{
  "run_id": "controller_v2s4_seed01_20261030004719",
  "name": "controller_v2s4",
  "seed": 1,
  "code_commit": "unknown",
  "config_sha256": "e2fd878b8eb564a3b6415335bf21da1ff862fdf95dfbdb47fefa2577cda90381",
  "started_at": "2026-10-30T00:47:19-0400",
  "host": "M5M36",
  "python": "3.12.14",
  "torch": "2.15.0",
  "command": "/Users/simon-pierreboucher/wp31/prisme-slm/training/train_controller.py --config configs/experiments/controller_v2s4.yaml --device mps",
  "state": "completed",
  "wall_seconds": 217.1,
  "device": "mps",
  "checkpoint_parent": "experiments/runs/p4v2_prisme_seed04_20261030001749/checkpoint",
  "labels_train": "experiments/runs/labels_v2s4_seed01_20261030004544/labels_train.pt",
  "labels_calib": "experiments/runs/labels_v2s4_seed01_20261030004544/labels_calib.pt",
  "finished_at": "2026-10-30T00:50:56-0400",
  "eval_train": {
    "huber": 0.0012207997952024066,
    "sign_acc": 0.6253905668799286,
    "harm_brier": 0.14596635829549232,
    "harm_ece": 0.06639833003282547,
    "n_labels": 26884,
    "oracle_opportunity_per_state": 0.017455400138836164,
    "regret_per_state": 0.012565521732358545,
    "captured_fraction": 0.28013556650576177,
    "top1_match": 0.059802712700369916,
    "n_audit_states": 1622
  },
  "eval_calib": {
    "huber": 0.0012847311736074417,
    "sign_acc": 0.6326348640213999,
    "harm_brier": 0.15521432896712006,
    "harm_ece": 0.07186548411846161,
    "n_labels": 26916,
    "oracle_opportunity_per_state": 0.023318092004144083,
    "regret_per_state": 0.011166786567780747,
    "captured_fraction": 0.52111062235297,
    "top1_match": 0.06018237082066869,
    "n_audit_states": 1645
  },
  "sweep": [
    {
      "lambda": 0.0,
      "kappa": 0.0,
      "loss": 0.49249181147854804,
      "edits_per_token": 3.6684460260972718,
      "extra_ops_ratio": 0.470991978583104,
      "loss_reduction": -0.005085785618031968,
      "reduction_per_ops": -0.010798030219817446
    },
    {
      "lambda": 0.0,
      "kappa": 0.5,
      "loss": 0.4869922624364018,
      "edits_per_token": 1.9780545670225385,
      "extra_ops_ratio": 0.23909690739279824,
      "loss_reduction": 0.00041376342411425515,
      "reduction_per_ops": 0.0017305260391114452
    },
    {
      "lambda": 0.01,
      "kappa": 0.0,
      "loss": 0.4923982970937998,
      "edits_per_token": 3.5539739027283512,
      "extra_ops_ratio": 0.4550833967939673,
      "loss_reduction": -0.004992271233283718,
      "reduction_per_ops": -0.010970013998431808
    },
    {
      "lambda": 0.01,
      "kappa": 0.5,
      "loss": 0.48735612482362795,
      "edits_per_token": 1.8612099644128113,
      "extra_ops_ratio": 0.22442850155903918,
      "loss_reduction": 4.990103688812253e-05,
      "reduction_per_ops": 0.00022234714638058275
    },
    {
      "lambda": 0.03,
      "kappa": 0.0,
      "loss": 0.4913539094574228,
      "edits_per_token": 3.295373665480427,
      "extra_ops_ratio": 0.4207166149098678,
      "loss_reduction": -0.003947883596906732,
      "reduction_per_ops": -0.009383712116414766
    },
    {
      "lambda": 0.03,
      "kappa": 0.5,
      "loss": 0.48911659177370626,
      "edits_per_token": 1.6779359430604983,
      "extra_ops_ratio": 0.20157079821096763,
      "loss_reduction": -0.0017105659131901874,
      "reduction_per_ops": -0.008486179190499004
    },
    {
      "lambda": 0.1,
      "kappa": 0.0,
      "loss": 0.4855112390303244,
      "edits_per_token": 2.543890865954923,
      "extra_ops_ratio": 0.3220053658083806,
      "loss_reduction": 0.0018947868301916748,
      "reduction_per_ops": 0.0058843330931299676
    },
    {
      "lambda": 0.1,
      "kappa": 0.5,
      "loss": 0.486984067398741,
      "edits_per_token": 1.0504151838671412,
      "extra_ops_ratio": 0.12493916508141786,
      "loss_reduction": 0.0004219584617750627,
      "reduction_per_ops": 0.0033773113618943205
    },
    {
      "lambda": 0.3,
      "kappa": 0.0,
      "loss": 0.4817445196149471,
      "edits_per_token": 1.0581257413997627,
      "extra_ops_ratio": 0.1268179996440702,
      "loss_reduction": 0.005661506245568992,
      "reduction_per_ops": 0.04464276570722361
    },
    {
      "lambda": 0.3,
      "kappa": 0.5,
      "loss": 0.48625035585740567,
      "edits_per_token": 0.1951364175563464,
      "extra_ops_ratio": 0.02227253153089385,
      "loss_reduction": 0.0011556700031103984,
      "reduction_per_ops": 0.05188768063959807
    }
  ],
  "baseline_budget0": {
    "loss": 0.48740602586051607,
    "edits_per_token": 0.0,
    "extra_ops_ratio": 0.0
  },
  "selected": {
    "lambda": 0.3,
    "kappa": 0.5,
    "loss": 0.48625035585740567,
    "edits_per_token": 0.1951364175563464,
    "extra_ops_ratio": 0.02227253153089385,
    "loss_reduction": 0.0011556700031103984,
    "reduction_per_ops": 0.05188768063959807
  },
  "checkpoint_sha256": "ce86e3a12b5d5af217859afaccfe238677ad488c5ee0b4f219200742f99a7fa2",
  "selection_rule": "max_loss_reduction_per_ops"
}