PyTorch Conference North America Schedule Is Live The PyTorch Conference North America schedule is live, with the event taking place in San Jose on October 20–21, featuring sessions on training, inference, compiler innovations, responsible AI, and the PyTorch ecosystem. The conference, organized by the Linux Foundation, includes highlights such as observability tooling for Cudagraph workloads by Meta's Natalia Gimelshein and Driss Guessous, and scaling foundation models from broken to near-linear multi-node training by Pinterest's Sheng Huang. Registration is $599 through July 31, and poster submissions are due by July 26. Featured projects PyTorch Conference North America will bring developers, researchers, and practitioners to San Jose on October 20–21 for sessions spanning training and inference, compiler innovations, responsible AI, applications, and the PyTorch ecosystem. View the full schedule here https://events.linuxfoundation.org/pytorch-conference-north-america/program/schedule/ The program includes sessions on observability tooling for Cudagraph workloads, accelerating and debugging machine learning systems with TorchDynamo, and multi-node training for foundation models. Session Highlights Observability Tooling for Cudagraph Workloads Observability Tooling for Cudagraph Workloads Natalia Gimelshein and Driss Guessous, Meta Unlocking the Full Potential of TorchDynamo: Accelerating, Comparing, and Debugging ML Systems Unlocking the Full Potential of TorchDynamo: Accelerating, Comparing, and Debugging ML Systems Yi Pan, UC Berkeley; Megan Frisella and Stephanie Wang, University of Washington Scaling Foundation Models: From Broken to Near-Linear Multi-Node Training Scaling Foundation Models: From Broken to Near-Linear Multi-Node Training Sheng Huang, Pinterest Submit a Poster by July 26 The Poster CFP closes July 26 at 11:59 p.m. PDT. Poster sessions provide an opportunity to showcase projects, research, and implementations, exchange ideas with attendees, and connect directly with the PyTorch community. Submit a poster https://events.linuxfoundation.org/pytorch-conference-north-america/program/cfp-posters/ Register by July 31 Conference passes are available for $599 through Friday, July 31, a savings of $400. Register today https://events.linuxfoundation.org/pytorch-conference-north-america/register/ Sponsor PyTorch Conference North America PyTorch Conference North America brings together more than 3,000 members of the open source AI ecosystem. Sponsorship opportunities provide visibility with engineers and technical leaders working on AI infrastructure and applications. Thank You to Our Sponsors Diamond AWS Crusoe Google Qualcomm Platinum Arm Baseten Clockwork.io Intel Lightning AI Red Hat Gold Citadel Securities d-Matrix DE Shaw & Co Datadog Jane Street Lemurian Labs rebellions Silver Fal Lablup Modular Tigris VAST Bronze ClickHouse Perforated Startup + Nonprofit + VC Dell Technologies Capital LMCache Yasp