openvino.PartialShape¶

class openvino.PartialShape¶

Bases: pybind11_builtins.pybind11_object

openvino.runtime.PartialShape wraps ov::PartialShape

__init__(*args, **kwargs)¶

Overloaded function.

__init__(self: openvino._pyopenvino.PartialShape, arg0: openvino._pyopenvino.Shape) -> None
__init__(self: openvino._pyopenvino.PartialShape, arg0: openvino._pyopenvino.PartialShape) -> None
__init__(self: openvino._pyopenvino.PartialShape, arg0: list) -> None
__init__(self: openvino._pyopenvino.PartialShape, arg0: tuple) -> None
__init__(self: openvino._pyopenvino.PartialShape, shape: str) -> None

Methods

`__copy__`(self)
`__deepcopy__`(self, arg0)	memo
`__delattr__`(name, /)	Implement delattr(self, name).
`__dir__`()	Default dir() implementation.
`__eq__`(args, *kwargs)	Overloaded function.
`__format__`(format_spec, /)	Default object formatter.
`__ge__`(value, /)	Return self>=value.
`__getattribute__`(name, /)	Return getattr(self, name).
`__getitem__`(self, arg0)
`__gt__`(value, /)	Return self>value.
`__init__`(args, *kwargs)	Overloaded function.
`__init_subclass__`	This method is called when a class is subclassed.
`__iter__`(self)
`__le__`(value, /)	Return self<=value.
`__len__`(self)
`__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).
`__setitem__`(args, *kwargs)	Overloaded function.
`__sizeof__`()	Size of object in memory, in bytes.
`__str__`(self)
`__subclasshook__`	Abstract classes can override this to customize issubclass().
`compatible`(self, shape)	Check whether this shape is compatible with the argument, i.e., whether it is possible to merge them.
`dynamic`(rank)
`get_dimension`(self, index)	Get the dimension at specified index of a partial shape.
`get_max_shape`(self)	return Get the max bounding shape.
`get_min_shape`(self)	return Get the min bounding shape.
`get_shape`(self)	return Get the unique shape.
`refines`(self, shape)	Check whether this shape is a refinement of the argument.
`relaxes`(self, shape)	Check whether this shape is a relaxation of the argument.
`same_scheme`(self, shape)	Check whether this shape represents the same scheme as the argument.
`to_shape`(self)	return Get the unique shape.
`to_string`(self)

Attributes

`__hash__`
`all_non_negative`	True if all static dimensions of the tensor are non-negative, else False.
`is_dynamic`	False if this shape is static, else True.
`is_static`	True if this shape is static, else False.
`rank`	The rank of the shape.

__class__¶: alias of pybind11_builtins.pybind11_type

__copy__(self: openvino._pyopenvino.PartialShape) → openvino._pyopenvino.PartialShape¶

__deepcopy__(self: openvino._pyopenvino.PartialShape, arg0: dict) → openvino._pyopenvino.PartialShape¶: memo

__delattr__(name, /)¶: Implement delattr(self, name).

__dir__()¶: Default dir() implementation.

__eq__(*args, **kwargs)¶

Overloaded function.

__eq__(self: openvino._pyopenvino.PartialShape, arg0: openvino._pyopenvino.PartialShape) -> bool
__eq__(self: openvino._pyopenvino.PartialShape, arg0: openvino._pyopenvino.Shape) -> bool

__format__(format_spec, /)¶: Default object formatter.

__ge__(value, /)¶: Return self>=value.

__getattribute__(name, /)¶: Return getattr(self, name).

__getitem__(self: openvino._pyopenvino.PartialShape, arg0: int) → openvino._pyopenvino.Dimension¶

__gt__(value, /)¶: Return self>value.

__hash__ = None¶

__init__(*args, **kwargs)¶

Overloaded function.

__init__(self: openvino._pyopenvino.PartialShape, arg0: openvino._pyopenvino.Shape) -> None
__init__(self: openvino._pyopenvino.PartialShape, arg0: openvino._pyopenvino.PartialShape) -> None
__init__(self: openvino._pyopenvino.PartialShape, arg0: list) -> None
__init__(self: openvino._pyopenvino.PartialShape, arg0: tuple) -> None
__init__(self: openvino._pyopenvino.PartialShape, shape: str) -> None

__init_subclass__()¶

This method is called when a class is subclassed.

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

__iter__(self: openvino._pyopenvino.PartialShape) → Iterator¶

__le__(value, /)¶: Return self<=value.

__len__(self: openvino._pyopenvino.PartialShape) → int¶

__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.PartialShape) → str¶

__setattr__(name, value, /)¶: Implement setattr(self, name, value).

__setitem__(*args, **kwargs)¶

Overloaded function.

__setitem__(self: openvino._pyopenvino.PartialShape, arg0: int, arg1: int) -> None
__setitem__(self: openvino._pyopenvino.PartialShape, arg0: int, arg1: openvino._pyopenvino.Dimension) -> None

__sizeof__()¶: Size of object in memory, in bytes.

__str__(self: openvino._pyopenvino.PartialShape) → str¶

__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 all_non_negative¶: True if all static dimensions of the tensor are non-negative, else False.

compatible(self: openvino._pyopenvino.PartialShape, shape: openvino._pyopenvino.PartialShape) → bool¶

Check whether this shape is compatible with the argument, i.e., whether it is possible to merge them.

Parameters: shape (openvino.runtime.PartialShape) – The shape to be checked for compatibility with this shape.
Returns: True if this shape is compatible with s, else False.
Return type: bool

static dynamic(rank: openvino._pyopenvino.Dimension = <Dimension: ?>) → openvino._pyopenvino.PartialShape¶

get_dimension(self: openvino._pyopenvino.PartialShape, index: int) → openvino._pyopenvino.Dimension¶

Get the dimension at specified index of a partial shape.

Parameters: index (int) – The index of dimension.
Returns: Get the particular dimension of a partial shape.
Return type: openvino.runtime.Dimension

get_max_shape(self: openvino._pyopenvino.PartialShape) → openvino._pyopenvino.Shape¶

Returns: Get the max bounding shape.
Return type: openvino.runtime.Shape

get_min_shape(self: openvino._pyopenvino.PartialShape) → openvino._pyopenvino.Shape¶

Returns: Get the min bounding shape.
Return type: openvino.runtime.Shape

get_shape(self: openvino._pyopenvino.PartialShape) → openvino._pyopenvino.Shape¶

Returns: Get the unique shape.
Return type: openvino.runtime.Shape

property is_dynamic¶: False if this shape is static, else True. A shape is considered static if it has static rank, and all dimensions of the shape are static.

property is_static¶: True if this shape is static, else False. A shape is considered static if it has static rank, and all dimensions of the shape are static.

property rank¶: The rank of the shape.

refines(self: openvino._pyopenvino.PartialShape, shape: openvino._pyopenvino.PartialShape) → bool¶

Check whether this shape is a refinement of the argument.

Parameters: shape (openvino.runtime.PartialShape) – The shape which is being compared against this shape.
Returns: True if this shape refines s, else False.
Return type: bool

relaxes(self: openvino._pyopenvino.PartialShape, shape: openvino._pyopenvino.PartialShape) → bool¶

Check whether this shape is a relaxation of the argument.

Parameters: shape (openvino.runtime.PartialShape) – The shape which is being compared against this shape.
Returns: True if this shape relaxes s, else False.
Return type: bool

same_scheme(self: openvino._pyopenvino.PartialShape, shape: openvino._pyopenvino.PartialShape) → bool¶

Check whether this shape represents the same scheme as the argument.

Parameters: shape (openvino.runtime.PartialShape) – The shape which is being compared against this shape.
Returns: True if shape represents the same scheme as s, else False.
Return type: bool

to_shape(self: openvino._pyopenvino.PartialShape) → openvino._pyopenvino.Shape¶

Returns: Get the unique shape.
Return type: openvino.runtime.Shape

to_string(self: openvino._pyopenvino.PartialShape) → str¶