Contact-Splitting Momentum Optimizer / results.json

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 1{
 2  "seed": 1729,
 3  "predictions": {
 4    "exact_contact_rate": {
 5      "predicted": -0.2,
 6      "observed": -0.1999999997324291,
 7      "abs_error": 2.6757090987317156e-10
 8    },
 9    "second_order_state_error": {
10      "predicted_halving_ratio": 4.0,
11      "observed_errors": [
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14          0.0009723234847652923
15        ],
16        [
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18          0.000242952087900396
19        ],
20        [
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22          6.072890437563939e-05
23        ],
24        [
25          0.01,
26          1.5180588746868586e-05
27        ]
28      ],
29      "observed_halving_ratios": [
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31        4.000600544307746,
32        4.000431431762908
33      ],
34      "median_ratio": 4.000600544307746
35    },
36    "stability_boundary": [
37      {
38        "gamma": 0.0,
39        "predicted_gamma0_boundary": 2.0,
40        "observed_boundary": 1.9995123780945239
41      },
42      {
43        "gamma": 0.2,
44        "predicted_gamma0_boundary": 2.0,
45        "observed_boundary": 1.9995123780945239
46      },
47      {
48        "gamma": 1.0,
49        "predicted_gamma0_boundary": 2.0,
50        "observed_boundary": 1.9995123780945239
51      }
52    ],
53    "certificate_rate_residual": {
54      "predicted_halving_ratio": 4.0,
55      "observed_median_abs_residuals": [
56        [
57          0.08,
58          0.001026520472767009
59        ],
60        [
61          0.04,
62          0.000256406167052331
63        ],
64        [
65          0.02,
66          6.409607213873902e-05
67        ],
68        [
69          0.01,
70          1.6024693572314064e-05
71        ]
72      ],
73      "observed_halving_ratios": [
74        4.0034936934941285,
75        4.0003413391280445,
76        3.999831375838481
77      ],
78      "median_ratio": 4.0003413391280445
79    }
80  },
81  "comparison": {
82    "h": 0.28,
83    "steps": 120,
84    "idea_final_loss": 0.0018661111102962686,
85    "baseline_final_loss": 1.7538088217797136e-05,
86    "idea_min_loss": 0.0018661111102962686,
87    "baseline_min_loss": 2.69588513888692e-06,
88    "idea_losses_first_last": [
89      8.6,
90      0.0018661111102962686
91    ],
92    "baseline_losses_first_last": [
93      8.6,
94      1.7538088217797136e-05
95    ]
96  }
97}