TensorFlow Lite (TFLite) is the most popular open source deep learning framework for on-device inference. As TFLite getting more and more mature, there are more and more interesting features, I’ll cover basically how it works and some new features, such XNNPACK and CoreML delegates.
- an overview of TFLite and Android and iOS devices,
- TFLite metadata and TFLite Android code generator,
- some new delegates, such as XNNPACK and CoreML delegates,
About Koan-Sin Tan
“freedom” Koan-Sin Tan is an old programmer, learned to use “open source” stuff on VAX-11/780 running 4.3BSD before the term “open source” was coined. He is interested in running neural networks on edge devices the past few years. When learning TensorFlow, he sent some PRs.