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
StructuredValue
StructuredValue.Builder
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
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
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
final static com.google.protobuf.Descriptors.Descriptor
com.google.protobuf.Descriptors.Descriptor
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
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
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