org.tensorflow.framework

Class DebugTensorWatch

java.lang.Object

org.nd4j.shade.protobuf.AbstractMessageLite

org.nd4j.shade.protobuf.AbstractMessage

org.nd4j.shade.protobuf.GeneratedMessageV3

org.tensorflow.framework.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 and 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 Summary

Fields

Modifier and Type	Field and Description
static int	DEBUG_OPS_FIELD_NUMBER
static int	DEBUG_URLS_FIELD_NUMBER
static int	NODE_NAME_FIELD_NUMBER
static int	OUTPUT_SLOT_FIELD_NUMBER
static int	TOLERATE_DEBUG_OP_CREATION_FAILURES_FIELD_NUMBER

Fields inherited from class org.nd4j.shade.protobuf.GeneratedMessageV3

alwaysUseFieldBuilders, unknownFields

Fields inherited from class org.nd4j.shade.protobuf.AbstractMessage

memoizedSize

Fields inherited from class org.nd4j.shade.protobuf.AbstractMessageLite

memoizedHashCode

Method Summary

Modifier and Type	Method and Description
boolean	equals(Object obj)
String	getDebugOps(int index) Name(s) of the debugging op(s).
org.nd4j.shade.protobuf.ByteString	getDebugOpsBytes(int index) Name(s) of the debugging op(s).
int	getDebugOpsCount() Name(s) of the debugging op(s).
org.nd4j.shade.protobuf.ProtocolStringList	getDebugOpsList() Name(s) of the debugging op(s).
String	getDebugUrls(int index) URL(s) for debug targets(s).
org.nd4j.shade.protobuf.ByteString	getDebugUrlsBytes(int index) URL(s) for debug targets(s).
int	getDebugUrlsCount() URL(s) for debug targets(s).
org.nd4j.shade.protobuf.ProtocolStringList	getDebugUrlsList() URL(s) for debug targets(s).
static DebugTensorWatch	getDefaultInstance()
DebugTensorWatch	getDefaultInstanceForType()
static org.nd4j.shade.protobuf.Descriptors.Descriptor	getDescriptor()
String	getNodeName() Name of the node to watch.
org.nd4j.shade.protobuf.ByteString	getNodeNameBytes() Name of the node to watch.
int	getOutputSlot() Output slot to watch.
org.nd4j.shade.protobuf.Parser<DebugTensorWatch>	getParserForType()
int	getSerializedSize()
boolean	getTolerateDebugOpCreationFailures() Do not error out if debug op creation fails (e.g., due to dtype incompatibility).
org.nd4j.shade.protobuf.UnknownFieldSet	getUnknownFields()
int	hashCode()
protected org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static DebugTensorWatch.Builder	newBuilder()
static DebugTensorWatch.Builder	newBuilder(DebugTensorWatch prototype)
DebugTensorWatch.Builder	newBuilderForType()
protected DebugTensorWatch.Builder	newBuilderForType(org.nd4j.shade.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(org.nd4j.shade.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static DebugTensorWatch	parseDelimitedFrom(InputStream input)
static DebugTensorWatch	parseDelimitedFrom(InputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static DebugTensorWatch	parseFrom(byte[] data)
static DebugTensorWatch	parseFrom(byte[] data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static DebugTensorWatch	parseFrom(ByteBuffer data)
static DebugTensorWatch	parseFrom(ByteBuffer data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static DebugTensorWatch	parseFrom(org.nd4j.shade.protobuf.ByteString data)
static DebugTensorWatch	parseFrom(org.nd4j.shade.protobuf.ByteString data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static DebugTensorWatch	parseFrom(org.nd4j.shade.protobuf.CodedInputStream input)
static DebugTensorWatch	parseFrom(org.nd4j.shade.protobuf.CodedInputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static DebugTensorWatch	parseFrom(InputStream input)
static DebugTensorWatch	parseFrom(InputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static org.nd4j.shade.protobuf.Parser<DebugTensorWatch>	parser()
DebugTensorWatch.Builder	toBuilder()
void	writeTo(org.nd4j.shade.protobuf.CodedOutputStream output)

Methods inherited from class org.nd4j.shade.protobuf.GeneratedMessageV3

canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, hasField, hasOneof, internalGetMapField, makeExtensionsImmutable, mergeFromAndMakeImmutableInternal, mutableCopy, mutableCopy, mutableCopy, mutableCopy, mutableCopy, newBooleanList, newBuilderForType, newDoubleList, newFloatList, newIntList, newLongList, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTag

Methods inherited from class org.nd4j.shade.protobuf.AbstractMessage

findInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toString

Methods inherited from class org.nd4j.shade.protobuf.AbstractMessageLite

addAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeTo

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface org.nd4j.shade.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, hasField, hasOneof

Methods inherited from interface org.nd4j.shade.protobuf.MessageLite

toByteArray, toByteString, writeDelimitedTo, writeTo

Field Detail

NODE_NAME_FIELD_NUMBER

public static final int NODE_NAME_FIELD_NUMBER

See Also:

Constant Field Values

OUTPUT_SLOT_FIELD_NUMBER

public static final int OUTPUT_SLOT_FIELD_NUMBER

See Also:

Constant Field Values

DEBUG_OPS_FIELD_NUMBER

public static final int DEBUG_OPS_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

getNodeName

public String getNodeName()

 Name of the node to watch.
 

string node_name = 1;

Specified by:

getNodeName in interface DebugTensorWatchOrBuilder

getNodeNameBytes

public org.nd4j.shade.protobuf.ByteString getNodeNameBytes()

 Name of the node to watch.
 

string node_name = 1;

Specified by:

getNodeNameBytes in interface DebugTensorWatchOrBuilder

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

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

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

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

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

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

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

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

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

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

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(InputStream input)
                                  throws IOException

Throws:

IOException

parseFrom

public static DebugTensorWatch parseFrom(InputStream input,
                                         org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
                                  throws IOException

Throws:

IOException

parseDelimitedFrom

public static DebugTensorWatch parseDelimitedFrom(InputStream input)
                                           throws IOException

Throws:

IOException

parseDelimitedFrom

public static DebugTensorWatch parseDelimitedFrom(InputStream input,
                                                  org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
                                           throws IOException

Throws:

IOException

parseFrom

public static DebugTensorWatch parseFrom(org.nd4j.shade.protobuf.CodedInputStream input)
                                  throws IOException

Throws:

IOException

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

newBuilder

public static DebugTensorWatch.Builder newBuilder()

newBuilder

public static DebugTensorWatch.Builder newBuilder(DebugTensorWatch prototype)

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

getDefaultInstance

public static DebugTensorWatch getDefaultInstance()

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