Machine learning examples covering a number of Arm® technologies, in particular the Arm® Ethos™ NPU, Arm® Cortex®-based platforms, the Arm® Corstone™ reference platforms, and Arm® KleidiAI™.
Source code for machine learning tutorials and examples, see also Arm's AI/ML developer space.
Projects and tutorials
Ethos-U NPU on Corstone-300
Explore the Corstone-300 with Cortex-M55 and Ethos-U55 NPU.
KleidiAI examples
Examples showing ways to use the KleidiAI library
Pruning and clustering in Ethos-U
An example of model compression techniques to significantly reduce bits per weight when using the Ethos family of NPUs.
PyTorch™ / ExecuTorch™ example of training Conformer
Training the transformer based network Conformer for speech recognition and exporting to Ethos-U using ExecuTorch.
RNN unrolling for .tflite format
Deploy a Jupyter notebook that will demonstrate how to train a Recurrent Neural Network (RNN) in TensorFlow™, and then prepare it for exporting to TensorFlow Lite format by unrolling it.