Class SavedModel

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

org.tensorflow.proto.SavedModel

All Implemented Interfaces:

Message, MessageLite, MessageLiteOrBuilder, MessageOrBuilder, Serializable, SavedModelOrBuilder

public final class SavedModel
extends 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 tensorflow.SavedModel

See Also:

• Serialized Form

Nested Class Summary

Nested Classes

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

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	META_GRAPHS_FIELD_NUMBER
static final int	SAVED_MODEL_SCHEMA_VERSION_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)
static SavedModel	getDefaultInstance()
SavedModel	getDefaultInstanceForType()
static final Descriptors.Descriptor	getDescriptor()
MetaGraphDef	getMetaGraphs(int index)	One or more MetaGraphs.
int	getMetaGraphsCount()	One or more MetaGraphs.
List<MetaGraphDef>	getMetaGraphsList()	One or more MetaGraphs.
MetaGraphDefOrBuilder	getMetaGraphsOrBuilder(int index)	One or more MetaGraphs.
List<? extends MetaGraphDefOrBuilder>	getMetaGraphsOrBuilderList()	One or more MetaGraphs.
Parser<SavedModel>	getParserForType()
long	getSavedModelSchemaVersion()	The schema version of the SavedModel instance.
int	getSerializedSize()
final UnknownFieldSet	getUnknownFields()
int	hashCode()
protected GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
final boolean	isInitialized()
static SavedModel.Builder	newBuilder()
static SavedModel.Builder	newBuilder(SavedModel prototype)
SavedModel.Builder	newBuilderForType()
protected SavedModel.Builder	newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
static SavedModel	parseDelimitedFrom(InputStream input)
static SavedModel	parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
static SavedModel	parseFrom(byte[] data)
static SavedModel	parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
static SavedModel	parseFrom(ByteString data)
static SavedModel	parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
static SavedModel	parseFrom(CodedInputStream input)
static SavedModel	parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
static SavedModel	parseFrom(InputStream input)
static SavedModel	parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
static SavedModel	parseFrom(ByteBuffer data)
static SavedModel	parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
static Parser<SavedModel>	parser()
SavedModel.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

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 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

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.

getMetaGraphsList

public List<MetaGraphDef> getMetaGraphsList()

One or more MetaGraphs.

repeated .tensorflow.MetaGraphDef meta_graphs = 2;

Specified by:

getMetaGraphsList in interface SavedModelOrBuilder

getMetaGraphsOrBuilderList

public List<? extends MetaGraphDefOrBuilder> getMetaGraphsOrBuilderList()

One or more MetaGraphs.

repeated .tensorflow.MetaGraphDef meta_graphs = 2;

Specified by:

getMetaGraphsOrBuilderList in interface SavedModelOrBuilder

getMetaGraphsCount

public int getMetaGraphsCount()

One or more MetaGraphs.

repeated .tensorflow.MetaGraphDef meta_graphs = 2;

Specified by:

getMetaGraphsCount in interface SavedModelOrBuilder

getMetaGraphs

public MetaGraphDef getMetaGraphs(int index)

One or more MetaGraphs.

repeated .tensorflow.MetaGraphDef meta_graphs = 2;

Specified by:

getMetaGraphs in interface SavedModelOrBuilder

getMetaGraphsOrBuilder

public MetaGraphDefOrBuilder getMetaGraphsOrBuilder(int index)

One or more MetaGraphs.

repeated .tensorflow.MetaGraphDef meta_graphs = 2;

Specified by:

getMetaGraphsOrBuilder in interface SavedModelOrBuilder

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 SavedModel parseFrom(ByteBuffer data)
                            throws InvalidProtocolBufferException

Throws:

InvalidProtocolBufferException

parseFrom

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

Throws:

InvalidProtocolBufferException

parseFrom

public static SavedModel parseFrom(ByteString data)
                            throws InvalidProtocolBufferException

Throws:

InvalidProtocolBufferException

parseFrom

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

Throws:

InvalidProtocolBufferException

parseFrom

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

Throws:

InvalidProtocolBufferException

parseFrom

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

Throws:

InvalidProtocolBufferException

parseFrom

public static SavedModel parseFrom(InputStream input)
                            throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

public static SavedModel parseDelimitedFrom(InputStream input)
                                     throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

public static SavedModel parseFrom(CodedInputStream input)
                            throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public SavedModel.Builder newBuilderForType()

Specified by:

newBuilderForType in interface Message

Specified by:

newBuilderForType in interface MessageLite

newBuilder

public static SavedModel.Builder newBuilder()

newBuilder

public static SavedModel.Builder newBuilder(SavedModel prototype)

toBuilder

public SavedModel.Builder toBuilder()

Specified by:

toBuilder in interface Message

Specified by:

toBuilder in interface MessageLite

newBuilderForType

protected SavedModel.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)

Specified by:

newBuilderForType in class GeneratedMessageV3

getDefaultInstance

public static SavedModel getDefaultInstance()

parser

public static Parser<SavedModel> parser()

getParserForType

public Parser<SavedModel> getParserForType()

Specified by:

getParserForType in interface Message

Specified by:

getParserForType in interface MessageLite

Overrides:

getParserForType in class GeneratedMessageV3

getDefaultInstanceForType

public SavedModel getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface MessageOrBuilder