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

Stores the parameters used by the SwishLayer More...

Inheritance diagram for MyCaffe.param.SwishParameter:
MyCaffe.param.EngineParameter MyCaffe.param.LayerParameterBase MyCaffe.basecode.BaseParameter MyCaffe.basecode.IBinaryPersist

Public Member Functions

 SwishParameter ()
 Constructor for the parameter. More...
 
string useCaffeReason ()
 Returns the reason that Caffe version was used instead of NVIDIA's cuDnn. More...
 
bool useCudnn ()
 Queries whether or not to use NVIDIA's cuDnn. 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.EngineParameter
 EngineParameter ()
 Constructor for the parameter. More...
 
override object Load (System.IO.BinaryReader br, bool bNewInstance=true)
 Load the parameter from a binary reader. 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 new SwishParameter FromProto (RawProto rp)
 Parses the parameter from a RawProto. More...
 
- Static Public Member Functions inherited from MyCaffe.param.EngineParameter
static EngineParameter 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

double beta [getset]
 Specifies the beta value for the Swish activation function. More...
 
- Properties inherited from MyCaffe.param.EngineParameter
Engine engine [getset]
 Specifies the Engine in use. More...
 

Additional Inherited Members

- Public Types inherited from MyCaffe.param.EngineParameter
enum  Engine { DEFAULT = 0 , CAFFE = 1 , CUDNN = 2 }
 Defines the type of engine to use. More...
 
- Public Types inherited from MyCaffe.param.LayerParameterBase
enum  LABEL_TYPE { NONE , SINGLE , MULTIPLE , ONLY_ONE }
 Defines the label type. More...
 

Detailed Description

Stores the parameters used by the SwishLayer

See also
Activation Functions by Prajit Ramachandran, Barret Zoph, Quoc V. Le., 2017.

Definition at line 18 of file SwishParameter.cs.

Constructor & Destructor Documentation

◆ SwishParameter()

MyCaffe.param.SwishParameter.SwishParameter ( )

Constructor for the parameter.

Definition at line 23 of file SwishParameter.cs.

Member Function Documentation

◆ Clone()

override LayerParameterBase MyCaffe.param.SwishParameter.Clone ( )
virtual

Creates a new copy of this instance of the parameter.

Returns
A new instance of this parameter is returned.

Reimplemented from MyCaffe.param.EngineParameter.

Definition at line 87 of file SwishParameter.cs.

◆ Copy()

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

Copy on parameter to another.

Parameters
srcSpecifies the parameter to copy.

Reimplemented from MyCaffe.param.EngineParameter.

Definition at line 75 of file SwishParameter.cs.

◆ FromProto()

static new SwishParameter MyCaffe.param.SwishParameter.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 SwishParameter.cs.

◆ Load()

override object MyCaffe.param.SwishParameter.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 SwishParameter.cs.

◆ ToProto()

override RawProto MyCaffe.param.SwishParameter.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.

Reimplemented from MyCaffe.param.EngineParameter.

Definition at line 99 of file SwishParameter.cs.

◆ useCaffeReason()

string MyCaffe.param.SwishParameter.useCaffeReason ( )

Returns the reason that Caffe version was used instead of NVIDIA's cuDnn.

Returns

Definition at line 32 of file SwishParameter.cs.

◆ useCudnn()

bool MyCaffe.param.SwishParameter.useCudnn ( )

Queries whether or not to use NVIDIA's cuDnn.

Returns
Returns true when cuDnn is to be used, false otherwise.

Definition at line 44 of file SwishParameter.cs.

Property Documentation

◆ beta

double MyCaffe.param.SwishParameter.beta
getset

Specifies the beta value for the Swish activation function.

Definition at line 56 of file SwishParameter.cs.


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