Synchronous orchestrator architecture #379
Merged
Conversation
This file contains 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
Codecov Report
📣 This organization is not using Codecov’s GitHub App Integration. We recommend you install it so Codecov can continue to function properly for your repositories. Learn more @@ Coverage Diff @@
## main #379 +/- ##
==========================================
+ Coverage 14.48% 15.13% +0.64%
==========================================
Files 48 48
Lines 2768 2775 +7
==========================================
+ Hits 401 420 +19
+ Misses 2338 2327 -11
+ Partials 29 28 -1 see 1 file with indirect coverage changes Help us with your feedback. Take ten seconds to tell us how you rate us. Have a feature suggestion? Share it here. |
Additions: - New mode added: coord_syncfl The new mode revolves around the new component - Coordinator. - Top aggregator notifies the Coordinator of training state state/finish. - Mid aggregators now consult the Coordinator for selected trainers. - Trainers now register themselves with the Coordinator. - New component added: Coordinator Coordinators role is to coordinate the training process. It is responsible for selecting the trainers and aggregators and sending the selected trainers to the aggregators. New architecture implements top and middle aggregators as well as trainers with additional lifespan steps which accomodate the protocol between them and the Coordinator. - New example added: coord_hier_syncfl
lkurija1
changed the title
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Outdated suggestions cannot be applied.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
Synchronous orchestrator architecture for Flame
Additions:
The new mode revolves around the new component - Coordinator.
Coordinators role is to coordinate the training process. It is responsible for selecting the trainers and aggregators and sending the selected trainers to the aggregators.
New architecture implements top and middle aggregators as well as trainers with additional lifespan steps which accomodate the protocol between them and the Coordinator.
Type of Change
Checklist