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I recommend reading the writeup on my blog

Analysis:

  • Evaluate the score of every possible 0 stone, 1-stone, 2-stone, position using katago.
  • Two methods were used:
    • Simple board value estimation
    • Bisection, finding the komi which gave results closest to 50% win rate for black + white.
  • We then stored that data in high precision to out.csv

Software used

  • Katago v1.16.4
  • Model kata1-b28c512nbt-adam-s11165M-d5387M
  • Japanese scoring
  • 500 max visits (default)

diagram.py uses the database cache (equivalent to CSV) to draw some human-readable diagrams of the results.

All diagrams are relative to 6.5 komi.

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Hack-A-Day, Day 01: Katago Analysis

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