Abstract: Channel multi-layer-perceptron (MLP) is playing a crucial role in today’s neural networks, such as Transformer. Furthermore, MetaFormer [5] demonstrates that with separated channel MLPs, ...

Abstract: A precision-scalable neural processing unit, considering the quantization-sensitive of each neural network layer, has large hardware redundancy in multiplication units and shift logics. In ...