Green AI: Energy-efficient AI models
Автор: Dr Sunil Kumar Vuppala, Ph.D.
Загружено: 2021-04-29
Просмотров: 885
Описание: Dr. Sunil covers the motivation for Green AI, building energy-efficient AI models. He describes multiple optimizations for AI models both from a software and hardware perspective. He illustrates the methodology of network design, model compression, and hardware acceleration to build green AI models. He shares the results from building energy-efficient models by taking deep learning-based classification and segmentation healthcare models with Intel OpenVINO. He advocates various trade-offs while implementing the AI projects with the PLASTER+SET framework, an effort to move towards Green AI.
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