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Tensor(mapping=None, *, ignore_unknown_fields=False, **kwargs)
A tensor value type.
Attributes |
|
---|---|
Name | Description |
dtype |
google.cloud.aiplatform_v1.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_v1.types.Tensor]
A list of tensor values. |
struct_val |
MutableMapping[str, google.cloud.aiplatform_v1.types.Tensor]
A map of string to tensor. |
tensor_val |
bytes
Serialized raw tensor content. |
Classes
DataType
DataType(value)
Data type of the tensor.
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,
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 |
Methods
Tensor
Tensor(mapping=None, *, ignore_unknown_fields=False, **kwargs)
A tensor value type.