so another thing they find is you might ask like how about instead of a logistic regression we do a more complex multi-layer perceptron model so this plot just shows this is the logistic regression in the MLP and they basically perform the same so the logistic regression is has sufficient capacity for this and then another interesting thing is we're in the network do you get the features from so this one thing that's interesting is in the VG g19 network they take the intermediate features from the third block rather than the very end and get