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Answered
Hi

Hi !
🎉 We have exciting news to share, clearml-serving v2 is finally out! 🎊

After multiple design iterations with users & customers, the new and revised clearml-serving is ready!
Deploy with a single docker-compose and have:

  • 📯 Out of the box ML serving
  • 💪 Triton backed DL serving
  • 🪄 Full support for per/post processing code (so now we have a simple RestAPI, no more application logic!)
  • 📊 OOB Performance Monitoring with Grafana Dashboard (Yes! including custom prediction histograms and inputs!)

https://github.com/allegroai/clearml-serving/ 🎁 https://github.com/allegroai/clearml-serving/

If you want to learn more on the design decisions and the architecture, check out ClearML serving GTC22 talk 🕶️ https://www.nvidia.com/gtc/session-catalog/?tab.scheduledorondemand=1583520458947001NJiE&search=S41459#/session/1637011020649001r8m6

  
  
Posted one year ago
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Answers 8


I think you can watch it after GTC on the nvidia website, and a week after that we will be able to upload it to the youtube channel 🙂

  
  
Posted one year ago

I missed this! nooooo. Please upload the talk

  
  
Posted one year ago

BTW
Grafana Visualizing endpoint request latency as well as prediction result value distributions

  
  
Posted one year ago

I think it is free 🙂 (registration that is)

  
  
Posted one year ago

gotit. reg is indeed free 🙂

  
  
Posted one year ago

This is so cool!

  
  
Posted one year ago

Awesome! any way to hear the talk w/o/ registering for the whole conference?

CloudySwallow27 Anyway we will make sure we upload the talk to the clearml youtube channel after the Talk

  
  
Posted one year ago

Awesome! any way to hear the talk w/o/ registering for the whole conference?

  
  
Posted one year ago
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