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softshrink_cn.rst

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softshrink

.. py:function:: paddle.fluid.layers.softshrink(x, alpha=None)




Softshrink激活函数

out = \begin{cases}
    x - \alpha, \text{if } x > \alpha \\
    x + \alpha, \text{if } x < -\alpha \\
    0,  \text{otherwise}
    \end{cases}
参数:
  • x (Variable0 - 张量(Tensor)
  • alpha (float) - 上面公式中alpha的值

返回: 张量(Tensor)

返回类型: 变量(Variable)

代码示例

import paddle.fluid as fluid
data = fluid.layers.data(name="input", shape=[32, 784])
result = fluid.layers.softshrink(data)