PyTorch feature classification changes Blog PyTorch feature classification changes Traditionally features in PyTorch were classified as either stable or experimental with an implicit third…PyTorch FoundationJuly 28, 2020
Microsoft becomes maintainer of the Windows version of PyTorch Blog Microsoft becomes maintainer of the Windows version of PyTorch Along with the PyTorch 1.6 release, we are excited to announce that Microsoft has expanded…Maxim Lukiyanov - Principal PM at Microsoft, Emad Barsoum - Group EM at Microsoft, Guoliang Hua - Principal EM at Microsoft, Nikita Shulga - Tech Lead at Facebook, Geeta Chauhan - PE Lead at Facebook, Chris Gottbrath - Technical PM at Facebook, Jiachen Pu - Engineer at FacebookJuly 28, 2020
Introducing native PyTorch automatic mixed precision for faster training on NVIDIA GPUs Blog Introducing native PyTorch automatic mixed precision for faster training on NVIDIA GPUs Most deep learning frameworks, including PyTorch, train with 32-bit floating point (FP32) arithmetic by default.…Mengdi Huang, Chetan Tekur, Michael CarilliJuly 28, 2020
Updates & Improvements to PyTorch Tutorials Blog Updates & Improvements to PyTorch Tutorials PyTorch.org provides researchers and developers with documentation, installation instructions, latest news, community projects, tutorials, and…PyTorch FoundationMay 5, 2020
PyTorch 1.5 released, new and updated APIs including C++ frontend API parity with Python Blog PyTorch 1.5 released, new and updated APIs including C++ frontend API parity with Python Today, we’re announcing the availability of PyTorch 1.5, along with new and updated libraries. This…PyTorch FoundationApril 21, 2020
PyTorch library updates including new model serving library Blog PyTorch library updates including new model serving library Along with the PyTorch 1.5 release, we are announcing new libraries for high-performance PyTorch model…PyTorch FoundationApril 21, 2020
Introduction to Quantization on PyTorch Blog Introduction to Quantization on PyTorch It’s important to make efficient use of both server-side and on-device compute resources when developing…Raghuraman Krishnamoorthi, James Reed, Min Ni, Chris Gottbrath, and Seth WeidmanMarch 26, 2020
PyTorch 1.4 released, domain libraries updated Blog PyTorch 1.4 released, domain libraries updated Today, we’re announcing the availability of PyTorch 1.4, along with updates to the PyTorch domain…PyTorch FoundationJanuary 15, 2020
OpenMined and PyTorch partner to launch fellowship funding for privacy-preserving ML community Blog OpenMined and PyTorch partner to launch fellowship funding for privacy-preserving ML community Many applications of machine learning (ML) pose a range of security and privacy challenges. In…Andrew Trask (OpenMined/U.Oxford), Shubho Sengupta, Laurens van der Maaten, Joe SpisakDecember 6, 2019
PyTorch adds new tools and libraries, welcomes Preferred Networks to its community Blog PyTorch adds new tools and libraries, welcomes Preferred Networks to its community PyTorch continues to be used for the latest state-of-the-art research on display at the NeurIPS…PyTorch FoundationNovember 16, 2019
PyTorch 1.3 adds mobile, privacy, quantization, and named tensors Blog PyTorch 1.3 adds mobile, privacy, quantization, and named tensors PyTorch continues to gain momentum because of its focus on meeting the needs of researchers,…PyTorch FoundationOctober 10, 2019
New Releases: PyTorch 1.2, torchtext 0.4, torchaudio 0.3, and torchvision 0.4 Blog New Releases: PyTorch 1.2, torchtext 0.4, torchaudio 0.3, and torchvision 0.4 Since the release of PyTorch 1.0, we’ve seen the community expand to add new tools,…PyTorch FoundationAugust 8, 2019
Mapillary Research: Seamless Scene Segmentation and In-Place Activated BatchNorm Blog Mapillary Research: Seamless Scene Segmentation and In-Place Activated BatchNorm With roads in developed countries like the US changing up to 15% annually, Mapillary addresses…Lorenzo Porzi, MapillaryJuly 23, 2019
PyTorch Adds New Ecosystem Projects for Encrypted AI and Quantum Computing, Expands PyTorch Hub Blog PyTorch Adds New Ecosystem Projects for Encrypted AI and Quantum Computing, Expands PyTorch Hub The PyTorch ecosystem includes projects, tools, models and libraries from a broad community of researchers…PyTorch FoundationJuly 18, 2019
Towards Reproducible Research with PyTorch Hub Blog Towards Reproducible Research with PyTorch Hub Reproducibility is an essential requirement for many fields of research including those based on machine…PyTorch FoundationJune 10, 2019
torchvision 0.3: segmentation, detection models, new datasets and more.. Blog torchvision 0.3: segmentation, detection models, new datasets and more.. PyTorch domain libraries like torchvision provide convenient access to common datasets and models that can…Francisco MassaMay 22, 2019
Model Serving in PyTorch Blog Model Serving in PyTorch PyTorch has seen a lot of adoption in research, but people can get confused about…Jeff SmithMay 8, 2019
Optimizing CUDA Recurrent Neural Networks with TorchScript Blog Optimizing CUDA Recurrent Neural Networks with TorchScript This week, we officially released PyTorch 1.1, a large feature update to PyTorch 1.0. One…The PyTorch TeamMay 1, 2019
PyTorch adds new dev tools as it hits production scale Blog PyTorch adds new dev tools as it hits production scale This is a partial re-post of the original blog post on the Facebook AI Blog.…The PyTorch TeamMay 1, 2019
Stochastic Weight Averaging in PyTorch Blog Stochastic Weight Averaging in PyTorch In this blogpost we describe the recently proposed Stochastic Weight Averaging (SWA) technique , and…Pavel Izmailov and Andrew Gordon WilsonApril 29, 2019