{
  "description": "BP+pen 30ep multi-seed result (matched control for \u00a75 \u00b63)",
  "config": {
    "arch": "4-block d=256 pre-LN ResMLP",
    "dataset": "CIFAR-10",
    "epochs": 30,
    "batch": 128,
    "optimizer": "AdamW lr=1e-3 wd=0.01",
    "schedule": "cosine",
    "penalty_lam": 0.01
  },
  "per_seed_acc": {
    "42": 0.5303,
    "123": 0.5262,
    "456": 0.5397
  },
  "mean_acc": 0.5321,
  "std_ddof0": 0.0057,
  "std_ddof1": 0.0069,
  "frozen_baseline": 0.349,
  "margin_pp_per_seed": {
    "42": 18.13,
    "123": 17.72,
    "456": 19.07
  },
  "margin_pp_mean": 18.31,
  "source_files": [
    "results/bp_with_penalty/bp_pen_lam0.01_s{42,123,456}.json"
  ],
  "paper_section": "used in \u00a75 \u00b63 (was previously single-seed s42)"
}