ME-ViT: A Single-Load Memory-Efficient FPGA Accelerator for Vision Transformers

Kyle Marino, Pengmiao Zhang, Viktor Prasanna

Vision Transformers (ViTs) have emerged as a state-of-the-art solution for object classification tasks. However, their computational demands and high parameter count make them unsu…