There is an interesting blog about a training time comparison including pytorch - excited to be able to learn part 2 on a sound framework!
blog: https://blogs.technet.microsoft.com/machinelearning/2018/03/14/comparing-deep-learning-frameworks-a-rosetta-stone-approach/
associated github: https://github.com/ilkarman/DeepLearningFrameworks