Neptune logger: "TypeError: log_text() got an unexpected keyword argument 'step'"

[alessiobonfiglio]

🐛 Bug

If you want to manually log a text on neptune.ai through its logger invoking

neptune_logger.log_text("name", "value")

you'll end up with this error

/usr/local/lib/python3.7/dist-packages/pytorch_lightning/loggers/neptune.py in log_text(self, log_name, text, step)
    315             step: Step number at which the metrics should be recorded, must be strictly increasing
    316         """
--> 317         self.experiment.log_text(log_name, text, step=step)
    318 
    319     @rank_zero_only

TypeError: log_text() got an unexpected keyword argument 'step'

due to an unwanted keyword argument: step.

How to reproduce

Link to the colab notebook

Expected behavior

The logging goes fine

Proposed fix

Remove the argument "step" in the logger and in its invocation of neptune.experiment.log_text() because it is unwanted, as shown here.