and they say no the number of parameters works way worse than this particular score which it always is a cool thing then how important is a specific mini-batch and initialization and they say look right here we for some architectures we do different mini batch sizes and you can see each of those groups they don't vary too much in how their it influences their score this is I believe this is the same architecture so it's always an architecture that achieves in this case for example wow that's a not a straight line 77% or so