doxygen/argmax__layer_8hpp_source.html

 #ifndef CAFFE_ARGMAX_LAYER_HPP_
 #define CAFFE_ARGMAX_LAYER_HPP_

 #include <vector>

 #include "caffe/blob.hpp"
 #include "caffe/layer.hpp"
 #include "caffe/proto/caffe.pb.h"

 namespace caffe {

 template <typename Dtype>
 class ArgMaxLayer : public Layer<Dtype> {
  public:
   explicit ArgMaxLayer(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 "ArgMax"; }
   virtual inline int ExactNumBottomBlobs() const { return 1; }
   virtual inline int ExactNumTopBlobs() const { return 1; }

  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) {
     NOT_IMPLEMENTED;
   }
   bool out_max_val_;
   size_t top_k_;
   bool has_axis_;
   int axis_;
 };

 }  // namespace caffe

 #endif  // CAFFE_ARGMAX_LAYER_HPP_
caffe::Layer
An interface for the units of computation which can be composed into a Net.
Definition: layer.hpp:33

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

caffe::ArgMaxLayer::LayerSetUp
virtual void LayerSetUp(const vector< Blob< Dtype > *> &bottom, const vector< Blob< Dtype > *> &top)
Does layer-specific setup: your layer should implement this function as well as Reshape.
Definition: argmax_layer.cpp:11

caffe::ArgMaxLayer::ExactNumBottomBlobs
virtual int ExactNumBottomBlobs() const
Returns the exact number of bottom blobs required by the layer, or -1 if no exact number is required...
Definition: argmax_layer.hpp:46

caffe::ArgMaxLayer
Compute the index of the  max values for each datum across all dimensions .
Definition: argmax_layer.hpp:24

caffe::ArgMaxLayer::type
virtual const char * type() const
Returns the layer type.
Definition: argmax_layer.hpp:45

caffe::ArgMaxLayer::Forward_cpu
virtual void Forward_cpu(const vector< Blob< Dtype > *> &bottom, const vector< Blob< Dtype > *> &top)
Definition: argmax_layer.cpp:55

caffe::ArgMaxLayer::ExactNumTopBlobs
virtual int ExactNumTopBlobs() const
Returns the exact number of top blobs required by the layer, or -1 if no exact number is required...
Definition: argmax_layer.hpp:47

caffe::ArgMaxLayer::Reshape
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: argmax_layer.cpp:33

caffe::ArgMaxLayer::ArgMaxLayer
ArgMaxLayer(const LayerParameter &param)
Definition: argmax_layer.hpp:38

caffe::ArgMaxLayer::Backward_cpu
virtual void Backward_cpu(const vector< Blob< Dtype > *> &top, const vector< bool > &propagate_down, const vector< Blob< Dtype > *> &bottom)
Not implemented (non-differentiable function)
Definition: argmax_layer.hpp:65

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