StructuredValue.Builder

public static final class StructuredValue.Builder

 `StructuredValue` represents a dynamically typed value representing various
 data structures that are inspired by Python data structures typically used in
 TensorFlow functions as inputs and outputs.
 For example when saving a Layer there may be a `training` argument. If the
 user passes a boolean True/False, that switches between two concrete
 TensorFlow functions. In order to switch between them in the same way after
 loading the SavedModel, we need to represent "True" and "False".
 A more advanced example might be a function which takes a list of
 dictionaries mapping from strings to Tensors. In order to map from
 user-specified arguments `[{"a": tf.constant(1.)}, {"q": tf.constant(3.)}]`
 after load to the right saved TensorFlow function, we need to represent the
 nested structure and the strings, recording that we have a trace for anything
 matching `[{"a": tf.TensorSpec(None, tf.float32)}, {"q": tf.TensorSpec([],
 tf.float64)}]` as an example.
 Likewise functions may return nested structures of Tensors, for example
 returning a dictionary mapping from strings to Tensors. In order for the
 loaded function to return the same structure we need to serialize it.
 This is an ergonomic aid for working with loaded SavedModels, not a promise
 to serialize all possible function signatures. For example we do not expect
 to pickle generic Python objects, and ideally we'd stay language-agnostic.

Protobuf type


       tensorflow.StructuredValue

Public Methods

StructuredValue.Builder	addRepeatedField (com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
StructuredValue	build ()
StructuredValue	buildPartial ()
StructuredValue.Builder	clear ()
StructuredValue.Builder	clearBoolValue () Represents a boolean value.
StructuredValue.Builder	clearBoundedTensorSpecValue () Represents a value for tf.BoundedTensorSpec.
StructuredValue.Builder	clearDictValue () Represents a dict `Value`.
StructuredValue.Builder	clearField (com.google.protobuf.Descriptors.FieldDescriptor field)
StructuredValue.Builder	clearFloat64Value () Represents a double-precision floating-point value (a Python `float`).
StructuredValue.Builder	clearInt64Value () Represents a signed integer value, limited to 64 bits.
StructuredValue.Builder	clearKind ()
StructuredValue.Builder	clearListValue () Represents a list of `Value`.
StructuredValue.Builder	clearNamedTupleValue () Represents Python's namedtuple.
StructuredValue.Builder	clearNoneValue () Represents None.
StructuredValue.Builder	clearOneof (com.google.protobuf.Descriptors.OneofDescriptor oneof)
StructuredValue.Builder	clearStringValue () Represents a string of Unicode characters stored in a Python `str`.
StructuredValue.Builder	clearTensorDtypeValue () Represents an enum value for dtype.
StructuredValue.Builder	clearTensorShapeValue () Represents a TensorShape.
StructuredValue.Builder	clearTensorSpecValue () Represents a value for tf.TensorSpec.
StructuredValue.Builder	clearTupleValue () Represents a tuple of `Value`.
StructuredValue.Builder	clearTypeSpecValue () Represents a value for tf.TypeSpec.
StructuredValue.Builder	clone ()
boolean	getBoolValue () Represents a boolean value.
BoundedTensorSpecProto	getBoundedTensorSpecValue () Represents a value for tf.BoundedTensorSpec.
BoundedTensorSpecProto.Builder	getBoundedTensorSpecValueBuilder () Represents a value for tf.BoundedTensorSpec.
BoundedTensorSpecProtoOrBuilder	getBoundedTensorSpecValueOrBuilder () Represents a value for tf.BoundedTensorSpec.
StructuredValue	getDefaultInstanceForType ()
final static com.google.protobuf.Descriptors.Descriptor	getDescriptor ()
com.google.protobuf.Descriptors.Descriptor	getDescriptorForType ()
DictValue	getDictValue () Represents a dict `Value`.
DictValue.Builder	getDictValueBuilder () Represents a dict `Value`.
DictValueOrBuilder	getDictValueOrBuilder () Represents a dict `Value`.
double	getFloat64Value () Represents a double-precision floating-point value (a Python `float`).
long	getInt64Value () Represents a signed integer value, limited to 64 bits.
StructuredValue.KindCase	getKindCase ()
ListValue	getListValue () Represents a list of `Value`.
ListValue.Builder	getListValueBuilder () Represents a list of `Value`.
ListValueOrBuilder	getListValueOrBuilder () Represents a list of `Value`.
NamedTupleValue	getNamedTupleValue () Represents Python's namedtuple.
NamedTupleValue.Builder	getNamedTupleValueBuilder () Represents Python's namedtuple.
NamedTupleValueOrBuilder	getNamedTupleValueOrBuilder () Represents Python's namedtuple.
NoneValue	getNoneValue () Represents None.
NoneValue.Builder	getNoneValueBuilder () Represents None.
NoneValueOrBuilder	getNoneValueOrBuilder () Represents None.
String	getStringValue () Represents a string of Unicode characters stored in a Python `str`.
com.google.protobuf.ByteString	getStringValueBytes () Represents a string of Unicode characters stored in a Python `str`.
DataType	getTensorDtypeValue () Represents an enum value for dtype.
int	getTensorDtypeValueValue () Represents an enum value for dtype.
TensorShapeProto	getTensorShapeValue () Represents a TensorShape.
TensorShapeProto.Builder	getTensorShapeValueBuilder () Represents a TensorShape.
TensorShapeProtoOrBuilder	getTensorShapeValueOrBuilder () Represents a TensorShape.
TensorSpecProto	getTensorSpecValue () Represents a value for tf.TensorSpec.
TensorSpecProto.Builder	getTensorSpecValueBuilder () Represents a value for tf.TensorSpec.
TensorSpecProtoOrBuilder	getTensorSpecValueOrBuilder () Represents a value for tf.TensorSpec.
TupleValue	getTupleValue () Represents a tuple of `Value`.
TupleValue.Builder	getTupleValueBuilder () Represents a tuple of `Value`.
TupleValueOrBuilder	getTupleValueOrBuilder () Represents a tuple of `Value`.
TypeSpecProto	getTypeSpecValue () Represents a value for tf.TypeSpec.
TypeSpecProto.Builder	getTypeSpecValueBuilder () Represents a value for tf.TypeSpec.
TypeSpecProtoOrBuilder	getTypeSpecValueOrBuilder () Represents a value for tf.TypeSpec.
boolean	hasBoundedTensorSpecValue () Represents a value for tf.BoundedTensorSpec.
boolean	hasDictValue () Represents a dict `Value`.
boolean	hasListValue () Represents a list of `Value`.
boolean	hasNamedTupleValue () Represents Python's namedtuple.
boolean	hasNoneValue () Represents None.
boolean	hasTensorShapeValue () Represents a TensorShape.
boolean	hasTensorSpecValue () Represents a value for tf.TensorSpec.
boolean	hasTupleValue () Represents a tuple of `Value`.
boolean	hasTypeSpecValue () Represents a value for tf.TypeSpec.
final boolean	isInitialized ()
StructuredValue.Builder	mergeBoundedTensorSpecValue ( BoundedTensorSpecProto value) Represents a value for tf.BoundedTensorSpec.
StructuredValue.Builder	mergeDictValue ( DictValue value) Represents a dict `Value`.
StructuredValue.Builder	mergeFrom (com.google.protobuf.Message other)
StructuredValue.Builder	mergeFrom (com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
StructuredValue.Builder	mergeListValue ( ListValue value) Represents a list of `Value`.
StructuredValue.Builder	mergeNamedTupleValue ( NamedTupleValue value) Represents Python's namedtuple.
StructuredValue.Builder	mergeNoneValue ( NoneValue value) Represents None.
StructuredValue.Builder	mergeTensorShapeValue ( TensorShapeProto value) Represents a TensorShape.
StructuredValue.Builder	mergeTensorSpecValue ( TensorSpecProto value) Represents a value for tf.TensorSpec.
StructuredValue.Builder	mergeTupleValue ( TupleValue value) Represents a tuple of `Value`.
StructuredValue.Builder	mergeTypeSpecValue ( TypeSpecProto value) Represents a value for tf.TypeSpec.
final StructuredValue.Builder	mergeUnknownFields (com.google.protobuf.UnknownFieldSet unknownFields)
StructuredValue.Builder	setBoolValue (boolean value) Represents a boolean value.
StructuredValue.Builder	setBoundedTensorSpecValue ( BoundedTensorSpecProto value) Represents a value for tf.BoundedTensorSpec.
StructuredValue.Builder	setBoundedTensorSpecValue ( BoundedTensorSpecProto.Builder builderForValue) Represents a value for tf.BoundedTensorSpec.
StructuredValue.Builder	setDictValue ( DictValue.Builder builderForValue) Represents a dict `Value`.
StructuredValue.Builder	setDictValue ( DictValue value) Represents a dict `Value`.
StructuredValue.Builder	setField (com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
StructuredValue.Builder	setFloat64Value (double value) Represents a double-precision floating-point value (a Python `float`).
StructuredValue.Builder	setInt64Value (long value) Represents a signed integer value, limited to 64 bits.
StructuredValue.Builder