attention now axial attention is a sort of a let's say a trick in order to reduce the [Music] load on a the load on an attention mechanism so what does it mean we've already we've already seen in sequences right if i have a sequence a sequence layer that's going to be n squared connections between the two now there are various ways to restrict that so instead of having all of these connections let's say from onenote we've already seen wait if we just restrict it to let's say only this thing right here only this