mlpack 3.4.2
output_width_visitor.hpp
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1
14#ifndef MLPACK_METHODS_ANN_VISITOR_OUTPUT_WIDTH_VISITOR_HPP
15#define MLPACK_METHODS_ANN_VISITOR_OUTPUT_WIDTH_VISITOR_HPP
16
18
19#include <boost/variant.hpp>
20
21namespace mlpack {
22namespace ann {
23
27class OutputWidthVisitor : public boost::static_visitor<size_t>
28{
29 public:
31 template<typename LayerType>
32 size_t operator()(LayerType* layer) const;
33
34 size_t operator()(MoreTypes layer) const;
35
36 private:
39 template<typename T>
40 typename std::enable_if<
41 !HasInputWidth<T, size_t&(T::*)()>::value &&
42 !HasModelCheck<T>::value, size_t>::type
43 LayerOutputWidth(T* layer) const;
44
47 template<typename T>
48 typename std::enable_if<
49 HasInputWidth<T, size_t&(T::*)()>::value &&
50 !HasModelCheck<T>::value, size_t>::type
51 LayerOutputWidth(T* layer) const;
52
54 template<typename T>
55 typename std::enable_if<
56 !HasInputWidth<T, size_t&(T::*)()>::value &&
57 HasModelCheck<T>::value, size_t>::type
58 LayerOutputWidth(T* layer) const;
59
62 template<typename T>
63 typename std::enable_if<
64 HasInputWidth<T, size_t&(T::*)()>::value &&
65 HasModelCheck<T>::value, size_t>::type
66 LayerOutputWidth(T* layer) const;
67};
68
69} // namespace ann
70} // namespace mlpack
71
72// Include implementation.
73#include "output_width_visitor_impl.hpp"
74
75#endif
OutputWidthVisitor exposes the OutputWidth() method of the given module.
size_t operator()(MoreTypes layer) const
size_t operator()(LayerType *layer) const
Return the output width.
boost::variant< Linear3D< arma::mat, arma::mat, NoRegularizer > *, 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 > *, Reparametrization< arma::mat, arma::mat > *, Select< arma::mat, arma::mat > *, Sequential< arma::mat, arma::mat, false > *, Sequential< arma::mat, arma::mat, true > *, 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 > * > MoreTypes
Linear algebra utility functions, generally performed on matrices or vectors.
Definition: cv.hpp:1