Package 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:

  • 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 com.google.protobuf.GeneratedMessageV3

    com.google.protobuf.GeneratedMessageV3.BuilderParent, com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>,BuilderT extends com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT,BuilderT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.FieldAccessorTable, com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter

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

    com.google.protobuf.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 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
    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 com.google.protobuf.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;
    com.google.protobuf.Parser<GraphDef>
    getParserForType()
     
    int
    getSerializedSize()
     
    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 com.google.protobuf.GeneratedMessageV3.FieldAccessorTable
    internalGetFieldAccessorTable()
     
    final 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)
     
    protected Object
    newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
     
    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(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 GraphDef
    parseFrom(ByteBuffer data)
     
    static GraphDef
    parseFrom(ByteBuffer data, 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, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, isStringEmpty, makeExtensionsImmutable, makeMutableCopy, makeMutableCopy, 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 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.MessageLite

    toByteArray, toByteString, writeDelimitedTo, writeTo

    Methods inherited from interface com.google.protobuf.MessageOrBuilder

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

  • Field Details

  • Method Details

    • newInstance

      protected Object newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
      Overrides:
      newInstance 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
      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=43
       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 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