org.tensorflow.framework

Class FunctionDef

java.lang.Object

org.nd4j.shade.protobuf.AbstractMessageLite

org.nd4j.shade.protobuf.AbstractMessage

org.nd4j.shade.protobuf.GeneratedMessageV3

org.tensorflow.framework.FunctionDef

All Implemented Interfaces:

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

public final class FunctionDef
extends org.nd4j.shade.protobuf.GeneratedMessageV3
implements FunctionDefOrBuilder

 A function can be instantiated when the runtime can bind every attr
 with a value. When a GraphDef has a call to a function, it must
 have binding for every attr defined in the signature.
 TODO(zhifengc):
   * device spec, etc.
 

Protobuf type tensorflow.FunctionDef

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	FunctionDef.Builder A function can be instantiated when the runtime can bind every attr with a value.

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	ATTR_FIELD_NUMBER
static int	NODE_DEF_FIELD_NUMBER
static int	RET_FIELD_NUMBER
static int	SIGNATURE_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) Attributes specific to this function definition.
boolean	containsRet(String key) A mapping from the output arg names from `signature` to the outputs from `node_def` that should be returned by the function.
boolean	equals(Object obj)
Map<String,AttrValue>	getAttr() Deprecated.
int	getAttrCount() Attributes specific to this function definition.
Map<String,AttrValue>	getAttrMap() Attributes specific to this function definition.
AttrValue	getAttrOrDefault(String key, AttrValue defaultValue) Attributes specific to this function definition.
AttrValue	getAttrOrThrow(String key) Attributes specific to this function definition.
static FunctionDef	getDefaultInstance()
FunctionDef	getDefaultInstanceForType()
static org.nd4j.shade.protobuf.Descriptors.Descriptor	getDescriptor()
NodeDef	getNodeDef(int index) By convention, "op" in node_def is resolved by consulting with a user-defined library first.
int	getNodeDefCount() By convention, "op" in node_def is resolved by consulting with a user-defined library first.
List<NodeDef>	getNodeDefList() By convention, "op" in node_def is resolved by consulting with a user-defined library first.
NodeDefOrBuilder	getNodeDefOrBuilder(int index) By convention, "op" in node_def is resolved by consulting with a user-defined library first.
List<? extends NodeDefOrBuilder>	getNodeDefOrBuilderList() By convention, "op" in node_def is resolved by consulting with a user-defined library first.
org.nd4j.shade.protobuf.Parser<FunctionDef>	getParserForType()
Map<String,String>	getRet() Deprecated.
int	getRetCount() A mapping from the output arg names from `signature` to the outputs from `node_def` that should be returned by the function.
Map<String,String>	getRetMap() A mapping from the output arg names from `signature` to the outputs from `node_def` that should be returned by the function.
String	getRetOrDefault(String key, String defaultValue) A mapping from the output arg names from `signature` to the outputs from `node_def` that should be returned by the function.
String	getRetOrThrow(String key) A mapping from the output arg names from `signature` to the outputs from `node_def` that should be returned by the function.
int	getSerializedSize()
OpDef	getSignature() The definition of the function's name, arguments, return values, attrs etc.
OpDefOrBuilder	getSignatureOrBuilder() The definition of the function's name, arguments, return values, attrs etc.
org.nd4j.shade.protobuf.UnknownFieldSet	getUnknownFields()
int	hashCode()
boolean	hasSignature() The definition of the function's name, arguments, return values, attrs etc.
protected org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
protected org.nd4j.shade.protobuf.MapField	internalGetMapField(int number)
boolean	isInitialized()
static FunctionDef.Builder	newBuilder()
static FunctionDef.Builder	newBuilder(FunctionDef prototype)
FunctionDef.Builder	newBuilderForType()
protected FunctionDef.Builder	newBuilderForType(org.nd4j.shade.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(org.nd4j.shade.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static FunctionDef	parseDelimitedFrom(InputStream input)
static FunctionDef	parseDelimitedFrom(InputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static FunctionDef	parseFrom(byte[] data)
static FunctionDef	parseFrom(byte[] data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static FunctionDef	parseFrom(ByteBuffer data)
static FunctionDef	parseFrom(ByteBuffer data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static FunctionDef	parseFrom(org.nd4j.shade.protobuf.ByteString data)
static FunctionDef	parseFrom(org.nd4j.shade.protobuf.ByteString data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static FunctionDef	parseFrom(org.nd4j.shade.protobuf.CodedInputStream input)
static FunctionDef	parseFrom(org.nd4j.shade.protobuf.CodedInputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static FunctionDef	parseFrom(InputStream input)
static FunctionDef	parseFrom(InputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static org.nd4j.shade.protobuf.Parser<FunctionDef>	parser()
FunctionDef.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, 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

SIGNATURE_FIELD_NUMBER

public static final int SIGNATURE_FIELD_NUMBER

See Also:

Constant Field Values

ATTR_FIELD_NUMBER

public static final int ATTR_FIELD_NUMBER

See Also:

Constant Field Values

NODE_DEF_FIELD_NUMBER

public static final int NODE_DEF_FIELD_NUMBER

See Also:

Constant Field Values

RET_FIELD_NUMBER

public static final int RET_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()

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

hasSignature

public boolean hasSignature()

 The definition of the function's name, arguments, return values,
 attrs etc.
 

.tensorflow.OpDef signature = 1;

Specified by:

hasSignature in interface FunctionDefOrBuilder

Returns:

Whether the signature field is set.

getSignature

public OpDef getSignature()

 The definition of the function's name, arguments, return values,
 attrs etc.
 

.tensorflow.OpDef signature = 1;

Specified by:

getSignature in interface FunctionDefOrBuilder

Returns:

The signature.

getSignatureOrBuilder

public OpDefOrBuilder getSignatureOrBuilder()

 The definition of the function's name, arguments, return values,
 attrs etc.
 

.tensorflow.OpDef signature = 1;

Specified by:

getSignatureOrBuilder in interface FunctionDefOrBuilder

getAttrCount

public int getAttrCount()

Description copied from interface: FunctionDefOrBuilder

 Attributes specific to this function definition.
 

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

Specified by:

getAttrCount in interface FunctionDefOrBuilder

containsAttr

public boolean containsAttr(String key)

 Attributes specific to this function definition.
 

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

Specified by:

containsAttr in interface FunctionDefOrBuilder

getAttr

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

Deprecated.

Use getAttrMap() instead.

Specified by:

getAttr in interface FunctionDefOrBuilder

getAttrMap

public Map<String,AttrValue> getAttrMap()

 Attributes specific to this function definition.
 

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

Specified by:

getAttrMap in interface FunctionDefOrBuilder

getAttrOrDefault

public AttrValue getAttrOrDefault(String key,
                                  AttrValue defaultValue)

 Attributes specific to this function definition.
 

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

Specified by:

getAttrOrDefault in interface FunctionDefOrBuilder

getAttrOrThrow

public AttrValue getAttrOrThrow(String key)

 Attributes specific to this function definition.
 

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

Specified by:

getAttrOrThrow in interface FunctionDefOrBuilder

getNodeDefList

public List<NodeDef> getNodeDefList()

 By convention, "op" in node_def is resolved by consulting with a
 user-defined library first. If not resolved, "func" is assumed to
 be a builtin op.
 

repeated .tensorflow.NodeDef node_def = 3;

Specified by:

getNodeDefList in interface FunctionDefOrBuilder

getNodeDefOrBuilderList

public List<? extends NodeDefOrBuilder> getNodeDefOrBuilderList()

 By convention, "op" in node_def is resolved by consulting with a
 user-defined library first. If not resolved, "func" is assumed to
 be a builtin op.
 

repeated .tensorflow.NodeDef node_def = 3;

Specified by:

getNodeDefOrBuilderList in interface FunctionDefOrBuilder

getNodeDefCount

public int getNodeDefCount()

 By convention, "op" in node_def is resolved by consulting with a
 user-defined library first. If not resolved, "func" is assumed to
 be a builtin op.
 

repeated .tensorflow.NodeDef node_def = 3;

Specified by:

getNodeDefCount in interface FunctionDefOrBuilder

getNodeDef

public NodeDef getNodeDef(int index)

 By convention, "op" in node_def is resolved by consulting with a
 user-defined library first. If not resolved, "func" is assumed to
 be a builtin op.
 

repeated .tensorflow.NodeDef node_def = 3;

Specified by:

getNodeDef in interface FunctionDefOrBuilder

getNodeDefOrBuilder

public NodeDefOrBuilder getNodeDefOrBuilder(int index)

 By convention, "op" in node_def is resolved by consulting with a
 user-defined library first. If not resolved, "func" is assumed to
 be a builtin op.
 

repeated .tensorflow.NodeDef node_def = 3;

Specified by:

getNodeDefOrBuilder in interface FunctionDefOrBuilder

getRetCount

public int getRetCount()

Description copied from interface: FunctionDefOrBuilder

 A mapping from the output arg names from `signature` to the
 outputs from `node_def` that should be returned by the function.
 

map<string, string> ret = 4;

Specified by:

getRetCount in interface FunctionDefOrBuilder

containsRet

public boolean containsRet(String key)

 A mapping from the output arg names from `signature` to the
 outputs from `node_def` that should be returned by the function.
 

map<string, string> ret = 4;

Specified by:

containsRet in interface FunctionDefOrBuilder

getRet

@Deprecated
public Map<String,String> getRet()

Deprecated.

Use getRetMap() instead.

Specified by:

getRet in interface FunctionDefOrBuilder

getRetMap

public Map<String,String> getRetMap()

 A mapping from the output arg names from `signature` to the
 outputs from `node_def` that should be returned by the function.
 

map<string, string> ret = 4;

Specified by:

getRetMap in interface FunctionDefOrBuilder

getRetOrDefault

public String getRetOrDefault(String key,
                              String defaultValue)

 A mapping from the output arg names from `signature` to the
 outputs from `node_def` that should be returned by the function.
 

map<string, string> ret = 4;

Specified by:

getRetOrDefault in interface FunctionDefOrBuilder

getRetOrThrow

public String getRetOrThrow(String key)

 A mapping from the output arg names from `signature` to the
 outputs from `node_def` that should be returned by the function.
 

map<string, string> ret = 4;

Specified by:

getRetOrThrow in interface FunctionDefOrBuilder

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

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

public static FunctionDef parseFrom(InputStream input)
                             throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

public static FunctionDef parseDelimitedFrom(InputStream input)
                                      throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public FunctionDef.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 FunctionDef.Builder newBuilder()

newBuilder

public static FunctionDef.Builder newBuilder(FunctionDef prototype)

toBuilder

public FunctionDef.Builder toBuilder()

Specified by:

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

Specified by:

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

newBuilderForType

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

Specified by:

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

getDefaultInstance

public static FunctionDef getDefaultInstance()

parser

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

getParserForType

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

Specified by:

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

Specified by:

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