mindspore.ops.HSwish

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class mindspore.ops.HSwish[source]

Hard swish activation function.

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

Inputs:

  • input_x (Tensor) - The input Tensor.

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
>>> hswish = ops.HSwish()
>>> input_x = Tensor(np.array([-1, -2, 0, 2, 1]), mindspore.float16)
>>> result = hswish(input_x)
>>> print(result)
[-0.3333  -0.3333  0  1.666  0.6665]