Case Study: PathAI Uses PyTorch to Improve Patient Outcomes with AI-powered Pathology Blog Case Study: PathAI Uses PyTorch to Improve Patient Outcomes with AI-powered Pathology PathAI is the leading provider of AI-powered technology tools and services for pathology (the study of…Logan Kilpatrick - Sr. Technology Advocate, Harshith Padigela - ML Engineer, Syed Ashar Javed - ML Technical Lead, Robert Egger - Biomedical Data ScientistJuly 15, 2022
A BetterTransformer for Fast Transformer Inference Blog A BetterTransformer for Fast Transformer Inference tl;dr Transformers achieve state-of-the-art performance for NLP, and are becoming popular for a myriad of other…Michael Gschwind, Eric Han, Scott Wolchok, Rui Zhu, Christian PuhrschJuly 12, 2022
PyTorch 1.12: TorchArrow, Functional API for Modules and nvFuser, are now available Blog PyTorch 1.12: TorchArrow, Functional API for Modules and nvFuser, are now available We are excited to announce the release of PyTorch 1.12 (release note)! This release is…PyTorch FoundationJune 28, 2022
New library updates in PyTorch 1.12 Blog New library updates in PyTorch 1.12 We are bringing a number of improvements to the current PyTorch libraries, alongside the PyTorch 1.12…PyTorch FoundationJune 28, 2022
How Computational Graphs are Executed in PyTorch Blog How Computational Graphs are Executed in PyTorch Welcome to the last entry into understanding the autograd engine of PyTorch series! If you…Preferred NetworksJune 27, 2022
Geospatial deep learning with TorchGeo Blog Geospatial deep learning with TorchGeo TorchGeo is a PyTorch domain library providing datasets, samplers, transforms, and pre-trained models specific to…Adam Stewart (University of Illinois at Urbana-Champaign), Caleb Robinson (Microsoft AI for Good Research Lab), Isaac Corley (University of Texas at San Antonio)June 23, 2022
How Disney Improved Activity Recognition Through Multimodal Approaches with PyTorch Blog How Disney Improved Activity Recognition Through Multimodal Approaches with PyTorch Introduction Among the many things Disney Media & Entertainment Distribution (DMED) is responsible for, is…Monica Alfaro, Albert Aparicio, Francesc Guitart, Marc Junyent, Pablo Pernias, Marcel Porta, and Miquel Àngel Farré (former Senior Technology Manager)June 16, 2022
Introducing Accelerated PyTorch Training on Mac Blog Introducing Accelerated PyTorch Training on Mac In collaboration with the Metal engineering team at Apple, we are excited to announce support…PyTorchMay 18, 2022
Ambient Clinical Intelligence: Generating Medical Reports with PyTorch Blog Ambient Clinical Intelligence: Generating Medical Reports with PyTorch Introduction Complete and accurate clinical documentation is an essential tool for tracking patient care. It…Miguel Del-Agua, Principal Research Scientist, Nuance and Jeremy Jancsary, Senior Principal Research Scientist, NuanceMay 12, 2022
Running PyTorch Models on Jetson Nano Blog Running PyTorch Models on Jetson Nano Overview NVIDIA Jetson Nano, part of the Jetson family of products or Jetson modules, is a small yet…Jeff Tang, Hamid Shojanazeri, Geeta ChauhanMarch 16, 2022
Introducing PyTorch Fully Sharded Data Parallel (FSDP) API Blog Introducing PyTorch Fully Sharded Data Parallel (FSDP) API Recent studies have shown that large model training will be beneficial for improving model quality.…Yanli Zhao, Rohan Varma, Chien-Chin Huang, Shen Li, Min Xu, Alban DesmaisonMarch 14, 2022
PyTorch 1.11, TorchData, and functorch are now available Blog PyTorch 1.11, TorchData, and functorch are now available We are excited to announce the release of PyTorch 1.11 (release notes). This release is…PyTorch FoundationMarch 10, 2022
Introducing TorchRec, and other domain library updates in PyTorch 1.11 Blog Introducing TorchRec, and other domain library updates in PyTorch 1.11 We are introducing the beta release of TorchRec and a number of improvements to the…PyTorch FoundationMarch 10, 2022
Understanding LazyTensor System Performance with PyTorch/XLA on Cloud TPU Blog Understanding LazyTensor System Performance with PyTorch/XLA on Cloud TPU Introduction Ease of use, expressivity, and debuggability are among the core principles of PyTorch. One…Vaibhav SinghMarch 2, 2022
Case Study: Amazon Ads Uses PyTorch and AWS Inferentia to Scale Models for Ads Processing Blog Case Study: Amazon Ads Uses PyTorch and AWS Inferentia to Scale Models for Ads Processing Amazon Ads uses PyTorch, TorchServe, and AWS Inferentia to reduce inference costs by 71% and…Yashal Kanungo – Applied Scientist, Kamran Khan - Sr. Technical Product Manager, Shubha Kumbadakone – Sr. Specialist, ML FrameworksFebruary 24, 2022
Introducing TorchRec, a library for modern production recommendation systems Blog Introducing TorchRec, a library for modern production recommendation systems We are excited to announce TorchRec, a PyTorch domain library for Recommendation Systems. This new library…Meta AI - Donny Greenberg, Colin Taylor, Dmytro Ivchenko, Xing Liu, Anirudh SudarshanFebruary 23, 2022
Practical Quantization in PyTorch Blog Practical Quantization in PyTorch Quantization is a cheap and easy way to make your DNN run faster and with…Suraj Subramanian, Mark Saroufim, Jerry ZhangFebruary 8, 2022
Introducing TorchVision’s New Multi-Weight Support API Blog Introducing TorchVision’s New Multi-Weight Support API TorchVision has a new backwards compatible API for building models with multi-weight support. The new…Vasilis VryniotisDecember 22, 2021
Efficient PyTorch: Tensor Memory Format Matters Blog Efficient PyTorch: Tensor Memory Format Matters Ensuring the right memory format for your inputs can significantly impact the running time of…Dhruv Matani, Suraj SubramanianDecember 15, 2021
Announcing the Winners of the 2021 PyTorch Annual Hackathon Blog Announcing the Winners of the 2021 PyTorch Annual Hackathon More than 1,900 people worked hard in this year’s PyTorch Annual Hackathon to create unique…PyTorch FoundationDecember 8, 2021