
Toyota Research Institute (TRI) is developing a two-pronged approach toward automated driving with Toyota Guardian and Toyota Chauffeur technologies. The Machine Learning Team at TRI is creating new deep learning algorithms to leverage Toyota's 10 million sales per year data advantage. The flexibility of PyTorch has vastly accelerated their pace of exploration and its new production features will enable faster deployment towards their safety critical applications.

Following the release of PyTorch 1.0 in December 2018, we’re now announcing the availability of v1.1, which improves performance, adds new model understanding and visualization tools to improve usability, and provides new APIs.
Key features of PyTorch v1.1 include: