Include dependency graph for ann_test_tools.hpp:

Functions
template < class FunctionType >
double	CheckGradient (FunctionType &function, const double eps=1e-7)

template < class FunctionType >
double	CheckRegularizerGradient (FunctionType &function, const double eps=1e-7)

template < typename ModuleType >
double	CustomJacobianTest (ModuleType &module, arma::mat &input, const double perturbation=1e-6)

template < typename ModuleType >
double	JacobianPerformanceTest (ModuleType &module, arma::mat &input, arma::mat &target, const double eps=1e-6)

template < typename ModuleType >
double	JacobianTest (ModuleType &module, arma::mat &input, const double minValue=-2, const double maxValue=-1, const double perturbation=1e-6)

template < class T >
void	ResetFunction (T &layer, typename std::enable_if< HasResetCheck< T, void(T::)()>::value >::type =0)

template < class T >
void	ResetFunction (T &, typename std::enable_if<!HasResetCheck< T, void(T::)()>::value >::type =0)

Detailed Description

Author: Marcus Edel

This file includes some useful functions for ann tests.

mlpack is free software; you may redistribute it and/or modify it under the terms of the 3-clause BSD license. You should have received a copy of the 3-clause BSD license along with mlpack. If not, see http://www.opensource.org/licenses/BSD-3-Clause for more information.

Definition in file ann_test_tools.hpp.

Function Documentation

◆ CheckGradient()

double CheckGradient	(	FunctionType &	function,
		const double	eps = `1e-7`
	)

Definition at line 188 of file ann_test_tools.hpp.

◆ CheckRegularizerGradient()

double CheckRegularizerGradient	(	FunctionType &	function,
		const double	eps = `1e-7`
	)

Definition at line 223 of file ann_test_tools.hpp.

◆ CustomJacobianTest()

double CustomJacobianTest	(	ModuleType &	module,
		arma::mat &	input,
		const double	perturbation = `1e-6`
	)

Definition at line 105 of file ann_test_tools.hpp.

References ResetFunction().

◆ JacobianPerformanceTest()

double JacobianPerformanceTest	(	ModuleType &	module,
		arma::mat &	input,
		arma::mat &	target,
		const double	eps = `1e-6`
	)

Definition at line 155 of file ann_test_tools.hpp.

◆ JacobianTest()

double JacobianTest	(	ModuleType &	module,
		arma::mat &	input,
		const double	minValue = `-2`,
		const double	maxValue = `-1`,
		const double	perturbation = `1e-6`
	)

Definition at line 40 of file ann_test_tools.hpp.

References RandomInitialization::Initialize(), and ResetFunction().

◆ ResetFunction() [1/2]

void ResetFunction	(	T &	layer,
		typename std::enable_if< HasResetCheck< T, void(T::)()>::value >::type	= `0`
	)

Definition at line 22 of file ann_test_tools.hpp.

Referenced by CustomJacobianTest(), and JacobianTest().

◆ ResetFunction() [2/2]

void ResetFunction	(	T &	,
		typename std::enable_if<!HasResetCheck< T, void(T::)()>::value >::type	= `0`
	)

Definition at line 30 of file ann_test_tools.hpp.

Functions