If I Have 1 Machine With A Gpu, Can I Put A Worker On It With Gpu And Two Workers With

Answered

if I have 1 machine with a GPU, can I put a worker on it with GPU and two workers with --cpu-only ? i.e. can 2 workers in the same machine be launched in cpu-only mode?

  				
Posted 
	2 years ago

					More
				  		
  Report
		
					ElegantCoyote26
				
					0
					 × 1

Votes Newest

Answers 5

Perhaps you may if can you assign CPU cores to the agent? I’d avoid doing GPU and CPU at the same time as my GPU load creates a decent CPU load by itself.

  				
Posted 
	2 years ago

					More
				  		
  Report
		
					SparklingHedgehong28
				
					0
					 × 1

I don't think you can currently assign cpu cores to the agents. They just use the resources they have in cpu mode

  				
Posted 
	2 years ago

					More
				  		
  Report
		
					CostlyOstrich36
				
					0

I have done this but I remember someone once told me this could be an issue... Or I could be misremembering. I just wanted to double check

  				
Posted 
	2 years ago

					More
				  		
  Report
		
					ElegantCoyote26
				
					0
					 × 1

I'd assume not, trust John here.

  				
Posted 
	2 years ago

					More
				  		
  Report
		
					SparklingHedgehong28
				
					0
					 × 1

yeah, that's fair enough. is it possible to assign cpu cores? I wasn't aware

  				
Posted 
	2 years ago

					More
				  		
  Report
		
					ElegantCoyote26
				
					0
					 × 1

Write your answer

863 Views

5 Answers

2 years ago

one year ago

Hello Guys, I Have 4 Workers (2 In Default And 2 In Service Queue On Same Machine) And Running A Cron Job Of Data Preparation.It Works Well For About 3 Days But After That Tasks Are Getting Failed By Their Own With Given Below Error.Can Anyone Help Me O

Hi, Do You Know More Or Less How Many Workers Can Server Work With. Have You Make Such Stress-Tests? The Thing Is That We Have Some Power Run Agent On (For Example 200 Agents). Will It Handle That? Suppose, That Machine That The Server Runs On Has Around

I Have A General Question About This Part In Dynamic Gpu Allocation. If For Example I Have A Machine That Has 8 Gpus And I Have 3 Queues: Queue1 Will Take 3Gpus, Queue2 Will Take Another 3Gpus, So In Queue3 Can I Put 2-4 Gpus?? If There Are Idle Gpus So T

I Have A Problem That Might Not Directly Be Clearml Related, But Maybe Someone Here Has An Idea: I Run A Clearml-Server On A Machine With 128Gb Ram, 32 Cores And 2 Gpus. On The Same Machine I Run 2 Clearml-Agent Each With Access To 1 Gpu, 12 Cores, An 48G

Hi, Is It Possible To Start A Clearml-Agent (Not In Docker Mode) On A Machine With A Gpu, But Enforce The Clearml-Agent To Not “See” The Gpu? So That The Experiments Run By This Agent Fail If They Try To Access A Gpu? Like The

Hey Guys, I Am Setting Up A New Machine With Two Rtx 3070 Gpus Where I Created Two Agents (One For Each Gpu). On Both Agents, My Experiments Fail With Error:

Hey Guys, I'M Experiencing Seemingly Random Problems With The Experiments. There Are 4 Gpus And 8 Workers (2 Workers Per Gpu) , And Sometimes Experiments Randomly Fail (Or Complete) In The Middle Of The Epoch Without Any Additional Info In The Logs. What

I Have A Set Up An Agent, On A Gpu Machine, And Spun Up The Daemon In Docker Moder, And Specifically Specified A Gpu That It Will Work With. The Image Is Okay And I Verified That By Running