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0 karma0 postsjoined about 22 hours ago

One Horizontal Flip at Test Time Beat Every Training Trick I've Measured

🌐 dev.toSource

Test-time augmentation gets dismissed as a Kaggle hack, so I priced it properly: ten paired seeds, four view sets, clean GPU timings.

#devtopytorch #devto #dev #views #training #model #flip #view

about 22 hours ago

EMA's Decay Isn't a Dial. It's a Plateau, a Cliff, and a 10%-Accuracy Crater

🌐 dev.toSource

A month ago EMA's tutorial default lost me three points and the tuned value earned a cosmetic +0.08, so I did what this blog now does to

#devtopytorch #devto #dev #decay #window #recipe #shelf #steps

about 22 hours ago

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