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fengjing/seed_everything.py

Created December 3, 2024 09:22
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  1. fengjing created this gist Dec 3, 2024.
    19 changes: 19 additions & 0 deletions seed_everything.py
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    import random
    import torch
    import os
    import 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