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8-9 Oct 2018: Training
9-11 Oct 2018: Tutorials & Conference
London, UK

PyTorch 1.0: Bringing research and production together

Dmytro Dzhulgakov (Facebook)
13:45–14:25 Wednesday, 10 October 2018
Location: King's Suite - Sandringham
Secondary topics:  Computer Vision, Deep Learning tools

What you'll learn

  • Explore PyTorch 1.0

Description

Dmytro Dzhulgakov explores PyTorch 1.0, from its start as a popular deep learning framework for flexible research to its evolution into an end-to-end platform for building and deploying AI models at production scale. Dmytro leads a deep dive into PyTorch’s hybrid frontend, which gives AI developers the ability to seamlessly transition between imperative execution for prototyping and declarative execution for production. He also covers recent additions and the future roadmap of the platform, including tools for efficient cross-platform execution and scalable distributed training.

Photo of Dmytro Dzhulgakov

Dmytro Dzhulgakov

Facebook

Dmytro Dzhulgakov is an engineering manager and technical lead for AI infrastructure at Facebook, where he is currently leading the core development of PyTorch 1.0, an open source deep learning platform. Dmytro is one of the cocreators of ONNX, a joint initiative aimed at making AI development more interoperable. Previously, he built several generations of large-scale deep learning recommendation systems at Facebook that powered products from ads to the news feed. Dmytro holds an MS in applied mathematics. He had a successful career in programming competitions and was ranked in the Top 20 on Topcoder.

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Comments

Jie Chen |
17/10/2018 14:29 BST

Will the video recording be available to download?

Picture of Dmytro Dzhulgakov
Dmytro Dzhulgakov | ENGINEERING MANAGER AND TECHNICAL LEAD
11/10/2018 1:17 BST

Here you go: https://www.dropbox.com/s/my8b4esoqshgbja/PyTorch%201.0%20OReilly%20-%20Dmytro%20Dzhulgakov.pdf?dl=0

I’ve uploaded the slides to the conference too so they should be available properly.

Picture of Krzysztof Jedrzejewski
Krzysztof Jedrzejewski | PRINCIPAL DATA SCIENTIST
10/10/2018 14:58 BST

Will the slide deck be available somewhere to download?