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Computer Architecture for Embedded Systems, University of Twente, Enschede, The Netherlands
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FPGAs could revolutionize Transformer model deployment by offering superior energy efficiency and latency compared to traditional hardware.
MergeOver reduces peak activation memory by over 37% while maintaining competitive accuracy, making it a game-changer for deploying Vision Transformers on edge devices.
