Package apple.mlcompute

Class MLCLSTMLayer

java.lang.Object

org.moe.natj.general.NativeObject

org.moe.natj.objc.ObjCObject

apple.NSObject

apple.mlcompute.MLCLayer

apple.mlcompute.MLCLSTMLayer

All Implemented Interfaces:

NSObject

@Deprecated
public class MLCLSTMLayer
extends MLCLayer

Deprecated.

MLCLSTMLayer A LSTM layer The hidden and cell state for inputs and outputs have a layout of [numberOfLayers, numberOfDirections, batchSize, hiddenSize]. API-Since: 14.0 Deprecated-Since: 100000.0 Deprecated-Message: Use Metal Performance Shaders Graph or BNNS instead.

Nested Class Summary

Nested classes/interfaces inherited from class apple.NSObject

NSObject.Block_accessibilityActivateBlock_ret, NSObject.Block_accessibilityActivationPointBlock_ret, NSObject.Block_accessibilityAttributedHintBlock_ret, NSObject.Block_accessibilityAttributedLabelBlock_ret, NSObject.Block_accessibilityAttributedUserInputLabelsBlock_ret, NSObject.Block_accessibilityAttributedValueBlock_ret, NSObject.Block_accessibilityContainerTypeBlock_ret, NSObject.Block_accessibilityCustomActionsBlock_ret, NSObject.Block_accessibilityCustomRotorsBlock_ret, NSObject.Block_accessibilityDecrementBlock_ret, NSObject.Block_accessibilityElementsBlock_ret, NSObject.Block_accessibilityElementsHiddenBlock_ret, NSObject.Block_accessibilityFrameBlock_ret, NSObject.Block_accessibilityHeaderElementsBlock_ret, NSObject.Block_accessibilityHintBlock_ret, NSObject.Block_accessibilityIdentifierBlock_ret, NSObject.Block_accessibilityIncrementBlock_ret, NSObject.Block_accessibilityLabelBlock_ret, NSObject.Block_accessibilityLanguageBlock_ret, NSObject.Block_accessibilityMagicTapBlock_ret, NSObject.Block_accessibilityNavigationStyleBlock_ret, NSObject.Block_accessibilityPathBlock_ret, NSObject.Block_accessibilityPerformEscapeBlock_ret, NSObject.Block_accessibilityRespondsToUserInteractionBlock_ret, NSObject.Block_accessibilityShouldGroupAccessibilityChildrenBlock_ret, NSObject.Block_accessibilityTextualContextBlock_ret, NSObject.Block_accessibilityTraitsBlock_ret, NSObject.Block_accessibilityUserInputLabelsBlock_ret, NSObject.Block_accessibilityValueBlock_ret, NSObject.Block_accessibilityViewIsModalBlock_ret, NSObject.Block_automationElementsBlock_ret, NSObject.Block_isAccessibilityElementBlock_ret, NSObject.Block_setAccessibilityActivateBlock, NSObject.Block_setAccessibilityActivationPointBlock, NSObject.Block_setAccessibilityAttributedHintBlock, NSObject.Block_setAccessibilityAttributedLabelBlock, NSObject.Block_setAccessibilityAttributedUserInputLabelsBlock, NSObject.Block_setAccessibilityAttributedValueBlock, NSObject.Block_setAccessibilityContainerTypeBlock, NSObject.Block_setAccessibilityCustomActionsBlock, NSObject.Block_setAccessibilityCustomRotorsBlock, NSObject.Block_setAccessibilityDecrementBlock, NSObject.Block_setAccessibilityElementsBlock, NSObject.Block_setAccessibilityElementsHiddenBlock, NSObject.Block_setAccessibilityFrameBlock, NSObject.Block_setAccessibilityHeaderElementsBlock, NSObject.Block_setAccessibilityHintBlock, NSObject.Block_setAccessibilityIdentifierBlock, NSObject.Block_setAccessibilityIncrementBlock, NSObject.Block_setAccessibilityLabelBlock, NSObject.Block_setAccessibilityLanguageBlock, NSObject.Block_setAccessibilityMagicTapBlock, NSObject.Block_setAccessibilityNavigationStyleBlock, NSObject.Block_setAccessibilityPathBlock, NSObject.Block_setAccessibilityPerformEscapeBlock, NSObject.Block_setAccessibilityRespondsToUserInteractionBlock, NSObject.Block_setAccessibilityShouldGroupAccessibilityChildrenBlock, NSObject.Block_setAccessibilityTextualContextBlock, NSObject.Block_setAccessibilityTraitsBlock, NSObject.Block_setAccessibilityUserInputLabelsBlock, NSObject.Block_setAccessibilityValueBlock, NSObject.Block_setAccessibilityViewIsModalBlock, NSObject.Block_setAutomationElementsBlock, NSObject.Block_setIsAccessibilityElementBlock, NSObject.Function_instanceMethodForSelector_ret, NSObject.Function_methodForSelector_ret

Constructor Summary

Constructors

Modifier	Constructor	Description
protected	MLCLSTMLayer(org.moe.natj.general.Pointer peer)	Deprecated.

Method Summary

Modifier and Type	Method	Description
static boolean	accessInstanceVariablesDirectly()	Deprecated.
static MLCLSTMLayer	alloc()	Deprecated.
static MLCLSTMLayer	allocWithZone(org.moe.natj.general.ptr.VoidPtr zone)	Deprecated.
static boolean	automaticallyNotifiesObserversForKey(@NotNull java.lang.String key)	Deprecated.
@Nullable NSArray<? extends MLCTensor>	biases()	Deprecated. [@property] biases The array of tensors describing the bias terms for the input, hidden, cell and output gates
@Nullable NSArray<? extends MLCTensorParameter>	biasesParameters()	Deprecated. [@property] biasesParameters The bias tensor parameter used for optimizer update
static void	cancelPreviousPerformRequestsWithTarget(@NotNull java.lang.Object aTarget)	Deprecated.
static void	cancelPreviousPerformRequestsWithTargetSelectorObject(@NotNull java.lang.Object aTarget, @NotNull org.moe.natj.objc.SEL aSelector, @Nullable java.lang.Object anArgument)	Deprecated.
static @NotNull NSArray<java.lang.String>	classFallbacksForKeyedArchiver()	Deprecated.
static @NotNull org.moe.natj.objc.Class	classForKeyedUnarchiver()	Deprecated.
static java.lang.String	debugDescription_static()	Deprecated.
static java.lang.String	description_static()	Deprecated.
@NotNull MLCLSTMDescriptor	descriptor()	Deprecated. [@property] descriptor The LSTM descriptor
@NotNull NSArray<? extends MLCActivationDescriptor>	gateActivations()	Deprecated. [@property] gateActivations The array of gate activations for input, hidden, cell and output gates The default gate activations are: sigmoid, sigmoid, tanh, sigmoid
static long	hash_static()	Deprecated.
@NotNull NSArray<? extends MLCTensor>	hiddenWeights()	Deprecated. [@property] hiddenWeights The array of tensors describing the hidden weights for the input, hidden, cell and output gates
@NotNull NSArray<? extends MLCTensorParameter>	hiddenWeightsParameters()	Deprecated. [@property] hiddenWeightsParameters The hidden weights tensor parameters used for optimizer update
MLCLSTMLayer	init()	Deprecated.
@NotNull NSArray<? extends MLCTensor>	inputWeights()	Deprecated. [@property] inputWeights The array of tensors describing the input weights for the input, hidden, cell and output gates
@NotNull NSArray<? extends MLCTensorParameter>	inputWeightsParameters()	Deprecated. [@property] inputWeightsParameters The input weights tensor parameters used for optimizer update
static NSObject.Function_instanceMethodForSelector_ret	instanceMethodForSelector(org.moe.natj.objc.SEL aSelector)	Deprecated.
static NSMethodSignature	instanceMethodSignatureForSelector(org.moe.natj.objc.SEL aSelector)	Deprecated.
static boolean	instancesRespondToSelector(org.moe.natj.objc.SEL aSelector)	Deprecated.
static boolean	isSubclassOfClass(org.moe.natj.objc.Class aClass)	Deprecated.
static @NotNull NSSet<java.lang.String>	keyPathsForValuesAffectingValueForKey(@NotNull java.lang.String key)	Deprecated.
static MLCLSTMLayer	layerWithDescriptorInputWeightsHiddenWeightsBiases(@NotNull MLCLSTMDescriptor descriptor, @NotNull NSArray<? extends MLCTensor> inputWeights, @NotNull NSArray<? extends MLCTensor> hiddenWeights, @Nullable NSArray<? extends MLCTensor> biases)	Deprecated. Create a LSTM layer
static MLCLSTMLayer	layerWithDescriptorInputWeightsHiddenWeightsPeepholeWeightsBiases(@NotNull MLCLSTMDescriptor descriptor, @NotNull NSArray<? extends MLCTensor> inputWeights, @NotNull NSArray<? extends MLCTensor> hiddenWeights, @Nullable NSArray<? extends MLCTensor> peepholeWeights, @Nullable NSArray<? extends MLCTensor> biases)	Deprecated. Create a LSTM layer
static MLCLSTMLayer	layerWithDescriptorInputWeightsHiddenWeightsPeepholeWeightsBiasesGateActivationsOutputResultActivation(@NotNull MLCLSTMDescriptor descriptor, @NotNull NSArray<? extends MLCTensor> inputWeights, @NotNull NSArray<? extends MLCTensor> hiddenWeights, @Nullable NSArray<? extends MLCTensor> peepholeWeights, @Nullable NSArray<? extends MLCTensor> biases, @NotNull NSArray<? extends MLCActivationDescriptor> gateActivations, @NotNull MLCActivationDescriptor outputResultActivation)	Deprecated. Create a LSTM layer
static MLCLSTMLayer	new_objc()	Deprecated.
@NotNull MLCActivationDescriptor	outputResultActivation()	Deprecated. [@property] outputResultActivation The output activation descriptor
@Nullable NSArray<? extends MLCTensor>	peepholeWeights()	Deprecated. [@property] peepholeWeights The array of tensors describing the peephole weights for the input, hidden, cell and output gates
@Nullable NSArray<? extends MLCTensorParameter>	peepholeWeightsParameters()	Deprecated. [@property] peepholeWeightsParameters The peephole weights tensor parameters used for optimizer update
static boolean	resolveClassMethod(org.moe.natj.objc.SEL sel)	Deprecated.
static boolean	resolveInstanceMethod(org.moe.natj.objc.SEL sel)	Deprecated.
static void	setVersion_static(long aVersion)	Deprecated.
static org.moe.natj.objc.Class	superclass_static()	Deprecated.
static boolean	supportsDataTypeOnDevice(int dataType, @NotNull MLCDevice device)	Deprecated.
static boolean	useStoredAccessor()	Deprecated.
static long	version_static()	Deprecated.

Methods inherited from class apple.mlcompute.MLCLayer

deviceType, isDebuggingEnabled, label, layerID, setIsDebuggingEnabled, setLabel

Methods inherited from class apple.NSObject

accessibilityActivate, accessibilityActivateBlock, accessibilityActivationPoint, accessibilityActivationPointBlock, accessibilityAssistiveTechnologyFocusedIdentifiers, accessibilityAttributedHint, accessibilityAttributedHintBlock, accessibilityAttributedLabel, accessibilityAttributedLabelBlock, accessibilityAttributedUserInputLabels, accessibilityAttributedUserInputLabelsBlock, accessibilityAttributedValue, accessibilityAttributedValueBlock, accessibilityContainerType, accessibilityContainerTypeBlock, accessibilityCustomActions, accessibilityCustomActionsBlock, accessibilityCustomRotors, accessibilityCustomRotorsBlock, accessibilityDecrement, accessibilityDecrementBlock, accessibilityDirectTouchOptions, accessibilityDragSourceDescriptors, accessibilityDropPointDescriptors, accessibilityElementAtIndex, accessibilityElementCount, accessibilityElementDidBecomeFocused, accessibilityElementDidLoseFocus, accessibilityElementIsFocused, accessibilityElements, accessibilityElementsBlock, accessibilityElementsHidden, accessibilityElementsHiddenBlock, accessibilityFrame, accessibilityFrameBlock, accessibilityHeaderElementsBlock, accessibilityHint, accessibilityHintBlock, accessibilityIdentifierBlock, accessibilityIncrement, accessibilityIncrementBlock, accessibilityLabel, accessibilityLabelBlock, accessibilityLanguage, accessibilityLanguageBlock, accessibilityMagicTapBlock, accessibilityNavigationStyle, accessibilityNavigationStyleBlock, accessibilityPath, accessibilityPathBlock, accessibilityPerformEscape, accessibilityPerformEscapeBlock, accessibilityPerformMagicTap, accessibilityRespondsToUserInteraction, accessibilityRespondsToUserInteractionBlock, accessibilityScroll, accessibilityShouldGroupAccessibilityChildrenBlock, accessibilityTextualContext, accessibilityTextualContextBlock, accessibilityTraits, accessibilityTraitsBlock, accessibilityUserInputLabels, accessibilityUserInputLabelsBlock, accessibilityValue, accessibilityValueBlock, accessibilityViewIsModal, accessibilityViewIsModalBlock, accessibilityZoomInAtPoint, accessibilityZoomOutAtPoint, addObserverForKeyPathOptionsContext, attemptRecoveryFromErrorOptionIndex, attemptRecoveryFromErrorOptionIndexDelegateDidRecoverSelectorContextInfo, autoContentAccessingProxy, automationElements, automationElementsBlock, awakeAfterUsingCoder, awakeFromNib, class_objc, classForCoder, classForKeyedArchiver, copy, dealloc, debugDescription, description, dictionaryWithValuesForKeys, didChangeValueForKey, didChangeValueForKeyWithSetMutationUsingObjects, didChangeValuesAtIndexesForKey, doesNotRecognizeSelector, fileManagerShouldProceedAfterError, fileManagerWillProcessPath, finalize_objc, forwardingTargetForSelector, forwardInvocation, handleQueryWithUnboundKey, handleTakeValueForUnboundKey, hash, indexOfAccessibilityElement, isAccessibilityElement, isAccessibilityElementBlock, isEqual, isKindOfClass, isMemberOfClass, isProxy, methodForSelector, methodSignatureForSelector, mutableArrayValueForKey, mutableArrayValueForKeyPath, mutableCopy, mutableOrderedSetValueForKey, mutableOrderedSetValueForKeyPath, mutableSetValueForKey, mutableSetValueForKeyPath, observationInfo, observeValueForKeyPathOfObjectChangeContext, performSelector, performSelectorInBackgroundWithObject, performSelectorOnMainThreadWithObjectWaitUntilDone, performSelectorOnMainThreadWithObjectWaitUntilDoneModes, performSelectorOnThreadWithObjectWaitUntilDone, performSelectorOnThreadWithObjectWaitUntilDoneModes, performSelectorWithObject, performSelectorWithObjectAfterDelay, performSelectorWithObjectAfterDelayInModes, performSelectorWithObjectWithObject, prepareForInterfaceBuilder, provideImageDataBytesPerRowOrigin_Size_UserInfo, removeObserverForKeyPath, removeObserverForKeyPathContext, replacementObjectForCoder, replacementObjectForKeyedArchiver, respondsToSelector, self, setAccessibilityActivateBlock, setAccessibilityActivationPoint, setAccessibilityActivationPointBlock, setAccessibilityAttributedHint, setAccessibilityAttributedHintBlock, setAccessibilityAttributedLabel, setAccessibilityAttributedLabelBlock, setAccessibilityAttributedUserInputLabels, setAccessibilityAttributedUserInputLabelsBlock, setAccessibilityAttributedValue, setAccessibilityAttributedValueBlock, setAccessibilityContainerType, setAccessibilityContainerTypeBlock, setAccessibilityCustomActions, setAccessibilityCustomActionsBlock, setAccessibilityCustomRotors, setAccessibilityCustomRotorsBlock, setAccessibilityDecrementBlock, setAccessibilityDirectTouchOptions, setAccessibilityDragSourceDescriptors, setAccessibilityDropPointDescriptors, setAccessibilityElements, setAccessibilityElementsBlock, setAccessibilityElementsHidden, setAccessibilityElementsHiddenBlock, setAccessibilityFrame, setAccessibilityFrameBlock, setAccessibilityHeaderElementsBlock, setAccessibilityHint, setAccessibilityHintBlock, setAccessibilityIdentifierBlock, setAccessibilityIncrementBlock, setAccessibilityLabel, setAccessibilityLabelBlock, setAccessibilityLanguage, setAccessibilityLanguageBlock, setAccessibilityMagicTapBlock, setAccessibilityNavigationStyle, setAccessibilityNavigationStyleBlock, setAccessibilityPath, setAccessibilityPathBlock, setAccessibilityPerformEscapeBlock, setAccessibilityRespondsToUserInteraction, setAccessibilityRespondsToUserInteractionBlock, setAccessibilityShouldGroupAccessibilityChildrenBlock, setAccessibilityTextualContext, setAccessibilityTextualContextBlock, setAccessibilityTraits, setAccessibilityTraitsBlock, setAccessibilityUserInputLabels, setAccessibilityUserInputLabelsBlock, setAccessibilityValue, setAccessibilityValueBlock, setAccessibilityViewIsModal, setAccessibilityViewIsModalBlock, setAutomationElements, setAutomationElementsBlock, setIsAccessibilityElement, setIsAccessibilityElementBlock, setNilValueForKey, setObservationInfo, setShouldGroupAccessibilityChildren, setValueForKey, setValueForKeyPath, setValueForUndefinedKey, setValuesForKeysWithDictionary, shouldGroupAccessibilityChildren, storedValueForKey, superclass, takeStoredValueForKey, takeValueForKey, takeValueForKeyPath, takeValuesFromDictionary, unableToSetNilForKey, validateValueForKeyError, validateValueForKeyPathError, valueForKey, valueForKeyPath, valueForUndefinedKey, valuesForKeys, willChangeValueForKey, willChangeValueForKeyWithSetMutationUsingObjects, willChangeValuesAtIndexesForKey

Methods inherited from class org.moe.natj.objc.ObjCObject

equals, toString

Methods inherited from class org.moe.natj.general.NativeObject

finalize, getPeer, getPeerPointer

Methods inherited from class java.lang.Object

clone, getClass, hashCode, notify, notifyAll, wait, wait, wait

Constructor Detail

MLCLSTMLayer

protected MLCLSTMLayer(org.moe.natj.general.Pointer peer)

Deprecated.

Method Detail

accessInstanceVariablesDirectly

public static boolean accessInstanceVariablesDirectly()

Deprecated.

alloc

public static MLCLSTMLayer alloc()

Deprecated.

allocWithZone

public static MLCLSTMLayer allocWithZone(org.moe.natj.general.ptr.VoidPtr zone)

Deprecated.

automaticallyNotifiesObserversForKey

public static boolean automaticallyNotifiesObserversForKey(@NotNull
                                                           @NotNull java.lang.String key)

Deprecated.

biases

@Nullable
public @Nullable NSArray<? extends MLCTensor> biases()

Deprecated.

[@property] biases The array of tensors describing the bias terms for the input, hidden, cell and output gates

biasesParameters

@Nullable
public @Nullable NSArray<? extends MLCTensorParameter> biasesParameters()

Deprecated.

[@property] biasesParameters The bias tensor parameter used for optimizer update

cancelPreviousPerformRequestsWithTarget

public static void cancelPreviousPerformRequestsWithTarget(@NotNull
                                                           @NotNull java.lang.Object aTarget)

Deprecated.

cancelPreviousPerformRequestsWithTargetSelectorObject

public static void cancelPreviousPerformRequestsWithTargetSelectorObject(@NotNull
                                                                         @NotNull java.lang.Object aTarget,
                                                                         @NotNull
                                                                         @NotNull org.moe.natj.objc.SEL aSelector,
                                                                         @Nullable
                                                                         @Nullable java.lang.Object anArgument)

Deprecated.

classFallbacksForKeyedArchiver

@NotNull
public static @NotNull NSArray<java.lang.String> classFallbacksForKeyedArchiver()

Deprecated.

classForKeyedUnarchiver

@NotNull
public static @NotNull org.moe.natj.objc.Class classForKeyedUnarchiver()

Deprecated.

debugDescription_static

public static java.lang.String debugDescription_static()

Deprecated.

description_static

public static java.lang.String description_static()

Deprecated.

descriptor

@NotNull
public @NotNull MLCLSTMDescriptor descriptor()

Deprecated.

[@property] descriptor The LSTM descriptor

gateActivations

@NotNull
public @NotNull NSArray<? extends MLCActivationDescriptor> gateActivations()

Deprecated.

[@property] gateActivations The array of gate activations for input, hidden, cell and output gates The default gate activations are: sigmoid, sigmoid, tanh, sigmoid

hash_static

public static long hash_static()

Deprecated.

hiddenWeights

@NotNull
public @NotNull NSArray<? extends MLCTensor> hiddenWeights()

Deprecated.

[@property] hiddenWeights The array of tensors describing the hidden weights for the input, hidden, cell and output gates

hiddenWeightsParameters

@NotNull
public @NotNull NSArray<? extends MLCTensorParameter> hiddenWeightsParameters()

Deprecated.

[@property] hiddenWeightsParameters The hidden weights tensor parameters used for optimizer update

init

public MLCLSTMLayer init()

Deprecated.

Overrides:

init in class MLCLayer

inputWeights

@NotNull
public @NotNull NSArray<? extends MLCTensor> inputWeights()

Deprecated.

[@property] inputWeights The array of tensors describing the input weights for the input, hidden, cell and output gates

inputWeightsParameters

@NotNull
public @NotNull NSArray<? extends MLCTensorParameter> inputWeightsParameters()

Deprecated.

[@property] inputWeightsParameters The input weights tensor parameters used for optimizer update

instanceMethodForSelector

public static NSObject.Function_instanceMethodForSelector_ret instanceMethodForSelector(org.moe.natj.objc.SEL aSelector)

Deprecated.

instanceMethodSignatureForSelector

public static NSMethodSignature instanceMethodSignatureForSelector(org.moe.natj.objc.SEL aSelector)

Deprecated.

instancesRespondToSelector

public static boolean instancesRespondToSelector(org.moe.natj.objc.SEL aSelector)

Deprecated.

isSubclassOfClass

public static boolean isSubclassOfClass(org.moe.natj.objc.Class aClass)

Deprecated.

keyPathsForValuesAffectingValueForKey

@NotNull
public static @NotNull NSSet<java.lang.String> keyPathsForValuesAffectingValueForKey(@NotNull
                                                                                     @NotNull java.lang.String key)

Deprecated.

layerWithDescriptorInputWeightsHiddenWeightsBiases

public static MLCLSTMLayer layerWithDescriptorInputWeightsHiddenWeightsBiases(@NotNull
                                                                              @NotNull MLCLSTMDescriptor descriptor,
                                                                              @NotNull
                                                                              @NotNull NSArray<? extends MLCTensor> inputWeights,
                                                                              @NotNull
                                                                              @NotNull NSArray<? extends MLCTensor> hiddenWeights,
                                                                              @Nullable
                                                                              @Nullable NSArray<? extends MLCTensor> biases)

Deprecated.

Create a LSTM layer

Parameters:

descriptor - The LSTM descriptor

inputWeights - An array of (layerCount * 4) tensors describing the input weights for the input, hidden, cell and output gates for layer0, layer1.. layer(n-1) for layerCount=n.

hiddenWeights - An array of (layerCount * 4) tensors describing the hidden weights for the input, hidden, cell and output gates for layer0, layer1.. layer(n-1) for layerCount=n.

Returns:

A new LSTM layer.

layerWithDescriptorInputWeightsHiddenWeightsPeepholeWeightsBiases

public static MLCLSTMLayer layerWithDescriptorInputWeightsHiddenWeightsPeepholeWeightsBiases(@NotNull
                                                                                             @NotNull MLCLSTMDescriptor descriptor,
                                                                                             @NotNull
                                                                                             @NotNull NSArray<? extends MLCTensor> inputWeights,
                                                                                             @NotNull
                                                                                             @NotNull NSArray<? extends MLCTensor> hiddenWeights,
                                                                                             @Nullable
                                                                                             @Nullable NSArray<? extends MLCTensor> peepholeWeights,
                                                                                             @Nullable
                                                                                             @Nullable NSArray<? extends MLCTensor> biases)

Deprecated.

Create a LSTM layer

Parameters:

descriptor - The LSTM descriptor

inputWeights - An array of (layerCount * 4) tensors describing the input weights for the input, hidden, cell and output gates for layer0, layer1.. layer(n-1) for layerCount=n.

hiddenWeights - An array of (layerCount * 4) tensors describing the hidden weights for the input, hidden, cell and output gates for layer0, layer1.. layer(n-1) for layerCount=n.

peepholeWeights - An array of (layerCount * 4) tensors describing the peephole weights for the input, hidden, cell and output gates for layer0, layer1.. layer(n-1) for layerCount=n.

Returns:

A new LSTM layer.

layerWithDescriptorInputWeightsHiddenWeightsPeepholeWeightsBiasesGateActivationsOutputResultActivation

public static MLCLSTMLayer layerWithDescriptorInputWeightsHiddenWeightsPeepholeWeightsBiasesGateActivationsOutputResultActivation(@NotNull
                                                                                                                                  @NotNull MLCLSTMDescriptor descriptor,
                                                                                                                                  @NotNull
                                                                                                                                  @NotNull NSArray<? extends MLCTensor> inputWeights,
                                                                                                                                  @NotNull
                                                                                                                                  @NotNull NSArray<? extends MLCTensor> hiddenWeights,
                                                                                                                                  @Nullable
                                                                                                                                  @Nullable NSArray<? extends MLCTensor> peepholeWeights,
                                                                                                                                  @Nullable
                                                                                                                                  @Nullable NSArray<? extends MLCTensor> biases,
                                                                                                                                  @NotNull
                                                                                                                                  @NotNull NSArray<? extends MLCActivationDescriptor> gateActivations,
                                                                                                                                  @NotNull
                                                                                                                                  @NotNull MLCActivationDescriptor outputResultActivation)

Deprecated.

Create a LSTM layer

Parameters:

descriptor - The LSTM descriptor

inputWeights - An array of (layerCount * 4) tensors describing the input weights for the input, hidden, cell and output gates for layer0, layer1.. layer(n-1) for layerCount=n. For bidirectional LSTM, the forward time weights for all stacked layers will come first followed by backward time weights

hiddenWeights - An array of (layerCount * 4) tensors describing the hidden weights for the input, hidden, cell and output gates for layer0, layer1.. layer(n-1) for layerCount=n. For bidirectional LSTM, the forward time weights for all stacked layers will come first followed by backward time weights

peepholeWeights - An array of (layerCount * 4) tensors describing the peephole weights for the input, hidden, cell and output gates for layer0, layer1.. layer(n-1) for layerCount=n.

biases - An array of (layerCount * 4) tensors describing the input weights for the input, hidden, cell and output gates for layer0, layer1.. layer(n-1) for layerCount=n. For bidirectional LSTM, the forward time bias terms for all stacked layers will come first followed by backward time bias terms

gateActivations - An array of 4 neuron descriptors for the input, hidden, cell and output gate activations.

outputResultActivation - The neuron descriptor used for the activation function applied to output result. Default is tanh.

Returns:

A new LSTM layer.

new_objc

public static MLCLSTMLayer new_objc()

Deprecated.

outputResultActivation

@NotNull
public @NotNull MLCActivationDescriptor outputResultActivation()

Deprecated.

[@property] outputResultActivation The output activation descriptor

peepholeWeights

@Nullable
public @Nullable NSArray<? extends MLCTensor> peepholeWeights()

Deprecated.

[@property] peepholeWeights The array of tensors describing the peephole weights for the input, hidden, cell and output gates

peepholeWeightsParameters

@Nullable
public @Nullable NSArray<? extends MLCTensorParameter> peepholeWeightsParameters()

Deprecated.

[@property] peepholeWeightsParameters The peephole weights tensor parameters used for optimizer update

resolveClassMethod

public static boolean resolveClassMethod(org.moe.natj.objc.SEL sel)

Deprecated.

resolveInstanceMethod

public static boolean resolveInstanceMethod(org.moe.natj.objc.SEL sel)

Deprecated.

setVersion_static

public static void setVersion_static(long aVersion)

Deprecated.

superclass_static

public static org.moe.natj.objc.Class superclass_static()

Deprecated.

supportsDataTypeOnDevice

public static boolean supportsDataTypeOnDevice(int dataType,
                                               @NotNull
                                               @NotNull MLCDevice device)

Deprecated.

version_static

public static long version_static()

Deprecated.

useStoredAccessor

@Deprecated
public static boolean useStoredAccessor()

Deprecated.