green-ai
Here are 14 public repositories matching this topic...
A curated list of trustworthy deep learning papers. Daily updating...
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Jul 5, 2024
🌱 EcoLogits tracks the energy consumption and environmental footprint of using generative AI models through APIs.
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Jul 4, 2024 - Python
A curated list of awesome Green AI resources and tools to reduce the environmental impacts of using and deploying AI.
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Jul 5, 2024
A Grafana panel to monitor the carbon footprint of AWS, GCP and Azure instances. Maintains a list of data centres and their energy sources, and computes CO2e emissions by sampling energy consumption of CPU, GPU and DRAM.
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Dec 9, 2022 - Shell
GATorch is a tool seamlessly integrated with PyTorch that enables ML developers to generate an energy consumption report. By attaching your model, the tool automatically tracks the energy consumption of your model's training and generates graphs and plots to gain in-depth insights into the energy consumption of your model.
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Apr 1, 2023 - Python
A machine learning pipeline taking you from raw data to fully trained machine learning model - from data to model (d2m).
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Feb 20, 2024 - Python
Implementation and evaluation of "FedZero: Leveraging Renewable Excess Energy in Federated Learning"
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Mar 22, 2024 - Python
Replication package for the data analysis of the master thesis "An analysis of modeling and training decisions for greener computer vision systems"
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Feb 28, 2023 - Jupyter Notebook
A curated list of Green AI resources.
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Mar 20, 2024
Guidelines to deploy AI models in different cloud providers aligned with green AI goals.
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Sep 13, 2023 - Jupyter Notebook
Replication Package
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May 13, 2023 - Jupyter Notebook
Mapping the Landscape of AI, ML, and DL in Climate Change Research
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Feb 26, 2024 - HTML
Code and Experimental Package attached to the article "Greener Machine Learning Computing with Intel AI Acceleration"
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Feb 23, 2023 - Shell
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