mindspore.ops.Eps

class mindspore.ops.Eps[source]

Create a Tensor with the same data type and shape as input, and the element value is the minimum value that the corresponding data type can be expressed.

Inputs:

x (Tensor) - Tensor of any dimension used to obtain the minimum value that its data type can be expressed. The data type must be float16, float32 or float64.

Outputs:

Tensor, has the same type and shape as x, but filled with x dtype minimum val.

Raises

TypeError – If x is not a Tensor.
TypeError – If data type of x is neither float16 nor float32.

Supported Platforms:: Ascend GPU CPU

Examples

>>> import mindspore
>>> from mindspore import Tensor, ops
>>> x = Tensor([4, 1, 2, 3], mindspore.float32)
>>> output = ops.Eps()(x)
>>> print(output)
[1.5258789e-05 1.5258789e-05 1.5258789e-05 1.5258789e-05]