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Answered
Hi, I Have Started Learning Clearml And How To Use It. I Deployed Clearml And Clearml-Agent In A Kubernetes Cluster Using Helm Chart. Can Anyone Please Guide Me On How To Run An Ml Experiment Using Clearml-Agent Deployed In The Cluster? I Have Set The Arg

Hi, I have started learning ClearML and how to use it.
I deployed ClearML and ClearML-Agent in a Kubernetes cluster using Helm chart.
Can anyone please guide me on how to run an ML experiment using ClearML-Agent deployed in the cluster? I
have set the argument 'CLEARML_WORKER_NAME=clearml-agent,' but the experiment is still running on my PC.

  
  
Posted one year ago
Votes Newest

Answers 4


Hi @<1595587997728772096:profile|MuddyRobin9> , after you've ran an experiment locally, you can then go to the web UI, right click the experiment, click on clone and then enqueue the experiment to whatever queue is glued to k8s

  
  
Posted one year ago

I think you might find this video helpful

  
  
Posted one year ago

@<1523701070390366208:profile|CostlyOstrich36> Thanks for responding. In the video, the explanation about running the experiment in the Kubernetes agent was very brief, and no demo was provided for that.
Here are the steps I followed considering that I'm connected to the cluster:

  • I installed the ClearML agent Helm chart, and now I have the ClearML agent running in the "clearml" namespace.
  • After that, I ran the script from the following GitHub repository: None
  • I used the command python k8s_glue_example.py --namespace clearml --queue default or python k8s_glue_example.py --namespace clearml to run the experiment, but unfortunately, it didn't execute the experiment on my Kubernetes ClearML agent after g oing to the web UI, right click the experiment, click on clone and then enqueue the experiment to whatever queue is glued to k8s
  
  
Posted one year ago