apple.metalperformanceshaders

Class MPSCNNConvolutionNode

java.lang.Object

org.moe.natj.general.NativeObject

org.moe.natj.objc.ObjCObject

apple.NSObject

apple.metalperformanceshaders.MPSNNFilterNode

apple.metalperformanceshaders.MPSCNNConvolutionNode

All Implemented Interfaces:

MPSNNTrainableNode, NSObject

Direct Known Subclasses:

MPSCNNBinaryConvolutionNode, MPSCNNConvolutionTransposeNode, MPSCNNFullyConnectedNode

public class MPSCNNConvolutionNode
extends MPSNNFilterNode
implements MPSNNTrainableNode

A MPSNNFilterNode representing a MPSCNNConvolution kernel

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

Method Summary

Modifier and Type	Method and Description
static boolean	accessInstanceVariablesDirectly()
long	accumulatorPrecision() Set the floating-point precision used by the convolution accumulator
static MPSCNNConvolutionNode	alloc()
static MPSCNNConvolutionNode	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()
MPSCNNConvolutionGradientStateNode	convolutionGradientState() A node to represent a MPSCNNConvolutionGradientState object
static java.lang.String	debugDescription_static()
static java.lang.String	description_static()
static long	hash_static()
MPSCNNConvolutionNode	init()
MPSCNNConvolutionNode	initWithSourceWeights(MPSNNImageNode sourceNode, MPSCNNConvolutionDataSource weights) Init a node representing a MPSCNNConvolution kernel
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 MPSCNNConvolutionNode	new_objc()
static MPSCNNConvolutionNode	nodeWithSourceWeights(MPSNNImageNode sourceNode, MPSCNNConvolutionDataSource weights) Init an autoreleased not representing a MPSCNNConvolution kernel
static boolean	resolveClassMethod(org.moe.natj.objc.SEL sel)
static boolean	resolveInstanceMethod(org.moe.natj.objc.SEL sel)
void	setAccumulatorPrecision(long value) Set the floating-point precision used by the convolution accumulator
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

MPSCNNConvolutionNode

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

Method Detail

accessInstanceVariablesDirectly

public static boolean accessInstanceVariablesDirectly()

alloc

public static MPSCNNConvolutionNode alloc()

allocWithZone

public static MPSCNNConvolutionNode 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 MPSCNNConvolutionNode init()

Overrides:

init in class MPSNNFilterNode

initWithSourceWeights

public MPSCNNConvolutionNode initWithSourceWeights(MPSNNImageNode sourceNode,
                                                   MPSCNNConvolutionDataSource weights)

Init a node representing a MPSCNNConvolution kernel

Parameters:

sourceNode - The MPSNNImageNode representing the source MPSImage for the filter

weights - A pointer to a valid object conforming to the MPSCNNConvolutionDataSource protocol. This object is provided by you to encapsulate storage for convolution weights and biases. If it is used for training, it may not have a neuron embedded in the convolution descriptor.

Returns:

A new MPSNNFilter node for a MPSCNNConvolution kernel.

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 MPSCNNConvolutionNode new_objc()

nodeWithSourceWeights

public static MPSCNNConvolutionNode nodeWithSourceWeights(MPSNNImageNode sourceNode,
                                                          MPSCNNConvolutionDataSource weights)

Init an autoreleased not representing a MPSCNNConvolution kernel

Parameters:

sourceNode - The MPSNNImageNode representing the source MPSImage for the filter

weights - A pointer to a valid object conforming to the MPSCNNConvolutionDataSource protocol. This object is provided by you to encapsulate storage for convolution weights and biases. If it is used for training, it may not have a neuron embedded in the convolution descriptor.

Returns:

A new MPSNNFilter node for a MPSCNNConvolution kernel.

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()

accumulatorPrecision

public long accumulatorPrecision()

Set the floating-point precision used by the convolution accumulator

Default: MPSNNConvolutionAccumulatorPrecisionOptionFloat

convolutionGradientState

public MPSCNNConvolutionGradientStateNode convolutionGradientState()

A node to represent a MPSCNNConvolutionGradientState object

Use this if the convolution is mirrored by a convolution transpose node later on in the graph to make sure that the size of the image returned from the convolution transpose matches the size of the image passed in to this node.

setAccumulatorPrecision

public void setAccumulatorPrecision(long value)

Set the floating-point precision used by the convolution accumulator

Default: MPSNNConvolutionAccumulatorPrecisionOptionFloat

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

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