NeMo
NeMo copied to clipboard
Variable global and micro batch sizes for different GPUs
[!IMPORTANT]
TheUpdate branchbutton must only be pressed in very rare occassions. An outdated branch is never blocking the merge of a PR. Please reach out to the automation team before pressing that button.
What does this PR do ?
Support running cases where each GPU can get different batch sizes (i.e., different number of gradient accumulations).
Before your PR is "Ready for review"
Pre checks:
- [ ] Make sure you read and followed Contributor guidelines
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
PR Type:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
Who can review?
Anyone in the community is free to review the PR once the checks have passed. Contributor guidelines contains specific people who can review PRs to various areas.
Additional Information
- Related to # (issue)