Video by PyTorch via YouTube
Looking for sessions to catch at PyTorchCon North America 2026? Chris Hoge (NVIDIA), co-chair of the PyTorch Ecosystem Working Group, highlights five talks for developers working on open source training and performance.
Hoge will co-present “Ecosystem Working Group: Unlocking Community Impact Through the PyTorch Landscape,” covering what the PyTorch Ecosystem Landscape is, how projects can apply for ecosystem status, and how lifecycle management works for Landscape projects.
He also highlights sessions featuring NVIDIA engineers on hiding expert parallel communication in Mixture-of-Experts training, parameterized dynamic-shaped CUDA graphs, building fused compute-communication kernels with PyTorch Symmetric Memory, and scaling PyTorch data loaders by a factor of 10.
Register for PyTorch Conference North America 2026: https://hubs.la/Q04v4SL60