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JitteryCoyote63
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214 Questions, 1021 Answers
  Active since 10 January 2023
  Last activity 7 months ago

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979 × Eureka!
0 Votes
1 Answers
1K Views
0 Votes 1 Answers 1K Views
Hey, just wanted to mention: in docs, Task.get_parameter does not say: Different sections with key prefix "section/" , as Task.get_parameters do. Also there ...
4 years ago
0 Votes
6 Answers
1K Views
0 Votes 6 Answers 1K Views
Hi there, is it possible to configure the clearml-agent to run some commands before running each experiment it launches? Eg. echo "test" > "test.txt" && <-- ...
3 years ago
0 Votes
5 Answers
1K Views
0 Votes 5 Answers 1K Views
Hi, from within an experiment, how can I intercept the signal that the experiment was aborted and execute a cleanup function? I tried to intercept SIGINT and...
2 years ago
0 Votes
1 Answers
1K Views
0 Votes 1 Answers 1K Views
Hi, I think I found a small bug: Clone an experiment Enqueue it on a queue with no workers Delete the queue Try to Dequeue the experimentThe last operation w...
3 years ago
0 Votes
22 Answers
1K Views
0 Votes 22 Answers 1K Views
Hi, I would like to switch from the elastic-search service in the docker-compose of the clearml-server to an externally managed, scalable elastic-search clus...
3 years ago
0 Votes
1 Answers
1K Views
0 Votes 1 Answers 1K Views
Hi, there is a small bug with auto-refreshing in the DEBUG SAMPLES Tab of the Web UI: If it is ON, then it will always force the first series to be displayed...
3 years ago
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5 Answers
1K Views
0 Votes 5 Answers 1K Views
2 years ago
0 Votes
1 Answers
959 Views
0 Votes 1 Answers 959 Views
The Markdown editor for documenting projects is so great, I love it 🤩
3 years ago
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10 Answers
1K Views
0 Votes 10 Answers 1K Views
Hey, what is the exact difference between agent.package_manager.system_site_packages and trains-agent --install-globally ?
4 years ago
0 Votes
6 Answers
1K Views
0 Votes 6 Answers 1K Views
Hi, is it possible to specify the required version of python for a Task that is different from the python running the clearml-agent? Example: my clearml-agen...
2 years ago
0 Votes
4 Answers
1K Views
0 Votes 4 Answers 1K Views
Hi there, I am trying to start an agent in services mode with trains-server being on localhost (but not started together with the docker-compose!). My trains...
4 years ago
0 Votes
30 Answers
942 Views
0 Votes 30 Answers 942 Views
Hi, if I am starting my training with the following command: python -u -m torch.distributed.launch --nproc_per_node=2 --use_env train.py --config configs/tra...
3 years ago
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5 Answers
1K Views
0 Votes 5 Answers 1K Views
3 years ago
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16 Answers
1K Views
0 Votes 16 Answers 1K Views
Hello, ~3 months ago I created a trains-server in a machine with 30gb of disk space. Today I wasn't able to connect to trains-server, so I checked the server...
4 years ago
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5 Answers
1K Views
0 Votes 5 Answers 1K Views
3 years ago
0 Votes
8 Answers
942 Views
0 Votes 8 Answers 942 Views
3 years ago
0 Votes
7 Answers
982 Views
0 Votes 7 Answers 982 Views
Hi, I think there is a small bug in the Experiment running time column of the workers-and-queues/workers page: they do not match the time reported in the exp...
3 years ago
0 Votes
3 Answers
982 Views
0 Votes 3 Answers 982 Views
⚠️ Hi there, I recently updated clearml server to 1.7.0, and found the following critical regression: When I reset an experiment, it is actually deleted 😵 ,...
2 years ago
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2 Answers
1K Views
0 Votes 2 Answers 1K Views
Is there an option to make trains-agent create experiment virtualenvs with --system-site-packages parameter?
4 years ago
0 Votes
1 Answers
973 Views
0 Votes 1 Answers 973 Views
Hi there, is it safe to use ClearML (trains >= 0.17) with the trains ignite handler? Should we wait for the update on their side?
3 years ago
0 Votes
5 Answers
1K Views
0 Votes 5 Answers 1K Views
Hello, is it possible for the clearml-agent in docker mode to not pull a specific docker image, but to build one from the experiment repository using the Doc...
2 years ago
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4 Answers
1K Views
0 Votes 4 Answers 1K Views
2 years ago
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2 Answers
1K Views
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Congrats on the clearml-serving 0.9.0 release! I’ll try it for sure!
2 years ago
0 Votes
12 Answers
941 Views
0 Votes 12 Answers 941 Views
Hi, I encounter a weird behavior: I have a task A that schedules a task B. Task B is executed on an agent, but with an old commit 🤔 although the branch is p...
4 years ago
0 Votes
4 Answers
997 Views
0 Votes 4 Answers 997 Views
Hi, what happens exactly when I execute the following command: trains-agent daemon --gpus 0 --queue default &In my code, how to know which GPU to choose insi...
4 years ago
0 Votes
3 Answers
931 Views
0 Votes 3 Answers 931 Views
Hi, I am getting an error while running task.mark_stopped() , any idea why? (clearml 1.0.2, clearml-agent 1.0.0, python 3.6) File "/home/machine/.clearml/ven...
3 years ago
0 Votes
12 Answers
1K Views
0 Votes 12 Answers 1K Views
Hi, where can I find the server parameter to control when the server is unregistering an agent after not receiving updates? Currently it's quite long (30mins...
one year ago
0 Votes
3 Answers
1K Views
0 Votes 3 Answers 1K Views
Hi, I am considering making automated backups of my clearml-server using Amazon EBS snapshots. Should I be concerned with the same problem described here > h...
3 years ago
0 Votes
22 Answers
1K Views
0 Votes 22 Answers 1K Views
Hi there, I used clearml-task to send a script to be executed remotely. When being executed remotely Task.current_task() returns None, how should I get the c...
2 years ago
0 Votes
13 Answers
2K Views
0 Votes 13 Answers 2K Views
Hi, I am trying to use the clearml-agent in docker mode to run an experiment, but it seems to fail passing the clearml.conf file to the docker container: Exe...
one year ago
Show more results questions
0 Hi, I Started A Trains-Agent (0.15) In Services Mode (Full Command:

I killed both trains-agent and restarted one to have a clean start. This way it correctly spin up docker containers for services tasks. So probably the bug comes when a bug occurs while setting up a task, it cannot go back to the main task. I would need to do some tests to validate that hypothesis though

4 years ago
0 Hello, I Tried The Clearml-Session Cli To Start A Jupyter Instance On An Agent, But An Error With The Password, Here Is The Full Cli Log:

But I see in the agent logs:
Executing: ['docker', 'run', '-t', '--gpus', '"device=0"', ...

3 years ago
0 Hello, I Tried The Clearml-Session Cli To Start A Jupyter Instance On An Agent, But An Error With The Password, Here Is The Full Cli Log:

I got some progress TimelyPenguin76 , Now the task runs and I get the error from docker:
docker: Error response from daemon: could not select device driver "" with capabilities: [[gpu]].

3 years ago
0 Hi, Together With

(It would be nice to have all the Pypi releases tagged in github btw)

4 years ago
0 Hey Again

Awesome!

4 years ago
0 Hi, Where Can I Find The Server Parameter To Control When The Server Is Unregistering An Agent After Not Receiving Updates? Currently It'S Quite Long (30Mins) And This Prevents The Autoscaler From Launching A New Agent

, causing it to unregister from the server (and thus not remain there).

Do you mean that the agent actively notifies the server that it is going down? or the server infers that the agent is down after a timeout?

one year ago
0 Hello, I Tried The Clearml-Session Cli To Start A Jupyter Instance On An Agent, But An Error With The Password, Here Is The Full Cli Log:

Alright I have a followup question then: I used the param --user-folder “~/projects/my-project”, but any change I do is not reflected in this folder. I guess I am in the docker space, but this folder is not linked to my the folder on the machine. Is it possible to do so?

3 years ago
0 Hi Everyone, Now I Am Evaluating Clearml. I Have A Question About How To Handle Datasets. Does Clearml Provide Any Function To Manage Datasets? Or Do We Need To Manage Them By Ourselves? In Our Usecase, We Update Datasets Little By Little Over Days Or W

This is no coincidence - Any data versioning tool you will find are somehow close to how git works (dvc, etc.) since they aim to solve a similar problem. In the end, datasets are just files.
Where clearml-data stands out imo is the straightfoward CLI combined with the Pythonic API that allows you to register/retrieve datasets very easily

3 years ago
2 years ago
0 Hi, I Have A Local Package That I Use To Train My Models. To Start Training, I Have A Script That Calls

Hi AgitatedDove14 , initially I was doing this, but then I realised that with the approach you suggest all the packages of the local environment also end up in the “installed packages”, while in reality I only need the dependencies of the local package. That’s why I use _update_requirements , with this approach only the package required will be installed in the agent

2 years ago
0 Hello, I Am Getting `Valueerror: Could Not Get Access Credentials For '

AgitatedDove14 Yes exactly, I tried the fix suggested in the github issue urllib3>=1.25.4 and the ImportError disappeared 🙂

4 years ago
0 Hey There, Would It Be Possible To Make Clearml-Agents Support Both Docker Mode And Venv Mode At The Same Time? Ie. Not Requiring To Be Restarted To Switch The Mode. The Mode Should Be Define On The Task Level: I Start An Experiment And Define Whether It

AgitatedDove14 In theory yes there is no downside, in practice running an app inside docker inside a VM might introduce slowdowns. I guess it’s on me to check whether this slowdown is negligible or not

2 years ago
0 Hey There

Alright, thanks SuccessfulKoala55 !

3 years ago
0 Hi There, I Am Running A Clearml-Agent In Services Mode (With Docker) On A Machine With Two Disks: One With The Os (8Go, 91% Space Used) And One For The Data (100Go, 40% Space Used). When Executing The Auto-Scaler Task In This Agent, I Get The Following E

I was rather wondering why clearml was taking space while I configured it to use the /data volume. But as you described AgitatedDove14 it looks like an edge case, so I don’t mind 🙂

3 years ago
0 Hi, I Started A Trains-Agent (0.15) In Services Mode (Full Command:

Alright, I had a look in the /tmp/.trains_agent_daemon_outabcdef.txt logs, not many insights from here. For the moment, I simply started a new trains-agent daemon in services mode and I will wait to see what happens.

4 years ago
3 years ago
4 years ago
0 Hey Guys, I Am Trying To Plan What I Need To Do In Order To Efficiently Use Clearml With Spot Instances 1) Detecting When Spot Instance Is Down And Experiment Is Aborted 2) Extracting S3 Address Of The Latest Checkpoint From Clearml Api 3) Starting New E

Hi DilapidatedDucks58 , I did that already, but I am reusing the same experiment instead of merging two experiments. Step 4 can be seen as:
Update the experiment status to stopped (if it is failed, you won’t be able to re-enqueue it) Set a parameter of that task to point to the latest checkpoint and load it (you can also infer it directy: I simply add a tag to the task resume , and check at runtime if this tag exists, if yes, I fetch the latest checkpoint of the task) Use https://clea...

3 years ago
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