I think the issue is that the message isn't informative enough. I would suggest opening a GitHub issue on this requesting a better message. Regarding confirming - I'm not sure but this is the default behavior of Optuna. You can run a random or a grid search optimization and then you won't see those messages for sure.

What do you think?