apple.mlcompute

Class MLCYOLOLossLayer

java.lang.Object

org.moe.natj.general.NativeObject

org.moe.natj.objc.ObjCObject

apple.NSObject

apple.mlcompute.MLCLayer

apple.mlcompute.MLCLossLayer

apple.mlcompute.MLCYOLOLossLayer

All Implemented Interfaces:

NSObject

public class MLCYOLOLossLayer
extends MLCLossLayer

MLCYOLOLossLayer

A YOLO loss layer

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	MLCYOLOLossLayer(org.moe.natj.general.Pointer peer)

Method Summary

Modifier and Type	Method and Description
static boolean	accessInstanceVariablesDirectly()
static MLCYOLOLossLayer	alloc()
static MLCYOLOLossLayer	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)
static MLCYOLOLossLayer	categoricalCrossEntropyLossWithReductionTypeLabelSmoothingClassCountWeight(int reductionType, float labelSmoothing, long classCount, float weight)
static MLCYOLOLossLayer	categoricalCrossEntropyLossWithReductionTypeLabelSmoothingClassCountWeights(int reductionType, float labelSmoothing, long classCount, MLCTensor weights)
static NSArray<java.lang.String>	classFallbacksForKeyedArchiver()
static org.moe.natj.objc.Class	classForKeyedUnarchiver()
static MLCYOLOLossLayer	cosineDistanceLossWithReductionTypeWeight(int reductionType, float weight)
static MLCYOLOLossLayer	cosineDistanceLossWithReductionTypeWeights(int reductionType, MLCTensor weights)
static java.lang.String	debugDescription_static()
static java.lang.String	description_static()
static long	hash_static()
static MLCYOLOLossLayer	hingeLossWithReductionTypeWeight(int reductionType, float weight)
static MLCYOLOLossLayer	hingeLossWithReductionTypeWeights(int reductionType, MLCTensor weights)
static MLCYOLOLossLayer	huberLossWithReductionTypeDeltaWeight(int reductionType, float delta, float weight)
static MLCYOLOLossLayer	huberLossWithReductionTypeDeltaWeights(int reductionType, float delta, MLCTensor weights)
MLCYOLOLossLayer	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)
static MLCYOLOLossLayer	layerWithDescriptor(MLCYOLOLossDescriptor lossDescriptor) Create a YOLO loss layer
static MLCYOLOLossLayer	layerWithDescriptorWeights(MLCLossDescriptor lossDescriptor, MLCTensor weights)
static MLCYOLOLossLayer	logLossWithReductionTypeEpsilonWeight(int reductionType, float epsilon, float weight)
static MLCYOLOLossLayer	logLossWithReductionTypeEpsilonWeights(int reductionType, float epsilon, MLCTensor weights)
static MLCYOLOLossLayer	meanAbsoluteErrorLossWithReductionTypeWeight(int reductionType, float weight)
static MLCYOLOLossLayer	meanAbsoluteErrorLossWithReductionTypeWeights(int reductionType, MLCTensor weights)
static MLCYOLOLossLayer	meanSquaredErrorLossWithReductionTypeWeight(int reductionType, float weight)
static MLCYOLOLossLayer	meanSquaredErrorLossWithReductionTypeWeights(int reductionType, MLCTensor weights)
static MLCYOLOLossLayer	new_objc()
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 MLCYOLOLossLayer	sigmoidCrossEntropyLossWithReductionTypeLabelSmoothingWeight(int reductionType, float labelSmoothing, float weight)
static MLCYOLOLossLayer	sigmoidCrossEntropyLossWithReductionTypeLabelSmoothingWeights(int reductionType, float labelSmoothing, MLCTensor weights)
static MLCYOLOLossLayer	softmaxCrossEntropyLossWithReductionTypeLabelSmoothingClassCountWeight(int reductionType, float labelSmoothing, long classCount, float weight)
static MLCYOLOLossLayer	softmaxCrossEntropyLossWithReductionTypeLabelSmoothingClassCountWeights(int reductionType, float labelSmoothing, long classCount, MLCTensor weights)
static org.moe.natj.objc.Class	superclass_static()
static boolean	supportsDataTypeOnDevice(int dataType, MLCDevice device)
static long	version_static()
MLCYOLOLossDescriptor	yoloLossDescriptor() [@property] yoloLossDescriptor

Methods inherited from class apple.mlcompute.MLCLossLayer

descriptor, layerWithDescriptor, weights

Methods inherited from class apple.mlcompute.MLCLayer

deviceType, isDebuggingEnabled, label, layerID, setIsDebuggingEnabled, setLabel

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

MLCYOLOLossLayer

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

Method Detail

accessInstanceVariablesDirectly

public static boolean accessInstanceVariablesDirectly()

alloc

public static MLCYOLOLossLayer alloc()

allocWithZone

public static MLCYOLOLossLayer 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)

categoricalCrossEntropyLossWithReductionTypeLabelSmoothingClassCountWeight

public static MLCYOLOLossLayer categoricalCrossEntropyLossWithReductionTypeLabelSmoothingClassCountWeight(int reductionType,
                                                                                                          float labelSmoothing,
                                                                                                          long classCount,
                                                                                                          float weight)

categoricalCrossEntropyLossWithReductionTypeLabelSmoothingClassCountWeights

public static MLCYOLOLossLayer categoricalCrossEntropyLossWithReductionTypeLabelSmoothingClassCountWeights(int reductionType,
                                                                                                           float labelSmoothing,
                                                                                                           long classCount,
                                                                                                           MLCTensor weights)

classFallbacksForKeyedArchiver

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

classForKeyedUnarchiver

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

cosineDistanceLossWithReductionTypeWeight

public static MLCYOLOLossLayer cosineDistanceLossWithReductionTypeWeight(int reductionType,
                                                                         float weight)

cosineDistanceLossWithReductionTypeWeights

public static MLCYOLOLossLayer cosineDistanceLossWithReductionTypeWeights(int reductionType,
                                                                          MLCTensor weights)

debugDescription_static

public static java.lang.String debugDescription_static()

description_static

public static java.lang.String description_static()

hash_static

public static long hash_static()

hingeLossWithReductionTypeWeight

public static MLCYOLOLossLayer hingeLossWithReductionTypeWeight(int reductionType,
                                                                float weight)

hingeLossWithReductionTypeWeights

public static MLCYOLOLossLayer hingeLossWithReductionTypeWeights(int reductionType,
                                                                 MLCTensor weights)

huberLossWithReductionTypeDeltaWeight

public static MLCYOLOLossLayer huberLossWithReductionTypeDeltaWeight(int reductionType,
                                                                     float delta,
                                                                     float weight)

huberLossWithReductionTypeDeltaWeights

public static MLCYOLOLossLayer huberLossWithReductionTypeDeltaWeights(int reductionType,
                                                                      float delta,
                                                                      MLCTensor weights)

init

public MLCYOLOLossLayer init()

Overrides:

init in class MLCLossLayer

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)

layerWithDescriptor

public static MLCYOLOLossLayer layerWithDescriptor(MLCYOLOLossDescriptor lossDescriptor)

Create a YOLO loss layer

Parameters:

lossDescriptor - The loss descriptor

Returns:

A new YOLO loss layer.

layerWithDescriptorWeights

public static MLCYOLOLossLayer layerWithDescriptorWeights(MLCLossDescriptor lossDescriptor,
                                                          MLCTensor weights)

logLossWithReductionTypeEpsilonWeight

public static MLCYOLOLossLayer logLossWithReductionTypeEpsilonWeight(int reductionType,
                                                                     float epsilon,
                                                                     float weight)

logLossWithReductionTypeEpsilonWeights

public static MLCYOLOLossLayer logLossWithReductionTypeEpsilonWeights(int reductionType,
                                                                      float epsilon,
                                                                      MLCTensor weights)

meanAbsoluteErrorLossWithReductionTypeWeight

public static MLCYOLOLossLayer meanAbsoluteErrorLossWithReductionTypeWeight(int reductionType,
                                                                            float weight)

meanAbsoluteErrorLossWithReductionTypeWeights

public static MLCYOLOLossLayer meanAbsoluteErrorLossWithReductionTypeWeights(int reductionType,
                                                                             MLCTensor weights)

meanSquaredErrorLossWithReductionTypeWeight

public static MLCYOLOLossLayer meanSquaredErrorLossWithReductionTypeWeight(int reductionType,
                                                                           float weight)

meanSquaredErrorLossWithReductionTypeWeights

public static MLCYOLOLossLayer meanSquaredErrorLossWithReductionTypeWeights(int reductionType,
                                                                            MLCTensor weights)

new_objc

public static MLCYOLOLossLayer new_objc()

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)

sigmoidCrossEntropyLossWithReductionTypeLabelSmoothingWeight

public static MLCYOLOLossLayer sigmoidCrossEntropyLossWithReductionTypeLabelSmoothingWeight(int reductionType,
                                                                                            float labelSmoothing,
                                                                                            float weight)

sigmoidCrossEntropyLossWithReductionTypeLabelSmoothingWeights

public static MLCYOLOLossLayer sigmoidCrossEntropyLossWithReductionTypeLabelSmoothingWeights(int reductionType,
                                                                                             float labelSmoothing,
                                                                                             MLCTensor weights)

softmaxCrossEntropyLossWithReductionTypeLabelSmoothingClassCountWeight

public static MLCYOLOLossLayer softmaxCrossEntropyLossWithReductionTypeLabelSmoothingClassCountWeight(int reductionType,
                                                                                                      float labelSmoothing,
                                                                                                      long classCount,
                                                                                                      float weight)

softmaxCrossEntropyLossWithReductionTypeLabelSmoothingClassCountWeights

public static MLCYOLOLossLayer softmaxCrossEntropyLossWithReductionTypeLabelSmoothingClassCountWeights(int reductionType,
                                                                                                       float labelSmoothing,
                                                                                                       long classCount,
                                                                                                       MLCTensor weights)

superclass_static

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

supportsDataTypeOnDevice

public static boolean supportsDataTypeOnDevice(int dataType,
                                               MLCDevice device)

version_static

public static long version_static()

yoloLossDescriptor

public MLCYOLOLossDescriptor yoloLossDescriptor()

[@property] yoloLossDescriptor

The YOLO loss descriptor