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FierceHamster54
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29 Questions, 178 Answers
  Active since 10 January 2023
  Last activity 5 months ago

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131 × Eureka!
0 Votes
7 Answers
663 Views
0 Votes 7 Answers 663 Views
Heya, is there any plan for ClearML to leverage the new https://developer.nvidia.com/blog/getting-the-most-out-of-the-a100-gpu-with-multi-instance-gpu/ tech ...
one year ago
0 Votes
7 Answers
383 Views
0 Votes 7 Answers 383 Views
Hey everyone, As a Pro-tier SaaS user, I'm experiencing a very high latency when finalizing a dataset, it is attached in a big dataset version hierarchy and ...
7 months ago
0 Votes
4 Answers
668 Views
0 Votes 4 Answers 668 Views
one year ago
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9 Answers
696 Views
0 Votes 9 Answers 696 Views
Hey just wanting to know: what is the recommended best practice to write ClearML Pipelines between controller and decorators ?
one year ago
0 Votes
6 Answers
284 Views
0 Votes 6 Answers 284 Views
5 months ago
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13 Answers
817 Views
0 Votes 13 Answers 817 Views
one year ago
0 Votes
15 Answers
750 Views
0 Votes 15 Answers 750 Views
Heya, I hope you're all well in this beautiful day, my GCP Autoscaler just died with that strange but short backtrace, wondered if it rang a bell to any of y...
one year ago
0 Votes
1 Answers
701 Views
0 Votes 1 Answers 701 Views
one year ago
0 Votes
9 Answers
778 Views
0 Votes 9 Answers 778 Views
Hello everyone! I setup a GCP autoscaler on my Pro SaaS deployment but I keep getting this error: clearml_agent: ERROR: Server does not support --use-owner-t...
one year ago
0 Votes
25 Answers
698 Views
0 Votes 25 Answers 698 Views
Hey, trying to figure out how to create an https://clear.ml/docs/latest/docs/clearml_sdk/model_sdk#output-models , the doc says it needs a TaskId but my trai...
one year ago
0 Votes
7 Answers
746 Views
0 Votes 7 Answers 746 Views
Hey, is there a way to pass docker args for the execution of a pipeline controller defined through decorator @PipelineDecorator.pipeline the same way we can ...
one year ago
0 Votes
1 Answers
631 Views
0 Votes 1 Answers 631 Views
Hey is ClearML MLFlow based ? Is it exposed to CVE-2023-1176 and CVE-2023-1177 ?
one year ago
0 Votes
7 Answers
698 Views
0 Votes 7 Answers 698 Views
Hey I hope everyone is having a good day, two quick questions about datasets: Does squashing two datasets deletes the two original datasets ? Is it possible ...
one year ago
0 Votes
12 Answers
642 Views
0 Votes 12 Answers 642 Views
Hey has anyone managed to capture Darts logging with ClearML when using the temporal fusion transformers ? Even when overriding their trainer with a custom P...
one year ago
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4 Answers
661 Views
0 Votes 4 Answers 661 Views
one year ago
0 Votes
13 Answers
920 Views
0 Votes 13 Answers 920 Views
Hey all, hope you're having a great day, having an unexpected behavior with a training task of a YOLOv5 model on my pipeline, I specified a task in my traini...
one year ago
0 Votes
1 Answers
651 Views
0 Votes 1 Answers 651 Views
Hey is .get_local_copy() thread-safe ? I mean can I concurrently download several datasets without breaking the cache and StorageManager ?
one year ago
0 Votes
8 Answers
282 Views
0 Votes 8 Answers 282 Views
Hey everyone, I am having some difficulties passing environment variables on my piepeline components running on agents ( 1.6.1 ) without docker mode: - I set...
6 months ago
0 Votes
4 Answers
727 Views
0 Votes 4 Answers 727 Views
one year ago
0 Votes
8 Answers
775 Views
0 Votes 8 Answers 775 Views
Hey, is there a shortcut on the Dataset SDK to directly get the latest version of a dataset ?
one year ago
0 Votes
1 Answers
807 Views
0 Votes 1 Answers 807 Views
Heya, good day to everyone, I'm finding myself facing this random error with a very opaque backtrace when attempting to squash two distinct versions of the s...
one year ago
0 Votes
5 Answers
702 Views
0 Votes 5 Answers 702 Views
Hey, would it be possible to add a way to edit autoscaler configs without having to clone them ? This is really frustrating especially when you reached the q...
one year ago
0 Votes
20 Answers
674 Views
0 Votes 20 Answers 674 Views
Hey currently trying to run a pipeline locally to test a pipeline component with PipelineDecorator.run_locally() , first try returned a random pandas error, ...
one year ago
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10 Answers
833 Views
0 Votes 10 Answers 833 Views
one year ago
0 Votes
15 Answers
727 Views
0 Votes 15 Answers 727 Views
Heya, trying to setup a GCP autoscaler for general-purpose CPU instances ( e2-standard-4 ) but I get into that error: googleapiclient.errors.HttpError: And I...
one year ago
0 Votes
15 Answers
737 Views
0 Votes 15 Answers 737 Views
Hey having an issue passing parameters to a component in a pipeline, the parameters appear to be None inside the component function: @PipelineDecorator.compo...
one year ago
0 Votes
8 Answers
679 Views
0 Votes 8 Answers 679 Views
one year ago
0 Votes
6 Answers
676 Views
0 Votes 6 Answers 676 Views
Hey guys, i hope you all have a nice days, I had to use the Task method .setup_aws_upload(bucket=...,region=...) to overcome a incorrect region specified for...
one year ago
0 Votes
2 Answers
681 Views
0 Votes 2 Answers 681 Views
Hey, it is said in the pipeline decorator example that requirements for executing a pipeline component is inferred from the imports inside the component func...
one year ago
0 Hey, Trying To Figure Out How To Create An

Oh, that's nice, if I import a model using InputModel do I still need to specify a OutputModel ?

one year ago
0 Hey, Trying To Figure Out How To Create An

Oh that's great, thanks 😍 🎉

one year ago
0 Hey, Is There A Way To Pass Docker Args For The Execution Of A Pipeline Controller Defined Through Decorator

I'm considering doing a PR in a few days to add the param if it is not too complex

one year ago
0 Hello Everyone! I Setup A Gcp Autoscaler On My Pro Saas Deployment But I Keep Getting This Error:

Okay thanks! Please keep me posted when the hotfix is out on the SaaS

one year ago
0 Hello Everyone! I Setup A Gcp Autoscaler On My Pro Saas Deployment But I Keep Getting This Error:

Have you identified yet if it was a strictly internal issue or should I continue my investigation on my side ?

one year ago
0 Hey Having An Issue Passing Parameters To A Component In A Pipeline, The Parameters Appear To Be

Nice it works 😍
I'll try to update the version in the image I provide to the workers of th autoscaler app (but sadly I don't control the version of those in itself since it's CLearML managed)

one year ago
0 Hey Having An Issue Passing Parameters To A Component In A Pipeline, The Parameters Appear To Be

Seems pretty critical tho, SuccessfulKoala55 is the 1.7.2 releasing soon ? ( I see the rc2 has been built 3 days ago)

one year ago
0 Hey Just Wanting To Know: What Is The Recommended Best Practice To Write Clearml Pipelines Between Controller And Decorators ?

Btw AgitatedDove14 is there a way to define parallel tasks and use pipeline as an acyclic compute graph instead of simply sequential tasks ?

one year ago
0 Hey Just Wanting To Know: What Is The Recommended Best Practice To Write Clearml Pipelines Between Controller And Decorators ?

Ooooo okay I see the @PipelineDecorator.pipeline decorator you can have a function to orchestrate your components and manipulate their return data

one year ago
0 Hi Team, I Am Runing Script Which Fetch The Data From Clearml Server, I Am Getting This Information "Clearml - Info - Dataset.Get() Did Not Specify Alias. Dataset Information Will Not Be Automatically Logged In Clearml Server" .Please Can Any One Tell Me

alias : "Alias of the dataset. If set, the ‘alias : dataset ID’ key-value pair will be set under the hyperparameters section ‘Datasets’"

I have to concede that I found that description a bit vague at first but if you check that https://clear.ml/docs/latest/docs/clearml_data/best_practices#organize-datasets-for-easier-access you see that:

"In cases where you use a dataset in a task (e.g. consuming a dataset), you can easily track which dataset the task is using by using ` Dataset.get...

one year ago
0 Hey, Trying To Figure Out How To Create An

Or can I just set it to Task.current_task() ?

one year ago
one year ago
0 Hello All, Thanks For This Really Cool Software And Community! I Have A Question On

Does it happens for all your packages or for a specific one ?

one year ago
0 Hey Just Wanting To Know: What Is The Recommended Best Practice To Write Clearml Pipelines Between Controller And Decorators ?

Sure but the same pattern can be achieved using explicitly the PipelineController class and defining steps using .add_step() pointing to CLearML's Task objects right ?

The decorators simply abstract away the controller but both methods (decorators or controller/tasks) allows to decouple your pipelines in steps each having an independent compute target, right ?

So basically choosing one method or the other only a question of best-practice or style ?

one year ago
0 Hey, Trying To Figure Out How To Create An

Well I uploaded datasets in the previous steps with the same credentials

one year ago
0 Hi, Is There A Way To Get The Project Name Of A Model From The Sdk. The Property

Hey Mathias,

The project SDK is pretty barebone and according to the doc you should use the REST API for further actions , the simplest approach would be to simply use the project id on the POST /projects.get_by_id endpoint .

Best regards,

7 months ago
0 Hey, Trying To Figure Out How To Create An

My bad, the specified file did not exists since I forgot to raise an exception if the export command failed >< Well I guess this is the reason, will test that on monday

one year ago
0 Hi There, Currently I Have A Clearml Pipeline That Takes In A Bunch Of Parameters For Various Tasks And Passes These Parameters Via Parameter_Override For Every Pipe.Add_Step(). However, I Have A Lot Of Parameters, And So My Pipeline Code Is A Little Unwi

Well if you have:

ret_obj = None
for in in range(5):
    ret_obj = step_x(ret_obj)

SInce the orchestration automatically determine the order of execution using the logic of return objects the controller will execute them sequentially.

However, if your steps don't have dependencies like this:

for i in range(5):
    step_x(...)

It will try to execute them concurrently

5 months ago
0 Hey, Trying To Figure Out How To Create An

Okay! Tho I only see a param to specify a weights url while I'm looking to upload local weights

one year ago
0 Hi, First Time Here

Nope but it can manage your cloud vms for you

one year ago
0 Hey, Trying To Figure Out How To Create An

Is there an example of this somewhere ? Cause I'm training a YOLOv5 model which already has ClearML intergration built-in but it seems to be hardcoded to attach its task to a Yolov5 project and upload .pt file as artifact while I want to upload a converted .onnx weights with custom tags to my custom project

one year ago
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