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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
4 Answers
2K Views
0 Votes 4 Answers 2K Views
Seems like ClearML tasks in offline mode cannot be properly closed, we get ValueError: Unsupported keyword arguments: publish when calling task.close() . Thi...
2 years ago
0 Votes
6 Answers
2K Views
0 Votes 6 Answers 2K Views
I encountered a weird edge case with the AWS Auto-scaler, wondering if there are any solutions or if this is a known issue. Something as follows happened: Th...
3 years ago
0 Votes
9 Answers
2K Views
0 Votes 9 Answers 2K Views
Is there a way to interface with ClearML agent (CLI?) to handle model repositories and data versioning (but so, not experimentation, tight integration, pipel...
4 years ago
0 Votes
7 Answers
2K Views
0 Votes 7 Answers 2K Views
Good week ClearML team ๐Ÿ™‚ I have found two more WebUI bugs (on the self-hosted server): If I look at a specific experiment (say, the Artifacts tab), and then...
3 years ago
0 Votes
0 Answers
2K Views
0 Votes 0 Answers 2K 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...
2 years ago
0 Votes
30 Answers
2K Views
0 Votes 30 Answers 2K Views
Is there any testing suite that ships with ClearML? If we'd like to make some unit tests for our code?
2 years ago
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2 Answers
1K Views
0 Votes 2 Answers 1K Views
Can we use S3 buckets to cache environments?
3 years ago
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2 Answers
2K Views
0 Votes 2 Answers 2K Views
Are the docs broken? https://clear.ml/docs/latest/docs/release_notes/ver_1_7 gives me this
2 years ago
0 Votes
7 Answers
2K Views
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
0 Votes
2 Answers
2K Views
0 Votes 2 Answers 2K Views
I think something is messed up in my remote agents environment, could someone lend a hand? I'm getting this during remote execution (poetry queue): Summary -...
2 years ago
0 Votes
6 Answers
2K Views
0 Votes 6 Answers 2K 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 ...
3 years ago
0 Votes
24 Answers
1K Views
0 Votes 24 Answers 1K Views
How can I send a composed chunk of code for remote execution from within a notebook ?
one year ago
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4 Answers
2K Views
0 Votes 4 Answers 2K 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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10 Answers
2K Views
0 Votes 10 Answers 2K Views
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
0 Votes
11 Answers
2K Views
0 Votes 11 Answers 2K Views
Back to autoscaler; is there any way to ensure the environment variables on the services queue (where the scaler runs) will be automatically exposed to new E...
3 years ago
0 Votes
8 Answers
2K Views
0 Votes 8 Answers 2K 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...
2 years ago
0 Votes
6 Answers
2K Views
0 Votes 6 Answers 2K Views
Is there some automated migration for existing tasks from other MLOps frameworks to ClearML? (Specifically, interested in migrating from mlflow)
3 years ago
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7 Answers
2K Views
0 Votes 7 Answers 2K 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...
3 years ago
0 Votes
5 Answers
2K Views
0 Votes 5 Answers 2K Views
Can we use dynamodb with ClearML helm charts instead of mongodb? We'd like to move all stateful storage to AWS as a separate service and that would be a nice...
2 years ago
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0 Answers
1K Views
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Also ubuntu 18.04 is losing support so everything in the image needs an update…
one year ago
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2 Answers
2K Views
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When I upgrade the server, do I need to do anything with the agents/queues (redefine them, etc)?
3 years ago
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4 Answers
1K Views
0 Votes 4 Answers 1K 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 ...
3 years ago
0 Votes
4 Answers
1K Views
0 Votes 4 Answers 1K Views
Is there an easy way to apply the uncommitted changes, logged by ClearML, locally to a dev environment?
3 years ago
0 Votes
3 Answers
2K Views
0 Votes 3 Answers 2K Views
If, for starters, I'd only like to use ClearML for logging purposes (that is, experiments run locally, and I report metrics, graphs, etc to ClearML). Do I st...
3 years ago
0 Votes
10 Answers
2K Views
0 Votes 10 Answers 2K Views
Is there anywhere in the web UI where one can see the clearml server version running? I keep getting "version 1.1.1 is now available" even though I'm pretty ...
4 years ago
0 Votes
7 Answers
2K Views
0 Votes 7 Answers 2K Views
I'd like the CONSOLE in a ClearML run to show only the stdout/stderr as it does now, but I'd also like ClearML to capture DEBUG level logs. Is there an easy ...
3 years ago
0 Votes
7 Answers
2K Views
0 Votes 7 Answers 2K Views
Weird encounter on macOS (local execution, rerunning after it failed - worked normally): Traceback (most recent call last): File "/Users/.../repositories/......
3 years ago
0 Votes
3 Answers
2K Views
0 Votes 3 Answers 2K Views
Does ClearML have any suggestions on GPU and non-GPU AMIs for the AutoScaler? The two default ones in the documentation are either: Non-existent (too old) - ...
3 years ago
0 Votes
6 Answers
2K Views
0 Votes 6 Answers 2K Views
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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6 Answers
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0 Votes 6 Answers 2K Views
... 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
Show more results questions
0 Since V1.4.0, Our

Okay so the new functionality is maintained; thanks!

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

We're using 1.1.5 at the moment -- I'll make sure everyone updates to 1.1.6 on Monday.

That solution does not work for us unfortunately -- the .env is an argument from argparse, and because we cannot attach non-git files to a remote task (again issue #395), we have to first download CLI arguments for remote execution and ensure they exist on the remote agent.

3 years ago
0 Is There A Guide On How To Deploy A Services Agent On A K8S Setup? Specifically, With The Cli We Use Flags Such As

@<1523701827080556544:profile|JuicyFox94> we have it up and running, hurray ๐Ÿ™‚
One thing I noticed in the k8s logs is frequent warnings about Python 3.6..? Is the helm chart built with that Python version?

/usr/lib/python3/dist-packages/secretstorage/dhcrypto.py:15: CryptographyDeprecationWarning: Python 3.6 is no longer supported by the Python core team. Therefore, support for it is deprecated in cryptography and will be removed in a future release.
from cryptography.utils import int_...

one year ago
0 Weird Error; My Local Execution Hung With

It misses the repository information of course, but the 'configuration/Args' were logged. So something weird in identifying the repository

3 years ago
0 ... And Yet Another

That could be a solution for the regex search; my comment on the pop-up (in the previous reply) was a bit more generic - just that it should potentially include some information on what failed while fetching experiments ๐Ÿ˜„

3 years ago
0 Back To This

Not really, I've only been able to somewhat understand the scope of where it happens, and I'm not sure it's even a ClearML issue (maybe matplotlib)

3 years ago
0 Back To This

Sorry, been away for a while!
I have no additional information, since it was a bug in my model that I have since eliminated...
Maybe it was just a matplotlib error and can be dropped for now. I'll let you know if it pops up again!

3 years ago
0 When Uploading An Artifact, Can I List It In Some Grouping (Like With Parameters, Having E.G.

TimelyPenguin76 that would have been nice but I'd like to upload files as artifacts (rather than parameters).

AgitatedDove14 I mean like a grouping in the artifact. If I add e.g. foo/bar to my artifact name, it will be uploaded as foo/bar .

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 ... 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.

3 years ago
0 If I Create A Dataset With

Unfortunately not, each task defines and constructs its own dataset. I want cloned task to save that link ๐Ÿค”

3 years ago
0 Back To This

My code is done, it's hanging waiting for ClearML :E

3 years ago
0 Back To This

Based on where it hangs, I think this has to do with reporting the scatter plots.

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

Iโ€™ll give the create_function_task one more try ๐Ÿค”

one year ago
0 Clearml 1.3.2 I'M Running

It's a small snippet that ensures identically named projects are still unique'd with a running number.

3 years ago
0 I Encountered A Weird Edge Case With The Aws Auto-Scaler, Wondering If There Are Any Solutions Or If This Is A Known Issue. Something As Follows Happened:

I cannot, the instance is long gone... But it's not different to any other scaled instances, it seems it just took a while to register in ClearML

3 years ago
0 Hi All, I Am Trying To Spin Up Some Aws Autoscaler Instances, But I Seem To Have Some Issues With The Instance Creation:

@<1539780258050347008:profile|CheerfulKoala77> you may also need to define subnet or security groups.
Personally I do not see the point in Docker over EC2 instances for CPU instances (virtualization on top of virtualization).
Finally, just to make sure, you only ever need one autoscaler. You can monitor multiple queues with multiple instance types with one autoscaler.

2 years ago
0 If I Create A Dataset With

On an unrelated note, when cloning an experiment via the WebUI, shouldn't the cloned experiment have the original experiment as a parent? It seems to be empty

3 years ago
0 Back To This

Thanks for investigating this SweetBadger76 !

3 years ago
0 Is There A Way To Generate Usage Stats And Reports For Queues? For Example, How Often Is A Queue Used, How Much Cpu Does

We're wondering how many on-premise machines we'd like to deprecate. For that, we want to see how often our "on premise" queue is used (how often a task is submitted and run), for how long, how many resources it consumes (on average), etc.

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

Hey @<1537605940121964544:profile|EnthusiasticShrimp49> ! Youโ€™re mostly correct. The Step classes will be predefined (of course developers are encouraged to add/modify as needed), but as in the DataTransformationStep , there may be user-defined functions specified. Thatโ€™s not a problem though, I can provide these functions with the helper_functions argument.

  • The .add_function_step is indeed a failing point. I canโ€™t really create a task from the notebook because calling `Ta...
one year ago
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