CostlyOstrich36 The application problem was indeed solved 🙂 but the plots one didn't

Unfortunately, I am not running on a community server

EDIT CostlyOstrich36

third image - cache after running another task with new cache file created even though cache is disabled

it is finalised

Yeah this is a lock which is always in our cache, cant figure out why it's there, but when I delete the lock and the other files, they always reappear when I run a new clearml task.
Another thing I should note: I have recently had an error which fix was to run git config --global --add safe.directory /root/.clearml/vcs-cache/r__ (git repo name).d7f
Ever since, once I run a new task - a new file appears in the cache with the format of <git repo name.lock file name_a bunch of numbers>

https://app.slack.com/client/TT9ATQXJ5/activity-page/thread/CTK20V944-1650783838.033619

Because of a server error I can't download the log so I attached a screenshot. In the log I see only the following reports (without a summary table/plot).

What will happen if I disable the cache? Is there a way to find out which experiment is hung and why? in order to avoid this?

I had a task which I have cloned and reset a bunch of times, when I created the test as a new one, the error didnt appear again

No it was also a fluke..

CumbersomeCormorant74 As you can see in the attached - there were 2 experiments at the same time, but only one agent pulled the task, even though the second agent was free and listening to the queue.

Just to clarify again - when I start the agents I run :
clearml-agent daemon --detached --queue training
and then: clearml-agent daemon --detached --services-mode --queue services --docker ubuntu:18.04 --cpu-only
This is why there are 'training' and 'training_2' queues.

Hi, the URL contains some details which I wouldn't like to share on this thread. Can I send it to one of you in private message?

Thanks!!

In the child dataset task I see the following :
ARTIFACTS - > STATE:
Dataset state
Files added/modified: 1 - total size 518.78 MB
Current dependency graph: {
"0385db....": [], ()
"94f4....": ["0385db..."]
}
child task is 94f4.. and parent task is "0385db..." but what does the () line means?

Hi, joining in into this thread. I just have the same error with my task, which is not an optimization one.
created virtual environment CPython3.7.5.final.0-64 in 232ms
creator CPython3Posix(dest=/home/ubuntu/.clearml/venvs-builds/3.7, clear=False, no_vcs_ignore=False, global=False)
seeder FromAppData(download=False, pip=bundle, setuptools=bundle, wheel=bundle, via=copy, app_data_dir=/home/ubuntu/.local/share/virtualenv)
` added seed packages: pip==22.0.4, setuptool...

CostlyOstrich36 yes - sorry for the wrong terminology

still not working

Interesting I am only now seeing **optimizer_kwargs it seems that it will fix my problem. Is it too much to ask if you could add an example of how to initiate the optuna object with the kwargs (mainly how to initiate 'trial', 'study', 'objective' arguments) ? 🙂

I don't know if it has anything to do with it but I now see that the repo which is cloned and save in the cache is actually a different branch than the one which is pulled by the agent.

From the log file:
repository = https://gitlab.com/data_science_team/PROJECT_NAME branch = MYBRANCH
SOMENUMBER IP### DEBUG
warning: redirecting to https://gitlab.com/data_science_team/PROJECT_NAME.git/

Thanks! the second link is exactly that what I was looking for 🙂

I will elaborate on the situation:
I have 2 agents - training and training_2. They are both listening to the services queue, but only 'training' pulls the tasks. At the beginning I had 2 tasks in the services queue. Then, agent 'training' pulled one and is currently executing it, but for some reason - it also pulled the 2nd task into it's queue, that is although this agent is not free and I have another agent which is: 'training_2'.

But I can add screenshots of the log file if necessary

This is not something that we defined or created- if I understand your question. It is created once a ClearML task is run, and there until the lock is deleted (which is something we do to handle another error I posted here about)

Another question: Is there a way to group together Dataset tasks (i.e redefine their parent) after the tasks have been finalized? In the same context: is there a way to change the dependency graph in the clearml dashboard after the task creation and finalization ?

Thank you for the clarification, everything is clear now 🙂

YES! it works 🙂

I attached the log of the tensor board.
The scalar reported to the tf log is : 0.2631
The scalar reported to the scalars board in the UI is : 0.121
There is a major difference between the two

CostlyOstrich36 Another clarification:
The master branch cache is stored at ". clearml/vcs-cache " - the code file doesn't exist there + the problem described above is occuring in this folder (multiple cache files of same repo).
While my branch is stored at " .clearml/venvs-builds/3.7/task_repository/"

We have been trying to resolve the issue. I will comment here again if any more problems arise. Thanks!