Support model with multiple SCE loss nodes #20016
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
baijumeswani
added
the
training
pengwa
approved these changes
Mar 22, 2024
TedThemistokleous
pushed a commit
to TedThemistokleous/onnxruntime
that referenced
this pull request
May 7, 2024
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Outdated suggestions cannot be applied.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.
Fixes this issue: #19464 (comment)
The problem is that the model uses multiple SCELoss nodes that have the same input. The input output rewriter for the loss will try to add a new output for both the nodes with the same name causing duplicate node args with the same name. This PR addresses this issue.