[{"data":1,"prerenderedAt":17},["ShallowReactive",2],{"blog-tag-en-oomkilled":3},[4],{"path":5,"title":6,"description":7,"date":8,"tags":9},"\u002Fblog\u002Fen\u002Fk3s-gpu-oomkilled-vpa-resource-estimation","GPU Memory Ran Out and Killed an AI Training Job. Why VPA Can't Save You on K3s","Why AI training jobs on K3s get OOMKilled from GPU memory shortages, why Vertical Pod Autoscaler doesn't cover GPU resources, and how to size requests\u002Flimits correctly using measurement-based design.","2026-09-20",[10,11,12,13,14,15,16],"k3s","kubernetes","gpu","oomkilled","vpa","ai-infrastructure","resource-management",1792592707349]