{
  "all_raw_sites_consumed_when_raw_enabled": true,
  "arm": "raw_plus_all_sidecar",
  "best_epoch": 12,
  "best_inner_validation_rmse": 0.29564625910355785,
  "checkpoint_artifact": {
    "path": "checkpoint.pt",
    "sha256": "66439a336847122deb2f13fb96e407aeff4fddd593a2168d1ca580e1a0c28ab5"
  },
  "curve": [
    {
      "epoch": 1,
      "fit_raw_sites_consumed": 36722254433,
      "fit_rmse": 0.34087404218659645,
      "fit_seconds": 15098.081735803004,
      "inner_raw_sites_consumed": 206175097,
      "inner_seconds": 45.10423895799613,
      "inner_validation_mae": 0.20996905645355582,
      "inner_validation_rmse": 0.3312836728049844,
      "learning_rate": 0.0002951444302461922,
      "world_size": 4
    },
    {
      "epoch": 2,
      "fit_raw_sites_consumed": 36722254433,
      "fit_rmse": 0.31444703204244884,
      "fit_seconds": 15090.712951476002,
      "inner_raw_sites_consumed": 206175097,
      "inner_seconds": 44.60768667497905,
      "inner_validation_mae": 0.20058076480403542,
      "inner_validation_rmse": 0.3221521386574506,
      "learning_rate": 0.0002809086200392825,
      "world_size": 4
    },
    {
      "epoch": 3,
      "fit_raw_sites_consumed": 36722254433,
      "fit_rmse": 0.306523782969338,
      "fit_seconds": 15086.540569486999,
      "inner_raw_sites_consumed": 206175097,
      "inner_seconds": 45.390437073016074,
      "inner_validation_mae": 0.20495079054683446,
      "inner_validation_rmse": 0.3260795499437604,
      "learning_rate": 0.000258262716319083,
      "world_size": 4
    },
    {
      "epoch": 4,
      "fit_raw_sites_consumed": 36722254433,
      "fit_rmse": 0.3012292016400525,
      "fit_seconds": 15124.13770476199,
      "inner_raw_sites_consumed": 206175097,
      "inner_seconds": 44.548844887991436,
      "inner_validation_mae": 0.19201846178621054,
      "inner_validation_rmse": 0.313239853650842,
      "learning_rate": 0.00022875,
      "world_size": 4
    },
    {
      "epoch": 5,
      "fit_raw_sites_consumed": 36722254433,
      "fit_rmse": 0.29665308876240726,
      "fit_seconds": 15065.592401795002,
      "inner_raw_sites_consumed": 206175097,
      "inner_seconds": 44.03431639200426,
      "inner_validation_mae": 0.18792768684402109,
      "inner_validation_rmse": 0.3123453922196243,
      "learning_rate": 0.00019438171392710925,
      "world_size": 4
    },
    {
      "epoch": 6,
      "fit_raw_sites_consumed": 36722254433,
      "fit_rmse": 0.292632265712787,
      "fit_seconds": 15058.629629426025,
      "inner_raw_sites_consumed": 206175097,
      "inner_seconds": 43.858921767998254,
      "inner_validation_mae": 0.18596054547280072,
      "inner_validation_rmse": 0.30963140134950584,
      "learning_rate": 0.00015750000000000003,
      "world_size": 4
    },
    {
      "epoch": 7,
      "fit_raw_sites_consumed": 36722254433,
      "fit_rmse": 0.2887900081237377,
      "fit_seconds": 15100.54132378599,
      "inner_raw_sites_consumed": 206175097,
      "inner_seconds": 44.61221433701576,
      "inner_validation_mae": 0.18670305621251465,
      "inner_validation_rmse": 0.3076383556016324,
      "learning_rate": 0.00012061828607289084,
      "world_size": 4
    },
    {
      "epoch": 8,
      "fit_raw_sites_consumed": 36722254433,
      "fit_rmse": 0.2852680109873503,
      "fit_seconds": 15105.252510551014,
      "inner_raw_sites_consumed": 206175097,
      "inner_seconds": 45.254287110001314,
      "inner_validation_mae": 0.17927646996453406,
      "inner_validation_rmse": 0.30296562367939545,
      "learning_rate": 8.625000000000005e-05,
      "world_size": 4
    },
    {
      "epoch": 9,
      "fit_raw_sites_consumed": 36722254433,
      "fit_rmse": 0.28190212940809534,
      "fit_seconds": 15109.145124823,
      "inner_raw_sites_consumed": 206175097,
      "inner_seconds": 45.04117431101622,
      "inner_validation_mae": 0.17761979158595204,
      "inner_validation_rmse": 0.29856353093021126,
      "learning_rate": 5.6737283680917e-05,
      "world_size": 4
    },
    {
      "epoch": 10,
      "fit_raw_sites_consumed": 36722254433,
      "fit_rmse": 0.2792003421644127,
      "fit_seconds": 15115.779493177019,
      "inner_raw_sites_consumed": 206175097,
      "inner_seconds": 45.14029743798892,
      "inner_validation_mae": 0.17527823546901344,
      "inner_validation_rmse": 0.2984785894159893,
      "learning_rate": 3.4091379960717494e-05,
      "world_size": 4
    },
    {
      "epoch": 11,
      "fit_raw_sites_consumed": 36722254433,
      "fit_rmse": 0.2769203732896985,
      "fit_seconds": 15059.704184403003,
      "inner_raw_sites_consumed": 206175097,
      "inner_seconds": 43.408416548976675,
      "inner_validation_mae": 0.17450068172067404,
      "inner_validation_rmse": 0.296249679580655,
      "learning_rate": 1.9855569753807785e-05,
      "world_size": 4
    },
    {
      "epoch": 12,
      "fit_raw_sites_consumed": 36722254433,
      "fit_rmse": 0.2754198010391387,
      "fit_seconds": 15058.952385816025,
      "inner_raw_sites_consumed": 206175097,
      "inner_seconds": 44.07527311699232,
      "inner_validation_mae": 0.17352580783888696,
      "inner_validation_rmse": 0.29564625910355785,
      "learning_rate": 1.4999999999999999e-05,
      "world_size": 4
    }
  ],
  "device": "cuda",
  "direct_64_bin_output": true,
  "epochs_ran": 12,
  "evaluation_raw_sites_consumed": 216060598,
  "evaluation_seconds": 200.81153906905092,
  "experiment_signature": "3ca82bb9f687729cbfb65b05c31df0ec2bbc45a26a6ba23acd76df6d057797de",
  "fit_rows": 89996,
  "fit_seconds": 181073.07001530507,
  "fixed_epoch_budget": 12,
  "gpu_name": "NVIDIA GeForce RTX 4090",
  "hazard_tail_survival_dual_or_class_head": false,
  "initial_state_sha256": "7ecf840102b35595f25ab8b6f6d6fbe36ad9fed367b184e33444a2f76b85b100",
  "inner_rows": 500,
  "inner_validation_seconds": 535.0761086159764,
  "mechanism_evaluation_artifact": {
    "path": "mechanism_evaluation.npz",
    "sha256": "e1b6fb0397de740c75e5396415ed3fc4f97346158b1c80872f286a1ab606b329"
  },
  "mechanism_evaluation_metrics": {
    "constant_predictor_rmse": 0.402485317024815,
    "label_spread_strata": {
      "flat": {
        "constant_predictor_rmse": 0.15479404880509584,
        "label_spread_range": [
          0.0,
          0.24
        ],
        "mae": 0.09360358197756899,
        "n_samples": 123,
        "rmse": 0.1436479484639223
      },
      "moderate": {
        "constant_predictor_rmse": 0.31611850295071287,
        "label_spread_range": [
          0.24,
          0.4
        ],
        "mae": 0.15201989890642695,
        "n_samples": 194,
        "rmse": 0.2331097103280478
      },
      "structured": {
        "constant_predictor_rmse": 0.5661845833240783,
        "label_spread_range": [
          0.4,
          null
        ],
        "mae": 0.2350760534344638,
        "n_samples": 183,
        "rmse": 0.3923640478870658
      }
    },
    "mae": 0.16804803749918937,
    "n_samples": 500,
    "per_bin_mae": [
      0.20169192790985108,
      0.19998913764953613,
      0.1942358236312866,
      0.18924160385131836,
      0.1786602282524109,
      0.17287541484832764,
      0.16899711894989014,
      0.1672422320842743,
      0.16411268377304078,
      0.1675063877105713,
      0.16890448093414306,
      0.16627783441543578,
      0.16986408948898316,
      0.1631735382080078,
      0.16132657957077026,
      0.14841758346557618,
      0.14817850589752196,
      0.14446694660186768,
      0.14677689170837402,
      0.14296780824661254,
      0.14180426502227783,
      0.14598267555236816,
      0.14376418566703797,
      0.13781293511390685,
      0.13464703631401062,
      0.1399448585510254,
      0.13249676990509032,
      0.13033871173858644,
      0.12443238925933837,
      0.12065467548370361,
      0.1233967113494873,
      0.12303443908691407,
      0.12051682472229004,
      0.12519490718841553,
      0.13106551933288574,
      0.13314309406280517,
      0.13869336271286012,
      0.14007183361053466,
      0.15588291692733763,
      0.16631028079986573,
      0.17281942892074584,
      0.16888595581054688,
      0.16396772623062134,
      0.16385178089141847,
      0.16056319904327393,
      0.16767566108703613,
      0.17306171655654906,
      0.17412895011901855,
      0.17518114471435547,
      0.18032619047164916,
      0.18147862386703492,
      0.18711848640441894,
      0.19098834276199342,
      0.19500057077407837,
      0.20169839763641356,
      0.20566725587844847,
      0.20789461183547975,
      0.2123627061843872,
      0.2158780574798584,
      0.22555310916900634,
      0.23377195405960083,
      0.23035997533798216,
      0.23742619943618776,
      0.2553191456794739
    ],
    "per_bin_rmse": [
      0.2819418485320672,
      0.2788502766086884,
      0.27289224885126334,
      0.26886952732089203,
      0.2564628434300029,
      0.24817675854227503,
      0.24624635338985015,
      0.24552712283868594,
      0.24589760526499801,
      0.26139918240635035,
      0.2658251528890732,
      0.2569750302248488,
      0.26896279384694605,
      0.2602885612300516,
      0.26046314988515074,
      0.23313392036331027,
      0.243578525544524,
      0.23627639268588047,
      0.2403076227445285,
      0.2345328921796551,
      0.22228622840969348,
      0.23039393773078432,
      0.23302763388025302,
      0.21066365589246772,
      0.2174826662653095,
      0.23405585285039598,
      0.21660457956159523,
      0.2027580048724039,
      0.19020919911030462,
      0.1862559264681172,
      0.19260170784657196,
      0.1907806120545217,
      0.1896077909604853,
      0.20735086400679795,
      0.21854841086910495,
      0.22887007347359797,
      0.24033269864515702,
      0.24174720823873377,
      0.2786224569256669,
      0.3059284883238336,
      0.31727660047245165,
      0.3132094032944006,
      0.3017479965731763,
      0.2936456178609491,
      0.28412538037398877,
      0.31277327207613254,
      0.31859022773522316,
      0.31785024899503606,
      0.3257192459064496,
      0.3402205853662137,
      0.33933019681251325,
      0.345368285973525,
      0.3567534523623315,
      0.36026876463312374,
      0.3658580104592019,
      0.37470922308683635,
      0.37564917149095867,
      0.3761344792175013,
      0.3804524331850799,
      0.3830505445242531,
      0.39829760736856207,
      0.39236717500465007,
      0.39924621899859164,
      0.4236096956968575
    ],
    "rmse": 0.28723796994893297
  },
  "mechanism_evaluation_rows": 500,
  "mechanism_evaluation_rows_requested": 500,
  "model_name": "carrier_raw_summary_capacity_matched_direct64_nw_residual_v1",
  "model_parameters": 1026409,
  "optimizer_boundaries_sha256": "27140647f34c5befb3c5784fe61165998d9857bdab581758a28ea16f6608df40",
  "peak_cuda_allocated_bytes": 12197892096,
  "peak_cuda_reserved_bytes": 12949913600,
  "publication_benchmark": false,
  "row_order_sha256": "70b7fc2d0fc249d228ce284133d71ac3a0550a505b289925331708401942c5f7",
  "schema": "dlcoalsim-carrier-raw-summary-fusion-v1",
  "seed": 20260728,
  "segment_reduction_backend": "padded",
  "selection_access_count": 0,
  "selection_rows_read": 0,
  "stage": "pilot",
  "status": "complete",
  "summary_only_skips_raw_io": false,
  "trainable_parameters": 1026409,
  "training_objective": {
    "mode_weight_alpha": 0.0,
    "principal_basis_rows": 0,
    "spectral_decoupling": 0.0
  },
  "training_raw_sites_consumed": 133269685380,
  "training_seconds": 181073.07001530507
}