apple.mlcompute

Class MLCLossDescriptor

java.lang.Object

org.moe.natj.general.NativeObject

org.moe.natj.objc.ObjCObject

apple.NSObject

apple.mlcompute.MLCLossDescriptor

All Implemented Interfaces:

NSCopying, NSObject

public class MLCLossDescriptor
extends NSObject
implements NSCopying

MLCLossDescriptor

The MLCLossDescriptor specifies a loss filter 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	MLCLossDescriptor(org.moe.natj.general.Pointer peer)

Method Summary

Modifier and Type	Method and Description
static boolean	accessInstanceVariablesDirectly()
static MLCLossDescriptor	alloc()
static MLCLossDescriptor	allocWithZone(org.moe.natj.general.ptr.VoidPtr zone)
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)
long	classCount() [@property] numberOfClasses
static NSArray<java.lang.String>	classFallbacksForKeyedArchiver()
static org.moe.natj.objc.Class	classForKeyedUnarchiver()
java.lang.Object	copyWithZone(org.moe.natj.general.ptr.VoidPtr zone)
static java.lang.String	debugDescription_static()
float	delta() [@property] delta
static java.lang.String	description_static()
static MLCLossDescriptor	descriptorWithTypeReductionType(int lossType, int reductionType) Create a loss descriptor object
static MLCLossDescriptor	descriptorWithTypeReductionTypeWeight(int lossType, int reductionType, float weight) Create a loss descriptor object
static MLCLossDescriptor	descriptorWithTypeReductionTypeWeightLabelSmoothingClassCount(int lossType, int reductionType, float weight, float labelSmoothing, long classCount) Create a loss descriptor object
static MLCLossDescriptor	descriptorWithTypeReductionTypeWeightLabelSmoothingClassCountEpsilonDelta(int lossType, int reductionType, float weight, float labelSmoothing, long classCount, float epsilon, float delta) Create a loss descriptor object
float	epsilon() [@property] epsilon
static long	hash_static()
MLCLossDescriptor	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	labelSmoothing() [@property] labelSmoothing
int	lossType() [@property] lossType
static MLCLossDescriptor	new_objc()
int	reductionType() [@property] reductionType
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()
float	weight() [@property] weight

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

MLCLossDescriptor

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

Method Detail

accessInstanceVariablesDirectly

public static boolean accessInstanceVariablesDirectly()

alloc

public static MLCLossDescriptor alloc()

allocWithZone

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

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)

classCount

public long classCount()

[@property] numberOfClasses

The number of classes parameter. The default value is 1.

This parameter is valid only for the loss function MLCLossTypeSoftmaxCrossEntropy.

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

debugDescription_static

public static java.lang.String debugDescription_static()

delta

public float delta()

[@property] delta

The delta parameter. The default value is 1.0f.

This parameter is valid only for the loss function MLCLossTypeHuber.

description_static

public static java.lang.String description_static()

descriptorWithTypeReductionType

public static MLCLossDescriptor descriptorWithTypeReductionType(int lossType,
                                                                int reductionType)

Create a loss descriptor object

Parameters:

lossType - The loss function.

reductionType - The reduction operation

Returns:

A new MLCLossDescriptor object

descriptorWithTypeReductionTypeWeight

public static MLCLossDescriptor descriptorWithTypeReductionTypeWeight(int lossType,
                                                                      int reductionType,
                                                                      float weight)

Create a loss descriptor object

Parameters:

lossType - The loss function.

reductionType - The reduction operation

weight - The scale factor to apply to each element of a result.

Returns:

A new MLCLossDescriptor object

descriptorWithTypeReductionTypeWeightLabelSmoothingClassCount

public static MLCLossDescriptor descriptorWithTypeReductionTypeWeightLabelSmoothingClassCount(int lossType,
                                                                                              int reductionType,
                                                                                              float weight,
                                                                                              float labelSmoothing,
                                                                                              long classCount)

Create a loss descriptor object

Parameters:

lossType - The loss function.

reductionType - The reduction operation

weight - The scale factor to apply to each element of a result.

labelSmoothing - The label smoothing parameter.

classCount - The number of classes parameter.

Returns:

A new MLCLossDescriptor object

descriptorWithTypeReductionTypeWeightLabelSmoothingClassCountEpsilonDelta

public static MLCLossDescriptor descriptorWithTypeReductionTypeWeightLabelSmoothingClassCountEpsilonDelta(int lossType,
                                                                                                          int reductionType,
                                                                                                          float weight,
                                                                                                          float labelSmoothing,
                                                                                                          long classCount,
                                                                                                          float epsilon,
                                                                                                          float delta)

Create a loss descriptor object

Parameters:

lossType - The loss function.

reductionType - The reduction operation

weight - The scale factor to apply to each element of a result.

labelSmoothing - The label smoothing parameter.

classCount - The number of classes parameter.

epsilon - The epsilon used by LogLoss

delta - The delta parameter used by Huber loss

Returns:

A new MLCLossDescriptor object

epsilon

public float epsilon()

[@property] epsilon

The epsilon parameter. The default value is 1e-7.

This parameter is valid only for the loss function MLCLossTypeLog.

hash_static

public static long hash_static()

init

public MLCLossDescriptor 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)

labelSmoothing

public float labelSmoothing()

[@property] labelSmoothing

The label smoothing parameter. The default value is 0.0.

This parameter is valid only for the loss functions of the following type(s): MLCLossTypeSoftmaxCrossEntropy and MLCLossTypeSigmoidCrossEntropy.

lossType

public int lossType()

[@property] lossType

Specifies the loss function.

new_objc

public static MLCLossDescriptor new_objc()

reductionType

public int reductionType()

[@property] reductionType

The reduction operation performed by the loss function.

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()

weight

public float weight()

[@property] weight

The scale factor to apply to each element of a result. The default value is 1.0.