bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator > Struct Template Reference

#include <polymorphic_layer_base.h>

Collaboration diagram for bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >:

Public Types
using	allocator_type = Allocator
using	value_type = ValueType
using	system_tag = SystemTag
using	input_tensor_dimension = Dimension
using	batched_input_tensor_dimension = bc::traits::Integer< Dimension::value+1 >
using	output_tensor_dimension = OutputDimension
using	batched_output_tensor_dimension = bc::traits::Integer< OutputDimension::value+1 >
using	output_value_type = OutputValueType
using	output_system_tag = OutputSystemTag
using	output_allocator_type = OutputAllocator
using	next_layer_type = Polymorphic_Layer_Base< output_tensor_dimension, output_value_type, output_system_tag >
using	this_layer_type = Polymorphic_Layer_Base< input_tensor_dimension, value_type, system_tag >
using	input_tensor_type = bc::Tensor< input_tensor_dimension::value, value_type, allocator_type >
using	output_tensor_type = bc::Tensor< output_tensor_dimension::value, value_type, output_allocator_type >
using	batched_input_tensor_type = bc::Tensor< input_tensor_dimension::value+1, value_type, allocator_type >
using	batched_output_tensor_type = bc::Tensor< output_tensor_dimension::value+1, value_type, output_allocator_type >
using	this_layer_pointer_type = std::shared_ptr< this_layer_type >
using	next_layer_pointer_type = std::shared_ptr< next_layer_type >
using	input_shape_type = bc::Dim< input_tensor_dimension::value >
using	output_shape_type = bc::Dim< output_tensor_dimension::value >
using	allocator_type = Allocator
using	value_type = ValueType
using	system_tag = SystemTag
using	input_tensor_dimension = Dimension
using	batched_input_tensor_dimension = bc::traits::Integer< Dimension::value+1 >
using	output_tensor_dimension = OutputDimension
using	batched_output_tensor_dimension = bc::traits::Integer< OutputDimension::value+1 >
using	output_value_type = OutputValueType
using	output_system_tag = OutputSystemTag
using	output_allocator_type = OutputAllocator
using	next_layer_type = Polymorphic_Layer_Base< output_tensor_dimension, output_value_type, output_system_tag >
using	this_layer_type = Polymorphic_Layer_Base< input_tensor_dimension, value_type, system_tag >
using	input_tensor_type = bc::Tensor< input_tensor_dimension::value, value_type, allocator_type >
using	output_tensor_type = bc::Tensor< output_tensor_dimension::value, value_type, output_allocator_type >
using	batched_input_tensor_type = bc::Tensor< input_tensor_dimension::value+1, value_type, allocator_type >
using	batched_output_tensor_type = bc::Tensor< output_tensor_dimension::value+1, value_type, output_allocator_type >
using	this_layer_pointer_type = std::shared_ptr< this_layer_type >
using	next_layer_pointer_type = std::shared_ptr< next_layer_type >
using	input_shape_type = bc::Dim< input_tensor_dimension::value >
using	output_shape_type = bc::Dim< output_tensor_dimension::value >

Public Member Functions
	Polymorphic_Layer_Base (std::string classname)
virtual	~Polymorphic_Layer_Base ()=default
template<int ADL = 0>
std::string	get_string_architecture () const
virtual batched_output_tensor_type	forward_propagation (const batched_input_tensor_type &inputs)=0
virtual batched_input_tensor_type	back_propagation (const batched_output_tensor_type &delta)=0
batched_output_tensor_type	fp (const batched_input_tensor_type &inputs)
batched_input_tensor_type	bp (const batched_output_tensor_type &delta)
virtual void	update_weights ()
virtual void	init ()=0
void	set_batch_size (int bs)
void	set_learning_rate (double lr)
std::shared_ptr< this_layer_type >	prev ()
std::shared_ptr< this_layer_type >	prev () const
std::shared_ptr< next_layer_type >	next ()
std::shared_ptr< next_layer_type >	next () const
void	set_prev (this_layer_pointer_type prev_layer)
void	set_next (next_layer_pointer_type next_layer)
auto	batch_size () const
auto	learning_rate () const
auto	batched_learning_rate () const
auto	input_shape () const
auto	output_shape () const
auto	batched_input_shape () const
auto	batched_output_shape () const
std::string	classname () const
virtual void	save (Layer_Loader &) const =0
virtual void	save_from_cache (Layer_Loader &, Cache &) const
virtual void	load (Layer_Loader &)=0
virtual void	load_to_cache (Layer_Loader &, Cache &)
void	copy_training_data_to_single_predict (Cache &, int batch_index)
	Polymorphic_Layer_Base (std::string classname)
virtual	~Polymorphic_Layer_Base ()=default
template<int ADL = 0>
std::string	get_string_architecture () const
virtual batched_output_tensor_type	forward_propagation (const batched_input_tensor_type &inputs)=0
virtual batched_input_tensor_type	back_propagation (const batched_output_tensor_type &delta)=0
batched_output_tensor_type	fp (const batched_input_tensor_type &inputs)
batched_input_tensor_type	bp (const batched_output_tensor_type &delta)
virtual void	update_weights ()
virtual void	init ()=0
void	set_batch_size (int bs)
void	set_learning_rate (double lr)
std::shared_ptr< this_layer_type >	prev ()
std::shared_ptr< this_layer_type >	prev () const
std::shared_ptr< next_layer_type >	next ()
std::shared_ptr< next_layer_type >	next () const
void	set_prev (this_layer_pointer_type prev_layer)
void	set_next (next_layer_pointer_type next_layer)
auto	batch_size () const
auto	learning_rate () const
auto	batched_learning_rate () const
auto	input_shape () const
auto	output_shape () const
auto	batched_input_shape () const
auto	batched_output_shape () const
std::string	classname () const
virtual void	save (Layer_Loader &) const =0
virtual void	save_from_cache (Layer_Loader &, Cache &) const
virtual void	load (Layer_Loader &)=0
virtual void	load_to_cache (Layer_Loader &, Cache &)
void	copy_training_data_to_single_predict (Cache &, int batch_index)

Static Public Member Functions
static std::string	parse_classname (std::string classname)
static std::string	parse_classname (std::string classname)

Public Attributes
batched_output_tensor_type	y

Protected Member Functions
virtual void	set_batch_size_hook (int bs)
virtual void	set_learning_rate_hook (double lr)
virtual void	set_batch_size_hook (int bs)
virtual void	set_learning_rate_hook (double lr)

Protected Attributes
std::shared_ptr< allocator_type >	m_allocator
std::weak_ptr< this_layer_type >	m_input_layer
std::shared_ptr< next_layer_type >	m_output_layer
input_shape_type	m_input_shape
output_shape_type	m_output_shape

Member Typedef Documentation

allocator_type [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

using bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::allocator_type = Allocator

allocator_type [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

using bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::allocator_type = Allocator

batched_input_tensor_dimension [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

using bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::batched_input_tensor_dimension = bc::traits::Integer<Dimension::value+1>

batched_input_tensor_dimension [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

using bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::batched_input_tensor_dimension = bc::traits::Integer<Dimension::value+1>

batched_input_tensor_type [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

using bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::batched_input_tensor_type = bc::Tensor<input_tensor_dimension::value + 1, value_type, allocator_type>

batched_input_tensor_type [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

using bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::batched_input_tensor_type = bc::Tensor<input_tensor_dimension::value + 1, value_type, allocator_type>

batched_output_tensor_dimension [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

using bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::batched_output_tensor_dimension = bc::traits::Integer<OutputDimension::value+1>

batched_output_tensor_dimension [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

using bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::batched_output_tensor_dimension = bc::traits::Integer<OutputDimension::value+1>

batched_output_tensor_type [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

using bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::batched_output_tensor_type = bc::Tensor<output_tensor_dimension::value + 1, value_type, output_allocator_type>

batched_output_tensor_type [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

using bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::batched_output_tensor_type = bc::Tensor<output_tensor_dimension::value + 1, value_type, output_allocator_type>

input_shape_type [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

using bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::input_shape_type = bc::Dim<input_tensor_dimension::value>

input_shape_type [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

using bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::input_shape_type = bc::Dim<input_tensor_dimension::value>

input_tensor_dimension [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

using bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::input_tensor_dimension = Dimension

input_tensor_dimension [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

using bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::input_tensor_dimension = Dimension

input_tensor_type [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

using bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::input_tensor_type = bc::Tensor< input_tensor_dimension::value, value_type, allocator_type>

input_tensor_type [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

using bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::input_tensor_type = bc::Tensor< input_tensor_dimension::value, value_type, allocator_type>

next_layer_pointer_type [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

using bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::next_layer_pointer_type = std::shared_ptr<next_layer_type>

next_layer_pointer_type [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

using bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::next_layer_pointer_type = std::shared_ptr<next_layer_type>

next_layer_type [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

using bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::next_layer_type = Polymorphic_Layer_Base< output_tensor_dimension, output_value_type, output_system_tag>

next_layer_type [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

using bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::next_layer_type = Polymorphic_Layer_Base< output_tensor_dimension, output_value_type, output_system_tag>

output_allocator_type [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

using bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::output_allocator_type = OutputAllocator

output_allocator_type [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

using bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::output_allocator_type = OutputAllocator

output_shape_type [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

using bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::output_shape_type = bc::Dim<output_tensor_dimension::value>

output_shape_type [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

using bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::output_shape_type = bc::Dim<output_tensor_dimension::value>

output_system_tag [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

using bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::output_system_tag = OutputSystemTag

output_system_tag [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

using bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::output_system_tag = OutputSystemTag

output_tensor_dimension [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

using bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::output_tensor_dimension = OutputDimension

output_tensor_dimension [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

using bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::output_tensor_dimension = OutputDimension

output_tensor_type [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

using bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::output_tensor_type = bc::Tensor<output_tensor_dimension::value, value_type, output_allocator_type>

output_tensor_type [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

using bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::output_tensor_type = bc::Tensor<output_tensor_dimension::value, value_type, output_allocator_type>

output_value_type [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

using bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::output_value_type = OutputValueType

output_value_type [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

using bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::output_value_type = OutputValueType

system_tag [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

using bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::system_tag = SystemTag

system_tag [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

using bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::system_tag = SystemTag

this_layer_pointer_type [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

using bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::this_layer_pointer_type = std::shared_ptr<this_layer_type>

this_layer_pointer_type [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

using bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::this_layer_pointer_type = std::shared_ptr<this_layer_type>

this_layer_type [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

using bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::this_layer_type = Polymorphic_Layer_Base< input_tensor_dimension, value_type, system_tag>

this_layer_type [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

using bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::this_layer_type = Polymorphic_Layer_Base< input_tensor_dimension, value_type, system_tag>

value_type [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

using bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::value_type = ValueType

value_type [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

using bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::value_type = ValueType

Constructor & Destructor Documentation

Polymorphic_Layer_Base() [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::Polymorphic_Layer_Base ( std::string  classname )

inline

~Polymorphic_Layer_Base() [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

virtual bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::~Polymorphic_Layer_Base ( )

virtualdefault

Polymorphic_Layer_Base() [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::Polymorphic_Layer_Base ( std::string  classname )

inline

~Polymorphic_Layer_Base() [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

virtual bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::~Polymorphic_Layer_Base ( )

virtualdefault

Member Function Documentation

back_propagation() [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

virtual batched_input_tensor_type bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::back_propagation ( const batched_output_tensor_type &  delta )

pure virtual

back_propagation() [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

virtual batched_input_tensor_type bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::back_propagation ( const batched_output_tensor_type &  delta )

pure virtual

batch_size() [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

auto bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::batch_size ( ) const

inline

batch_size() [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

auto bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::batch_size ( ) const

inline

batched_input_shape() [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

auto bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::batched_input_shape ( ) const

inline

batched_input_shape() [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

auto bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::batched_input_shape ( ) const

inline

batched_learning_rate() [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

auto bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::batched_learning_rate ( ) const

inline

batched_learning_rate() [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

auto bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::batched_learning_rate ( ) const

inline

batched_output_shape() [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

auto bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::batched_output_shape ( ) const

inline

batched_output_shape() [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

auto bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::batched_output_shape ( ) const

inline

bp() [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

batched_input_tensor_type bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::bp ( const batched_output_tensor_type &  delta )

inline

bp() [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

batched_input_tensor_type bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::bp ( const batched_output_tensor_type &  delta )

inline

classname() [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

std::string bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::classname ( ) const

inline

classname() [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

std::string bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::classname ( ) const

inline

copy_training_data_to_single_predict() [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

void bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::copy_training_data_to_single_predict ( Cache &  , int  batch_index  )

inline

copy_training_data_to_single_predict() [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

void bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::copy_training_data_to_single_predict ( Cache &  , int  batch_index  )

inline

forward_propagation() [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

virtual batched_output_tensor_type bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::forward_propagation ( const batched_input_tensor_type &  inputs )

pure virtual

forward_propagation() [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

virtual batched_output_tensor_type bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::forward_propagation ( const batched_input_tensor_type &  inputs )

pure virtual

fp() [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

batched_output_tensor_type bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::fp ( const batched_input_tensor_type &  inputs )

inline

fp() [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

batched_output_tensor_type bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::fp ( const batched_input_tensor_type &  inputs )

inline

get_string_architecture() [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

template<int ADL = 0>

std::string bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::get_string_architecture ( ) const

inline

get_string_architecture() [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

template<int ADL = 0>

std::string bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::get_string_architecture ( ) const

inline

init() [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

virtual void bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::init ( )

pure virtual

init() [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

virtual void bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::init ( )

pure virtual

input_shape() [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

auto bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::input_shape ( ) const

inline

input_shape() [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

auto bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::input_shape ( ) const

inline

learning_rate() [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

auto bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::learning_rate ( ) const

inline

learning_rate() [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

auto bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::learning_rate ( ) const

inline

load() [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

virtual void bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::load ( Layer_Loader &  )

pure virtual

load() [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

virtual void bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::load ( Layer_Loader &  )

pure virtual

load_to_cache() [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

virtual void bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::load_to_cache ( Layer_Loader &  , Cache &    )

inlinevirtual

load_to_cache() [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

virtual void bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::load_to_cache ( Layer_Loader &  , Cache &    )

inlinevirtual

next() [1/4]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

std::shared_ptr<next_layer_type> bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::next ( )

inline

next() [2/4]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

std::shared_ptr<next_layer_type> bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::next ( )

inline

next() [3/4]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

std::shared_ptr<next_layer_type> bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::next ( ) const

inline

next() [4/4]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

std::shared_ptr<next_layer_type> bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::next ( ) const

inline

output_shape() [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

auto bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::output_shape ( ) const

inline

output_shape() [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

auto bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::output_shape ( ) const

inline

parse_classname() [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

static std::string bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::parse_classname ( std::string  classname )

inlinestatic

parse_classname() [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

static std::string bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::parse_classname ( std::string  classname )

inlinestatic

prev() [1/4]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

std::shared_ptr<this_layer_type> bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::prev ( )

inline

prev() [2/4]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

std::shared_ptr<this_layer_type> bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::prev ( )

inline

prev() [3/4]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

std::shared_ptr<this_layer_type> bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::prev ( ) const

inline

prev() [4/4]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

std::shared_ptr<this_layer_type> bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::prev ( ) const

inline

save() [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

virtual void bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::save ( Layer_Loader &  ) const

pure virtual

save() [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

virtual void bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::save ( Layer_Loader &  ) const

pure virtual

save_from_cache() [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

virtual void bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::save_from_cache ( Layer_Loader &  , Cache &    ) const

inlinevirtual

save_from_cache() [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

virtual void bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::save_from_cache ( Layer_Loader &  , Cache &    ) const

inlinevirtual

set_batch_size() [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

void bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::set_batch_size ( int  bs )

inline

set_batch_size() [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

void bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::set_batch_size ( int  bs )

inline

set_batch_size_hook() [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

virtual void bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::set_batch_size_hook ( int  bs )

inlineprotectedvirtual

set_batch_size_hook() [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

virtual void bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::set_batch_size_hook ( int  bs )

inlineprotectedvirtual

set_learning_rate() [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

void bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::set_learning_rate ( double  lr )

inline

set_learning_rate() [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

void bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::set_learning_rate ( double  lr )

inline

set_learning_rate_hook() [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

virtual void bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::set_learning_rate_hook ( double  lr )

inlineprotectedvirtual

set_learning_rate_hook() [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

virtual void bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::set_learning_rate_hook ( double  lr )

inlineprotectedvirtual

set_next() [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

void bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::set_next ( next_layer_pointer_type  next_layer )

inline

set_next() [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

void bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::set_next ( next_layer_pointer_type  next_layer )

inline

set_prev() [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

void bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::set_prev ( this_layer_pointer_type  prev_layer )

inline

set_prev() [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

void bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::set_prev ( this_layer_pointer_type  prev_layer )

inline

update_weights() [1/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

virtual void bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::update_weights ( )

inlinevirtual

update_weights() [2/2]

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

virtual void bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::update_weights ( )

inlinevirtual

Member Data Documentation

m_allocator

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

std::shared_ptr< allocator_type > bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::m_allocator

protected

m_input_layer

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

std::weak_ptr< this_layer_type > bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::m_input_layer

protected

m_input_shape

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

input_shape_type bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::m_input_shape

protected

m_output_layer

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

std::shared_ptr< next_layer_type > bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::m_output_layer

protected

m_output_shape

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

output_shape_type bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::m_output_shape

protected

y

template<class Dimension , class ValueType , class SystemTag , class Allocator = layer_default_allocator<ValueType, SystemTag>, class OutputDimension = Dimension, class OutputValueType = ValueType, class OutputSystemTag = SystemTag, class OutputAllocator = Allocator>

batched_output_tensor_type bc::nn::Polymorphic_Layer_Base< Dimension, ValueType, SystemTag, Allocator, OutputDimension, OutputValueType, OutputSystemTag, OutputAllocator >::y

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

• blackcat/neural_networks/layers/polymorphic_layer_base.h