does clearml creates separate virtual environments for each pipeline steps when running remotely?

After I finish training a model, I want to call logger.report_scalars to help monitor inferencing status (we do a lot of batch) but after the model finishes ...

Can I use “autoscaler” to go from 0->1 agent? i.e. 1 queue for tasks, start 1 machine, process everything to completion, then shut down?

Hi, quick questions: - Do you think it is good idea to have two different clearml servers - one per dev environment and one per production environment? - Do ...

Hi, I want to build a server in the component of pipeline and send request to this server from another component in same pipeline. I get static ip from DAG b...

Hi, there! After running a Task in ClearML, how can I use the API to get the best performing output model for that task? I came across this Stack Overflow po...

Hi, can’t i embed scalars to notion using clearml sdk?

Hi, is there a way to list all agents running in a host, I do not find relevant one in clearml-agent -h.

I am using clearml free saas. I have a task "MyTask" of type "data_processing" in project "MyProject" which uploads a dataset in the end of its execution. Fo...

I'm seeing very high CPU usage by idle clearml-agents. Any idea why?

Hi all! I am currently using a self-hosted ClearML server and was looking to integrate the ClearML Agent to make better usage of our HPC resources with GPU a...

Hey everybody - I am using the PipelineController with add_function_step to add different step to the pipeline. Is there a way to specify a callback upon an ...

Hi did anyone encounter gpu monitoring failed getting GPU reading, switching off GPU monitoring error on remote task pod? I am on latest sdk and clearml serv...

Hey, I have one query. model = Model.query_models(project_name = global_config.PROJECT_NAME, model_name="model training",max_results=1) is there any way it c...

hello everybody, I have a quick question, I am trying to use clearml-serving but I cant get it to work. I have a clearml server set up and now I am following...

hey all, I cannot use clearml with accelerate for uploading checkpoints. - Accelerate handles the folder structure, so checkpoints are usually like /iteratio...

Hello, Is there anyway to download a subset of Dataset? I've tried get_local_copy() which set part to specific number. It generates only state.json and not d...

Hello everyone, I'm trying to setup minio for self hosted clearml. But there is an error like in the picture when uploading. Does anyone know this error?

Hi everyone, I want to retrieve some scalars at specific iterations from ClearML. I found Task.get_all_reported_scalars and Task.get_reported_scalars . Howev...

I spin up a box and notice this was appeared as error on the logs:

Good day! please tell me how to screw it up. On what chart or value does such an error appear? 2023-09-08 02:13:16,164 - clearml.Metrics - ERROR - Action fai...

Hello! does anyone know how to do HPO when your parameters are in a Hydra configuration file? What is the correct way to do this (e.g declare the params for ...

How can I add my requirements.txt file to the pipeline instead of each tasks?

I've been trying to use the Task.get_debug_samples() method to download all debug sample images for a given task id. Is there a way to get a list of variants...

hi in webserver when i want see task list or project list i have error on failetoparse allowDiskUse anyone can help me

Hi all, we recently went from a docker hosted clearml to a k8s hosted clearml. We migrated our experiments by tarballing the data folder of mongodb and getti...

Hi, I am trying to save my trained model weights in S3 bucket instead of using ClearML storage when using clearml-task for ml training remotely. I tried to u...

Hello everyone, I'm currently working on comparing plots from experiments within the ClearML web UI. Each of these plots displays a series of true values and...

Hi everyone, how can one import additional requirements to the pipeline while remote execution

Hi everyone, how can I make what’s captured in logging.info () show up in the Console tabs of the experiment details in the WebUI? Currently it seems to capt...