chainer.functions.relu6¶
-
chainer.functions.
relu6
(x)[source]¶ Rectifier Unit function clipped at 6.
It computes
\[\text{ReLU6}(x) = \min(\max(0, x), 6).\]- Parameters
x (
Variable
or N-dimensional array) – Input variable. A \((s_1, s_2, ..., s_n)\)-shaped float array.- Returns
Output variable. A \((s_1, s_2, ..., s_n)\)-shaped float array.
- Return type
See also
Example
>>> x = np.array([-20, -2, 0, 2, 4, 10, 100]).astype(np.float32) >>> x array([-20., -2., 0., 2., 4., 10., 100.], dtype=float32) >>> F.relu6(x) variable([0., 0., 0., 2., 4., 6., 6.])