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Diffstat (limited to 'results/matched_30ep_control_summary.json')
| -rw-r--r-- | results/matched_30ep_control_summary.json | 71 |
1 files changed, 71 insertions, 0 deletions
diff --git a/results/matched_30ep_control_summary.json b/results/matched_30ep_control_summary.json new file mode 100644 index 0000000..23acca3 --- /dev/null +++ b/results/matched_30ep_control_summary.json @@ -0,0 +1,71 @@ +{ + "matched_30ep_control": { + "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*mean(||f_l(h_l)||^2) on residual branches" + }, + "bp_no_pen_3seed": { + "per_seed": { + "42": 0.5851, + "123": 0.5845, + "456": 0.5863 + }, + "mean": 0.5853, + "std_ddof0": 0.00075, + "std_ddof1": 0.00092, + "source_files": [ + "results/bp_no_penalty_30ep/bp_pen_lam0.0_s{42,123,456}.json" + ] + }, + "bp_with_pen_s42": { + "acc": 0.5303, + "lam": 0.01, + "source": "results/bp_with_penalty/bp_pen_lam0.01_s42.json", + "note": "single-seed (s42 only); v2.30 polish identified the matched 30-ep no-pen 3-seed control was missing" + }, + "dfa_no_pen_3seed": { + "per_seed": { + "42": 0.307, + "123": 0.2985, + "456": 0.2966 + }, + "mean": 0.3007, + "std_ddof0": 0.0045, + "std_ddof1": 0.0055, + "source_files": [ + "results/dfa_no_penalty_30ep/results_cifar10.json" + ] + }, + "dfa_with_pen_3seed": { + "per_seed": { + "42": 0.3593, + "123": 0.361, + "456": 0.3604 + }, + "mean": 0.3602, + "std_ddof0": 0.0007, + "std_ddof1": 0.0009, + "source_files": [ + "results/dfa_pen_short/dfa_pen_lam0.01_s{42,123,456}.json" + ], + "lam": 0.01 + }, + "penalty_costs": { + "bp_pen_cost_pp": 5.5, + "dfa_pen_rescue_pp": 5.9 + }, + "margins_vs_frozen_0.349": { + "bp_no_pen_pp": 23.6, + "bp_with_pen_pp": 18.1, + "dfa_no_pen_pp": -4.8, + "dfa_with_pen_pp": 1.1, + "sb_with_pen_pp": 10.4, + "cb_with_pen_pp": 1.1 + } + } +}
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