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Breakend avatar

Breakend/experiment-impact-trackerArchived

0
View on GitHub↗
293 stars·35 forks·Python·MIT·4 views

Experiment Impact Tracker

The experiment-impact-tracker is meant to be a simple drop-in method to track energy usage, carbon emissions, and compute utilization of your system. Currently, on Linux systems with Intel chips (that support the RAPL powercap interface) and NVIDIA GPUs, we record: power draw from CPU and GPU,…

Features

  • AI Sustainability - Calculates carbon cost of ML job

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Open-source alternatives to Experiment Impact Tracker

Similar open-source projects, ranked by how many features they share with Experiment Impact Tracker.
  • dos-group/fedzerodos-group avatar

    dos-group/fedzero

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    Official repository for the paper "FedZero: Leveraging Renewable Excess Energy in Federated Learning." presented at e-Energy'2024. FedZero is an FL system that operates exclusively on renewable excess energy and spare capacity of compute infrastructure to effectively reduce a training’s…

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  • lfwa/carbontrackerlfwa avatar

    lfwa/carbontracker

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    Website

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Frequently asked questions

What does breakend/experiment-impact-tracker do?

The experiment-impact-tracker is meant to be a simple drop-in method to track energy usage, carbon emissions, and compute utilization of your system. Currently, on Linux systems with Intel chips (that support the RAPL powercap interface) and NVIDIA GPUs, we record: power draw from CPU and GPU,…

What are the main features of breakend/experiment-impact-tracker?

The main features of breakend/experiment-impact-tracker are: AI Sustainability.

What are some open-source alternatives to breakend/experiment-impact-tracker?

Open-source alternatives to breakend/experiment-impact-tracker include: dos-group/fedzero — Official repository for the paper "FedZero: Leveraging Renewable Excess Energy in Federated Learning." presented at… lfwa/carbontracker — Website.