Solved by ptrblck in post #2 
              
              
                Depending on your use case you could either change the model to output a prediction for the whole sequence or alternatively change your data loading logic to return labels for each time step in the sequence. 
Currently you are trying to mix both approaches, i.e. you are using a single label for a mo…