Open-source tool that tracks and predicts energy use and carbon footprint of model training.
- Pricing
- Free
- Category
- AI Energy Monitoring
- Compliance
- Not stated
AI Energy Monitoring
Metrology agent exposing power and energy consumption metrics for hosts and virtual machines.
Scaphandre is a metrology agent dedicated to electric power and energy consumption metrics, written in Rust and distributed through crates.io. It measures power and energy consumed on bare metal hosts and on qemu/kvm virtual machines from the host, and can expose those metrics to the VM itself so it can be manipulated as if it were bare metal. Metrics are exposed as a Prometheus HTTP exporter or pushed to a Prometheus Push Gateway, Riemann or Warp10, can be stored in a JSON file or shown in the terminal, and the agent runs on Kubernetes and on Gnu/Linux and Windows. The project states that it aims for close to zero overhead and lists packages for RHEL, Debian, Windows and NixOS.
Open-source tool that tracks and predicts energy use and carbon footprint of model training.
Open-source Python library that estimates the carbon emissions of compute.
Python library for tracking the CO2 emissions of machine learning models.