just a small surgery on cycle again how a does it you so the full the first thing that you would want to run is essentially you would want to first give Z as the additional input to the mapping which they call stochastic cycle again I guess so that is without changing the loss function like without introducing the encoder it's what this column that we are looking at and and then the test here is we simple and add app for my Gwangju of data here and then I will fit it through my cycle again but with different Z terms so this is