mindspore.ops.Tanh

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class mindspore.ops.Tanh[source]

Computes hyperbolic tangent of input element-wise.

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

Inputs:

  • input_x (Tensor) - Input Tensor of any dimension.

Outputs:

Tensor, with the same type and shape as the input_x.

Supported Platforms:

Ascend GPU CPU

Examples

>>> import mindspore
>>> import numpy as np
>>> from mindspore import Tensor, ops
>>> input_x = Tensor(np.array([1, 2, 3, 4, 5]), mindspore.float32)
>>> tanh = ops.Tanh()
>>> output = tanh(input_x)
>>> print(output)
[0.7615941 0.9640276 0.9950547 0.9993293 0.9999092]