Legendre Feasibility Layer / results.json

Mechanism confirmed, baseline not beaten

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 1{
 2  "device": "cuda",
 3  "checks": {
 4    "jacobian_scaling": [
 5      {
 6        "eps": 0.05,
 7        "predicted_tangent_gain": 2.8571428571428568,
 8        "measured_tangent_gain": 2.857142857142857,
 9        "relative_error": 1.5543122344752193e-16
10      },
11      {
12        "eps": 0.1,
13        "predicted_tangent_gain": 1.4285714285714284,
14        "measured_tangent_gain": 1.4285714285714286,
15        "relative_error": 1.5543122344752193e-16
16      },
17      {
18        "eps": 0.2,
19        "predicted_tangent_gain": 0.7142857142857142,
20        "measured_tangent_gain": 0.7142857142857143,
21        "relative_error": 1.5543122344752193e-16
22      },
23      {
24        "eps": 0.4,
25        "predicted_tangent_gain": 0.3571428571428571,
26        "measured_tangent_gain": 0.35714285714285715,
27        "relative_error": 1.5543122344752193e-16
28      }
29    ],
30    "log_ratio_scaling": [
31      {
32        "eps": 0.05,
33        "predicted_log_ratio": 7.3999999999999995,
34        "measured_log_ratio": 7.399999999999999,
35        "absolute_error": 8.881784197001252e-16
36      },
37      {
38        "eps": 0.1,
39        "predicted_log_ratio": 3.6999999999999997,
40        "measured_log_ratio": 3.6999999999999993,
41        "absolute_error": 4.440892098500626e-16
42      },
43      {
44        "eps": 0.25,
45        "predicted_log_ratio": 1.48,
46        "measured_log_ratio": 1.48,
47        "absolute_error": 0.0
48      },
49      {
50        "eps": 0.5,
51        "predicted_log_ratio": 0.74,
52        "measured_log_ratio": 0.7399999999999999,
53        "absolute_error": 1.1102230246251565e-16
54      }
55    ],
56    "epsilon_score_equivariance": [
57      {
58        "eps": 0.1,
59        "c": 2.0,
60        "max_abs_error": 0.0
61      },
62      {
63        "eps": 0.2,
64        "c": 3.0,
65        "max_abs_error": 8.673617379884035e-18
66      },
67      {
68        "eps": 0.4,
69        "c": 0.5,
70        "max_abs_error": 0.0
71      },
72      {
73        "eps": 0.07,
74        "c": 5.0,
75        "max_abs_error": 0.0
76      }
77    ]
78  },
79  "comparison": {
80    "penalty": {
81      "test_mse": 0.0010142085517269193,
82      "max_capacity_violation": 0.0,
83      "mean_capacity_violation": 0.0,
84      "minimum_slack": 0.5726117660519707,
85      "seconds": 0.7077855470051873
86    },
87    "legendre_barrier": {
88      "test_mse": 0.0009940796392467754,
89      "max_capacity_violation": 0.0,
90      "mean_capacity_violation": 0.0,
91      "minimum_slack": 0.5740054182613116,
92      "seconds": 16.670864454004914
93    }
94  }
95}