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philip-bl/numpy_torch_set_random_seeds.py

Created April 27, 2019 10:18
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numpy_torch_set_random_seeds.py
def set_random_seeds(seed_value=555, device='cuda:0'):
'''source https://forums.fast.ai/t/solved-reproducibility-where-is-the-randomness-coming-in/31628/5.'''
np.random.seed(seed_value)
torch.manual_seed(seed_value)
random.seed(seed_value)
if device != 'cpu':
torch.cuda.manual_seed(seed_value)
torch.cuda.manual_seed_all(seed_value)
torch.backends.cudnn.deterministic = True
torch.backends.cudnn.benchmark = False
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