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CS336 Spring 2025 Assignment 2 (Systems) Leaderboard

To submit to the leaderboard, submit a pull request that adds your results to the Markdown table below. The table should be sorted by increasing time in milliseconds.

You should be running on a single H100 with batch size 1, sequence length 16384, d_model=1024 and num_heads=16.

The top 3 submissions will receive a prize at the end of the quarter. To make this fair, we will reorder the top 5 scoring students based on our own tests. Make sure you save a snapshot of your best code so it can be reproduced by us! We will reach out to the top 5 students after results have stabilized.

In your pull request description, you should also include:

  • The time you recorded
  • A description of what you did

FlashAttention 2 Forward + Backward Leaderboard

Name Forward + Backward Time (ms) Verification status (leave empty)
Herman Brunborg 5.364ms Verified
Matthew Noto 6.778ms Verified
Varun Desai 11.07ms Verified
Prateek Varshney 22.59ms Verified
Stephen Ge 28.45ms
naive baseline 80 ms Verified

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