Maximizing Performance in PyTorch Models September 3 2019

Maximizing Performance in PyTorch Models September 3 2019

Community Events

Updated on Aug 17, 2019

Maximizing Performance in PyTorch Models

What Maximizing Performance in PyTorch Models
When Tuesday, September 3, 2019
06:00 PM to 08:00 PM
By Deep Learning NYC
Where AWS Pop-up Loft
350 West Broadway, NY 10013
New York, NY 10001
How to find us 350 W Broadway, New York, NY 10013
Located in NEW YORK, NY

Join William Falcon from NYU as he explores everyone's favorite deep learning framework: PyTorch.

In recent years, techniques such as 16-bit precision, accumulated gradients and distributed training have allowed models to train in record times.

In this talk we’ll go through the implementation details of the 10 most useful of these techniques, including DataLoaders, 16-bit precision, accumulated gradients and 4 different ways of distributing model training across hundreds of GPUs. We’ll also show how to use these already built-in in PyTorch Lightning, a Keras-like framework for ML researchers.

William is the creator of PyTorch-Lightning and an AI PhD student at Facebook AI Research and NYU CILVR lab advised by Kyunghyun Cho. Before his PhD, he Co-founded AI startup NextGenVest (acquired by Commonbond). He also spent time at Goldman Sachs and Bonobos. He received his BA in Stats/CS/Math from Columbia University.

Every month the deep learning community of New York gathers at the AWS loft to share discoveries and achievements and describe new techniques.

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