COSIE.utils.setup_seed

setup_seed(seed=8, mode='fast')[source]

Set the random seed for Python, NumPy, and PyTorch to ensure reproducibility.

Parameters

seedint, optional

The random seed to be set for all relevant libraries. Default is 8.

modestr, optional

Controls how strictly reproducibility is enforced. Must be one of {‘fast’, ‘strict’}.

‘fast’: Ensures reproducibility in most cases, with minimal performance impact.
‘strict’: Enforces full determinism across all operations (including CUDA), but may significantly slow down certain models.

It is recommended to use ‘strict’ only when exact reproducibility across runs is required.

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