tensor_range_m Module

Uses

- sourcery_m
- tensor_m
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Interfaces

public interface tensor_range_t

private pure module function from_components(layer, minima, maxima) result(tensor_range)

Arguments

Type	Intent	Optional	Attributes		Name
character(len=*),	intent(in)			::	layer
real,	intent(in),		dimension(:)	::	minima
real,	intent(in),		dimension(:)	::	maxima

Return Value type(tensor_range_t)

private module function from_json(lines) result(tensor_range)

Arguments

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

Return Value type(tensor_range_t)

interface

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

Arguments

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

Return Value logical

interface

private elemental module function in_range(self, tensor) result(is_in_range)

Arguments

Type	Intent	Optional	Attributes		Name
class(tensor_range_t),	intent(in)			::	self
type(tensor_t),	intent(in)			::	tensor

Return Value logical

interface

private elemental module function map_from_training_range(self, tensor) result(unnormalized_tensor)

Arguments

Type	Intent	Optional	Attributes		Name
class(tensor_range_t),	intent(in)			::	self
type(tensor_t),	intent(in)			::	tensor

Return Value type(tensor_t)

interface

private elemental module function map_to_training_range(self, tensor) result(normalized_tensor)

Arguments

Type	Intent	Optional	Attributes		Name
class(tensor_range_t),	intent(in)			::	self
type(tensor_t),	intent(in)			::	tensor

Return Value type(tensor_t)

interface

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

Arguments

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

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

Derived Types

type, public :: tensor_range_t

Components

Type	Visibility	Attributes		Name		Initial
character(len=:),	private,	allocatable	::	layer_
real,	private,	allocatable, dimension(:)	::	maxima_
real,	private,	allocatable, dimension(:)	::	minima_

Constructor

private pure, module function from_components (layer, minima, maxima)
private module function from_json (lines)

Type-Bound Procedures

procedure, public :: in_range
procedure, public :: map_from_training_range
procedure, public :: map_to_training_range
generic, public :: operator(==) => equals
procedure, public :: to_json
procedure, private :: equals