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

#include <ebl_energy.h>

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

List of all members.

Public Member Functions
	cross_entropy_energy (const char *name="cross_entropy_energy")
virtual void	fprop (Tstate &in1, Tstate &in2, Tstate &energy)
	fprop: compute output from input
virtual void	bprop (Tstate &in1, Tstate &in2, Tstate &energy)
	bprop: compute gradient wrt inputs, given gradient wrt output
virtual void	bbprop (Tstate &in1, Tstate &in2, Tstate &energy)
	bprop: compute diaghession wrt inputs, given diaghessian wrt output
virtual void	infer2_copy (Tstate &i1, Tstate &i2, Tstate &energy)
virtual std::string	describe ()
	Returns a string describing this module and its parameters.
Protected Attributes
idx< T >	tmp
	Buffer for temporary operations.

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Detailed Description

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

A cross-entropy energy module for multinomiol logistic regression. Energy equals: - desired where desired is a 1-of-n encoding of the groundtruth class.

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

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