: constants.h:14

name

GLuint const GLchar * name

Definition: glcorearb.h:786

onnxruntime::kCpuExecutionProvider

constexpr const char * kCpuExecutionProvider

Definition: constants.h:32

Definition at line 310 of file op_kernel.h.

#define ONNX_CPU_OPERATOR_VERSIONED_TYPED_ML_KERNEL	(	name,
		startver,
		endver,
		type,
		builder,
		...
	)

Value:

ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_EX(name, kMLDomain, startver, endver, type, kCpuExecutionProvider, builder, \

__VA_ARGS__)

ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_EX

#define ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_EX(name, domain, startver, endver, type, provider, builder,...)

Definition: op_kernel.h:322

onnxruntime::kMLDomain

constexpr const char * kMLDomain

Definition: constants.h:17

type

GLint GLint GLsizei GLint GLenum GLenum type

Definition: glcorearb.h:108

name

GLuint const GLchar * name

Definition: glcorearb.h:786

onnxruntime::kCpuExecutionProvider

constexpr const char * kCpuExecutionProvider

Definition: constants.h:32

Definition at line 314 of file op_kernel.h.

#define ONNX_CPU_OPERATOR_VERSIONED_TYPED_MS_KERNEL	(	name,
		startver,
		endver,
		type,
		builder,
		...
	)

Value:

ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_EX(name, kMSDomain, startver, endver, type, kCpuExecutionProvider, builder, \

__VA_ARGS__)

ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_EX

#define ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_EX(name, domain, startver, endver, type, provider, builder,...)

Definition: op_kernel.h:322

onnxruntime::kMSDomain

constexpr const char * kMSDomain

Definition: constants.h:18

type

GLint GLint GLsizei GLint GLenum GLenum type

Definition: glcorearb.h:108

name

GLuint const GLchar * name

Definition: glcorearb.h:786

onnxruntime::kCpuExecutionProvider

constexpr const char * kCpuExecutionProvider

Definition: constants.h:32

Definition at line 318 of file op_kernel.h.

#define ONNX_OPERATOR_KERNEL_CLASS_NAME	(	provider,
		domain,
		ver,
		name
	)	provider##_##name##_##domain##_ver##ver

Definition at line 209 of file op_kernel.h.

#define ONNX_OPERATOR_KERNEL_EX	(	name,
		domain,
		ver,
		provider,
		builder,
		...
	)

Value:

class ONNX_OPERATOR_KERNEL_CLASS_NAME(provider, domain, ver, name);                     \
  template <>                                                                             \
  KernelCreateInfo                                                                        \
  BuildKernelCreateInfo<ONNX_OPERATOR_KERNEL_CLASS_NAME(provider, domain, ver, name)>() { \
    return KernelCreateInfo(                                                              \
        builder.SetName(#name)                                                            \
            .SetDomain(domain)                                                            \
            .SinceVersion(ver)                                                            \
            .Provider(provider)                                                           \
            .Build(),                                                                     \
        static_cast<KernelCreatePtrFn>(                                                   \
            [](FuncManager&,                                                              \
               const OpKernelInfo& info,                                                  \
               std::unique_ptr<OpKernel>& out) -> Status {                                \
              out = std::make_unique<__VA_ARGS__>(info);                                  \
              return Status::OK();                                                        \
            }));                                                                          \
  }

Definition at line 221 of file op_kernel.h.

#define ONNX_OPERATOR_TWO_TYPED_KERNEL_CLASS_NAME	(	provider,
		domain,
		ver,
		type1,
		type2,
		name
	)	provider##_##name##_##domain##_ver##ver##_##type1##_##type2

Definition at line 290 of file op_kernel.h.

#define ONNX_OPERATOR_TWO_TYPED_KERNEL_EX	(	name,
		domain,
		ver,
		type1,
		type2,
		provider,
		builder,
		...
	)

Value:

class ONNX_OPERATOR_TWO_TYPED_KERNEL_CLASS_NAME(provider, domain, ver, type1, type2, name);                                      \
  template <>                                                                                                                      \
  KernelCreateInfo                                                                                                                 \
  BuildKernelCreateInfo<ONNX_OPERATOR_TWO_TYPED_KERNEL_CLASS_NAME(provider, domain, ver, type1, type2, name)>() {                  \
    return KernelCreateInfo(                                                                                                       \
        builder.SetName(#name)                                                                                                     \
            .SetDomain(domain)                                                                                                     \
            .SinceVersion(ver)                                                                                                     \
            .Provider(provider)                                                                                                    \
            .Build(),                                                                                                              \
        static_cast<KernelCreatePtrFn>([](FuncManager&, const OpKernelInfo& info, std::unique_ptr<OpKernel>& out) -> Status { out = std::make_unique<__VA_ARGS__>(info); return Status::OK(); })); \
  }

Definition at line 293 of file op_kernel.h.

#define ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME	(	provider,
		domain,
		ver,
		type,
		name
	)	provider##_##name##_##domain##_ver##ver##_##type

Definition at line 264 of file op_kernel.h.

#define ONNX_OPERATOR_TYPED_KERNEL_EX	(	name,
		domain,
		ver,
		type,
		provider,
		builder,
		...
	)

Value:

class ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(provider, domain, ver, type, name);                                                  \
  template <>                                                                                                                      \
  KernelCreateInfo                                                                                                                 \
  BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(provider, domain, ver, type, name)>() {                              \
    return KernelCreateInfo(                                                                                                       \
        builder.SetName(#name)                                                                                                     \
            .SetDomain(domain)                                                                                                     \
            .SinceVersion(ver)                                                                                                     \
            .Provider(provider)                                                                                                    \
            .Build(),                                                                                                              \
        static_cast<KernelCreatePtrFn>([](FuncManager&, const OpKernelInfo& info, std::unique_ptr<OpKernel>& out) -> Status { out = std::make_unique<__VA_ARGS__>(info); return Status::OK(); })); \
  }

Definition at line 276 of file op_kernel.h.

#define ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME	(	provider,
		domain,
		startver,
		endver,
		name
	)	provider##_##name##_##domain##_ver##startver##_##endver

Definition at line 241 of file op_kernel.h.

#define ONNX_OPERATOR_VERSIONED_KERNEL_EX	(	name,
		domain,
		startver,
		endver,
		provider,
		builder,
		...
	)

Value:

class ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(provider, domain, startver, endver, name);                                       \
  template <>                                                                                                                      \
  KernelCreateInfo                                                                                                                 \
  BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(provider, domain, startver, endver, name)>() {                   \
    return KernelCreateInfo(                                                                                                       \
        builder.SetName(#name)                                                                                                     \
            .SetDomain(domain)                                                                                                     \
            .SinceVersion(startver, endver)                                                                                        \
            .Provider(provider)                                                                                                    \
            .Build(),                                                                                                              \
        static_cast<KernelCreatePtrFn>([](FuncManager&, const OpKernelInfo& info, std::unique_ptr<OpKernel>& out) -> Status { out = std::make_unique<__VA_ARGS__>(info); return Status::OK(); })); \
  }

Definition at line 250 of file op_kernel.h.

#define ONNX_OPERATOR_VERSIONED_TWO_TYPED_KERNEL_CLASS_NAME	(	provider,
		domain,
		startver,
		endver,
		type1,
		type2,
		name
	)	provider##_##name##_##domain##_ver##startver##_##endver##_##type1##_##type2

Definition at line 337 of file op_kernel.h.

#define ONNX_OPERATOR_VERSIONED_TWO_TYPED_KERNEL_EX	(	name,
		domain,
		startver,
		endver,
		type1,
		type2,
		provider,
		builder,
		...
	)

Value:

class ONNX_OPERATOR_VERSIONED_TWO_TYPED_KERNEL_CLASS_NAME(provider, domain, startver, endver, type1, type2, name);               \
  template <>                                                                                                                      \
  KernelCreateInfo                                                                                                                 \
  BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TWO_TYPED_KERNEL_CLASS_NAME(provider, domain, startver, endver,                    \
                                                                            type1, type2, name)>() {                               \
    return KernelCreateInfo(                                                                                                       \
        builder.SetName(#name)                                                                                                     \
            .SetDomain(domain)                                                                                                     \
            .SinceVersion(startver, endver)                                                                                        \
            .Provider(provider)                                                                                                    \
            .Build(),                                                                                                              \
        static_cast<KernelCreatePtrFn>([](FuncManager&, const OpKernelInfo& info, std::unique_ptr<OpKernel>& out) -> Status { out = std::make_unique<__VA_ARGS__>(info); return Status::OK(); })); \
  }

Definition at line 340 of file op_kernel.h.

#define ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME	(	provider,
		domain,
		startver,
		endver,
		type,
		name
	)	provider##_##name##_##domain##_ver##startver##_##endver##_##type

Definition at line 307 of file op_kernel.h.

#define ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_EX	(	name,
		domain,
		startver,
		endver,
		type,
		provider,
		builder,
		...
	)

Value:

class ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(provider, domain, startver, endver, type, name);                           \
  template <>                                                                                                                      \
  KernelCreateInfo                                                                                                                 \
  BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(provider, domain, startver, endver,                        \
                                                                        type, name)>() {                                           \
    return KernelCreateInfo(                                                                                                       \
        builder.SetName(#name)                                                                                                     \
            .SetDomain(domain)                                                                                                     \
            .SinceVersion(startver, endver)                                                                                        \
            .Provider(provider)                                                                                                    \
            .Build(),                                                                                                              \
        static_cast<KernelCreatePtrFn>([](FuncManager&, const OpKernelInfo& info, std::unique_ptr<OpKernel>& out) -> Status { out = std::make_unique<__VA_ARGS__>(info); return Status::OK(); })); \
  }

Definition at line 322 of file op_kernel.h.

Classes

Namespaces

Macros

Typedefs

Functions

Macro Definition Documentation