clip_by_value¶
dragon.vm.tensorflow.
clip_by_value
(
t,
clip_value_min,
clip_value_max,
name=None
)[source]¶Compute the clipped input according to the given bounds.
\[\text{out} = \min(\max(x, \text{low}), \text{high}) \]Examples:
x = tf.constant([-2, -1, 0, 1, 2]) print(tf.clip_by_value(x, clip_value_min=0, clip_value_max=1))
- Parameters:
- t (dragon.Tensor) – The tensor \(x\).
- clip_value_min (number, optional) – The value to \(\text{low}\).
- clip_value_max (number, optional) – The value to \(\text{high}\).
- name (str, optional) – The operation name.
- Returns:
dragon.Tensor – The output tensor.