training_configuration_t Derived Type

type, public, extends(file_t) :: training_configuration_t

Inherits

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Components

Type	Visibility	Attributes		Name		Initial
type(hyperparameters_t),	private		::	hyperparameters_
type(network_configuration_t),	private		::	network_configuration_

Constructor

public interface training_configuration_t

private module function from_components(hyperparameters, network_configuration) result(training_configuration)

Arguments

Type	Intent	Optional	Attributes		Name
type(hyperparameters_t),	intent(in)			::	hyperparameters
type(network_configuration_t),	intent(in)			::	network_configuration

Return Value type(training_configuration_t)

private module function from_file(file_object) result(training_configuration)

Arguments

Type	Intent	Optional	Attributes		Name
type(file_t),	intent(in)			::	file_object

Return Value type(training_configuration_t)

Type-Bound Procedures

procedure, public :: differentiable_activation_strategy

interface

private module function differentiable_activation_strategy(self) result(strategy)

Arguments

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

Return Value class(differentiable_activation_strategy_t), allocatable

procedure, public :: equals

interface

private elemental module function equals(lhs, rhs) result(lhs_eq_rhs)

Arguments

Type	Intent	Optional	Attributes		Name
class(training_configuration_t),	intent(in)			::	lhs
class(training_configuration_t),	intent(in)			::	rhs

Return Value logical

procedure, public :: learning_rate

interface

private elemental module function learning_rate(self) result(rate)

Arguments

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

Return Value real(kind=rkind)

procedure, public :: mini_batches

interface

private elemental module function mini_batches(self) result(num_mini_batches)

Arguments

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

Return Value integer

procedure, public :: nodes_per_layer

interface

private pure module function nodes_per_layer(self) result(nodes)

Arguments

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

Return Value integer, allocatable, (:)

generic, public :: operator(==) => equals

private interface equals()

Arguments
None

procedure, public :: optimizer_name

interface

private elemental module function optimizer_name(self) result(identifier)

Arguments

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

Return Value type(string_t)

procedure, public :: skip_connections

interface

private elemental module function skip_connections(self) result(using_skip)

Arguments

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

Return Value logical

procedure, public :: to_json

interface

private pure module function to_json(self) result(json_lines)

Arguments

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

Return Value type(string_t), allocatable, (:)