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Answered
Is There A Way To Save The Models Completely On The Clearml Server? It Seems That Clearml Server Does Not Store The Models Or Artifacts Itself, But They Are Stored Somewhere Else (E.G., Aws S3-Bucket) Or On My Local Machine And Clearml Server Is Only Sto

Is there a way to save the models completely on the ClearML server?

It seems that ClearML Server does not store the models or artifacts itself, but they are stored somewhere else (e.g., AWS S3-bucket) or on my local machine and ClearML Server is only storing configuration parameters and previews (e.g., when the artifact is a pandas dataframe). Is that right?

  
  
Posted one year ago
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Answers 45


"Messy" is putting it nicely.

  
  
Posted one year ago

@<1523701083040387072:profile|UnevenDolphin73> : I see. I did not make the connection that output_uri=True is what I was missing. I thought this was the default. But the default is actually "None", which is different than "True".

  
  
Posted one year ago

Unbelievable! That worked.

  
  
Posted one year ago

@<1523701083040387072:profile|UnevenDolphin73> : From which URL is your most recent screenshot?

  
  
Posted one year ago

Hi @<1523704157695905792:profile|VivaciousBadger56> , you can configure Task.init(..., output_uri=True) and this will save the models to the clearml file server

  
  
Posted one year ago

@<1523704157695905792:profile|VivaciousBadger56> I'm not sure I'm following you - is the issue not being able to upload to the ClearML server or to load the downloaded file?

  
  
Posted one year ago

The documentation is messy, I’ve complained about it the in the past too 🙈

  
  
Posted one year ago

@<1523701083040387072:profile|UnevenDolphin73>

  
  
Posted one year ago

🙂

  
  
Posted one year ago

@<1523701083040387072:profile|UnevenDolphin73> : If I do, what should I configure how?

  
  
Posted one year ago

Do you mean "exactly" as in "you finally got it" or in the sense of "yes, that was easy to miss"?

  
  
Posted one year ago

@<1523701083040387072:profile|UnevenDolphin73> : Thanks, but it does not mention the File Storage of "ClearML Hosted Server".

  
  
Posted one year ago

Yes, you're correct, I misread the exception.
Maybe it hasn't completed uploading? At least for Datasets one needs to explicitly wait IIRC

  
  
Posted one year ago

@<1523701083040387072:profile|UnevenDolphin73> : How do you figure? In the past, my colleagues and I just shared the .zip file via email / MS Teams and it worked. So I don't think so.

  
  
Posted one year ago

Heh, good @<1523704157695905792:profile|VivaciousBadger56> 😁
I was just repeating what @<1523701070390366208:profile|CostlyOstrich36> suggested, credits to him

  
  
Posted one year ago
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