Thanks for the answer, but:
next(model.parameters()).is_cuda

–>True
Tried to load then move and save again:
torch.load('gpu_model.pt')
model.to('cpu')
torch.save(model, 'models_train/CPU_model_cpu.pt')

didn’t work either. Same error message