UniForm: A Reuse Attention Mechanism for Efficient Transformers on Resource-constrained Edge Devices - Edge AI and Vision Alliance

UniForm: A Reuse Attention Mechanism for Efficient Transformers on Resource-constrained Edge Devices - Edge AI and Vision Alliance

This blog post was originally published at Nota AI’s website. It is reprinted here with the permission of Nota AI. Delivers real-time AI performance on edge devices such as smartphones, IoT devices, and embedded systems. Introduces a novel “Reuse Attention” technique that minimizes redundant computations in Multi-Head Attention. Achieves competitive accuracy and significant inference speed improvements on benchmarks like ImageNet-1K. Transfor…