StructuredValue

classe finale publique StructuredValue

 `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.
tensorflow.StructuredValue de type Protobuf.StructuredValue

Classes imbriquées

classe 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. 
énumération StructuredValue.KindCase

Constantes

int BOOL_VALUE_FIELD_NUMBER
int BOUNDED_TENSOR_SPEC_VALUE_FIELD_NUMBER
int DICT_VALUE_FIELD_NUMBER
int FLOAT64_VALUE_FIELD_NUMBER
int INT64_VALUE_FIELD_NUMBER
int LIST_VALUE_FIELD_NUMBER
int NAMED_TUPLE_VALUE_FIELD_NUMBER
int NONE_VALUE_FIELD_NUMBER
int STRING_VALUE_FIELD_NUMBER
int TENSOR_DTYPE_VALUE_FIELD_NUMBER
int TENSOR_SHAPE_VALUE_FIELD_NUMBER
int TENSOR_SPEC_VALUE_FIELD_NUMBER
int TUPLE_VALUE_FIELD_NUMBER
int TYPE_SPEC_VALUE_FIELD_NUMBER

Méthodes publiques

booléen
est égal (Obj objet)
booléen
getBoolValue () 
 Represents a boolean value.
BoundedTensorSpecProto
getBoundedTensorSpecValue () 
 Represents a value for tf.BoundedTensorSpec.
BoundedTensorSpecProtoOrBuilder
getBoundedTensorSpecValueOrBuilder () 
 Represents a value for tf.BoundedTensorSpec.
Valeur structurée statique
getDefaultInstance ()
Valeur structurée
getDefaultInstanceForType ()
final statique com.google.protobuf.Descriptors.Descriptor
getDescripteur ()
ValeurDict
obtenirDictValue () 
 Represents a dict `Value`.
DictValueOrBuilder
getDictValueOrBuilder () 
 Represents a dict `Value`.
double
obtenirFloat64Value () 
 Represents a double-precision floating-point value (a Python `float`).
long
getInt64Value () 
 Represents a signed integer value, limited to 64 bits.
StructuredValue.KindCase
getKindCase ()
ValeurListe
getListValue () 
 Represents a list of `Value`.
ListeValeurOuBuilder
getListValueOrBuilder () 
 Represents a list of `Value`.
ValeurNamedTuple
getNamedTupleValue () 
 Represents Python's namedtuple.
NamedTupleValueOrBuilder
getNamedTupleValueOrBuilder () 
 Represents Python's namedtuple.
AucuneValeur
getNoneValue () 
 Represents None.
AucuneValeurOuBuilder
getNoneValueOrBuilder () 
 Represents None.
getParserForType ()
int
getSerializedSize ()
Chaîne
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`.
Type de données
getTensorDtypeValue () 
 Represents an enum value for dtype.
int
getTensorDtypeValueValue () 
 Represents an enum value for dtype.
TensorShapeProto
getTensorShapeValue () 
 Represents a TensorShape.
TensorShapeProtoOrBuilder
getTensorShapeValueOrBuilder () 
 Represents a TensorShape.
TensorSpecProto
getTensorSpecValue () 
 Represents a value for tf.TensorSpec.
TensorSpecProtoOrBuilder
getTensorSpecValueOrBuilder () 
 Represents a value for tf.TensorSpec.
Valeur du tuple
obtenirTupleValue () 
 Represents a tuple of `Value`.
TupleValueOrBuilder
getTupleValueOrBuilder () 
 Represents a tuple of `Value`.
TypeSpecProto
getTypeSpecValue () 
 Represents a value for tf.TypeSpec.
TypeSpecProtoOrBuilder
getTypeSpecValueOrBuilder () 
 Represents a value for tf.TypeSpec.
final com.google.protobuf.UnknownFieldSet
getUnknownFields ()
booléen
hasBoundedTensorSpecValue () 
 Represents a value for tf.BoundedTensorSpec.
booléen
hasDictValue () 
 Represents a dict `Value`.
booléen
hasListValue () 
 Represents a list of `Value`.
booléen
hasNamedTupleValue () 
 Represents Python's namedtuple.
booléen
hasNoneValue () 
 Represents None.
booléen
hasTensorShapeValue () 
 Represents a TensorShape.
booléen
hasTensorSpecValue () 
 Represents a value for tf.TensorSpec.
booléen
hasTupleValue () 
 Represents a tuple of `Value`.
booléen
hasTypeSpecValue () 
 Represents a value for tf.TypeSpec.
int
Code de hachage ()
booléen final
estInitialisé ()
StructuredValue.Builder statique
newBuilder (prototype StructuredValue )
StructuredValue.Builder statique
nouveauBuilder ()
StructuredValue.Builder
nouveauBuilderForType ()
Valeur structurée statique
parseDelimitedFrom (entrée InputStream)
Valeur structurée statique
parseDelimitedFrom (entrée InputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
Valeur structurée statique
parseFrom (données ByteBuffer, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
Valeur structurée statique
parseFrom (entrée com.google.protobuf.CodedInputStream)
Valeur structurée statique
parseFrom (données octet[], com.google.protobuf.ExtensionRegistryLite extensionRegistry)
Valeur structurée statique
parseFrom (données ByteBuffer)
Valeur structurée statique
parseFrom (entrée com.google.protobuf.CodedInputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
Valeur structurée statique
parseFrom (données com.google.protobuf.ByteString)
Valeur structurée statique
parseFrom (entrée InputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
Valeur structurée statique
parseFrom (données com.google.protobuf.ByteString, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
statique
analyseur ()
StructuredValue.Builder
toBuilder ()
vide
writeTo (sortie com.google.protobuf.CodedOutputStream)

Méthodes héritées

Constantes

public statique final int BOOL_VALUE_FIELD_NUMBER

Valeur constante : 14

public statique final int BOUNDED_TENSOR_SPEC_VALUE_FIELD_NUMBER

Valeur constante : 35

public statique final int DICT_VALUE_FIELD_NUMBER

Valeur constante : 53

public statique final int FLOAT64_VALUE_FIELD_NUMBER

Valeur constante : 11

public statique final int INT64_VALUE_FIELD_NUMBER

Valeur constante : 12

public statique final int LIST_VALUE_FIELD_NUMBER

Valeur constante : 51

public statique final int NAMED_TUPLE_VALUE_FIELD_NUMBER

Valeur constante : 54

public statique final int NONE_VALUE_FIELD_NUMBER

Valeur constante : 1

public statique final int STRING_VALUE_FIELD_NUMBER

Valeur constante : 13

public statique final int TENSOR_DTYPE_VALUE_FIELD_NUMBER

Valeur constante : 32

public statique final int TENSOR_SHAPE_VALUE_FIELD_NUMBER

Valeur constante : 31

public statique final int TENSOR_SPEC_VALUE_FIELD_NUMBER

Valeur constante : 33

public statique final int TUPLE_VALUE_FIELD_NUMBER

Valeur constante : 52

public statique final int TYPE_SPEC_VALUE_FIELD_NUMBER

Valeur constante : 34

Méthodes publiques

public booléen égal (Objet obj)

public booléen getBoolValue () 

 Represents a boolean value.
bool bool_value = 14;

public BoundedTensorSpecProto getBoundedTensorSpecValue () 

 Represents a value for tf.BoundedTensorSpec.
.tensorflow.BoundedTensorSpecProto bounded_tensor_spec_value = 35;

public BoundedTensorSpecProtoOrBuilder getBoundedTensorSpecValueOrBuilder () 

 Represents a value for tf.BoundedTensorSpec.
.tensorflow.BoundedTensorSpecProto bounded_tensor_spec_value = 35;

public statique StructuredValue getDefaultInstance ()

public StructuredValue getDefaultInstanceForType ()

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

public DictValue getDictValue () 

 Represents a dict `Value`.
.tensorflow.DictValue dict_value = 53;

public DictValueOrBuilder getDictValueOrBuilder () 

 Represents a dict `Value`.
.tensorflow.DictValue dict_value = 53;

public double getFloat64Value () 

 Represents a double-precision floating-point value (a Python `float`).
double float64_value = 11;

public long getInt64Value () 

 Represents a signed integer value, limited to 64 bits.
 Larger values from Python's arbitrary-precision integers are unsupported.
sint64 int64_value = 12;

public StructuredValue.KindCase getKindCase ()

public ListValue getListValue () 

 Represents a list of `Value`.
.tensorflow.ListValue list_value = 51;

public ListValueOrBuilder getListValueOrBuilder () 

 Represents a list of `Value`.
.tensorflow.ListValue list_value = 51;

public NamedTupleValue getNamedTupleValue () 

 Represents Python's namedtuple.
.tensorflow.NamedTupleValue named_tuple_value = 54;

public NamedTupleValueOrBuilder getNamedTupleValueOrBuilder () 

 Represents Python's namedtuple.
.tensorflow.NamedTupleValue named_tuple_value = 54;

public NoneValue getNoneValue () 

 Represents None.
.tensorflow.NoneValue none_value = 1;

public NoneValueOrBuilder getNoneValueOrBuilder () 

 Represents None.
.tensorflow.NoneValue none_value = 1;

publique getParserForType ()

public int getSerializedSize ()

chaîne publique getStringValue () 

 Represents a string of Unicode characters stored in a Python `str`.
 In Python 3, this is exactly what type `str` is.
 In Python 2, this is the UTF-8 encoding of the characters.
 For strings with ASCII characters only (as often used in TensorFlow code)
 there is effectively no difference between the language versions.
 The obsolescent `unicode` type of Python 2 is not supported here.
string string_value = 13;

public com.google.protobuf.ByteString getStringValueBytes () 

 Represents a string of Unicode characters stored in a Python `str`.
 In Python 3, this is exactly what type `str` is.
 In Python 2, this is the UTF-8 encoding of the characters.
 For strings with ASCII characters only (as often used in TensorFlow code)
 there is effectively no difference between the language versions.
 The obsolescent `unicode` type of Python 2 is not supported here.
string string_value = 13;

Type de données public getTensorDtypeValue () 

 Represents an enum value for dtype.
.tensorflow.DataType tensor_dtype_value = 32;

public int getTensorDtypeValueValue () 

 Represents an enum value for dtype.
.tensorflow.DataType tensor_dtype_value = 32;

public TensorShapeProto getTensorShapeValue () 

 Represents a TensorShape.
.tensorflow.TensorShapeProto tensor_shape_value = 31;

public TensorShapeProtoOrBuilder getTensorShapeValueOrBuilder () 

 Represents a TensorShape.
.tensorflow.TensorShapeProto tensor_shape_value = 31;

public TensorSpecProto getTensorSpecValue () 

 Represents a value for tf.TensorSpec.
.tensorflow.TensorSpecProto tensor_spec_value = 33;

public TensorSpecProtoOrBuilder getTensorSpecValueOrBuilder () 

 Represents a value for tf.TensorSpec.
.tensorflow.TensorSpecProto tensor_spec_value = 33;

public TupleValue getTupleValue () 

 Represents a tuple of `Value`.
.tensorflow.TupleValue tuple_value = 52;

public TupleValueOrBuilder getTupleValueOrBuilder () 

 Represents a tuple of `Value`.
.tensorflow.TupleValue tuple_value = 52;

public TypeSpecProto getTypeSpecValue () 

 Represents a value for tf.TypeSpec.
.tensorflow.TypeSpecProto type_spec_value = 34;

public TypeSpecProtoOrBuilder getTypeSpecValueOrBuilder () 

 Represents a value for tf.TypeSpec.
.tensorflow.TypeSpecProto type_spec_value = 34;

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

public booléen hasBoundedTensorSpecValue () 

 Represents a value for tf.BoundedTensorSpec.
.tensorflow.BoundedTensorSpecProto bounded_tensor_spec_value = 35;

public booléen hasDictValue () 

 Represents a dict `Value`.
.tensorflow.DictValue dict_value = 53;

public booléen hasListValue () 

 Represents a list of `Value`.
.tensorflow.ListValue list_value = 51;

public booléen hasNamedTupleValue () 

 Represents Python's namedtuple.
.tensorflow.NamedTupleValue named_tuple_value = 54;

public booléen hasNoneValue () 

 Represents None.
.tensorflow.NoneValue none_value = 1;

public booléen hasTensorShapeValue () 

 Represents a TensorShape.
.tensorflow.TensorShapeProto tensor_shape_value = 31;

public booléen hasTensorSpecValue () 

 Represents a value for tf.TensorSpec.
.tensorflow.TensorSpecProto tensor_spec_value = 33;

public booléen hasTupleValue () 

 Represents a tuple of `Value`.
.tensorflow.TupleValue tuple_value = 52;

public booléen hasTypeSpecValue () 

 Represents a value for tf.TypeSpec.
.tensorflow.TypeSpecProto type_spec_value = 34;

code de hachage int public ()

public final booléen isInitialized ()

public statique StructuredValue.Builder newBuilder (prototype StructuredValue )

public statique StructuredValue.Builder newBuilder ()

public StructuredValue.Builder newBuilderForType ()

public static StructuredValue parseDelimitedFrom (entrée InputStream)

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IOException

public static StructuredValue parseDelimitedFrom (entrée InputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

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IOException

public static StructuredValue parseFrom (données ByteBuffer, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

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InvalidProtocolBufferException

public statique StructuredValue parseFrom (entrée com.google.protobuf.CodedInputStream)

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IOException

public static StructuredValue parseFrom (données octet[], com.google.protobuf.ExtensionRegistryLite extensionRegistry)

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InvalidProtocolBufferException

public static StructuredValue parseFrom (données ByteBuffer)

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InvalidProtocolBufferException

public static StructuredValue parseFrom (entrée com.google.protobuf.CodedInputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

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IOException

public statique StructuredValue parseFrom (données com.google.protobuf.ByteString)

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InvalidProtocolBufferException

public static StructuredValue parseFrom (entrée InputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

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IOException

public static StructuredValue parseFrom (données com.google.protobuf.ByteString, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

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InvalidProtocolBufferException

public statique analyseur ()

public StructuredValue.Builder toBuilder ()

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

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IOException