When I use WeightedRandomSampler or the one published on GitHub named imbalanced-dataset-sampler 4, the average loss was decreased a lot (now it is ~2), but the accuracy was decreased dramatically as well, which was ~50%, and now is ~2.50%. So, is the only solution simply skipping the used dataset since it is imbalanced, and samplers do not work well?