Very happy to meet again, @ptrblck !
I have already set the seed at the application head:
# setting seed
torch.manual_seed(0)
torch.backends.cudnn.deterministic = True
torch.backends.cudnn.benchmark = False

and got different results, maybe I should add random.seed and numpy random.seed?
thanks!