mindspore.ops.Sigmoid

View Source On Gitee
class mindspore.ops.Sigmoid[source]

Sigmoid activation function.

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

Inputs:

  • input_x (Tensor) - 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)
>>> sigmoid = ops.Sigmoid()
>>> output = sigmoid(input_x)
>>> print(output)
[0.7310586  0.880797   0.95257413 0.98201376 0.9933072 ]