org.tensorflow.framework

Class SavedModel

java.lang.Object

org.nd4j.shade.protobuf.AbstractMessageLite

org.nd4j.shade.protobuf.AbstractMessage

org.nd4j.shade.protobuf.GeneratedMessageV3

org.tensorflow.framework.SavedModel

All Implemented Interfaces:

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

public final class SavedModel
extends org.nd4j.shade.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 tensorflow.SavedModel

See Also:

Serialized Form

Nested Class Summary

Nested Classes

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

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	META_GRAPHS_FIELD_NUMBER
static int	SAVED_MODEL_SCHEMA_VERSION_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 SavedModel	getDefaultInstance()
SavedModel	getDefaultInstanceForType()
static org.nd4j.shade.protobuf.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.
org.nd4j.shade.protobuf.Parser<SavedModel>	getParserForType()
long	getSavedModelSchemaVersion() The schema version of the SavedModel instance.
int	getSerializedSize()
org.nd4j.shade.protobuf.UnknownFieldSet	getUnknownFields()
int	hashCode()
protected org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static SavedModel.Builder	newBuilder()
static SavedModel.Builder	newBuilder(SavedModel prototype)
SavedModel.Builder	newBuilderForType()
protected SavedModel.Builder	newBuilderForType(org.nd4j.shade.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(org.nd4j.shade.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static SavedModel	parseDelimitedFrom(InputStream input)
static SavedModel	parseDelimitedFrom(InputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static SavedModel	parseFrom(byte[] data)
static SavedModel	parseFrom(byte[] data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static SavedModel	parseFrom(ByteBuffer data)
static SavedModel	parseFrom(ByteBuffer data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static SavedModel	parseFrom(org.nd4j.shade.protobuf.ByteString data)
static SavedModel	parseFrom(org.nd4j.shade.protobuf.ByteString data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static SavedModel	parseFrom(org.nd4j.shade.protobuf.CodedInputStream input)
static SavedModel	parseFrom(org.nd4j.shade.protobuf.CodedInputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static SavedModel	parseFrom(InputStream input)
static SavedModel	parseFrom(InputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static org.nd4j.shade.protobuf.Parser<SavedModel>	parser()
SavedModel.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

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 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

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

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

public static SavedModel parseFrom(InputStream input)
                            throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

public static SavedModel parseDelimitedFrom(InputStream input)
                                     throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public SavedModel.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 SavedModel.Builder newBuilder()

newBuilder

public static SavedModel.Builder newBuilder(SavedModel prototype)

toBuilder

public SavedModel.Builder toBuilder()

Specified by:

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

Specified by:

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

newBuilderForType

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

Specified by:

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

getDefaultInstance

public static SavedModel getDefaultInstance()

parser

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

getParserForType

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

Specified by:

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

Specified by:

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