DAnnNode Class Reference

ANN领域算子模型抽象，说人话，就是抽象了一套跑NN相关的范式 prepareParam准备要接下来要run的函数类型 函数类型和DAnnNode的成员函数一一对应，分别有 train/search/insert/update/remove/loadModel/saveModel/edition； 上述接口在DAnnNode这个基类都为空，由派生类自行实现，在run统一调用； More...

#include <DAnnNode.h>

Inheritance diagram for DAnnNode:

Collaboration diagram for DAnnNode:

Protected Member Functions
virtual DAnnFuncType	prepareParam ()=0
virtual CStatus	train ()
virtual CStatus	search ()
virtual CStatus	insert ()
virtual CStatus	update ()
virtual CStatus	remove ()
virtual CStatus	loadModel ()
virtual CStatus	saveModel ()
virtual CStatus	edition ()
virtual CStatus	refreshParam ()
	DAnnNode ()
CStatus	run () override
Protected Member Functions inherited from DAnnObject
CStatus	run () override
Protected Member Functions inherited from GNode
	GNode ()
GNode *	setType (const GNodeType &type)
CStatus	spawn (const UTaskGroup &tasks, CMSec ttl=CGRAPH_MAX_BLOCK_TTL)
Protected Member Functions inherited from GElement
	GElement ()=default
	~GElement () override
virtual CStatus	prepareRun ()
virtual CStatus	checkRunResult ()
virtual CBool	isHold ()
virtual CBool	isMatch ()
CStatus	crashed (const CException &ex)
template<typename T , c_enable_if_t< std::is_base_of< GElementParam, T >::value, int > = 0>
T *	getEParam (const std::string &key)
CIndex	getThreadIndex ()
CBool	isTimeout () const
CIndex	getBindingIndex () const
GElementRelation	getRelation () const
	CGRAPH_NO_ALLOWED_COPY (GElement)

Private Types
typedef CStatus(DAnnNode::*	DAnnNodeFuncPtr) ()

Private Attributes
DAnnNodeFuncPtr	ann_func_arr_ [static_cast< CUInt >(DAnnFuncType::ANN_MAX_SIZE)] {}

Additional Inherited Members
Public Member Functions inherited from CObject
	CObject ()=default
virtual CStatus	init ()
virtual CStatus	destroy ()
virtual	~CObject ()=default
Public Member Functions inherited from GElement
template<typename TAspect , typename TParam = GAspectDefaultParam, c_enable_if_t< std::is_base_of< GAspect, TAspect >::value, int > = 0, c_enable_if_t< std::is_base_of< GAspectParam, TParam >::value, int > = 0>
GElement *	addGAspect (TParam *param=nullptr)
template<typename TAspect , typename ... Args, c_enable_if_t< std::is_base_of< GTemplateAspect< Args... >, TAspect >::value, int > = 0>
GElement *	addGAspect (Args... args)
template<typename T , c_enable_if_t< std::is_base_of< GElementParam, T >::value, int > = 0>
GElement *	addEParam (const std::string &key, T *param)
CStatus	addDependGElements (const std::set< GElement * > &elements)
GElement *	setName (const std::string &name) override
GElement *	setLoop (CSize loop)
GElement *	setLevel (CLevel level)
GElement *	setVisible (CBool visible)
GElement *	setBindingIndex (CIndex index)
GElement *	setTimeout (CMSec timeout, GElementTimeoutStrategy strategy=GElementTimeoutStrategy::AS_ERROR)
GElement *	setMacro (CBool macro)
CBool	isGGroup () const
CBool	isGAdaptor () const
CBool	isGNode () const
GElementState	getCurState () const
CStatus	removeDepend (GElement *element)
GElement &	operator-- (int) noexcept
GElement &	operator> (GElement *element)
GElement &	operator& (GElement *element)
GElement &	operator* (CSize loop) noexcept
template<typename TAspect , typename TParam , c_enable_if_t< std::is_base_of< GAspect, TAspect >::value, int > , c_enable_if_t< std::is_base_of< GAspectParam, TParam >::value, int > >
CGRAPH_NAMESPACE_BEGIN GElementPtr	addGAspect (TParam *param)
template<typename TAspect , typename ... Args, c_enable_if_t< std::is_base_of< GTemplateAspect< Args... >, TAspect >::value, int > >
GElementPtr	addGAspect (Args... args)
template<typename T , c_enable_if_t< std::is_base_of< GElementParam, T >::value, int > >
GElementPtr	addEParam (const std::string &key, T *param)
Public Member Functions inherited from CDescInfo
virtual const std::string &	getName () const
const std::string &	getSession () const
const std::string &	getDescription () const
virtual auto	setDescription (const std::string &description) -> decltype(this)
virtual	~CDescInfo ()=default
Protected Attributes inherited from CDescInfo
std::string	name_
std::string	session_
std::string	description_

Detailed Description

ANN领域算子模型抽象，说人话，就是抽象了一套跑NN相关的范式 prepareParam准备要接下来要run的函数类型 函数类型和DAnnNode的成员函数一一对应，分别有 train/search/insert/update/remove/loadModel/saveModel/edition； 上述接口在DAnnNode这个基类都为空，由派生类自行实现，在run统一调用；

run的调用逻辑： prepareParam为纯虚函数，派生类必须重写，返回的是接下来run要跑的函数类型 接着run会调用这个函数类型在ann_func_arr_实际注册的函数 最后再调用一次refreshParam刷新参数

P.S. 感觉用处不大，和目前常用的 前处理 -> NN -> 后处理 不太match，倒是比较契合算法的模型训练流程?

Member Typedef Documentation

DAnnNodeFuncPtr

typedef CStatus(DAnnNode::* DAnnNode::DAnnNodeFuncPtr) ()

private

Constructor & Destructor Documentation

DAnnNode()

CGRAPH_NAMESPACE_BEGIN DAnnNode::DAnnNode ( )

explicitprotected

构造函数信息

初始化函数映射关系

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Member Function Documentation

edition()

CStatus DAnnNode::edition ( )

protectedvirtual

其他方法

insert()

CStatus DAnnNode::insert ( )

protectedvirtual

插入

Returns

loadModel()

CStatus DAnnNode::loadModel ( )

protectedvirtual

加载模型信息

Returns

prepareParam()

virtual DAnnFuncType DAnnNode::prepareParam ( )

protectedpure virtual

预处理参数信息，并且返回需要执行的函数信息

Returns

refreshParam()

CStatus DAnnNode::refreshParam ( )

protectedvirtual

将参数更新，作用于所有功能函数之后

Returns

remove()

CStatus DAnnNode::remove ( )

protectedvirtual

删除

Returns

run()

CStatus DAnnNode::run ( )

overrideprotectedvirtual

分拆执行函数

Returns

整体流程思路 1，先准备参数，并且确定走哪个功能函数（必须实现） 2，执行具体功能函数 3，如有参数修改，将最终的参数同步回主流程

Implements CObject.

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saveModel()

CStatus DAnnNode::saveModel ( )

protectedvirtual

保存模型信息

Returns

search()

CStatus DAnnNode::search ( )

protectedvirtual

查询

Returns

train()

CStatus DAnnNode::train ( )

protectedvirtual

训练

Returns

update()

CStatus DAnnNode::update ( )

protectedvirtual

修改

Returns

Member Data Documentation

ann_func_arr_

DAnnNodeFuncPtr DAnnNode::ann_func_arr_[static_cast< CUInt >(DAnnFuncType::ANN_MAX_SIZE)] {}

private

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

• src/DomainCtrl/Ann/DAnnNode.h
• src/DomainCtrl/Ann/DAnnNode.cpp