Muon has attracted a lot of attention for fast convergence, but getting those optimizers to work in a real training stack is a different challenge.

At PyTorch Conference North America, @JenniferWe17599 will walk through Muon, Dion, and Dion3 and look at what happens when you add the messy details: sharding, communication, schedulers, and everything else that can go wrong.

If you are interested in optimizers and training dynamics, see you at PyTorchCon NA for Jen’s talk on Beyond AdamW: A Practical PyTorch Walkthrough of Muon, Dion, and Orthogonalized Optimizer Variants.

Get your ticket: https://hubs.la/Q04v4SL60

Register | PyTorch Conference North America

Source: https://events.linuxfoundation.org/pytorch-conference-north-america/register/?utm_campaign=41307495-PyTorch%20Conference%202026%20-%20North%20America&utm_source=Speakers

**Where what’s next in open source AI gets decided.**Don’t Miss Out!

PyTorch Conference Rates

The registration deadline is 11:59 PM Pacific Time on the respective date.

Attendee

Super Early BirdMar 31–Apr 10, 2026

Early BirdApr 11–Jul 31, 2026

StandardAug 1–Sep 4, 2026

LateSep 5–Oct 21, 2026

$ 999 USD

Academic*

Super Early BirdMar 31–Apr 10, 2026

Early BirdApr 11–Jul 31, 2026

StandardAug 1–Sep 4, 2026

LateSep 5–Oct 21, 2026

$ 249 USD

Bringing a Team? Purchase 10+ registrations at one time and receive a 25% discount. Contact[email protected]to claim your discount.

*Must provide proof of academic ID

What’s Included?

Your PyTorch Conference Registration Includes:

• All conference content – keynotes, conference sessions, panels, and more.
• Social Events & Networking Activities: Flare Party
• Community Expo entry
• Lunches, morning and afternoon coffee & snacks
• Event swag
• AI Community Bash featuring DE LA SOUL

Registration Types

**Academics:**Academic and student registrations are forcurrent full-timestudents, faculty/staff members. Those who qualify will need to upload a valid copy of their institution-issued ID showing the expiration date, current class transcript, OR proof of current employment showing they are a full-time student or faculty at the time of registration. If you have any questions, please contact[email protected].

Small Business: Our small business registration discount is available to companies that have less than $5 million in annual revenue AND less than 30 employees. Please contact us at[email protected]to request the Small Business Registration discount code.

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Additional Information

Quick Note: We never sell attendee lists or contact information, nor do we authorize others to do so. If you receive an email claiming to sell an attendee list for a Linux Foundation event, please forward it to[email protected].

Scholarships

Learn more aboutscholarship and travel fundingopportunities.

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Refund Policy

Cancellations: If you must cancel for any reason, pleasesign back into your registration, click the “Register/Modify” button, and select “Unregister.” Refunds will only be issued for cancellations received two weeks prior to the main event start date (including bulk ticket invoice requests, co-located events, and add-ons), and will appear as a credit on the card’s statement 7 – 10 business days after cancellation. Refunds can only be issued on the card the original payment was made.

Please note that all refunds are subject to a6% processing fee.

Substitutions: If you are unable to attend, you may substitute another attendee in lieu of cancellation. To substitute an attendee,sign back into your registration, click the “Register/Modify” button, and select “Transfer Registration” on your confirmation page. If you need further assistance, email[email protected].