Monotone Singular-Value ICNN Envelope / results/metrics.json

Mechanism confirmed, baseline not beaten

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 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}