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Once I Set Up A Clear Ml Server On A Machine. I Understand I Need An Agent Listening On A Queue To Run Code. Do I Absolutely Have To Have An Agent And The Gpu On The Same Machine As The Server? Also Do The Gpu And Agent Have To Be On The Same Machine?

Once I set up a clear ml server on a machine. I understand I need an agent listening on a queue to run code. Do I absolutely have to have an agent and the gpu on the same machine as the server? Also do the gpu and agent have to be on the same machine?

  
  
Posted 2 years ago
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Answers 8


No, the agent can be in any machine.
But the agent has to be running on the machine with gpu

  
  
Posted 2 years ago

Just to be absolutely clear.

Agent Listening on Machine A with GPU listening to Queue X.

Task enqueued onto queue X from Machine B with no GPU.

Task runs on Machine A and experiment gets published to server?

  
  
Posted 2 years ago

Basically since I want to train AI Models right. I'm trying to set up the architecture where I can automate the process from data fetching to model training, and need GPU for training.

  
  
Posted 2 years ago

Thank you for the help guys.

  
  
Posted 2 years ago

Yes 🙂

  
  
Posted 2 years ago

Ok. I kind of have a confusion now. Suppose I have an agent listening to some Queue X. If someone else on some other machine enqueues their task on Queue X, will my agent run it?

  
  
Posted 2 years ago

And multiple agents can listen to the same queue right?

  
  
Posted 2 years ago

VexedCat68 , you need to run the agent on a machine with gpu. The server doesn't need to have gpu 🙂

Regarding the queue:
Yes, if someone enqueues a task onto queue X, an agent listening to that queue will run the task.

  
  
Posted 2 years ago
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