mindspore.ops.tanhshrink

mindspore.ops.tanhshrink(input)

Tanhshrink Activation, \(Tanhshrink(x)=x-Tanh(x)\) , where \(x\) corresponds to input . See mindspore.nn.Tanhshrink for more details.

Supported Platforms:

Ascend GPU CPU

Examples

>>> import mindspore as ms
>>> from mindspore import ops
>>> from mindspore import Tensor
>>> import numpy as np
>>> input = Tensor(np.array([1, 2, 3, 2, 1]), ms.float16)
>>> output = ops.tanhshrink(input)
>>> print(output)
[0.2383 1.036  2.004  1.036  0.2383]