def set_seed(seed, use_cuda):
"""
setting the seed for controlling randomness in this example
:param seed: seed value (int)
:param use_cuda: set the random seed for torch.cuda or not
:return: None
"""
if seed is not None:
torch.manual_seed(seed)
np.random.seed(seed)
if use_cuda:
torch.cuda.manual_seed(seed)
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