Hi thank you for your reply! As for the hooks: when running the openmmlab training script the runner goes through some predefined functions, and by using hooks at certain 'mounting point' in the runner's workflow you can add some custom code to the training script. So I was thinking it might be possible to write a hook that initializes the clearml task at the beginning of the script and then calls execute_remotely(...) so the training is happening remotely. Anyhow, I'll look into the docker options of the clearml agent first. Thanks!