# PyTorch

## Posts
- [Understanding PyTorch’s Test Infrastructure](https://pytorch.org/blog/understanding-pytorchs-test-infrastructure/): TL;DR PyTorch tests are often generated at import time, so CI failures may show device/dtype-specific names that differ from the
- [Building the Future of On-Device AI at the ExecuTorch Hackathon](https://pytorch.org/blog/building-the-future-of-on-device-ai-at-the-executorch-hackathon/): This past weekend in San Francisco, builders, researchers, mobile developers, and AI practitioners came together for the ExecuTorch Hackathon, a
- [Shopify Joins the PyTorch Foundation as a Platinum Member](https://pytorch.org/blog/shopify-joins-the-pytorch-foundation-as-a-platinum-member/): The PyTorch Foundation, a community-driven hub for open source AI under the Linux Foundation, is announcing today that Shopify has
- [Miles: A PyTorch-Native Stack for Large-Scale LLM RL Post-Training](https://pytorch.org/blog/miles-a-pytorch-native-stack-for-large-scale-llm-rl-post-training/): TL;DR Miles is RadixArk's open source framework for large-scale LLM RL post-training. It composes SGLang for rollout, NVIDIA Megatron-LM for
- [Introducing Cross-Repository CI Relay: Scalable CI for PyTorch’s Out-of-Tree Backends](https://pytorch.org/blog/introducing-cross-repository-ci-relay-scalable-ci-for-pytorchs-out-of-tree-backends/): TL;DR PyTorch now has a Cross-Repository CI Relay (CRCR) that automatically triggers and tracks CI in downstream repositories whenever a

## Pages
- [Brand Guidelines](https://pytorch.org/brand-guidelines/): We welcome our community to use PyTorch Foundation brand assets. Purpose The PyTorch Foundation is the vendor-neutral home for open
- [RAY](https://pytorch.org/projects/ray/): RAY Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and
- [PyTorch Ambassador Program – Application Process](https://pytorch.org/programs/ambassadors/application-process/): PyTorch Foundation Ambassador Program – Application Process The PyTorch Foundation Ambassador Program brings together rising community leaders from around the
- [Technical Advisory Council](https://pytorch.org/tac/): Technical Advisory Council The PyTorch Foundation's Technical Advisory Council (TAC) provides a forum for technical communication, leadership, and collaboration for
- [PyTorch Certification](https://pytorch.org/pytorch-certification/): PyTorch Certification Demonstrate You Can Work with the Technology Driving Modern AI Become a PyTorch Certified Associate (PTCA), a certification

## Venues
- [Nanhaitai](https://pytorch.org/venue/nanhaitai/)
- [the Limelight Boulder](https://pytorch.org/venue/the-limelight-boulder/)
- [Amsterdam](https://pytorch.org/venue/amsterdam/)
- [Pasadena, CA, USA](https://pytorch.org/venue/pasadena-ca-usa/)
- [Philadelphia, United States](https://pytorch.org/venue/philadelphia-united-states/)

## Organizers
- [Zhiqing Xiao, PyTorch Ambassador](https://pytorch.org/organizer/zhiqing-xiao-pytorch-ambassador/)
- [Southern California Linux Expo](https://pytorch.org/organizer/southern-california-linux-expo/)
- [PyTorch Foundation](https://pytorch.org/organizer/pytorch-foundation/)

## Events
- [AgenticAI Summit 2026](https://pytorch.org/event/agenticai-summit/): August 1–2, 2026 University of California, Berkeley PyTorch Foundation is a Gold Sponsor of Agentic AI Summit 2026, a two-day
- [World Artificial Intelligence Conference (WAIC) 2026](https://pytorch.org/event/world-artificial-intelligence-conference-waic-2026/): 2026世界人工智能大会 The World Artificial Intelligence Conference and High-Level Meeting on Global AI Governance will take place July 17–20, 2026, in
- [KubeCon + CloudNativeCon + OpenInfra Summit + PyTorch Conference China 2026](https://pytorch.org/event/kubecon-cloudnativecon-openinfra-summit-pytorch-conference-china-2026/): KubeCon + CloudNativeCon + OpenInfra Summit + PyTorch Conference China 2026 convenes the OpenInfra, cloud native, and AI communities in
- [Community Meetup for PyTorch: Nanshan](https://pytorch.org/event/community-meetup-for-pytorch-nanshan/): Community Meetup for PyTorch: Nanshan PyTorch社区行：南山站 Let us PyTorch developers meetup in Nanshan! PyTorch开发者，我们南山约起来！ Date & Time: 2026-08-15 (Sat) 15:00-16:00
- [NVIDIA GTC Berlin, Germany](https://pytorch.org/event/nvidia-gtc-berlin-germany/): The NVIDIA GTC AI conference is coming to Berlin, bringing together developers, researchers, and industry leaders to go deep on

## Models
- [PyTorch-Transformers](https://pytorch.org/hub/huggingface_pytorch-transformers/): PyTorch implementations of popular NLP Transformers
- [SSD](https://pytorch.org/hub/nvidia_deeplearningexamples_ssd/): Single Shot MultiBox Detector model for object detection
- [Progressive Growing of GANs (PGAN)](https://pytorch.org/hub/facebookresearch_pytorch-gan-zoo_pgan/): High-quality image generation of fashion, celebrity faces
- [AlexNet](https://pytorch.org/hub/pytorch_vision_alexnet/): The 2012 ImageNet winner achieved a top-5 error of 15.3%, more than 10.8 percentage points lower than that of the runner up.
- [Densenet](https://pytorch.org/hub/pytorch_vision_densenet/): Dense Convolutional Network (DenseNet), connects each layer to every other layer in a feed-forward fashion.

## Newsletters
- [June, 2026](https://pytorch.org/newsletter/june-2026/): Welcome to the PyTorch Foundation monthly newsletter! Since joining as Executive Director of the PyTorch Foundation earlier this year, I’ve
- [May, 2026](https://pytorch.org/newsletter/may-newsletter/): Welcome to the May edition of the PyTorch Foundation Newsletter. This month, we reflect on the success of PyTorch Conference
- [April, 2026](https://pytorch.org/newsletter/april-2026/): Welcome to the April edition of the PyTorch Foundation Newsletter. Inside: highlights from PyTorch Conference Europe 2026, Helion and Safetensors
- [March, 2026](https://pytorch.org/newsletter/march-2026/): Welcome to the March edition of the PyTorch Foundation Newsletter. Inside: the release of PyTorch 2.11 and our upcoming Live
- [February, 2026](https://pytorch.org/newsletter/february-2026/): Welcome to the February edition of the PyTorch Foundation Newsletter. Inside: leadership and membership announcements, the live schedule for PyTorch

## Categories
- [Blog](https://pytorch.org/blog/category/blog/)
- [Announcements](https://pytorch.org/blog/category/announcements/)
- [Case Studies](https://pytorch.org/blog/category/case-studies/)
- [Community](https://pytorch.org/blog/category/community/)
- [Ecosystem](https://pytorch.org/blog/category/ecosystem/)

## Tags
- [Research](https://pytorch.org/blog/tag/research/)
- [Technology](https://pytorch.org/blog/tag/technology/)
- [Medical](https://pytorch.org/blog/tag/medical/)
- [NLP](https://pytorch.org/blog/tag/nlp/)
- [Media & Entertainment](https://pytorch.org/blog/tag/media-entertainment/)

## Event Categories
- [Community-hosted](https://pytorch.org/event-calendar/category/community-hosted/)
- [PyTorch-hosted](https://pytorch.org/event-calendar/category/pytorch-hosted/)

## Model Type
- [Vision](https://pytorch.org/blog/lf-model-type/vision/)
- [Scriptable](https://pytorch.org/blog/lf-model-type/scriptable/)
- [Audio](https://pytorch.org/blog/lf-model-type/audio/)
- [Nlp](https://pytorch.org/blog/lf-model-type/nlp/)
- [Generative](https://pytorch.org/blog/lf-model-type/generative/)

## Projects
- [PyTorch](https://pytorch.org/blog/project/pytorch/)
- [vLLM](https://pytorch.org/blog/project/vllm/)
- [DeepSpeed](https://pytorch.org/blog/project/deepspeed/)
- [Helion](https://pytorch.org/blog/project/helion/)
- [Ray](https://pytorch.org/blog/project/ray/)

## Optional
- [Sitemap index](https://pytorch.org/wp-sitemap.xml)