ClearML FAQ | Hi, Is There Any Option To Run Clearml Agent In Docker?

Answered

Hi, Is There Any Option To Run Clearml Agent In Docker?

Hi, is there any option to run ClearML Agent in docker?

  				
Posted 
	8 months ago

					More
				  		
  Report
		
					GrievingFish90
				
					0
					 × 1

Votes Newest

Answers 5

btw: you can also do cron for that:
None

@reboot sleep 60 && clearml-agent daemon ...

  				
Posted 
	8 months ago

					More
				  		
  Report
		
					AgitatedDove14
				
					0
					 × 1

Oh I see, that kind of make sense
I think this is the section you should use:
None
But instead of the clearml-services container you should use the regular container (or just have it installed as part of the entry-point on any ubuntu based container)
Notice the important parts here are:
None
None
None
So that it can spin the sibling container

wdyt?

  				
Posted 
	8 months ago

					More
				  		
  Report
		
					AgitatedDove14
				
					0
					 × 1

So I think I should you Docker Compose to run agent in container, which will start after every boot.

  				
Posted 
	8 months ago

					More
				  		
  Report
		
					GrievingFish90
				
					0
					 × 1

My problem:
When the server reboots, agent is not connected to server. I tried it with systemd service and script, but it's not working.

  				
Posted 
	8 months ago

					More
				  		
  Report
		
					GrievingFish90
				
					0
					 × 1

Hi @<1645597514990096384:profile|GrievingFish90>
You mean the agent itself inside a docker then the agent spins sibling dockers for the Tasks ?

  				
Posted 
	8 months ago

					More
				  		
  Report
		
					AgitatedDove14
				
					0
					 × 1

Write your answer

612 Views

5 Answers

8 months ago

8 months ago

Tags

Similar posts

Hello, How Can I Run My Tasks Inside Docker Without Installing Anything At All. Assume That My Image Is Ready To Go And Only Thing That Could Change Is Code. This Is How I Run My Queue On Worker: Clearml-Agent Daemon --Queue Cccg --Docker This Is How I

Hi, I Have A Question: How Can I Set Docker Image When Init A Clearml Task, I Don'T See Docker Option In Task.Init. I Saw A Docker Option In Task.Create But When I Create A Task With Task.Create And Docker Option => Task Couldn'T Run On Remote Agent.

Hi, Can Clearml Run Docker Container On Agent Without Specifying Script Path? Because My Main.Py Script Is Already Inside Docker Image And I Can'T Run Clearml-Task: Clearml-Task --Project Test --Name Test --Queue My_Queue --Docker My_Image Here I Have An

Hi Everyone, Now This Is Happening: I Decided To Use The Default Clearml.Conf File, And I Try To Run The Agents Using Clearml-Agent Daemon --Queue Default --Docker --Foreground So, As It Is Default I Expect It To Be Able To Install Everything But Always H

Hi People When I Try To Use Docker Agents They Fail. If I Run The Command Clearml-Agent Daemon --Gpus 0 --Queue Default --Foreground Inside A Docker Prepared With All The Requirements Installed. It Tells Me:

Hey, So I Am Trying To Run A Script To Train A Model Using Yolov8 Ultralytics. When I Run It Locally On My Computer It Executes Without Any Errors, But When I Try And Run It Through A Clearml-Agent I Always Get An Error That Makes No Sense: The Model Is F

Hi Everyone, I Am New To Clearml And Am Trying To Use Clearml Agent With A Docker Image For Run A Pipeline Remotely. My Agent Is Running And It Is Able To Pick Up The Tasks From The Queue. It Starts Running The Task Inside Docker. However, It Exits The T

Hi There, I Have A Question Regarding The Automatic Requirements Collection Of Clearml-Agent. Currently I Have Two Pip Packages Installed In The Base-Docker Image. When I Run My Experiment I Use:

What The Best Practice To Configure Clearml-Agent In The Way To Don’T Install Packages That Are Already Available Every Time? I Use Nvidia-Docker To Run The Train Script For Example. I Initialized Clearml-Agent Inside A Running Nvidia-Docker Container

Hey There, I Am Trying To Use A Local Docker Agent, But I Cannot Run Tasks There. Using The Bare Metal Variant With Venvs Works Fine. It Seems As The Process Cannot Proceed After Installing Clearml-Agent On The Docker Container, Because The Experiment Is