mlpack
forward_visitor.hpp
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1 
13 #ifndef MLPACK_METHODS_ANN_VISITOR_FORWARD_VISITOR_HPP
14 #define MLPACK_METHODS_ANN_VISITOR_FORWARD_VISITOR_HPP
15 
16 #include <mlpack/methods/ann/layer/layer_traits.hpp>
17 #include <mlpack/methods/ann/layer/layer_types.hpp>
18 
19 #include <boost/variant.hpp>
20 
21 namespace mlpack {
22 namespace ann {
23 
28 class ForwardVisitor : public boost::static_visitor<void>
29 {
30  public:
32  ForwardVisitor(const arma::mat& input, arma::mat& output);
33 
35  template<typename LayerType>
36  void operator()(LayerType* layer) const;
37 
38  void operator()(MoreTypes layer) const;
39 
40  private:
42  const arma::mat& input;
43 
45  arma::mat& output;
46 };
47 
48 } // namespace ann
49 } // namespace mlpack
50 
51 // Include implementation.
52 #include "forward_visitor_impl.hpp"
53 
54 #endif
layer_traits.hpp
mlpack
Linear algebra utility functions, generally performed on matrices or vectors.
Definition: add_to_cli11.hpp:21
mlpack::ann::ForwardVisitor::ForwardVisitor
ForwardVisitor(const arma::mat &input, arma::mat &output)
Execute the Forward() function given the input and output parameter.
mlpack::ann::ForwardVisitor
ForwardVisitor executes the Forward() function given the input and output parameter.
Definition: forward_visitor.hpp:28
mlpack::ann::ForwardVisitor::operator()
void operator()(LayerType *layer) const
Execute the Forward() function.
layer_types.hpp
mlpack::ann::MoreTypes
boost::variant< FlexibleReLU< arma::mat, arma::mat > *, Linear3D< arma::mat, arma::mat, NoRegularizer > *, LpPooling< arma::mat, arma::mat > *, PixelShuffle< arma::mat, arma::mat > *, ChannelShuffle< arma::mat, arma::mat > *, Glimpse< arma::mat, arma::mat > *, Highway< arma::mat, arma::mat > *, MultiheadAttention< arma::mat, arma::mat, NoRegularizer > *, Recurrent< arma::mat, arma::mat > *, RecurrentAttention< arma::mat, arma::mat > *, ReinforceNormal< arma::mat, arma::mat > *, ReLU6< arma::mat, arma::mat > *, Reparametrization< arma::mat, arma::mat > *, Select< arma::mat, arma::mat > *, SpatialDropout< arma::mat, arma::mat > *, Subview< arma::mat, arma::mat > *, VRClassReward< arma::mat, arma::mat > *, VirtualBatchNorm< arma::mat, arma::mat > *, RBF< arma::mat, arma::mat, GaussianFunction > *, BaseLayer< GaussianFunction, arma::mat, arma::mat > *, PositionalEncoding< arma::mat, arma::mat > *, ISRLU< arma::mat, arma::mat > *, BicubicInterpolation< arma::mat, arma::mat > *, NearestInterpolation< arma::mat, arma::mat > *, GroupNorm< arma::mat, arma::mat > *> MoreTypes
Definition: layer_types.hpp:255