Class TensorByte

Represents data in a multidimensional array-like structure.

Ownership and lifetime:

  • Disposed needs to be called on the main thread.
  • Ownership is always to the owner of the object.

Data Representation:

  • TensorShape represents the data layout of the tensor
  • Data is held by a tensorData (ITensorData) which can be on a given backend
  • Data is stored in a flattened row major format
  • Data can be pending (ie computation is being done in parallel)
    • call CompleteAllPendingOperations for a blocking call to finish computing the tensor's data
    • call CompleteOperationsAndDownloadAsync/ReadbackRequest for a non blocking call to finish computing the tensor's data Data can be in a non readable type (GPU/NPU)
    • Call CompleteOperationsAndDownload to make the tensor readable (this will fetch the data on the backend and convert it to a readable format)
    • CompleteOperationsAndDownload is a blocking call if called on its own. for a non blocking call, make sure that CompleteOperationsAndDownloadAsync/ReadbackRequest have been called previously you can check that with IsReadbackRequestDone

Data manipulation

  • ToReadOnlyArray returns a copy of the tensor's data
  • dataOnBackend can be manipulated directly to avoid a unnecessary copy see ComputeTensorData/BurstTensorData for info
Inheritance
object
Tensor
TensorByte
Implements
Inherited Members
Namespace: Unity.Sentis
Assembly: Unity.Sentis.dll
Syntax
public class TensorByte : Tensor, IDisposable

Properties

count

The length of the tensor.

Declaration
public override int count { get; }
Property Value
Type Description
int
Overrides

dataType

The data type of the elements of the tensor.

Declaration
public override DataType dataType { get; }
Property Value
Type Description
DataType
Overrides

Methods

AllocZeros(TensorShape)

Initializes and returns a tensor with the specified shape and filled with 0.

Declaration
public static TensorByte AllocZeros(TensorShape shape)
Parameters
Type Name Description
TensorShape shape

The shape of the tensor.
Returns
Type Description
TensorByte

The instantiated zero tensor.

UploadToDevice(ITensorData)

Uploads the tensor data to the destination data location on device.

Declaration
public override void UploadToDevice(ITensorData destination)
Parameters
Type Name Description
ITensorData destination

The data on device to upload the tensor data to.
Overrides

Implements

Extension Methods