An end-to-end Mamba edge accelerator using hardware-friendly approximations, INT8 quantization, and NAS achieves 4.95x-5.62x lower latency and 1.63x-19.9x smaller models than ViT/CNN baselines.
2007.Fundamentals of electric circuits
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eMamba: Efficient Acceleration Framework for Mamba Models in Edge Computing
An end-to-end Mamba edge accelerator using hardware-friendly approximations, INT8 quantization, and NAS achieves 4.95x-5.62x lower latency and 1.63x-19.9x smaller models than ViT/CNN baselines.