{
  "verified_at_utc": "2026-09-15T19:14:36Z",
  "hardware": {
    "name": "NVIDIA A100-SXM4-40GB",
    "uuid": "GPU-c5c9310b-6752-7dc9-6e87-d6c5c831e274",
    "memory_total_bytes": 42405855232,
    "multiprocessors": 108,
    "compute_capability": [
      8,
      0
    ]
  },
  "versions": {
    "torch": "2.5.1+cu124",
    "numpy": "2.1.2",
    "nvidia-ml-py": "13.610.43",
    "cuda": "12.4",
    "driver": "580.95.05",
    "python": "3.11.15",
    "platform": "Linux-4.19.0-gvisor-x86_64-with-glibc2.41"
  },
  "provenance": {
    "payload_manifest_sha256": "4cc47f3b9fcf747da062102cc45084313853cfa73f07f4f3f4d6f7b1127d315b",
    "payload_manifest": {
      "seeds": [
        20261501,
        20261502,
        20261503,
        20261504,
        20261505,
        20261506,
        20261507,
        20261508,
        20261509,
        20261510,
        20261511
      ],
      "draws": [
        {
          "draw": 0,
          "dataset_seed": 20261501,
          "path": "draw-00.npz",
          "sha256": "dad06ce8c10dd9a86e0bad92a41c4c7e433384089a4a8cdb621b115b904537f2",
          "arrays": {
            "x": {
              "shape": [
                10000,
                81
              ],
              "dtype": "float32",
              "sha256": "997f48ef435e2fbe0406699461b1f2ab355f84a4ad99dc2e8a4b1204c56e126b"
            },
            "labels": {
              "shape": [
                10000
              ],
              "dtype": "int64",
              "sha256": "ab57dc42b90ed38981f4637df84f446f9b5d2da1559504981fb0a64aaeac5834"
            },
            "q": {
              "shape": [
                10000,
                81
              ],
              "dtype": "float32",
              "sha256": "1c266fd7b01c548ad8f5604ed3998891e147d7673bf90b9d124c3bdb90b2a76b"
            },
            "frozen_predictions": {
              "shape": [
                10000
              ],
              "dtype": "int64",
              "sha256": "59ae60b410104335c0c8301de2748e4b3aa6a90eeaae6b842f4a9c31f98f2126"
            },
            "test_labels": {
              "shape": [
                10000
              ],
              "dtype": "int64",
              "sha256": "9f96d37e3b809617594f8624f7f8fe300e411893dd02ece531c11c60d0b4b0e3"
            },
            "dataset_seed": {
              "shape": [],
              "dtype": "int64",
              "sha256": "9ec6a9e69f8b28548a7d68e126cd4bbfa75756ae7912ee82613ff7a4e0edf9f1"
            }
          },
          "frozen_prediction_path": "predictions/draw-00.npy",
          "frozen_prediction_sha256": "feb0ac3d919107b3b90361e32dac834712a57389c405d4e800098cc6a46265c5"
        },
        {
          "draw": 1,
          "dataset_seed": 20261502,
          "path": "draw-01.npz",
          "sha256": "85d943700815c8d5913fdb0796500bf439ec8d341d1c209fffc19bf8cd3caf53",
          "arrays": {
            "x": {
              "shape": [
                10000,
                81
              ],
              "dtype": "float32",
              "sha256": "32c62ca88bcf59af05456f6d17e2eecde5112bedd318ba1f4fc9f87461245842"
            },
            "labels": {
              "shape": [
                10000
              ],
              "dtype": "int64",
              "sha256": "c56c1dc6cda8e442251d5197e910ac36f6be33ece70ccc7e99882b4fc5fc5f1f"
            },
            "q": {
              "shape": [
                10000,
                81
              ],
              "dtype": "float32",
              "sha256": "35ea308b3a4d0622f05555be2884b1c36099bcfec881f236175380ae0c3925df"
            },
            "frozen_predictions": {
              "shape": [
                10000
              ],
              "dtype": "int64",
              "sha256": "0dc5bce9cc686862dae48c60a07bf8ef4a5b2d9bb34ec6eb7569f7deafc2bef4"
            },
            "test_labels": {
              "shape": [
                10000
              ],
              "dtype": "int64",
              "sha256": "bda8d762ee65b82c214e45a7814fe650352e43d93db60ce987b51669f4fcde1a"
            },
            "dataset_seed": {
              "shape": [],
              "dtype": "int64",
              "sha256": "4ec1ee9219b45717cf8ea790fc204da9d3d3a9079ccff02a0eea953e2ffc36f9"
            }
          },
          "frozen_prediction_path": "predictions/draw-01.npy",
          "frozen_prediction_sha256": "2866b3bf19b52925afb077adc7d64c894901688add801095cff3c02dbcb2ea0b"
        },
        {
          "draw": 2,
          "dataset_seed": 20261503,
          "path": "draw-02.npz",
          "sha256": "92794bcedc8ac22a82a0e7f913e2df9705c9d29056f6acfab582207c6efe373f",
          "arrays": {
            "x": {
              "shape": [
                10000,
                81
              ],
              "dtype": "float32",
              "sha256": "087253f6f310aa1f324886db2d13b548711842313e2e4d0d789b7a0360592018"
            },
            "labels": {
              "shape": [
                10000
              ],
              "dtype": "int64",
              "sha256": "4338b558f2147d686d0d517b571dd53a9bac58e7e7b29c8b0b80330946f3b52c"
            },
            "q": {
              "shape": [
                10000,
                81
              ],
              "dtype": "float32",
              "sha256": "170060c72c309e6bee7059867ddf6d8abd9c7709854e6b5ecb16f9cfcd48ae73"
            },
            "frozen_predictions": {
              "shape": [
                10000
              ],
              "dtype": "int64",
              "sha256": "bb6d01de8c5e43e1d3fd99c1ff299dc4d2ef305c372ff7b3a1d40666c2b9faab"
            },
            "test_labels": {
              "shape": [
                10000
              ],
              "dtype": "int64",
              "sha256": "8e1b5fc4c950af63757f0afab4e7395efe4197c41578d758b33966f733ba1b03"
            },
            "dataset_seed": {
              "shape": [],
              "dtype": "int64",
              "sha256": "b8af3df4e91480591d07096f75d56cd585c6c23d41b1feac4dd566e4bd60fa0f"
            }
          },
          "frozen_prediction_path": "predictions/draw-02.npy",
          "frozen_prediction_sha256": "d595151ad0a020fb327a9a4e87793f217dde04883278e0438c6a959a3c468a92"
        },
        {
          "draw": 3,
          "dataset_seed": 20261504,
          "path": "draw-03.npz",
          "sha256": "945d00da563c1f4df4af765b64c2566fba4332b032d5b87399549199e9d151f2",
          "arrays": {
            "x": {
              "shape": [
                10000,
                81
              ],
              "dtype": "float32",
              "sha256": "da77df68423dd37f5e047a948d8b067093be0349c613b96d7c9895c92ac90b93"
            },
            "labels": {
              "shape": [
                10000
              ],
              "dtype": "int64",
              "sha256": "6f628432725eac681c357e1510ffa2d92c362927a5f9671c20c979c81fe114d5"
            },
            "q": {
              "shape": [
                10000,
                81
              ],
              "dtype": "float32",
              "sha256": "36bda2ad69e03ae8be579494ac1ee4478a208fb4cd6304569d7767cc14263364"
            },
            "frozen_predictions": {
              "shape": [
                10000
              ],
              "dtype": "int64",
              "sha256": "d6271498eeeb2ffdba13e4377ef37a2505da967a7eccc215c93ed532d4e6f36b"
            },
            "test_labels": {
              "shape": [
                10000
              ],
              "dtype": "int64",
              "sha256": "b8e2f097a4e0f89389dbf0cb8fb6db51b70450add2021f7af2dc4175fa9e9554"
            },
            "dataset_seed": {
              "shape": [],
              "dtype": "int64",
              "sha256": "63dd376ad6467621ef8d64a76f1b74d480615dc56fbf548b97ae6e8050819465"
            }
          },
          "frozen_prediction_path": "predictions/draw-03.npy",
          "frozen_prediction_sha256": "55997373cadd4f2d0ae4e946e2858ec23fb62925ee09b0779560d8f146feafe9"
        },
        {
          "draw": 4,
          "dataset_seed": 20261505,
          "path": "draw-04.npz",
          "sha256": "dcf9481e26e94d10a597425a3a3e2692705ff34599c1f3a64ae52364e799924f",
          "arrays": {
            "x": {
              "shape": [
                10000,
                81
              ],
              "dtype": "float32",
              "sha256": "78434edf7c055ce117eefa848c88c547f814fdf7eec0ce9a434227c521870c6c"
            },
            "labels": {
              "shape": [
                10000
              ],
              "dtype": "int64",
              "sha256": "3f7d7ea85d73ecb16e1fb2ecaafef3ed57ee4f3673258a67fdb1a1b98042244f"
            },
            "q": {
              "shape": [
                10000,
                81
              ],
              "dtype": "float32",
              "sha256": "316ec829a9ed240a89d1ef133215a1f7baea3dd779bb5de72b519da3c1c9a267"
            },
            "frozen_predictions": {
              "shape": [
                10000
              ],
              "dtype": "int64",
              "sha256": "a2325a5b4c1750cad086555cea388deb58ee22f3de9fb1b7f2b3305da2dc003b"
            },
            "test_labels": {
              "shape": [
                10000
              ],
              "dtype": "int64",
              "sha256": "b63d8a352b143e130ccb3b06cc39e4f1a4eb9d3a9a9cd26c334a5a73342ad2bf"
            },
            "dataset_seed": {
              "shape": [],
              "dtype": "int64",
              "sha256": "74fd659bbce326143ea10d9918fb1cd9ccfe6f8cd8d43edbb70042cae2ff551f"
            }
          },
          "frozen_prediction_path": "predictions/draw-04.npy",
          "frozen_prediction_sha256": "71b6021968da7bf66066b4acfbe554e0347e5d3b3484b1f96fba59288b9af31c"
        },
        {
          "draw": 5,
          "dataset_seed": 20261506,
          "path": "draw-05.npz",
          "sha256": "918e60a246b0d27d386eab6e5df26cb0ebdd62f5184dcab5805f1f6a2d665bec",
          "arrays": {
            "x": {
              "shape": [
                10000,
                81
              ],
              "dtype": "float32",
              "sha256": "b3b6934f046ef09c87306c8945517e8fb3c31b63eb2148f8b47aa4a41064e660"
            },
            "labels": {
              "shape": [
                10000
              ],
              "dtype": "int64",
              "sha256": "002d84e075cdedadc9ecff1411300b7692a5d52fbd680844d7a046f6fc88532c"
            },
            "q": {
              "shape": [
                10000,
                81
              ],
              "dtype": "float32",
              "sha256": "4cf4d4995c40b463cf213bc2f683aa99e9450afa75dcd0f120b9dc0a1587190e"
            },
            "frozen_predictions": {
              "shape": [
                10000
              ],
              "dtype": "int64",
              "sha256": "8aa3dbe3b1dc33176bcba006c08bbf317ba238fe47d75afe1ce764fc5e06cc1c"
            },
            "test_labels": {
              "shape": [
                10000
              ],
              "dtype": "int64",
              "sha256": "f690c4076c934b0c32478c7eb7c46f592c7a7210c8b009880d1e89686ec1e73f"
            },
            "dataset_seed": {
              "shape": [],
              "dtype": "int64",
              "sha256": "4f60ac628560aab6e54185bae3b6b572585e77aab01840c6932e2645cc746706"
            }
          },
          "frozen_prediction_path": "predictions/draw-05.npy",
          "frozen_prediction_sha256": "48af559477280a56bd4e416aa54ff270c443062889130f97fc627c07b99dc32f"
        },
        {
          "draw": 6,
          "dataset_seed": 20261507,
          "path": "draw-06.npz",
          "sha256": "d6fc50226d09d452a4d3605789fa605b16a3c93706e941aaf3de00d321bdeb0f",
          "arrays": {
            "x": {
              "shape": [
                10000,
                81
              ],
              "dtype": "float32",
              "sha256": "2cdcdf779608599e174a2e29c351e96f96edb9c8b94d1e0facc4aba72c1236f0"
            },
            "labels": {
              "shape": [
                10000
              ],
              "dtype": "int64",
              "sha256": "a0030c8f22295b2e287f9961df85eef7968fa0661150cda79e02ff163df51b03"
            },
            "q": {
              "shape": [
                10000,
                81
              ],
              "dtype": "float32",
              "sha256": "b048dd19fbc9aae343414e2e87dbd984d77eb2ec7358466805212cd3d0a17905"
            },
            "frozen_predictions": {
              "shape": [
                10000
              ],
              "dtype": "int64",
              "sha256": "01a82a61908487c4e1130fba072a64832635c29435fd9d2f473decdaa104ea47"
            },
            "test_labels": {
              "shape": [
                10000
              ],
              "dtype": "int64",
              "sha256": "314d4e9344e8a15484cc708cb785cb2039bd95073689fb9bfe7f740aa93469dd"
            },
            "dataset_seed": {
              "shape": [],
              "dtype": "int64",
              "sha256": "1cba1fa605f9ea15806b2b242c4bb0bc20b3e792636f553acf98c3751b0ff9ea"
            }
          },
          "frozen_prediction_path": "predictions/draw-06.npy",
          "frozen_prediction_sha256": "c6a1c8bbe75dbfbb4e0b39669bda0e4c2305e3e4c4b671a922ad0f6e25d57cf7"
        },
        {
          "draw": 7,
          "dataset_seed": 20261508,
          "path": "draw-07.npz",
          "sha256": "8ab0c02771a895f30d47ef0f79772a146f0e26d230ffd9d048f72c1d8ee55197",
          "arrays": {
            "x": {
              "shape": [
                10000,
                81
              ],
              "dtype": "float32",
              "sha256": "21362cf50bf76749604a8b6ea60a930b609ffe57dd435c80737b0e8ff13c46e8"
            },
            "labels": {
              "shape": [
                10000
              ],
              "dtype": "int64",
              "sha256": "3f0dc17ab95a9a4bb2472292ab42cee8956741d064e9c4c2669fe9427db89d26"
            },
            "q": {
              "shape": [
                10000,
                81
              ],
              "dtype": "float32",
              "sha256": "743658706aacd0c66c78c25523a17daf8821db946855893fc7784235e4defffc"
            },
            "frozen_predictions": {
              "shape": [
                10000
              ],
              "dtype": "int64",
              "sha256": "04e738ffcbdbc4064b49700c1d43f65da6ed080f43e4a8a4d29fef3081c217e9"
            },
            "test_labels": {
              "shape": [
                10000
              ],
              "dtype": "int64",
              "sha256": "b4eb5ba3194c49900bed9e91edeba24c2c21472b96ad4164c2380759633f8a37"
            },
            "dataset_seed": {
              "shape": [],
              "dtype": "int64",
              "sha256": "89aefb726e2397de3f151f8fed38985d7e25083603cf6ca7b03f875c625b2abc"
            }
          },
          "frozen_prediction_path": "predictions/draw-07.npy",
          "frozen_prediction_sha256": "cf1813ae0211b7df105dd5c9d563fbd138eb89866a097f8977c7fe6a89575412"
        },
        {
          "draw": 8,
          "dataset_seed": 20261509,
          "path": "draw-08.npz",
          "sha256": "44e35b6110642563a03baa372f55a860679744bbd6d3414fbf5cee0da718b602",
          "arrays": {
            "x": {
              "shape": [
                10000,
                81
              ],
              "dtype": "float32",
              "sha256": "32853cb8dd9733f24ac48fa4e72f0fa5fbd8dd61e189e8f731e9d1748c5878b5"
            },
            "labels": {
              "shape": [
                10000
              ],
              "dtype": "int64",
              "sha256": "a8b9964031e563adfa94f0e77f19292ae7d400039397d85caf0ab3ed3861d2a1"
            },
            "q": {
              "shape": [
                10000,
                81
              ],
              "dtype": "float32",
              "sha256": "0761ac9c20b188ecf5612018916f2efbd25eb5d70157baaacf283d31ade1d053"
            },
            "frozen_predictions": {
              "shape": [
                10000
              ],
              "dtype": "int64",
              "sha256": "377dc5a81c5033f55b663d4b748331c2de9c2268b0c030aba8baf295b20400c9"
            },
            "test_labels": {
              "shape": [
                10000
              ],
              "dtype": "int64",
              "sha256": "088a1884bf85821035af951a750710b9f31e14b33f29e6b645e8fe75f01287a0"
            },
            "dataset_seed": {
              "shape": [],
              "dtype": "int64",
              "sha256": "aa917b678cd9fbe4d6d44a81843f168bc36f3f8cd15b1eff2d5d8992642a1dbc"
            }
          },
          "frozen_prediction_path": "predictions/draw-08.npy",
          "frozen_prediction_sha256": "6c35e34ef5b4a7be72361f61ae0de235b297a37b3ef7bbe5339271eaf9815c9d"
        },
        {
          "draw": 9,
          "dataset_seed": 20261510,
          "path": "draw-09.npz",
          "sha256": "022a717e0b5856717c94696add7c349a852c4d2d41046662a8298640414a6d89",
          "arrays": {
            "x": {
              "shape": [
                10000,
                81
              ],
              "dtype": "float32",
              "sha256": "e0181f1b923f69b8b50e7ff46b4520d0a63aa1d89e5b783993d82bfbcc347c8d"
            },
            "labels": {
              "shape": [
                10000
              ],
              "dtype": "int64",
              "sha256": "539e5976a981ff00a34ae1bdaab3469f9bec836c1435eae5b202761064b7af1c"
            },
            "q": {
              "shape": [
                10000,
                81
              ],
              "dtype": "float32",
              "sha256": "2a47c70a7c7d6efb35c422270fea4892546df231d8fea4bf536050d385978427"
            },
            "frozen_predictions": {
              "shape": [
                10000
              ],
              "dtype": "int64",
              "sha256": "e33e34663c17479e81707916121e30c7a351b399398cc740532aa8318654ffe3"
            },
            "test_labels": {
              "shape": [
                10000
              ],
              "dtype": "int64",
              "sha256": "d30ae8ad0b16e71043d2b9d00e17528f2557217d9c820dd42152fe3cc9157fc2"
            },
            "dataset_seed": {
              "shape": [],
              "dtype": "int64",
              "sha256": "cd1115362a9bcc4f03696eafe819d417bf00c7ac7d90cc0f86b2e1be1830810d"
            }
          },
          "frozen_prediction_path": "predictions/draw-09.npy",
          "frozen_prediction_sha256": "fc74243f0d0a07e44c301895109a208097519dd7d36f4a32566f23ea102003b5"
        },
        {
          "draw": 10,
          "dataset_seed": 20261511,
          "path": "draw-10.npz",
          "sha256": "9c1ab6702600fcefb3071095bedaea2b54a82a7a7285c9749f07acca954c7469",
          "arrays": {
            "x": {
              "shape": [
                10000,
                81
              ],
              "dtype": "float32",
              "sha256": "6567e2254d5a272e0eb12ba7e7dc50501f684e612a15153094b358d008517099"
            },
            "labels": {
              "shape": [
                10000
              ],
              "dtype": "int64",
              "sha256": "a5045baf5c498155b29479bb62949d13bc3b6d930d5a358fd8f1a1bb0232e623"
            },
            "q": {
              "shape": [
                10000,
                81
              ],
              "dtype": "float32",
              "sha256": "f0f8e4626472b89f915413fe736b84670277279c43da8c3a13697e9f72bba08a"
            },
            "frozen_predictions": {
              "shape": [
                10000
              ],
              "dtype": "int64",
              "sha256": "5ad5f0f3fad1829a99c52bf6e5a260b5ce599ea03f627a76cf53d43f96c66d11"
            },
            "test_labels": {
              "shape": [
                10000
              ],
              "dtype": "int64",
              "sha256": "5bc7597c165afd7606a940cdacdefa3da84ee317e0b7753b2e0c6335a07a0ca2"
            },
            "dataset_seed": {
              "shape": [],
              "dtype": "int64",
              "sha256": "449637e52e3e0a17eae6231f285b9cb7913ec17ac9d4d6c19d2132a7d72f05de"
            }
          },
          "frozen_prediction_path": "predictions/draw-10.npy",
          "frozen_prediction_sha256": "4b49c8c9a8cf470889160ffde9cd8c2823cc134d97c1e4e1ccc1967d0921564f"
        }
      ],
      "source_sha256": {
        "run.py": "266391abaa975f1eb7d7c09a04bc1fefe4ac22edc5de1cbe166e824d0740773a",
        "reference.py": "42c1e15ec807b45f9098d4a58486d5c736e8aa196aebf6f7998e603b11d8a376",
        "protocol.json": "23a72b9b593066a4655d161aa835a19829da1fbb6224d3724d810271d1ff81eb",
        "mnist/code/data.py": "982bedbc56d928760f47f78017102652fe5492c57e3160e410514ded445744fa"
      },
      "prediction_manifest_sha256": "0afc410b3dadbf29259bb91ef5db10295b4e36b6f2bb1ad6c20fab5862a39e61",
      "draw_manifest_sha256": "60ccf8bb6068a718f430d5faf07109236ee79d9c646543738efa71c80e9a0cb8"
    },
    "runner_sha256": "a56ad2fb486a3c69b8b915ac473b726747a95d124bb8be226154170c6b7b1eb1",
    "reference_sha256": "42c1e15ec807b45f9098d4a58486d5c736e8aa196aebf6f7998e603b11d8a376",
    "initial_basis_float32_sha256": "c9b6c32abd0a4b1545c267a8c7c95256f75b649d9b4757b57cb5dd0b6a2afab9",
    "benchmark_dataset_seed": 20261501,
    "benchmark_payload_sha256": "dad06ce8c10dd9a86e0bad92a41c4c7e433384089a4a8cdb621b115b904537f2"
  },
  "validation": {
    "draws": [
      {
        "draw": 0,
        "dataset_seed": 20261501,
        "payload_sha256": "dad06ce8c10dd9a86e0bad92a41c4c7e433384089a4a8cdb621b115b904537f2",
        "gpu_agrees_with_frozen_cpu_predictions": 10000,
        "total": 10000,
        "gpu_correct": 9544,
        "cpu_correct": 9544,
        "gpu_predictions_int64_sha256": "59ae60b410104335c0c8301de2748e4b3aa6a90eeaae6b842f4a9c31f98f2126",
        "mismatches": [],
        "graph_replays_equal_eager": [
          true,
          true,
          true
        ],
        "graph_model_and_scores_finite": [
          true,
          true,
          true
        ],
        "initial_basis_unchanged": [
          true,
          true,
          true
        ],
        "scratch_poisoned_before_each_replay": [
          "P",
          "S",
          "W",
          "count",
          "d",
          "kappa",
          "logdet",
          "m",
          "mom",
          "mu",
          "onehot",
          "s",
          "scores",
          "u",
          "z",
          "zq",
          "zz"
        ]
      },
      {
        "draw": 1,
        "dataset_seed": 20261502,
        "payload_sha256": "85d943700815c8d5913fdb0796500bf439ec8d341d1c209fffc19bf8cd3caf53",
        "gpu_agrees_with_frozen_cpu_predictions": 10000,
        "total": 10000,
        "gpu_correct": 9572,
        "cpu_correct": 9572,
        "gpu_predictions_int64_sha256": "0dc5bce9cc686862dae48c60a07bf8ef4a5b2d9bb34ec6eb7569f7deafc2bef4",
        "mismatches": [],
        "graph_replays_equal_eager": [
          true,
          true,
          true
        ],
        "graph_model_and_scores_finite": [
          true,
          true,
          true
        ],
        "initial_basis_unchanged": [
          true,
          true,
          true
        ],
        "scratch_poisoned_before_each_replay": [
          "P",
          "S",
          "W",
          "count",
          "d",
          "kappa",
          "logdet",
          "m",
          "mom",
          "mu",
          "onehot",
          "s",
          "scores",
          "u",
          "z",
          "zq",
          "zz"
        ]
      },
      {
        "draw": 2,
        "dataset_seed": 20261503,
        "payload_sha256": "92794bcedc8ac22a82a0e7f913e2df9705c9d29056f6acfab582207c6efe373f",
        "gpu_agrees_with_frozen_cpu_predictions": 10000,
        "total": 10000,
        "gpu_correct": 9572,
        "cpu_correct": 9572,
        "gpu_predictions_int64_sha256": "bb6d01de8c5e43e1d3fd99c1ff299dc4d2ef305c372ff7b3a1d40666c2b9faab",
        "mismatches": [],
        "graph_replays_equal_eager": [
          true,
          true,
          true
        ],
        "graph_model_and_scores_finite": [
          true,
          true,
          true
        ],
        "initial_basis_unchanged": [
          true,
          true,
          true
        ],
        "scratch_poisoned_before_each_replay": [
          "P",
          "S",
          "W",
          "count",
          "d",
          "kappa",
          "logdet",
          "m",
          "mom",
          "mu",
          "onehot",
          "s",
          "scores",
          "u",
          "z",
          "zq",
          "zz"
        ]
      },
      {
        "draw": 3,
        "dataset_seed": 20261504,
        "payload_sha256": "945d00da563c1f4df4af765b64c2566fba4332b032d5b87399549199e9d151f2",
        "gpu_agrees_with_frozen_cpu_predictions": 10000,
        "total": 10000,
        "gpu_correct": 9544,
        "cpu_correct": 9544,
        "gpu_predictions_int64_sha256": "d6271498eeeb2ffdba13e4377ef37a2505da967a7eccc215c93ed532d4e6f36b",
        "mismatches": [],
        "graph_replays_equal_eager": [
          true,
          true,
          true
        ],
        "graph_model_and_scores_finite": [
          true,
          true,
          true
        ],
        "initial_basis_unchanged": [
          true,
          true,
          true
        ],
        "scratch_poisoned_before_each_replay": [
          "P",
          "S",
          "W",
          "count",
          "d",
          "kappa",
          "logdet",
          "m",
          "mom",
          "mu",
          "onehot",
          "s",
          "scores",
          "u",
          "z",
          "zq",
          "zz"
        ]
      },
      {
        "draw": 4,
        "dataset_seed": 20261505,
        "payload_sha256": "dcf9481e26e94d10a597425a3a3e2692705ff34599c1f3a64ae52364e799924f",
        "gpu_agrees_with_frozen_cpu_predictions": 10000,
        "total": 10000,
        "gpu_correct": 9538,
        "cpu_correct": 9538,
        "gpu_predictions_int64_sha256": "a2325a5b4c1750cad086555cea388deb58ee22f3de9fb1b7f2b3305da2dc003b",
        "mismatches": [],
        "graph_replays_equal_eager": [
          true,
          true,
          true
        ],
        "graph_model_and_scores_finite": [
          true,
          true,
          true
        ],
        "initial_basis_unchanged": [
          true,
          true,
          true
        ],
        "scratch_poisoned_before_each_replay": [
          "P",
          "S",
          "W",
          "count",
          "d",
          "kappa",
          "logdet",
          "m",
          "mom",
          "mu",
          "onehot",
          "s",
          "scores",
          "u",
          "z",
          "zq",
          "zz"
        ]
      },
      {
        "draw": 5,
        "dataset_seed": 20261506,
        "payload_sha256": "918e60a246b0d27d386eab6e5df26cb0ebdd62f5184dcab5805f1f6a2d665bec",
        "gpu_agrees_with_frozen_cpu_predictions": 10000,
        "total": 10000,
        "gpu_correct": 9555,
        "cpu_correct": 9555,
        "gpu_predictions_int64_sha256": "8aa3dbe3b1dc33176bcba006c08bbf317ba238fe47d75afe1ce764fc5e06cc1c",
        "mismatches": [],
        "graph_replays_equal_eager": [
          true,
          true,
          true
        ],
        "graph_model_and_scores_finite": [
          true,
          true,
          true
        ],
        "initial_basis_unchanged": [
          true,
          true,
          true
        ],
        "scratch_poisoned_before_each_replay": [
          "P",
          "S",
          "W",
          "count",
          "d",
          "kappa",
          "logdet",
          "m",
          "mom",
          "mu",
          "onehot",
          "s",
          "scores",
          "u",
          "z",
          "zq",
          "zz"
        ]
      },
      {
        "draw": 6,
        "dataset_seed": 20261507,
        "payload_sha256": "d6fc50226d09d452a4d3605789fa605b16a3c93706e941aaf3de00d321bdeb0f",
        "gpu_agrees_with_frozen_cpu_predictions": 10000,
        "total": 10000,
        "gpu_correct": 9540,
        "cpu_correct": 9540,
        "gpu_predictions_int64_sha256": "01a82a61908487c4e1130fba072a64832635c29435fd9d2f473decdaa104ea47",
        "mismatches": [],
        "graph_replays_equal_eager": [
          true,
          true,
          true
        ],
        "graph_model_and_scores_finite": [
          true,
          true,
          true
        ],
        "initial_basis_unchanged": [
          true,
          true,
          true
        ],
        "scratch_poisoned_before_each_replay": [
          "P",
          "S",
          "W",
          "count",
          "d",
          "kappa",
          "logdet",
          "m",
          "mom",
          "mu",
          "onehot",
          "s",
          "scores",
          "u",
          "z",
          "zq",
          "zz"
        ]
      },
      {
        "draw": 7,
        "dataset_seed": 20261508,
        "payload_sha256": "8ab0c02771a895f30d47ef0f79772a146f0e26d230ffd9d048f72c1d8ee55197",
        "gpu_agrees_with_frozen_cpu_predictions": 10000,
        "total": 10000,
        "gpu_correct": 9540,
        "cpu_correct": 9540,
        "gpu_predictions_int64_sha256": "04e738ffcbdbc4064b49700c1d43f65da6ed080f43e4a8a4d29fef3081c217e9",
        "mismatches": [],
        "graph_replays_equal_eager": [
          true,
          true,
          true
        ],
        "graph_model_and_scores_finite": [
          true,
          true,
          true
        ],
        "initial_basis_unchanged": [
          true,
          true,
          true
        ],
        "scratch_poisoned_before_each_replay": [
          "P",
          "S",
          "W",
          "count",
          "d",
          "kappa",
          "logdet",
          "m",
          "mom",
          "mu",
          "onehot",
          "s",
          "scores",
          "u",
          "z",
          "zq",
          "zz"
        ]
      },
      {
        "draw": 8,
        "dataset_seed": 20261509,
        "payload_sha256": "44e35b6110642563a03baa372f55a860679744bbd6d3414fbf5cee0da718b602",
        "gpu_agrees_with_frozen_cpu_predictions": 10000,
        "total": 10000,
        "gpu_correct": 9577,
        "cpu_correct": 9577,
        "gpu_predictions_int64_sha256": "377dc5a81c5033f55b663d4b748331c2de9c2268b0c030aba8baf295b20400c9",
        "mismatches": [],
        "graph_replays_equal_eager": [
          true,
          true,
          true
        ],
        "graph_model_and_scores_finite": [
          true,
          true,
          true
        ],
        "initial_basis_unchanged": [
          true,
          true,
          true
        ],
        "scratch_poisoned_before_each_replay": [
          "P",
          "S",
          "W",
          "count",
          "d",
          "kappa",
          "logdet",
          "m",
          "mom",
          "mu",
          "onehot",
          "s",
          "scores",
          "u",
          "z",
          "zq",
          "zz"
        ]
      },
      {
        "draw": 9,
        "dataset_seed": 20261510,
        "payload_sha256": "022a717e0b5856717c94696add7c349a852c4d2d41046662a8298640414a6d89",
        "gpu_agrees_with_frozen_cpu_predictions": 10000,
        "total": 10000,
        "gpu_correct": 9571,
        "cpu_correct": 9571,
        "gpu_predictions_int64_sha256": "e33e34663c17479e81707916121e30c7a351b399398cc740532aa8318654ffe3",
        "mismatches": [],
        "graph_replays_equal_eager": [
          true,
          true,
          true
        ],
        "graph_model_and_scores_finite": [
          true,
          true,
          true
        ],
        "initial_basis_unchanged": [
          true,
          true,
          true
        ],
        "scratch_poisoned_before_each_replay": [
          "P",
          "S",
          "W",
          "count",
          "d",
          "kappa",
          "logdet",
          "m",
          "mom",
          "mu",
          "onehot",
          "s",
          "scores",
          "u",
          "z",
          "zq",
          "zz"
        ]
      },
      {
        "draw": 10,
        "dataset_seed": 20261511,
        "payload_sha256": "9c1ab6702600fcefb3071095bedaea2b54a82a7a7285c9749f07acca954c7469",
        "gpu_agrees_with_frozen_cpu_predictions": 10000,
        "total": 10000,
        "gpu_correct": 9577,
        "cpu_correct": 9577,
        "gpu_predictions_int64_sha256": "5ad5f0f3fad1829a99c52bf6e5a260b5ce599ea03f627a76cf53d43f96c66d11",
        "mismatches": [],
        "graph_replays_equal_eager": [
          true,
          true,
          true
        ],
        "graph_model_and_scores_finite": [
          true,
          true,
          true
        ],
        "initial_basis_unchanged": [
          true,
          true,
          true
        ],
        "scratch_poisoned_before_each_replay": [
          "P",
          "S",
          "W",
          "count",
          "d",
          "kappa",
          "logdet",
          "m",
          "mom",
          "mu",
          "onehot",
          "s",
          "scores",
          "u",
          "z",
          "zq",
          "zz"
        ]
      }
    ],
    "total": 110000,
    "gpu_agrees_with_frozen_cpu_predictions": 110000,
    "gpu_correct": 105130,
    "cpu_correct": 105130,
    "all_graph_replays_equal_eager": true,
    "all_graph_model_and_scores_finite": true,
    "all_initial_basis_checks_passed": true,
    "intermediate_float_values_bitwise_equal_to_reference": false,
    "all_eleven_frozen_draws_checked": true,
    "one_captured_graph_reused_across_changed_inputs": true,
    "training_label_perturbation": {
      "training_labels_rotated_modulo": 10,
      "graph_matches_eager": true,
      "model_and_scores_finite": true,
      "initial_basis_unchanged": true,
      "predictions_changed": 10000,
      "predictions_equal_rotated_original_labels": 10000,
      "total": 10000
    },
    "numerical_scope": "GPU matrix products change reduction order for raw-moment covariance, Gram-Schmidt projects onto prior columns simultaneously, and logarithms use torch.log. CPU uses ordered raw moments, sequential Gram-Schmidt updates, and a lowered polynomial logarithm. Frozen-label disagreements are counted explicitly.",
    "frozen_label_agreement_exact": true,
    "graph_verification_passed": true
  },
  "numeric_configuration": {
    "float32_matmul_precision": "highest",
    "allow_tf32": false,
    "classes": 10,
    "input_features": 81,
    "basis_dimensions": 40,
    "basis_samples": 2000,
    "subspace_rounds": 3,
    "sqrt_iterations": 6,
    "tiny": 1e-06,
    "shrinkage": 0.05
  },
  "scope": "CUDA-graph replays of complete feature transform, basis fitting, projection, QDA training and 10000 predictions on device-resident normalized float32 inputs; includes host-dispatch gaps between graph replays; excludes transfers, area-resize preprocessing, allocation, JIT and capture. Signed NVML total-energy deltas minus mean paired idle power times measured wall duration; negative estimates are retained.",
  "concurrency_monitor": {
    "interval_s": 1.0,
    "sample_count": 111,
    "interference_observations": [],
    "errors": []
  },
  "measurement_valid": true,
  "requested_rounds": 5,
  "rounds": [
    {
      "round": 0,
      "repeats": 3000,
      "cuda_ms": 3.377037109375,
      "wall_ms": 3.3780340651666667,
      "gross_mj": 388.6256666666667,
      "adjusted_mj": 154.85615065111494,
      "idle_before_w": 67.9644180033519,
      "idle_after_w": 70.44124132739137,
      "average_power_w": 115.04492233339647,
      "measurement_start": {
        "energy_mj": 27883401741,
        "time_s": 11.253587749000001,
        "read_duration_s": 0.00259494600000032
      },
      "measurement_end": {
        "energy_mj": 27884567618,
        "time_s": 21.3876899445,
        "read_duration_s": 0.0030058150000016326
      },
      "idle_before": {
        "start": {
          "energy_mj": 27883061637,
          "time_s": 6.245727522999999,
          "read_duration_s": 0.0036332379999999276
        },
        "end": {
          "energy_mj": 27883401741,
          "time_s": 11.249875428500001,
          "read_duration_s": 0.0028361710000002205
        },
        "power_w": 67.9644180033519
      },
      "idle_after": {
        "start": {
          "energy_mj": 27884567618,
          "time_s": 21.390576357,
          "read_duration_s": 0.00251864399999846
        },
        "end": {
          "energy_mj": 27884920029,
          "time_s": 26.393483650500002,
          "read_duration_s": 0.002827931000002337
        },
        "power_w": 70.44124132739137
      }
    },
    {
      "round": 1,
      "repeats": 3000,
      "cuda_ms": 3.3889202473958333,
      "wall_ms": 3.389921652666667,
      "gross_mj": 391.029,
      "adjusted_mj": 165.56390141042112,
      "idle_before_w": 62.99995379742268,
      "idle_after_w": 70.0208777679427,
      "average_power_w": 115.3504535104517,
      "measurement_start": {
        "energy_mj": 27885235288,
        "time_s": 31.406175992,
        "read_duration_s": 0.0026838480000002107
      },
      "measurement_end": {
        "energy_mj": 27886408375,
        "time_s": 41.57594095,
        "read_duration_s": 0.0029723940000039306
      },
      "idle_before": {
        "start": {
          "energy_mj": 27884920029,
          "time_s": 26.3982571785,
          "read_duration_s": 0.004118548999997529
        },
        "end": {
          "energy_mj": 27885235288,
          "time_s": 31.4023719595,
          "read_duration_s": 0.002897753000002723
        },
        "power_w": 62.99995379742268
      },
      "idle_after": {
        "start": {
          "energy_mj": 27886408375,
          "time_s": 41.578858683,
          "read_duration_s": 0.0025934460000058834
        },
        "end": {
          "energy_mj": 27886758729,
          "time_s": 46.5824234935,
          "read_duration_s": 0.002815140999999244
        },
        "power_w": 70.0208777679427
      }
    },
    {
      "round": 2,
      "repeats": 3000,
      "cuda_ms": 3.3828063151041667,
      "wall_ms": 3.3866482059999994,
      "gross_mj": 392.85366666666664,
      "adjusted_mj": 167.74359345338846,
      "idle_before_w": 62.900688232753176,
      "idle_after_w": 70.03905603383998,
      "average_power_w": 116.00073074335337,
      "measurement_start": {
        "energy_mj": 27887073480,
        "time_s": 51.5949969145,
        "read_duration_s": 0.0028065209999965646
      },
      "measurement_end": {
        "energy_mj": 27888252041,
        "time_s": 61.7549415325,
        "read_duration_s": 0.01981428700000265
      },
      "idle_before": {
        "start": {
          "energy_mj": 27886758729,
          "time_s": 46.5865400275,
          "read_duration_s": 0.002719689000002745
        },
        "end": {
          "energy_mj": 27887073480,
          "time_s": 51.590475737,
          "read_duration_s": 0.004528198000002703
        },
        "power_w": 62.900688232753176
      },
      "idle_after": {
        "start": {
          "energy_mj": 27888252041,
          "time_s": 61.7668945745,
          "read_duration_s": 0.0037801910000041516
        },
        "end": {
          "energy_mj": 27888602535,
          "time_s": 66.771159621,
          "read_duration_s": 0.002832372000000305
        },
        "power_w": 70.03905603383998
      }
    },
    {
      "round": 3,
      "repeats": 3000,
      "cuda_ms": 3.3771175130208335,
      "wall_ms": 3.378107940833331,
      "gross_mj": 390.7013333333333,
      "adjusted_mj": 164.96579697693616,
      "idle_before_w": 63.01385863511979,
      "idle_after_w": 70.63227719599958,
      "average_power_w": 115.65685294145837,
      "measurement_start": {
        "energy_mj": 27888917827,
        "time_s": 71.781870997,
        "read_duration_s": 0.002609315999990258
      },
      "measurement_end": {
        "energy_mj": 27890089931,
        "time_s": 81.91619481949999,
        "read_duration_s": 0.0028778110000047263
      },
      "idle_before": {
        "start": {
          "energy_mj": 27888602535,
          "time_s": 66.77491411700001,
          "read_duration_s": 0.00265783799999042
        },
        "end": {
          "energy_mj": 27888917827,
          "time_s": 71.7784483685,
          "read_duration_s": 0.0027614689999921893
        },
        "power_w": 63.01385863511979
      },
      "idle_after": {
        "start": {
          "energy_mj": 27890089931,
          "time_s": 81.91913806299999,
          "read_duration_s": 0.0027222279999961074
        },
        "end": {
          "energy_mj": 27890443310,
          "time_s": 86.922219006,
          "read_duration_s": 0.00303558599999576
        },
        "power_w": 70.63227719599958
      }
    },
    {
      "round": 4,
      "repeats": 3000,
      "cuda_ms": 3.388357421875,
      "wall_ms": 3.3894455138333326,
      "gross_mj": 392.37766666666664,
      "adjusted_mj": 166.31412415198506,
      "idle_before_w": 63.22054183152247,
      "idle_after_w": 70.17209811034961,
      "average_power_w": 115.76455944350103,
      "measurement_start": {
        "energy_mj": 27890759866,
        "time_s": 91.94081776499999,
        "read_duration_s": 0.0026242859999996426
      },
      "measurement_end": {
        "energy_mj": 27891936999,
        "time_s": 102.10915430649999,
        "read_duration_s": 0.0034454850000003034
      },
      "idle_before": {
        "start": {
          "energy_mj": 27890443310,
          "time_s": 86.9287885675,
          "read_duration_s": 0.007498841000000311
        },
        "end": {
          "energy_mj": 27890759866,
          "time_s": 91.9359585605,
          "read_duration_s": 0.00458410900000672
        },
        "power_w": 63.22054183152247
      },
      "idle_after": {
        "start": {
          "energy_mj": 27891936999,
          "time_s": 102.11235599049999,
          "read_duration_s": 0.002644216999996729
        },
        "end": {
          "energy_mj": 27892288118,
          "time_s": 107.11603992549999,
          "read_duration_s": 0.0028561609999968596
        },
        "power_w": 70.17209811034961
      }
    }
  ],
  "summary": {
    "cuda_ms_median": 3.3828063151041667,
    "wall_ms_median": 3.3866482059999994,
    "gross_mj_median": 391.029,
    "adjusted_mj_median": 165.56390141042112,
    "adjusted_mj_min": 154.85615065111494,
    "adjusted_mj_max": 167.74359345338846,
    "adjusted_mj_sample_sd": 5.155004152674542,
    "negative_adjusted_rounds": 0,
    "energy_interpretation": "Idle subtraction measures a small difference between much larger totals. Round spread and idle drift limit precision; this is not a statistical confidence interval."
  },
  "completed_at_utc": "2026-09-15T19:16:17Z"
}