carbontracker
Energy tracker
A tool for tracking and predicting the energy consumption and carbon footprint of training deep learning models.
Track and predict the energy consumption and carbon footprint of training deep learning models.
405 stars
13 watching
30 forks
Language: Python
last commit: 2 months ago
Linked from 2 awesome lists
Related projects:
Repository | Description | Stars |
---|---|---|
fvaleye/tracarbon | Tracks device energy consumption and calculates carbon emissions based on location data. | 98 |
sb-ai-lab/eco2ai | A Python library for monitoring and estimating CO2 emissions from energy consumption during code execution. | 237 |
mlco2/codecarbon | Estimates and tracks carbon emissions from computers, providing insights to reduce environmental impact. | 1,204 |
jdechalendar/gridemissions | Provides tools and data to track power sector emissions by reconciling grid data and computing consumption-based emissions. | 38 |
opencarbonwatch/website | A website monitoring greenhouse gas emissions reports by organizations using a PostgreSQL database and Laravel framework. | 10 |
energy-sparks/energy-sparks | An application designed to help schools measure and improve their energy efficiency by collecting data and tracking interventions. | 27 |
iterative/dvclive | A tool for tracking machine learning metrics and parameters in an integrated workflow with Git and DVC. | 167 |
ml-energy/zeus | An open-source Python package and daemon that helps measure and optimize the energy consumption of deep learning workloads. | 224 |
responsibleproblemsolving/energy-usage | Measures energy usage and carbon emissions of computational processes. | 154 |
bcgov/tfrs | A reporting system for tracking transportation fuels usage and emissions data. | 23 |
truera/trulens | A tool to evaluate and track the performance of large language model (LLM) experiments | 2,233 |
green-coding-solutions/green-metrics-tool | A tool to measure energy and carbon consumption of software throughout its life cycle | 180 |
breakend/experiment-impact-tracker | A tool to track energy usage and environmental impact of computer systems | 277 |
martin-danelljan/eco | A Matlab implementation of a real-time tracker using convolutional neural networks for object tracking in visual environments. | 612 |