accuracy_layer.hpp

#ifndef CAFFE_ACCURACY_LAYER_HPP_
#define CAFFE_ACCURACY_LAYER_HPP_
 
#include <vector>
 
#include "caffe/blob.hpp"
#include "caffe/layer.hpp"
#include "caffe/proto/caffe.pb.h"
 
#include "caffe/layers/loss_layer.hpp"
 
namespace caffe {
 
template <typename Dtype>
class AccuracyLayer : public Layer<Dtype> {
 public:
  explicit AccuracyLayer(const LayerParameter& param)
      : Layer<Dtype>(param) {}
  virtual void LayerSetUp(const vector<Blob<Dtype>*>& bottom,
      const vector<Blob<Dtype>*>& top);
  virtual void Reshape(const vector<Blob<Dtype>*>& bottom,
      const vector<Blob<Dtype>*>& top);
 
  virtual inline const char* type() const { return "Accuracy"; }
  virtual inline int ExactNumBottomBlobs() const { return 2; }
 
  // If there are two top blobs, then the second blob will contain
  // accuracies per class.
  virtual inline int MinTopBlobs() const { return 1; }
  virtual inline int MaxTopBlobs() const { return 2; }
 
 protected:
  virtual void Forward_cpu(const vector<Blob<Dtype>*>& bottom,
      const vector<Blob<Dtype>*>& top);
  virtual void Forward_gpu(const vector<Blob<Dtype>*>& bottom,
      const vector<Blob<Dtype>*>& top);
 
 
  virtual void Backward_cpu(const vector<Blob<Dtype>*>& top,
      const vector<bool>& propagate_down, const vector<Blob<Dtype>*>& bottom) {
    for (int i = 0; i < propagate_down.size(); ++i) {
      if (propagate_down[i]) { NOT_IMPLEMENTED; }
    }
  }
  virtual void Backward_gpu(const vector<Blob<Dtype>*>& top,
      const vector<bool>& propagate_down, const vector<Blob<Dtype>*>& bottom);
 
  int label_axis_, outer_num_, inner_num_;
 
  int top_k_;
 
  bool has_ignore_label_;
  int ignore_label_;
  Blob<Dtype> nums_buffer_;
};
 
}  // namespace caffe
 
#endif  // CAFFE_ACCURACY_LAYER_HPP_