[
{
  "spec": {
    "cell_id": "n300000-cold-subject-r0",
    "size": 300000,
    "seed": 20261017,
    "mode": "cold",
    "variant": "subject",
    "store_path": "qlat-s20261017-n300000-g1.db",
    "result_path": "n300000-cold-subject-r0.json",
    "encoder": false,
    "question_offset": 0,
    "questions": 1,
    "budget_seconds": 0.0,
    "min_questions": 5,
    "top_k": 40
  },
  "status": "ok",
  "started_at": "2026-10-18T02:29:05.172873+00:00",
  "finished_at": "2026-10-18T02:29:29.521233+00:00",
  "wall_seconds": 24.348369917999662,
  "import_seconds": 1.7458255310002642,
  "encoder_load_seconds": null,
  "warmup_seconds": null,
  "samples": [
    {
      "question_index": 0,
      "subject_id": "b8e0d1cc-0115-404e-97ee-156095d1a6ae",
      "total_seconds": 22.34942497300017,
      "stages": {
        "setup": 19.445793326000057,
        "embed": 1.0320000001229346e-6,
        "sql_fetch": 2.88062181999976,
        "decode": 0.0004394529996716301,
        "hydrate": 0.00014590000046155183,
        "filters": 0.000023515000066254288,
        "source_rows": 0.004909066000436724,
        "support_discounts": 5.437999789137393e-6,
        "scoring": 0.014817348999713431,
        "sort": 0.000014592000297852792,
        "collapse": 0.002327350999621558,
        "other": 0.00032613100029266207
      },
      "rows_read": 1,
      "embedding_json_bytes": 8415,
      "models_hydrated": 1,
      "candidates_scored": 1,
      "snapshot_ids_looked_up": 1,
      "entry_ids_looked_up": 1,
      "results": 1
    }
  ],
  "cosine_reference": {
    "vectors": 1,
    "loop_seconds": 0.000017096000192395877,
    "stack_seconds": 0.000027862000024470035,
    "matmul_seconds": 0.00005354099994292483
  },
  "peak_rss_bytes": 330149888,
  "sampled_peak_rss_bytes": 139812864,
  "environment": {
    "git_sha": "50a98fcba6fc449b91d8fcd8631056d69b6eed07",
    "package_version": "1.192.16",
    "python": "3.11.17",
    "numpy": "2.4.6",
    "sqlite": "3.53.1",
    "sqlalchemy": "2.1.4",
    "pydantic": "2.14.1",
    "platform": "Linux-6.17.0-1022-azure-x86_64-with-glibc2.39",
    "machine": "x86_64",
    "cpu": "AMD EPYC 9V74 80-Core Processor",
    "cpu_count": 2,
    "memory_bytes": 8323964928,
    "load_average_before": [
      1.0,
      1.0,
      1.0
    ],
    "load_average_after": [
      1.0,
      1.0,
      1.0
    ],
    "bench_lock": null,
    "config": "config.yaml"
  },
  "error": null,
  "notes": []
},
{
  "spec": {
    "cell_id": "n300000-cold-subject-r1",
    "size": 300000,
    "seed": 20261017,
    "mode": "cold",
    "variant": "subject",
    "store_path": "qlat-s20261017-n300000-g1.db",
    "result_path": "n300000-cold-subject-r1.json",
    "encoder": false,
    "question_offset": 1,
    "questions": 1,
    "budget_seconds": 0.0,
    "min_questions": 5,
    "top_k": 40
  },
  "status": "ok",
  "started_at": "2026-10-18T02:29:29.868168+00:00",
  "finished_at": "2026-10-18T02:29:32.733648+00:00",
  "wall_seconds": 2.8654925390001154,
  "import_seconds": 1.0083197710000604,
  "encoder_load_seconds": null,
  "warmup_seconds": null,
  "samples": [
    {
      "question_index": 1,
      "subject_id": "ae7bfc3f-25fa-4a37-9807-00ded9a309bf",
      "total_seconds": 1.7112004470000102,
      "stages": {
        "setup": 0.24399924799945438,
        "embed": 1.1320007615722716e-6,
        "sql_fetch": 1.3979900880003697,
        "decode": 0.004892439998002374,
        "hydrate": 0.001744383002005634,
        "filters": 0.00006259499969019089,
        "source_rows": 0.021669941000254767,
        "support_discounts": 0.000014311000086308923,
        "scoring": 0.010246277000078408,
        "sort": 0.000037136000173632056,
        "collapse": 0.030117995999717095,
        "other": 0.00042489999941608403
      },
      "rows_read": 51,
      "embedding_json_bytes": 429512,
      "models_hydrated": 51,
      "candidates_scored": 47,
      "snapshot_ids_looked_up": 47,
      "entry_ids_looked_up": 47,
      "results": 40
    }
  ],
  "cosine_reference": {
    "vectors": 51,
    "loop_seconds": 0.00021084799936943455,
    "stack_seconds": 0.00009370200041303178,
    "matmul_seconds": 0.0000533499996890896
  },
  "peak_rss_bytes": 330149888,
  "sampled_peak_rss_bytes": 138194944,
  "environment": {
    "git_sha": "50a98fcba6fc449b91d8fcd8631056d69b6eed07",
    "package_version": "1.192.16",
    "python": "3.11.17",
    "numpy": "2.4.6",
    "sqlite": "3.53.1",
    "sqlalchemy": "2.1.4",
    "pydantic": "2.14.1",
    "platform": "Linux-6.17.0-1022-azure-x86_64-with-glibc2.39",
    "machine": "x86_64",
    "cpu": "AMD EPYC 9V74 80-Core Processor",
    "cpu_count": 2,
    "memory_bytes": 8323964928,
    "load_average_before": [
      1.0,
      1.0,
      1.0
    ],
    "load_average_after": [
      1.0,
      1.0,
      1.0
    ],
    "bench_lock": null,
    "config": "config.yaml"
  },
  "error": null,
  "notes": []
},
{
  "spec": {
    "cell_id": "n300000-cold-subject-r2",
    "size": 300000,
    "seed": 20261017,
    "mode": "cold",
    "variant": "subject",
    "store_path": "qlat-s20261017-n300000-g1.db",
    "result_path": "n300000-cold-subject-r2.json",
    "encoder": false,
    "question_offset": 2,
    "questions": 1,
    "budget_seconds": 0.0,
    "min_questions": 5,
    "top_k": 40
  },
  "status": "ok",
  "started_at": "2026-10-18T02:29:33.069386+00:00",
  "finished_at": "2026-10-18T02:29:35.807894+00:00",
  "wall_seconds": 2.738518923000811,
  "import_seconds": 1.0060112350001873,
  "encoder_load_seconds": null,
  "warmup_seconds": null,
  "samples": [
    {
      "question_index": 2,
      "subject_id": "ee2e00a0-f1c6-4f96-8466-e0355d0b2603",
      "total_seconds": 1.5871697540005698,
      "stages": {
        "setup": 0.2472619410000334,
        "embed": 4.900002750218846e-7,
        "sql_fetch": 1.2685596450000958,
        "decode": 0.007796720004989766,
        "hydrate": 0.002784893994430604,
        "filters": 0.00011342100060574012,
        "source_rows": 0.025881075000143028,
        "support_discounts": 0.000022033000277588144,
        "scoring": 0.010482744999535498,
        "sort": 0.000048102000619110186,
        "collapse": 0.023753345999466546,
        "other": 0.00046534200009773485
      },
      "rows_read": 78,
      "embedding_json_bytes": 656895,
      "models_hydrated": 78,
      "candidates_scored": 77,
      "snapshot_ids_looked_up": 77,
      "entry_ids_looked_up": 77,
      "results": 40
    }
  ],
  "cosine_reference": {
    "vectors": 78,
    "loop_seconds": 0.00027947099988523405,
    "stack_seconds": 0.00011252999956923304,
    "matmul_seconds": 0.00005446199975267518
  },
  "peak_rss_bytes": 330149888,
  "sampled_peak_rss_bytes": 138027008,
  "environment": {
    "git_sha": "50a98fcba6fc449b91d8fcd8631056d69b6eed07",
    "package_version": "1.192.16",
    "python": "3.11.17",
    "numpy": "2.4.6",
    "sqlite": "3.53.1",
    "sqlalchemy": "2.1.4",
    "pydantic": "2.14.1",
    "platform": "Linux-6.17.0-1022-azure-x86_64-with-glibc2.39",
    "machine": "x86_64",
    "cpu": "AMD EPYC 9V74 80-Core Processor",
    "cpu_count": 2,
    "memory_bytes": 8323964928,
    "load_average_before": [
      1.0,
      1.0,
      1.0
    ],
    "load_average_after": [
      1.0,
      1.0,
      1.0
    ],
    "bench_lock": null,
    "config": "config.yaml"
  },
  "error": null,
  "notes": []
},
{
  "spec": {
    "cell_id": "n300000-cold-subject-r3",
    "size": 300000,
    "seed": 20261017,
    "mode": "cold",
    "variant": "subject",
    "store_path": "qlat-s20261017-n300000-g1.db",
    "result_path": "n300000-cold-subject-r3.json",
    "encoder": false,
    "question_offset": 3,
    "questions": 1,
    "budget_seconds": 0.0,
    "min_questions": 5,
    "top_k": 40
  },
  "status": "ok",
  "started_at": "2026-10-18T02:29:36.145139+00:00",
  "finished_at": "2026-10-18T02:29:38.781035+00:00",
  "wall_seconds": 2.635906594999142,
  "import_seconds": 1.0054387939999287,
  "encoder_load_seconds": null,
  "warmup_seconds": null,
  "samples": [
    {
      "question_index": 3,
      "subject_id": "81441c48-1b7b-4c9e-a97d-4062567ff419",
      "total_seconds": 1.4867129949998343,
      "stages": {
        "setup": 0.24440665699967212,
        "embed": 1.1120000635855831e-6,
        "sql_fetch": 1.2157977059996483,
        "decode": 0.0014317119985207682,
        "hydrate": 0.0005590510018009809,
        "filters": 0.00004201399951853091,
        "source_rows": 0.006635581000409729,
        "support_discounts": 7.061000360408798e-6,
        "scoring": 0.010122670999408001,
        "sort": 0.000021893000848649535,
        "collapse": 0.007355065999945509,
        "other": 0.0003324709996377351
      },
      "rows_read": 12,
      "embedding_json_bytes": 101205,
      "models_hydrated": 12,
      "candidates_scored": 11,
      "snapshot_ids_looked_up": 11,
      "entry_ids_looked_up": 11,
      "results": 11
    }
  ],
  "cosine_reference": {
    "vectors": 12,
    "loop_seconds": 0.00005840799985890044,
    "stack_seconds": 0.00004034099947602954,
    "matmul_seconds": 0.00004891300068265991
  },
  "peak_rss_bytes": 330149888,
  "sampled_peak_rss_bytes": 138149888,
  "environment": {
    "git_sha": "50a98fcba6fc449b91d8fcd8631056d69b6eed07",
    "package_version": "1.192.16",
    "python": "3.11.17",
    "numpy": "2.4.6",
    "sqlite": "3.53.1",
    "sqlalchemy": "2.1.4",
    "pydantic": "2.14.1",
    "platform": "Linux-6.17.0-1022-azure-x86_64-with-glibc2.39",
    "machine": "x86_64",
    "cpu": "AMD EPYC 9V74 80-Core Processor",
    "cpu_count": 2,
    "memory_bytes": 8323964928,
    "load_average_before": [
      1.0,
      1.0,
      1.0
    ],
    "load_average_after": [
      1.0,
      1.0,
      1.0
    ],
    "bench_lock": null,
    "config": "config.yaml"
  },
  "error": null,
  "notes": []
},
{
  "spec": {
    "cell_id": "n300000-cold-subject-r4",
    "size": 300000,
    "seed": 20261017,
    "mode": "cold",
    "variant": "subject",
    "store_path": "qlat-s20261017-n300000-g1.db",
    "result_path": "n300000-cold-subject-r4.json",
    "encoder": false,
    "question_offset": 4,
    "questions": 1,
    "budget_seconds": 0.0,
    "min_questions": 5,
    "top_k": 40
  },
  "status": "ok",
  "started_at": "2026-10-18T02:29:39.126529+00:00",
  "finished_at": "2026-10-18T02:29:41.751076+00:00",
  "wall_seconds": 2.624559715999567,
  "import_seconds": 1.0002603610000733,
  "encoder_load_seconds": null,
  "warmup_seconds": null,
  "samples": [
    {
      "question_index": 4,
      "subject_id": "69d4a5ef-f0f9-4e74-966f-db87398a82b3",
      "total_seconds": 1.479166560999147,
      "stages": {
        "setup": 0.24343247299930226,
        "embed": 1.0220001058769412e-6,
        "sql_fetch": 1.2179988070001855,
        "decode": 0.0005611769993265625,
        "hydrate": 0.00017832899993663887,
        "filters": 0.00002557800053182291,
        "source_rows": 0.0037837479994777823,
        "support_discounts": 6.518999725813046e-6,
        "scoring": 0.010032455999862577,
        "sort": 0.000016685000446159393,
        "collapse": 0.0027226669999436126,
        "other": 0.0004071000003023073
      },
      "rows_read": 2,
      "embedding_json_bytes": 16827,
      "models_hydrated": 2,
      "candidates_scored": 2,
      "snapshot_ids_looked_up": 2,
      "entry_ids_looked_up": 2,
      "results": 2
    }
  ],
  "cosine_reference": {
    "vectors": 2,
    "loop_seconds": 0.00003059600021515507,
    "stack_seconds": 0.000027602000045590103,
    "matmul_seconds": 0.000048051999328890815
  },
  "peak_rss_bytes": 330149888,
  "sampled_peak_rss_bytes": 138133504,
  "environment": {
    "git_sha": "50a98fcba6fc449b91d8fcd8631056d69b6eed07",
    "package_version": "1.192.16",
    "python": "3.11.17",
    "numpy": "2.4.6",
    "sqlite": "3.53.1",
    "sqlalchemy": "2.1.4",
    "pydantic": "2.14.1",
    "platform": "Linux-6.17.0-1022-azure-x86_64-with-glibc2.39",
    "machine": "x86_64",
    "cpu": "AMD EPYC 9V74 80-Core Processor",
    "cpu_count": 2,
    "memory_bytes": 8323964928,
    "load_average_before": [
      1.0,
      1.0,
      1.0
    ],
    "load_average_after": [
      1.0,
      1.0,
      1.0
    ],
    "bench_lock": null,
    "config": "config.yaml"
  },
  "error": null,
  "notes": []
},
{
  "spec": {
    "cell_id": "n300000-cold-unfiltered-r0",
    "size": 300000,
    "seed": 20261017,
    "mode": "cold",
    "variant": "unfiltered",
    "store_path": "qlat-s20261017-n300000-g1.db",
    "result_path": "n300000-cold-unfiltered-r0.json",
    "encoder": false,
    "question_offset": 0,
    "questions": 1,
    "budget_seconds": 0.0,
    "min_questions": 5,
    "top_k": 40
  },
  "status": "ok",
  "started_at": "2026-10-18T01:36:21.993847+00:00",
  "finished_at": "2026-10-18T01:38:23.810365+00:00",
  "wall_seconds": 121.8167325989998,
  "import_seconds": 1.0206279979997817,
  "encoder_load_seconds": null,
  "warmup_seconds": null,
  "samples": [
    {
      "question_index": 0,
      "subject_id": null,
      "total_seconds": 118.6950741149999,
      "stages": {
        "setup": 7.712185440999747,
        "embed": 1.171999883808894e-6,
        "sql_fetch": 47.876878900000065,
        "decode": 27.607305373041072,
        "hydrate": 25.202210177958932,
        "filters": 3.675462504999814,
        "source_rows": 1.4199303010000222,
        "support_discounts": 0.20250376400008463,
        "scoring": 3.2347058020000077,
        "sort": 0.27513646899978994,
        "collapse": 0.22781429399992703,
        "other": 1.2609399160005523
      },
      "rows_read": 300000,
      "embedding_json_bytes": 2527013187,
      "models_hydrated": 300000,
      "candidates_scored": 289831,
      "snapshot_ids_looked_up": 9375,
      "entry_ids_looked_up": 3659,
      "results": 40
    }
  ],
  "cosine_reference": {
    "vectors": 300000,
    "loop_seconds": 1.0456907209995734,
    "stack_seconds": 0.5881349760002195,
    "matmul_seconds": 0.02907870799981538
  },
  "peak_rss_bytes": 6665318400,
  "sampled_peak_rss_bytes": 6637486080,
  "environment": {
    "git_sha": "50a98fcba6fc449b91d8fcd8631056d69b6eed07",
    "package_version": "1.192.16",
    "python": "3.11.17",
    "numpy": "2.4.6",
    "sqlite": "3.53.1",
    "sqlalchemy": "2.1.4",
    "pydantic": "2.14.1",
    "platform": "Linux-6.17.0-1022-azure-x86_64-with-glibc2.39",
    "machine": "x86_64",
    "cpu": "AMD EPYC 9V74 80-Core Processor",
    "cpu_count": 2,
    "memory_bytes": 8323964928,
    "load_average_before": [
      1.154296875,
      1.07568359375,
      1.00634765625
    ],
    "load_average_after": [
      1.2265625,
      1.13037109375,
      1.02783203125
    ],
    "bench_lock": null,
    "config": "config.yaml"
  },
  "error": null,
  "notes": []
},
{
  "spec": {
    "cell_id": "n300000-cold-unfiltered-r1",
    "size": 300000,
    "seed": 20261017,
    "mode": "cold",
    "variant": "unfiltered",
    "store_path": "qlat-s20261017-n300000-g1.db",
    "result_path": "n300000-cold-unfiltered-r1.json",
    "encoder": false,
    "question_offset": 1,
    "questions": 1,
    "budget_seconds": 0.0,
    "min_questions": 5,
    "top_k": 40
  },
  "status": "ok",
  "started_at": "2026-10-18T01:38:24.661042+00:00",
  "finished_at": "2026-10-18T01:40:27.886019+00:00",
  "wall_seconds": 123.2250012620002,
  "import_seconds": 1.4759291440000197,
  "encoder_load_seconds": null,
  "warmup_seconds": null,
  "samples": [
    {
      "question_index": 1,
      "subject_id": null,
      "total_seconds": 119.66570288999992,
      "stages": {
        "setup": 15.866620869000144,
        "embed": 2.70999862550525e-7,
        "sql_fetch": 47.61350378299994,
        "decode": 27.305353385028866,
        "hydrate": 18.823322455971265,
        "filters": 3.75369049200026,
        "source_rows": 1.367264662999787,
        "support_discounts": 0.21242080699994403,
        "scoring": 3.153088307999951,
        "sort": 0.27324849400019957,
        "collapse": 0.032046515999809344,
        "other": 1.2651428459998897
      },
      "rows_read": 300000,
      "embedding_json_bytes": 2527013187,
      "models_hydrated": 300000,
      "candidates_scored": 289831,
      "snapshot_ids_looked_up": 9375,
      "entry_ids_looked_up": 3659,
      "results": 40
    }
  ],
  "cosine_reference": {
    "vectors": 300000,
    "loop_seconds": 0.9917705650000244,
    "stack_seconds": 0.6103142120000484,
    "matmul_seconds": 0.02902509800014741
  },
  "peak_rss_bytes": 6724718592,
  "sampled_peak_rss_bytes": 6720053248,
  "environment": {
    "git_sha": "50a98fcba6fc449b91d8fcd8631056d69b6eed07",
    "package_version": "1.192.16",
    "python": "3.11.17",
    "numpy": "2.4.6",
    "sqlite": "3.53.1",
    "sqlalchemy": "2.1.4",
    "pydantic": "2.14.1",
    "platform": "Linux-6.17.0-1022-azure-x86_64-with-glibc2.39",
    "machine": "x86_64",
    "cpu": "AMD EPYC 9V74 80-Core Processor",
    "cpu_count": 2,
    "memory_bytes": 8323964928,
    "load_average_before": [
      1.2265625,
      1.13037109375,
      1.02783203125
    ],
    "load_average_after": [
      1.025390625,
      1.08056640625,
      1.015625
    ],
    "bench_lock": null,
    "config": "config.yaml"
  },
  "error": null,
  "notes": []
},
{
  "spec": {
    "cell_id": "n300000-cold-unfiltered-r2",
    "size": 300000,
    "seed": 20261017,
    "mode": "cold",
    "variant": "unfiltered",
    "store_path": "qlat-s20261017-n300000-g1.db",
    "result_path": "n300000-cold-unfiltered-r2.json",
    "encoder": false,
    "question_offset": 2,
    "questions": 1,
    "budget_seconds": 0.0,
    "min_questions": 5,
    "top_k": 40
  },
  "status": "ok",
  "started_at": "2026-10-18T01:40:28.556102+00:00",
  "finished_at": "2026-10-18T01:42:22.177073+00:00",
  "wall_seconds": 113.62099357900024,
  "import_seconds": 1.4507026910000604,
  "encoder_load_seconds": null,
  "warmup_seconds": null,
  "samples": [
    {
      "question_index": 2,
      "subject_id": null,
      "total_seconds": 110.27877755100008,
      "stages": {
        "setup": 11.74540455899978,
        "embed": 5.010001586924773e-7,
        "sql_fetch": 42.222945641000024,
        "decode": 27.213359067197416,
        "hydrate": 18.83303989080241,
        "filters": 3.696952766999857,
        "source_rows": 1.31800956699999,
        "support_discounts": 0.19872306299976117,
        "scoring": 3.3381701680000333,
        "sort": 0.2771033770000031,
        "collapse": 0.16398403100038195,
        "other": 1.271084919000259
      },
      "rows_read": 300000,
      "embedding_json_bytes": 2527013187,
      "models_hydrated": 300000,
      "candidates_scored": 289831,
      "snapshot_ids_looked_up": 9375,
      "entry_ids_looked_up": 3659,
      "results": 40
    }
  ],
  "cosine_reference": {
    "vectors": 300000,
    "loop_seconds": 1.0015940260000207,
    "stack_seconds": 0.4187099490000037,
    "matmul_seconds": 0.028851005999968038
  },
  "peak_rss_bytes": 6725234688,
  "sampled_peak_rss_bytes": 6672257024,
  "environment": {
    "git_sha": "50a98fcba6fc449b91d8fcd8631056d69b6eed07",
    "package_version": "1.192.16",
    "python": "3.11.17",
    "numpy": "2.4.6",
    "sqlite": "3.53.1",
    "sqlalchemy": "2.1.4",
    "pydantic": "2.14.1",
    "platform": "Linux-6.17.0-1022-azure-x86_64-with-glibc2.39",
    "machine": "x86_64",
    "cpu": "AMD EPYC 9V74 80-Core Processor",
    "cpu_count": 2,
    "memory_bytes": 8323964928,
    "load_average_before": [
      1.025390625,
      1.08056640625,
      1.015625
    ],
    "load_average_after": [
      1.00146484375,
      1.0517578125,
      1.0048828125
    ],
    "bench_lock": null,
    "config": "config.yaml"
  },
  "error": null,
  "notes": []
},
{
  "spec": {
    "cell_id": "n300000-cold-unfiltered-r3",
    "size": 300000,
    "seed": 20261017,
    "mode": "cold",
    "variant": "unfiltered",
    "store_path": "qlat-s20261017-n300000-g1.db",
    "result_path": "n300000-cold-unfiltered-r3.json",
    "encoder": false,
    "question_offset": 3,
    "questions": 1,
    "budget_seconds": 0.0,
    "min_questions": 5,
    "top_k": 40
  },
  "status": "ok",
  "started_at": "2026-10-18T01:42:22.941756+00:00",
  "finished_at": "2026-10-18T01:44:33.616474+00:00",
  "wall_seconds": 130.6747416369999,
  "import_seconds": 3.527289315999951,
  "encoder_load_seconds": null,
  "warmup_seconds": null,
  "samples": [
    {
      "question_index": 3,
      "subject_id": null,
      "total_seconds": 125.09519955300038,
      "stages": {
        "setup": 22.83410747200014,
        "embed": 8.609999895270448e-7,
        "sql_fetch": 45.22169613599999,
        "decode": 27.328505295997275,
        "hydrate": 19.055163335002817,
        "filters": 3.662852150999697,
        "source_rows": 1.93480935100024,
        "support_discounts": 0.20505677399978595,
        "scoring": 3.2576280260000203,
        "sort": 0.277044093999848,
        "collapse": 0.04328418400018563,
        "other": 1.2750518730003932
      },
      "rows_read": 300000,
      "embedding_json_bytes": 2527013187,
      "models_hydrated": 300000,
      "candidates_scored": 289831,
      "snapshot_ids_looked_up": 9375,
      "entry_ids_looked_up": 3659,
      "results": 40
    }
  ],
  "cosine_reference": {
    "vectors": 300000,
    "loop_seconds": 1.0024143679997906,
    "stack_seconds": 0.4787694920000831,
    "matmul_seconds": 0.0337488069999381
  },
  "peak_rss_bytes": 6725292032,
  "sampled_peak_rss_bytes": 6627094528,
  "environment": {
    "git_sha": "50a98fcba6fc449b91d8fcd8631056d69b6eed07",
    "package_version": "1.192.16",
    "python": "3.11.17",
    "numpy": "2.4.6",
    "sqlite": "3.53.1",
    "sqlalchemy": "2.1.4",
    "pydantic": "2.14.1",
    "platform": "Linux-6.17.0-1022-azure-x86_64-with-glibc2.39",
    "machine": "x86_64",
    "cpu": "AMD EPYC 9V74 80-Core Processor",
    "cpu_count": 2,
    "memory_bytes": 8323964928,
    "load_average_before": [
      1.0009765625,
      1.05078125,
      1.00439453125
    ],
    "load_average_after": [
      1.181640625,
      1.07421875,
      1.0146484375
    ],
    "bench_lock": null,
    "config": "config.yaml"
  },
  "error": null,
  "notes": []
},
{
  "spec": {
    "cell_id": "n300000-cold-unfiltered-r4",
    "size": 300000,
    "seed": 20261017,
    "mode": "cold",
    "variant": "unfiltered",
    "store_path": "qlat-s20261017-n300000-g1.db",
    "result_path": "n300000-cold-unfiltered-r4.json",
    "encoder": false,
    "question_offset": 4,
    "questions": 1,
    "budget_seconds": 0.0,
    "min_questions": 5,
    "top_k": 40
  },
  "status": "ok",
  "started_at": "2026-10-18T01:44:34.279219+00:00",
  "finished_at": "2026-10-18T01:46:48.443384+00:00",
  "wall_seconds": 134.1641846110001,
  "import_seconds": 2.678235407000102,
  "encoder_load_seconds": null,
  "warmup_seconds": null,
  "samples": [
    {
      "question_index": 4,
      "subject_id": null,
      "total_seconds": 129.5916857699999,
      "stages": {
        "setup": 20.87500721000015,
        "embed": 1.1309998626529705e-6,
        "sql_fetch": 52.196216253999864,
        "decode": 27.227623494975887,
        "hydrate": 19.054996301024403,
        "filters": 3.699730991999786,
        "source_rows": 1.3902726350002013,
        "support_discounts": 0.20471931100018992,
        "scoring": 3.2225852840001608,
        "sort": 0.30565090499976577,
        "collapse": 0.12943969100024333,
        "other": 1.2854425609993996
      },
      "rows_read": 300000,
      "embedding_json_bytes": 2527013187,
      "models_hydrated": 300000,
      "candidates_scored": 289831,
      "snapshot_ids_looked_up": 9375,
      "entry_ids_looked_up": 3659,
      "results": 40
    }
  ],
  "cosine_reference": {
    "vectors": 300000,
    "loop_seconds": 1.0153303750003033,
    "stack_seconds": 0.4023908749995826,
    "matmul_seconds": 0.02927824500011411
  },
  "peak_rss_bytes": 6724923392,
  "sampled_peak_rss_bytes": 6639083520,
  "environment": {
    "git_sha": "50a98fcba6fc449b91d8fcd8631056d69b6eed07",
    "package_version": "1.192.16",
    "python": "3.11.17",
    "numpy": "2.4.6",
    "sqlite": "3.53.1",
    "sqlalchemy": "2.1.4",
    "pydantic": "2.14.1",
    "platform": "Linux-6.17.0-1022-azure-x86_64-with-glibc2.39",
    "machine": "x86_64",
    "cpu": "AMD EPYC 9V74 80-Core Processor",
    "cpu_count": 2,
    "memory_bytes": 8323964928,
    "load_average_before": [
      1.181640625,
      1.07421875,
      1.0146484375
    ],
    "load_average_after": [
      1.0166015625,
      1.04248046875,
      1.00146484375
    ],
    "bench_lock": null,
    "config": "config.yaml"
  },
  "error": null,
  "notes": []
},
{
  "spec": {
    "cell_id": "n300000-warm-subject",
    "size": 300000,
    "seed": 20261017,
    "mode": "warm",
    "variant": "subject",
    "store_path": "qlat-s20261017-n300000-g1.db",
    "result_path": "n300000-warm-subject.json",
    "encoder": false,
    "question_offset": 5,
    "questions": 50,
    "budget_seconds": 2400.0,
    "min_questions": 5,
    "top_k": 40
  },
  "status": "ok",
  "started_at": "2026-10-18T02:29:42.092167+00:00",
  "finished_at": "2026-10-18T02:31:05.243448+00:00",
  "wall_seconds": 83.15129458199954,
  "import_seconds": 1.0156195680001474,
  "encoder_load_seconds": null,
  "warmup_seconds": 1.5466892350004855,
  "samples": [
    {
      "question_index": 5,
      "subject_id": "d8daf29e-4f23-479f-9131-fdaede18f06f",
      "total_seconds": 1.4574360900005559,
      "stages": {
        "setup": 0.22693797800002358,
        "embed": 1.0710000424296595e-6,
        "sql_fetch": 1.2178748789992824,
        "decode": 0.0015102660008778912,
        "hydrate": 0.00047242499931599014,
        "filters": 0.000028202000066812616,
        "source_rows": 0.0035960650002380135,
        "support_discounts": 7.801999345247168e-6,
        "scoring": 0.000214423000215902,
        "sort": 0.00001896899993880652,
        "collapse": 0.0064479480006411904,
        "other": 0.00032606200056761736
      },
      "rows_read": 13,
      "embedding_json_bytes": 109513,
      "models_hydrated": 13,
      "candidates_scored": 13,
      "snapshot_ids_looked_up": 13,
      "entry_ids_looked_up": 13,
      "results": 13
    },
    {
      "question_index": 6,
      "subject_id": "e4f2d352-aeac-47c8-be7f-e44c31e702aa",
      "total_seconds": 1.45119434299977,
      "stages": {
        "setup": 0.22577519300011772,
        "embed": 1.1820002328022383e-6,
        "sql_fetch": 1.2146557810001468,
        "decode": 0.0011321280007905443,
        "hydrate": 0.00035898199894290883,
        "filters": 0.000028232999284227844,
        "source_rows": 0.003784479000387364,
        "support_discounts": 6.360000043059699e-6,
        "scoring": 0.0001692749992798781,
        "sort": 0.00001662600061536068,
        "collapse": 0.004942206000123406,
        "other": 0.00032389799980592215
      },
      "rows_read": 9,
      "embedding_json_bytes": 75878,
      "models_hydrated": 9,
      "candidates_scored": 8,
      "snapshot_ids_looked_up": 8,
      "entry_ids_looked_up": 8,
      "results": 8
    },
    {
      "question_index": 7,
      "subject_id": "1aa1c74a-b8b9-40b9-b727-31634d48fba3",
      "total_seconds": 1.511771933000091,
      "stages": {
        "setup": 0.2269643019999421,
        "embed": 1.4320003174361773e-6,
        "sql_fetch": 1.2528224369998497,
        "decode": 0.003864228001475567,
        "hydrate": 0.002261132998683024,
        "filters": 0.0000445870000476134,
        "source_rows": 0.007227043000057165,
        "support_discounts": 0.000012900000001536682,
        "scoring": 0.0004186409996691509,
        "sort": 0.00002883400065911701,
        "collapse": 0.0177458319994912,
        "other": 0.0003805639998972765
      },
      "rows_read": 39,
      "embedding_json_bytes": 328535,
      "models_hydrated": 39,
      "candidates_scored": 38,
      "snapshot_ids_looked_up": 38,
      "entry_ids_looked_up": 37,
      "results": 38
    },
    {
      "question_index": 8,
      "subject_id": "7a1fe573-c0bf-44e7-ba6e-a9ce3a8cb560",
      "total_seconds": 3.5258858739998686,
      "stages": {
        "setup": 0.22618509199946857,
        "embed": 7.610005923197605e-7,
        "sql_fetch": 2.5867157389993736,
        "decode": 0.3352922769936413,
        "hydrate": 0.23358380600711826,
        "filters": 0.004045954000503116,
        "source_rows": 0.07206263699936244,
        "support_discounts": 0.0011901259995283908,
        "scoring": 0.03472827299992787,
        "sort": 0.0021222510004008655,
        "collapse": 0.020083209000404167,
        "other": 0.009875748999547795
      },
      "rows_read": 3688,
      "embedding_json_bytes": 31065663,
      "models_hydrated": 3688,
      "candidates_scored": 3548,
      "snapshot_ids_looked_up": 2974,
      "entry_ids_looked_up": 2121,
      "results": 40
    },
    {
      "question_index": 9,
      "subject_id": "cb6211f9-1fef-459f-85c4-a997973e6c25",
      "total_seconds": 1.4509103820000746,
      "stages": {
        "setup": 0.225150367000424,
        "embed": 8.809993232716806e-7,
        "sql_fetch": 1.2187879559996873,
        "decode": 0.0010853899993890082,
        "hydrate": 0.00035261000084574334,
        "filters": 0.000030216000595828518,
        "source_rows": 0.0021355919998313766,
        "support_discounts": 6.840999958512839e-6,
        "scoring": 0.00015568500020890497,
        "sort": 0.000015302999599953182,
        "collapse": 0.002868237000257068,
        "other": 0.00032130399995367043
      },
      "rows_read": 8,
      "embedding_json_bytes": 67377,
      "models_hydrated": 8,
      "candidates_scored": 6,
      "snapshot_ids_looked_up": 6,
      "entry_ids_looked_up": 6,
      "results": 6
    },
    {
      "question_index": 10,
      "subject_id": "18573dc1-26b9-4add-ad80-fe038c4b17d8",
      "total_seconds": 1.4449613369997678,
      "stages": {
        "setup": 0.22576334699988365,
        "embed": 1.1419997463235632e-6,
        "sql_fetch": 1.2137752090002323,
        "decode": 0.0006891690009069862,
        "hydrate": 0.00023436399897036608,
        "filters": 0.00002507800036255503,
        "source_rows": 0.0020592060000126367,
        "support_discounts": 5.558000339078717e-6,
        "scoring": 0.0001338219999524881,
        "sort": 0.000016754999705881346,
        "collapse": 0.0019467869997242815,
        "other": 0.00031089999993128004
      },
      "rows_read": 4,
      "embedding_json_bytes": 33714,
      "models_hydrated": 4,
      "candidates_scored": 4,
      "snapshot_ids_looked_up": 4,
      "entry_ids_looked_up": 4,
      "results": 4
    },
    {
      "question_index": 11,
      "subject_id": "19d9b625-7010-477e-ab93-658e43976d07",
      "total_seconds": 1.4527269919999526,
      "stages": {
        "setup": 0.22688663200005976,
        "embed": 1.1309994079056196e-6,
        "sql_fetch": 1.218186383000102,
        "decode": 0.0010457789994688937,
        "hydrate": 0.00033656700088613434,
        "filters": 0.000024887000108719803,
        "source_rows": 0.0020181249992674566,
        "support_discounts": 7.892000212450512e-6,
        "scoring": 0.00017257000035897363,
        "sort": 0.00001659499957895605,
        "collapse": 0.0037050400005682604,
        "other": 0.00032539099993300624
      },
      "rows_read": 8,
      "embedding_json_bytes": 67378,
      "models_hydrated": 8,
      "candidates_scored": 8,
      "snapshot_ids_looked_up": 8,
      "entry_ids_looked_up": 8,
      "results": 8
    },
    {
      "question_index": 12,
      "subject_id": "902a08aa-c94b-498a-9994-d5614ba55c2d",
      "total_seconds": 1.4490648779992625,
      "stages": {
        "setup": 0.22464548099924286,
        "embed": 5.6100088841049e-7,
        "sql_fetch": 1.220752896000704,
        "decode": 0.0005611359983959119,
        "hydrate": 0.0001870420010163798,
        "filters": 0.00002495800072210841,
        "source_rows": 0.0019197059991711285,
        "support_discounts": 4.646999514079653e-6,
        "scoring": 0.00009928000054060249,
        "sort": 0.000010535999535932206,
        "collapse": 0.0005762990003859159,
        "other": 0.00028233599914528895
      },
      "rows_read": 3,
      "embedding_json_bytes": 25217,
      "models_hydrated": 3,
      "candidates_scored": 1,
      "snapshot_ids_looked_up": 1,
      "entry_ids_looked_up": 1,
      "results": 1
    },
    {
      "question_index": 13,
      "subject_id": "99f5f5e7-9d0b-41b4-809f-6f034c2c105a",
      "total_seconds": 2.5851185479996275,
      "stages": {
        "setup": 0.2258164469994881,
        "embed": 5.609999789157882e-7,
        "sql_fetch": 2.1207733490000464,
        "decode": 0.13662812800339452,
        "hydrate": 0.04538053399664932,
        "filters": 0.0012814840001738048,
        "source_rows": 0.017388852999829396,
        "support_discounts": 0.00036015299974678783,
        "scoring": 0.013916744999733055,
        "sort": 0.0008118450004985789,
        "collapse": 0.018945712999993702,
        "other": 0.003814736000094854
      },
      "rows_read": 1523,
      "embedding_json_bytes": 12829357,
      "models_hydrated": 1523,
      "candidates_scored": 1476,
      "snapshot_ids_looked_up": 1369,
      "entry_ids_looked_up": 1168,
      "results": 40
    },
    {
      "question_index": 14,
      "subject_id": "63ed8a6c-0a73-438f-bbe4-04ffb79a2933",
      "total_seconds": 2.2075653980000425,
      "stages": {
        "setup": 0.22657444100059365,
        "embed": 3.5999983083456755e-7,
        "sql_fetch": 1.8483151410000573,
        "decode": 0.06858156599173526,
        "hydrate": 0.0250015180081391,
        "filters": 0.0005012969995732419,
        "source_rows": 0.010443045000101847,
        "support_discounts": 0.0001724399999147863,
        "scoring": 0.006403870999747596,
        "sort": 0.0004200040002615424,
        "collapse": 0.01931491399955121,
        "other": 0.0018368010005360702
      },
      "rows_read": 718,
      "embedding_json_bytes": 6047829,
      "models_hydrated": 718,
      "candidates_scored": 695,
      "snapshot_ids_looked_up": 665,
      "entry_ids_looked_up": 605,
      "results": 40
    },
    {
      "question_index": 15,
      "subject_id": "6c083c88-55aa-495c-bef9-2886dc019cbd",
      "total_seconds": 1.4508558300003642,
      "stages": {
        "setup": 0.2259281610004109,
        "embed": 7.40999894333072e-7,
        "sql_fetch": 1.2201432909996583,
        "decode": 0.0006031800012351596,
        "hydrate": 0.00015497399999730987,
        "filters": 0.000018817999261955265,
        "source_rows": 0.0020597180000549997,
        "support_discounts": 4.497000190895051e-6,
        "scoring": 0.00012006099950667704,
        "sort": 0.00001237900050909957,
        "collapse": 0.0015277639995474601,
        "other": 0.000282246000097075
      },
      "rows_read": 3,
      "embedding_json_bytes": 25299,
      "models_hydrated": 3,
      "candidates_scored": 3,
      "snapshot_ids_looked_up": 3,
      "entry_ids_looked_up": 3,
      "results": 3
    },
    {
      "question_index": 16,
      "subject_id": "2db1888f-96cf-4037-a39e-671c8c5be9ae",
      "total_seconds": 1.569384809999974,
      "stages": {
        "setup": 0.22702855599982286,
        "embed": 5.609999789157882e-7,
        "sql_fetch": 1.3345729720003874,
        "decode": 0.001031317000524723,
        "hydrate": 0.00036985699898650637,
        "filters": 0.00002160199983336497,
        "source_rows": 0.0020004180005344097,
        "support_discounts": 6.059000043023843e-6,
        "scoring": 0.00016821400004118914,
        "sort": 0.000014320999980554916,
        "collapse": 0.0038803440002084244,
        "other": 0.000290588999632746
      },
      "rows_read": 8,
      "embedding_json_bytes": 67363,
      "models_hydrated": 8,
      "candidates_scored": 8,
      "snapshot_ids_looked_up": 8,
      "entry_ids_looked_up": 8,
      "results": 8
    },
    {
      "question_index": 17,
      "subject_id": "99f5f5e7-9d0b-41b4-809f-6f034c2c105a",
      "total_seconds": 1.7867018770002687,
      "stages": {
        "setup": 0.22715226800028177,
        "embed": 5.009997039451264e-7,
        "sql_fetch": 1.3216570080003294,
        "decode": 0.1370165740063385,
        "hydrate": 0.04527600599340076,
        "filters": 0.0013378180001382134,
        "source_rows": 0.015266209999936109,
        "support_discounts": 0.00033377299951098394,
        "scoring": 0.01367540100000042,
        "sort": 0.0008277480001197546,
        "collapse": 0.020318758000030357,
        "other": 0.0038398120004785596
      },
      "rows_read": 1523,
      "embedding_json_bytes": 12829357,
      "models_hydrated": 1523,
      "candidates_scored": 1476,
      "snapshot_ids_looked_up": 1369,
      "entry_ids_looked_up": 1168,
      "results": 40
    },
    {
      "question_index": 18,
      "subject_id": "4c1216ac-5232-4740-b094-4fcabc056fc7",
      "total_seconds": 1.4497173079998902,
      "stages": {
        "setup": 0.22469051000007312,
        "embed": 3.4000004234258085e-7,
        "sql_fetch": 1.216063206000399,
        "decode": 0.0012640169998121564,
        "hydrate": 0.00043785999969259137,
        "filters": 0.000023825999960536137,
        "source_rows": 0.002143773999705445,
        "support_discounts": 6.529999154736288e-6,
        "scoring": 0.00018413700036035152,
        "sort": 0.000015513999642280396,
        "collapse": 0.004585657999996329,
        "other": 0.0003019360010512173
      },
      "rows_read": 10,
      "embedding_json_bytes": 84167,
      "models_hydrated": 10,
      "candidates_scored": 10,
      "snapshot_ids_looked_up": 10,
      "entry_ids_looked_up": 10,
      "results": 10
    },
    {
      "question_index": 19,
      "subject_id": "24948731-48b4-42b7-b6fa-785ae1d35157",
      "total_seconds": 1.4558532649998597,
      "stages": {
        "setup": 0.2255737270006648,
        "embed": 4.90999809699133e-7,
        "sql_fetch": 1.2180759370003216,
        "decode": 0.0015539740006715874,
        "hydrate": 0.00047752099908393575,
        "filters": 0.000025409000045328867,
        "source_rows": 0.0023050170002534287,
        "support_discounts": 6.911000127729494e-6,
        "scoring": 0.00022097300006862497,
        "sort": 0.000016504999621247407,
        "collapse": 0.0073067530001935665,
        "other": 0.00029004699899815023
      },
      "rows_read": 14,
      "embedding_json_bytes": 117907,
      "models_hydrated": 14,
      "candidates_scored": 14,
      "snapshot_ids_looked_up": 14,
      "entry_ids_looked_up": 14,
      "results": 14
    },
    {
      "question_index": 20,
      "subject_id": "209caa8f-961f-4155-8bc8-03b74b5d1059",
      "total_seconds": 1.440752763999626,
      "stages": {
        "setup": 0.22488736099967355,
        "embed": 3.699997250805609e-7,
        "sql_fetch": 1.2125667570007863,
        "decode": 0.00038452999979199376,
        "hydrate": 0.00010044099963124609,
        "filters": 0.00001670500023465138,
        "source_rows": 0.0018408269997962634,
        "support_discounts": 4.376000106276479e-6,
        "scoring": 0.00009752799996931572,
        "sort": 0.000010245000339637045,
        "collapse": 0.0005558889997701044,
        "other": 0.0002877349998016143
      },
      "rows_read": 1,
      "embedding_json_bytes": 8406,
      "models_hydrated": 1,
      "candidates_scored": 1,
      "snapshot_ids_looked_up": 1,
      "entry_ids_looked_up": 1,
      "results": 1
    },
    {
      "question_index": 21,
      "subject_id": "1a3d96b1-1f70-4cbf-9c85-c7f9b558e4ee",
      "total_seconds": 1.4530684639994433,
      "stages": {
        "setup": 0.22585389999949257,
        "embed": 5.100000635138713e-7,
        "sql_fetch": 1.2168466830007674,
        "decode": 0.0014736940001967014,
        "hydrate": 0.00045837099878554,
        "filters": 0.000025598999854992144,
        "source_rows": 0.0020797470006073127,
        "support_discounts": 6.569999641214963e-6,
        "scoring": 0.00021331200059648836,
        "sort": 0.00001626499943085946,
        "collapse": 0.0058013520001622965,
        "other": 0.0002924609998444794
      },
      "rows_read": 13,
      "embedding_json_bytes": 109485,
      "models_hydrated": 13,
      "candidates_scored": 13,
      "snapshot_ids_looked_up": 13,
      "entry_ids_looked_up": 13,
      "results": 13
    },
    {
      "question_index": 22,
      "subject_id": "3b9997a2-1a87-43d0-a0dc-0741f3dd9782",
      "total_seconds": 1.5946011730002283,
      "stages": {
        "setup": 0.2287175040000875,
        "embed": 4.799994712811895e-7,
        "sql_fetch": 1.3594895329997598,
        "decode": 0.0008537269995940733,
        "hydrate": 0.0003009950005434803,
        "filters": 0.00002428599964332534,
        "source_rows": 0.001956652000444592,
        "support_discounts": 5.988999873807188e-6,
        "scoring": 0.00014987600025051506,
        "sort": 0.00001349099966319045,
        "collapse": 0.002790630000163219,
        "other": 0.00029801000073348405
      },
      "rows_read": 6,
      "embedding_json_bytes": 50552,
      "models_hydrated": 6,
      "candidates_scored": 6,
      "snapshot_ids_looked_up": 6,
      "entry_ids_looked_up": 6,
      "results": 6
    },
    {
      "question_index": 23,
      "subject_id": "5dc7efb2-ce74-45df-8457-d9c2138411c3",
      "total_seconds": 1.5593855890001578,
      "stages": {
        "setup": 0.22629224800039083,
        "embed": 3.499999365885742e-7,
        "sql_fetch": 1.3289556390000143,
        "decode": 0.00046805499914626125,
        "hydrate": 0.0001577990005898755,
        "filters": 0.000054832999921927694,
        "source_rows": 0.002011995999964711,
        "support_discounts": 4.866999915975612e-6,
        "scoring": 0.00011378199997125193,
        "sort": 0.000011557000107131898,
        "collapse": 0.0010464490005688276,
        "other": 0.0002680139996300568
      },
      "rows_read": 2,
      "embedding_json_bytes": 16851,
      "models_hydrated": 2,
      "candidates_scored": 2,
      "snapshot_ids_looked_up": 2,
      "entry_ids_looked_up": 2,
      "results": 2
    },
    {
      "question_index": 24,
      "subject_id": "74f1f974-abe9-42eb-a189-0103fa9846d9",
      "total_seconds": 1.4541498099997625,
      "stages": {
        "setup": 0.2253874050002196,
        "embed": 3.909999577444978e-7,
        "sql_fetch": 1.2214097120004226,
        "decode": 0.001052185999469657,
        "hydrate": 0.00035168199974577874,
        "filters": 0.00002773200048977742,
        "source_rows": 0.0020841139994445257,
        "support_discounts": 5.227999281487428e-6,
        "scoring": 0.00016907500048546353,
        "sort": 0.000013791000128549058,
        "collapse": 0.00337476099957712,
        "other": 0.00027373300054023275
      },
      "rows_read": 8,
      "embedding_json_bytes": 67376,
      "models_hydrated": 8,
      "candidates_scored": 7,
      "snapshot_ids_looked_up": 7,
      "entry_ids_looked_up": 7,
      "results": 7
    },
    {
      "question_index": 25,
      "subject_id": "085347c3-1cb9-4bfb-871c-393744324c93",
      "total_seconds": 1.6816814909998357,
      "stages": {
        "setup": 0.2274640420000651,
        "embed": 4.900002750218846e-7,
        "sql_fetch": 1.4090960080002333,
        "decode": 0.015588200004458486,
        "hydrate": 0.005178267994779162,
        "filters": 0.00010288500016031321,
        "source_rows": 0.0038728130002709804,
        "support_discounts": 0.00003290000040578889,
        "scoring": 0.001427423999302846,
        "sort": 0.00008274400079244515,
        "collapse": 0.018249291999381967,
        "other": 0.0005864249997102888
      },
      "rows_read": 157,
      "embedding_json_bytes": 1322312,
      "models_hydrated": 157,
      "candidates_scored": 152,
      "snapshot_ids_looked_up": 151,
      "entry_ids_looked_up": 151,
      "results": 40
    },
    {
      "question_index": 26,
      "subject_id": "32f3400d-c96d-4ab0-b9c5-d13f6cdfb6f6",
      "total_seconds": 1.450588087000142,
      "stages": {
        "setup": 0.2257374360005997,
        "embed": 5.009997039451264e-7,
        "sql_fetch": 1.2152064860001701,
        "decode": 0.0012851050005338038,
        "hydrate": 0.000442546998783655,
        "filters": 0.00002547799977037357,
        "source_rows": 0.0020209439999234746,
        "support_discounts": 6.450000000768341e-6,
        "scoring": 0.0001843879999796627,
        "sort": 0.000014721999832545407,
        "collapse": 0.005363708000004408,
        "other": 0.00030032200083951466
      },
      "rows_read": 10,
      "embedding_json_bytes": 84201,
      "models_hydrated": 10,
      "candidates_scored": 10,
      "snapshot_ids_looked_up": 10,
      "entry_ids_looked_up": 10,
      "results": 10
    },
    {
      "question_index": 27,
      "subject_id": "b07abcbd-5c64-4f64-a69f-9492c428a1ee",
      "total_seconds": 1.50785402099973,
      "stages": {
        "setup": 0.22479152200048702,
        "embed": 5.209994924371131e-7,
        "sql_fetch": 1.2526206539996565,
        "decode": 0.005686079002771294,
        "hydrate": 0.0021837429976585554,
        "filters": 0.000054181999985303264,
        "source_rows": 0.0027522919999682927,
        "support_discounts": 0.00001391099976899568,
        "scoring": 0.000597150999965379,
        "sort": 0.000035011999898415525,
        "collapse": 0.01870596100070543,
        "other": 0.00041299299937236356
      },
      "rows_read": 61,
      "embedding_json_bytes": 513673,
      "models_hydrated": 61,
      "candidates_scored": 58,
      "snapshot_ids_looked_up": 57,
      "entry_ids_looked_up": 56,
      "results": 40
    },
    {
      "question_index": 28,
      "subject_id": "2fc830b0-9fdf-4c7c-8735-4932a4821f30",
      "total_seconds": 1.5620584150001378,
      "stages": {
        "setup": 0.22462260100019193,
        "embed": 4.2099964048247784e-7,
        "sql_fetch": 1.2811765039996317,
        "decode": 0.016316752997227013,
        "hydrate": 0.005259246002424334,
        "filters": 0.00012672100001509534,
        "source_rows": 0.0046980930001154775,
        "support_discounts": 0.00003599400042730849,
        "scoring": 0.001617209999494662,
        "sort": 0.00010607000058371341,
        "collapse": 0.027425966000009794,
        "other": 0.0006728360003762646
      },
      "rows_read": 180,
      "embedding_json_bytes": 1516146,
      "models_hydrated": 180,
      "candidates_scored": 172,
      "snapshot_ids_looked_up": 169,
      "entry_ids_looked_up": 166,
      "results": 40
    },
    {
      "question_index": 29,
      "subject_id": "d733dfe3-2b5a-4dd5-a32b-3081b2a6c4bd",
      "total_seconds": 3.2681262429996423,
      "stages": {
        "setup": 0.22514182499980961,
        "embed": 4.799994712811895e-7,
        "sql_fetch": 2.6356486519998725,
        "decode": 0.1895927769728587,
        "hydrate": 0.14976711402687215,
        "filters": 0.0018286690001332317,
        "source_rows": 0.020854872000199975,
        "support_discounts": 0.0005248219995337422,
        "scoring": 0.018919602000096347,
        "sort": 0.0011329700000715093,
        "collapse": 0.019334534000336134,
        "other": 0.005379926000387059
      },
      "rows_read": 2111,
      "embedding_json_bytes": 17781677,
      "models_hydrated": 2111,
      "candidates_scored": 2042,
      "snapshot_ids_looked_up": 1817,
      "entry_ids_looked_up": 1487,
      "results": 40
    },
    {
      "question_index": 30,
      "subject_id": "88db51c5-16d0-4a5e-a908-3aee22c6b17c",
      "total_seconds": 1.4567505929999243,
      "stages": {
        "setup": 0.2293088300002637,
        "embed": 5.109995981911197e-7,
        "sql_fetch": 1.216855011000007,
        "decode": 0.0015434570004799752,
        "hydrate": 0.000540767999154923,
        "filters": 0.000029634000384248793,
        "source_rows": 0.0020697929994639708,
        "support_discounts": 7.280999852810055e-6,
        "scoring": 0.0002335520002816338,
        "sort": 0.000017196000044350512,
        "collapse": 0.005829564999658032,
        "other": 0.00031499500073550735
      },
      "rows_read": 14,
      "embedding_json_bytes": 117923,
      "models_hydrated": 14,
      "candidates_scored": 13,
      "snapshot_ids_looked_up": 13,
      "entry_ids_looked_up": 13,
      "results": 13
    },
    {
      "question_index": 31,
      "subject_id": "c7d6f743-5337-4422-9c9e-4705a709b79d",
      "total_seconds": 1.4530181809996066,
      "stages": {
        "setup": 0.22605081499932567,
        "embed": 5.010006134398282e-7,
        "sql_fetch": 1.218709120999847,
        "decode": 0.0010392370004410623,
        "hydrate": 0.0003138049996778136,
        "filters": 0.000023595000129716936,
        "source_rows": 0.0020210889997542836,
        "support_discounts": 5.62799959880067e-6,
        "scoring": 0.00016631100061204052,
        "sort": 0.00001377099943056237,
        "collapse": 0.004387164000036137,
        "other": 0.00028714400013996055
      },
      "rows_read": 8,
      "embedding_json_bytes": 67422,
      "models_hydrated": 8,
      "candidates_scored": 8,
      "snapshot_ids_looked_up": 8,
      "entry_ids_looked_up": 8,
      "results": 8
    },
    {
      "question_index": 32,
      "subject_id": "0aff3b90-6a54-4083-a95f-48b2303c25fb",
      "total_seconds": 1.4701053759999922,
      "stages": {
        "setup": 0.2253156430006129,
        "embed": 5.000001692678779e-7,
        "sql_fetch": 1.2358471730003657,
        "decode": 0.001405017998877156,
        "hydrate": 0.0004907260008621961,
        "filters": 0.00002934500025730813,
        "source_rows": 0.001972045000002254,
        "support_discounts": 6.199999916134402e-6,
        "scoring": 0.00018270500004291534,
        "sort": 0.000015573999917251058,
        "collapse": 0.004554756000288762,
        "other": 0.00028569099868036574
      },
      "rows_read": 12,
      "embedding_json_bytes": 101124,
      "models_hydrated": 12,
      "candidates_scored": 10,
      "snapshot_ids_looked_up": 10,
      "entry_ids_looked_up": 10,
      "results": 10
    },
    {
      "question_index": 33,
      "subject_id": "2989852c-de2c-4f00-9dbb-2a61a12d1cc6",
      "total_seconds": 1.4414713239993944,
      "stages": {
        "setup": 0.22500777299956098,
        "embed": 4.910007191938348e-7,
        "sql_fetch": 1.2098975449998761,
        "decode": 0.000647538001430803,
        "hydrate": 0.00024625099922559457,
        "filters": 0.000019219000023440458,
        "source_rows": 0.0019253139998909319,
        "support_discounts": 5.087999852548819e-6,
        "scoring": 0.00012623100064956816,
        "sort": 0.000012227999832248315,
        "collapse": 0.003288361000159057,
        "other": 0.00029528499817388365
      },
      "rows_read": 4,
      "embedding_json_bytes": 33720,
      "models_hydrated": 4,
      "candidates_scored": 4,
      "snapshot_ids_looked_up": 4,
      "entry_ids_looked_up": 4,
      "results": 4
    },
    {
      "question_index": 34,
      "subject_id": "2f2e5058-6e74-46cf-ac30-262d5ad4f02b",
      "total_seconds": 1.4567512560006435,
      "stages": {
        "setup": 0.22630093499992654,
        "embed": 6.110003596404567e-7,
        "sql_fetch": 1.221081406999474,
        "decode": 0.0013202219997765496,
        "hydrate": 0.0004167280003457563,
        "filters": 0.00002036099976976402,
        "source_rows": 0.0021455270007209037,
        "support_discounts": 5.918999704590533e-6,
        "scoring": 0.00019099800010735635,
        "sort": 0.0000157430004037451,
        "collapse": 0.004962596999575908,
        "other": 0.0002902080004787422
      },
      "rows_read": 11,
      "embedding_json_bytes": 92640,
      "models_hydrated": 11,
      "candidates_scored": 11,
      "snapshot_ids_looked_up": 11,
      "entry_ids_looked_up": 11,
      "results": 11
    },
    {
      "question_index": 35,
      "subject_id": "a57834c8-4df3-44bb-8a82-a14054180e0c",
      "total_seconds": 1.468378415999723,
      "stages": {
        "setup": 0.22563681199972052,
        "embed": 5.109995981911197e-7,
        "sql_fetch": 1.2197277949999261,
        "decode": 0.003353952002726146,
        "hydrate": 0.0012142189971200423,
        "filters": 0.00004004099992016563,
        "source_rows": 0.002469244999701914,
        "support_discounts": 0.000010556000233918894,
        "scoring": 0.00037995300044713076,
        "sort": 0.00002397599928372074,
        "collapse": 0.015187662000244018,
        "other": 0.00033369400080118794
      },
      "rows_read": 34,
      "embedding_json_bytes": 286556,
      "models_hydrated": 34,
      "candidates_scored": 33,
      "snapshot_ids_looked_up": 33,
      "entry_ids_looked_up": 32,
      "results": 33
    },
    {
      "question_index": 36,
      "subject_id": "b3b54b89-9906-4b53-b744-ac7c121012a8",
      "total_seconds": 1.4320724270000937,
      "stages": {
        "setup": 0.22482557500006806,
        "embed": 5.199999577598646e-7,
        "sql_fetch": 1.2032635929999742,
        "decode": 0.0005043809997005155,
        "hydrate": 0.00014042200018593576,
        "filters": 0.000021302000277501065,
        "source_rows": 0.00184843799979717,
        "support_discounts": 5.067000529379584e-6,
        "scoring": 0.00012016199980280362,
        "sort": 0.000012407999747665599,
        "collapse": 0.0010515869998926064,
        "other": 0.0002789720001601381
      },
      "rows_read": 2,
      "embedding_json_bytes": 16867,
      "models_hydrated": 2,
      "candidates_scored": 2,
      "snapshot_ids_looked_up": 2,
      "entry_ids_looked_up": 2,
      "results": 2
    },
    {
      "question_index": 37,
      "subject_id": "401bc6a2-5e11-4fed-ba7b-977b604f50af",
      "total_seconds": 1.4544749780006896,
      "stages": {
        "setup": 0.2284266970000317,
        "embed": 6.710006346111186e-7,
        "sql_fetch": 1.210618336999687,
        "decode": 0.002387726000051771,
        "hydrate": 0.0007914360003269394,
        "filters": 0.00003740600004675798,
        "source_rows": 0.0023317679997489904,
        "support_discounts": 9.383999895362649e-6,
        "scoring": 0.0002783899999485584,
        "sort": 0.000019780000002356246,
        "collapse": 0.009269765000681218,
        "other": 0.00030361799963429803
      },
      "rows_read": 23,
      "embedding_json_bytes": 193703,
      "models_hydrated": 23,
      "candidates_scored": 21,
      "snapshot_ids_looked_up": 21,
      "entry_ids_looked_up": 21,
      "results": 21
    },
    {
      "question_index": 38,
      "subject_id": "80e33baf-6efb-451b-ba57-2e70e85cefae",
      "total_seconds": 1.454266779000136,
      "stages": {
        "setup": 0.2255036080005084,
        "embed": 5.609999789157882e-7,
        "sql_fetch": 1.2136994049997156,
        "decode": 0.0022959430016271654,
        "hydrate": 0.0007502719990952755,
        "filters": 0.00003285000002506422,
        "source_rows": 0.0021431329996630666,
        "support_discounts": 7.4809995567193255e-6,
        "scoring": 0.0002781100001811865,
        "sort": 0.000020030000086990185,
        "collapse": 0.00922980399991502,
        "other": 0.00030558199978258926
      },
      "rows_read": 22,
      "embedding_json_bytes": 185218,
      "models_hydrated": 22,
      "candidates_scored": 21,
      "snapshot_ids_looked_up": 21,
      "entry_ids_looked_up": 21,
      "results": 21
    },
    {
      "question_index": 39,
      "subject_id": "1b17298e-3020-4ba7-8a95-16c6f84c6ca6",
      "total_seconds": 1.448561040999266,
      "stages": {
        "setup": 0.22465157299939165,
        "embed": 3.7000063457526267e-7,
        "sql_fetch": 1.216796417000296,
        "decode": 0.0008309230006489088,
        "hydrate": 0.00024687299901415827,
        "filters": 0.000022885000362293795,
        "source_rows": 0.0020658359999288223,
        "support_discounts": 5.107999641040806e-6,
        "scoring": 0.00013643500005855458,
        "sort": 0.000013451000086206477,
        "collapse": 0.0035170060000382364,
        "other": 0.0002741639991654665
      },
      "rows_read": 6,
      "embedding_json_bytes": 50513,
      "models_hydrated": 6,
      "candidates_scored": 5,
      "snapshot_ids_looked_up": 5,
      "entry_ids_looked_up": 5,
      "results": 5
    },
    {
      "question_index": 40,
      "subject_id": "4499096c-7fe7-4e2b-a4d4-3f95af7a62f4",
      "total_seconds": 1.43948219899994,
      "stages": {
        "setup": 0.22882907500024885,
        "embed": 5.510000846697949e-7,
        "sql_fetch": 1.2045714180003415,
        "decode": 0.0008032340001591365,
        "hydrate": 0.00026643099954526406,
        "filters": 0.000026400000024295878,
        "source_rows": 0.0019038320006075082,
        "support_discounts": 4.7969997467589565e-6,
        "scoring": 0.00012794299982488155,
        "sort": 0.000012909999895782676,
        "collapse": 0.0026547249999566702,
        "other": 0.00028088299950468354
      },
      "rows_read": 5,
      "embedding_json_bytes": 42186,
      "models_hydrated": 5,
      "candidates_scored": 4,
      "snapshot_ids_looked_up": 4,
      "entry_ids_looked_up": 4,
      "results": 4
    },
    {
      "question_index": 41,
      "subject_id": "fad0a7c2-51ba-474c-ab61-fb9d1b95f41e",
      "total_seconds": 1.4428699649997725,
      "stages": {
        "setup": 0.22855612900002598,
        "embed": 5.709998731617816e-7,
        "sql_fetch": 1.2096017280000524,
        "decode": 0.0006028589996276423,
        "hydrate": 0.0001986700008274056,
        "filters": 0.000021943000319879502,
        "source_rows": 0.0019275379991086083,
        "support_discounts": 4.726999577542301e-6,
        "scoring": 0.00011952000022574794,
        "sort": 0.000011977999747614376,
        "collapse": 0.0015399740004795603,
        "other": 0.00028432799990696367
      },
      "rows_read": 3,
      "embedding_json_bytes": 25301,
      "models_hydrated": 3,
      "candidates_scored": 3,
      "snapshot_ids_looked_up": 3,
      "entry_ids_looked_up": 3,
      "results": 3
    },
    {
      "question_index": 42,
      "subject_id": "8d9fa5b3-0cb2-4685-818f-b108867e564f",
      "total_seconds": 1.5248432939997656,
      "stages": {
        "setup": 0.22916838600031042,
        "embed": 3.8100006349850446e-7,
        "sql_fetch": 1.289910241999678,
        "decode": 0.0007498900004065945,
        "hydrate": 0.00026551099927019095,
        "filters": 0.000022604000150749926,
        "source_rows": 0.0019351500004631816,
        "support_discounts": 5.408000106399413e-6,
        "scoring": 0.00013558499995269813,
        "sort": 0.000012258000424480997,
        "collapse": 0.0023600710001119296,
        "other": 0.00027780799882748397
      },
      "rows_read": 5,
      "embedding_json_bytes": 42036,
      "models_hydrated": 5,
      "candidates_scored": 5,
      "snapshot_ids_looked_up": 5,
      "entry_ids_looked_up": 5,
      "results": 5
    },
    {
      "question_index": 43,
      "subject_id": "8019e887-36a1-470d-ab25-6119db622510",
      "total_seconds": 1.4376592279995748,
      "stages": {
        "setup": 0.22866080299991154,
        "embed": 5.009997039451264e-7,
        "sql_fetch": 1.2057402990003538,
        "decode": 0.0003845510000246577,
        "hydrate": 0.00010098199982166989,
        "filters": 0.000018797999473463278,
        "source_rows": 0.0018034510003417381,
        "support_discounts": 4.015999365947209e-6,
        "scoring": 0.00009664600020187208,
        "sort": 0.000011046000508940779,
        "collapse": 0.0005513520000022254,
        "other": 0.00028678299986495404
      },
      "rows_read": 1,
      "embedding_json_bytes": 8406,
      "models_hydrated": 1,
      "candidates_scored": 1,
      "snapshot_ids_looked_up": 1,
      "entry_ids_looked_up": 1,
      "results": 1
    },
    {
      "question_index": 44,
      "subject_id": "d50acdd4-aa29-4bf6-89a8-c8e021bb6ce3",
      "total_seconds": 2.034148196999922,
      "stages": {
        "setup": 0.22623330199985503,
        "embed": 5.909996616537683e-7,
        "sql_fetch": 1.6105221170000732,
        "decode": 0.1117655110283522,
        "hydrate": 0.03804436897189589,
        "filters": 0.0009359919995404198,
        "source_rows": 0.013227095000729605,
        "support_discounts": 0.0003014639996763435,
        "scoring": 0.010783638000248175,
        "sort": 0.0006554890005645575,
        "collapse": 0.018574696999166918,
        "other": 0.0031039320001582382
      },
      "rows_read": 1229,
      "embedding_json_bytes": 10351946,
      "models_hydrated": 1229,
      "candidates_scored": 1183,
      "snapshot_ids_looked_up": 1118,
      "entry_ids_looked_up": 977,
      "results": 40
    },
    {
      "question_index": 45,
      "subject_id": "67959569-cd12-4748-bb3b-4ac90a5db0f3",
      "total_seconds": 1.4406838919994698,
      "stages": {
        "setup": 0.22618521000003966,
        "embed": 4.099993020645343e-7,
        "sql_fetch": 1.2086367800002336,
        "decode": 0.0007788650000293273,
        "hydrate": 0.00025186899983964395,
        "filters": 0.000021902999833400827,
        "source_rows": 0.0019243229999119649,
        "support_discounts": 5.45900002180133e-6,
        "scoring": 0.0001374769999529235,
        "sort": 0.000013690999367099721,
        "collapse": 0.0024253990004581283,
        "other": 0.00030250600048020715
      },
      "rows_read": 5,
      "embedding_json_bytes": 42138,
      "models_hydrated": 5,
      "candidates_scored": 5,
      "snapshot_ids_looked_up": 5,
      "entry_ids_looked_up": 5,
      "results": 5
    },
    {
      "question_index": 46,
      "subject_id": "54b9cfd7-ed99-40d8-8c1b-bd43e07170de",
      "total_seconds": 1.4384811079999054,
      "stages": {
        "setup": 0.2271759129998827,
        "embed": 5.109995981911197e-7,
        "sql_fetch": 1.2048164760008149,
        "decode": 0.0007724349979980616,
        "hydrate": 0.00024476900125591783,
        "filters": 0.00002027099981205538,
        "source_rows": 0.0019174219996784814,
        "support_discounts": 5.167000381334219e-6,
        "scoring": 0.000138639999931911,
        "sort": 0.000012998999409319367,
        "collapse": 0.0030860260003464646,
        "other": 0.00029047900079604005
      },
      "rows_read": 5,
      "embedding_json_bytes": 42102,
      "models_hydrated": 5,
      "candidates_scored": 5,
      "snapshot_ids_looked_up": 5,
      "entry_ids_looked_up": 5,
      "results": 5
    },
    {
      "question_index": 47,
      "subject_id": "fe049bd8-7275-415e-93dd-79117d181583",
      "total_seconds": 1.536176605000037,
      "stages": {
        "setup": 0.2271950120002657,
        "embed": 4.2099964048247784e-7,
        "sql_fetch": 1.2635190159999183,
        "decode": 0.01595257599819888,
        "hydrate": 0.005652648002069327,
        "filters": 0.00011619599990808638,
        "source_rows": 0.00402607399973931,
        "support_discounts": 0.00003426199964451371,
        "scoring": 0.0016295280001941137,
        "sort": 0.00009590499939804431,
        "collapse": 0.017349905000628496,
        "other": 0.0006050620004316443
      },
      "rows_read": 176,
      "embedding_json_bytes": 1482653,
      "models_hydrated": 176,
      "candidates_scored": 175,
      "snapshot_ids_looked_up": 175,
      "entry_ids_looked_up": 170,
      "results": 40
    },
    {
      "question_index": 48,
      "subject_id": "d411814b-0edd-4df1-b338-001a28392096",
      "total_seconds": 1.4754211529998429,
      "stages": {
        "setup": 0.2337522589996297,
        "embed": 5.009997039451264e-7,
        "sql_fetch": 1.2175176379996628,
        "decode": 0.0037366970000221045,
        "hydrate": 0.0013533520004784805,
        "filters": 0.00004625000019586878,
        "source_rows": 0.0024935020001066732,
        "support_discounts": 0.000011346999599481933,
        "scoring": 0.00043024900060117943,
        "sort": 0.000026449999495525844,
        "collapse": 0.015699114000199188,
        "other": 0.0003537940001479001
      },
      "rows_read": 38,
      "embedding_json_bytes": 320259,
      "models_hydrated": 38,
      "candidates_scored": 36,
      "snapshot_ids_looked_up": 35,
      "entry_ids_looked_up": 35,
      "results": 36
    },
    {
      "question_index": 49,
      "subject_id": "255e95c7-2316-46c5-9251-7b96aa0792ac",
      "total_seconds": 1.435680587999741,
      "stages": {
        "setup": 0.22720052499971644,
        "embed": 4.4000080379191786e-7,
        "sql_fetch": 1.2020223710005666,
        "decode": 0.0008064180001383647,
        "hydrate": 0.00024716200005059363,
        "filters": 0.00001854799938882934,
        "source_rows": 0.002598250000119151,
        "support_discounts": 5.337999937182758e-6,
        "scoring": 0.0001381980000587646,
        "sort": 0.000012209000487928279,
        "collapse": 0.0023359540000456036,
        "other": 0.000295174998427683
      },
      "rows_read": 5,
      "embedding_json_bytes": 42127,
      "models_hydrated": 5,
      "candidates_scored": 5,
      "snapshot_ids_looked_up": 5,
      "entry_ids_looked_up": 5,
      "results": 5
    },
    {
      "question_index": 50,
      "subject_id": "4923845a-b58b-4305-90cf-6b11d26d63a3",
      "total_seconds": 1.4967108310002004,
      "stages": {
        "setup": 0.22380516700013686,
        "embed": 5.510000846697949e-7,
        "sql_fetch": 1.2382893949998106,
        "decode": 0.008113881001008849,
        "hydrate": 0.002679722998436773,
        "filters": 0.00007313000060094055,
        "source_rows": 0.003096991999882448,
        "support_discounts": 0.000020340999981272034,
        "scoring": 0.0008576239997637458,
        "sort": 0.00005023599987907801,
        "collapse": 0.019282784999631986,
        "other": 0.00044100600098317955
      },
      "rows_read": 88,
      "embedding_json_bytes": 741090,
      "models_hydrated": 88,
      "candidates_scored": 85,
      "snapshot_ids_looked_up": 84,
      "entry_ids_looked_up": 84,
      "results": 40
    },
    {
      "question_index": 51,
      "subject_id": "be08bbc1-6bd8-4d03-b40f-221dd46223a6",
      "total_seconds": 1.4433166779999738,
      "stages": {
        "setup": 0.22473682799954986,
        "embed": 5.110005076858215e-7,
        "sql_fetch": 1.2093195300003572,
        "decode": 0.0012737910001305863,
        "hydrate": 0.0004068039997946471,
        "filters": 0.000024306999875989277,
        "source_rows": 0.0020308940001996234,
        "support_discounts": 7.18100000085542e-6,
        "scoring": 0.00021375200049078558,
        "sort": 0.0000156639998749597,
        "collapse": 0.004998551000426232,
        "other": 0.000288864998765348
      },
      "rows_read": 11,
      "embedding_json_bytes": 92676,
      "models_hydrated": 11,
      "candidates_scored": 11,
      "snapshot_ids_looked_up": 11,
      "entry_ids_looked_up": 11,
      "results": 11
    },
    {
      "question_index": 52,
      "subject_id": "a264b1b8-5c57-4a5e-91f3-d6f05e4fbc57",
      "total_seconds": 1.433857464000539,
      "stages": {
        "setup": 0.22503407600015635,
        "embed": 5.009997039451264e-7,
        "sql_fetch": 1.2036319770004411,
        "decode": 0.0006456529999923077,
        "hydrate": 0.00023716799933026778,
        "filters": 0.00002154300000256626,
        "source_rows": 0.0019142380006087478,
        "support_discounts": 5.156999577593524e-6,
        "scoring": 0.0001435170006516273,
        "sort": 0.000012669000170717482,
        "collapse": 0.0018917739998869365,
        "other": 0.00031919100001687184
      },
      "rows_read": 4,
      "embedding_json_bytes": 33757,
      "models_hydrated": 4,
      "candidates_scored": 4,
      "snapshot_ids_looked_up": 4,
      "entry_ids_looked_up": 4,
      "results": 4
    },
    {
      "question_index": 53,
      "subject_id": "a92cdeef-579b-4cc8-abe0-9bad0c9b8bc5",
      "total_seconds": 1.434248943000057,
      "stages": {
        "setup": 0.22516227699998126,
        "embed": 5.310002961778082e-7,
        "sql_fetch": 1.2044880179992106,
        "decode": 0.0005634510016534477,
        "hydrate": 0.00018369599911238765,
        "filters": 0.000021001999812142458,
        "source_rows": 0.0019323250007801107,
        "support_discounts": 4.6770001063123345e-6,
        "scoring": 0.00011907000043720473,
        "sort": 0.00001238899949385086,
        "collapse": 0.001488855999923544,
        "other": 0.00027265099924989045
      },
      "rows_read": 3,
      "embedding_json_bytes": 25319,
      "models_hydrated": 3,
      "candidates_scored": 3,
      "snapshot_ids_looked_up": 3,
      "entry_ids_looked_up": 3,
      "results": 3
    },
    {
      "question_index": 54,
      "subject_id": "c90bc3a4-97e4-4785-89e2-50f0ab6225bf",
      "total_seconds": 1.6650519779996102,
      "stages": {
        "setup": 0.2258009850002054,
        "embed": 3.710001692525111e-7,
        "sql_fetch": 1.3592082280001705,
        "decode": 0.03788870600419614,
        "hydrate": 0.012284356996133283,
        "filters": 0.00031944199963618303,
        "source_rows": 0.006367036000483495,
        "support_discounts": 0.00009561399929225445,
        "scoring": 0.003693583000313083,
        "sort": 0.00021874000049137976,
        "collapse": 0.0180727549995936,
        "other": 0.001102160998925683
      },
      "rows_read": 424,
      "embedding_json_bytes": 3571386,
      "models_hydrated": 424,
      "candidates_scored": 411,
      "snapshot_ids_looked_up": 399,
      "entry_ids_looked_up": 384,
      "results": 40
    }
  ],
  "cosine_reference": {
    "vectors": 424,
    "loop_seconds": 0.0013431059996946715,
    "stack_seconds": 0.00020350700015114853,
    "matmul_seconds": 0.0001493359995947685
  },
  "peak_rss_bytes": 330149888,
  "sampled_peak_rss_bytes": 208248832,
  "environment": {
    "git_sha": "50a98fcba6fc449b91d8fcd8631056d69b6eed07",
    "package_version": "1.192.16",
    "python": "3.11.17",
    "numpy": "2.4.6",
    "sqlite": "3.53.1",
    "sqlalchemy": "2.1.4",
    "pydantic": "2.14.1",
    "platform": "Linux-6.17.0-1022-azure-x86_64-with-glibc2.39",
    "machine": "x86_64",
    "cpu": "AMD EPYC 9V74 80-Core Processor",
    "cpu_count": 2,
    "memory_bytes": 8323964928,
    "load_average_before": [
      1.0,
      1.0,
      1.0
    ],
    "load_average_after": [
      1.0,
      1.0,
      1.0
    ],
    "bench_lock": null,
    "config": "config.yaml"
  },
  "error": null,
  "notes": []
},
{
  "spec": {
    "cell_id": "n300000-warm-unfiltered",
    "size": 300000,
    "seed": 20261017,
    "mode": "warm",
    "variant": "unfiltered",
    "store_path": "qlat-s20261017-n300000-g1.db",
    "result_path": "n300000-warm-unfiltered.json",
    "encoder": false,
    "question_offset": 5,
    "questions": 50,
    "budget_seconds": 2400.0,
    "min_questions": 5,
    "top_k": 40
  },
  "status": "ok",
  "started_at": "2026-10-18T01:46:49.218928+00:00",
  "finished_at": "2026-10-18T02:29:04.399480+00:00",
  "wall_seconds": 2535.1805769659995,
  "import_seconds": 2.2936233109999193,
  "encoder_load_seconds": null,
  "warmup_seconds": 123.4339567359998,
  "samples": [
    {
      "question_index": 5,
      "subject_id": null,
      "total_seconds": 134.22194956899966,
      "stages": {
        "setup": 13.028894238999783,
        "embed": 1.2220002645335626e-6,
        "sql_fetch": 64.69197373800034,
        "decode": 27.12141511305572,
        "hydrate": 21.887930582944136,
        "filters": 0.7736559179998039,
        "source_rows": 1.3370126990002973,
        "support_discounts": 0.1981735170002139,
        "scoring": 3.2102792109999427,
        "sort": 0.2873762229996828,
        "collapse": 0.296508575000189,
        "other": 1.3887285309992876
      },
      "rows_read": 300000,
      "embedding_json_bytes": 2527013187,
      "models_hydrated": 300000,
      "candidates_scored": 289831,
      "snapshot_ids_looked_up": 9375,
      "entry_ids_looked_up": 3659,
      "results": 40
    },
    {
      "question_index": 6,
      "subject_id": null,
      "total_seconds": 146.03043637100018,
      "stages": {
        "setup": 16.222472540000126,
        "embed": 9.109999155043624e-7,
        "sql_fetch": 73.5150735279999,
        "decode": 27.0458049429908,
        "hydrate": 21.838509257009264,
        "filters": 0.7947234140001456,
        "source_rows": 1.387069048000285,
        "support_discounts": 0.19821974800015596,
        "scoring": 3.238484055999834,
        "sort": 0.3500756650000767,
        "collapse": 0.032943720999810466,
        "other": 1.4070595399998638
      },
      "rows_read": 300000,
      "embedding_json_bytes": 2527013187,
      "models_hydrated": 300000,
      "candidates_scored": 289831,
      "snapshot_ids_looked_up": 9375,
      "entry_ids_looked_up": 3659,
      "results": 40
    },
    {
      "question_index": 7,
      "subject_id": null,
      "total_seconds": 157.56718758099987,
      "stages": {
        "setup": 10.842488092000167,
        "embed": 9.109999155043624e-7,
        "sql_fetch": 88.82396948299993,
        "decode": 27.017025608930908,
        "hydrate": 19.57007591206957,
        "filters": 0.7652604099998825,
        "source_rows": 1.3199329959998067,
        "support_discounts": 0.19774613500021587,
        "scoring": 7.263808105999942,
        "sort": 0.29822250899997016,
        "collapse": 0.05311729499999274,
        "other": 1.4155401229995732
      },
      "rows_read": 300000,
      "embedding_json_bytes": 2527013187,
      "models_hydrated": 300000,
      "candidates_scored": 289831,
      "snapshot_ids_looked_up": 9375,
      "entry_ids_looked_up": 3659,
      "results": 40
    },
    {
      "question_index": 8,
      "subject_id": null,
      "total_seconds": 157.09220614199967,
      "stages": {
        "setup": 11.29230379899991,
        "embed": 9.109999155043624e-7,
        "sql_fetch": 87.14754149999999,
        "decode": 27.09469616594106,
        "hydrate": 19.672431675059215,
        "filters": 0.802058703000057,
        "source_rows": 5.748290073999669,
        "support_discounts": 0.203965992999656,
        "scoring": 3.287375192000127,
        "sort": 0.29705310400004237,
        "collapse": 0.033591264999813575,
        "other": 1.5128977600002145
      },
      "rows_read": 300000,
      "embedding_json_bytes": 2527013187,
      "models_hydrated": 300000,
      "candidates_scored": 289831,
      "snapshot_ids_looked_up": 9375,
      "entry_ids_looked_up": 3659,
      "results": 40
    },
    {
      "question_index": 9,
      "subject_id": null,
      "total_seconds": 147.9101162249999,
      "stages": {
        "setup": 11.109491548999813,
        "embed": 1.1120000635855831e-6,
        "sql_fetch": 80.16653664500018,
        "decode": 27.135051217149794,
        "hydrate": 18.891378523850108,
        "filters": 3.817107085999851,
        "source_rows": 1.5588531590001367,
        "support_discounts": 0.2046460860001389,
        "scoring": 3.230648923999979,
        "sort": 0.30067257300015626,
        "collapse": 0.032481301999723655,
        "other": 1.4632480479999685
      },
      "rows_read": 300000,
      "embedding_json_bytes": 2527013187,
      "models_hydrated": 300000,
      "candidates_scored": 289831,
      "snapshot_ids_looked_up": 9375,
      "entry_ids_looked_up": 3659,
      "results": 40
    },
    {
      "question_index": 10,
      "subject_id": null,
      "total_seconds": 151.11082946000033,
      "stages": {
        "setup": 16.926010088000112,
        "embed": 8.110000635497272e-7,
        "sql_fetch": 78.4829041879998,
        "decode": 27.05148944527309,
        "hydrate": 21.108434608727748,
        "filters": 0.8259399129992744,
        "source_rows": 1.4667442220006706,
        "support_discounts": 0.2044599949995245,
        "scoring": 3.264337665000312,
        "sort": 0.29870698699960485,
        "collapse": 0.039063092000105826,
        "other": 1.4427384450000318
      },
      "rows_read": 300000,
      "embedding_json_bytes": 2527013187,
      "models_hydrated": 300000,
      "candidates_scored": 289831,
      "snapshot_ids_looked_up": 9375,
      "entry_ids_looked_up": 3659,
      "results": 40
    },
    {
      "question_index": 11,
      "subject_id": null,
      "total_seconds": 149.6593967359995,
      "stages": {
        "setup": 10.6083444650003,
        "embed": 1.140999302151613e-6,
        "sql_fetch": 82.39325273799932,
        "decode": 27.060050038376176,
        "hydrate": 22.163737275624044,
        "filters": 0.8040545820003899,
        "source_rows": 1.4145318359996963,
        "support_discounts": 0.19858949100034806,
        "scoring": 3.2508134129993778,
        "sort": 0.30033519200060255,
        "collapse": 0.034018674999970244,
        "other": 1.431667888999982
      },
      "rows_read": 300000,
      "embedding_json_bytes": 2527013187,
      "models_hydrated": 300000,
      "candidates_scored": 289831,
      "snapshot_ids_looked_up": 9375,
      "entry_ids_looked_up": 3659,
      "results": 40
    },
    {
      "question_index": 12,
      "subject_id": null,
      "total_seconds": 146.49760588700065,
      "stages": {
        "setup": 14.569044561000737,
        "embed": 6.809996193624102e-7,
        "sql_fetch": 72.03355577999992,
        "decode": 27.116192916077125,
        "hydrate": 19.86918386292291,
        "filters": 0.8078001229996516,
        "source_rows": 2.457263043000239,
        "support_discounts": 0.19933507000041573,
        "scoring": 7.377514619999602,
        "sort": 0.30196335300024657,
        "collapse": 0.3083912040001451,
        "other": 1.4573606730000392
      },
      "rows_read": 300000,
      "embedding_json_bytes": 2527013187,
      "models_hydrated": 300000,
      "candidates_scored": 289831,
      "snapshot_ids_looked_up": 9375,
      "entry_ids_looked_up": 3659,
      "results": 40
    },
    {
      "question_index": 13,
      "subject_id": null,
      "total_seconds": 137.78032677299962,
      "stages": {
        "setup": 10.732278675000089,
        "embed": 4.809999154531397e-7,
        "sql_fetch": 69.46446096599993,
        "decode": 27.048797851056406,
        "hydrate": 19.41876592594417,
        "filters": 0.7696920440002941,
        "source_rows": 5.289959613000065,
        "support_discounts": 0.191726115000165,
        "scoring": 3.192952387999867,
        "sort": 0.2849773030002325,
        "collapse": 0.03338770099981048,
        "other": 1.3533277099986663
      },
      "rows_read": 300000,
      "embedding_json_bytes": 2527013187,
      "models_hydrated": 300000,
      "candidates_scored": 289831,
      "snapshot_ids_looked_up": 9375,
      "entry_ids_looked_up": 3659,
      "results": 40
    },
    {
      "question_index": 14,
      "subject_id": null,
      "total_seconds": 151.27189638299933,
      "stages": {
        "setup": 10.968142791999526,
        "embed": 6.509999366244301e-7,
        "sql_fetch": 84.19559236500027,
        "decode": 27.125520476965903,
        "hydrate": 18.593321221033875,
        "filters": 3.7271642819996487,
        "source_rows": 1.4144015510000827,
        "support_discounts": 0.19238517400026467,
        "scoring": 3.280031321000024,
        "sort": 0.29827724500046315,
        "collapse": 0.03200009899956058,
        "other": 1.4450592049997795
      },
      "rows_read": 300000,
      "embedding_json_bytes": 2527013187,
      "models_hydrated": 300000,
      "candidates_scored": 289831,
      "snapshot_ids_looked_up": 9375,
      "entry_ids_looked_up": 3659,
      "results": 40
    },
    {
      "question_index": 15,
      "subject_id": null,
      "total_seconds": 158.05696031800016,
      "stages": {
        "setup": 19.853251692999947,
        "embed": 7.810003808117472e-7,
        "sql_fetch": 81.75349706199995,
        "decode": 27.131776416897992,
        "hydrate": 21.414067685102054,
        "filters": 0.8471191919998091,
        "source_rows": 1.5804894560005778,
        "support_discounts": 0.2030184580007699,
        "scoring": 3.418196973999329,
        "sort": 0.3117754770000829,
        "collapse": 0.038278806000562327,
        "other": 1.5054883169987079
      },
      "rows_read": 300000,
      "embedding_json_bytes": 2527013187,
      "models_hydrated": 300000,
      "candidates_scored": 289831,
      "snapshot_ids_looked_up": 9375,
      "entry_ids_looked_up": 3659,
      "results": 40
    },
    {
      "question_index": 16,
      "subject_id": null,
      "total_seconds": 177.40050201699978,
      "stages": {
        "setup": 15.945652218999385,
        "embed": 5.609999789157882e-7,
        "sql_fetch": 104.45940995700039,
        "decode": 27.03521468492727,
        "hydrate": 18.71808395507196,
        "filters": 4.80062828500013,
        "source_rows": 1.351966297999752,
        "support_discounts": 0.18938725799944223,
        "scoring": 3.196994349000306,
        "sort": 0.2970952199993917,
        "collapse": 0.03453034300036961,
        "other": 1.3715388870014067
      },
      "rows_read": 300000,
      "embedding_json_bytes": 2527013187,
      "models_hydrated": 300000,
      "candidates_scored": 289831,
      "snapshot_ids_looked_up": 9375,
      "entry_ids_looked_up": 3659,
      "results": 40
    },
    {
      "question_index": 17,
      "subject_id": null,
      "total_seconds": 168.50660371100003,
      "stages": {
        "setup": 14.175398819000293,
        "embed": 5.309993866831064e-7,
        "sql_fetch": 98.13676625900007,
        "decode": 27.09981440901538,
        "hydrate": 21.913658698984364,
        "filters": 0.7715222670003641,
        "source_rows": 1.3128499140002532,
        "support_discounts": 0.19312388200069108,
        "scoring": 3.19279852299951,
        "sort": 0.29512451000027795,
        "collapse": 0.04841440000018338,
        "other": 1.367131497999253
      },
      "rows_read": 300000,
      "embedding_json_bytes": 2527013187,
      "models_hydrated": 300000,
      "candidates_scored": 289831,
      "snapshot_ids_looked_up": 9375,
      "entry_ids_looked_up": 3659,
      "results": 40
    },
    {
      "question_index": 18,
      "subject_id": null,
      "total_seconds": 149.52036964499985,
      "stages": {
        "setup": 13.16516816100011,
        "embed": 5.410001904238015e-7,
        "sql_fetch": 79.06353623900031,
        "decode": 27.038869642246937,
        "hydrate": 19.014810557752753,
        "filters": 4.83082333099992,
        "source_rows": 1.301373006999711,
        "support_discounts": 0.1943072909998591,
        "scoring": 3.200949500000206,
        "sort": 0.29605784999967,
        "collapse": 0.03498407700044481,
        "other": 1.379489447999731
      },
      "rows_read": 300000,
      "embedding_json_bytes": 2527013187,
      "models_hydrated": 300000,
      "candidates_scored": 289831,
      "snapshot_ids_looked_up": 9375,
      "entry_ids_looked_up": 3659,
      "results": 40
    },
    {
      "question_index": 19,
      "subject_id": null,
      "total_seconds": 139.3670864199994,
      "stages": {
        "setup": 10.718681036999442,
        "embed": 6.710006346111186e-7,
        "sql_fetch": 71.29209947100026,
        "decode": 26.983879158044147,
        "hydrate": 19.335121528955824,
        "filters": 0.7645618749993446,
        "source_rows": 1.295886093000263,
        "support_discounts": 0.19188947000020562,
        "scoring": 7.094059879999804,
        "sort": 0.2937938600007328,
        "collapse": 0.03755172499950277,
        "other": 1.3595616509992396
      },
      "rows_read": 300000,
      "embedding_json_bytes": 2527013187,
      "models_hydrated": 300000,
      "candidates_scored": 289831,
      "snapshot_ids_looked_up": 9375,
      "entry_ids_looked_up": 3659,
      "results": 40
    },
    {
      "question_index": 20,
      "subject_id": null,
      "total_seconds": 134.78470974900029,
      "stages": {
        "setup": 10.465456079000433,
        "embed": 4.109997462364845e-7,
        "sql_fetch": 69.39844707700013,
        "decode": 27.028540425309075,
        "hydrate": 17.939600283690197,
        "filters": 3.7876160760006314,
        "source_rows": 1.3192775679999613,
        "support_discounts": 0.1960699580004075,
        "scoring": 3.117531670999597,
        "sort": 0.27981137999995553,
        "collapse": 0.026816792000317946,
        "other": 1.2255420279998361
      },
      "rows_read": 300000,
      "embedding_json_bytes": 2527013187,
      "models_hydrated": 300000,
      "candidates_scored": 289831,
      "snapshot_ids_looked_up": 9375,
      "entry_ids_looked_up": 3659,
      "results": 40
    }
  ],
  "cosine_reference": {
    "vectors": 300000,
    "loop_seconds": 0.9969127840004148,
    "stack_seconds": 0.735709487999884,
    "matmul_seconds": 0.030551941999874543
  },
  "peak_rss_bytes": 7047811072,
  "sampled_peak_rss_bytes": 6760779776,
  "environment": {
    "git_sha": "50a98fcba6fc449b91d8fcd8631056d69b6eed07",
    "package_version": "1.192.16",
    "python": "3.11.17",
    "numpy": "2.4.6",
    "sqlite": "3.53.1",
    "sqlalchemy": "2.1.4",
    "pydantic": "2.14.1",
    "platform": "Linux-6.17.0-1022-azure-x86_64-with-glibc2.39",
    "machine": "x86_64",
    "cpu": "AMD EPYC 9V74 80-Core Processor",
    "cpu_count": 2,
    "memory_bytes": 8323964928,
    "load_average_before": [
      1.0166015625,
      1.04248046875,
      1.00146484375
    ],
    "load_average_after": [
      1.0,
      1.0,
      1.0
    ],
    "bench_lock": null,
    "config": "config.yaml"
  },
  "error": null,
  "notes": [
    "stopped after 16 of 50 questions: the next would have passed the 2400 s budget"
  ]
}
]
