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

Specifies the parameters for the FlattenLayer. More...

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

Public Member Functions

 FlattenParameter ()
 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 FlattenParameter FromProto (RawProto rp)
 Parses the parameter from a RawProto. More...
 
static List< int > Reshape (int nParamAxis, int nParamEndAxis, List< int > rgShape, int nStartAxis=-1, int nEndAxis=-1)
 Calculate the reshape array given the parameters. 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

int axis [getset]
 Specifies the first axis to flatten: all preceding axes are retained in the output. May be negative to index from the end (e.g., -1 for the last axis). More...
 
int end_axis [getset]
 Specifies the last axis to flatten: all following axes are retained in the output. May be negative to index from the end (e.g., -1 for the last axis). 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 FlattenLayer.

See also
Representation Learning and Pairwise Ranking for Implicit and Explicit Feedback in Recommendation Systems by Mikhail Trofimov, Sumit Sidana, Oleh Horodnitskii, Charlotte Laclau, Yury Maximov, and Massih-Reza Amini, 2017.
Deep Neural Networks to Enable Real-time Multimessenger Astrophysics by Daniel George, and E. A. Huerta, 2016.

Definition at line 19 of file FlattenParameter.cs.

Constructor & Destructor Documentation

◆ FlattenParameter()

MyCaffe.param.FlattenParameter.FlattenParameter ( )

Constructor for the parameter.

Definition at line 25 of file FlattenParameter.cs.

Member Function Documentation

◆ Clone()

override LayerParameterBase MyCaffe.param.FlattenParameter.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 72 of file FlattenParameter.cs.

◆ Copy()

override void MyCaffe.param.FlattenParameter.Copy ( LayerParameterBase  src)
virtual

Copy on parameter to another.

Parameters
srcSpecifies the parameter to copy.

Implements MyCaffe.param.LayerParameterBase.

Definition at line 64 of file FlattenParameter.cs.

◆ FromProto()

static FlattenParameter MyCaffe.param.FlattenParameter.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 99 of file FlattenParameter.cs.

◆ Load()

override object MyCaffe.param.FlattenParameter.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 52 of file FlattenParameter.cs.

◆ Reshape()

static List< int > MyCaffe.param.FlattenParameter.Reshape ( int  nParamAxis,
int  nParamEndAxis,
List< int >  rgShape,
int  nStartAxis = -1,
int  nEndAxis = -1 
)
static

Calculate the reshape array given the parameters.

Parameters
nParamAxisSpecifies the parameter start axis.
nParamEndAxisSpecifies the parameter end axis.
rgShapeSpecifies the shape parameter.
nStartAxisSpecifies the already initialized canonical start axis, or -1 if not initialized (default = -1).
nEndAxisSpecifies the already initialized canonical end axis or -1 if not initialized (default = -1).
Returns

Definition at line 122 of file FlattenParameter.cs.

◆ ToProto()

override RawProto MyCaffe.param.FlattenParameter.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 84 of file FlattenParameter.cs.

Property Documentation

◆ axis

int MyCaffe.param.FlattenParameter.axis
getset

Specifies the first axis to flatten: all preceding axes are retained in the output. May be negative to index from the end (e.g., -1 for the last axis).

Definition at line 34 of file FlattenParameter.cs.

◆ end_axis

int MyCaffe.param.FlattenParameter.end_axis
getset

Specifies the last axis to flatten: all following axes are retained in the output. May be negative to index from the end (e.g., -1 for the last axis).

Definition at line 45 of file FlattenParameter.cs.


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