Essays about: "Green-AI"

Found 2 essays containing the word Green-AI.

1. 1. Deriving an Natural Language Processing inference Cost Model with Greenhouse Gas Accounting : Towards a sustainable usage of Machine Learning

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Tom Axberg; [2022]
   Keywords : Machine Learning; Inference; Inferencing; Natural Language Processing; Pre-trained Language Model; Greenhouse Gas; Software Energy Measurement; Floating Point Operations; Green-AI; Green-IT; OPEX; Maskininlärning; Slutledning; Naturlig Språkbehandling; Förutbildad språkmodell; Växthusgas; Energimätning av Mjukvara; Green-AI; Green-IT. OPEX;

   Abstract : The interest in using State-Of-The-Art (SOTA) Pre-Trained Language Model (PLM) in product development is growing. The fact that developers can use PLM has changed the way to build reliable models, and it is the go-to method for many companies and organizations. READ MORE

3. 2. Energy Consumption of Browser-based Creative AI

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Leonard Lund; Felix Blomkvist; [2022]
   Keywords : Creative AI; sustainable AI; sustainability of AI; Green AI; Google Magenta; browser-based AI; music AI; energy consumption of AI; efficiency of AI;

   Abstract : Creative AI in the music field has in recent years begun stepping out of the confines of academia and seen increased adoption among musicians thanks to developers launching consumer products powered by AI. These new tools are opening up new possibilities in music-making, but their increased use and development prompts inquiry regarding their sustainability. READ MORE