base_layer.hpp File Reference
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Classes | |
| class | BaseLayer< ActivationFunction, MatType > |
| Implementation of the base layer. More... | |
Namespaces | |
| mlpack | |
Linear algebra utility functions, generally performed on matrices or vectors. | |
| mlpack::ann | |
Artificial Neural Network. | |
Typedefs | |
| typedef BaseLayer< ElishFunction, arma::mat > | Elish |
| Standard ELiSH-Layer using the ELiSH activation function. More... | |
template < typename MatType = arma::mat > | |
| using | ElishType = BaseLayer< ElishFunction, MatType > |
| typedef BaseLayer< ElliotFunction, arma::mat > | Elliot |
| Standard Elliot-Layer using the Elliot activation function. More... | |
template < typename MatType = arma::mat > | |
| using | ElliotType = BaseLayer< ElliotFunction, MatType > |
| typedef BaseLayer< GaussianFunction, arma::mat > | Gaussian |
| Standard Gaussian-Layer using the Gaussian activation function. More... | |
template < typename MatType = arma::mat > | |
| using | GaussianType = BaseLayer< GaussianFunction, MatType > |
| typedef BaseLayer< GELUFunction, arma::mat > | GELU |
| Standard GELU-Layer using the GELU activation function. More... | |
template < typename MatType = arma::mat > | |
| using | GELUType = BaseLayer< GELUFunction, MatType > |
| typedef BaseLayer< HardSigmoidFunction, arma::mat > | HardSigmoid |
| Standard HardSigmoid-Layer using the HardSigmoid activation function. More... | |
template < typename MatType = arma::mat > | |
| using | HardSigmoidType = BaseLayer< HardSigmoidFunction, MatType > |
| typedef BaseLayer< HardSwishFunction, arma::mat > | HardSwish |
| Standard HardSwish-Layer using the HardSwish activation function. More... | |
template < typename MatType = arma::mat > | |
| using | HardSwishType = BaseLayer< HardSwishFunction, MatType > |
| typedef BaseLayer< LiSHTFunction, arma::mat > | LiSHT |
| Standard LiSHT-Layer using the LiSHT activation function. More... | |
template < typename MatType = arma::mat > | |
| using | LiSHTType = BaseLayer< LiSHTFunction, MatType > |
| typedef BaseLayer< MishFunction, arma::mat > | Mish |
| Standard Mish-Layer using the Mish activation function. More... | |
template < typename MatType = arma::mat > | |
| using | MishType = BaseLayer< MishFunction, MatType > |
| typedef BaseLayer< RectifierFunction, arma::mat > | ReLU |
| Standard rectified linear unit non-linearity layer. More... | |
template < typename MatType = arma::mat > | |
| using | ReLUType = BaseLayer< RectifierFunction, MatType > |
| typedef BaseLayer< LogisticFunction, arma::mat > | Sigmoid |
| Standard Sigmoid-Layer using the logistic activation function. More... | |
template < typename MatType = arma::mat > | |
| using | SigmoidType = BaseLayer< LogisticFunction, MatType > |
| typedef BaseLayer< SILUFunction, arma::mat > | SILU |
| Standard SILU-Layer using the SILU activation function. More... | |
template < typename MatType = arma::mat > | |
| using | SILUType = BaseLayer< SILUFunction, MatType > |
| typedef BaseLayer< SoftplusFunction, arma::mat > | SoftPlus |
| Standard Softplus-Layer using the Softplus activation function. More... | |
template < typename MatType = arma::mat > | |
| using | SoftPlusType = BaseLayer< SoftplusFunction, MatType > |
| typedef BaseLayer< SwishFunction, arma::mat > | Swish |
| Standard Swish-Layer using the Swish activation function. More... | |
template < typename MatType = arma::mat > | |
| using | SwishType = BaseLayer< SwishFunction, MatType > |
| typedef BaseLayer< TanhFunction, arma::mat > | TanH |
| Standard hyperbolic tangent layer. More... | |
| typedef BaseLayer< TanhExpFunction, arma::mat > | TanhExp |
| Standard TanhExp-Layer using the TanhExp activation function. More... | |
template < typename MatType = arma::mat > | |
| using | TanhExpType = BaseLayer< TanhExpFunction, MatType > |
template < typename MatType = arma::mat > | |
| using | TanHType = BaseLayer< TanhFunction, MatType > |
Detailed Description
Definition of the BaseLayer class, which attaches various functions to the embedding layer.
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 base_layer.hpp.