Class Tensor (1.32.0)

Version 1.32.0

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Tensor(mapping=None, *, ignore_unknown_fields=False, **kwargs)

A tensor value type.

Attributes
Name	Description
dtype	google.cloud.aiplatform_v1beta1.types.Tensor.DataType The data type of tensor.
shape	MutableSequence[int] Shape of the tensor.
bool_val	MutableSequence[bool] Type specific representations that make it easy to create tensor protos in all languages. Only the representation corresponding to "dtype" can be set. The values hold the flattened representation of the tensor in row major order. BOOL][google.aiplatform.master.Tensor.DataType.BOOL]
string_val	MutableSequence[str] STRING][google.aiplatform.master.Tensor.DataType.STRING]
bytes_val	MutableSequence[bytes] STRING][google.aiplatform.master.Tensor.DataType.STRING]
float_val	MutableSequence[float] FLOAT][google.aiplatform.master.Tensor.DataType.FLOAT]
double_val	MutableSequence[float] DOUBLE][google.aiplatform.master.Tensor.DataType.DOUBLE]
int_val	MutableSequence[int] INT_8][google.aiplatform.master.Tensor.DataType.INT8] INT_16][google.aiplatform.master.Tensor.DataType.INT16] INT_32][google.aiplatform.master.Tensor.DataType.INT32]
int64_val	MutableSequence[int] INT64][google.aiplatform.master.Tensor.DataType.INT64]
uint_val	MutableSequence[int] UINT8][google.aiplatform.master.Tensor.DataType.UINT8] UINT16][google.aiplatform.master.Tensor.DataType.UINT16] UINT32][google.aiplatform.master.Tensor.DataType.UINT32]
uint64_val	MutableSequence[int] UINT64][google.aiplatform.master.Tensor.DataType.UINT64]
list_val	MutableSequence[google.cloud.aiplatform_v1beta1.types.Tensor] A list of tensor values.
struct_val	MutableMapping[str, google.cloud.aiplatform_v1beta1.types.Tensor] A map of string to tensor.
tensor_val	bytes Serialized raw tensor content.

Classes

DataType

DataType(value)

Data type of the tensor.

Values: DATA_TYPE_UNSPECIFIED (0): Not a legal value for DataType. Used to indicate a DataType field has not been set. BOOL (1): Data types that all computation devices are expected to be capable to support. STRING (2): No description available. FLOAT (3): No description available. DOUBLE (4): No description available. INT8 (5): No description available. INT16 (6): No description available. INT32 (7): No description available. INT64 (8): No description available. UINT8 (9): No description available. UINT16 (10): No description available. UINT32 (11): No description available. UINT64 (12): No description available.

StructValEntry

StructValEntry(mapping=None, *, ignore_unknown_fields=False, **kwargs)

The abstract base class for a message.

Parameters
Name	Description
kwargs	dict Keys and values corresponding to the fields of the message.
mapping	Union[dict, .Message] A dictionary or message to be used to determine the values for this message.
ignore_unknown_fields	Optional(bool) If True, do not raise errors for unknown fields. Only applied if mapping is a mapping type or there are keyword parameters.