Keras loaded model output is different from the training model output
The problem was due to the output format. Instead of outputting one value per input sequence, in order to produce a complete and unique sequence as output, it was outputting sequences. Though instead of having a unique sequence as result it got a sequence of sequences. The solution was to fix the network output shape and data shape as well.