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hard_shrink

.. 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)