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+{
+ "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)"
+} \ No newline at end of file