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Use of reduce_max in input #18

@akshay-iyer

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@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?

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