MyCaffe.param.MVNParameter Class Reference

Specifies the parameters for the MVNLayer. More...

Inheritance diagram for MyCaffe.param.MVNParameter:

Public Member Functions
	MVNParameter ()
	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 MVNParameter	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
bool	normalize_variance [getset]
	Specifies whether or not to normalize the variance. More...
bool	across_channels [getset]
	Specifies whether or not to normalize accross channels. More...
double	eps [getset]
	Specifies a small value to avoid divide by zero. More...

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

Detailed Description

Specifies the parameters for the MVNLayer.

See also

Layer Normalization by Jimmy Lei Ba, Jamie Ryan Kiros, and Geoffrey E. Hinton, 2016.

Learning weakly supervised multimodal phoneme embeddings by Rahma Chaabouni, Ewan Dunbar, Neil Zeghidour, and Emmanuel Dupoux, 2017.

Estimating Phoneme Class Conditional Probabilities from Raw Speech Signal using Convolutional Neural Networks by Dimitri Palaz, Ronan Collobert, and Mathew Magimai-Doss, 2013.

Definition at line 20 of file MVNParameter.cs.

Constructor & Destructor Documentation

MVNParameter()

MyCaffe.param.MVNParameter.MVNParameter

(

)

Constructor for the parameter.

Definition at line 27 of file MVNParameter.cs.

Member Function Documentation

Clone()

override LayerParameterBase MyCaffe.param.MVNParameter.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 84 of file MVNParameter.cs.

Copy()

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

virtual

Copy on parameter to another.

Parameters

src	Specifies the parameter to copy.

Implements MyCaffe.param.LayerParameterBase.

Definition at line 75 of file MVNParameter.cs.

FromProto()

static MVNParameter MyCaffe.param.MVNParameter.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 117 of file MVNParameter.cs.

Load()

override object MyCaffe.param.MVNParameter.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 63 of file MVNParameter.cs.

ToProto()

override RawProto MyCaffe.param.MVNParameter.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 96 of file MVNParameter.cs.

Property Documentation

across_channels

bool MyCaffe.param.MVNParameter.across_channels

getset

Specifies whether or not to normalize accross channels.

Definition at line 45 of file MVNParameter.cs.

eps

double MyCaffe.param.MVNParameter.eps

getset

Specifies a small value to avoid divide by zero.

Definition at line 56 of file MVNParameter.cs.

normalize_variance

bool MyCaffe.param.MVNParameter.normalize_variance

getset

Specifies whether or not to normalize the variance.

Definition at line 35 of file MVNParameter.cs.

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

• C:/Data/Data/SS_Projects/Intelligence/GitHub/MyCaffe/MyCaffe/param/MVNParameter.cs