Specifically, there is a tiny note in the docs 3 that hints at the necessary preparation.
The stock imagenet validation set isn’t sorted into folders for the classes. For Linux, the docs link to a shell script 1 that does it for you, it should not be too hard to make it into a .bat. This then needs to be put into a val folder that then mirrors the train folder.
Best regards
Thomas