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Accept attention best winner from gpt-5.4-2026-03-05 at 1577.90us
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attention/SCORES.json

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"direction": "lower_is_better",
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"timestamp_utc": "2026-03-13 06:57:34",
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"commit": "95ba3a7"
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},
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{
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"model": "gpt-5.4-2026-03-05",
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"candidate": 1577.9,
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"baseline": 8234.2,
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"ratio_text": "x5.218",
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"notes": "best winner: used SIMD intrinsics, handles grouped-query attention",
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"direction": "lower_is_better",
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"timestamp_utc": "2026-03-13 07:07:49",
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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": 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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"prompt_tokens": 406775,
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"completion_tokens": 211694,
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"total_tokens": 618469,
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"cached_prompt_tokens": 57344,
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"estimated_cost_usd": 4.063323499999999
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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: 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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- Total prompt tokens used: 406775
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- Total completion tokens used: 211694
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- Total cached prompt tokens used: 57344
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- Total tokens Used: 618469
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- Total cost: $4.06332350
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## Overall Winners
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| Timestamp | Model | Median | Seed | Win | Commit | Notes |
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| --- | --- | ---: | ---: | ---: | --- | --- |
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| 2026-03-13 06:31:54 | gpt-5.4-2026-03-05 | 1537.60 (us) | 8234.20 (us) | x5.355 | [4269f7e](D:/loop.py/attention/winners/4269f7e.c) | best winner: used SIMD intrinsics, handles grouped-query attention |
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| 2026-03-13 07:07:49 | gpt-5.4-2026-03-05 | 1577.90 (us) | 8234.20 (us) | x5.218 | pending | best winner: used SIMD intrinsics, handles grouped-query attention |
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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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