Solved by googlebot in post #2 
              
              
                Generally speaking, RNNs work one step at a time, so as you may have noticed, seq_len param is never used, that’s by design. So step count is arbitrary, so long as you have per-step inputs. To do multi-step forecasting, Seq2Seq approach can be used, or step_forecast -> next_input assignments in a lo…