org.tensorflow.framework

Class GraphDef

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

org.tensorflow.framework.GraphDef

All Implemented Interfaces:

com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable, GraphDefOrBuilder

public final class GraphDef
extends com.google.protobuf.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 and Description
static class	GraphDef.Builder Represents the graph of operations

Nested classes/interfaces inherited from class com.google.protobuf.GeneratedMessageV3

com.google.protobuf.GeneratedMessageV3.BuilderParent, com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage,BuilderType extends com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType,BuilderType>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageType extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage>, com.google.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageType extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage>, com.google.protobuf.GeneratedMessageV3.FieldAccessorTable

Field Summary

Fields

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

Fields inherited from class com.google.protobuf.GeneratedMessageV3

alwaysUseFieldBuilders, unknownFields

Fields inherited from class com.google.protobuf.AbstractMessage

memoizedSize

Fields inherited from class com.google.protobuf.AbstractMessageLite

memoizedHashCode

Method Summary

Modifier and Type	Method and Description
boolean	equals(Object obj)
static GraphDef	getDefaultInstance()
GraphDef	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
FunctionDefLibrary	getLibrary() EXPERIMENTAL.
FunctionDefLibraryOrBuilder	getLibraryOrBuilder() EXPERIMENTAL.
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;
com.google.protobuf.Parser<GraphDef>	getParserForType()
int	getSerializedSize()
com.google.protobuf.UnknownFieldSet	getUnknownFields()
int	getVersion() Deprecated.
VersionDef	getVersions() Compatibility versions of the graph.
VersionDefOrBuilder	getVersionsOrBuilder() Compatibility versions of the graph.
int	hashCode()
boolean	hasLibrary() EXPERIMENTAL.
boolean	hasVersions() Compatibility versions of the graph.
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static GraphDef.Builder	newBuilder()
static GraphDef.Builder	newBuilder(GraphDef prototype)
GraphDef.Builder	newBuilderForType()
protected GraphDef.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
static GraphDef	parseDelimitedFrom(InputStream input)
static GraphDef	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static GraphDef	parseFrom(byte[] data)
static GraphDef	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static GraphDef	parseFrom(ByteBuffer data)
static GraphDef	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static GraphDef	parseFrom(com.google.protobuf.ByteString data)
static GraphDef	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static GraphDef	parseFrom(com.google.protobuf.CodedInputStream input)
static GraphDef	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static GraphDef	parseFrom(InputStream input)
static GraphDef	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<GraphDef>	parser()
GraphDef.Builder	toBuilder()
void	writeTo(com.google.protobuf.CodedOutputStream output)

Methods inherited from class com.google.protobuf.GeneratedMessageV3

canUseUnsafe, computeStringSize, computeStringSizeNoTag, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, hasField, hasOneof, internalGetMapField, makeExtensionsImmutable, newBuilderForType, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTag

Methods inherited from class com.google.protobuf.AbstractMessage

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

Methods inherited from class com.google.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 com.google.protobuf.MessageOrBuilder

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

Methods inherited from interface com.google.protobuf.MessageLite

toByteArray, toByteString, writeDelimitedTo, writeTo

Field Detail

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

Method Detail

getUnknownFields

public final com.google.protobuf.UnknownFieldSet getUnknownFields()

Specified by:

getUnknownFields in interface com.google.protobuf.MessageOrBuilder

Overrides:

getUnknownFields in class com.google.protobuf.GeneratedMessageV3

getDescriptor

public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

internalGetFieldAccessorTable

protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Specified by:

internalGetFieldAccessorTable in class com.google.protobuf.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

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

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.

 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

hasLibrary

public boolean hasLibrary()

 EXPERIMENTAL. DO NOT USE OR DEPEND ON THIS YET.
 "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

getLibrary

public FunctionDefLibrary getLibrary()

 EXPERIMENTAL. DO NOT USE OR DEPEND ON THIS YET.
 "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

getLibraryOrBuilder

public FunctionDefLibraryOrBuilder getLibraryOrBuilder()

 EXPERIMENTAL. DO NOT USE OR DEPEND ON THIS YET.
 "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

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessageV3

writeTo

public void writeTo(com.google.protobuf.CodedOutputStream output)
             throws IOException

Specified by:

writeTo in interface com.google.protobuf.MessageLite

Overrides:

writeTo in class com.google.protobuf.GeneratedMessageV3

Throws:

IOException

getSerializedSize

public int getSerializedSize()

Specified by:

getSerializedSize in interface com.google.protobuf.MessageLite

Overrides:

getSerializedSize in class com.google.protobuf.GeneratedMessageV3

equals

public boolean equals(Object obj)

Specified by:

equals in interface com.google.protobuf.Message

Overrides:

equals in class com.google.protobuf.AbstractMessage

hashCode

public int hashCode()

Specified by:

hashCode in interface com.google.protobuf.Message

Overrides:

hashCode in class com.google.protobuf.AbstractMessage

parseFrom

public static GraphDef parseFrom(ByteBuffer data)
                          throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static GraphDef parseFrom(ByteBuffer data,
                                 com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                          throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static GraphDef parseFrom(com.google.protobuf.ByteString data)
                          throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static GraphDef parseFrom(com.google.protobuf.ByteString data,
                                 com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                          throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static GraphDef parseFrom(byte[] data)
                          throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static GraphDef parseFrom(byte[] data,
                                 com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                          throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static GraphDef parseFrom(InputStream input)
                          throws IOException

Throws:

IOException

parseFrom

public static GraphDef parseFrom(InputStream input,
                                 com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                          throws IOException

Throws:

IOException

parseDelimitedFrom

public static GraphDef parseDelimitedFrom(InputStream input)
                                   throws IOException

Throws:

IOException

parseDelimitedFrom

public static GraphDef parseDelimitedFrom(InputStream input,
                                          com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                   throws IOException

Throws:

IOException

parseFrom

public static GraphDef parseFrom(com.google.protobuf.CodedInputStream input)
                          throws IOException

Throws:

IOException

parseFrom

public static GraphDef parseFrom(com.google.protobuf.CodedInputStream input,
                                 com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                          throws IOException

Throws:

IOException

newBuilderForType

public GraphDef.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.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 com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

protected GraphDef.Builder newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static GraphDef getDefaultInstance()

parser

public static com.google.protobuf.Parser<GraphDef> parser()

getParserForType

public com.google.protobuf.Parser<GraphDef> getParserForType()

Specified by:

getParserForType in interface com.google.protobuf.Message

Specified by:

getParserForType in interface com.google.protobuf.MessageLite

Overrides:

getParserForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstanceForType

public GraphDef getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder