mindspore.mint.nn.GELU

class mindspore.mint.nn.GELU[source]

Activation function GELU (Gaussian Error Linear Unit).

Refer to mindspore.mint.nn.functional.gelu() for more details.

GELU Activation Function Graph:

Supported Platforms:: Ascend

Examples

>>> import mindspore
>>> from mindspore import Tensor, mint
>>> import numpy as np
>>> input = Tensor(np.array([[-1.0, 4.0, -8.0], [2.0, -5.0, 9.0]]), mindspore.float32)
>>> gelu = mint.nn.GELU()
>>> output = gelu(input)
>>> print(output)
[[-1.5880802e-01  3.9999299e+00 -3.1077917e-21]
 [ 1.9545976e+00 -2.2918017e-07  9.0000000e+00]]