Containers and Orchestration Tools

Containers and Orchestration Tools#

GPU Operator

The AMD GPU Operator simplifies the deployment and management of AMD Instinct GPU accelerators within Kubernetes clusters.

Network Operator

Network Operator simplifies the use of AMD AINICs in Kubernetes environments.

Device Plugin

Kubernetes (k8s) device plugin to enable registration of AMD GPU to a container cluster

Device Metrics Exporter

The AMD Device Metrics Exporter enables Prometheus-format metrics collection for AMD GPUs in HPC and AI environments.

The AMD Container Toolkit enables seamless integration of AMD Instinct GPUs with Docker, offering streamlined GPU access, enhanced container runtime support, and optimized performance for ML and HPC workloads.

Spur

An AI-native job scheduler written in Rust. Drop-in compatible with Slurm's CLI, REST API, and C FFI — with WireGuard mesh networking, GPU-first scheduling, and Raft-based state that survives restarts.