PyTorch Ecosystem Day 2021
2021-04-21
-- online --
| title | author | length |
|---|---|---|
| APAC/ US Opening Talks | Ritchie Ng, Joe Spisak, Geeta Chauhan | 55m |
Project updates and deployments focus on concrete tools and measured outcomes: releases ship quarterly (~3,000 commits, 800+ contributors) and the 1.8 cycle… | ||
| EMEA/US Opening Talks | Piotr Bialecki, Joe Spisak, Geeta Chauhan, Miquel Farré, Suraj Subramanian | 55m |
Five short updates: a personal path from research to contribution and forum-led feature work that helps shape priorities; release process now runs quarterly… | ||
| PyTorch Release | Joe Spisak | 18m |
Releases ship every three months with maintenance patches; the project has ~1,800 contributors and the last cycle adds 3,000+ commits and 41 features reviewed… | ||
| Disney's Creative Genome | Miquel Farré | 10m |
Miquel Farré is a senior technology manager at Disney, taking the lead on projects at the intersection of video technology, machine learning and web… | ||
| My Journey to PyTorch | Piotr Bialecki | 09m |
Starts as a user of NumPy-like PyTorch in 2017, moves from debugging a custom segmentation loss to landing a merged improvement to torch.split feature, then… | ||
| Applications of AI and PyTorch in Asia Pacific | Ritchie Ng | 26m |
PyTorch dominates research labs across APAC and is now moving into production thanks to C++ interface, TorchServe, mobile support; common e-commerce builds… | ||
| Community Updates | Suraj Subramanian | 06m |
PyTorch moves from 1.5 to 1.8 while community contributions grow: ~6,000 issues discussed, 360+ merged PRs, and ~1,800 contributors (≈50% year over year)… | ||
| PyTorch Partner Collaborations | Geeta Chauhan | 12m |
Shows a concrete integration roadmap: the PyTorch profiler + TensorBoard plugin (pip install) surfaces CPU/GPU traces, flags data loading as 20.8% of step… | ||
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