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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 2 years ago
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Answers 45


It is documented at None ... super deep in the code. If you don't know that output_uri in TASK's (!) init is relevant, you would never know...

  
  
Posted 2 years ago

@<1523701087100473344:profile|SuccessfulKoala55> : I referenced this conversation in the issue None

  
  
Posted 2 years ago

Heh, well, John wrote that in the first reply in this thread 🙂
And in Task.init main documentation page (nowhere near the code), it says the following -
image

  
  
Posted 2 years ago

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

  
  
Posted 2 years 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 2 years ago

Either? 🙂

  
  
Posted 2 years ago

@<1523704157695905792:profile|VivaciousBadger56> It seems like whatever you pickled in the zip file relies on some additional files that are not pickled.

  
  
Posted 2 years ago

It should store it on the fileserver, perhaps you're missing a configuration option somewhere?

  
  
Posted 2 years ago

Hi all, sorry for not being so responsive today 🙏

  
  
Posted 2 years ago

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

  
  
Posted 2 years ago

From the one you sent - None

  
  
Posted 2 years ago

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

  
  
Posted 2 years ago

@<1523701083040387072:profile|UnevenDolphin73> : I do not get this impression, because during update_weights I get the message

2023-02-21 13:54:49,185 - clearml.model - INFO - No output storage destination defined, registering local model C:\Users..._Demodaten_FF_2023-02-21_13-53-51.624362.model

  
  
Posted 2 years 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 2 years 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 2 years ago
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