Hi, I'M Trying To Understand How To Add Kpis Artifact In A Way That Will Allow To Compare Them. Currently Clearml Presents Them As A File, Not Metrics. Please See My Code And Clearml "Compare Experiments" Screenshot Below.

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Hi, I'm trying to understand how to add KPIs artifact in a way that will allow to compare them. Currently ClearML presents them as a file, not metrics. Please see my code and ClearML "compare experiments" screenshot below.
task.upload_artifact('KPIs CSV', artifact_object=df)

  				
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	one year ago

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					AttractiveShrimp45
				
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Hi AttractiveShrimp45 , can you please elaborate on what you mean by KPIs artifact?

  				
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	one year ago

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					CostlyOstrich36
				
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Many thanks - using Logger it seems much better!
Now I see my metrics under 'Plots'. But when I compare two experiments, ClearML just shows me two tables. I hoped to see the diff.

  				
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	one year ago

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					AttractiveShrimp45
				
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CostlyOstrich36 - thank you!
I guess the right word is 'results' - it's list of KPI metrics, that we use for compare our experiments.

  				
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	one year ago

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					AttractiveShrimp45
				
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If it's metrics why not report them as scalars?
https://clear.ml/docs/latest/docs/references/sdk/logger#report_scalar

  				
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	one year ago

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					CostlyOstrich36
				
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one year ago