mindspore.nn.Mish

class mindspore.nn.Mish[source]

Computes MISH(A Self Regularized Non-Monotonic Neural Activation Function) of input tensors element-wise.

Refer to mindspore.ops.mish() for more details.

Supported Platforms:: Ascend GPU CPU

Examples

>>> x = Tensor(np.array([[-1.0, 4.0, -8.0], [2.0, -5.0, 9.0]]), mindspore.float32)
>>> mish = nn.Mish()
>>> output = mish(x)
>>> print(output)
[[-0.3034014  3.9974129 -0.0026832]
 [ 1.9439590  -0.0033576 9.0000000]]