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Project-MONAI / MONAI

AI Toolkit for Healthcare Imaging
https://monai.io/
Apache License 2.0
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auto3dseg -- training/ensembling deterministic behaviour #5830

Open wyli opened 1 year ago

wyli commented 1 year ago

It's unclear to the users whether the bundle and algorithm runner can be configured to run deterministically. This feature request is for documentation enhancement, to describe the necessary steps for determinism, or explain which part of the workflows have nondeterministic components.

wyli commented 1 year ago

https://github.com/Project-MONAI/MONAI/issues/6110#issuecomment-1475689238 the non-deterministic behavior may come from the usage of nn.Upsample