layer.h File Reference

#include "tensor_utilities.h"
#include "math_utilities.h"
#include "random_utilities.h"
#include "string_utilities.h"
#include "forward_propagation.h"
#include "back_propagation.h"

Go to the source code of this file.

Classes
class	opennn::Layer
	Abstract base class for all OpenNN layers; orchestrates operators and shape propagation. More...

Namespaces
namespace	opennn

Enumerations
enum class	opennn::LayerType {   opennn::Addition , opennn::Bounding , opennn::Convolutional , opennn::ConvolutionalRelu ,   opennn::Dense , opennn::DenseRelu , opennn::Embedding , opennn::Flatten ,   opennn::MultiHeadAttention , opennn::Normalization3d , opennn::Pooling , opennn::Pooling3d ,   opennn::Recurrent , opennn::Scaling , opennn::Unscaling }
	Identifier of every concrete layer subclass shipped with OpenNN. More...

Functions
const EnumMap< LayerType > &	opennn::layer_type_map ()
	Returns the bidirectional mapping between LayerType values and their string names.
const string &	opennn::layer_type_to_string (LayerType type)
	Returns the string name associated with the given LayerType.
LayerType	opennn::string_to_layer_type (const string &name)
	Returns the LayerType corresponding to the given string name.
void	opennn::check_rank (const Shape &shape, initializer_list< int > allowed, const char *layer, const char *what)
	Throws if shape rank is not one of allowed.