org.tensorflow.util

Class SaverDef.Builder

java.lang.Object

org.nd4j.shade.protobuf.AbstractMessageLite.Builder

org.nd4j.shade.protobuf.AbstractMessage.Builder<BuilderType>

org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<SaverDef.Builder>

org.tensorflow.util.SaverDef.Builder

All Implemented Interfaces:

Cloneable, org.nd4j.shade.protobuf.Message.Builder, org.nd4j.shade.protobuf.MessageLite.Builder, org.nd4j.shade.protobuf.MessageLiteOrBuilder, org.nd4j.shade.protobuf.MessageOrBuilder, SaverDefOrBuilder

Enclosing class:

SaverDef

public static final class SaverDef.Builder
extends org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<SaverDef.Builder>
implements SaverDefOrBuilder

 Protocol buffer representing the configuration of a Saver.
 

Protobuf type tensorflow.SaverDef

Method Summary

Modifier and Type	Method and Description
SaverDef.Builder	addRepeatedField(org.nd4j.shade.protobuf.Descriptors.FieldDescriptor field, Object value)
SaverDef	build()
SaverDef	buildPartial()
SaverDef.Builder	clear()
SaverDef.Builder	clearField(org.nd4j.shade.protobuf.Descriptors.FieldDescriptor field)
SaverDef.Builder	clearFilenameTensorName() The name of the tensor in which to specify the filename when saving or restoring a model checkpoint.
SaverDef.Builder	clearKeepCheckpointEveryNHours() How often to keep an additional checkpoint.
SaverDef.Builder	clearMaxToKeep() Maximum number of checkpoints to keep.
SaverDef.Builder	clearOneof(org.nd4j.shade.protobuf.Descriptors.OneofDescriptor oneof)
SaverDef.Builder	clearRestoreOpName() The operation to run when restoring a model checkpoint.
SaverDef.Builder	clearSaveTensorName() The operation to run when saving a model checkpoint.
SaverDef.Builder	clearSharded() Shard the save files, one per device that has Variable nodes.
SaverDef.Builder	clearVersion() .tensorflow.SaverDef.CheckpointFormatVersion version = 7;
SaverDef.Builder	clone()
SaverDef	getDefaultInstanceForType()
static org.nd4j.shade.protobuf.Descriptors.Descriptor	getDescriptor()
org.nd4j.shade.protobuf.Descriptors.Descriptor	getDescriptorForType()
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.
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.
boolean	getSharded() Shard the save files, one per device that has Variable nodes.
SaverDef.CheckpointFormatVersion	getVersion() .tensorflow.SaverDef.CheckpointFormatVersion version = 7;
int	getVersionValue() .tensorflow.SaverDef.CheckpointFormatVersion version = 7;
protected org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
SaverDef.Builder	mergeFrom(org.nd4j.shade.protobuf.CodedInputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
SaverDef.Builder	mergeFrom(org.nd4j.shade.protobuf.Message other)
SaverDef.Builder	mergeFrom(SaverDef other)
SaverDef.Builder	mergeUnknownFields(org.nd4j.shade.protobuf.UnknownFieldSet unknownFields)
SaverDef.Builder	setField(org.nd4j.shade.protobuf.Descriptors.FieldDescriptor field, Object value)
SaverDef.Builder	setFilenameTensorName(String value) The name of the tensor in which to specify the filename when saving or restoring a model checkpoint.
SaverDef.Builder	setFilenameTensorNameBytes(org.nd4j.shade.protobuf.ByteString value) The name of the tensor in which to specify the filename when saving or restoring a model checkpoint.
SaverDef.Builder	setKeepCheckpointEveryNHours(float value) How often to keep an additional checkpoint.
SaverDef.Builder	setMaxToKeep(int value) Maximum number of checkpoints to keep.
SaverDef.Builder	setRepeatedField(org.nd4j.shade.protobuf.Descriptors.FieldDescriptor field, int index, Object value)
SaverDef.Builder	setRestoreOpName(String value) The operation to run when restoring a model checkpoint.
SaverDef.Builder	setRestoreOpNameBytes(org.nd4j.shade.protobuf.ByteString value) The operation to run when restoring a model checkpoint.
SaverDef.Builder	setSaveTensorName(String value) The operation to run when saving a model checkpoint.
SaverDef.Builder	setSaveTensorNameBytes(org.nd4j.shade.protobuf.ByteString value) The operation to run when saving a model checkpoint.
SaverDef.Builder	setSharded(boolean value) Shard the save files, one per device that has Variable nodes.
SaverDef.Builder	setUnknownFields(org.nd4j.shade.protobuf.UnknownFieldSet unknownFields)
SaverDef.Builder	setVersion(SaverDef.CheckpointFormatVersion value) .tensorflow.SaverDef.CheckpointFormatVersion version = 7;
SaverDef.Builder	setVersionValue(int value) .tensorflow.SaverDef.CheckpointFormatVersion version = 7;

Methods inherited from class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder

getAllFields, getField, getFieldBuilder, getOneofFieldDescriptor, getParentForChildren, getRepeatedField, getRepeatedFieldBuilder, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, internalGetMutableMapField, isClean, markClean, newBuilderForField, onBuilt, onChanged, setUnknownFieldsProto3

Methods inherited from class org.nd4j.shade.protobuf.AbstractMessage.Builder

findInitializationErrors, getInitializationErrorString, internalMergeFrom, mergeDelimitedFrom, mergeDelimitedFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, newUninitializedMessageException, toString

Methods inherited from class org.nd4j.shade.protobuf.AbstractMessageLite.Builder

addAll, addAll, mergeFrom, newUninitializedMessageException

Methods inherited from class java.lang.Object

equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Methods inherited from interface org.nd4j.shade.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

Methods inherited from interface org.nd4j.shade.protobuf.MessageLite.Builder

mergeFrom

Method Detail

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.Builder<SaverDef.Builder>

clear

public SaverDef.Builder clear()

Specified by:

clear in interface org.nd4j.shade.protobuf.Message.Builder

Specified by:

clear in interface org.nd4j.shade.protobuf.MessageLite.Builder

Overrides:

clear in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<SaverDef.Builder>

getDescriptorForType

public org.nd4j.shade.protobuf.Descriptors.Descriptor getDescriptorForType()

Specified by:

getDescriptorForType in interface org.nd4j.shade.protobuf.Message.Builder

Specified by:

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

Overrides:

getDescriptorForType in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<SaverDef.Builder>

getDefaultInstanceForType

public SaverDef getDefaultInstanceForType()

Specified by:

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

Specified by:

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

build

public SaverDef build()

Specified by:

build in interface org.nd4j.shade.protobuf.Message.Builder

Specified by:

build in interface org.nd4j.shade.protobuf.MessageLite.Builder

buildPartial

public SaverDef buildPartial()

Specified by:

buildPartial in interface org.nd4j.shade.protobuf.Message.Builder

Specified by:

buildPartial in interface org.nd4j.shade.protobuf.MessageLite.Builder

clone

public SaverDef.Builder clone()

Specified by:

clone in interface org.nd4j.shade.protobuf.Message.Builder

Specified by:

clone in interface org.nd4j.shade.protobuf.MessageLite.Builder

Overrides:

clone in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<SaverDef.Builder>

setField

public SaverDef.Builder setField(org.nd4j.shade.protobuf.Descriptors.FieldDescriptor field,
                                 Object value)

Specified by:

setField in interface org.nd4j.shade.protobuf.Message.Builder

Overrides:

setField in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<SaverDef.Builder>

clearField

public SaverDef.Builder clearField(org.nd4j.shade.protobuf.Descriptors.FieldDescriptor field)

Specified by:

clearField in interface org.nd4j.shade.protobuf.Message.Builder

Overrides:

clearField in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<SaverDef.Builder>

clearOneof

public SaverDef.Builder clearOneof(org.nd4j.shade.protobuf.Descriptors.OneofDescriptor oneof)

Specified by:

clearOneof in interface org.nd4j.shade.protobuf.Message.Builder

Overrides:

clearOneof in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<SaverDef.Builder>

setRepeatedField

public SaverDef.Builder setRepeatedField(org.nd4j.shade.protobuf.Descriptors.FieldDescriptor field,
                                         int index,
                                         Object value)

Specified by:

setRepeatedField in interface org.nd4j.shade.protobuf.Message.Builder

Overrides:

setRepeatedField in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<SaverDef.Builder>

addRepeatedField

public SaverDef.Builder addRepeatedField(org.nd4j.shade.protobuf.Descriptors.FieldDescriptor field,
                                         Object value)

Specified by:

addRepeatedField in interface org.nd4j.shade.protobuf.Message.Builder

Overrides:

addRepeatedField in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<SaverDef.Builder>

mergeFrom

public SaverDef.Builder mergeFrom(org.nd4j.shade.protobuf.Message other)

Specified by:

mergeFrom in interface org.nd4j.shade.protobuf.Message.Builder

Overrides:

mergeFrom in class org.nd4j.shade.protobuf.AbstractMessage.Builder<SaverDef.Builder>

mergeFrom

public SaverDef.Builder mergeFrom(SaverDef other)

isInitialized

public final boolean isInitialized()

Specified by:

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

Overrides:

isInitialized in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<SaverDef.Builder>

mergeFrom

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

Specified by:

mergeFrom in interface org.nd4j.shade.protobuf.Message.Builder

Specified by:

mergeFrom in interface org.nd4j.shade.protobuf.MessageLite.Builder

Overrides:

mergeFrom in class org.nd4j.shade.protobuf.AbstractMessage.Builder<SaverDef.Builder>

Throws:

IOException

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

setFilenameTensorName

public SaverDef.Builder setFilenameTensorName(String value)

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

string filename_tensor_name = 1;

clearFilenameTensorName

public SaverDef.Builder clearFilenameTensorName()

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

string filename_tensor_name = 1;

setFilenameTensorNameBytes

public SaverDef.Builder setFilenameTensorNameBytes(org.nd4j.shade.protobuf.ByteString value)

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

string filename_tensor_name = 1;

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

setSaveTensorName

public SaverDef.Builder setSaveTensorName(String value)

 The operation to run when saving a model checkpoint.
 

string save_tensor_name = 2;

clearSaveTensorName

public SaverDef.Builder clearSaveTensorName()

 The operation to run when saving a model checkpoint.
 

string save_tensor_name = 2;

setSaveTensorNameBytes

public SaverDef.Builder setSaveTensorNameBytes(org.nd4j.shade.protobuf.ByteString value)

 The operation to run when saving a model checkpoint.
 

string save_tensor_name = 2;

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

setRestoreOpName

public SaverDef.Builder setRestoreOpName(String value)

 The operation to run when restoring a model checkpoint.
 

string restore_op_name = 3;

clearRestoreOpName

public SaverDef.Builder clearRestoreOpName()

 The operation to run when restoring a model checkpoint.
 

string restore_op_name = 3;

setRestoreOpNameBytes

public SaverDef.Builder setRestoreOpNameBytes(org.nd4j.shade.protobuf.ByteString value)

 The operation to run when restoring a model checkpoint.
 

string restore_op_name = 3;

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

setMaxToKeep

public SaverDef.Builder setMaxToKeep(int value)

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

int32 max_to_keep = 4;

clearMaxToKeep

public SaverDef.Builder clearMaxToKeep()

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

int32 max_to_keep = 4;

getSharded

public boolean getSharded()

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

bool sharded = 5;

Specified by:

getSharded in interface SaverDefOrBuilder

setSharded

public SaverDef.Builder setSharded(boolean value)

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

bool sharded = 5;

clearSharded

public SaverDef.Builder clearSharded()

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

bool sharded = 5;

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

setKeepCheckpointEveryNHours

public SaverDef.Builder setKeepCheckpointEveryNHours(float value)

 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;

clearKeepCheckpointEveryNHours

public SaverDef.Builder clearKeepCheckpointEveryNHours()

 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;

getVersionValue

public int getVersionValue()

.tensorflow.SaverDef.CheckpointFormatVersion version = 7;

Specified by:

getVersionValue in interface SaverDefOrBuilder

setVersionValue

public SaverDef.Builder setVersionValue(int value)

.tensorflow.SaverDef.CheckpointFormatVersion version = 7;

getVersion

public SaverDef.CheckpointFormatVersion getVersion()

.tensorflow.SaverDef.CheckpointFormatVersion version = 7;

Specified by:

getVersion in interface SaverDefOrBuilder

setVersion

public SaverDef.Builder setVersion(SaverDef.CheckpointFormatVersion value)

.tensorflow.SaverDef.CheckpointFormatVersion version = 7;

clearVersion

public SaverDef.Builder clearVersion()

.tensorflow.SaverDef.CheckpointFormatVersion version = 7;

setUnknownFields

public final SaverDef.Builder setUnknownFields(org.nd4j.shade.protobuf.UnknownFieldSet unknownFields)

Specified by:

setUnknownFields in interface org.nd4j.shade.protobuf.Message.Builder

Overrides:

setUnknownFields in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<SaverDef.Builder>

mergeUnknownFields

public final SaverDef.Builder mergeUnknownFields(org.nd4j.shade.protobuf.UnknownFieldSet unknownFields)

Specified by:

mergeUnknownFields in interface org.nd4j.shade.protobuf.Message.Builder

Overrides:

mergeUnknownFields in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<SaverDef.Builder>