ROOT 6.10/09 Reference Guide |
#include "TMatrixT.h"
#include "TMVA/DNN/Architectures/Reference.h"
#include "TMVA/DNN/Functions.h"
#include "TMVA/DNN/Net.h"
#include "Utility.h"
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... | |
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.
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.
auto testIdentity | ( | size_t | ntests | ) | -> typename Architecture::Scalar_t |
Test application of identity function to matrix.
Definition at line 42 of file TestActivationFunctions.h.
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.
auto testRelu | ( | size_t | ntests | ) | -> typename Architecture::Scalar_t |
Test application of ReLU function to matrix.
Definition at line 101 of file TestActivationFunctions.h.
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.
auto testSigmoid | ( | size_t | ntests | ) | -> typename Architecture::Scalar_t |
Test application of Sigmoid function to matrix.
Definition at line 160 of file TestActivationFunctions.h.
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.
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.
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.
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.
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.
auto testTanh | ( | size_t | ntests | ) | -> typename Architecture::Scalar_t |
Test application of tanh function to matrix.
Definition at line 222 of file TestActivationFunctions.h.
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.