PyTorch

AI Summit Seoul
2025-11-10 - 2025-11-11 | Seoul, Korea, Seoul, Korea, Republic of

AI By the Bay
2025-11-17 - 2025-11-19 | Oakland, United States, Oakland, CA, United States

PyTorch at NeurIPS 2025
2025-12-02 08:00 - 2025-12-05 17:00 (America/Los_Angeles) | San Diego, CA
PyTorch is heading to NeurIPS 2025 with an exciting presence across the conference. Visit our joint booth with CNCF, participate in two hands-on workshops, catch our featured talk, and join our Open Source AI Reception. See you at NeurIPS!
Workshop: Agentic AI/RL
December 2, 4:00–5:00 PM PT
🔗 https://nips.cc/virtual/2025/loc/san-diego/128662
Workshop: On Device/Edge AI
December 3, 12:00–1:30 PM PT
🔗 https://neurips.cc/virtual/2025/loc/san-diego/128674
Open Source AI Reception
December 3, 6:00–9:00 PM PT
🔗 Register to secure your spot: https://linuxfoundation.regfox.com/open-source-ai-reception-2025
Talk: Modular Agents and Orchestrated Coordination using Open Agentic Protocols: Foundations for the Next Wave of Agentic AI
December 4, 10:45–10:57 AM PT
Talk by Matt White
🔗 https://neurips.cc/virtual/2025/loc/san-diego/talk/127800

Open Source AI Reception 2025
2025-12-03 18:00 - 21:00 (America/Los_Angeles) | San Diego, CA
Hosted by PyTorch Foundation and CNCF, the Open Source AI Reception brings together the community during NeurIPS 2025 for an evening focused on open source collaboration. The reception is presented with Anyscale, Featherless, Hugging Face, and Unsloth and offers a space for attendees to connect with others working across the open source AI ecosystem.
This gathering welcomes anyone at NeurIPS interested in open source AI and the projects, people, and ideas shaping its future.
Register: https://linuxfoundation.regfox.com/open-source-ai-reception-2025
6:00 PM–9:00 PM PT, Union Kitchen and Tap Gaslamp, San Diego, California, USA

NeurIPS 2025
2025-12-07 - 2025-12-10 | San Diego, CA

Open Source Summit Japan
2025-12-08 - 2025-12-10 | Tokyo, Japan, Tokyo, Japan

Inside Helion: Live Q&A with the Developers
2025-12-11 11:00 - 12:00 (America/Los_Angeles)
Helion — a new Python-embedded domain-specific language (DSL) for wiring high-performance ML kernels — is built to compile down to Triton. Helion raises the level of abstraction for kernel authoring with PyTorch-centric syntax, making it dramatically easier to write correct, fast, and portable kernels. Its innovative autotuning system explores thousands of candidate Triton kernels to find the most performant implementation. Thus, automation handles complex, hardware-dependent details to ensure portability across different hardware architectures.
We dove into:

The design philosophy and architecture of Helion
How autotuning delivers state-of-the-art performance across GPUs
What’s next on the roadmap — and how you can get involved

Watch here:

Bios:

Jason Ansel: Research Scientist at Meta and the creator of PyTorch Compiler and Helion DSL
Oguz Ulgen: Software Engineer at Meta and the creator of the PyTorch Compiler cache, working on Helion
Will Feng: Software Engineer at Meta, working on PyTorch Compiler and Helion
Jongsok Choi: Engineering Manager at Meta, supporting the PyTorch Compiler Backend (Inductor) team and Helion

PyTorch 2.10 Release Live Q&A
2026-01-28 11:00 - 12:00 (America/Los_Angeles)
The PyTorch 2.10 release features a number of improvements for performance and numerical debugging. On Wednesday, January 28th, Andrey Talman, Nikita Shulga, Shangdi Yu, and Ashok Emani gave a brief update on the release and answered your questions. Watch here. Topics:

Release cadence updates link.
TorchScript deprecation
Torch Compile Support for Python 3.14
Continuing support Wheel-Variant in release 2.10. PEP 817 was published. Link
DebugMode and tlparse
Deprecating Volta support for cuda 12.8 builds, starting release 2.11. Link
Remind about Linux aarch64 CUDA binaries availability since release 2.9. The instructions for these are now visible on getting started page
TorchAudio migration finalization: TorchAudio 2.10 marks the finalization of the ongoing migration, and should be the last major release in the foreseeable future. Based on user feedback, some critical optimized ops like lfilter, which were originally slated for deletion, are preserved!
Intel GPUs support: Expand PyTorch support to the latest Panther Lake on Windows and Linux by enabling FP8 (core ops and scaled matmul) and complex MatMul support, and extending SYCL support in the C++ Extension API for Windows custom ops.

Bios:
Andrey is a Software Engineer at Meta, primarily focused on open-source releases for PyTorch and its ecosystem libraries. He works on release management, continuous integration, and process improvements, ensuring high-quality and timely delivery of PyTorch and related projects.
Nikita is a Software Engineer at Meta, where, among other things, Nikita is responsible for PyTorch releases and continuous integration. Nikita is committed to uplifting the developer community and continuously improving PyTorch.
Shangdi is a Research Scientist at Meta, where, among other things, she builds PyTorch Compile tooling to improve debuggability and observability.
Ashok is a Software Engineering Manager at Intel on the PyTorch team, focused on performance, optimizations, and platform enablement for PyTorch on Intel hardware.

AI Seoul 2026
2026-01-30 | Seoul, Korea, Seoul, Korea, Republic of

PyTorch Day India 2026
2026-02-07 | Bengaluru, India, Bengaluru, India
PyTorch Day India 2026 brings the PyTorch community to Bengaluru on 7 February 2026. Hosted by PyTorch Foundation and co-hosted with IBM, NVIDIA, and Red Hat, the event focuses on open source AI and machine learning through a full day of technical talks, and discussions. REGISTER TODAY

Immerse yourself in a vibrant day of insightful technical talks, interactive discussions, and engaging poster sessions designed to foster knowledge exchange and collaboration. PyTorch Day India is your gateway to connecting with leading experts and peers in the open source AI community, offering you unique opportunities to explore cutting-edge advancements and shape the future of deep learning.

AgentX–AgentBeats Competition: Agentic RL and Environments Workshop
2026-02-18 11:00 - 12:00 (America/Los_Angeles)
AgentX–AgentBeats Competition hosted by Berkeley RDI in conjunction with the Agentic AI MOOC and its global community of ~40K registered learners, aims to advance the state of the art in agentic AI by creating benchmarks, and then AI agents that top those benchmarks. It is open to the public and will be held both virtually and in-person at UC Berkeley.
Exclusive AgentX-AgentBeats Competition Workshop featuring Linux / PyTorch Foundation, the open source leaders powering the next generation of intelligent, autonomous systems.
Online workshop + live Q&A
Agentic RL and Environments is a practical, notebook-first workshop on building, running, and submitting RL-environment workflows with OpenEnv, modern tooling (including vLLM/Llama notebook flows), and a streamlined Hugging Face Hub submission process—ending with a showcase of torchtitan, torchforge, and other notebooks.
Wednesday, February 18, 2026 — 11:00 AM PT (12:00 PM MT / 1:00 PM CT / 2:00 PM ET)
Speakers: Matt White (Linux/PyTorch Foundation), Sanyam Bhutani (Meta/PyTorch), Daniel Han (Unsloth), Ben Burtenshaw (Hugging Face), Joe Spisak (Meta)

NEARCON 2026
2026-02-23 - 2026-02-24 | San Francisco, CA, San Francisco, CA, United States

SCaLE 23x
2026-03-05 - 2026-03-08 | Pasadena, CA, USA, 300 E Green St, Pasadena, CA, 91101, United States
SCALE is North America’s largest community-run open source conference. Join us for four days of sessions, workshops, and community activities focused on open source, security, DevOps, cloud native, and more. We will return to the Pasadena Convention Center March 5 – 8, 2026.
Among >20 tracks of Free and Open Source content are 3 days of Open Source AI content as well as the 2026 KwaAI Personal AI Summit.

OpenEnv Hackathon SF
2026-03-07 - 2026-03-08 | San Francisco, CA, San Francisco, CA, United States
OpenEnv Hackathon hosted in partnership with Cerebral Valley and Shack15. Participants will build RL environments and post-train a base model to improve its performance across select benchmarks. There will be 5 themes to address the most pressing challenges in reinforcement learning and agentic orchestration. A $100K+ cash prize pool will be distributed across all winners. Learn more.

Helion Hackathon
2026-03-14 | San Francisco, CA, San Francisco, CA, United States
Join us to push the boundaries of GPU performance with Helion — PyTorch’s new kernel authoring language. Alongside fellow kernel hackers and researchers, you’ll get hands-on with the new Python-embedded DSL that compiles to Triton with innovative built-in autotuning — delivering higher performance in fewer lines of code. Performant GPU programming has never been this accessible. Learn more.

NVIDIA GTC AI Conference
2026-03-16 - 2026-03-19 | San Jose, CA, San Jose, CA, United States
PyTorch will have a strong presence at NVIDIA GTC 2026, from March 16-19, 2026 in San Jose! Whether you’re a seasoned PyTorch developer or just getting started, we invite you to join us for demos, talks, hands-on labs, and opportunities to connect with PyTorch core maintainers and community experts.
Read more on our blog on PyTorch at NVIDIA GTC 2026.
🔥 Meet the PyTorch Experts @ NVIDIA GTC 2026 at the PyTorch Booth
Monday

2 pm – The PyTorch Foundation: Shaping the Future

Matt White (PyTorch Foundation)

3 pm – TensorRT + PyTorch: GPU Optimized Inference

Angela Yi (Meta)
Naren Dasan (NVIDIA)

4 pm – DeepSpeed + PyTorch: Trillion-Parameter Training

Jason-Zhipeng Wang (DeepSpeed)

5 pm – PyTorch Export: From Research to Production

Angela Yi (Meta)

6 pm – Ray + PyTorch: Distributed Computing Simplified

Robert Nishihara (Anyscale)

Tuesday

12 noon – Wheel Next: The Future of PyTorch Packaging

Eli Urigas (Meta)

1 pm – OpenEnv: Standardized ML Environments

Ali Sol (Meta)
Chris Wing (NVIDIA),

2 pm – Office Hours with PyTorch Core Maintainers

Alban Desmaison (Meta)
Nikita Shulga (Meta)
Joe Spisak (Meta)
Piotr Bialecki (NVIDIA)

3 pm – Titan & Forge: Building Blocks for Foundation Models

Syad Ahmed (NVIDIA)
Davide Italiano (Meta)
Kai Wu (Meta)
Hossein Kavianihamedani (Meta)

4 pm – Become a PyTorch Ambassador

Matt White (PyTorch Foundation)

5 pm – vLLM: Blazing-Fast LLM Inference

Woosuk Kwon (UC Berkeley)

Wednesday

1 pm – Join the PyTorch Ecosystem

Alban Desmaison (Meta)

2 pm – Start Your PyTorch Contribution Journey

Alban Desmaison (Meta)

3 pm – CuteDSL: CUDA Kernels Made Elegant

Vicki Wang (NVIDIA)
Manas Sahni (NVIDIA)

4 pm – SGLang on PyTorch: Efficient Inference for Diverse Models

Hao Lu (NVIDIA)
Ishan Dhanani (NVIDIA)
Trevor Morris (NVIDIA)
William Arnold (NVIDIA)

5 pm – Monarch: Next-Gen Distributed Framework

Ali Sol (Meta)
Saurabh Mishra (NVIDIA)

6 pm – TorchComms: High-Performance Collective Operations

Davide Italiano (Meta)
Matthias Reso (Meta)

Thursday

11 am – The PyTorch Foundation: Shaping the Future

Matt White (PyTorch Foundation)

1 pm – Custom GPU Kernels with Triton & TLX

Cicie Wang (Meta)
Hongtao Yu (Meta)
Manman Ren (Meta)
Nick Riasanovsky (Meta)
Shane Nay (Meta)
Yueming Hao (Meta)

KCD Beijing + vLLM 2026
2026-03-20 18:00 - 2026-03-21 03:00 (America/Los_Angeles)
A technical collaboration between the KCD Beijing and vLLM communities focusing on Cloud Native AI and ML Serving. vLLM maintainers and contributors will gather to discuss AI infrastructure and open source collaboration alongside the cloud native ecosystem.
Technical Focus

ML Serving: Implementation of high-performance inference frameworks.
Cloud Native AI: Orchestrating AI workloads within the Kubernetes ecosystem.
Platform Engineering: Building and scaling infrastructure for frontline developers.

Registration: Bagevent

KubeCon + CloudNativeCon Europe 2026
2026-03-24 | Amsterdam, Amsterdam, Netherlands
KubeCon + CloudNativeCon Europe 2026 Keynote Session: From Inference to Agents: Where Open Source AI Is Headed
As AI systems move from training to real-world deployment, two forces are rapidly reshaping the landscape: the explosive growth of AI inference and the emergence of agentic AI. In this fireside chat, we’ll explore how the rapidly expanding inference market is driving new infrastructure needs, why the broader AI ecosystem will likely span multiple open source foundations rather than consolidating in one place, and the rise of agentic systems and what their autonomy, orchestration, and runtime requirements mean for the next generation of open source collaboration.
Tuesday March 24, 2026 09:56 – 10:01 CET
Speakers

Brian Stevens, Senior Vice President and Chief Technology Officer (CTO) for AI, Red Hat
Lin Sun, Head of Open-Source, solo.io
Jonathan Bryce, Executive Director, Cloud and Infrastructure, The Linux Foundation
Mark Collier, Executive Director, PyTorch Foundation, General Manager, AI & Infrastructure, The Linux Foundation

PyTorch 2.11 Release Live Q&A
2026-03-31 10:00 - 11:00 (America/Los_Angeles)
The PyTorch 2.11 release features a number of improvements for distributed training and hardware-specific operator support. On Tuesday, March 31st at 10 am, Andrey Talman and Nikita Shulga will give a brief update on the release and answer your questions.
Topics:

Differentiable Collectives for Distributed Training
FlexAttention: Now includes a FlashAttention-4 backend on Hopper and Blackwell GPUs.
MPS (Apple Silicon): Comprehensive operator expansion.
RNN/LSTM GPU Export Support
XPU Graph

Andrey is a Software Engineer at Meta, primarily focused on open-source releases for PyTorch and its ecosystem libraries. He works on release management, continuous integration, and process improvements, ensuring high-quality and timely delivery of PyTorch and related projects.

Nikita is a Software Engineer at Meta and one of core maintainers for PyTorch. Among other things, Nikita maintains an MPS/Metal backend. Nikita is committed to uplifting the developer community and continuously improving PyTorch.

PyTorch Conference Europe
2026-04-07 - 2026-04-08 | Paris, France, Paris, France
Join us in Paris on 7–8 April 2026 for the first PyTorch Conference Europe.
Our two-day event brings together researchers, developers, and practitioners to explore the future of AI through the lens of PyTorch and its ecosystem.
PyTorch Conference Europe features in-depth technical talks, hands-on workshops, and candid discussions spanning the full AI stack, from infrastructure and systems to training, inference, and agent-based applications. The program includes keynote sessions from leading voices in AI, along with practical deep dives on GenAI, frameworks and compilers, responsible AI and compliance, security and privacy, and more.
PyTorch Conference Europe is where Europe’s AI community connects, shares knowledge, and helps shape what comes next. View the full schedule & register today.
Sponsorship opportunities. Contact sponsorships@linuxfoundation.org to learn more.

GPU MODE IRL Hackathon
2026-04-09 09:30 - 23:59 (Europe/Paris)
PyTorch Foundation is sponsoring the GPU MODE IRL hackathon in Paris, following PyTorch Conference EU. This technical sprint focuses on ML systems optimization and large-scale distributed training. This is a PyTorch Conference EU side event.
Event Details

Focus: LLM speedruns and systems performance.
Hardware: Access to NVIDIA Blackwell Ultra from Verda and Hopper from Sesterce.
Technical Tracks: Pre-training an LLM from scratch in a limited time on a Blackwell Ultra cluster, utilizing 360 PFLOP/s (BF16).

Speakers

Erik Schultheis (ISTA-DASLab): Low-precision training.
Will Feng (Helion team, PyTorch): ML systems optimization.
Matej Sirovatka (Prime Intellect): Technical session TBA.
Infrastructure Insights: Paul Chang (Verda) and Youssef El Manssouri (Sesterce).

Schedule

09:30: Doors Open
10:00: Kick off
11:00: Tasks start
19:00: Tasks end
20:00: Closing ceremony

Learn more!

OpenEnv AI Hackathon
2026-04-25 08:00 - 2026-04-26 17:00 (America/Los_Angeles)
Introducing India’s first OpenEnv AI Hackathon, hosted by Meta in collaboration with Hugging Face and PyTorch. This initiative brings together developers across the country to build what powers the next generation of AI, not just use it.
What’s in it for developers:
💰 $30,000 prize pool
Participants will build reinforcement learning environments using OpenEnv, Meta’s open-source RL framework, contributing directly to how intelligent agents are trained.
This is a unique opportunity to showcase your work to Meta’s top AI teams and collaborate with some of the best minds in the ecosystem.
Key details:
• Round 1: March 25 – April 8 (online)
• Finale: April 25–26 (48-hour in-person hackathon in Bangalore)
• No prior RL experience required- learning resources will be provided
Register here: https://scalerschooloftech.com/3PdhDPn
Registrations close April 3

PyTorch Docathon 2026
2026-05-05 - 2026-05-19
PyTorch Docathon 2026 (May 5–19), a community-powered, hackathon-style sprint focused on making PyTorch documentation clearer, more accurate, and easier to use. Great docs are a force multiplier: they help new users ramp faster, help experienced practitioners apply advanced features correctly, and shorten the path from research to production in machine learning.
RSVP now.
As AI development accelerates, documentation matters even more. LLMs and AI agents increasingly rely on public technical documentation to learn APIs, generate code, and troubleshoot workflows. High-quality PyTorch docs don’t just help humans, they help ensure AI-generated guidance is more accurate, up-to-date, and aligned with best practice.
WHY PARTICIPATE
The Docathon is an inclusive event designed to be accessible to all levels of expertise from newcomers to experienced ML/PyTorch users. It offers a rewarding experience as participants can see the direct impact of their contributions on the project’s usability and accessibility. The Docathon promotes a collaborative environment, allowing participants to work with other contributors and PyTorch maintainers, fostering the exchange of ideas and networking. It also provides a rich learning experience, offering the opportunity to explore PyTorch modules, update docstrings, and test tutorials.
EVENT DETAILS

May 5: Kick-off 10 AM PT
May 6 – May 15: Submissions and Feedback
May 16 – May 18: Final Reviews
May 20: Winner Announcements

Further details about the Docathon will be shared during the Live PyTorch Docathon Kick-off and Q&A on May 5.
To stay updated on the event, please make sure to:

RSVP here (you might need to login to RSVP)
Join the Discord server that we will be using for the event here

NVIDIA GTC Taipei
2026-06-01 08:00 - 2026-06-04 17:00 (Asia/Taipei)
The Next Generation of AI Begins – NVIDIA GTC Taipei
It all starts here.
June 1–4 | Taipei International Convention Center
NVIDIA GTC returns to Taipei to explore the next generation of AI. This year’s global AI conference will bring together developers, researchers, and industry leaders to dive into the latest breakthroughs redefining what’s possible. We’ll cover AI factories and scaling infrastructure, agentic AI and reasoning AI, AI for science, physical AI and robotics, and more.
Experience GTC Taipei at COMPUTEX 2026 through dynamic sessions, hands-on labs, and exclusive networking events at the Taipei International Convention Center (TICC) and across Taipei’s top venues. Don’t miss this chance to join the community shaping the next era of AI innovation and be part of the GTC experience that’s powering the world’s most advanced technologies.

International Conference on Computational Science and AI Applications
2026-06-18 09:00 - 2026-06-20 18:00 (Asia/Singapore)
The International Conference on Computational Science and AI Applications serves as a driving force for academic excellence, encouraging global collaboration and interdisciplinary research in the areas of computer science and AI. This conference functions as an engaging platform for researchers, academicians, and industry professionals to share their ideas, display innovations, and examine emerging trends in AI and advanced computing technologies. It is a venue for addressing new issues, confronting complex challenges, and discovering innovative solutions that will impact future trends in Computational Science and AI.
For more details, kindly visit the conference website: https://aiworld.sciconflux.com/

KubeCon + CloudNativeCon + OpenInfra Summit + PyTorch Conference China 2026
2026-09-08 - 2026-09-09
KubeCon + CloudNativeCon + OpenInfra Summit + PyTorch Conference China 2026 convenes the OpenInfra, cloud native, and AI communities in Shanghai. The event brings together adopters, technologists, and community members from across the region to advance open source infrastructure, cloud native computing, machine learning, and next-generation AI across shared industry use cases.
Over two days, CNCF projects, OpenInfra, and PyTorch communities collaborate across dozens of open technologies, including Kubernetes, OpenStack, and PyTorch. The program emphasizes practical implementation, cross-community collaboration, and large-scale production deployment.
🔗 Event overview and registration
📢 Submit to the Call for Proposals (CFP)
🤝 Sponsor the event

ECCV 2026
2026-09-08 - 2026-09-13 | Malmö, Sweden, Malmö, Sweden

PyTorch Conference 2026
2026-10-20 - 2026-10-21 | San Jose, CA, San Jose, CA, United States
Step into the Future of AI at PyTorch Conference North America 2026
Join us in San Jose, CA, October 20-21 for PyTorch Conference North America 2026. Hosted by the PyTorch Foundation, PyTorchCon gathers top-tier AI pioneers, researchers, and developers to explore the future of open source AI and the impact of PyTorch Foundation projects like PyTorch, vLLM, DeepSpeed, and Ray.
PyTorch Conference features in-depth technical talks, hands-on workshops, and candid conversations spanning the full AI stack, from bare metal infrastructure to applications and agent-based systems. The program features keynote sessions from leading voices in AI and practical deep dives on training, inference, GenAI, and focused tracks on responsible AI & compliance, security & privacy, frameworks & compilers, and more.

Submit a Session Proposal – We are seeking submissions for sessions on the following suggested topics:

Applications — projects showcasing the PyTorch ecosystem
Training — techniques and libraries for training
Inference — techniques and libraries for inference
Core PyTorch — changes to the PyTorch framework
Kernel Engineering — compilers, optimization, and domain-specific languages
Responsible AI — ethics, governance, security, sandboxing and privacy

Register Now – Attendees who register early can secure a pass at a discounted rate.
Sponsor the Conference – Show your support and engage with over 3,000 engineers and researchers.

PyTorch Conference is where the open source AI community connects, learns, and shapes what comes next.
#PyTorchCon
