activation_m Module

Uses

- julienne_m
- iso_c_binding
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Graph Key

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Variables

Type	Visibility	Attributes		Name		Initial
character(len=*),	private,	parameter	::	activation_name(*)	=	[character(len("sigmoid"))::"gelu", "relu", "sigmoid", "step", "swish"]

Enumerations

enum, bind(c)

Enumerators

enumerator	::	gelu	=	1
enumerator	::	relu	=	2
enumerator	::	sigmoid	=	3
enumerator	::	step	=	4
enumerator	::	swish	=	5

Interfaces

public interface activation_t

private elemental module function construct_from_component(selection) result(activation)

Arguments

Type	Intent	Optional	Attributes		Name
integer(kind=c_int),	intent(in)			::	selection

Return Value type(activation_t)

private elemental module function construct_from_name(name) result(activation)

Arguments

Type	Intent	Optional	Attributes		Name
character(len=*),	intent(in)			::	name

Return Value type(activation_t)

interface

private elemental module function default_real_differentiate(self, x) result(dy_dx)

Arguments

Type	Intent	Optional	Attributes		Name
class(activation_t),	intent(in)			::	self
real,	intent(in)			::	x

Return Value real

interface

private elemental module function default_real_evaluate(self, x) result(y)

Arguments

Type	Intent	Optional	Attributes		Name
class(activation_t),	intent(in)			::	self
real,	intent(in)			::	x

Return Value real

interface

private elemental module function double_precision_differentiate(self, x) result(dy_dx)

Arguments

Type	Intent	Optional	Attributes		Name
class(activation_t),	intent(in)			::	self
double precision,	intent(in)			::	x

Return Value double precision

interface

private elemental module function double_precision_evaluate(self, x) result(y)

Arguments

Type	Intent	Optional	Attributes		Name
class(activation_t),	intent(in)			::	self
double precision,	intent(in)			::	x

Return Value double precision

interface

private elemental module function equals(self, rhs) result(self_eq_rhs)

Arguments

Type	Intent	Optional	Attributes		Name
class(activation_t),	intent(in)			::	self
type(activation_t),	intent(in)			::	rhs

Return Value logical

interface

private elemental module function function_name(self) result(string)

Arguments

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

Return Value type(string_t)

Derived Types

type, public :: activation_t

Components

Type	Visibility	Attributes		Name		Initial
integer(kind=c_int),	private		::	selection_	=	sigmoid

Constructor

private elemental, module function construct_from_component (selection)
private elemental, module function construct_from_name (name)

Type-Bound Procedures

generic, public :: differentiate => default_real_differentiate, double_precision_differentiate
generic, public :: evaluate => default_real_evaluate, double_precision_evaluate
procedure, public, non_overridable :: function_name
generic, public :: operator(==) => equals
procedure, private, non_overridable :: default_real_differentiate
procedure, private, non_overridable :: default_real_evaluate
procedure, private, non_overridable :: double_precision_differentiate
procedure, private, non_overridable :: double_precision_evaluate
procedure, private :: equals