megengine.functional.less_equal

less_equal(x, y)[source]

Element-wise less-than-or-equal-to 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, not_equal, greater_equal, less, greater

Examples

Element-wise less-than-or-equal-to comparison:

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

The <= operator can be used as a shorthand for F.less_equal on boolean tensors.

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

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