
layout: blog_detail
title: "New library updates in PyTorch 1.12"
author: Team PyTorch
featured-img: ''

We are bringing a number of improvements to the current PyTorch libraries, alongside the PyTorch 1.12 release. These updates demonstrate our focus on developing common and extensible APIs across all domains to make it easier for our community to build ecosystem projects on PyTorch. 
Summary:
- TorchVision - Added multi-weight support API, new architectures, model variants, and pretrained weight. See the release notes here.
- TorchAudio - Introduced beta features including a streaming API, a CTC beam search decoder, and new beamforming modules and methods. See the release notes here.