PyCon 2019 in Cleveland, Ohio

Thursday 9 a.m.–10:30 a.m. in Room 14

Production-scale PyTorch: TorchScript and the PyTorch JIT

Michael Suo, James K Reed


In this workshop, we'll give a technical introduction to the various techniques that PyTorch uses to scale a Pythonic machine learning workflow from research to production. We'll talk about how we use Python's dynamism and reflection capabilities to build a high-performance compiler infrastructure for machine learning. After, we'll demo how you can use these tools to ship a machine translation model to production today!