Best way to access validation results after training?

[bunkerj]

Given that I build a config and then train with runner.train(), is there a better way of getting access to the validation results other than reading the log file at work_dir/{time}/vis_data/scalars.json?

I would like to get the results programmatically after training is completed. If this is not possible, is there a way I can set the name of the results folder within work_dir to something other than the time?

Thanks!