We propose Lightening-Transformer, the first light-empowered, high-performance, and energy-efficient photonic Transformer accelerator.

We design and tape-out the SpAtten architecture in TSMC 28nm technology digital chip.

This paper provides an overview of efficient deep learning methods, systems and applications.