mlpack::ann::LayerTraits< LayerType > Class Template Reference

This is a template class that can provide information about various layers. More...

Static Public Attributes
static const bool	IsBiasLayer = false
	This is true if the layer is a bias layer. More...
static const bool	IsBinary = false
	This is true if the layer is a binary layer. More...
static const bool	IsConnection = false
static const bool	IsLSTMLayer = false
static const bool	IsOutputLayer = false
	This is true if the layer is an output layer. More...

Detailed Description

template<typename LayerType>
class mlpack::ann::LayerTraits< LayerType >

This is a template class that can provide information about various layers.

By default, this class will provide the weakest possible assumptions on layer, and each layer should override values as necessary. If a layer doesn't need to override a value, then there's no need to write a LayerTraits specialization for that class.

Definition at line 29 of file layer_traits.hpp.

Member Data Documentation

template<typename LayerType >

const bool mlpack::ann::LayerTraits< LayerType >::IsBiasLayer = false

static

This is true if the layer is a bias layer.

Definition at line 45 of file layer_traits.hpp.

template<typename LayerType >

const bool mlpack::ann::LayerTraits< LayerType >::IsBinary = false

static

This is true if the layer is a binary layer.

Definition at line 35 of file layer_traits.hpp.

template<typename LayerType >

const bool mlpack::ann::LayerTraits< LayerType >::IsConnection = false

static

Definition at line 55 of file layer_traits.hpp.

template<typename LayerType >

const bool mlpack::ann::LayerTraits< LayerType >::IsLSTMLayer = false

static

Definition at line 50 of file layer_traits.hpp.

template<typename LayerType >

const bool mlpack::ann::LayerTraits< LayerType >::IsOutputLayer = false

static

This is true if the layer is an output layer.

Definition at line 40 of file layer_traits.hpp.

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The documentation for this class was generated from the following file:

• src/mlpack/methods/ann/layer/layer_traits.hpp