How does clearml-agent install -e python package ? I have a homemade python package which I just moved to pyproject.toml, that I am not familiar with so not ...

Hi team, how to you use MicroMamba and pip together with ClearML ?

Do you have a documentation about how ClearML detect required python package ? In my case, I use mamba env and clearml seems to be mis-detect some packages ....

Hi, with a given task ID, how do I get all the information of the tab "INFO" in the Python SDK ? I struggle to find that in the doc None

I have weird issue with clearml agent: when queue a job for a second time on the same agent, it get Executing task id [43cc0c9e1f794f53a148bde3fff03cc9]: rep...

Can Azure Managed identity (equivalent to AWS instance-profile) be used by Clearml Web server and clearml-agent ? If I assigned the appropriate Managed Ident...

Another questions related to requirements.txt We use pip install with git commit. Eg: mylib @ When I do task.add_requirements("requirements.txt") I get # Pyt...

Sporadic failure to retrieve Scalars and Console logs. Context: self-hosted in Azure with 2 separate Azure Container App for the UI and API server. ElasticSe...

I am training a model using FastAI. In ClearML, several scalars are plot together. I would like to plot them separately in individual plot. Any tips on how ?

Hi. from Python, Is there away to check how many worker is there in a given queue ?

We have this issue with our OSS deployment: one Azure Container App for web server and one Azure Container App for api server . The issue: the console log do...

Also from the python sdk, is there a way to specify the clearml.conf file to use ? Like the equivalent of --config-file for cleaml-agent ?

Just want to post it here before raising a github issue: there seems to be a regression bug since clearml 1.13.0 where out training in GPU is 2x slower in ou...

Hi, I am using mmpretain and wondering how do ClearML integrate with it ? I used: Runner( ..., visualizer=dict(type='Visualizer', vis_backends=[dict(type='Cl...

Hi, We have clearml-agent running inside a docker container. The container have all the require package installed including some of our private package. When...

Within a ClearML task, is it possible to checkout another task code ? Context: I have a bit of a special use-case: we train our model using ClearML. Our code...

Hi all, I have deployed a clearml server with docker to one of our local machine. I had set up the filesserver folder as mount point to the cloud. How easy i...

Is there a way to tell the agent to use a specific venv pre installed ? Like the one already installed in the developer PC and the agent is running inside th...

Hi, We have an agent running inside a Nvidia official container. The agent seems to see the GPU driver but the GPU count is 0 When I join that container, nvi...

Hi. We have Task that generate trained model in pth but our downstream pipeline is using omnx file and an custom generated yaml file. Currently, when the tra...

I am struggling a bit to understand the use case of a pipeline: Let say you have step1 -> step2 -> step3 What is the point to use pipeline feature versus hav...

Question about Pipeline : my setup is as follow: - Step1: train_foo.py (which import config from other .py) => generate a model.pt - Step2: gen_bar.py + mode...

Experiment Environment Containers Tutorial : I create a docker image with: $ clearml-agent build --id d8162747eb2d4453bba9778851d1e120 --docker --target new_...

I know this question been asked before but I cannot find the answer again: What is stored in MongoDB vs ElasticSearch vs Redis ? IF we get error intermittent...

I want to run clearml sdk to create task (without running it) and upload artifact in a container. I have code to pull clearml API key from Azure Keyvault and...

Security issue: I have deployed a clearml server on prem with docker. I set the user credential in /opt/clearml/config/apiserver.conf That work fine: you nee...

I have a docker container that have clearml-agent running inside in normal mode. The agent take on a task and execute it fine. I just want to somehow log the...

How to tell clearML server to use cloud storage (Azure)? I have a clearML server deployed with docker-compose. As per instruction here , I added the file /op...

clearnl failed to detect custom packages livsdk installed from git. I have a dev venv where I start initial clearml task. In this dev venv, I have custom pac...

Is there a way for clearml to assign semantic version to model automatically like mlfow does?