get 5.4 percent error rate with supervised and 5.3 percent with UTA for the virus that's 28 architecture and for the other models even though UDA is slightly higher for shake-shake-shake drop it actually matters to supervise baselines though it's not as good as the Auto argument abortion it's still very very close finally they also ablated for how much data mutation matters and it seems to matter really it's really the biggest deal as we would expect because we've seen that in subsequent learning as well and that's what they observe even here