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
Wayve’s AV2.0 builds a brighter future with Azure Machine Learning and PyTorch Case Studies Wayve’s AV2.0 builds a brighter future with Azure Machine Learning and PyTorch Wayve wants to accelerate and scale autonomous vehicle (AV) development by using vision-based machine learning…PyTorch FoundationMay 25, 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 Case Studies Ambient Clinical Intelligence: Generating Medical Reports with PyTorch Complete and accurate clinical documentation is an essential tool for tracking patient care. It allows…PyTorch FoundationMay 12, 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
Bentley Systems creates breakthrough framework, drastically speeds up AI development with Azure Machine Learning Case Studies Bentley Systems creates breakthrough framework, drastically speeds up AI development with Azure Machine Learning Software innovator Bentley Systems offers a broad portfolio of solutions to help the organizations that…PyTorch FoundationMarch 16, 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
Solliance makes headlines with cryptocurrency news analysis platform powered by Azure Machine Learning, PyTorch Case Studies Solliance makes headlines with cryptocurrency news analysis platform powered by Azure Machine Learning, PyTorch Solliance delivers cutting-edge solutions that fill gaps across a wide variety of industries. Through its…PyTorch FoundationMarch 14, 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
Create a Wine Recommender Using NLP on AWS Case Studies Create a Wine Recommender Using NLP on AWS In this tutorial, we’ll build a simple machine learning pipeline using a BERT word embedding…PyTorch FoundationMarch 2, 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
Amazon Ads Uses PyTorch and AWS Inferentia to Scale Models for Ads Processing Case Studies 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…PyTorch FoundationFebruary 24, 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
ChemicalX: A Deep Learning Library for Drug Pair Scoring Case Studies ChemicalX: A Deep Learning Library for Drug Pair Scoring In this paper, we introduce ChemicalX, a PyTorch-based deep learning library designed for providing a…PyTorch FoundationFebruary 10, 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
The Why and How of Scaling Large Language Models Case Studies The Why and How of Scaling Large Language Models Anthropic is an AI safety and research company that’s working to build reliable, interpretable, and…PyTorch FoundationJanuary 4, 2022