CMSIS-NN

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Inconsistency of CMSIS-NN Quantization Method(Q-format) with ARM Documentation

4

Hello. I am currently in the process of developing using the Q-Format (Qm.n) for quantization. However, upon reviewing the revision history, I noticed that starting from version 4.1.0, the q-format...

LEE-SEON-WOO

The mat_mul_kernel_s16 function needs __PKHTB & __PKHBT to re-order the value

1

Hi, I found that at below line: https://github.com/ARM-software/CMSIS-NN/blob/d071e9f70195559e7242709b8df3adeb7c50d0fb/Source/NNSupportFunctions/arm_nn_mat_mul_kernel_s16.c#L93 We use a read_and_pad to process the weights for the value expanding from q7_t to q15_t, and also a group: __PKHxx for...

CristXu

Is there some easy to get started guide?

1

I wanted to use this but don't know where to get started. I want to get aware with the work flow of how CMSIS NN work, with some easy to...

abdul-rehman-2050