hyperparameters_t Derived Type

type, public :: hyperparameters_t

Inherited by

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Components

Type	Visibility	Attributes		Name		Initial
real,	private		::	learning_rate_	=	1.5
integer,	private		::	mini_batches_	=	10
character(len=:),	private,	allocatable	::	optimizer_

Constructor

public interface hyperparameters_t

private pure module function from_components(mini_batches, learning_rate, optimizer) result(hyperparameters)

Arguments

Type	Intent	Optional	Attributes		Name
integer,	intent(in)			::	mini_batches
real,	intent(in)			::	learning_rate
character(len=*),	intent(in)			::	optimizer

Return Value type(hyperparameters_t)

private pure module function from_json(lines) result(hyperparameters)

Arguments

Type	Intent	Optional	Attributes		Name
type(string_t),	intent(in)			::	lines(:)

Return Value type(hyperparameters_t)

Type-Bound Procedures

procedure, public :: equals

interface

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

Arguments

Type	Intent	Optional	Attributes		Name
class(hyperparameters_t),	intent(in)			::	lhs
class(hyperparameters_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(hyperparameters_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(hyperparameters_t),	intent(in)			::	self

Return Value integer

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(hyperparameters_t),	intent(in)			::	self

Return Value type(string_t)

procedure, public :: to_json

interface

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

Arguments

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

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