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Hey, Clearml Team! When Can We Expect An Updated Roadmap? Last One Is From August

Hey, ClearML team! When can we expect an updated roadmap? Last one is from august https://docs.google.com/document/d/1QlPiDO2EzDq_HRvuVhYwPh5F_IsjgmmRTlPNdHik10k/edit
I’m specifically interested in clearml-serving part - the repo has been stale for ~4 months. We are currently evaluating Seldon/KServe(aka KFServing) as a serving engine, and I would be glad to test it together with clearml-serving

  
  
Posted 2 years ago
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Answers 13


I am also interested in the clearml-serving part πŸ˜„

  
  
Posted 2 years ago

JitteryCoyote63 Fair point πŸ˜… , I'll be lying to say we haven't been slow on documenting new features πŸ™‚ That being said, since what you're looking for seems REALLY straightforward (at least to people who know how it works internally πŸ˜› ) we can probably do something about it rather quickly πŸ™‚

  
  
Posted 2 years ago

AnxiousSeal95 The main reason for me to not use clearml-serving triton is the lack of documentation tbh πŸ˜„ I am not sure how to make my pytorch model run there

  
  
Posted 2 years ago

FiercePenguin76 Thanks! That's great input! If you're around tomorrow, feel free to ask us questions in our community talk! We'd be happy to discuss πŸ˜„

  
  
Posted 2 years ago

That would be amazing!

  
  
Posted 2 years ago

Thanks FiercePenguin76
We will update the roadmap and go into details on the next community Talk (in a week from now, I think)
Regrading clearml-serving, Yes! we are actively working on it internally, but we would love to get some feedback, I thinkΒ  AnxiousSeal95 Β would appreciate itΒ  πŸ˜‰

  
  
Posted 2 years ago

Hi Jevgeni! September is always a slow month in Israel as it's holiday season πŸ™‚ So progress is slower than usual and we didn't have an update!
Next week will be the next community talk and publishing of the next version of the roadmap, a separate message will follow

  
  
Posted 2 years ago

we are just entering the research phase for a centralized serving solution. Main reasons against clearml-serving triton are: 1) no support for kafka 2)no support for shadow deployments (both of these are supported by Seldon, which is currently the best=looking option for us)

  
  
Posted 2 years ago

As for your question, yes, our effort was diverted into other avenues and not a lot of public progress has been made.
That said, what is your plan for integration of the tools? automatically promote models to be served from within clearml?

  
  
Posted 2 years ago

FiercePenguin76 JitteryCoyote63 are you guys using clearml-serving triton at the moment? If not, would be happy to hear what are the barriers for usage πŸ™‚

  
  
Posted 2 years ago

automatically promote models to be served from within clearml

Yes!

  
  
Posted 2 years ago

in the far future - automatically. In the nearest future - more like semi-manually

  
  
Posted 2 years ago

like replace a model in staging seldon with this model from clearml; push this model to prod seldon, but in shadow mode

  
  
Posted 2 years ago
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