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SUMMARY:PyTorch 2.12 Release Live Q&A
DESCRIPTION:PyTorch 2.12 includes major updates across compilation\, distributed systems\, export\, graph capture\, and accelerator support. Highlights include a new device-agnostic torch.accelerator.Graph API\, up to 100x faster batched eigenvalue decomposition on CUDA\, support for microscaling quantization formats in torch.export.save\, and expanded CUDA\, ROCm\, XPU\, MPS\, and Arm platform support. \nJoin us on Wednesday\, May 20 at 10:00 AM PT for a live Q&A with panelists Andrey Talman\, Alban Desmaison\, and Joe Spisak\, moderated by Chris Gottbrath. The panel will provide a brief overview of the release and answer your questions live. Register today! \nTopics include: \n\nDevice-Agnostic Accelerator Graph Capture\nProcessGroup Support in Custom Ops\ntorch.export.save Support for Microscaling Quantization Formats\nFused Adagrad Optimizer Support\nFlightRecorder Updates\nMulti-GPU and Multi-Node Profiling Improvements\nUpdated Backend Selection for torch.linalg.eigh on CUDA\nExpanded CUDA\, ROCm\, XPU\, MPS\, and Arm Platform Support\n\nRegister today. \nPanelists \nAndrey TalmanAndrey Talman 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. \nAlban DesmaisonAlban Desmaison is a Research Engineer at Meta and the Lead Core Maintainer of PyTorch. \nJoe SpisakJoe Spisak is Vice President of Product and Head of Open Source at Reflection AI. He is a PyTorch core maintainer\, serves on the PyTorch Foundation Governing Board\, and previously worked at Meta. \nModerator \nChris GottbrathChris Gottbrath is a Group Technical Program Manager supporting PyTorch at Meta and Chair of the PyTorch Foundation Marketing Committee.
URL:https://pytorch.org/event/pytorch-2-12-release-live-qa/
CATEGORIES:PyTorch-hosted
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