nndeploy::ir Namespace Reference

Classes
class	AveragePoolParam
class	BatchNormalizationParam
class	CastParam
class	ConcatParam
class	ConstantOfShapeParam
class	ConvParam
class	DefaultInterpret
class	DequantizeLinearParam
class	EmbeddingParam
class	FlattenParam
class	GatherParam
class	GemmParam
class	Interpret
class	InterpretCreator
	解释器的创建类 More...
class	LayerNormalizationParam
class	MatMulParam
class	MaxPoolParam
class	ModelDesc
	参照onnx的格式，描述模型的结构 More...
class	OpDesc
	参照并扩充了onnx的格式，描述算子的基本信息 More...
class	OpParam
class	OpParamCreator
	算子参数的创建类 More...
class	QLinearConvParam
class	QuantizeLinearParam
class	ReduceMaxParam
class	ReduceMeanParam
class	ReduceMinParam
class	ReduceSumParam
class	ReshapeParam
class	ResizeParam
class	RMSNormParam
class	ShapeParam
class	SoftmaxParam
class	SplitParam
class	TransposeParam
class	TypeInterpretCreator
	解释器的创建类模板 More...
class	TypeInterpretRegister
	解释器的创建类的注册类模板 More...
class	TypeOpParamCreator
	算子参数的创建类模板 More...
class	TypeOpParamRegister
	算子参数的创建类的注册类模板 More...
class	UnsqueezeParam
class	ValueDesc
	参照onnx的格式，描述模型或者算子输入输出 More...

Enumerations
enum	OpType : int {   kOpTypeNet = 0x0000 , kOpTypeAbs , kOpTypeAdd , kOpTypeAcos ,   kOpTypeAdam , kOpTypeAnd , kOpTypeArgMax , kOpTypeArgMin ,   kOpTypeAsin , kOpTypeAtan , kOpTypeAveragePool , kOpTypeBatchNormalization ,   kOpTypeCast , kOpTypeCeil , kOpTypeClip , kOpTypeConcat ,   kOpTypeConstant , kOpTypeConv , kOpTypeCos , kOpTypeCosh ,   kOpTypeConstantOfShape , kOpTypeDepthToSpace , kOpTypeDequantizeLinear , kOpTypeDet ,   kOpTypeDiv , kOpTypeDropout , kOpTypeEinsum , kOpTypeElu ,   kOpTypeEqual , kOpTypeErf , kOpTypeExp , kOpTypeExpand ,   kOpTypeFlatten , kOpTypeFloor , kOpTypeGather , kOpTypeGelu ,   kOpTypeGemm , kOpTypeGlobalAveragePool , kOpTypeGlobalLpPool , kOpTypeGlobalMaxPool ,   kOpTypeGreater , kOpTypeHardSigmoid , kOpTypeIdentity , kOpTypeIf ,   kOpTypeImageScaler , kOpTypeInstanceNormalization , kOpTypeIsInf , kOpTypeIsNaN ,   kOpTypeLRN , kOpTypeLSTM , kOpTypeLeakyRelu , kOpTypeLess ,   kOpTypeLog , kOpTypeLogSoftmax , kOpTypeLoop , kOpTypeLpNormalization ,   kOpTypeLpPool , kOpTypeMatMul , kOpTypeMatMulInteger , kOpTypeMax ,   kOpTypeMaxPool , kOpTypeMaxRoiPool , kOpTypeMaxUnpool , kOpTypeMean ,   kOpTypeMin , kOpTypeMod , kOpTypeMomentum , kOpTypeMul ,   kOpTypeMuls , kOpTypeMultinomial , kOpTypeNeg , kOpTypeNegLogSoftmax ,   kOpTypeNonMaxSuppression , kOpTypeNonZero , kOpTypeNot , kOpTypeOneHot ,   kOpTypeOnesLike , kOpTypeOr , kOpTypePad , kOpTypePow ,   kOpTypePRelu , kOpTypeQLinearConv , kOpTypeQLinearMatMul , kOpTypeQuantizeLinear ,   kOpTypeRNN , kOpTypeRandomNormal , kOpTypeRandomNormalLike , kOpTypeRandomUniform ,   kOpTypeRandomUniformLike , kOpTypeRange , kOpTypeReciprocal , kOpTypeReduceL1 ,   kOpTypeReduceL2 , kOpTypeReduceLogSum , kOpTypeReduceLogSumExp , kOpTypeReduceMax ,   kOpTypeReduceMean , kOpTypeReduceMin , kOpTypeReduceProd , kOpTypeReduceSum ,   kOpTypeReduceSumSquare , kOpTypeRelu , kOpTypeReshape , kOpTypeResize ,   kOpTypeReverseSequence , kOpTypeRoiAlign , kOpTypeRound , kOpTypeScale ,   kOpTypeScan , kOpTypeScatter , kOpTypeSelu , kOpTypeSilu ,   kOpTypeSequenceAt , kOpTypeSequenceConstruct , kOpTypeSequenceEmpty , kOpTypeSequenceErase ,   kOpTypeSequenceInsert , kOpTypeSequenceLength , kOpTypeShape , kOpTypeShrink ,   kOpTypeSigmoid , kOpTypeSign , kOpTypeSin , kOpTypeSinh ,   kOpTypeSize , kOpTypeSlice , kOpTypeSoftmax , kOpTypeSoftplus ,   kOpTypeSoftsign , kOpTypeSpaceToDepth , kOpTypeSplit , kOpTypeSqrt ,   kOpTypeSqueeze , kOpTypeSub , kOpTypeSum , kOpTypeSwiGLU ,   kOpTypeTan , kOpTypeTanh , kOpTypeTfIdf , kOpTypeThresholdedRelu ,   kOpTypeTile , kOpTypeTopK , kOpTypeTranspose , kOpTypeUnsqueeze ,   kOpTypeUpsample , kOpTypeWhere , kOpTypeXor , kOpTypeRMSNorm ,   kOpTypeEmbedding , kOpTypeLayerNormalization , kOpTypeNone }
	算子类型 算子分类 More...

Functions
Interpret *	createInterpret (base::ModelType type, ir::ModelDesc *model_desc=nullptr, bool is_external=false)
	Create a Interpret object. More...
std::shared_ptr< Interpret >	createInterpretSharedPtr (base::ModelType type, ir::ModelDesc *model_desc=nullptr, bool is_external=false)
std::shared_ptr< base::Param >	createOpParam (OpType op_type)
	Create a base::Param object. More...
std::map< base::ModelType, std::shared_ptr< InterpretCreator > > &	getGlobalInterpretCreatorMap ()
	Get the Global Interpret Creator Map object. More...
std::map< OpType, std::shared_ptr< OpParamCreator > > &	getGlobalOpParamCreatorMap ()
	Get the Global base::Param Creator Map object. More...
std::string	opTypeToString (OpType op_type)
OpType	stringToOpType (const std::string &op_type_name)

Enumeration Type Documentation

OpType

enum nndeploy::ir::OpType : int

算子类型 算子分类

unary

activation

math

binary - broadcast and elementwise

reduce

computation intensive

conv

matmul

shape

concat

split

normalization

pooling

deeplink的分类

1. Convolution类
2. Pooling类
3. Pad类
4. Loss类
5. Norm类
6. Activation类
7. Dropout类
8. Optimizer类
9. Communication类
10. Interpolate类

1. BLAS类
2. Linalg类
3. Permute类，对真实内存做数据重排，典型算子为roll、concat等

相比Permute类算子，其没有对真实内存数据做操作和移动，

只是指针信息或者Copy，包括reshape和Indexing等

1. View/Copy类，
2. Advanced Indexing类
3. Distribution类
4. Sort类

Enumerator
kOpTypeNet
kOpTypeAbs
kOpTypeAdd
kOpTypeAcos
kOpTypeAdam
kOpTypeAnd
kOpTypeArgMax
kOpTypeArgMin
kOpTypeAsin
kOpTypeAtan
kOpTypeAveragePool
kOpTypeBatchNormalization
kOpTypeCast
kOpTypeCeil
kOpTypeClip
kOpTypeConcat
kOpTypeConstant
kOpTypeConv
kOpTypeCos
kOpTypeCosh
kOpTypeConstantOfShape
kOpTypeDepthToSpace
kOpTypeDequantizeLinear
kOpTypeDet
kOpTypeDiv
kOpTypeDropout
kOpTypeEinsum
kOpTypeElu
kOpTypeEqual
kOpTypeErf
kOpTypeExp
kOpTypeExpand
kOpTypeFlatten
kOpTypeFloor
kOpTypeGather
kOpTypeGelu
kOpTypeGemm
kOpTypeGlobalAveragePool
kOpTypeGlobalLpPool
kOpTypeGlobalMaxPool
kOpTypeGreater
kOpTypeHardSigmoid
kOpTypeIdentity
kOpTypeIf
kOpTypeImageScaler
kOpTypeInstanceNormalization
kOpTypeIsInf
kOpTypeIsNaN
kOpTypeLRN
kOpTypeLSTM
kOpTypeLeakyRelu
kOpTypeLess
kOpTypeLog
kOpTypeLogSoftmax
kOpTypeLoop
kOpTypeLpNormalization
kOpTypeLpPool
kOpTypeMatMul
kOpTypeMatMulInteger
kOpTypeMax
kOpTypeMaxPool
kOpTypeMaxRoiPool
kOpTypeMaxUnpool
kOpTypeMean
kOpTypeMin
kOpTypeMod
kOpTypeMomentum
kOpTypeMul
kOpTypeMuls
kOpTypeMultinomial
kOpTypeNeg
kOpTypeNegLogSoftmax
kOpTypeNonMaxSuppression
kOpTypeNonZero
kOpTypeNot
kOpTypeOneHot
kOpTypeOnesLike
kOpTypeOr
kOpTypePad
kOpTypePow
kOpTypePRelu
kOpTypeQLinearConv
kOpTypeQLinearMatMul
kOpTypeQuantizeLinear
kOpTypeRNN
kOpTypeRandomNormal
kOpTypeRandomNormalLike
kOpTypeRandomUniform
kOpTypeRandomUniformLike
kOpTypeRange
kOpTypeReciprocal
kOpTypeReduceL1
kOpTypeReduceL2
kOpTypeReduceLogSum
kOpTypeReduceLogSumExp
kOpTypeReduceMax
kOpTypeReduceMean
kOpTypeReduceMin
kOpTypeReduceProd
kOpTypeReduceSum
kOpTypeReduceSumSquare
kOpTypeRelu
kOpTypeReshape
kOpTypeResize
kOpTypeReverseSequence
kOpTypeRoiAlign
kOpTypeRound
kOpTypeScale
kOpTypeScan
kOpTypeScatter
kOpTypeSelu
kOpTypeSilu
kOpTypeSequenceAt
kOpTypeSequenceConstruct
kOpTypeSequenceEmpty
kOpTypeSequenceErase
kOpTypeSequenceInsert
kOpTypeSequenceLength
kOpTypeShape
kOpTypeShrink
kOpTypeSigmoid
kOpTypeSign
kOpTypeSin
kOpTypeSinh
kOpTypeSize
kOpTypeSlice
kOpTypeSoftmax
kOpTypeSoftplus
kOpTypeSoftsign
kOpTypeSpaceToDepth
kOpTypeSplit
kOpTypeSqrt
kOpTypeSqueeze
kOpTypeSub
kOpTypeSum
kOpTypeSwiGLU
kOpTypeTan
kOpTypeTanh
kOpTypeTfIdf
kOpTypeThresholdedRelu
kOpTypeTile
kOpTypeTopK
kOpTypeTranspose
kOpTypeUnsqueeze
kOpTypeUpsample
kOpTypeWhere
kOpTypeXor
kOpTypeRMSNorm
kOpTypeEmbedding
kOpTypeLayerNormalization
kOpTypeNone

Definition at line 65 of file op_param.h.

Function Documentation

createInterpret()

Interpret* nndeploy::ir::createInterpret	(	base::ModelType	type,
		ir::ModelDesc *	model_desc = nullptr,
		bool	is_external = false
	)

Create a Interpret object.

Parameters

type

Returns

Interpret*

createInterpretSharedPtr()

std::shared_ptr<Interpret> nndeploy::ir::createInterpretSharedPtr	(	base::ModelType	type,
		ir::ModelDesc *	model_desc = nullptr,
		bool	is_external = false
	)

createOpParam()

std::shared_ptr<base::Param> nndeploy::ir::createOpParam

(

OpType

op_type

)

Create a base::Param object.

Parameters

type

Returns

std::shared_ptr<base::Param>

getGlobalInterpretCreatorMap()

std::map<base::ModelType, std::shared_ptr<InterpretCreator> >& nndeploy::ir::getGlobalInterpretCreatorMap

(

)

Get the Global Interpret Creator Map object.

Returns

std::map<base::ModelType, std::shared_ptr<InterpretCreator>>&

getGlobalOpParamCreatorMap()

std::map<OpType, std::shared_ptr<OpParamCreator> >& nndeploy::ir::getGlobalOpParamCreatorMap

(

)

Get the Global base::Param Creator Map object.

Returns

std::map<OpType, std::shared_ptr<OpParamCreator>>&

opTypeToString()

std::string nndeploy::ir::opTypeToString

(

OpType

op_type

)

stringToOpType()

OpType nndeploy::ir::stringToOpType

(

const std::string &

op_type_name

)