PyTorch 1.12github.com/pytorch…/v1.12.0
Looks like lots and lots low level improvements. Not sure about their highlights.
They used to weave release notes around experimental => beta => stable features and write corresponding blog posts, now it is a bit more messy.
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Functional Module API to functionally apply module computation with a given set of parameters
Complex32 and Complex Convolutions in PyTorch
DataPipes from TorchData fully backward compatible with DataLoader
Functorch with improved coverage for APIs
nvFuser a deep learning compiler for PyTorch
Changes to float32 matrix multiplication precision on Ampere and later CUDA hardware
TorchArrow, a new beta library for machine learning preprocessing over batch data
PyTorch 1.12 Release Notes
Highlights
Backwards Incompatible Change
New Features
Improvements
Performance
Documentation
Highlights
We are excited to announce the release of PyTorch 1.12! This rel...