PyTorch Conference North America 2026 - October 20-21, San Jose
After KubeCon + CloudNativeCon North America and AGNTCon, the Linux Foundation is back with PyTorch Conference North America 2026, running October 20-21 in San Jose. If you’re building with PyTorch, this is where the maintainers, researchers, and production engineers behind the ecosystem show up to share what actually works.
What your pass includes
- All conference content, including keynotes, sessions, and panels
- Social events and networking activities
- Community Expo entry
- Lunch, plus morning and afternoon coffee and snacks
- Event swag
Program at a glance
- 7 technical tracks
- 3 co-located events
- Evening events
- Demo theater
- Poster sessions
Co-located events
Three events run alongside the main conference this year:
- Arm Create - October 19, The Tech Interactive. Hands-on demos and an Arm-powered digital badge.
- Jupyter Day - October 19, San Jose Convention Center. $99 standalone, or add it to your PyTorch Conference registration.
- AGNTCon + MCPCon - October 22-23, San Jose Convention Center. Add it to your PyTorch Conference registration for 20% off. We covered AGNTCon + MCPCon North America separately, with its own techbeatly discount code.
Session highlights
- Observability Tooling for Cudagraph Workloads - Natalia Gimelshein and Driss Guessous, Meta
- Unlocking the Full Potential of TorchDynamo: Accelerating, Comparing, and Debugging ML Systems - Yi Pan, UC Berkeley, and Megan Frisella and Stephanie Wang, University of Washington
- Scaling Foundation Models: From Broken to Near-Linear Multi-Node Training - Sheng Huang, Pinterest
40% off for the techbeatly community
Note
Discount applies to current pricing only and does not apply to academic pricing.
Use code TECHBEATLY at checkout for 40% off.
Why it’s worth your time
Two days, seven tracks, and sessions on the hard parts of running PyTorch at scale - GPU observability, dynamo internals, and multi-node training that doesn’t fall apart past a few nodes. If any of that is on your plate this year, worth carving out the time.

Gineesh Madapparambath
Gineesh Madapparambath is the founder of techbeatly. He is the co-author of The Kubernetes Bible, Second Edition and the author of Ansible for Real Life Automation. He has worked as a Systems Engineer, Automation Specialist, and content author. His primary focus is on AI, Ansible Automation, Containerization (OpenShift & Kubernetes), and Infrastructure as Code (Terraform). (Read more: gineesh.com)
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The Desk

