org.tensorflow.framework

Interface VariableDefOrBuilder

All Superinterfaces:

com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder

All Known Implementing Classes:

VariableDef, VariableDef.Builder

public interface VariableDefOrBuilder
extends com.google.protobuf.MessageOrBuilder

Method Summary

Modifier and Type	Method and Description
VariableAggregation	getAggregation() Indicates how a distributed variable will be aggregated.
int	getAggregationValue() Indicates how a distributed variable will be aggregated.
String	getInitializerName() Name of the initializer op.
com.google.protobuf.ByteString	getInitializerNameBytes() Name of the initializer op.
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.
boolean	getIsResource() Whether to represent this as a ResourceVariable.
SaveSliceInfoDef	getSaveSliceInfoDef() Support for saving variables as slices of a larger variable.
SaveSliceInfoDefOrBuilder	getSaveSliceInfoDefOrBuilder() Support for saving variables as slices of a larger variable.
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.
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.

Methods inherited from interface com.google.protobuf.MessageOrBuilder

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

Methods inherited from interface com.google.protobuf.MessageLiteOrBuilder

isInitialized

Method Detail

getVariableName

String getVariableName()

 Name of the variable tensor.
 

string variable_name = 1;

getVariableNameBytes

com.google.protobuf.ByteString getVariableNameBytes()

 Name of the variable tensor.
 

string variable_name = 1;

getInitialValueName

String getInitialValueName()

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

string initial_value_name = 6;

getInitialValueNameBytes

com.google.protobuf.ByteString getInitialValueNameBytes()

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

string initial_value_name = 6;

getInitializerName

String getInitializerName()

 Name of the initializer op.
 

string initializer_name = 2;

getInitializerNameBytes

com.google.protobuf.ByteString getInitializerNameBytes()

 Name of the initializer op.
 

string initializer_name = 2;

getSnapshotName

String getSnapshotName()

 Name of the snapshot tensor.
 

string snapshot_name = 3;

getSnapshotNameBytes

com.google.protobuf.ByteString getSnapshotNameBytes()

 Name of the snapshot tensor.
 

string snapshot_name = 3;

hasSaveSliceInfoDef

boolean hasSaveSliceInfoDef()

 Support for saving variables as slices of a larger variable.
 

.tensorflow.SaveSliceInfoDef save_slice_info_def = 4;

getSaveSliceInfoDef

SaveSliceInfoDef getSaveSliceInfoDef()

 Support for saving variables as slices of a larger variable.
 

.tensorflow.SaveSliceInfoDef save_slice_info_def = 4;

getSaveSliceInfoDefOrBuilder

SaveSliceInfoDefOrBuilder getSaveSliceInfoDefOrBuilder()

 Support for saving variables as slices of a larger variable.
 

.tensorflow.SaveSliceInfoDef save_slice_info_def = 4;

getIsResource

boolean getIsResource()

 Whether to represent this as a ResourceVariable.
 

bool is_resource = 5;

getTrainable

boolean getTrainable()

 Whether this variable should be trained.
 

bool trainable = 7;

getSynchronizationValue

int getSynchronizationValue()

 Indicates when a distributed variable will be synced.
 

.tensorflow.VariableSynchronization synchronization = 8;

getSynchronization

VariableSynchronization getSynchronization()

 Indicates when a distributed variable will be synced.
 

.tensorflow.VariableSynchronization synchronization = 8;

getAggregationValue

int getAggregationValue()

 Indicates how a distributed variable will be aggregated.
 

.tensorflow.VariableAggregation aggregation = 9;

getAggregation

VariableAggregation getAggregation()

 Indicates how a distributed variable will be aggregated.
 

.tensorflow.VariableAggregation aggregation = 9;