GrievingTurkey78 , do you have iterations stated explicitly somewhere in the script?

CostlyOstrich36 Pytorch lightning exposes the current_epoch in the trainer, not sure if that is what you mean.

GrievingTurkey78 , can it be a heavy calculation that takes time? ClearML has a fallback to time instead of iterations if a certain timeout has passed. You can configure it with task.set_resource_monitor_iteration_timeout(seconds_from_start=<TIME_IN_SECONDS>)

I'll give that a try! Thanks CostlyOstrich36

Hey CostlyOstrich36 I am doing a lot of things before the first plot is reported! Is the seconds_from_start parameter unbounded? What should I do if it takes a lot of time to report the first plot?

GrievingTurkey78 , the default is 3 minutes. You can try setting to a long enough time to make sure it doesn't skip the epoch 🙂

Thanks 🙌

Last question CostlyOstrich36 sorry to poke you! Seems even though if I set an extremely long time it will still fail when the first plots are reported. The first plots are generated automatically by pytorch lightning and track the cpu and gpu usage. Do you think this could be the cause? or should it also detect the iteration.

GrievingTurkey78 , I'm not sure. Let me check.
Do you have cpu/gpu tracking through both pytorch lightning AND ClearML reported in your task?

Oh I think I am wrong! Then it must be the clearml monitoring. Still it fails way before the timer ends.

I set the number to a crazy value and it fails around the same iteration

GrievingTurkey78 , can you try disabling the cpu/gpu detection?

Sure! Could you point me out how its done

GrievingTurkey78 , please try task.init( auto_resource_monitoring=False, ... )

CostlyOstrich36 That seemed to do the job! No message after the first epoch, with the caveat of losing resource monitoring. Any idea of what could be causing this? If the resource monitor is the first plot then the iteration detection will fail? Are there any hacks to keep the resource monitoring? Thanks a lot! 🙌

GrievingTurkey78 , did you try calling task.set_resource_monitor_iteration_timeout after the task init?

Yes CostlyOstrich36

GrievingTurkey78 , let me take a look into it 🙂

Thanks!

GrievingTurkey78 , what timeout did you set? Please note that it's in seconds so it needs to be a fairly large number

I set it to 200000 ! But the problem stems from when the first plot is the clearml cpu and gpu monitoring, were you able to reproduce it? Even if I set the number fairly large when the monitoring plot was reported the message appeared.