Logo ROOT   6.07/09
Reference Guide
Functions
TestActivationFunctions.h File Reference
#include "TMatrixT.h"
#include "TMVA/DNN/Architectures/Reference.h"
#include "TMVA/DNN/Functions.h"
#include "TMVA/DNN/Net.h"
#include "Utility.h"
Include dependency graph for TestActivationFunctions.h:
This graph shows which files directly or indirectly include this file:

Functions

template<typename Architecture >
auto testGauss (size_t ntests) -> typename Architecture::Scalar_t
 Test application of Gauss activation function to matrix. More...
 
template<typename Architecture >
auto testGaussDerivative (size_t ntests) -> typename Architecture::Scalar_t
 Test computation of the first derivative of the Gauss activation function. More...
 
template<typename Architecture >
auto testIdentity (size_t ntests) -> typename Architecture::Scalar_t
 Test application of identity function to matrix. More...
 
template<typename Architecture >
auto testIdentityDerivative (size_t ntests) -> typename Architecture::Scalar_t
 Test computation of the first derivative of the identity function. More...
 
template<typename Architecture >
auto testRelu (size_t ntests) -> typename Architecture::Scalar_t
 Test application of ReLU function to matrix. More...
 
template<typename Architecture >
auto testReluDerivative (size_t ntests) -> typename Architecture::Scalar_t
 Test computation of the first derivative of the ReLU function. More...
 
template<typename Architecture >
auto testSigmoid (size_t ntests) -> typename Architecture::Scalar_t
 Test application of Sigmoid function to matrix. More...
 
template<typename Architecture >
auto testSigmoidDerivative (size_t ntests) -> typename Architecture::Scalar_t
 Test computation of the first derivative of the ReLU function. More...
 
template<typename Architecture >
auto testSoftSign (size_t ntests) -> typename Architecture::Scalar_t
 Test application of symmetric soft sign function to matrix. More...
 
template<typename Architecture >
auto testSoftSignDerivative (size_t ntests) -> typename Architecture::Scalar_t
 Test computation of the first derivative of the soft sign function. More...
 
template<typename Architecture >
auto testSymmetricRelu (size_t ntests) -> typename Architecture::Scalar_t
 Test application of symmetric ReLU function to matrix. More...
 
template<typename Architecture >
auto testSymmetricReluDerivative (size_t ntests) -> typename Architecture::Scalar_t
 Test computation of the first derivative of the symmetric ReLU function. More...
 
template<typename Architecture >
auto testTanh (size_t ntests) -> typename Architecture::Scalar_t
 Test application of tanh function to matrix. More...
 
template<typename Architecture >
auto testTanhDerivative (size_t ntests) -> typename Architecture::Scalar_t
 Test computation of the first derivative of the tanh function. More...
 

Function Documentation

template<typename Architecture >
auto testGauss ( size_t  ntests) -> typename Architecture::Scalar_t

Test application of Gauss activation function to matrix.

Definition at line 407 of file TestActivationFunctions.h.

template<typename Architecture >
auto testGaussDerivative ( size_t  ntests) -> typename Architecture::Scalar_t

Test computation of the first derivative of the Gauss activation function.

Definition at line 434 of file TestActivationFunctions.h.

template<typename Architecture >
auto testIdentity ( size_t  ntests) -> typename Architecture::Scalar_t

Test application of identity function to matrix.

Definition at line 42 of file TestActivationFunctions.h.

template<typename Architecture >
auto testIdentityDerivative ( size_t  ntests) -> typename Architecture::Scalar_t

Test computation of the first derivative of the identity function.

Definition at line 68 of file TestActivationFunctions.h.

template<typename Architecture >
auto testRelu ( size_t  ntests) -> typename Architecture::Scalar_t

Test application of ReLU function to matrix.

Definition at line 101 of file TestActivationFunctions.h.

template<typename Architecture >
auto testReluDerivative ( size_t  ntests) -> typename Architecture::Scalar_t

Test computation of the first derivative of the ReLU function.

Definition at line 128 of file TestActivationFunctions.h.

template<typename Architecture >
auto testSigmoid ( size_t  ntests) -> typename Architecture::Scalar_t

Test application of Sigmoid function to matrix.

Definition at line 160 of file TestActivationFunctions.h.

template<typename Architecture >
auto testSigmoidDerivative ( size_t  ntests) -> typename Architecture::Scalar_t

Test computation of the first derivative of the ReLU function.

Definition at line 187 of file TestActivationFunctions.h.

template<typename Architecture >
auto testSoftSign ( size_t  ntests) -> typename Architecture::Scalar_t

Test application of symmetric soft sign function to matrix.

Definition at line 345 of file TestActivationFunctions.h.

template<typename Architecture >
auto testSoftSignDerivative ( size_t  ntests) -> typename Architecture::Scalar_t

Test computation of the first derivative of the soft sign function.

Definition at line 372 of file TestActivationFunctions.h.

template<typename Architecture >
auto testSymmetricRelu ( size_t  ntests) -> typename Architecture::Scalar_t

Test application of symmetric ReLU function to matrix.

Definition at line 284 of file TestActivationFunctions.h.

template<typename Architecture >
auto testSymmetricReluDerivative ( size_t  ntests) -> typename Architecture::Scalar_t

Test computation of the first derivative of the symmetric ReLU function.

Definition at line 311 of file TestActivationFunctions.h.

template<typename Architecture >
auto testTanh ( size_t  ntests) -> typename Architecture::Scalar_t

Test application of tanh function to matrix.

Definition at line 222 of file TestActivationFunctions.h.

template<typename Architecture >
auto testTanhDerivative ( size_t  ntests) -> typename Architecture::Scalar_t

Test computation of the first derivative of the tanh function.

Definition at line 249 of file TestActivationFunctions.h.