.numel() is defined for PyTorch tensors, not numpy arrays. Based on your error message it seems that you are using numpy arrays inside your Dataset, which then fails in:
numel = sum([x.numel() for x in batch])
Assuming the __getitem__ returns these numpy arrays (I don’t have a clue which types these objects have), conert them to tensors via tensor = torch.from_numpy(array).