org.tensorflow.framework

Class GraphDef

java.lang.Object

org.nd4j.shade.protobuf.AbstractMessageLite

org.nd4j.shade.protobuf.AbstractMessage

org.nd4j.shade.protobuf.GeneratedMessageV3

org.tensorflow.framework.GraphDef

All Implemented Interfaces:

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

public final class GraphDef
extends org.nd4j.shade.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 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	LIBRARY_FIELD_NUMBER
static int	NODE_FIELD_NUMBER
static int	VERSION_FIELD_NUMBER
static int	VERSIONS_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)
static GraphDef	getDefaultInstance()
GraphDef	getDefaultInstanceForType()
static org.nd4j.shade.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;
org.nd4j.shade.protobuf.Parser<GraphDef>	getParserForType()
int	getSerializedSize()
org.nd4j.shade.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 org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static GraphDef.Builder	newBuilder()
static GraphDef.Builder	newBuilder(GraphDef prototype)
GraphDef.Builder	newBuilderForType()
protected GraphDef.Builder	newBuilderForType(org.nd4j.shade.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(org.nd4j.shade.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static GraphDef	parseDelimitedFrom(InputStream input)
static GraphDef	parseDelimitedFrom(InputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static GraphDef	parseFrom(byte[] data)
static GraphDef	parseFrom(byte[] data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static GraphDef	parseFrom(ByteBuffer data)
static GraphDef	parseFrom(ByteBuffer data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static GraphDef	parseFrom(org.nd4j.shade.protobuf.ByteString data)
static GraphDef	parseFrom(org.nd4j.shade.protobuf.ByteString data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static GraphDef	parseFrom(org.nd4j.shade.protobuf.CodedInputStream input)
static GraphDef	parseFrom(org.nd4j.shade.protobuf.CodedInputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static GraphDef	parseFrom(InputStream input)
static GraphDef	parseFrom(InputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static org.nd4j.shade.protobuf.Parser<GraphDef>	parser()
GraphDef.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_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

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

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.

 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()

 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

Returns:

Whether the library field is set.

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

Returns:

The library.

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

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

public static GraphDef parseFrom(InputStream input)
                          throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public GraphDef.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 GraphDef.Builder newBuilder()

newBuilder

public static GraphDef.Builder newBuilder(GraphDef prototype)

toBuilder

public GraphDef.Builder toBuilder()

Specified by:

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

Specified by:

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

newBuilderForType

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

Specified by:

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

getDefaultInstance

public static GraphDef getDefaultInstance()

parser

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

getParserForType

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

Specified by:

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

Specified by:

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