A 3-bit integerized DeiT vision transformer attention accelerator on an Alveo U250 FPGA reports 13,568 GOPs/s, 219.4 GOPs/s/W, and 77.81% ImageNet top-1 accuracy.
Chatgpt consumes enough power in one year to charge over three million electric cars,
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Systolic Array-based Architecture for Low-Bit Integerized Vision Transformers
A 3-bit integerized DeiT vision transformer attention accelerator on an Alveo U250 FPGA reports 13,568 GOPs/s, 219.4 GOPs/s/W, and 77.81% ImageNet top-1 accuracy.