doxygen/hinge__loss__layer_8hpp_source.html

 #ifndef CAFFE_HINGE_LOSS_LAYER_HPP_
 #define CAFFE_HINGE_LOSS_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 HingeLossLayer : public LossLayer<Dtype> {
  public:
   explicit HingeLossLayer(const LayerParameter& param)
       : LossLayer<Dtype>(param) {}

   virtual inline const char* type() const { return "HingeLoss"; }

  protected:
   virtual void Forward_cpu(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);
 };


 }  // namespace caffe

 #endif  // CAFFE_HINGE_LOSS_LAYER_HPP_
caffe
A layer factory that allows one to register layers. During runtime, registered layers can be called b...
Definition: blob.hpp:14

caffe::HingeLossLayer::Forward_cpu
virtual void Forward_cpu(const vector< Blob< Dtype > *> &bottom, const vector< Blob< Dtype > *> &top)
Computes the hinge loss for a one-of-many classification task.
Definition: hinge_loss_layer.cpp:10

caffe::HingeLossLayer
Computes the hinge loss for a one-of-many classification task.
Definition: hinge_loss_layer.hpp:58

caffe::HingeLossLayer::Backward_cpu
virtual void Backward_cpu(const vector< Blob< Dtype > *> &top, const vector< bool > &propagate_down, const vector< Blob< Dtype > *> &bottom)
Computes the hinge loss error gradient w.r.t. the predictions.
Definition: hinge_loss_layer.cpp:43

caffe::LossLayer
An interface for Layers that take two Blobs as input – usually (1) predictions and (2) ground-truth ...
Definition: loss_layer.hpp:23

caffe::HingeLossLayer::type
virtual const char * type() const
Returns the layer type.
Definition: hinge_loss_layer.hpp:63

caffe::Blob
A wrapper around SyncedMemory holders serving as the basic computational unit through which Layers...
Definition: blob.hpp:24