Feature Extraction in TorchVision using Torch FX Blog Feature Extraction in TorchVision using Torch FX Introduction FX based feature extraction is a new TorchVision utility that lets us access intermediate transformations of an…Alexander Soare and Francisco MassaOctober 29, 2021
Accelerating PyTorch with CUDA Graphs Blog Accelerating PyTorch with CUDA Graphs Today, we are pleased to announce a new advanced CUDA feature, CUDA Graphs, has been…Vinh Nguyen, Michael Carilli, Sukru Burc Eryilmaz, Vartika Singh, Michelle Lin, Natalia Gimelshein, Alban Desmaison, Edward YangOctober 26, 2021
PyTorch 1.10 Release, including CUDA Graphs APIs, Frontend and Compiler Improvements Blog PyTorch 1.10 Release, including CUDA Graphs APIs, Frontend and Compiler Improvements We are excited to announce the release of PyTorch 1.10. This release is composed of…PyTorch FoundationOctober 21, 2021
New Library Releases in PyTorch 1.10, including TorchX, TorchAudio, TorchVision Blog New Library Releases in PyTorch 1.10, including TorchX, TorchAudio, TorchVision Today, we are announcing a number of new features and improvements to PyTorch libraries, alongside…PyTorch FoundationOctober 21, 2021
How We Built: An Early-Stage Recommender System Case Studies How We Built: An Early-Stage Recommender System Personalization is ubiquitous on most platforms today. Supercharged by connectivity, and scaled by machine learning,…PyTorch FoundationOctober 18, 2021
Announcing PyTorch Annual Hackathon 2021 Blog Announcing PyTorch Annual Hackathon 2021 We’re excited to announce the PyTorch Annual Hackathon 2021! This year, we’re looking to support…PyTorch FoundationSeptember 8, 2021
How AI is Helping Vets to Help our Pets Case Studies How AI is Helping Vets to Help our Pets 1 in 4 dogs, and 1 in 5 cats, will develop cancer at some point…PyTorch FoundationSeptember 7, 2021
Using a Grapheme to Phoneme Model in Cisco’s Webex Assistant Case Studies Using a Grapheme to Phoneme Model in Cisco’s Webex Assistant Grapheme to Phoneme (G2P) is a function that generates pronunciations (phonemes) for words based on…PyTorch FoundationSeptember 7, 2021
How Computational Graphs are Constructed in PyTorch Blog How Computational Graphs are Constructed in PyTorch In the previous post we went over the theoretical foundations of automatic differentiation and reviewed the implementation…Preferred NetworksAugust 31, 2021
Announcing PyTorch Developer Day 2021 Blog Announcing PyTorch Developer Day 2021 We are excited to announce PyTorch Developer Day (#PTD2), taking place virtually from December 1…PyTorch FoundationAugust 23, 2021
PipeTransformer: Automated Elastic Pipelining for Distributed Training of Large-scale Models Blog PipeTransformer: Automated Elastic Pipelining for Distributed Training of Large-scale Models In this blog post, we describe the first peer-reviewed research paper that explores accelerating the…Chaoyang He, Shen Li, Mahdi Soltanolkotabi, and Salman AvestimehrAugust 18, 2021
University of Pécs enables text and speech processing in Hungarian, builds the BERT-large model with just 1,000 euro with Azure Case Studies University of Pécs enables text and speech processing in Hungarian, builds the BERT-large model with just 1,000 euro with Azure Everyone prefers to use their mother tongue when communicating with chat agents and other automated…PyTorch FoundationAugust 10, 2021
What’s New in PyTorch Profiler 1.9? Blog What’s New in PyTorch Profiler 1.9? PyTorch Profiler v1.9 has been released! The goal of this new release (previous PyTorch Profiler release)…Sabrina Smai, Program Manager on the AI Framework team at MicrosoftAugust 3, 2021
Everything You Need To Know About Torchvision’s SSDlite Implementation Blog Everything You Need To Know About Torchvision’s SSDlite Implementation In the previous article, we’ve discussed how the SSD algorithm works, covered its implementation details and…Vasilis VryniotisJune 27, 2021
The torch.linalg module: Accelerated Linear Algebra with Autograd in PyTorch Blog The torch.linalg module: Accelerated Linear Algebra with Autograd in PyTorch Linear algebra is essential to deep learning and scientific computing, and it’s always been a…Mike Ruberry, Ivan Yashchuk, Xiao Wang, Mario Lezcano and Natalia GimelsheinJune 23, 2021
An Overview of the PyTorch Mobile Demo Apps Blog An Overview of the PyTorch Mobile Demo Apps PyTorch Mobile provides a runtime environment to execute state-of-the-art machine learning models on mobile devices.…Jeff Tang and Mark SaroufimJune 18, 2021
How 3DFY.ai Built a Multi-Cloud, Distributed Training Platform Over Spot Instances with TorchElastic and Kubernetes Case Studies How 3DFY.ai Built a Multi-Cloud, Distributed Training Platform Over Spot Instances with TorchElastic and Kubernetes Deep Learning development is becoming more and more about minimizing the time from idea to…PyTorch FoundationJune 17, 2021
Everything You Need To Know About Torchvision’s SSD Implementation Blog Everything You Need To Know About Torchvision’s SSD Implementation In TorchVision v0.10, we’ve released two new Object Detection models based on the SSD architecture.…Vasilis VryniotisJune 16, 2021
New PyTorch Library Releases in PyTorch 1.9, including TorchVision, TorchAudio, and more Blog New PyTorch Library Releases in PyTorch 1.9, including TorchVision, TorchAudio, and more Today, we are announcing updates to a number of PyTorch libraries, alongside the PyTorch 1.9 release.…PyTorch FoundationJune 15, 2021
PyTorch 1.9 Release, including torch.linalg and Mobile Interpreter Blog PyTorch 1.9 Release, including torch.linalg and Mobile Interpreter We are excited to announce the release of PyTorch 1.9. The release is composed of…PyTorch FoundationJune 15, 2021