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, org.robovm.objc.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

org.robovm.objc.ObjCObject.ObjCObjectPtr, org.robovm.objc.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 decoder)
	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	encodeToCommandBuffer(MTLCommandBuffer commandBuffer, MPSCNNBatchNormalizationState batchNormalizationState, NSArray<MPSVector> inputMomentumVectors, NSArray<MPSVector> inputVelocityVectors, MPSCNNNormalizationGammaAndBetaState resultState)
void	encodeToCommandBuffer(MTLCommandBuffer commandBuffer, MPSCNNBatchNormalizationState batchNormalizationGradientState, MPSCNNBatchNormalizationState batchNormalizationSourceState, NSArray<MPSVector> inputMomentumVectors, NSArray<MPSVector> inputVelocityVectors, MPSCNNNormalizationGammaAndBetaState resultState)
void	encodeToCommandBuffer(MTLCommandBuffer commandBuffer, MPSCNNConvolutionGradientState convolutionGradientState, MPSCNNConvolutionWeightsAndBiasesState convolutionSourceState, NSArray<MPSVector> inputMomentumVectors, NSArray<MPSVector> inputVelocityVectors, MPSCNNConvolutionWeightsAndBiasesState resultState)
void	encodeToCommandBuffer(MTLCommandBuffer commandBuffer, MPSVector inputGradientVector, MPSVector inputValuesVector, MPSVector inputMomentumVector, MPSVector inputVelocityVector, 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)

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, supportsSecureCoding

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 Detail

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 decoder)

MPSNNOptimizerAdam

public MPSNNOptimizerAdam(NSCoder decoder,
                          MTLDevice device)

Since:

Available in iOS 11.0 and later.

Method Detail

getBeta1

public double getBeta1()

getBeta2

public double getBeta2()

getEpsilon

public float getEpsilon()

getTimeStep

public long getTimeStep()

setTimeStep

public void setTimeStep(long v)

init

protected long init(MTLDevice device,
                    float learningRate)

init

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

encodeToCommandBuffer

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

encodeToCommandBuffer

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

encodeToCommandBuffer

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

encodeToCommandBuffer

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