Faced with the predicament of GPU memory overflow without being able to quickly locate the process occupying it, AI developers and operations personnel urgently need an efficient monitoring and cleanup solution. This article provides a practical guide to accurately troubleshoot memory usage, quickly locate zombie processes, and optimize resource allocation, helping you to completely solve memory fragmentation and memory leak problems and ensure smooth operation of training tasks.