PyTorch framework for cryptographically secure random number generation, torchcsprng, now available Blog PyTorch framework for cryptographically secure random number generation, torchcsprng, now available One of the key components of modern cryptography is the pseudorandom number generator. Katz and…PyTorch FoundationAugust 24, 2020
PyTorch 1.6 now includes Stochastic Weight Averaging Blog PyTorch 1.6 now includes Stochastic Weight Averaging Do you use stochastic gradient descent (SGD) or Adam? Regardless of the procedure you use…Pavel Izmailov, Andrew Gordon Wilson and Vincent Quenneville-BelairAugust 18, 2020
Efficient PyTorch I/O library for Large Datasets, Many Files, Many GPUs Blog Efficient PyTorch I/O library for Large Datasets, Many Files, Many GPUs Data sets are growing bigger every day and GPUs are getting faster. This means there…Alex Aizman, Gavin Maltby, Thomas BreuelAugust 11, 2020
AI for AG: Production machine learning for agriculture Case Studies AI for AG: Production machine learning for agriculture How did farming affect your day today? If you live in a city, you might…PyTorch FoundationAugust 6, 2020
PyTorch 1.6 released w/ Native AMP Support, Microsoft joins as maintainers for Windows Blog PyTorch 1.6 released w/ Native AMP Support, Microsoft joins as maintainers for Windows Today, we’re announcing the availability of PyTorch 1.6, along with updated domain libraries. We are…PyTorch FoundationJuly 28, 2020
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
How Pixar uses AI and GANs to create high-resolution content Case Studies How Pixar uses AI and GANs to create high-resolution content As digital animators continue to push the boundaries of technology and creativity, the technical teams…PyTorch FoundationJuly 17, 2020
How Disney uses PyTorch for animated character recognition Case Studies How Disney uses PyTorch for animated character recognition The long and incremental evolution of the media industry, from a traditional broadcast and home…PyTorch FoundationJuly 16, 2020
How Trigo built a scalable AI development & deployment pipeline for Frictionless Retail Case Studies How Trigo built a scalable AI development & deployment pipeline for Frictionless Retail Trigo is a provider of AI & computer vision based checkout-free systems for the retail…PyTorch FoundationJune 16, 2020
How Datarock is using PyTorch for more intelligent mining decision making Case Studies How Datarock is using PyTorch for more intelligent mining decision making The mining industry is currently going through a digital revolution as it looks for new…PyTorch FoundationJune 9, 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
Deploying huggingface‘s BERT to production with pytorch/serve Case Studies Deploying huggingface‘s BERT to production with pytorch/serve TL;DR: pytorch/serve is a new awesome framework to serve torch models in production. This story…PyTorch FoundationApril 25, 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