[luci-interpreter] Implement CMSIS_NN build for MCU - Githubissues

Samsung / ONE

On-device Neural Engine

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[luci-interpreter] Implement CMSIS_NN build for MCU #7719

Open SlavikMIPT opened 3 years ago

SlavikMIPT commented 3 years ago

What?

Need to add CMSIS_NN option to the build of luci-interpreter for microcontrollers

Why?

According to https://github.com/Samsung/ONE/issues/7598#issuecomment-920158097 CMSIS_NN is ~40 times faster

SlavikMIPT commented 3 years ago

[x] Add KernelsToBuild.lst to compiler/luci-interpreter/pal/mcu/ https://github.com/Samsung/ONE/pull/7723
[ ] Simplify specialization of Platform Abstraction Layer https://github.com/Samsung/ONE/issues/7710
[x] Add CMSIS_NN library to dependencies https://github.com/ARM-software/CMSIS_5/tree/develop/CMSIS/NN https://github.com/Samsung/ONE/pull/7738
[ ] Add CMSIS_NN optimized kernels/wrappers to PAL https://github.com/Samsung/ONE/pull/7878 https://github.com/Samsung/ONE/pull/7876
[ ] Enable CMSIS_NN build on CI