NVIDIA says CUDA 13.4 adds transparent GPU memory enforcement for shared workloads, with Kubernetes support via an open-source operator.
It's nice to have tons of customization options as a PC owner, but the lack of plug-and-play simplicity is too big an inconvenience to ignore. Most of the time, your PC's initial setup holds it back ...
Running AI models locally on GPUs requires a careful balance between hardware capacity and model selection. The Stack explores this topic by breaking down how to optimize GPU memory usage for AI tasks ...