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tutorial 574 - clarify the usage of set_determinism #3855

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wyli merged 2 commits into from
Mar 1, 2022
Merged

tutorial 574 - clarify the usage of set_determinism #3855

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15984e1
clarify the usage of set determinism
wyli Feb 24, 2022
b68b78a
Merge branch 'dev' into tutorial-574
wyli Mar 1, 2022
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7 changes: 7 additions & 0 deletions monai/utils/misc.py
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Expand Up @@ -239,6 +239,13 @@ def set_determinism(
use_deterministic_algorithms: Set whether PyTorch operations must use "deterministic" algorithms.
additional_settings: additional settings that need to set random seed.

Note:

This function will not affect the randomizable objects in :py:class:`monai.transforms.Randomizable`, which
have independent random states. For those objects, the ``set_random_state()`` method should be used to
ensure the deterministic behavior (alternatively, :py:class:`monai.data.DataLoader` by default sets the seeds
according to the global random state, please see also: :py:class:`monai.data.utils.worker_init_fn` and
:py:class:`monai.data.utils.set_rnd`).
"""
if seed is None:
# cast to 32 bit seed for CUDA
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