Prev, I Worked With Clearml (1 Year Back) And Back Then, We Config Seldon Core For The Deployment And Clearml For The Training.. Now There Is Clearml-Serving, Does It And Can It Fulfill A Similar Objective ?

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Hi DeliciousBluewhale87
This is the latest clearml-serving (stable release at GTC at the end of the month)
https://github.com/allegroai/clearml-serving/tree/dev

Generally speaking, clearml-sering is a control plane, preprocessing, ML inference, with Nvidia Triton for DL inference (fully transparent).
It allows you to spin an entire fully dynamic & scalable serving on top of k8s cluster. Once you spin the base containers, you can configure them live with a CLI, this includes adding new endpoint model serving including preprocessing code.

  				
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	2 years ago

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2 years ago

one year ago