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Published 20 hours ago • verified publisher icon Samsung

[onert-micro] plan for quantized kernel

Open chunseoklee opened this issue 8 months ago • 5 comments

Let's make a plan(by Sep) for quantized(s8/s16) kernel.

AFAIU, the master branch supports :

  • S8 Add
  • S8 AveragePool2D
  • S8 Mul
  • S8 Conv2D
  • S8 MaxPool2D
  • S8 AveragePool2D
  • S8 and S16 FullyConnected

All this operations are accelerated by CMSIS_NN library(https://github.com/ARM-software/CMSIS-NN/tree/v4.1.0?tab=readme-ov-file).

chunseoklee avatar Jun 17 '24 01:06 chunseoklee