PyTorchCon 2026：Google、AWS 分别推出 TorchTPU 和 TorchNeuron
PyTorch 官方大会一波硬核更新：Google TPU 和 AWS Trainium 都能原生跑 PyTorch 了，做训练的可以看看 TorchTPU 和 TitanRL。
PyTorchCon 北美 2026 大会在圣何塞吸引 3500+ 参会者，PyTorch 基金会新增 9 名成员，Nebius、Nscale、Shopify 加入铂金级。Google 和 Meta 联合发布 TorchTPU，让 PyTorch 可在 Google TPU 上原生运行，AWS 则推出面向 Trainium 的 TorchNeuron。TorchTitan 扩展了模型支持并通过 TitanRL 引入强化学习能力。大会包含 100+ 场技术演讲和 144 场海报展示，并对 PyTorch、vLLM、DeepSpeed、Ray、Helion、Safetensors 社区的贡献者颁发了 2026 年度奖项。
#PyTorchCon North America 2026 brought 3,500+ attendees to San Jose to accelerate open intelligence.
The PyTorch Foundation welcomed nine new members, including @Nebius, @Nscale, and @Shopify as Platinum members, deepening its role as the intelligence layer for open source AI development.
“Open systems learn faster when more people, projects, and organizations are working together, creating compounding gains,” said @sparkycollier, Executive Director of the PyTorch Foundation. “Open source ecosystems let breakthroughs travel between organizations instead of staying locked inside one company.”
@Google and @Meta introduced TorchTPU for native PyTorch execution on Google TPUs. @awscloud announced TorchNeuron for AWS Trainium. TorchTitan expanded model support, improved training performance, and introduced reinforcement learning through TitanRL.
The program featured more than 100 sessions and 144 poster sessions, alongside Day 0 training and workshops. In the Community Expo, attendees connected with sponsors, exhibitors, and core maintainers through booth conversations, demonstrations, and Meet the Developers.
The 2026 PyTorch Contributor Awards recognized innovation, collaboration, and impact across PyTorch, vLLM, DeepSpeed, Ray, Helion, and Safetensors.
Explore the announcements, keynotes, technical updates, contributor recognition, and community highlights in our recap.
Thank you to the contributors, maintainers, speakers, trainers, program chairs and committee, sponsors, and attendees who made #PyTorchCon possible.
Read the recap: https://t.co/GYE2pqx40l
Stay tuned for session slides and recordings, and save the date: PyTorch Conference returns to San Jose, October 6–7, 2027!
- AWS Machine Learning Blog10-21 20:00原文
