Hi, Is There A Way To Fully Reproduce The Experiment Environment Locally Without Executing It ? Clearml Agent Do Setup A Venv And Install All The Package, Install Diff, .... Then Execute The Training Code. Is It Possible To Tell Clearlml-Agent To Stop Th

Answered

Hi, Is there a way to fully reproduce the experiment environment locally without executing it ?
Clearml agent do setup a venv and install all the package, install diff, .... then execute the training code. Is it possible to tell clearlml-agent to stop there so that a human can inspect the state of the code and package and potentially run it manually later on ?

  				
Posted 
	one year ago

					More  		
  Report
		
					ManiacalLizard2
				
					0
					 × 1

Votes Newest

Answers 4

all good. Just wanted to know in case I missed it

  				
Posted 
	one year ago

					More  		
  Report
		
					ManiacalLizard2
				
					0
					 × 1

Hi ManiacalLizard2 , did you try looking at clearml-agent build ... ?

  				
Posted 
	one year ago

					More  		
  Report
		
					SuccessfulKoala55
				
					0
					 × 1

SuccessfulKoala55 Yes, I am aware of that one. It build docker container ... I wanted to build without docker. Like when clearml-agent run in non-docker mode, it is already building the running env inside it caching folder structure. I was wondering if there was a way to stop that process just before it execute the task .py

  				
Posted 
	one year ago

					More  		
  Report
		
					ManiacalLizard2
				
					0
					 × 1

That's currently not supported...

  				
Posted 
	one year ago

					More  		
  Report
		
					SuccessfulKoala55
				
					0
					 × 1

Write your answer

1K Views

4 Answers

one year ago