ann_test_tools.hpp File Reference

#include <mlpack/core.hpp>

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Functions
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)
template<typename ModuleType >
double	JacobianTest (ModuleType &module, arma::mat &input, const double minValue=-2, const double maxValue=-1, const double perturbation=1e-6)
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<class FunctionType >
double	CheckGradient (FunctionType &function, const double eps=1e-7)
template<class FunctionType >
double	CheckRegularizerGradient (FunctionType &function, const double eps=1e-7)

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.