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UnevenDolphin73
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106 Questions, 749 Answers
  Active since 10 January 2023
  Last activity one year ago

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662 × Eureka!
0 Votes
23 Answers
2K Views
0 Votes 23 Answers 2K Views
Back to this ClearML Monitor: Could not detect iteration reporting, falling back to iterations as seconds-from-start ๐Ÿ˜ข Hanging for the past ~45m like this
3 years ago
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19 Answers
2K Views
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For remote execution where the queue has poetry as the default package manager, can the user decide to e.g. ignore the lock file?
2 years ago
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1 Answers
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We're moving from on-premise to AWS - is there an easy way to migrate wall the tasks, projects, etc to the new instance?
3 years ago
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7 Answers
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0 Votes 7 Answers 2K 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...
3 years ago
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6 Answers
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Sometimes, on shorter tasks, my Task would hang for the 5 minute timeout with e.g. 2022-01-04 08:45:25,181 - clearml.Task - INFO - Waiting for repository det...
3 years ago
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2 Answers
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Confirming about the documentation for clearml.conf : > agent.enable_task_env > ( > bool > ) Set the OS environments based on the Task's Environment section ...
3 years ago
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18 Answers
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!! In remote execution, do agents inherit the config from the queue from which they pull the task?
3 years ago
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30 Answers
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I realize I'm asking many niche questions - my apologies ๐Ÿ™ˆ Is there a way to translate task.data.user (user ID) to the actual username? Use case is that I'd...
3 years ago
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23 Answers
2K Views
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We're trying to upgrade our ClearML on K8s but we're getting this error - Error: UPGRADE FAILED: cannot patch "clearml-fileserver-data" with kind PersistentV...
3 years ago
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30 Answers
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What happens to file that are downloaded to a remote_execution via StorageManager? Are they removed at the end of the run, or does it continuously increases ...
3 years ago
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4 Answers
2K Views
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Follow up on execute_remotely, I see one can limit the available GPU resources in a worker daemon; could one also limit the number of CPU cores available?
3 years ago
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6 Answers
2K Views
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Can I run an autoscaler listening to a regular queue (i.e. combine autoscaling with on premise machines)? Or does it run the danger of creating an EC2 instan...
3 years ago
0 Votes
16 Answers
2K Views
0 Votes 16 Answers 2K Views
We’re running clearml-agent on k8s and I first noticed some warnings from the pod about Python 3.6..? > /usr/lib/python3/dist-packages/secretstorage/dhcrypto...
2 years ago
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16 Answers
2K 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...
3 years ago
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3 Answers
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Is there any way (or are there any plans) to include some view for datasets in the WebUI? One that is detached from the generating task?
3 years ago
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10 Answers
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More clarification on documentation (ClearML Data): > Dataset changes are stored using differentiable storage, meaning a version will store the change-set fr...
3 years ago
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7 Answers
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Weird encounter on macOS (local execution, rerunning after it failed - worked normally): Traceback (most recent call last): File "/Users/.../repositories/......
3 years ago
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5 Answers
2K Views
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How does ClearML store some of the more intrinsic data (scalars, plots, etc)? We recently recovered Mongo from a backup and while the projects and tasks are ...
2 years ago
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23 Answers
2K Views
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We're using Ray and ClearML together, and suddenly we're seeing some hanging threads, and finally we got an error message: 2022-01-10 09:58:56,803 [ERROR] [C...
3 years ago
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6 Answers
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... and yet another ๐Ÿ˜„ When using the UI with regex to search for experiments, due to the greedy nature of the search, it consistently pops up the "ERROR Fet...
3 years ago
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0 Answers
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I have a project filled with failed attempts at onboarding to clearml by now ๐Ÿ˜…
4 years ago
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30 Answers
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I'm trying to set up some initial experiments within our stack, but when I use the execute_remotely task, I get this error: clearml_agent: ERROR: Failed gett...
4 years ago
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30 Answers
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Is it possible to avoid the clearml-agent for local installations, and have the file server automatically use an S3 bucket? I've found https://clearml.slack....
3 years ago
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3 Answers
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side question - any plans to include native support for lgbm ?
4 years ago
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13 Answers
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Can steps be removed from pipelines, and/or can pipelines be generally modified other than adding steps to them?
one year ago
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8 Answers
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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...
2 years ago
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13 Answers
2K Views
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Two things: The release of clearml-agent was not announced in ๐Ÿคฏ clearml-agent seems outdated wrt requirements, making poetry and clearml-agent incompatible:...
2 years ago
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4 Answers
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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 ...
3 years ago
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42 Answers
174K Views
0 Votes 42 Answers 174K Views
2 years ago
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ClearML 1.3.2 I'm running Task.get_tasks(project_name=...) and suddenly I get 2022-04-07 10:28:43,617 - clearml.Task - ERROR - Failed reloading task c2d514f3...
3 years ago
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3 years ago
0 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:

AgitatedDove14 The keys are there, and there is no specifically defined user in .gitmodules :
[submodule "xxx"] path = xxx url =I believe this has to do with how ClearML sets up the git credentials perhaps?

3 years ago
0 Hi Everyone, Quick Question Regarding Minio And Logging:

It is. Let me see what else I have set up for MinIO in configs, one moment

3 years ago
0 What Happens To File That Are Downloaded To A Remote_Execution Via Storagemanager? Are They Removed At The End Of The Run, Or Does It Continuously Increases Disk Space?

Am I making sense ?

No, not really. I don't see how task.connect_configuration interacts with our existing CLI? Additionally, the documentation for task.connect_configuration say the second argument is the name of a file, not the path to it? So something is off

3 years ago
0 Is There An Autoscaler Equivalent For K8S? That Is, A Service That Will Launch Pods Based On Incoming Requests?

Weโ€™re using karpenter (more magic keywords for me), so my understanding is that that will manage the scaling part.

2 years ago
0 When Using

Generally the StorageManager seems a bit slow, even a simple StorageManager.list(...) on a local path seems to take a long time

4 years ago
0 What Happens To File That Are Downloaded To A Remote_Execution Via Storagemanager? Are They Removed At The End Of The Run, Or Does It Continuously Increases Disk Space?

I guess it's mixed. If #340 is resolved, then this initializer task will be a no-op: detach, and init-close new tasks as needed.

3 years ago
4 years ago
0 How Can I Send A Composed Chunk Of Code For Remote Execution

So maybe summarizing (sorry for the spam):

  • Pipelines:- Pros: Automatic upload and serialization of input arguments
  • Cons: Clutter, does not support classes, cannot inject code, does not recognize environment when run from e.g. IPython- Tasks:- Pros: Tidier and matches original idea, recognizes environment even when run from IPython
  • Cons: Does not support classes, cannot inject code, does not automatically upload input arguments
one year ago
0 Can One Compare Experiments/Tasks From Different Projects? Edit: I Mean, I Can Manually Navigate To Some

Unfortunately I can't take a photo of not being able to compare tasks by navigating around the WebUI...

Does that clarify the issue CostlyOstrich36 ?

3 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

~ is a bit weird since it's not part of the package (might as well let the user go through clearml-init ), but using ${PWD} works! ๐Ÿ‘ ๐Ÿ‘

(Though I still had to add the CLEARML_API_HOST and CLEARML_WEB_HOST ofc, or define them in the clearml.conf)

3 years ago
0 Is There A Way To Force Clearml To First Parse The Config File, Before Running

Yes ๐Ÿ˜… I want ClearML to load and parse the config before that. But now I'm not even sure those settings in the config are even exposed as environment variables?

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

3 years ago
0 Since Clearml 1.6.3, A Dataset Attached To A Task Now Renames That Task By Adding A

SmugDolphin23 we've been working with this for 2 weeks now, and it creates a lot of junk in our UI. Is there anyway to have better control over this?

3 years ago
0 We Have Configured The Aws Credentials In The Remote Worker'S

Thanks SuccessfulKoala55 ! Is this listed anywhere in the documentation?
Could I set an environment variable there and then refer to it internally in the config with the ${...} notation?

I see https://github.com/allegroai/clearml-agent/blob/d2f3614ab06be763ca145bd6e4ba50d4799a1bb2/clearml_agent/backend_config/utils.py#L23 but not where it's called ๐Ÿค”

2 years ago
0 Can I Run An Autoscaler Listening To A Regular Queue (I.E. Combine Autoscaling With On Premise Machines)? Or Does It Run The Danger Of Creating An Ec2 Instance While An On-Premise Machine Takes The Job?

I think now there's the following:
Resource type Queue (name) defines resource + max instancesAnd I'm looking for:
Resource type "pool" of resources (type + max instances) A pool can be shared among queues

3 years ago
0 Is There An Autoscaler Equivalent For K8S? That Is, A Service That Will Launch Pods Based On Incoming Requests?

Maybe @<1523701827080556544:profile|JuicyFox94> can answer some questions thenโ€ฆ

For example, whatโ€™s the difference between agentk8sglue.nodeSelector and agentk8sglue.basePodTemplate.nodeSelector ?
Am I correct in understanding that the former decides the node type that runs the โ€œscalerโ€ (listening to the given agentk8sglue.queue ), and the latter for any new booted instance/pod, that will actually run the agent and the task?
Read: The former can be kept lightweight, as it does no...

2 years ago
0 Hi Everyone, Quick Question Regarding Minio And Logging:

Hurray! Some success is good ๐Ÿ˜„

3 years ago
0 Automatic Logging For Generated Matplotlib Works Nicely, But For Some Reason It Names The Graphs As "00 Untitled" And Uses Series "Plot Image" In Clearml Ui -- Any Way To Circumvent This, Other Than Explicit Reporting?

The screenshot is small since the data is private anyway, but it's enough to see:
"Metric: untitled 00" "plot image" as the image title The attached histogram has a title ("histogram of ...")

3 years ago
0 Is There An Easy Way To Add A Link To One Of The Tasks Panels? (As An Artifact, Configuration, Info, Etc)? Edit: And Follow Up Regarding The Dataset. As Discussed Somewhere Previously, The Datasets Are Now Automatically Moved To A Hidden "Sub-Project" Pr

That gives us the benefit of creating "local datasets" (confined to the scope of the project, do not appear in Datasets tabs, but appear as normal tasks within the project)

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

That's probably in the newer ClearML server pages then, I'll have to wait still ๐Ÿ˜…

3 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

FWIW Itโ€™s also listed in other places @<1523704157695905792:profile|VivaciousBadger56> , e.g. None says:

In order to make sure we also automatically upload the model snapshot (instead of saving its local path), we need to pass a storage location for the model files to be uploaded to.
For example, upload all snapshots to an S3 bucketโ€ฆ

2 years ago
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