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RoundMosquito25
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30 Questions, 94 Answers
  Active since 10 January 2023
  Last activity 2 years ago

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94 × Eureka!
0 Votes
2 Answers
2K Views
0 Votes 2 Answers 2K 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?
2 years ago
0 Votes
1 Answers
2K Views
0 Votes 1 Answers 2K 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...
3 years ago
0 Votes
14 Answers
2K Views
0 Votes 14 Answers 2K 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...
3 years ago
0 Votes
4 Answers
2K Views
0 Votes 4 Answers 2K Views
In UI such strange artifact is visible sometimes. After reloading page looks fine.
2 years ago
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2 Answers
2K Views
0 Votes 2 Answers 2K Views
2 years ago
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2 Answers
2K Views
0 Votes 2 Answers 2K Views
Hi, is there a way to abort task (not reset, not delete) from code?
2 years ago
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3 Answers
2K Views
0 Votes 3 Answers 2K Views
3 years ago
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4 Answers
2K Views
0 Votes 4 Answers 2K Views
Hi, I know that ClearML uses local changes for patching and running script. Can it also do the same with local commits?
2 years ago
0 Votes
1 Answers
2K Views
0 Votes 1 Answers 2K 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 ...
2 years ago
0 Votes
30 Answers
2K Views
0 Votes 30 Answers 2K Views
Hi, I am trying to use agent, but I have a problem. Execution of task stucks like this
3 years ago
0 Votes
1 Answers
2K Views
0 Votes 1 Answers 2K 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.?
2 years ago
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7 Answers
2K Views
0 Votes 7 Answers 2K 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...
2 years ago
0 Votes
2 Answers
2K Views
0 Votes 2 Answers 2K 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...
2 years ago
0 Votes
1 Answers
2K Views
0 Votes 1 Answers 2K 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...
3 years ago
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2 Answers
2K Views
0 Votes 2 Answers 2K 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?
2 years ago
0 Votes
4 Answers
2K Views
0 Votes 4 Answers 2K 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 ...
2 years ago
0 Votes
13 Answers
2K Views
0 Votes 13 Answers 2K Views
3 years ago
0 Votes
1 Answers
2K Views
0 Votes 1 Answers 2K 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...
2 years ago
0 Votes
4 Answers
2K Views
0 Votes 4 Answers 2K 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='...
2 years ago
0 Votes
8 Answers
2K Views
0 Votes 8 Answers 2K Views
2 years ago
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2 Answers
2K Views
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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)?
2 years ago
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9 Answers
2K Views
0 Votes 9 Answers 2K 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)
2 years ago
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20 Answers
2K Views
0 Votes 20 Answers 2K 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...
3 years ago
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2 Answers
2K Views
0 Votes 2 Answers 2K 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...
2 years ago
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3 Answers
2K Views
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Hi! PipelineController has method: - add_pipeline_tags ( bool ) – (default: False) if True, add pipe: tag to all steps (Tasks) created by this pipeline. Can ...
2 years ago
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2 Answers
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0 Votes 2 Answers 2K Views
2 years ago
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3 Answers
2K Views
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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...
3 years ago
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3 Answers
2K Views
0 Votes 3 Answers 2K 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...
2 years ago
0 Votes
9 Answers
2K Views
0 Votes 9 Answers 2K 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...
2 years ago
0 Votes
19 Answers
2K Views
0 Votes 19 Answers 2K 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?
3 years 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?

3 years ago
0 Hi, Suppose, That I Run Server On Machine

Great to hear that, thanks! 🙂

3 years 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?

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

Because it has no coincidence with some specific actions

2 years 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

2 years 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 ?

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

A sample dummy code

from clearml import Task
from Point import Point
import numpy as np

task = Task.init(project_name="project_demo", task_name="name")

parameters = {
"A": 3,
"B": 0.5
}

task.connect(parameters)

p = Point(2,3)

conf_yaml = task.connect_configuration(
name = "my yaml",
configuration = "config_yaml.yaml"
)

task.upload_artifact("Arti", np.zeros((10,10)))

3 years 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?

3 years ago
0 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)?

Hi @<1523701070390366208:profile|CostlyOstrich36> , sorry for not responding. I would like to return to this subject. The use case - make re-allocation of workers between the queues - depending of the needs include given machine in the testing queue. But when I want to switch if off and switch on on the new queue - it will switch off the experiment by the default. And I would like to wait until the experiments finishes peacefully

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

What is interesting, it works when using virtual environment setup

3 years 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>

2 years ago
0 Hi, Is There A Possibility To Use One Gpu Card With 2 Agents Concurrently (There Are Tasks That Need Only Fraction Of A Card)

clearml_agent: ERROR: Instance with the same WORKER_ID [our_machine:gpu0] is already running

2 years ago
2 years 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 ...

3 years ago
0 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 They Are Not Visible Either In:

We are using docker compose and image: allegroai/clearml:latest (not changed, default one), we restarted the server yesterday. I'll write something more about this problem (how to replicate) soon

2 years ago
0 Hi, Can I Run An

In fact, as I assume, we need to write our custom HyperParameterOptimizer, am I right?

3 years ago
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