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I looked at two different sweeps and on both of them the first validation progress bar worked fine and the second validation progress bar overwrites the rest of the file.
Okay this appears to be an open issue with wandb. One way we could fix it is to just remove progress bars completely, but we should add a timing metric for validation
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