ClearML FAQ | Hi Everyone! I Have The Following Question, I Want To Run This Docker Image:

Answered

Hi Everyone! I Have The Following Question, I Want To Run This Docker Image:

👋 Hi everyone!

I have the following question, I want to run this docker image: davidnet/tpu-examples:gpuv3 How do I do it in ClearML ?

  				
Posted 
	4 months ago

					More
				  		
  Report
		
					IdealMole15
				
					0
					 × 1

Votes Newest

Answers 3

Hi @<1720249416255803392:profile|IdealMole15>
I'm assuming you mean on a remote machine with clearml-agent running ?
If you do, then you either use clearml-task to create a Task (Job) and specify the container and script. or click on "Create New Experiment" in the UI, and fill out the git repo / script and specify the docker image.
Make sense?

  				
Posted 
	4 months ago

					More
				  		
  Report
		
					AgitatedDove14
				
					0
					 × 1

Oh what if the script is in the container already?

  				
Posted 
	4 months ago

					More
				  		
  Report
		
					IdealMole15
				
					0
					 × 1

Oh what if the script is in the container already?

Hmm, the idea of clearml is that the container is a "base environment" and code is "injected", this makes sure it is easy to reuse it.
The easiest way is to add an "entry point" scripts that just calls the existing script inside the container.
You can have this python initial script on your local machine then when you call clearml-task it will upload the local "entry point" script directly to the Task, and then on the remote machine it will use it and launch the existing script/code that is already inside the container. Makes sense ?

  				
Posted 
	4 months ago

					More
				  		
  Report
		
					AgitatedDove14
				
					0
					 × 1

Write your answer

446 Views

3 Answers

4 months ago

4 months ago

Tags

Similar posts

Hi All, I Want To Run A Docker Image For Running Some Inference Code, And This Needs To Retrieve A Model From The Clearml Model Registry. So I Need To Give Access To The Clearml Server Inside The Image. What'S The Best Way To Do This? Via Env Vars Clearml

Hi, I'M Trying To Install A Self-Hosted Clearml-Server On An Ubuntu22.04 Computer Using The Pre-Built Docker Image And Following

Hi Community! I Have Difficulty Using Clearml Pipeline. I Am Writing The Code Using The Pipeline Decorator, But The Pipeline Does Not Work With The Following Error When Specifying The Docker Image As A Argument Of The Decorator. How Should I Solve It?

I Have A Docker Container That Have Clearml-Agent Running Inside In Normal Mode. The Agent Take On A Task And Execute It Fine. I Just Want To Somehow Log The Docker Image Version That The Agent Is Running Inside. I Start My Container With Something Like:

Hi Community! I'M Trying To Set Up A Gcp Autoscaler Using The Following Machine Image / Docker Container:

Hi All, I Want To Run A Task Inside A Container. This Container Needs To Get Docker Arguments (Volume, To Be Specific). In Addition, This Docker Image (Which Is Not Mine And Will Probably Not Change) Runs A Python Script Using An Entrypoint. This Python S

If I Want To Run Tensorflow (Version 2.10.0 With Python 3.8) With The Aws Autoscaler, Which Ami And Docker Base Image Should I Choose?

I Have A Repository Which Uses Git Lfs And Would Like To Run A Task Through Docker-Based Agent. Despite Installing Git-Lfs In The Docker Image, I Get The Following Error:

Hello, I Have A Question About Clearml-Agent With Docker I Want To Use Image Files Saved In Local Machine Which Clearml-Agent Will Be Operated. I Added "Mount" Command In Clearml.Conf Like This

Hi Everyone, I Was Trying To Build An Image Using Clearml Server Dockerfile ,I Was Getting The Following Error, Failed To Compute Cache Key: "/Docker/Build/Internal_Files/Clearml_Subpath.Conf.Template" Not Found: Not Found I Tried Multiple Solutions From