Package apple.coreml

Class MLParameterKey

java.lang.Object

org.moe.natj.general.NativeObject

org.moe.natj.objc.ObjCObject

apple.NSObject

apple.coreml.MLKey

apple.coreml.MLParameterKey

All Implemented Interfaces:

NSCoding, NSCopying, NSSecureCoding, NSObject

public class MLParameterKey
extends MLKey

A class to specify list of supported model update parameters.

Nested Class Summary

Nested classes/interfaces inherited from class apple.NSObject

NSObject.Function_instanceMethodForSelector_ret, NSObject.Function_methodForSelector_ret

Constructor Summary

Constructors

Modifier	Constructor	Description
protected	MLParameterKey(org.moe.natj.general.Pointer peer)

Method Summary

Modifier and Type	Method	Description
boolean	_supportsSecureCoding()	This property must return YES on all classes that allow secure coding.
static boolean	accessInstanceVariablesDirectly()
static MLParameterKey	alloc()
static java.lang.Object	allocWithZone(org.moe.natj.general.ptr.VoidPtr zone)
static boolean	automaticallyNotifiesObserversForKey(java.lang.String key)
static MLParameterKey	beta1()	Double parameter used to control the beta1 of Adam optimizer.
static MLParameterKey	beta2()	Double parameter used to control the beta2 of Adam optimizer.
static MLParameterKey	biases()	MLMultiArray parameter returned when client requests for biases of a particular layer using a scoped parameter.
static void	cancelPreviousPerformRequestsWithTarget(java.lang.Object aTarget)
static void	cancelPreviousPerformRequestsWithTargetSelectorObject(java.lang.Object aTarget, org.moe.natj.objc.SEL aSelector, java.lang.Object anArgument)
static NSArray<java.lang.String>	classFallbacksForKeyedArchiver()
static org.moe.natj.objc.Class	classForKeyedUnarchiver()
static java.lang.String	debugDescription_static()
static java.lang.String	description_static()
static MLParameterKey	epochs()	Int64 parameter used to specify the number of epochs used by optimizer.
static MLParameterKey	eps()	Double parameter used to control the epsilon of Adam optimizer.
static long	hash_static()
MLParameterKey	init()
MLParameterKey	initWithCoder(NSCoder coder)	NS_DESIGNATED_INITIALIZER
static NSObject.Function_instanceMethodForSelector_ret	instanceMethodForSelector(org.moe.natj.objc.SEL aSelector)
static NSMethodSignature	instanceMethodSignatureForSelector(org.moe.natj.objc.SEL aSelector)
static boolean	instancesRespondToSelector(org.moe.natj.objc.SEL aSelector)
static boolean	isSubclassOfClass(org.moe.natj.objc.Class aClass)
static NSSet<java.lang.String>	keyPathsForValuesAffectingValueForKey(java.lang.String key)
static MLParameterKey	learningRate()	Double parameter used to control the learning rate of an optimizer.
static MLParameterKey	linkedModelFileName()	String parameter used to specify the name of a linked model
static MLParameterKey	linkedModelSearchPath()	String parameteru sed to specify the search path for a linked model
static MLParameterKey	miniBatchSize()	Int64 parameter used to specify the size of a miniBatch used by optimizer.
static MLParameterKey	momentum()	Double parameter used to control the momentum of gradient based optimizers.
static java.lang.Object	new_objc()
static MLParameterKey	numberOfNeighbors()	Int64 parameter used to specify the number of neighbors to use for class affinity (applicable to kNN).
static boolean	resolveClassMethod(org.moe.natj.objc.SEL sel)
static boolean	resolveInstanceMethod(org.moe.natj.objc.SEL sel)
MLParameterKey	scopedTo(java.lang.String scope)	Returns a new MLParameterKey instance after adding additional scoping
static MLParameterKey	seed()	Int64 parameter used to specify the seed to be used if shuffling data between epochs.
static void	setVersion_static(long aVersion)
static MLParameterKey	shuffle()	Bool parameter used to specify whether to shuffle the data between epochs.
static org.moe.natj.objc.Class	superclass_static()
static boolean	supportsSecureCoding()
static long	version_static()
static MLParameterKey	weights()	MLMultiArray parameter returned when client requests for weights of a particular layer using a scoped parameter.

Methods inherited from class apple.coreml.MLKey

copyWithZone, encodeWithCoder, name, scope

Methods inherited from class apple.NSObject

accessibilityActivate, accessibilityActivationPoint, accessibilityAssistiveTechnologyFocusedIdentifiers, accessibilityAttributedHint, accessibilityAttributedLabel, accessibilityAttributedUserInputLabels, accessibilityAttributedValue, accessibilityContainerType, accessibilityCustomActions, accessibilityCustomRotors, accessibilityDecrement, accessibilityDragSourceDescriptors, accessibilityDropPointDescriptors, accessibilityElementAtIndex, accessibilityElementCount, accessibilityElementDidBecomeFocused, accessibilityElementDidLoseFocus, accessibilityElementIsFocused, accessibilityElements, accessibilityElementsHidden, accessibilityFrame, accessibilityHint, accessibilityIncrement, accessibilityLabel, accessibilityLanguage, accessibilityNavigationStyle, accessibilityPath, accessibilityPerformEscape, accessibilityPerformMagicTap, accessibilityRespondsToUserInteraction, accessibilityScroll, accessibilityTextualContext, accessibilityTraits, accessibilityUserInputLabels, accessibilityValue, accessibilityViewIsModal, addObserverForKeyPathOptionsContext, attemptRecoveryFromErrorOptionIndex, attemptRecoveryFromErrorOptionIndexDelegateDidRecoverSelectorContextInfo, autoContentAccessingProxy, awakeAfterUsingCoder, awakeFromNib, class_objc, classForCoder, classForKeyedArchiver, copy, dealloc, debugDescription, description, dictionaryWithValuesForKeys, didChangeValueForKey, didChangeValueForKeyWithSetMutationUsingObjects, didChangeValuesAtIndexesForKey, doesNotRecognizeSelector, fileManagerShouldProceedAfterError, fileManagerWillProcessPath, finalize_objc, forwardingTargetForSelector, forwardInvocation, hash, indexOfAccessibilityElement, isAccessibilityElement, isEqual, isKindOfClass, isMemberOfClass, isProxy, methodForSelector, methodSignatureForSelector, mutableArrayValueForKey, mutableArrayValueForKeyPath, mutableCopy, mutableOrderedSetValueForKey, mutableOrderedSetValueForKeyPath, mutableSetValueForKey, mutableSetValueForKeyPath, observationInfo, observeValueForKeyPathOfObjectChangeContext, performSelector, performSelectorInBackgroundWithObject, performSelectorOnMainThreadWithObjectWaitUntilDone, performSelectorOnMainThreadWithObjectWaitUntilDoneModes, performSelectorOnThreadWithObjectWaitUntilDone, performSelectorOnThreadWithObjectWaitUntilDoneModes, performSelectorWithObject, performSelectorWithObjectAfterDelay, performSelectorWithObjectAfterDelayInModes, performSelectorWithObjectWithObject, prepareForInterfaceBuilder, provideImageDataBytesPerRowOrigin_Size_UserInfo, removeObserverForKeyPath, removeObserverForKeyPathContext, replacementObjectForCoder, replacementObjectForKeyedArchiver, respondsToSelector, self, setAccessibilityActivationPoint, setAccessibilityAttributedHint, setAccessibilityAttributedLabel, setAccessibilityAttributedUserInputLabels, setAccessibilityAttributedValue, setAccessibilityContainerType, setAccessibilityCustomActions, setAccessibilityCustomRotors, setAccessibilityDragSourceDescriptors, setAccessibilityDropPointDescriptors, setAccessibilityElements, setAccessibilityElementsHidden, setAccessibilityFrame, setAccessibilityHint, setAccessibilityLabel, setAccessibilityLanguage, setAccessibilityNavigationStyle, setAccessibilityPath, setAccessibilityRespondsToUserInteraction, setAccessibilityTextualContext, setAccessibilityTraits, setAccessibilityUserInputLabels, setAccessibilityValue, setAccessibilityViewIsModal, setIsAccessibilityElement, setNilValueForKey, setObservationInfo, setShouldGroupAccessibilityChildren, setValueForKey, setValueForKeyPath, setValueForUndefinedKey, setValuesForKeysWithDictionary, shouldGroupAccessibilityChildren, superclass, validateValueForKeyError, validateValueForKeyPathError, valueForKey, valueForKeyPath, valueForUndefinedKey, willChangeValueForKey, willChangeValueForKeyWithSetMutationUsingObjects, willChangeValuesAtIndexesForKey

Methods inherited from class org.moe.natj.objc.ObjCObject

equals, toString

Methods inherited from class org.moe.natj.general.NativeObject

finalize, getPeer, getPeerPointer

Methods inherited from class java.lang.Object

clone, getClass, hashCode, notify, notifyAll, wait, wait, wait

Constructor Detail

MLParameterKey

protected MLParameterKey(org.moe.natj.general.Pointer peer)

Method Detail

accessInstanceVariablesDirectly

public static boolean accessInstanceVariablesDirectly()

alloc

public static MLParameterKey alloc()

allocWithZone

public static java.lang.Object allocWithZone(org.moe.natj.general.ptr.VoidPtr zone)

automaticallyNotifiesObserversForKey

public static boolean automaticallyNotifiesObserversForKey(java.lang.String key)

beta1

public static MLParameterKey beta1()

Double parameter used to control the beta1 of Adam optimizer. Adjustable at load-time

beta2

public static MLParameterKey beta2()

Double parameter used to control the beta2 of Adam optimizer. Adjustable at load-time

biases

public static MLParameterKey biases()

MLMultiArray parameter returned when client requests for biases of a particular layer using a scoped parameter.

cancelPreviousPerformRequestsWithTarget

public static void cancelPreviousPerformRequestsWithTarget(java.lang.Object aTarget)

cancelPreviousPerformRequestsWithTargetSelectorObject

public static void cancelPreviousPerformRequestsWithTargetSelectorObject(java.lang.Object aTarget,
                                                                         org.moe.natj.objc.SEL aSelector,
                                                                         java.lang.Object anArgument)

classFallbacksForKeyedArchiver

public static NSArray<java.lang.String> classFallbacksForKeyedArchiver()

classForKeyedUnarchiver

public static org.moe.natj.objc.Class classForKeyedUnarchiver()

debugDescription_static

public static java.lang.String debugDescription_static()

description_static

public static java.lang.String description_static()

epochs

public static MLParameterKey epochs()

Int64 parameter used to specify the number of epochs used by optimizer. Adjustable at load-time

eps

public static MLParameterKey eps()

Double parameter used to control the epsilon of Adam optimizer. Adjustable at load-time

hash_static

public static long hash_static()

init

public MLParameterKey init()

Overrides:

init in class MLKey

initWithCoder

public MLParameterKey initWithCoder(NSCoder coder)

Description copied from interface: NSCoding

NS_DESIGNATED_INITIALIZER

Specified by:

initWithCoder in interface NSCoding

Overrides:

initWithCoder in class MLKey

instanceMethodForSelector

public static NSObject.Function_instanceMethodForSelector_ret instanceMethodForSelector(org.moe.natj.objc.SEL aSelector)

instanceMethodSignatureForSelector

public static NSMethodSignature instanceMethodSignatureForSelector(org.moe.natj.objc.SEL aSelector)

instancesRespondToSelector

public static boolean instancesRespondToSelector(org.moe.natj.objc.SEL aSelector)

isSubclassOfClass

public static boolean isSubclassOfClass(org.moe.natj.objc.Class aClass)

keyPathsForValuesAffectingValueForKey

public static NSSet<java.lang.String> keyPathsForValuesAffectingValueForKey(java.lang.String key)

learningRate

public static MLParameterKey learningRate()

Double parameter used to control the learning rate of an optimizer. Adjustable in progress

linkedModelFileName

public static MLParameterKey linkedModelFileName()

String parameter used to specify the name of a linked model

linkedModelSearchPath

public static MLParameterKey linkedModelSearchPath()

String parameteru sed to specify the search path for a linked model

miniBatchSize

public static MLParameterKey miniBatchSize()

Int64 parameter used to specify the size of a miniBatch used by optimizer. Adjustable at load-time

momentum

public static MLParameterKey momentum()

Double parameter used to control the momentum of gradient based optimizers. Adjustable at load-time

new_objc

public static java.lang.Object new_objc()

numberOfNeighbors

public static MLParameterKey numberOfNeighbors()

Int64 parameter used to specify the number of neighbors to use for class affinity (applicable to kNN). Not adjustable in progress

resolveClassMethod

public static boolean resolveClassMethod(org.moe.natj.objc.SEL sel)

resolveInstanceMethod

public static boolean resolveInstanceMethod(org.moe.natj.objc.SEL sel)

scopedTo

public MLParameterKey scopedTo(java.lang.String scope)

Returns a new MLParameterKey instance after adding additional scoping

seed

public static MLParameterKey seed()

Int64 parameter used to specify the seed to be used if shuffling data between epochs. Adjustable at load-time

setVersion_static

public static void setVersion_static(long aVersion)

shuffle

public static MLParameterKey shuffle()

Bool parameter used to specify whether to shuffle the data between epochs. Adjustable at load-time

superclass_static

public static org.moe.natj.objc.Class superclass_static()

supportsSecureCoding

public static boolean supportsSecureCoding()

_supportsSecureCoding

public boolean _supportsSecureCoding()

Description copied from interface: NSSecureCoding

This property must return YES on all classes that allow secure coding. Subclasses of classes that adopt NSSecureCoding and override initWithCoder: must also override this method and return YES. The Secure Coding Guide should be consulted when writing methods that decode data.

Specified by:

_supportsSecureCoding in interface NSSecureCoding

Overrides:

_supportsSecureCoding in class MLKey

version_static

public static long version_static()

weights

public static MLParameterKey weights()

MLMultiArray parameter returned when client requests for weights of a particular layer using a scoped parameter.