tf.clip_by_value

Clips tensor values to a specified min and max.

Used in the notebooks

Used in the tutorials

Given a tensor t, this operation returns a tensor of the same type and shape as t with its values clipped to clip_value_min and clip_value_max. Any values less than clip_value_min are set to clip_value_min. Any values greater than clip_value_max are set to clip_value_max.

For example:

Basic usage passes a scalar as the min and max value.

t = tf.constant([[-10., -1., 0.], [0., 2., 10.]])