Overwriting old history

Is it possible to overwrite old history with wandb. I have use-case, when my experiment diverged and I lowered learning rate and used older checkpoint to restart experiment, but wandb doesn’t overwrite history and shows me this warning: WARNING Adding to old History rows isn't currently supported.

I was wondering maybe there is flag to overwrite old history (didn’t find in documentation)? If there is no such flag, is it possible to add this as feature request? Thank you in advance!

[issue-label-bot[bot]]

Issue-Label Bot is automatically applying the label feature_request to this issue, with a confidence of 0.53. Please mark this comment with 👍 or 👎 to give our bot feedback!

Links: app homepage, dashboard and code for this bot.

[vanpelt]

Hey @fgvbrt unfortunately the fundamental design of our current history store is immutable. We’re currently working on a new history implementation that should support this use case but it’s not likely to be completed until early next year. In the meantime, you can update the final value of any metrics logs with:

api = wandb.Api()
run = api.run("username/project/run_id")
run.summary.update({"key": value})