Current state of TF vs PyTorch


This review kind of is nothing new, but if you are new to the market, here is my TLDR:

- In reseach PyTorch >> TF, except for obscure cases;
- For small teams PyTorch >> TF;
- For fast product delivery and iteration PyTorch >> TF;
- For corporations TF > PyTorch;
- For edge computing / mobile now TF > PyTorch;
- For production in general, soon PyTorch ~ TF;

- The research community will not likely switch from PyTorch to TF 2.0;
- The remaining question now - will the large corporations / captive audiences switch to TF 2.0 from 1.0 or to PyTorch;

#deep_learning