New PyTorch library releases including TorchVision Mobile, TorchAudio I/O, and more Blog New PyTorch library releases including TorchVision Mobile, TorchAudio I/O, and more Today, we are announcing updates to a number of PyTorch libraries, alongside the PyTorch 1.8 release.…PyTorch FoundationMarch 4, 2021
PyTorch 1.8 Release, including Compiler and Distributed Training updates, and New Mobile Tutorials Blog PyTorch 1.8 Release, including Compiler and Distributed Training updates, and New Mobile Tutorials We are excited to announce the availability of PyTorch 1.8. This release is composed of…PyTorch FoundationMarch 4, 2021
The torch.fft module: Accelerated Fast Fourier Transforms with Autograd in PyTorch Blog The torch.fft module: Accelerated Fast Fourier Transforms with Autograd in PyTorch The Fast Fourier Transform (FFT) calculates the Discrete Fourier Transform in O(n log n) time.…Mike Ruberry, Peter Bell, and Joe SpisakMarch 3, 2021
Prototype Features Now Available – APIs for Hardware Accelerated Mobile and ARM64 Builds Blog Prototype Features Now Available – APIs for Hardware Accelerated Mobile and ARM64 Builds Today, we are announcing four PyTorch prototype features. The first three of these will enable…PyTorch FoundationNovember 12, 2020
Announcing PyTorch Developer Day 2020 Blog Announcing PyTorch Developer Day 2020 Starting this year, we plan to host two separate events for PyTorch: one for developers…PyTorch FoundationNovember 1, 2020
PyTorch 1.7 released w/ CUDA 11, New APIs for FFTs, Windows support for Distributed training and more Blog PyTorch 1.7 released w/ CUDA 11, New APIs for FFTs, Windows support for Distributed training and more Today, we’re announcing the availability of PyTorch 1.7, along with updated domain libraries. The PyTorch…PyTorch FoundationOctober 27, 2020
Announcing the Winners of the 2020 Global PyTorch Summer Hackathon Blog Announcing the Winners of the 2020 Global PyTorch Summer Hackathon More than 2,500 participants in this year’s Global PyTorch Summer Hackathon pushed the envelope to…PyTorch FoundationOctober 1, 2020
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
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
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