ClearML FAQ | For Those Using Clearml For Model Storage - Do You Use It Just For Storing Checkpoints During Training, Or Do You Also Use It As A Canonical Storage Location For Fully Trained Models? Like For Services Using These Models That Are Deployed To Production, D

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For Those Using Clearml For Model Storage - Do You Use It Just For Storing Checkpoints During Training, Or Do You Also Use It As A Canonical Storage Location For Fully Trained Models? Like For Services Using These Models That Are Deployed To Production, D

Hi ShallowArcticwolf27
First of all:

If the answer to number 2 is no, I'd loveee to write a plugin.

Always appreciated ❤

Now actually answering the Q:
Any torch.save (or any other framework save) will either register or automatically upload, the file (or folder) in the system. If this is a folder it will be zipped and uploaded, if a file just uploaded to to the assigned storage output (the cleaml-server, any object storage service, or shared folder). I'm not actually sure I followed the seconds Q, but I'll first try to give some background. All models are stored in the model repository (a per project repository), then you can access / query the model repository and fetch (download) your model. Actually using the models (i.e. loading) is up to the user.Make sense ?

  				
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	3 years ago

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3 years ago

one year ago