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[D] Costs of Deep Learning

Latest DL language models such as Groover ( https://arxiv.org/abs/1905.12616 ) costs up to 600k USD just for training the final model. At the same time, training a single AI model can emit as much carbon as five cars in their lifetimes ( https://www.technologyreview.com/s/613630/training-a-single-ai-model-can-emit-as-much-carbon-as-five-cars-in-their-lifetimes/ ).

Is this a sustainable trend especially for research labs in academia which lack funding?

submitted by /u/muwnd
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.