Intermediate Lessons

Lightning Talk: What's New for PyTorch Developer Infrastructure - Sahan Paliskara & Catherine Lee

Data-Dependent Shapes in PT2 - Edward Yang, Meta

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YOLO11: How to Train for Object Detection | Live Coding & Q&A (Sep 30)

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AI & the future of development

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Lightning Talk: On-Device Profiling and Debugging with ExecuTorch - Olivia Liu & Vaun Puri, Meta

Lightning Talk: AOTriton: Ahead of Time Triton Kernel Libraries on ROCm - Jeff Daily, AMD

Lightning Talk: Optimized PyTorch Inference on aarch64 Linux CPUs - Sunita Nadampalli, Amazon (AWS)

Lightning Talk: Empowering Developers: Tools and Resources for Running Generative A... Pareena Verma

The Rise of `Transformers` in the Growing PyTorch Ecosystem - Arthur Zucker, Hugging Face

Sponsored Keynote: From Containers to Cognition: Conducting the AI Orchestra - Taylor Dolezal

Sponsored Keynote: Enabling AI Everywhere with PyTorch and Intel - Kismat Singh, Intel

Keynote: Enabling Generative AI on the Edge - Cormac Brick, Principal Engineer, Google

Keynote: Open Language Models (OLMo): Accelerating the Science of Language Modeling Hanna Hajishirzi

Keynote: Welcome & Opening Remarks - Matt White, Executive Director, PyTorch Foundation

Building PyTorch Computer Vision Algorithms for 100 Skin Shades - Emmanuel Acheampong, roboMUA

Unlocking the Enigma: Crafting Unbiased, Transparent, and Explainable Large Languag... Rashmi Nagpal

Understanding the LLM Inference Workload - Mark Moyou, NVIDIA

Intel GPU in Upstream PyTorch: Expanding GPU Choices and Enhancing Back... Eikan Wang & Min Jean Cho

Keynote: Why You Should Think Twice Before Paying for an Evaluation Tool - Chip Huyen, Voltron Data

Implementing a Custom Torch.Compile Backend - A Case Study - Maanav Dalal & Yulong Wang, Microsoft

Lightning Talk: d-Matrix LLM Compression Flow Based on Torch.Fx: Simplify... Zifei Xu & Tristan Webb

Keynote Panel Discussion: Scaling & Benchmarking

Sponsored Session: Democratizing AI: Powering the Future with Arm’s Global Comp... Gian Marco Iodice

Lightning Talk: Understanding and Optimizing PyTorch Models with Thunder - Luca Antiga, Lightning AI

Sponsored Session: PyTorch Support by Google Enabling Perform... Mark Sherwood & Shauheen Zahirazami

Google's Big Cookie Reversal! 🍪 Is This a Sign of Trouble #shorts

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Empowering data observability, privacy, and protection from edge to cloud

Operational continuity of AI workloads during disconnected / survivability mode

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