When did Sherlock Holmes realize this was no imaginary hound?

In The Hound of the Baskervilles, I do not believe that Holmes ever gave credence to the theory that the hound was supernatural or imaginary. When Sir Henry Baskerville lost his new boot then regained it while losing an old boot, this instructive incident proved conclusively to Holmes that the hound was real.