57GPU driver installs are manual snowflakes per node. What does the NVIDIA GPU Operator change, and where are its sharp edges?▼hardNewNVIDIAMetaDatabricks◆ premiumDriver, container toolkit, device plugin, DCGM and discovery must version-match on every node. The operator reconciles that ladder from one ClusterPolicy CR; MIG, upgrades and host kernels are where it bites.Open full answer →
05You need to upgrade GPU drivers across a live inference and training fleet. What is your plan?▼hardNewNVIDIAGoogleMicrosoft2 repliesunlockedThe driver, the container toolkit, the CUDA runtime inside the image and the framework build all have to agree. Upgrade the wrong one first and every pod on the node fails to start with an error that names none of them.Open full answer →
