Stefan Otte


I'm a machine learner, data scientist, ex-roboticist, and consultant. I like turning crazy ideas into production systems using data science and software engineering.

Practical PyTorch 101

Level: Intermediate

PyTorch is a relatively new open source deep learning and tensor platform with great GPU support.

This talk is a practical introduction to PyTorch.  It introduces
  • basic PyTorch concepts (such as tensors, autograd, nn.Modules, DataSet, DataLoader),
  •  some new PyTorch 1.0 goodness, 
  • as well as tips and tricks regarding deployment.
 The goal is to give you enough knowledge to make you productive with PyTorch quickly. I assume you know the basics of deep neural networks.