Replay not working anymore?
See original GitHub issueI encountered a strange behavior with Replay
strategy. I had some experiments reaching like 80% accuracy on average on all experiences. I run again the experiments after updating avalanche and now I obtain sensibly worse performances (like 30%).
I reverted back avalanche to this commit: 9b5739dac962b9a98686deb501f4b0e7bedc9166 (before the large Replay update) and the results are back to normal.
I think we should investigate into this. If someone has already experiments with previous versions of Avalanche + replay, it would be useful to rerun them and see if it is indeed a problem of the newer version.
Issue Analytics
- State:
- Created 2 years ago
- Comments:5 (1 by maintainers)
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Top GitHub Comments
It seems that the new
ExperienceBalancedStoragePolicy
is not balancing between experiences. I will fix this ASAP.In the meantime
ClassBalancedStoragePolicy
doesn’t seem to have a call tosuper
. This doesn’t seem to create issues, but calling the super__init__
method is always a good idea.Another thing: are those storage policies covered by unit tests?