sciai.architecture.Swish

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class sciai.architecture.Swish[source]

Swish(Silu) activation function with backward propagation.

Inputs:

  • x (Tensor) - The input of Swish(Silu).

Outputs:

Tensor, activated output with the same type and shape as x.

Supported Platforms:

GPU CPU Ascend

Examples

>>> import mindspore as ms
>>> from mindspore import ops
>>> from sciai.architecture import Swish
>>> swish = Swish()
>>> x = ops.ones((2, 3), ms.float32)
>>> y = swish(x)
>>> print(y)
[[0.73105854 0.73105854 0.73105854]
 [0.73105854 0.73105854 0.73105854]]