apple.mlcompute

Class MLCOptimizerDescriptor

java.lang.Object

org.moe.natj.general.NativeObject

org.moe.natj.objc.ObjCObject

apple.NSObject

apple.mlcompute.MLCOptimizerDescriptor

All Implemented Interfaces:

NSCopying, NSObject

public class MLCOptimizerDescriptor
extends NSObject
implements NSCopying

MLCOptimizerDescriptor

The MLCOptimizerDescriptor specifies an optimizer descriptor.

Nested Class Summary

Nested classes/interfaces inherited from class apple.NSObject

NSObject.Function_instanceMethodForSelector_ret, NSObject.Function_methodForSelector_ret

Constructor Summary

Constructors

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

Method Summary

Modifier and Type	Method and Description
static boolean	accessInstanceVariablesDirectly()
static MLCOptimizerDescriptor	alloc()
static MLCOptimizerDescriptor	allocWithZone(org.moe.natj.general.ptr.VoidPtr zone)
boolean	appliesGradientClipping() [@property] appliesGradientClipping
static boolean	automaticallyNotifiesObserversForKey(java.lang.String key)
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()
java.lang.Object	copyWithZone(org.moe.natj.general.ptr.VoidPtr zone)
float	customGlobalNorm() [@property] customGlobalNorm
static java.lang.String	debugDescription_static()
static java.lang.String	description_static()
static MLCOptimizerDescriptor	descriptorWithLearningRateGradientRescaleAppliesGradientClippingGradientClipMaxGradientClipMinRegularizationTypeRegularizationScale(float learningRate, float gradientRescale, boolean appliesGradientClipping, float gradientClipMax, float gradientClipMin, int regularizationType, float regularizationScale) Create a MLCOptimizerDescriptor object
static MLCOptimizerDescriptor	descriptorWithLearningRateGradientRescaleAppliesGradientClippingGradientClippingTypeGradientClipMaxGradientClipMinMaximumClippingNormCustomGlobalNormRegularizationTypeRegularizationScale(float learningRate, float gradientRescale, boolean appliesGradientClipping, int gradientClippingType, float gradientClipMax, float gradientClipMin, float maximumClippingNorm, float customGlobalNorm, int regularizationType, float regularizationScale) Create an MLCOptimizerDescriptor object
static MLCOptimizerDescriptor	descriptorWithLearningRateGradientRescaleRegularizationTypeRegularizationScale(float learningRate, float gradientRescale, int regularizationType, float regularizationScale) Create a MLCOptimizerDescriptor object
float	gradientClipMax() [@property] gradientClipMax
float	gradientClipMin() [@property] gradientClipMin
int	gradientClippingType() [@property] gradientClippingType
float	gradientRescale() [@property] gradientRescale
static long	hash_static()
MLCOptimizerDescriptor	init()
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)
float	learningRate() [@property] learningRate
float	maximumClippingNorm() [@property] maximumClippingNorm
static MLCOptimizerDescriptor	new_objc()
float	regularizationScale() [@property] regularizationScale
int	regularizationType() [@property] regularizationType
static boolean	resolveClassMethod(org.moe.natj.objc.SEL sel)
static boolean	resolveInstanceMethod(org.moe.natj.objc.SEL sel)
static void	setVersion_static(long aVersion)
static org.moe.natj.objc.Class	superclass_static()
static long	version_static()

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

MLCOptimizerDescriptor

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

Method Detail

accessInstanceVariablesDirectly

public static boolean accessInstanceVariablesDirectly()

alloc

public static MLCOptimizerDescriptor alloc()

allocWithZone

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

appliesGradientClipping

public boolean appliesGradientClipping()

[@property] appliesGradientClipping

Whether gradient clipping should be applied or not.

The default is false

automaticallyNotifiesObserversForKey

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

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()

copyWithZone

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

Specified by:

copyWithZone in interface NSCopying

customGlobalNorm

public float customGlobalNorm()

[@property] customGlobalNorm

Used only with MLCGradientClippingTypeByGlobalNorm. If non zero, this norm will be used in place of global norm.

debugDescription_static

public static java.lang.String debugDescription_static()

description_static

public static java.lang.String description_static()

descriptorWithLearningRateGradientRescaleAppliesGradientClippingGradientClipMaxGradientClipMinRegularizationTypeRegularizationScale

public static MLCOptimizerDescriptor descriptorWithLearningRateGradientRescaleAppliesGradientClippingGradientClipMaxGradientClipMinRegularizationTypeRegularizationScale(float learningRate,
                                                                                                                                                                         float gradientRescale,
                                                                                                                                                                         boolean appliesGradientClipping,
                                                                                                                                                                         float gradientClipMax,
                                                                                                                                                                         float gradientClipMin,
                                                                                                                                                                         int regularizationType,
                                                                                                                                                                         float regularizationScale)

Create a MLCOptimizerDescriptor object

Parameters:

learningRate - The learning rate

gradientRescale - The gradient rescale value

appliesGradientClipping - Whether to apply gradient clipping

gradientClipMax - The maximum gradient value to be used with gradient clipping

gradientClipMin - The minimum gradient value to be used with gradient clipping

regularizationType - The regularization type

regularizationScale - The regularization scale

Returns:

A new MLCOptimizerDescriptor object.

descriptorWithLearningRateGradientRescaleAppliesGradientClippingGradientClippingTypeGradientClipMaxGradientClipMinMaximumClippingNormCustomGlobalNormRegularizationTypeRegularizationScale

public static MLCOptimizerDescriptor descriptorWithLearningRateGradientRescaleAppliesGradientClippingGradientClippingTypeGradientClipMaxGradientClipMinMaximumClippingNormCustomGlobalNormRegularizationTypeRegularizationScale(float learningRate,
                                                                                                                                                                                                                                float gradientRescale,
                                                                                                                                                                                                                                boolean appliesGradientClipping,
                                                                                                                                                                                                                                int gradientClippingType,
                                                                                                                                                                                                                                float gradientClipMax,
                                                                                                                                                                                                                                float gradientClipMin,
                                                                                                                                                                                                                                float maximumClippingNorm,
                                                                                                                                                                                                                                float customGlobalNorm,
                                                                                                                                                                                                                                int regularizationType,
                                                                                                                                                                                                                                float regularizationScale)

Create an MLCOptimizerDescriptor object

Parameters:

learningRate - The learning rate

gradientRescale - The gradient rescale value

appliesGradientClipping - Whether to apply gradient clipping

gradientClippingType - The type of clipping applied to gradients

gradientClipMax - The maximum gradient value to be used with gradient clipping

gradientClipMin - The minimum gradient value to be used with gradient clipping

maximumClippingNorm - The maximum norm to be used with gradient clipping

customGlobalNorm - If non-zero, the norm to be used instead of calculating the global norm

regularizationType - The regularization type

regularizationScale - The regularization scale

Returns:

A new MLCOptimizerDescriptor object.

descriptorWithLearningRateGradientRescaleRegularizationTypeRegularizationScale

public static MLCOptimizerDescriptor descriptorWithLearningRateGradientRescaleRegularizationTypeRegularizationScale(float learningRate,
                                                                                                                    float gradientRescale,
                                                                                                                    int regularizationType,
                                                                                                                    float regularizationScale)

Create a MLCOptimizerDescriptor object

Parameters:

learningRate - The learning rate

gradientRescale - The gradient rescale value

regularizationType - The regularization type

regularizationScale - The regularization scale

Returns:

A new MLCOptimizerDescriptor object.

gradientClipMax

public float gradientClipMax()

[@property] gradientClipMax

The maximum gradient value if gradient clipping is enabled before gradient is rescaled.

gradientClipMin

public float gradientClipMin()

[@property] gradientClipMin

The minimum gradient value if gradient clipping is enabled before gradient is rescaled.

gradientClippingType

public int gradientClippingType()

[@property] gradientClippingType

The type of clipping applied to gradient

gradientRescale

public float gradientRescale()

[@property] gradientRescale

The rescale value applied to gradients during optimizer update

hash_static

public static long hash_static()

init

public MLCOptimizerDescriptor init()

Overrides:

init in class NSObject

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 float learningRate()

[@property] learningRate

The learning rate

maximumClippingNorm

public float maximumClippingNorm()

[@property] maximumClippingNorm

The maximum clipping value

new_objc

public static MLCOptimizerDescriptor new_objc()

regularizationScale

public float regularizationScale()

[@property] regularizationScale

The regularization scale.

regularizationType

public int regularizationType()

[@property] regularizationType

The regularization type.

resolveClassMethod

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

resolveInstanceMethod

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

setVersion_static

public static void setVersion_static(long aVersion)

superclass_static

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

version_static

public static long version_static()