The Machine Learning on Arm Cortex-M Microcontrollers guide covers:

• Techniques to perform NN model search within a set of typical compute constraints of microcontroller devices
• Methods to use to optimize the NN kernels in CMSIS-NN
• Ways to maximize NN performance on Cortex-M processors with the lowest memory footprint