A B C D E F G H I J K L M N O P R S T U V W

A

accumulateAggregation(VoidAggregation) - Method in class org.nd4j.parameterserver.distributed.messages.aggregations.BaseAggregation

accumulateAggregation(VoidAggregation) - Method in interface org.nd4j.parameterserver.distributed.messages.VoidAggregation

addClient(String, int) - Method in class org.nd4j.parameterserver.distributed.transport.BaseTransport

addClient(String, int) - Method in class org.nd4j.parameterserver.distributed.transport.LocalTransport

Deprecated.

addClient(String, int) - Method in class org.nd4j.parameterserver.distributed.transport.RoutedTransport

addClient(String, int) - Method in interface org.nd4j.parameterserver.distributed.transport.Transport

addCompletionHook(long, long, long) - Method in class org.nd4j.parameterserver.distributed.training.BaseTrainer

addCompletionHook(long, long, long) - Method in interface org.nd4j.parameterserver.distributed.training.TrainingDriver

addElement(VoidMessage) - Method in interface org.nd4j.parameterserver.distributed.messages.Chain

addElement(VoidMessage) - Method in class org.nd4j.parameterserver.distributed.training.chains.CbowChain

addElement(VoidMessage) - Method in class org.nd4j.parameterserver.distributed.training.chains.SkipGramChain

addHook(Long, Long, Long) - Method in class org.nd4j.parameterserver.distributed.logic.completion.FrameCompletionHandler

addIpAddress(String) - Method in class org.nd4j.parameterserver.distributed.util.NetworkInformation

addMessage(Long) - Method in class org.nd4j.parameterserver.distributed.logic.completion.FrameCompletionHandler.FrameDescriptor

addShard(String, int) - Method in class org.nd4j.parameterserver.distributed.transport.BaseTransport

addShard(String, int) - Method in class org.nd4j.parameterserver.distributed.transport.LocalTransport

Deprecated.

addShard(String, int) - Method in class org.nd4j.parameterserver.distributed.transport.RoutedTransport

addShard(String, int) - Method in interface org.nd4j.parameterserver.distributed.transport.Transport

addToChunks(INDArray) - Method in class org.nd4j.parameterserver.distributed.messages.aggregations.BaseAggregation

aeron - Variable in class org.nd4j.parameterserver.distributed.transport.BaseTransport

aggregationFinished(VoidAggregation) - Method in class org.nd4j.parameterserver.distributed.training.impl.CbowTrainer

aggregationFinished(VoidAggregation) - Method in class org.nd4j.parameterserver.distributed.training.impl.SkipGramTrainer

This method is invoked after particular aggregation finished

aggregationFinished(VoidAggregation) - Method in interface org.nd4j.parameterserver.distributed.training.TrainingDriver

aggregationType - Variable in class org.nd4j.parameterserver.distributed.messages.aggregations.BaseAggregation

aggregationWidth - Variable in class org.nd4j.parameterserver.distributed.messages.aggregations.BaseAggregation

alpha - Variable in class org.nd4j.parameterserver.distributed.messages.intercom.DistributedCbowDotMessage

alpha - Variable in class org.nd4j.parameterserver.distributed.messages.intercom.DistributedSgDotMessage

alpha - Variable in class org.nd4j.parameterserver.distributed.messages.intercom.DistributedSkipGramMessage

alpha - Variable in class org.nd4j.parameterserver.distributed.messages.requests.CbowRequestMessage

alpha - Variable in class org.nd4j.parameterserver.distributed.messages.requests.SkipGramRequestMessage

arrayExists(Integer) - Method in interface org.nd4j.parameterserver.distributed.logic.Storage

arrayExists(Integer) - Method in class org.nd4j.parameterserver.distributed.logic.storage.BaseStorage

asBytes() - Method in class org.nd4j.parameterserver.distributed.messages.aggregations.BaseAggregation

asBytes() - Method in class org.nd4j.parameterserver.distributed.messages.BaseVoidMessage

asBytes() - Method in class org.nd4j.parameterserver.distributed.messages.Frame

asBytes() - Method in interface org.nd4j.parameterserver.distributed.messages.VoidMessage

AssignRequestMessage - Class in org.nd4j.parameterserver.distributed.messages.requests

AssignRequestMessage() - Constructor for class org.nd4j.parameterserver.distributed.messages.requests.AssignRequestMessage

AssignRequestMessage(Integer, INDArray) - Constructor for class org.nd4j.parameterserver.distributed.messages.requests.AssignRequestMessage

AssignRequestMessage(Integer, Number, int) - Constructor for class org.nd4j.parameterserver.distributed.messages.requests.AssignRequestMessage

assignTarget(TrainingMessage) - Method in interface org.nd4j.parameterserver.distributed.logic.ClientRouter

assignTarget(VoidMessage) - Method in interface org.nd4j.parameterserver.distributed.logic.ClientRouter

assignTarget(TrainingMessage) - Method in class org.nd4j.parameterserver.distributed.logic.routing.InterleavedRouter

assignTarget(VoidMessage) - Method in class org.nd4j.parameterserver.distributed.logic.routing.InterleavedRouter

assignTarget(TrainingMessage) - Method in class org.nd4j.parameterserver.distributed.logic.routing.RandomRouter

assignTarget(VoidMessage) - Method in class org.nd4j.parameterserver.distributed.logic.routing.RandomRouter

assignTarget(TrainingMessage) - Method in class org.nd4j.parameterserver.distributed.logic.routing.StaticRouter

assignTarget(VoidMessage) - Method in class org.nd4j.parameterserver.distributed.logic.routing.StaticRouter

asUnsafeBuffer() - Method in class org.nd4j.parameterserver.distributed.messages.aggregations.BaseAggregation

asUnsafeBuffer() - Method in class org.nd4j.parameterserver.distributed.messages.BaseVoidMessage

asUnsafeBuffer() - Method in class org.nd4j.parameterserver.distributed.messages.Frame

asUnsafeBuffer() - Method in interface org.nd4j.parameterserver.distributed.messages.VoidMessage

attachContext(VoidConfiguration, TrainingDriver<? extends TrainingMessage>, Clipboard, Transport, Storage, NodeRole, short) - Method in class org.nd4j.parameterserver.distributed.messages.BaseVoidMessage

attachContext(VoidConfiguration, TrainingDriver<? extends TrainingMessage>, Clipboard, Transport, Storage, NodeRole, short) - Method in class org.nd4j.parameterserver.distributed.messages.Frame

attachContext(VoidConfiguration, TrainingDriver<? extends TrainingMessage>, Clipboard, Transport, Storage, NodeRole, short) - Method in interface org.nd4j.parameterserver.distributed.messages.VoidMessage

This method initializes message for further processing

availableMemory - Variable in class org.nd4j.parameterserver.distributed.util.NetworkInformation

B

BaseAggregation - Class in org.nd4j.parameterserver.distributed.messages.aggregations

BaseAggregation() - Constructor for class org.nd4j.parameterserver.distributed.messages.aggregations.BaseAggregation

BaseAggregation(long, short, short) - Constructor for class org.nd4j.parameterserver.distributed.messages.aggregations.BaseAggregation

BaseCompleteMessage - Class in org.nd4j.parameterserver.distributed.messages.complete

This message contains information about finished computations for specific batch, being sent earlier

BaseCompleteMessage() - Constructor for class org.nd4j.parameterserver.distributed.messages.complete.BaseCompleteMessage

BaseCompleteMessage(int) - Constructor for class org.nd4j.parameterserver.distributed.messages.complete.BaseCompleteMessage

BaseRouter - Class in org.nd4j.parameterserver.distributed.logic.routing

BaseRouter() - Constructor for class org.nd4j.parameterserver.distributed.logic.routing.BaseRouter

BaseStorage - Class in org.nd4j.parameterserver.distributed.logic.storage

BaseStorage() - Constructor for class org.nd4j.parameterserver.distributed.logic.storage.BaseStorage

BaseTrainer<T extends TrainingMessage> - Class in org.nd4j.parameterserver.distributed.training

BaseTrainer() - Constructor for class org.nd4j.parameterserver.distributed.training.BaseTrainer

BaseTransport - Class in org.nd4j.parameterserver.distributed.transport

BaseTransport() - Constructor for class org.nd4j.parameterserver.distributed.transport.BaseTransport

BaseVoidMessage - Class in org.nd4j.parameterserver.distributed.messages

BaseVoidMessage(int) - Constructor for class org.nd4j.parameterserver.distributed.messages.BaseVoidMessage

BasicSequenceProvider - Class in org.nd4j.parameterserver.distributed.logic.sequence

buildLocalInformation() - Method in class org.nd4j.parameterserver.distributed.util.NetworkOrganizer

C

CbowChain - Class in org.nd4j.parameterserver.distributed.training.chains

CbowChain(CbowRequestMessage) - Constructor for class org.nd4j.parameterserver.distributed.training.chains.CbowChain

CbowChain(long, CbowRequestMessage) - Constructor for class org.nd4j.parameterserver.distributed.training.chains.CbowChain

cbowRequest - Variable in class org.nd4j.parameterserver.distributed.training.chains.CbowChain

CbowRequestMessage - Class in org.nd4j.parameterserver.distributed.messages.requests

CbowRequestMessage(int[], int[], int, byte[], int, double, long) - Constructor for class org.nd4j.parameterserver.distributed.messages.requests.CbowRequestMessage

CbowTrainer - Class in org.nd4j.parameterserver.distributed.training.impl

CbowTrainer() - Constructor for class org.nd4j.parameterserver.distributed.training.impl.CbowTrainer

Chain - Interface in org.nd4j.parameterserver.distributed.messages

This interface describes number of actions happening within VoidParameterServer in distributed manner

chains - Variable in class org.nd4j.parameterserver.distributed.training.impl.CbowTrainer

chains - Variable in class org.nd4j.parameterserver.distributed.training.impl.SkipGramTrainer

chunks - Variable in class org.nd4j.parameterserver.distributed.messages.aggregations.BaseAggregation

chunksCounter - Variable in class org.nd4j.parameterserver.distributed.messages.aggregations.BaseAggregation

clientMessageHandler(DirectBuffer, int, int, Header) - Method in class org.nd4j.parameterserver.distributed.transport.BaseTransport

This message handler is responsible for receiving messages on Client side

ClientRouter - Interface in org.nd4j.parameterserver.distributed.logic

This interface describes routing for messaging flowing in Client->Shard direction

clients - Variable in class org.nd4j.parameterserver.distributed.transport.RoutedTransport

Clipboard - Class in org.nd4j.parameterserver.distributed.logic.completion

Since VoidParameterServer assumes nearly endless asynchronous data flow, we'll use Clipboard approach to aggregate different batches of aggregates coming in un-ordered.

Clipboard() - Constructor for class org.nd4j.parameterserver.distributed.logic.completion.Clipboard

clipboard - Variable in class org.nd4j.parameterserver.distributed.logic.completion.Clipboard

clipboard - Variable in class org.nd4j.parameterserver.distributed.messages.BaseVoidMessage

clipboard - Variable in class org.nd4j.parameterserver.distributed.messages.Frame

clipboard - Variable in class org.nd4j.parameterserver.distributed.training.BaseTrainer

clipboard - Variable in class org.nd4j.parameterserver.distributed.training.TrainerProvider

clipboard - Variable in class org.nd4j.parameterserver.distributed.transport.BaseTransport

clipboard - Variable in class org.nd4j.parameterserver.distributed.VoidParameterServer

close() - Method in class org.nd4j.parameterserver.node.ParameterServerNode

Stop the server

cntRounds - Variable in class org.nd4j.parameterserver.distributed.training.impl.CbowTrainer

cntRounds - Variable in class org.nd4j.parameterserver.distributed.training.impl.SkipGramTrainer

codes - Variable in class org.nd4j.parameterserver.distributed.messages.intercom.DistributedCbowDotMessage

codes - Variable in class org.nd4j.parameterserver.distributed.messages.intercom.DistributedSgDotMessage

codes - Variable in class org.nd4j.parameterserver.distributed.messages.intercom.DistributedSkipGramMessage

codes - Variable in class org.nd4j.parameterserver.distributed.messages.requests.CbowRequestMessage

codes - Variable in class org.nd4j.parameterserver.distributed.messages.requests.SkipGramRequestMessage

columnsPerShard - Variable in class org.nd4j.parameterserver.distributed.messages.intercom.DistributedInitializationMessage

columnsPerShard - Variable in class org.nd4j.parameterserver.distributed.messages.requests.InitializationRequestMessage

completed - Variable in class org.nd4j.parameterserver.distributed.transport.BaseTransport

completedCounter - Variable in class org.nd4j.parameterserver.distributed.logic.completion.Clipboard

completedQueue - Variable in class org.nd4j.parameterserver.distributed.logic.completion.Clipboard

completionHandler - Variable in class org.nd4j.parameterserver.distributed.training.BaseTrainer

context - Variable in class org.nd4j.parameterserver.distributed.transport.BaseTransport

convertIpToOctets(String) - Static method in class org.nd4j.parameterserver.distributed.util.NetworkOrganizer

counter - Variable in class org.nd4j.parameterserver.distributed.logic.routing.InterleavedRouter

counter - Variable in class org.nd4j.parameterserver.distributed.messages.requests.CbowRequestMessage

counter - Variable in class org.nd4j.parameterserver.distributed.messages.requests.SkipGramRequestMessage

counter - Variable in class org.nd4j.parameterserver.distributed.util.NetworkOrganizer.VirtualNode

createDescriptor(long, long) - Static method in class org.nd4j.parameterserver.distributed.logic.completion.RequestDescriptor

D

DefaultRetransmissionHandler - Class in org.nd4j.parameterserver.distributed.logic.retransmission

DefaultRetransmissionHandler() - Constructor for class org.nd4j.parameterserver.distributed.logic.retransmission.DefaultRetransmissionHandler

DistributedAssignMessage - Class in org.nd4j.parameterserver.distributed.messages.intercom

Assign target row to specified value

DistributedAssignMessage() - Constructor for class org.nd4j.parameterserver.distributed.messages.intercom.DistributedAssignMessage

DistributedAssignMessage(Integer, int, double) - Constructor for class org.nd4j.parameterserver.distributed.messages.intercom.DistributedAssignMessage

DistributedAssignMessage(Integer, INDArray) - Constructor for class org.nd4j.parameterserver.distributed.messages.intercom.DistributedAssignMessage

DistributedCbowDotMessage - Class in org.nd4j.parameterserver.distributed.messages.intercom

DistributedCbowDotMessage() - Constructor for class org.nd4j.parameterserver.distributed.messages.intercom.DistributedCbowDotMessage

DistributedCbowDotMessage(long, int, int) - Constructor for class org.nd4j.parameterserver.distributed.messages.intercom.DistributedCbowDotMessage

Deprecated.

DistributedCbowDotMessage(long, int[], int[], int, byte[], boolean, short, float) - Constructor for class org.nd4j.parameterserver.distributed.messages.intercom.DistributedCbowDotMessage

DistributedInitializationMessage - Class in org.nd4j.parameterserver.distributed.messages.intercom

DistributedInitializationMessage(int, int, long, boolean, boolean, int) - Constructor for class org.nd4j.parameterserver.distributed.messages.intercom.DistributedInitializationMessage

DistributedIntroductionMessage - Class in org.nd4j.parameterserver.distributed.messages.intercom

DistributedIntroductionMessage() - Constructor for class org.nd4j.parameterserver.distributed.messages.intercom.DistributedIntroductionMessage

DistributedIntroductionMessage(String, int) - Constructor for class org.nd4j.parameterserver.distributed.messages.intercom.DistributedIntroductionMessage

DistributedMessage - Interface in org.nd4j.parameterserver.distributed.messages

DistributedSgDotMessage - Class in org.nd4j.parameterserver.distributed.messages.intercom

DistributedSgDotMessage() - Constructor for class org.nd4j.parameterserver.distributed.messages.intercom.DistributedSgDotMessage

DistributedSgDotMessage(long, int, int) - Constructor for class org.nd4j.parameterserver.distributed.messages.intercom.DistributedSgDotMessage

Deprecated.

DistributedSgDotMessage(long, int[], int[], int, int, byte[], boolean, short, float) - Constructor for class org.nd4j.parameterserver.distributed.messages.intercom.DistributedSgDotMessage

DistributedShutdownMessage - Class in org.nd4j.parameterserver.distributed.messages.intercom

DistributedShutdownMessage() - Constructor for class org.nd4j.parameterserver.distributed.messages.intercom.DistributedShutdownMessage

DistributedSkipGramMessage - Class in org.nd4j.parameterserver.distributed.messages.intercom

DistributedSkipGramMessage() - Constructor for class org.nd4j.parameterserver.distributed.messages.intercom.DistributedSkipGramMessage

DistributedSkipGramMessage(SkipGramRequestMessage) - Constructor for class org.nd4j.parameterserver.distributed.messages.intercom.DistributedSkipGramMessage

DistributedSolidMessage - Class in org.nd4j.parameterserver.distributed.messages.intercom

Array passed here will be shared & available on all shards.

DistributedSolidMessage(Integer, INDArray, boolean) - Constructor for class org.nd4j.parameterserver.distributed.messages.intercom.DistributedSolidMessage

DistributedVectorMessage - Class in org.nd4j.parameterserver.distributed.messages.intercom

DistributedVectorMessage() - Constructor for class org.nd4j.parameterserver.distributed.messages.intercom.DistributedVectorMessage

DistributedVectorMessage(Integer, int) - Constructor for class org.nd4j.parameterserver.distributed.messages.intercom.DistributedVectorMessage

DotAggregation - Class in org.nd4j.parameterserver.distributed.messages.aggregations

DotAggregation() - Constructor for class org.nd4j.parameterserver.distributed.messages.aggregations.DotAggregation

DotAggregation(long, short, short, INDArray) - Constructor for class org.nd4j.parameterserver.distributed.messages.aggregations.DotAggregation

dotAggregation - Variable in class org.nd4j.parameterserver.distributed.training.chains.CbowChain

dotAggregation - Variable in class org.nd4j.parameterserver.distributed.training.chains.SkipGramChain

doTraining(T) - Method in class org.nd4j.parameterserver.distributed.training.TrainerProvider

driver - Variable in class org.nd4j.parameterserver.distributed.transport.BaseTransport

E

equals(Object) - Method in class org.nd4j.parameterserver.distributed.messages.requests.SkipGramRequestMessage

equals(Object) - Method in class org.nd4j.parameterserver.distributed.util.NetworkInformation

execDistributed(TrainingMessage) - Method in class org.nd4j.parameterserver.distributed.VoidParameterServer

This method dispatches TrainingMessage to ParameterServer network PLEASE NOTE: This method is synchronized and *periodically* becomes blocking by design

execDistributed(Frame<? extends TrainingMessage>) - Method in class org.nd4j.parameterserver.distributed.VoidParameterServer

execDistributedImmediately(TrainingMessage) - Method in class org.nd4j.parameterserver.distributed.VoidParameterServer

ExecutionMode - Enum in org.nd4j.parameterserver.distributed.enums

executor - Variable in class org.nd4j.parameterserver.distributed.VoidParameterServer

EXP_TABLE - Static variable in class org.nd4j.parameterserver.distributed.logic.storage.WordVectorStorage

extractContext(BaseVoidMessage) - Method in class org.nd4j.parameterserver.distributed.messages.BaseVoidMessage

extractContext(BaseVoidMessage) - Method in class org.nd4j.parameterserver.distributed.messages.Frame

extractContext(BaseVoidMessage) - Method in interface org.nd4j.parameterserver.distributed.messages.VoidMessage

F

FaultToleranceStrategy - Enum in org.nd4j.parameterserver.distributed.enums

feedbackIdler - Variable in class org.nd4j.parameterserver.distributed.transport.BaseTransport

finishedMessage(Long) - Method in class org.nd4j.parameterserver.distributed.logic.completion.FrameCompletionHandler.FrameDescriptor

finishTraining(long, long) - Method in class org.nd4j.parameterserver.distributed.training.impl.CbowTrainer

finishTraining(long, long) - Method in class org.nd4j.parameterserver.distributed.training.impl.SkipGramTrainer

finishTraining(long, long) - Method in interface org.nd4j.parameterserver.distributed.training.TrainingDriver

forcedRole - Variable in class org.nd4j.parameterserver.distributed.conf.VoidConfiguration

This option is for debugging mostly.

Frame<T extends TrainingMessage> - Class in org.nd4j.parameterserver.distributed.messages

Simple wrapper for multiple request messages OF THE SAME TYPE being stacked into single message

Frame() - Constructor for class org.nd4j.parameterserver.distributed.messages.Frame

Frame(long) - Constructor for class org.nd4j.parameterserver.distributed.messages.Frame

Frame(T) - Constructor for class org.nd4j.parameterserver.distributed.messages.Frame

FrameCompleteMessage - Class in org.nd4j.parameterserver.distributed.messages.complete

FrameCompleteMessage() - Constructor for class org.nd4j.parameterserver.distributed.messages.complete.FrameCompleteMessage

FrameCompleteMessage(long) - Constructor for class org.nd4j.parameterserver.distributed.messages.complete.FrameCompleteMessage

FrameCompletionHandler - Class in org.nd4j.parameterserver.distributed.logic.completion

FrameCompletionHandler() - Constructor for class org.nd4j.parameterserver.distributed.logic.completion.FrameCompletionHandler

FrameCompletionHandler.FrameDescriptor - Class in org.nd4j.parameterserver.distributed.logic.completion

frameCount - Variable in class org.nd4j.parameterserver.distributed.transport.BaseTransport

FrameDescriptor(long) - Constructor for class org.nd4j.parameterserver.distributed.logic.completion.FrameCompletionHandler.FrameDescriptor

frameId - Variable in class org.nd4j.parameterserver.distributed.training.chains.CbowChain

frameId - Variable in class org.nd4j.parameterserver.distributed.training.chains.SkipGramChain

frames - Variable in class org.nd4j.parameterserver.distributed.VoidParameterServer

fromBytes(byte[]) - Static method in interface org.nd4j.parameterserver.distributed.messages.VoidMessage

G

getAccumulatedResult() - Method in class org.nd4j.parameterserver.distributed.messages.aggregations.BaseAggregation

getAccumulatedResult() - Method in class org.nd4j.parameterserver.distributed.messages.aggregations.DotAggregation

getAccumulatedResult() - Method in interface org.nd4j.parameterserver.distributed.messages.VoidAggregation

getAggregationType() - Method in interface org.nd4j.parameterserver.distributed.messages.VoidAggregation

getArray(Integer) - Method in class org.nd4j.parameterserver.distributed.logic.storage.BaseStorage

getArray(Integer) - Method in interface org.nd4j.parameterserver.distributed.logic.Storage

getCompletedFrameInfo(RequestDescriptor) - Method in class org.nd4j.parameterserver.distributed.logic.completion.FrameCompletionHandler

getCompletedFrameInfo(long, long) - Method in class org.nd4j.parameterserver.distributed.logic.completion.FrameCompletionHandler

getCounter() - Method in interface org.nd4j.parameterserver.distributed.messages.TrainingMessage

getCounter() - Method in class org.nd4j.parameterserver.distributed.util.NetworkOrganizer.VirtualNode

getDiscriminatedCount() - Method in class org.nd4j.parameterserver.distributed.util.NetworkOrganizer.VirtualNode

getExpTable() - Method in class org.nd4j.parameterserver.distributed.VoidParameterServer

getFrameId() - Method in interface org.nd4j.parameterserver.distributed.messages.TrainingMessage

getHottestNetwork() - Method in class org.nd4j.parameterserver.distributed.util.NetworkOrganizer.VirtualTree

getHottestNetworkA() - Method in class org.nd4j.parameterserver.distributed.util.NetworkOrganizer.VirtualTree

getHottestNetworkAB() - Method in class org.nd4j.parameterserver.distributed.util.NetworkOrganizer.VirtualTree

This method returns FULL A octet + B octet UP TO FIRST SIGNIFICANT BIT

getHottestNode(int) - Method in class org.nd4j.parameterserver.distributed.util.NetworkOrganizer.VirtualNode

This method returns most popular sub-node

getHottestNode() - Method in class org.nd4j.parameterserver.distributed.util.NetworkOrganizer.VirtualNode

getHottestNode() - Method in class org.nd4j.parameterserver.distributed.util.NetworkOrganizer.VirtualTree

getIncompleteNumber() - Method in class org.nd4j.parameterserver.distributed.logic.completion.FrameCompletionHandler.FrameDescriptor

getInstance() - Static method in class org.nd4j.parameterserver.distributed.logic.sequence.BasicSequenceProvider

getInstance() - Static method in class org.nd4j.parameterserver.distributed.training.TrainerProvider

getInstance() - Static method in class org.nd4j.parameterserver.distributed.VoidParameterServer

getIntersections(int, Collection<String>) - Method in class org.nd4j.parameterserver.distributed.util.NetworkOrganizer

This method returns specified numbers of IP's by parsing original list of trees into some form of binary tree

getIp() - Method in class org.nd4j.parameterserver.distributed.transport.BaseTransport

getIp() - Method in class org.nd4j.parameterserver.distributed.transport.LocalTransport

Deprecated.

getIp() - Method in interface org.nd4j.parameterserver.distributed.transport.Transport

getLocalAddresses() - Static method in class org.nd4j.parameterserver.distributed.VoidParameterServer

This method returns set of local IP addresses available in system.

getMatchingAddress() - Method in class org.nd4j.parameterserver.distributed.util.NetworkOrganizer

This method returns local IP address that matches given network mask.

getMessages() - Method in class org.nd4j.parameterserver.distributed.messages.Frame

getMessageType() - Method in class org.nd4j.parameterserver.distributed.messages.aggregations.BaseAggregation

getMessageType() - Method in class org.nd4j.parameterserver.distributed.messages.BaseVoidMessage

getMessageType() - Method in class org.nd4j.parameterserver.distributed.messages.Frame

getMessageType() - Method in interface org.nd4j.parameterserver.distributed.messages.VoidMessage

getMissingChunks() - Method in class org.nd4j.parameterserver.distributed.messages.aggregations.BaseAggregation

getMissingChunks() - Method in interface org.nd4j.parameterserver.distributed.messages.VoidAggregation

getNegTable() - Method in class org.nd4j.parameterserver.distributed.VoidParameterServer

getNetworkMask() - Method in class org.nd4j.parameterserver.distributed.conf.VoidConfiguration

This method returns network mask

getNextShard() - Method in class org.nd4j.parameterserver.distributed.logic.routing.RandomRouter

getNextValue() - Method in class org.nd4j.parameterserver.distributed.logic.sequence.BasicSequenceProvider

getNextValue() - Method in interface org.nd4j.parameterserver.distributed.logic.SequenceProvider

getNumberOfCompleteStacks() - Method in class org.nd4j.parameterserver.distributed.logic.completion.Clipboard

getNumberOfPinnedStacks() - Method in class org.nd4j.parameterserver.distributed.logic.completion.Clipboard

getNumDivergents() - Method in class org.nd4j.parameterserver.distributed.util.NetworkOrganizer.VirtualNode

getOriginatorId() - Method in interface org.nd4j.parameterserver.distributed.messages.Chain

getOriginatorId() - Method in interface org.nd4j.parameterserver.distributed.messages.VoidMessage

getOwnOriginatorId() - Method in class org.nd4j.parameterserver.distributed.transport.BaseTransport

getOwnOriginatorId() - Method in class org.nd4j.parameterserver.distributed.transport.LocalTransport

Deprecated.

getOwnOriginatorId() - Method in interface org.nd4j.parameterserver.distributed.transport.Transport

This method returns ID of this Transport instance

getPayload() - Method in interface org.nd4j.parameterserver.distributed.messages.MeaningfulMessage

getPayload() - Method in interface org.nd4j.parameterserver.distributed.messages.VoidAggregation

getPort() - Method in class org.nd4j.parameterserver.distributed.transport.BaseTransport

getPort() - Method in class org.nd4j.parameterserver.distributed.transport.LocalTransport

Deprecated.

getPort() - Method in interface org.nd4j.parameterserver.distributed.transport.Transport

getRetransmitCount() - Method in interface org.nd4j.parameterserver.distributed.messages.VoidMessage

getRole(VoidConfiguration, Collection<String>) - Method in class org.nd4j.parameterserver.distributed.VoidParameterServer

This method checks for designated role, according to local IP addresses and configuration passed into method

getShardIndex() - Method in interface org.nd4j.parameterserver.distributed.messages.VoidAggregation

getShardIndex() - Method in class org.nd4j.parameterserver.distributed.transport.LocalTransport

Deprecated.

getShardIndex() - Method in interface org.nd4j.parameterserver.distributed.transport.Transport

getShardIndex() - Method in class org.nd4j.parameterserver.distributed.VoidParameterServer

This method returns shardIndex value.

getStackFromClipboard(long, long) - Method in class org.nd4j.parameterserver.distributed.logic.completion.Clipboard

getSubset(int) - Method in class org.nd4j.parameterserver.distributed.util.NetworkOrganizer

This method returns specified number of IP addresses from original list of addresses

getSubset(int, Collection<String>) - Method in class org.nd4j.parameterserver.distributed.util.NetworkOrganizer

This method returns specified number of IP addresses from original list of addresses, that are NOT listen in primary collection

getSyn0() - Method in class org.nd4j.parameterserver.distributed.VoidParameterServer

getSyn1() - Method in class org.nd4j.parameterserver.distributed.VoidParameterServer

getSyn1Neg() - Method in class org.nd4j.parameterserver.distributed.VoidParameterServer

getTargetId() - Method in class org.nd4j.parameterserver.distributed.messages.aggregations.BaseAggregation

getTargetId() - Method in interface org.nd4j.parameterserver.distributed.messages.VoidMessage

getTargetIndex() - Method in class org.nd4j.parameterserver.distributed.transport.LocalTransport

Deprecated.

getTargetIndex() - Method in interface org.nd4j.parameterserver.distributed.transport.Transport

getTaskId() - Method in interface org.nd4j.parameterserver.distributed.messages.Chain

getTaskId() - Method in interface org.nd4j.parameterserver.distributed.messages.VoidMessage

getTaskId() - Method in class org.nd4j.parameterserver.distributed.training.chains.SkipGramChain

getTotalBranches() - Method in class org.nd4j.parameterserver.distributed.util.NetworkOrganizer.VirtualTree

getTrainer(T) - Method in class org.nd4j.parameterserver.distributed.training.TrainerProvider

getTransmissionStatus(long) - Static method in interface org.nd4j.parameterserver.distributed.logic.RetransmissionHandler

getTransport() - Method in class org.nd4j.parameterserver.distributed.VoidParameterServer

getUniqueBranches() - Method in class org.nd4j.parameterserver.distributed.util.NetworkOrganizer.VirtualTree

getVector(int) - Method in class org.nd4j.parameterserver.distributed.VoidParameterServer

getVector(Integer, int) - Method in class org.nd4j.parameterserver.distributed.VoidParameterServer

This method returns INDArray matching requested storageId value PLEASE NOTE: This method IS blocking

H

handleMessage(TrainingMessage) - Method in class org.nd4j.parameterserver.distributed.logic.retransmission.DefaultRetransmissionHandler

handleMessage(TrainingMessage) - Method in interface org.nd4j.parameterserver.distributed.logic.RetransmissionHandler

handleMessage(VoidMessage) - Method in class org.nd4j.parameterserver.distributed.VoidParameterServer

hasCandidates() - Method in class org.nd4j.parameterserver.distributed.logic.completion.Clipboard

This method checks, if clipboard has ready aggregations available

hashCode() - Method in class org.nd4j.parameterserver.distributed.messages.requests.SkipGramRequestMessage

hashCode() - Method in class org.nd4j.parameterserver.distributed.util.NetworkInformation

I

idler - Variable in class org.nd4j.parameterserver.distributed.transport.BaseTransport

incrementRetransmitCount() - Method in class org.nd4j.parameterserver.distributed.messages.BaseVoidMessage

incrementRetransmitCount() - Method in class org.nd4j.parameterserver.distributed.messages.Frame

incrementRetransmitCount() - Method in interface org.nd4j.parameterserver.distributed.messages.VoidMessage

informationCollection - Variable in class org.nd4j.parameterserver.distributed.util.NetworkOrganizer

init(VoidConfiguration, Transport) - Method in interface org.nd4j.parameterserver.distributed.logic.ClientRouter

init(VoidConfiguration, Transport) - Method in class org.nd4j.parameterserver.distributed.logic.retransmission.DefaultRetransmissionHandler

init(VoidConfiguration, Transport) - Method in interface org.nd4j.parameterserver.distributed.logic.RetransmissionHandler

init(VoidConfiguration, Transport) - Method in class org.nd4j.parameterserver.distributed.logic.routing.BaseRouter

init(VoidConfiguration, Transport) - Method in class org.nd4j.parameterserver.distributed.logic.routing.InterleavedRouter

init(VoidConfiguration, Transport) - Method in class org.nd4j.parameterserver.distributed.logic.routing.RandomRouter

init(VoidConfiguration, Transport) - Method in class org.nd4j.parameterserver.distributed.logic.routing.StaticRouter

init(VoidConfiguration, Transport, Storage, Clipboard) - Method in class org.nd4j.parameterserver.distributed.training.BaseTrainer

init(VoidConfiguration, Transport, Storage, Clipboard) - Method in class org.nd4j.parameterserver.distributed.training.TrainerProvider

init(VoidConfiguration, Transport, Storage, Clipboard) - Method in interface org.nd4j.parameterserver.distributed.training.TrainingDriver

init(VoidConfiguration, Clipboard, NodeRole, String, int, short) - Method in class org.nd4j.parameterserver.distributed.transport.BaseTransport

This method does initialization of Transport instance

init(VoidConfiguration, Clipboard, NodeRole, String, int, short) - Method in class org.nd4j.parameterserver.distributed.transport.LocalTransport

Deprecated.

This method does initialization of Transport instance

init(VoidConfiguration, Clipboard, NodeRole, String, int, short) - Method in class org.nd4j.parameterserver.distributed.transport.MulticastTransport

init(VoidConfiguration, Clipboard, NodeRole, String, int, short) - Method in class org.nd4j.parameterserver.distributed.transport.RoutedTransport

init(VoidConfiguration, Clipboard, NodeRole, String, int, short) - Method in interface org.nd4j.parameterserver.distributed.transport.Transport

This method does initialization of Transport instance

init(VoidConfiguration) - Method in class org.nd4j.parameterserver.distributed.VoidParameterServer

init(VoidConfiguration, Transport, TrainingDriver<? extends TrainingMessage>) - Method in class org.nd4j.parameterserver.distributed.VoidParameterServer

This method starts ParameterServer instance PLEASE NOTE: This method is blocking for first caller only

initExpTable(int) - Method in class org.nd4j.parameterserver.distributed.messages.intercom.DistributedInitializationMessage

initFinished - Variable in class org.nd4j.parameterserver.distributed.VoidParameterServer

InitializationAggregation - Class in org.nd4j.parameterserver.distributed.messages.aggregations

InitializationAggregation() - Constructor for class org.nd4j.parameterserver.distributed.messages.aggregations.InitializationAggregation

InitializationAggregation(int, int) - Constructor for class org.nd4j.parameterserver.distributed.messages.aggregations.InitializationAggregation

InitializationAggregation(short, short) - Constructor for class org.nd4j.parameterserver.distributed.messages.aggregations.InitializationAggregation

InitializationCompleteMessage - Class in org.nd4j.parameterserver.distributed.messages.complete

InitializationCompleteMessage() - Constructor for class org.nd4j.parameterserver.distributed.messages.complete.InitializationCompleteMessage

InitializationCompleteMessage(long) - Constructor for class org.nd4j.parameterserver.distributed.messages.complete.InitializationCompleteMessage

InitializationRequestMessage - Class in org.nd4j.parameterserver.distributed.messages.requests

This method propagates storage/weights initialization over distributed Shards

InitializationRequestMessage() - Constructor for class org.nd4j.parameterserver.distributed.messages.requests.InitializationRequestMessage

InitializationRequestMessage(int, int, long, boolean, boolean, int) - Constructor for class org.nd4j.parameterserver.distributed.messages.requests.InitializationRequestMessage

initializeSeqVec(int, int, long, int, boolean, boolean) - Method in class org.nd4j.parameterserver.distributed.VoidParameterServer

This method handles Shards initialization PLEASE NOTE: This method is blocking

initLocker - Variable in class org.nd4j.parameterserver.distributed.VoidParameterServer

InterleavedRouter - Class in org.nd4j.parameterserver.distributed.logic.routing

This is main router implementation for VoidParameterServer Basic idea: We route TrainingMessages conditionally, based on Huffman tree index (aka frequency-ordered position)

InterleavedRouter() - Constructor for class org.nd4j.parameterserver.distributed.logic.routing.InterleavedRouter

InterleavedRouter(int) - Constructor for class org.nd4j.parameterserver.distributed.logic.routing.InterleavedRouter

internalMessageHandler(DirectBuffer, int, int, Header) - Method in class org.nd4j.parameterserver.distributed.transport.BaseTransport

This message handler is responsible for receiving coordination messages on Shard side

IntroductionCompleteMessage - Class in org.nd4j.parameterserver.distributed.messages.complete

IntroductionCompleteMessage() - Constructor for class org.nd4j.parameterserver.distributed.messages.complete.IntroductionCompleteMessage

IntroductionCompleteMessage(long) - Constructor for class org.nd4j.parameterserver.distributed.messages.complete.IntroductionCompleteMessage

IntroductionRequestMessage - Class in org.nd4j.parameterserver.distributed.messages.requests

This message will be sent by each shard, during meeting

IntroductionRequestMessage() - Constructor for class org.nd4j.parameterserver.distributed.messages.requests.IntroductionRequestMessage

IntroductionRequestMessage(String, int) - Constructor for class org.nd4j.parameterserver.distributed.messages.requests.IntroductionRequestMessage

ip - Variable in class org.nd4j.parameterserver.distributed.transport.BaseTransport

ipAddresses - Variable in class org.nd4j.parameterserver.distributed.util.NetworkInformation

isBlockingMessage() - Method in class org.nd4j.parameterserver.distributed.messages.BaseVoidMessage

isBlockingMessage() - Method in class org.nd4j.parameterserver.distributed.messages.Frame

isBlockingMessage() - Method in class org.nd4j.parameterserver.distributed.messages.requests.InitializationRequestMessage

isBlockingMessage() - Method in class org.nd4j.parameterserver.distributed.messages.requests.IntroductionRequestMessage

isBlockingMessage() - Method in class org.nd4j.parameterserver.distributed.messages.requests.VectorRequestMessage

isBlockingMessage() - Method in interface org.nd4j.parameterserver.distributed.messages.VoidMessage

isCompleted(RequestDescriptor) - Method in class org.nd4j.parameterserver.distributed.logic.completion.FrameCompletionHandler

isCompleted(long, long) - Method in class org.nd4j.parameterserver.distributed.logic.completion.FrameCompletionHandler

isFinished() - Method in class org.nd4j.parameterserver.distributed.logic.completion.FrameCompletionHandler.FrameDescriptor

isInit() - Method in class org.nd4j.parameterserver.distributed.VoidParameterServer

This method returns True if initialization was started AND was finished, false otherwise

isJoinSupported() - Method in class org.nd4j.parameterserver.distributed.messages.BaseVoidMessage

isJoinSupported() - Method in class org.nd4j.parameterserver.distributed.messages.Frame

isJoinSupported() - Method in class org.nd4j.parameterserver.distributed.messages.requests.CbowRequestMessage

isJoinSupported() - Method in class org.nd4j.parameterserver.distributed.messages.requests.SkipGramRequestMessage

isJoinSupported() - Method in interface org.nd4j.parameterserver.distributed.messages.VoidMessage

isReady(VoidAggregation) - Method in class org.nd4j.parameterserver.distributed.logic.completion.Clipboard

isReady(long, long) - Method in class org.nd4j.parameterserver.distributed.logic.completion.Clipboard

isTracking(long, long) - Method in class org.nd4j.parameterserver.distributed.logic.completion.Clipboard

isTrackingFrame(RequestDescriptor) - Method in class org.nd4j.parameterserver.distributed.logic.completion.FrameCompletionHandler

isTrackingFrame(long, long) - Method in class org.nd4j.parameterserver.distributed.logic.completion.FrameCompletionHandler

iterator() - Method in class org.nd4j.parameterserver.distributed.messages.Frame

J

joinMessage(VoidMessage) - Method in class org.nd4j.parameterserver.distributed.messages.BaseVoidMessage

joinMessage(VoidMessage) - Method in class org.nd4j.parameterserver.distributed.messages.Frame

joinMessage(VoidMessage) - Method in class org.nd4j.parameterserver.distributed.messages.requests.CbowRequestMessage

joinMessage(VoidMessage) - Method in class org.nd4j.parameterserver.distributed.messages.requests.SkipGramRequestMessage

joinMessage(VoidMessage) - Method in interface org.nd4j.parameterserver.distributed.messages.VoidMessage

jointMessageHandler(DirectBuffer, int, int, Header) - Method in class org.nd4j.parameterserver.distributed.transport.RoutedTransport

This message handler is responsible for receiving messages on any side of p2p network

K

key - Variable in class org.nd4j.parameterserver.distributed.messages.intercom.DistributedVectorMessage

key - Variable in class org.nd4j.parameterserver.distributed.messages.requests.AssignRequestMessage

key - Variable in class org.nd4j.parameterserver.distributed.messages.requests.VectorRequestMessage

L

launch(Transport.ThreadingModel) - Method in class org.nd4j.parameterserver.distributed.transport.BaseTransport

This method starts transport mechanisms.

launch(Transport.ThreadingModel) - Method in class org.nd4j.parameterserver.distributed.transport.LocalTransport

Deprecated.

This method starts transport mechanisms.

launch(Transport.ThreadingModel) - Method in class org.nd4j.parameterserver.distributed.transport.RoutedTransport

launch(Transport.ThreadingModel) - Method in interface org.nd4j.parameterserver.distributed.transport.Transport

This method starts transport mechanisms.

list - Variable in class org.nd4j.parameterserver.distributed.messages.Frame

LocalTransport - Class in org.nd4j.parameterserver.distributed.transport

Deprecated.

LocalTransport() - Constructor for class org.nd4j.parameterserver.distributed.transport.LocalTransport

Deprecated.

longHash - Variable in class org.nd4j.parameterserver.distributed.transport.RoutedTransport.RemoteConnection

M

main(String[]) - Static method in class org.nd4j.parameterserver.node.ParameterServerNode

manualMode - Variable in class org.nd4j.parameterserver.distributed.VoidParameterServer

map(String[], int) - Method in class org.nd4j.parameterserver.distributed.util.NetworkOrganizer.VirtualNode

map(String) - Method in class org.nd4j.parameterserver.distributed.util.NetworkOrganizer.VirtualTree

PLEASE NOTE: This method expects binary octets inside the string argument

MAX_EXP - Static variable in class org.nd4j.parameterserver.distributed.VoidParameterServer

MeaningfulMessage - Interface in org.nd4j.parameterserver.distributed.messages

messageHandlerForClients - Variable in class org.nd4j.parameterserver.distributed.transport.BaseTransport

messageHandlerForShards - Variable in class org.nd4j.parameterserver.distributed.transport.BaseTransport

messages - Variable in class org.nd4j.parameterserver.distributed.transport.BaseTransport

messageType - Variable in class org.nd4j.parameterserver.distributed.messages.BaseVoidMessage

multicastChannelUri - Variable in class org.nd4j.parameterserver.distributed.transport.MulticastTransport

MulticastTransport - Class in org.nd4j.parameterserver.distributed.transport

Transport implementation based on Aeron UDP multicast PLEASE NOTE: This transport will NOT work on AWS or Azure out of box, due to Amazon/Microsoft restrictions within their networks.

MulticastTransport() - Constructor for class org.nd4j.parameterserver.distributed.transport.MulticastTransport

N

NEGATIVE_TABLE - Static variable in class org.nd4j.parameterserver.distributed.logic.storage.WordVectorStorage

negatives - Variable in class org.nd4j.parameterserver.distributed.messages.requests.CbowRequestMessage

negatives - Variable in class org.nd4j.parameterserver.distributed.messages.requests.SkipGramRequestMessage

negSamples - Variable in class org.nd4j.parameterserver.distributed.messages.intercom.DistributedCbowDotMessage

negSamples - Variable in class org.nd4j.parameterserver.distributed.messages.intercom.DistributedSgDotMessage

negSamples - Variable in class org.nd4j.parameterserver.distributed.messages.intercom.DistributedSkipGramMessage

negSamples - Variable in class org.nd4j.parameterserver.distributed.messages.requests.CbowRequestMessage

negSamples - Variable in class org.nd4j.parameterserver.distributed.messages.requests.SkipGramRequestMessage

NetworkInformation - Class in org.nd4j.parameterserver.distributed.util

NetworkInformation() - Constructor for class org.nd4j.parameterserver.distributed.util.NetworkInformation

networkMask - Variable in class org.nd4j.parameterserver.distributed.util.NetworkOrganizer

NetworkOrganizer - Class in org.nd4j.parameterserver.distributed.util

Utility class that provides

NetworkOrganizer(Collection<NetworkInformation>) - Constructor for class org.nd4j.parameterserver.distributed.util.NetworkOrganizer

This constructor is NOT implemented yet

NetworkOrganizer(Collection<NetworkInformation>, String) - Constructor for class org.nd4j.parameterserver.distributed.util.NetworkOrganizer

NetworkOrganizer(String) - Constructor for class org.nd4j.parameterserver.distributed.util.NetworkOrganizer

This constructor builds format from own

NetworkOrganizer.VirtualNode - Class in org.nd4j.parameterserver.distributed.util

NetworkOrganizer.VirtualTree - Class in org.nd4j.parameterserver.distributed.util

nextCandidate() - Method in class org.nd4j.parameterserver.distributed.logic.completion.Clipboard

This method returns one of available aggregations, if there's at least 1 ready.

nextRandom - Variable in class org.nd4j.parameterserver.distributed.messages.intercom.DistributedSkipGramMessage

nextRandom - Variable in class org.nd4j.parameterserver.distributed.messages.requests.CbowRequestMessage

nextRandom - Variable in class org.nd4j.parameterserver.distributed.messages.requests.SkipGramRequestMessage

NodeRole - Enum in org.nd4j.parameterserver.distributed.enums

nodeRole - Variable in class org.nd4j.parameterserver.distributed.transport.BaseTransport

nodeRole - Variable in class org.nd4j.parameterserver.distributed.VoidParameterServer

nodes - Variable in class org.nd4j.parameterserver.distributed.util.NetworkOrganizer.VirtualNode

nodes - Variable in class org.nd4j.parameterserver.distributed.util.NetworkOrganizer.VirtualTree

notifyFrame(RequestDescriptor, Long) - Method in class org.nd4j.parameterserver.distributed.logic.completion.FrameCompletionHandler

notifyFrame(Long, Long, Long) - Method in class org.nd4j.parameterserver.distributed.logic.completion.FrameCompletionHandler

numberOfElements - Variable in class org.nd4j.parameterserver.distributed.messages.aggregations.BaseAggregation

numberOfKnownClients() - Method in class org.nd4j.parameterserver.distributed.transport.BaseTransport

numberOfKnownClients() - Method in class org.nd4j.parameterserver.distributed.transport.LocalTransport

Deprecated.

numberOfKnownClients() - Method in class org.nd4j.parameterserver.distributed.transport.RoutedTransport

numberOfKnownClients() - Method in interface org.nd4j.parameterserver.distributed.transport.Transport

This method returns number of known Clients

numberOfKnownShards() - Method in class org.nd4j.parameterserver.distributed.transport.BaseTransport

numberOfKnownShards() - Method in class org.nd4j.parameterserver.distributed.transport.LocalTransport

Deprecated.

numberOfKnownShards() - Method in class org.nd4j.parameterserver.distributed.transport.RoutedTransport

numberOfKnownShards() - Method in interface org.nd4j.parameterserver.distributed.transport.Transport

This method returns number of known Shards

numShards - Variable in class org.nd4j.parameterserver.distributed.logic.routing.RandomRouter

numThreads - Static variable in class org.nd4j.parameterserver.distributed.VoidParameterServer

numWords - Variable in class org.nd4j.parameterserver.distributed.messages.intercom.DistributedInitializationMessage

numWords - Variable in class org.nd4j.parameterserver.distributed.messages.requests.InitializationRequestMessage

O

onBackPressure() - Method in class org.nd4j.parameterserver.distributed.logic.retransmission.DefaultRetransmissionHandler

onBackPressure() - Method in interface org.nd4j.parameterserver.distributed.logic.RetransmissionHandler

org.nd4j.parameterserver.distributed - package org.nd4j.parameterserver.distributed

org.nd4j.parameterserver.distributed.conf - package org.nd4j.parameterserver.distributed.conf

org.nd4j.parameterserver.distributed.enums - package org.nd4j.parameterserver.distributed.enums

org.nd4j.parameterserver.distributed.logic - package org.nd4j.parameterserver.distributed.logic

org.nd4j.parameterserver.distributed.logic.completion - package org.nd4j.parameterserver.distributed.logic.completion

org.nd4j.parameterserver.distributed.logic.retransmission - package org.nd4j.parameterserver.distributed.logic.retransmission

org.nd4j.parameterserver.distributed.logic.routing - package org.nd4j.parameterserver.distributed.logic.routing

org.nd4j.parameterserver.distributed.logic.sequence - package org.nd4j.parameterserver.distributed.logic.sequence

org.nd4j.parameterserver.distributed.logic.storage - package org.nd4j.parameterserver.distributed.logic.storage

org.nd4j.parameterserver.distributed.messages - package org.nd4j.parameterserver.distributed.messages

org.nd4j.parameterserver.distributed.messages.aggregations - package org.nd4j.parameterserver.distributed.messages.aggregations

org.nd4j.parameterserver.distributed.messages.complete - package org.nd4j.parameterserver.distributed.messages.complete

org.nd4j.parameterserver.distributed.messages.intercom - package org.nd4j.parameterserver.distributed.messages.intercom

org.nd4j.parameterserver.distributed.messages.requests - package org.nd4j.parameterserver.distributed.messages.requests

org.nd4j.parameterserver.distributed.training - package org.nd4j.parameterserver.distributed.training

org.nd4j.parameterserver.distributed.training.chains - package org.nd4j.parameterserver.distributed.training.chains

org.nd4j.parameterserver.distributed.training.impl - package org.nd4j.parameterserver.distributed.training.impl

org.nd4j.parameterserver.distributed.transport - package org.nd4j.parameterserver.distributed.transport

org.nd4j.parameterserver.distributed.util - package org.nd4j.parameterserver.distributed.util

org.nd4j.parameterserver.node - package org.nd4j.parameterserver.node

originatorId - Variable in class org.nd4j.parameterserver.distributed.messages.BaseVoidMessage

originatorId - Variable in class org.nd4j.parameterserver.distributed.messages.Frame

originatorId - Variable in class org.nd4j.parameterserver.distributed.training.chains.CbowChain

originatorId - Variable in class org.nd4j.parameterserver.distributed.training.chains.SkipGramChain

originatorId - Variable in class org.nd4j.parameterserver.distributed.transport.BaseTransport

originatorIdx - Variable in class org.nd4j.parameterserver.distributed.logic.routing.BaseRouter

ownChar - Variable in class org.nd4j.parameterserver.distributed.util.NetworkOrganizer.VirtualNode

P

ParameterServerNode - Class in org.nd4j.parameterserver.node

Integrated node for running the parameter server.

ParameterServerNode(MediaDriver, int) - Constructor for class org.nd4j.parameterserver.node.ParameterServerNode

ParameterServerNode(MediaDriver, int, int) - Constructor for class org.nd4j.parameterserver.node.ParameterServerNode

ParameterServerNode(MediaDriver) - Constructor for class org.nd4j.parameterserver.node.ParameterServerNode

Pass in the media driver used for communication and a defualt status port of 9000

parentNode - Variable in class org.nd4j.parameterserver.distributed.util.NetworkOrganizer.VirtualNode

payload - Variable in class org.nd4j.parameterserver.distributed.messages.aggregations.BaseAggregation

payload - Variable in class org.nd4j.parameterserver.distributed.messages.complete.BaseCompleteMessage

payload - Variable in class org.nd4j.parameterserver.distributed.messages.requests.AssignRequestMessage

peekMessage() - Method in class org.nd4j.parameterserver.distributed.transport.BaseTransport

This method peeks 1 message from "incoming messages" queue, returning null if queue is empty PLEASE NOTE: This method is suitable for debug purposes only

peekMessage() - Method in class org.nd4j.parameterserver.distributed.transport.LocalTransport

Deprecated.

This method peeks 1 message from "incoming messages" queue, returning null if queue is empty

peekMessage() - Method in interface org.nd4j.parameterserver.distributed.transport.Transport

This method peeks 1 message from "incoming messages" queue, returning null if queue is empty PLEASE NOTE: This method is suitable for debug purposes only

pickTraining(CbowRequestMessage) - Method in class org.nd4j.parameterserver.distributed.training.impl.CbowTrainer

pickTraining(SkipGramRequestMessage) - Method in class org.nd4j.parameterserver.distributed.training.impl.SkipGramTrainer

This method will be called from non-initialized Shard context

pickTraining(T) - Method in interface org.nd4j.parameterserver.distributed.training.TrainingDriver

pin(VoidAggregation) - Method in class org.nd4j.parameterserver.distributed.logic.completion.Clipboard

This method places incoming VoidAggregation into clipboard, for further tracking

points - Variable in class org.nd4j.parameterserver.distributed.messages.intercom.DistributedSkipGramMessage

points - Variable in class org.nd4j.parameterserver.distributed.messages.requests.SkipGramRequestMessage

port - Variable in class org.nd4j.parameterserver.distributed.transport.BaseTransport

processingRunnables - Variable in class org.nd4j.parameterserver.distributed.VoidParameterServer

processingThreads - Variable in class org.nd4j.parameterserver.distributed.VoidParameterServer

processMessage() - Method in class org.nd4j.parameterserver.distributed.messages.aggregations.DotAggregation

This method will be started in context of executor, either Shard, Client or Backup node

processMessage() - Method in class org.nd4j.parameterserver.distributed.messages.aggregations.InitializationAggregation

processMessage() - Method in class org.nd4j.parameterserver.distributed.messages.aggregations.VectorAggregation

Vector aggregations are saved only by Shards started aggregation process.

processMessage() - Method in class org.nd4j.parameterserver.distributed.messages.complete.BaseCompleteMessage

processMessage() - Method in class org.nd4j.parameterserver.distributed.messages.Frame

processMessage() - Method in class org.nd4j.parameterserver.distributed.messages.intercom.DistributedAssignMessage

This method assigns specific value to either specific row, or whole array.

processMessage() - Method in class org.nd4j.parameterserver.distributed.messages.intercom.DistributedCbowDotMessage

This method calculates dot of gives rows, with averaging applied to rowsA, as required by CBoW

processMessage() - Method in class org.nd4j.parameterserver.distributed.messages.intercom.DistributedInitializationMessage

This method initializes shard storage with given data

processMessage() - Method in class org.nd4j.parameterserver.distributed.messages.intercom.DistributedIntroductionMessage

processMessage() - Method in class org.nd4j.parameterserver.distributed.messages.intercom.DistributedSgDotMessage

This method calculates dot of gives rows

processMessage() - Method in class org.nd4j.parameterserver.distributed.messages.intercom.DistributedShutdownMessage

processMessage() - Method in class org.nd4j.parameterserver.distributed.messages.intercom.DistributedSkipGramMessage

processMessage() - Method in class org.nd4j.parameterserver.distributed.messages.intercom.DistributedSolidMessage

This method will be started in context of executor, either Shard, Client or Backup node

processMessage() - Method in class org.nd4j.parameterserver.distributed.messages.intercom.DistributedVectorMessage

This method will be started in context of executor, either Shard, Client or Backup node

processMessage() - Method in class org.nd4j.parameterserver.distributed.messages.requests.AssignRequestMessage

processMessage() - Method in class org.nd4j.parameterserver.distributed.messages.requests.CbowRequestMessage

processMessage() - Method in class org.nd4j.parameterserver.distributed.messages.requests.InitializationRequestMessage

processMessage() - Method in class org.nd4j.parameterserver.distributed.messages.requests.IntroductionRequestMessage

processMessage() - Method in class org.nd4j.parameterserver.distributed.messages.requests.ShutdownRequestMessage

processMessage() - Method in class org.nd4j.parameterserver.distributed.messages.requests.SkipGramRequestMessage

This method does actual training for SkipGram algorithm

processMessage() - Method in class org.nd4j.parameterserver.distributed.messages.requests.VectorRequestMessage

This message is possible to get only as Shard

processMessage() - Method in interface org.nd4j.parameterserver.distributed.messages.VoidMessage

This method will be started in context of executor, either Shard, Client or Backup node

publicationForClients - Variable in class org.nd4j.parameterserver.distributed.transport.BaseTransport

publicationForShards - Variable in class org.nd4j.parameterserver.distributed.transport.BaseTransport

putMessage(VoidMessage) - Method in class org.nd4j.parameterserver.distributed.transport.BaseTransport

This method puts message into processing queue

putMessage(VoidMessage) - Method in class org.nd4j.parameterserver.distributed.transport.LocalTransport

Deprecated.

This method puts message into processing queue

putMessage(VoidMessage) - Method in interface org.nd4j.parameterserver.distributed.transport.Transport

This method puts message into processing queue

R

RandomRouter - Class in org.nd4j.parameterserver.distributed.logic.routing

Basic implementation for ClientRouter: we route each message to random Shard

RandomRouter() - Constructor for class org.nd4j.parameterserver.distributed.logic.routing.RandomRouter

receiveMessage(VoidMessage) - Method in class org.nd4j.parameterserver.distributed.transport.BaseTransport

This method saves incoming message to the Queue, for later dispatch from higher-level code, like actual TrainingFunction or VoidParameterServer itself

receiveMessage(VoidMessage) - Method in class org.nd4j.parameterserver.distributed.transport.LocalTransport

Deprecated.

This method accepts message from network

receiveMessage(VoidMessage) - Method in interface org.nd4j.parameterserver.distributed.transport.Transport

This method accepts message from network

RemoteConnection() - Constructor for class org.nd4j.parameterserver.distributed.transport.RoutedTransport.RemoteConnection

RemoteConnectionBuilder() - Constructor for class org.nd4j.parameterserver.distributed.transport.RoutedTransport.RemoteConnection.RemoteConnectionBuilder

replicate(int, int) - Method in class org.nd4j.parameterserver.distributed.training.BaseTrainer

RequestDescriptor - Class in org.nd4j.parameterserver.distributed.logic.completion

RequestDescriptor() - Constructor for class org.nd4j.parameterserver.distributed.logic.completion.RequestDescriptor

RequestMessage - Interface in org.nd4j.parameterserver.distributed.messages

requestMessage - Variable in class org.nd4j.parameterserver.distributed.training.chains.SkipGramChain

RetransmissionHandler - Interface in org.nd4j.parameterserver.distributed.logic

RetransmissionHandler.TransmissionStatus - Enum in org.nd4j.parameterserver.distributed.logic

retransmitCount - Variable in class org.nd4j.parameterserver.distributed.messages.BaseVoidMessage

retransmitCount - Variable in class org.nd4j.parameterserver.distributed.messages.Frame

rewind() - Method in class org.nd4j.parameterserver.distributed.util.NetworkOrganizer.VirtualNode

role - Variable in class org.nd4j.parameterserver.distributed.messages.BaseVoidMessage

role - Variable in class org.nd4j.parameterserver.distributed.messages.Frame

RoutedTransport - Class in org.nd4j.parameterserver.distributed.transport

Transport implementation based on UDP unicast, for restricted environments, where multicast isn't available.

RoutedTransport() - Constructor for class org.nd4j.parameterserver.distributed.transport.RoutedTransport

RoutedTransport.RemoteConnection - Class in org.nd4j.parameterserver.distributed.transport

RoutedTransport.RemoteConnection.RemoteConnectionBuilder - Class in org.nd4j.parameterserver.distributed.transport

router - Variable in class org.nd4j.parameterserver.distributed.transport.RoutedTransport

rowIdx - Variable in class org.nd4j.parameterserver.distributed.messages.requests.AssignRequestMessage

rowIndex - Variable in class org.nd4j.parameterserver.distributed.messages.intercom.DistributedVectorMessage

rowIndex - Variable in class org.nd4j.parameterserver.distributed.messages.requests.VectorRequestMessage

rowsA - Variable in class org.nd4j.parameterserver.distributed.messages.intercom.DistributedCbowDotMessage

rowsA - Variable in class org.nd4j.parameterserver.distributed.messages.intercom.DistributedSgDotMessage

rowsB - Variable in class org.nd4j.parameterserver.distributed.messages.intercom.DistributedCbowDotMessage

rowsB - Variable in class org.nd4j.parameterserver.distributed.messages.intercom.DistributedSgDotMessage

runMain(String[]) - Method in class org.nd4j.parameterserver.node.ParameterServerNode

Run this node with the given args These args are the same ones that a ParameterServerSubscriber takes

runner - Variable in class org.nd4j.parameterserver.distributed.transport.BaseTransport

runner - Variable in class org.nd4j.parameterserver.distributed.VoidParameterServer

S

scanClasspath() - Method in class org.nd4j.parameterserver.distributed.training.TrainerProvider

seed - Variable in class org.nd4j.parameterserver.distributed.messages.intercom.DistributedInitializationMessage

seed - Variable in class org.nd4j.parameterserver.distributed.messages.requests.InitializationRequestMessage

sendCommandToShard(VoidMessage) - Method in class org.nd4j.parameterserver.distributed.transport.BaseTransport

This command is possible to issue only from Client

sendCommandToShard(VoidMessage) - Method in class org.nd4j.parameterserver.distributed.transport.RoutedTransport

sendCoordinationCommand(VoidMessage) - Method in class org.nd4j.parameterserver.distributed.transport.BaseTransport

This command is possible to issue only from Shard

sendCoordinationCommand(VoidMessage) - Method in class org.nd4j.parameterserver.distributed.transport.MulticastTransport

This command is possible to issue only from Shard

sendCoordinationCommand(VoidMessage) - Method in class org.nd4j.parameterserver.distributed.transport.RoutedTransport

This method implements Shard -> Shards comms

sendFeedbackToClient(VoidMessage) - Method in class org.nd4j.parameterserver.distributed.transport.BaseTransport

This command is possible to issue only from Shard

sendFeedbackToClient(VoidMessage) - Method in class org.nd4j.parameterserver.distributed.transport.MulticastTransport

This command is possible to issue only from Shard

sendFeedbackToClient(VoidMessage) - Method in class org.nd4j.parameterserver.distributed.transport.RoutedTransport

This method implements Shard -> Client comms

sendMessage(VoidMessage) - Method in class org.nd4j.parameterserver.distributed.transport.BaseTransport

sendMessage(VoidMessage) - Method in class org.nd4j.parameterserver.distributed.transport.LocalTransport

Deprecated.

This method accepts message for delivery, routing is applied according on message type

sendMessage(VoidMessage) - Method in interface org.nd4j.parameterserver.distributed.transport.Transport

This method accepts message for delivery, routing is applied according on message type

sendMessageAndGetResponse(VoidMessage) - Method in class org.nd4j.parameterserver.distributed.transport.BaseTransport

sendMessageAndGetResponse(VoidMessage) - Method in class org.nd4j.parameterserver.distributed.transport.LocalTransport

Deprecated.

sendMessageAndGetResponse(VoidMessage) - Method in interface org.nd4j.parameterserver.distributed.transport.Transport

This method accepts message for delivery, and blocks until response delivered

sendMessageToAllClients(VoidMessage, Long...) - Method in class org.nd4j.parameterserver.distributed.transport.BaseTransport

sendMessageToAllClients(VoidMessage, Long...) - Method in class org.nd4j.parameterserver.distributed.transport.LocalTransport

Deprecated.

sendMessageToAllClients(VoidMessage, Long...) - Method in class org.nd4j.parameterserver.distributed.transport.RoutedTransport

sendMessageToAllClients(VoidMessage, Long...) - Method in interface org.nd4j.parameterserver.distributed.transport.Transport

sendMessageToAllClients(VoidMessage) - Method in class org.nd4j.parameterserver.distributed.VoidParameterServer

This method sends given message to all Clients

sendMessageToAllClients(VoidMessage, Long...) - Method in class org.nd4j.parameterserver.distributed.VoidParameterServer

This method sends given message to all Clients, excluding

sendMessageToAllShards(VoidMessage) - Method in class org.nd4j.parameterserver.distributed.transport.BaseTransport

sendMessageToAllShards(VoidMessage) - Method in class org.nd4j.parameterserver.distributed.transport.LocalTransport

Deprecated.

sendMessageToAllShards(VoidMessage) - Method in interface org.nd4j.parameterserver.distributed.transport.Transport

sendMessageToAllShards(VoidMessage) - Method in class org.nd4j.parameterserver.distributed.VoidParameterServer

This method sends given message to all Shards

SequenceProvider - Interface in org.nd4j.parameterserver.distributed.logic

setArray(Integer, INDArray) - Method in class org.nd4j.parameterserver.distributed.logic.storage.BaseStorage

setArray(Integer, INDArray) - Method in interface org.nd4j.parameterserver.distributed.logic.Storage

setBackupAddresses(List<String>) - Method in class org.nd4j.parameterserver.distributed.conf.VoidConfiguration

setBackupAddresses(String...) - Method in class org.nd4j.parameterserver.distributed.conf.VoidConfiguration

setExecutionMode(ExecutionMode) - Method in class org.nd4j.parameterserver.distributed.conf.VoidConfiguration

setFrameId(long) - Method in interface org.nd4j.parameterserver.distributed.messages.TrainingMessage

setIpAndPort(String, int) - Method in class org.nd4j.parameterserver.distributed.transport.BaseTransport

setIpAndPort(String, int) - Method in class org.nd4j.parameterserver.distributed.transport.LocalTransport

Deprecated.

setIpAndPort(String, int) - Method in interface org.nd4j.parameterserver.distributed.transport.Transport

setIpPortForShard(String, int) - Method in class org.nd4j.parameterserver.distributed.VoidParameterServer

setNetworkMask(String) - Method in class org.nd4j.parameterserver.distributed.conf.VoidConfiguration

This option is very important: in shared network environment and yarn (like on EC2 etc), please set this to the network, which will be available on all boxes.

setOriginator(VoidMessage) - Method in interface org.nd4j.parameterserver.distributed.logic.ClientRouter

setOriginator(VoidMessage) - Method in class org.nd4j.parameterserver.distributed.logic.routing.BaseRouter

setOriginatorId(long) - Method in class org.nd4j.parameterserver.distributed.messages.Frame

setOriginatorId(long) - Method in interface org.nd4j.parameterserver.distributed.messages.VoidMessage

setShardAddresses(List<String>) - Method in class org.nd4j.parameterserver.distributed.conf.VoidConfiguration

setShardAddresses(String...) - Method in class org.nd4j.parameterserver.distributed.conf.VoidConfiguration

setShardIndex(short) - Method in class org.nd4j.parameterserver.distributed.messages.aggregations.BaseAggregation

setShardIndex(short) - Method in class org.nd4j.parameterserver.distributed.VoidParameterServer

setStreamId(int) - Method in class org.nd4j.parameterserver.distributed.conf.VoidConfiguration

setTargetId(short) - Method in interface org.nd4j.parameterserver.distributed.messages.VoidMessage

setTrainingDriver(TrainingDriver<? extends TrainingMessage>) - Method in class org.nd4j.parameterserver.distributed.VoidParameterServer

shardIndex - Variable in class org.nd4j.parameterserver.distributed.messages.aggregations.BaseAggregation

shardIndex - Variable in class org.nd4j.parameterserver.distributed.messages.BaseVoidMessage

shardIndex - Variable in class org.nd4j.parameterserver.distributed.messages.Frame

shardIndex - Variable in class org.nd4j.parameterserver.distributed.transport.BaseTransport

shardIndex - Variable in class org.nd4j.parameterserver.distributed.VoidParameterServer

shardMessageHandler(DirectBuffer, int, int, Header) - Method in class org.nd4j.parameterserver.distributed.transport.BaseTransport

This message handler is responsible for receiving messages on Shard side

shards - Variable in class org.nd4j.parameterserver.distributed.transport.RoutedTransport

shutdown() - Method in class org.nd4j.parameterserver.distributed.logic.storage.BaseStorage

shutdown() - Method in interface org.nd4j.parameterserver.distributed.logic.Storage

shutdown() - Method in class org.nd4j.parameterserver.distributed.transport.BaseTransport

This method stops transport system.

shutdown() - Method in class org.nd4j.parameterserver.distributed.transport.LocalTransport

Deprecated.

This method stops transport system.

shutdown() - Method in class org.nd4j.parameterserver.distributed.transport.RoutedTransport

shutdown() - Method in interface org.nd4j.parameterserver.distributed.transport.Transport

This method stops transport system.

shutdown() - Method in class org.nd4j.parameterserver.distributed.VoidParameterServer

This method initiates shutdown sequence for this instance.

shutdownFinished - Variable in class org.nd4j.parameterserver.distributed.VoidParameterServer

shutdownLocker - Variable in class org.nd4j.parameterserver.distributed.VoidParameterServer

ShutdownRequestMessage - Class in org.nd4j.parameterserver.distributed.messages.requests

This message

ShutdownRequestMessage() - Constructor for class org.nd4j.parameterserver.distributed.messages.requests.ShutdownRequestMessage

shutdownSilent() - Method in class org.nd4j.parameterserver.distributed.transport.BaseTransport

shutdownSilent() - Method in class org.nd4j.parameterserver.distributed.transport.RoutedTransport

size() - Method in class org.nd4j.parameterserver.distributed.messages.Frame

SkipGramChain - Class in org.nd4j.parameterserver.distributed.training.chains

Chain implementation for SkipGram

SkipGramChain(long, long, long) - Constructor for class org.nd4j.parameterserver.distributed.training.chains.SkipGramChain

SkipGramChain(SkipGramRequestMessage) - Constructor for class org.nd4j.parameterserver.distributed.training.chains.SkipGramChain

SkipGramChain(long, SkipGramRequestMessage) - Constructor for class org.nd4j.parameterserver.distributed.training.chains.SkipGramChain

SkipGramRequestMessage - Class in org.nd4j.parameterserver.distributed.messages.requests

This is batch message, describing simple SkipGram round We assume this message is created on Client, and passed to selected Shard Shard which received this message becomes a driver, which handles processing

SkipGramRequestMessage() - Constructor for class org.nd4j.parameterserver.distributed.messages.requests.SkipGramRequestMessage

SkipGramRequestMessage(int, int, int[], byte[], short, double, long) - Constructor for class org.nd4j.parameterserver.distributed.messages.requests.SkipGramRequestMessage

SkipGramTrainer - Class in org.nd4j.parameterserver.distributed.training.impl

Distributed SkipGram trainer TrainingDriver idea is simple: 1) We get request from Client 2) We initiate training by issuing DotRequest 3) Each Shard does Dot accumulation 4) As soon as Dot aggregated, we calculate gradients independently 5) As soon as they are ready - we just apply them to appropriate

SkipGramTrainer() - Constructor for class org.nd4j.parameterserver.distributed.training.impl.SkipGramTrainer

stackMessage(T) - Method in class org.nd4j.parameterserver.distributed.messages.Frame

This method adds single TrainingMessage to this Frame PLEASE NOTE: This method is synchronized

stackMessages(Collection<T>) - Method in class org.nd4j.parameterserver.distributed.messages.Frame

This method adds multiple messages to this frame PLEASE NOTE: This method is synchronized

stackMessages(T...) - Method in class org.nd4j.parameterserver.distributed.messages.Frame

This method adds multiple messages to this frame PLEASE NOTE: This method is synchronized

startTraining(CbowRequestMessage) - Method in class org.nd4j.parameterserver.distributed.training.impl.CbowTrainer

startTraining(SkipGramRequestMessage) - Method in class org.nd4j.parameterserver.distributed.training.impl.SkipGramTrainer

startTraining(T) - Method in interface org.nd4j.parameterserver.distributed.training.TrainingDriver

StaticRouter - Class in org.nd4j.parameterserver.distributed.logic.routing

Static router implementation, the same Shard will be used for all messages PLEASE NOTE: Never use this router in real world! It's suitable for debugging only.

StaticRouter(int) - Constructor for class org.nd4j.parameterserver.distributed.logic.routing.StaticRouter

StaticRouter(short) - Constructor for class org.nd4j.parameterserver.distributed.logic.routing.StaticRouter

Storage - Interface in org.nd4j.parameterserver.distributed.logic

storage - Variable in class org.nd4j.parameterserver.distributed.messages.BaseVoidMessage

storage - Variable in class org.nd4j.parameterserver.distributed.messages.Frame

storage - Variable in class org.nd4j.parameterserver.distributed.training.BaseTrainer

storage - Variable in class org.nd4j.parameterserver.distributed.training.TrainerProvider

storage - Variable in class org.nd4j.parameterserver.distributed.VoidParameterServer

subscriberLaunched() - Method in class org.nd4j.parameterserver.node.ParameterServerNode

Returns true if all susbcribers in the subscriber pool have been launched

subscriptionForClients - Variable in class org.nd4j.parameterserver.distributed.transport.BaseTransport

subscriptionForShards - Variable in class org.nd4j.parameterserver.distributed.transport.BaseTransport

syn0rows - Variable in class org.nd4j.parameterserver.distributed.messages.requests.CbowRequestMessage

syn1rows - Variable in class org.nd4j.parameterserver.distributed.messages.requests.CbowRequestMessage

SYN_0 - Static variable in class org.nd4j.parameterserver.distributed.logic.storage.WordVectorStorage

SYN_1 - Static variable in class org.nd4j.parameterserver.distributed.logic.storage.WordVectorStorage

SYN_1_NEGATIVE - Static variable in class org.nd4j.parameterserver.distributed.logic.storage.WordVectorStorage

T

takeMessage() - Method in class org.nd4j.parameterserver.distributed.transport.BaseTransport

This method takes 1 message from "incoming messages" queue, blocking if queue is empty

takeMessage() - Method in class org.nd4j.parameterserver.distributed.transport.LocalTransport

Deprecated.

This method takes 1 message from "incoming messages" queue, blocking if queue is empty

takeMessage() - Method in interface org.nd4j.parameterserver.distributed.transport.Transport

This method takes 1 message from "incoming messages" queue, blocking if queue is empty

targetId - Variable in class org.nd4j.parameterserver.distributed.messages.BaseVoidMessage

targetId - Variable in class org.nd4j.parameterserver.distributed.messages.Frame

targetIndex - Variable in class org.nd4j.parameterserver.distributed.logic.routing.InterleavedRouter

targetIndex - Variable in class org.nd4j.parameterserver.distributed.logic.routing.StaticRouter

targetIndex - Variable in class org.nd4j.parameterserver.distributed.transport.BaseTransport

targetMessageClass() - Method in class org.nd4j.parameterserver.distributed.training.impl.CbowTrainer

targetMessageClass() - Method in class org.nd4j.parameterserver.distributed.training.impl.SkipGramTrainer

targetMessageClass() - Method in interface org.nd4j.parameterserver.distributed.training.TrainingDriver

taskId - Variable in class org.nd4j.parameterserver.distributed.messages.BaseVoidMessage

taskId - Variable in class org.nd4j.parameterserver.distributed.messages.Frame

taskId - Variable in class org.nd4j.parameterserver.distributed.training.chains.CbowChain

taskId - Variable in class org.nd4j.parameterserver.distributed.training.chains.SkipGramChain

threadA - Variable in class org.nd4j.parameterserver.distributed.transport.BaseTransport

threadB - Variable in class org.nd4j.parameterserver.distributed.transport.BaseTransport

threadingModel - Variable in class org.nd4j.parameterserver.distributed.transport.BaseTransport

toBinaryOctet(Integer) - Static method in class org.nd4j.parameterserver.distributed.util.NetworkOrganizer

toBinaryOctet(String) - Static method in class org.nd4j.parameterserver.distributed.util.NetworkOrganizer

toggleManualMode(boolean) - Method in class org.nd4j.parameterserver.distributed.VoidParameterServer

This method is available for debug purposes only

totalMemory - Variable in class org.nd4j.parameterserver.distributed.util.NetworkInformation

trackingCounter - Variable in class org.nd4j.parameterserver.distributed.logic.completion.Clipboard

trainer - Variable in class org.nd4j.parameterserver.distributed.messages.BaseVoidMessage

trainer - Variable in class org.nd4j.parameterserver.distributed.messages.Frame

trainer - Variable in class org.nd4j.parameterserver.distributed.VoidParameterServer

TrainerProvider - Class in org.nd4j.parameterserver.distributed.training

trainers - Variable in class org.nd4j.parameterserver.distributed.training.TrainerProvider

TrainingDriver<T extends TrainingMessage> - Interface in org.nd4j.parameterserver.distributed.training

TrainingMessage - Interface in org.nd4j.parameterserver.distributed.messages

transport - Variable in class org.nd4j.parameterserver.distributed.logic.routing.BaseRouter

transport - Variable in class org.nd4j.parameterserver.distributed.messages.BaseVoidMessage

transport - Variable in class org.nd4j.parameterserver.distributed.messages.Frame

transport - Variable in class org.nd4j.parameterserver.distributed.training.BaseTrainer

transport - Variable in class org.nd4j.parameterserver.distributed.training.TrainerProvider

Transport - Interface in org.nd4j.parameterserver.distributed.transport

Transport interface describes Client -> Shard, Shard -> Shard, Shard -> Client communication

transport - Variable in class org.nd4j.parameterserver.distributed.VoidParameterServer

Transport.ThreadingModel - Enum in org.nd4j.parameterserver.distributed.transport

TransportType - Enum in org.nd4j.parameterserver.distributed.enums

tree - Variable in class org.nd4j.parameterserver.distributed.util.NetworkOrganizer

U

unicastChannelUri - Variable in class org.nd4j.parameterserver.distributed.transport.BaseTransport

unpin(VoidAggregation) - Method in class org.nd4j.parameterserver.distributed.logic.completion.Clipboard

This method removes given VoidAggregation from clipboard, and returns it

unpin(long, long) - Method in class org.nd4j.parameterserver.distributed.logic.completion.Clipboard

This method removes given VoidAggregation from clipboard, and returns it

useHS - Variable in class org.nd4j.parameterserver.distributed.messages.intercom.DistributedCbowDotMessage

useHs - Variable in class org.nd4j.parameterserver.distributed.messages.intercom.DistributedInitializationMessage

useHS - Variable in class org.nd4j.parameterserver.distributed.messages.intercom.DistributedSgDotMessage

useHs - Variable in class org.nd4j.parameterserver.distributed.messages.requests.InitializationRequestMessage

useNeg - Variable in class org.nd4j.parameterserver.distributed.messages.intercom.DistributedInitializationMessage

useNeg - Variable in class org.nd4j.parameterserver.distributed.messages.requests.InitializationRequestMessage

V

validateNetmask() - Method in class org.nd4j.parameterserver.distributed.conf.VoidConfiguration

value - Variable in class org.nd4j.parameterserver.distributed.messages.requests.AssignRequestMessage

valueOf(String) - Static method in enum org.nd4j.parameterserver.distributed.enums.ExecutionMode

Returns the enum constant of this type with the specified name.

valueOf(String) - Static method in enum org.nd4j.parameterserver.distributed.enums.FaultToleranceStrategy

Returns the enum constant of this type with the specified name.

valueOf(String) - Static method in enum org.nd4j.parameterserver.distributed.enums.NodeRole

Returns the enum constant of this type with the specified name.

valueOf(String) - Static method in enum org.nd4j.parameterserver.distributed.enums.TransportType

Returns the enum constant of this type with the specified name.

valueOf(String) - Static method in enum org.nd4j.parameterserver.distributed.logic.RetransmissionHandler.TransmissionStatus

Returns the enum constant of this type with the specified name.

valueOf(String) - Static method in enum org.nd4j.parameterserver.distributed.transport.Transport.ThreadingModel

Returns the enum constant of this type with the specified name.

values() - Static method in enum org.nd4j.parameterserver.distributed.enums.ExecutionMode

Returns an array containing the constants of this enum type, in the order they are declared.

values() - Static method in enum org.nd4j.parameterserver.distributed.enums.FaultToleranceStrategy

Returns an array containing the constants of this enum type, in the order they are declared.

values() - Static method in enum org.nd4j.parameterserver.distributed.enums.NodeRole

Returns an array containing the constants of this enum type, in the order they are declared.

values() - Static method in enum org.nd4j.parameterserver.distributed.enums.TransportType

Returns an array containing the constants of this enum type, in the order they are declared.

values() - Static method in enum org.nd4j.parameterserver.distributed.logic.RetransmissionHandler.TransmissionStatus

Returns an array containing the constants of this enum type, in the order they are declared.

values() - Static method in enum org.nd4j.parameterserver.distributed.transport.Transport.ThreadingModel

Returns an array containing the constants of this enum type, in the order they are declared.

VectorAggregation - Class in org.nd4j.parameterserver.distributed.messages.aggregations

VectorAggregation() - Constructor for class org.nd4j.parameterserver.distributed.messages.aggregations.VectorAggregation

VectorAggregation(long, short, short, INDArray) - Constructor for class org.nd4j.parameterserver.distributed.messages.aggregations.VectorAggregation

VectorCompleteMessage - Class in org.nd4j.parameterserver.distributed.messages.complete

VectorCompleteMessage() - Constructor for class org.nd4j.parameterserver.distributed.messages.complete.VectorCompleteMessage

VectorCompleteMessage(long, INDArray) - Constructor for class org.nd4j.parameterserver.distributed.messages.complete.VectorCompleteMessage

vectorLength - Variable in class org.nd4j.parameterserver.distributed.messages.intercom.DistributedInitializationMessage

vectorLength - Variable in class org.nd4j.parameterserver.distributed.messages.requests.InitializationRequestMessage

VectorRequestMessage - Class in org.nd4j.parameterserver.distributed.messages.requests

This message requests full weights vector for specified index Client -> Shard version

VectorRequestMessage() - Constructor for class org.nd4j.parameterserver.distributed.messages.requests.VectorRequestMessage

VectorRequestMessage(int) - Constructor for class org.nd4j.parameterserver.distributed.messages.requests.VectorRequestMessage

VectorRequestMessage(Integer, int) - Constructor for class org.nd4j.parameterserver.distributed.messages.requests.VectorRequestMessage

VirtualNode(Character, NetworkOrganizer.VirtualNode) - Constructor for class org.nd4j.parameterserver.distributed.util.NetworkOrganizer.VirtualNode

VirtualTree() - Constructor for class org.nd4j.parameterserver.distributed.util.NetworkOrganizer.VirtualTree

VoidAggregation - Interface in org.nd4j.parameterserver.distributed.messages

This interface describes special case for distributed environment: aggregation of partial responses received from different shards

VoidConfiguration - Class in org.nd4j.parameterserver.distributed.conf

Basic configuration pojo for VoidParameterServer

VoidConfiguration() - Constructor for class org.nd4j.parameterserver.distributed.conf.VoidConfiguration

voidConfiguration - Variable in class org.nd4j.parameterserver.distributed.logic.routing.BaseRouter

voidConfiguration - Variable in class org.nd4j.parameterserver.distributed.messages.BaseVoidMessage

voidConfiguration - Variable in class org.nd4j.parameterserver.distributed.messages.Frame

voidConfiguration - Variable in class org.nd4j.parameterserver.distributed.training.BaseTrainer

voidConfiguration - Variable in class org.nd4j.parameterserver.distributed.training.TrainerProvider

voidConfiguration - Variable in class org.nd4j.parameterserver.distributed.transport.BaseTransport

voidConfiguration - Variable in class org.nd4j.parameterserver.distributed.VoidParameterServer

VoidMessage - Interface in org.nd4j.parameterserver.distributed.messages

VoidParameterServer - Class in org.nd4j.parameterserver.distributed

This is "special case" distributed P2P parameter server implementation, suitable for Spark Word2Vec/ParagraphVectors/DeepWalk implementations.

VoidParameterServer() - Constructor for class org.nd4j.parameterserver.distributed.VoidParameterServer

VoidParameterServer(NodeRole) - Constructor for class org.nd4j.parameterserver.distributed.VoidParameterServer

VoidParameterServer(boolean) - Constructor for class org.nd4j.parameterserver.distributed.VoidParameterServer

W

w1 - Variable in class org.nd4j.parameterserver.distributed.messages.intercom.DistributedCbowDotMessage

w1 - Variable in class org.nd4j.parameterserver.distributed.messages.intercom.DistributedSgDotMessage

w1 - Variable in class org.nd4j.parameterserver.distributed.messages.intercom.DistributedSkipGramMessage

w1 - Variable in class org.nd4j.parameterserver.distributed.messages.requests.CbowRequestMessage

w1 - Variable in class org.nd4j.parameterserver.distributed.messages.requests.SkipGramRequestMessage

w2 - Variable in class org.nd4j.parameterserver.distributed.messages.intercom.DistributedSgDotMessage

w2 - Variable in class org.nd4j.parameterserver.distributed.messages.intercom.DistributedSkipGramMessage

w2 - Variable in class org.nd4j.parameterserver.distributed.messages.requests.SkipGramRequestMessage

WordVectorStorage - Class in org.nd4j.parameterserver.distributed.logic.storage

WordVectorStorage() - Constructor for class org.nd4j.parameterserver.distributed.logic.storage.WordVectorStorage

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