Class GraphDef

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

org.tensorflow.proto.GraphDef

All Implemented Interfaces:

Message, MessageLite, MessageLiteOrBuilder, MessageOrBuilder, Serializable, GraphDefOrBuilder

public final class GraphDef
extends GeneratedMessageV3
implements GraphDefOrBuilder

Represents the graph of operations

Protobuf type tensorflow.GraphDef

See Also:

• Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static final class	GraphDef.Builder	Represents the graph of operations

Nested classes/interfaces inherited from class GeneratedMessageV3

GeneratedMessageV3.BuilderParent, GeneratedMessageV3.ExtendableBuilder<MessageType, BuilderType>, GeneratedMessageV3.ExtendableMessage<MessageType>, GeneratedMessageV3.ExtendableMessageOrBuilder<MessageType>, GeneratedMessageV3.FieldAccessorTable, GeneratedMessageV3.UnusedPrivateParameter

Nested classes/interfaces inherited from class AbstractMessageLite

AbstractMessageLite.InternalOneOfEnum

Field Summary

Fields

Modifier and Type	Field	Description
static final int	DEBUG_INFO_FIELD_NUMBER
static final int	LIBRARY_FIELD_NUMBER
static final int	NODE_FIELD_NUMBER
static final int	VERSION_FIELD_NUMBER
static final int	VERSIONS_FIELD_NUMBER

Fields inherited from class GeneratedMessageV3

alwaysUseFieldBuilders, unknownFields

Fields inherited from class AbstractMessage

memoizedSize

Fields inherited from class AbstractMessageLite

memoizedHashCode

Method Summary

Modifier and Type	Method	Description
boolean	equals(Object obj)
GraphDebugInfo	getDebugInfo()	Stack traces for the nodes in this graph.
GraphDebugInfoOrBuilder	getDebugInfoOrBuilder()	Stack traces for the nodes in this graph.
static GraphDef	getDefaultInstance()
GraphDef	getDefaultInstanceForType()
static final Descriptors.Descriptor	getDescriptor()
FunctionDefLibrary	getLibrary()	"library" provides user-defined functions.
FunctionDefLibraryOrBuilder	getLibraryOrBuilder()	"library" provides user-defined functions.
NodeDef	getNode(int index)	repeated .tensorflow.NodeDef node = 1;
int	getNodeCount()	repeated .tensorflow.NodeDef node = 1;
List<NodeDef>	getNodeList()	repeated .tensorflow.NodeDef node = 1;
NodeDefOrBuilder	getNodeOrBuilder(int index)	repeated .tensorflow.NodeDef node = 1;
List<? extends NodeDefOrBuilder>	getNodeOrBuilderList()	repeated .tensorflow.NodeDef node = 1;
Parser<GraphDef>	getParserForType()
int	getSerializedSize()
final UnknownFieldSet	getUnknownFields()
int	getVersion()	Deprecated. tensorflow.GraphDef.version is deprecated.
VersionDef	getVersions()	Compatibility versions of the graph.
VersionDefOrBuilder	getVersionsOrBuilder()	Compatibility versions of the graph.
boolean	hasDebugInfo()	Stack traces for the nodes in this graph.
int	hashCode()
boolean	hasLibrary()	"library" provides user-defined functions.
boolean	hasVersions()	Compatibility versions of the graph.
protected GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
final boolean	isInitialized()
static GraphDef.Builder	newBuilder()
static GraphDef.Builder	newBuilder(GraphDef prototype)
GraphDef.Builder	newBuilderForType()
protected GraphDef.Builder	newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
static GraphDef	parseDelimitedFrom(InputStream input)
static GraphDef	parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
static GraphDef	parseFrom(byte[] data)
static GraphDef	parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
static GraphDef	parseFrom(ByteString data)
static GraphDef	parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
static GraphDef	parseFrom(CodedInputStream input)
static GraphDef	parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
static GraphDef	parseFrom(InputStream input)
static GraphDef	parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
static GraphDef	parseFrom(ByteBuffer data)
static GraphDef	parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
static Parser<GraphDef>	parser()
GraphDef.Builder	toBuilder()
void	writeTo(CodedOutputStream output)

Methods inherited from class GeneratedMessageV3

canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, hasField, hasOneof, internalGetMapField, isStringEmpty, 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 AbstractMessage

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

Methods inherited from class AbstractMessageLite

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

Methods inherited from class Object

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

Methods inherited from interface MessageLite

toByteArray, toByteString, writeDelimitedTo, writeTo

Methods inherited from interface MessageOrBuilder

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

Field Details

NODE_FIELD_NUMBER

public static final int NODE_FIELD_NUMBER

See Also:

• Constant Field Values

VERSIONS_FIELD_NUMBER

public static final int VERSIONS_FIELD_NUMBER

See Also:

• Constant Field Values

VERSION_FIELD_NUMBER

public static final int VERSION_FIELD_NUMBER

See Also:

• Constant Field Values

LIBRARY_FIELD_NUMBER

public static final int LIBRARY_FIELD_NUMBER

See Also:

• Constant Field Values

DEBUG_INFO_FIELD_NUMBER

public static final int DEBUG_INFO_FIELD_NUMBER

See Also:

• Constant Field Values

Method Details

newInstance

protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

Overrides:

newInstance in class GeneratedMessageV3

getUnknownFields

public final UnknownFieldSet getUnknownFields()

Specified by:

getUnknownFields in interface MessageOrBuilder

Overrides:

getUnknownFields in class GeneratedMessageV3

getDescriptor

public static final Descriptors.Descriptor getDescriptor()

internalGetFieldAccessorTable

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Specified by:

internalGetFieldAccessorTable in class GeneratedMessageV3

getNodeList

public List<NodeDef> getNodeList()

repeated .tensorflow.NodeDef node = 1;

Specified by:

getNodeList in interface GraphDefOrBuilder

getNodeOrBuilderList

public List<? extends NodeDefOrBuilder> getNodeOrBuilderList()

repeated .tensorflow.NodeDef node = 1;

Specified by:

getNodeOrBuilderList in interface GraphDefOrBuilder

getNodeCount

public int getNodeCount()

repeated .tensorflow.NodeDef node = 1;

Specified by:

getNodeCount in interface GraphDefOrBuilder

getNode

public NodeDef getNode(int index)

repeated .tensorflow.NodeDef node = 1;

Specified by:

getNode in interface GraphDefOrBuilder

getNodeOrBuilder

public NodeDefOrBuilder getNodeOrBuilder(int index)

repeated .tensorflow.NodeDef node = 1;

Specified by:

getNodeOrBuilder in interface GraphDefOrBuilder

hasVersions

public boolean hasVersions()

Compatibility versions of the graph.  See core/public/version.h for version
history.  The GraphDef version is distinct from the TensorFlow version, and
each release of TensorFlow will support a range of GraphDef versions.

.tensorflow.VersionDef versions = 4;

Specified by:

hasVersions in interface GraphDefOrBuilder

Returns:

Whether the versions field is set.

getVersions

public VersionDef getVersions()

Compatibility versions of the graph.  See core/public/version.h for version
history.  The GraphDef version is distinct from the TensorFlow version, and
each release of TensorFlow will support a range of GraphDef versions.

.tensorflow.VersionDef versions = 4;

Specified by:

getVersions in interface GraphDefOrBuilder

Returns:

The versions.

getVersionsOrBuilder

public VersionDefOrBuilder getVersionsOrBuilder()

Compatibility versions of the graph.  See core/public/version.h for version
history.  The GraphDef version is distinct from the TensorFlow version, and
each release of TensorFlow will support a range of GraphDef versions.

.tensorflow.VersionDef versions = 4;

Specified by:

getVersionsOrBuilder in interface GraphDefOrBuilder

getVersion

@Deprecated
public int getVersion()

Deprecated.

tensorflow.GraphDef.version is deprecated. See tensorflow/core/framework/graph.proto;l=27

Deprecated single version field; use versions above instead.  Since all
GraphDef changes before "versions" was introduced were forward
compatible, this field is entirely ignored.

int32 version = 3 [deprecated = true];

Specified by:

getVersion in interface GraphDefOrBuilder

Returns:

The version.

hasLibrary

public boolean hasLibrary()

"library" provides user-defined functions.
Naming:
  * library.function.name are in a flat namespace.
    NOTE: We may need to change it to be hierarchical to support
    different orgs. E.g.,
    { "/google/nn", { ... }},
    { "/google/vision", { ... }}
    { "/org_foo/module_bar", { ... }}
    map<string, FunctionDefLib> named_lib;
  * If node[i].op is the name of one function in "library",
    node[i] is deemed as a function call. Otherwise, node[i].op
    must be a primitive operation supported by the runtime.
Function call semantics:
  * The callee may start execution as soon as some of its inputs
    are ready. The caller may want to use Tuple() mechanism to
    ensure all inputs are ready in the same time.
  * The consumer of return values may start executing as soon as
    the return values the consumer depends on are ready.  The
    consumer may want to use Tuple() mechanism to ensure the
    consumer does not start until all return values of the callee
    function are ready.

.tensorflow.FunctionDefLibrary library = 2;

Specified by:

hasLibrary in interface GraphDefOrBuilder

Returns:

Whether the library field is set.

getLibrary

public FunctionDefLibrary getLibrary()

"library" provides user-defined functions.
Naming:
  * library.function.name are in a flat namespace.
    NOTE: We may need to change it to be hierarchical to support
    different orgs. E.g.,
    { "/google/nn", { ... }},
    { "/google/vision", { ... }}
    { "/org_foo/module_bar", { ... }}
    map<string, FunctionDefLib> named_lib;
  * If node[i].op is the name of one function in "library",
    node[i] is deemed as a function call. Otherwise, node[i].op
    must be a primitive operation supported by the runtime.
Function call semantics:
  * The callee may start execution as soon as some of its inputs
    are ready. The caller may want to use Tuple() mechanism to
    ensure all inputs are ready in the same time.
  * The consumer of return values may start executing as soon as
    the return values the consumer depends on are ready.  The
    consumer may want to use Tuple() mechanism to ensure the
    consumer does not start until all return values of the callee
    function are ready.

.tensorflow.FunctionDefLibrary library = 2;

Specified by:

getLibrary in interface GraphDefOrBuilder

Returns:

The library.

getLibraryOrBuilder

public FunctionDefLibraryOrBuilder getLibraryOrBuilder()

"library" provides user-defined functions.
Naming:
  * library.function.name are in a flat namespace.
    NOTE: We may need to change it to be hierarchical to support
    different orgs. E.g.,
    { "/google/nn", { ... }},
    { "/google/vision", { ... }}
    { "/org_foo/module_bar", { ... }}
    map<string, FunctionDefLib> named_lib;
  * If node[i].op is the name of one function in "library",
    node[i] is deemed as a function call. Otherwise, node[i].op
    must be a primitive operation supported by the runtime.
Function call semantics:
  * The callee may start execution as soon as some of its inputs
    are ready. The caller may want to use Tuple() mechanism to
    ensure all inputs are ready in the same time.
  * The consumer of return values may start executing as soon as
    the return values the consumer depends on are ready.  The
    consumer may want to use Tuple() mechanism to ensure the
    consumer does not start until all return values of the callee
    function are ready.

.tensorflow.FunctionDefLibrary library = 2;

Specified by:

getLibraryOrBuilder in interface GraphDefOrBuilder

hasDebugInfo

public boolean hasDebugInfo()

Stack traces for the nodes in this graph.

.tensorflow.GraphDebugInfo debug_info = 5;

Specified by:

hasDebugInfo in interface GraphDefOrBuilder

Returns:

Whether the debugInfo field is set.

getDebugInfo

public GraphDebugInfo getDebugInfo()

Stack traces for the nodes in this graph.

.tensorflow.GraphDebugInfo debug_info = 5;

Specified by:

getDebugInfo in interface GraphDefOrBuilder

Returns:

The debugInfo.

getDebugInfoOrBuilder

public GraphDebugInfoOrBuilder getDebugInfoOrBuilder()

Stack traces for the nodes in this graph.

.tensorflow.GraphDebugInfo debug_info = 5;

Specified by:

getDebugInfoOrBuilder in interface GraphDefOrBuilder

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface MessageLiteOrBuilder

Overrides:

isInitialized in class GeneratedMessageV3

writeTo

public void writeTo(CodedOutputStream output)
             throws IOException

Specified by:

writeTo in interface MessageLite

Overrides:

writeTo in class GeneratedMessageV3

Throws:

IOException

getSerializedSize

public int getSerializedSize()

Specified by:

getSerializedSize in interface MessageLite

Overrides:

getSerializedSize in class GeneratedMessageV3

equals

public boolean equals(Object obj)

Specified by:

equals in interface Message

Overrides:

equals in class AbstractMessage

hashCode

public int hashCode()

Specified by:

hashCode in interface Message

Overrides:

hashCode in class AbstractMessage

parseFrom

public static GraphDef parseFrom(ByteBuffer data)
                          throws InvalidProtocolBufferException

Throws:

InvalidProtocolBufferException

parseFrom

public static GraphDef parseFrom(ByteBuffer data,
 ExtensionRegistryLite extensionRegistry)
                          throws InvalidProtocolBufferException

Throws:

InvalidProtocolBufferException

parseFrom

public static GraphDef parseFrom(ByteString data)
                          throws InvalidProtocolBufferException

Throws:

InvalidProtocolBufferException

parseFrom

public static GraphDef parseFrom(ByteString data,
 ExtensionRegistryLite extensionRegistry)
                          throws InvalidProtocolBufferException

Throws:

InvalidProtocolBufferException

parseFrom

public static GraphDef parseFrom(byte[] data)
                          throws InvalidProtocolBufferException

Throws:

InvalidProtocolBufferException

parseFrom

public static GraphDef parseFrom(byte[] data,
 ExtensionRegistryLite extensionRegistry)
                          throws InvalidProtocolBufferException

Throws:

InvalidProtocolBufferException

parseFrom

public static GraphDef parseFrom(InputStream input)
                          throws IOException

Throws:

IOException

parseFrom

public static GraphDef parseFrom(InputStream input,
 ExtensionRegistryLite extensionRegistry)
                          throws IOException

Throws:

IOException

parseDelimitedFrom

public static GraphDef parseDelimitedFrom(InputStream input)
                                   throws IOException

Throws:

IOException

parseDelimitedFrom

public static GraphDef parseDelimitedFrom(InputStream input,
 ExtensionRegistryLite extensionRegistry)
                                   throws IOException

Throws:

IOException

parseFrom

public static GraphDef parseFrom(CodedInputStream input)
                          throws IOException

Throws:

IOException

parseFrom

public static GraphDef parseFrom(CodedInputStream input,
 ExtensionRegistryLite extensionRegistry)
                          throws IOException

Throws:

IOException

newBuilderForType

public GraphDef.Builder newBuilderForType()

Specified by:

newBuilderForType in interface Message

Specified by:

newBuilderForType in interface MessageLite

newBuilder

public static GraphDef.Builder newBuilder()

newBuilder

public static GraphDef.Builder newBuilder(GraphDef prototype)

toBuilder

public GraphDef.Builder toBuilder()

Specified by:

toBuilder in interface Message

Specified by:

toBuilder in interface MessageLite

newBuilderForType

protected GraphDef.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)

Specified by:

newBuilderForType in class GeneratedMessageV3

getDefaultInstance

public static GraphDef getDefaultInstance()

parser

public static Parser<GraphDef> parser()

getParserForType

public Parser<GraphDef> getParserForType()

Specified by:

getParserForType in interface Message

Specified by:

getParserForType in interface MessageLite

Overrides:

getParserForType in class GeneratedMessageV3

getDefaultInstanceForType

public GraphDef getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface MessageOrBuilder