documentation request: benchmark of baselines

[Maximilian Schneider]

Currently there are no baseline results published. It would really help me as a developer as it provides a head start into extending your code base:

1. I don't need to spend a few days training and evaluating your code for multiple sets of hyper parameters to understand which quality the provided trainings yield.
2. It makes it easier to understand the options in this toolbox. And what is the expected result of using them are while developing a new model.
3. Understand the scope of this project better, which datasets / challenges is this useful for and which ones not.

Are you considering to provide those after an external event in the near future, e.g. after approving review of a conference submission?

[mariolucic]

Hi mschneider. As this framework supports various combinations of losses/penalties/architectures/etc. we don't provide baselines for each combination. Instead, we provide a set of working configs in that we tested on GPUs and TPUs which can be used as a good starting point for further research. We are happy to add additional configs that users found work well in a specific setting.