Uber Open-Sources Neuropod – A Library To Run Deep Learning Models Using Multiple Frameworks

Recently, Uber open-sourced Neuropod, a library that provides a uniform interface to run deep learning models from multiple frameworks in C++ and Python. This library is Uber ATG’s open-sourced deep learning inference engine that makes deep learning frameworks look the same when running a model.  With the advancements of various frameworks, the technique like deep learning has been witnessing exponential growth. In one of our articles, we talked about how Uber for the first time ever had opened up about what is going on under the hood of their Advanced Technologies Group’s (ATG’s) machine learning infrastructure and version control platform for autonomous driving vehicles.  In March, the ride-hailing company announced the development of a set of tools and microservice