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parameters_set_visitor.hpp
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1 
13 #ifndef MLPACK_METHODS_ANN_VISITOR_PARAMETERS_SET_VISITOR_HPP
14 #define MLPACK_METHODS_ANN_VISITOR_PARAMETERS_SET_VISITOR_HPP
15 
18 
19 #include <boost/variant.hpp>
20 
21 namespace mlpack {
22 namespace ann {
23 
27 class ParametersSetVisitor : public boost::static_visitor<void>
28 {
29  public:
31  ParametersSetVisitor(arma::mat&& parameters);
32 
34  template<typename LayerType>
35  void operator()(LayerType *layer) const;
36 
37  private:
39  arma::mat&& parameters;
40 
43  template<typename T, typename P>
44  typename std::enable_if<
45  !HasParametersCheck<T, P&(T::*)()>::value, void>::type
46  LayerParameters(T* layer, P& output) const;
47 
50  template<typename T, typename P>
51  typename std::enable_if<
52  HasParametersCheck<T, P&(T::*)()>::value, void>::type
53  LayerParameters(T* layer, P& output) const;
54 };
55 
56 } // namespace ann
57 } // namespace mlpack
58 
59 // Include implementation.
60 #include "parameters_set_visitor_impl.hpp"
61 
62 #endif
arma::mat && parameters
The parameters set.
Linear algebra utility functions, generally performed on matrices or vectors.
Definition: binarize.hpp:18
ParametersSetVisitor update the parameters set using the given matrix.
void operator()(LayerType *layer) const
Update the parameters set.
std::enable_if< !HasParametersCheck< T, P &(T::*)()>::value, void >::type LayerParameters(T *layer, P &output) const
Do not update the parameters set if the module doesn&#39;t implement the Parameters() function...
ParametersSetVisitor(arma::mat &&parameters)
Update the parameters set given the parameters matrix.