Thank you for giving me the advice.

To answer your question, here is my workflow.

First, I create the task by running the below code

python3 train.py config object_detection.yaml

And in the same docker image, I run the below command to executing an agent

clearml-agent daemon --queue default --forground

After that, use this task id created above, I run the code I shared clearml_hyper.py

So I think argparser arguments are injected in the task itself before HPO