A dedicated accelerator for Vision Mamba using a Kogge-Stone systolic scan array and hybrid 8-bit quantization achieves 2.3x end-to-end speedup and 11.5x energy-efficiency gain over an edge GPU with less than 1% top-1 accuracy loss.
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Mamba-X: An End-to-End Vision Mamba Accelerator for Edge Computing Devices
A dedicated accelerator for Vision Mamba using a Kogge-Stone systolic scan array and hybrid 8-bit quantization achieves 2.3x end-to-end speedup and 11.5x energy-efficiency gain over an edge GPU with less than 1% top-1 accuracy loss.