Package org.robovm.apple.mlcompute

Class MLCGraph

java.lang.Object

org.robovm.rt.bro.NativeObject

org.robovm.objc.ObjCObject

org.robovm.apple.foundation.NSObject

org.robovm.apple.mlcompute.MLCGraph

All Implemented Interfaces:

NSObjectProtocol, ObjCProtocol

Direct Known Subclasses:

MLCInferenceGraph, MLCTrainingGraph

public class MLCGraph
extends NSObject

Since:

Available in iOS 14.0 and later.

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	MLCGraph.MLCGraphPtr

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
	MLCGraph()
protected	MLCGraph(NSObject.Handle h, long handle)
protected	MLCGraph(NSObject.SkipInit skipInit)

Method Summary

Modifier and Type	Method	Description
boolean	bindAndWriteData(NSDictionary<NSString,MLCTensorData> inputsData, NSDictionary<NSString,MLCTensor> inputTensors, MLCDevice device, boolean synchronous)
boolean	bindAndWriteData(NSDictionary<NSString,MLCTensorData> inputsData, NSDictionary<NSString,MLCTensor> inputTensors, MLCDevice device, long batchSize, boolean synchronous)
MLCTensor	concatenate(NSArray<MLCTensor> sources, long dimension)
MLCTensor	gather(long dimension, MLCTensor source, MLCTensor indices)
MLCDevice	getDevice()
NSArray<MLCLayer>	getLayers()
String	getSummarizedDOTDescription()
static MLCGraph	graph()
MLCTensor	node(MLCLayer layer, NSArray<MLCTensor> sources)
MLCTensor	node(MLCLayer layer, NSArray<MLCTensor> sources, boolean disableUpdate)
MLCTensor	node(MLCLayer layer, NSArray<MLCTensor> sources, NSArray<MLCTensor> lossLabels)
MLCTensor	node(MLCLayer layer, MLCTensor source)
MLCTensor	reshape(NSArray<NSNumber> shape, MLCTensor source)
NSArray<MLCTensor>	resultTensorsForLayer(MLCLayer layer)
MLCTensor	scatter(long dimension, MLCTensor source, MLCTensor indices, MLCTensor copyFrom, MLCReductionType reductionType)
MLCTensor	select(NSArray<MLCTensor> sources, MLCTensor condition)
NSArray<MLCTensor>	sourceTensorsForLayer(MLCLayer layer)
NSArray<MLCTensor>	split(MLCTensor source, long splitCount, long dimension)
NSArray<MLCTensor>	split(MLCTensor source, NSArray<NSNumber> splitSectionLengths, long dimension)
MLCTensor	transpose(NSArray<NSNumber> dimensions, MLCTensor source)

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

MLCGraph

public MLCGraph()

MLCGraph

protected MLCGraph(NSObject.Handle h,
long handle)

MLCGraph

protected MLCGraph(NSObject.SkipInit skipInit)

Method Details

getDevice

public MLCDevice getDevice()

getLayers

public NSArray<MLCLayer> getLayers()

getSummarizedDOTDescription

public String getSummarizedDOTDescription()

node

public MLCTensor node(MLCLayer layer,
MLCTensor source)

node

public MLCTensor node(MLCLayer layer,
NSArray<MLCTensor> sources)

node

public MLCTensor node(MLCLayer layer,
NSArray<MLCTensor> sources,
boolean disableUpdate)

node

public MLCTensor node(MLCLayer layer,
NSArray<MLCTensor> sources,
NSArray<MLCTensor> lossLabels)

split

public NSArray<MLCTensor> split(MLCTensor source,
long splitCount,
long dimension)

split

public NSArray<MLCTensor> split(MLCTensor source,
NSArray<NSNumber> splitSectionLengths,
long dimension)

concatenate

public MLCTensor concatenate(NSArray<MLCTensor> sources,
long dimension)

reshape

public MLCTensor reshape(NSArray<NSNumber> shape,
MLCTensor source)

transpose

public MLCTensor transpose(NSArray<NSNumber> dimensions,
MLCTensor source)

select

public MLCTensor select(NSArray<MLCTensor> sources,
MLCTensor condition)

Since:

Available in iOS 14.5 and later.

scatter

public MLCTensor scatter(long dimension,
MLCTensor source,
MLCTensor indices,
MLCTensor copyFrom,
MLCReductionType reductionType)

Since:

Available in iOS 14.5 and later.

gather

public MLCTensor gather(long dimension,
MLCTensor source,
MLCTensor indices)

Since:

Available in iOS 14.5 and later.

bindAndWriteData

public boolean bindAndWriteData(NSDictionary<NSString,MLCTensorData> inputsData,
NSDictionary<NSString,MLCTensor> inputTensors,
MLCDevice device,
long batchSize,
boolean synchronous)

bindAndWriteData

public boolean bindAndWriteData(NSDictionary<NSString,MLCTensorData> inputsData,
NSDictionary<NSString,MLCTensor> inputTensors,
MLCDevice device,
boolean synchronous)

sourceTensorsForLayer

public NSArray<MLCTensor> sourceTensorsForLayer(MLCLayer layer)

resultTensorsForLayer

public NSArray<MLCTensor> resultTensorsForLayer(MLCLayer layer)

graph

public static MLCGraph graph()