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tysam-code/hlb-CIFAR10

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

23 mentions on Hacker News by 8 people: 4 stories, 19 comments · first 2022-12-12 · latest 2025-09-06

Mentions per year 23 mentions · busiest year 2023 (16)
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  1. ▲ 2
    Show HN: Part 4: Train CIFAR10 to 94% in under 8 seconds on a single A100
    story by tysam_and · 2023-02-13 · 0 comments
  2. ▲ 151
    Train CIFAR10 to 94% in under 10 seconds on a single A100
    story by tysam_and · 2023-01-30 · 50 comments
  3. ▲ 7
    Show HN: Hlb-CIFAR10 0.2.0: New world record (~<12.38s) on single-GPU CIFAR10
    story by tysam_and · 2023-01-15 · 5 comments
  4. ▲ 1
    Show HN: Hlb-CIFAR10 – 94% accuracy in 18.1 seconds, A100, ground-up hackable
    story by tysam_and · 2022-12-12 · 0 comments