tensorflow - Layer and batch normalization to replace preprocessing? -

both batch normalization , layer normalization implemented default distribution of tensorflow. however, afer reading original papers still not clear me if replace need normalization of input data or if used between layers? example in online learning task use layer normalization in tensorflow rnn module , dont have worry abot manually preprocessing input?