openvino.RemoteTensor

class openvino.RemoteTensor

Bases: pybind11_object

__init__(self: openvino._pyopenvino.RemoteTensor, remote_tensor: openvino._pyopenvino.RemoteTensor, begin: openvino._pyopenvino.Coordinate, end: openvino._pyopenvino.Coordinate) → None

Constructs a RoiRemoteTensor object using a specified range of coordinates on an existing RemoteTensor.

Parameters:

• remote_tensor (openvino.RemoteTensor) – The RemoteTensor object on which the RoiRemoteTensor will be based.

• begin (openvino.runtime.Coordinate) – The starting coordinates for the tensor bound.

• end (openvino.runtime.Coordinate) – The ending coordinates for the tensor bound.

Methods

__delattr__(name, /)	Implement delattr(self, name).
__dir__()	Default dir() implementation.
__eq__(value, /)	Return self==value.
__format__(format_spec, /)	Default object formatter.
__ge__(value, /)	Return self>=value.
__getattribute__(name, /)	Return getattr(self, name).
__gt__(value, /)	Return self>value.
__hash__()	Return hash(self).
__init__(self, remote_tensor, begin, end)	Constructs a RoiRemoteTensor object using a specified range of coordinates on an existing RemoteTensor.
__init_subclass__	This method is called when a class is subclassed.
__le__(value, /)	Return self<=value.
__lt__(value, /)	Return self<value.
__ne__(value, /)	Return self!=value.
__new__(**kwargs)
__reduce__()	Helper for pickle.
__reduce_ex__(protocol, /)	Helper for pickle.
__repr__(self)
__setattr__(name, value, /)	Implement setattr(self, name, value).
__sizeof__()	Size of object in memory, in bytes.
__str__()	Return str(self).
__subclasshook__	Abstract classes can override this to customize issubclass().
copy_from(*args, **kwargs)	Overloaded function.
copy_to(*args, **kwargs)	Overloaded function.
get_byte_size(self)	Gets Tensor's size in bytes.
get_device_name(self)	Returns name of a device on which the tensor is allocated.
get_params(self)	Returns a dict of device-specific parameters required for low-level operations with the underlying tensor.
get_shape(self)	Gets Tensor's shape.

Attributes

bytes_data	This property is not implemented.
data	This property is not implemented.
str_data	This property is not implemented.

__class__

alias of pybind11_type

__delattr__(name, /)

Implement delattr(self, name).

__dir__()

Default dir() implementation.

__eq__(value, /)

Return self==value.

__format__(format_spec, /)

Default object formatter.

__ge__(value, /)

Return self>=value.

__getattribute__(name, /)

Return getattr(self, name).

__gt__(value, /)

Return self>value.

__hash__()

Return hash(self).

__init__(self: openvino._pyopenvino.RemoteTensor, remote_tensor: openvino._pyopenvino.RemoteTensor, begin: openvino._pyopenvino.Coordinate, end: openvino._pyopenvino.Coordinate) → None

Constructs a RoiRemoteTensor object using a specified range of coordinates on an existing RemoteTensor.

Parameters:

• remote_tensor (openvino.RemoteTensor) – The RemoteTensor object on which the RoiRemoteTensor will be based.

• begin (openvino.runtime.Coordinate) – The starting coordinates for the tensor bound.

• end (openvino.runtime.Coordinate) – The ending coordinates for the tensor bound.

__init_subclass__()

This method is called when a class is subclassed.

The default implementation does nothing. It may be overridden to extend subclasses.

__le__(value, /)

Return self<=value.

__lt__(value, /)

Return self<value.

__ne__(value, /)

Return self!=value.

__new__(**kwargs)

__reduce__()

Helper for pickle.

__reduce_ex__(protocol, /)

Helper for pickle.

__repr__(self: openvino._pyopenvino.RemoteTensor) → str

__setattr__(name, value, /)

Implement setattr(self, name, value).

__sizeof__()

Size of object in memory, in bytes.

__str__()

Return str(self).

__subclasshook__()

Abstract classes can override this to customize issubclass().

This is invoked early on by abc.ABCMeta.__subclasscheck__(). It should return True, False or NotImplemented. If it returns NotImplemented, the normal algorithm is used. Otherwise, it overrides the normal algorithm (and the outcome is cached).

property bytes_data

This property is not implemented.

copy_from(*args, **kwargs)

Overloaded function.

1. copy_from(self: openvino._pyopenvino.RemoteTensor, source_tensor: openvino._pyopenvino.RemoteTensor) -> None

   Copy source remote tensor’s data to this tensor. Tensors should have the same element type. In case of RoiTensor, tensors should also have the same shape.

   param source_tensor:

   The source remote tensor from which the data will be copied.

   type source_tensor:

   openvino.RemoteTensor

2. copy_from(self: openvino._pyopenvino.RemoteTensor, source_tensor: openvino._pyopenvino.Tensor) -> None

   Copy source tensor’s data to this tensor. Tensors should have the same element type and shape. In case of RoiTensor, tensors should also have the same shape.

   param source_tensor:

   The source tensor from which the data will be copied.

   type source_tensor:

   openvino.Tensor

copy_to(*args, **kwargs)

Overloaded function.

1. copy_to(self: openvino._pyopenvino.RemoteTensor, target_tensor: openvino._pyopenvino.RemoteTensor) -> None

   Copy tensor’s data to a destination remote tensor. The destination tensor should have the same element type. In case of RoiTensor, the destination tensor should also have the same shape.

   param target_tensor:

   The destination remote tensor to which the data will be copied.

   type target_tensor:

   openvino.RemoteTensor

2. copy_to(self: openvino._pyopenvino.RemoteTensor, target_tensor: openvino._pyopenvino.Tensor) -> None

   Copy tensor’s data to a destination tensor. The destination tensor should have the same element type. In case of RoiTensor, the destination tensor should also have the same shape.

   param target_tensor:

   The destination tensor to which the data will be copied.

   type target_tensor:

   openvino.Tensor

property data

This property is not implemented.

get_byte_size(self: openvino._pyopenvino.RemoteTensor) → int

Gets Tensor’s size in bytes.

Return type:

int

get_device_name(self: openvino._pyopenvino.RemoteTensor) → str

Returns name of a device on which the tensor is allocated.

Returns:

A device name string in fully specified format <device_name>[.<device_id>[.<tile_id>]].

Return type:

str

get_params(self: openvino._pyopenvino.RemoteTensor) → dict[str, openvino._pyopenvino.OVAny]

Returns a dict of device-specific parameters required for low-level operations with the underlying tensor. Parameters include device/context/surface/buffer handles, access flags, etc. Content of the returned dict depends on remote execution context that is currently set on the device (working scenario).

Returns:

A dictionary of device-specific parameters.

Return type:

dict

get_shape(self: openvino._pyopenvino.RemoteTensor) → openvino._pyopenvino.Shape

Gets Tensor’s shape.

Return type:

openvino.Shape

property str_data

This property is not implemented.