Package org.robovm.apple.mlcompute

Class MLCTensor

java.lang.Object

org.robovm.rt.bro.NativeObject

org.robovm.objc.ObjCObject

org.robovm.apple.foundation.NSObject

org.robovm.apple.mlcompute.MLCTensor

All Implemented Interfaces:

NSObjectProtocol, ObjCProtocol

public class MLCTensor
extends NSObject

Since:

Available in iOS 14.0 and later.

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	MLCTensor.MLCTensorPtr

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	MLCTensor()
	MLCTensor(long sequenceLength, long featureChannelCount, long batchSize)
	MLCTensor(long width, long height, long featureChannelCount, long batchSize)
	MLCTensor(long width, long height, long featureChannelCount, long batchSize, float fillData, MLCDataType dataType)
	MLCTensor(long width, long height, long featureChannelCount, long batchSize, MLCRandomInitializerType randomInitializerType)
	MLCTensor(long width, long height, long featureChannelCount, long batchSize, MLCTensorData data)
	MLCTensor(long width, long height, long featureChannelCount, long batchSize, MLCTensorData data, MLCDataType dataType)
	MLCTensor(long sequenceLength, long featureChannelCount, long batchSize, MLCRandomInitializerType randomInitializerType)
	MLCTensor(long sequenceLength, long featureChannelCount, long batchSize, MLCTensorData data)
	MLCTensor(NSArray<NSNumber> shape)
	MLCTensor(NSArray<NSNumber> sequenceLengths, boolean sortedSequences, long featureChannelCount, long batchSize, MLCRandomInitializerType randomInitializerType)
	MLCTensor(NSArray<NSNumber> sequenceLengths, boolean sortedSequences, long featureChannelCount, long batchSize, MLCTensorData data)
	MLCTensor(NSArray<NSNumber> shape, NSNumber fillData, MLCDataType dataType)
	MLCTensor(NSArray<NSNumber> shape, MLCDataType dataType)
	MLCTensor(NSArray<NSNumber> shape, MLCRandomInitializerType randomInitializerType)
	MLCTensor(NSArray<NSNumber> shape, MLCRandomInitializerType randomInitializerType, MLCDataType dataType)
	MLCTensor(NSArray<NSNumber> shape, MLCTensorData data, MLCDataType dataType)
protected	MLCTensor(NSObject.Handle h, long handle)
protected	MLCTensor(NSObject.SkipInit skipInit)
	MLCTensor(MLCTensorDescriptor tensorDescriptor)
	MLCTensor(MLCTensorDescriptor tensorDescriptor, NSNumber fillData)
	MLCTensor(MLCTensorDescriptor tensorDescriptor, MLCRandomInitializerType randomInitializerType)
	MLCTensor(MLCTensorDescriptor tensorDescriptor, MLCTensorData data)

Method Summary

Modifier and Type	Method	Description
boolean	bindAndWriteData(MLCTensorData data, MLCDevice device)
boolean	bindOptimizerData(NSArray<MLCTensorData> data, NSArray<MLCTensorOptimizerDeviceData> deviceData)
boolean	copyData(VoidPtr bytes, long length, boolean synchronizeWithDevice)
protected static long	create(long sequenceLength, long featureChannelCount, long batchSize)
protected static long	create(long width, long height, long featureChannelCount, long batchSize)
protected static long	create(long width, long height, long featureChannelCount, long batchSize, float fillData, MLCDataType dataType)
protected static long	create(long width, long height, long featureChannelCount, long batchSize, MLCRandomInitializerType randomInitializerType)
protected static long	create(long width, long height, long featureChannelCount, long batchSize, MLCTensorData data)
protected static long	create(long width, long height, long featureChannelCount, long batchSize, MLCTensorData data, MLCDataType dataType)
protected static long	create(long sequenceLength, long featureChannelCount, long batchSize, MLCRandomInitializerType randomInitializerType)
protected static long	create(long sequenceLength, long featureChannelCount, long batchSize, MLCTensorData data)
protected static long	create(NSArray<NSNumber> shape)
protected static long	create(NSArray<NSNumber> sequenceLengths, boolean sortedSequences, long featureChannelCount, long batchSize, MLCRandomInitializerType randomInitializerType)
protected static long	create(NSArray<NSNumber> sequenceLengths, boolean sortedSequences, long featureChannelCount, long batchSize, MLCTensorData data)
protected static long	create(NSArray<NSNumber> shape, NSNumber fillData, MLCDataType dataType)
protected static long	create(NSArray<NSNumber> shape, MLCDataType dataType)
protected static long	create(NSArray<NSNumber> shape, MLCRandomInitializerType randomInitializerType)
protected static long	create(NSArray<NSNumber> shape, MLCRandomInitializerType randomInitializerType, MLCDataType dataType)
protected static long	create(NSArray<NSNumber> shape, MLCTensorData data, MLCDataType dataType)
protected static long	create(MLCTensorDescriptor tensorDescriptor)
protected static long	create(MLCTensorDescriptor tensorDescriptor, NSNumber fillData)
protected static long	create(MLCTensorDescriptor tensorDescriptor, MLCRandomInitializerType randomInitializerType)
protected static long	create(MLCTensorDescriptor tensorDescriptor, MLCTensorData data)
NSData	getData()
MLCTensorDescriptor	getDescriptor()
MLCDevice	getDevice()
String	getLabel()
NSArray<MLCTensorData>	getOptimizerData()
NSArray<MLCTensorOptimizerDeviceData>	getOptimizerDeviceData()
long	getTensorID()
boolean	hasValidNumerics()
void	setLabel(String v)
boolean	synchronizeData()
boolean	synchronizeOptimizerData()
MLCTensor	tensorByDequantizingToType(MLCDataType type, MLCTensor scale, MLCTensor bias)
MLCTensor	tensorByDequantizingToType(MLCDataType type, MLCTensor scale, MLCTensor bias, long axis)
MLCTensor	tensorByQuantizingToType(MLCDataType type, float scale, long bias)
MLCTensor	tensorByQuantizingToType(MLCDataType type, MLCTensor scale, MLCTensor bias, long axis)

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

MLCTensor

protected MLCTensor()

MLCTensor

protected MLCTensor(NSObject.Handle h,
long handle)

MLCTensor

protected MLCTensor(NSObject.SkipInit skipInit)

MLCTensor

public MLCTensor(MLCTensorDescriptor tensorDescriptor)

MLCTensor

public MLCTensor(MLCTensorDescriptor tensorDescriptor,
MLCRandomInitializerType randomInitializerType)

MLCTensor

public MLCTensor(MLCTensorDescriptor tensorDescriptor,
NSNumber fillData)

MLCTensor

public MLCTensor(MLCTensorDescriptor tensorDescriptor,
MLCTensorData data)

MLCTensor

public MLCTensor(NSArray<NSNumber> shape)

MLCTensor

public MLCTensor(NSArray<NSNumber> shape,
MLCRandomInitializerType randomInitializerType)

MLCTensor

public MLCTensor(NSArray<NSNumber> shape,
MLCRandomInitializerType randomInitializerType,
MLCDataType dataType)

MLCTensor

public MLCTensor(NSArray<NSNumber> shape,
MLCDataType dataType)

MLCTensor

public MLCTensor(NSArray<NSNumber> shape,
MLCTensorData data,
MLCDataType dataType)

MLCTensor

public MLCTensor(NSArray<NSNumber> shape,
NSNumber fillData,
MLCDataType dataType)

MLCTensor

public MLCTensor(long width,
long height,
long featureChannelCount,
long batchSize)

MLCTensor

public MLCTensor(long width,
long height,
long featureChannelCount,
long batchSize,
float fillData,
MLCDataType dataType)

MLCTensor

public MLCTensor(long width,
long height,
long featureChannelCount,
long batchSize,
MLCRandomInitializerType randomInitializerType)

MLCTensor

public MLCTensor(long width,
long height,
long featureChannelCount,
long batchSize,
MLCTensorData data)

MLCTensor

public MLCTensor(long width,
long height,
long featureChannelCount,
long batchSize,
MLCTensorData data,
MLCDataType dataType)

MLCTensor

public MLCTensor(long sequenceLength,
long featureChannelCount,
long batchSize)

MLCTensor

public MLCTensor(long sequenceLength,
long featureChannelCount,
long batchSize,
MLCRandomInitializerType randomInitializerType)

MLCTensor

public MLCTensor(long sequenceLength,
long featureChannelCount,
long batchSize,
MLCTensorData data)

MLCTensor

public MLCTensor(NSArray<NSNumber> sequenceLengths,
boolean sortedSequences,
long featureChannelCount,
long batchSize,
MLCRandomInitializerType randomInitializerType)

MLCTensor

public MLCTensor(NSArray<NSNumber> sequenceLengths,
boolean sortedSequences,
long featureChannelCount,
long batchSize,
MLCTensorData data)

Method Details

getTensorID

public long getTensorID()

getDescriptor

public MLCTensorDescriptor getDescriptor()

getData

public NSData getData()

getLabel

public String getLabel()

setLabel

public void setLabel(String v)

getDevice

public MLCDevice getDevice()

getOptimizerData

public NSArray<MLCTensorData> getOptimizerData()

getOptimizerDeviceData

public NSArray<MLCTensorOptimizerDeviceData> getOptimizerDeviceData()

hasValidNumerics

public boolean hasValidNumerics()

synchronizeData

public boolean synchronizeData()

synchronizeOptimizerData

public boolean synchronizeOptimizerData()

copyData

public boolean copyData(VoidPtr bytes,
long length,
boolean synchronizeWithDevice)

bindAndWriteData

public boolean bindAndWriteData(MLCTensorData data,
MLCDevice device)

bindOptimizerData

public boolean bindOptimizerData(NSArray<MLCTensorData> data,
NSArray<MLCTensorOptimizerDeviceData> deviceData)

tensorByQuantizingToType

public MLCTensor tensorByQuantizingToType(MLCDataType type,
float scale,
long bias)

Since:

Available in iOS 15.0 and later.

tensorByQuantizingToType

public MLCTensor tensorByQuantizingToType(MLCDataType type,
MLCTensor scale,
MLCTensor bias,
long axis)

Since:

Available in iOS 15.0 and later.

tensorByDequantizingToType

public MLCTensor tensorByDequantizingToType(MLCDataType type,
MLCTensor scale,
MLCTensor bias)

Since:

Available in iOS 15.0 and later.

tensorByDequantizingToType

public MLCTensor tensorByDequantizingToType(MLCDataType type,
MLCTensor scale,
MLCTensor bias,
long axis)

Since:

Available in iOS 15.0 and later.

create

protected static long create(MLCTensorDescriptor tensorDescriptor)

create

protected static long create(MLCTensorDescriptor tensorDescriptor,
MLCRandomInitializerType randomInitializerType)

create

protected static long create(MLCTensorDescriptor tensorDescriptor,
NSNumber fillData)

create

protected static long create(MLCTensorDescriptor tensorDescriptor,
MLCTensorData data)

create

protected static long create(NSArray<NSNumber> shape)

create

protected static long create(NSArray<NSNumber> shape,
MLCRandomInitializerType randomInitializerType)

create

protected static long create(NSArray<NSNumber> shape,
MLCRandomInitializerType randomInitializerType,
MLCDataType dataType)

create

protected static long create(NSArray<NSNumber> shape,
MLCDataType dataType)

create

protected static long create(NSArray<NSNumber> shape,
MLCTensorData data,
MLCDataType dataType)

create

protected static long create(NSArray<NSNumber> shape,
NSNumber fillData,
MLCDataType dataType)

create

protected static long create(long width,
long height,
long featureChannelCount,
long batchSize)

create

protected static long create(long width,
long height,
long featureChannelCount,
long batchSize,
float fillData,
MLCDataType dataType)

create

protected static long create(long width,
long height,
long featureChannelCount,
long batchSize,
MLCRandomInitializerType randomInitializerType)

create

protected static long create(long width,
long height,
long featureChannelCount,
long batchSize,
MLCTensorData data)

create

protected static long create(long width,
long height,
long featureChannelCount,
long batchSize,
MLCTensorData data,
MLCDataType dataType)

create

protected static long create(long sequenceLength,
long featureChannelCount,
long batchSize)

create

protected static long create(long sequenceLength,
long featureChannelCount,
long batchSize,
MLCRandomInitializerType randomInitializerType)

create

protected static long create(long sequenceLength,
long featureChannelCount,
long batchSize,
MLCTensorData data)

create

protected static long create(NSArray<NSNumber> sequenceLengths,
boolean sortedSequences,
long featureChannelCount,
long batchSize,
MLCRandomInitializerType randomInitializerType)

create

protected static long create(NSArray<NSNumber> sequenceLengths,
boolean sortedSequences,
long featureChannelCount,
long batchSize,
MLCTensorData data)