Package org.robovm.apple.metalps

Class MPSNNOptimizerRMSProp

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.MPSNNOptimizerRMSProp

All Implemented Interfaces:

NSCoding, NSObjectProtocol, NSSecureCoding, org.robovm.objc.ObjCProtocol

public class MPSNNOptimizerRMSProp
extends MPSNNOptimizer

Since:

Available in iOS 12.0 and later.

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	MPSNNOptimizerRMSProp.MPSNNOptimizerRMSPropPtr

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
	MPSNNOptimizerRMSProp()
	MPSNNOptimizerRMSProp(NSCoder decoder)
	MPSNNOptimizerRMSProp(NSCoder decoder, MTLDevice device)
protected	MPSNNOptimizerRMSProp(NSObject.Handle h, long handle)
protected	MPSNNOptimizerRMSProp(NSObject.SkipInit skipInit)
	MPSNNOptimizerRMSProp(MTLDevice device, double decay, float epsilon, MPSNNOptimizerDescriptor optimizerDescriptor)
	MPSNNOptimizerRMSProp(MTLDevice device, float learningRate)

Method Summary

Modifier and Type	Method	Description
void	encodeToCommandBuffer(MTLCommandBuffer commandBuffer, MPSCNNBatchNormalizationState batchNormalizationState, NSArray<MPSVector> inputSumOfSquaresVectors, MPSCNNNormalizationGammaAndBetaState resultState)
void	encodeToCommandBuffer(MTLCommandBuffer commandBuffer, MPSCNNBatchNormalizationState batchNormalizationGradientState, MPSCNNBatchNormalizationState batchNormalizationSourceState, NSArray<MPSVector> inputSumOfSquaresVectors, MPSCNNNormalizationGammaAndBetaState resultState)
void	encodeToCommandBuffer(MTLCommandBuffer commandBuffer, MPSCNNConvolutionGradientState convolutionGradientState, MPSCNNConvolutionWeightsAndBiasesState convolutionSourceState, NSArray<MPSVector> inputSumOfSquaresVectors, MPSCNNConvolutionWeightsAndBiasesState resultState)
void	encodeToCommandBuffer(MTLCommandBuffer commandBuffer, MPSVector inputGradientVector, MPSVector inputValuesVector, MPSVector inputSumOfSquaresVector, MPSVector resultValuesVector)
double	getDecay()
float	getEpsilon()
protected long	init(MTLDevice device, double decay, float epsilon, MPSNNOptimizerDescriptor optimizerDescriptor)
protected long	init(MTLDevice device, float learningRate)

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

MPSNNOptimizerRMSProp

public MPSNNOptimizerRMSProp()

MPSNNOptimizerRMSProp

protected MPSNNOptimizerRMSProp(NSObject.Handle h,
                                long handle)

MPSNNOptimizerRMSProp

protected MPSNNOptimizerRMSProp(NSObject.SkipInit skipInit)

MPSNNOptimizerRMSProp

public MPSNNOptimizerRMSProp(MTLDevice device,
                             float learningRate)

MPSNNOptimizerRMSProp

public MPSNNOptimizerRMSProp(MTLDevice device,
                             double decay,
                             float epsilon,
                             MPSNNOptimizerDescriptor optimizerDescriptor)

MPSNNOptimizerRMSProp

public MPSNNOptimizerRMSProp(NSCoder decoder)

MPSNNOptimizerRMSProp

public MPSNNOptimizerRMSProp(NSCoder decoder,
                             MTLDevice device)

Since:

Available in iOS 11.0 and later.

Method Detail

getDecay

public double getDecay()

getEpsilon

public float getEpsilon()

init

protected long init(MTLDevice device,
                    float learningRate)

init

protected long init(MTLDevice device,
                    double decay,
                    float epsilon,
                    MPSNNOptimizerDescriptor optimizerDescriptor)

encodeToCommandBuffer

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

encodeToCommandBuffer

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

encodeToCommandBuffer

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

encodeToCommandBuffer

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