chainer.functions.clip¶

chainer.functions.clip(x, x_min, x_max)[source]¶

Clips (limits) elements of input variable.

Given an interval [x_min, xmax], elements outside the interval are clipped to the interval edges.

Its gradients at x_min and x_max are regarded as 1.

Parameters

x (Variable or N-dimensional array) – Input variable to be clipped.
x_min (float) – Minimum value.
x_max (float) – Maximum value.

Returns

Output variable.

Return type