November 03, 2022

Extending TorchVision’s Transforms to Object Detection, Segmentation & Video tasks

Note: A previous version of this post was published in November 2022. We have updated this post with the most up-to-date info, in view of the upcoming 0.15 release of torchvision in March 2023, jointly with PyTorch 2.0.

Read More

October 28, 2022

PyTorch 1.13 release, including beta versions of functorch and improved support for Apple’s new M1 chips.

We are excited to announce the release of PyTorch® 1.13 (release note)! This includes Stable versions of BetterTransformer. We deprecated CUDA 10.2 and 11.3 and completed migration of CUDA 11.6 and 11.7. Beta includes improved support for Apple M1 chips and functorch, a library that offers composable vmap (vectorization) and autodiff transforms, being included in-tree with the PyTorch release. This release is composed of over 3,749 commits and 467 contributors since 1.12.1. We want to sincere...

Read More

September 29, 2022

Performance Debugging of Production PyTorch Models at Meta

1. Meta’s AI Performance Profiling (MAIProf)

Read More

September 26, 2022

Announcing PyTorch Conference 2022

We are excited to announce that the PyTorch Conference returns in-person as a satellite event to NeurlPS (Neural Information Processing Systems) in New Orleans on Dec. 2nd.

Read More