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AgitatedDove14
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49 Questions, 8124 Answers
  Active since 10 January 2023
  Last activity one year ago

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25 × Eureka!
0 Hi, How Can I Remove A Tag From A Task Via Code In A Non-Barbaric Way?

Ooops ๐Ÿ˜ž
task.get_tags()
task.set_tags()

4 years ago
0 Hi Everyone, I Have A Question About Using

The other order (with custom decorator above pipeline fails - just for you info

)

This is on "purpose" the pipeline decorator has to be the top decorator.
Glad it works!

one year ago
0 Hi Again, I Am Trying To Execute A Pipeline Remotely, However I Am Running Into A Problem With The Steps That Require A Local Package. Basically I Have A Repo, That I Created Specifically For This Pipeline And I Have Packaged It So That I Can Split It I

The second problem that I am running into now, is that one of the dependencies in the package is actually hosted in a private repo.

Add your private repo to the extra index section in the clearml.conf:
None

one year ago
4 years ago
0 The

Do you think this is better ? (the API documentation is coming directly from the python doc-string, so the code will always have the latest documentation)
https://github.com/allegroai/clearml/blob/c58e8a4c6a1294f8acec6ed9cba81c3b91aa2abd/clearml/datasets/dataset.py#L633

4 years ago
0 Hey :wave: *Tensorboard Logs Overwhelming Elasticsearch* I am running a clear ml server, however when running experiments with tensorboard logging I am seeing the elastic indexing time increase drastically and in some cases I have also seen timeout erro

Hi @<1590152178218045440:profile|HarebrainedToad56>
Yes you are correct all TB logs are stored into the ELK in the clearml backend. This really scales well and rarely has issues, as long of course that the clearml-server is running on strong enough machine. How many RAM / HD you have on the clearml-server ?

one year ago
0 Hi Again, I Am Trying To Execute A Pipeline Remotely, However I Am Running Into A Problem With The Steps That Require A Local Package. Basically I Have A Repo, That I Created Specifically For This Pipeline And I Have Packaged It So That I Can Split It I

I would just add git+ None to your requirements (either in the requirements.txt or even better as part of the pipeline/component where you also specify the repo to be used)
The agent will automatically push the crednetilas when it installs the repo as wheel.
wdyt?
btw: you might also get away with adding -e . into the requirements.txt (but you will need to test that one)

one year ago
0 Hi Everyone, I Wanted To Inquire If It'S Possible To Have Some Type Of Model Unloading. I Know There Was A Discussion Here About It, But After Reviewing It, I Didn'T Find An Answer. So, I Am Curious: Is It Possible To Explicitly Unload A Model (By Calling

@<1657918706052763648:profile|SillyRobin38> out of curiosity did you compare performance of tensorrt-llm vs vllm ?
(the jury is still out on that, just wondered if you had a chance)

one year ago
0 Two Questions About Datasets: Question 1: Are Parallel Writes To A Dataset With The Same Version Possible? Is The Way To Go, To Have A Task, Which Creates A Dataset Object, Which In Turn Is Passed As Artifact To The Subsequent Ingestion Tasks? After The P

Hi @<1661542579272945664:profile|SaltySpider22>

question 1: are parallel writes to a dataset with the same version possible?

When you are saying parallel what do you mean? from multiple machines ?

Whats the recommended way to append the dataset in a future version?

Once a dataset was finalized the only way to add files is to add another version that inherits from the previous one (i.e. the finalized version becomes the parent of the new version)
If you are worried about multip...

one year ago
0 So I Bumped Onto This Comparison Shared By Dagshub. It Kinda Placed Clearml Is A Rather Bad Position Compared To Everything Else In The Industry.

Hi CynicalBee90
Always great to have people joining the conversation, especially if they are the decision makers a.k.a can amend mistakes ๐Ÿ™‚
If I can summarize a few points here (and feel free to fill in / edit any mistake or leftovers)
Open-Source license: This is basically the mongodb license, which is as open as possible with the ability to, at the end, offer some protection against Amazon giants stealing APIs (like they did for both mongodb and elastic search) Platform & language agno...

4 years ago
0 Hi Community! This Is My First Time Using Clearml. When Running A Training Session In Vscode Using Yolov8, I Get The Following Errors:

Hi @<1601386194774528000:profile|AmusedPanda8>
I think the project name is ./model_training/trained_models/yolov8n-TEST_OKTODELETE/ and for some reason you have "." as a project project?
(notice jested projects are automatically created based on the project name with '/' as separator)

2 years ago
0 Hi, Just To Check. Does The K8S Glue Install Torch By Default? I'M Getting

Nice SubstantialElk6 !
BTW: you can configure your cleaml client to store the changes from the latest Pushed commit (and not the default which is latest local commit)
see store_code_diff_from_remote: in clearml.conf:
https://github.com/allegroai/clearml/blob/9b962bae4b1ccc448e1807e1688fe193454c1da1/docs/clearml.conf#L150

4 years ago
0 I Buried This Issue In Another Thread To Do With Deployment, But I Was Wondering If Anyone Else Has Had Problems Using

Would this be best if it were executed in the Triton execution environment?

It seems the issue is unrelated to the Triton ...

Could I use theย 

clearml-agent build

ย  command and theย 

Triton serving engine

ย task ID to create a docker container that I could then use interactively to run these tests?

Yep, that should do it ๐Ÿ™‚
I would start simple, no need to get the docker itself it seems like clearml credentials issue?!

4 years ago
0 I Buried This Issue In Another Thread To Do With Deployment, But I Was Wondering If Anyone Else Has Had Problems Using

If you passed the correct path it should work (if it fails it would have failed right at the beginning).
BTW: I think it is clearml-agent --config-file <file here> daemon ...

4 years ago
0 Hi Guys! How Do You Handle Tasks With A Complex Parametrization? For Example, A Script That Trains A Machine Learning Model, Where You Want To Parametrize Model Name, Hyperpars, Preprocessing Steps, Etc. So A Nested Configuration With Many Parameters Do I

Hi @<1691620877822595072:profile|FlutteringMouse14>

Do I have to use Hydra

You can, and then the entire configuration is fully captured by ClearML (automatically) while you can still override values with the manual "key.sub=value" both in the UI and in the CLI

Otherwise you can connect nested dict with task.connect (these will be flattened with / for sub keys).
Or you can connect configuration files ( task.connect_configuration ) and edit them as is in the UI (with override of...

one year ago
0 Hi, I Have Several Long Running Experiments Failing With

Hi JitteryCoyote63
Signal 9 is killed signal, could it be someone killed the process ? Do you have other logs to share ? Is this reproducible ?

4 years ago
0 What’S The Best Way To Get The List Of All Projects (While In A Notebook)? Hitting The Api?

Yes, I think the API is probably the easiest:
from clearml.backend_api.session.client import APIClient client = APIClient() project_list = client.projects.get_all() print(project_list)

4 years ago
0 I Have Some Old Training Jobs That I Logged With Tensorboard, Is It Possible To Add Them To Clearml?

I can read them programmatically using tensorboard and the log the using clearml logger,

StaleButterfly40 this will be a great script to put somewhere (I'm sure you are not the only one with this problem). Maybe put it as a GitHub issue ? wdyt ?

3 years ago
0 Are There Python Api Docs For Trains Hosted Anywhere? I'Ve Found Helpful Info In The Class Method Definitions That I Didn'T Find In The Main Docs/Examples

The class documentation itself is also there under "References" -> "Trains Python Package"
Notice that due to a bug in the documentation (we are working on a fix) the reference part is not searchable in the main search bar

4 years ago
0 I Want To Run My Clearml Task On An Agent In K8S Together With A Memory Profiler (Maybe

So maybe the path is related to the fact I have venv caching on?

hmmm could be...
Can you quickly disable the caching and try ?

4 years ago
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