Samuel Hsia

CATransformers: Carbon Aware Transformers Through Joint Model-Hardware Optimization

Machine learning solutions are rapidly adopted to enable a variety of key use cases, from conversational AI assistants to scientific discovery. As the adoption of machine learning models becomes increasingly prevalent, the associated lifecycle carbon footprint is expected to increase, including both…