rnn_layer.hpp

#ifndef CAFFE_RNN_LAYER_HPP_
#define CAFFE_RNN_LAYER_HPP_
 
#include <string>
#include <utility>
#include <vector>
 
#include "caffe/blob.hpp"
#include "caffe/common.hpp"
#include "caffe/layer.hpp"
#include "caffe/layers/recurrent_layer.hpp"
#include "caffe/net.hpp"
#include "caffe/proto/caffe.pb.h"
 
namespace caffe {
 
template <typename Dtype> class RecurrentLayer;
 
template <typename Dtype>
class RNNLayer : public RecurrentLayer<Dtype> {
 public:
  explicit RNNLayer(const LayerParameter& param)
      : RecurrentLayer<Dtype>(param) {}
 
  virtual inline const char* type() const { return "RNN"; }
 
 protected:
  virtual void FillUnrolledNet(NetParameter* net_param) const;
  virtual void RecurrentInputBlobNames(vector<string>* names) const;
  virtual void RecurrentOutputBlobNames(vector<string>* names) const;
  virtual void RecurrentInputShapes(vector<BlobShape>* shapes) const;
  virtual void OutputBlobNames(vector<string>* names) const;
};
 
}  // namespace caffe
 
#endif  // CAFFE_RNN_LAYER_HPP_