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Announcements Blog

Your Guide to Hardware Acceleration & Compute Infrastructure at PyTorch Conference North America 2026

TL:DR PyTorch Conference North America 2026 (San Jose, October 20–21) is packed with sessions on…

PyTorch FoundationSeptember 4, 2026

Announcements Blog

PyTorch 2.14 Release Blog

We are excited to announce the release of PyTorch® 2.14 (release notes)! The PyTorch 2.14…

PyTorch FoundationSeptember 2, 2026

Announcements Blog

Agentic AI and Next-Gen Intelligence Sessions at PyTorch Conference North America 2026

TL;DR PyTorch Conference North America 2026 features Agentic AI and Next-Gen Intelligence across sessions on…

PyTorch FoundationSeptember 2, 2026

Announcements Blog

vLLM Sessions at PyTorch Conference North America 2026

TL;DR PyTorch Conference North America 2026 features vLLM across sessions on KV cache management and…

PyTorch FoundationAugust 28, 2026

Announcements Blog

Core PyTorch Sessions at PyTorch Conference North America 2026

TL;DR PyTorch Conference North America 2026 features Core PyTorch sessions spanning compiler and runtime work,…

PyTorch FoundationAugust 27, 2026

Announcements Blog

PyTorch Ecosystem Landscape Welcomes Perforated, AReaL, TorchJD, RLinf, Miles, SMG, FiftyOne, TokenSpeed, VisualTorch, and TorchSurv

The PyTorch Ecosystem Working Group is happy to welcome 10 new projects to the PyTorch…

PyTorch FoundationAugust 26, 2026

Announcements Blog

PyTorch Conference North America 2026 Keynote Speaker Sessions Announced

The keynote lineup is set for PyTorch Conference North America 2026, taking place October 20–21…

PyTorch FoundationAugust 20, 2026

Blog

Harnessing AI for Day-One Model Enablement

TL;DR The AI model landscape never stops moving, and the software stack that runs those…

IBM Spyre TeamAugust 20, 2026

Blog

FP8 Training on AMD GPUs with TorchTitan and TorchAO: Upstreaming Performance Improvements

At the PyTorch Conference 2025, we demonstrated linear scaling beyond 1,000 GPUs on AMD Instinct…

AMD: Rishi Sinha, Yuankai Chen, Liz Li, Shekhar Pandey, Wen Chen, Xiaobo Chen, Yao Fu, Zhenyu Gu, Andy Luo, Peng Sun META: Matthias Reso, Hamid Shojanazeri, TorchAO team, TorchTitan teamAugust 13, 2026

Blog

Fast, On Device Agentic AI with Muse Glimmer on ExecuTorch

Today, Meta introduced Muse Glimmer, an open-weight, 30-billion-parameter model distilled from Meta’s Muse Spark for…

ExecuTorch Team at MetaAugust 10, 2026

Announcements Blog

PyTorch Conference North America Announces 2026 Keynotes

PyTorch Conference North America will be held in San Jose, California, on October 20–21, 2026.…

PyTorch FoundationAugust 6, 2026

Blog

PyTorch by the Sea: The inaugural Santa Cruz PyTorch Meetup

TL;DR The inaugural Santa Cruz PyTorch Meetup brought together 45 local engineers, students, and leaders…

Steve Pousty, Red HatAugust 6, 2026

Blog

FBTriton Infra: Upstream Ingestion, Hierarchical Validation, Ideals vs Realities

TL:DR Learn how Meta’s FBTriton infrastructure powers custom GPU compiler innovations like TLX and autoWS…

Meta Triton Team: Daohang Shi, Xu Zhao, Agron Tsai, Wenyuan Chi, Alexey LoginovJuly 30, 2026

Announcements Blog

PyTorch Foundation Flare Pin Community Design Contest

We invite you to design the 2026 PyTorch Foundation flare pin for PyTorch Conference North…

PyTorch FoundationJuly 28, 2026

Blog

Helion on TPU: Towards Hardware Heterogeneous Kernel Authoring

TL;DR Helion is PyTorch's high-level DSL for writing performance-portable ML kernels. Partnering with Google, we…

Dunfan Lu, Yifei Xu, Jongsok Choi, Ethan Che, Oguz Ulgen, Jason Ansel, Yarong Mu, Theotime Combes, Emilio Cota, Freya AzadJuly 23, 2026

Blog

Driving the Future of Open Source AI: An Update from PyTorch Foundation Projects

TL;DR In April 2025, the PyTorch Foundation evolved into a multi-project Foundation, with the objective…

PyTorch FoundationJuly 22, 2026

Announcements Blog

PyTorch Conference North America Schedule Is Live

PyTorch Conference North America will bring developers, researchers, and practitioners to San Jose on October…

PyTorch FoundationJuly 21, 2026

Blog

Triton Plugin Extensions: Enabling TLX and Custom Compiler Passes Out of the Box

TLDR The PyTorch-Triton 3.7 release introduces the Triton Plugin Extensions system, a framework for dynamically…

Corbin Robeck, Puyan Lotfi, Ian Barber, Shane Nay, Alexey Loginov, Oleksandr Stashuk, Wenyuan ChiJuly 15, 2026

Blog

Towards Free Normalization: Fusing Normalization into GEMM and Attention Kernels

TL;DR In this blog post, we present various novel kernel fusion techniques for common normalization…

Jacky (Junqing) Zhou, Hongtao Yu, Jackie (Jiaqi) Xu, Menglu Yu, Ethan Che, Han Xu, Darren Liu, Peng Chen (Dev Infra), Daohang Shi, Max LeungJuly 10, 2026

Blog

PyTorch 2.13 Release Blog

We are excited to announce the release of PyTorch® 2.13 (release notes)! The PyTorch 2.13…

PyTorch FoundationJuly 8, 2026

Your Guide to Hardware Acceleration & Compute Infrastructure at PyTorch Conference North America 2026

PyTorch 2.14 Release Blog

Agentic AI and Next-Gen Intelligence Sessions at PyTorch Conference North America 2026

vLLM Sessions at PyTorch Conference North America 2026

Core PyTorch Sessions at PyTorch Conference North America 2026

PyTorch Ecosystem Landscape Welcomes Perforated, AReaL, TorchJD, RLinf, Miles, SMG, FiftyOne, TokenSpeed, VisualTorch, and TorchSurv

PyTorch Conference North America 2026 Keynote Speaker Sessions Announced

Harnessing AI for Day-One Model Enablement

FP8 Training on AMD GPUs with TorchTitan and TorchAO: Upstreaming Performance Improvements

Fast, On Device Agentic AI with Muse Glimmer on ExecuTorch

PyTorch Conference North America Announces 2026 Keynotes

PyTorch by the Sea: The inaugural Santa Cruz PyTorch Meetup

FBTriton Infra: Upstream Ingestion, Hierarchical Validation, Ideals vs Realities

PyTorch Foundation Flare Pin Community Design Contest

Helion on TPU: Towards Hardware Heterogeneous Kernel Authoring

Driving the Future of Open Source AI: An Update from PyTorch Foundation Projects

PyTorch Conference North America Schedule Is Live

Triton Plugin Extensions: Enabling TLX and Custom Compiler Passes Out of the Box

Towards Free Normalization: Fusing Normalization into GEMM and Attention Kernels

PyTorch 2.13 Release Blog

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