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UnevenDolphin73
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106 Questions, 749 Answers
  Active since 10 January 2023
  Last activity 9 months ago

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662 × Eureka!
0 Votes
5 Answers
1K Views
0 Votes 5 Answers 1K Views
We’re randomly getting the following message - 2023-03-07 11:07:26,123 [WARNING] [urllib3.connectionpool]: Retrying (Retry(total=237, connect=237, read=240, ...
one year ago
0 Votes
0 Answers
1K Views
0 Votes 0 Answers 1K Views
If we use a poetry queue and do not specify the agent.package_manager.poetry_version , will ClearML install/update anything? Asking because there are some is...
one year ago
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4 Answers
1K Views
0 Votes 4 Answers 1K Views
There seems to be an error if a project name has spaces (at least at the top-level name). I created a project called internal tests (with the space), and it ...
2 years ago
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6 Answers
1K Views
0 Votes 6 Answers 1K Views
The comparison page seems to resize the experiments so that all tags will fit in the screen, but then the experiments are pretty much impossible to compare
2 years ago
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30 Answers
1K Views
0 Votes 30 Answers 1K Views
Is there a way to set precedence on package managers? If we set an agent to use poetry it will ignore local packages, even if I use the force_requirements_en...
2 years ago
0 Votes
4 Answers
981 Views
0 Votes 4 Answers 981 Views
Is there an easy way to apply the uncommitted changes, logged by ClearML, locally to a dev environment?
2 years ago
0 Votes
18 Answers
1K Views
0 Votes 18 Answers 1K Views
!! In remote execution, do agents inherit the config from the queue from which they pull the task?
2 years ago
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13 Answers
1K Views
0 Votes 13 Answers 1K Views
Two things: The release of clearml-agent was not announced in 🀯 clearml-agent seems outdated wrt requirements, making poetry and clearml-agent incompatible:...
2 years ago
0 Votes
4 Answers
985 Views
0 Votes 4 Answers 985 Views
Weird error; my local execution hung with ClearML Monitor: Could not detect iteration reporting, falling back to iterations as seconds-from-start 2022-03-07 ...
2 years ago
0 Votes
18 Answers
1K Views
0 Votes 18 Answers 1K Views
What would be the best way to approach this flow? We have a configuration file that defines e.g. the project name to use in ClearML, alongside other experime...
2 years ago
0 Votes
13 Answers
1K Views
0 Votes 13 Answers 1K Views
We use environment variables in our clearml.conf , but those might only be available later down the line (after dotenv.load_dotenv is called). When those env...
2 years ago
0 Votes
8 Answers
970 Views
0 Votes 8 Answers 970 Views
Is there a guide on how to deploy a services agent on a k8s setup? Specifically, with the CLI we use flags such as --services-mode --cpu-only , and I can’t s...
one year ago
0 Votes
6 Answers
951 Views
0 Votes 6 Answers 951 Views
Is there some automated migration for existing tasks from other MLOps frameworks to ClearML? (Specifically, interested in migrating from mlflow)
2 years ago
0 Votes
2 Answers
992 Views
0 Votes 2 Answers 992 Views
Can we use S3 buckets to cache environments?
2 years ago
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30 Answers
1K Views
0 Votes 30 Answers 1K Views
Our Mac users are having some issues. They have their respective ~/clearml.conf, and yet they get: ClearML 1.1.5 Traceback (most recent call last): ... File ...
2 years ago
0 Votes
8 Answers
1K Views
0 Votes 8 Answers 1K Views
Any plans to add support for MultiIndex tables? That comma-separation feels a bit odd. (Also this shows up in plots while in the scalars tab I actually have ...
3 years ago
0 Votes
4 Answers
1K Views
0 Votes 4 Answers 1K Views
⚠️ ClearML version 1.8.1 had "fix" for the deferred init which introduces a bug btw, I've opened None to highlight this.
2 years ago
0 Votes
18 Answers
1K Views
0 Votes 18 Answers 1K Views
Since ClearML 1.6.3, a dataset attached to a Task now renames that task by adding a .datasets in the path, making it hidden. Can we control/cancel this? We c...
2 years ago
0 Votes
27 Answers
990 Views
0 Votes 27 Answers 990 Views
Is there an autoscaler equivalent for K8s? That is, a service that will launch pods based on incoming requests?
one year ago
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7 Answers
1K Views
0 Votes 7 Answers 1K Views
If I create a dataset with Dataset.create(..., use_current_task=True) , that task holds the dataset. Can I then refer/copy/attach the same dataset to other t...
2 years ago
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7 Answers
1K Views
0 Votes 7 Answers 1K Views
Can we report a pandas table with styling to be retained in the WebUI? It would be nice to report e.g. df.style.background_gradient(cmap='coolwarm', axis=Non...
2 years ago
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30 Answers
1K Views
0 Votes 30 Answers 1K Views
Since v1.4.0, our StorageManager.download_folder(..., local_folder='./') is failing - we've had to revert back to 1.3.2. I saw the changelist includes a fix ...
2 years ago
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6 Answers
999 Views
0 Votes 6 Answers 999 Views
So the around app is also from ClearML? :shocked_face_with_exploding_head:
3 years ago
0 Votes
16 Answers
1K Views
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How would I go about adding multiple credentials in the autoscaler? (i.e. specify multiple sdk.aws.s3.credentials ) It's a bit odd that one would also have t...
2 years ago
0 Votes
3 Answers
1K Views
0 Votes 3 Answers 1K Views
Also (unrelated), I noticed that after the upgrade to ClearML Server 1.2.0, the AWS (MinIO) credentials are not saved/used. It keeps asking for them whenever...
2 years ago
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30 Answers
1K Views
0 Votes 30 Answers 1K Views
One more follow-up still; we're trying to run non-GPU scaler, and I've finally sorted out subnet and security groups issues, only to run into this: Executing...
2 years ago
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6 Answers
1K Views
0 Votes 6 Answers 1K Views
Does the ClearML team still post updates in this channel when new ClearML versions come out? If not, what's the easiest way to keep track of various release ...
2 years ago
0 Votes
6 Answers
1K Views
0 Votes 6 Answers 1K Views
How/where can I change the session timeout time for the WebUI? It's timing out WAY too fast after the latest updates
2 years ago
0 Votes
26 Answers
1K Views
0 Votes 26 Answers 1K Views
I have some code that launches ML tasks and it accepts a YAML file, .env file and various CSVs. What would be the best way to upload these to a clearml task ...
3 years ago
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4 Answers
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0 Votes 4 Answers 1K Views
Seems like ClearML tasks in offline mode cannot be properly closed, we get ValueError: Unsupported keyword arguments: publish when calling task.close() . Thi...
one year ago
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0 Is It Possible To Avoid The Clearml-Agent For Local Installations, And Have The File Server Automatically Use An S3 Bucket? I'Ve Found

In the Profile section, yes, they are well defined (bucket, secret, key, and endpoint)

3 years ago
0 ... And Yet Another

Either one would be nice to have. I kinda like the instant search option, but could live with an ENTER to search.

I opened this meanwhile - https://github.com/allegroai/clearml-server/issues/138

Generally, it would also be good if the pop-up presented some hints about what went wrong with fetching the experiments. Here, I know the pattern is incomplete and invalid. A less advanced user might not understand what's up.

2 years ago
0 I Guess One Experiment Is Running Backwards In Time

I have seen this quite frequently as well tbh!

2 years ago
0 I'M Trying To Set Up Some Initial Experiments Within Our Stack, But When I Use The

I'll kill the agent and try again but with the detached mode πŸ€”

3 years ago
0 Since V1.4.0, Our

Adding bucket = clearml in aws.s3.credentials did not help either

2 years ago
0 I'M Trying To Set Up Some Initial Experiments Within Our Stack, But When I Use The

Hm, that seems less than ideal. I was hoping I could pass some CSV locations. I'll try and find a workaround for that. Thanks!

3 years ago
0 I'M Trying To Set Up Some Initial Experiments Within Our Stack, But When I Use The

I just used this to create the dual_gpu queue:
clearml-agent daemon --queue dual_gpu --create-queue --gpus 0,1 --detached

3 years ago
0 Is It Expected That K8S Helm Chart Also Starts A Clearml Worker?

yes, a lot of moving pieces here as we're trying to migrate to AWS and set up autoscaler and more πŸ˜…

2 years ago
0 Is There Any Testing Suite That Ships With Clearml? If We'D Like To Make Some Unit Tests For Our Code?

Yeah I managed to work around those former two, mostly by using Task.create instead of Task.init . It's actually the whole bunch of daemons running in the background that takes a long time, not the zipping.

Regarding the second - I'm not doing anything per se. I'm running in offline mode and I'm trying to create a dataset, and this is the error I get...
There is a data object it, but there is no script object attached to it (presumably again because of pytest?)

2 years ago
0 Is It Possible To Avoid The Clearml-Agent For Local Installations, And Have The File Server Automatically Use An S3 Bucket? I'Ve Found

The key/secret is also shared internally so that sounds like a nice mitigation actually!
Which environment variable am I looking for? I couldn't spot anything specifically in that environment variables page

3 years ago
0 <Edited> Two Things:

There's not much (or anything) in the log to provide...

` (.venv) 15:42 [0:user@server$~] CLEARML_CONFIG_FILE=~/agent_clearml.conf clearml-agent daemon --queue default on_prem --detached --order-fairness
Environment variables set from configuration: ['AWS_ACCESS_KEY_ID', 'AWS_SECRET_ACCESS_KEY', 'AWS_DEFAULT_REGION']
...

2 years ago
0 Is There A Way To Save The Models Completely On The Clearml Server? It Seems That Clearml Server Does Not Store The Models Or Artifacts Itself, But They Are Stored Somewhere Else (E.G., Aws S3-Bucket) Or On My Local Machine And Clearml Server Is Only Sto

We have the following, works fine (we also use internal zip packaging for our models):

model = OutputModel(task=self.task, name=self.job_name, tags=kwargs.get('tags', self.task.get_tags()), framework=framework)
model.connect(task=self.task, name=self.job_name)
model.update_weights(weights_filename=cc_model.save())
one year ago
0 Since V1.4.0, Our

Okay so the new functionality is maintained; thanks!

2 years ago
0 Since V1.4.0, Our

Could also be that the use of ./ is the issue? I'm not sure what else I can provide you with, SweetBadger76

2 years ago
0 For Some Reason The Agent Is Now Trying To Use Python 2.7 All Of A Sudden, Any Idea Why?

Will try!

Curious - is there a temporary changelog for 1.2.0? 😁 Always fun to poke at the upcoming features

EDIT: Wait, should the clearml RC be installed outside the venv for the agent as well?

2 years ago
0 Is There Any Testing Suite That Ships With Clearml? If We'D Like To Make Some Unit Tests For Our Code?

Or well, because it's not geared for tests, I'm just encountering weird shit. Just calling task.close() takes a long time

2 years ago
0 Is There Any Testing Suite That Ships With Clearml? If We'D Like To Make Some Unit Tests For Our Code?

Last but not least - can I cancel the offline zip creation if I'm not interested in it πŸ€”
EDIT: I see not, guess one has to patch ZipFile ...

2 years ago
0 !! In Remote Execution, Do Agents Inherit The Config From The Queue From Which They Pull The Task?

Actually SuccessfulKoala55 , there is something like that happening behind the scenes.
I have an AWS Autoscaler running on a services queue, so the autoscaler inherits the configuration used by the services agent, right?
Now, when my autoscaler launched new EC2 instances, they used the same fileserver as the one that was defined in the services agent too πŸ€”

2 years ago
0 Our Mac Users Are Having Some Issues. They Have Their Respective ~/Clearml.Conf, And Yet They Get: Clearml 1.1.5

This was a long time running since I could not access the macbook in question to debug this.
It is now resolved and indeed a user error - they had implicitly defined CLEARML_CONFIG_FILE to e.g. /home/username/clearml.conf instead of /Users/username/clearml.conf as is expected on Mac.
I guess the error message could be made clearer in this case (i.e. CLEARML_CONFIG_FILE='/home/username/clearml.conf' file does not exist ). Thanks for the support! ❀

2 years ago
0 I Realize I'M Asking Many Niche Questions - My Apologies

So some UI that shows the contents of users.get_all ?

2 years ago
0 Sometimes, On Shorter Tasks, My Task Would Hang For The 5 Minute Timeout With E.G.

Thanks SuccessfulKoala55 ! Could I change this during runtime, so for example, only the very first task goes through this process?

2 years ago
0 Pipelines Suddenly No Longer Appear In The Pipelines Tab, What Could/Should I Look Into? Edit: Using Latest Clearml (Agent, Server, Sdk), And Creating The Pipelines Via The Pipelinecontroller Sdk (

Happens with the latest version indeed.
I can’t share our code, but the gist of it is:

pipe = PipelineController(name=..., project=..., version=...)

pipe.add_function_step(...)  # Many calls

pipe.set_default_execution_queue(...)
pipe.start(queue=..., wait=True)
one year ago
0 The Clearml Helm Charts Page Is Gone?

Not sure if @<1523701087100473344:profile|SuccessfulKoala55> or @<1523701827080556544:profile|JuicyFox94> maybe knows?

one year ago
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