PyTorch – from research to production?

Fabian Bormann, IAV

PyTorch is one of the most important machine learning frameworks. As the slogan suggests, PyTorch not only focuses on rapid prototyping, but also on productive use.

In our vehicle projects we are working in an embedded environment in which frameworks like Keras cannot be used. This is where PyTorch could help. In this talk we want to clarify if PyTorch keeps its promise and show our experiences within productive scenarios. We pay special attention to the migration of existing projects to PyTorch .

Objective of the talk

To get in touch with PyTorch. After this talk the audience will be able to evaluate if PyTorch could be useful in their specific productive use case.

Required audience experience

Knowledge of neural networks and basic machine learning concepts could be helpful

Track 3
Location: Burton and Redgrave Date: October 1, 2019 Time: 1:35 pm - 2:20 pm Fabian Bormann, IAV Fabian Bormann, IAV