Package org.platanios.tensorflow.proto

Class SavedModel

  • All Implemented Interfaces:
    com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, java.io.Serializable, SavedModelOrBuilder
    public final class SavedModel
extends com.google.protobuf.GeneratedMessageV3
implements SavedModelOrBuilder
     SavedModel is the high level serialization format for TensorFlow Models.
 See [todo: doc links, similar to session_bundle] for more information.
    Protobuf type org.platanios.tensorflow.proto.SavedModel
    See Also:
    Serialized Form

    • Nested Class Summary

      Nested Classes 
      Modifier and Type Class Description
      static class  SavedModel.Builder
      SavedModel is the high level serialization format for TensorFlow Models.

      • 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, 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 int META_GRAPHS_FIELD_NUMBER  
      static int SAVED_MODEL_SCHEMA_VERSION_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

      All Methods Static Methods Instance Methods Concrete Methods 
      Modifier and Type Method Description
      boolean equals​(java.lang.Object obj)  
      static SavedModel getDefaultInstance()  
      SavedModel getDefaultInstanceForType()  
      static com.google.protobuf.Descriptors.Descriptor getDescriptor()  
      MetaGraphDef getMetaGraphs​(int index)
      One or more MetaGraphs.
      int getMetaGraphsCount()
      One or more MetaGraphs.
      java.util.List<MetaGraphDef> getMetaGraphsList()
      One or more MetaGraphs.
      MetaGraphDefOrBuilder getMetaGraphsOrBuilder​(int index)
      One or more MetaGraphs.
      java.util.List<? extends MetaGraphDefOrBuilder> getMetaGraphsOrBuilderList()
      One or more MetaGraphs.
      com.google.protobuf.Parser<SavedModel> getParserForType()  
      long getSavedModelSchemaVersion()
      The schema version of the SavedModel instance.
      int getSerializedSize()  
      com.google.protobuf.UnknownFieldSet getUnknownFields()  
      int hashCode()  
      protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()  
      boolean isInitialized()  
      static SavedModel.Builder newBuilder()  
      static SavedModel.Builder newBuilder​(SavedModel prototype)  
      SavedModel.Builder newBuilderForType()  
      protected SavedModel.Builder newBuilderForType​(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)  
      protected java.lang.Object newInstance​(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)  
      static SavedModel parseDelimitedFrom​(java.io.InputStream input)  
      static SavedModel parseDelimitedFrom​(java.io.InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)  
      static SavedModel parseFrom​(byte[] data)  
      static SavedModel parseFrom​(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)  
      static SavedModel parseFrom​(com.google.protobuf.ByteString data)  
      static SavedModel parseFrom​(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)  
      static SavedModel parseFrom​(com.google.protobuf.CodedInputStream input)  
      static SavedModel parseFrom​(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)  
      static SavedModel parseFrom​(java.io.InputStream input)  
      static SavedModel parseFrom​(java.io.InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)  
      static SavedModel parseFrom​(java.nio.ByteBuffer data)  
      static SavedModel parseFrom​(java.nio.ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)  
      static com.google.protobuf.Parser<SavedModel> parser()  
      SavedModel.Builder toBuilder()  
      void writeTo​(com.google.protobuf.CodedOutputStream output)  

      • Methods inherited from class com.google.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 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, hasField, hasOneof

    • Field Detail

      • SAVED_MODEL_SCHEMA_VERSION_FIELD_NUMBER

        public static final int SAVED_MODEL_SCHEMA_VERSION_FIELD_NUMBER
        See Also:
        Constant Field Values

      • META_GRAPHS_FIELD_NUMBER

        public static final int META_GRAPHS_FIELD_NUMBER
        See Also:
        Constant Field Values

    • Method Detail

      • newInstance

        protected java.lang.Object newInstance​(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
        Overrides:
        newInstance in class com.google.protobuf.GeneratedMessageV3

      • 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

      • getSavedModelSchemaVersion

        public long getSavedModelSchemaVersion()
         The schema version of the SavedModel instance. Used for versioning when
 making future changes to the specification/implementation. Initial value
 at release will be 1.
        int64 saved_model_schema_version = 1;
        Specified by:
        getSavedModelSchemaVersion in interface SavedModelOrBuilder
        Returns:
        The savedModelSchemaVersion.

      • getMetaGraphsCount

        public int getMetaGraphsCount()
         One or more MetaGraphs.
        repeated .org.platanios.tensorflow.proto.MetaGraphDef meta_graphs = 2;
        Specified by:
        getMetaGraphsCount in interface SavedModelOrBuilder

      • getMetaGraphs

        public MetaGraphDef getMetaGraphs​(int index)
         One or more MetaGraphs.
        repeated .org.platanios.tensorflow.proto.MetaGraphDef meta_graphs = 2;
        Specified by:
        getMetaGraphs in interface SavedModelOrBuilder

      • 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 java.io.IOException
        Specified by:
        writeTo in interface com.google.protobuf.MessageLite
        Overrides:
        writeTo in class com.google.protobuf.GeneratedMessageV3
        Throws:
        java.io.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​(java.lang.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 SavedModel parseFrom​(java.nio.ByteBuffer data)
                            throws com.google.protobuf.InvalidProtocolBufferException
        Throws:
        com.google.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static SavedModel parseFrom​(java.nio.ByteBuffer data,
                                   com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                            throws com.google.protobuf.InvalidProtocolBufferException
        Throws:
        com.google.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static SavedModel parseFrom​(com.google.protobuf.ByteString data)
                            throws com.google.protobuf.InvalidProtocolBufferException
        Throws:
        com.google.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static SavedModel parseFrom​(com.google.protobuf.ByteString data,
                                   com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                            throws com.google.protobuf.InvalidProtocolBufferException
        Throws:
        com.google.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static SavedModel parseFrom​(byte[] data)
                            throws com.google.protobuf.InvalidProtocolBufferException
        Throws:
        com.google.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static SavedModel parseFrom​(byte[] data,
                                   com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                            throws com.google.protobuf.InvalidProtocolBufferException
        Throws:
        com.google.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static SavedModel parseFrom​(java.io.InputStream input)
                            throws java.io.IOException
        Throws:
        java.io.IOException

      • parseFrom

        public static SavedModel parseFrom​(java.io.InputStream input,
                                   com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                            throws java.io.IOException
        Throws:
        java.io.IOException

      • parseDelimitedFrom

        public static SavedModel parseDelimitedFrom​(java.io.InputStream input)
                                     throws java.io.IOException
        Throws:
        java.io.IOException

      • parseDelimitedFrom

        public static SavedModel parseDelimitedFrom​(java.io.InputStream input,
                                            com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                     throws java.io.IOException
        Throws:
        java.io.IOException

      • parseFrom

        public static SavedModel parseFrom​(com.google.protobuf.CodedInputStream input)
                            throws java.io.IOException
        Throws:
        java.io.IOException

      • parseFrom

        public static SavedModel parseFrom​(com.google.protobuf.CodedInputStream input,
                                   com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                            throws java.io.IOException
        Throws:
        java.io.IOException

      • newBuilderForType

        public SavedModel.Builder newBuilderForType()
        Specified by:
        newBuilderForType in interface com.google.protobuf.Message
        Specified by:
        newBuilderForType in interface com.google.protobuf.MessageLite

      • toBuilder

        public SavedModel.Builder toBuilder()
        Specified by:
        toBuilder in interface com.google.protobuf.Message
        Specified by:
        toBuilder in interface com.google.protobuf.MessageLite

      • newBuilderForType

        protected SavedModel.Builder newBuilderForType​(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
        Specified by:
        newBuilderForType in class com.google.protobuf.GeneratedMessageV3

      • getDefaultInstance

        public static SavedModel getDefaultInstance()

      • parser

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

      • getParserForType

        public com.google.protobuf.Parser<SavedModel> 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 SavedModel getDefaultInstanceForType()
        Specified by:
        getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder
        Specified by:
        getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder