SASDenSebLE: A Compact Vision Transformer Inference Architecture with Saturation-Approximate Softmax Dataflow Enabling Sequence-Parallelism Boosted Layer-Fusion Execution

Liu He,Yujin Wang, Zongle Huang, Shupei Fan,Chen Tang, Shuyuan Zhang, Luchang Lei,Huazhong Yang,Yongpan Liu,Hongyang Jia

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems（2025）

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Transformer,SW-HW Co-design,Approximate Softmax,Scalability

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