Custom checkpoint #258
Open
Custom checkpoint #258
Conversation
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
kozlov721
requested review from
klemen1999,
tersekmatija and
conorsim
and removed request for
a team
Feel free to suggest more useful stuff that could be good to save in the checkpoints. |
|
Any rough estimation of how much does this bloat the ckpt? E.g. percentage size increase of the checkpoint after this is added? |
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Outdated suggestions cannot be applied.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.
Purpose
Better flexibility in the future regarding backwards compatibility.
Specification
Added a few custom keys to the saved checkpoint:
"execution_order"- saves the execution order of modules in a model"config": - the configuration"dataset_metadata": DumpedDatasetMetadatacontaining info about number / names of classes, keypoints, etc.Dependencies & Potential Impact
None / not applicable
Deployment Plan
None / not applicable
Testing & Validation
Added relevant tests