VariableDef

public final class VariableDef

 Protocol buffer representing a Variable.
 

Protobuf type tensorflow.VariableDef

Nested Classes

class

VariableDef.Builder

Protocol buffer representing a Variable.

Constants

int	AGGREGATION_FIELD_NUMBER
int	INITIALIZER_NAME_FIELD_NUMBER
int	INITIAL_VALUE_NAME_FIELD_NUMBER
int	IS_RESOURCE_FIELD_NUMBER
int	SAVE_SLICE_INFO_DEF_FIELD_NUMBER
int	SNAPSHOT_NAME_FIELD_NUMBER
int	SYNCHRONIZATION_FIELD_NUMBER
int	TRAINABLE_FIELD_NUMBER
int	VARIABLE_NAME_FIELD_NUMBER

Public Methods

boolean	equals(Object obj)
VariableAggregation	getAggregation() Indicates how a distributed variable will be aggregated.
int	getAggregationValue() Indicates how a distributed variable will be aggregated.
static VariableDef	getDefaultInstance()
VariableDef	getDefaultInstanceForType()
final static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
String	getInitialValueName() Name of the tensor holding the variable's initial value.
com.google.protobuf.ByteString	getInitialValueNameBytes() Name of the tensor holding the variable's initial value.
String	getInitializerName() Name of the initializer op.
com.google.protobuf.ByteString	getInitializerNameBytes() Name of the initializer op.
boolean	getIsResource() Whether to represent this as a ResourceVariable.
	getParserForType()
SaveSliceInfoDef	getSaveSliceInfoDef() Support for saving variables as slices of a larger variable.
SaveSliceInfoDefOrBuilder	getSaveSliceInfoDefOrBuilder() Support for saving variables as slices of a larger variable.
int	getSerializedSize()
String	getSnapshotName() Name of the snapshot tensor.
com.google.protobuf.ByteString	getSnapshotNameBytes() Name of the snapshot tensor.
VariableSynchronization	getSynchronization() Indicates when a distributed variable will be synced.
int	getSynchronizationValue() Indicates when a distributed variable will be synced.
boolean	getTrainable() Whether this variable should be trained.
final com.google.protobuf.UnknownFieldSet	getUnknownFields()
String	getVariableName() Name of the variable tensor.
com.google.protobuf.ByteString	getVariableNameBytes() Name of the variable tensor.
boolean	hasSaveSliceInfoDef() Support for saving variables as slices of a larger variable.
int	hashCode()
final boolean	isInitialized()
static VariableDef.Builder	newBuilder(VariableDef prototype)
static VariableDef.Builder	newBuilder()
VariableDef.Builder	newBuilderForType()
static VariableDef	parseDelimitedFrom(InputStream input)
static VariableDef	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static VariableDef	parseFrom(ByteBuffer data)
static VariableDef	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static VariableDef	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static VariableDef	parseFrom(com.google.protobuf.CodedInputStream input)
static VariableDef	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static VariableDef	parseFrom(com.google.protobuf.ByteString data)
static VariableDef	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static VariableDef	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static	parser()
VariableDef.Builder	toBuilder()
void	writeTo(com.google.protobuf.CodedOutputStream output)

Inherited Methods

From class java.lang.Object

boolean	equals(Object arg0)
final Class<?>	getClass()
int	hashCode()
final void	notify()
final void	notifyAll()
String	toString()
final void	wait(long arg0, int arg1)
final void	wait(long arg0)
final void	wait()

From interface org.tensorflow.proto.framework.VariableDefOrBuilder

abstract VariableAggregation	getAggregation() Indicates how a distributed variable will be aggregated.
abstract int	getAggregationValue() Indicates how a distributed variable will be aggregated.
abstract String	getInitialValueName() Name of the tensor holding the variable's initial value.
abstract com.google.protobuf.ByteString	getInitialValueNameBytes() Name of the tensor holding the variable's initial value.
abstract String	getInitializerName() Name of the initializer op.
abstract com.google.protobuf.ByteString	getInitializerNameBytes() Name of the initializer op.
abstract boolean	getIsResource() Whether to represent this as a ResourceVariable.
abstract SaveSliceInfoDef	getSaveSliceInfoDef() Support for saving variables as slices of a larger variable.
abstract SaveSliceInfoDefOrBuilder	getSaveSliceInfoDefOrBuilder() Support for saving variables as slices of a larger variable.
abstract String	getSnapshotName() Name of the snapshot tensor.
abstract com.google.protobuf.ByteString	getSnapshotNameBytes() Name of the snapshot tensor.
abstract VariableSynchronization	getSynchronization() Indicates when a distributed variable will be synced.
abstract int	getSynchronizationValue() Indicates when a distributed variable will be synced.
abstract boolean	getTrainable() Whether this variable should be trained.
abstract String	getVariableName() Name of the variable tensor.
abstract com.google.protobuf.ByteString	getVariableNameBytes() Name of the variable tensor.
abstract boolean	hasSaveSliceInfoDef() Support for saving variables as slices of a larger variable.

Constants

public static final int AGGREGATION_FIELD_NUMBER

Constant Value: 9

public static final int INITIALIZER_NAME_FIELD_NUMBER

Constant Value: 2

public static final int INITIAL_VALUE_NAME_FIELD_NUMBER

Constant Value: 6

public static final int IS_RESOURCE_FIELD_NUMBER

Constant Value: 5

public static final int SAVE_SLICE_INFO_DEF_FIELD_NUMBER

Constant Value: 4

public static final int SNAPSHOT_NAME_FIELD_NUMBER

Constant Value: 3

public static final int SYNCHRONIZATION_FIELD_NUMBER

Constant Value: 8

public static final int TRAINABLE_FIELD_NUMBER

Constant Value: 7

public static final int VARIABLE_NAME_FIELD_NUMBER

Constant Value: 1

Public Methods

public boolean equals (Object obj)

public VariableAggregation getAggregation ()

 Indicates how a distributed variable will be aggregated.
 

.tensorflow.VariableAggregation aggregation = 9;

public int getAggregationValue ()

 Indicates how a distributed variable will be aggregated.
 

.tensorflow.VariableAggregation aggregation = 9;

public static VariableDef getDefaultInstance ()

public VariableDef getDefaultInstanceForType ()

public static final com.google.protobuf.Descriptors.Descriptor getDescriptor ()

public String getInitialValueName ()

 Name of the tensor holding the variable's initial value.
 

string initial_value_name = 6;

public com.google.protobuf.ByteString getInitialValueNameBytes ()

 Name of the tensor holding the variable's initial value.
 

string initial_value_name = 6;

public String getInitializerName ()

 Name of the initializer op.
 

string initializer_name = 2;

public com.google.protobuf.ByteString getInitializerNameBytes ()

 Name of the initializer op.
 

string initializer_name = 2;

public boolean getIsResource ()

 Whether to represent this as a ResourceVariable.
 

bool is_resource = 5;

public getParserForType ()

public SaveSliceInfoDef getSaveSliceInfoDef ()

 Support for saving variables as slices of a larger variable.
 

.tensorflow.SaveSliceInfoDef save_slice_info_def = 4;

public SaveSliceInfoDefOrBuilder getSaveSliceInfoDefOrBuilder ()

 Support for saving variables as slices of a larger variable.
 

.tensorflow.SaveSliceInfoDef save_slice_info_def = 4;

public int getSerializedSize ()

public String getSnapshotName ()

 Name of the snapshot tensor.
 

string snapshot_name = 3;

public com.google.protobuf.ByteString getSnapshotNameBytes ()

 Name of the snapshot tensor.
 

string snapshot_name = 3;

public VariableSynchronization getSynchronization ()

 Indicates when a distributed variable will be synced.
 

.tensorflow.VariableSynchronization synchronization = 8;

public int getSynchronizationValue ()

 Indicates when a distributed variable will be synced.
 

.tensorflow.VariableSynchronization synchronization = 8;

public boolean getTrainable ()

 Whether this variable should be trained.
 

bool trainable = 7;

public final com.google.protobuf.UnknownFieldSet getUnknownFields ()

public String getVariableName ()

 Name of the variable tensor.
 

string variable_name = 1;

public com.google.protobuf.ByteString getVariableNameBytes ()

 Name of the variable tensor.
 

string variable_name = 1;

public boolean hasSaveSliceInfoDef ()

 Support for saving variables as slices of a larger variable.
 

.tensorflow.SaveSliceInfoDef save_slice_info_def = 4;

public int hashCode ()

public final boolean isInitialized ()

public static VariableDef.Builder newBuilder (VariableDef prototype)

public static VariableDef.Builder newBuilder ()

public VariableDef.Builder newBuilderForType ()

public static VariableDef parseDelimitedFrom (InputStream input)

Throws

IOException

public static VariableDef parseDelimitedFrom (InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Throws

IOException

public static VariableDef parseFrom (ByteBuffer data)

Throws

InvalidProtocolBufferException

public static VariableDef parseFrom (com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Throws

IOException

public static VariableDef parseFrom (ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Throws

InvalidProtocolBufferException

public static VariableDef parseFrom (com.google.protobuf.CodedInputStream input)

Throws

IOException

public static VariableDef parseFrom (byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Throws

InvalidProtocolBufferException

public static VariableDef parseFrom (com.google.protobuf.ByteString data)

Throws

InvalidProtocolBufferException

public static VariableDef parseFrom (InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Throws

IOException

public static VariableDef parseFrom (com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Throws

InvalidProtocolBufferException

public static parser ()

public VariableDef.Builder toBuilder ()

public void writeTo (com.google.protobuf.CodedOutputStream output)

Throws

IOException