Use of reduce_max in input

[akshay-iyer]

In the beginning of DeconNet function, there are these two ines:

input_max = tf.reduce_max(input_im, axis=3, keepdims=True) input_im = concat([input_max, input_im])

Could you tell what it does and what is the use of the same?