Open Challenges in Deep Learning Systems | PyTorch Developer Day 2020

While machine learning frameworks like PyTorch are always improving, there are still more than a few challenges left to tackle. In this keynote, West Coast Head of Engineering, Kim Hazelwood, talks about the route towards solving the many open problems at the intersection of AI and systems, several worrisome trends like operator explosion, and the importance of keeping usability top of mind when tackling the challenges that remain.