Package org.robovm.apple.metalps

Class MPSNNOptimizerAdam

java.lang.Object

org.robovm.rt.bro.NativeObject

org.robovm.objc.ObjCObject

org.robovm.apple.foundation.NSObject

org.robovm.apple.metalps.MPSKernel

org.robovm.apple.metalps.MPSNNOptimizer

org.robovm.apple.metalps.MPSNNOptimizerAdam

All Implemented Interfaces:

NSCoding, NSObjectProtocol, NSSecureCoding, ObjCProtocol

public class MPSNNOptimizerAdam
extends MPSNNOptimizer

Since:

Available in iOS 12.0 and later.

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	MPSNNOptimizerAdam.MPSNNOptimizerAdamPtr

Nested classes/interfaces inherited from class org.robovm.apple.metalps.MPSNNOptimizer

MPSNNOptimizer.MPSNNOptimizerPtr

Nested classes/interfaces inherited from class org.robovm.apple.metalps.MPSKernel

MPSKernel.MPSKernelPtr

Nested classes/interfaces inherited from class org.robovm.apple.foundation.NSObject

NSObject.Handle, NSObject.Marshaler, NSObject.NoRetainMarshaler, NSObject.NSKeyValueObserver, NSObject.NSObjectPtr, NSObject.SkipInit

Nested classes/interfaces inherited from class org.robovm.objc.ObjCObject

ObjCObject.ObjCObjectPtr, ObjCObject.Super

Field Summary

Fields inherited from class org.robovm.apple.foundation.NSObject

FLAG_NO_RETAIN

Fields inherited from class org.robovm.objc.ObjCObject

customClass

Constructor Summary

Constructors

Modifier	Constructor	Description
	MPSNNOptimizerAdam()
	MPSNNOptimizerAdam(NSCoder coder)
	MPSNNOptimizerAdam(NSCoder decoder, MTLDevice device)
protected	MPSNNOptimizerAdam(NSObject.Handle h, long handle)
protected	MPSNNOptimizerAdam(NSObject.SkipInit skipInit)
	MPSNNOptimizerAdam(MTLDevice device, double beta1, double beta2, float epsilon, long timeStep, MPSNNOptimizerDescriptor optimizerDescriptor)
	MPSNNOptimizerAdam(MTLDevice device, float learningRate)

Method Summary

Modifier and Type	Method	Description
void	encode(MTLCommandBuffer commandBuffer, MPSCNNBatchNormalizationState batchNormalizationState, NSArray<MPSVector> inputMomentumVectors, NSArray<MPSVector> inputVelocityVectors, NSArray<MPSVector> maximumVelocityVectors, MPSCNNNormalizationGammaAndBetaState resultState)
void	encode(MTLCommandBuffer commandBuffer, MPSCNNBatchNormalizationState batchNormalizationState, NSArray<MPSVector> inputMomentumVectors, NSArray<MPSVector> inputVelocityVectors, MPSCNNNormalizationGammaAndBetaState resultState)
void	encode(MTLCommandBuffer commandBuffer, MPSCNNBatchNormalizationState batchNormalizationGradientState, MPSCNNBatchNormalizationState batchNormalizationSourceState, NSArray<MPSVector> inputMomentumVectors, NSArray<MPSVector> inputVelocityVectors, NSArray<MPSVector> maximumVelocityVectors, MPSCNNNormalizationGammaAndBetaState resultState)
void	encode(MTLCommandBuffer commandBuffer, MPSCNNBatchNormalizationState batchNormalizationGradientState, MPSCNNBatchNormalizationState batchNormalizationSourceState, NSArray<MPSVector> inputMomentumVectors, NSArray<MPSVector> inputVelocityVectors, MPSCNNNormalizationGammaAndBetaState resultState)
void	encode(MTLCommandBuffer commandBuffer, MPSCNNConvolutionGradientState convolutionGradientState, MPSCNNConvolutionWeightsAndBiasesState convolutionSourceState, NSArray<MPSVector> inputMomentumVectors, NSArray<MPSVector> inputVelocityVectors, NSArray<MPSVector> maximumVelocityVectors, MPSCNNConvolutionWeightsAndBiasesState resultState)
void	encode(MTLCommandBuffer commandBuffer, MPSCNNConvolutionGradientState convolutionGradientState, MPSCNNConvolutionWeightsAndBiasesState convolutionSourceState, NSArray<MPSVector> inputMomentumVectors, NSArray<MPSVector> inputVelocityVectors, MPSCNNConvolutionWeightsAndBiasesState resultState)
void	encode(MTLCommandBuffer commandBuffer, MPSMatrix inputGradientMatrix, MPSMatrix inputValuesMatrix, MPSMatrix inputMomentumMatrix, MPSMatrix inputVelocityMatrix, MPSMatrix resultValuesMatrix)
void	encode(MTLCommandBuffer commandBuffer, MPSMatrix inputGradientMatrix, MPSMatrix inputValuesMatrix, MPSMatrix inputMomentumMatrix, MPSMatrix inputVelocityMatrix, MPSMatrix maximumVelocityMatrix, MPSMatrix resultValuesMatrix)
void	encode(MTLCommandBuffer commandBuffer, MPSVector inputGradientVector, MPSVector inputValuesVector, MPSVector inputMomentumVector, MPSVector inputVelocityVector, MPSVector resultValuesVector)
void	encode(MTLCommandBuffer commandBuffer, MPSVector inputGradientVector, MPSVector inputValuesVector, MPSVector inputMomentumVector, MPSVector inputVelocityVector, MPSVector maximumVelocityVector, MPSVector resultValuesVector)
double	getBeta1()
double	getBeta2()
float	getEpsilon()
long	getTimeStep()
protected long	init(MTLDevice device, double beta1, double beta2, float epsilon, long timeStep, MPSNNOptimizerDescriptor optimizerDescriptor)
protected long	init(MTLDevice device, float learningRate)
void	setTimeStep(long v)
static boolean	supportsSecureCoding()

Methods inherited from class org.robovm.apple.metalps.MPSNNOptimizer

getGradientClipMax, getGradientClipMin, getGradientRescale, getLearningRate, getRegularizationScale, getRegularizationType, isApplyGradientClipping, setApplyGradientClipping, setLearningRate

Methods inherited from class org.robovm.apple.metalps.MPSKernel

copy, encode, getDevice, getLabel, getOptions, init, init, init, setLabel, setOptions

Methods inherited from class org.robovm.apple.foundation.NSObject

addKeyValueObserver, addKeyValueObserver, afterMarshaled, alloc, autorelease, autorelease, awakeFromNib, conformsToProtocol, copy, description, didChangeValue, didChangeValue, didChangeValues, doDispose, equals, forceSkipInit, getAutoContentAccessingProxy, getClassForCoder, getClassForKeyedArchiver, getKeyValueCoder, getObservationInfo, hash, hashCode, init, isEqual, isKindOfClass, isMemberOfClass, mutableCopy, performSelector, performSelector, performSelector, performSelector, performSelector, performSelector, performSelector, performSelectorInBackground, performSelectorOnMainThread, performSelectorOnMainThread, performSelectorV, performSelectorV, performSelectorV, release, release, removeKeyValueObserver, removeKeyValueObservers, respondsToSelector, retain, retain, retainCount, setObservationInfo, toString, willChangeValue, willChangeValue, willChangeValues

Methods inherited from class org.robovm.objc.ObjCObject

addStrongRef, dispose, dispose, finalize, getAssociatedObject, getObjCClass, getPeerObject, getSuper, initObject, logRetainRelease, removeStrongRef, retainCustomObjectFromCb, setAssociatedObject, toObjCObject, toObjCObject, updateStrongRef

Methods inherited from class org.robovm.rt.bro.NativeObject

as, getHandle, setHandle

Methods inherited from class java.lang.Object

clone, getClass, notify, notifyAll, wait, wait, wait

Constructor Details

MPSNNOptimizerAdam

public MPSNNOptimizerAdam()

MPSNNOptimizerAdam

protected MPSNNOptimizerAdam(NSObject.Handle h,
long handle)

MPSNNOptimizerAdam

protected MPSNNOptimizerAdam(NSObject.SkipInit skipInit)

MPSNNOptimizerAdam

public MPSNNOptimizerAdam(MTLDevice device,
float learningRate)

MPSNNOptimizerAdam

public MPSNNOptimizerAdam(MTLDevice device,
double beta1,
double beta2,
float epsilon,
long timeStep,
MPSNNOptimizerDescriptor optimizerDescriptor)

MPSNNOptimizerAdam

public MPSNNOptimizerAdam(NSCoder coder)

MPSNNOptimizerAdam

public MPSNNOptimizerAdam(NSCoder decoder,
MTLDevice device)

Since:

Available in iOS 11.0 and later.

Method Details

getBeta1

public double getBeta1()

getBeta2

public double getBeta2()

getEpsilon

public float getEpsilon()

getTimeStep

public long getTimeStep()

setTimeStep

public void setTimeStep(long v)

supportsSecureCoding

public static boolean supportsSecureCoding()

init

protected long init(MTLDevice device,
float learningRate)

init

protected long init(MTLDevice device,
double beta1,
double beta2,
float epsilon,
long timeStep,
MPSNNOptimizerDescriptor optimizerDescriptor)

encode

public void encode(MTLCommandBuffer commandBuffer,
MPSVector inputGradientVector,
MPSVector inputValuesVector,
MPSVector inputMomentumVector,
MPSVector inputVelocityVector,
MPSVector resultValuesVector)

encode

public void encode(MTLCommandBuffer commandBuffer,
MPSMatrix inputGradientMatrix,
MPSMatrix inputValuesMatrix,
MPSMatrix inputMomentumMatrix,
MPSMatrix inputVelocityMatrix,
MPSMatrix resultValuesMatrix)

Since:

Available in iOS 13.0 and later.

encode

public void encode(MTLCommandBuffer commandBuffer,
MPSVector inputGradientVector,
MPSVector inputValuesVector,
MPSVector inputMomentumVector,
MPSVector inputVelocityVector,
MPSVector maximumVelocityVector,
MPSVector resultValuesVector)

Since:

Available in iOS 13.0 and later.

encode

public void encode(MTLCommandBuffer commandBuffer,
MPSMatrix inputGradientMatrix,
MPSMatrix inputValuesMatrix,
MPSMatrix inputMomentumMatrix,
MPSMatrix inputVelocityMatrix,
MPSMatrix maximumVelocityMatrix,
MPSMatrix resultValuesMatrix)

Since:

Available in iOS 13.0 and later.

encode

public void encode(MTLCommandBuffer commandBuffer,
MPSCNNConvolutionGradientState convolutionGradientState,
MPSCNNConvolutionWeightsAndBiasesState convolutionSourceState,
NSArray<MPSVector> inputMomentumVectors,
NSArray<MPSVector> inputVelocityVectors,
MPSCNNConvolutionWeightsAndBiasesState resultState)

encode

public void encode(MTLCommandBuffer commandBuffer,
MPSCNNConvolutionGradientState convolutionGradientState,
MPSCNNConvolutionWeightsAndBiasesState convolutionSourceState,
NSArray<MPSVector> inputMomentumVectors,
NSArray<MPSVector> inputVelocityVectors,
NSArray<MPSVector> maximumVelocityVectors,
MPSCNNConvolutionWeightsAndBiasesState resultState)

Since:

Available in iOS 13.0 and later.

encode

public void encode(MTLCommandBuffer commandBuffer,
MPSCNNBatchNormalizationState batchNormalizationState,
NSArray<MPSVector> inputMomentumVectors,
NSArray<MPSVector> inputVelocityVectors,
MPSCNNNormalizationGammaAndBetaState resultState)

encode

public void encode(MTLCommandBuffer commandBuffer,
MPSCNNBatchNormalizationState batchNormalizationState,
NSArray<MPSVector> inputMomentumVectors,
NSArray<MPSVector> inputVelocityVectors,
NSArray<MPSVector> maximumVelocityVectors,
MPSCNNNormalizationGammaAndBetaState resultState)

Since:

Available in iOS 13.0 and later.

encode

public void encode(MTLCommandBuffer commandBuffer,
MPSCNNBatchNormalizationState batchNormalizationGradientState,
MPSCNNBatchNormalizationState batchNormalizationSourceState,
NSArray<MPSVector> inputMomentumVectors,
NSArray<MPSVector> inputVelocityVectors,
MPSCNNNormalizationGammaAndBetaState resultState)

encode

public void encode(MTLCommandBuffer commandBuffer,
MPSCNNBatchNormalizationState batchNormalizationGradientState,
MPSCNNBatchNormalizationState batchNormalizationSourceState,
NSArray<MPSVector> inputMomentumVectors,
NSArray<MPSVector> inputVelocityVectors,
NSArray<MPSVector> maximumVelocityVectors,
MPSCNNNormalizationGammaAndBetaState resultState)

Since:

Available in iOS 13.0 and later.