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

Really stoked to start using it and introduce a more sane ML ops workflow at my workplace lol.

Totally with you 🙂

... would that be a

Model Registry Store

plugin?

YES please ❤
So we actually just introduced "Applications" into the clearml free tier, https://app.community.clear.ml/applications
Allowing you to take any Task in the system and make it an "application" (a python script running on one of the service agents), with the ability to configure it with a wizard (wizard definition is a json defining the diff steps, and mapping into the Task parameters/configuration), and allow you to add reports as well (with the same Task logger interface).
This will allow you to write a Task that listens (polls) on the model repository state, then when detecting a new model, it could launch (enqueue) another Task.
wdyt? is this what you had in mind ?

  				
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	3 years ago

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3 years ago

one year ago