Package org.robovm.apple.mlcompute

Class MLCYOLOLossLayer

java.lang.Object

org.robovm.rt.bro.NativeObject

org.robovm.objc.ObjCObject

org.robovm.apple.foundation.NSObject

org.robovm.apple.mlcompute.MLCLayer

org.robovm.apple.mlcompute.MLCLossLayer

org.robovm.apple.mlcompute.MLCYOLOLossLayer

All Implemented Interfaces:

NSObjectProtocol, ObjCProtocol

public class MLCYOLOLossLayer
extends MLCLossLayer

Since:

Available in iOS 14.0 and later.

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	MLCYOLOLossLayer.MLCYOLOLossLayerPtr

Nested classes/interfaces inherited from class org.robovm.apple.mlcompute.MLCLossLayer

MLCLossLayer.MLCLossLayerPtr

Nested classes/interfaces inherited from class org.robovm.apple.mlcompute.MLCLayer

MLCLayer.MLCLayerPtr

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
protected	MLCYOLOLossLayer()
protected	MLCYOLOLossLayer(NSObject.Handle h, long handle)
protected	MLCYOLOLossLayer(NSObject.SkipInit skipInit)
	MLCYOLOLossLayer(MLCYOLOLossDescriptor lossDescriptor)

Method Summary

Modifier and Type	Method	Description
protected static long	create(MLCYOLOLossDescriptor lossDescriptor)
static MLCYOLOLossLayer	createCategoricalCrossEntropyLoss(MLCReductionType reductionType, float labelSmoothing, long classCount, float weight)
static MLCYOLOLossLayer	createCategoricalCrossEntropyLoss(MLCReductionType reductionType, float labelSmoothing, long classCount, MLCTensor weights)
static MLCYOLOLossLayer	createCosineDistanceLoss(MLCReductionType reductionType, float weight)
static MLCYOLOLossLayer	createCosineDistanceLoss(MLCReductionType reductionType, MLCTensor weights)
static MLCYOLOLossLayer	createHingeLoss(MLCReductionType reductionType, float weight)
static MLCYOLOLossLayer	createHingeLoss(MLCReductionType reductionType, MLCTensor weights)
static MLCYOLOLossLayer	createHuberLoss(MLCReductionType reductionType, float delta, float weight)
static MLCYOLOLossLayer	createHuberLoss(MLCReductionType reductionType, float delta, MLCTensor weights)
static MLCYOLOLossLayer	createLogLoss(MLCReductionType reductionType, float epsilon, float weight)
static MLCYOLOLossLayer	createLogLoss(MLCReductionType reductionType, float epsilon, MLCTensor weights)
static MLCYOLOLossLayer	createMeanAbsoluteErrorLoss(MLCReductionType reductionType, float weight)
static MLCYOLOLossLayer	createMeanAbsoluteErrorLoss(MLCReductionType reductionType, MLCTensor weights)
static MLCYOLOLossLayer	createMeanSquaredErrorLoss(MLCReductionType reductionType, float weight)
static MLCYOLOLossLayer	createMeanSquaredErrorLoss(MLCReductionType reductionType, MLCTensor weights)
static MLCYOLOLossLayer	createSigmoidCrossEntropyLoss(MLCReductionType reductionType, float labelSmoothing, float weight)
static MLCYOLOLossLayer	createSigmoidCrossEntropyLoss(MLCReductionType reductionType, float labelSmoothing, MLCTensor weights)
static MLCYOLOLossLayer	createSoftmaxCrossEntropyLoss(MLCReductionType reductionType, float labelSmoothing, long classCount, float weight)
static MLCYOLOLossLayer	createSoftmaxCrossEntropyLoss(MLCReductionType reductionType, float labelSmoothing, long classCount, MLCTensor weights)
MLCYOLOLossDescriptor	getYoloLossDescriptor()
static boolean	supportsDataType(MLCDataType dataType, MLCDevice device)

Methods inherited from class org.robovm.apple.mlcompute.MLCLossLayer

create, create, getDescriptor, getWeights

Methods inherited from class org.robovm.apple.mlcompute.MLCLayer

getDeviceType, getLabel, getLayerID, isDebuggingEnabled, setIsDebuggingEnabled, setLabel

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

MLCYOLOLossLayer

protected MLCYOLOLossLayer()

MLCYOLOLossLayer

protected MLCYOLOLossLayer(NSObject.Handle h,
long handle)

MLCYOLOLossLayer

protected MLCYOLOLossLayer(NSObject.SkipInit skipInit)

MLCYOLOLossLayer

public MLCYOLOLossLayer(MLCYOLOLossDescriptor lossDescriptor)

Method Details

getYoloLossDescriptor

public MLCYOLOLossDescriptor getYoloLossDescriptor()

create

protected static long create(MLCYOLOLossDescriptor lossDescriptor)

createSoftmaxCrossEntropyLoss

public static MLCYOLOLossLayer createSoftmaxCrossEntropyLoss(MLCReductionType reductionType,
float labelSmoothing,
long classCount,
float weight)

createSoftmaxCrossEntropyLoss

public static MLCYOLOLossLayer createSoftmaxCrossEntropyLoss(MLCReductionType reductionType,
float labelSmoothing,
long classCount,
MLCTensor weights)

createCategoricalCrossEntropyLoss

public static MLCYOLOLossLayer createCategoricalCrossEntropyLoss(MLCReductionType reductionType,
float labelSmoothing,
long classCount,
float weight)

createCategoricalCrossEntropyLoss

public static MLCYOLOLossLayer createCategoricalCrossEntropyLoss(MLCReductionType reductionType,
float labelSmoothing,
long classCount,
MLCTensor weights)

createSigmoidCrossEntropyLoss

public static MLCYOLOLossLayer createSigmoidCrossEntropyLoss(MLCReductionType reductionType,
float labelSmoothing,
float weight)

createSigmoidCrossEntropyLoss

public static MLCYOLOLossLayer createSigmoidCrossEntropyLoss(MLCReductionType reductionType,
float labelSmoothing,
MLCTensor weights)

createLogLoss

public static MLCYOLOLossLayer createLogLoss(MLCReductionType reductionType,
float epsilon,
float weight)

createLogLoss

public static MLCYOLOLossLayer createLogLoss(MLCReductionType reductionType,
float epsilon,
MLCTensor weights)

createHuberLoss

public static MLCYOLOLossLayer createHuberLoss(MLCReductionType reductionType,
float delta,
float weight)

createHuberLoss

public static MLCYOLOLossLayer createHuberLoss(MLCReductionType reductionType,
float delta,
MLCTensor weights)

createMeanAbsoluteErrorLoss

public static MLCYOLOLossLayer createMeanAbsoluteErrorLoss(MLCReductionType reductionType,
float weight)

createMeanAbsoluteErrorLoss

public static MLCYOLOLossLayer createMeanAbsoluteErrorLoss(MLCReductionType reductionType,
MLCTensor weights)

createMeanSquaredErrorLoss

public static MLCYOLOLossLayer createMeanSquaredErrorLoss(MLCReductionType reductionType,
float weight)

createMeanSquaredErrorLoss

public static MLCYOLOLossLayer createMeanSquaredErrorLoss(MLCReductionType reductionType,
MLCTensor weights)

createHingeLoss

public static MLCYOLOLossLayer createHingeLoss(MLCReductionType reductionType,
float weight)

createHingeLoss

public static MLCYOLOLossLayer createHingeLoss(MLCReductionType reductionType,
MLCTensor weights)

createCosineDistanceLoss

public static MLCYOLOLossLayer createCosineDistanceLoss(MLCReductionType reductionType,
float weight)

createCosineDistanceLoss

public static MLCYOLOLossLayer createCosineDistanceLoss(MLCReductionType reductionType,
MLCTensor weights)

supportsDataType

public static boolean supportsDataType(MLCDataType dataType,
MLCDevice device)