ebl::msc_module< T, Tstate > Class Template Reference

#include <ebl_march.h>

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

List of all members.

Public Member Functions
	msc_module (std::vector< module_1_1< T, Tstate > * > &pipes, uint nsize=1, uint stride=1, uint nsize2=0, const char *name="msc_module")
virtual	~msc_module ()
	Destructor.
virtual fidxdim	fprop_size (fidxdim &i_size)
virtual fidxdim	bprop_size (const fidxdim &o_size)
virtual mfidxdim	bprop_size (mfidxdim &o_size)
virtual std::string	describe ()
	Returns a string describing this module and its parameters.
Protected Member Functions
virtual void	init_fprop (mstate< Tstate > &in, mstate< Tstate > &out)
	Prepare pipes and buffer for fprop.
Protected Attributes
uint	nsize
uint	stride
	Groups size.
uint	nsize2
	Stride for regular groups.

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Detailed Description

template<typename T, class Tstate = bbstate_idx<T>>
class ebl::msc_module< T, Tstate >

A "convolutional" version of ms_module, where pipes are applied to a set of inputs with a certain stride.

---

Constructor & Destructor Documentation

template<typename T , class Tstate >

ebl::msc_module< T, Tstate >::msc_module	(	std::vector< module_1_1< T, Tstate > * > &	pipes,
		uint	nsize = 1,
		uint	stride = 1,
		uint	nsize2 = 0,
		const char *	name = "msc_module< T, Tstate >"
	)

Constructor a multi-state module where each state goes through one of 'pipes' pipe, and each pipe sees groups of 'nsize' inputs with stride 'stride'.

Parameters:

nsize2

If non-zero, this defines the size of higher level groups of inputs, i.e. regular grouping will be applied to each of these higher groups individually.

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Member Function Documentation

template<typename T , class Tstate >

fidxdim ebl::msc_module< T, Tstate >::bprop_size

(

const fidxdim &

o_size

)

[virtual]

given the output dimensions, returns the input dimensions. the implementation of this method helps automatic scaling of input data but is optional.

Reimplemented from ebl::ms_module< T, Tstate >.

template<typename T , class Tstate >

mfidxdim ebl::msc_module< T, Tstate >::bprop_size

(

mfidxdim &

o_size

)

[virtual]

Given the multi-output dimensions, returns the multi-input dimensions. the implementation of this method helps automatic scaling of input data but is optional.

Reimplemented from ebl::ms_module< T, Tstate >.

template<typename T , class Tstate >

fidxdim ebl::msc_module< T, Tstate >::fprop_size

(

fidxdim &

i_size

)

[virtual]

given the input dimensions, modifies it to be compliant with module's architecture, and returns the output dimensions corresponding to modified input dimensions. the implementation of this method helps automatic scaling of input data but is optional.

Reimplemented from ebl::ms_module< T, Tstate >.

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

• /home/rex/ebltrunk/core/libeblearn/include/ebl_march.h
• /home/rex/ebltrunk/core/libeblearn/include/ebl_march.hpp