PyTorch & OpenXLA: The Path Forward Blog PyTorch & OpenXLA: The Path Forward As we celebrate the release of OpenXLA, PyTorch 2.0, and PyTorch/XLA 2.0, it’s worth taking a step back…Milad Mohammadi, Jack Cao, Shauheen Zahirazami, Joe Spisak, and Jiewen TanApril 3, 2023
Accelerated PyTorch 2 Transformers Blog Accelerated PyTorch 2 Transformers The PyTorch 2.0 release includes a new high-performance implementation of the PyTorch Transformer API with…Michael Gschwind, Driss Guessous, Christian PuhrschMarch 28, 2023
PyTorch 2.0 & XLA—The Latest Cutting Edge Features Blog PyTorch 2.0 & XLA—The Latest Cutting Edge Features Today, we are excited to share our latest work for PyTorch/XLA 2.0. The release of PyTorch 2.0 is…Jack Cao, Milad Mohammadi, Alex Wertheim, Yeounoh Chung, Joe Spisak, Will Cromar, Shauheen ZahirazamiMarch 22, 2023
Accelerated Diffusers with PyTorch 2.0 Blog Accelerated Diffusers with PyTorch 2.0 PyTorch 2.0 has just been released. Its flagship new feature is torch.compile(), a one-line code change…Pedro Cuenca, Patrick von Platen, Suraj Patil, Sayak PaulMarch 16, 2023
PyTorch 2.0: Our next generation release that is faster, more Pythonic and Dynamic as ever Blog PyTorch 2.0: Our next generation release that is faster, more Pythonic and Dynamic as ever We are excited to announce the release of PyTorch® 2.0 which we highlighted during the PyTorch Conference on 12/2/22!…PyTorch FoundationMarch 15, 2023
New Library Updates in PyTorch 2.0 Blog New Library Updates in PyTorch 2.0 Summary We are bringing a number of improvements to the current PyTorch libraries, alongside the PyTorch…PyTorch FoundationMarch 15, 2023
Axon offers technology boost for public safety with in-car Automated License Plate Recognition on Azure Case Studies Axon offers technology boost for public safety with in-car Automated License Plate Recognition on Azure Axon, a technology leader in public safety, developed AI technology to add cutting-edge license plate…PyTorch FoundationMarch 9, 2023
How FASHABLE achieves SoA realistic AI generated images using PyTorch and Azure Machine Learning Community How FASHABLE achieves SoA realistic AI generated images using PyTorch and Azure Machine Learning Fashable is a company born at XNFY Lab (a joint initiative with Microsoft). The company’s…Orlando Ribas FernandesFebruary 23, 2023
HippoScreen Improves AI Performance by 2.4x with oneAPI Tools Case Studies HippoScreen Improves AI Performance by 2.4x with oneAPI Tools The Taiwan-based neurotechnology startup used tools and frameworks in the Intel® oneAPI Base and AI…PyTorch FoundationFebruary 21, 2023
Democratizing AI with PyTorch Foundation and ROCm™ support for PyTorch Blog Democratizing AI with PyTorch Foundation and ROCm™ support for PyTorch Last year, Meta announced that PyTorch joined the Linux Foundation as a neutral home for growing the…AMDFebruary 14, 2023
Deprecation of CUDA 11.6 and Python 3.7 Support Blog Deprecation of CUDA 11.6 and Python 3.7 Support For the upcoming PyTorch 2.0 feature release (target March 2023), we will target CUDA 11.7…PyTorch FoundationFebruary 2, 2023
NASA and IBM to Speed AI Creation with New Foundation Models Case Studies NASA and IBM to Speed AI Creation with New Foundation Models NASA and IBM are working together to create foundation models based on NASA’s data sets…PyTorch FoundationFebruary 2, 2023
Latest Colossal-AI boasts novel automatic parallelism and offers savings up to 46x for Stable Diffusion 2 Community Latest Colossal-AI boasts novel automatic parallelism and offers savings up to 46x for Stable Diffusion 2 As a new PyTorch Ecosystem Partner, we at HPC-AI Tech look forward to working with…Yang YouJanuary 31, 2023
Search Model Serving Using PyTorch and TorchServe Case Studies Search Model Serving Using PyTorch and TorchServe Walmart Search has embarked on the journey of adopting Deep Learning in the search ecosystem…PyTorch FoundationJanuary 23, 2023
PyTorch Trace Analysis for the Masses Blog PyTorch Trace Analysis for the Masses We are excited to announce the public release of Holistic Trace Analysis (HTA), an open…Anupam Bhatnagar, Xizhou Feng, Brian Coutinho, Yifan Liu, Sung-Han Lin, Louis Feng, and Yuzhen HuangJanuary 9, 2023
Distributed training with PyTorch and Azure ML Community Distributed training with PyTorch and Azure ML Suppose you have a very large PyTorch model, and you’ve already tried many common tricks…Beatriz StollnitzJanuary 6, 2023
Compromised PyTorch-nightly dependency chain between December 25th and December 30th, 2022. Blog Compromised PyTorch-nightly dependency chain between December 25th and December 30th, 2022. If you installed PyTorch-nightly on Linux via pip between December 25, 2022 and December 30,…PyTorch FoundationDecember 31, 2022
Extracting value from siloed healthcare data using federated learning with Azure Machine Learning Case Studies Extracting value from siloed healthcare data using federated learning with Azure Machine Learning Sensitive information such as healthcare data is often siloed within health organization boundaries. This has…PyTorch FoundationDecember 30, 2022
Torchserve Performance Tuning, Animated Drawings Case-Study Blog Torchserve Performance Tuning, Animated Drawings Case-Study In this post we discuss performance tuning of Torchserve for serving your models in production.…Hamid Shojanazeri, Geeta Chauhan, Mark Saroufim, Jesse SmithDecember 28, 2022
Scaling Vision Model Training Platforms with PyTorch Blog Scaling Vision Model Training Platforms with PyTorch TL;DR: We demonstrate the use of PyTorch with FairScale’s FullyShardedDataParallel (FSDP) API in writing large…Vaibhav Aggarwal, Mannat Singh, Anjali Sridhar, Yanghao Li, Shoubhik Debnath, Ronghang Hu, Will Feng, Xinlei Chen, Tingting Markstrum, Diana Liskovich, Anupam Bhatnagar, Chay Ryali, Haoqi Fan, Tete Xiao, Min Xu, Rahul Iyer, Christoph Feichtenhofer, Ross Girshick, Piotr Dollar, Aaron Adcock, Wan-Yen Lo, CK LukDecember 22, 2022