Class Tensor

Represents data in a multidimensional array-like structure.

Inheritance

object

Tensor

TensorFloat

TensorInt

Implements

IDisposable

Inherited Members

object.Equals(object)

object.Equals(object, object)

object.ReferenceEquals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

Namespace: Unity.Sentis

Assembly: solution.dll

Syntax

public abstract class Tensor : IDisposable

Constructors

Name	Description
Tensor(TensorShape, ITensorData, ITensorAllocator)	Instantiates and returns a Tensor with the specified shape, an ITensorData data and an ITensorAllocator allocator.

Properties

Name	Description
allocator	The allocator for the tensor. Refer to ITensorAllocator.
dataType	The data type of the elements of the tensor.
shape	The shape of the tensor, as a TensorShape.
tensorOnDevice	The device-specific internal representation of the tensor data.

Methods

Name	Description
AttachToDevice(ITensorData)	Associates a tensor with the block of data on a device. Sentis downloads from source on first access. Make sure source contains initialized and valid data that represents tensor values.
CompleteAllPendingOperations()	Completes all scheduled tensor operations on device.
DeepCopy()	Returns a deep copy of the current Tensor.
DetachFromDevice(bool)	Synchronizes the tensor data with the data on the device, then remove the tensor from the device.
Dispose()	Disposes of the tensor and any associated memory.
~Tensor()	Dispose of the tensor and any associated memory.
IsReadbackRequestDone()	Checks if asynchronous readback request it done. Returns true if async readback is successful.
MakeReadable()	Blocking call to make tensor data read/write. Issues a blocking download of the internal data. And converts tensorData to ArrayTensorData
MakeReadableAsync()	Non blocking call to make tensor data read/write. Issues a non blocking download of the internal data. And converts tensorData to ArrayTensorData
ReadbackRequest(Action<bool>)	Schedules asynchronous download of the internal data.
ReadbackRequestAsync()	Schedules asynchronous download task of the internal data. Boolean indicates if async readback is successful.
ShallowCopy()	Returns a shallow copy of the current Tensor. The copy shares data storage with original tensor.
ShallowReshape(TensorShape)	Returns a shallow copy of the Tensor with a new shape. The copy shares data storage with the original tensor. newShape.length must be equal to this.shape.length.
TakeOwnership()	Removes system references to the tensor. The caller assumes ownership.
ToString()	Returns a string that represents the Tensor.
UploadToDevice(ITensorData)	Uploads the tensor data to the destination data location on device.

Extension Methods

TensorExtensions.PrintDataPart(Tensor, int, string)