MyCaffe  1.12.2.41
Deep learning software for Windows C# programmers.
MyCaffe.param.MVNParameter Class Reference

Specifies the parameters for the MVNLayer. More...

Inheritance diagram for MyCaffe.param.MVNParameter:
MyCaffe.param.LayerParameterBase MyCaffe.basecode.BaseParameter MyCaffe.basecode.IBinaryPersist

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
srcSpecifies 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
rpSpecifies 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
brSpecifies the binary reader.
bNewInstanceWhen 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
strNameSpecifies 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.


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