Tensor

A tensor value type.

Fields
dtype enum (DataType)

The data type of tensor.

shape[] string (int64 format)

Shape of the tensor.

boolVal[] boolean

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

stringVal[] string

STRING

bytesVal[] string (bytes format)

STRING

A base64-encoded string.

floatVal[] number

FLOAT

doubleVal[] number

DOUBLE

intVal[] integer

INT_8 INT_16 INT_32

int64Val[] string (int64 format)

INT64

uintVal[] integer (uint32 format)

UINT8 UINT16 UINT32

uint64Val[] string

UINT64

listVal[] object (Tensor)

A list of tensor values.

structVal map (key: string, value: object (Tensor))

A map of string to tensor.

tensorVal string (bytes format)

Serialized raw tensor content.

A base64-encoded string.

JSON representation
{
  "dtype": enum (DataType),
  "shape": [
    string
  ],
  "boolVal": [
    boolean
  ],
  "stringVal": [
    string
  ],
  "bytesVal": [
    string
  ],
  "floatVal": [
    number
  ],
  "doubleVal": [
    number
  ],
  "intVal": [
    integer
  ],
  "int64Val": [
    string
  ],
  "uintVal": [
    integer
  ],
  "uint64Val": [
    string
  ],
  "listVal": [
    {
      object (Tensor)
    }
  ],
  "structVal": {
    string: {
      object (Tensor)
    },
    ...
  },
  "tensorVal": string
}

DataType

data type of the tensor.

Enums
DATA_TYPE_UNSPECIFIEDNot a legal value for datatype. Used to indicate a datatype field has not been set.
BOOLdata types that all computation devices are expected to be capable to support.
STRING
FLOAT
DOUBLE
INT8
INT16
INT32
INT64
UINT8
UINT16
UINT32
UINT64