Class SaverDef

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

org.tensorflow.proto.SaverDef

All Implemented Interfaces:

Message, MessageLite, MessageLiteOrBuilder, MessageOrBuilder, Serializable, SaverDefOrBuilder

public final class SaverDef
extends GeneratedMessageV3
implements SaverDefOrBuilder

Protocol buffer representing the configuration of a Saver.

Protobuf type tensorflow.SaverDef

See Also:

• Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static final class	SaverDef.Builder	Protocol buffer representing the configuration of a Saver.
static enum	SaverDef.CheckpointFormatVersion	A version number that identifies a different on-disk checkpoint format.

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	FILENAME_TENSOR_NAME_FIELD_NUMBER
static final int	KEEP_CHECKPOINT_EVERY_N_HOURS_FIELD_NUMBER
static final int	MAX_TO_KEEP_FIELD_NUMBER
static final int	RESTORE_OP_NAME_FIELD_NUMBER
static final int	SAVE_TENSOR_NAME_FIELD_NUMBER
static final int	SHARDED_FIELD_NUMBER
static final int	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 SaverDef	getDefaultInstance()
SaverDef	getDefaultInstanceForType()
static final Descriptors.Descriptor	getDescriptor()
String	getFilenameTensorName()	The name of the tensor in which to specify the filename when saving or restoring a model checkpoint.
ByteString	getFilenameTensorNameBytes()	The name of the tensor in which to specify the filename when saving or restoring a model checkpoint.
float	getKeepCheckpointEveryNHours()	How often to keep an additional checkpoint.
int	getMaxToKeep()	Maximum number of checkpoints to keep.
Parser<SaverDef>	getParserForType()
String	getRestoreOpName()	The operation to run when restoring a model checkpoint.
ByteString	getRestoreOpNameBytes()	The operation to run when restoring a model checkpoint.
String	getSaveTensorName()	The operation to run when saving a model checkpoint.
ByteString	getSaveTensorNameBytes()	The operation to run when saving a model checkpoint.
int	getSerializedSize()
boolean	getSharded()	Shard the save files, one per device that has Variable nodes.
final UnknownFieldSet	getUnknownFields()
SaverDef.CheckpointFormatVersion	getVersion()	.tensorflow.SaverDef.CheckpointFormatVersion version = 7;
int	getVersionValue()	.tensorflow.SaverDef.CheckpointFormatVersion version = 7;
int	hashCode()
protected GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
final boolean	isInitialized()
static SaverDef.Builder	newBuilder()
static SaverDef.Builder	newBuilder(SaverDef prototype)
SaverDef.Builder	newBuilderForType()
protected SaverDef.Builder	newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
static SaverDef	parseDelimitedFrom(InputStream input)
static SaverDef	parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
static SaverDef	parseFrom(byte[] data)
static SaverDef	parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
static SaverDef	parseFrom(ByteString data)
static SaverDef	parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
static SaverDef	parseFrom(CodedInputStream input)
static SaverDef	parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
static SaverDef	parseFrom(InputStream input)
static SaverDef	parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
static SaverDef	parseFrom(ByteBuffer data)
static SaverDef	parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
static Parser<SaverDef>	parser()
SaverDef.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

FILENAME_TENSOR_NAME_FIELD_NUMBER

public static final int FILENAME_TENSOR_NAME_FIELD_NUMBER

See Also:

• Constant Field Values

SAVE_TENSOR_NAME_FIELD_NUMBER

public static final int SAVE_TENSOR_NAME_FIELD_NUMBER

See Also:

• Constant Field Values

RESTORE_OP_NAME_FIELD_NUMBER

public static final int RESTORE_OP_NAME_FIELD_NUMBER

See Also:

• Constant Field Values

MAX_TO_KEEP_FIELD_NUMBER

public static final int MAX_TO_KEEP_FIELD_NUMBER

See Also:

• Constant Field Values

SHARDED_FIELD_NUMBER

public static final int SHARDED_FIELD_NUMBER

See Also:

• Constant Field Values

KEEP_CHECKPOINT_EVERY_N_HOURS_FIELD_NUMBER

public static final int KEEP_CHECKPOINT_EVERY_N_HOURS_FIELD_NUMBER

See Also:

• Constant Field Values

VERSION_FIELD_NUMBER

public static final int VERSION_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

getFilenameTensorName

public String getFilenameTensorName()

The name of the tensor in which to specify the filename when saving or
restoring a model checkpoint.

string filename_tensor_name = 1;

Specified by:

getFilenameTensorName in interface SaverDefOrBuilder

Returns:

The filenameTensorName.

getFilenameTensorNameBytes

public ByteString getFilenameTensorNameBytes()

The name of the tensor in which to specify the filename when saving or
restoring a model checkpoint.

string filename_tensor_name = 1;

Specified by:

getFilenameTensorNameBytes in interface SaverDefOrBuilder

Returns:

The bytes for filenameTensorName.

getSaveTensorName

public String getSaveTensorName()

The operation to run when saving a model checkpoint.

string save_tensor_name = 2;

Specified by:

getSaveTensorName in interface SaverDefOrBuilder

Returns:

The saveTensorName.

getSaveTensorNameBytes

public ByteString getSaveTensorNameBytes()

The operation to run when saving a model checkpoint.

string save_tensor_name = 2;

Specified by:

getSaveTensorNameBytes in interface SaverDefOrBuilder

Returns:

The bytes for saveTensorName.

getRestoreOpName

public String getRestoreOpName()

The operation to run when restoring a model checkpoint.

string restore_op_name = 3;

Specified by:

getRestoreOpName in interface SaverDefOrBuilder

Returns:

The restoreOpName.

getRestoreOpNameBytes

public ByteString getRestoreOpNameBytes()

The operation to run when restoring a model checkpoint.

string restore_op_name = 3;

Specified by:

getRestoreOpNameBytes in interface SaverDefOrBuilder

Returns:

The bytes for restoreOpName.

getMaxToKeep

public int getMaxToKeep()

Maximum number of checkpoints to keep.  If 0, no checkpoints are deleted.

int32 max_to_keep = 4;

Specified by:

getMaxToKeep in interface SaverDefOrBuilder

Returns:

The maxToKeep.

getSharded

public boolean getSharded()

Shard the save files, one per device that has Variable nodes.

bool sharded = 5;

Specified by:

getSharded in interface SaverDefOrBuilder

Returns:

The sharded.

getKeepCheckpointEveryNHours

public float getKeepCheckpointEveryNHours()

How often to keep an additional checkpoint. If not specified, only the last
"max_to_keep" checkpoints are kept; if specified, in addition to keeping
the last "max_to_keep" checkpoints, an additional checkpoint will be kept
for every n hours of training.

float keep_checkpoint_every_n_hours = 6;

Specified by:

getKeepCheckpointEveryNHours in interface SaverDefOrBuilder

Returns:

The keepCheckpointEveryNHours.

getVersionValue

public int getVersionValue()

.tensorflow.SaverDef.CheckpointFormatVersion version = 7;

Specified by:

getVersionValue in interface SaverDefOrBuilder

Returns:

The enum numeric value on the wire for version.

getVersion

public SaverDef.CheckpointFormatVersion getVersion()

.tensorflow.SaverDef.CheckpointFormatVersion version = 7;

Specified by:

getVersion in interface SaverDefOrBuilder

Returns:

The version.

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 SaverDef parseFrom(ByteBuffer data)
                          throws InvalidProtocolBufferException

Throws:

InvalidProtocolBufferException

parseFrom

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

Throws:

InvalidProtocolBufferException

parseFrom

public static SaverDef parseFrom(ByteString data)
                          throws InvalidProtocolBufferException

Throws:

InvalidProtocolBufferException

parseFrom

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

Throws:

InvalidProtocolBufferException

parseFrom

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

Throws:

InvalidProtocolBufferException

parseFrom

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

Throws:

InvalidProtocolBufferException

parseFrom

public static SaverDef parseFrom(InputStream input)
                          throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

public static SaverDef parseDelimitedFrom(InputStream input)
                                   throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

public static SaverDef parseFrom(CodedInputStream input)
                          throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public SaverDef.Builder newBuilderForType()

Specified by:

newBuilderForType in interface Message

Specified by:

newBuilderForType in interface MessageLite

newBuilder

public static SaverDef.Builder newBuilder()

newBuilder

public static SaverDef.Builder newBuilder(SaverDef prototype)

toBuilder

public SaverDef.Builder toBuilder()

Specified by:

toBuilder in interface Message

Specified by:

toBuilder in interface MessageLite

newBuilderForType

protected SaverDef.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)

Specified by:

newBuilderForType in class GeneratedMessageV3

getDefaultInstance

public static SaverDef getDefaultInstance()

parser

public static Parser<SaverDef> parser()

getParserForType

public Parser<SaverDef> getParserForType()

Specified by:

getParserForType in interface Message

Specified by:

getParserForType in interface MessageLite

Overrides:

getParserForType in class GeneratedMessageV3

getDefaultInstanceForType

public SaverDef getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface MessageOrBuilder