PyTorch Ecosystem Day 2021 Recap and New Contributor Resources Blog PyTorch Ecosystem Day 2021 Recap and New Contributor Resources Thank you to our incredible community for making the first ever PyTorch Ecosystem Day a…PyTorch FoundationMay 10, 2021
An overview of the ML models introduced in TorchVision v0.9 Blog An overview of the ML models introduced in TorchVision v0.9 TorchVision v0.9 has been released and it is packed with numerous new Machine Learning models and features,…PyTorch FoundationApril 16, 2021
Introducing PyTorch Profiler – the new and improved performance tool Blog Introducing PyTorch Profiler – the new and improved performance tool Along with PyTorch 1.8.1 release, we are excited to announce PyTorch Profiler – the new and…Maxim Lukiyanov - Principal PM at Microsoft, Guoliang Hua - Principal Engineering Manager at Microsoft, Geeta Chauhan - Partner Engineering Lead at Facebook, Gisle Dankel - Tech Lead at FacebookMarch 25, 2021
PyTorch for AMD ROCm™ Platform now available as Python package Blog PyTorch for AMD ROCm™ Platform now available as Python package With the PyTorch 1.8 release, we are delighted to announce a new installation option for…Niles Burbank – Director PM at AMD, Mayank Daga – Director, Deep Learning Software at AMDMarch 24, 2021
Announcing PyTorch Ecosystem Day Blog Announcing PyTorch Ecosystem Day We’re proud to announce our first PyTorch Ecosystem Day. The virtual, one-day event will focus…PyTorch FoundationMarch 9, 2021
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