device-metrics-exporter

README

AMD Device Metrics Exporter

AMD Device Metrics Exporter enables real-time collection of telemetry data in Prometheus format from AMD GPUs in HPC and AI environments. It provides comprehensive metrics including temperature, utilization, memory usage, power consumption, and more.

Quick Start

The Metrics Exporter container is available on Docker Hub:

docker run -d \
  --device=/dev/dri \
  --device=/dev/kfd \
  -p 5000:5000 \
  --name device-metrics-exporter \
  rocm/device-metrics-exporter:v1.0.0

Features

• Prometheus-compatible metrics endpoint
• Rich GPU telemetry data including:
  • Temperature monitoring
  • Utilization metrics
  • Memory usage statistics
  • Power consumption data
  • PCIe bandwidth metrics
• Kubernetes integration via Helm chart
• Slurm integration support
• Configurable service ports
• Container-based deployment

Requirements

• Ubuntu 22.04 or later
• ROCm 6.2.x, 6.3.x
• Docker (or compatible container runtime)

Documentation

For detailed documentation including installation guides, configuration options, and metric descriptions, see the documentation.

License

This project is licensed under the Apache 2.0 License - see the LICENSE file for details.