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Namespaces | Functions
error_functions.h File Reference
#include "opennn/core/tensor_types.h"

Go to the source code of this file.

Namespaces

namespace  opennn
 

Functions

void opennn::mean_squared_error (const TensorView &, const TensorView &, float &, float *)
 
void opennn::mean_squared_error_gradient (const TensorView &, const TensorView &, const TensorView &)
 
void opennn::mean_absolute_error (const TensorView &, const TensorView &, float &, float *)
 
void opennn::mean_absolute_error_gradient (const TensorView &, const TensorView &, const TensorView &)
 
void opennn::normalized_squared_error (const TensorView &, const TensorView &, float, float &, float *)
 
void opennn::normalized_squared_error_gradient (const TensorView &, const TensorView &, float, const TensorView &)
 
void opennn::weighted_squared_error (const TensorView &, const TensorView &, float, float, float &, float *)
 
void opennn::weighted_squared_error_gradient (const TensorView &, const TensorView &, float, float, float, const TensorView &)
 
void opennn::binary_cross_entropy (const TensorView &, const TensorView &, float &, float *)
 
void opennn::binary_cross_entropy_logits (const TensorView &, const TensorView &, float &, float *)
 
void opennn::binary_cross_entropy_logits_gradient (const TensorView &, const TensorView &, const TensorView &)
 
void opennn::categorical_cross_entropy (const TensorView &, const TensorView &, float &, float *)
 
void opennn::cross_entropy (const TensorView &, const TensorView &, float &, float *, bool)
 
void opennn::cross_entropy_gradient (const TensorView &, const TensorView &, const TensorView &, bool)
 
void opennn::minkowski_error (const TensorView &, const TensorView &, float, float &, float *)
 
void opennn::minkowski_error_gradient (const TensorView &, const TensorView &, float, const TensorView &, bool on_gpu=false)
 
void opennn::cross_entropy_3d (const TensorView &, const TensorView &, float &, Index &, Index &, float *errors_device=nullptr, float *reduction_device=nullptr)
 
void opennn::cross_entropy_3d_gradient (const TensorView &, const TensorView &, const TensorView &, Index)
 
void opennn::cross_entropy_3d_gradient_device_count (const TensorView &, const TensorView &, const TensorView &, const float *)
 
void opennn::l1_regularization (const TensorView &, float, float &)
 
void opennn::l1_regularization_gradient (const TensorView &, float, const TensorView &)
 
void opennn::l2_regularization (const TensorView &, float, float &)
 
void opennn::l2_regularization_gradient (const TensorView &, float, const TensorView &)