Monotone Singular-Value ICNN Envelope / results/metrics.json
Mechanism confirmed, baseline not beaten
1{
2 "baseline_rmse": 0.08293364197015762,
3 "idea_rmse": 0.1828814148902893,
4 "baseline_grid_lower_violation": 0.47669997811317444,
5 "idea_grid_lower_violation": 0.36089998483657837,
6 "baseline_grid_mean_signed_error": -0.00041896250331774354,
7 "idea_grid_mean_signed_error": -0.0898156687617302,
8 "baseline_seconds": 7.479986518970691,
9 "idea_seconds": 9.267364880011883,
10 "baseline_parameters": 697,
11 "idea_parameters": 543,
12 "sanity_jensen_violation": 0.0,
13 "sanity_monotonicity_violation": 0.0,
14 "sanity_lower_not_applicable": 0.8017500042915344,
15 "baseline_random_jensen_violation": 0.003750000149011612,
16 "idea_random_jensen_violation": 0.0,
17 "baseline_random_monotonicity_violation": 0.47562503814697266,
18 "idea_random_monotonicity_violation": 0.0,
19 "baseline_random_lower_violation": 0.4710000157356262,
20 "idea_random_lower_violation": 0.37700000405311584,
21 "svd_energy_shape_ok": true,
22 "device": "cuda"
23}