Caffe
flatten_layer.hpp
1 #ifndef CAFFE_FLATTEN_LAYER_HPP_
2 #define CAFFE_FLATTEN_LAYER_HPP_
3 
4 #include <vector>
5 
6 #include "caffe/blob.hpp"
7 #include "caffe/layer.hpp"
8 #include "caffe/proto/caffe.pb.h"
9 
10 namespace caffe {
11 
22 template <typename Dtype>
23 class FlattenLayer : public Layer<Dtype> {
24  public:
25  explicit FlattenLayer(const LayerParameter& param)
26  : Layer<Dtype>(param) {}
27  virtual void Reshape(const vector<Blob<Dtype>*>& bottom,
28  const vector<Blob<Dtype>*>& top);
29 
30  virtual inline const char* type() const { return "Flatten"; }
31  virtual inline int ExactNumBottomBlobs() const { return 1; }
32  virtual inline int ExactNumTopBlobs() const { return 1; }
33 
34  protected:
43  virtual void Forward_cpu(const vector<Blob<Dtype>*>& bottom,
44  const vector<Blob<Dtype>*>& top);
45 
55  virtual void Backward_cpu(const vector<Blob<Dtype>*>& top,
56  const vector<bool>& propagate_down, const vector<Blob<Dtype>*>& bottom);
57 };
58 
59 } // namespace caffe
60 
61 #endif // CAFFE_FLATTEN_LAYER_HPP_
An interface for the units of computation which can be composed into a Net.
Definition: layer.hpp:33
A layer factory that allows one to register layers. During runtime, registered layers can be called b...
Definition: blob.hpp:14
virtual void Forward_cpu(const vector< Blob< Dtype > *> &bottom, const vector< Blob< Dtype > *> &top)
Definition: flatten_layer.cpp:30
virtual void Reshape(const vector< Blob< Dtype > *> &bottom, const vector< Blob< Dtype > *> &top)
Adjust the shapes of top blobs and internal buffers to accommodate the shapes of the bottom blobs...
Definition: flatten_layer.cpp:8
Reshapes the input Blob into flat vectors.
Definition: flatten_layer.hpp:23
virtual int ExactNumBottomBlobs() const
Returns the exact number of bottom blobs required by the layer, or -1 if no exact number is required...
Definition: flatten_layer.hpp:31
virtual int ExactNumTopBlobs() const
Returns the exact number of top blobs required by the layer, or -1 if no exact number is required...
Definition: flatten_layer.hpp:32
virtual const char * type() const
Returns the layer type.
Definition: flatten_layer.hpp:30
virtual void Backward_cpu(const vector< Blob< Dtype > *> &top, const vector< bool > &propagate_down, const vector< Blob< Dtype > *> &bottom)
Computes the error gradient w.r.t. the concatenate inputs.
Definition: flatten_layer.cpp:36
A wrapper around SyncedMemory holders serving as the basic computational unit through which Layers...
Definition: blob.hpp:24