layer_names.hpp

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#include <mlpack/core.hpp>
#include <mlpack/methods/ann/layer/layer.hpp>
#include <mlpack/methods/ann/layer/layer_types.hpp>
#include <boost/variant/static_visitor.hpp>
#include <string>
 
using namespace mlpack::ann;
 
class LayerNameVisitor : public boost::static_visitor<std::string>
{
 public:
  LayerNameVisitor()
  {
  }
 
  std::string LayerString(AdaptiveMaxPooling<> * /*layer*/) const
  {
    return "adaptivemaxpooling";
  }
 
  std::string LayerString(AdaptiveMeanPooling<> * /*layer*/) const
  {
    return "adaptivemeanpooling";
  }
 
  std::string LayerString(AtrousConvolution<>* /*layer*/) const
  {
    return "atrousconvolution";
  }
 
  std::string LayerString(AlphaDropout<>* /*layer*/) const
  {
    return "alphadropout";
  }
 
  std::string LayerString(BatchNorm<>* /*layer*/) const
  {
    return "batchnorm";
  }
 
  std::string LayerString(Constant<>* /*layer*/) const
  {
    return "constant";
  }
 
  std::string LayerString(Convolution<>* /*layer*/) const
  {
    return "convolution";
  }
 
  std::string LayerString(DropConnect<>* /*layer*/) const
  {
    return "dropconnect";
  }
 
  std::string LayerString(Dropout<>* /*layer*/) const
  {
    return "dropout";
  }
 
  std::string LayerString(FlexibleReLU<>* /*layer*/) const
  {
    return "flexiblerelu";
  }
 
  std::string LayerString(LayerNorm<>* /*layer*/) const
  {
    return "layernorm";
  }
 
  std::string LayerString(Linear<>* /*layer*/) const
  {
    return "linear";
  }
 
  std::string LayerString(LinearNoBias<>* /*layer*/) const
  {
    return "linearnobias";
  }
 
  std::string LayerString(NoisyLinear<>* /*layer*/) const
  {
    return "noisylinear";
  }
 
  std::string LayerString(MaxPooling<>* /*layer*/) const
  {
    return "maxpooling";
  }
 
  std::string LayerString(MeanPooling<>* /*layer*/) const
  {
    return "meanpooling";
  }
 
  std::string LayerString(MultiplyConstant<>* /*layer*/) const
  {
    return "multiplyconstant";
  }
 
  std::string LayerString(ReLULayer<>* /*layer*/) const
  {
    return "relu";
  }
 
  std::string LayerString(TransposedConvolution<>* /*layer*/) const
  {
    return "transposedconvolution";
  }
 
  std::string LayerString(IdentityLayer<>* /*layer*/) const
  {
    return "identity";
  }
 
  std::string LayerString(TanHLayer<>* /*layer*/) const
  {
    return "tanh";
  }
 
  std::string LayerString(ELU<>* /*layer*/) const
  {
    return "elu";
  }
 
  std::string LayerString(HardTanH<>* /*layer*/) const
  {
    return "hardtanh";
  }
 
  std::string LayerString(LeakyReLU<>* /*layer*/) const
  {
    return "leakyrelu";
  }
 
  std::string LayerString(PReLU<>* /*layer*/) const
  {
    return "prelu";
  }
 
  std::string LayerString(SigmoidLayer<>* /*layer*/) const
  {
    return "sigmoid";
  }
 
  std::string LayerString(LogSoftMax<>* /*layer*/) const
  {
    return "logsoftmax";
  }
 
  /*
   * Return the name of the given layer of type LSTM as a string.
   *
   * @param * Given layer of type LSTM.
   * @return The string representation of the layer.
   */
  std::string LayerString(LSTM<>* /*layer*/) const
  {
    return "lstm";
  }
 
  std::string LayerString(CReLU<>* /*layer*/) const
  {
    return "crelu";
  }
 
  std::string LayerString(Highway<>* /*layer*/) const
  {
    return "highway";
  }
 
  std::string LayerString(GRU<>* /*layer*/) const
  {
    return "gru";
  }
 
  std::string LayerString(Glimpse<>* /*layer*/) const
  {
    return "glimpse";
  }
 
  std::string LayerString(FastLSTM<>* /*layer*/) const
  {
    return "fastlstm";
  }
 
  std::string LayerString(WeightNorm<>* /*layer*/) const
  {
    return "weightnorm";
  }
 
  template<typename T>
  std::string LayerString(T* /*layer*/) const
  {
    return "unsupported";
  }
 
  std::string operator()(MoreTypes layer) const
  {
    return layer.apply_visitor(*this);
  }
 
  template<typename LayerType>
  std::string operator()(LayerType* layer) const
  {
    return LayerString(layer);
  }
};