the images do not show up in debug_samples. How can I check what is wrong?

yes

yes, but the local output was completely empty

AgitatedDove14 if I use report_image can I get a URL to it somehow?

SuccessfulKoala55 20 minutes at least

Not sure yet, I will get back to you on this later, in 1-2 weeks, thanks.

AgitatedDove14 going back to the slurm subject, I have local trains installed on the cluster with slurm so I am ready to test. At the same time I was thinking whether a simple solution would do the job:
a) [scale up agents] monitor the trains queue, if there is something that was not started for some amount of time, and the number of agents is not yet at the maximum, then add an agent,
b) [scale down agents] if all the tasks are running and there are idle agents, kill an idle agent.
Or do yo...

AgitatedDove14 thanks, that will be helpful!

yes, this is what I found as well

there was a problem with index order when converting from pytorch tensor to numpy array

ok, there is probably a problem on my side, because when I ran the sample code from the repo it works, sorry to bother you

have some kind of an add-on not as a widget but in an external system (this is not the preffered way of course)

No, they were not SuccessfulKoala55

apiserver logs were clean, only 200s there

so far everything works, the only problem I can think of is a race condition, but I will probably ignore it, which happens in the following scenario:
a) a worker finishes its current run, turns into an idle state,
b) my script scrapes the status of the worker, which is idle,
c) a new task is enqueued and picked by the worker,
d) the worker is killed after it managed to pull a task from the queue, so the task will be cancelled as well.

AgitatedDove14 I do not want to push you in any way, but if you could give me an estimate of the slurm glue code, that would be helpful. I should have a local installation of the trains server to experiment with next week.

👍

AgitatedDove14 thanks for the additional information:
yes, the report_image problem was resolved after I reordered dimensions in the tensor. is there an advantage in using tensorboard over your reporting? html reporting looks powerfull, can one inject some javascript inside?

AgitatedDove14 I looked at the K8s glue code, having something similar but for SLURM would be great!

Unfortunately there is no docker, there is only singularity. This cluster is used by many users and docker is not secure enough.

that would be great!

I implemented the first version and it seems to work.

But I can't do this from the web ui, can I?

I will only cancel daemons which are idle.

sure, we can deal with the drivers

AgitatedDove14 I need to finish working now, will be back in the evening and have a look.

For the images themselves, you can get heir urls

how can I do it?

yes, happy to help! In fact I am also interested in the k8s glue, since in one of our use cases we are using jobs and not pods (to allow for spot instances in the cloud), but I need to dig digger into the architecture to understand what we need exactly from k8s glue.

and the experiment did not produce any logs, shall I enable some debug flag?

ok, thanks!