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
Developer tool for measuring the energy and CO2 consumption of software through lifecycle analysis.
The Green Metrics Tool is a developer tool for measuring the energy and CO2 consumption of software through a software life cycle analysis (SLCA). It provides reproducible measurements through configuration-as-code, POSIX-style metric providers for sensors including RAPL, IPMI, PSU, Docker, temperature and CPU, and a statistical frontend with charts. The tool orchestrates Docker containers according to a usage_scenario.yml specification, supports a cluster setup, exposes an API and a timeline view for monitoring a software project over time, and offers Energy ID scorecards for software. Green Coding Solutions offers a free hosted measurement service and licenses the tool under AGPL alongside a commercial option.
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.