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We were using meddlr for training a recon + segmentation model using a sum of MAE (for recon) and the builtin functional dice_score. However, during training DSC was not improving at all. I took a peak at the function and wondered if the bool operator was somehow causing an issue in backdrop. I implemented a regular continuous dice and it seems to have fixed the issue.
Not sure if the dice_score was only meant for testing and not training? If so, maybe that should be documented? Happy to make a pull request if adding this is helpful.
The text was updated successfully, but these errors were encountered:
Hey,
We were using meddlr for training a recon + segmentation model using a sum of MAE (for recon) and the builtin functional dice_score. However, during training DSC was not improving at all. I took a peak at the function and wondered if the
bool
operator was somehow causing an issue in backdrop. I implemented a regular continuous dice and it seems to have fixed the issue.Not sure if the dice_score was only meant for testing and not training? If so, maybe that should be documented? Happy to make a pull request if adding this is helpful.
The text was updated successfully, but these errors were encountered: