junhuihuang / mlsys-readings

Readings in Machine Learning and Systems

mlsys-readings

Readings in Machine Learning and Systems

Basics

• Full Stack Deep Learning: Full Stack Deep Learning helps you bridge the gap from training machine learning models to deploying AI systems in the real world.

Infrastructure

1. NVIDIA’S AI INFRASTRUCTURE FOR CREATING SELF-DRIVING VEHICLES, 2020 nvidia gtc

2. INSIDE NVIDIA'S AI INFRASTRUCTURE FOR SELF-DRIVING CARS(HINT: IT’S ALL ABOUT THE DATA), 2019 nvidia gtc

AutoML

1. Neural Architecture Search: A Survey
2. Efficient Neural Architecture Search via Parameter Sharing