[EuroPython 2023 — North Hall on 2023-07-21] https://ep2023.europython.eu/session/pytorch-20-why-should-you-care Pytorch is one of the most popular machine learning frameworks, and its latest iteration (PyTorch 2.0) landed just a couple of days back. Among other things, PyTorch 2.0 offers faster performance with a fully backward-compatible API that guarantees the development ergonomics that PyTorch is known for. In this talk, we will examine how practitioners (researchers and engineers) can benefit from optimizations provided by PyTorch 2.0 and what other improvements are on the horizon. This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License http://creativecommons.org/licenses/by-nc-sa/4.0/