TMVA::TActivationReLU Class Reference

Rectified Linear Unit activation function for TNeuron.

Definition at line 41 of file TActivationReLU.h.

Public Member Functions
	TActivationReLU ()
	~TActivationReLU ()
Double_t	Eval (Double_t arg) override
Double_t	EvalDerivative (Double_t arg) override
TString	GetExpression () override
	get expressions for the tanh and its derivative
Double_t	GetMax () override
Double_t	GetMin () override
TClass *	IsA () const override
void	MakeFunction (std::ostream &fout, const TString &fncName) override
	writes the Rectified Linear Unit activation function source code
void	Streamer (TBuffer &) override
void	StreamerNVirtual (TBuffer &ClassDef_StreamerNVirtual_b)
Public Member Functions inherited from TMVA::TActivation
	TActivation ()
virtual	~TActivation ()
void	StreamerNVirtual (TBuffer &ClassDef_StreamerNVirtual_b)

Static Public Member Functions
static TClass *	Class ()
static const char *	Class_Name ()
static constexpr Version_t	Class_Version ()
static const char *	DeclFileName ()
Static Public Member Functions inherited from TMVA::TActivation
static TClass *	Class ()
static const char *	Class_Name ()
static constexpr Version_t	Class_Version ()
static const char *	DeclFileName ()

#include <TMVA/TActivationReLU.h>

Inheritance diagram for TMVA::TActivationReLU:

Constructor & Destructor Documentation

TActivationReLU()

TMVA::TActivationReLU::TActivationReLU ( )

inline

Definition at line 44 of file TActivationReLU.h.

~TActivationReLU()

TMVA::TActivationReLU::~TActivationReLU ( )

inline

Definition at line 45 of file TActivationReLU.h.

Member Function Documentation

Class()

static TClass * TMVA::TActivationReLU::Class ( )

static

Returns

TClass describing this class

Class_Name()

static const char * TMVA::TActivationReLU::Class_Name ( )

static

Returns

Name of this class

Class_Version()

static constexpr Version_t TMVA::TActivationReLU::Class_Version ( )

inlinestaticconstexpr

Returns

Version of this class

Definition at line 66 of file TActivationReLU.h.

DeclFileName()

static const char * TMVA::TActivationReLU::DeclFileName ( )

inlinestatic

Returns

Name of the file containing the class declaration

Definition at line 66 of file TActivationReLU.h.

Eval()

Double_t TMVA::TActivationReLU::Eval ( Double_t arg )

inlineoverridevirtual

Implements TMVA::TActivation.

Definition at line 48 of file TActivationReLU.h.

EvalDerivative()

Double_t TMVA::TActivationReLU::EvalDerivative ( Double_t arg )

inlineoverridevirtual

Implements TMVA::TActivation.

Definition at line 51 of file TActivationReLU.h.

GetExpression()

TString TMVA::TActivationReLU::GetExpression ( )

overridevirtual

get expressions for the tanh and its derivative

Implements TMVA::TActivation.

Definition at line 42 of file TActivationReLU.cxx.

GetMax()

Double_t TMVA::TActivationReLU::GetMax ( )

inlineoverridevirtual

Implements TMVA::TActivation.

Definition at line 57 of file TActivationReLU.h.

GetMin()

Double_t TMVA::TActivationReLU::GetMin ( )

inlineoverridevirtual

Implements TMVA::TActivation.

Definition at line 54 of file TActivationReLU.h.

IsA()

TClass * TMVA::TActivationReLU::IsA ( ) const

inlineoverridevirtual

Returns

TClass describing current object

Reimplemented from TMVA::TActivation.

Definition at line 66 of file TActivationReLU.h.

MakeFunction()

void TMVA::TActivationReLU::MakeFunction ( std::ostream & fout, const TString & fncName )

overridevirtual

writes the Rectified Linear Unit activation function source code

Implements TMVA::TActivation.

Definition at line 52 of file TActivationReLU.cxx.

Streamer()

void TMVA::TActivationReLU::Streamer ( TBuffer & )

overridevirtual

Reimplemented from TMVA::TActivation.

StreamerNVirtual()

void TMVA::TActivationReLU::StreamerNVirtual ( TBuffer & ClassDef_StreamerNVirtual_b )

inline

Definition at line 66 of file TActivationReLU.h.

Libraries for TMVA::TActivationReLU:

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

• tmva/tmva/inc/TMVA/TActivationReLU.h
• tmva/tmva/src/TActivationReLU.cxx