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RoundMosquito25
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30 Questions, 94 Answers
  Active since 10 January 2023
  Last activity one year ago

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94 × Eureka!
0 Votes
2 Answers
634 Views
0 Votes 2 Answers 634 Views
Hi, I have such a usecase: I have different types of tasks that use GPU: task that uses 1 card task that uses 0.5 of card task that uses [other number] of ca...
one year ago
0 Votes
3 Answers
587 Views
0 Votes 3 Answers 587 Views
Hi, suppose, that I run Server on machine A and ClearML Agents on machines B_1, B_2, ....B_n . Is it required to open some ports on machines B_i ? I mean, is...
one year ago
0 Votes
7 Answers
702 Views
0 Votes 7 Answers 702 Views
Hi, I'm using a self hosted version of ClearML. I am querying experiments from UI and I am getting such error: Fetch experiments for selection failed Error 1...
one year ago
0 Votes
1 Answers
583 Views
0 Votes 1 Answers 583 Views
Hi, are there available somewhere examples of testing in ClearML? For example unit tests that check if parameters are passed correctly to new tasks etc.?
one year ago
0 Votes
4 Answers
606 Views
0 Votes 4 Answers 606 Views
In UI such strange artifact is visible sometimes. After reloading page looks fine.
one year ago
0 Votes
1 Answers
623 Views
0 Votes 1 Answers 623 Views
Hi! I am researching different MLOps libraries / platforms. I don't want to use platform as a service solutions. Could you suggest me what are the main diffe...
one year ago
0 Votes
2 Answers
621 Views
0 Votes 2 Answers 621 Views
Hi, is there a way to abort task (not reset, not delete) from code?
one year ago
0 Votes
2 Answers
639 Views
0 Votes 2 Answers 639 Views
Hi, is there a possibility to switch off the agent just after if finishes current task (not to fail the task, but to wait minimal time)?
one year ago
0 Votes
2 Answers
534 Views
0 Votes 2 Answers 534 Views
Hi, I have a question about logs, when I am looking into apiserver logs, I have for example [2023-04-18 14:47:42,043] [9] [INFO] [clearml.service_repo] Retur...
one year ago
0 Votes
30 Answers
586 Views
0 Votes 30 Answers 586 Views
Hi, I am trying to use agent, but I have a problem. Execution of task stucks like this
one year ago
0 Votes
2 Answers
614 Views
0 Votes 2 Answers 614 Views
Hi, when we use Task.clone()we need to pass project id (not project name). Is there a way to get project id from project name somehow?
one year ago
0 Votes
4 Answers
685 Views
0 Votes 4 Answers 685 Views
Hi, I think I've found a strange bug in scheduler. I would like to run some job every Monday at 15:40 UTC. So I run this at 15:35: scheduler.add_task( name='...
one year ago
0 Votes
3 Answers
749 Views
0 Votes 3 Answers 749 Views
one year ago
0 Votes
2 Answers
737 Views
0 Votes 2 Answers 737 Views
one year ago
0 Votes
3 Answers
533 Views
0 Votes 3 Answers 533 Views
Hi! PipelineController has method: - add_pipeline_tags ( bool ) – (default: False) if True, add pipe: tag to all steps (Tasks) created by this pipeline. Can ...
one year ago
0 Votes
1 Answers
653 Views
0 Votes 1 Answers 653 Views
I also have a general question. Most frequently, we work with our ml models not as a single script, but a project - multi level directory of files. How do we...
one year ago
0 Votes
8 Answers
729 Views
0 Votes 8 Answers 729 Views
one year ago
0 Votes
4 Answers
678 Views
0 Votes 4 Answers 678 Views
Hi, I know that ClearML uses local changes for patching and running script. Can it also do the same with local commits?
one year ago
0 Votes
1 Answers
682 Views
0 Votes 1 Answers 682 Views
Hi, by accident I've scheduled 1000 experiments. I would like to abort them. In the UI I can do "load more", but it loads 15 more. Is there any option to do ...
one year ago
0 Votes
14 Answers
594 Views
0 Votes 14 Answers 594 Views
Hi, we have quite an unusual issue. We run some agents, we attach them to queue. They are doing the job (they are doing hyperparameter optimization), however...
one year ago
0 Votes
2 Answers
687 Views
0 Votes 2 Answers 687 Views
Hi! In UI I see USER for each task. Where is this variable stored in the system. How to specify a different user when running a task?
one year ago
0 Votes
19 Answers
611 Views
0 Votes 19 Answers 611 Views
Hi, can I run an ClearML Agent on multiple computers (on-premise)? Is there any example in the documentation on how to do that?
one year ago
0 Votes
1 Answers
596 Views
0 Votes 1 Answers 596 Views
When we run a task on GPU, we can access GPU monitoring. But can we access it from code? Usecase is: when we see that there is enough resources for some task...
one year ago
0 Votes
9 Answers
598 Views
0 Votes 9 Answers 598 Views
Tasks can be put in draft state - if we will execute: task.execute_remotely()it will not start Is there a way to do the same with pipeline (not run it immedi...
one year ago
0 Votes
2 Answers
663 Views
0 Votes 2 Answers 663 Views
one year ago
0 Votes
3 Answers
708 Views
0 Votes 3 Answers 708 Views
I have question about a situation, when agent is running on a queue, but also we'll use clearml-agent execute --idHow will it work, a) will be run immediatel...
one year ago
0 Votes
9 Answers
621 Views
0 Votes 9 Answers 621 Views
Hi, is there a possibility to use one GPU card with 2 agents concurrently (there are tasks that need only fraction of a card)
one year ago
0 Votes
13 Answers
688 Views
0 Votes 13 Answers 688 Views
one year ago
0 Votes
20 Answers
711 Views
0 Votes 20 Answers 711 Views
Hi, I am trying to use agent with a sample, very simple task. But it stucks and task does not finish. In UI in console I see what I pasted on image. Do you k...
one year ago
0 Votes
4 Answers
640 Views
0 Votes 4 Answers 640 Views
Hi. When we construct a pipeline consisting of steps and when we are aborting a pipeline, the steps aren't aborting (they run until they are done). Is there ...
one year ago
0 Hi, I Am Trying To Use Agent, But I Have A Problem. Execution Of Task Stucks Like This

WARNING: You are using pip version 20.1.1; however, version 21.3.1 is available.
You should consider upgrading via the '/usr/bin/python3 -m pip install --upgrade pip'
command.
Retrying (Retry(total=239, connect=239, read=240, redirect=240, status=240)) after co
nnection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at
` 0x7faf9da78400>: Failed to establish a ...

one year ago
0 Hi, I Am Trying To Use Agent, But I Have A Problem. Execution Of Task Stucks Like This

when is server created on my local machine, when I do clearml-init ?

one year ago
0 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

SuccessfulKoala55 We are encountering some strange problem. We are spinning N agents using script, in a loop

But not all agents are visible as workers (we check it both in UI, but also running workers_list = client.workers.get_all() ).

Do you think that is it possibility that too much of them are connecting at once and we can solve that by setting a delay between running subsequent agents?

one year ago
0 Hi, I Think I'Ve Found A Strange Bug In Scheduler. I Would Like To Run Some Job Every Monday At 15:40 Utc. So I Run This At 15:35:

version:
1.8.1hack line:
#scheduler._schedule_jobs[0]._last_executed = datetime.utcnow() - relativedelta(days=1)

one year ago
0 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

SuccessfulKoala55 hmm, we are trying to do something like that and we are encountering problems. We are doing big hyperparameter optimization on 200 workers and some tasks are failing (while with less workers they are not failing). Also, UI also has some problems with that. Maybe there are some settings that should be corrected in comparison to classic configuration?

one year ago
0 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

SuccessfulKoala55 How should I pass this variable? Do I need to create a file apiserver.conf in folder /opt/clearml/config and write there just CLEARML_USE_GUNICORN=1 . Do I need to restart a server after that?

one year ago
0 Hi, Suppose, That I Run Server On Machine

Great to hear that, thanks! 🙂

one year ago
0 In Ui Such Strange Artifact Is Visible Sometimes. After Reloading Page Looks Fine.

Because it has no coincidence with some specific actions

one year ago
0 Hi. When We Construct A Pipeline Consisting Of Steps And When We Are Aborting A Pipeline, The Steps Aren'T Aborting (They Run Until They Are Done). Is There Any Possibility To Change This Behaviour?

building from code: pipe.add_step()2. not locally, but also not with services queue
pipe.set_default_execution_queue(DEFAULT_EXECUTION_QUEUE)
Is there a need to use just services queue?

one year ago
one year ago
0 Hi, I'M Using A Self Hosted Version Of Clearml. I Am Querying Experiments From Ui And I Am Getting Such Error:

I am using UI and I am clicking select all. If it is calling API server then yes

one year ago
0 Tasks Can Be Put In Draft State - If We Will Execute:

The problem is that we have a a complex configuration of pipeline. Configuration changes quite frequently and we would not like to run the pipeline every time configuration changes, but we would like to have it scheduled in some defined periods.

Do you have an idea of some workaround / alternative solution for that problem?

one year ago
one year ago
0 Hi, I Am Trying To Use Agent, But I Have A Problem. Execution Of Task Stucks Like This

clearml-agent daemon --docker --foreground --debug
usage: clearml-agent [-h] [--help] [--version] [--config-file CONFIG_FILE] [--debug]
{execute,build,list,daemon,config,init} ...
clearml-agent: error: unrecognized arguments: --debug

one year ago
0 I Have Question About A Situation, When Agent Is Running On A Queue, But Also We'Ll Use

Can I do this to specify which worker should execute that task?
CLEARML_WORKER_NAME=<worker_name> clearml-agent execute --id <task_id>

one year ago
0 Hi, Can I Run An

SuccessfulKoala55 Thank you for the response! Let me elaborate a bit to check if I understand this correctly.
We have a time-consuming task T based on optimization for parameters. We want to run hyperparameter optimization for T, suppose that we want to run it for 100 sets of parameters.
We want to leverage the fact that we have n machines to make the work parallel.

So for that we use https://clear.ml/docs/latest/docs/references/sdk/hpo_optimization_hyperparameteroptimizer/ , we run Agent...

one year ago
0 Hi, Can I Run An

AgitatedDove14 shouldn't it be
while not an_optimizer.wait(timeout=1.0):instead of
while an_optimizer.wait(timeout=1.0):in the first code block?

one year ago
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