3 ms·
Sure. I saw talks by NXP and Renesas at the ARM Dev Summit last week that demonstrated the use of the Glow ML compiler [0] and CMSIS-NN Library [1] to squeeze a
by datameta 6y ago
Sure. I saw talks by NXP and Renesas at the ARM Dev Summit last week that demonstrated the use of the Glow ML compiler [0] and CMSIS-NN Library [1] to squeeze a Wake Word NN [2] from 20KB to 14KB (with much greater reduction possible on larger ML models). Both Tensorflow Lite and Pytorch is supported in this toolchain.
[0] https://github.com/pytorch/glow https://github.com/pytorch/glow
[1] https://arm-software.github.io/CMSIS_5/NN/html/index.html https://arm-software.github.io/CMSIS_5/NN/html/index.html
[2] https://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite/micro/examples/micro_speech https://github.com/tensorflow/tensorflow/tree/master/tensorf...