Package org.robovm.apple.mlcompute

Class MLCInferenceGraph

java.lang.Object

org.robovm.rt.bro.NativeObject

org.robovm.objc.ObjCObject

org.robovm.apple.foundation.NSObject

org.robovm.apple.mlcompute.MLCGraph

org.robovm.apple.mlcompute.MLCInferenceGraph

All Implemented Interfaces:

NSObjectProtocol, ObjCProtocol

public class MLCInferenceGraph
extends MLCGraph

Since:

Available in iOS 14.0 and later.

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	MLCInferenceGraph.MLCInferenceGraphPtr

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

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
protected	MLCInferenceGraph()
	MLCInferenceGraph(NSArray<MLCGraph> graphObjects)
protected	MLCInferenceGraph(NSObject.Handle h, long handle)
protected	MLCInferenceGraph(NSObject.SkipInit skipInit)

Method Summary

Modifier and Type	Method	Description
boolean	addInputs(NSDictionary<NSString,MLCTensor> inputs)
boolean	addInputs(NSDictionary<NSString,MLCTensor> inputs, NSDictionary<NSString,MLCTensor> lossLabels, NSDictionary<NSString,MLCTensor> lossLabelWeights)
boolean	addOutputs(NSDictionary<NSString,MLCTensor> outputs)
boolean	compile(MLCGraphCompilationOptions options, MLCDevice device)
boolean	compile(MLCGraphCompilationOptions options, MLCDevice device, NSDictionary<NSString,MLCTensor> inputTensors, NSDictionary<NSString,MLCTensorData> inputTensorsData)
protected static long	create(NSArray<MLCGraph> graphObjects)
boolean	execute(NSDictionary<NSString,MLCTensorData> inputsData, long batchSize, MLCExecutionOptions options, VoidBlock3<MLCTensor,NSError,Double> completionHandler)
boolean	execute(NSDictionary<NSString,MLCTensorData> inputsData, NSDictionary<NSString,MLCTensorData> outputsData, long batchSize, MLCExecutionOptions options, VoidBlock3<MLCTensor,NSError,Double> completionHandler)
boolean	execute(NSDictionary<NSString,MLCTensorData> inputsData, NSDictionary<NSString,MLCTensorData> lossLabelsData, NSDictionary<NSString,MLCTensorData> lossLabelWeightsData, long batchSize, MLCExecutionOptions options, VoidBlock3<MLCTensor,NSError,Double> completionHandler)
boolean	execute(NSDictionary<NSString,MLCTensorData> inputsData, NSDictionary<NSString,MLCTensorData> lossLabelsData, NSDictionary<NSString,MLCTensorData> lossLabelWeightsData, NSDictionary<NSString,MLCTensorData> outputsData, long batchSize, MLCExecutionOptions options, VoidBlock3<MLCTensor,NSError,Double> completionHandler)
long	getDeviceMemorySize()
static MLCInferenceGraph	graph()
boolean	link(NSArray<MLCInferenceGraph> graphs)

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

bindAndWriteData, bindAndWriteData, concatenate, gather, getDevice, getLayers, getSummarizedDOTDescription, node, node, node, node, reshape, resultTensorsForLayer, scatter, select, sourceTensorsForLayer, split, split, transpose

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

MLCInferenceGraph

protected MLCInferenceGraph()

MLCInferenceGraph

protected MLCInferenceGraph(NSObject.Handle h, long handle)

MLCInferenceGraph

protected MLCInferenceGraph(NSObject.SkipInit skipInit)

MLCInferenceGraph

public MLCInferenceGraph(NSArray<MLCGraph> graphObjects)

Method Details

getDeviceMemorySize

public long getDeviceMemorySize()

addInputs

public boolean addInputs(NSDictionary<NSString,MLCTensor> inputs)

addInputs

public boolean addInputs(NSDictionary<NSString,MLCTensor> inputs, NSDictionary<NSString,MLCTensor> lossLabels, NSDictionary<NSString,MLCTensor> lossLabelWeights)

addOutputs

public boolean addOutputs(NSDictionary<NSString,MLCTensor> outputs)

compile

public boolean compile(MLCGraphCompilationOptions options, MLCDevice device)

compile

public boolean compile(MLCGraphCompilationOptions options, MLCDevice device, NSDictionary<NSString,MLCTensor> inputTensors, NSDictionary<NSString,MLCTensorData> inputTensorsData)

Since:

Available in iOS 14.5 and later.

link

public boolean link(NSArray<MLCInferenceGraph> graphs)

execute

public boolean execute(NSDictionary<NSString,MLCTensorData> inputsData, long batchSize, MLCExecutionOptions options, VoidBlock3<MLCTensor,NSError,Double> completionHandler)

execute

public boolean execute(NSDictionary<NSString,MLCTensorData> inputsData, NSDictionary<NSString,MLCTensorData> outputsData, long batchSize, MLCExecutionOptions options, VoidBlock3<MLCTensor,NSError,Double> completionHandler)

execute

public boolean execute(NSDictionary<NSString,MLCTensorData> inputsData, NSDictionary<NSString,MLCTensorData> lossLabelsData, NSDictionary<NSString,MLCTensorData> lossLabelWeightsData, long batchSize, MLCExecutionOptions options, VoidBlock3<MLCTensor,NSError,Double> completionHandler)

execute

public boolean execute(NSDictionary<NSString,MLCTensorData> inputsData, NSDictionary<NSString,MLCTensorData> lossLabelsData, NSDictionary<NSString,MLCTensorData> lossLabelWeightsData, NSDictionary<NSString,MLCTensorData> outputsData, long batchSize, MLCExecutionOptions options, VoidBlock3<MLCTensor,NSError,Double> completionHandler)

create

protected static long create(NSArray<MLCGraph> graphObjects)

graph

public static MLCInferenceGraph graph()