Open-source work
Projects
Systems that are easier to inspect, change, and build on.
LightNet
Earlier open-source work · Compilers · Neural networks
A lightweight neural-network optimization framework for different execution backends.
Neural-network optimization has to connect a model’s structure to the capabilities of different software and hardware backends.
Separate the optimizer framework from backend-specific execution. This earlier project reflects my continuing interest in representations, transformations, and pluggable systems.
Implementation. The public repository provides the framework, build instructions, and examples for its documented backends.
Project status. This is earlier work with historical dependencies and setup instructions. I have not revalidated those instructions against current toolchains.