Refactor main functions to enable multi-node distribution#118
Merged
francois-drielsma merged 5 commits intomainfrom Mar 8, 2026
Merged
Refactor main functions to enable multi-node distribution#118francois-drielsma merged 5 commits intomainfrom
francois-drielsma merged 5 commits intomainfrom
Conversation
Codecov Report❌ Patch coverage is
Additional details and impacted files@@ Coverage Diff @@
## main #118 +/- ##
==========================================
- Coverage 15.17% 15.01% -0.17%
==========================================
Files 273 273
Lines 20572 20591 +19
==========================================
- Hits 3122 3091 -31
- Misses 17450 17500 +50
Flags with carried forward coverage won't be shown. Click here to find out more.
🚀 New features to boost your workflow:
|
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Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be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.
Description
This PR enables multi-node distributed training (proper handling of externally set
RANK/WORLD_SIZE.Type of Change
This is a new, non-breaking feature:
How Has This Been Tested?
I have trained UResNet-PPN with single-node/single-gpu, single-node/multi-gpu and multi-node/multi-gpu settings, all function as expected. See
/sdf/data/neutrino/ndlar/spine/train/multinode.Test Configuration: