כיתה גמר ציבורית 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
מסוג Protobuf.StructuredValue כיתות מקוננות
מַחלָקָה | 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. | |
enum | StructuredValue.KindCase |
קבועים
שיטות ציבוריות
בוליאני | שווה (Object obj) |
בוליאני | getBoolValue () Represents a boolean value. |
BoundedTensorSpecProto | getBoundedTensorSpecValue () Represents a value for tf.BoundedTensorSpec. |
BoundedTensorSpecProtoOrBuilder | getBoundedTensorSpecValueOrBuilder () Represents a value for tf.BoundedTensorSpec. |
סטטי StructuredValue | |
StructuredValue | |
final static com.google.protobuf.Descriptors.Descriptor | |
DictValue | getDictValue () Represents a dict `Value`. |
DictValueOrBuilder | getDictValueOrBuilder () Represents a dict `Value`. |
לְהַכפִּיל | getFloat64Value () Represents a double-precision floating-point value (a Python `float`). |
אָרוֹך | getInt64Value () Represents a signed integer value, limited to 64 bits. |
StructuredValue.KindCase | getKindCase () |
ListValue | getListValue () Represents a list of `Value`. |
ListValueOrBuilder | getListValueOrBuilder () Represents a list of `Value`. |
NamedTupleValue | getNamedTupleValue () Represents Python's namedtuple. |
בשם TupleValueOrBuilder | getNamedTupleValueOrBuilder () Represents Python's namedtuple. |
NoneValue | getNoneValue () Represents None. |
NoneValueOrBuilder | getNoneValueOrBuilder () Represents None. |
int | |
חוּט | 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. |
TensorShapeProtoOrBuilder | getTensorShapeValueOrBuilder () Represents a TensorShape. |
TensorSpecProto | getTensorSpecValue () Represents a value for tf.TensorSpec. |
TensorSpecProtoOrBuilder | getTensorSpecValueOrBuilder () Represents a value for tf.TensorSpec. |
TupleValue | getTupleValue () 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 | |
בוליאני | hasBoundedTensorSpecValue () Represents a value for tf.BoundedTensorSpec. |
בוליאני | hasDictValue () Represents a dict `Value`. |
בוליאני | hasListValue () Represents a list of `Value`. |
בוליאני | hasNamedTupleValue () Represents Python's namedtuple. |
בוליאני | hasNoneValue () Represents None. |
בוליאני | hasTensorShapeValue () Represents a TensorShape. |
בוליאני | hasTensorSpecValue () Represents a value for tf.TensorSpec. |
בוליאני | hasTupleValue () Represents a tuple of `Value`. |
בוליאני | hasTypeSpecValue () Represents a value for tf.TypeSpec. |
int | hashcode () |
בוליאנית סופית | |
סטטי StructuredValue.Builder | newBuilder (אב טיפוס StructuredValue ) |
סטטי StructuredValue.Builder | newBuilder () |
StructuredValue.Builder | |
סטטי StructuredValue | parseDelimitedFrom (קלט InputStream) |
סטטי StructuredValue | parseDelimitedFrom (קלט InputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
סטטי StructuredValue | parseFrom (נתוני ByteBuffer, com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
סטטי StructuredValue | parseFrom (קלט com.google.protobuf.CodedInputStream) |
סטטי StructuredValue | parseFrom (נתוני byte[], com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
סטטי StructuredValue | parseFrom (נתוני ByteBuffer) |
סטטי StructuredValue | parseFrom (קלט com.google.protobuf.CodedInputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
סטטי StructuredValue | parseFrom (נתוני com.google.protobuf.ByteString) |
סטטי StructuredValue | parseFrom (קלט InputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
סטטי StructuredValue | parseFrom (נתוני com.google.protobuf.ByteString, com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
סטָטִי | מנתח () |
StructuredValue.Builder | toBuilder () |
בָּטֵל | writeTo (פלט com.google.protobuf.CodedOutputStream) |
שיטות בירושה
קבועים
גמר סטטי ציבורי BOOL_VALUE_FIELD_NUMBER
ערך קבוע: 14
אינט סופי סטטי ציבורי BOUNDED_TENSOR_SPEC_VALUE_FIELD_NUMBER
ערך קבוע: 35
אינט סופי סטטי ציבורי DICT_VALUE_FIELD_NUMBER
ערך קבוע: 53
אינט סופי סטטי ציבורי FLOAT64_VALUE_FIELD_NUMBER
ערך קבוע: 11
אינט סופי סטטי ציבורי INT64_VALUE_FIELD_NUMBER
ערך קבוע: 12
אינט סופי סטטי ציבורי LIST_VALUE_FIELD_NUMBER
ערך קבוע: 51
אינט סופי סטטי ציבורי NAMED_TUPLE_VALUE_FIELD_NUMBER
ערך קבוע: 54
אינט סופי סטטי ציבורי NONE_VALUE_FIELD_NUMBER
ערך קבוע: 1
אינט סופי סטטי ציבורי STRING_VALUE_FIELD_NUMBER
ערך קבוע: 13
אינט סופי סטטי ציבורי TENSOR_DTYPE_VALUE_FIELD_NUMBER
ערך קבוע: 32
אינט סופי סטטי ציבורי TENSOR_SHAPE_VALUE_FIELD_NUMBER
ערך קבוע: 31
אינט סופי סטטי ציבורי TENSOR_SPEC_VALUE_FIELD_NUMBER
ערך קבוע: 33
אינט סופי סטטי ציבורי TUPLE_VALUE_FIELD_NUMBER
ערך קבוע: 52
אינט סופי סטטי ציבורי TYPE_SPEC_VALUE_FIELD_NUMBER
ערך קבוע: 34
שיטות ציבוריות
שווה ערך בוליאני ציבורי (Object obj)
getBoolValue בוליאני ציבורי ()
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 static final com.google.protobuf.Descriptors.Descriptor getDescriptor ()
public DictValueOrBuilder getDictValueOrBuilder ()
Represents a dict `Value`.
.tensorflow.DictValue dict_value = 53;
כפול ציבורי 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 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 NoneValueOrBuilder getNoneValueOrBuilder ()
Represents None.
.tensorflow.NoneValue none_value = 1;
פּוּמְבֵּי getParserForType ()
public int getSerializedSize ()
מחרוזת ציבורית 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;
public DataType 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;
הציבור TensorShapeProtoOrBuilder getTensorShapeValueOrBuilder ()
Represents a TensorShape.
.tensorflow.TensorShapeProto tensor_shape_value = 31;
הציבור TensorSpecProto getTensorSpecValue ()
Represents a value for tf.TensorSpec.
.tensorflow.TensorSpecProto tensor_spec_value = 33;
הציבור 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 ()
בוליאני ציבורי hasBoundedTensorSpecValue ()
Represents a value for tf.BoundedTensorSpec.
.tensorflow.BoundedTensorSpecProto bounded_tensor_spec_value = 35;
יש DictValue בוליאני ציבורי ()
Represents a dict `Value`.
.tensorflow.DictValue dict_value = 53;
hasListValue בוליאני ציבורי ()
Represents a list of `Value`.
.tensorflow.ListValue list_value = 51;
בוליאני ציבורי hasNamedTupleValue ()
Represents Python's namedtuple.
.tensorflow.NamedTupleValue named_tuple_value = 54;
בוליאני ציבורי ישNoneValue ()
Represents None.
.tensorflow.NoneValue none_value = 1;
בוליאני ציבורי hasTensorShapeValue ()
Represents a TensorShape.
.tensorflow.TensorShapeProto tensor_shape_value = 31;
בוליאני ציבורי hasTensorSpecValue ()
Represents a value for tf.TensorSpec.
.tensorflow.TensorSpecProto tensor_spec_value = 33;
בוליאני ציבורי hasTupleValue ()
Represents a tuple of `Value`.
.tensorflow.TupleValue tuple_value = 52;
hasTypeSpecValue בוליאני ציבורי ()
Represents a value for tf.TypeSpec.
.tensorflow.TypeSpecProto type_spec_value = 34;
public int hashCode ()
בוליאני הסופי הציבורי הוא אתחול ()
public static StructuredValue parseDelimitedFrom (קלט InputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
זורק
IOException |
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public static StructuredValue parseFrom (נתוני ByteBuffer, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
זורק
InvalidProtocolBufferException |
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public static StructuredValue parseFrom (נתוני byte[], com.google.protobuf.ExtensionRegistryLite extensionRegistry)
זורק
InvalidProtocolBufferException |
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public static StructuredValue parseFrom (קלט com.google.protobuf.CodedInputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
זורק
IOException |
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public static StructuredValue parseFrom (נתוני com.google.protobuf.ByteString)
זורק
InvalidProtocolBufferException |
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public static StructuredValue parseFrom (קלט InputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
זורק
IOException |
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public static StructuredValue parseFrom (נתוני com.google.protobuf.ByteString, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
זורק
InvalidProtocolBufferException |
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סטטי ציבורי מנתח ()
public void writeTo (פלט com.google.protobuf.CodedOutputStream)
זורק
IOException |
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