How Lyft Uses PyTorch to Power Machine Learning for Their Self-Driving Cars

Lyft's mission is to improve people's lives with the world's best transportation. We believe in a future where self-driving cars make transportation safer and more accessible for everyone. That's why Level 5, Lyft's self-driving division, is developing a complete autonomous system for the Lyft network to provide riders' access to the benefits of this technology. However, this is an incredibly complex task. In our development, we use a large variety of machine learning algorithms to power our self-driving cars, solving problems in mapping, perception, prediction, and planning.