GClasses::GContextLSTM Class Reference

Detailed Description

Context class for LSTM blocks.

#include <GBlock.h>

Inheritance diagram for GClasses::GContextLSTM:

Public Member Functions
	GContextLSTM (GRand &rand, GBlockLSTM &block)
virtual void	backProp (GContextRecurrentInstance *pPrev, const GVec &outBlame, GVec &inBlame) override
virtual void	clearBlame () override
virtual void	forwardProp (GContextRecurrentInstance *pPrev, const GVec &input, GVec &output) override
virtual void	resetState () override
	Resets the state of all recurrent blocks. (This is called whenever a recurrent neural network begins with a new sequence, either for training or testing.) More...
virtual void	updateGradient (GContextRecurrentInstance *prev, const GVec &input, GVec &gradient) const override
Public Member Functions inherited from GClasses::GContextRecurrentInstance
	GContextRecurrentInstance (GRand &rand)
virtual	~GContextRecurrentInstance ()
Public Member Functions inherited from GClasses::GContext
	GContext (GRand &rand)
virtual	~GContext ()

Public Attributes
GVec	m_blamec
GVec	m_blamef
GVec	m_blameh
GVec	m_blameo
GVec	m_blamet
const GBlockLSTM &	m_block
GVec	m_buf1
GVec	m_buf2
GVec	m_c
GVec	m_f
GVec	m_h
GVec	m_o
GVec	m_t
Public Attributes inherited from GClasses::GContext
GRand &	m_rand

Constructor & Destructor Documentation

GClasses::GContextLSTM::GContextLSTM	(	GRand &	rand,
		GBlockLSTM &	block
	)

Member Function Documentation

virtual void GClasses::GContextLSTM::backProp ( GContextRecurrentInstance *  pPrev, const GVec &  outBlame, GVec &  inBlame  )

overridevirtual

Implements GClasses::GContextRecurrentInstance.

virtual void GClasses::GContextLSTM::clearBlame ( )

overridevirtual

Implements GClasses::GContextRecurrentInstance.

virtual void GClasses::GContextLSTM::forwardProp ( GContextRecurrentInstance *  pPrev, const GVec &  input, GVec &  output  )

overridevirtual

Implements GClasses::GContextRecurrentInstance.

virtual void GClasses::GContextLSTM::resetState ( )

overridevirtual

Resets the state of all recurrent blocks. (This is called whenever a recurrent neural network begins with a new sequence, either for training or testing.)

Implements GClasses::GContext.

virtual void GClasses::GContextLSTM::updateGradient ( GContextRecurrentInstance *  prev, const GVec &  input, GVec &  gradient  ) const

overridevirtual

Implements GClasses::GContextRecurrentInstance.

Member Data Documentation

GVec GClasses::GContextLSTM::m_blamec

GVec GClasses::GContextLSTM::m_blamef

GVec GClasses::GContextLSTM::m_blameh

GVec GClasses::GContextLSTM::m_blameo

GVec GClasses::GContextLSTM::m_blamet

const GBlockLSTM& GClasses::GContextLSTM::m_block

GVec GClasses::GContextLSTM::m_buf1

GVec GClasses::GContextLSTM::m_buf2

GVec GClasses::GContextLSTM::m_c

GVec GClasses::GContextLSTM::m_f

GVec GClasses::GContextLSTM::m_h

GVec GClasses::GContextLSTM::m_o

GVec GClasses::GContextLSTM::m_t