Package apple.mlcompute

Class MLCInstanceNormalizationLayer

java.lang.Object

org.moe.natj.general.NativeObject

org.moe.natj.objc.ObjCObject

apple.NSObject

apple.mlcompute.MLCLayer

apple.mlcompute.MLCInstanceNormalizationLayer

All Implemented Interfaces:

NSObject

@Deprecated
public class MLCInstanceNormalizationLayer
extends MLCLayer

Deprecated.

MLCInstanceNormalizationLayer An instance normalization layer. For more information refer to https://pytorch.org/docs/stable/nn.html#instancenorm2d API-Since: 14.0 Deprecated-Since: 100000.0 Deprecated-Message: Use Metal Performance Shaders Graph or BNNS instead.

Nested Class Summary

Nested classes/interfaces inherited from class apple.NSObject

NSObject.Block_accessibilityActivateBlock_ret, NSObject.Block_accessibilityActivationPointBlock_ret, NSObject.Block_accessibilityAttributedHintBlock_ret, NSObject.Block_accessibilityAttributedLabelBlock_ret, NSObject.Block_accessibilityAttributedUserInputLabelsBlock_ret, NSObject.Block_accessibilityAttributedValueBlock_ret, NSObject.Block_accessibilityContainerTypeBlock_ret, NSObject.Block_accessibilityCustomActionsBlock_ret, NSObject.Block_accessibilityCustomRotorsBlock_ret, NSObject.Block_accessibilityDecrementBlock_ret, NSObject.Block_accessibilityElementsBlock_ret, NSObject.Block_accessibilityElementsHiddenBlock_ret, NSObject.Block_accessibilityFrameBlock_ret, NSObject.Block_accessibilityHeaderElementsBlock_ret, NSObject.Block_accessibilityHintBlock_ret, NSObject.Block_accessibilityIdentifierBlock_ret, NSObject.Block_accessibilityIncrementBlock_ret, NSObject.Block_accessibilityLabelBlock_ret, NSObject.Block_accessibilityLanguageBlock_ret, NSObject.Block_accessibilityMagicTapBlock_ret, NSObject.Block_accessibilityNavigationStyleBlock_ret, NSObject.Block_accessibilityPathBlock_ret, NSObject.Block_accessibilityPerformEscapeBlock_ret, NSObject.Block_accessibilityRespondsToUserInteractionBlock_ret, NSObject.Block_accessibilityShouldGroupAccessibilityChildrenBlock_ret, NSObject.Block_accessibilityTextualContextBlock_ret, NSObject.Block_accessibilityTraitsBlock_ret, NSObject.Block_accessibilityUserInputLabelsBlock_ret, NSObject.Block_accessibilityValueBlock_ret, NSObject.Block_accessibilityViewIsModalBlock_ret, NSObject.Block_automationElementsBlock_ret, NSObject.Block_isAccessibilityElementBlock_ret, NSObject.Block_setAccessibilityActivateBlock, NSObject.Block_setAccessibilityActivationPointBlock, NSObject.Block_setAccessibilityAttributedHintBlock, NSObject.Block_setAccessibilityAttributedLabelBlock, NSObject.Block_setAccessibilityAttributedUserInputLabelsBlock, NSObject.Block_setAccessibilityAttributedValueBlock, NSObject.Block_setAccessibilityContainerTypeBlock, NSObject.Block_setAccessibilityCustomActionsBlock, NSObject.Block_setAccessibilityCustomRotorsBlock, NSObject.Block_setAccessibilityDecrementBlock, NSObject.Block_setAccessibilityElementsBlock, NSObject.Block_setAccessibilityElementsHiddenBlock, NSObject.Block_setAccessibilityFrameBlock, NSObject.Block_setAccessibilityHeaderElementsBlock, NSObject.Block_setAccessibilityHintBlock, NSObject.Block_setAccessibilityIdentifierBlock, NSObject.Block_setAccessibilityIncrementBlock, NSObject.Block_setAccessibilityLabelBlock, NSObject.Block_setAccessibilityLanguageBlock, NSObject.Block_setAccessibilityMagicTapBlock, NSObject.Block_setAccessibilityNavigationStyleBlock, NSObject.Block_setAccessibilityPathBlock, NSObject.Block_setAccessibilityPerformEscapeBlock, NSObject.Block_setAccessibilityRespondsToUserInteractionBlock, NSObject.Block_setAccessibilityShouldGroupAccessibilityChildrenBlock, NSObject.Block_setAccessibilityTextualContextBlock, NSObject.Block_setAccessibilityTraitsBlock, NSObject.Block_setAccessibilityUserInputLabelsBlock, NSObject.Block_setAccessibilityValueBlock, NSObject.Block_setAccessibilityViewIsModalBlock, NSObject.Block_setAutomationElementsBlock, NSObject.Block_setIsAccessibilityElementBlock, NSObject.Function_instanceMethodForSelector_ret, NSObject.Function_methodForSelector_ret

Constructor Summary

Constructors

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

Method Summary

Modifier and Type	Method	Description
static boolean	accessInstanceVariablesDirectly()	Deprecated.
static MLCInstanceNormalizationLayer	alloc()	Deprecated.
static MLCInstanceNormalizationLayer	allocWithZone(org.moe.natj.general.ptr.VoidPtr zone)	Deprecated.
static boolean	automaticallyNotifiesObserversForKey(@NotNull java.lang.String key)	Deprecated.
@Nullable MLCTensor	beta()	Deprecated. [@property] beta The beta tensor
@Nullable MLCTensorParameter	betaParameter()	Deprecated. [@property] betaParameter The beta tensor parameter used for optimizer update
static void	cancelPreviousPerformRequestsWithTarget(@NotNull java.lang.Object aTarget)	Deprecated.
static void	cancelPreviousPerformRequestsWithTargetSelectorObject(@NotNull java.lang.Object aTarget, @NotNull org.moe.natj.objc.SEL aSelector, @Nullable java.lang.Object anArgument)	Deprecated.
static @NotNull NSArray<java.lang.String>	classFallbacksForKeyedArchiver()	Deprecated.
static @NotNull org.moe.natj.objc.Class	classForKeyedUnarchiver()	Deprecated.
static java.lang.String	debugDescription_static()	Deprecated.
static java.lang.String	description_static()	Deprecated.
long	featureChannelCount()	Deprecated. [@property] featureChannelCount The number of feature channels
@Nullable MLCTensor	gamma()	Deprecated. [@property] gamma The gamma tensor
@Nullable MLCTensorParameter	gammaParameter()	Deprecated. [@property] gammaParameter The gamma tensor parameter used for optimizer update
static long	hash_static()	Deprecated.
MLCInstanceNormalizationLayer	init()	Deprecated.
static NSObject.Function_instanceMethodForSelector_ret	instanceMethodForSelector(org.moe.natj.objc.SEL aSelector)	Deprecated.
static NSMethodSignature	instanceMethodSignatureForSelector(org.moe.natj.objc.SEL aSelector)	Deprecated.
static boolean	instancesRespondToSelector(org.moe.natj.objc.SEL aSelector)	Deprecated.
static boolean	isSubclassOfClass(org.moe.natj.objc.Class aClass)	Deprecated.
static @NotNull NSSet<java.lang.String>	keyPathsForValuesAffectingValueForKey(@NotNull java.lang.String key)	Deprecated.
static MLCInstanceNormalizationLayer	layerWithFeatureChannelCountBetaGammaVarianceEpsilon(long featureChannelCount, @Nullable MLCTensor beta, @Nullable MLCTensor gamma, float varianceEpsilon)	Deprecated. Create an instance normalization layer
static MLCInstanceNormalizationLayer	layerWithFeatureChannelCountBetaGammaVarianceEpsilonMomentum(long featureChannelCount, @Nullable MLCTensor beta, @Nullable MLCTensor gamma, float varianceEpsilon, float momentum)	Deprecated. Create an instance normalization layer
static MLCInstanceNormalizationLayer	layerWithFeatureChannelCountMeanVarianceBetaGammaVarianceEpsilonMomentum(long featureChannelCount, @NotNull MLCTensor mean, @NotNull MLCTensor variance, @Nullable MLCTensor beta, @Nullable MLCTensor gamma, float varianceEpsilon, float momentum)	Deprecated. Create an instance normalization layer
@Nullable MLCTensor	mean()	Deprecated. [@property] mean The running mean tensor API-Since: 14.5
float	momentum()	Deprecated. [@property] momentum The value used for the running mean and variance computation The default is 0.99f.
static MLCInstanceNormalizationLayer	new_objc()	Deprecated.
static boolean	resolveClassMethod(org.moe.natj.objc.SEL sel)	Deprecated.
static boolean	resolveInstanceMethod(org.moe.natj.objc.SEL sel)	Deprecated.
static void	setVersion_static(long aVersion)	Deprecated.
static org.moe.natj.objc.Class	superclass_static()	Deprecated.
static boolean	supportsDataTypeOnDevice(int dataType, @NotNull MLCDevice device)	Deprecated.
static boolean	useStoredAccessor()	Deprecated.
@Nullable MLCTensor	variance()	Deprecated. [@property] variance The running variance tensor API-Since: 14.5
float	varianceEpsilon()	Deprecated. [@property] varianceEpsilon A value used for numerical stability
static long	version_static()	Deprecated.

Methods inherited from class apple.mlcompute.MLCLayer

deviceType, isDebuggingEnabled, label, layerID, setIsDebuggingEnabled, setLabel

Methods inherited from class apple.NSObject

accessibilityActivate, accessibilityActivateBlock, accessibilityActivationPoint, accessibilityActivationPointBlock, accessibilityAssistiveTechnologyFocusedIdentifiers, accessibilityAttributedHint, accessibilityAttributedHintBlock, accessibilityAttributedLabel, accessibilityAttributedLabelBlock, accessibilityAttributedUserInputLabels, accessibilityAttributedUserInputLabelsBlock, accessibilityAttributedValue, accessibilityAttributedValueBlock, accessibilityContainerType, accessibilityContainerTypeBlock, accessibilityCustomActions, accessibilityCustomActionsBlock, accessibilityCustomRotors, accessibilityCustomRotorsBlock, accessibilityDecrement, accessibilityDecrementBlock, accessibilityDirectTouchOptions, accessibilityDragSourceDescriptors, accessibilityDropPointDescriptors, accessibilityElementAtIndex, accessibilityElementCount, accessibilityElementDidBecomeFocused, accessibilityElementDidLoseFocus, accessibilityElementIsFocused, accessibilityElements, accessibilityElementsBlock, accessibilityElementsHidden, accessibilityElementsHiddenBlock, accessibilityFrame, accessibilityFrameBlock, accessibilityHeaderElementsBlock, accessibilityHint, accessibilityHintBlock, accessibilityIdentifierBlock, accessibilityIncrement, accessibilityIncrementBlock, accessibilityLabel, accessibilityLabelBlock, accessibilityLanguage, accessibilityLanguageBlock, accessibilityMagicTapBlock, accessibilityNavigationStyle, accessibilityNavigationStyleBlock, accessibilityPath, accessibilityPathBlock, accessibilityPerformEscape, accessibilityPerformEscapeBlock, accessibilityPerformMagicTap, accessibilityRespondsToUserInteraction, accessibilityRespondsToUserInteractionBlock, accessibilityScroll, accessibilityShouldGroupAccessibilityChildrenBlock, accessibilityTextualContext, accessibilityTextualContextBlock, accessibilityTraits, accessibilityTraitsBlock, accessibilityUserInputLabels, accessibilityUserInputLabelsBlock, accessibilityValue, accessibilityValueBlock, accessibilityViewIsModal, accessibilityViewIsModalBlock, accessibilityZoomInAtPoint, accessibilityZoomOutAtPoint, addObserverForKeyPathOptionsContext, attemptRecoveryFromErrorOptionIndex, attemptRecoveryFromErrorOptionIndexDelegateDidRecoverSelectorContextInfo, autoContentAccessingProxy, automationElements, automationElementsBlock, awakeAfterUsingCoder, awakeFromNib, class_objc, classForCoder, classForKeyedArchiver, copy, dealloc, debugDescription, description, dictionaryWithValuesForKeys, didChangeValueForKey, didChangeValueForKeyWithSetMutationUsingObjects, didChangeValuesAtIndexesForKey, doesNotRecognizeSelector, fileManagerShouldProceedAfterError, fileManagerWillProcessPath, finalize_objc, forwardingTargetForSelector, forwardInvocation, handleQueryWithUnboundKey, handleTakeValueForUnboundKey, hash, indexOfAccessibilityElement, isAccessibilityElement, isAccessibilityElementBlock, 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, setAccessibilityActivateBlock, setAccessibilityActivationPoint, setAccessibilityActivationPointBlock, setAccessibilityAttributedHint, setAccessibilityAttributedHintBlock, setAccessibilityAttributedLabel, setAccessibilityAttributedLabelBlock, setAccessibilityAttributedUserInputLabels, setAccessibilityAttributedUserInputLabelsBlock, setAccessibilityAttributedValue, setAccessibilityAttributedValueBlock, setAccessibilityContainerType, setAccessibilityContainerTypeBlock, setAccessibilityCustomActions, setAccessibilityCustomActionsBlock, setAccessibilityCustomRotors, setAccessibilityCustomRotorsBlock, setAccessibilityDecrementBlock, setAccessibilityDirectTouchOptions, setAccessibilityDragSourceDescriptors, setAccessibilityDropPointDescriptors, setAccessibilityElements, setAccessibilityElementsBlock, setAccessibilityElementsHidden, setAccessibilityElementsHiddenBlock, setAccessibilityFrame, setAccessibilityFrameBlock, setAccessibilityHeaderElementsBlock, setAccessibilityHint, setAccessibilityHintBlock, setAccessibilityIdentifierBlock, setAccessibilityIncrementBlock, setAccessibilityLabel, setAccessibilityLabelBlock, setAccessibilityLanguage, setAccessibilityLanguageBlock, setAccessibilityMagicTapBlock, setAccessibilityNavigationStyle, setAccessibilityNavigationStyleBlock, setAccessibilityPath, setAccessibilityPathBlock, setAccessibilityPerformEscapeBlock, setAccessibilityRespondsToUserInteraction, setAccessibilityRespondsToUserInteractionBlock, setAccessibilityShouldGroupAccessibilityChildrenBlock, setAccessibilityTextualContext, setAccessibilityTextualContextBlock, setAccessibilityTraits, setAccessibilityTraitsBlock, setAccessibilityUserInputLabels, setAccessibilityUserInputLabelsBlock, setAccessibilityValue, setAccessibilityValueBlock, setAccessibilityViewIsModal, setAccessibilityViewIsModalBlock, setAutomationElements, setAutomationElementsBlock, setIsAccessibilityElement, setIsAccessibilityElementBlock, setNilValueForKey, setObservationInfo, setShouldGroupAccessibilityChildren, setValueForKey, setValueForKeyPath, setValueForUndefinedKey, setValuesForKeysWithDictionary, shouldGroupAccessibilityChildren, storedValueForKey, superclass, takeStoredValueForKey, takeValueForKey, takeValueForKeyPath, takeValuesFromDictionary, unableToSetNilForKey, validateValueForKeyError, validateValueForKeyPathError, valueForKey, valueForKeyPath, valueForUndefinedKey, valuesForKeys, 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

MLCInstanceNormalizationLayer

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

Deprecated.

Method Detail

accessInstanceVariablesDirectly

public static boolean accessInstanceVariablesDirectly()

Deprecated.

alloc

public static MLCInstanceNormalizationLayer alloc()

Deprecated.

allocWithZone

public static MLCInstanceNormalizationLayer allocWithZone(org.moe.natj.general.ptr.VoidPtr zone)

Deprecated.

automaticallyNotifiesObserversForKey

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

Deprecated.

beta

@Nullable
public @Nullable MLCTensor beta()

Deprecated.

[@property] beta The beta tensor

betaParameter

@Nullable
public @Nullable MLCTensorParameter betaParameter()

Deprecated.

[@property] betaParameter The beta tensor parameter used for optimizer update

cancelPreviousPerformRequestsWithTarget

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

Deprecated.

cancelPreviousPerformRequestsWithTargetSelectorObject

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

Deprecated.

classFallbacksForKeyedArchiver

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

Deprecated.

classForKeyedUnarchiver

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

Deprecated.

debugDescription_static

public static java.lang.String debugDescription_static()

Deprecated.

description_static

public static java.lang.String description_static()

Deprecated.

featureChannelCount

public long featureChannelCount()

Deprecated.

[@property] featureChannelCount The number of feature channels

gamma

@Nullable
public @Nullable MLCTensor gamma()

Deprecated.

[@property] gamma The gamma tensor

gammaParameter

@Nullable
public @Nullable MLCTensorParameter gammaParameter()

Deprecated.

[@property] gammaParameter The gamma tensor parameter used for optimizer update

hash_static

public static long hash_static()

Deprecated.

init

public MLCInstanceNormalizationLayer init()

Deprecated.

Overrides:

init in class MLCLayer

instanceMethodForSelector

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

Deprecated.

instanceMethodSignatureForSelector

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

Deprecated.

instancesRespondToSelector

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

Deprecated.

isSubclassOfClass

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

Deprecated.

keyPathsForValuesAffectingValueForKey

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

Deprecated.

layerWithFeatureChannelCountBetaGammaVarianceEpsilon

public static MLCInstanceNormalizationLayer layerWithFeatureChannelCountBetaGammaVarianceEpsilon(long featureChannelCount,
                                                                                                 @Nullable
                                                                                                 @Nullable MLCTensor beta,
                                                                                                 @Nullable
                                                                                                 @Nullable MLCTensor gamma,
                                                                                                 float varianceEpsilon)

Deprecated.

Create an instance normalization layer

Parameters:

featureChannelCount - The number of feature channels

beta - The beta tensor

gamma - The gamma tensor

varianceEpsilon - The epslion value

Returns:

A new instance normalization layer.

layerWithFeatureChannelCountBetaGammaVarianceEpsilonMomentum

public static MLCInstanceNormalizationLayer layerWithFeatureChannelCountBetaGammaVarianceEpsilonMomentum(long featureChannelCount,
                                                                                                         @Nullable
                                                                                                         @Nullable MLCTensor beta,
                                                                                                         @Nullable
                                                                                                         @Nullable MLCTensor gamma,
                                                                                                         float varianceEpsilon,
                                                                                                         float momentum)

Deprecated.

Create an instance normalization layer

Parameters:

featureChannelCount - The number of feature channels

beta - The beta tensor

gamma - The gamma tensor

varianceEpsilon - The epslion value

momentum - The momentum value for the running mean and variance computation

Returns:

A new instance normalization layer.

layerWithFeatureChannelCountMeanVarianceBetaGammaVarianceEpsilonMomentum

public static MLCInstanceNormalizationLayer layerWithFeatureChannelCountMeanVarianceBetaGammaVarianceEpsilonMomentum(long featureChannelCount,
                                                                                                                     @NotNull
                                                                                                                     @NotNull MLCTensor mean,
                                                                                                                     @NotNull
                                                                                                                     @NotNull MLCTensor variance,
                                                                                                                     @Nullable
                                                                                                                     @Nullable MLCTensor beta,
                                                                                                                     @Nullable
                                                                                                                     @Nullable MLCTensor gamma,
                                                                                                                     float varianceEpsilon,
                                                                                                                     float momentum)

Deprecated.

Create an instance normalization layer

Parameters:

featureChannelCount - The number of feature channels

mean - The running mean tensor

variance - The running variance tensor

beta - The beta tensor

gamma - The gamma tensor

varianceEpsilon - The epslion value

momentum - The momentum value for the running mean and variance computation

Returns:

A new instance normalization layer. API-Since: 14.5

mean

@Nullable
public @Nullable MLCTensor mean()

Deprecated.

[@property] mean The running mean tensor API-Since: 14.5

momentum

public float momentum()

Deprecated.

[@property] momentum The value used for the running mean and variance computation The default is 0.99f.

new_objc

public static MLCInstanceNormalizationLayer new_objc()

Deprecated.

resolveClassMethod

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

Deprecated.

resolveInstanceMethod

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

Deprecated.

setVersion_static

public static void setVersion_static(long aVersion)

Deprecated.

superclass_static

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

Deprecated.

supportsDataTypeOnDevice

public static boolean supportsDataTypeOnDevice(int dataType,
                                               @NotNull
                                               @NotNull MLCDevice device)

Deprecated.

variance

@Nullable
public @Nullable MLCTensor variance()

Deprecated.

[@property] variance The running variance tensor API-Since: 14.5

varianceEpsilon

public float varianceEpsilon()

Deprecated.

[@property] varianceEpsilon A value used for numerical stability

version_static

public static long version_static()

Deprecated.

useStoredAccessor

@Deprecated
public static boolean useStoredAccessor()

Deprecated.