{
  "run_id": "controller_v2s5_seed01_20261030004719",
  "name": "controller_v2s5",
  "seed": 1,
  "code_commit": "unknown",
  "config_sha256": "04f738198090a4de2d6b75ad91a1103ff5874eb3930ee4ddeb93d485c82d210e",
  "started_at": "2026-10-30T00:47:19-0400",
  "host": "simonpirresMBP2",
  "python": "3.12.13",
  "torch": "2.15.0",
  "command": "/Users/simon-pierreboucher/wp31/prisme-slm/training/train_controller.py --config configs/experiments/controller_v2s5.yaml --device mps",
  "state": "completed",
  "wall_seconds": 214.63,
  "device": "mps",
  "checkpoint_parent": "experiments/runs/p4v2_prisme_seed05_20261030001839/checkpoint",
  "labels_train": "experiments/runs/labels_v2s5_seed01_20261030004544/labels_train.pt",
  "labels_calib": "experiments/runs/labels_v2s5_seed01_20261030004544/labels_calib.pt",
  "finished_at": "2026-10-30T00:50:54-0400",
  "eval_train": {
    "huber": 0.0011708975357059353,
    "sign_acc": 0.5854783514357983,
    "harm_brier": 0.1559505601703296,
    "harm_ece": 0.036413855850696564,
    "n_labels": 26884,
    "oracle_opportunity_per_state": 0.018150935190673526,
    "regret_per_state": 0.01348762697415052,
    "captured_fraction": 0.2569183442911057,
    "top1_match": 0.13070283600493218,
    "n_audit_states": 1622
  },
  "eval_calib": {
    "huber": 0.0012304305638312443,
    "sign_acc": 0.5724847674245802,
    "harm_brier": 0.15660187138333365,
    "harm_ece": 0.035052504390478134,
    "n_labels": 26916,
    "oracle_opportunity_per_state": 0.01748203463105083,
    "regret_per_state": 0.012242587069247631,
    "captured_fraction": 0.29970467810978474,
    "top1_match": 0.12401215805471125,
    "n_audit_states": 1645
  },
  "sweep": [
    {
      "lambda": 0.0,
      "kappa": 0.0,
      "loss": 0.487720724809495,
      "edits_per_token": 4.8795966785290625,
      "extra_ops_ratio": 0.6287084242344468,
      "loss_reduction": -0.0003146989489789531,
      "reduction_per_ops": -0.0005005483255010452
    },
    {
      "lambda": 0.0,
      "kappa": 0.5,
      "loss": 0.48171681215188966,
      "edits_per_token": 2.2829181494661923,
      "extra_ops_ratio": 0.28294448807287614,
      "loss_reduction": 0.005689213708626406,
      "reduction_per_ops": 0.020107172779280553
    },
    {
      "lambda": 0.01,
      "kappa": 0.0,
      "loss": 0.48751331704932743,
      "edits_per_token": 4.635231316725979,
      "extra_ops_ratio": 0.5936513789890783,
      "loss_reduction": -0.00010729118881136479,
      "reduction_per_ops": -0.00018073096872792523
    },
    {
      "lambda": 0.01,
      "kappa": 0.5,
      "loss": 0.4818692801261712,
      "edits_per_token": 2.0604982206405693,
      "extra_ops_ratio": 0.2531782197782578,
      "loss_reduction": 0.005536745734344872,
      "reduction_per_ops": 0.021868965423621926
    },
    {
      "lambda": 0.03,
      "kappa": 0.0,
      "loss": 0.4871485858342543,
      "edits_per_token": 4.19276393831554,
      "extra_ops_ratio": 0.5301106680330433,
      "loss_reduction": 0.0002574400262617682,
      "reduction_per_ops": 0.0004856344944292297
    },
    {
      "lambda": 0.03,
      "kappa": 0.5,
      "loss": 0.481783123627252,
      "edits_per_token": 1.6470937129300118,
      "extra_ops_ratio": 0.19815764874043132,
      "loss_reduction": 0.00562290223326406,
      "reduction_per_ops": 0.028375903070133598
    },
    {
      "lambda": 0.1,
      "kappa": 0.0,
      "loss": 0.48400851076608026,
      "edits_per_token": 2.6008303677342823,
      "extra_ops_ratio": 0.3149032049756033,
      "loss_reduction": 0.00339751509443581,
      "reduction_per_ops": 0.010789077534790501
    },
    {
      "lambda": 0.1,
      "kappa": 0.5,
      "loss": 0.48234007847832333,
      "edits_per_token": 0.9513641755634639,
      "extra_ops_ratio": 0.10998045705250008,
      "loss_reduction": 0.005065947382192737,
      "reduction_per_ops": 0.04606225067581293
    },
    {
      "lambda": 0.3,
      "kappa": 0.0,
      "loss": 0.48033914758358703,
      "edits_per_token": 0.8896797153024911,
      "extra_ops_ratio": 0.10432906903123233,
      "loss_reduction": 0.007066878276929034,
      "reduction_per_ops": 0.06773642612313034
    },
    {
      "lambda": 0.3,
      "kappa": 0.5,
      "loss": 0.48367020866059185,
      "edits_per_token": 0.2568208778173191,
      "extra_ops_ratio": 0.027824353634391955,
      "loss_reduction": 0.0037358171999242185,
      "reduction_per_ops": 0.13426429411487234
    }
  ],
  "baseline_budget0": {
    "loss": 0.48740602586051607,
    "edits_per_token": 0.0,
    "extra_ops_ratio": 0.0
  },
  "selected": {
    "lambda": 0.3,
    "kappa": 0.5,
    "loss": 0.48367020866059185,
    "edits_per_token": 0.2568208778173191,
    "extra_ops_ratio": 0.027824353634391955,
    "loss_reduction": 0.0037358171999242185,
    "reduction_per_ops": 0.13426429411487234
  },
  "checkpoint_sha256": "958788a3ebabeed125e43ca842c6e0c0a26b2eb9741f65b990ede4325bfbceb9",
  "selection_rule": "max_loss_reduction_per_ops"
}