def preprocess(x, y): return x.view(-1, 1, 28, 28), y class WrappedDataLoader: def __init__(self, dl, func): self.dl = dl self.func = func def __len__(self): return len(self.dl) def __iter__(self): for b in self.dl: yield (self.func(*b)) train_dl, valid_dl = get_data(train_ds, valid_ds, bs) train_dl = WrappedDataLoader(train_dl, preprocess) valid_dl = WrappedDataLoader(valid_dl, preprocess)