softshrink¶
Softshrink激活函数
\[\begin{split}out = \begin{cases} x - \alpha, \text{if } x > \alpha \\ x + \alpha, \text{if } x < -\alpha \\ 0, \text{otherwise} \end{cases}\end{split}\]
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.data(name="input", shape=[None, 784])
result = fluid.layers.softshrink(x=data, alpha=0.3)