.. py:function:: paddle.fluid.layers.hard_shrink(x,threshold=None)
HardShrink激活函数(HardShrink activation operator)
out = \begin{cases} x, \text{if } x > \lambda \\ x, \text{if } x < -\lambda \\ 0, \text{otherwise} \end{cases}
- 参数:
- x - HardShrink激活函数的输入
- threshold (FLOAT)-HardShrink激活函数的threshold值。[默认:0.5]
返回:HardShrink激活函数的输出
代码示例:
import paddle.fluid as fluid
data = fluid.layers.data(name="input", shape=[784])
result = fluid.layers.hard_shrink(x=data, threshold=0.3)