Leaving your interactive sessions idle prevents other users from making use of the resources reserved for your job, and in particular the GPU. So please:

• Use batch jobs whenever possible to run anything that can be done unattended.
• Limit your interactive sessions to the minimum required time to accomplish your task, and kill them once you are finished to leave room for the next user. If you need interactive access again later, you can start a new session.