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Answered
Hi, I Am Running Clearml Agent Using Sdk. When I Run A Remote Job On This Clearml Agent, The Venv Setup Is Totally Based On My Requirements.Txt Instead Of Adding On To What The Image Has Before. Why?

Hi, I am running clearml agent using SDK. When I run a remote job on this clearml agent, the venv setup is totally based on my requirements.txt instead of adding on to what the image has before. Why?

  
  
Posted 10 months ago
Votes Newest

Answers 8


Thanks I just realised I didn't add --docker

  
  
Posted 10 months ago

Are you running inside a kubernetes cluster ?

  
  
Posted 10 months ago

Hi @<1523701304709353472:profile|OddShrimp85>

the venv setup is totally based on my requirements.txt instead of adding on to what the image has before. Why?

Are you using the agent in docker mode ? if this is the case it creates a venv inside the docker, inheriting from the preinstalled docker system packages,

  
  
Posted 10 months ago

I was browsing clearml agent gihub and saw this. Isn't this for spinning up clearml-agent in a docker and perform like a daemon?
image

  
  
Posted 10 months ago

Alternatively I understand I can also run the agent using...

No you should not if you are running the agent inside a container it cannot work in docker mode and spin its own containers
Bottom line use clearml-agent daemon

  
  
Posted 10 months ago

SdK meaning I run the agent using clearml-agent daemon ....
Alternatively I understand I can also run the agent using docker run allegroai/clearml-agent:latest. But I cannot figure out how to add --restart, --queue, -- gpus flag to the container

  
  
Posted 10 months ago

By the way, how can I start up the clearml agent using the clearml-agent image instead of SDK? Do u have an example of the docker run command that includes the queue, gpus etc?

  
  
Posted 10 months ago

how can I start up the clearml agent using the clearml-agent image instead of SDK?

Not sure I follow, what do you mean instead of the SDK? and what is the "clearml-agent image" ?

  
  
Posted 10 months ago