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Aladdin Persson
2021-01-30 21:49:15 +01:00
commit 65b8c80495
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ML/Pytorch/Basics/set_deterministic_behavior/pytorch_set_seeds.py Normal file
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import random, torch, os, numpy as np
def seed_everything(seed=42):
os.environ['PYTHONHASHSEED'] = str(seed)
random.seed(seed)
np.random.seed(seed)
torch.manual_seed(seed)
torch.cuda.manual_seed(seed)
torch.cuda.manual_seed_all(seed)
torch.backends.cudnn.deterministic = True
torch.backends.cudnn.benchmark = False
seed_everything()
# Do training etc after running seed_everything