mocha was published it was the state of the art for linear classification like CPC version two was not updated yet so and and so the updated results were already presented to you in the previous slide so Mokomoko had really good linear classifier accuracy where when they made the rest net 4x wider they got 68% top one and and and it's a nice plot of how the number of parameters plays a significant role in giving you like better top-1 accuracy of the linear classifier so finally we look at this paper called zoom CLR or Sinclair simple framework