layer_t Derived Type

type, public :: layer_t

linked list of layers, each comprised of a linked list of neurons

Inherits

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Components

Type	Visibility	Attributes		Name		Initial
type(neuron_t),	private		::	neuron			linked list of this layer's neurons
type(layer_t),	private,	allocatable	::	next			next layer

Constructor

public interface layer_t

private recursive module function construct_layer(layer_lines, start) result(layer)

construct a linked list of layer_t objects from an array of JSON-formatted text lines

Arguments

Type	Intent	Optional	Attributes		Name
type(string_t),	intent(in)			::	layer_lines(:)
integer,	intent(in)			::	start

Return Value type(layer_t), target

Type-Bound Procedures

procedure, public :: count_inputs

interface

private module function count_inputs(layer) result(num_inputs)

Arguments

Type	Intent	Optional	Attributes		Name
class(layer_t),	intent(in)			::	layer

Return Value integer

procedure, public :: count_layers

interface

private module function count_layers(layer) result(num_layers)

Arguments

Type	Intent	Optional	Attributes		Name
class(layer_t),	intent(in),		target	::	layer

Return Value integer

procedure, public :: count_neurons

interface

private module function count_neurons(layer) result(neurons_per_layer_result)

Arguments

Type	Intent	Optional	Attributes		Name
class(layer_t),	intent(in),		target	::	layer

Return Value integer, allocatable, (:)

procedure, public :: inference_engine

interface

private module function inference_engine(hidden_layers, metadata, output_layer, input_range, output_range) result(inference_engine_)

Arguments

Type	Intent	Optional	Attributes		Name
class(layer_t),	intent(in),		target	::	hidden_layers
type(string_t),	intent(in)			::	metadata(:)
type(layer_t),	intent(in),		target	::	output_layer
type(tensor_range_t),	intent(in)			::	input_range
type(tensor_range_t),	intent(in)			::	output_range

Return Value type(inference_engine_t)

procedure, public :: neurons_per_layer

interface

private module function neurons_per_layer(self) result(num_neurons)

Arguments

Type	Intent	Optional	Attributes		Name
class(layer_t),	intent(in),		target	::	self

Return Value integer

procedure, public :: next_allocated

interface

private module function next_allocated(self) result(next_is_allocated)

Arguments

Type	Intent	Optional	Attributes		Name
class(layer_t),	intent(in)			::	self

Return Value logical

procedure, public :: next_pointer

interface

private module function next_pointer(self) result(next_ptr)

Arguments

Type	Intent	Optional	Attributes		Name
class(layer_t),	intent(in),		target	::	self

Return Value type(layer_t), pointer