Tweeted By @karpathy

The unambiguously correct place to examine your training data is immediately before it feeds into the network. Take the raw x,y batch tuple, ship it back to CPU, unrender, visualize. V often catches bugs with data augmentation, label preprocessing, samplers, collation, etcetc.

— Andrej Karpathy (@karpathy) November 17, 2020