and they go into more detail here where they say look this is this is layer six and this is layer 12. so this is one particular tension head from layer 6 and layer 12 and the updates don't be confused it goes in this direction okay i was confused at first and you can see right here this number k at first you know it's kind of spread out but then it pretty quickly converges to a very small number and there is this kind of point right here i don't know if the learning rate's decreased i don't think so i think that's just kind of a