Package org.tensorflow.framework

Class DebugTensorWatch

  • All Implemented Interfaces:
    Serializable, org.nd4j.shade.protobuf.Message, org.nd4j.shade.protobuf.MessageLite, org.nd4j.shade.protobuf.MessageLiteOrBuilder, org.nd4j.shade.protobuf.MessageOrBuilder, DebugTensorWatchOrBuilder
    public final class DebugTensorWatch
extends org.nd4j.shade.protobuf.GeneratedMessageV3
implements DebugTensorWatchOrBuilder
     EXPERIMENTAL. Option for watching a node.
    Protobuf type tensorflow.DebugTensorWatch
    See Also:
    Serialized Form

    • Nested Class Summary

      Nested Classes 
      Modifier and Type Class Description
      static class  DebugTensorWatch.Builder
      EXPERIMENTAL.

      • Nested classes/interfaces inherited from class org.nd4j.shade.protobuf.GeneratedMessageV3

        org.nd4j.shade.protobuf.GeneratedMessageV3.BuilderParent, org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType extends org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessage,​BuilderType extends org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType,​BuilderType>>, org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessage<MessageType extends org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessage>, org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageType extends org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessage>, org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable, org.nd4j.shade.protobuf.GeneratedMessageV3.UnusedPrivateParameter

      • Nested classes/interfaces inherited from class org.nd4j.shade.protobuf.AbstractMessageLite

        org.nd4j.shade.protobuf.AbstractMessageLite.InternalOneOfEnum

    • Field Detail

      • OUTPUT_SLOT_FIELD_NUMBER

        public static final int OUTPUT_SLOT_FIELD_NUMBER
        See Also:
        Constant Field Values

      • DEBUG_URLS_FIELD_NUMBER

        public static final int DEBUG_URLS_FIELD_NUMBER
        See Also:
        Constant Field Values

      • TOLERATE_DEBUG_OP_CREATION_FAILURES_FIELD_NUMBER

        public static final int TOLERATE_DEBUG_OP_CREATION_FAILURES_FIELD_NUMBER
        See Also:
        Constant Field Values

    • Method Detail

      • newInstance

        protected Object newInstance​(org.nd4j.shade.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
        Overrides:
        newInstance in class org.nd4j.shade.protobuf.GeneratedMessageV3

      • getUnknownFields

        public final org.nd4j.shade.protobuf.UnknownFieldSet getUnknownFields()
        Specified by:
        getUnknownFields in interface org.nd4j.shade.protobuf.MessageOrBuilder
        Overrides:
        getUnknownFields in class org.nd4j.shade.protobuf.GeneratedMessageV3

      • getDescriptor

        public static final org.nd4j.shade.protobuf.Descriptors.Descriptor getDescriptor()

      • internalGetFieldAccessorTable

        protected org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
        Specified by:
        internalGetFieldAccessorTable in class org.nd4j.shade.protobuf.GeneratedMessageV3

      • getNodeNameBytes

        public org.nd4j.shade.protobuf.ByteString getNodeNameBytes()
         Name of the node to watch.
        string node_name = 1;
        Specified by:
        getNodeNameBytes in interface DebugTensorWatchOrBuilder
        Returns:
        The bytes for nodeName.

      • getOutputSlot

        public int getOutputSlot()
         Output slot to watch.
 The semantics of output_slot == -1 is that the node is only watched for
 completion, but not for any output tensors. See NodeCompletionCallback
 in debug_gateway.h.
 TODO(cais): Implement this semantics.
        int32 output_slot = 2;
        Specified by:
        getOutputSlot in interface DebugTensorWatchOrBuilder
        Returns:
        The outputSlot.

      • getDebugOpsList

        public org.nd4j.shade.protobuf.ProtocolStringList getDebugOpsList()
         Name(s) of the debugging op(s).
 One or more than one probes on a tensor.
 e.g., {"DebugIdentity", "DebugNanCount"}
        repeated string debug_ops = 3;
        Specified by:
        getDebugOpsList in interface DebugTensorWatchOrBuilder
        Returns:
        A list containing the debugOps.

      • getDebugOpsCount

        public int getDebugOpsCount()
         Name(s) of the debugging op(s).
 One or more than one probes on a tensor.
 e.g., {"DebugIdentity", "DebugNanCount"}
        repeated string debug_ops = 3;
        Specified by:
        getDebugOpsCount in interface DebugTensorWatchOrBuilder
        Returns:
        The count of debugOps.

      • getDebugOps

        public String getDebugOps​(int index)
         Name(s) of the debugging op(s).
 One or more than one probes on a tensor.
 e.g., {"DebugIdentity", "DebugNanCount"}
        repeated string debug_ops = 3;
        Specified by:
        getDebugOps in interface DebugTensorWatchOrBuilder
        Parameters:
        index - The index of the element to return.
        Returns:
        The debugOps at the given index.

      • getDebugOpsBytes

        public org.nd4j.shade.protobuf.ByteString getDebugOpsBytes​(int index)
         Name(s) of the debugging op(s).
 One or more than one probes on a tensor.
 e.g., {"DebugIdentity", "DebugNanCount"}
        repeated string debug_ops = 3;
        Specified by:
        getDebugOpsBytes in interface DebugTensorWatchOrBuilder
        Parameters:
        index - The index of the value to return.
        Returns:
        The bytes of the debugOps at the given index.

      • getDebugUrlsList

        public org.nd4j.shade.protobuf.ProtocolStringList getDebugUrlsList()
         URL(s) for debug targets(s).
 Supported URL formats are:
   - file:///foo/tfdbg_dump: Writes out Event content to file
     /foo/tfdbg_dump.  Assumes all directories can be created if they don't
     already exist.
   - grpc://localhost:11011: Sends an RPC request to an EventListener
     service running at localhost:11011 with the event.
   - memcbk:///event_key: Routes tensors to clients using the
     callback registered with the DebugCallbackRegistry for event_key.
 Each debug op listed in debug_ops will publish its output tensor (debug
 signal) to all URLs in debug_urls.
 N.B. Session::Run() supports concurrent invocations of the same inputs
 (feed keys), outputs and target nodes. If such concurrent invocations
 are to be debugged, the callers of Session::Run() must use distinct
 debug_urls to make sure that the streamed or dumped events do not overlap
 among the invocations.
 TODO(cais): More visible documentation of this in g3docs.
        repeated string debug_urls = 4;
        Specified by:
        getDebugUrlsList in interface DebugTensorWatchOrBuilder
        Returns:
        A list containing the debugUrls.

      • getDebugUrlsCount

        public int getDebugUrlsCount()
         URL(s) for debug targets(s).
 Supported URL formats are:
   - file:///foo/tfdbg_dump: Writes out Event content to file
     /foo/tfdbg_dump.  Assumes all directories can be created if they don't
     already exist.
   - grpc://localhost:11011: Sends an RPC request to an EventListener
     service running at localhost:11011 with the event.
   - memcbk:///event_key: Routes tensors to clients using the
     callback registered with the DebugCallbackRegistry for event_key.
 Each debug op listed in debug_ops will publish its output tensor (debug
 signal) to all URLs in debug_urls.
 N.B. Session::Run() supports concurrent invocations of the same inputs
 (feed keys), outputs and target nodes. If such concurrent invocations
 are to be debugged, the callers of Session::Run() must use distinct
 debug_urls to make sure that the streamed or dumped events do not overlap
 among the invocations.
 TODO(cais): More visible documentation of this in g3docs.
        repeated string debug_urls = 4;
        Specified by:
        getDebugUrlsCount in interface DebugTensorWatchOrBuilder
        Returns:
        The count of debugUrls.

      • getDebugUrls

        public String getDebugUrls​(int index)
         URL(s) for debug targets(s).
 Supported URL formats are:
   - file:///foo/tfdbg_dump: Writes out Event content to file
     /foo/tfdbg_dump.  Assumes all directories can be created if they don't
     already exist.
   - grpc://localhost:11011: Sends an RPC request to an EventListener
     service running at localhost:11011 with the event.
   - memcbk:///event_key: Routes tensors to clients using the
     callback registered with the DebugCallbackRegistry for event_key.
 Each debug op listed in debug_ops will publish its output tensor (debug
 signal) to all URLs in debug_urls.
 N.B. Session::Run() supports concurrent invocations of the same inputs
 (feed keys), outputs and target nodes. If such concurrent invocations
 are to be debugged, the callers of Session::Run() must use distinct
 debug_urls to make sure that the streamed or dumped events do not overlap
 among the invocations.
 TODO(cais): More visible documentation of this in g3docs.
        repeated string debug_urls = 4;
        Specified by:
        getDebugUrls in interface DebugTensorWatchOrBuilder
        Parameters:
        index - The index of the element to return.
        Returns:
        The debugUrls at the given index.

      • getDebugUrlsBytes

        public org.nd4j.shade.protobuf.ByteString getDebugUrlsBytes​(int index)
         URL(s) for debug targets(s).
 Supported URL formats are:
   - file:///foo/tfdbg_dump: Writes out Event content to file
     /foo/tfdbg_dump.  Assumes all directories can be created if they don't
     already exist.
   - grpc://localhost:11011: Sends an RPC request to an EventListener
     service running at localhost:11011 with the event.
   - memcbk:///event_key: Routes tensors to clients using the
     callback registered with the DebugCallbackRegistry for event_key.
 Each debug op listed in debug_ops will publish its output tensor (debug
 signal) to all URLs in debug_urls.
 N.B. Session::Run() supports concurrent invocations of the same inputs
 (feed keys), outputs and target nodes. If such concurrent invocations
 are to be debugged, the callers of Session::Run() must use distinct
 debug_urls to make sure that the streamed or dumped events do not overlap
 among the invocations.
 TODO(cais): More visible documentation of this in g3docs.
        repeated string debug_urls = 4;
        Specified by:
        getDebugUrlsBytes in interface DebugTensorWatchOrBuilder
        Parameters:
        index - The index of the value to return.
        Returns:
        The bytes of the debugUrls at the given index.

      • getTolerateDebugOpCreationFailures

        public boolean getTolerateDebugOpCreationFailures()
         Do not error out if debug op creation fails (e.g., due to dtype
 incompatibility). Instead, just log the failure.
        bool tolerate_debug_op_creation_failures = 5;
        Specified by:
        getTolerateDebugOpCreationFailures in interface DebugTensorWatchOrBuilder
        Returns:
        The tolerateDebugOpCreationFailures.

      • isInitialized

        public final boolean isInitialized()
        Specified by:
        isInitialized in interface org.nd4j.shade.protobuf.MessageLiteOrBuilder
        Overrides:
        isInitialized in class org.nd4j.shade.protobuf.GeneratedMessageV3

      • writeTo

        public void writeTo​(org.nd4j.shade.protobuf.CodedOutputStream output)
             throws IOException
        Specified by:
        writeTo in interface org.nd4j.shade.protobuf.MessageLite
        Overrides:
        writeTo in class org.nd4j.shade.protobuf.GeneratedMessageV3
        Throws:
        IOException

      • getSerializedSize

        public int getSerializedSize()
        Specified by:
        getSerializedSize in interface org.nd4j.shade.protobuf.MessageLite
        Overrides:
        getSerializedSize in class org.nd4j.shade.protobuf.GeneratedMessageV3

      • equals

        public boolean equals​(Object obj)
        Specified by:
        equals in interface org.nd4j.shade.protobuf.Message
        Overrides:
        equals in class org.nd4j.shade.protobuf.AbstractMessage

      • hashCode

        public int hashCode()
        Specified by:
        hashCode in interface org.nd4j.shade.protobuf.Message
        Overrides:
        hashCode in class org.nd4j.shade.protobuf.AbstractMessage

      • parseFrom

        public static DebugTensorWatch parseFrom​(ByteBuffer data)
                                  throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
        Throws:
        org.nd4j.shade.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static DebugTensorWatch parseFrom​(ByteBuffer data,
                                         org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
                                  throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
        Throws:
        org.nd4j.shade.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static DebugTensorWatch parseFrom​(org.nd4j.shade.protobuf.ByteString data)
                                  throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
        Throws:
        org.nd4j.shade.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static DebugTensorWatch parseFrom​(org.nd4j.shade.protobuf.ByteString data,
                                         org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
                                  throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
        Throws:
        org.nd4j.shade.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static DebugTensorWatch parseFrom​(byte[] data)
                                  throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
        Throws:
        org.nd4j.shade.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static DebugTensorWatch parseFrom​(byte[] data,
                                         org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
                                  throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
        Throws:
        org.nd4j.shade.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static DebugTensorWatch parseFrom​(org.nd4j.shade.protobuf.CodedInputStream input,
                                         org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
                                  throws IOException
        Throws:
        IOException

      • newBuilderForType

        public DebugTensorWatch.Builder newBuilderForType()
        Specified by:
        newBuilderForType in interface org.nd4j.shade.protobuf.Message
        Specified by:
        newBuilderForType in interface org.nd4j.shade.protobuf.MessageLite

      • toBuilder

        public DebugTensorWatch.Builder toBuilder()
        Specified by:
        toBuilder in interface org.nd4j.shade.protobuf.Message
        Specified by:
        toBuilder in interface org.nd4j.shade.protobuf.MessageLite

      • newBuilderForType

        protected DebugTensorWatch.Builder newBuilderForType​(org.nd4j.shade.protobuf.GeneratedMessageV3.BuilderParent parent)
        Specified by:
        newBuilderForType in class org.nd4j.shade.protobuf.GeneratedMessageV3

      • parser

        public static org.nd4j.shade.protobuf.Parser<DebugTensorWatch> parser()

      • getParserForType

        public org.nd4j.shade.protobuf.Parser<DebugTensorWatch> getParserForType()
        Specified by:
        getParserForType in interface org.nd4j.shade.protobuf.Message
        Specified by:
        getParserForType in interface org.nd4j.shade.protobuf.MessageLite
        Overrides:
        getParserForType in class org.nd4j.shade.protobuf.GeneratedMessageV3

      • getDefaultInstanceForType

        public DebugTensorWatch getDefaultInstanceForType()
        Specified by:
        getDefaultInstanceForType in interface org.nd4j.shade.protobuf.MessageLiteOrBuilder
        Specified by:
        getDefaultInstanceForType in interface org.nd4j.shade.protobuf.MessageOrBuilder