megengine.functional.not_equal

not_equal(x, y)[source]

Element-wise inequality comparison.

Computes the truth value of \(x_i != y_i\) for each element \(x_i\) of the input tensor \(x\) with the respective element \(y_i\) of the input tensor \(y\).

Parameters

  • x – first input tensor. May have any data type.

  • y – second input tensor. Must be compatible with \(x\) (see Broadcasting mechanism and rules ). May have any data type.

Returns

a tensor containing the result of the element-wise results. The returned tensor must have a data type of bool.

See also

equal, greater_equal, less_equal, greater, less

Examples

Element-wise inequality comparison:

>>> x = Tensor([1, 2, 3])
>>> y = Tensor([1, 2, 4])
>>> F.not_equal(x, y)
Tensor([False False  True], dtype=bool, device=xpux:0)

The != operator can be used as a shorthand for F.not_equal on boolean tensors.

>>> x != y
Tensor([False False  True], dtype=bool, device=xpux:0)

previous

megengine.functional.equal

next

megengine.functional.sum