tysam-code/hlb-CIFAR10

Train to 94% on CIFAR-10 in <6.3 seconds on a single A100. Or ~95.79% in ~110 seconds (or less!)

151 best points · 55 comments · 4 Hacker News posts · 1,317 GitHub stars · View on GitHub

Hacker News discussions

• Train CIFAR10 to 94% in under 10 seconds on a single A100 (151 points, 50 comments, by tysam_and, 2023-01-30)
• Show HN: Hlb-CIFAR10 0.2.0: New world record (~<12.38s) on single-GPU CIFAR10 (7 points, 5 comments, by tysam_and, 2023-01-15)
• Show HN: Part 4: Train CIFAR10 to 94% in under 8 seconds on a single A100 (2 points, 0 comments, by tysam_and, 2023-02-13)
• Show HN: Hlb-CIFAR10 – 94% accuracy in 18.1 seconds, A100, ground-up hackable (1 points, 0 comments, by tysam_and, 2022-12-12)