org.tensorflow.util

Class SaverDef

java.lang.Object

org.nd4j.shade.protobuf.AbstractMessageLite

org.nd4j.shade.protobuf.AbstractMessage

org.nd4j.shade.protobuf.GeneratedMessageV3

org.tensorflow.util.SaverDef

All Implemented Interfaces:

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

public final class SaverDef
extends org.nd4j.shade.protobuf.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 and Description
static class	SaverDef.Builder Protocol buffer representing the configuration of a Saver.
static class	SaverDef.CheckpointFormatVersion A version number that identifies a different on-disk checkpoint format.

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	FILENAME_TENSOR_NAME_FIELD_NUMBER
static int	KEEP_CHECKPOINT_EVERY_N_HOURS_FIELD_NUMBER
static int	MAX_TO_KEEP_FIELD_NUMBER
static int	RESTORE_OP_NAME_FIELD_NUMBER
static int	SAVE_TENSOR_NAME_FIELD_NUMBER
static int	SHARDED_FIELD_NUMBER
static int	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 SaverDef	getDefaultInstance()
SaverDef	getDefaultInstanceForType()
static org.nd4j.shade.protobuf.Descriptors.Descriptor	getDescriptor()
String	getFilenameTensorName() The name of the tensor in which to specify the filename when saving or restoring a model checkpoint.
org.nd4j.shade.protobuf.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.
org.nd4j.shade.protobuf.Parser<SaverDef>	getParserForType()
String	getRestoreOpName() The operation to run when restoring a model checkpoint.
org.nd4j.shade.protobuf.ByteString	getRestoreOpNameBytes() The operation to run when restoring a model checkpoint.
String	getSaveTensorName() The operation to run when saving a model checkpoint.
org.nd4j.shade.protobuf.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.
org.nd4j.shade.protobuf.UnknownFieldSet	getUnknownFields()
SaverDef.CheckpointFormatVersion	getVersion() .tensorflow.SaverDef.CheckpointFormatVersion version = 7;
int	getVersionValue() .tensorflow.SaverDef.CheckpointFormatVersion version = 7;
int	hashCode()
protected org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static SaverDef.Builder	newBuilder()
static SaverDef.Builder	newBuilder(SaverDef prototype)
SaverDef.Builder	newBuilderForType()
protected SaverDef.Builder	newBuilderForType(org.nd4j.shade.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(org.nd4j.shade.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static SaverDef	parseDelimitedFrom(InputStream input)
static SaverDef	parseDelimitedFrom(InputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static SaverDef	parseFrom(byte[] data)
static SaverDef	parseFrom(byte[] data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static SaverDef	parseFrom(ByteBuffer data)
static SaverDef	parseFrom(ByteBuffer data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static SaverDef	parseFrom(org.nd4j.shade.protobuf.ByteString data)
static SaverDef	parseFrom(org.nd4j.shade.protobuf.ByteString data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static SaverDef	parseFrom(org.nd4j.shade.protobuf.CodedInputStream input)
static SaverDef	parseFrom(org.nd4j.shade.protobuf.CodedInputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static SaverDef	parseFrom(InputStream input)
static SaverDef	parseFrom(InputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static org.nd4j.shade.protobuf.Parser<SaverDef>	parser()
SaverDef.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

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 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

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

getFilenameTensorNameBytes

public org.nd4j.shade.protobuf.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

getSaveTensorName

public String getSaveTensorName()

 The operation to run when saving a model checkpoint.
 

string save_tensor_name = 2;

Specified by:

getSaveTensorName in interface SaverDefOrBuilder

getSaveTensorNameBytes

public org.nd4j.shade.protobuf.ByteString getSaveTensorNameBytes()

 The operation to run when saving a model checkpoint.
 

string save_tensor_name = 2;

Specified by:

getSaveTensorNameBytes in interface SaverDefOrBuilder

getRestoreOpName

public String getRestoreOpName()

 The operation to run when restoring a model checkpoint.
 

string restore_op_name = 3;

Specified by:

getRestoreOpName in interface SaverDefOrBuilder

getRestoreOpNameBytes

public org.nd4j.shade.protobuf.ByteString getRestoreOpNameBytes()

 The operation to run when restoring a model checkpoint.
 

string restore_op_name = 3;

Specified by:

getRestoreOpNameBytes in interface SaverDefOrBuilder

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

getSharded

public boolean getSharded()

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

bool sharded = 5;

Specified by:

getSharded in interface SaverDefOrBuilder

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

getVersionValue

public int getVersionValue()

.tensorflow.SaverDef.CheckpointFormatVersion version = 7;

Specified by:

getVersionValue in interface SaverDefOrBuilder

getVersion

public SaverDef.CheckpointFormatVersion getVersion()

.tensorflow.SaverDef.CheckpointFormatVersion version = 7;

Specified by:

getVersion in interface SaverDefOrBuilder

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

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

public static SaverDef parseFrom(InputStream input)
                          throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

public static SaverDef parseDelimitedFrom(InputStream input)
                                   throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public SaverDef.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 SaverDef.Builder newBuilder()

newBuilder

public static SaverDef.Builder newBuilder(SaverDef prototype)

toBuilder

public SaverDef.Builder toBuilder()

Specified by:

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

Specified by:

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

newBuilderForType

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

Specified by:

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

getDefaultInstance

public static SaverDef getDefaultInstance()

parser

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

getParserForType

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

Specified by:

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

Specified by:

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