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JitteryCoyote63
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215 Questions, 1023 Answers
  Active since 10 January 2023
  Last activity 3 months ago

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981 × Eureka!
0 Votes
4 Answers
2K Views
0 Votes 4 Answers 2K 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...
5 years ago
0 Votes
1 Answers
2K Views
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3 years ago
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18 Answers
2K Views
0 Votes 18 Answers 2K Views
Hi, I just updated clearml server 1.0 using docker-compose down & docker-compose pull & docker-compose up -d , it worked ant it looks amazing! I found two pr...
4 years ago
0 Votes
2 Answers
2K Views
0 Votes 2 Answers 2K Views
How can I filter out archived tasks with Task.get_tasks?
4 years ago
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10 Answers
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Hi, I have a local package that I use to train my models. To start training, I have a script that calls task._update_requirements([".", "torch==1.11.0"]) . I...
3 years ago
0 Votes
11 Answers
2K Views
0 Votes 11 Answers 2K Views
Hi, coming back with the venv caching: with the following setting: I call Task._update_requirements(["."]) setup.py has the following install_requires=["my-p...
4 years ago
0 Votes
10 Answers
2K Views
0 Votes 10 Answers 2K Views
Hey guys, I am setting up a new machine with two rtx 3070 GPUs where I created two agents (one for each GPU). On both agents, my experiments fail with error:...
4 years ago
0 Votes
4 Answers
2K Views
0 Votes 4 Answers 2K Views
Hi all, I updated from clearml-server 1.14.1 to 1.15.0 and I am getting the following error while trying to start the server after running docker-compose pul...
one year ago
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5 Answers
2K Views
0 Votes 5 Answers 2K Views
2 years ago
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3 Answers
2K Views
0 Votes 3 Answers 2K Views
Hi quick question: does Task.connect_configuration support OmegaConf DictConfig objects? ie. Can I do: config = train_task.connect_configuration(OmegaConf.lo...
3 years ago
0 Votes
11 Answers
2K Views
0 Votes 11 Answers 2K Views
Hi guys, following up on this https://allegroai-trains.slack.com/archives/CTK20V944/p1599135173096200?thread_ts=1599125260.076600&cid=CTK20V944 : I have a pi...
5 years ago
0 Votes
5 Answers
2K Views
0 Votes 5 Answers 2K Views
Hi there! I have a question regarding s3 access: I created a s3 user with read/write access but not delete, and trains seems to requires delete permissions (...
5 years ago
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5 Answers
2K Views
0 Votes 5 Answers 2K Views
Hi guys, I would like to start using the AWS autoscaler shipped in trains. I need to create a IAM user to get and I would like to know what are the minimal p...
4 years ago
0 Votes
1 Answers
2K Views
0 Votes 1 Answers 2K Views
Hey there πŸ™‚ Would in the WebUI, on an experiment CONFIGURATION tab, for a specific parameter, would it be possible not show its value as a single string whe...
3 years ago
0 Votes
6 Answers
2K Views
0 Votes 6 Answers 2K 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
8 Answers
2K Views
0 Votes 8 Answers 2K Views
Hi, is it possible to pass temporary IAM role to the web app could access?
3 years ago
0 Votes
2 Answers
2K Views
0 Votes 2 Answers 2K Views
Hi, is it possible to get an artifact from a Task and force not using local cache? The task itself updated the artifact in the meantime and I cannot get the ...
4 years ago
0 Votes
4 Answers
2K Views
0 Votes 4 Answers 2K Views
Hey there, is there a way to access the trains configuration programmatically at runtime in a task (the configuration that is dumped by the agent in the logs...
5 years ago
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5 Answers
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4 years ago
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14 Answers
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4 years ago
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7 Answers
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Hi, I am currently using CLEARML_AGENT_GIT_USER and CLEARML_AGENT_GIT_PASS when starting my clearml-agent and I would like to switch to using a single auth t...
2 years ago
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2 Answers
2K Views
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Are the env variables passed to trains-agent available in experiments run by this trains-agent?
5 years ago
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12 Answers
2K Views
0 Votes 12 Answers 2K Views
3 years ago
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18 Answers
2K Views
0 Votes 18 Answers 2K Views
Hey there, I would like to increase the ulimit for the number of files opened at the same time in a ec2 instance. According to this https://stackoverflow.com...
4 years ago
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5 Answers
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3 years ago
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3 Answers
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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...
4 years ago
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19 Answers
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0 Votes 19 Answers 2K Views
2 years ago
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17 Answers
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0 Votes 17 Answers 2K Views
3 years ago
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3 Answers
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0 Votes 3 Answers 2K Views
Hey guys, quick question: is there a tool function to know if a task id is valid? Not verifying that the task itself exists, just that the task id is the cor...
5 years ago
0 Votes
7 Answers
2K Views
0 Votes 7 Answers 2K Views
3 years ago
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0 Hi, I Update Recently To Clearml-Server 1.2 (Self Hosted), Great Job! I Am Seeing The Popup Asking For S3 Creds Often When Navigating In Debug Samples. I Set Them Multiple Times Under Settings > Configuration > Web App Cloud Access, But For Some Reason It

Ok, I could reproduce with Firefox and Chromium. Steps:
Add creds (either via the popup or in the settings) Go the /settings/webapp-configuration -> Creds should be there Hit F5 Creds are gone

3 years ago
0 Hi, I Am Getting The Following Errors In The Experiments I Am Currently Running:

Thanks for the hint, I’ll check the paid version, but I’d like first to understand how much efforts it would be to fix the current situation by myself πŸ™‚

4 years ago
0 Hi, I Am Getting The Following Errors In The Experiments I Am Currently Running:

SuccessfulKoala55 I am looking for ways to free some space and I have the following questions:
Is there a way to break-down all the document to identify the biggest ones? Is there a way to delete several :monitor:gpu and :monitor:machine time series? Is there a way to downsample some time series (eg. loss)?

4 years ago
0 Hi, I Am Getting The Following Errors In The Experiments I Am Currently Running:

There’s a reason for the ES index max size

Does ClearML enforce a max index size? what typically happens when that limit is reached?

4 years ago
0 Hi, I Am Getting The Following Errors In The Experiments I Am Currently Running:

Seems like it just went unresponsive at some point

4 years ago
0 Hi, One More Question: When Creating A Task With Task.Init(), We Can Specify The

I still don't see why you would change the type of the cloned Task, I'm assuming the original Task had the correct type, no?

Because it is easier for me that I create a training task out of the controller task by cloning it (so that parameters are prefilled and I can set the parent task id)

5 years ago
0 Could You Please Explain A Bit More How Trains Adapt The Torch Version Depending On The Installed Cuda Version? Here Is My Setup:

What happens is different error but it was so weird that I thought it was related to the version installed

5 years ago
0 Could You Please Explain A Bit More How Trains Adapt The Torch Version Depending On The Installed Cuda Version? Here Is My Setup:

agent.package_manager.type = pip ... Using base prefix '/home/machine1/miniconda3/envs/py36' New python executable in /home/machine1/.trains/venvs-builds/3.6/bin/python3.6 Also creating executable in /home/machine1/.trains/venvs-builds/3.6/bin/python Installing setuptools, pip, wheel...

5 years ago
0 Hi, Together With

The experiment finished completely this time again

5 years ago
0 Hey, I Hope This Is The Right Place To Ask. We'Re A Small Data Science Team That Wants To Log Everything About Our Ml Models. Looking Around On The Internet, Mostly Mlflow Is Being Recommended, But Occasionally The Name Trains Pop-Ups. According To You,

I would let the trains team answer this in details, but as a user moving from MLflow to trains, I can share the following insights:

MLflow and trains overlap when it comes to having a system with nice web UI to compare/log experiments/models/metrics. But MFlow lacks a crutial feature IMO which is ML/DevOps: Using MLFlow, you will have to take care of the whole maintenance of your machines, design interactions between them, etc. This is where trains shines, it provides these features out-of-t...

5 years ago
0 Hey There, Since A Bit I Often Find Experiments Being Stuck While Training A Model. It Seems To Happen Randomly And I Could Not Find A Reproducible Scenario So Far, But It Happens Often Enough To Be Annoying (I'D Say 1 Out Of 5 Experiments). The Symptoms

You mean you "aborted the task" from the UI?

Yes exactly

I'm assuming from the leftover processes ?

Most likely yes, but I don't see how clearml would have an impact here, I am more inclined to think it would be a pytorch dataloader issue, although I don't see why

From the log I see the agent is running in venv mode
Hmm please try with the latest clearml-agent (the others should not have any effect)

yes in venv mode, I'll try with the latest version as well

2 years ago
0 Hi, I Am Getting The Following Errors In The Experiments I Am Currently Running:

can it be that the merge op takes so much filesystem cache that the rest of the system becomes unresponsive?

4 years ago
0 Hi There,

clearml doesn't change the matplotlib backend under the hood, right? Just making sure πŸ˜„

2 years ago
0 Hi Guys, I Had Several Times Now The Following Errors Poping In Agents While Executing A Task:

yes, here is the error (the space at the end of the line is there)
` Applying uncommitted changes
Executing: ('git', 'apply'): b'error: corrupt patch at line 13\n'
Failed applying diff
trains_agent: ERROR: Failed applying git diff:
diff --git a/configs/2.2.2_from_scratch.yaml b/configs/2.2.2_from_scratch.yaml
index 9fece48..5816f78 100644
--- a/configs/2.2.2_from_scratch.yaml
+++ b/configs/2.2.2_from_scratch.yaml
@@ -136,7 +136,7 @@ data_processing:
optimizer:
type: 'RMSprop'
args:

  • lr: 2.5e...
4 years ago
0 Hi Guys, Is A Task Updating Its Status To 'Complete' Before Finishing To Upload Its Artifacts/Metrics In The Background?

No, I want to launch the second step after the first one is finished and all its artifacts are uploaded

5 years ago
0 I Am Wondering Is It Possible To Schedule A Task To Run At Certain Time In Periodic Fashion Aka. Cron Style... Thinking Of Having A Monitoring Task To Be Run Routinely ... I Could Use A Cron On One Of The Server But Prefer To Run It On Trains As Then I Am

I don't think there is an example for this use case in the repo currently, but the code should be fairly simple (below is a rough draft of what it could look like)
` controller_task = Task.init(...)
controller_task.execute_remotely(queue_name="services", clone=False, exit_process=True)

while True:
periodic_task = Task.clone(template_task_id)
# Change parameters of {periodic_task} if necessary
Task.enqueue(periodic_task, queue="default")
time.sleep(TRIGGER_TASK_INTERVAL_SECS) `

5 years ago
0 Hello There, I Would Like To Do Run Cleanup Code In Case The User Aborts One Task From The Dashboard (The Agent Is Not Using The Task In Docker). What Signal Should I Listen For In The Task?

Also maybe we are not on the same page - by clean up, I mean kill a detached subprocess on the machine executing the agent

4 years ago
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