#include "eteq/generated/api.hpp"
#include "layr/layer.hpp"

Include dependency graph for ulayer.hpp:

This graph shows which files directly or indirectly include this file:

Classes
struct	layr::ULayerBuilder
	Builder implementation for activation layer. More...

struct	layr::ULayer
	Layer implementation to apply activation and pooling functions. More...

Typedefs
using	layr::UnaryF = std::function< NodeptrT(const ULayer &, NodeptrT)>
	Function that takes corresponding unary layer and node. More...

using	layr::UnaryptrT = std::shared_ptr< ULayer >
	Smart pointer of unary layer. More...

Functions
NodeptrT	layr::softmax_from_layer (const ULayer &layer, NodeptrT input)

NodeptrT	layr::maxpool_from_layer (const ULayer &layer, NodeptrT input)

NodeptrT	layr::meanpool_from_layer (const ULayer &layer, NodeptrT input)

UnaryptrT	layr::sigmoid (void)
	Return activation layer using sigmoid. More...

UnaryptrT	layr::tanh (void)
	Return activation layer using tanh. More...

UnaryptrT	layr::softmax (teq::RankT dim)
	Return activation layer using softmax of specified dimension. More...

UnaryptrT	layr::maxpool2d (std::pair< teq::DimT, teq::DimT > dims={0, 1})
	Return pooling layer using max aggregation. More...

UnaryptrT	layr::meanpool2d (std::pair< teq::DimT, teq::DimT > dims={0, 1})
	Return pooling layer using mean aggregation. More...

Variables
const std::string	layr::sigmoid_layer_key
	Identifier for sigmoid activation layer. More...

const std::string	layr::tanh_layer_key
	Identifier for tanh activation layer. More...

const std::string	layr::softmax_layer_key
	Identifier for softmax activation layer. More...

const std::string	layr::maxpool2d_layer_key
	Identifier for max pooling layer. More...

const std::string	layr::meanpool2d_layer_key
	Identifier for mean pooling layer. More...

const std::unordered_map< std::string, UnaryF >	layr::unaries
	Map unary layer identifier to connection function. More...

Classes

Namespaces