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brodzik/seed_everything.py

Last active October 8, 2021 19:26
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seed_everything i.e. initialize pseudo-random number generators
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seed_everything.py
import os
import random
import numpy as np
import torch
def seed_everything(seed):
random.seed(seed)
os.environ["PYTHONHASHSEED"] = str(seed)
np.random.seed(seed)
torch.manual_seed(seed)
torch.cuda.manual_seed(seed)
torch.backends.cudnn.deterministic = True
torch.backends.cudnn.benchmark = False
seed_everything(42)
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