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PyTorch

发布时间:2026-08-12 | 浏览:1
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PyTorch Conference North America October 20-21, 2026 San Jose, CA #PyTorchCon Get Started: Install PyTorch Locally or Launch Instantly on Supported Cloud Platforms 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 Join PyTorch Foundation As a member of the PyTorch Foundation, you’ll have access to resources that allow you to be stewards of stable, secure, and long-lasting codebases. You can collaborate on training, local and regional events, open-source developer tooling, academic research, and guides to help new users and contributors have a productive experience. Key Features & Capabilities Transition seamlessly between eager and graph modes with TorchScript, and accelerate the path to production with TorchServe. Scalable distributed training and performance optimization in research and production is enabled by the torch.distributed backend. A rich ecosystem of tools and libraries extends PyTorch and supports development in computer vision, NLP and more. PyTorch is well supported on major cloud platforms, providing frictionless development and easy scaling. Install PyTorch Select your preferences and run the install command. Stable represents the most currently tested and supported version of PyTorch. This should be suitable for many users. Preview is available if you want the latest, not fully tested and supported, builds that are generated nightly. Please ensure that you have met the prerequisites below (e.g., numpy) , depending on your package manager. You can also install previous versions of PyTorch . Note that LibTorch is only available for C++. NOTE: Latest Stable PyTorch requires Python 3.10 or later. Could not find the right platform for your hardware? See the PyTorch Additional Platforms page. Quick Start With Cloud Partners Get up and running with PyTorch quickly through popular cloud platforms and machine learning services. Amazon Web Services Amazon SageMaker AWS Deep Learning Containers AWS Deep Learning AMIs Google Cloud Platform Cloud Deep Learning VM Image Deep Learning Containers Microsoft Azure PyTorch on Azure Azure Machine Learning Azure Functions Lightning Studios Alibaba Cloud PAI Alibaba Cloud PAI PyTorch processor Submit a single-node PyTorch transfer learning job Explore a rich ecosystem of libraries, tools, and more to support development. Captum (“comprehension” in Latin) is an open source, extensible library for model interpretability built on PyTorch. PyTorch Geometric
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PyTorch Geometric is a library for deep learning on irregular input data such as graphs, point clouds, and manifolds. skorch is a high-level library for PyTorch that provides full scikit-learn compatibility. Companies & Universities Using PyTorch Reduce inference costs by 71% and scale out using PyTorch, TorchServe, and AWS Inferentia. Pushing the state of the art in NLP and Multi-task learning. Using PyTorch’s flexibility to efficiently research new algorithmic approaches. Access comprehensive developer documentation for PyTorch Get in-depth tutorials for beginners and advanced developers View Tutorials › Find development resources and get your questions answered View Resources › Stay in touch for updates, event info, and the latest news By submitting this form, I consent to receive marketing emails from the LF and its projects regarding their events, training, research, developments, and related announcements. I understand that I can unsubscribe at any time using the links in the footers of the emails I receive. Privacy Policy . © 2026 PyTorch. Copyright © The Linux Foundation®. All rights reserved. The Linux Foundation has registered trademarks and uses trademarks. For more information, including terms of use, privacy policy, and trademark usage, please see our Policies page. Trademark Usage . Privacy Policy . Learn Get Started Tutorials Learn the Basics PyTorch Recipes Intro to PyTorch – YouTube Series Webinars PyTorch Certification Learn the Basics PyTorch Recipes Intro to PyTorch – YouTube Series PyTorch Certification Community Landscape Join the Ecosystem Community Hub Forums Developer Resources Events Working Groups Meeting Calendar Contributor Awards Ambassadors Join the Ecosystem Developer Resources Meeting Calendar Contributor Awards Projects PyTorch Executorch vLLM DeepSpeed Ray Helion Safetensors Host Your Project PyTorch Executorch Host Your Project Docs PyTorch Domains Blog & News Blog Announcements Case Studies Newsletter About PyTorch Foundation Members Governing Board Technical Advisory Council Cloud Credit Program Staff Contact Brand Guidelines PyTorch Foundation Governing Board Technical Advisory Council Cloud Credit Program Brand Guidelines
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