PyTorch 2.0 is here!!!

Key Takeaways

pytorch 2 was introduced last week it's faster more pythonic and as dynamic as ever you can already use it and test it but what are the new features the main new feature is torch compile a compiled mode that accelerates your model without needing to change your model code in the tests it could speed up training by up to 76 percent it's an optional feature and tense 2.0 is fully Backward Compatible for example you can also immediately try this with hugging face models by adding this one line underpinning torch compile are four new components torch Dynamo aot Auto grad Prim torch and torch inductor you can read more in the official blog post and make sure to follow our channel for more pie torch tutorials in the future