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Accept attention nonbest winner from gpt-5.4-2026-03-05 at 1670.40us
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attention/SCORES.json

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"direction": "lower_is_better",
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"timestamp_utc": "2026-03-13 06:52:50",
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"commit": "2a1d4ea"
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},
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{
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"model": "gpt-5.4-2026-03-05",
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"candidate": 1670.4,
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"baseline": 8234.2,
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"ratio_text": "x4.929",
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"notes": "accepted nonbest: used SIMD intrinsics, handles grouped-query attention",
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"direction": "lower_is_better",
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"timestamp_utc": "2026-03-13 06:57:34",
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"commit": "pending"
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}
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],
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"cases": [
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}
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],
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"usage": {
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"prompt_tokens": 246431,
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"completion_tokens": 128963,
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"total_tokens": 375394,
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"cached_prompt_tokens": 25088,
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"estimated_cost_usd": 2.494074499999999
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"prompt_tokens": 297684,
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"completion_tokens": 155155,
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"total_tokens": 452839,
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"cached_prompt_tokens": 34048,
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"estimated_cost_usd": 2.9949269999999992
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}
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}

attention/SCORES.md

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# Attention Scores
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- Total prompt tokens used: 246431
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- Total completion tokens used: 128963
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- Total cached prompt tokens used: 25088
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- Total tokens Used: 375394
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- Total cost: $2.49407450
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- Total prompt tokens used: 297684
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- Total completion tokens used: 155155
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- Total cached prompt tokens used: 34048
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- Total tokens Used: 452839
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- Total cost: $2.99492700
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## Overall Winners
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| 2026-03-13 06:33:21 | gpt-5.4-2026-03-05 | 1596.10 (us) | 8234.20 (us) | x5.159 | [4afce42](D:/loop.py/attention/winners/4afce42.c) | accepted nonbest: used SIMD intrinsics, handles grouped-query attention |
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| 2026-03-13 06:30:35 | gpt-5.4-2026-03-05 | 1599.70 (us) | 8234.20 (us) | x5.147 | [32a1066](D:/loop.py/attention/winners/32a1066.c) | best winner: used SIMD intrinsics, handles grouped-query attention |
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| 2026-03-13 06:49:53 | gpt-5.4-2026-03-05 | 1645.40 (us) | 8234.20 (us) | x5.004 | [b5146fe](D:/loop.py/attention/winners/b5146fe.c) | best winner: used SIMD intrinsics, handles grouped-query attention |
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| 2026-03-13 06:57:34 | gpt-5.4-2026-03-05 | 1670.40 (us) | 8234.20 (us) | x4.929 | pending | accepted nonbest: used SIMD intrinsics, handles grouped-query attention |
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| 2026-03-13 06:46:05 | gpt-5.4-2026-03-05 | 1680.30 (us) | 8234.20 (us) | x4.900 | [cbe1d86](D:/loop.py/attention/winners/cbe1d86.c) | accepted nonbest: used SIMD intrinsics, handles grouped-query attention |
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| 2026-03-13 06:42:17 | gpt-5.4-2026-03-05 | 1690.00 (us) | 8234.20 (us) | x4.872 | [459caa7](D:/loop.py/attention/winners/459caa7.c) | accepted nonbest: used SIMD intrinsics, handles grouped-query attention |
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| 2026-03-13 06:52:50 | gpt-5.4-2026-03-05 | 1706.00 (us) | 8234.20 (us) | x4.827 | [2a1d4ea](D:/loop.py/attention/winners/2a1d4ea.c) | accepted nonbest: used SIMD intrinsics, handles grouped-query attention |

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