Engineering teams from across the ecosystem are presenting major breakthroughs in torch.compile, custom kernel authoring, and scaling efficiency at the upcoming PyTorch Conference North America.

Deepening performance across the compiler pipeline requires tackling bottlenecks at every layer, from front-end tracing and shape checking, to back-end execution and distributed orchestration.

A few of the speakers sharing their insights include:

@AMD: Liz Li, Prachi Gupta @huggingface: Sayak Paul @Huawei: Yun Zhao; Haonan Zhang @IBM, @IBMResearch: Olivier Tardieu, Matthew Arnold, Burkhard Ringlein @Intel: Xiaogang Gu, Qun Yang, Whitney Tsang, Artur Fierka, Panagiotis Kourdis, Tanima Dey @Meta: William Wen, Steven Troxler, Avik Chaudhuri, Elias Ellison, Laith Sakka, Angel Li, Richard Zou, Yidi Wu, Oguz Ulgen, Dunfan Lu, Jason Ansel, Jongsok Choi, Ethan Che, Kaiming Cheng, Laura Wang, Driss Guessous, Simon Layton, Marius Eriksen, Wei Feng, Anshul Sinha, Ailing Zhang, Bob Ren, Aaron Orenstein, Chien-Chin Huang, Pian Pawakapan, Sanket Jayant Purandare, Francisco Massa, Tristan Rice, Kapil Sharma, Natalia Gimelshein, Ben Carver @NVIDIA: Daniel Galvez, Michael Goldfarb, Guray Ozen, Ke Wen, Sreeram Potluri, Artem Polyakov, Anjulie Agrusa, Ryan Spring, Bruce Zitelli @anyscalecompute : Masahiro Tanaka @CrusoeAI: Suman Debnath, JanakiRam Goteti @UCBerkeley: Yi Pan University of Washington (incl. Paul Allen School): Megan Frisella, Stephanie Wang

PyTorch Conference is the open source AI community’s town square. Where what’s next gets decided. Register now to join the open source AI community in San Jose, October 20-21: https://bit.ly/464FTbp

Read the Open Research, Tooling & Optimization Sessions Guide here: https://bit.ly/4gXxn4r

#PyTorchCon

Register | PyTorch Conference North America

Source: https://events.linuxfoundation.org/pytorch-conference-north-america/register/?utm_campaign=49768803-26Q3_PyTorch%20Conference%20North%20America&utm_source=linkedin&utm_medium=social

**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.

Speakers: You should have received a registration link in your acceptance email. If you did not, please contact[email protected]for more details.

Sponsors: A registration link was shared in an email to your company’s sponsorship contact. Please reach out to your company’s sponsorship contact if you need to register as a Sponsor. For further questions, please email[email protected].

Media: If you are a member of the media interested in attending this event and have not received a complimentary access code to attend, please contact[email protected]and a member of our PR team will be in touch.

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.

Invoices & Certificates of Attendance

Registration Invoices: Invoice receipts are downloadable from the confirmation email you received after registering under thePayment Receipt Informationsection. If the downloadable invoice receipt does not meet your needs or you need to have your confirmation email resent, pleasesubmit a request. Please include any additional customization you need for your invoice receipt in the request.

Certificates of Attendance: You can download your Certificate of Attendance directly from yourLFX dashboardby navigating to the “Past Events” section in the LF Events column.Please Note: We verify attendance through the registration system, and certificates will only be available for download after the event is completed.

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].