MambaLite-Micro deploys Mamba inference in C on ESP32S3 and STM32H7 with 83.0% lower peak memory than an unfused baseline and identical output labels to PyTorch.
Tensorflow lite micro: Embedded machine learning for tinyml systems.Proceedings of machine learning and systems, 3:800–811, 2021
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MambaLite-Micro: Memory-Optimized Mamba Inference on MCUs
MambaLite-Micro deploys Mamba inference in C on ESP32S3 and STM32H7 with 83.0% lower peak memory than an unfused baseline and identical output labels to PyTorch.