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Hi! I Had A Self-Hosted Clearml And I Want To Visualize Aggregated Metrics (Mean, Norimalized Mean, Dispersion Etc) To Compare Clearml Projects. How Can I Do That? As I Know, Clearml Web Ui Can'T Do It, It Can Compare Only Few Separate Experiments In One

Hi! I had a self-hosted ClearML and I want to visualize aggregated metrics (mean, norimalized mean, dispersion etc) to compare ClearML projects. How can I do that? As I know, ClearML Web UI can't do it, it can compare only few separate experiments in one project. So simple workaround is a dashboard in Dash app + ClearML API. But are there any better solutions? Kibana or Grafana? Direct connection to MongoDB?
Thank you!

  
  
Posted 2 months ago
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EnviousPanda91
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this is the case of developing AutoML: when I have a lot of datasets and the model should be nice at all datasets in average. So projects here are different versions of AutoML and I need to compare them

  
  
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EnviousPanda91
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CostlyOstrich36 I need to compare aggregated values: I want to compare mean metric value of N experiments from project 1 vs mean metric value of N experiments from project 2

  
  
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EnviousPanda91
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Hi EnviousPanda91 , when you are in comparison mode you can add any task, unrelated to which project it is in. Also the scalar final values. Or am I missing something?

  
  
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CostlyOstrich36
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In that case I suggest you write some basic code that will aggregate and compute those values for you for comparison

  
  
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CostlyOstrich36
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I want aggregate only final metrics from the model. For example, "Metric HO" (holdout) here:
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EnviousPanda91
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