[D] AutoML/Neural Architecture Search has a giant CO2 footprint
Looks like AutoML has by far the biggest carbon footprint of most training processes (394,863 CO2e).
Are you interested in deep learning for NLP but also concerned about the CO2 footprint of training? You should be! Excited to share our work “Energy and Policy Considerations for Deep Learning in NLP” at @ACL2019_Italy! With @ananya__g and @andrewmccallum. Preprint coming soon.