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[Embedded] [Cortex-M] Improve performance of quantized MV2 or 3 performance using Arm CMSIS-NN #12902

@digantdesai

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@digantdesai
  • Building up the existing backend/cortex-m by integrating CMSIS-NN
  • Use Quantized MV2/3 as a pilot models
  • Use FVP (if not a real board - preferred with M55 or M85) to showcase performance improvements over portable (reference) operators running this
  • [stretch] compare against TFLM
  • [stretch] compare against ET Ethos

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module: armIssues related to arm backendmodule: microcontrollersFor embedded MCUs like Cortex-M, or RTOS like Zephyr, does not track NPU backend like Arm Ethos.

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