experiment doubts #2
Description
Hello,
I tried to reproduce it using the histology dataset mentioned in the paper and the code on github, but it looks like there may be overfitting from the drop in the loss. All the parameters are set the same as in the paper, but the validation loss is basically not dropping and even increasing after 30 epochs. I've tried many times but still no solution, maybe there are some settings I'm not aware of? Also, the paper mentions "Rsd is initially set to 1 with a 0.3 decrease for every 10 epochs until it reaches 0.4", but the code on github sets ratio_d to 0 after 40 epochs, is that where the problem lies? Hope to get your help on this!
