Hi everyone! I have started using the StorageManager as a utility for my training code. Before training starts, I use it to download the training data from S...

Hi everyone! I would need your opinion about how to proceed with offline mode when serving models. We currently have some serving endpoints which are constan...

Hello Everyone, I need a clarity in clearml serving, I have deployed the clearml serving in docker with proper envs Created model and saved in clearml dashbo...

Hi, i'm experiencing a new issue with logging scalars and plots. it seems that something has changed on your side (clearml) and scalar and plots are having t...

Hi everyone, I've set up a ClearML server on AWS EC2 and configured output_uri to log everything to S3. However, I just noticed that the input model captured...

Hello! As fas as I understand, files are being sorted by its last modification time during cache cleaning? So that files that were downloaded long time ago b...

Hi all, I deployed the enterprise version using a Helm chart, but how do I manage users? I configured the overrides.yaml with some extraEnvs , such as CLEARM...

Given a Task object, how do I retrieve the GPU type ? I can see it from the webUI but it would be great if I can get it from the python sdk

Hi all, I would like to use clearml-serving to serve model binaries (for use in on-device deployment). Can clearml-serving be used to serve that?

How can I search for training Tasks that use a given Dataset? The Dataset was linked to the Task: after I initialized the Task, I called Dataset.get(..., ali...

Hi, does anyone have a preferred way to access the EBS Device when running the Autoscaler? I tried mounting it via the Init Script, which didn't work. I now ...

Hi, I’ve recently started experimenting with ClearML and the various features it offers. I’m primarily working on creating different pipelines, and I’ve enco...

Hi everyone, I'm running a local server 2.0.0 and I would like to start using the model registry for versioning. However I found that there is no way to retr...

Hi all, does anyone know why I can't see the worker plots nor the training plots in clearml UI (k8s deployment)? The error is: "result_msg": "General data er...

Hi, When using yolo in a Docker based clearml agent, I get the error below. How do I need to setup clearml agent to have access to CV2? Starting Task Executi...

Hello All, I am new to clearML, need a clarification. I would like to Enable GPU-as-a-Service with Secure Multi-tenancy and Real-time Billing per Tenant, is ...

Hi, we are storing lots and lots of scalars on worker resource and queue stats. This totals to about 29 gb. Is there any way of limiting the amount of stats ...

Hi! I have noticed that clearml-elastic container consumes 32.82GiB Memory. This seems very high (we have a total of 91GiB available -> elastic uses 1/3). Is...

Hello! Im using a clearml serving module and when i try to test it i get this error {"detail":"Error [] processing request: Error: Failed loading preprocess ...

Hi everyone, I’m testing ClearML and encountered an issue when launching the agent in docker-mode: it seems to ignore additional Docker arguments. For exampl...

Hi everyone, I'm Pau, from Spain, and new to this community. I am self hosting a clearml server in a linux machine. I want to deploy a flask-app inside anoth...

Hello! I need to run clearml pipeline with caching of steps. I specify cache_executed_step=True for each step, but my steps are not cached and ended with the...

Hello everyone! Can I use dropdown somehow in pipelines when I want to change params in UI? In this particular case the params are added to the pipeline auto...

Hey, We are still stuck with this issue and provided all required logs inside this thread with comparisons between different modes running tasks, any conclus...

Hi community, I had a clearml experiment seems become "unresponsive" even though it is showing "running" with the following logging (I didn't skip any loggin...

hello! i had trouble running clearml-agent on k8s. i fixed it by modifying the helm chart to allow specifying runtimeClassName (which is needed when using nv...

Hi, yet again i come with a problem i cant see a fix for this issue that is bugging me for days. I want to serve a Gpt2 model and i have the onnx uploaded to...

Hi all, I have a setup where data scientists can run notebooks in headless mode remotely using sagemaker processing jobs, however I have an issue with clearm...

Hi guys! Im running into an issue... Im trying to do my master thesis and ClearML is a framework im investing a lot in. And rn im trying to set up the servin...

Hi, I am currently setting up clearml-agents. Here None , I read about the option to cache venvs. Where in the clearml.conf does venvs_cache need to be speci...