PyTorch Conference

This event has passed. Please visit the upcoming PyTorch Conference.


Call For Proposals (CFP)


Join us October 16-17 in San Francisco and learn about PyTorch 2.0, the next-generation release of PyTorch. Now part of the Linux Foundation, The 2023 PyTorch Foundation Conference carries forward the tradition of bringing together leading researchers, developers, and academic communities to further the education and advancement of end-to-end machine learning framework.

This year’s conference will include an opening reception, community and partner discussions and panels, the ever popular poster sessions, use cases and community stories, as well as ML/DL development and production trends.

Please be aware that the Linux Foundation will now be utilizing Sessionize for CFP submissionsSessionize is a cloud-based event content management software designed to be intuitive and user-friendly. If you need guidance, please review how to submit your session for an event to see step-by-step instructions and helpful screenshots.

For questions about the CFP system, please get in touch with

Dates to Remember

  • CFP Closes: Friday, July 21 at 11:59 pm PDT (UTC -7)
  • CFP Notifications: Thursday, August 10
  • Schedule Announcement: Tuesday, August 15
  • Presentation Slide Due Date: Friday, October 13
  • Event Dates: Monday, October 16 – Tuesday, October 17

Suggested Topics

  • Executive
    • AWS/Azure GCP Deployments
    • Use Cases – What can AI do for you
    • Foundational Models
    • Responsible AI
  • Production
    • PyTorch 2.0 Compile
    • PyTorch 2.X
    • Training
    • Inference
    • Hardware
    • Edge
    • Scale
  • Research
    • Optimization
    • Extension Points

Submission Types

  • Session Presentation: 25 minutes
  • Deep Dive Presentation: 55 minutes
  • Lightning Talk: 10 minutes
  • Poster Session

Important Notes

  • All speakers are required to adhere to our Code of Conduct. We also highly recommend that speakers take our online Inclusive Speaker Orientation Course.
  • Complimentary Passes For Speakers – Complimentary passes for the event will be provided for the accepted speaker(s) per submission.
  • Panel submissions must include the names of all participants in the initial submission to be considered. In addition, The Linux Foundation does not accept submissions with all-male panels in an effort to increase speaker diversity.
  • Avoid sales or marketing pitches and discussing unlicensed or potentially closed-source technologies when preparing your proposal; these talks are almost always rejected due to the fact that they take away from the integrity of our events, and are rarely well-received by conference attendees.
  • All accepted speakers are required to submit their slides prior to the event.

Preparing to Submit Your Proposal

While it is not our intention to provide you with strict instructions on how to prepare your proposal, we hope you will take a moment to review the following guidelines that we have put together to help you prepare the best submission possible. To get started, here are three things that you should consider before submitting your proposal:

  1. What are you hoping to get from your presentation?
  2. What do you expect the audience to gain from your presentation?
  3. How will your presentation help better the ecosystem?

There are plenty of ways to give a presentation about projects and technologies without focusing on company-specific efforts. Remember the things to consider that we mentioned above when writing your proposal and think of ways to make it interesting for attendees while still letting you share your experiences, educate the community about an issue, or generate interest in a project.

How to Give a Great Talk

We want to ensure submitters receive resources to help put together a great submission and, if accepted, give the best presentation possible. To help do this, we recommend viewing seasoned speaker Dawn Foster’s in-depth session titled Overcoming Imposter Syndrome to Become a Conference Speaker!

Have More Questions? First Time Submitting? Don’t Feel Intimidated

Linux Foundation events are an excellent way to get to know the community and share your ideas and the work you are doing, and we strongly encourage first-time speakers to submit talks for our events. If you aren’t sure about your abstract, reach out to us, and we will be more than happy to work with you on your proposal.

Code of Conduct

The Linux Foundation is dedicated to providing a harassment-free experience for participants at all of our events. We encourage all submitters to review our complete Code of Conduct.