Evaluating the power efficiency of deep learning inference on embedded GPU systems

• Main Authors: Kanokwan Rungsuptaweekoon, Vasaka Visoottiviseth, Ryousei Takano
• Other Authors: National Institute of Advanced Industrial Science and Technology
• Format: Conference or Workshop Item
• Published: 2019
• Subjects: Computer Science
• Online Access: https://repository.li.mahidol.ac.th/handle/123456789/45658
• Institution: Mahidol University

© 2017 IEEE. Deep learning inference on embedded systems requires not only high throughput but also low power consumption. To address this challenge, this paper evaluates the power efficiency of image recognition with YOLO, a real-time object detection algorithm, on the latest NVIDIA embedded GPU sy...