TimelyPenguin76 Thanks for the reply.
I believe the way I start tasks is completely independent to this problem. Assuming my approach is in principle legitimate, it does not explain why I get the following error message. Note that the error only happens when I start multiple tasks. What is the cause of this error?
clearml_agent: ERROR: Instance with the same WORKER_ID [algo-lambda:gpu0] is already running