This module applies a gain per unit (like a diagonal linear module). More...

#include <ebl_basic.h>

Inheritance diagram for ebl::diag_module< T, Tstate >:

Public Member Functions
	diag_module (parameter< T, Tstate > p, intg thickness, const char name="diag")
virtual	~diag_module ()
	Destructor.
virtual void	fprop (Tstate &in, Tstate &out)
	forward propagation from in to out
virtual void	bprop (Tstate &in, Tstate &out)
	backward propagation from out to in
virtual void	bbprop (Tstate &in, Tstate &out)
	second-derivative backward propagation from out to in
virtual bool	resize_output (Tstate &in, Tstate &out)
virtual void	load_x (idx< T > &weights)
	Copy passed weights into x component of internal weights.
virtual std::string	describe ()
	Returns a string describing this module and its parameters.
virtual diag_module< T, Tstate > *	copy (parameter< T, Tstate > *p=NULL)
Protected Attributes
Tstate	coeff

Detailed Description

This module applies a gain per unit (like a diagonal linear module).

Constructor & Destructor Documentation

template<typename T , class Tstate >

ebl::diag_module< T, Tstate >::diag_module	(	parameter< T, Tstate > *	p,
		intg	thickness,
		const char *	name = `"diag"`
	)

Constructor.

Parameters:

p	is used to store all parametric variables in a single place. If p is null, a local buffer will be used.
thickness	The number of feature maps.

template<typename T , class Tstate >

diag_module< T, Tstate > * ebl::diag_module< T, Tstate >::copy ( parameter< T, Tstate > * p = NULL ) [virtual]

Returns a deep copy of this module.

Parameters:

p	If NULL, reuse current parameter space, otherwise allocate new weights on parameter 'p'.

template<typename T , class Tstate >

bool ebl::diag_module< T, Tstate >::resize_output	(	Tstate &	in,
		Tstate &	out
	)		`[virtual]`

resize the output based on input dimensions This returns true if output was resized/reallocated, false otherwise.

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