Does it had any errors in the local run up to the task.execute_remotely call?

You can try hack it, in the UI, under EXECUTION tab, add this prefix (-m scalene) to the script path, something like: - scalene my_clearml_task.py , can you try with it? (make sure you install scalene or have it under your installed packages)