apple.metalperformanceshaders

Class MPSCNNConvolutionGradientNode

java.lang.Object

org.moe.natj.general.NativeObject

org.moe.natj.objc.ObjCObject

apple.NSObject

apple.metalperformanceshaders.MPSNNFilterNode

apple.metalperformanceshaders.MPSNNGradientFilterNode

apple.metalperformanceshaders.MPSCNNConvolutionGradientNode

All Implemented Interfaces:

MPSNNTrainableNode, NSObject

Direct Known Subclasses:

MPSCNNConvolutionTransposeGradientNode, MPSCNNFullyConnectedGradientNode

public class MPSCNNConvolutionGradientNode
extends MPSNNGradientFilterNode
implements MPSNNTrainableNode

Nested Class Summary

Nested classes/interfaces inherited from class apple.metalperformanceshaders.MPSNNFilterNode

MPSNNFilterNode.Block_trainingGraphWithSourceGradientNodeHandler

Nested classes/interfaces inherited from class apple.NSObject

NSObject.Function_instanceMethodForSelector_ret, NSObject.Function_methodForSelector_ret

Constructor Summary

Constructors

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

Method Summary

Modifier and Type	Method and Description
static boolean	accessInstanceVariablesDirectly()
static MPSCNNConvolutionGradientNode	alloc()
static MPSCNNConvolutionGradientNode	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 NSArray<java.lang.String>	classFallbacksForKeyedArchiver()
static org.moe.natj.objc.Class	classForKeyedUnarchiver()
static java.lang.String	debugDescription_static()
static java.lang.String	description_static()
static long	hash_static()
MPSCNNConvolutionGradientNode	init()
MPSCNNConvolutionGradientNode	initWithSourceGradientSourceImageConvolutionGradientStateWeights(MPSNNImageNode sourceGradient, MPSNNImageNode sourceImage, MPSCNNConvolutionGradientStateNode gradientState, MPSCNNConvolutionDataSource weights) A node to represent the gradient calculation for convolution training.
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 MPSCNNConvolutionGradientNode	new_objc()
static MPSCNNConvolutionGradientNode	nodeWithSourceGradientSourceImageConvolutionGradientStateWeights(MPSNNImageNode sourceGradient, MPSNNImageNode sourceImage, MPSCNNConvolutionGradientStateNode gradientState, MPSCNNConvolutionDataSource weights) A node to represent the gradient calculation for convolution training.
static boolean	resolveClassMethod(org.moe.natj.objc.SEL sel)
static boolean	resolveInstanceMethod(org.moe.natj.objc.SEL sel)
void	setTrainingStyle(long value) Configure whether and when neural network training parameters are updated
static void	setVersion_static(long aVersion)
static org.moe.natj.objc.Class	superclass_static()
long	trainingStyle() Configure whether and when neural network training parameters are updated
static long	version_static()

Methods inherited from class apple.metalperformanceshaders.MPSNNFilterNode

gradientFiltersWithSource, gradientFiltersWithSources, gradientFilterWithSource, gradientFilterWithSources, label, paddingPolicy, resultImage, resultState, resultStates, setLabel, setPaddingPolicy, trainingGraphWithSourceGradientNodeHandler

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

MPSCNNConvolutionGradientNode

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

Method Detail

accessInstanceVariablesDirectly

public static boolean accessInstanceVariablesDirectly()

alloc

public static MPSCNNConvolutionGradientNode alloc()

allocWithZone

public static MPSCNNConvolutionGradientNode 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)

classFallbacksForKeyedArchiver

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

classForKeyedUnarchiver

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

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()

init

public MPSCNNConvolutionGradientNode init()

Overrides:

init in class MPSNNGradientFilterNode

initWithSourceGradientSourceImageConvolutionGradientStateWeights

public MPSCNNConvolutionGradientNode initWithSourceGradientSourceImageConvolutionGradientStateWeights(MPSNNImageNode sourceGradient,
                                                                                                      MPSNNImageNode sourceImage,
                                                                                                      MPSCNNConvolutionGradientStateNode gradientState,
                                                                                                      MPSCNNConvolutionDataSource weights)

A node to represent the gradient calculation for convolution training.

Parameters:

sourceGradient - The input gradient from the 'downstream' gradient filter. Often that is a neuron gradient filter node.

sourceImage - The input image from the forward convolution node

gradientState - The gradient state from the forward convolution

weights - The data source from the forward convolution. It may not contain an integrated neuron. Similary, any normalization should be broken out into a separate node. Pass nil to use the weights from the forward convolution pass.

Returns:

A MPSCNNConvolutionGradientNode

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)

new_objc

public static MPSCNNConvolutionGradientNode new_objc()

nodeWithSourceGradientSourceImageConvolutionGradientStateWeights

public static MPSCNNConvolutionGradientNode nodeWithSourceGradientSourceImageConvolutionGradientStateWeights(MPSNNImageNode sourceGradient,
                                                                                                             MPSNNImageNode sourceImage,
                                                                                                             MPSCNNConvolutionGradientStateNode gradientState,
                                                                                                             MPSCNNConvolutionDataSource weights)

A node to represent the gradient calculation for convolution training.

Parameters:

sourceGradient - The input gradient from the 'downstream' gradient filter. Often that is a neuron gradient filter node.

sourceImage - The input image from the forward convolution node

gradientState - The gradient state from the forward convolution

weights - The data source from the forward convolution. It may not contain an integrated neuron. Similary, any normalization should be broken out into a separate node. Pass nil to use the weights from the forward convolution pass.

Returns:

A MPSCNNConvolutionGradientNode

resolveClassMethod

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

resolveInstanceMethod

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

setTrainingStyle

public void setTrainingStyle(long value)

Description copied from interface: MPSNNTrainableNode

Configure whether and when neural network training parameters are updated

Default: MPSNNTrainingStyleUpdateDeviceGPU

Specified by:

setTrainingStyle in interface MPSNNTrainableNode

setVersion_static

public static void setVersion_static(long aVersion)

superclass_static

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

trainingStyle

public long trainingStyle()

Description copied from interface: MPSNNTrainableNode

Configure whether and when neural network training parameters are updated

Default: MPSNNTrainingStyleUpdateDeviceGPU

Specified by:

trainingStyle in interface MPSNNTrainableNode

version_static

public static long version_static()