mlpack
parameters_visitor.hpp
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1 
13 #ifndef MLPACK_METHODS_ANN_VISITOR_PARAMETERS_VISITOR_HPP
14 #define MLPACK_METHODS_ANN_VISITOR_PARAMETERS_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 ParametersVisitor : public boost::static_visitor<void>
29 {
30  public:
32  ParametersVisitor(arma::mat& parameters);
33 
35  template<typename LayerType>
36  void operator()(LayerType* layer) const;
37 
38  void operator()(MoreTypes layer) const;
39 
40  private:
42  arma::mat& parameters;
43 
46  template<typename T, typename P>
47  typename std::enable_if<
48  !HasParametersCheck<T, P&(T::*)()>::value, void>::type
49  LayerParameters(T* layer, P& output) const;
50 
52  template<typename T, typename P>
53  typename std::enable_if<
54  HasParametersCheck<T, P&(T::*)()>::value, void>::type
55  LayerParameters(T* layer, P& output) const;
56 };
57 
58 } // namespace ann
59 } // namespace mlpack
60 
61 // Include implementation.
62 #include "parameters_visitor_impl.hpp"
63 
64 #endif
layer_traits.hpp
mlpack
Linear algebra utility functions, generally performed on matrices or vectors.
Definition: add_to_cli11.hpp:21
mlpack::ann::ParametersVisitor::ParametersVisitor
ParametersVisitor(arma::mat &parameters)
Store the parameters set into the given parameters matrix.
mlpack::ann::ParametersVisitor::operator()
void operator()(LayerType *layer) const
Set the parameters set.
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
mlpack::ann::ParametersVisitor
ParametersVisitor exposes the parameters set of the given module and stores the parameters set into t...
Definition: parameters_visitor.hpp:28