just wanted to try some simple things to see what they look like compared to image net like image net architecture is because those architectures are really pretty different to to what you might want for the for the medical data that's it knows the simple architecture did you also free trainer when this yes yes so we pre trained them on imagenet and then we and then fine-tuned on the medical data sets yeah and then sort of did those comparisons so the data set sites so we actually buried this so like kind of variations of this