org.tensorflow.framework

Class NodeDef

java.lang.Object

org.nd4j.shade.protobuf.AbstractMessageLite

org.nd4j.shade.protobuf.AbstractMessage

org.nd4j.shade.protobuf.GeneratedMessageV3

org.tensorflow.framework.NodeDef

All Implemented Interfaces:

Serializable, org.nd4j.shade.protobuf.Message, org.nd4j.shade.protobuf.MessageLite, org.nd4j.shade.protobuf.MessageLiteOrBuilder, org.nd4j.shade.protobuf.MessageOrBuilder, NodeDefOrBuilder

public final class NodeDef
extends org.nd4j.shade.protobuf.GeneratedMessageV3
implements NodeDefOrBuilder

Protobuf type tensorflow.NodeDef

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	NodeDef.Builder Protobuf type tensorflow.NodeDef

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

Field Summary

Fields

Modifier and Type	Field and Description
static int	ATTR_FIELD_NUMBER
static int	DEVICE_FIELD_NUMBER
static int	INPUT_FIELD_NUMBER
static int	NAME_FIELD_NUMBER
static int	OP_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	containsAttr(String key) Operation-specific graph-construction-time configuration.
boolean	equals(Object obj)
Map<String,AttrValue>	getAttr() Deprecated.
int	getAttrCount() Operation-specific graph-construction-time configuration.
Map<String,AttrValue>	getAttrMap() Operation-specific graph-construction-time configuration.
AttrValue	getAttrOrDefault(String key, AttrValue defaultValue) Operation-specific graph-construction-time configuration.
AttrValue	getAttrOrThrow(String key) Operation-specific graph-construction-time configuration.
static NodeDef	getDefaultInstance()
NodeDef	getDefaultInstanceForType()
static org.nd4j.shade.protobuf.Descriptors.Descriptor	getDescriptor()
String	getDevice() A (possibly partial) specification for the device on which this node should be placed.
org.nd4j.shade.protobuf.ByteString	getDeviceBytes() A (possibly partial) specification for the device on which this node should be placed.
String	getInput(int index) Each input is "node:src_output" with "node" being a string name and "src_output" indicating which output tensor to use from "node".
org.nd4j.shade.protobuf.ByteString	getInputBytes(int index) Each input is "node:src_output" with "node" being a string name and "src_output" indicating which output tensor to use from "node".
int	getInputCount() Each input is "node:src_output" with "node" being a string name and "src_output" indicating which output tensor to use from "node".
org.nd4j.shade.protobuf.ProtocolStringList	getInputList() Each input is "node:src_output" with "node" being a string name and "src_output" indicating which output tensor to use from "node".
String	getName() The name given to this operator.
org.nd4j.shade.protobuf.ByteString	getNameBytes() The name given to this operator.
String	getOp() The operation name.
org.nd4j.shade.protobuf.ByteString	getOpBytes() The operation name.
org.nd4j.shade.protobuf.Parser<NodeDef>	getParserForType()
int	getSerializedSize()
org.nd4j.shade.protobuf.UnknownFieldSet	getUnknownFields()
int	hashCode()
protected org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
protected org.nd4j.shade.protobuf.MapField	internalGetMapField(int number)
boolean	isInitialized()
static NodeDef.Builder	newBuilder()
static NodeDef.Builder	newBuilder(NodeDef prototype)
NodeDef.Builder	newBuilderForType()
protected NodeDef.Builder	newBuilderForType(org.nd4j.shade.protobuf.GeneratedMessageV3.BuilderParent parent)
static NodeDef	parseDelimitedFrom(InputStream input)
static NodeDef	parseDelimitedFrom(InputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static NodeDef	parseFrom(byte[] data)
static NodeDef	parseFrom(byte[] data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static NodeDef	parseFrom(ByteBuffer data)
static NodeDef	parseFrom(ByteBuffer data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static NodeDef	parseFrom(org.nd4j.shade.protobuf.ByteString data)
static NodeDef	parseFrom(org.nd4j.shade.protobuf.ByteString data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static NodeDef	parseFrom(org.nd4j.shade.protobuf.CodedInputStream input)
static NodeDef	parseFrom(org.nd4j.shade.protobuf.CodedInputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static NodeDef	parseFrom(InputStream input)
static NodeDef	parseFrom(InputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static org.nd4j.shade.protobuf.Parser<NodeDef>	parser()
NodeDef.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, makeExtensionsImmutable, mutableCopy, mutableCopy, mutableCopy, mutableCopy, mutableCopy, newBooleanList, newBuilderForType, newDoubleList, newFloatList, newInstance, 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, getSerializedSizeInternal, isInitializedInternal, makeImmutableInternal, mergeFromInternal, toByteArray, toByteString, writeDelimitedTo, writeTo, writeToInternal

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

NAME_FIELD_NUMBER

public static final int NAME_FIELD_NUMBER

See Also:

Constant Field Values

OP_FIELD_NUMBER

public static final int OP_FIELD_NUMBER

See Also:

Constant Field Values

INPUT_FIELD_NUMBER

public static final int INPUT_FIELD_NUMBER

See Also:

Constant Field Values

DEVICE_FIELD_NUMBER

public static final int DEVICE_FIELD_NUMBER

See Also:

Constant Field Values

ATTR_FIELD_NUMBER

public static final int ATTR_FIELD_NUMBER

See Also:

Constant Field Values

Method Detail

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()

internalGetMapField

protected org.nd4j.shade.protobuf.MapField internalGetMapField(int number)

Overrides:

internalGetMapField in class org.nd4j.shade.protobuf.GeneratedMessageV3

internalGetFieldAccessorTable

protected org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Specified by:

internalGetFieldAccessorTable in class org.nd4j.shade.protobuf.GeneratedMessageV3

getName

public String getName()

 The name given to this operator. Used for naming inputs,
 logging, visualization, etc.  Unique within a single GraphDef.
 Must match the regexp "[A-Za-z0-9.][A-Za-z0-9_./]*".
 

string name = 1;

Specified by:

getName in interface NodeDefOrBuilder

getNameBytes

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

 The name given to this operator. Used for naming inputs,
 logging, visualization, etc.  Unique within a single GraphDef.
 Must match the regexp "[A-Za-z0-9.][A-Za-z0-9_./]*".
 

string name = 1;

Specified by:

getNameBytes in interface NodeDefOrBuilder

getOp

public String getOp()

 The operation name.  There may be custom parameters in attrs.
 Op names starting with an underscore are reserved for internal use.
 

string op = 2;

Specified by:

getOp in interface NodeDefOrBuilder

getOpBytes

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

 The operation name.  There may be custom parameters in attrs.
 Op names starting with an underscore are reserved for internal use.
 

string op = 2;

Specified by:

getOpBytes in interface NodeDefOrBuilder

getInputList

public org.nd4j.shade.protobuf.ProtocolStringList getInputList()

 Each input is "node:src_output" with "node" being a string name and
 "src_output" indicating which output tensor to use from "node". If
 "src_output" is 0 the ":0" suffix can be omitted.  Regular inputs
 may optionally be followed by control inputs that have the format
 "^node".
 

repeated string input = 3;

Specified by:

getInputList in interface NodeDefOrBuilder

getInputCount

public int getInputCount()

 Each input is "node:src_output" with "node" being a string name and
 "src_output" indicating which output tensor to use from "node". If
 "src_output" is 0 the ":0" suffix can be omitted.  Regular inputs
 may optionally be followed by control inputs that have the format
 "^node".
 

repeated string input = 3;

Specified by:

getInputCount in interface NodeDefOrBuilder

getInput

public String getInput(int index)

 Each input is "node:src_output" with "node" being a string name and
 "src_output" indicating which output tensor to use from "node". If
 "src_output" is 0 the ":0" suffix can be omitted.  Regular inputs
 may optionally be followed by control inputs that have the format
 "^node".
 

repeated string input = 3;

Specified by:

getInput in interface NodeDefOrBuilder

getInputBytes

public org.nd4j.shade.protobuf.ByteString getInputBytes(int index)

 Each input is "node:src_output" with "node" being a string name and
 "src_output" indicating which output tensor to use from "node". If
 "src_output" is 0 the ":0" suffix can be omitted.  Regular inputs
 may optionally be followed by control inputs that have the format
 "^node".
 

repeated string input = 3;

Specified by:

getInputBytes in interface NodeDefOrBuilder

getDevice

public String getDevice()

 A (possibly partial) specification for the device on which this
 node should be placed.
 The expected syntax for this string is as follows:
 DEVICE_SPEC ::= PARTIAL_SPEC
 PARTIAL_SPEC ::= ("/" CONSTRAINT) *
 CONSTRAINT ::= ("job:" JOB_NAME)
              | ("replica:" [1-9][0-9]*)
              | ("task:" [1-9][0-9]*)
              | ("device:" [A-Za-z]* ":" ([1-9][0-9]* | "*") )
 Valid values for this string include:
 * "/job:worker/replica:0/task:1/device:GPU:3"  (full specification)
 * "/job:worker/device:GPU:3"                   (partial specification)
 * ""                                    (no specification)
 If the constraints do not resolve to a single device (or if this
 field is empty or not present), the runtime will attempt to
 choose a device automatically.
 

string device = 4;

Specified by:

getDevice in interface NodeDefOrBuilder

getDeviceBytes

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

 A (possibly partial) specification for the device on which this
 node should be placed.
 The expected syntax for this string is as follows:
 DEVICE_SPEC ::= PARTIAL_SPEC
 PARTIAL_SPEC ::= ("/" CONSTRAINT) *
 CONSTRAINT ::= ("job:" JOB_NAME)
              | ("replica:" [1-9][0-9]*)
              | ("task:" [1-9][0-9]*)
              | ("device:" [A-Za-z]* ":" ([1-9][0-9]* | "*") )
 Valid values for this string include:
 * "/job:worker/replica:0/task:1/device:GPU:3"  (full specification)
 * "/job:worker/device:GPU:3"                   (partial specification)
 * ""                                    (no specification)
 If the constraints do not resolve to a single device (or if this
 field is empty or not present), the runtime will attempt to
 choose a device automatically.
 

string device = 4;

Specified by:

getDeviceBytes in interface NodeDefOrBuilder

getAttrCount

public int getAttrCount()

Description copied from interface: NodeDefOrBuilder

 Operation-specific graph-construction-time configuration.
 Note that this should include all attrs defined in the
 corresponding OpDef, including those with a value matching
 the default -- this allows the default to change and makes
 NodeDefs easier to interpret on their own.  However, if
 an attr with a default is not specified in this list, the
 default will be used.
 The "names" (keys) must match the regexp "[a-z][a-z0-9_]+" (and
 one of the names from the corresponding OpDef's attr field).
 The values must have a type matching the corresponding OpDef
 attr's type field.
 TODO(josh11b): Add some examples here showing best practices.
 

map<string, .tensorflow.AttrValue> attr = 5;

Specified by:

getAttrCount in interface NodeDefOrBuilder

containsAttr

public boolean containsAttr(String key)

 Operation-specific graph-construction-time configuration.
 Note that this should include all attrs defined in the
 corresponding OpDef, including those with a value matching
 the default -- this allows the default to change and makes
 NodeDefs easier to interpret on their own.  However, if
 an attr with a default is not specified in this list, the
 default will be used.
 The "names" (keys) must match the regexp "[a-z][a-z0-9_]+" (and
 one of the names from the corresponding OpDef's attr field).
 The values must have a type matching the corresponding OpDef
 attr's type field.
 TODO(josh11b): Add some examples here showing best practices.
 

map<string, .tensorflow.AttrValue> attr = 5;

Specified by:

containsAttr in interface NodeDefOrBuilder

getAttr

@Deprecated
public Map<String,AttrValue> getAttr()

Deprecated.

Use getAttrMap() instead.

Specified by:

getAttr in interface NodeDefOrBuilder

getAttrMap

public Map<String,AttrValue> getAttrMap()

 Operation-specific graph-construction-time configuration.
 Note that this should include all attrs defined in the
 corresponding OpDef, including those with a value matching
 the default -- this allows the default to change and makes
 NodeDefs easier to interpret on their own.  However, if
 an attr with a default is not specified in this list, the
 default will be used.
 The "names" (keys) must match the regexp "[a-z][a-z0-9_]+" (and
 one of the names from the corresponding OpDef's attr field).
 The values must have a type matching the corresponding OpDef
 attr's type field.
 TODO(josh11b): Add some examples here showing best practices.
 

map<string, .tensorflow.AttrValue> attr = 5;

Specified by:

getAttrMap in interface NodeDefOrBuilder

getAttrOrDefault

public AttrValue getAttrOrDefault(String key,
                                  AttrValue defaultValue)

 Operation-specific graph-construction-time configuration.
 Note that this should include all attrs defined in the
 corresponding OpDef, including those with a value matching
 the default -- this allows the default to change and makes
 NodeDefs easier to interpret on their own.  However, if
 an attr with a default is not specified in this list, the
 default will be used.
 The "names" (keys) must match the regexp "[a-z][a-z0-9_]+" (and
 one of the names from the corresponding OpDef's attr field).
 The values must have a type matching the corresponding OpDef
 attr's type field.
 TODO(josh11b): Add some examples here showing best practices.
 

map<string, .tensorflow.AttrValue> attr = 5;

Specified by:

getAttrOrDefault in interface NodeDefOrBuilder

getAttrOrThrow

public AttrValue getAttrOrThrow(String key)

 Operation-specific graph-construction-time configuration.
 Note that this should include all attrs defined in the
 corresponding OpDef, including those with a value matching
 the default -- this allows the default to change and makes
 NodeDefs easier to interpret on their own.  However, if
 an attr with a default is not specified in this list, the
 default will be used.
 The "names" (keys) must match the regexp "[a-z][a-z0-9_]+" (and
 one of the names from the corresponding OpDef's attr field).
 The values must have a type matching the corresponding OpDef
 attr's type field.
 TODO(josh11b): Add some examples here showing best practices.
 

map<string, .tensorflow.AttrValue> attr = 5;

Specified by:

getAttrOrThrow in interface NodeDefOrBuilder

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 NodeDef parseFrom(ByteBuffer data)
                         throws org.nd4j.shade.protobuf.InvalidProtocolBufferException

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

public static NodeDef parseFrom(ByteBuffer data,
                                org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
                         throws org.nd4j.shade.protobuf.InvalidProtocolBufferException

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

public static NodeDef parseFrom(org.nd4j.shade.protobuf.ByteString data)
                         throws org.nd4j.shade.protobuf.InvalidProtocolBufferException

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

public static NodeDef 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 NodeDef parseFrom(byte[] data)
                         throws org.nd4j.shade.protobuf.InvalidProtocolBufferException

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

public static NodeDef parseFrom(byte[] data,
                                org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
                         throws org.nd4j.shade.protobuf.InvalidProtocolBufferException

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

public static NodeDef parseFrom(InputStream input)
                         throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

public static NodeDef parseDelimitedFrom(InputStream input)
                                  throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public NodeDef.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 NodeDef.Builder newBuilder()

newBuilder

public static NodeDef.Builder newBuilder(NodeDef prototype)

toBuilder

public NodeDef.Builder toBuilder()

Specified by:

toBuilder in interface org.nd4j.shade.protobuf.Message

Specified by:

toBuilder in interface org.nd4j.shade.protobuf.MessageLite

newBuilderForType

protected NodeDef.Builder newBuilderForType(org.nd4j.shade.protobuf.GeneratedMessageV3.BuilderParent parent)

Specified by:

newBuilderForType in class org.nd4j.shade.protobuf.GeneratedMessageV3

getDefaultInstance

public static NodeDef getDefaultInstance()

parser

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

getParserForType

public org.nd4j.shade.protobuf.Parser<NodeDef> 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 NodeDef getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface org.nd4j.shade.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface org.nd4j.shade.protobuf.MessageOrBuilder