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Hi Guys, I Am Trying To Upload And Serve A Pre-Existing 3-Rdparty Pytorch Model Inside My Clearml Cluster. However, After Proceeding With The Suggested Sequence Of Operations By Official Docs And Later Even Gpt O3, I Am Having Errors Which I Cannot Solve.


SuccessfulKoala55 Also, there's one more thing that is bugging me: I have my model files on a remote host in the same LAN (.68 machine), so I try to push them to the model storage of clearml server (.69 machine).

But as far as I understand, I must provide either the URL or local path to the model file in order for ClearML SDK to send it to server machine. So I provide the absolute local path on my .68 device.

However, when I open the model storage on .69 and choose my uploaded model, it provides me with the file:/// link, which is the LOCAL path to the file on .68 - there are no such folders etc. on .69. So I don't understand, where it actually stores or how it downloads the models to the storage...

Example :

  1. on .68 my model file lies in / home/username/modelfiles/model.pth
    When I upload this via python script as InputModel from .68 to .69 , it shows no errors whatsoever.

  2. But on .69 ClearML server model storage the path looks like this: file:///home/username/modelfiles/model.pth
    So, no remote IP of x.x.x.68 whatsoever.

  3. I tried to reupload the model using the path of x.x.x.68/home/username/modelfiles/model.pth , and it also didn't show any errors, giving the file:///x.x.x.68/home/username/modelfiles/model.pth

But which of them is actually correct and functioning, I don't know... Should I move my model file manually to the .69 machine, where ClearML server is?

  
  
Posted one month ago
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one month ago
one month ago