Containers and Orchestration Tools

GPU Operator Deploy and manage Instinct GPUs in Kubernetes clusters. Network Operator Simplify AMD AINICs in Kubernetes environments. Device Plugin Register AMD GPUs with a Kubernetes container cluster. Device Metrics Exporter Prometheus-format GPU metrics for HPC and AI environments. AMD Container Toolkit Integrate Instinct GPUs with Docker and container runtimes. Spur AI-native job scheduler, drop-in compatible with Slurm, with GPU-first scheduling and Raft-based state.