Skip to content

enable cudagraph for AUCMetricComputation #2951

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Open
wants to merge 1 commit into
base: main
Choose a base branch
from

Conversation

BoyuanFeng
Copy link
Contributor

Summary:
Previously, enable cudagraph leads to errors on AUCMetricComputation.

The root cause is that model forward output tensors predictions, labels, weights, and grouping_keys
got overwritten by the next CUDAGraph replay. This diff fixes the issue by clone these tensors before they are overwritten. The overhead should be small since these tensors only have shape (n_task, n_examples).

Differential Revision: D74293458

Summary:
Previously, enable cudagraph leads to [errors](https://fb.workplace.com/groups/1075192433118967/permalink/1661777797793758/) on AUCMetricComputation.

The root cause is that model forward output tensors `predictions`, `labels`, `weights`, and `grouping_keys`
 got overwritten by the next CUDAGraph replay. This diff fixes the issue by clone these tensors before they are overwritten. The overhead should be small since these tensors only have shape `(n_task, n_examples)`.

Differential Revision: D74293458
@facebook-github-bot facebook-github-bot added the CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. label May 7, 2025
@facebook-github-bot
Copy link
Contributor

This pull request was exported from Phabricator. Differential Revision: D74293458

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. fb-exported
Projects
None yet
Development

Successfully merging this pull request may close these issues.

2 participants