Fix empty PyTorch uniform device selection#4528
Merged
FlorianPfaff merged 4 commits intoJul 22, 2026
Merged
Conversation
Contributor
✅MegaLinter analysis: Success
Notices📣 MegaLinter 9.5.0 is out! Discover the new features and security recommendations in the release announcement. (Skip this info by defining See detailed reports in MegaLinter artifacts Your project could benefit from a custom flavor, which would allow you to run only the linters you need, and thus improve runtime performances. (Skip this info by defining
|
FlorianPfaff
marked this pull request as ready for review
July 20, 2026 21:18
FlorianPfaff
enabled auto-merge (squash)
July 20, 2026 21:18
auto-merge was automatically disabled
July 21, 2026 20:05
Pull request was closed
FlorianPfaff
force-pushed
the
agent/fix-pytorch-empty-uniform-device-selection
branch
from
July 21, 2026 20:05
966c5c7 to
4a03325
Compare
FlorianPfaff
enabled auto-merge (squash)
July 21, 2026 20:07
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.

What changed
uniformlowand meta-devicehighboundsRoot cause
The empty descending-interval compatibility path selected
low.devicewheneverlowwas a tensor. With a CPUlowtensor and a non-CPUhightensor, it therefore attempted to coerce the non-CPU endpoint onto CPU. This was inconsistent with the backend's binary-device selection contract and could fail for non-materializable devices such asmeta.Impact
Zero-sized PyTorch uniform draws now preserve an existing accelerator or meta device regardless of endpoint order.
Validation
mainand 0 behindghbinary; GitHub Actions should validate the branch