MEDIUM5.3

PYSEC-2025-202

Quick fix

PYSEC-2025-202 — torch: upgrade to the fixed version with the command below.

pip install --upgrade 'torch>=2.7.0'

Details

PyTorch before 3.7.0 has a bernoulli_p decompose function in decompositions.py even though it lacks full consistency with the eager CPU implementation, negatively affecting nn.Dropout1d, nn.Dropout2d, and nn.Dropout3d for fallback_random=True.

Are you affected?

Enter the version of the package you're using.

Affected packages

PyPI/torch

Introduced in: 2.6.0Fixed in: 2.7.0

Fixpip install --upgrade 'torch>=2.7.0'

References

https://github.com/pytorch/pytorch/compare/v2.6.0...v2.7.0[WEB]
https://gist.github.com/shaoyuyoung/4bcefba4004f8271e64b5185c95a248a[ADVISORY]
https://gist.github.com/shaoyuyoung/e636f2e7a306105b7e96809e2b85c28a[ADVISORY]
https://github.com/pytorch/pytorch/issues/142853[REPORT]
https://github.com/pytorch/pytorch/pull/143460[FIX]