Specifies the parameters for the EltwiseLayer. More...

Inheritance diagram for MyCaffe.param.EltwiseParameter:

Public Types
enum	EltwiseOp { PROD = 0 , SUM = 1 , MAX = 2 , MIN = 3 , DIV = 4 , SUB = 5 }
	Defines the operation to perform. More...

Public Types inherited from MyCaffe.param.LayerParameterBase
enum	LABEL_TYPE { NONE , SINGLE , MULTIPLE , ONLY_ONE }
	Defines the label type. More...

Public Member Functions
	EltwiseParameter ()
	Constructor for the parameter. More...

override object	Load (System.IO.BinaryReader br, bool bNewInstance=true)
	Load the parameter from a binary reader. More...

override void	Copy (LayerParameterBase src)
	Copy on parameter to another. More...

override LayerParameterBase	Clone ()
	Creates a new copy of this instance of the parameter. More...

override RawProto	ToProto (string strName)
	Convert the parameter into a RawProto. More...

Public Member Functions inherited from MyCaffe.param.LayerParameterBase
	LayerParameterBase ()
	Constructor for the parameter. More...

virtual string	PrepareRunModelInputs ()
	This method gives derivative classes a chance specify model inputs required by the run model. More...

virtual void	PrepareRunModel (LayerParameter p)
	This method gives derivative classes a chance to prepare the layer for a run-model. More...

void	Save (BinaryWriter bw)
	Save this parameter to a binary writer. More...

abstract object	Load (BinaryReader br, bool bNewInstance=true)
	Load the parameter from a binary reader. More...

Public Member Functions inherited from MyCaffe.basecode.BaseParameter
	BaseParameter ()
	Constructor for the parameter. More...

virtual bool	Compare (BaseParameter p)
	Compare this parameter to another parameter. More...

Static Public Member Functions
static EltwiseParameter	FromProto (RawProto rp)
	Parses the parameter from a RawProto. More...

Static Public Member Functions inherited from MyCaffe.basecode.BaseParameter
static double	ParseDouble (string strVal)
	Parse double values using the US culture if the decimal separator = '.', then using the native culture, and if then lastly trying the US culture to handle prototypes containing '.' as the separator, yet parsed in a culture that does not use '.' as a decimal. More...

static bool	TryParse (string strVal, out double df)
	Parse double values using the US culture if the decimal separator = '.', then using the native culture, and if then lastly trying the US culture to handle prototypes containing '.' as the separator, yet parsed in a culture that does not use '.' as a decimal. More...

static float	ParseFloat (string strVal)
	Parse float values using the US culture if the decimal separator = '.', then using the native culture, and if then lastly trying the US culture to handle prototypes containing '.' as the separator, yet parsed in a culture that does not use '.' as a decimal. More...

static bool	TryParse (string strVal, out float f)
	Parse doufloatble values using the US culture if the decimal separator = '.', then using the native culture, and if then lastly trying the US culture to handle prototypes containing '.' as the separator, yet parsed in a culture that does not use '.' as a decimal. More...

Properties
EltwiseOp	operation `[getset]`
	Specifies the element-wise operation. More...

bool	allow_single_batch_input `[getset]`
	Specifies whether to allow single batch input for the second input (default = false). More...

List< double >	coeff `[getset]`
	Specifies the blob-wise coefficient for SUM operation. More...

bool	stable_prod_grad `[getset]`
	Specifies whether or not to use an asymptotically slower (for > 2 inputs) but stabler method of computing the gradient for PROD operation. (No effect for SUM op.) More...

bool	coeff_blob `[getset]`
	If true and the EltwiseOp is SUM, the last bottom blob is a singleton coefficient for the first N-1 bottom blobs, with shape $(N-1 \times 1 \times 1 \times 1)$ . More...

Detailed Description

Specifies the parameters for the EltwiseLayer.

See also: DeMeshNet: Blind Face Inpainting for Deep MeshFace Verification by Shu Zhang, Ran He, and Tieniu Tan, 2016.; Mixed context networks for semantic segmentation by Haiming Sun, Di Xie, and Shiliang Pu, 2016.; Why M Heads are Better than One: Training a Diverse Ensemble of Deep Networks by Stefan Lee, Senthil Purushwalkam, Michael Cogswell, David Crandall, and Dhruv Batra, 2015.

Definition at line 21 of file EltwiseParameter.cs.

Member Enumeration Documentation

◆ EltwiseOp

enum MyCaffe.param.EltwiseParameter.EltwiseOp

Defines the operation to perform.

Enumerator
PROD	Perform an eltwise product.
SUM	Perform an eltwise summation.
MAX	Find the eltwise maximum.
MIN	Find the eltwise minimum.
DIV	Perform an eltwise division.
SUB	Perform the eltwise subtraction

Definition at line 26 of file EltwiseParameter.cs.

Constructor & Destructor Documentation

◆ EltwiseParameter()

MyCaffe.param.EltwiseParameter.EltwiseParameter ( )

Constructor for the parameter.

Definition at line 61 of file EltwiseParameter.cs.

Member Function Documentation

◆ Clone()

override LayerParameterBase MyCaffe.param.EltwiseParameter.Clone ( )

virtual

Creates a new copy of this instance of the parameter.

Returns: A new instance of this parameter is returned.

Implements MyCaffe.param.LayerParameterBase.

Definition at line 141 of file EltwiseParameter.cs.

◆ Copy()

override void MyCaffe.param.EltwiseParameter.Copy ( LayerParameterBase src )

virtual

Copy on parameter to another.

Parameters

src	Specifies the parameter to copy.

Implements MyCaffe.param.LayerParameterBase.

Definition at line 130 of file EltwiseParameter.cs.

◆ FromProto()

static EltwiseParameter MyCaffe.param.EltwiseParameter.FromProto ( RawProto rp )

static

Parses the parameter from a RawProto.

Parameters

rp	Specifies the RawProto to parse.

Returns: A new instance of the parameter is returned.

Definition at line 177 of file EltwiseParameter.cs.

◆ Load()

override object MyCaffe.param.EltwiseParameter.Load	(	System.IO.BinaryReader	br,
		bool	bNewInstance = `true`
	)

Load the parameter from a binary reader.

Parameters

br	Specifies the binary reader.
bNewInstance	When true a new instance is created (the default), otherwise the existing instance is loaded from the binary reader.

Returns: Returns an instance of the parameter.

Definition at line 118 of file EltwiseParameter.cs.

◆ ToProto()

override RawProto MyCaffe.param.EltwiseParameter.ToProto ( string strName )

virtual

Convert the parameter into a RawProto.

Parameters

strName Specifies the name to associate with the RawProto.

Returns: The new RawProto is returned.

Implements MyCaffe.basecode.BaseParameter.

Definition at line 153 of file EltwiseParameter.cs.

Property Documentation

◆ allow_single_batch_input

bool MyCaffe.param.EltwiseParameter.allow_single_batch_input

getset

Specifies whether to allow single batch input for the second input (default = false).

Definition at line 79 of file EltwiseParameter.cs.

◆ coeff

List<double> MyCaffe.param.EltwiseParameter.coeff

getset

Specifies the blob-wise coefficient for SUM operation.

Definition at line 89 of file EltwiseParameter.cs.

◆ coeff_blob

bool MyCaffe.param.EltwiseParameter.coeff_blob

getset

If true and the EltwiseOp is SUM, the last bottom blob is a singleton coefficient for the first N-1 bottom blobs, with shape $(N-1 \times 1 \times 1 \times 1)$ .

Definition at line 111 of file EltwiseParameter.cs.

◆ operation

EltwiseOp MyCaffe.param.EltwiseParameter.operation

getset

Specifies the element-wise operation.

Definition at line 69 of file EltwiseParameter.cs.

◆ stable_prod_grad

bool MyCaffe.param.EltwiseParameter.stable_prod_grad

getset

Specifies whether or not to use an asymptotically slower (for > 2 inputs) but stabler method of computing the gradient for PROD operation. (No effect for SUM op.)

Definition at line 100 of file EltwiseParameter.cs.

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

C:/Data/Data/SS_Projects/Intelligence/GitHub/MyCaffe/MyCaffe/param/EltwiseParameter.cs

Public Types

Public Member Functions

Static Public Member Functions

Properties

Detailed Description

Member Enumeration Documentation

◆ EltwiseOp

Constructor & Destructor Documentation

◆ EltwiseParameter()

Member Function Documentation

◆ Clone()

◆ Copy()

◆ FromProto()

◆ Load()

◆ ToProto()

Property Documentation

◆ allow_single_batch_input

◆ coeff

◆ coeff_blob

◆ operation

◆ stable_prod_grad