The training went well, and returns nice results for new, unseen images.
On training, the loss changed (decreased), thus I must assume the weights changed as well.
On training, I saved a snapshot of the net every epoch.
When trying to run a validation set through each epoch's snapshot, I get the exact same results on every epoch.
How can this be possible? What's causing this?