chainer.functions.clipped_relu¶

chainer.functions.clipped_relu(x, z=20.0)[source]¶

Clipped Rectifier Unit function.

For a clipping value \(z(>0)\), it computes

Parameters:	x (`Variable` or `numpy.ndarray` or `cupy.ndarray`) – Input variable. A \((s_1, s_2, ..., s_n)\)-shaped float array. z (float) – Clipping value. (default = 20.0)
Returns:	Output variable. A \((s_1, s_2, ..., s_n)\)-shaped float array.
Return type:	Variable

Example

>>> x = np.random.uniform(-100, 100, (10, 20)).astype('f')
>>> z = 10.0
>>> np.any(x < 0)
True
>>> np.any(x > z)
True
>>> y = F.clipped_relu(x, z=z)
>>> np.any(y.data < 0)
False
>>> np.any(y.data > z)
False