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allegroai / clearml

ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution

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Save hidden/visible scalars layout in "Compare Experiments" tab

lobanov-m opened this issue · comments

commented

Hello! Thank you for the great tool!

Proposal Summary

It would be cool if we could save a layout of the hidden and visible scalars in the "Compare Experiments" tab. And maybe reorder scalars graphs.

Motivation

I am logging many scalars during validation (separate metrics and sub-metrics (like TP, FP, FN) for every class, for every sub-task). And I use "Compare experiments" tab to see if my new experiment is better than the previous one. I look at many graphs, not the single metric, so every time i close the window I need to deselect all scalars and find the needed ones.

Probably, it could be done with "Reports", but as far as I understand, I need to paste model id in every graph by hands every time I want to see the graphs of the new experiment

Thank you!

commented

Thanks for suggesting @lobanov-m.

For maintaining plot comparison have you considered the experiment table comparison view? The metric selection for each project is retained.

commented

Oh, did not find that at first! Thank you very much, I will try! Looks like it is what I wanted.