1 #ifndef CONV_ONETOONE_EDGE_H_
2 #define CONV_ONETOONE_EDGE_H_
3 #include "edge_with_weight.h"
20 void AllocateMemoryBprop();
21 void AllocateMemoryFprop();
virtual void ComputeDown(Matrix &deriv_output, Matrix &input, Matrix &output, Matrix &deriv_input, bool overwrite)
Computes the derivative w.r.t the inputs of this edge given the derivative w.r.t the outputs of this ...
Definition: conv_onetoone_edge.cc:71
virtual void SetImageSize(int image_size)
Set the spatial size of the input to this edge.
Definition: conv_onetoone_edge.cc:7
virtual int GetNumModules() const
Returns the number of modules.
Definition: conv_onetoone_edge.h:16
An edge with one-to-one connectivity over spatial locations.
Definition: conv_onetoone_edge.h:7
virtual void ComputeOuter(Matrix &input, Matrix &deriv_output)
Computes the gradient for the weights and biases.
Definition: conv_onetoone_edge.cc:91
A GPU matrix class.
Definition: matrix.h:11
virtual void ComputeUp(Matrix &input, Matrix &output, bool overwrite)
Computes the output layer state given the input.
Definition: conv_onetoone_edge.cc:48
virtual void AllocateMemory(bool fprop_only)
Allocate memory for the model.
Definition: conv_onetoone_edge.cc:12
Base class for all edges which have weights.
Definition: edge_with_weight.h:9