Package apple.mlcompute

Class MLCLossLayer

java.lang.Object

org.moe.natj.general.NativeObject

org.moe.natj.objc.ObjCObject

apple.NSObject

apple.mlcompute.MLCLayer

apple.mlcompute.MLCLossLayer

All Implemented Interfaces:

NSObject

Direct Known Subclasses:

MLCYOLOLossLayer

@Deprecated
public class MLCLossLayer
extends MLCLayer

Deprecated.

MLCLossLayer A loss layer 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	MLCLossLayer(org.moe.natj.general.Pointer peer)	Deprecated.

Method Summary

Modifier and Type	Method	Description
static boolean	accessInstanceVariablesDirectly()	Deprecated.
static MLCLossLayer	alloc()	Deprecated.
static MLCLossLayer	allocWithZone(org.moe.natj.general.ptr.VoidPtr zone)	Deprecated.
static boolean	automaticallyNotifiesObserversForKey(@NotNull java.lang.String key)	Deprecated.
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 MLCLossLayer	categoricalCrossEntropyLossWithReductionTypeLabelSmoothingClassCountWeight(int reductionType, float labelSmoothing, long classCount, float weight)	Deprecated. Create a loss layer
static @NotNull MLCLossLayer	categoricalCrossEntropyLossWithReductionTypeLabelSmoothingClassCountWeights(int reductionType, float labelSmoothing, long classCount, @Nullable MLCTensor weights)	Deprecated. Create a loss layer
static @NotNull NSArray<java.lang.String>	classFallbacksForKeyedArchiver()	Deprecated.
static @NotNull org.moe.natj.objc.Class	classForKeyedUnarchiver()	Deprecated.
static @NotNull MLCLossLayer	cosineDistanceLossWithReductionTypeWeight(int reductionType, float weight)	Deprecated. Create a loss layer
static @NotNull MLCLossLayer	cosineDistanceLossWithReductionTypeWeights(int reductionType, @Nullable MLCTensor weights)	Deprecated. Create a loss layer
static java.lang.String	debugDescription_static()	Deprecated.
static java.lang.String	description_static()	Deprecated.
@NotNull MLCLossDescriptor	descriptor()	Deprecated. [@property] descriptor The loss descriptor
static long	hash_static()	Deprecated.
static @NotNull MLCLossLayer	hingeLossWithReductionTypeWeight(int reductionType, float weight)	Deprecated. Create a loss layer
static @NotNull MLCLossLayer	hingeLossWithReductionTypeWeights(int reductionType, @Nullable MLCTensor weights)	Deprecated. Create a loss layer
static @NotNull MLCLossLayer	huberLossWithReductionTypeDeltaWeight(int reductionType, float delta, float weight)	Deprecated. Create a loss layer
static @NotNull MLCLossLayer	huberLossWithReductionTypeDeltaWeights(int reductionType, float delta, @Nullable MLCTensor weights)	Deprecated. Create a loss layer
MLCLossLayer	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 MLCLossLayer	layerWithDescriptor(@NotNull MLCLossDescriptor lossDescriptor)	Deprecated. Create a loss layer
static MLCLossLayer	layerWithDescriptorWeights(@NotNull MLCLossDescriptor lossDescriptor, @NotNull MLCTensor weights)	Deprecated. Create a MLComputeLoss layer
static @NotNull MLCLossLayer	logLossWithReductionTypeEpsilonWeight(int reductionType, float epsilon, float weight)	Deprecated. Create a loss layer
static @NotNull MLCLossLayer	logLossWithReductionTypeEpsilonWeights(int reductionType, float epsilon, @Nullable MLCTensor weights)	Deprecated. Create a loss layer
static @NotNull MLCLossLayer	meanAbsoluteErrorLossWithReductionTypeWeight(int reductionType, float weight)	Deprecated. Create a loss layer
static @NotNull MLCLossLayer	meanAbsoluteErrorLossWithReductionTypeWeights(int reductionType, @Nullable MLCTensor weights)	Deprecated. Create a loss layer
static @NotNull MLCLossLayer	meanSquaredErrorLossWithReductionTypeWeight(int reductionType, float weight)	Deprecated. Create a loss layer
static @NotNull MLCLossLayer	meanSquaredErrorLossWithReductionTypeWeights(int reductionType, @Nullable MLCTensor weights)	Deprecated. Create a loss layer
static MLCLossLayer	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 @NotNull MLCLossLayer	sigmoidCrossEntropyLossWithReductionTypeLabelSmoothingWeight(int reductionType, float labelSmoothing, float weight)	Deprecated. Create a loss layer
static @NotNull MLCLossLayer	sigmoidCrossEntropyLossWithReductionTypeLabelSmoothingWeights(int reductionType, float labelSmoothing, @Nullable MLCTensor weights)	Deprecated. Create a loss layer
static @NotNull MLCLossLayer	softmaxCrossEntropyLossWithReductionTypeLabelSmoothingClassCountWeight(int reductionType, float labelSmoothing, long classCount, float weight)	Deprecated. Create a loss layer
static @NotNull MLCLossLayer	softmaxCrossEntropyLossWithReductionTypeLabelSmoothingClassCountWeights(int reductionType, float labelSmoothing, long classCount, @Nullable MLCTensor weights)	Deprecated. Create a loss layer
static org.moe.natj.objc.Class	superclass_static()	Deprecated.
static boolean	supportsDataTypeOnDevice(int dataType, @NotNull MLCDevice device)	Deprecated.
static boolean	useStoredAccessor()	Deprecated.
static long	version_static()	Deprecated.
@Nullable MLCTensor	weights()	Deprecated. [@property] weights The loss label weights tensor

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

MLCLossLayer

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

Deprecated.

Method Detail

accessInstanceVariablesDirectly

public static boolean accessInstanceVariablesDirectly()

Deprecated.

alloc

public static MLCLossLayer alloc()

Deprecated.

allocWithZone

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

Deprecated.

automaticallyNotifiesObserversForKey

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

Deprecated.

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.

categoricalCrossEntropyLossWithReductionTypeLabelSmoothingClassCountWeight

@NotNull
public static @NotNull MLCLossLayer categoricalCrossEntropyLossWithReductionTypeLabelSmoothingClassCountWeight(int reductionType,
                                                                                                               float labelSmoothing,
                                                                                                               long classCount,
                                                                                                               float weight)

Deprecated.

Create a loss layer

Parameters:

reductionType - The reduction type to use

labelSmoothing - Label smoothing value

classCount - Number of classes

weight - A scalar floating point value

Returns:

A new categorical cross entropy loss layer.

categoricalCrossEntropyLossWithReductionTypeLabelSmoothingClassCountWeights

@NotNull
public static @NotNull MLCLossLayer categoricalCrossEntropyLossWithReductionTypeLabelSmoothingClassCountWeights(int reductionType,
                                                                                                                float labelSmoothing,
                                                                                                                long classCount,
                                                                                                                @Nullable
                                                                                                                @Nullable MLCTensor weights)

Deprecated.

Create a loss layer

Parameters:

reductionType - The reduction type to use

labelSmoothing - Label smoothing value

classCount - Number of classes

weights - The loss label weights tensor

Returns:

A new categorical cross entropy loss layer.

classFallbacksForKeyedArchiver

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

Deprecated.

classForKeyedUnarchiver

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

Deprecated.

cosineDistanceLossWithReductionTypeWeight

@NotNull
public static @NotNull MLCLossLayer cosineDistanceLossWithReductionTypeWeight(int reductionType,
                                                                              float weight)

Deprecated.

Create a loss layer

Parameters:

reductionType - The reduction type to use

weight - A scalar floating-point value

Returns:

A new cosine distance loss layer.

cosineDistanceLossWithReductionTypeWeights

@NotNull
public static @NotNull MLCLossLayer cosineDistanceLossWithReductionTypeWeights(int reductionType,
                                                                               @Nullable
                                                                               @Nullable MLCTensor weights)

Deprecated.

Create a loss layer

Parameters:

reductionType - The reduction type to use

weights - The loss label weights tensor

Returns:

A new cosine distance loss layer.

debugDescription_static

public static java.lang.String debugDescription_static()

Deprecated.

description_static

public static java.lang.String description_static()

Deprecated.

descriptor

@NotNull
public @NotNull MLCLossDescriptor descriptor()

Deprecated.

[@property] descriptor The loss descriptor

hash_static

public static long hash_static()

Deprecated.

hingeLossWithReductionTypeWeight

@NotNull
public static @NotNull MLCLossLayer hingeLossWithReductionTypeWeight(int reductionType,
                                                                     float weight)

Deprecated.

Create a loss layer

Parameters:

reductionType - The reduction type to use

weight - A scalar floating-point value

Returns:

A new hinge loss layer.

hingeLossWithReductionTypeWeights

@NotNull
public static @NotNull MLCLossLayer hingeLossWithReductionTypeWeights(int reductionType,
                                                                      @Nullable
                                                                      @Nullable MLCTensor weights)

Deprecated.

Create a loss layer

Parameters:

reductionType - The reduction type to use

weights - The loss label weights tensor

Returns:

A new hinge loss layer.

huberLossWithReductionTypeDeltaWeight

@NotNull
public static @NotNull MLCLossLayer huberLossWithReductionTypeDeltaWeight(int reductionType,
                                                                          float delta,
                                                                          float weight)

Deprecated.

Create a loss layer

Parameters:

reductionType - The reduction type to use

delta - The delta parameter

weight - A scalar floating-point value

Returns:

A new huber loss layer.

huberLossWithReductionTypeDeltaWeights

@NotNull
public static @NotNull MLCLossLayer huberLossWithReductionTypeDeltaWeights(int reductionType,
                                                                           float delta,
                                                                           @Nullable
                                                                           @Nullable MLCTensor weights)

Deprecated.

Create a loss layer

Parameters:

reductionType - The reduction type to use

delta - The delta parameter

weights - The loss label weights tensor

Returns:

A new huber loss layer.

init

public MLCLossLayer 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.

layerWithDescriptor

public static MLCLossLayer layerWithDescriptor(@NotNull
                                               @NotNull MLCLossDescriptor lossDescriptor)

Deprecated.

Create a loss layer

Parameters:

lossDescriptor - The loss descriptor

Returns:

A new loss layer.

layerWithDescriptorWeights

public static MLCLossLayer layerWithDescriptorWeights(@NotNull
                                                      @NotNull MLCLossDescriptor lossDescriptor,
                                                      @NotNull
                                                      @NotNull MLCTensor weights)

Deprecated.

Create a MLComputeLoss layer

Parameters:

lossDescriptor - The loss descriptor

weights - The loss label weights tensor

Returns:

A new loss layer.

logLossWithReductionTypeEpsilonWeight

@NotNull
public static @NotNull MLCLossLayer logLossWithReductionTypeEpsilonWeight(int reductionType,
                                                                          float epsilon,
                                                                          float weight)

Deprecated.

Create a loss layer

Parameters:

reductionType - The reduction type to use

epsilon - The epsilon parameter

weight - A scalar floating-point value

Returns:

A new log loss layer.

logLossWithReductionTypeEpsilonWeights

@NotNull
public static @NotNull MLCLossLayer logLossWithReductionTypeEpsilonWeights(int reductionType,
                                                                           float epsilon,
                                                                           @Nullable
                                                                           @Nullable MLCTensor weights)

Deprecated.

Create a loss layer

Parameters:

reductionType - The reduction type to use

epsilon - The epsilon parameter

weights - The loss label weights tensor

Returns:

A new log loss layer.

meanAbsoluteErrorLossWithReductionTypeWeight

@NotNull
public static @NotNull MLCLossLayer meanAbsoluteErrorLossWithReductionTypeWeight(int reductionType,
                                                                                 float weight)

Deprecated.

Create a loss layer

Parameters:

reductionType - The reduction type to use

weight - A scalar floating-point value

Returns:

A new L1 i.e. mean absolute error loss layer.

meanAbsoluteErrorLossWithReductionTypeWeights

@NotNull
public static @NotNull MLCLossLayer meanAbsoluteErrorLossWithReductionTypeWeights(int reductionType,
                                                                                  @Nullable
                                                                                  @Nullable MLCTensor weights)

Deprecated.

Create a loss layer

Parameters:

reductionType - The reduction type to use

weights - The loss label weights tensor

Returns:

A new L1 i.e. mean absolute error loss layer.

meanSquaredErrorLossWithReductionTypeWeight

@NotNull
public static @NotNull MLCLossLayer meanSquaredErrorLossWithReductionTypeWeight(int reductionType,
                                                                                float weight)

Deprecated.

Create a loss layer

Parameters:

reductionType - The reduction type to use

weight - A scalar floating-point value

Returns:

A new L2 i.e. mean squared error loss layer.

meanSquaredErrorLossWithReductionTypeWeights

@NotNull
public static @NotNull MLCLossLayer meanSquaredErrorLossWithReductionTypeWeights(int reductionType,
                                                                                 @Nullable
                                                                                 @Nullable MLCTensor weights)

Deprecated.

Create a loss layer

Parameters:

reductionType - The reduction type to use

weights - The loss label weights tensor

Returns:

A new L2 i.e. mean squared error loss layer.

new_objc

public static MLCLossLayer 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.

sigmoidCrossEntropyLossWithReductionTypeLabelSmoothingWeight

@NotNull
public static @NotNull MLCLossLayer sigmoidCrossEntropyLossWithReductionTypeLabelSmoothingWeight(int reductionType,
                                                                                                 float labelSmoothing,
                                                                                                 float weight)

Deprecated.

Create a loss layer

Parameters:

reductionType - The reduction type to use

labelSmoothing - Label smoothing value

weight - A scalar floating-point value

Returns:

A new sigmoid cross entropy loss layer.

sigmoidCrossEntropyLossWithReductionTypeLabelSmoothingWeights

@NotNull
public static @NotNull MLCLossLayer sigmoidCrossEntropyLossWithReductionTypeLabelSmoothingWeights(int reductionType,
                                                                                                  float labelSmoothing,
                                                                                                  @Nullable
                                                                                                  @Nullable MLCTensor weights)

Deprecated.

Create a loss layer

Parameters:

reductionType - The reduction type to use

labelSmoothing - Label smoothing value

weights - The loss label weights tensor

Returns:

A new sigmoid cross entropy loss layer.

softmaxCrossEntropyLossWithReductionTypeLabelSmoothingClassCountWeight

@NotNull
public static @NotNull MLCLossLayer softmaxCrossEntropyLossWithReductionTypeLabelSmoothingClassCountWeight(int reductionType,
                                                                                                           float labelSmoothing,
                                                                                                           long classCount,
                                                                                                           float weight)

Deprecated.

Create a loss layer

Parameters:

reductionType - The reduction type to use

labelSmoothing - Label smoothing value

classCount - Number of classes

weight - A scalar floating point value

Returns:

A new softmax cross entropy loss layer.

softmaxCrossEntropyLossWithReductionTypeLabelSmoothingClassCountWeights

@NotNull
public static @NotNull MLCLossLayer softmaxCrossEntropyLossWithReductionTypeLabelSmoothingClassCountWeights(int reductionType,
                                                                                                            float labelSmoothing,
                                                                                                            long classCount,
                                                                                                            @Nullable
                                                                                                            @Nullable MLCTensor weights)

Deprecated.

Create a loss layer

Parameters:

reductionType - The reduction type to use

labelSmoothing - Label smoothing value

classCount - Number of classes

weights - The loss label weights tensor

Returns:

A new softmax cross entropy loss layer.

superclass_static

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

Deprecated.

supportsDataTypeOnDevice

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

Deprecated.

version_static

public static long version_static()

Deprecated.

weights

@Nullable
public @Nullable MLCTensor weights()

Deprecated.

[@property] weights The loss label weights tensor

useStoredAccessor

@Deprecated
public static boolean useStoredAccessor()

Deprecated.