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Past Presentations

Containers at Web Scale Panel

Containers and container management platforms are becoming a standard part of many infrastructures. At Facebook, Google, Netflix, and Uber container technologies have been a large part of their infrastructures for many years. By leveraging these technologies, each company has seen improvements in...

Kenny Yu Software Engineer @Facebook
Victor Marmol Staff Software Engineer @Google
Andrew Leung Senior Software Engineer @Netflix
Xiaojian Huang Engineer Manager @Uber
Wendy Dembowski Staff Software Engineer @Google
Software Is Eating the World, ML Is Going to Eat Software

"Democratizing ML" is a hot topic these days - particularly in industry. Efficiency, composability and accessibility of machine learning technology are active areas of investment for many research and product groups. Unfortunately, while machine learning has the potential to fundamentally improve...

Joe Pamer Language Designer Working on ML + Tooling @Facebook & previously Developed TypeScript, F#, & Swift
From Research to Production With PyTorch

PyTorch is a powerful, flexible deep learning platform that enables engineers and researchers to move quickly from research to production. Since the 1.0 release a few months ago, researchers and engineers are already seeing success in taking advantage of the new capabilities to take deep learning...

Jeff Smith Engineering Manager @Facebook AI
Engineering Secure Products at Facebook

In this talk we'll discuss how we build secure products at Facebook. Our strategy includes building safe by default frameworks, using code analysis in creative and powerful ways, building meaningful relationships with whitehat researchers, and deeply understanding risks to specialized products...

Teddy Reed Security Engineering Manager @Facebook NYC
Canopy: Scalable Distributed Tracing & Analysis @Facebook

How do you understand the performance of a request that is executed in a large-scale system, potentially fanning out across thousands of machines and services? To answer this question at Facebook, we built a distributed tracing framework, Canopy, which has provided visibility into an otherwise...

Haozhe Gao Software Engineer @Facebook
Joe O’Neill Software Engineer @Facebook

Interviews

Jeff Smith Engineering Manager @Facebook AI

From Research to Production With PyTorch

What is the focus of your work today?

I work on PyTorch, which is an open source deep Learning framework developed here at Facebook. I specifically work with the team on a lot of the ways in which we enable the success of a broad open source community that spans both bleeding edge researchers as well as ML product engineers putting deep learning technology to use in...

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